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,55.0,1690637,0.1607,1418979,0.4745,673263,41,0.5899,0.8416,461.24,0.0937,0.7302,0.7339,0.7036,high 2,Rwanda,2021,capital,Infrastructure,Junior,13.04,429601,0.1011,386187,0.543,209708,45,0.776,0.9168,583.52,0.0702,0.693,0.5314,0.733,high 3,Rwanda,2019,rural,Justice,Director,12.43,353542,0.1365,305269,0.3329,101633,40,0.5867,0.8459,1045.18,0.0854,0.6868,0.7365,0.6683,high 4,Ethiopia,2023,urban,Social_Services,Senior,122.93,1425327,0.2883,1014363,0.232,235377,7,0.4805,0.586,210.99,0.064,0.3185,0.2225,0.3954,low 5,Rwanda,2021,urban,Health,Junior,13.04,410917,0.1068,367051,0.471,172896,57,0.7574,0.8591,517.76,0.0737,0.6015,0.6335,0.7359,high 6,Botswana,2019,urban,Social_Services,Junior,2.41,94215,0.115,83381,0.4953,41299,49,0.7079,0.8983,549.29,0.077,0.7659,0.5634,0.7353,high 7,Tanzania,2018,capital,Security,Mid_Level,56.11,907370,0.1761,747606,0.301,224994,20,0.5706,0.7322,220.23,0.0631,0.4793,0.334,0.5224,moderate 8,Tanzania,2018,remote,Administration,Mid_Level,56.11,939064,0.3919,571015,0.182,103952,20,0.5712,0.7158,189.46,0.0697,0.4934,0.3524,0.4395,low 9,Senegal,2020,rural,Health,Senior,16.18,383577,0.235,293451,0.2508,73593,23,0.6069,0.7725,281.5,0.058,0.4312,0.399,0.5104,moderate 10,Nigeria,2020,capital,Health,Mid_Level,208.37,3755544,0.234,2876710,0.3688,1060800,18,0.5876,0.6784,318.78,0.0596,0.5424,0.3332,0.518,moderate 11,Ghana,2021,urban,Administration,Mid_Level,31.94,792271,0.1632,662954,0.3655,242340,25,0.589,0.6782,298.94,0.0695,0.446,0.4086,0.5503,moderate 12,Ghana,2018,rural,Education,Mid_Level,30.01,801448,0.2658,588431,0.2471,145372,31,0.5735,0.6806,258.23,0.0569,0.5495,0.4493,0.5248,moderate 13,Botswana,2020,remote,Education,Mid_Level,2.45,102165,0.2466,76968,0.259,19936,32,0.6158,0.9337,617.5,0.088,0.7821,0.7523,0.6266,moderate 14,Kenya,2022,urban,Justice,Mid_Level,52.76,1776635,0.1131,1575695,0.4726,744636,30,0.7012,0.806,386.83,0.0906,0.6272,0.5666,0.6551,high 15,Tanzania,2022,remote,Education,Junior,63.15,1231374,0.3923,748329,0.168,125747,14,0.4749,0.7094,194.77,0.0643,0.4433,0.401,0.4198,low 16,Botswana,2023,urban,Education,Senior,2.56,122719,0.138,105778,0.4696,49669,34,0.7176,0.8326,660.43,0.0796,0.7342,0.7685,0.693,high 17,Rwanda,2020,remote,Health,Mid_Level,12.73,397340,0.1516,337093,0.2248,75781,47,0.7842,0.8663,629.91,0.0897,0.6932,0.724,0.6575,high 18,Mozambique,2018,capital,Social_Services,Senior,28.12,258690,0.2592,191650,0.2229,42713,14,0.5732,0.6386,166.41,0.0582,0.3137,0.2294,0.426,low 19,Ghana,2021,capital,Education,Mid_Level,31.94,874468,0.1347,756644,0.3654,276467,26,0.5399,0.7987,221.55,0.0515,0.5631,0.3465,0.5834,moderate 20,Kenya,2020,capital,Health,Junior,50.61,1535167,0.1044,1374921,0.4157,571536,36,0.6789,0.8319,445.4,0.0801,0.7788,0.7413,0.6946,high 21,Rwanda,2018,capital,Education,Junior,12.14,372076,0.0928,337553,0.4358,147121,46,0.6889,0.7823,600.04,0.0657,0.7892,0.5458,0.7016,high 22,Mozambique,2024,remote,ICT,Senior,33.0,357668,0.5074,176202,0.117,20622,9,0.5418,0.6518,218.62,0.0591,0.2897,0.2112,0.3228,critical 23,Nigeria,2020,capital,Finance,Junior,208.37,3833028,0.1894,3107048,0.3456,1073703,17,0.5475,0.7779,219.53,0.0708,0.5625,0.3969,0.5442,moderate 24,DRC,2020,rural,Social_Services,Mid_Level,92.57,606139,0.4863,311384,0.1248,38856,6,0.5609,0.6113,134.03,0.0687,0.2669,0.2092,0.3139,critical 25,Ethiopia,2018,rural,Health,Director,108.65,1161969,0.4971,584363,0.1744,101937,10,0.5858,0.6884,380.28,0.0541,0.3081,0.1676,0.3452,critical 26,Rwanda,2022,capital,Agriculture,Mid_Level,13.35,396455,0.0969,358050,0.5439,194745,58,0.7303,0.8669,629.37,0.0678,0.6196,0.5428,0.753,high 27,Uganda,2023,urban,Justice,Mid_Level,47.48,360887,0.313,247920,0.2967,73547,12,0.5257,0.7222,198.64,0.0515,0.5654,0.3901,0.4798,low 28,Senegal,2021,rural,Infrastructure,Director,16.62,396323,0.2142,311423,0.2465,76767,28,0.652,0.8177,481.93,0.0684,0.5206,0.3395,0.5367,moderate 29,Uganda,2022,rural,Health,Mid_Level,46.01,403997,0.3305,270463,0.1975,53419,14,0.523,0.8128,292.19,0.0507,0.5746,0.4607,0.4772,low 30,Senegal,2020,rural,Health,Executive,16.18,373663,0.229,288105,0.2245,64692,27,0.5221,0.7111,785.81,0.0666,0.4547,0.4657,0.5151,moderate 31,Ghana,2023,capital,Health,Junior,33.3,858972,0.1793,704962,0.3871,272860,30,0.5376,0.7951,314.17,0.0665,0.5297,0.4541,0.5946,moderate 32,Uganda,2018,capital,Health,Mid_Level,40.56,348363,0.2525,260407,0.3316,86351,11,0.5823,0.704,215.61,0.065,0.572,0.4178,0.5019,moderate 33,Rwanda,2018,urban,Health,Senior,12.14,387196,0.0939,350846,0.4054,142237,40,0.755,0.843,877.84,0.0844,0.7152,0.5577,0.6816,high 34,Nigeria,2025,urban,Agriculture,Mid_Level,235.75,4926090,0.2647,3622383,0.2952,1069311,20,0.5633,0.7461,192.88,0.0512,0.4667,0.3688,0.5031,moderate 35,Ethiopia,2021,rural,Security,Junior,117.0,1365620,0.3726,856842,0.1642,140726,8,0.458,0.6394,118.14,0.0534,0.3065,0.2053,0.365,low 36,Ethiopia,2023,rural,Security,Junior,122.93,1602321,0.4283,916117,0.1567,143562,10,0.5174,0.6517,137.04,0.0693,0.3379,0.2003,0.3587,low 37,Senegal,2022,rural,Education,Senior,17.07,374792,0.1828,306276,0.2231,68340,26,0.5235,0.7171,337.68,0.0522,0.4721,0.4388,0.5237,moderate 38,Mozambique,2018,remote,Social_Services,Junior,28.12,252022,0.4994,126171,0.1,12617,11,0.6188,0.7144,139.59,0.0555,0.3169,0.2164,0.3382,critical 39,DRC,2021,rural,Health,Junior,95.53,577507,0.4154,337587,0.108,36450,9,0.6147,0.6573,144.41,0.0718,0.2677,0.1959,0.3406,critical 40,Mozambique,2021,capital,Justice,Junior,30.47,301847,0.2202,235371,0.1953,45973,14,0.48,0.6153,105.03,0.0598,0.3078,0.1995,0.4218,low 41,South Africa,2018,capital,Social_Services,Mid_Level,59.11,3272762,0.1623,2741434,0.5826,1597132,29,0.5913,0.8567,451.54,0.091,0.6963,0.7198,0.6977,high 42,Senegal,2024,urban,Administration,Mid_Level,18.0,437612,0.1517,371239,0.3519,130629,22,0.5183,0.7348,312.6,0.0631,0.4516,0.3742,0.5479,moderate 43,Ghana,2019,capital,Administration,Junior,30.64,721873,0.1663,601823,0.3579,215405,21,0.6196,0.7701,322.27,0.0629,0.4966,0.4418,0.5598,moderate 44,Ethiopia,2025,rural,ICT,Senior,129.15,1720340,0.3552,1109327,0.1712,189867,9,0.5445,0.67,230.74,0.0716,0.2809,0.2187,0.377,low 45,Botswana,2023,urban,Health,Junior,2.56,124861,0.1255,109193,0.6049,66051,44,0.7729,0.835,588.1,0.0667,0.7116,0.7285,0.7491,high 46,Ghana,2025,rural,Health,Junior,34.71,750351,0.2025,598411,0.2947,176367,28,0.6623,0.8048,285.91,0.0672,0.4323,0.3575,0.5428,moderate 47,Kenya,2022,rural,Health,Mid_Level,52.76,1944842,0.1461,1660638,0.3105,515678,43,0.7066,0.8054,605.83,0.0751,0.7742,0.5977,0.6566,high 48,Senegal,2022,urban,Education,Senior,17.07,340263,0.1351,294294,0.3353,98678,24,0.651,0.8248,329.18,0.0578,0.4455,0.412,0.5695,moderate 49,Nigeria,2025,rural,Agriculture,Junior,235.75,5302440,0.2996,3713669,0.2137,793516,18,0.4977,0.7053,177.65,0.0589,0.5202,0.3749,0.4688,low 50,Uganda,2021,remote,Justice,Mid_Level,44.58,333600,0.5215,159641,0.1381,22043,13,0.6197,0.7544,286.35,0.0622,0.523,0.3679,0.3889,low 51,Mozambique,2019,urban,Health,Senior,28.88,270060,0.2951,190369,0.2153,40994,14,0.5457,0.6469,233.43,0.0642,0.3283,0.2322,0.4182,low 52,Ghana,2024,capital,Agriculture,Junior,34.0,888995,0.1891,720848,0.4216,303912,23,0.5096,0.819,190.45,0.049,0.4619,0.3305,0.5677,moderate 53,Botswana,2021,urban,Education,Junior,2.49,98851,0.1202,86971,0.4584,39866,50,0.6385,0.8164,468.24,0.0773,0.5953,0.5491,0.6965,high 54,Tanzania,2024,capital,Infrastructure,Mid_Level,67.0,1145613,0.1712,949523,0.3643,345894,21,0.542,0.7234,211.37,0.0595,0.5275,0.3565,0.5477,moderate 55,Senegal,2020,remote,Health,Mid_Level,16.18,378562,0.2322,290641,0.1659,48225,17,0.6394,0.6764,203.25,0.0488,0.4416,0.4192,0.4635,low 56,Uganda,2019,rural,Agriculture,Senior,41.86,285123,0.4109,167970,0.2071,34794,11,0.5885,0.8033,319.71,0.0701,0.4932,0.4165,0.438,low 57,Mozambique,2025,urban,Social_Services,Junior,33.89,369331,0.2996,258677,0.1812,46859,11,0.5142,0.5952,86.15,0.0563,0.2567,0.1732,0.3802,low 58,Ethiopia,2023,rural,Security,Junior,122.93,1647719,0.4358,929703,0.142,132063,7,0.5586,0.6075,120.53,0.0718,0.2554,0.1613,0.3269,critical 59,Rwanda,2025,urban,Health,Senior,14.34,479158,0.1096,426659,0.4789,204318,43,0.5814,0.8661,657.64,0.0852,0.7706,0.5247,0.7093,high 60,South Africa,2022,capital,Administration,Junior,61.02,3341519,0.1553,2822730,0.5232,1476792,44,0.7218,0.8614,577.53,0.0955,0.683,0.6538,0.7149,high 61,Botswana,2018,rural,Infrastructure,Junior,2.38,93970,0.1942,75722,0.3719,28161,49,0.6228,0.9285,403.53,0.0704,0.7754,0.7573,0.7095,high 62,Nigeria,2019,urban,Security,Senior,203.29,3918208,0.2265,3030609,0.3539,1072623,22,0.6379,0.7605,286.04,0.0697,0.5548,0.4477,0.5512,moderate 63,Rwanda,2018,capital,Justice,Junior,12.14,416665,0.0913,378630,0.5372,203384,61,0.7205,0.8193,532.62,0.0826,0.6809,0.6765,0.7726,high 64,Rwanda,2025,urban,Education,Junior,14.34,416417,0.0921,378080,0.4153,157006,55,0.6853,0.9273,423.08,0.0672,0.7532,0.7491,0.7576,high 65,Tanzania,2020,capital,Education,Mid_Level,59.53,1061362,0.1591,892536,0.2902,258972,17,0.6463,0.7729,249.33,0.0507,0.4629,0.3672,0.5242,moderate 66,Ghana,2024,remote,Administration,Executive,34.0,973003,0.3544,628209,0.183,114977,19,0.5422,0.7579,758.19,0.0683,0.5175,0.4068,0.4608,low 67,Rwanda,2019,capital,Health,Senior,12.43,382460,0.105,342290,0.4732,161957,46,0.6645,0.8942,872.56,0.0706,0.7927,0.5514,0.7256,high 68,Nigeria,2025,capital,Education,Senior,235.75,4261641,0.1931,3438780,0.3546,1219339,16,0.5996,0.8027,459.28,0.0561,0.5046,0.3597,0.5372,moderate 69,Ghana,2019,capital,Administration,Senior,30.64,829854,0.1611,696139,0.4188,291554,25,0.6066,0.7402,292.14,0.051,0.5678,0.3971,0.5844,moderate 70,Mozambique,2025,capital,Infrastructure,Junior,33.89,313815,0.2079,248579,0.1913,47555,15,0.53,0.6641,117.48,0.0576,0.3029,0.175,0.4308,low 71,Mozambique,2025,remote,Justice,Mid_Level,33.89,303616,0.5608,133357,0.1029,13717,8,0.5068,0.6883,128.84,0.066,0.3264,0.177,0.3091,critical 72,Nigeria,2025,urban,Security,Junior,235.75,5412869,0.2053,4301711,0.2866,1233060,19,0.5119,0.6978,269.84,0.0574,0.5633,0.3711,0.516,moderate 73,Tanzania,2023,urban,Security,Mid_Level,65.05,1161313,0.2336,889978,0.2935,261178,14,0.5857,0.8019,181.04,0.0588,0.5589,0.4399,0.5201,moderate 74,Ghana,2025,urban,Security,Junior,34.71,984368,0.1704,816655,0.4125,336909,23,0.603,0.783,251.34,0.0698,0.4879,0.4235,0.5766,moderate 75,Tanzania,2020,urban,Finance,Junior,59.53,940273,0.2113,741626,0.3224,239077,19,0.493,0.724,204.67,0.0667,0.5541,0.3595,0.5252,moderate 76,Mozambique,2023,capital,Education,Junior,32.13,300456,0.2739,218163,0.2426,52923,9,0.5428,0.6762,152.61,0.0626,0.278,0.21,0.4149,low 77,South Africa,2020,remote,Education,Mid_Level,60.06,2727659,0.2736,1981352,0.3004,595165,42,0.6568,0.9241,606.2,0.0743,0.7094,0.6474,0.636,moderate 78,Uganda,2023,urban,Education,Director,47.48,428146,0.3071,296671,0.3145,93288,17,0.6131,0.7894,617.73,0.059,0.461,0.4232,0.5012,moderate 79,Ethiopia,2020,urban,Agriculture,Junior,114.15,1254264,0.3548,809222,0.2438,197286,8,0.4534,0.6287,141.42,0.0681,0.2674,0.2219,0.3855,low 80,Ethiopia,2018,urban,ICT,Junior,108.65,1168444,0.3053,811749,0.2279,184996,12,0.627,0.5941,93.94,0.067,0.2794,0.2308,0.4008,low 81,Nigeria,2023,capital,Social_Services,Junior,224.39,4384803,0.2042,3489536,0.3601,1256521,22,0.6149,0.8238,324.91,0.0604,0.4393,0.4365,0.5551,moderate 82,Kenya,2025,urban,Finance,Junior,56.15,1700929,0.1443,1455481,0.4206,612234,41,0.7302,0.9046,475.0,0.0743,0.7523,0.7284,0.7053,high 83,Nigeria,2021,remote,Health,Senior,213.58,3753966,0.323,2541326,0.1818,462082,14,0.4814,0.6751,360.67,0.0666,0.4302,0.4244,0.4364,low 84,Senegal,2024,capital,Health,Senior,18.0,434387,0.1462,370860,0.4208,156047,16,0.5461,0.7857,320.43,0.0661,0.5006,0.44,0.5705,moderate 85,Senegal,2021,urban,Education,Junior,16.62,393163,0.1373,339179,0.3083,104562,17,0.5127,0.7985,234.78,0.0718,0.4456,0.4246,0.542,moderate 86,Nigeria,2021,urban,Administration,Executive,213.58,4749363,0.1973,3812280,0.3024,1152677,21,0.547,0.7852,1039.85,0.0612,0.5493,0.4337,0.5448,moderate 87,Uganda,2018,capital,Agriculture,Mid_Level,40.56,301149,0.2322,231224,0.3232,74734,17,0.5784,0.7328,215.6,0.0605,0.4722,0.4103,0.5134,moderate 88,Ethiopia,2023,capital,Health,Junior,122.93,1649707,0.2964,1160759,0.2164,251166,12,0.5431,0.6469,151.36,0.0494,0.2744,0.2069,0.4052,low 89,Uganda,2019,rural,Education,Junior,41.86,305441,0.3489,198880,0.1806,35911,11,0.6028,0.7231,229.11,0.0493,0.4786,0.3624,0.428,low 90,Botswana,2022,capital,Administration,Director,2.52,99933,0.0944,90498,0.5095,46111,48,0.6135,0.9099,1440.7,0.0902,0.7055,0.7791,0.7587,high 91,Uganda,2018,urban,Education,Director,40.56,331977,0.3031,231365,0.2478,57332,19,0.5758,0.7491,801.58,0.0571,0.4846,0.4136,0.4859,low 92,Uganda,2019,urban,Education,Junior,41.86,371662,0.2796,267727,0.2633,70503,14,0.5446,0.77,314.02,0.0704,0.4837,0.3727,0.4821,low 93,Ghana,2021,rural,Finance,Mid_Level,31.94,811656,0.2228,630828,0.267,168457,23,0.52,0.6999,283.47,0.0573,0.4572,0.41,0.5103,moderate 94,DRC,2024,urban,Social_Services,Director,105.0,648407,0.3843,399205,0.1429,57027,10,0.5226,0.7051,314.22,0.0481,0.2585,0.2144,0.3677,low 95,Mozambique,2022,capital,Justice,Senior,31.29,312540,0.2525,233625,0.184,42976,14,0.5278,0.6992,166.29,0.0616,0.2793,0.1728,0.418,low 96,Uganda,2024,urban,Infrastructure,Director,49.0,446516,0.3084,308806,0.2492,76963,15,0.6235,0.7312,475.41,0.0675,0.4973,0.4103,0.4731,low 97,Ethiopia,2025,rural,Finance,Junior,129.15,1511497,0.3559,973568,0.1741,169544,12,0.5126,0.6245,146.95,0.0486,0.3018,0.1971,0.3781,low 98,Uganda,2023,capital,Security,Junior,47.48,393372,0.1958,316330,0.2966,93809,15,0.512,0.6959,203.27,0.0563,0.4395,0.4716,0.5082,moderate 99,Nigeria,2021,rural,ICT,Junior,213.58,4465916,0.3446,2927099,0.2497,730793,19,0.5641,0.6804,255.19,0.0718,0.5688,0.3265,0.4654,low 100,Nigeria,2023,urban,Administration,Junior,224.39,5074640,0.2554,3778714,0.2921,1103886,14,0.6118,0.6984,255.23,0.07,0.5101,0.3836,0.4883,low 101,DRC,2021,capital,ICT,Junior,95.53,519777,0.2926,367682,0.2051,75402,6,0.5817,0.677,143.76,0.0714,0.3308,0.2355,0.4013,low 102,Ethiopia,2019,rural,Infrastructure,Mid_Level,111.37,1496321,0.4993,749263,0.1698,127249,9,0.529,0.6352,110.04,0.0574,0.2631,0.1662,0.3284,critical 103,Rwanda,2024,urban,Administration,Mid_Level,14.0,361432,0.0932,327744,0.4212,138054,64,0.6922,0.8527,630.85,0.0953,0.6446,0.5328,0.7376,high 104,Tanzania,2019,capital,Education,Mid_Level,57.79,1169028,0.1786,960215,0.3487,334826,14,0.6061,0.7677,304.62,0.0708,0.4772,0.3345,0.5238,moderate 105,Uganda,2019,urban,Administration,Junior,41.86,362081,0.2744,262736,0.2488,65377,13,0.5774,0.7759,240.21,0.0535,0.5333,0.347,0.4805,low 106,Senegal,2025,capital,Health,Mid_Level,18.49,409077,0.1445,349976,0.3767,131837,28,0.6095,0.7467,238.26,0.0496,0.5139,0.3565,0.5771,moderate 107,Senegal,2023,capital,ICT,Mid_Level,17.53,431484,0.1426,369957,0.3334,123325,26,0.6309,0.7923,239.23,0.0633,0.5534,0.421,0.579,moderate 108,Ghana,2020,rural,Security,Director,31.29,751905,0.2328,576855,0.3062,176643,25,0.6426,0.744,518.31,0.0659,0.4447,0.3518,0.5221,moderate 109,Tanzania,2023,rural,Administration,Junior,65.05,1034135,0.3122,711320,0.2008,142816,14,0.5212,0.7544,307.42,0.0663,0.5312,0.348,0.4582,low 110,DRC,2020,rural,Health,Junior,92.57,523483,0.4084,309673,0.1218,37720,8,0.4634,0.6475,140.32,0.066,0.3284,0.1959,0.3479,critical 111,Uganda,2024,capital,Education,Junior,49.0,388176,0.2296,299036,0.2767,82738,17,0.5363,0.7159,194.63,0.0585,0.4704,0.3791,0.4966,low 112,Mozambique,2019,rural,Administration,Mid_Level,28.88,301234,0.4404,168571,0.1655,27906,12,0.6121,0.7031,140.98,0.0591,0.2623,0.1613,0.3591,low 113,Rwanda,2021,urban,Finance,Mid_Level,13.04,397276,0.1225,348593,0.4078,142142,41,0.7224,0.9091,648.45,0.0919,0.7819,0.6017,0.6985,high 114,Kenya,2021,capital,Agriculture,Director,51.68,1724348,0.1227,1512708,0.4507,681727,28,0.556,0.7749,1586.97,0.0769,0.7702,0.6971,0.6649,high 115,Senegal,2019,capital,Social_Services,Junior,15.76,389586,0.1233,341562,0.4045,138152,26,0.556,0.7164,319.68,0.0544,0.4895,0.3892,0.5806,moderate 116,Senegal,2020,rural,Justice,Junior,16.18,391758,0.1912,316850,0.2179,69051,22,0.6752,0.6808,206.2,0.0605,0.5465,0.3342,0.5019,moderate 117,Kenya,2021,rural,Education,Junior,51.68,1643423,0.1735,1358250,0.318,431956,42,0.6965,0.8824,644.9,0.0772,0.6797,0.7601,0.6675,high 118,South Africa,2019,rural,Justice,Junior,59.58,3127562,0.2007,2499887,0.326,815014,39,0.6146,0.9003,622.28,0.0897,0.6509,0.5913,0.6381,moderate 119,Kenya,2020,capital,Administration,Junior,50.61,1625136,0.1366,1403077,0.4655,653110,25,0.5391,0.8737,584.87,0.0707,0.7877,0.7413,0.6787,high 120,Nigeria,2024,capital,Health,Senior,230.0,4332004,0.2095,3424391,0.3881,1328925,15,0.6072,0.8158,426.38,0.0586,0.5565,0.4044,0.5506,moderate 121,Botswana,2023,rural,Justice,Junior,2.56,102055,0.1504,86704,0.3843,33323,45,0.6969,0.8322,586.07,0.0932,0.6468,0.7115,0.6816,high 122,Ghana,2023,urban,Education,Senior,33.3,947560,0.196,761864,0.4333,330087,32,0.6001,0.7707,369.13,0.0717,0.4391,0.386,0.5874,moderate 123,Ethiopia,2025,urban,Justice,Junior,129.15,1772961,0.3633,1128800,0.2069,233534,11,0.5174,0.6638,131.41,0.0679,0.2572,0.1776,0.3814,low 124,Botswana,2023,urban,Infrastructure,Junior,2.56,110024,0.1444,94136,0.4537,42708,42,0.7572,0.7736,574.91,0.0722,0.777,0.714,0.6975,high 125,Senegal,2025,capital,Infrastructure,Senior,18.49,375665,0.1285,327395,0.3295,107886,28,0.6506,0.7703,429.9,0.0608,0.4964,0.3919,0.5746,moderate 126,South Africa,2023,capital,Administration,Senior,61.51,3112797,0.1568,2624774,0.4818,1264737,51,0.7891,0.9217,674.47,0.0694,0.6395,0.5434,0.7153,high 127,Nigeria,2018,capital,ICT,Junior,198.33,3529301,0.2262,2731042,0.3687,1006842,23,0.6152,0.8073,270.77,0.0605,0.5319,0.3916,0.5566,moderate 128,Senegal,2020,urban,Health,Senior,16.18,330415,0.1395,284305,0.3252,92460,26,0.5732,0.7779,455.19,0.0499,0.5398,0.3692,0.569,moderate 129,DRC,2019,rural,Administration,Junior,89.7,549311,0.4396,307807,0.122,37538,8,0.5496,0.6661,93.73,0.0646,0.3157,0.2146,0.3435,critical 130,Ethiopia,2018,urban,Finance,Junior,108.65,1195200,0.3076,827602,0.236,195340,8,0.5846,0.656,138.75,0.0593,0.2999,0.2096,0.4015,low 131,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,435670,0.1343,377178,0.3537,133391,21,0.6579,0.749,245.25,0.0711,0.4926,0.3489,0.5539,moderate 132,Uganda,2019,capital,Health,Junior,41.86,361927,0.2624,266952,0.2579,68845,15,0.5019,0.8162,200.1,0.063,0.4739,0.4226,0.4985,low 133,Ghana,2021,rural,Education,Director,31.94,798673,0.2646,587356,0.3094,181714,32,0.576,0.718,531.41,0.0543,0.5124,0.479,0.548,moderate 134,South Africa,2025,urban,Security,Senior,62.5,3742488,0.1507,3178330,0.4992,1586744,47,0.6474,0.8398,968.53,0.0955,0.7853,0.7276,0.7319,high 135,Botswana,2020,urban,Infrastructure,Mid_Level,2.45,110417,0.1329,95743,0.5135,49161,51,0.6688,0.8212,388.17,0.07,0.7736,0.636,0.7368,high 136,South Africa,2019,rural,Infrastructure,Junior,59.58,2983696,0.1985,2391305,0.3768,901125,34,0.553,0.7743,524.52,0.0647,0.7732,0.5604,0.6291,moderate 137,Rwanda,2022,urban,Finance,Junior,13.35,436922,0.125,382315,0.3942,150718,40,0.74,0.8584,395.01,0.0705,0.7336,0.7085,0.6903,high 138,Nigeria,2022,remote,Infrastructure,Junior,218.92,4348441,0.3539,2809310,0.1651,463868,14,0.5313,0.7817,177.77,0.0585,0.5216,0.4177,0.449,low 139,Ethiopia,2024,remote,Security,Junior,126.0,1500670,0.5467,680230,0.1108,75396,7,0.4842,0.6441,113.8,0.0522,0.3292,0.2341,0.3115,critical 140,Uganda,2019,remote,Health,Director,41.86,380281,0.3622,242554,0.1618,39253,19,0.6461,0.8206,643.87,0.0499,0.5525,0.4182,0.4676,low 141,Botswana,2022,urban,Agriculture,Junior,2.52,121736,0.1046,109004,0.5644,61521,54,0.7101,0.8517,443.66,0.095,0.749,0.6159,0.7642,high 142,Botswana,2019,capital,Finance,Director,2.41,116235,0.0992,104699,0.6381,66811,41,0.7341,0.8061,1339.0,0.0937,0.6492,0.7002,0.7431,high 143,Ethiopia,2025,capital,Health,Mid_Level,129.15,1475286,0.232,1133050,0.2382,269917,11,0.5089,0.6286,144.89,0.0605,0.3308,0.1957,0.426,low 144,DRC,2025,rural,Health,Senior,108.36,648066,0.4112,381584,0.1075,41019,8,0.4598,0.6223,141.1,0.0586,0.2923,0.2018,0.3368,critical 145,Ghana,2020,capital,Agriculture,Junior,31.29,817708,0.135,707354,0.3587,253753,21,0.5764,0.7341,296.55,0.0571,0.5046,0.415,0.5605,moderate 146,Kenya,2018,urban,Education,Junior,48.55,1495551,0.1503,1270811,0.4984,633368,24,0.6141,0.8949,435.44,0.0892,0.7278,0.7616,0.6802,high 147,Botswana,2025,capital,Finance,Mid_Level,2.64,106169,0.1047,95056,0.6603,62762,31,0.6151,0.9083,447.17,0.0794,0.8004,0.6435,0.747,high 148,South Africa,2019,capital,Administration,Junior,59.58,3161506,0.1271,2759632,0.5276,1456070,50,0.7005,0.9301,427.65,0.0801,0.7755,0.6365,0.7558,high 149,Kenya,2020,rural,Education,Mid_Level,50.61,2024687,0.1574,1705947,0.3009,513378,25,0.5805,0.799,554.01,0.0698,0.7367,0.5885,0.6008,moderate 150,Rwanda,2020,urban,Security,Mid_Level,12.73,366093,0.1232,320978,0.472,151492,41,0.7437,0.8233,361.69,0.0798,0.621,0.582,0.6835,high 151,Senegal,2023,capital,Social_Services,Director,17.53,397912,0.1561,335791,0.4086,137205,28,0.5829,0.6994,632.19,0.0608,0.4517,0.4181,0.575,moderate 152,Tanzania,2018,remote,Education,Junior,56.11,891304,0.2957,627733,0.1566,98306,12,0.5117,0.7039,231.79,0.0572,0.4759,0.3725,0.4356,low 153,Ghana,2018,capital,Education,Senior,30.01,860834,0.1874,699491,0.4205,294158,25,0.5666,0.7911,434.57,0.0683,0.5593,0.3895,0.5843,moderate 154,Kenya,2024,rural,Education,Director,55.0,1690732,0.2156,1326231,0.3459,458781,26,0.6323,0.7708,1452.64,0.0896,0.7215,0.7428,0.6096,moderate 155,Tanzania,2018,urban,Finance,Junior,56.11,994315,0.1794,815930,0.2981,243219,17,0.6327,0.7156,309.06,0.0582,0.4742,0.4004,0.517,moderate 156,South Africa,2021,capital,Infrastructure,Junior,60.54,3065861,0.156,2587586,0.526,1360998,47,0.6378,0.9299,585.42,0.095,0.771,0.5569,0.7323,high 157,Botswana,2022,capital,Social_Services,Mid_Level,2.52,105508,0.1312,91660,0.5095,46701,46,0.7294,0.775,529.36,0.0901,0.6092,0.6532,0.7021,high 158,Ghana,2020,rural,Health,Director,31.29,874823,0.2099,691238,0.2652,183284,26,0.6435,0.7414,496.11,0.0505,0.575,0.3929,0.5368,moderate 159,Ghana,2024,urban,Administration,Junior,34.0,751574,0.2109,593041,0.4367,258972,22,0.5625,0.7429,237.42,0.0526,0.5598,0.3605,0.5649,moderate 160,Uganda,2023,capital,Health,Mid_Level,47.48,361500,0.2549,269344,0.2635,70961,19,0.6189,0.8064,195.47,0.0557,0.4803,0.4059,0.5092,moderate 161,Uganda,2020,capital,Education,Junior,43.2,333767,0.2109,263372,0.2786,73367,16,0.5451,0.7268,255.09,0.0665,0.4818,0.414,0.5055,moderate 162,Ghana,2025,urban,Administration,Senior,34.71,752960,0.1749,621270,0.4079,253419,32,0.6202,0.6889,388.95,0.051,0.5377,0.4012,0.5855,moderate 163,South Africa,2023,rural,Security,Mid_Level,61.51,3508884,0.2592,2599269,0.3999,1039338,28,0.6223,0.8018,608.1,0.0847,0.6832,0.5689,0.6006,moderate 164,Mozambique,2020,rural,Education,Junior,29.66,331173,0.4246,190562,0.131,24969,10,0.6165,0.6771,127.96,0.0554,0.2819,0.1632,0.3477,critical 165,South Africa,2023,capital,Health,Mid_Level,61.51,3698908,0.1676,3078988,0.5354,1648507,39,0.6434,0.8202,506.51,0.0778,0.7206,0.7535,0.7099,high 166,Ethiopia,2025,capital,Education,Junior,129.15,1481044,0.2562,1101605,0.2166,238570,11,0.5434,0.7045,86.35,0.0496,0.2913,0.1664,0.419,low 167,Ghana,2020,remote,Education,Junior,31.29,799477,0.2998,559825,0.2151,120400,23,0.65,0.6958,239.26,0.0646,0.5552,0.3791,0.4841,low 168,Rwanda,2022,capital,Health,Junior,13.35,427926,0.0879,390327,0.5378,209929,36,0.714,0.907,376.68,0.0648,0.6068,0.7419,0.7234,high 169,Senegal,2019,urban,Finance,Senior,15.76,345457,0.162,289478,0.4036,116847,17,0.6244,0.6828,369.97,0.0693,0.5248,0.4296,0.5508,moderate 170,DRC,2020,urban,Education,Mid_Level,92.57,549126,0.3351,365128,0.1554,56730,6,0.5028,0.6045,146.79,0.0625,0.267,0.2155,0.359,low 171,Botswana,2024,capital,Health,Junior,2.6,101108,0.1237,88596,0.6602,58489,32,0.6747,0.7772,527.64,0.0882,0.6704,0.5228,0.7,high 172,Ghana,2022,remote,Education,Junior,32.62,723399,0.3066,501582,0.2161,108379,29,0.6628,0.8089,295.87,0.0539,0.5084,0.3676,0.5088,moderate 173,Mozambique,2020,remote,Security,Executive,29.66,289247,0.4872,148329,0.1076,15957,9,0.4937,0.6536,355.4,0.0704,0.2661,0.1758,0.3198,critical 174,DRC,2024,capital,Administration,Mid_Level,105.0,548469,0.3446,359490,0.1871,67263,9,0.5888,0.6784,126.2,0.0557,0.3178,0.2366,0.3903,low 175,South Africa,2022,rural,Finance,Senior,61.02,3716892,0.197,2984562,0.3279,978517,40,0.6563,0.8622,547.08,0.0769,0.7174,0.6721,0.651,high 176,Tanzania,2023,rural,Security,Senior,65.05,1214697,0.268,889205,0.2311,205527,13,0.5144,0.7541,458.92,0.0643,0.4386,0.4148,0.4717,low 177,Nigeria,2019,rural,Social_Services,Mid_Level,203.29,4177166,0.2806,3004923,0.2361,709552,24,0.6359,0.753,230.23,0.0492,0.4465,0.3509,0.4916,low 178,Kenya,2020,remote,Infrastructure,Junior,50.61,1561927,0.2104,1233223,0.2627,324007,32,0.6793,0.9015,383.25,0.0835,0.7964,0.6246,0.6204,moderate 179,Nigeria,2018,remote,Administration,Mid_Level,198.33,4028745,0.3318,2692163,0.1973,531030,19,0.4955,0.7775,317.57,0.0679,0.4666,0.3285,0.46,low 180,Ethiopia,2025,remote,Infrastructure,Mid_Level,129.15,1532411,0.5082,753715,0.1063,80120,7,0.4857,0.6938,94.5,0.0534,0.3044,0.1772,0.3193,critical 181,Tanzania,2019,rural,Education,Mid_Level,57.79,1168952,0.2271,903430,0.2518,227468,22,0.6461,0.7697,268.02,0.0633,0.5286,0.3226,0.5117,moderate 182,South Africa,2025,urban,Justice,Junior,62.5,2827763,0.1717,2342332,0.4961,1161955,38,0.6206,0.8075,508.26,0.076,0.7987,0.565,0.6836,high 183,Ethiopia,2020,urban,Infrastructure,Mid_Level,114.15,1428865,0.3717,897755,0.2058,184780,11,0.4665,0.6191,117.39,0.0487,0.3106,0.2143,0.3814,low 184,Kenya,2023,urban,Agriculture,Junior,53.87,1625929,0.1134,1441552,0.4605,663776,45,0.5812,0.8598,575.3,0.0905,0.7095,0.6812,0.7173,high 185,Ghana,2023,remote,Health,Director,33.3,714137,0.3403,471084,0.1833,86366,20,0.4937,0.7418,562.88,0.052,0.4927,0.3844,0.4597,low 186,Mozambique,2024,remote,Security,Junior,33.0,309743,0.5594,136486,0.1,13648,11,0.6162,0.7086,113.61,0.064,0.2961,0.2203,0.3206,critical 187,Uganda,2018,capital,Agriculture,Junior,40.56,340659,0.2257,263766,0.3348,88308,17,0.5668,0.7909,215.67,0.0599,0.4546,0.4577,0.5296,moderate 188,Rwanda,2024,remote,Administration,Director,14.0,385770,0.2111,304337,0.2574,78331,47,0.7005,0.8232,1091.41,0.0717,0.6123,0.6491,0.6287,moderate 189,DRC,2025,rural,Infrastructure,Junior,108.36,643216,0.4242,370375,0.1316,48750,6,0.5581,0.6838,125.39,0.0687,0.2812,0.2305,0.3456,critical 190,Tanzania,2023,rural,Security,Senior,65.05,1344080,0.2556,1000574,0.2451,245235,20,0.5718,0.814,351.25,0.0616,0.4409,0.3561,0.4992,low 191,Ghana,2024,urban,Education,Junior,34.0,847860,0.202,676576,0.4306,291361,18,0.5848,0.7451,267.14,0.0587,0.4848,0.3955,0.5519,moderate 192,Ghana,2022,urban,Finance,Senior,32.62,875483,0.1686,727894,0.4197,305509,30,0.5555,0.7624,326.7,0.0657,0.4608,0.4274,0.591,moderate 193,Nigeria,2020,urban,Administration,Junior,208.37,4637125,0.2688,3390549,0.3671,1244705,15,0.6137,0.6798,234.0,0.0689,0.5283,0.4052,0.5074,moderate 194,South Africa,2021,rural,Security,Mid_Level,60.54,3586153,0.2034,2856832,0.3244,926762,43,0.7672,0.807,424.9,0.0685,0.7757,0.5789,0.6443,moderate 195,Ghana,2022,remote,Health,Mid_Level,32.62,818399,0.3369,542685,0.2009,109016,23,0.533,0.7861,292.71,0.0513,0.484,0.4629,0.4861,low 196,Mozambique,2018,urban,Infrastructure,Junior,28.12,262015,0.2834,187760,0.1791,33624,12,0.582,0.6598,90.7,0.0683,0.2707,0.2212,0.4021,low 197,Mozambique,2020,rural,Education,Junior,29.66,296376,0.3123,203829,0.1321,26932,13,0.6079,0.5955,147.51,0.0671,0.3333,0.2159,0.3817,low 198,Rwanda,2023,urban,Security,Director,13.67,361001,0.1,324886,0.4027,130845,63,0.7397,0.8798,1505.84,0.0957,0.629,0.7279,0.7508,high 199,Nigeria,2025,capital,Justice,Junior,235.75,4925190,0.2011,3934616,0.3341,1314366,15,0.4956,0.6905,270.67,0.0564,0.4575,0.4307,0.5131,moderate 200,Nigeria,2023,urban,Administration,Junior,224.39,4939991,0.1868,4017385,0.3537,1421122,25,0.6624,0.7619,269.01,0.0565,0.5269,0.4433,0.5656,moderate 201,Tanzania,2025,urban,Health,Mid_Level,69.01,1100207,0.1778,904606,0.2922,264307,20,0.525,0.6999,181.74,0.069,0.529,0.3264,0.5191,moderate 202,Uganda,2018,rural,Education,Mid_Level,40.56,318128,0.421,184209,0.1873,34496,16,0.4885,0.8184,322.11,0.0657,0.4948,0.3552,0.4393,low 203,DRC,2024,rural,Education,Mid_Level,105.0,622968,0.5427,284901,0.1266,36073,8,0.5559,0.6202,110.76,0.0491,0.3258,0.1946,0.3111,critical 204,Rwanda,2021,capital,Education,Mid_Level,13.04,359771,0.0793,331253,0.5444,180349,46,0.6594,0.8383,594.51,0.0743,0.7542,0.7643,0.7589,high 205,Uganda,2023,urban,Justice,Mid_Level,47.48,370093,0.2727,269157,0.26,69970,11,0.5301,0.6936,236.57,0.0614,0.5646,0.3258,0.4674,low 206,DRC,2022,rural,Health,Junior,98.59,523832,0.4256,300876,0.1119,33663,7,0.5326,0.5851,95.65,0.0502,0.3045,0.1863,0.3259,critical 207,Uganda,2022,capital,Health,Director,46.01,324816,0.2042,258495,0.2682,69325,19,0.5963,0.7665,807.51,0.0501,0.5712,0.3526,0.5209,moderate 208,Mozambique,2022,urban,Education,Director,31.29,279952,0.3453,183295,0.1908,34976,13,0.6295,0.5925,376.12,0.0616,0.3184,0.1719,0.3818,low 209,Rwanda,2022,rural,Finance,Junior,13.35,369795,0.1644,308995,0.2891,89322,56,0.8325,0.7663,398.31,0.0856,0.6076,0.6733,0.6642,high 210,Ghana,2023,rural,Education,Mid_Level,33.3,856067,0.2119,674638,0.2853,192476,30,0.651,0.7458,223.24,0.0501,0.4617,0.3218,0.5336,moderate 211,Kenya,2025,capital,Social_Services,Junior,56.15,1837830,0.1161,1624499,0.4547,738683,41,0.7552,0.9138,396.07,0.0889,0.6261,0.7575,0.7126,high 212,DRC,2022,urban,Health,Junior,98.59,546806,0.4196,317355,0.1797,57033,10,0.4753,0.662,102.51,0.061,0.2838,0.1827,0.361,low 213,Kenya,2022,capital,Finance,Mid_Level,52.76,1640644,0.1407,1409857,0.4808,677893,41,0.6947,0.8857,564.84,0.092,0.7239,0.5923,0.702,high 214,Senegal,2018,rural,Health,Junior,15.34,293020,0.2202,228489,0.2299,52532,23,0.6437,0.7983,221.43,0.0612,0.5095,0.3957,0.5202,moderate 215,DRC,2023,urban,ICT,Junior,101.74,670758,0.3735,420196,0.1524,64025,9,0.4692,0.6857,126.48,0.0507,0.2622,0.2201,0.3683,low 216,Ghana,2020,remote,Justice,Mid_Level,31.29,730244,0.3251,492861,0.2382,117415,18,0.5422,0.7102,233.99,0.0658,0.4961,0.4113,0.4706,low 217,Nigeria,2020,capital,Education,Senior,208.37,4295415,0.1902,3478259,0.3913,1361076,14,0.5149,0.7095,484.21,0.0649,0.5177,0.3208,0.5255,moderate 218,Ghana,2019,rural,Education,Director,30.64,826950,0.2349,632659,0.301,190404,32,0.6206,0.7714,782.0,0.054,0.558,0.3356,0.5516,moderate 219,DRC,2023,rural,Agriculture,Mid_Level,101.74,631956,0.4131,370882,0.1098,40708,6,0.5394,0.6424,101.6,0.0692,0.2887,0.1957,0.334,critical 220,Mozambique,2021,capital,Security,Junior,30.47,260439,0.3035,181391,0.2365,42891,13,0.6131,0.7029,108.3,0.0627,0.3098,0.1814,0.4203,low 221,Nigeria,2019,capital,Security,Senior,203.29,4384019,0.1853,3571651,0.3282,1172101,19,0.5841,0.8129,459.34,0.07,0.5525,0.4743,0.5578,moderate 222,Kenya,2021,capital,Health,Junior,51.68,1677168,0.1042,1502478,0.5453,819243,28,0.6963,0.8943,542.28,0.0856,0.6646,0.6881,0.6997,high 223,Uganda,2019,remote,Education,Junior,41.86,356092,0.4782,185822,0.1478,27466,16,0.5064,0.776,215.59,0.0545,0.4493,0.3732,0.4061,low 224,DRC,2020,rural,Education,Junior,92.57,562375,0.4087,332507,0.1268,42161,10,0.5281,0.7021,91.08,0.049,0.3199,0.2209,0.3639,low 225,Rwanda,2024,capital,Justice,Junior,14.0,395220,0.0834,362241,0.579,209736,36,0.7072,0.8737,570.52,0.0868,0.7753,0.5678,0.7293,high 226,Tanzania,2018,rural,Education,Junior,56.11,914905,0.2462,689625,0.1951,134559,13,0.6209,0.7218,322.33,0.0711,0.4464,0.4344,0.4661,low 227,South Africa,2022,rural,Health,Junior,61.02,2823296,0.2375,2152771,0.4126,888129,44,0.7187,0.9324,553.4,0.0653,0.7771,0.6148,0.6828,high 228,Senegal,2018,urban,Administration,Junior,15.34,336639,0.1409,289219,0.3053,88296,16,0.6024,0.8046,196.49,0.0549,0.4543,0.3243,0.5297,moderate 229,Nigeria,2022,rural,Security,Junior,218.92,4450602,0.2513,3332201,0.2151,716789,25,0.6471,0.8134,312.5,0.0636,0.5642,0.3867,0.5206,moderate 230,Kenya,2018,capital,Health,Junior,48.55,1623722,0.1297,1413188,0.5219,737477,36,0.5757,0.8921,456.44,0.0644,0.6539,0.606,0.6979,high 231,Mozambique,2020,remote,Justice,Mid_Level,29.66,264515,0.5391,121913,0.1137,13866,9,0.5598,0.6479,115.63,0.0507,0.3016,0.168,0.3103,critical 232,Rwanda,2019,capital,ICT,Junior,12.43,356830,0.0892,325012,0.5642,183376,51,0.7925,0.816,384.45,0.0818,0.6676,0.7285,0.7583,high 233,Ethiopia,2025,rural,ICT,Mid_Level,129.15,1443291,0.4181,839781,0.1378,115714,11,0.479,0.6251,124.7,0.049,0.2621,0.2157,0.349,critical 234,Ghana,2018,urban,Education,Junior,30.01,680293,0.199,544938,0.4372,238221,19,0.6554,0.7642,271.25,0.065,0.5306,0.4512,0.5699,moderate 235,Nigeria,2021,urban,Education,Junior,213.58,4482538,0.183,3662121,0.3078,1127156,15,0.508,0.7708,269.27,0.0581,0.4385,0.3893,0.5171,moderate 236,Uganda,2020,rural,Agriculture,Mid_Level,43.2,344245,0.4271,197201,0.2154,42472,14,0.5525,0.679,316.38,0.0557,0.4634,0.4799,0.4282,low 237,Kenya,2023,capital,Health,Junior,53.87,1941753,0.0994,1748674,0.5424,948494,44,0.6853,0.8698,437.57,0.066,0.7499,0.5465,0.7309,high 238,Kenya,2018,urban,Health,Junior,48.55,1805199,0.1513,1532121,0.4538,695228,42,0.6493,0.9093,501.94,0.0711,0.7933,0.5915,0.7055,high 239,Senegal,2018,capital,Education,Junior,15.34,339996,0.1661,283533,0.3601,102093,22,0.5598,0.7983,198.64,0.0505,0.5004,0.4275,0.566,moderate 240,DRC,2024,rural,Justice,Junior,105.0,541711,0.4063,321618,0.1034,33253,7,0.5273,0.6313,124.36,0.0595,0.316,0.2134,0.3394,critical 241,Mozambique,2020,urban,Agriculture,Mid_Level,29.66,280151,0.2685,204943,0.2095,42940,13,0.4916,0.6423,148.27,0.0489,0.332,0.1731,0.4146,low 242,Tanzania,2022,urban,Health,Director,63.15,1121398,0.234,859015,0.2883,247649,21,0.658,0.7585,513.5,0.0644,0.5073,0.4711,0.5277,moderate 243,Rwanda,2021,capital,Health,Mid_Level,13.04,446790,0.0779,411990,0.5404,222620,62,0.6526,0.7837,557.59,0.0847,0.6095,0.7369,0.7728,high 244,Uganda,2022,remote,Administration,Senior,46.01,369822,0.4053,219930,0.1503,33048,11,0.5699,0.6951,377.51,0.0493,0.4699,0.3571,0.4007,low 245,Uganda,2022,rural,Health,Senior,46.01,407902,0.3373,270322,0.2095,56643,14,0.4983,0.7543,281.93,0.0691,0.5636,0.4515,0.4677,low 246,Senegal,2022,rural,ICT,Junior,17.07,327688,0.2214,255153,0.2429,61964,19,0.4908,0.7644,214.61,0.0525,0.4311,0.3783,0.4985,low 247,Kenya,2025,urban,Security,Senior,56.15,1864068,0.1524,1580042,0.4653,735237,36,0.5476,0.771,970.89,0.089,0.7919,0.7546,0.6885,high 248,South Africa,2018,rural,Finance,Senior,59.11,2669017,0.2087,2112036,0.3871,817659,47,0.7127,0.8162,664.66,0.0949,0.6872,0.6363,0.6669,high 249,DRC,2022,urban,Infrastructure,Junior,98.59,649515,0.4189,377430,0.1864,70348,8,0.5228,0.6767,144.36,0.0615,0.318,0.22,0.3672,low 250,Nigeria,2023,rural,Education,Mid_Level,224.39,4606644,0.2403,3499679,0.2656,929617,21,0.519,0.7975,282.56,0.0662,0.4838,0.4567,0.5225,moderate 251,Mozambique,2021,rural,Health,Mid_Level,30.47,324591,0.3943,196602,0.1439,28281,14,0.5863,0.6211,153.05,0.065,0.3439,0.2377,0.3737,low 252,Uganda,2025,rural,Agriculture,Junior,50.57,409805,0.3982,246614,0.2013,49631,18,0.505,0.7321,250.89,0.0584,0.4413,0.3446,0.4342,low 253,Tanzania,2024,urban,Health,Junior,67.0,1196403,0.1714,991317,0.327,324114,21,0.5364,0.7638,198.17,0.0553,0.5583,0.4071,0.5525,moderate 254,Rwanda,2025,capital,Education,Mid_Level,14.34,427509,0.1151,378298,0.4457,168608,60,0.8207,0.859,453.21,0.0806,0.6564,0.7278,0.7499,high 255,Botswana,2021,remote,Security,Mid_Level,2.49,118973,0.2103,93949,0.3229,30340,36,0.7355,0.9031,608.22,0.0795,0.7708,0.5998,0.6407,moderate 256,Nigeria,2024,capital,Education,Junior,230.0,4354801,0.191,3523202,0.3946,1390154,17,0.6098,0.6861,289.86,0.067,0.4853,0.4356,0.5384,moderate 257,Tanzania,2025,rural,Education,Mid_Level,69.01,1346283,0.2421,1020350,0.2444,249394,16,0.6158,0.688,181.66,0.0719,0.5554,0.4613,0.4955,low 258,Ghana,2025,urban,Education,Junior,34.71,868164,0.1598,729393,0.4353,317509,17,0.5072,0.712,204.84,0.0534,0.5234,0.3724,0.5577,moderate 259,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,384381,0.1244,336563,0.3179,106998,63,0.7795,0.8122,485.27,0.0907,0.7354,0.6658,0.7178,high 260,DRC,2025,rural,Security,Junior,108.36,573386,0.5693,246953,0.1236,30513,7,0.5421,0.593,143.19,0.0532,0.3274,0.2028,0.298,critical 261,Ethiopia,2020,capital,Social_Services,Junior,114.15,1185616,0.3087,819665,0.2292,187869,9,0.4953,0.6967,105.41,0.053,0.2828,0.1763,0.403,low 262,DRC,2020,capital,Health,Junior,92.57,618649,0.2633,455738,0.1645,74961,9,0.5987,0.6733,101.31,0.0581,0.274,0.1703,0.3932,low 263,Botswana,2021,urban,Education,Mid_Level,2.49,105050,0.1182,92629,0.574,53173,55,0.6816,0.8622,433.45,0.0657,0.75,0.5645,0.7622,high 264,Botswana,2021,urban,Education,Junior,2.49,106787,0.1488,90897,0.5462,49651,41,0.5722,0.867,377.68,0.0814,0.7529,0.6301,0.7202,high 265,Ghana,2020,capital,Health,Junior,31.29,872152,0.1436,746893,0.4293,320664,27,0.5279,0.698,224.69,0.0641,0.4909,0.4375,0.5865,moderate 266,Senegal,2024,rural,ICT,Senior,18.0,437838,0.2447,330691,0.2737,90504,25,0.6782,0.7463,406.11,0.0604,0.5527,0.389,0.5259,moderate 267,Senegal,2024,rural,ICT,Junior,18.0,420902,0.2382,320644,0.2895,92828,27,0.6214,0.7619,200.09,0.0714,0.4633,0.436,0.5345,moderate 268,Botswana,2024,urban,Education,Junior,2.6,129513,0.1265,113124,0.4631,52385,50,0.6475,0.914,442.87,0.0704,0.6128,0.653,0.7228,high 269,DRC,2021,rural,Finance,Junior,95.53,532208,0.4374,299417,0.1354,40541,6,0.6007,0.6275,90.36,0.054,0.2603,0.2232,0.332,critical 270,Mozambique,2022,urban,Security,Mid_Level,31.29,354164,0.3411,233345,0.2087,48706,14,0.6048,0.6489,134.72,0.0499,0.3232,0.2369,0.4052,low 271,Ethiopia,2018,remote,Administration,Junior,108.65,1313497,0.6,525398,0.1366,71752,7,0.5041,0.6758,99.95,0.0558,0.2571,0.1723,0.2959,critical 272,Kenya,2022,rural,Security,Senior,52.76,1799694,0.1637,1505099,0.2735,411638,28,0.5776,0.7953,534.07,0.069,0.7349,0.6837,0.6086,moderate 273,Ethiopia,2025,rural,Agriculture,Junior,129.15,1579589,0.3463,1032501,0.1567,161774,9,0.5244,0.6214,133.38,0.0682,0.3242,0.2102,0.3717,low 274,Kenya,2022,capital,Security,Mid_Level,52.76,1719620,0.1117,1527475,0.5427,829002,37,0.6433,0.8706,474.12,0.079,0.656,0.6344,0.7099,high 275,Senegal,2023,capital,Social_Services,Junior,17.53,406707,0.1522,344797,0.4016,138464,23,0.6735,0.7513,284.85,0.0649,0.4604,0.3653,0.5651,moderate 276,Rwanda,2021,capital,Education,Junior,13.04,403343,0.0852,368960,0.55,202931,48,0.7348,0.7788,490.99,0.0649,0.7369,0.6094,0.7376,high 277,Nigeria,2025,urban,Agriculture,Junior,235.75,4884899,0.222,3800286,0.3172,1205421,16,0.4983,0.693,324.86,0.0579,0.4253,0.4725,0.5075,moderate 278,Kenya,2018,urban,Security,Director,48.55,1807853,0.133,1567343,0.5026,787787,25,0.6876,0.9094,1571.7,0.0722,0.6249,0.6925,0.673,high 279,Uganda,2022,urban,Administration,Mid_Level,46.01,347204,0.2592,257206,0.2448,62954,12,0.4894,0.7965,280.73,0.0607,0.4812,0.427,0.4867,low 280,Kenya,2024,rural,Infrastructure,Senior,55.0,1931529,0.1782,1587395,0.3551,563654,32,0.6084,0.8168,758.42,0.0814,0.7337,0.6319,0.6333,moderate 281,Uganda,2019,remote,Education,Director,41.86,305478,0.4608,164710,0.1516,24977,17,0.5065,0.8115,636.79,0.0621,0.5015,0.3258,0.4197,low 282,Ethiopia,2021,urban,Education,Mid_Level,117.0,1403072,0.2637,1033018,0.1918,198154,8,0.4827,0.6641,96.8,0.0692,0.2739,0.1673,0.3957,low 283,Mozambique,2025,urban,Finance,Director,33.89,384090,0.3128,263962,0.1724,45505,12,0.6284,0.7081,229.08,0.0575,0.2834,0.1704,0.3965,low 284,Kenya,2023,capital,Education,Junior,53.87,1884256,0.1036,1689062,0.4702,794232,27,0.6908,0.7896,506.57,0.0703,0.611,0.5726,0.646,moderate 285,Mozambique,2018,capital,Infrastructure,Mid_Level,28.12,246431,0.25,184833,0.2213,40897,10,0.5193,0.5943,99.85,0.0592,0.3441,0.2397,0.4154,low 286,Mozambique,2025,urban,Health,Junior,33.89,312242,0.232,239793,0.174,41713,11,0.5178,0.6084,135.56,0.0566,0.3317,0.1793,0.4053,low 287,Ghana,2022,capital,Infrastructure,Junior,32.62,732609,0.1672,610129,0.3902,238094,20,0.6548,0.6815,259.77,0.0612,0.4626,0.3924,0.5435,moderate 288,Botswana,2018,rural,Education,Junior,2.38,101058,0.195,81347,0.4182,34015,57,0.7612,0.8777,494.01,0.093,0.7023,0.6123,0.7114,high 289,DRC,2023,rural,Health,Junior,101.74,576277,0.5466,261288,0.1156,30214,9,0.5267,0.683,93.74,0.0702,0.2983,0.1808,0.3151,critical 290,Ethiopia,2019,urban,Education,Mid_Level,111.37,1516640,0.3363,1006595,0.2231,224584,9,0.5888,0.6955,105.1,0.0709,0.2906,0.224,0.4,low 291,Uganda,2025,rural,Health,Mid_Level,50.57,358277,0.4016,214379,0.1869,40062,16,0.6334,0.7022,233.93,0.0635,0.4879,0.348,0.4252,low 292,Kenya,2018,urban,Security,Mid_Level,48.55,1524077,0.1323,1322384,0.4228,559064,30,0.6626,0.8176,512.04,0.0935,0.7082,0.6804,0.6591,high 293,Kenya,2018,capital,Health,Senior,48.55,1870576,0.1049,1674259,0.4396,735962,31,0.641,0.8707,834.04,0.093,0.657,0.6913,0.6766,high 294,Uganda,2022,urban,Administration,Junior,46.01,391475,0.2946,276142,0.3093,85400,15,0.53,0.7992,290.62,0.06,0.5402,0.3629,0.5013,moderate 295,Mozambique,2022,remote,Education,Mid_Level,31.29,355212,0.5373,164371,0.1205,19813,11,0.625,0.6048,121.35,0.0595,0.3269,0.2327,0.32,critical 296,Ethiopia,2023,rural,Finance,Mid_Level,122.93,1479237,0.3394,977151,0.1601,156487,12,0.5824,0.6884,112.11,0.0607,0.258,0.1906,0.3833,low 297,Rwanda,2021,capital,Health,Mid_Level,13.04,383538,0.0928,347960,0.4662,162218,51,0.6909,0.8456,524.26,0.0642,0.7856,0.5385,0.7301,high 298,Senegal,2021,capital,Infrastructure,Junior,16.62,405064,0.138,349152,0.4,139655,18,0.4895,0.7356,255.47,0.059,0.5693,0.4331,0.5711,moderate 299,Ghana,2025,urban,Justice,Mid_Level,34.71,896947,0.215,704120,0.4028,283609,30,0.662,0.6941,279.91,0.0596,0.5628,0.4491,0.5773,moderate 300,Ethiopia,2018,capital,Health,Mid_Level,108.65,1139816,0.3051,792112,0.2438,193092,12,0.5118,0.6525,92.46,0.0692,0.2708,0.1682,0.4064,low 301,Senegal,2019,rural,Health,Mid_Level,15.76,372210,0.2377,283738,0.2322,65883,16,0.5553,0.7054,279.89,0.0566,0.4924,0.3382,0.4775,low 302,Rwanda,2022,capital,Security,Junior,13.35,457728,0.1031,410542,0.4559,187156,35,0.6082,0.791,415.52,0.0919,0.7217,0.5659,0.6731,high 303,Botswana,2022,capital,ICT,Junior,2.52,121482,0.1242,106390,0.5012,53323,36,0.6216,0.9126,511.1,0.085,0.7594,0.7353,0.7206,high 304,Kenya,2021,urban,Security,Junior,51.68,2000989,0.1091,1782636,0.3998,712772,41,0.6322,0.7905,406.03,0.081,0.7727,0.5384,0.6749,high 305,Mozambique,2018,rural,ICT,Junior,28.12,319991,0.4435,178059,0.1346,23972,14,0.587,0.6515,114.45,0.0676,0.3264,0.2206,0.3602,low 306,Rwanda,2025,urban,Social_Services,Senior,14.34,392869,0.0882,358211,0.4488,160764,60,0.6932,0.884,528.31,0.0754,0.7243,0.5537,0.7505,high 307,South Africa,2025,capital,Administration,Junior,62.5,3803445,0.1584,3201098,0.4727,1513043,29,0.5374,0.8653,592.87,0.0769,0.6884,0.6732,0.667,high 308,Botswana,2022,rural,Finance,Mid_Level,2.52,130510,0.1579,109897,0.3278,36025,34,0.6462,0.8235,631.99,0.0841,0.7043,0.7275,0.6442,moderate 309,Nigeria,2020,rural,Health,Mid_Level,208.37,4710911,0.3345,3134907,0.2655,832197,18,0.6276,0.7576,267.78,0.0494,0.4552,0.4082,0.4777,low 310,Ghana,2018,rural,Social_Services,Director,30.01,660706,0.2822,474246,0.2437,115564,24,0.6568,0.6855,444.34,0.0486,0.5017,0.4499,0.4984,low 311,Mozambique,2019,capital,Agriculture,Junior,28.88,308791,0.302,215522,0.2332,50268,14,0.5593,0.6932,97.17,0.0496,0.314,0.1642,0.4196,low 312,Uganda,2025,rural,ICT,Junior,50.57,402864,0.3948,243811,0.1846,44999,15,0.5868,0.8218,286.71,0.0508,0.4963,0.4142,0.4493,low 313,Uganda,2019,urban,Education,Junior,41.86,336088,0.2339,257480,0.2825,72730,12,0.5848,0.7043,309.44,0.0486,0.5033,0.3712,0.4852,low 314,Ghana,2019,urban,Social_Services,Director,30.64,720888,0.1551,609074,0.4104,249979,26,0.5498,0.789,632.1,0.0637,0.4789,0.3903,0.5841,moderate 315,Ethiopia,2019,rural,Health,Senior,111.37,1455863,0.4614,784085,0.1369,107366,8,0.5269,0.6624,225.28,0.057,0.3338,0.1731,0.3389,critical 316,Uganda,2020,capital,Justice,Junior,43.2,320403,0.2664,235040,0.3031,71246,10,0.4594,0.7516,220.74,0.0523,0.517,0.3565,0.4843,low 317,Tanzania,2022,urban,Education,Junior,63.15,1047031,0.1608,878707,0.2903,255063,22,0.6465,0.7308,261.38,0.0616,0.5493,0.3578,0.5377,moderate 318,Ghana,2020,urban,Health,Junior,31.29,870877,0.2097,688286,0.3399,233957,24,0.5748,0.7484,258.21,0.0485,0.5513,0.4758,0.5575,moderate 319,Ethiopia,2023,rural,Infrastructure,Junior,122.93,1319781,0.4341,746834,0.1382,103180,11,0.5311,0.6389,107.56,0.0713,0.2707,0.1721,0.3436,critical 320,Ethiopia,2019,rural,ICT,Junior,111.37,1499006,0.3828,925175,0.1671,154595,7,0.5273,0.6701,122.62,0.0537,0.3296,0.2376,0.3708,low 321,Uganda,2021,rural,Social_Services,Junior,44.58,395648,0.3283,265737,0.2165,57545,11,0.5095,0.755,253.74,0.0684,0.5744,0.3372,0.454,low 322,South Africa,2020,urban,Finance,Mid_Level,60.06,3523039,0.1895,2855401,0.4235,1209403,38,0.6751,0.8433,389.19,0.0767,0.6814,0.5688,0.655,high 323,Tanzania,2024,urban,Agriculture,Mid_Level,67.0,1342553,0.1681,1116918,0.2724,304201,15,0.5484,0.7198,289.48,0.0539,0.4377,0.3862,0.5039,moderate 324,Botswana,2024,rural,Security,Mid_Level,2.6,124869,0.1802,102368,0.3534,36176,46,0.7395,0.8189,546.19,0.0794,0.7007,0.5434,0.6555,high 325,South Africa,2023,rural,Health,Junior,61.51,2818528,0.1851,2296811,0.4129,948314,39,0.6276,0.8117,644.0,0.0721,0.7474,0.5938,0.6603,high 326,Nigeria,2018,rural,Health,Mid_Level,198.33,3669521,0.3295,2460294,0.2594,638254,22,0.5041,0.7806,323.52,0.0538,0.4661,0.4502,0.4962,low 327,Kenya,2019,rural,Justice,Junior,49.57,1762993,0.1855,1436022,0.3011,432430,42,0.6004,0.8269,604.6,0.0701,0.7675,0.5406,0.6388,moderate 328,Mozambique,2021,capital,Security,Senior,30.47,336626,0.3053,233860,0.2271,53120,13,0.553,0.7037,195.53,0.0692,0.2762,0.1997,0.4161,low 329,Botswana,2023,capital,Education,Executive,2.56,113009,0.0977,101962,0.5469,55760,42,0.6927,0.9219,2583.91,0.0849,0.742,0.6037,0.7401,high 330,Botswana,2024,capital,Health,Executive,2.6,129781,0.1032,116387,0.6063,70561,44,0.6401,0.8138,1563.23,0.0816,0.6888,0.6532,0.742,high 331,Ghana,2019,remote,Security,Senior,30.64,676306,0.3147,463444,0.232,107526,22,0.5342,0.7148,323.91,0.0587,0.4739,0.3634,0.4753,low 332,Senegal,2023,capital,Education,Mid_Level,17.53,348092,0.1279,303562,0.3495,106100,15,0.5556,0.6808,215.94,0.0719,0.5628,0.3544,0.5367,moderate 333,DRC,2020,rural,Social_Services,Senior,92.57,493142,0.4079,291992,0.117,34163,9,0.5974,0.599,188.02,0.0517,0.3168,0.2333,0.3446,critical 334,Tanzania,2021,capital,Agriculture,Junior,61.31,1206598,0.1648,1007798,0.3738,376704,15,0.5025,0.721,180.24,0.0547,0.524,0.3428,0.5346,moderate 335,South Africa,2018,capital,Health,Senior,59.11,3549965,0.1244,3108239,0.5821,1809404,45,0.7814,0.8241,653.48,0.0785,0.7749,0.7094,0.749,high 336,South Africa,2021,capital,Security,Senior,60.54,3112082,0.1622,2607146,0.5238,1365712,39,0.6609,0.8969,964.88,0.0782,0.6669,0.6171,0.7008,high 337,Ghana,2019,urban,Health,Junior,30.64,689656,0.1689,573144,0.4189,240094,21,0.6036,0.8102,260.04,0.0527,0.4767,0.4145,0.5756,moderate 338,South Africa,2022,capital,Finance,Mid_Level,61.02,3008311,0.1588,2530480,0.4704,1190251,36,0.7028,0.8091,531.55,0.0771,0.6615,0.7582,0.6812,high 339,Kenya,2020,capital,Administration,Mid_Level,50.61,1868059,0.0984,1684283,0.4269,719009,37,0.5915,0.8034,583.74,0.0731,0.61,0.5295,0.6591,high 340,Rwanda,2021,urban,Social_Services,Junior,13.04,355561,0.1093,316702,0.4432,140351,49,0.7846,0.8576,474.54,0.0957,0.6087,0.7623,0.7217,high 341,Ghana,2022,urban,Administration,Mid_Level,32.62,800327,0.1636,669378,0.4033,269989,26,0.5522,0.7814,271.61,0.0575,0.4257,0.3915,0.5739,moderate 342,Botswana,2018,capital,Finance,Junior,2.38,99800,0.119,87927,0.5429,47738,58,0.8234,0.8645,640.08,0.0918,0.662,0.7149,0.7684,high 343,Tanzania,2019,rural,Infrastructure,Junior,57.79,969845,0.3121,667167,0.2116,141188,14,0.5039,0.7469,301.4,0.0662,0.4905,0.3534,0.4563,low 344,Uganda,2018,urban,Social_Services,Mid_Level,40.56,315597,0.2802,227157,0.2697,61273,15,0.5629,0.7771,251.16,0.0706,0.4892,0.3225,0.4826,low 345,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,4327422,0.2047,3441519,0.3463,1191885,22,0.5723,0.7353,201.84,0.0579,0.543,0.4654,0.5515,moderate 346,Nigeria,2022,urban,Security,Mid_Level,218.92,4157957,0.2544,3100217,0.2878,892229,14,0.4931,0.6984,306.84,0.0582,0.4662,0.3887,0.4836,low 347,Ghana,2021,urban,Health,Mid_Level,31.94,711557,0.1998,569366,0.3505,199588,28,0.6681,0.6938,188.01,0.0708,0.4945,0.4208,0.5533,moderate 348,Ethiopia,2018,urban,Infrastructure,Senior,108.65,1214394,0.3497,789751,0.2307,182200,7,0.4953,0.6159,173.79,0.0632,0.294,0.1796,0.3775,low 349,Rwanda,2023,urban,Infrastructure,Mid_Level,13.67,375936,0.1158,332404,0.4464,148387,45,0.6085,0.8665,530.8,0.0749,0.7756,0.7398,0.7267,high 350,DRC,2018,rural,Education,Executive,86.92,478488,0.4379,268976,0.1179,31716,6,0.5542,0.6475,399.61,0.0602,0.335,0.2234,0.338,critical 351,Senegal,2021,urban,Health,Senior,16.62,388631,0.1667,323855,0.3921,126973,17,0.5991,0.7075,289.63,0.0592,0.4831,0.4706,0.5503,moderate 352,Mozambique,2020,remote,Justice,Mid_Level,29.66,334054,0.4623,179613,0.1044,18756,9,0.4999,0.6994,118.16,0.0562,0.2745,0.1988,0.3353,critical 353,Ghana,2023,urban,Justice,Mid_Level,33.3,904337,0.1621,757775,0.4001,303211,19,0.5525,0.7837,269.75,0.0525,0.5538,0.3285,0.5628,moderate 354,Nigeria,2022,remote,Infrastructure,Senior,218.92,4503366,0.4175,2623376,0.1884,494249,22,0.54,0.7863,316.03,0.0715,0.4592,0.3579,0.4474,low 355,Uganda,2024,capital,Education,Mid_Level,49.0,351868,0.2073,278936,0.2988,83338,12,0.5045,0.6764,230.57,0.0556,0.4297,0.4194,0.4892,low 356,Rwanda,2023,capital,Education,Senior,13.67,420266,0.0926,381341,0.4987,190183,41,0.7261,0.9204,934.8,0.0712,0.6603,0.5618,0.7143,high 357,Nigeria,2020,urban,Security,Junior,208.37,4691707,0.1893,3803665,0.2812,1069518,24,0.6324,0.7283,264.32,0.0534,0.4503,0.3954,0.5268,moderate 358,Botswana,2020,urban,Education,Mid_Level,2.45,119060,0.1092,106058,0.4557,48335,43,0.7272,0.8756,560.56,0.0769,0.6443,0.6583,0.7057,high 359,South Africa,2019,rural,Education,Junior,59.58,3163856,0.2268,2446331,0.3709,907323,38,0.734,0.9078,613.73,0.0841,0.7284,0.6784,0.6579,high 360,DRC,2021,urban,Agriculture,Junior,95.53,488496,0.4106,287901,0.1425,41039,8,0.5504,0.6108,148.49,0.0526,0.3346,0.221,0.3502,low 361,Kenya,2019,capital,Education,Junior,49.57,1602690,0.1439,1371987,0.4411,605142,41,0.5961,0.9316,417.66,0.0775,0.7123,0.5513,0.6929,high 362,Rwanda,2024,capital,Infrastructure,Mid_Level,14.0,432932,0.0789,398760,0.4539,180995,39,0.617,0.7896,626.58,0.0804,0.726,0.6129,0.6936,high 363,Tanzania,2020,urban,Education,Junior,59.53,1056326,0.1985,846693,0.3528,298671,15,0.558,0.6974,227.5,0.0652,0.4512,0.413,0.5171,moderate 364,Uganda,2021,capital,Administration,Junior,44.58,387032,0.232,297253,0.3394,100876,13,0.5375,0.7888,226.55,0.0567,0.5742,0.4089,0.526,moderate 365,South Africa,2023,urban,Social_Services,Senior,61.51,3321783,0.1569,2800437,0.4241,1187765,42,0.7332,0.8416,599.12,0.0732,0.7021,0.7375,0.692,high 366,Tanzania,2019,rural,Justice,Director,57.79,920682,0.309,636166,0.2308,146838,20,0.5024,0.7509,670.99,0.0554,0.4897,0.4087,0.4829,low 367,DRC,2022,capital,Finance,Junior,98.59,665483,0.381,411932,0.1692,69691,6,0.4799,0.6471,146.96,0.06,0.26,0.1632,0.3514,low 368,Mozambique,2019,remote,Security,Mid_Level,28.88,273156,0.5624,119519,0.1025,12254,14,0.622,0.6478,148.39,0.0546,0.3143,0.167,0.3153,critical 369,Botswana,2021,capital,Health,Junior,2.49,106006,0.116,93708,0.5683,53250,39,0.7527,0.9247,387.7,0.0773,0.7313,0.7107,0.7435,high 370,Rwanda,2020,rural,Health,Junior,12.73,406790,0.1512,345267,0.37,127745,36,0.5811,0.7732,407.63,0.0641,0.7009,0.6574,0.6465,moderate 371,Uganda,2023,urban,Health,Mid_Level,47.48,329054,0.3095,227196,0.2356,53531,15,0.6263,0.7609,266.26,0.0644,0.4434,0.428,0.4703,low 372,Kenya,2025,remote,Finance,Junior,56.15,2114783,0.2289,1630796,0.2225,362894,28,0.5515,0.8431,401.04,0.0646,0.6059,0.7618,0.5816,moderate 373,Kenya,2018,capital,Finance,Junior,48.55,1935204,0.1397,1664803,0.4663,776269,33,0.6083,0.7714,437.85,0.0679,0.6165,0.6658,0.6581,high 374,Mozambique,2018,capital,Infrastructure,Junior,28.12,250674,0.2053,199221,0.1961,39068,10,0.5886,0.704,113.23,0.0577,0.3191,0.2102,0.4312,low 375,Senegal,2019,capital,Finance,Mid_Level,15.76,309043,0.1321,268220,0.3616,97000,18,0.5653,0.773,251.41,0.0528,0.4404,0.4515,0.5575,moderate 376,Kenya,2021,capital,Education,Senior,51.68,1945230,0.138,1676712,0.4947,829470,33,0.6181,0.798,817.86,0.0827,0.6275,0.7503,0.6791,high 377,Mozambique,2020,capital,Education,Senior,29.66,333747,0.255,248635,0.2456,61057,14,0.6102,0.6968,167.24,0.0662,0.307,0.2176,0.4396,low 378,Senegal,2019,rural,ICT,Junior,15.76,397164,0.2055,315550,0.2329,73503,16,0.6122,0.7582,221.07,0.0626,0.4748,0.3917,0.4973,low 379,Rwanda,2024,rural,Justice,Mid_Level,14.0,481916,0.1291,419698,0.312,130962,37,0.6585,0.8693,567.79,0.0747,0.5976,0.6844,0.6468,moderate 380,South Africa,2025,capital,Education,Junior,62.5,3238174,0.1369,2795012,0.5152,1440011,43,0.6408,0.8323,362.01,0.0934,0.6804,0.6053,0.7055,high 381,Uganda,2018,rural,Social_Services,Junior,40.56,289962,0.3091,200340,0.2061,41297,18,0.5613,0.7266,289.88,0.0658,0.462,0.3457,0.459,low 382,Tanzania,2020,rural,Security,Mid_Level,59.53,1177411,0.2405,894284,0.2132,190685,13,0.6131,0.7624,219.72,0.0497,0.5335,0.4398,0.4874,low 383,Kenya,2023,capital,Administration,Senior,53.87,1974636,0.1272,1723372,0.5382,927566,43,0.6913,0.8358,688.68,0.0902,0.7304,0.5401,0.7127,high 384,Mozambique,2019,remote,Administration,Director,28.88,282590,0.5345,131534,0.1186,15604,10,0.4825,0.7146,215.44,0.0623,0.3135,0.2145,0.331,critical 385,Ghana,2020,rural,Education,Senior,31.29,716284,0.2589,530849,0.3038,161275,20,0.5344,0.7919,281.85,0.0526,0.4933,0.4688,0.5262,moderate 386,Nigeria,2022,urban,ICT,Mid_Level,218.92,4291306,0.217,3359886,0.3114,1046288,17,0.6,0.6811,277.27,0.0528,0.4826,0.3434,0.5009,moderate 387,Kenya,2022,rural,Education,Junior,52.76,1695114,0.2029,1351168,0.2977,402234,40,0.6266,0.7971,568.19,0.079,0.6016,0.7696,0.6304,moderate 388,Uganda,2019,urban,Education,Mid_Level,41.86,363555,0.2167,284787,0.3107,88477,16,0.6402,0.7976,314.18,0.0624,0.4786,0.3909,0.5201,moderate 389,DRC,2023,urban,Security,Junior,101.74,670898,0.3174,457952,0.187,85625,6,0.4657,0.6905,142.95,0.0657,0.3414,0.1816,0.3883,low 390,Nigeria,2024,urban,Infrastructure,Junior,230.0,3918073,0.2317,3010249,0.3545,1067142,16,0.637,0.7546,201.74,0.0635,0.4538,0.3302,0.5123,moderate 391,Ethiopia,2023,capital,Health,Mid_Level,122.93,1278282,0.3147,876014,0.2613,228922,7,0.5309,0.5976,129.55,0.0495,0.34,0.1766,0.3955,low 392,Mozambique,2023,capital,Education,Mid_Level,32.13,328370,0.3071,227532,0.1853,42157,8,0.5081,0.6326,147.64,0.0699,0.3342,0.1715,0.385,low 393,Ethiopia,2021,rural,Education,Mid_Level,117.0,1293323,0.3903,788494,0.1773,139800,8,0.6061,0.6248,85.69,0.0541,0.2704,0.2005,0.3576,low 394,Ethiopia,2018,rural,Administration,Junior,108.65,1174127,0.4032,700714,0.1737,121732,10,0.4754,0.6548,117.7,0.0559,0.2649,0.2385,0.3662,low 395,Ethiopia,2019,capital,Health,Mid_Level,111.37,1313803,0.252,982789,0.2349,230875,11,0.5084,0.704,106.06,0.0528,0.3409,0.2248,0.4354,low 396,Senegal,2020,rural,Infrastructure,Junior,16.18,392237,0.2378,298968,0.2405,71894,23,0.5688,0.6752,319.27,0.0612,0.5148,0.416,0.5025,moderate 397,South Africa,2022,capital,ICT,Mid_Level,61.02,3399878,0.1493,2892441,0.5056,1462515,29,0.5883,0.7949,548.63,0.0921,0.6586,0.6065,0.6573,high 398,Tanzania,2023,capital,Administration,Junior,65.05,1030790,0.1531,872978,0.3796,331400,15,0.5873,0.6984,204.12,0.0691,0.4472,0.323,0.5259,moderate 399,Senegal,2022,remote,Education,Junior,17.07,429768,0.2891,305527,0.2122,64832,25,0.6357,0.7327,223.65,0.0652,0.5325,0.4721,0.5036,moderate 400,Nigeria,2022,urban,Infrastructure,Mid_Level,218.92,4282105,0.2512,3206431,0.3384,1084981,14,0.5676,0.77,312.29,0.0579,0.5112,0.396,0.513,moderate 401,Botswana,2022,capital,Administration,Director,2.52,115204,0.1145,102009,0.4995,50958,47,0.6734,0.8855,910.34,0.0867,0.6552,0.6894,0.7311,high 402,Uganda,2023,capital,Finance,Senior,47.48,391877,0.1986,314050,0.2949,92601,13,0.5755,0.7672,264.84,0.0626,0.5352,0.443,0.5195,moderate 403,South Africa,2018,urban,Finance,Junior,59.11,3058103,0.1417,2624876,0.4376,1148548,44,0.6278,0.8859,364.43,0.082,0.6772,0.7272,0.7073,high 404,Ethiopia,2024,urban,Security,Junior,126.0,1548472,0.2622,1142401,0.2157,246397,8,0.5932,0.6428,126.54,0.0566,0.281,0.1762,0.4005,low 405,Senegal,2025,rural,Health,Mid_Level,18.49,396752,0.1741,327665,0.2582,84596,17,0.5186,0.7794,213.57,0.0694,0.5236,0.4532,0.5281,moderate 406,Botswana,2022,rural,Education,Mid_Level,2.52,114108,0.1951,91841,0.3454,31721,47,0.7405,0.8279,610.27,0.0759,0.6314,0.6719,0.6596,high 407,Mozambique,2021,capital,Health,Junior,30.47,329266,0.2961,231755,0.219,50744,9,0.5415,0.6962,137.96,0.055,0.2662,0.2321,0.4075,low 408,Senegal,2024,capital,Social_Services,Junior,18.0,344118,0.1589,289439,0.3882,112355,20,0.6503,0.8009,183.64,0.0628,0.5408,0.4081,0.5723,moderate 409,Ghana,2025,rural,Health,Junior,34.71,952789,0.2877,678682,0.2463,167132,19,0.6215,0.6847,185.28,0.0693,0.5451,0.4611,0.4905,low 410,DRC,2023,urban,Administration,Junior,101.74,569352,0.4156,332705,0.174,57874,9,0.4807,0.7088,128.12,0.064,0.3373,0.1905,0.3712,low 411,Nigeria,2023,rural,Justice,Senior,224.39,4730228,0.2481,3556579,0.2172,772439,25,0.6844,0.8201,270.78,0.0572,0.539,0.4405,0.5257,moderate 412,Nigeria,2018,rural,Health,Mid_Level,198.33,3656799,0.2464,2755839,0.2098,578068,24,0.6397,0.8148,245.5,0.0579,0.4788,0.4186,0.5128,moderate 413,Ethiopia,2020,rural,Social_Services,Senior,114.15,1264104,0.4245,727441,0.1467,106734,7,0.5609,0.6564,204.18,0.0501,0.3446,0.2395,0.3549,low 414,Nigeria,2021,remote,Education,Mid_Level,213.58,4757522,0.4222,2748896,0.1968,541081,19,0.6313,0.7786,194.87,0.0507,0.5408,0.4201,0.454,low 415,Ethiopia,2022,remote,Security,Junior,119.93,1401984,0.5471,634956,0.1294,82144,10,0.5414,0.6795,134.78,0.0679,0.2606,0.2204,0.3206,critical 416,DRC,2022,capital,Security,Mid_Level,98.59,595728,0.3576,382691,0.1692,64756,6,0.5005,0.6383,134.11,0.0683,0.3199,0.1739,0.363,low 417,Uganda,2020,capital,Security,Junior,43.2,348226,0.268,254895,0.3154,80389,13,0.5243,0.773,257.42,0.0503,0.5561,0.402,0.5061,moderate 418,Mozambique,2021,capital,Education,Junior,30.47,283697,0.2629,209112,0.2136,44657,14,0.6296,0.6135,91.21,0.0668,0.3445,0.2291,0.4221,low 419,Kenya,2018,capital,Health,Senior,48.55,1740825,0.1207,1530779,0.4878,746776,29,0.6348,0.7702,815.71,0.0875,0.7363,0.6064,0.6641,high 420,Tanzania,2024,rural,Health,Junior,67.0,1255605,0.2418,952046,0.1984,188910,14,0.5002,0.7467,266.11,0.0522,0.5319,0.365,0.4758,low 421,Nigeria,2020,capital,Justice,Director,208.37,4157996,0.1634,3478735,0.3341,1162389,15,0.6176,0.6877,799.93,0.0621,0.5027,0.4556,0.5292,moderate 422,Rwanda,2018,rural,Health,Senior,12.14,367480,0.1187,323852,0.3696,119692,35,0.5706,0.9006,734.19,0.0922,0.7284,0.6821,0.6764,high 423,Rwanda,2020,capital,ICT,Junior,12.73,385312,0.0873,351687,0.4683,164708,52,0.7713,0.8971,610.64,0.0734,0.6928,0.5224,0.7314,high 424,Kenya,2023,urban,Agriculture,Junior,53.87,2066065,0.1521,1751748,0.4898,858047,25,0.6886,0.8071,442.83,0.072,0.6512,0.6637,0.6495,moderate 425,South Africa,2019,urban,Security,Senior,59.58,3340240,0.1775,2747508,0.4427,1216287,47,0.5925,0.8099,550.68,0.0854,0.6724,0.6895,0.6915,high 426,Mozambique,2020,rural,Finance,Junior,29.66,290432,0.4057,172613,0.146,25199,8,0.5588,0.6252,85.04,0.0517,0.2998,0.1848,0.3473,critical 427,Botswana,2023,capital,Justice,Junior,2.56,119450,0.1254,104470,0.5562,58108,32,0.6347,0.9342,640.7,0.0711,0.7537,0.6097,0.7142,high 428,Mozambique,2019,rural,Infrastructure,Mid_Level,28.88,317212,0.3589,203366,0.1512,30752,11,0.4694,0.6341,152.4,0.0596,0.2647,0.215,0.3687,low 429,Senegal,2025,remote,Agriculture,Junior,18.49,416535,0.3041,289858,0.2128,61683,26,0.5959,0.6928,260.38,0.0518,0.4341,0.3998,0.4795,low 430,Ethiopia,2023,remote,Justice,Senior,122.93,1590211,0.5677,687479,0.1024,70373,10,0.4785,0.5926,142.89,0.0678,0.3219,0.2359,0.3034,critical 431,Uganda,2025,remote,Health,Senior,50.57,445642,0.5168,215336,0.1343,28925,11,0.6132,0.7011,345.44,0.0589,0.4437,0.3233,0.3637,low 432,Mozambique,2025,remote,Administration,Junior,33.89,310451,0.4658,165853,0.1065,17661,8,0.5766,0.7146,122.07,0.0573,0.2903,0.1677,0.3332,critical 433,Ghana,2020,urban,Finance,Mid_Level,31.29,864108,0.1602,725662,0.3304,239791,18,0.5092,0.7606,296.23,0.0693,0.5203,0.3845,0.5421,moderate 434,Ghana,2019,urban,Education,Senior,30.64,763056,0.1603,640748,0.3606,231057,19,0.6483,0.6826,265.39,0.0524,0.5466,0.4038,0.545,moderate 435,Senegal,2023,urban,Health,Senior,17.53,349948,0.1317,303845,0.3597,109286,16,0.4956,0.7951,373.11,0.0538,0.4773,0.4367,0.5576,moderate 436,Senegal,2018,capital,Agriculture,Mid_Level,15.34,385335,0.1368,332631,0.3339,111064,22,0.6124,0.6959,257.93,0.0527,0.5517,0.4536,0.5592,moderate 437,Senegal,2021,remote,ICT,Junior,16.62,351072,0.2808,252478,0.1681,42438,20,0.5384,0.8178,236.74,0.0663,0.483,0.3411,0.4769,low 438,Rwanda,2024,capital,Health,Junior,14.0,443549,0.0899,403664,0.4384,176976,44,0.6243,0.7659,510.44,0.0677,0.6554,0.6867,0.6962,high 439,Ghana,2023,urban,Education,Junior,33.3,946627,0.1577,797327,0.3484,277794,24,0.5404,0.6985,189.38,0.0634,0.5168,0.424,0.5565,moderate 440,Tanzania,2024,urban,Administration,Mid_Level,67.0,1316243,0.2155,1032592,0.2949,304533,15,0.547,0.6896,242.69,0.049,0.4256,0.469,0.5003,moderate 441,Kenya,2023,urban,Education,Mid_Level,53.87,2106890,0.1432,1805123,0.4535,818673,34,0.6066,0.8838,644.29,0.0776,0.6774,0.6313,0.676,high 442,DRC,2021,remote,Security,Junior,95.53,551097,0.5834,229591,0.1,22959,8,0.5817,0.6709,98.29,0.0655,0.3198,0.181,0.2999,critical 443,Senegal,2022,rural,Social_Services,Junior,17.07,341079,0.2148,267819,0.221,59185,20,0.6302,0.6973,243.99,0.0718,0.5009,0.3997,0.4962,low 444,Ghana,2022,capital,Health,Mid_Level,32.62,789896,0.1466,674133,0.361,243331,30,0.533,0.7875,232.3,0.0624,0.4622,0.3449,0.5774,moderate 445,Ethiopia,2022,rural,Education,Junior,119.93,1415248,0.3723,888373,0.1631,144913,7,0.5295,0.5997,118.96,0.0555,0.2957,0.1947,0.3542,low 446,Uganda,2025,urban,Social_Services,Junior,50.57,386592,0.2241,299953,0.2685,80525,16,0.6212,0.7599,271.01,0.0523,0.4306,0.4467,0.5028,moderate 447,Kenya,2019,capital,Administration,Director,49.57,1795522,0.1142,1590519,0.528,839772,28,0.599,0.8257,1559.52,0.0934,0.7317,0.5488,0.6754,high 448,Botswana,2021,capital,Administration,Junior,2.49,96928,0.1212,85184,0.5679,48378,54,0.6246,0.9012,361.2,0.0649,0.6919,0.5775,0.7588,high 449,Ethiopia,2022,capital,Health,Mid_Level,119.93,1314009,0.2975,923066,0.258,238145,7,0.5707,0.6199,112.05,0.0501,0.3305,0.2049,0.4041,low 450,DRC,2022,remote,Education,Senior,98.59,630521,0.6,252208,0.101,25475,10,0.4803,0.6885,212.89,0.0635,0.2801,0.2372,0.3053,critical 451,DRC,2019,rural,Infrastructure,Junior,89.7,574127,0.4011,343866,0.127,43654,9,0.5118,0.6772,95.29,0.0683,0.3407,0.1722,0.3568,low 452,Kenya,2023,urban,Infrastructure,Mid_Level,53.87,1879037,0.1404,1615187,0.4045,653309,32,0.6968,0.7837,529.27,0.0699,0.7728,0.6706,0.6579,high 453,Ghana,2021,capital,Finance,Director,31.94,800829,0.158,674260,0.451,304111,23,0.5791,0.7255,494.09,0.0651,0.556,0.4649,0.5917,moderate 454,Kenya,2025,urban,Education,Mid_Level,56.15,2233531,0.1473,1904619,0.4393,836737,38,0.7053,0.9213,578.96,0.0779,0.6525,0.65,0.6864,high 455,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1022717,0.3484,666400,0.169,112628,13,0.6131,0.7289,239.89,0.0529,0.508,0.4323,0.441,low 456,Uganda,2025,capital,ICT,Mid_Level,50.57,378365,0.2116,298291,0.2816,84013,18,0.5362,0.7444,280.86,0.0689,0.5238,0.4405,0.5206,moderate 457,Ethiopia,2019,remote,Education,Junior,111.37,1527321,0.4623,821172,0.1069,87799,10,0.5107,0.6023,127.28,0.0662,0.3264,0.1724,0.3264,critical 458,South Africa,2022,rural,Health,Junior,61.02,2751280,0.2302,2117807,0.327,692577,45,0.7743,0.8005,544.73,0.0708,0.5988,0.7172,0.6384,moderate 459,Rwanda,2021,remote,Infrastructure,Junior,13.04,385261,0.1586,324155,0.2806,90951,55,0.6857,0.8547,550.84,0.0891,0.6118,0.5259,0.66,high 460,Ghana,2018,urban,Finance,Junior,30.01,730351,0.1758,601957,0.3398,204575,31,0.6426,0.7333,251.04,0.0555,0.5531,0.412,0.575,moderate 461,Senegal,2021,remote,Social_Services,Senior,16.62,335487,0.2325,257473,0.2029,52254,21,0.6162,0.7891,328.95,0.0548,0.4986,0.3638,0.4997,low 462,Ghana,2023,rural,Finance,Mid_Level,33.3,835123,0.2604,617627,0.2569,158666,28,0.6515,0.715,258.4,0.0685,0.4624,0.4378,0.5164,moderate 463,Ethiopia,2025,remote,Finance,Mid_Level,129.15,1778443,0.5394,819200,0.1061,86950,7,0.574,0.6401,101.77,0.0563,0.3232,0.1972,0.3072,critical 464,Botswana,2024,rural,ICT,Senior,2.6,108384,0.1787,89016,0.3288,29265,58,0.6795,0.878,907.12,0.0691,0.7731,0.5232,0.6938,high 465,Ethiopia,2021,rural,Education,Mid_Level,117.0,1578779,0.3909,961580,0.1638,157511,12,0.5929,0.5903,151.88,0.0491,0.308,0.206,0.3632,low 466,DRC,2024,capital,Health,Senior,105.0,563756,0.3161,385558,0.1925,74223,8,0.4858,0.6245,230.65,0.0588,0.259,0.1776,0.3764,low 467,Kenya,2020,remote,Education,Junior,50.61,1778312,0.1875,1444834,0.2237,323256,45,0.7217,0.7736,484.61,0.0695,0.6208,0.6726,0.6169,moderate 468,South Africa,2022,rural,Administration,Junior,61.02,3644441,0.2296,2807528,0.334,937585,48,0.5956,0.8601,566.49,0.073,0.7763,0.5825,0.661,high 469,Kenya,2024,capital,Health,Junior,55.0,2129467,0.1029,1910259,0.5341,1020198,29,0.6072,0.825,385.44,0.0942,0.687,0.6995,0.6927,high 470,Senegal,2022,urban,Agriculture,Senior,17.07,397901,0.1641,332603,0.3673,122175,23,0.5801,0.7687,362.3,0.0662,0.5703,0.4736,0.578,moderate 471,Tanzania,2024,rural,Justice,Junior,67.0,1198408,0.2384,912741,0.1906,174000,23,0.6566,0.7521,213.12,0.0646,0.4902,0.4485,0.5022,moderate 472,Botswana,2025,urban,Education,Junior,2.64,104267,0.1207,91686,0.4516,41401,34,0.5924,0.7922,569.65,0.0674,0.7769,0.5775,0.672,high 473,Rwanda,2018,capital,Security,Junior,12.14,365330,0.0811,335706,0.5774,193828,38,0.6348,0.9098,423.47,0.0725,0.7648,0.5911,0.7411,high 474,Nigeria,2018,urban,Health,Director,198.33,4135319,0.2325,3173976,0.3005,953644,22,0.6193,0.6841,767.82,0.0619,0.5439,0.3621,0.5152,moderate 475,Uganda,2018,rural,Social_Services,Junior,40.56,278127,0.4058,165255,0.1824,30136,13,0.5732,0.69,185.8,0.0486,0.5625,0.3698,0.4234,low 476,Senegal,2023,remote,Security,Mid_Level,17.53,388009,0.2567,288404,0.1977,57031,28,0.6649,0.7386,224.87,0.0692,0.4454,0.4559,0.5062,moderate 477,Botswana,2020,rural,Social_Services,Mid_Level,2.45,100059,0.1912,80930,0.3687,29841,40,0.662,0.839,554.92,0.0684,0.6865,0.7518,0.6641,high 478,Ethiopia,2018,rural,Security,Senior,108.65,1340476,0.4745,704402,0.1467,103328,9,0.6071,0.7002,186.26,0.0594,0.2956,0.1647,0.3416,critical 479,Nigeria,2025,rural,Finance,Junior,235.75,4492811,0.2548,3348135,0.256,857018,20,0.5337,0.7685,321.88,0.0509,0.4938,0.3991,0.5048,moderate 480,Uganda,2019,urban,Agriculture,Junior,41.86,300191,0.3085,207586,0.2594,53856,16,0.5855,0.8009,285.98,0.0682,0.5188,0.3919,0.4889,low 481,Mozambique,2021,urban,Finance,Junior,30.47,297701,0.2753,215754,0.1704,36754,10,0.5808,0.6601,142.04,0.061,0.3319,0.2237,0.4033,low 482,Uganda,2018,remote,Health,Mid_Level,40.56,352970,0.4197,204814,0.1544,31630,13,0.4792,0.6763,189.23,0.0504,0.5166,0.4041,0.4097,low 483,DRC,2021,rural,Health,Junior,95.53,620893,0.5587,273990,0.1178,32270,5,0.5666,0.7001,113.78,0.0538,0.259,0.2073,0.3039,critical 484,Ethiopia,2025,rural,Education,Mid_Level,129.15,1704191,0.4159,995350,0.1753,174532,9,0.5116,0.6608,117.46,0.0715,0.3015,0.1908,0.3607,low 485,DRC,2021,rural,Education,Mid_Level,95.53,552672,0.4578,299683,0.1242,37223,5,0.5442,0.6506,116.62,0.0653,0.3232,0.2277,0.3318,critical 486,Tanzania,2020,urban,Security,Mid_Level,59.53,1113883,0.2024,888435,0.3332,296023,14,0.5653,0.6987,236.09,0.0639,0.499,0.3807,0.5105,moderate 487,South Africa,2025,rural,Infrastructure,Director,62.5,3237130,0.2543,2414017,0.3241,782472,34,0.6051,0.783,1251.35,0.0702,0.7282,0.5694,0.5997,moderate 488,Kenya,2018,remote,Security,Director,48.55,1694169,0.183,1384125,0.2454,339601,36,0.5503,0.9114,1339.98,0.0878,0.6987,0.6808,0.6302,moderate 489,Kenya,2020,remote,Finance,Junior,50.61,1535443,0.2373,1171150,0.2748,321835,43,0.7127,0.9334,566.85,0.0749,0.7213,0.5407,0.6331,moderate 490,Ethiopia,2019,urban,Education,Director,111.37,1535080,0.2987,1076493,0.2338,251693,9,0.478,0.6288,252.01,0.0559,0.2744,0.169,0.3949,low 491,Ghana,2019,remote,Health,Junior,30.64,772647,0.2825,554342,0.2111,117026,18,0.5975,0.7595,277.14,0.0616,0.4907,0.376,0.4777,low 492,Kenya,2019,urban,Health,Junior,49.57,1827593,0.1139,1619483,0.3823,619131,38,0.632,0.9013,631.19,0.0946,0.6844,0.5887,0.6746,high 493,DRC,2022,rural,Security,Junior,98.59,514119,0.4243,295967,0.1076,31833,6,0.591,0.5868,127.33,0.0707,0.2874,0.2022,0.3228,critical 494,Senegal,2023,urban,Finance,Senior,17.53,413971,0.182,338633,0.4035,136625,20,0.623,0.7654,412.49,0.0658,0.5375,0.4617,0.5701,moderate 495,Botswana,2020,rural,Education,Mid_Level,2.45,118542,0.1876,96308,0.3748,36096,45,0.6461,0.7937,428.16,0.0932,0.6599,0.7734,0.6717,high 496,Senegal,2019,rural,Agriculture,Mid_Level,15.76,361580,0.2339,277019,0.2871,79544,22,0.5118,0.7156,281.23,0.0599,0.5073,0.4155,0.5179,moderate 497,Botswana,2021,rural,Security,Mid_Level,2.49,119116,0.1942,95979,0.395,37910,57,0.6448,0.8724,565.08,0.0793,0.6555,0.663,0.7054,high 498,Kenya,2020,remote,Education,Junior,50.61,1812041,0.2156,1421293,0.2109,299757,36,0.6513,0.7944,529.29,0.0822,0.7575,0.614,0.5951,moderate 499,Senegal,2019,remote,Agriculture,Junior,15.76,379960,0.2372,289814,0.2085,60419,24,0.6798,0.8198,216.16,0.0664,0.4725,0.4207,0.5151,moderate 500,Nigeria,2022,capital,Health,Junior,218.92,3889646,0.1806,3187128,0.404,1287444,20,0.6317,0.8007,285.24,0.0574,0.5546,0.4387,0.5753,moderate 501,Tanzania,2023,remote,Agriculture,Mid_Level,65.05,1307923,0.324,884170,0.1837,162424,13,0.4694,0.7542,186.04,0.0714,0.4258,0.4349,0.4466,low 502,Senegal,2019,remote,Education,Junior,15.76,297420,0.2758,215402,0.22,47395,28,0.5821,0.7474,190.07,0.0605,0.515,0.3602,0.5057,moderate 503,Ethiopia,2022,remote,Health,Junior,119.93,1313903,0.446,727881,0.108,78596,10,0.4756,0.681,147.87,0.0702,0.3144,0.1758,0.3417,critical 504,Tanzania,2018,capital,ICT,Director,56.11,974227,0.1637,814711,0.337,274564,15,0.6406,0.7082,575.93,0.0583,0.4438,0.3813,0.5195,moderate 505,Ghana,2024,capital,Agriculture,Junior,34.0,765986,0.1288,667335,0.3914,261222,18,0.5509,0.7965,282.95,0.0707,0.4891,0.4332,0.5724,moderate 506,Kenya,2023,capital,Education,Mid_Level,53.87,2053202,0.1182,1810581,0.4408,798094,45,0.6016,0.9275,592.71,0.0908,0.7619,0.5741,0.7159,high 507,Botswana,2023,rural,Justice,Junior,2.56,104243,0.1564,87934,0.3817,33562,46,0.7531,0.8957,552.85,0.0724,0.6956,0.6072,0.6859,high 508,South Africa,2019,capital,Education,Junior,59.58,3225769,0.1254,2821296,0.5028,1418615,29,0.6421,0.8616,451.24,0.0687,0.7962,0.6719,0.6929,high 509,Senegal,2023,urban,Social_Services,Senior,17.53,372021,0.1743,307172,0.3235,99362,24,0.578,0.676,477.49,0.0688,0.4686,0.4796,0.5435,moderate 510,Mozambique,2020,rural,Social_Services,Junior,29.66,292240,0.4094,172586,0.128,22097,11,0.5129,0.673,93.79,0.0536,0.319,0.1725,0.3572,low 511,Ethiopia,2021,rural,Justice,Junior,117.0,1552307,0.4576,841928,0.1523,128213,11,0.5813,0.6631,124.21,0.0656,0.3449,0.2063,0.3558,low 512,Mozambique,2024,rural,Social_Services,Director,33.0,299615,0.3326,199958,0.1477,29539,11,0.5555,0.6887,377.71,0.058,0.3196,0.1757,0.3841,low 513,Uganda,2022,capital,Infrastructure,Mid_Level,46.01,394064,0.2544,293833,0.2873,84405,10,0.4777,0.821,313.35,0.0558,0.4638,0.3898,0.4917,low 514,Tanzania,2023,urban,Health,Junior,65.05,1086777,0.1841,886663,0.2769,245479,19,0.5806,0.7156,258.08,0.0598,0.5444,0.473,0.5298,moderate 515,Ethiopia,2019,remote,Security,Mid_Level,111.37,1285992,0.4922,653000,0.1022,66738,12,0.5655,0.6373,123.15,0.049,0.2706,0.2099,0.3261,critical 516,Rwanda,2022,rural,Security,Mid_Level,13.35,438426,0.1191,386195,0.3552,137192,56,0.6752,0.7983,414.16,0.0703,0.705,0.5553,0.6948,high 517,Rwanda,2023,capital,Health,Junior,13.67,372240,0.1148,329520,0.4742,156262,41,0.6036,0.8286,531.75,0.089,0.6716,0.6828,0.7021,high 518,DRC,2021,remote,Agriculture,Junior,95.53,608202,0.6,243280,0.1,24328,10,0.6014,0.6106,140.65,0.0624,0.3031,0.2011,0.292,critical 519,Ghana,2024,rural,Infrastructure,Junior,34.0,836817,0.2792,603201,0.2978,179624,18,0.6379,0.799,257.0,0.0485,0.5094,0.3287,0.5033,moderate 520,Botswana,2020,urban,Administration,Junior,2.45,122141,0.1471,104175,0.4521,47100,37,0.6888,0.8937,467.73,0.085,0.7236,0.7123,0.6964,high 521,Kenya,2023,capital,Health,Junior,53.87,2130026,0.1399,1832141,0.5228,957893,26,0.6175,0.7968,460.52,0.0725,0.7691,0.5576,0.6629,high 522,Rwanda,2023,remote,Security,Junior,13.67,460340,0.1903,372736,0.2487,92698,54,0.7974,0.8461,509.4,0.0785,0.6102,0.7246,0.66,high 523,DRC,2019,urban,Education,Junior,89.7,522456,0.377,325493,0.1557,50667,6,0.5821,0.7112,117.02,0.0558,0.2593,0.1629,0.3586,low 524,Uganda,2021,remote,Security,Junior,44.58,406733,0.4372,228918,0.14,32038,14,0.5079,0.8078,229.18,0.0638,0.4834,0.4643,0.4266,low 525,Nigeria,2023,urban,Health,Director,224.39,4550836,0.2057,3614934,0.3674,1328180,14,0.525,0.7555,564.93,0.0594,0.4646,0.3408,0.5193,moderate 526,South Africa,2018,capital,ICT,Mid_Level,59.11,3122220,0.145,2669601,0.5738,1531721,31,0.5821,0.8765,493.72,0.0886,0.7834,0.7341,0.7179,high 527,Uganda,2019,capital,Health,Senior,41.86,376453,0.2808,270728,0.2818,76301,18,0.5782,0.7984,385.88,0.0515,0.4369,0.4732,0.506,moderate 528,Uganda,2021,urban,Education,Junior,44.58,404266,0.2228,314206,0.2436,76531,17,0.5764,0.6943,180.17,0.0534,0.4641,0.3223,0.4805,low 529,Kenya,2019,rural,Social_Services,Senior,49.57,1677710,0.167,1397536,0.368,514274,40,0.6674,0.8083,669.59,0.0805,0.7088,0.5236,0.6447,moderate 530,South Africa,2025,urban,Agriculture,Junior,62.5,3575602,0.1872,2906145,0.4349,1263827,42,0.6997,0.907,411.83,0.0921,0.6919,0.5451,0.6767,high 531,Kenya,2018,capital,Education,Mid_Level,48.55,1826137,0.105,1634460,0.5509,900492,27,0.6261,0.9229,599.75,0.0847,0.7453,0.5549,0.6974,high 532,Mozambique,2018,urban,Health,Junior,28.12,257940,0.336,171281,0.2206,37780,14,0.5917,0.605,87.48,0.0637,0.3128,0.1896,0.3971,low 533,Ethiopia,2021,rural,Education,Junior,117.0,1369666,0.4373,770664,0.1819,140167,10,0.5774,0.6899,92.17,0.0637,0.2984,0.2058,0.365,low 534,Senegal,2018,remote,ICT,Junior,15.34,308419,0.2355,235798,0.2082,49093,23,0.5347,0.7971,228.02,0.0591,0.4831,0.4034,0.5089,moderate 535,South Africa,2021,capital,Finance,Director,60.54,3211166,0.1773,2641773,0.5481,1448010,46,0.6416,0.8994,1073.24,0.0646,0.6288,0.5256,0.708,high 536,Nigeria,2025,remote,Justice,Junior,235.75,5279308,0.4116,3106522,0.1709,531032,20,0.6081,0.6786,250.23,0.0656,0.4532,0.391,0.4261,low 537,Botswana,2022,rural,ICT,Senior,2.52,117707,0.1736,97270,0.3959,38507,46,0.5936,0.8837,847.35,0.0804,0.7778,0.6948,0.7004,high 538,Mozambique,2020,capital,Health,Junior,29.66,293269,0.2219,228196,0.1959,44696,10,0.5854,0.6853,111.57,0.0521,0.265,0.167,0.4145,low 539,Nigeria,2021,capital,Education,Director,213.58,4281174,0.2258,3314435,0.32,1060489,17,0.6441,0.7325,680.65,0.0714,0.5076,0.3689,0.5136,moderate 540,Uganda,2022,capital,Health,Junior,46.01,410491,0.2564,305223,0.2818,86027,12,0.5781,0.8129,219.87,0.0557,0.5531,0.4629,0.5099,moderate 541,Mozambique,2025,urban,Health,Junior,33.89,318144,0.3322,212449,0.1705,36217,12,0.6148,0.712,130.81,0.0708,0.2618,0.1887,0.3914,low 542,South Africa,2018,remote,Administration,Junior,59.11,2679747,0.2698,1956658,0.2504,490028,48,0.6215,0.8994,516.34,0.0761,0.6256,0.7794,0.6406,moderate 543,Senegal,2022,urban,Education,Director,17.07,411629,0.1822,336644,0.3643,122629,27,0.5714,0.7806,589.17,0.0624,0.5747,0.4775,0.5853,moderate 544,South Africa,2022,urban,Administration,Executive,61.02,3504357,0.1413,3009336,0.4687,1410361,49,0.752,0.8912,2201.51,0.0773,0.6797,0.7303,0.729,high 545,Tanzania,2020,rural,Security,Senior,59.53,1013616,0.2895,720130,0.1976,142266,14,0.5422,0.6833,475.73,0.0696,0.4323,0.4541,0.4531,low 546,Uganda,2022,rural,Administration,Mid_Level,46.01,325701,0.2884,231778,0.1998,46312,19,0.5885,0.7309,179.64,0.07,0.4741,0.4328,0.4757,low 547,Senegal,2023,urban,Health,Junior,17.53,364435,0.175,300667,0.3858,115988,18,0.5768,0.6811,207.14,0.0663,0.544,0.4442,0.5487,moderate 548,Nigeria,2019,rural,Finance,Executive,203.29,4253651,0.3522,2755411,0.2145,590939,19,0.6229,0.7302,1079.51,0.0603,0.5738,0.3478,0.4647,low 549,DRC,2025,urban,Finance,Mid_Level,108.36,604395,0.4268,346459,0.1854,64222,10,0.6205,0.6721,116.52,0.0684,0.2571,0.2268,0.3639,low 550,Senegal,2021,rural,Education,Junior,16.62,314222,0.2094,248419,0.249,61846,18,0.5286,0.7626,222.67,0.0679,0.4417,0.4124,0.5047,moderate 551,Botswana,2019,urban,Infrastructure,Mid_Level,2.41,106241,0.1265,92803,0.4775,44309,44,0.6503,0.8782,480.45,0.0889,0.6845,0.5813,0.7061,high 552,Nigeria,2020,capital,Infrastructure,Senior,208.37,4503819,0.195,3625469,0.3272,1186184,24,0.5168,0.7349,455.24,0.0574,0.4427,0.3626,0.5338,moderate 553,Botswana,2022,capital,Security,Junior,2.52,107925,0.1004,97090,0.6319,61348,42,0.7158,0.8399,377.56,0.0781,0.7016,0.639,0.7479,high 554,Ethiopia,2024,remote,Justice,Mid_Level,126.0,1530801,0.5554,680641,0.1124,76478,11,0.6022,0.6197,149.0,0.0684,0.2932,0.2327,0.3123,critical 555,Ethiopia,2018,capital,Education,Mid_Level,108.65,1245686,0.3295,835218,0.2223,185701,8,0.5535,0.5855,136.38,0.0571,0.343,0.2153,0.3869,low 556,Uganda,2018,capital,Health,Director,40.56,342412,0.2331,262612,0.273,71704,18,0.5208,0.781,723.75,0.0551,0.5007,0.3557,0.5078,moderate 557,Ghana,2021,remote,Security,Senior,31.94,808349,0.2687,591157,0.2234,132071,25,0.5418,0.7369,405.34,0.0656,0.4615,0.4602,0.5039,moderate 558,South Africa,2021,capital,Education,Senior,60.54,3068012,0.151,2604770,0.4951,1289613,44,0.733,0.8227,950.29,0.065,0.6229,0.6731,0.699,high 559,Senegal,2023,urban,Infrastructure,Junior,17.53,391845,0.1723,324320,0.4019,130353,21,0.61,0.7617,222.63,0.0541,0.5732,0.3531,0.5668,moderate 560,Botswana,2024,capital,Social_Services,Junior,2.6,133397,0.1203,117345,0.5052,59279,50,0.7218,0.8224,428.22,0.087,0.7507,0.6051,0.7301,high 561,Botswana,2025,capital,Health,Mid_Level,2.64,104756,0.102,94071,0.5772,54301,39,0.5999,0.8845,514.1,0.0909,0.7171,0.6457,0.7353,high 562,South Africa,2020,rural,Education,Junior,60.06,3509092,0.25,2631830,0.3722,979541,28,0.5436,0.85,573.9,0.0789,0.5986,0.5679,0.5947,moderate 563,Mozambique,2022,rural,Health,Junior,31.29,290472,0.32,197513,0.1458,28799,9,0.5598,0.686,153.88,0.0708,0.2796,0.1624,0.376,low 564,Kenya,2020,rural,Health,Junior,50.61,1664114,0.1598,1398200,0.3398,475092,38,0.6589,0.9198,380.94,0.0688,0.6755,0.6905,0.6646,high 565,Uganda,2022,capital,ICT,Junior,46.01,352494,0.2519,263711,0.3401,89678,16,0.6409,0.7031,267.82,0.0679,0.5014,0.3779,0.5055,moderate 566,Botswana,2025,capital,Finance,Senior,2.64,133022,0.1335,115260,0.6425,74054,32,0.709,0.8378,818.23,0.0766,0.7659,0.6697,0.7265,high 567,South Africa,2024,capital,Education,Junior,62.0,2797784,0.1637,2339715,0.507,1186143,41,0.5783,0.794,536.86,0.0738,0.6401,0.5795,0.6794,high 568,South Africa,2019,urban,Health,Junior,59.58,3335641,0.1719,2762127,0.5094,1407155,34,0.7186,0.8354,436.09,0.0929,0.7326,0.6796,0.6859,high 569,Ghana,2025,capital,Social_Services,Mid_Level,34.71,831398,0.1444,711338,0.3702,263341,31,0.557,0.7139,278.67,0.065,0.4491,0.4503,0.581,moderate 570,Senegal,2022,rural,Health,Junior,17.07,390881,0.1858,318270,0.2579,82086,15,0.607,0.8099,300.83,0.071,0.5605,0.391,0.5222,moderate 571,Senegal,2021,remote,Administration,Executive,16.62,395008,0.2378,301069,0.2176,65521,27,0.6383,0.8036,1036.71,0.0707,0.4391,0.4582,0.5227,moderate 572,Rwanda,2018,urban,Health,Mid_Level,12.14,335029,0.1275,292302,0.4702,137446,61,0.6945,0.7694,582.7,0.0865,0.7096,0.732,0.7477,high 573,Tanzania,2024,rural,ICT,Mid_Level,67.0,1269993,0.2494,953299,0.1906,181652,15,0.6043,0.7815,224.65,0.063,0.4543,0.3622,0.4717,low 574,Ghana,2025,urban,Education,Mid_Level,34.71,838434,0.1965,673659,0.4384,295314,26,0.6205,0.7297,259.69,0.0557,0.4252,0.4586,0.5733,moderate 575,DRC,2021,rural,Health,Senior,95.53,516505,0.4628,277446,0.1322,36692,7,0.5963,0.6122,203.25,0.0715,0.3045,0.2154,0.3287,critical 576,Mozambique,2021,rural,Administration,Mid_Level,30.47,344492,0.3976,207516,0.1473,30573,10,0.574,0.6997,130.53,0.0536,0.304,0.2205,0.3698,low 577,Uganda,2025,capital,Health,Junior,50.57,359106,0.2861,256358,0.2932,75160,15,0.5142,0.7424,322.7,0.0597,0.4263,0.3588,0.4791,low 578,Rwanda,2025,remote,Education,Mid_Level,14.34,375491,0.1856,305808,0.2237,68415,59,0.8331,0.7944,488.81,0.0673,0.6662,0.5369,0.6465,moderate 579,Kenya,2020,remote,Health,Senior,50.61,1546889,0.2276,1194802,0.2366,282633,44,0.615,0.7955,861.92,0.0872,0.7418,0.5268,0.6084,moderate 580,DRC,2020,remote,Agriculture,Mid_Level,92.57,521414,0.5424,238577,0.1021,24348,9,0.476,0.7069,125.93,0.056,0.2907,0.218,0.3193,critical 581,Tanzania,2021,rural,Security,Junior,61.31,1250748,0.2488,939547,0.2186,205368,20,0.5989,0.741,272.46,0.0697,0.545,0.4519,0.5033,moderate 582,DRC,2020,urban,Infrastructure,Junior,92.57,600374,0.3346,399501,0.1542,61618,6,0.4899,0.6289,127.55,0.062,0.278,0.1765,0.3597,low 583,Kenya,2024,capital,Infrastructure,Mid_Level,55.0,1967814,0.1385,1695249,0.4978,843968,44,0.7513,0.8015,422.35,0.075,0.6772,0.6638,0.7042,high 584,Nigeria,2019,capital,Education,Mid_Level,203.29,4295190,0.2381,3272551,0.3279,1072941,18,0.6517,0.7785,263.84,0.061,0.4363,0.4629,0.5241,moderate 585,Senegal,2023,rural,Infrastructure,Junior,17.53,357209,0.2381,272171,0.2567,69875,15,0.543,0.8143,231.08,0.0579,0.5186,0.4483,0.511,moderate 586,Nigeria,2023,remote,Health,Director,224.39,5031621,0.3779,3130310,0.1867,584541,16,0.5552,0.7054,445.74,0.0715,0.4639,0.4149,0.4359,low 587,Mozambique,2020,urban,Education,Junior,29.66,308869,0.3411,203513,0.1938,39432,15,0.5882,0.6639,101.07,0.0495,0.3317,0.2059,0.404,low 588,Kenya,2021,rural,Education,Senior,51.68,1715299,0.2103,1354565,0.2977,403287,27,0.6441,0.7927,952.21,0.085,0.6435,0.5743,0.58,moderate 589,Ethiopia,2025,rural,Administration,Junior,129.15,1747581,0.4234,1007710,0.1681,169380,9,0.4651,0.7095,155.61,0.0567,0.3399,0.1734,0.3664,low 590,Uganda,2019,capital,Education,Junior,41.86,324295,0.2053,257721,0.3207,82663,18,0.6042,0.7051,290.03,0.054,0.5389,0.4108,0.5246,moderate 591,Rwanda,2020,capital,Social_Services,Director,12.73,401001,0.1138,355351,0.5696,202421,40,0.7058,0.8244,1240.64,0.069,0.7997,0.7088,0.7385,high 592,Mozambique,2020,urban,Finance,Mid_Level,29.66,334525,0.2674,245063,0.1964,48122,12,0.5305,0.6505,91.61,0.052,0.2911,0.2332,0.4122,low 593,South Africa,2020,capital,Justice,Director,60.06,3143886,0.1221,2759944,0.5705,1574493,37,0.6818,0.8122,876.81,0.075,0.743,0.6222,0.7129,high 594,Botswana,2019,urban,Justice,Junior,2.41,114854,0.1344,99413,0.5075,50454,57,0.8142,0.8187,359.33,0.0739,0.638,0.6623,0.7386,high 595,Tanzania,2025,remote,Education,Junior,69.01,1069470,0.3358,710310,0.146,103700,22,0.6527,0.7071,279.91,0.0616,0.5452,0.3961,0.4577,low 596,Ghana,2019,rural,Health,Mid_Level,30.64,700078,0.2578,519630,0.3076,159815,19,0.5588,0.785,199.56,0.0616,0.5258,0.3768,0.518,moderate 597,Rwanda,2024,urban,Security,Junior,14.0,359918,0.0886,328032,0.518,169915,61,0.8127,0.7989,507.64,0.0895,0.7367,0.55,0.7584,high 598,Tanzania,2025,capital,Health,Director,69.01,1236447,0.1671,1029896,0.3414,351615,23,0.5244,0.7885,562.87,0.0508,0.4883,0.4078,0.559,moderate 599,Ghana,2019,urban,Security,Mid_Level,30.64,817397,0.2042,650467,0.3745,243603,23,0.5914,0.76,191.25,0.0555,0.4508,0.3817,0.5473,moderate 600,Kenya,2025,urban,Finance,Mid_Level,56.15,2065117,0.1315,1793579,0.4331,776794,39,0.5696,0.8568,514.2,0.0882,0.8014,0.7269,0.7042,high 601,Uganda,2022,capital,Agriculture,Senior,46.01,415814,0.2712,303032,0.272,82426,16,0.6283,0.7772,416.79,0.06,0.5205,0.3671,0.4955,low 602,Ghana,2018,rural,Administration,Senior,30.01,712964,0.201,569673,0.2615,148987,30,0.649,0.82,339.6,0.0612,0.5435,0.3574,0.5532,moderate 603,Rwanda,2025,urban,Health,Junior,14.34,479395,0.1143,424611,0.4985,211652,58,0.7145,0.9008,631.26,0.0695,0.7555,0.6,0.7617,high 604,South Africa,2020,urban,Social_Services,Junior,60.06,3119825,0.1833,2547913,0.4371,1113811,47,0.7792,0.7805,395.88,0.0952,0.6365,0.5405,0.6657,high 605,Ghana,2025,remote,Security,Mid_Level,34.71,976999,0.3187,665666,0.22,146432,30,0.6485,0.7506,233.46,0.0601,0.5034,0.3777,0.501,moderate 606,Ghana,2021,rural,Finance,Junior,31.94,746637,0.2142,586672,0.3047,178736,24,0.5567,0.7966,177.88,0.0522,0.549,0.4081,0.5478,moderate 607,Tanzania,2024,rural,Administration,Junior,67.0,1314263,0.286,938323,0.2043,191710,22,0.5711,0.8081,265.77,0.0606,0.4489,0.4663,0.4973,low 608,South Africa,2022,capital,Health,Senior,61.02,2906054,0.158,2446887,0.5693,1393099,34,0.6492,0.8058,950.84,0.0915,0.6555,0.6575,0.69,high 609,DRC,2022,remote,Education,Mid_Level,98.59,667614,0.5191,321072,0.1,32107,6,0.5425,0.6325,153.67,0.058,0.2673,0.2267,0.3045,critical 610,South Africa,2024,rural,Justice,Junior,62.0,3426036,0.1859,2789247,0.3273,912820,50,0.7502,0.8042,383.41,0.0944,0.6186,0.5868,0.6515,high 611,South Africa,2019,capital,Education,Executive,59.58,3007892,0.1523,2549905,0.5798,1478540,41,0.7125,0.8775,2130.28,0.0848,0.7628,0.7046,0.7378,high 612,Nigeria,2024,capital,Security,Mid_Level,230.0,4323953,0.23,3329590,0.3389,1128427,16,0.6261,0.7121,237.33,0.0568,0.5597,0.3928,0.5193,moderate 613,DRC,2023,rural,Security,Director,101.74,665866,0.4608,359008,0.1362,48907,8,0.4558,0.6188,321.91,0.0518,0.3076,0.1889,0.3313,critical 614,Ghana,2022,capital,Social_Services,Junior,32.62,727370,0.156,613880,0.4183,256760,27,0.6125,0.6815,305.73,0.059,0.4365,0.4437,0.5733,moderate 615,Botswana,2023,urban,Finance,Junior,2.56,116527,0.1033,104483,0.4962,51839,58,0.7676,0.8362,416.71,0.0878,0.6497,0.5622,0.7398,high 616,Ghana,2019,rural,Security,Junior,30.64,677632,0.2528,506293,0.286,144786,27,0.5493,0.784,315.41,0.0624,0.4544,0.4287,0.5317,moderate 617,Senegal,2020,capital,Education,Director,16.18,346480,0.165,289309,0.385,111383,22,0.5007,0.7706,477.93,0.0595,0.464,0.3828,0.5603,moderate 618,South Africa,2022,capital,Education,Executive,61.02,2804630,0.141,2409123,0.5111,1231231,37,0.6839,0.8071,1952.32,0.0846,0.6627,0.7667,0.699,high 619,Mozambique,2025,capital,Education,Junior,33.89,307064,0.2551,228739,0.2201,50353,11,0.5069,0.6212,155.43,0.0702,0.2618,0.2125,0.4094,low 620,Uganda,2021,rural,Agriculture,Senior,44.58,310323,0.3383,205327,0.2291,47046,12,0.4867,0.7843,437.42,0.0641,0.5414,0.431,0.4676,low 621,Nigeria,2019,rural,Justice,Senior,203.29,3756208,0.2553,2797279,0.2602,727959,17,0.4882,0.7988,376.35,0.0558,0.4267,0.3257,0.4888,low 622,Kenya,2024,urban,Health,Junior,55.0,1731713,0.1141,1534132,0.4105,629719,36,0.588,0.8234,493.38,0.0774,0.622,0.5301,0.6528,high 623,Ethiopia,2018,urban,Security,Junior,108.65,1416041,0.3422,931507,0.1873,174434,7,0.4797,0.5923,122.26,0.049,0.3272,0.1994,0.3703,low 624,Mozambique,2023,rural,Infrastructure,Director,32.13,368582,0.3624,235016,0.1278,30043,11,0.4989,0.654,278.11,0.0595,0.3237,0.1819,0.3675,low 625,DRC,2022,urban,Justice,Mid_Level,98.59,504314,0.383,311137,0.1487,46257,9,0.5468,0.6372,133.97,0.0686,0.3251,0.2036,0.3624,low 626,Rwanda,2023,urban,Justice,Senior,13.67,365526,0.0967,330185,0.4301,142019,39,0.6349,0.7978,792.99,0.0673,0.6517,0.693,0.685,high 627,Mozambique,2021,urban,Social_Services,Executive,30.47,310597,0.2395,236206,0.1744,41197,15,0.5901,0.6828,530.62,0.0523,0.2954,0.2238,0.4256,low 628,Ghana,2024,capital,Agriculture,Junior,34.0,966860,0.1441,827495,0.4486,371177,20,0.6002,0.7739,224.26,0.0677,0.5578,0.4568,0.5936,moderate 629,Nigeria,2020,rural,Infrastructure,Mid_Level,208.37,4139149,0.312,2847604,0.2138,608724,18,0.5167,0.717,194.17,0.0531,0.5423,0.408,0.473,low 630,DRC,2018,rural,Administration,Senior,86.92,572046,0.5745,243402,0.1231,29965,10,0.6127,0.6257,219.25,0.067,0.3248,0.2317,0.3117,critical 631,South Africa,2021,urban,Security,Mid_Level,60.54,3573883,0.1967,2870872,0.5279,1515444,50,0.6325,0.9266,369.26,0.0818,0.6139,0.6677,0.7249,high 632,Mozambique,2021,capital,Security,Mid_Level,30.47,274873,0.2759,199032,0.1952,38851,9,0.4793,0.6629,140.07,0.0623,0.3278,0.2073,0.4053,low 633,DRC,2024,remote,Education,Junior,105.0,561089,0.6,224435,0.1,22443,6,0.5841,0.7094,102.23,0.053,0.2743,0.191,0.2929,critical 634,Botswana,2024,urban,Health,Mid_Level,2.6,102620,0.1213,90174,0.5127,46233,49,0.7063,0.9137,354.88,0.0888,0.5998,0.5991,0.7273,high 635,Botswana,2025,rural,Health,Mid_Level,2.64,126660,0.1974,101658,0.3995,40609,32,0.6279,0.791,364.33,0.0832,0.7582,0.5294,0.6279,moderate 636,Ghana,2024,rural,Justice,Junior,34.0,822866,0.2035,655415,0.2581,169140,22,0.5561,0.7013,203.31,0.0696,0.5426,0.3751,0.5156,moderate 637,Tanzania,2025,capital,Finance,Senior,69.01,1220896,0.1573,1028827,0.3227,332052,18,0.5927,0.7358,359.54,0.0543,0.5053,0.3551,0.5328,moderate 638,Nigeria,2024,rural,Finance,Mid_Level,230.0,3919654,0.2813,2816903,0.2357,663948,19,0.619,0.8194,232.0,0.0564,0.5166,0.365,0.4972,low 639,South Africa,2019,remote,Social_Services,Director,59.58,2890360,0.23,2225489,0.2649,589572,50,0.624,0.7849,926.71,0.0885,0.76,0.7008,0.6475,moderate 640,Botswana,2018,rural,Finance,Junior,2.38,100424,0.1681,83545,0.3644,30441,57,0.7225,0.8283,551.95,0.0848,0.5955,0.6808,0.6934,high 641,Tanzania,2019,urban,Security,Mid_Level,57.79,999314,0.1717,827772,0.3085,255373,16,0.6339,0.7552,304.89,0.0574,0.5491,0.329,0.5253,moderate 642,Kenya,2020,capital,Health,Director,50.61,1886696,0.126,1648962,0.4847,799217,36,0.6708,0.9055,1322.67,0.088,0.654,0.774,0.7083,high 643,South Africa,2018,urban,Administration,Junior,59.11,2795532,0.1618,2343227,0.4843,1134911,50,0.7706,0.8439,641.89,0.0846,0.7785,0.584,0.7185,high 644,South Africa,2021,capital,Health,Mid_Level,60.54,2840983,0.1549,2400895,0.5718,1372719,28,0.6026,0.8813,616.92,0.0736,0.7996,0.7396,0.7103,high 645,Nigeria,2023,urban,Security,Senior,224.39,4222979,0.2694,3085499,0.3705,1143033,19,0.6145,0.7536,433.71,0.0678,0.4285,0.3327,0.5119,moderate 646,Tanzania,2020,remote,Education,Senior,59.53,1059439,0.3021,739352,0.1882,139140,18,0.5481,0.6817,287.46,0.0513,0.4797,0.4172,0.4585,low 647,South Africa,2020,capital,Education,Junior,60.06,3652974,0.1455,3121489,0.4734,1477867,41,0.7476,0.8987,600.87,0.0937,0.7287,0.7787,0.72,high 648,Nigeria,2018,rural,Social_Services,Director,198.33,3940587,0.3345,2622339,0.218,571789,21,0.5592,0.7644,690.84,0.0563,0.4574,0.3715,0.4709,low 649,Senegal,2023,rural,Justice,Junior,17.53,422434,0.2323,324321,0.2199,71332,19,0.5702,0.7291,192.61,0.053,0.4287,0.3349,0.4801,low 650,Rwanda,2020,rural,Infrastructure,Junior,12.73,400571,0.1464,341931,0.2989,102188,41,0.6087,0.867,488.49,0.0764,0.7119,0.7722,0.6691,high 651,Tanzania,2020,urban,Infrastructure,Mid_Level,59.53,1145543,0.2161,897942,0.2804,251801,17,0.621,0.7322,322.64,0.0568,0.4997,0.3959,0.508,moderate 652,South Africa,2021,rural,Health,Mid_Level,60.54,3322536,0.26,2458572,0.3718,914081,51,0.7826,0.8243,607.97,0.0947,0.649,0.6787,0.6618,high 653,Tanzania,2020,rural,Health,Mid_Level,59.53,1045741,0.2732,760024,0.1921,146029,20,0.5793,0.7688,222.35,0.0515,0.4903,0.471,0.4912,low 654,Senegal,2019,rural,Health,Mid_Level,15.76,319413,0.2118,251757,0.2458,61892,16,0.5379,0.7275,253.32,0.0713,0.4955,0.4663,0.5038,moderate 655,Senegal,2021,capital,Education,Junior,16.62,346428,0.1651,289242,0.4046,117021,23,0.5904,0.7346,266.83,0.051,0.4494,0.3685,0.5594,moderate 656,Ghana,2019,rural,Health,Junior,30.64,858640,0.2878,611554,0.279,170597,24,0.6449,0.6804,239.05,0.0504,0.4851,0.4774,0.5061,moderate 657,Nigeria,2024,remote,Justice,Mid_Level,230.0,4950824,0.3989,2976119,0.1781,529926,17,0.5714,0.7138,248.0,0.0515,0.5098,0.3592,0.4313,low 658,Ghana,2020,urban,Health,Director,31.29,769746,0.1694,639378,0.3306,211392,30,0.6434,0.7375,529.57,0.0659,0.5668,0.3809,0.5707,moderate 659,Senegal,2019,capital,Health,Mid_Level,15.76,396668,0.1724,328287,0.4167,136810,17,0.6494,0.7242,225.04,0.0645,0.4324,0.4521,0.5507,moderate 660,Mozambique,2025,rural,Justice,Junior,33.89,294775,0.429,168330,0.1482,24946,14,0.4919,0.6247,109.97,0.0644,0.3259,0.2369,0.3648,low 661,South Africa,2020,urban,Health,Junior,60.06,3062606,0.1774,2519249,0.4907,1236121,36,0.668,0.9059,422.5,0.075,0.743,0.7223,0.7007,high 662,Ghana,2024,capital,Infrastructure,Director,34.0,822447,0.1555,694546,0.4811,334137,19,0.6115,0.8025,494.05,0.0651,0.4955,0.4565,0.5945,moderate 663,Uganda,2025,remote,Health,Senior,50.57,455701,0.4718,240681,0.1545,37194,10,0.5977,0.682,333.04,0.0702,0.5675,0.4787,0.4026,low 664,Uganda,2021,capital,Infrastructure,Junior,44.58,396513,0.2458,299045,0.2914,87143,11,0.5285,0.8049,280.51,0.05,0.449,0.3828,0.4928,low 665,DRC,2018,remote,Security,Junior,86.92,566577,0.5684,244524,0.1,24452,8,0.4543,0.6455,144.75,0.0703,0.2858,0.2114,0.2994,critical 666,DRC,2019,rural,Education,Mid_Level,89.7,485194,0.5647,211196,0.1339,28285,7,0.5718,0.5974,137.31,0.0548,0.2672,0.2143,0.2976,critical 667,Botswana,2021,urban,Infrastructure,Junior,2.49,96830,0.1311,84135,0.5476,46074,32,0.6051,0.8692,547.0,0.0905,0.6834,0.6625,0.6991,high 668,South Africa,2022,urban,Health,Junior,61.02,3560161,0.1505,3024371,0.5143,1555563,41,0.644,0.9067,559.52,0.0647,0.7581,0.6518,0.7205,high 669,Senegal,2020,rural,Security,Junior,16.18,407554,0.2288,314285,0.2641,83010,16,0.5267,0.742,269.59,0.0603,0.5395,0.362,0.5003,moderate 670,Tanzania,2023,rural,Justice,Senior,65.05,1307341,0.2201,1019609,0.2373,241903,23,0.6051,0.7076,487.22,0.0522,0.4753,0.3475,0.5002,moderate 671,Mozambique,2021,urban,Infrastructure,Director,30.47,302669,0.2897,214990,0.221,47506,14,0.5126,0.5867,323.31,0.0683,0.3048,0.1769,0.404,low 672,Nigeria,2023,rural,Agriculture,Senior,224.39,4870492,0.3202,3311183,0.2519,833963,21,0.5884,0.7446,422.16,0.0627,0.4985,0.3403,0.481,low 673,Tanzania,2023,rural,Education,Junior,65.05,1081906,0.3128,743509,0.2482,184543,18,0.5551,0.7855,254.16,0.0714,0.4333,0.3255,0.4726,low 674,Tanzania,2022,capital,Agriculture,Senior,63.15,1013354,0.1718,839240,0.355,297945,21,0.5834,0.7059,394.3,0.0589,0.5408,0.4089,0.5492,moderate 675,Mozambique,2020,rural,Infrastructure,Junior,29.66,302254,0.4529,165374,0.1529,25282,10,0.5742,0.6217,123.07,0.0606,0.2773,0.1878,0.3398,critical 676,Nigeria,2025,urban,Social_Services,Mid_Level,235.75,4761153,0.1924,3845219,0.3008,1156459,16,0.5787,0.821,306.59,0.0486,0.4661,0.3452,0.5214,moderate 677,Tanzania,2025,capital,Education,Mid_Level,69.01,1263118,0.1567,1065187,0.3532,376195,13,0.4724,0.6874,229.73,0.0714,0.5071,0.4408,0.5295,moderate 678,Ethiopia,2020,rural,ICT,Junior,114.15,1574880,0.4433,876809,0.1719,150751,8,0.5548,0.6514,152.86,0.0697,0.2907,0.2357,0.3525,low 679,Kenya,2025,urban,Health,Junior,56.15,1715938,0.1138,1520609,0.503,764802,28,0.647,0.8732,539.34,0.0706,0.7167,0.6826,0.6882,high 680,Uganda,2022,capital,Security,Junior,46.01,378137,0.2339,289697,0.2775,80398,17,0.5128,0.8149,307.68,0.0567,0.4708,0.342,0.5069,moderate 681,Mozambique,2025,rural,Health,Mid_Level,33.89,296796,0.3953,179464,0.1444,25912,8,0.5824,0.6191,122.99,0.0633,0.3416,0.1995,0.3542,low 682,South Africa,2025,urban,Social_Services,Junior,62.5,3518457,0.1429,3015806,0.5672,1710500,50,0.6879,0.8541,529.33,0.0728,0.7366,0.7016,0.753,high 683,Uganda,2022,capital,Administration,Junior,46.01,382330,0.2019,305138,0.2681,81822,10,0.5179,0.7709,253.23,0.0642,0.5263,0.3424,0.4941,low 684,Rwanda,2018,urban,Security,Mid_Level,12.14,336506,0.1214,295645,0.4032,119201,53,0.6309,0.8763,475.32,0.087,0.606,0.6643,0.7114,high 685,Ethiopia,2019,rural,Health,Junior,111.37,1421832,0.3467,928920,0.1468,136344,11,0.5945,0.696,107.48,0.0607,0.3246,0.171,0.3815,low 686,DRC,2023,capital,Administration,Mid_Level,101.74,609239,0.318,415473,0.1628,67636,7,0.564,0.6553,122.11,0.0527,0.3171,0.1914,0.3778,low 687,DRC,2019,remote,Infrastructure,Mid_Level,89.7,615919,0.5679,266115,0.102,27133,8,0.5532,0.6155,87.73,0.0585,0.2559,0.1657,0.288,critical 688,Kenya,2022,rural,Health,Mid_Level,52.76,2095770,0.1975,1681837,0.3473,584156,39,0.6018,0.8264,634.78,0.0852,0.7607,0.7719,0.6622,high 689,Senegal,2019,urban,Security,Junior,15.76,354017,0.182,289584,0.3637,105310,19,0.6147,0.6969,309.22,0.0504,0.5545,0.3996,0.5429,moderate 690,Rwanda,2021,urban,Education,Mid_Level,13.04,432193,0.121,379897,0.4153,157770,55,0.7971,0.9044,477.69,0.0655,0.7905,0.6229,0.7381,high 691,Ethiopia,2020,rural,Education,Senior,114.15,1195580,0.4604,645087,0.1824,117636,12,0.6177,0.6982,156.12,0.0712,0.3385,0.2027,0.3693,low 692,South Africa,2021,capital,Agriculture,Mid_Level,60.54,3115976,0.1463,2660150,0.5519,1468074,28,0.6961,0.8143,392.27,0.0642,0.7749,0.7444,0.6955,high 693,Uganda,2018,capital,Finance,Junior,40.56,347451,0.1976,278804,0.3045,84888,13,0.5462,0.7387,197.97,0.0533,0.4347,0.3384,0.4973,low 694,Nigeria,2025,urban,Education,Junior,235.75,5075929,0.2632,3740082,0.3587,1341512,21,0.6389,0.7356,303.92,0.0672,0.4253,0.398,0.5191,moderate 695,Nigeria,2020,capital,Social_Services,Junior,208.37,4455126,0.2391,3390104,0.3581,1213854,18,0.5902,0.7957,211.04,0.054,0.5161,0.4704,0.5428,moderate 696,Senegal,2020,urban,ICT,Junior,16.18,310794,0.1678,258637,0.3018,78046,17,0.5888,0.7739,251.56,0.0572,0.5114,0.4229,0.5355,moderate 697,Senegal,2024,rural,Security,Senior,18.0,436157,0.1843,355767,0.2911,103554,27,0.5753,0.678,398.39,0.0585,0.5374,0.4039,0.54,moderate 698,Mozambique,2018,urban,Administration,Junior,28.12,301218,0.264,221686,0.1952,43270,12,0.5069,0.6698,133.93,0.05,0.2887,0.2196,0.4141,low 699,South Africa,2023,urban,Justice,Junior,61.51,2886540,0.1818,2361847,0.5237,1236923,47,0.6222,0.8529,548.25,0.0712,0.7036,0.686,0.7199,high 700,Uganda,2019,urban,Education,Director,41.86,308436,0.2291,237788,0.2367,56272,10,0.49,0.7662,444.12,0.0549,0.4337,0.3846,0.4737,low 701,Ghana,2018,rural,Security,Mid_Level,30.01,688299,0.2754,498757,0.296,147624,18,0.5618,0.7902,221.63,0.0572,0.5194,0.3289,0.5035,moderate 702,Tanzania,2025,capital,Health,Junior,69.01,1204748,0.2031,960122,0.3682,353547,22,0.594,0.7423,232.88,0.0491,0.5614,0.3994,0.5537,moderate 703,Mozambique,2021,rural,Social_Services,Junior,30.47,323834,0.4164,188997,0.1591,30069,8,0.4794,0.6462,145.24,0.0712,0.3085,0.177,0.3512,low 704,Mozambique,2019,rural,Education,Mid_Level,28.88,317855,0.3671,201177,0.1387,27913,8,0.4928,0.6758,109.95,0.0518,0.2645,0.1676,0.3575,low 705,Botswana,2023,urban,Infrastructure,Mid_Level,2.56,103275,0.126,90259,0.4583,41365,56,0.628,0.837,350.17,0.0892,0.6299,0.7605,0.7377,high 706,DRC,2018,remote,Security,Junior,86.92,474952,0.5658,206203,0.1,20620,9,0.4838,0.6309,101.1,0.0509,0.3132,0.1877,0.3008,critical 707,Tanzania,2019,remote,Justice,Senior,57.79,896492,0.3848,551524,0.1718,94733,18,0.488,0.8096,384.88,0.0678,0.5233,0.4475,0.4603,low 708,Tanzania,2023,remote,Education,Junior,65.05,1245531,0.3302,834276,0.173,144327,20,0.5883,0.7932,222.83,0.0686,0.4412,0.4214,0.4659,low 709,Botswana,2025,capital,Education,Junior,2.64,121044,0.1081,107959,0.5083,54870,55,0.6562,0.8558,528.44,0.0653,0.6151,0.7726,0.7547,high 710,Senegal,2023,capital,Social_Services,Mid_Level,17.53,336449,0.1544,284497,0.3839,109225,18,0.6368,0.7187,217.68,0.0545,0.5401,0.433,0.5575,moderate 711,Ethiopia,2025,urban,Justice,Mid_Level,129.15,1460847,0.2565,1086187,0.2411,261825,8,0.553,0.6564,84.32,0.0719,0.3283,0.1989,0.4173,low 712,Ghana,2023,urban,Justice,Junior,33.3,819118,0.1682,681376,0.3803,259154,24,0.5322,0.8215,177.32,0.0482,0.481,0.4193,0.5763,moderate 713,DRC,2019,rural,Security,Junior,89.7,616412,0.4486,339860,0.1251,42525,6,0.5569,0.6943,91.58,0.051,0.2803,0.161,0.3324,critical 714,Tanzania,2025,rural,Agriculture,Director,69.01,1365912,0.2972,959984,0.2132,204682,16,0.5288,0.727,576.07,0.0514,0.4784,0.3915,0.465,low 715,South Africa,2020,capital,Education,Mid_Level,60.06,3393685,0.1648,2834258,0.4918,1393991,28,0.576,0.7917,468.74,0.0953,0.633,0.6029,0.6441,moderate 716,Uganda,2023,urban,Health,Junior,47.48,429443,0.2271,331898,0.2861,94971,17,0.528,0.7838,200.48,0.0548,0.4718,0.4794,0.5199,moderate 717,Ethiopia,2019,capital,Administration,Junior,111.37,1488447,0.2969,1046599,0.2455,256975,11,0.5809,0.5994,155.96,0.0706,0.3357,0.2098,0.4091,low 718,Senegal,2022,urban,Health,Mid_Level,17.07,389392,0.1723,322305,0.3343,107738,21,0.6079,0.7392,319.32,0.0649,0.4252,0.3237,0.5288,moderate 719,Ghana,2023,urban,Social_Services,Junior,33.3,711092,0.1719,588825,0.4123,242752,32,0.7003,0.7476,296.92,0.0497,0.5108,0.4679,0.6001,moderate 720,Kenya,2021,remote,Education,Junior,51.68,1822081,0.2617,1345329,0.2264,304598,41,0.5981,0.8917,517.11,0.0696,0.7458,0.7056,0.6226,moderate 721,Tanzania,2022,capital,Health,Director,63.15,1189907,0.1978,954578,0.3559,339691,21,0.5249,0.7495,687.67,0.0505,0.4475,0.4214,0.5413,moderate 722,Kenya,2024,rural,Health,Executive,55.0,1716815,0.1607,1440846,0.3656,526768,40,0.7464,0.9021,2182.08,0.0731,0.6636,0.7663,0.6795,high 723,Uganda,2024,urban,Education,Junior,49.0,371552,0.309,256760,0.2346,60240,14,0.6299,0.7564,242.57,0.0555,0.4361,0.3559,0.4591,low 724,Ghana,2018,capital,Health,Junior,30.01,640278,0.1888,519387,0.3726,193524,23,0.6594,0.691,247.54,0.0683,0.5085,0.3537,0.5433,moderate 725,Ghana,2023,rural,Education,Junior,33.3,709603,0.2712,517131,0.265,137045,19,0.5792,0.8131,176.27,0.0493,0.4876,0.4282,0.5095,moderate 726,South Africa,2021,rural,Health,Junior,60.54,3065301,0.2134,2411105,0.3587,864791,46,0.6466,0.8916,393.94,0.0819,0.6738,0.6602,0.6684,high 727,South Africa,2018,remote,Administration,Senior,59.11,3501724,0.2447,2644773,0.2703,714886,35,0.7144,0.7972,623.98,0.086,0.6137,0.7104,0.5959,moderate 728,Uganda,2020,rural,Administration,Mid_Level,43.2,315806,0.2951,222618,0.1727,38440,11,0.557,0.7272,211.47,0.0533,0.5673,0.339,0.4466,low 729,Ethiopia,2020,rural,Health,Director,114.15,1205051,0.4507,661988,0.1662,110012,11,0.5687,0.685,285.82,0.0597,0.3181,0.2055,0.3615,low 730,South Africa,2022,capital,Education,Junior,61.02,2757948,0.147,2352596,0.4594,1080896,41,0.7046,0.8606,558.06,0.064,0.6075,0.7016,0.6906,high 731,Uganda,2024,rural,Security,Mid_Level,49.0,420175,0.3923,255335,0.2143,54713,11,0.4727,0.7292,254.14,0.0663,0.4752,0.364,0.4263,low 732,Mozambique,2024,urban,Social_Services,Junior,33.0,316087,0.2766,228656,0.1861,42550,8,0.4898,0.6289,106.58,0.0669,0.2593,0.1911,0.3867,low 733,DRC,2018,remote,Social_Services,Executive,86.92,585680,0.5558,260161,0.1,26016,7,0.5895,0.6384,444.26,0.0699,0.3303,0.2373,0.3061,critical 734,Kenya,2018,capital,Education,Junior,48.55,1685626,0.11,1500222,0.5218,782853,29,0.6523,0.9098,531.11,0.0753,0.6345,0.5549,0.6809,high 735,Kenya,2023,urban,Health,Executive,53.87,1982299,0.1536,1677845,0.4318,724562,44,0.6151,0.7965,2468.4,0.0925,0.6998,0.5527,0.6743,high 736,Nigeria,2020,rural,Social_Services,Junior,208.37,3618822,0.3199,2461207,0.2572,633130,19,0.5904,0.8231,211.75,0.0618,0.5166,0.4079,0.4978,low 737,Tanzania,2024,rural,Infrastructure,Junior,67.0,1279521,0.2252,991436,0.1922,190539,17,0.5803,0.8249,281.85,0.0684,0.477,0.4014,0.4958,low 738,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1139313,0.2044,906472,0.2819,255578,12,0.5046,0.704,230.64,0.0693,0.4832,0.4552,0.4988,low 739,Senegal,2022,capital,Education,Director,17.07,387185,0.1687,321850,0.3621,116550,24,0.6446,0.8214,444.32,0.0709,0.4837,0.4541,0.5753,moderate 740,Uganda,2022,rural,Education,Senior,46.01,342009,0.3589,219267,0.2036,44645,17,0.5632,0.777,371.69,0.0638,0.5261,0.4335,0.4662,low 741,Uganda,2024,urban,Education,Mid_Level,49.0,342269,0.2396,260245,0.2991,77840,14,0.5557,0.8231,210.28,0.0485,0.4417,0.3591,0.5034,moderate 742,Ghana,2023,rural,Agriculture,Junior,33.3,837947,0.1934,675857,0.2953,199561,26,0.5173,0.7976,289.51,0.0554,0.5203,0.4162,0.5537,moderate 743,Senegal,2019,capital,Security,Director,15.76,354543,0.1479,302103,0.4009,121112,21,0.5059,0.7345,775.09,0.0673,0.5641,0.3445,0.5668,moderate 744,Ethiopia,2022,rural,Education,Junior,119.93,1560909,0.4489,860262,0.1671,143719,8,0.5331,0.588,93.36,0.0604,0.2829,0.2373,0.3398,critical 745,Botswana,2021,capital,Health,Mid_Level,2.49,100862,0.098,90976,0.5628,51204,38,0.6748,0.8476,383.44,0.0891,0.6844,0.6788,0.7247,high 746,Ghana,2018,rural,Education,Mid_Level,30.01,704816,0.2876,502081,0.2574,129231,31,0.7022,0.7382,220.6,0.0571,0.5734,0.419,0.5299,moderate 747,Botswana,2022,capital,Social_Services,Junior,2.52,98132,0.1019,88131,0.5718,50394,55,0.7827,0.7986,461.62,0.089,0.7057,0.5654,0.7519,high 748,Mozambique,2021,rural,ICT,Mid_Level,30.47,260433,0.4155,152225,0.1332,20282,14,0.5366,0.6109,117.69,0.0541,0.2762,0.2059,0.3543,low 749,South Africa,2024,rural,Education,Junior,62.0,3270202,0.222,2544345,0.3273,832697,49,0.795,0.7738,588.72,0.0847,0.6499,0.6851,0.6484,moderate 750,Kenya,2019,capital,ICT,Mid_Level,49.57,1606561,0.1176,1417626,0.5448,772340,33,0.7079,0.9127,453.25,0.0863,0.7337,0.7205,0.7216,high 751,Nigeria,2020,capital,Health,Mid_Level,208.37,4511306,0.2205,3516635,0.369,1297770,15,0.4789,0.7923,257.41,0.0668,0.4494,0.3852,0.5269,moderate 752,Uganda,2025,capital,Health,Mid_Level,50.57,416017,0.2834,298119,0.3366,100341,17,0.4861,0.7471,309.42,0.0584,0.5693,0.4244,0.5172,moderate 753,Kenya,2018,urban,Security,Junior,48.55,1620127,0.1467,1382418,0.3947,545686,31,0.6596,0.8968,505.55,0.0946,0.7893,0.6431,0.6673,high 754,DRC,2019,rural,Education,Senior,89.7,552268,0.4597,298409,0.122,36414,8,0.5998,0.6129,226.24,0.0488,0.3242,0.2336,0.3333,critical 755,Nigeria,2021,capital,Social_Services,Senior,213.58,4061726,0.2015,3243339,0.3934,1276003,16,0.5858,0.7396,301.74,0.068,0.4737,0.4695,0.5432,moderate 756,Uganda,2022,urban,Finance,Junior,46.01,403176,0.2892,286589,0.2976,85282,14,0.5162,0.688,291.5,0.058,0.5014,0.3951,0.48,low 757,Nigeria,2021,rural,Agriculture,Executive,213.58,3808824,0.3088,2632574,0.2086,549031,23,0.6127,0.7393,1181.34,0.0589,0.4592,0.3956,0.4788,low 758,South Africa,2018,rural,Security,Senior,59.11,3484536,0.2546,2597403,0.3526,915948,30,0.5964,0.9238,952.09,0.0886,0.6379,0.5706,0.6089,moderate 759,Nigeria,2025,capital,Agriculture,Junior,235.75,4434944,0.2142,3485020,0.4096,1427580,23,0.5895,0.7411,311.15,0.0619,0.4995,0.4293,0.5604,moderate 760,Senegal,2019,capital,Social_Services,Mid_Level,15.76,311764,0.1324,270496,0.4404,119137,23,0.6162,0.6858,320.35,0.0694,0.5072,0.3695,0.5751,moderate 761,Senegal,2023,rural,Justice,Executive,17.53,401420,0.2006,320913,0.2558,82102,26,0.5615,0.7097,1134.9,0.0587,0.5475,0.343,0.5243,moderate 762,Ethiopia,2020,urban,Security,Senior,114.15,1351717,0.3122,929668,0.1957,181949,11,0.6243,0.6861,150.1,0.063,0.2815,0.1624,0.3957,low 763,Kenya,2019,capital,Education,Senior,49.57,1627178,0.1323,1411840,0.5446,768939,36,0.6412,0.8925,568.69,0.0777,0.6998,0.7361,0.7205,high 764,Rwanda,2024,rural,Security,Mid_Level,14.0,461312,0.1655,384964,0.334,128590,64,0.841,0.8518,370.79,0.0712,0.758,0.5489,0.7106,high 765,Uganda,2021,rural,Administration,Senior,44.58,384930,0.3467,251471,0.1785,44896,16,0.5101,0.7592,483.15,0.0612,0.5218,0.4284,0.4569,low 766,Nigeria,2024,urban,Infrastructure,Junior,230.0,4758258,0.2066,3775115,0.3308,1248637,23,0.5063,0.7596,201.02,0.0547,0.4302,0.3471,0.5302,moderate 767,Uganda,2025,remote,Security,Mid_Level,50.57,438162,0.5214,209713,0.1509,31639,10,0.5739,0.8227,213.71,0.0591,0.4792,0.3825,0.3919,low 768,South Africa,2023,urban,Administration,Senior,61.51,2797970,0.1928,2258552,0.5355,1209498,40,0.6594,0.907,716.15,0.0691,0.6607,0.589,0.6967,high 769,Botswana,2023,capital,Security,Mid_Level,2.56,127016,0.1113,112875,0.6503,73399,55,0.652,0.8816,414.39,0.0903,0.7285,0.5965,0.787,high 770,Rwanda,2019,urban,Social_Services,Senior,12.43,320814,0.0995,288906,0.4513,130385,52,0.6336,0.822,923.52,0.0792,0.7513,0.646,0.731,high 771,Mozambique,2021,rural,Education,Junior,30.47,349375,0.4407,195413,0.1543,30146,9,0.4605,0.6078,151.52,0.0676,0.3021,0.2375,0.346,critical 772,Kenya,2019,urban,Education,Junior,49.57,1964101,0.1549,1659887,0.3874,643102,29,0.6335,0.7754,515.03,0.0827,0.6561,0.5962,0.6222,moderate 773,Rwanda,2019,remote,Education,Mid_Level,12.43,350829,0.1946,282560,0.2219,62691,37,0.6955,0.8885,429.5,0.0754,0.796,0.5471,0.6169,moderate 774,Nigeria,2019,urban,Education,Mid_Level,203.29,4298210,0.2274,3320904,0.341,1132456,19,0.621,0.6813,221.93,0.0644,0.4744,0.3326,0.5088,moderate 775,Botswana,2020,rural,Health,Mid_Level,2.45,119345,0.1771,98209,0.3545,34818,53,0.651,0.919,561.99,0.0658,0.7629,0.6517,0.7062,high 776,Nigeria,2021,urban,Agriculture,Mid_Level,213.58,4778988,0.2046,3801374,0.3429,1303669,22,0.6188,0.749,233.65,0.0663,0.47,0.3533,0.5343,moderate 777,Tanzania,2022,urban,Health,Junior,63.15,1203275,0.2355,919936,0.3038,279488,14,0.6091,0.7142,324.34,0.0615,0.4599,0.3994,0.4951,low 778,Nigeria,2020,rural,Health,Senior,208.37,4501600,0.3434,2955914,0.2684,793484,16,0.5676,0.8025,347.41,0.0494,0.4687,0.3587,0.4744,low 779,Senegal,2024,urban,Security,Director,18.0,372143,0.1789,305557,0.3016,92157,16,0.5068,0.7219,588.62,0.0594,0.4618,0.3306,0.5082,moderate 780,Senegal,2023,capital,Social_Services,Director,17.53,409923,0.1495,348628,0.4021,140179,24,0.6732,0.8196,597.52,0.0628,0.5454,0.3202,0.5826,moderate 781,Nigeria,2022,rural,Security,Junior,218.92,4109924,0.2619,3033711,0.2442,740719,25,0.6713,0.729,213.68,0.0669,0.5337,0.4009,0.5109,moderate 782,Mozambique,2021,capital,Justice,Mid_Level,30.47,293398,0.2989,205706,0.2263,46560,15,0.5557,0.6441,151.48,0.071,0.3415,0.2255,0.4227,low 783,Uganda,2021,capital,Education,Director,44.58,342054,0.2646,251531,0.3381,85035,19,0.6534,0.7583,621.96,0.0717,0.4577,0.35,0.5104,moderate 784,Mozambique,2025,rural,Infrastructure,Junior,33.89,340256,0.4522,186381,0.1484,27667,11,0.5523,0.7002,149.73,0.0576,0.3097,0.1823,0.3558,low 785,Senegal,2021,capital,Infrastructure,Mid_Level,16.62,347796,0.1309,302278,0.3438,103922,17,0.604,0.7082,192.7,0.072,0.464,0.4634,0.5447,moderate 786,Rwanda,2022,rural,Agriculture,Junior,13.35,442245,0.1629,370207,0.3208,118780,57,0.7374,0.9195,590.85,0.0653,0.7796,0.7718,0.7251,high 787,DRC,2023,capital,Social_Services,Mid_Level,101.74,580947,0.3692,366486,0.1835,67265,9,0.5634,0.6225,154.2,0.0617,0.3015,0.1923,0.3689,low 788,Nigeria,2019,rural,Finance,Director,203.29,4633017,0.3321,3094313,0.2215,685265,22,0.5034,0.799,622.61,0.0705,0.4817,0.3621,0.4816,low 789,Ethiopia,2025,rural,Social_Services,Director,129.15,1558386,0.4126,915458,0.1625,148797,12,0.6244,0.6277,342.95,0.0548,0.31,0.2244,0.3651,low 790,DRC,2025,urban,Education,Junior,108.36,578658,0.3405,381597,0.1834,69989,7,0.4991,0.6811,99.52,0.0542,0.3392,0.1665,0.381,low 791,South Africa,2021,urban,Education,Junior,60.54,2940653,0.1604,2468940,0.5542,1368232,38,0.6359,0.8307,639.23,0.0678,0.7781,0.6051,0.7064,high 792,Ethiopia,2025,urban,Health,Mid_Level,129.15,1423273,0.3469,929572,0.2304,214156,11,0.494,0.6771,106.42,0.072,0.3209,0.2072,0.4028,low 793,Rwanda,2024,urban,Infrastructure,Junior,14.0,442442,0.1026,397054,0.3987,158294,59,0.6371,0.8793,397.02,0.0778,0.7754,0.5445,0.7354,high 794,Mozambique,2023,rural,Social_Services,Junior,32.13,350222,0.3763,218419,0.1409,30779,11,0.5253,0.6526,91.69,0.0582,0.3137,0.1999,0.3679,low 795,Uganda,2019,urban,Finance,Mid_Level,41.86,375141,0.2754,271811,0.2896,78702,11,0.6182,0.7223,228.14,0.0533,0.4377,0.4464,0.4778,low 796,Botswana,2019,capital,Education,Executive,2.41,117763,0.1313,102305,0.6385,65322,55,0.7155,0.794,1792.26,0.0734,0.7456,0.5267,0.7606,high 797,Senegal,2019,rural,Health,Junior,15.76,305976,0.2325,234844,0.2283,53614,17,0.522,0.7876,205.05,0.0488,0.5609,0.4602,0.5117,moderate 798,Rwanda,2019,capital,Education,Mid_Level,12.43,345058,0.1126,306215,0.5535,169502,52,0.6037,0.9152,568.33,0.0892,0.6101,0.7042,0.759,high 799,Botswana,2024,remote,Agriculture,Mid_Level,2.6,114381,0.2269,88427,0.3244,28682,47,0.6317,0.768,535.73,0.0917,0.6089,0.6234,0.6303,moderate 800,Nigeria,2025,urban,Education,Junior,235.75,4585063,0.1906,3711351,0.3459,1283824,21,0.6099,0.7666,177.5,0.0522,0.4498,0.3357,0.5349,moderate 801,Mozambique,2023,capital,Security,Junior,32.13,284530,0.2214,221522,0.2165,47969,13,0.6037,0.6017,128.37,0.0666,0.2831,0.1664,0.4165,low 802,Ghana,2019,capital,Administration,Junior,30.64,771474,0.1772,634771,0.4038,256326,27,0.5308,0.7471,189.48,0.054,0.469,0.4348,0.5766,moderate 803,Nigeria,2023,rural,Health,Executive,224.39,3887902,0.3391,2569554,0.2573,661144,21,0.5733,0.7886,1143.91,0.0513,0.5439,0.3326,0.488,low 804,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,368923,0.1076,329228,0.4274,140705,50,0.6921,0.8977,422.03,0.0704,0.6946,0.5331,0.7124,high 805,DRC,2019,urban,Infrastructure,Junior,89.7,547988,0.4145,320851,0.1672,53634,6,0.4551,0.6028,124.41,0.0644,0.2595,0.1748,0.337,critical 806,Ghana,2020,urban,ICT,Junior,31.29,679538,0.1694,564412,0.3428,193468,19,0.56,0.721,188.76,0.0625,0.5003,0.3323,0.5322,moderate 807,Senegal,2024,urban,ICT,Director,18.0,388170,0.1444,332113,0.3874,128647,20,0.5215,0.7577,621.03,0.0684,0.5344,0.4602,0.5739,moderate 808,Botswana,2023,urban,Infrastructure,Executive,2.56,131149,0.1436,112318,0.5716,64202,47,0.6384,0.9138,1412.98,0.0713,0.6798,0.6724,0.7468,high 809,Botswana,2022,capital,Health,Junior,2.52,108412,0.0902,98630,0.6093,60090,38,0.6229,0.8219,503.55,0.0915,0.6264,0.6086,0.7215,high 810,Kenya,2023,capital,Social_Services,Director,53.87,1946288,0.1419,1670085,0.4675,780732,33,0.5573,0.771,1058.38,0.0793,0.7016,0.5766,0.6574,high 811,Uganda,2022,capital,Education,Junior,46.01,389782,0.2416,295614,0.3212,94965,11,0.5318,0.82,183.04,0.058,0.4311,0.3435,0.4979,low 812,South Africa,2021,capital,Infrastructure,Director,60.54,2920019,0.1281,2545915,0.5927,1508950,39,0.7313,0.817,1345.65,0.0935,0.6311,0.7282,0.7221,high 813,Uganda,2023,rural,Health,Junior,47.48,337549,0.4263,193668,0.1738,33652,11,0.609,0.7201,264.55,0.0549,0.5223,0.3508,0.4097,low 814,Uganda,2021,urban,Education,Junior,44.58,318157,0.2923,225171,0.2476,55759,13,0.525,0.7432,280.39,0.0583,0.5557,0.4288,0.4813,low 815,Mozambique,2024,rural,Health,Executive,33.0,358372,0.3952,216754,0.1295,28077,9,0.5544,0.6391,530.65,0.0569,0.3012,0.175,0.3496,critical 816,South Africa,2019,capital,Social_Services,Mid_Level,59.58,3581231,0.1672,2982561,0.5835,1740442,40,0.7225,0.9252,566.52,0.0674,0.7317,0.5513,0.7212,high 817,DRC,2018,rural,Social_Services,Junior,86.92,454883,0.5542,202781,0.1068,21648,5,0.5545,0.6952,121.04,0.061,0.2853,0.1791,0.3014,critical 818,Ghana,2024,rural,Education,Junior,34.0,790786,0.1969,635114,0.2616,166152,17,0.6171,0.7134,278.52,0.061,0.5506,0.4737,0.5181,moderate 819,DRC,2020,capital,Justice,Junior,92.57,509258,0.2628,375416,0.2015,75646,5,0.5189,0.6401,131.0,0.055,0.3336,0.2187,0.3984,low 820,Mozambique,2021,urban,Social_Services,Senior,30.47,295420,0.2697,215737,0.1706,36806,8,0.4608,0.5882,142.51,0.0686,0.3268,0.2276,0.3889,low 821,Rwanda,2022,urban,Health,Mid_Level,13.35,374110,0.1088,333394,0.525,175040,61,0.6844,0.8902,381.23,0.0649,0.6009,0.5643,0.7566,high 822,Tanzania,2023,urban,Health,Executive,65.05,1182598,0.1896,958382,0.3097,296850,18,0.5669,0.7669,1231.38,0.0552,0.498,0.3206,0.5219,moderate 823,Mozambique,2024,urban,Education,Executive,33.0,338354,0.2446,255601,0.1841,47049,10,0.6187,0.641,402.28,0.0617,0.2914,0.1644,0.4016,low 824,Botswana,2024,capital,Administration,Senior,2.6,102111,0.122,89651,0.6228,55836,47,0.704,0.7734,551.77,0.0873,0.6172,0.5829,0.7287,high 825,Rwanda,2021,capital,Justice,Senior,13.04,431304,0.0787,397358,0.4931,195935,60,0.7096,0.8833,790.16,0.0751,0.653,0.6897,0.7704,high 826,Tanzania,2019,remote,Agriculture,Junior,57.79,1103825,0.3209,749599,0.1531,114752,22,0.6267,0.7639,302.33,0.0611,0.4912,0.3503,0.4618,low 827,Tanzania,2019,urban,Finance,Mid_Level,57.79,1022231,0.2054,812287,0.3387,275141,23,0.5605,0.8103,295.91,0.0496,0.4751,0.355,0.5454,moderate 828,South Africa,2023,urban,Infrastructure,Senior,61.51,3096900,0.163,2592166,0.5493,1423868,51,0.7624,0.8019,575.69,0.0707,0.6838,0.5815,0.7209,high 829,Ghana,2025,rural,Finance,Junior,34.71,836779,0.2377,637875,0.298,190061,18,0.6319,0.6941,214.37,0.0718,0.4535,0.3362,0.4932,low 830,Tanzania,2023,urban,Health,Junior,65.05,1023049,0.1998,818643,0.2831,231786,20,0.6422,0.6967,225.55,0.0515,0.468,0.3583,0.508,moderate 831,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,361903,0.2651,265962,0.1807,48066,15,0.5298,0.6722,132.8,0.0603,0.2756,0.1713,0.4119,low 832,South Africa,2021,urban,Justice,Mid_Level,60.54,3604976,0.2032,2872420,0.5288,1519038,29,0.5985,0.8685,527.06,0.0698,0.7174,0.6109,0.667,high 833,Tanzania,2020,rural,Finance,Mid_Level,59.53,1091726,0.2707,796247,0.2047,163009,19,0.5474,0.7733,196.85,0.0719,0.5408,0.3868,0.4898,low 834,South Africa,2020,urban,Security,Mid_Level,60.06,3375891,0.1976,2708789,0.4885,1323270,44,0.6641,0.8735,492.45,0.0889,0.5961,0.5761,0.681,high 835,Tanzania,2020,remote,Infrastructure,Junior,59.53,1040756,0.3236,703925,0.1865,131309,22,0.6487,0.8012,204.85,0.0544,0.5144,0.425,0.4849,low 836,Senegal,2019,rural,Education,Junior,15.76,326521,0.2459,246231,0.2738,67423,22,0.6444,0.7969,233.47,0.0668,0.4559,0.4005,0.5172,moderate 837,South Africa,2018,urban,Infrastructure,Junior,59.11,3097460,0.1814,2535660,0.5119,1298111,29,0.5412,0.8247,602.81,0.0918,0.66,0.7069,0.6655,high 838,Nigeria,2022,remote,Health,Mid_Level,218.92,4499894,0.3462,2942254,0.1555,457624,14,0.5483,0.7789,280.03,0.0523,0.5537,0.3803,0.4476,low 839,Ghana,2025,capital,Social_Services,Director,34.71,951860,0.1798,780748,0.4025,314270,28,0.6266,0.7387,809.92,0.055,0.487,0.4645,0.5816,moderate 840,Botswana,2020,capital,Education,Senior,2.45,122136,0.0947,110566,0.597,66011,46,0.7186,0.8791,956.76,0.0751,0.658,0.6711,0.7553,high 841,Senegal,2021,urban,Health,Junior,16.62,413330,0.134,357933,0.3615,129399,25,0.5121,0.7084,231.56,0.0602,0.4762,0.4238,0.5656,moderate 842,Uganda,2019,capital,Health,Junior,41.86,320980,0.2831,230121,0.259,59608,15,0.5731,0.7799,270.81,0.0482,0.5198,0.3716,0.4876,low 843,South Africa,2024,capital,Security,Mid_Level,62.0,3436128,0.1323,2981536,0.5674,1691741,45,0.6778,0.8229,399.97,0.0733,0.7554,0.6264,0.7329,high 844,DRC,2023,rural,Security,Mid_Level,101.74,630758,0.4835,325763,0.1091,35547,9,0.6107,0.6456,151.19,0.072,0.2988,0.2179,0.3274,critical 845,Ghana,2023,capital,Health,Mid_Level,33.3,904248,0.1488,769688,0.4558,350854,27,0.6437,0.7179,245.51,0.0524,0.462,0.3344,0.5816,moderate 846,South Africa,2019,capital,Agriculture,Junior,59.58,2936879,0.174,2425992,0.5441,1319918,50,0.7283,0.7677,624.04,0.0914,0.7284,0.659,0.7214,high 847,Tanzania,2021,urban,Justice,Mid_Level,61.31,996393,0.163,833973,0.2735,228057,15,0.5378,0.8089,210.86,0.0557,0.4585,0.4073,0.523,moderate 848,Tanzania,2022,urban,ICT,Executive,63.15,1251833,0.2222,973701,0.2956,287848,18,0.5465,0.7927,803.1,0.0532,0.4308,0.4174,0.5171,moderate 849,Rwanda,2023,capital,Infrastructure,Junior,13.67,446132,0.0783,411202,0.4357,179178,53,0.7316,0.9063,527.68,0.0944,0.661,0.6235,0.7363,high 850,DRC,2025,capital,Social_Services,Junior,108.36,647529,0.2756,469047,0.1853,86932,9,0.4609,0.6063,108.67,0.0541,0.2895,0.2361,0.3934,low 851,Rwanda,2018,urban,Finance,Junior,12.14,340085,0.1173,300200,0.4783,143595,59,0.715,0.8681,618.08,0.0912,0.7882,0.5899,0.7558,high 852,Tanzania,2025,rural,Social_Services,Mid_Level,69.01,1422271,0.2578,1055568,0.2402,253580,20,0.6204,0.7877,203.61,0.0564,0.4838,0.4397,0.5061,moderate 853,Rwanda,2023,rural,Justice,Mid_Level,13.67,365853,0.1518,310315,0.375,116372,54,0.801,0.9348,457.76,0.0871,0.7084,0.6383,0.7157,high 854,Tanzania,2019,capital,Education,Mid_Level,57.79,928593,0.1712,769646,0.3384,260411,17,0.6285,0.7415,187.42,0.0718,0.5517,0.4256,0.5433,moderate 855,Rwanda,2024,capital,Justice,Junior,14.0,418610,0.0836,383599,0.5424,208053,42,0.6185,0.7836,566.18,0.0735,0.7038,0.6064,0.7182,high 856,DRC,2024,urban,Administration,Junior,105.0,555127,0.3226,376040,0.1439,54115,7,0.4884,0.7002,121.23,0.0536,0.2956,0.1757,0.375,low 857,Uganda,2019,urban,Health,Junior,41.86,378886,0.288,269761,0.3097,83556,12,0.6067,0.7293,196.63,0.0673,0.4339,0.3848,0.4767,low 858,Tanzania,2024,rural,Infrastructure,Junior,67.0,1052255,0.3158,719903,0.2021,145524,15,0.5156,0.8112,289.55,0.059,0.5683,0.3284,0.4704,low 859,DRC,2025,capital,Education,Junior,108.36,747482,0.373,468639,0.1846,86500,6,0.4889,0.6434,107.24,0.0485,0.3141,0.2091,0.3667,low 860,Senegal,2025,urban,Education,Mid_Level,18.49,369442,0.1701,306586,0.3805,116660,17,0.5371,0.8052,250.83,0.0608,0.5334,0.4125,0.5605,moderate 861,Tanzania,2018,rural,Administration,Junior,56.11,895244,0.2853,639805,0.231,147808,16,0.5706,0.7805,250.67,0.0514,0.4384,0.3902,0.4764,low 862,Botswana,2025,urban,Education,Director,2.64,114787,0.1265,100270,0.4673,46851,51,0.7463,0.9,1118.89,0.078,0.6304,0.7708,0.7378,high 863,South Africa,2018,urban,Security,Junior,59.11,3006029,0.1397,2585936,0.5034,1301776,51,0.6892,0.9333,387.87,0.0766,0.7844,0.7479,0.7616,high 864,Nigeria,2020,rural,Administration,Senior,208.37,4327995,0.2583,3210034,0.2093,671719,21,0.584,0.7107,328.37,0.0574,0.4993,0.3824,0.485,low 865,Ethiopia,2021,capital,Social_Services,Mid_Level,117.0,1254976,0.2715,914282,0.234,213945,10,0.5576,0.6689,134.25,0.0505,0.2824,0.1614,0.4103,low 866,DRC,2021,urban,Security,Junior,95.53,595805,0.3322,397900,0.1592,63327,9,0.4671,0.6296,112.18,0.0652,0.2729,0.2358,0.3746,low 867,Uganda,2025,rural,Education,Mid_Level,50.57,353953,0.4135,207606,0.201,41720,12,0.5196,0.7951,305.53,0.0605,0.497,0.4401,0.4399,low 868,South Africa,2024,rural,Education,Mid_Level,62.0,3638285,0.1962,2924305,0.3479,1017420,29,0.5992,0.8963,409.11,0.0813,0.6027,0.7534,0.6305,moderate 869,Kenya,2024,urban,Security,Junior,55.0,2124358,0.1466,1812875,0.3898,706723,45,0.5826,0.8718,401.53,0.087,0.6098,0.5411,0.6692,high 870,Kenya,2021,remote,Education,Mid_Level,51.68,1818737,0.2558,1353520,0.2248,304242,36,0.7311,0.8215,481.82,0.0924,0.6648,0.619,0.5839,moderate 871,Nigeria,2020,rural,Administration,Mid_Level,208.37,4321936,0.2868,3082402,0.2049,631580,16,0.5043,0.6924,273.11,0.0513,0.4378,0.3812,0.4553,low 872,Tanzania,2019,capital,Health,Junior,57.79,1051806,0.1942,847576,0.3716,314925,20,0.6023,0.8111,252.96,0.0632,0.4867,0.3724,0.5519,moderate 873,Uganda,2020,capital,Social_Services,Junior,43.2,363705,0.275,263690,0.2998,79045,11,0.5323,0.7265,322.83,0.0646,0.5332,0.4025,0.4862,low 874,Kenya,2023,rural,Health,Junior,53.87,1609930,0.1807,1319005,0.3561,469667,37,0.648,0.9224,401.67,0.0664,0.7876,0.7547,0.6789,high 875,Tanzania,2023,capital,ICT,Senior,65.05,1231956,0.1565,1039163,0.3373,350529,21,0.6471,0.7592,380.13,0.0647,0.5042,0.3868,0.5507,moderate 876,Rwanda,2018,capital,Justice,Junior,12.14,315364,0.1115,280188,0.5348,149856,35,0.6039,0.8948,475.28,0.079,0.6913,0.5726,0.7039,high 877,Tanzania,2023,capital,Infrastructure,Junior,65.05,1011587,0.1509,858954,0.3732,320586,14,0.519,0.6957,285.33,0.0587,0.5665,0.4263,0.5442,moderate 878,Uganda,2022,rural,Health,Director,46.01,418465,0.3278,281307,0.2077,58426,12,0.5558,0.7906,789.93,0.0561,0.529,0.4346,0.4649,low 879,Rwanda,2019,urban,Security,Senior,12.43,428984,0.0881,391174,0.4207,164582,39,0.588,0.8422,920.34,0.0784,0.7354,0.6179,0.6923,high 880,Botswana,2020,rural,Security,Junior,2.45,123932,0.1679,103123,0.3481,35896,44,0.7114,0.8274,603.14,0.0811,0.6932,0.7433,0.6728,high 881,Rwanda,2021,urban,Health,Junior,13.04,379074,0.0942,343364,0.4742,162813,39,0.6016,0.8604,430.7,0.0845,0.74,0.5983,0.7054,high 882,Kenya,2018,urban,Health,Mid_Level,48.55,1814649,0.1415,1557880,0.4332,674828,44,0.5952,0.9146,590.04,0.0774,0.6271,0.5605,0.6889,high 883,Ethiopia,2025,urban,Administration,Mid_Level,129.15,1532008,0.3301,1026355,0.2012,206495,9,0.6065,0.616,150.35,0.0719,0.2597,0.2025,0.3789,low 884,South Africa,2019,urban,ICT,Senior,59.58,3560114,0.1514,3021137,0.5013,1514449,33,0.7077,0.7975,594.28,0.0644,0.6332,0.5693,0.6599,high 885,Nigeria,2018,remote,Justice,Junior,198.33,4303633,0.3633,2740016,0.1949,533969,17,0.579,0.7322,203.15,0.0621,0.5376,0.4405,0.458,low 886,Ethiopia,2020,rural,Justice,Junior,114.15,1193869,0.3992,717270,0.1467,105242,9,0.4707,0.662,132.37,0.067,0.3135,0.1917,0.3592,low 887,Senegal,2025,rural,Infrastructure,Junior,18.49,424868,0.2239,329729,0.2701,89053,25,0.6747,0.8174,269.53,0.0712,0.5617,0.3204,0.5349,moderate 888,Mozambique,2023,capital,Education,Junior,32.13,319697,0.2059,253867,0.1989,50488,8,0.556,0.7006,155.84,0.0588,0.2784,0.2282,0.424,low 889,Kenya,2018,remote,Security,Mid_Level,48.55,1493697,0.1816,1222385,0.2432,297291,33,0.697,0.8742,479.57,0.0712,0.6959,0.5624,0.6048,moderate 890,Tanzania,2023,rural,Social_Services,Junior,65.05,1093121,0.2995,765705,0.2368,181345,20,0.5849,0.8064,209.17,0.0576,0.5444,0.3413,0.4939,low 891,Kenya,2024,urban,Health,Junior,55.0,2123099,0.15,1804538,0.412,743508,26,0.5582,0.8012,569.92,0.0709,0.6404,0.5284,0.6176,moderate 892,Ethiopia,2022,rural,Security,Mid_Level,119.93,1640367,0.4154,958925,0.1773,170004,10,0.4726,0.6903,126.08,0.0637,0.2712,0.195,0.3656,low 893,Mozambique,2025,urban,Health,Junior,33.89,337643,0.325,227905,0.2065,47064,15,0.5525,0.6358,100.66,0.0532,0.3212,0.1664,0.402,low 894,Kenya,2019,rural,Agriculture,Junior,49.57,1841325,0.1805,1509000,0.354,534237,38,0.5551,0.8,427.39,0.0865,0.702,0.7143,0.65,high 895,Botswana,2022,urban,Health,Junior,2.52,110186,0.1286,96016,0.5975,57367,37,0.6803,0.7909,564.13,0.0644,0.7327,0.5624,0.7079,high 896,Mozambique,2019,rural,Education,Mid_Level,28.88,272282,0.4537,148760,0.135,20076,12,0.6063,0.6713,107.24,0.0613,0.2625,0.2037,0.3476,critical 897,Ghana,2021,rural,Social_Services,Junior,31.94,698364,0.2295,538094,0.2829,152209,23,0.6148,0.7508,315.49,0.0578,0.4374,0.3683,0.514,moderate 898,Senegal,2022,urban,Education,Junior,17.07,403176,0.1905,326362,0.3362,109722,17,0.5545,0.7278,323.5,0.0591,0.5269,0.4662,0.5374,moderate 899,Botswana,2023,capital,Agriculture,Junior,2.56,112585,0.1335,97557,0.5377,52460,44,0.607,0.7954,531.05,0.088,0.7287,0.6056,0.7138,high 900,Tanzania,2018,urban,Infrastructure,Senior,56.11,1052514,0.2274,813168,0.3341,271718,16,0.5864,0.7871,477.8,0.0581,0.5222,0.3828,0.5253,moderate 901,Ghana,2023,remote,Administration,Junior,33.3,758613,0.3306,507821,0.2183,110833,31,0.5891,0.8022,277.57,0.0527,0.444,0.4324,0.5074,moderate 902,DRC,2019,rural,Infrastructure,Mid_Level,89.7,501955,0.5729,214385,0.128,27440,9,0.5792,0.6609,151.66,0.062,0.3018,0.1819,0.3088,critical 903,DRC,2020,rural,Education,Mid_Level,92.57,630853,0.4683,335394,0.1055,35385,8,0.4537,0.6873,121.85,0.0598,0.3062,0.2013,0.3331,critical 904,Rwanda,2020,capital,Finance,Senior,12.73,340202,0.0893,309831,0.4575,141740,47,0.6124,0.8943,571.56,0.0853,0.6512,0.6428,0.7231,high 905,Nigeria,2019,rural,Administration,Junior,203.29,4618449,0.279,3329749,0.2442,813008,22,0.535,0.7417,185.17,0.0647,0.4875,0.4627,0.5026,moderate 906,DRC,2020,remote,Health,Mid_Level,92.57,523396,0.5236,249331,0.1,24933,8,0.4894,0.6595,154.52,0.0556,0.2581,0.1714,0.306,critical 907,Kenya,2018,urban,Justice,Junior,48.55,1518775,0.1426,1302195,0.4138,538790,36,0.7278,0.8145,503.75,0.0898,0.7403,0.7154,0.6755,high 908,Mozambique,2024,rural,Infrastructure,Mid_Level,33.0,349567,0.4101,206202,0.1389,28643,14,0.512,0.6052,108.85,0.0541,0.3147,0.1785,0.3573,low 909,Mozambique,2023,rural,Health,Junior,32.13,323418,0.4198,187645,0.1396,26196,10,0.5068,0.5974,85.81,0.0714,0.2637,0.17,0.3379,critical 910,Tanzania,2024,rural,Finance,Mid_Level,67.0,1363377,0.2217,1061124,0.2068,219416,21,0.6332,0.8241,222.09,0.0707,0.4766,0.4344,0.5135,moderate 911,DRC,2025,capital,Education,Mid_Level,108.36,717222,0.2661,526365,0.1989,104719,7,0.5131,0.6292,149.63,0.0511,0.3067,0.1718,0.3929,low 912,Uganda,2025,rural,Education,Junior,50.57,390164,0.3464,255018,0.219,55859,15,0.5479,0.7829,243.68,0.0511,0.4411,0.3722,0.4544,low 913,Ghana,2022,capital,Infrastructure,Junior,32.62,863195,0.1298,751144,0.4161,312548,18,0.5429,0.6773,245.36,0.0664,0.44,0.4376,0.5559,moderate 914,Ethiopia,2022,rural,Agriculture,Junior,119.93,1529955,0.467,815490,0.1734,141369,8,0.5566,0.6043,119.67,0.0481,0.2724,0.2105,0.3355,critical 915,Senegal,2024,capital,Infrastructure,Mid_Level,18.0,447368,0.1529,378949,0.3383,128186,17,0.5911,0.7073,314.25,0.0701,0.5673,0.3669,0.5384,moderate 916,Rwanda,2023,rural,Health,Junior,13.67,374074,0.1366,322990,0.3817,123274,60,0.6941,0.8551,407.68,0.0729,0.6087,0.6871,0.7191,high 917,Rwanda,2023,rural,Administration,Junior,13.67,440061,0.123,385951,0.3233,124766,50,0.6054,0.7916,431.33,0.0681,0.7912,0.595,0.6824,high 918,Senegal,2022,remote,Agriculture,Junior,17.07,423861,0.24,322121,0.1735,55900,22,0.5752,0.7945,181.3,0.0628,0.5316,0.4755,0.5083,moderate 919,Botswana,2019,capital,Administration,Mid_Level,2.41,93555,0.0931,84848,0.6253,53057,46,0.6974,0.9146,422.33,0.0691,0.7239,0.7494,0.7826,high 920,Kenya,2020,rural,Health,Junior,50.61,1984821,0.1525,1682148,0.2743,461475,40,0.6328,0.8324,589.96,0.0698,0.7316,0.6015,0.6386,moderate 921,Uganda,2018,rural,Education,Senior,40.56,365287,0.4103,215423,0.1893,40788,12,0.6126,0.7429,421.74,0.0679,0.4667,0.3391,0.4168,low 922,Nigeria,2022,rural,Education,Mid_Level,218.92,4759731,0.282,3417480,0.2214,756790,22,0.6384,0.8181,197.14,0.0693,0.5398,0.4323,0.5098,moderate 923,Ghana,2020,capital,Infrastructure,Junior,31.29,732876,0.1873,595581,0.3763,224101,31,0.6247,0.8007,217.54,0.0632,0.5085,0.4679,0.5925,moderate 924,Rwanda,2019,capital,Administration,Junior,12.43,388107,0.0791,357397,0.44,157269,52,0.7189,0.8624,492.1,0.0878,0.8034,0.5917,0.7391,high 925,Tanzania,2020,urban,Justice,Junior,59.53,1128328,0.1937,909754,0.318,289266,21,0.5865,0.7463,215.05,0.0604,0.4644,0.455,0.5374,moderate 926,Botswana,2021,capital,Education,Mid_Level,2.49,125862,0.1031,112890,0.5353,60428,42,0.7617,0.9087,394.9,0.0836,0.7613,0.7197,0.7475,high 927,Mozambique,2021,rural,Agriculture,Junior,30.47,264076,0.364,167964,0.1251,21008,11,0.5977,0.6948,86.45,0.0497,0.3153,0.2,0.3735,low 928,Kenya,2019,rural,Education,Junior,49.57,1864879,0.1878,1514682,0.3099,469349,39,0.737,0.7708,538.3,0.071,0.6946,0.6302,0.6261,moderate 929,Uganda,2021,capital,Social_Services,Junior,44.58,398082,0.226,308096,0.3306,101848,15,0.5408,0.7806,293.0,0.0596,0.4888,0.4124,0.5208,moderate 930,Uganda,2022,urban,Justice,Junior,46.01,362876,0.2814,260771,0.3152,82185,12,0.5039,0.7015,278.42,0.0588,0.4833,0.3527,0.4773,low 931,Kenya,2025,urban,Agriculture,Junior,56.15,1734274,0.1116,1540664,0.4225,650914,34,0.5873,0.8244,351.88,0.0752,0.62,0.5534,0.6537,high 932,Ethiopia,2018,rural,Administration,Mid_Level,108.65,1145852,0.5023,570335,0.1828,104273,9,0.4729,0.6787,153.23,0.0667,0.3112,0.2089,0.3465,critical 933,Senegal,2025,capital,Health,Senior,18.49,363393,0.1373,313507,0.3588,112495,18,0.4906,0.7599,352.78,0.0612,0.4707,0.4706,0.5585,moderate 934,Ghana,2022,remote,Education,Junior,32.62,884196,0.3393,584201,0.1822,106440,26,0.6332,0.6969,257.88,0.0538,0.4275,0.4587,0.4689,low 935,South Africa,2021,rural,Security,Executive,60.54,3148660,0.2214,2451569,0.3364,824780,43,0.6692,0.8889,1827.81,0.0682,0.7761,0.7353,0.6707,high 936,Rwanda,2020,rural,Infrastructure,Senior,12.73,369397,0.1461,315445,0.2914,91929,40,0.7158,0.8299,540.8,0.0694,0.6814,0.7067,0.6496,moderate 937,Kenya,2020,rural,Social_Services,Junior,50.61,1931075,0.1531,1635359,0.3119,510014,26,0.5229,0.776,381.43,0.0907,0.7092,0.7663,0.6186,moderate 938,Tanzania,2022,rural,Education,Mid_Level,63.15,1097655,0.3096,757865,0.2532,191860,14,0.576,0.7707,259.38,0.051,0.5231,0.4479,0.4836,low 939,Kenya,2020,urban,Health,Director,50.61,1563940,0.1193,1377436,0.4134,569430,41,0.704,0.7662,1012.67,0.088,0.6798,0.5268,0.6616,high 940,Uganda,2025,capital,Infrastructure,Junior,50.57,433364,0.2666,317844,0.2907,92413,16,0.6332,0.7972,237.23,0.0586,0.558,0.3255,0.504,moderate 941,South Africa,2018,capital,Social_Services,Junior,59.11,2930805,0.1598,2462323,0.4888,1203700,35,0.6336,0.8038,647.72,0.0692,0.7735,0.6422,0.6819,high 942,Rwanda,2019,capital,Infrastructure,Junior,12.43,343334,0.1136,304323,0.4985,151693,62,0.6726,0.7962,528.81,0.0726,0.6338,0.5446,0.7385,high 943,Ethiopia,2018,rural,Education,Executive,108.65,1179849,0.3955,713163,0.154,109823,10,0.6,0.6935,338.87,0.0578,0.3295,0.16,0.3676,low 944,Rwanda,2022,capital,Finance,Junior,13.35,387536,0.1111,344499,0.5095,175526,62,0.7989,0.8247,498.07,0.0765,0.769,0.5688,0.7621,high 945,Mozambique,2025,rural,Agriculture,Mid_Level,33.89,344450,0.4098,203309,0.1507,30638,9,0.5493,0.6311,129.87,0.0611,0.2712,0.2188,0.3514,low 946,DRC,2021,rural,Security,Mid_Level,95.53,615999,0.4237,355002,0.106,37621,8,0.4899,0.5999,93.45,0.0555,0.3443,0.1726,0.3322,critical 947,Senegal,2020,remote,ICT,Junior,16.18,396598,0.231,304982,0.2071,63150,15,0.5443,0.7121,280.6,0.0484,0.4947,0.4315,0.481,low 948,Nigeria,2018,remote,Education,Junior,198.33,3639876,0.3508,2362876,0.1637,386831,20,0.6031,0.74,239.05,0.0668,0.4702,0.4196,0.4532,low 949,Ethiopia,2025,urban,Agriculture,Director,129.15,1563653,0.3751,977143,0.2075,202721,10,0.5094,0.5855,389.52,0.0538,0.3426,0.2122,0.3764,low 950,Nigeria,2025,remote,Agriculture,Executive,235.75,5093138,0.3786,3165017,0.1884,596184,16,0.4813,0.7135,960.98,0.0535,0.5021,0.4253,0.4422,low 951,DRC,2023,remote,ICT,Senior,101.74,632473,0.5294,297652,0.102,30352,6,0.4692,0.6263,187.95,0.0644,0.2562,0.2222,0.2999,critical 952,Uganda,2019,urban,Education,Junior,41.86,361036,0.2204,281455,0.25,70353,10,0.5851,0.8226,273.93,0.0622,0.5612,0.3608,0.498,low 953,Botswana,2018,urban,Education,Mid_Level,2.38,105598,0.1169,93256,0.5258,49037,41,0.5869,0.9123,560.38,0.0653,0.6193,0.5451,0.708,high 954,Kenya,2018,capital,Health,Senior,48.55,1866656,0.1336,1617287,0.4965,803011,39,0.7029,0.9162,854.55,0.0876,0.7639,0.6647,0.7185,high 955,Tanzania,2019,capital,Finance,Junior,57.79,937098,0.1425,803581,0.3159,253819,23,0.5705,0.7111,235.52,0.0552,0.5261,0.4215,0.5523,moderate 956,Ethiopia,2018,rural,Health,Mid_Level,108.65,1474253,0.4885,754142,0.1459,110009,11,0.5918,0.6974,102.69,0.0588,0.2749,0.1619,0.3401,critical 957,Ghana,2023,urban,Education,Senior,33.3,831438,0.2156,652167,0.4189,273181,30,0.6708,0.6909,277.13,0.07,0.4457,0.3826,0.5623,moderate 958,Kenya,2022,capital,Education,Mid_Level,52.76,1769564,0.1285,1542218,0.4188,645897,34,0.5738,0.8681,384.86,0.0703,0.7638,0.5811,0.6723,high 959,Kenya,2023,capital,Education,Junior,53.87,2100869,0.1151,1859134,0.4431,823785,35,0.618,0.8993,647.13,0.0809,0.6899,0.6092,0.6843,high 960,South Africa,2025,urban,Health,Director,62.5,3770260,0.1666,3142121,0.4725,1484512,44,0.7427,0.8498,1123.11,0.0736,0.6636,0.5507,0.6854,high 961,Kenya,2024,capital,Education,Senior,55.0,1869621,0.1101,1663684,0.5445,905956,27,0.6782,0.7756,711.09,0.0842,0.6727,0.659,0.6756,high 962,Ghana,2019,rural,Health,Senior,30.64,785366,0.2383,598240,0.2426,145128,24,0.6074,0.7149,414.96,0.0498,0.4563,0.438,0.5077,moderate 963,Rwanda,2019,capital,Security,Mid_Level,12.43,322841,0.0817,296477,0.4959,147009,52,0.6982,0.875,576.8,0.0944,0.6685,0.5624,0.7379,high 964,DRC,2020,capital,Education,Senior,92.57,529936,0.275,384177,0.1812,69621,10,0.4895,0.6861,214.92,0.0576,0.3108,0.1946,0.405,low 965,Ghana,2020,urban,Health,Mid_Level,31.29,859444,0.1661,716662,0.3927,281417,20,0.5152,0.7745,195.12,0.0668,0.4658,0.451,0.5645,moderate 966,Uganda,2020,urban,Justice,Mid_Level,43.2,314592,0.3078,217746,0.2618,57008,11,0.5303,0.7611,266.48,0.0681,0.5062,0.3558,0.4664,low 967,Botswana,2020,capital,Security,Junior,2.45,113734,0.1163,100501,0.6253,62846,33,0.5757,0.9196,521.67,0.0786,0.752,0.7547,0.7484,high 968,Nigeria,2020,remote,Health,Executive,208.37,3748366,0.3399,2474163,0.1582,391452,23,0.678,0.7195,895.37,0.0547,0.4482,0.446,0.4594,low 969,South Africa,2018,remote,Administration,Junior,59.11,3160341,0.3412,2082079,0.2986,621630,45,0.5826,0.7766,588.21,0.076,0.7354,0.7122,0.6131,moderate 970,Tanzania,2021,capital,Education,Senior,61.31,1047733,0.1452,895591,0.3823,342366,19,0.5831,0.7994,355.01,0.0716,0.5536,0.3649,0.5685,moderate 971,Nigeria,2020,urban,Security,Mid_Level,208.37,4195510,0.2669,3075620,0.3273,1006512,23,0.6201,0.7527,181.31,0.0638,0.5214,0.34,0.5216,moderate 972,Rwanda,2024,urban,Education,Senior,14.0,400264,0.1133,354928,0.4783,169777,36,0.6291,0.8029,614.81,0.085,0.5974,0.772,0.6886,high 973,Botswana,2021,capital,Administration,Mid_Level,2.49,115726,0.1208,101749,0.6402,65137,35,0.5597,0.9339,352.67,0.0867,0.7233,0.6637,0.7461,high 974,Botswana,2024,remote,Health,Mid_Level,2.6,124608,0.1937,100471,0.3219,32345,43,0.6044,0.9102,632.88,0.0672,0.7529,0.5759,0.659,high 975,South Africa,2018,capital,Social_Services,Junior,59.11,2785506,0.1665,2321624,0.5248,1218458,31,0.5735,0.9001,536.98,0.0883,0.6155,0.6391,0.6776,high 976,Rwanda,2024,capital,Health,Junior,14.0,399005,0.0839,365519,0.5726,209309,49,0.7186,0.7856,533.01,0.0818,0.7907,0.6272,0.7543,high 977,Botswana,2024,urban,Agriculture,Director,2.6,121390,0.1366,104802,0.5876,61577,56,0.6606,0.7983,1287.86,0.0959,0.6979,0.606,0.7529,high 978,Nigeria,2022,capital,Health,Junior,218.92,3758261,0.2178,2939798,0.3412,1002915,16,0.5661,0.7235,233.95,0.0556,0.4256,0.4301,0.5149,moderate 979,Kenya,2018,capital,Education,Junior,48.55,1526094,0.1127,1354173,0.443,599939,25,0.6667,0.8169,378.58,0.0807,0.6209,0.721,0.6518,high 980,Tanzania,2018,urban,Administration,Junior,56.11,919520,0.206,730138,0.3523,257255,16,0.5892,0.6978,271.21,0.0541,0.517,0.3342,0.5164,moderate 981,Ethiopia,2022,urban,Security,Mid_Level,119.93,1589451,0.377,990161,0.2173,215179,11,0.4654,0.7027,128.33,0.0581,0.2941,0.2206,0.3944,low 982,Tanzania,2024,rural,Infrastructure,Junior,67.0,1367196,0.2782,986881,0.2269,223956,19,0.5984,0.782,257.98,0.069,0.554,0.3908,0.4965,low 983,DRC,2019,rural,Security,Mid_Level,89.7,601260,0.4019,359637,0.1123,40404,9,0.6067,0.6404,97.87,0.0581,0.2961,0.2016,0.3459,critical 984,Botswana,2020,urban,Security,Mid_Level,2.45,115596,0.1198,101745,0.5021,51085,40,0.7493,0.8322,531.84,0.0807,0.779,0.616,0.7099,high 985,Nigeria,2021,rural,Health,Mid_Level,213.58,4143292,0.3583,2658771,0.2559,680484,14,0.6126,0.7805,259.14,0.0537,0.4474,0.4205,0.4633,low 986,Botswana,2021,rural,Education,Mid_Level,2.49,103458,0.1772,85129,0.332,28260,42,0.6024,0.868,445.02,0.0887,0.6191,0.6646,0.6523,high 987,Senegal,2022,capital,Health,Junior,17.07,387737,0.1706,321570,0.3369,108323,24,0.6305,0.7754,252.42,0.0712,0.5003,0.4541,0.5633,moderate 988,Mozambique,2020,remote,ICT,Director,29.66,279205,0.5465,126630,0.1,12663,13,0.5259,0.6706,284.2,0.0482,0.2758,0.1634,0.3154,critical 989,Botswana,2021,rural,Security,Senior,2.49,122200,0.1594,102722,0.3847,39516,45,0.6011,0.8667,849.08,0.0836,0.7517,0.5509,0.6791,high 990,Tanzania,2024,capital,Administration,Junior,67.0,1203102,0.1751,992434,0.3127,310334,16,0.5108,0.7605,311.95,0.0556,0.5012,0.4579,0.5344,moderate 991,Kenya,2021,rural,Finance,Junior,51.68,1622666,0.153,1374400,0.3307,454519,41,0.5914,0.9197,457.66,0.0776,0.7828,0.753,0.6885,high 992,Tanzania,2022,urban,Health,Junior,63.15,1232473,0.1841,1005565,0.326,327791,14,0.5524,0.7278,250.54,0.0617,0.5736,0.464,0.5334,moderate 993,Tanzania,2023,capital,Administration,Senior,65.05,1306708,0.1745,1078657,0.3028,326625,20,0.5606,0.7267,350.43,0.0614,0.475,0.4304,0.5316,moderate 994,Rwanda,2023,urban,Health,Director,13.67,399290,0.1058,357038,0.4559,162775,45,0.7156,0.7674,1530.13,0.0673,0.8049,0.6833,0.714,high 995,DRC,2018,rural,Education,Director,86.92,561478,0.4813,291212,0.1175,34209,10,0.5671,0.6518,281.63,0.0558,0.3185,0.207,0.3344,critical 996,Ethiopia,2024,rural,Agriculture,Mid_Level,126.0,1631124,0.4057,969346,0.1769,171470,8,0.5627,0.7011,139.37,0.0562,0.3186,0.1766,0.3675,low 997,South Africa,2018,rural,Social_Services,Junior,59.11,3553424,0.2231,2760775,0.4038,1114716,46,0.7662,0.9067,642.2,0.0841,0.6427,0.6213,0.6726,high 998,Tanzania,2024,capital,Administration,Junior,67.0,1342027,0.1749,1107367,0.3703,410096,22,0.5743,0.7795,209.01,0.0672,0.548,0.3672,0.5623,moderate 999,Ghana,2018,urban,Health,Senior,30.01,696572,0.2119,548936,0.4395,241254,31,0.6426,0.7151,444.13,0.0648,0.5716,0.3804,0.5868,moderate 1000,Uganda,2018,remote,Social_Services,Junior,40.56,346459,0.3601,221690,0.1526,33830,13,0.5323,0.7117,216.23,0.0589,0.4622,0.3946,0.4231,low 1001,Ghana,2022,rural,Security,Junior,32.62,702671,0.2719,511588,0.3113,159244,32,0.7146,0.7701,309.14,0.0588,0.5431,0.4729,0.5569,moderate 1002,Senegal,2024,urban,Education,Junior,18.0,380207,0.1828,310715,0.3733,115983,18,0.6083,0.7319,258.67,0.0569,0.5032,0.4368,0.5464,moderate 1003,Rwanda,2023,rural,Education,Mid_Level,13.67,378005,0.1427,324063,0.3444,111599,55,0.809,0.8168,603.59,0.074,0.7109,0.7353,0.7051,high 1004,Senegal,2023,remote,Social_Services,Junior,17.53,442610,0.3172,302215,0.188,56809,16,0.5308,0.8004,317.63,0.068,0.4845,0.329,0.4591,low 1005,Botswana,2022,urban,Health,Junior,2.52,101746,0.1112,90434,0.5682,51384,41,0.6514,0.8667,638.04,0.0882,0.7306,0.7134,0.7412,high 1006,Uganda,2023,rural,Infrastructure,Mid_Level,47.48,375456,0.3449,245970,0.1862,45810,13,0.5402,0.7619,249.98,0.0506,0.476,0.3802,0.4427,low 1007,Mozambique,2023,urban,Health,Junior,32.13,321034,0.2521,240096,0.1977,47462,12,0.6193,0.6702,86.23,0.0571,0.3264,0.1808,0.4177,low 1008,DRC,2025,rural,Health,Junior,108.36,729407,0.5744,310464,0.1331,41313,7,0.5706,0.6139,111.69,0.0647,0.3422,0.1951,0.303,critical 1009,Rwanda,2021,capital,Finance,Junior,13.04,433234,0.0777,399573,0.5317,212472,43,0.6672,0.8129,470.02,0.0815,0.7296,0.7645,0.7423,high 1010,DRC,2020,rural,Administration,Junior,92.57,616247,0.5679,266310,0.1325,35288,8,0.5674,0.6475,127.0,0.0714,0.2776,0.2234,0.3084,critical 1011,Tanzania,2022,capital,Security,Senior,63.15,1160218,0.1998,928458,0.3225,299408,22,0.6142,0.7955,323.92,0.0587,0.5614,0.3281,0.544,moderate 1012,Botswana,2021,rural,Justice,Senior,2.49,119924,0.198,96173,0.3838,36911,48,0.7642,0.8843,570.93,0.0757,0.711,0.7162,0.6918,high 1013,Nigeria,2022,rural,Social_Services,Junior,218.92,4530841,0.3069,3140537,0.2204,692070,19,0.5844,0.7976,244.15,0.0499,0.4981,0.4541,0.4907,low 1014,Tanzania,2022,urban,Administration,Junior,63.15,1077730,0.193,869705,0.33,286993,21,0.5067,0.7938,283.08,0.0695,0.5601,0.4444,0.5563,moderate 1015,Rwanda,2019,urban,Administration,Mid_Level,12.43,377372,0.126,329838,0.5139,169491,56,0.807,0.7844,577.26,0.0949,0.6053,0.578,0.723,high 1016,Nigeria,2024,urban,Health,Junior,230.0,4357202,0.2089,3447001,0.3674,1266392,21,0.6252,0.677,239.13,0.0556,0.5528,0.4726,0.5462,moderate 1017,South Africa,2021,remote,Health,Junior,60.54,3473006,0.2691,2538589,0.3041,771979,33,0.6881,0.7993,409.13,0.0783,0.7934,0.6722,0.6077,moderate 1018,Tanzania,2023,capital,Health,Junior,65.05,1283151,0.1575,1081087,0.3187,344593,19,0.5905,0.7366,175.65,0.0588,0.5358,0.3576,0.5377,moderate 1019,Botswana,2023,capital,Administration,Director,2.56,98065,0.1101,87267,0.5611,48966,54,0.7247,0.8689,1026.88,0.0665,0.7404,0.6814,0.7703,high 1020,Botswana,2024,rural,Security,Mid_Level,2.6,131531,0.1882,106770,0.4281,45703,58,0.7108,0.8869,556.42,0.0696,0.7287,0.6313,0.724,high 1021,Botswana,2021,capital,Justice,Mid_Level,2.49,112972,0.0966,102056,0.5858,59787,34,0.6054,0.8283,615.03,0.0773,0.7207,0.7474,0.7284,high 1022,Uganda,2021,remote,Health,Junior,44.58,313291,0.461,168874,0.1706,28806,16,0.5853,0.7167,314.67,0.0593,0.4651,0.478,0.4192,low 1023,DRC,2021,urban,Health,Junior,95.53,626361,0.3575,402431,0.1875,75462,6,0.5422,0.6786,128.73,0.0607,0.307,0.2152,0.3765,low 1024,DRC,2024,urban,Finance,Mid_Level,105.0,594886,0.3137,408243,0.1881,76780,6,0.482,0.6654,89.57,0.0488,0.2608,0.1699,0.3765,low 1025,Tanzania,2021,rural,Education,Junior,61.31,1136853,0.2431,860476,0.2195,188845,16,0.5372,0.7333,176.67,0.0693,0.5716,0.458,0.497,low 1026,Ghana,2018,rural,Agriculture,Junior,30.01,847789,0.2665,621838,0.2502,155586,31,0.554,0.7432,198.85,0.0516,0.5702,0.4115,0.5331,moderate 1027,Uganda,2020,rural,Administration,Director,43.2,390486,0.4184,227105,0.2083,47314,13,0.6225,0.6934,500.8,0.0584,0.4675,0.4185,0.4226,low 1028,Kenya,2025,urban,Infrastructure,Junior,56.15,2087813,0.1134,1850977,0.3804,704137,37,0.6548,0.8343,450.2,0.0657,0.7379,0.6296,0.6711,high 1029,Senegal,2021,remote,Security,Junior,16.62,382818,0.2303,294661,0.1744,51382,24,0.5291,0.717,309.71,0.0657,0.5644,0.4611,0.5061,moderate 1030,DRC,2020,rural,Education,Mid_Level,92.57,530169,0.3843,326450,0.1054,34401,9,0.4691,0.6629,145.76,0.0658,0.2922,0.1767,0.3491,critical 1031,Nigeria,2025,rural,Finance,Director,235.75,4311892,0.2931,3048189,0.2118,645674,15,0.543,0.7799,564.59,0.0646,0.5458,0.4604,0.4848,low 1032,Tanzania,2018,rural,Health,Mid_Level,56.11,971119,0.2859,693434,0.2048,141993,19,0.5113,0.7005,267.17,0.0561,0.5306,0.4296,0.4783,low 1033,Nigeria,2022,rural,Social_Services,Director,218.92,3827352,0.3086,2646285,0.2579,682508,16,0.524,0.715,652.12,0.0568,0.5249,0.4176,0.4788,low 1034,Botswana,2023,capital,Justice,Mid_Level,2.56,102498,0.0986,92395,0.5416,50041,56,0.6863,0.7684,392.49,0.065,0.6796,0.7273,0.7567,high 1035,Rwanda,2021,rural,Health,Mid_Level,13.04,424842,0.1541,359389,0.3716,133536,43,0.6722,0.8801,400.55,0.0901,0.6604,0.5443,0.6644,high 1036,Botswana,2024,rural,Administration,Senior,2.6,109226,0.1775,89838,0.4415,39663,38,0.6467,0.9197,571.39,0.0937,0.6975,0.7522,0.6939,high 1037,Nigeria,2022,rural,Justice,Junior,218.92,4546170,0.3509,2951044,0.2728,805165,25,0.6262,0.77,257.87,0.0626,0.5168,0.3268,0.4929,low 1038,Ethiopia,2018,rural,Education,Junior,108.65,1183885,0.4706,626772,0.1823,114252,10,0.6122,0.6999,99.69,0.0517,0.274,0.1677,0.3521,low 1039,Senegal,2022,urban,Administration,Mid_Level,17.07,359639,0.1934,290083,0.3999,115991,25,0.6525,0.8216,265.07,0.0691,0.4347,0.4087,0.5717,moderate 1040,Senegal,2022,capital,Health,Junior,17.07,352250,0.1183,310585,0.3751,116515,26,0.6246,0.7761,179.73,0.0681,0.4469,0.3684,0.5772,moderate 1041,Rwanda,2022,remote,ICT,Senior,13.35,428098,0.182,350187,0.2645,92631,39,0.6106,0.9324,965.83,0.0743,0.6456,0.5797,0.6305,moderate 1042,Kenya,2021,capital,Security,Junior,51.68,1593603,0.1093,1419433,0.52,738036,31,0.6185,0.8766,586.56,0.0738,0.7485,0.5944,0.6959,high 1043,Ghana,2023,urban,Administration,Executive,33.3,900980,0.2099,711852,0.343,244176,27,0.553,0.7165,1013.69,0.0658,0.5332,0.4591,0.5575,moderate 1044,Tanzania,2022,remote,Administration,Senior,63.15,1044528,0.3342,695497,0.1799,125124,23,0.5053,0.7241,339.53,0.0549,0.5476,0.3272,0.465,low 1045,Ghana,2020,rural,Finance,Junior,31.29,808209,0.2422,612484,0.3205,196285,28,0.7013,0.703,289.24,0.0612,0.5319,0.3948,0.5377,moderate 1046,Ethiopia,2019,capital,Social_Services,Senior,111.37,1201094,0.2963,845257,0.2571,217329,10,0.5104,0.6995,195.38,0.0653,0.3137,0.2177,0.4233,low 1047,Nigeria,2019,remote,Education,Senior,203.29,4545547,0.3977,2737857,0.1853,507347,15,0.5493,0.7667,280.92,0.0507,0.574,0.3732,0.4441,low 1048,Ghana,2020,urban,Security,Mid_Level,31.29,850348,0.1809,696520,0.329,229176,24,0.5165,0.799,192.05,0.0532,0.494,0.3512,0.5514,moderate 1049,Tanzania,2022,urban,ICT,Junior,63.15,1162938,0.2155,912376,0.2736,249619,19,0.6389,0.7931,315.28,0.0653,0.4841,0.4673,0.5261,moderate 1050,Mozambique,2019,rural,Justice,Senior,28.88,324937,0.3203,220875,0.1538,33963,9,0.5809,0.6761,145.59,0.068,0.2966,0.2035,0.3823,low 1051,Senegal,2025,rural,Agriculture,Junior,18.49,369993,0.1751,305208,0.2432,74226,19,0.5812,0.7785,201.9,0.0624,0.5625,0.3496,0.5225,moderate 1052,Nigeria,2023,capital,Infrastructure,Mid_Level,224.39,3860466,0.1867,3139743,0.4008,1258469,16,0.6017,0.7668,199.55,0.0658,0.5048,0.3379,0.5428,moderate 1053,DRC,2025,rural,Justice,Junior,108.36,579393,0.5263,274440,0.1263,34650,6,0.5627,0.6506,109.1,0.0669,0.3105,0.2006,0.3137,critical 1054,Mozambique,2024,rural,Administration,Senior,33.0,315960,0.3786,196333,0.1638,32150,14,0.5045,0.6207,165.36,0.0691,0.3385,0.2242,0.3807,low 1055,South Africa,2020,rural,Health,Junior,60.06,3066068,0.2312,2357150,0.3665,864011,33,0.576,0.9016,372.86,0.0798,0.6352,0.6031,0.6254,moderate 1056,Senegal,2020,rural,Finance,Junior,16.18,391355,0.1802,320827,0.2765,88694,18,0.6437,0.6758,258.5,0.0629,0.5116,0.4504,0.5166,moderate 1057,Rwanda,2018,urban,Social_Services,Senior,12.14,364110,0.1105,323874,0.4986,161476,58,0.8172,0.9085,711.49,0.0848,0.6965,0.5507,0.753,high 1058,Nigeria,2024,rural,Health,Mid_Level,230.0,4300679,0.2483,3232769,0.2477,800674,22,0.591,0.6758,261.53,0.0482,0.564,0.3628,0.4989,low 1059,Ethiopia,2024,capital,Health,Mid_Level,126.0,1629304,0.3296,1092339,0.2415,263820,9,0.4628,0.6609,111.36,0.0698,0.2982,0.2212,0.4016,low 1060,DRC,2024,capital,Finance,Senior,105.0,615722,0.3283,413555,0.2001,82772,6,0.586,0.6366,190.05,0.0559,0.3024,0.1639,0.3751,low 1061,Tanzania,2018,urban,Education,Mid_Level,56.11,869991,0.1717,720631,0.2812,202617,17,0.5249,0.6956,264.64,0.0659,0.5278,0.3642,0.5134,moderate 1062,Uganda,2024,rural,Agriculture,Junior,49.0,361684,0.3564,232792,0.1843,42896,16,0.5316,0.6978,197.74,0.0511,0.491,0.3205,0.4328,low 1063,Rwanda,2022,capital,Infrastructure,Director,13.35,444889,0.0989,400873,0.4916,197074,55,0.8114,0.8482,949.48,0.0885,0.5972,0.7188,0.7445,high 1064,Rwanda,2018,capital,Justice,Mid_Level,12.14,371057,0.1083,330867,0.5571,184334,48,0.795,0.8258,401.45,0.0911,0.6823,0.7474,0.749,high 1065,Nigeria,2018,capital,Health,Mid_Level,198.33,4361473,0.1922,3523141,0.3158,1112590,18,0.5459,0.7715,272.82,0.0505,0.488,0.4228,0.5327,moderate 1066,Senegal,2020,urban,Agriculture,Junior,16.18,305870,0.144,261816,0.3812,99792,18,0.6265,0.745,245.94,0.0665,0.4825,0.3582,0.5501,moderate 1067,South Africa,2018,rural,Finance,Senior,59.11,3092819,0.2202,2411685,0.3383,815815,32,0.6903,0.7812,930.96,0.0649,0.7047,0.5352,0.6007,moderate 1068,DRC,2024,urban,Agriculture,Director,105.0,658209,0.3137,451743,0.1797,81171,7,0.4509,0.6483,356.25,0.0583,0.3233,0.2164,0.3852,low 1069,Kenya,2021,urban,Security,Junior,51.68,1629637,0.1253,1425400,0.4897,698079,30,0.5707,0.7877,366.55,0.0953,0.7077,0.7097,0.676,high 1070,Botswana,2024,urban,Social_Services,Director,2.6,125485,0.1367,108334,0.5173,56037,54,0.6277,0.8924,1146.5,0.0821,0.7825,0.6773,0.76,high 1071,Ghana,2018,rural,Administration,Mid_Level,30.01,831708,0.2712,606125,0.3103,188110,22,0.5834,0.8022,311.56,0.0515,0.4522,0.3755,0.5179,moderate 1072,Nigeria,2024,remote,Agriculture,Junior,230.0,4329172,0.4286,2473890,0.1718,424935,15,0.5267,0.796,249.02,0.0521,0.4719,0.4726,0.4372,low 1073,Ethiopia,2021,urban,Health,Junior,117.0,1536592,0.3511,997154,0.2157,215128,12,0.5283,0.6974,86.27,0.0563,0.332,0.2321,0.4072,low 1074,Botswana,2024,rural,Social_Services,Mid_Level,2.6,108373,0.1657,90412,0.4025,36392,47,0.7675,0.8456,403.4,0.0709,0.7727,0.5223,0.683,high 1075,Senegal,2024,capital,Education,Senior,18.0,385024,0.1626,322431,0.338,108966,22,0.6025,0.8086,283.56,0.0561,0.5239,0.4768,0.5702,moderate 1076,Uganda,2024,rural,Infrastructure,Mid_Level,49.0,434169,0.4132,254759,0.2181,55572,17,0.6327,0.6921,218.9,0.0714,0.5067,0.3482,0.433,low 1077,Ethiopia,2022,rural,Social_Services,Senior,119.93,1244531,0.4122,731545,0.137,100212,12,0.4944,0.6662,187.63,0.063,0.3057,0.2172,0.3634,low 1078,DRC,2023,capital,Education,Mid_Level,101.74,578451,0.3533,374071,0.1702,63654,9,0.4792,0.685,97.21,0.0607,0.2838,0.211,0.3789,low 1079,DRC,2019,rural,Agriculture,Director,89.7,572390,0.5006,285840,0.1318,37687,6,0.5449,0.6358,343.88,0.0486,0.2935,0.2121,0.3187,critical 1080,Ghana,2021,capital,Finance,Senior,31.94,728385,0.1515,618035,0.4818,297758,31,0.5368,0.7545,277.22,0.0702,0.4912,0.3869,0.6111,moderate 1081,Ghana,2020,rural,Health,Senior,31.29,780134,0.2464,587924,0.3086,181449,20,0.5235,0.7381,439.38,0.0494,0.5443,0.4001,0.5207,moderate 1082,Ethiopia,2022,rural,Health,Junior,119.93,1549366,0.4053,921468,0.1629,150111,12,0.4734,0.6435,110.01,0.0506,0.3406,0.2369,0.3737,low 1083,Tanzania,2020,remote,Health,Executive,59.53,1179502,0.2923,834743,0.173,144424,21,0.5523,0.7281,1077.38,0.0515,0.4427,0.36,0.4622,low 1084,Kenya,2023,urban,Infrastructure,Junior,53.87,1712385,0.1431,1467300,0.3883,569760,38,0.6326,0.8791,464.52,0.0911,0.6067,0.7523,0.6741,high 1085,Botswana,2020,capital,Agriculture,Junior,2.45,108886,0.1255,95216,0.6264,59641,47,0.7866,0.8438,361.82,0.0902,0.6415,0.5658,0.74,high 1086,Nigeria,2018,urban,Education,Junior,198.33,4077462,0.2476,3067724,0.3733,1145300,15,0.5013,0.7635,189.72,0.0569,0.5187,0.4449,0.5298,moderate 1087,Ghana,2019,rural,Security,Senior,30.64,723301,0.264,532343,0.3012,160324,21,0.6052,0.7763,324.25,0.0588,0.4904,0.4438,0.5216,moderate 1088,Rwanda,2018,urban,Education,Mid_Level,12.14,384004,0.108,342512,0.4678,160235,44,0.6381,0.8917,389.52,0.0887,0.7326,0.75,0.7319,high 1089,Nigeria,2020,urban,Health,Director,208.37,4386649,0.2361,3351142,0.353,1183074,17,0.5857,0.7951,471.36,0.071,0.5588,0.4741,0.5443,moderate 1090,South Africa,2024,capital,Agriculture,Junior,62.0,3536557,0.1309,3073475,0.5994,1842319,33,0.5676,0.7771,563.41,0.07,0.6365,0.5641,0.6862,high 1091,Ghana,2020,remote,Infrastructure,Junior,31.29,704850,0.2423,534087,0.2015,107615,19,0.4943,0.6904,222.78,0.066,0.435,0.4286,0.4772,low 1092,Botswana,2022,rural,Education,Senior,2.52,125998,0.2,100795,0.4195,42288,34,0.7213,0.9035,620.55,0.0693,0.7916,0.5605,0.6606,high 1093,Botswana,2024,urban,Security,Junior,2.6,124899,0.1266,109086,0.5914,64515,36,0.5685,0.7984,373.57,0.0954,0.6208,0.5722,0.6953,high 1094,Ethiopia,2024,urban,Education,Mid_Level,126.0,1466079,0.3573,942292,0.2291,215903,8,0.5476,0.6976,110.24,0.0657,0.2924,0.2034,0.3922,low 1095,Uganda,2023,capital,Finance,Junior,47.48,405485,0.2503,303972,0.2844,86456,11,0.6135,0.7223,216.31,0.0504,0.5116,0.3625,0.4818,low 1096,Uganda,2024,rural,Health,Mid_Level,49.0,360463,0.2902,255851,0.2072,53002,12,0.6137,0.761,206.38,0.0715,0.507,0.3465,0.4587,low 1097,Botswana,2022,remote,Finance,Junior,2.52,112243,0.1915,90745,0.2588,23482,47,0.7694,0.8901,378.86,0.0768,0.5961,0.6001,0.6374,moderate 1098,Botswana,2023,capital,Social_Services,Mid_Level,2.56,121120,0.1292,105471,0.6076,64083,55,0.7865,0.8614,439.17,0.0735,0.7788,0.534,0.7676,high 1099,DRC,2025,urban,Security,Junior,108.36,738575,0.2933,521986,0.1577,82337,9,0.4997,0.6208,148.71,0.0679,0.2645,0.2064,0.3788,low 1100,South Africa,2019,capital,Agriculture,Junior,59.58,3129028,0.1372,2699869,0.5973,1612727,41,0.6072,0.9225,596.87,0.0725,0.7968,0.5896,0.7446,high 1101,Ethiopia,2020,urban,Health,Mid_Level,114.15,1393359,0.3647,885197,0.2029,179604,8,0.5094,0.604,152.12,0.0652,0.3267,0.2198,0.3748,low 1102,Uganda,2019,capital,Finance,Senior,41.86,317851,0.1929,256531,0.3144,80654,12,0.555,0.6772,376.99,0.0574,0.5571,0.4355,0.5112,moderate 1103,South Africa,2018,rural,Social_Services,Mid_Level,59.11,3536039,0.2557,2632026,0.3296,867623,37,0.6188,0.8508,636.11,0.0837,0.6607,0.7648,0.6312,moderate 1104,Kenya,2023,capital,Administration,Junior,53.87,1894575,0.119,1669115,0.541,902995,30,0.589,0.8772,615.98,0.0677,0.6391,0.7665,0.7026,high 1105,Senegal,2024,urban,Education,Mid_Level,18.0,416647,0.166,347502,0.3812,132453,16,0.618,0.6837,307.15,0.049,0.4442,0.3488,0.5257,moderate 1106,Ethiopia,2019,urban,Security,Senior,111.37,1346211,0.3191,916643,0.2081,190729,11,0.4804,0.6241,136.47,0.0531,0.3078,0.1701,0.3912,low 1107,South Africa,2018,rural,Health,Mid_Level,59.11,2993519,0.2641,2202784,0.3824,842378,29,0.6891,0.8354,439.47,0.0855,0.7458,0.5988,0.6118,moderate 1108,Uganda,2020,capital,Agriculture,Director,43.2,336950,0.2876,240031,0.2709,65018,17,0.6409,0.7782,478.5,0.0558,0.4378,0.4163,0.4905,low 1109,Mozambique,2025,urban,Health,Junior,33.89,346108,0.2959,243679,0.182,44337,13,0.4838,0.666,114.65,0.0511,0.3121,0.2138,0.4065,low 1110,Ghana,2021,rural,Infrastructure,Junior,31.94,907299,0.2826,650870,0.246,160134,31,0.6756,0.691,252.9,0.0488,0.5133,0.4693,0.5203,moderate 1111,Rwanda,2020,urban,Education,Mid_Level,12.73,416661,0.0957,376786,0.4694,176868,45,0.7306,0.8843,559.64,0.0761,0.7208,0.6893,0.7296,high 1112,Botswana,2023,urban,Social_Services,Junior,2.56,99910,0.1493,84992,0.4584,38962,55,0.7443,0.9212,519.49,0.0903,0.7465,0.6565,0.7433,high 1113,Senegal,2020,capital,Education,Director,16.18,331991,0.1585,279368,0.385,107550,19,0.6609,0.682,655.78,0.0591,0.4365,0.3543,0.5355,moderate 1114,Uganda,2023,capital,Social_Services,Mid_Level,47.48,334361,0.2195,260957,0.2673,69765,17,0.5736,0.6754,256.44,0.0596,0.5215,0.3256,0.4905,low 1115,DRC,2018,urban,Security,Mid_Level,86.92,486818,0.3191,331467,0.1741,57696,5,0.5289,0.6401,101.21,0.0605,0.2745,0.2051,0.3702,low 1116,Rwanda,2019,urban,Infrastructure,Junior,12.43,385425,0.1188,339631,0.5252,178378,41,0.606,0.8168,617.23,0.077,0.6584,0.7127,0.7137,high 1117,Ghana,2018,urban,Finance,Mid_Level,30.01,802372,0.1674,668055,0.4008,267727,25,0.5341,0.8073,288.19,0.0701,0.5331,0.3592,0.5812,moderate 1118,South Africa,2021,urban,Health,Junior,60.54,3059739,0.1371,2640345,0.5465,1443074,31,0.6242,0.8984,531.34,0.0694,0.7248,0.717,0.7088,high 1119,Ethiopia,2024,urban,Health,Mid_Level,126.0,1387608,0.3504,901400,0.2319,209009,11,0.6203,0.661,149.11,0.0634,0.2714,0.2239,0.3965,low 1120,Ghana,2023,remote,Education,Junior,33.3,912811,0.2475,686847,0.2184,150001,25,0.5404,0.6998,296.53,0.0484,0.537,0.4372,0.5076,moderate 1121,Tanzania,2023,urban,Health,Senior,65.05,1039398,0.1806,851642,0.3493,297463,15,0.5189,0.821,281.83,0.0519,0.4907,0.446,0.5465,moderate 1122,Senegal,2025,rural,ICT,Junior,18.49,421272,0.1829,344241,0.2875,98974,27,0.5721,0.7992,269.54,0.0504,0.5154,0.4762,0.5627,moderate 1123,Rwanda,2020,capital,ICT,Junior,12.73,374072,0.1042,335107,0.5198,174182,44,0.5949,0.9057,495.01,0.0855,0.7757,0.5246,0.7298,high 1124,Kenya,2024,rural,Administration,Junior,55.0,1822448,0.1916,1473218,0.3609,531649,45,0.663,0.8567,401.17,0.0862,0.7708,0.7276,0.6832,high 1125,DRC,2020,remote,Health,Mid_Level,92.57,564517,0.6,225806,0.1,22580,8,0.4645,0.6084,122.32,0.0647,0.3013,0.1884,0.2852,critical 1126,Tanzania,2018,rural,Infrastructure,Mid_Level,56.11,1000600,0.2392,761235,0.209,159077,13,0.5864,0.7158,219.78,0.0718,0.4829,0.4017,0.4708,low 1127,Rwanda,2021,capital,Health,Senior,13.04,388005,0.1044,347480,0.5733,199227,35,0.6736,0.7852,731.08,0.0911,0.61,0.7773,0.7112,high 1128,Kenya,2022,urban,Health,Mid_Level,52.76,1843796,0.1196,1623227,0.4387,712173,24,0.6853,0.8215,494.07,0.0891,0.7447,0.751,0.6626,high 1129,Senegal,2025,capital,Education,Mid_Level,18.49,351181,0.1565,296222,0.327,96853,27,0.6478,0.7598,239.34,0.0717,0.5355,0.4492,0.5726,moderate 1130,Senegal,2024,capital,Health,Junior,18.0,414439,0.1511,351800,0.3639,128005,28,0.5373,0.7915,247.13,0.0581,0.4288,0.4364,0.5784,moderate 1131,Kenya,2024,urban,Infrastructure,Mid_Level,55.0,1848565,0.1412,1587471,0.4313,684683,42,0.7118,0.7838,589.88,0.0748,0.7915,0.6769,0.6919,high 1132,South Africa,2018,rural,Health,Senior,59.11,3553927,0.2458,2680345,0.3636,974440,42,0.6537,0.7792,942.98,0.0745,0.6607,0.5697,0.6244,moderate 1133,South Africa,2025,remote,Education,Junior,62.5,3615729,0.2762,2617145,0.3079,805794,49,0.7502,0.7803,560.64,0.0956,0.6734,0.7492,0.6397,moderate 1134,Kenya,2021,remote,Security,Junior,51.68,1797276,0.1845,1465722,0.2324,340700,43,0.618,0.9266,379.98,0.0853,0.7978,0.6901,0.6573,high 1135,Tanzania,2025,remote,Security,Senior,69.01,1067772,0.3204,725652,0.1573,114165,21,0.6151,0.7672,472.1,0.0501,0.5681,0.3361,0.4672,low 1136,Botswana,2020,urban,Education,Mid_Level,2.45,119343,0.1426,102329,0.4772,48832,36,0.5575,0.8484,391.26,0.0742,0.7715,0.7667,0.7047,high 1137,Senegal,2024,capital,Agriculture,Junior,18.0,381238,0.1398,327922,0.435,142654,23,0.5507,0.7714,317.78,0.0494,0.5474,0.3547,0.5872,moderate 1138,Mozambique,2019,remote,Health,Mid_Level,28.88,253075,0.5027,125865,0.1119,14086,14,0.6098,0.6741,111.4,0.052,0.3122,0.1998,0.3396,critical 1139,Uganda,2018,remote,Education,Junior,40.56,363598,0.4639,194936,0.1605,31284,11,0.5284,0.7718,212.64,0.0648,0.46,0.3535,0.3988,low 1140,Senegal,2018,urban,Education,Senior,15.34,344557,0.1411,295932,0.3592,106297,18,0.5592,0.8082,424.33,0.0636,0.4672,0.3399,0.5515,moderate 1141,Kenya,2024,urban,Security,Executive,55.0,1837405,0.1512,1559515,0.4478,698323,29,0.5334,0.8697,1757.14,0.0863,0.7422,0.6384,0.6652,high 1142,Uganda,2022,rural,Finance,Senior,46.01,321241,0.4291,183398,0.172,31545,12,0.5822,0.6877,321.49,0.0517,0.5335,0.4126,0.4135,low 1143,Botswana,2018,urban,Education,Director,2.38,94415,0.1309,82052,0.5251,43087,47,0.7822,0.823,1436.57,0.0783,0.7338,0.6151,0.7244,high 1144,DRC,2019,capital,Health,Director,89.7,584772,0.2874,416734,0.1816,75668,9,0.5123,0.6422,339.31,0.0535,0.3024,0.1768,0.3903,low 1145,Senegal,2018,rural,Security,Executive,15.34,305201,0.2367,232960,0.2904,67652,23,0.6743,0.8242,1180.97,0.072,0.5189,0.3995,0.5364,moderate 1146,Kenya,2025,rural,Health,Junior,56.15,1824294,0.2056,1449257,0.2944,426649,30,0.6235,0.7779,638.37,0.0797,0.635,0.5904,0.5864,moderate 1147,Nigeria,2024,rural,Finance,Junior,230.0,5152944,0.3327,3438519,0.2557,879243,19,0.6591,0.7815,238.54,0.0711,0.5594,0.4384,0.4953,low 1148,Rwanda,2024,urban,Infrastructure,Junior,14.0,432019,0.1024,387788,0.4409,170958,63,0.6764,0.9061,434.44,0.0649,0.6035,0.6316,0.7515,high 1149,Nigeria,2021,urban,Security,Mid_Level,213.58,3725797,0.2113,2938437,0.2906,853893,14,0.5073,0.7801,279.4,0.0687,0.5385,0.4057,0.5162,moderate 1150,Tanzania,2020,capital,Security,Junior,59.53,991183,0.2094,783601,0.3032,237559,12,0.6219,0.7209,234.01,0.0499,0.4856,0.4756,0.5077,moderate 1151,Mozambique,2023,rural,Education,Junior,32.13,332046,0.3463,217063,0.129,27993,13,0.6132,0.7022,144.58,0.0607,0.326,0.2341,0.3895,low 1152,Ghana,2018,urban,Education,Executive,30.01,847048,0.2018,676149,0.3614,244376,31,0.5359,0.7032,1070.12,0.067,0.5575,0.3681,0.5655,moderate 1153,Senegal,2021,urban,Health,Senior,16.62,347808,0.1425,298240,0.3424,102120,24,0.6623,0.7073,301.34,0.0707,0.5076,0.3785,0.5547,moderate 1154,Botswana,2019,remote,Security,Junior,2.41,95288,0.1847,77684,0.2662,20679,34,0.5844,0.7849,463.32,0.0796,0.6906,0.7356,0.6157,moderate 1155,Ethiopia,2020,remote,Administration,Director,114.15,1238700,0.4716,654519,0.1245,81460,7,0.4624,0.5946,319.11,0.0673,0.2783,0.2347,0.3212,critical 1156,Botswana,2024,capital,Finance,Junior,2.6,131573,0.1229,115405,0.6082,70193,49,0.6511,0.9237,626.83,0.0877,0.6935,0.5323,0.755,high 1157,Botswana,2018,capital,Agriculture,Senior,2.38,121397,0.0975,109566,0.5372,58860,32,0.7201,0.8978,741.32,0.0824,0.7131,0.5861,0.7045,high 1158,Botswana,2019,capital,Education,Mid_Level,2.41,102357,0.1223,89843,0.5877,52804,45,0.7721,0.8198,540.58,0.064,0.7498,0.6507,0.7419,high 1159,Rwanda,2019,capital,Security,Mid_Level,12.43,391545,0.0936,354897,0.5251,186342,52,0.6525,0.8532,504.38,0.0904,0.686,0.6334,0.7478,high 1160,Kenya,2025,rural,Education,Director,56.15,1751960,0.2054,1392030,0.2896,403130,33,0.7238,0.7815,1504.84,0.0798,0.6183,0.7676,0.6094,moderate 1161,Kenya,2022,rural,Social_Services,Junior,52.76,1716351,0.1683,1427560,0.3233,461597,26,0.5839,0.9035,401.96,0.0864,0.6917,0.5384,0.6123,moderate 1162,South Africa,2019,capital,Agriculture,Junior,59.58,3463677,0.1706,2872618,0.472,1355789,49,0.7919,0.7724,635.1,0.0729,0.7346,0.5655,0.6937,high 1163,Botswana,2024,rural,ICT,Executive,2.6,102112,0.1786,83873,0.3579,30014,34,0.569,0.9242,2220.38,0.0656,0.8017,0.73,0.6716,high 1164,Tanzania,2020,urban,Security,Mid_Level,59.53,1059647,0.199,848797,0.2658,225603,18,0.5446,0.7178,215.44,0.0636,0.4894,0.3881,0.5071,moderate 1165,DRC,2019,remote,Education,Junior,89.7,488178,0.6,195271,0.1,19527,7,0.5874,0.6837,121.43,0.0592,0.3414,0.2365,0.3029,critical 1166,Mozambique,2023,rural,Administration,Director,32.13,281056,0.4604,151660,0.1528,23169,12,0.5337,0.6287,354.76,0.0637,0.2731,0.2088,0.3456,critical 1167,Nigeria,2019,urban,Agriculture,Mid_Level,203.29,3633049,0.1886,2947841,0.3061,902369,21,0.6596,0.7919,286.86,0.0559,0.4418,0.4627,0.5411,moderate 1168,Kenya,2022,capital,Infrastructure,Mid_Level,52.76,1746854,0.0964,1578380,0.4975,785262,25,0.5879,0.9052,649.65,0.0758,0.5992,0.6482,0.6733,high 1169,Ethiopia,2020,remote,Security,Junior,114.15,1477475,0.4917,751069,0.1208,90716,12,0.4987,0.6257,147.76,0.0591,0.2836,0.163,0.3258,critical 1170,Botswana,2021,urban,Finance,Junior,2.49,107496,0.1332,93179,0.59,54973,49,0.7265,0.9039,399.54,0.0736,0.6056,0.6109,0.7439,high 1171,Ghana,2025,urban,Social_Services,Junior,34.71,857360,0.1693,712204,0.3505,249650,23,0.6189,0.7485,301.65,0.0697,0.4973,0.4771,0.5625,moderate 1172,South Africa,2018,capital,Finance,Mid_Level,59.11,3175759,0.1561,2679918,0.6042,1619186,34,0.6965,0.8599,497.15,0.0736,0.6589,0.621,0.704,high 1173,Rwanda,2024,urban,Health,Senior,14.0,440585,0.1274,384451,0.4661,179183,54,0.7116,0.8807,721.25,0.0684,0.8022,0.7073,0.7527,high 1174,Mozambique,2022,rural,Security,Junior,31.29,296555,0.3264,199773,0.1278,25539,8,0.5728,0.6146,143.9,0.0697,0.2702,0.2167,0.3612,low 1175,South Africa,2021,remote,Infrastructure,Junior,60.54,3010647,0.331,2014084,0.2478,499131,47,0.6249,0.8744,485.32,0.0673,0.6214,0.5932,0.5993,moderate 1176,Ghana,2024,rural,Education,Mid_Level,34.0,747231,0.2607,552404,0.3046,168282,30,0.6917,0.7257,213.18,0.0695,0.4469,0.3295,0.5225,moderate 1177,Ethiopia,2020,rural,Security,Executive,114.15,1312074,0.3823,810412,0.1542,124928,11,0.4974,0.7082,483.61,0.0668,0.3295,0.1983,0.3795,low 1178,South Africa,2023,urban,Social_Services,Senior,61.51,3324668,0.1517,2820245,0.5648,1592953,50,0.7252,0.9323,751.26,0.076,0.6917,0.5319,0.7405,high 1179,Rwanda,2022,rural,Health,Junior,13.35,427121,0.1609,358392,0.385,137972,42,0.7364,0.7943,389.26,0.0873,0.6886,0.7264,0.6717,high 1180,Botswana,2020,capital,Infrastructure,Junior,2.45,102918,0.097,92930,0.5449,50637,52,0.6274,0.869,525.43,0.0812,0.6967,0.6926,0.7612,high 1181,Rwanda,2024,capital,Social_Services,Junior,14.0,417747,0.0964,377459,0.4583,172980,37,0.5654,0.7713,522.08,0.069,0.7648,0.7537,0.7005,high 1182,Kenya,2020,capital,Finance,Senior,50.61,1718205,0.1012,1544322,0.5498,849056,34,0.6059,0.9169,942.33,0.0799,0.6594,0.6455,0.7152,high 1183,Mozambique,2019,rural,Education,Mid_Level,28.88,311363,0.4561,169349,0.1588,26892,9,0.4896,0.6541,102.55,0.0483,0.3229,0.1886,0.3474,critical 1184,Rwanda,2018,urban,ICT,Mid_Level,12.14,326999,0.1086,291481,0.5177,150893,36,0.6706,0.8876,561.2,0.0688,0.7855,0.6038,0.7143,high 1185,Ghana,2018,capital,Finance,Junior,30.01,813279,0.1834,664113,0.3587,238207,29,0.7049,0.6796,283.75,0.072,0.5446,0.4009,0.5628,moderate 1186,DRC,2025,rural,Education,Junior,108.36,652606,0.4556,355269,0.1139,40451,6,0.5783,0.6767,107.86,0.0537,0.2665,0.169,0.3246,critical 1187,Mozambique,2023,capital,ICT,Junior,32.13,275613,0.2924,195027,0.2074,40452,10,0.4782,0.6709,109.83,0.0678,0.3118,0.2304,0.4086,low 1188,Ghana,2022,rural,Security,Mid_Level,32.62,861546,0.2557,641242,0.2386,152976,27,0.5646,0.7563,191.7,0.0486,0.4273,0.3453,0.5039,moderate 1189,Ghana,2018,capital,Infrastructure,Junior,30.01,858569,0.1798,704235,0.3755,264435,23,0.5797,0.7293,249.34,0.0641,0.5211,0.3771,0.5557,moderate 1190,Ethiopia,2023,urban,Social_Services,Director,122.93,1384285,0.3509,898579,0.2407,216275,9,0.4697,0.6872,283.35,0.053,0.3114,0.195,0.3987,low 1191,Kenya,2018,remote,Education,Mid_Level,48.55,1784607,0.1904,1444892,0.2572,371680,38,0.6508,0.8548,636.44,0.0931,0.6185,0.6159,0.6134,moderate 1192,Botswana,2022,remote,Social_Services,Junior,2.52,126725,0.1998,101409,0.2682,27201,47,0.6583,0.8708,472.91,0.0895,0.7954,0.5903,0.6538,high 1193,Uganda,2022,rural,Health,Senior,46.01,377228,0.3096,260452,0.2221,57844,14,0.5021,0.7043,439.24,0.0705,0.4817,0.3326,0.4502,low 1194,Botswana,2018,rural,Education,Junior,2.38,101770,0.1657,84908,0.4005,34008,46,0.6151,0.8485,488.18,0.0815,0.6182,0.5599,0.6688,high 1195,Mozambique,2022,urban,Security,Junior,31.29,286663,0.306,198939,0.1917,38136,9,0.5857,0.6411,149.89,0.0526,0.3339,0.2253,0.396,low 1196,Botswana,2018,urban,Security,Mid_Level,2.38,103478,0.1484,88125,0.5598,49333,57,0.8036,0.9039,567.69,0.0847,0.7812,0.6795,0.777,high 1197,Senegal,2018,rural,Health,Director,15.34,352349,0.2208,274547,0.2328,63912,22,0.5602,0.7763,664.15,0.06,0.4629,0.4041,0.5111,moderate 1198,Botswana,2021,rural,Administration,Senior,2.49,105834,0.137,91339,0.433,39549,58,0.6501,0.8816,716.32,0.0688,0.8046,0.7626,0.758,high 1199,Tanzania,2025,capital,Infrastructure,Senior,69.01,1307453,0.1714,1083360,0.3377,365832,13,0.5705,0.804,263.13,0.0518,0.5027,0.4098,0.5359,moderate 1200,Uganda,2020,capital,Justice,Junior,43.2,360584,0.2457,271996,0.2938,79905,15,0.5928,0.7608,258.63,0.0585,0.4895,0.3986,0.5025,moderate 1201,Botswana,2021,urban,Education,Mid_Level,2.49,99568,0.1466,84971,0.5478,46545,32,0.658,0.8265,628.93,0.094,0.7726,0.6676,0.6983,high 1202,Tanzania,2025,rural,Administration,Junior,69.01,1392799,0.2811,1001333,0.2108,211060,23,0.6252,0.8113,175.84,0.0613,0.5319,0.3222,0.497,low 1203,Kenya,2024,rural,Education,Mid_Level,55.0,1711845,0.2033,1363774,0.3552,484354,34,0.6374,0.8333,453.6,0.0919,0.659,0.6247,0.6263,moderate 1204,DRC,2020,rural,Social_Services,Junior,92.57,514554,0.404,306680,0.1078,33049,7,0.5717,0.6554,87.84,0.063,0.3266,0.1915,0.3436,critical 1205,South Africa,2019,rural,Health,Senior,59.58,3445880,0.2634,2538289,0.3157,801246,30,0.6893,0.8458,701.55,0.0823,0.6073,0.6874,0.5944,moderate 1206,Senegal,2025,rural,Finance,Director,18.49,429692,0.1777,353326,0.2691,95065,16,0.5314,0.7674,518.36,0.0489,0.5177,0.3657,0.5163,moderate 1207,Uganda,2022,urban,Security,Senior,46.01,322415,0.3009,225393,0.2466,55588,13,0.5284,0.7059,279.43,0.0664,0.544,0.4795,0.4772,low 1208,Kenya,2025,urban,Health,Junior,56.15,1984008,0.1545,1677537,0.4094,686722,28,0.6008,0.9169,485.5,0.0871,0.6921,0.617,0.6522,high 1209,Uganda,2021,rural,Justice,Junior,44.58,331789,0.308,229586,0.1701,39048,11,0.4893,0.7785,297.69,0.0657,0.5335,0.4791,0.461,low 1210,Ethiopia,2025,urban,Health,Junior,129.15,1733733,0.2649,1274474,0.2094,266937,10,0.5584,0.6624,140.62,0.0617,0.3316,0.1668,0.4103,low 1211,Uganda,2024,rural,Education,Executive,49.0,443712,0.4098,261885,0.2247,58844,13,0.5069,0.7024,1224.26,0.0678,0.5721,0.4557,0.4444,low 1212,Uganda,2023,capital,Health,Mid_Level,47.48,410361,0.2086,324745,0.3374,109567,16,0.5322,0.8079,264.79,0.0656,0.4828,0.383,0.5299,moderate 1213,Rwanda,2018,urban,Justice,Director,12.14,407157,0.0902,370448,0.5286,195818,39,0.5657,0.8923,1554.41,0.0944,0.7682,0.5733,0.7251,high 1214,Nigeria,2019,capital,Agriculture,Mid_Level,203.29,3589165,0.1972,2881431,0.3673,1058265,22,0.5729,0.7228,274.85,0.0644,0.4656,0.3232,0.5348,moderate 1215,Nigeria,2025,rural,Education,Mid_Level,235.75,4849303,0.2551,3612155,0.2178,786724,25,0.6014,0.7037,294.64,0.0593,0.5208,0.3676,0.4976,low 1216,Ghana,2018,capital,ICT,Mid_Level,30.01,824880,0.1294,718159,0.4534,325647,24,0.6256,0.7287,268.13,0.0489,0.4318,0.4478,0.5883,moderate 1217,Senegal,2018,capital,Administration,Junior,15.34,345840,0.1635,289287,0.4123,119281,16,0.5743,0.7563,227.51,0.0661,0.5696,0.3435,0.557,moderate 1218,Senegal,2019,rural,Finance,Senior,15.76,309289,0.1762,254778,0.2712,69096,28,0.5376,0.8047,349.19,0.0484,0.5015,0.3646,0.551,moderate 1219,DRC,2023,urban,Infrastructure,Junior,101.74,670553,0.4213,388074,0.1602,62175,7,0.6045,0.6035,142.22,0.0616,0.3343,0.1834,0.3445,critical 1220,Tanzania,2020,urban,Health,Junior,59.53,1230502,0.1781,1011329,0.2636,266627,15,0.5446,0.7572,185.28,0.067,0.5488,0.3541,0.5127,moderate 1221,South Africa,2024,urban,Finance,Director,62.0,3672339,0.1625,3075739,0.4932,1517060,34,0.6389,0.8809,944.5,0.0934,0.746,0.5452,0.6789,high 1222,Kenya,2024,rural,Education,Mid_Level,55.0,2132975,0.2137,1677147,0.299,501439,38,0.7225,0.933,371.22,0.0801,0.7785,0.5208,0.6362,moderate 1223,Mozambique,2021,rural,Infrastructure,Mid_Level,30.47,264941,0.4278,151588,0.1346,20408,14,0.5426,0.5906,153.4,0.0667,0.2863,0.1816,0.3471,critical 1224,Nigeria,2022,remote,Education,Director,218.92,4155559,0.4056,2470003,0.1736,428826,15,0.6333,0.6996,791.76,0.0505,0.465,0.4673,0.4277,low 1225,Ghana,2023,capital,Agriculture,Junior,33.3,926035,0.1312,804549,0.4238,340929,18,0.6055,0.8154,299.66,0.0569,0.4605,0.3394,0.5704,moderate 1226,DRC,2024,capital,Security,Junior,105.0,723702,0.3211,491300,0.1826,89728,10,0.6161,0.6609,141.33,0.0632,0.2935,0.1646,0.3853,low 1227,DRC,2023,rural,Health,Junior,101.74,652976,0.4127,383463,0.1269,48651,9,0.5124,0.6186,110.86,0.0566,0.3096,0.2195,0.3467,critical 1228,Botswana,2024,capital,Security,Junior,2.6,128886,0.093,116900,0.5848,68368,46,0.6484,0.93,382.08,0.0684,0.7303,0.6537,0.7659,high 1229,Botswana,2020,urban,Health,Senior,2.45,112534,0.1131,99801,0.5111,51010,55,0.8036,0.7767,819.35,0.0689,0.6393,0.7447,0.7419,high 1230,Ghana,2025,capital,Administration,Mid_Level,34.71,939632,0.1787,771742,0.4209,324834,31,0.5679,0.7507,222.78,0.0677,0.4374,0.3894,0.5833,moderate 1231,DRC,2024,urban,Education,Junior,105.0,670368,0.3293,449618,0.1602,72021,8,0.6023,0.6883,97.34,0.0692,0.331,0.2196,0.386,low 1232,DRC,2022,capital,Security,Mid_Level,98.59,557778,0.2573,414277,0.1655,68553,8,0.4701,0.6702,143.02,0.0556,0.2624,0.1712,0.3909,low 1233,Nigeria,2020,rural,Security,Senior,208.37,4785511,0.2643,3520662,0.254,894343,19,0.5749,0.7238,339.57,0.0642,0.5181,0.371,0.4924,low 1234,Ghana,2018,rural,Security,Mid_Level,30.01,638620,0.2191,498696,0.3034,151304,28,0.5221,0.7455,240.6,0.0637,0.4437,0.4194,0.5392,moderate 1235,Ethiopia,2025,urban,Education,Junior,129.15,1344015,0.3694,847565,0.2514,213063,7,0.5915,0.6076,124.42,0.0643,0.2873,0.2023,0.3781,low 1236,Botswana,2023,capital,ICT,Junior,2.56,98337,0.1319,85365,0.5638,48124,42,0.623,0.7694,429.37,0.0766,0.7043,0.639,0.7127,high 1237,Kenya,2025,remote,Education,Director,56.15,2180600,0.2635,1606039,0.2549,409308,28,0.556,0.9195,1255.28,0.0925,0.7463,0.5753,0.5879,moderate 1238,Botswana,2021,remote,Health,Mid_Level,2.49,127960,0.1767,105343,0.2683,28263,46,0.7545,0.8511,367.88,0.0681,0.6739,0.6039,0.6433,moderate 1239,Rwanda,2019,rural,Health,Senior,12.43,420225,0.1515,356563,0.3486,124310,39,0.6694,0.8288,628.07,0.0827,0.5952,0.5919,0.6398,moderate 1240,Kenya,2023,urban,Health,Junior,53.87,1755561,0.1376,1513909,0.4446,673023,27,0.6287,0.9348,525.46,0.0809,0.7258,0.7487,0.6819,high 1241,Rwanda,2025,capital,Education,Junior,14.34,465220,0.0785,428677,0.5649,242150,35,0.6597,0.8118,491.17,0.0781,0.7523,0.6491,0.721,high 1242,DRC,2021,rural,Administration,Senior,95.53,613899,0.4776,320674,0.1344,43101,7,0.5962,0.6894,142.23,0.0491,0.3217,0.2149,0.3388,critical 1243,Kenya,2022,remote,Infrastructure,Junior,52.76,1882617,0.1826,1538931,0.2457,378126,43,0.5721,0.9087,590.58,0.0674,0.7728,0.7185,0.6587,high 1244,South Africa,2021,capital,Education,Mid_Level,60.54,2964195,0.1414,2545112,0.6098,1551998,45,0.7282,0.9275,351.74,0.0718,0.7332,0.634,0.7554,high 1245,South Africa,2018,rural,Health,Mid_Level,59.11,3191298,0.2404,2424111,0.3401,824410,28,0.6834,0.923,494.6,0.0647,0.717,0.6021,0.6153,moderate 1246,Uganda,2019,capital,Health,Junior,41.86,312839,0.2723,227653,0.2996,68199,14,0.4969,0.8064,183.22,0.0537,0.5182,0.4324,0.5078,moderate 1247,DRC,2024,urban,Education,Junior,105.0,642869,0.3382,425448,0.1565,66578,5,0.5899,0.5929,103.5,0.0701,0.3212,0.2063,0.3587,low 1248,Mozambique,2023,capital,Social_Services,Junior,32.13,365302,0.2285,281833,0.2241,63165,12,0.4893,0.6322,140.25,0.0531,0.3417,0.1836,0.4263,low 1249,Kenya,2023,urban,Finance,Mid_Level,53.87,2023178,0.1414,1737047,0.4479,778056,37,0.6289,0.777,397.91,0.0834,0.7897,0.5267,0.6673,high 1250,Ghana,2022,urban,Agriculture,Mid_Level,32.62,872989,0.1962,701715,0.4172,292766,18,0.5736,0.7143,313.19,0.0668,0.4411,0.3589,0.5374,moderate 1251,Mozambique,2021,remote,Health,Mid_Level,30.47,290145,0.5081,142723,0.1128,16101,10,0.5863,0.5969,142.91,0.0531,0.3081,0.1878,0.3153,critical 1252,Kenya,2022,capital,Agriculture,Junior,52.76,1777076,0.1357,1535985,0.4747,729090,34,0.6592,0.8388,610.12,0.0769,0.7929,0.748,0.6997,high 1253,Ghana,2021,urban,Security,Senior,31.94,723359,0.1614,606641,0.3441,208770,28,0.6514,0.7034,383.3,0.0663,0.5671,0.3486,0.5628,moderate 1254,DRC,2020,urban,Security,Junior,92.57,504337,0.4004,302409,0.1671,50526,6,0.5065,0.6025,110.11,0.0576,0.2651,0.1648,0.34,critical 1255,Senegal,2025,remote,Health,Mid_Level,18.49,357117,0.3035,248733,0.2139,53194,23,0.6121,0.7307,212.42,0.06,0.4451,0.4276,0.482,low 1256,Botswana,2021,capital,Agriculture,Senior,2.49,114869,0.1133,101851,0.6361,64785,31,0.6459,0.8346,612.1,0.0953,0.6798,0.6072,0.7121,high 1257,Uganda,2019,remote,Social_Services,Junior,41.86,341484,0.3865,209489,0.1597,33457,14,0.491,0.7586,311.6,0.0562,0.4326,0.4712,0.4325,low 1258,Kenya,2019,urban,Infrastructure,Junior,49.57,1567105,0.1141,1388283,0.3832,532037,35,0.7057,0.7865,560.19,0.0772,0.6024,0.6594,0.6489,moderate 1259,Tanzania,2020,rural,Education,Mid_Level,59.53,1206045,0.237,920183,0.2536,233319,14,0.4844,0.7039,297.24,0.0643,0.5706,0.4336,0.4951,low 1260,Ethiopia,2021,remote,ICT,Senior,117.0,1427899,0.5934,580568,0.1084,62960,12,0.6301,0.6715,147.16,0.0515,0.3413,0.2297,0.3166,critical 1261,Senegal,2023,remote,Infrastructure,Senior,17.53,346585,0.2357,264879,0.1927,51045,19,0.5643,0.7947,274.52,0.0653,0.4382,0.4556,0.4953,low 1262,Kenya,2019,rural,Agriculture,Junior,49.57,1614012,0.1481,1374916,0.3059,420620,28,0.5452,0.8905,413.75,0.0711,0.6665,0.6403,0.6237,moderate 1263,Ghana,2022,rural,Agriculture,Mid_Level,32.62,789449,0.2175,617731,0.2976,183858,22,0.6497,0.7629,270.09,0.0602,0.5643,0.3875,0.5346,moderate 1264,Mozambique,2021,remote,Agriculture,Junior,30.47,282912,0.431,160963,0.1178,18956,10,0.4599,0.5875,154.44,0.0614,0.299,0.2334,0.3381,critical 1265,South Africa,2020,rural,Security,Mid_Level,60.06,3445157,0.2705,2513314,0.3277,823526,28,0.671,0.8336,513.32,0.0711,0.7718,0.7075,0.6073,moderate 1266,Nigeria,2025,urban,ICT,Mid_Level,235.75,4886751,0.2407,3710649,0.329,1220756,20,0.5319,0.7294,280.3,0.0489,0.5301,0.3686,0.5213,moderate 1267,Kenya,2020,rural,Education,Director,50.61,2032208,0.177,1672541,0.3105,519384,26,0.6544,0.7927,1574.79,0.0957,0.6207,0.6976,0.5991,moderate 1268,Botswana,2021,urban,Health,Mid_Level,2.49,100698,0.1454,86054,0.5207,44809,48,0.7796,0.8904,512.25,0.0769,0.692,0.6088,0.7275,high 1269,Uganda,2025,urban,Finance,Senior,50.57,388080,0.3118,267094,0.2538,67789,10,0.5609,0.7512,472.44,0.0582,0.4453,0.3728,0.455,low 1270,Nigeria,2021,rural,Education,Mid_Level,213.58,4794454,0.2908,3399998,0.2509,853103,16,0.615,0.7155,261.97,0.0552,0.4351,0.3711,0.468,low 1271,Rwanda,2019,rural,Education,Executive,12.43,372178,0.1279,324564,0.325,105498,40,0.7261,0.7854,2448.23,0.0655,0.6579,0.5564,0.6385,moderate 1272,DRC,2023,rural,Administration,Junior,101.74,526358,0.5302,247262,0.1229,30379,9,0.5241,0.681,96.32,0.072,0.2706,0.2264,0.3225,critical 1273,Kenya,2019,rural,Social_Services,Senior,49.57,1722371,0.1749,1421172,0.352,500315,36,0.6674,0.8051,725.77,0.0758,0.7347,0.5711,0.6356,moderate 1274,Rwanda,2021,rural,Infrastructure,Senior,13.04,359768,0.1405,309206,0.336,103906,47,0.7261,0.7903,758.73,0.0684,0.7271,0.7359,0.6812,high 1275,Rwanda,2018,urban,Infrastructure,Mid_Level,12.14,317814,0.1039,284780,0.5016,142836,50,0.7525,0.8269,626.03,0.0665,0.6141,0.6574,0.7256,high 1276,DRC,2021,rural,Education,Junior,95.53,616030,0.44,344965,0.1282,44218,8,0.4655,0.6774,147.33,0.0676,0.2558,0.2032,0.3396,critical 1277,DRC,2025,rural,Education,Junior,108.36,686233,0.5321,321101,0.1349,43301,9,0.5102,0.6635,91.31,0.0503,0.2614,0.2342,0.3223,critical 1278,Uganda,2019,urban,Finance,Junior,41.86,338669,0.2163,265414,0.2651,70364,14,0.6066,0.7801,302.46,0.057,0.4461,0.3842,0.4973,low 1279,DRC,2025,urban,Health,Director,108.36,737916,0.3095,509538,0.1783,90869,7,0.5268,0.6498,384.31,0.0524,0.3246,0.1605,0.3807,low 1280,Kenya,2023,rural,Justice,Director,53.87,2028981,0.1967,1629851,0.2964,483028,45,0.6736,0.836,1251.41,0.0766,0.7197,0.6109,0.6459,moderate 1281,South Africa,2019,remote,Administration,Mid_Level,59.58,3595447,0.2754,2605290,0.2609,679662,50,0.7279,0.8946,473.82,0.077,0.6125,0.7714,0.644,moderate 1282,Uganda,2019,urban,Health,Mid_Level,41.86,323915,0.2989,227094,0.2773,62982,11,0.4642,0.7069,283.65,0.0679,0.4762,0.4057,0.4663,low 1283,Kenya,2019,rural,ICT,Senior,49.57,1521024,0.1755,1254126,0.3671,460375,29,0.6475,0.9246,872.94,0.0835,0.7014,0.7615,0.6554,high 1284,Tanzania,2021,remote,Finance,Senior,61.31,1241302,0.3367,823374,0.1584,130437,13,0.6032,0.7683,321.69,0.0691,0.563,0.4619,0.4557,low 1285,Tanzania,2022,remote,Administration,Junior,63.15,1300842,0.3364,863183,0.1892,163288,20,0.6057,0.724,179.05,0.0546,0.5279,0.4581,0.4704,low 1286,Mozambique,2018,urban,Security,Junior,28.12,251017,0.2398,190813,0.2062,39343,12,0.607,0.6259,93.84,0.0672,0.3439,0.1888,0.4188,low 1287,DRC,2024,rural,Administration,Junior,105.0,554645,0.4067,329057,0.1295,42604,9,0.5291,0.5927,88.8,0.0624,0.3377,0.192,0.3451,critical 1288,Tanzania,2023,urban,Administration,Senior,65.05,1065266,0.2121,839364,0.3401,285475,22,0.6039,0.7014,388.1,0.064,0.4659,0.4757,0.5364,moderate 1289,Uganda,2019,remote,Finance,Junior,41.86,339227,0.4731,178741,0.1666,29782,15,0.4918,0.814,259.8,0.0545,0.5598,0.3393,0.4229,low 1290,Uganda,2018,urban,Security,Mid_Level,40.56,366256,0.2444,276748,0.3154,87298,10,0.4782,0.7029,186.94,0.0585,0.5548,0.4513,0.4988,low 1291,Nigeria,2023,capital,Social_Services,Junior,224.39,4799668,0.2182,3752603,0.3252,1220242,20,0.6542,0.7145,282.25,0.071,0.4791,0.382,0.52,moderate 1292,Uganda,2021,rural,Finance,Mid_Level,44.58,326942,0.4303,186251,0.2235,41634,15,0.6374,0.778,318.87,0.0519,0.4588,0.4616,0.4446,low 1293,Uganda,2021,urban,Justice,Mid_Level,44.58,339970,0.259,251928,0.2674,67376,11,0.4999,0.7556,292.27,0.0581,0.4825,0.4241,0.4836,low 1294,Rwanda,2019,urban,Education,Mid_Level,12.43,329654,0.1057,294794,0.4753,140124,60,0.7899,0.9253,553.96,0.0752,0.6437,0.5347,0.749,high 1295,Rwanda,2020,capital,Education,Mid_Level,12.73,403994,0.089,368031,0.5053,185963,41,0.6646,0.8517,440.39,0.0723,0.8007,0.6597,0.7304,high 1296,Uganda,2022,capital,Education,Junior,46.01,419520,0.2088,331914,0.2823,93698,19,0.5727,0.7228,270.15,0.0599,0.5686,0.3333,0.5145,moderate 1297,Rwanda,2024,capital,Social_Services,Senior,14.0,464002,0.1101,412924,0.537,221732,39,0.5678,0.8229,747.78,0.0737,0.7509,0.7078,0.7235,high 1298,Uganda,2025,urban,Justice,Mid_Level,50.57,463860,0.2996,324910,0.2571,83548,10,0.6158,0.7824,296.89,0.067,0.5354,0.4402,0.4793,low 1299,Ethiopia,2025,remote,Education,Junior,129.15,1335314,0.5138,649237,0.1321,85737,12,0.5323,0.6242,120.48,0.068,0.3123,0.1712,0.3265,critical 1300,Rwanda,2020,urban,Infrastructure,Senior,12.73,431513,0.0907,392357,0.4238,166282,46,0.6422,0.8344,543.32,0.0661,0.7711,0.5467,0.7052,high 1301,Uganda,2024,urban,Education,Junior,49.0,334759,0.2544,249605,0.3027,75547,18,0.4968,0.6796,198.82,0.0664,0.4557,0.3569,0.4903,low 1302,Uganda,2025,remote,Security,Junior,50.57,390119,0.4025,233091,0.1577,36766,17,0.507,0.8097,244.42,0.0671,0.4327,0.3777,0.4338,low 1303,Botswana,2018,rural,Health,Junior,2.38,116045,0.1847,94607,0.4002,37858,50,0.7318,0.874,454.9,0.0649,0.6878,0.5318,0.6819,high 1304,Nigeria,2021,urban,Health,Senior,213.58,4533244,0.2304,3488972,0.3722,1298473,17,0.5275,0.7025,385.0,0.0529,0.5553,0.3687,0.5257,moderate 1305,Rwanda,2021,urban,Education,Mid_Level,13.04,413694,0.1193,364353,0.4767,173679,48,0.6814,0.8868,463.11,0.078,0.6294,0.6967,0.725,high 1306,Nigeria,2018,remote,Health,Junior,198.33,3654532,0.3436,2398839,0.1704,408792,22,0.531,0.7146,190.18,0.056,0.5662,0.3808,0.4636,low 1307,DRC,2024,rural,Finance,Senior,105.0,540568,0.5501,243224,0.1195,29057,7,0.5924,0.6292,231.59,0.0705,0.2791,0.1872,0.3009,critical 1308,South Africa,2024,capital,Security,Junior,62.0,2995785,0.152,2540333,0.5798,1472968,45,0.7022,0.8113,474.61,0.0719,0.6532,0.604,0.7169,high 1309,Nigeria,2022,capital,Health,Mid_Level,218.92,3750237,0.2377,2858945,0.3438,982993,14,0.6201,0.765,297.61,0.0584,0.4781,0.4248,0.5166,moderate 1310,DRC,2021,rural,Education,Junior,95.53,501348,0.534,233616,0.1146,26762,10,0.5011,0.6468,106.0,0.0647,0.3278,0.199,0.3198,critical 1311,South Africa,2020,rural,Education,Mid_Level,60.06,3406000,0.207,2701103,0.3768,1017817,45,0.602,0.8201,471.89,0.0888,0.7142,0.6369,0.6631,high 1312,Mozambique,2020,capital,Health,Junior,29.66,262530,0.217,205549,0.2227,45767,12,0.4732,0.6622,94.5,0.0571,0.3441,0.2018,0.4353,low 1313,Ghana,2018,urban,Security,Junior,30.01,854900,0.1746,705616,0.3297,232631,25,0.6317,0.7434,314.23,0.0696,0.4458,0.3328,0.5406,moderate 1314,Nigeria,2020,rural,Agriculture,Junior,208.37,4731344,0.2769,3421330,0.2619,896054,23,0.5207,0.7099,207.28,0.0701,0.4777,0.4538,0.5034,moderate 1315,Ghana,2021,urban,Administration,Junior,31.94,857286,0.1746,707642,0.339,239901,18,0.5219,0.7833,231.05,0.0589,0.4403,0.4197,0.5396,moderate 1316,Senegal,2024,rural,ICT,Junior,18.0,338461,0.216,265353,0.2381,63169,24,0.6484,0.6904,312.6,0.0487,0.5283,0.3815,0.51,moderate 1317,Kenya,2023,capital,Administration,Director,53.87,1896379,0.1205,1667941,0.4994,832990,36,0.6524,0.8652,1518.97,0.0836,0.6361,0.7576,0.7039,high 1318,South Africa,2019,capital,ICT,Junior,59.58,2778826,0.1558,2345968,0.593,1391171,29,0.6142,0.7766,478.61,0.075,0.6238,0.7621,0.6869,high 1319,Tanzania,2023,rural,Administration,Director,65.05,1258027,0.2436,951554,0.2461,234181,18,0.5328,0.7329,550.46,0.0592,0.5422,0.3976,0.4995,low 1320,Mozambique,2020,capital,Social_Services,Junior,29.66,291473,0.283,208984,0.2387,49876,12,0.5698,0.6161,151.32,0.0616,0.3198,0.1691,0.4102,low 1321,Rwanda,2023,urban,Finance,Mid_Level,13.67,446618,0.1015,401289,0.5137,206154,41,0.6765,0.7907,436.77,0.0927,0.5974,0.7581,0.7097,high 1322,Ethiopia,2020,rural,Health,Mid_Level,114.15,1538061,0.4293,877811,0.1534,134640,11,0.5787,0.6003,131.93,0.064,0.3227,0.1853,0.3494,critical 1323,DRC,2021,remote,Agriculture,Mid_Level,95.53,656911,0.5351,305401,0.1,30540,9,0.5703,0.7107,131.11,0.0555,0.2908,0.1672,0.3161,critical 1324,Kenya,2025,capital,Infrastructure,Junior,56.15,1749753,0.1101,1557168,0.4992,777391,25,0.6839,0.9195,375.38,0.0918,0.664,0.5376,0.6679,high 1325,Nigeria,2020,rural,Security,Junior,208.37,4441390,0.3249,2998211,0.2575,771997,20,0.6355,0.7712,193.81,0.0674,0.4736,0.4328,0.4895,low 1326,Kenya,2023,urban,Health,Mid_Level,53.87,2082821,0.1533,1763598,0.4567,805432,29,0.582,0.8933,473.26,0.0874,0.66,0.5216,0.6505,high 1327,Kenya,2022,urban,Security,Junior,52.76,2018956,0.1343,1747763,0.4746,829549,37,0.6317,0.8805,522.49,0.0803,0.7312,0.5423,0.687,high 1328,Ethiopia,2025,urban,Education,Senior,129.15,1424834,0.3775,887006,0.2148,190486,8,0.4621,0.5904,136.28,0.0481,0.2844,0.1848,0.3648,low 1329,Botswana,2021,capital,Health,Junior,2.49,101219,0.1038,90714,0.5152,46733,41,0.7481,0.8095,400.52,0.0853,0.6981,0.5323,0.6998,high 1330,Mozambique,2024,rural,ICT,Director,33.0,338340,0.4126,198750,0.1401,27843,14,0.5648,0.6273,211.71,0.0621,0.3023,0.225,0.3637,low 1331,Nigeria,2019,rural,Health,Mid_Level,203.29,3939918,0.2798,2837598,0.2352,667395,16,0.5104,0.7958,209.16,0.0657,0.5317,0.3253,0.4839,low 1332,Kenya,2025,rural,Social_Services,Senior,56.15,2014100,0.2155,1580014,0.2892,456937,26,0.641,0.815,798.7,0.0765,0.665,0.7522,0.5974,moderate 1333,Tanzania,2019,capital,Security,Senior,57.79,1143987,0.1571,964297,0.3745,361145,19,0.6319,0.6853,342.8,0.0606,0.5115,0.3359,0.5394,moderate 1334,Ghana,2022,rural,Education,Mid_Level,32.62,764651,0.2756,553937,0.2883,159718,25,0.68,0.7747,216.97,0.0634,0.5692,0.3238,0.5212,moderate 1335,South Africa,2023,capital,Social_Services,Mid_Level,61.51,3687285,0.1623,3088800,0.4618,1426375,40,0.7399,0.8045,374.87,0.087,0.7005,0.5324,0.6688,high 1336,Botswana,2020,urban,Security,Mid_Level,2.45,109811,0.1415,94277,0.4929,46469,49,0.6683,0.8361,516.77,0.0863,0.7935,0.5899,0.7241,high 1337,Uganda,2018,urban,Infrastructure,Junior,40.56,362509,0.3023,252931,0.2745,69423,14,0.4794,0.7555,264.36,0.0694,0.5002,0.3452,0.4759,low 1338,Nigeria,2019,capital,Administration,Senior,203.29,4461853,0.2272,3447965,0.3163,1090689,22,0.624,0.7087,372.9,0.0639,0.5596,0.3377,0.5233,moderate 1339,Nigeria,2025,remote,Administration,Junior,235.75,4320352,0.4037,2576282,0.1704,438931,14,0.5999,0.6793,241.9,0.0707,0.491,0.4659,0.4243,low 1340,Nigeria,2021,urban,Health,Junior,213.58,4062660,0.2562,3021848,0.3716,1122832,14,0.489,0.7715,247.71,0.0551,0.464,0.3559,0.5116,moderate 1341,Kenya,2022,capital,Security,Junior,52.76,1806092,0.1213,1587015,0.4384,695804,43,0.7087,0.913,492.64,0.0778,0.6448,0.6617,0.7044,high 1342,Rwanda,2022,urban,Health,Junior,13.35,342174,0.1002,307892,0.4732,145692,63,0.6793,0.7744,438.89,0.069,0.7411,0.5215,0.7432,high 1343,South Africa,2025,rural,Infrastructure,Director,62.5,3439538,0.273,2500436,0.3361,840289,51,0.6365,0.8251,1576.49,0.0759,0.6391,0.5355,0.6345,moderate 1344,Nigeria,2019,urban,Finance,Mid_Level,203.29,4448218,0.1812,3642168,0.3638,1324913,20,0.6246,0.7885,310.48,0.0502,0.5107,0.4654,0.5615,moderate 1345,Mozambique,2023,capital,Agriculture,Senior,32.13,299621,0.2696,218852,0.2381,52099,12,0.4977,0.6565,189.5,0.0577,0.3162,0.1947,0.4217,low 1346,DRC,2025,rural,Social_Services,Mid_Level,108.36,590933,0.5231,281822,0.1045,29445,8,0.4607,0.6537,133.39,0.0581,0.2925,0.1698,0.3096,critical 1347,South Africa,2020,urban,Social_Services,Senior,60.06,3616030,0.1437,3096558,0.4647,1439086,39,0.6839,0.8845,878.71,0.0799,0.7119,0.7697,0.7086,high 1348,DRC,2019,remote,Security,Junior,89.7,607059,0.6,242823,0.1,24282,6,0.4674,0.6738,91.72,0.0507,0.291,0.1604,0.2862,critical 1349,Senegal,2023,urban,Health,Mid_Level,17.53,334007,0.1342,289189,0.3505,101350,21,0.5558,0.7683,233.1,0.0621,0.4775,0.4344,0.563,moderate 1350,Rwanda,2022,capital,Security,Senior,13.35,348377,0.1002,313461,0.5479,171749,38,0.7306,0.8355,857.03,0.0928,0.8028,0.6718,0.7297,high 1351,Tanzania,2023,urban,Education,Senior,65.05,1135130,0.2235,881386,0.2665,234867,14,0.501,0.7541,280.62,0.0563,0.5729,0.4471,0.5108,moderate 1352,Kenya,2024,capital,Education,Mid_Level,55.0,1648738,0.1168,1456114,0.5417,788801,26,0.6776,0.7981,406.73,0.0703,0.7906,0.677,0.6877,high 1353,Nigeria,2024,urban,Administration,Mid_Level,230.0,4737772,0.2477,3564183,0.3571,1272736,22,0.5208,0.805,214.13,0.0719,0.4828,0.3392,0.5353,moderate 1354,Ghana,2020,rural,Education,Senior,31.29,824953,0.2125,649657,0.2833,184024,29,0.6883,0.7342,470.5,0.0489,0.5265,0.4451,0.5475,moderate 1355,South Africa,2021,capital,Security,Junior,60.54,2873246,0.1312,2496413,0.5836,1456918,32,0.625,0.93,577.65,0.0815,0.7059,0.5635,0.7096,high 1356,Mozambique,2021,capital,Health,Junior,30.47,314394,0.2246,243774,0.1933,47116,14,0.493,0.6767,114.02,0.0619,0.2571,0.16,0.4204,low 1357,Ghana,2024,urban,Health,Junior,34.0,851620,0.1538,720678,0.3904,281318,25,0.6185,0.7965,236.92,0.0693,0.4962,0.3931,0.5801,moderate 1358,Kenya,2023,urban,Health,Executive,53.87,2135803,0.1232,1872694,0.4477,838466,40,0.7433,0.8646,1422.73,0.0858,0.6145,0.6945,0.6917,high 1359,Uganda,2022,rural,Education,Mid_Level,46.01,381091,0.3312,254857,0.1809,46102,12,0.6069,0.7447,274.16,0.0604,0.5501,0.4014,0.4493,low 1360,Mozambique,2018,capital,Health,Senior,28.12,295025,0.2825,211667,0.2299,48669,14,0.6372,0.67,153.24,0.0504,0.3081,0.2217,0.4253,low 1361,Mozambique,2022,urban,Security,Junior,31.29,292845,0.3273,196998,0.2025,39901,10,0.5122,0.6593,114.45,0.0519,0.3099,0.2151,0.3952,low 1362,Uganda,2018,urban,Agriculture,Junior,40.56,308795,0.2503,231501,0.2705,62618,17,0.5627,0.824,231.42,0.0648,0.5073,0.442,0.5161,moderate 1363,DRC,2025,rural,Infrastructure,Director,108.36,734744,0.5754,311955,0.1076,33576,5,0.5102,0.6803,223.11,0.057,0.3073,0.177,0.296,critical 1364,Nigeria,2023,capital,Social_Services,Junior,224.39,4620619,0.2035,3680173,0.338,1243958,19,0.6358,0.7573,183.34,0.0651,0.4524,0.3978,0.5297,moderate 1365,Rwanda,2021,urban,Health,Junior,13.04,338435,0.1043,303127,0.4788,145142,54,0.6225,0.7852,548.45,0.081,0.77,0.5733,0.7307,high 1366,Uganda,2018,urban,Security,Mid_Level,40.56,285418,0.2237,221570,0.2897,64179,13,0.5801,0.7192,222.22,0.053,0.5726,0.3226,0.4964,low 1367,DRC,2019,remote,Health,Junior,89.7,499897,0.6,199958,0.1,19995,9,0.5758,0.654,101.93,0.067,0.3329,0.2269,0.3016,critical 1368,Ethiopia,2018,rural,Security,Director,108.65,1211280,0.4681,644272,0.1691,108931,12,0.5798,0.6958,274.72,0.0518,0.2877,0.2252,0.3609,low 1369,Ethiopia,2019,rural,ICT,Senior,111.37,1405017,0.4692,745836,0.1416,105603,9,0.5411,0.6868,156.52,0.0506,0.3178,0.1994,0.3453,critical 1370,Kenya,2024,urban,Social_Services,Mid_Level,55.0,2088258,0.1469,1781450,0.4091,728831,30,0.6943,0.8043,559.25,0.0686,0.7536,0.5781,0.6444,moderate 1371,Ethiopia,2022,rural,Education,Mid_Level,119.93,1602881,0.4503,881057,0.1836,161803,11,0.5674,0.6582,151.49,0.0606,0.2912,0.2268,0.3614,low 1372,Rwanda,2025,urban,Health,Mid_Level,14.34,461159,0.1025,413871,0.4964,205427,50,0.6583,0.872,466.68,0.0892,0.5956,0.7327,0.7371,high 1373,DRC,2020,remote,Justice,Junior,92.57,635200,0.5999,254143,0.1,25414,9,0.6033,0.6756,154.45,0.0559,0.2759,0.1623,0.2927,critical 1374,Mozambique,2020,rural,Education,Mid_Level,29.66,256451,0.3616,163721,0.1547,25329,9,0.5705,0.6842,124.95,0.0693,0.3409,0.1628,0.3738,low 1375,Ethiopia,2023,urban,Finance,Mid_Level,122.93,1569060,0.3579,1007549,0.2336,235318,11,0.5602,0.6002,85.54,0.0607,0.3194,0.1687,0.3853,low 1376,Uganda,2021,urban,Agriculture,Junior,44.58,324712,0.2165,254420,0.2603,66219,15,0.6321,0.7091,251.84,0.0616,0.5224,0.3726,0.4943,low 1377,Ghana,2018,remote,ICT,Junior,30.01,768488,0.2435,581374,0.1815,105504,18,0.613,0.7091,202.67,0.0482,0.4284,0.3849,0.4672,low 1378,Nigeria,2022,rural,Finance,Mid_Level,218.92,4710849,0.2747,3416550,0.2211,755452,24,0.6298,0.7465,216.31,0.0513,0.4306,0.4564,0.4973,low 1379,Uganda,2022,capital,Health,Junior,46.01,341905,0.2446,258259,0.2909,75140,18,0.6097,0.8116,304.42,0.0701,0.572,0.3699,0.5225,moderate 1380,Kenya,2019,capital,Security,Mid_Level,49.57,1520478,0.1354,1314587,0.5208,684586,37,0.6355,0.7911,501.68,0.0691,0.722,0.6006,0.6898,high 1381,Senegal,2019,urban,Agriculture,Junior,15.76,394818,0.13,343498,0.3956,135887,15,0.5124,0.8245,284.21,0.0635,0.5339,0.3853,0.5695,moderate 1382,Ghana,2024,capital,Social_Services,Director,34.0,941210,0.1753,776179,0.4391,340799,25,0.5811,0.8048,680.3,0.0584,0.5427,0.3287,0.5863,moderate 1383,Rwanda,2024,rural,Education,Junior,14.0,446927,0.1267,390295,0.386,150653,35,0.5881,0.7722,584.8,0.0825,0.7732,0.7703,0.6725,high 1384,Kenya,2022,capital,Health,Senior,52.76,1705423,0.1389,1468558,0.5345,784905,37,0.6682,0.9266,865.21,0.0859,0.6865,0.6458,0.7136,high 1385,South Africa,2021,remote,Security,Senior,60.54,2762929,0.3252,1864489,0.2633,490973,45,0.5862,0.917,821.93,0.0786,0.6587,0.6009,0.6105,moderate 1386,Ghana,2020,capital,Finance,Mid_Level,31.29,761531,0.173,629787,0.4099,258147,18,0.6324,0.7388,273.29,0.0703,0.5401,0.4062,0.5597,moderate 1387,Kenya,2022,rural,Social_Services,Junior,52.76,1916707,0.2063,1521229,0.3491,531087,27,0.5963,0.8531,427.34,0.0857,0.695,0.5974,0.6104,moderate 1388,DRC,2020,remote,Social_Services,Senior,92.57,624381,0.6,249752,0.1,24975,6,0.5712,0.6673,167.1,0.0714,0.2855,0.2326,0.2919,critical 1389,Rwanda,2022,capital,Social_Services,Senior,13.35,417664,0.1004,375730,0.4615,173394,41,0.5702,0.7912,676.42,0.0813,0.6225,0.665,0.6902,high 1390,Botswana,2020,capital,Administration,Executive,2.45,120535,0.092,109441,0.6155,67361,36,0.6574,0.9169,1856.23,0.0937,0.7438,0.5983,0.7426,high 1391,South Africa,2018,rural,Finance,Junior,59.11,2759618,0.2706,2012901,0.3322,668774,51,0.7423,0.8161,465.12,0.0889,0.6864,0.5394,0.6379,moderate 1392,Ethiopia,2019,remote,Security,Mid_Level,111.37,1234352,0.5197,592903,0.1304,77313,7,0.6064,0.6968,106.89,0.0689,0.3164,0.2133,0.3277,critical 1393,Rwanda,2019,remote,Finance,Senior,12.43,350599,0.1662,292337,0.2871,83938,49,0.6041,0.9071,627.25,0.0921,0.7875,0.5389,0.6714,high 1394,Ethiopia,2022,remote,Administration,Mid_Level,119.93,1517070,0.5469,687391,0.1093,75143,10,0.513,0.6289,114.24,0.0685,0.2765,0.1801,0.3056,critical 1395,Mozambique,2018,capital,ICT,Junior,28.12,255528,0.3037,177927,0.1854,32980,11,0.5937,0.6855,97.62,0.065,0.311,0.214,0.4032,low 1396,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,391169,0.4112,230323,0.2169,49966,13,0.4782,0.7612,180.18,0.0651,0.5355,0.4101,0.4427,low 1397,Kenya,2019,rural,Agriculture,Mid_Level,49.57,1770191,0.15,1504719,0.3431,516241,25,0.6141,0.7938,412.31,0.0715,0.598,0.7519,0.6148,moderate 1398,Tanzania,2024,capital,Health,Senior,67.0,1027561,0.1738,848952,0.2964,251642,18,0.6575,0.7008,477.75,0.0688,0.5729,0.4426,0.5323,moderate 1399,Mozambique,2024,rural,Social_Services,Junior,33.0,353923,0.4038,211018,0.125,26374,10,0.494,0.6377,98.28,0.0546,0.2816,0.208,0.3499,critical 1400,Ethiopia,2019,urban,Education,Junior,111.37,1151199,0.3779,716160,0.2068,148120,8,0.5408,0.696,116.89,0.054,0.3059,0.1986,0.3821,low 1401,DRC,2021,remote,ICT,Mid_Level,95.53,498908,0.6,199563,0.1022,20398,10,0.4939,0.6097,94.96,0.0677,0.2991,0.187,0.2906,critical 1402,Senegal,2020,urban,Administration,Junior,16.18,328633,0.1756,270913,0.3663,99236,24,0.6536,0.6902,175.3,0.0492,0.531,0.4695,0.5612,moderate 1403,Ghana,2020,rural,Security,Executive,31.29,775342,0.2079,614115,0.3023,185634,29,0.6543,0.8045,922.71,0.0646,0.4646,0.3914,0.5524,moderate 1404,South Africa,2019,capital,Health,Mid_Level,59.58,3513151,0.1407,3018791,0.5285,1595540,28,0.596,0.8128,522.26,0.0931,0.7013,0.6956,0.6786,high 1405,Mozambique,2023,capital,Education,Junior,32.13,315612,0.2957,222298,0.2148,47741,11,0.4966,0.6253,151.44,0.0553,0.3208,0.1634,0.3995,low 1406,Nigeria,2019,urban,Administration,Junior,203.29,4342294,0.1951,3495211,0.3412,1192465,21,0.6054,0.7179,199.32,0.0693,0.5104,0.3539,0.5331,moderate 1407,Botswana,2021,capital,Finance,Junior,2.49,99560,0.1095,88657,0.6001,53204,56,0.7681,0.8504,581.02,0.073,0.7354,0.5213,0.7659,high 1408,Rwanda,2018,urban,Education,Mid_Level,12.14,379237,0.0892,345427,0.4471,154440,53,0.7576,0.9037,449.13,0.0908,0.6694,0.5218,0.7267,high 1409,Nigeria,2022,capital,Health,Junior,218.92,4809062,0.2331,3687972,0.4099,1511564,17,0.5605,0.7954,222.69,0.0572,0.4606,0.4116,0.5432,moderate 1410,DRC,2023,urban,Health,Mid_Level,101.74,631818,0.3195,429929,0.1558,66993,10,0.5611,0.6624,130.06,0.0709,0.2856,0.1825,0.3802,low 1411,DRC,2021,remote,Health,Junior,95.53,526463,0.6,210585,0.1,21058,7,0.4925,0.6831,86.28,0.0657,0.2739,0.2322,0.2956,critical 1412,Botswana,2021,urban,Health,Junior,2.49,118622,0.1285,103374,0.5708,59010,46,0.6982,0.9109,477.41,0.0926,0.6732,0.6054,0.7401,high 1413,Tanzania,2024,capital,Health,Junior,67.0,1210379,0.185,986439,0.2866,282758,14,0.5231,0.7191,189.57,0.0521,0.5521,0.4321,0.5167,moderate 1414,South Africa,2020,capital,Health,Junior,60.06,3085586,0.1766,2540750,0.5794,1472071,39,0.5841,0.8765,630.8,0.0665,0.7732,0.5668,0.7137,high 1415,Nigeria,2023,capital,Agriculture,Junior,224.39,4543944,0.208,3598746,0.3728,1341613,22,0.512,0.7805,198.19,0.0642,0.4436,0.3967,0.5473,moderate 1416,Senegal,2021,remote,Security,Junior,16.62,387613,0.237,295761,0.1797,53143,20,0.6281,0.8166,313.65,0.0521,0.4341,0.4526,0.4968,low 1417,Botswana,2020,urban,ICT,Junior,2.45,106096,0.1445,90762,0.5518,50078,56,0.7526,0.8166,591.53,0.0883,0.7911,0.6438,0.7578,high 1418,Tanzania,2022,urban,Education,Executive,63.15,1299529,0.2003,1039170,0.35,363761,16,0.6232,0.7702,1130.24,0.0652,0.5204,0.4564,0.5406,moderate 1419,Nigeria,2021,rural,Education,Junior,213.58,4550075,0.33,3048479,0.269,819936,17,0.4924,0.7511,306.3,0.0713,0.5537,0.3984,0.4851,low 1420,Mozambique,2024,urban,Administration,Mid_Level,33.0,319046,0.2974,224160,0.2149,48165,10,0.4755,0.6803,152.58,0.0633,0.2678,0.2115,0.4043,low 1421,DRC,2018,urban,Health,Mid_Level,86.92,493560,0.302,344483,0.1555,53583,8,0.4983,0.6036,123.23,0.0661,0.3297,0.1978,0.3767,low 1422,Botswana,2023,rural,Security,Mid_Level,2.56,100053,0.1539,84655,0.3632,30750,42,0.7584,0.8005,512.47,0.0957,0.7249,0.5743,0.6573,high 1423,Mozambique,2025,urban,Health,Junior,33.89,312541,0.3247,211048,0.1814,38276,14,0.4786,0.7058,87.04,0.0705,0.2616,0.2298,0.4042,low 1424,DRC,2024,rural,Health,Mid_Level,105.0,652272,0.491,332018,0.1247,41414,10,0.6203,0.6527,90.61,0.0512,0.3198,0.2386,0.3372,critical 1425,Nigeria,2021,capital,Education,Junior,213.58,4907927,0.2149,3853082,0.3187,1228091,18,0.4945,0.773,275.91,0.0494,0.4753,0.4645,0.5309,moderate 1426,Botswana,2024,urban,Infrastructure,Executive,2.6,124799,0.1488,106227,0.4601,48879,37,0.5568,0.9125,2233.08,0.0697,0.7996,0.7685,0.714,high 1427,Mozambique,2019,rural,Security,Junior,28.88,305201,0.3412,201067,0.1613,32439,14,0.6236,0.6835,95.87,0.0567,0.3188,0.1859,0.393,low 1428,Botswana,2023,urban,Health,Mid_Level,2.56,121710,0.1269,106269,0.5505,58498,43,0.7281,0.8755,522.38,0.0779,0.7075,0.5333,0.7188,high 1429,Botswana,2023,capital,Social_Services,Senior,2.56,116237,0.1276,101410,0.6055,61405,35,0.6862,0.9343,543.44,0.0718,0.7205,0.628,0.732,high 1430,Uganda,2023,rural,Justice,Junior,47.48,373077,0.4118,219426,0.1918,42078,15,0.4796,0.7086,244.55,0.0576,0.5322,0.4179,0.4338,low 1431,Botswana,2025,rural,Education,Junior,2.64,131383,0.1565,110819,0.3664,40602,35,0.6771,0.8126,403.02,0.0801,0.7526,0.5901,0.6461,moderate 1432,Senegal,2023,urban,Finance,Junior,17.53,344591,0.1512,292504,0.392,114675,16,0.6415,0.6911,229.3,0.0626,0.5507,0.343,0.5433,moderate 1433,Senegal,2019,rural,Education,Mid_Level,15.76,379946,0.1794,311767,0.2825,88060,15,0.627,0.8213,275.12,0.0716,0.5483,0.3271,0.524,moderate 1434,Senegal,2018,capital,Finance,Mid_Level,15.34,335623,0.1542,283869,0.3782,107357,15,0.514,0.8239,226.88,0.0558,0.4479,0.4779,0.5597,moderate 1435,Ghana,2019,rural,Health,Junior,30.64,815924,0.253,609514,0.2951,179888,20,0.6644,0.7588,320.43,0.0519,0.4858,0.3737,0.5103,moderate 1436,Nigeria,2024,rural,Infrastructure,Junior,230.0,4151783,0.246,3130312,0.265,829485,17,0.5029,0.7281,186.59,0.0715,0.4723,0.4693,0.5006,moderate 1437,Ghana,2023,rural,Finance,Mid_Level,33.3,879040,0.193,709376,0.3143,222924,23,0.5659,0.736,277.79,0.057,0.4811,0.3302,0.5293,moderate 1438,Mozambique,2021,capital,Social_Services,Junior,30.47,346772,0.2749,251445,0.2326,58485,15,0.5161,0.6587,86.93,0.0504,0.288,0.2146,0.426,low 1439,Ethiopia,2024,urban,Justice,Junior,126.0,1287946,0.2589,954553,0.2256,215391,9,0.4991,0.5859,124.9,0.0676,0.2612,0.2189,0.4001,low 1440,Tanzania,2023,urban,Health,Director,65.05,1162949,0.19,941931,0.3414,321575,21,0.6238,0.7994,484.12,0.0663,0.4742,0.4588,0.5535,moderate 1441,Tanzania,2020,capital,Finance,Senior,59.53,1071814,0.1946,863282,0.2892,249622,14,0.5666,0.7328,415.54,0.0711,0.524,0.3868,0.5096,moderate 1442,Senegal,2022,remote,Security,Senior,17.07,353095,0.2964,248442,0.1712,42541,25,0.6687,0.81,288.73,0.0679,0.4415,0.3965,0.4865,low 1443,DRC,2023,rural,Education,Mid_Level,101.74,639928,0.4959,322577,0.121,39039,8,0.5165,0.5939,122.7,0.0654,0.2819,0.1713,0.3107,critical 1444,South Africa,2025,rural,Agriculture,Senior,62.5,3778133,0.2343,2892854,0.3324,961502,43,0.7556,0.8823,536.81,0.0933,0.7533,0.6245,0.6521,high 1445,DRC,2025,rural,Social_Services,Director,108.36,560355,0.5327,261860,0.1159,30351,9,0.5969,0.6927,350.26,0.0671,0.2817,0.1925,0.3196,critical 1446,DRC,2018,remote,Security,Mid_Level,86.92,481782,0.6,192712,0.1,19271,10,0.5988,0.6534,142.21,0.0519,0.2641,0.2105,0.2955,critical 1447,Nigeria,2023,capital,Education,Mid_Level,224.39,3899206,0.1939,3143055,0.3581,1125416,25,0.5668,0.7003,176.13,0.0509,0.5376,0.3912,0.5515,moderate 1448,Uganda,2019,remote,Justice,Junior,41.86,311667,0.5129,151813,0.1587,24086,19,0.5028,0.7913,186.46,0.0561,0.5376,0.4338,0.4248,low 1449,Kenya,2018,capital,Justice,Junior,48.55,1610812,0.1048,1441955,0.424,611460,42,0.5801,0.8561,557.8,0.0658,0.728,0.6069,0.6967,high 1450,Mozambique,2024,rural,Social_Services,Junior,33.0,361932,0.404,215724,0.1388,29933,8,0.4629,0.6177,105.57,0.0703,0.345,0.1715,0.348,critical 1451,Tanzania,2025,rural,Infrastructure,Director,69.01,1321813,0.2739,959781,0.2045,196256,15,0.6291,0.7073,449.61,0.0544,0.4971,0.3811,0.4641,low 1452,Rwanda,2025,urban,Administration,Mid_Level,14.34,433192,0.0933,392766,0.4303,168993,61,0.8065,0.8411,622.71,0.0902,0.6185,0.6775,0.7425,high 1453,Ethiopia,2024,remote,Health,Junior,126.0,1472554,0.4728,776267,0.1059,82223,10,0.5412,0.6051,126.22,0.0495,0.2895,0.2234,0.3253,critical 1454,Mozambique,2025,urban,Social_Services,Senior,33.89,349777,0.3435,229612,0.1829,42001,8,0.5868,0.6488,163.42,0.0493,0.2608,0.1673,0.37,low 1455,Botswana,2019,remote,Education,Senior,2.41,92948,0.195,74820,0.3231,24173,36,0.6023,0.9055,579.63,0.0657,0.7979,0.6252,0.6502,high 1456,Senegal,2023,capital,Education,Mid_Level,17.53,405850,0.1321,352240,0.4283,150867,25,0.6093,0.7439,267.93,0.0656,0.4452,0.4564,0.5883,moderate 1457,Tanzania,2021,remote,ICT,Junior,61.31,1065412,0.3335,710138,0.17,120720,21,0.5211,0.7684,316.39,0.0719,0.4265,0.4756,0.4671,low 1458,Rwanda,2018,urban,Education,Mid_Level,12.14,313694,0.0967,283361,0.4344,123080,62,0.7668,0.8854,552.8,0.0766,0.5979,0.5478,0.7368,high 1459,Ethiopia,2021,remote,Education,Mid_Level,117.0,1541608,0.6,616643,0.1126,69412,12,0.5658,0.6511,140.04,0.0537,0.3281,0.212,0.3098,critical 1460,Botswana,2024,rural,Agriculture,Junior,2.6,109900,0.1934,88645,0.3986,35336,55,0.6951,0.8508,608.78,0.0884,0.6743,0.5259,0.6864,high 1461,Kenya,2025,rural,Finance,Mid_Level,56.15,1791079,0.1737,1480020,0.2877,425752,28,0.6756,0.8266,594.42,0.0792,0.6099,0.614,0.5949,moderate 1462,Tanzania,2019,rural,Administration,Senior,57.79,1127204,0.3022,786548,0.2426,190810,18,0.6088,0.7374,278.43,0.0649,0.5332,0.3558,0.4796,low 1463,Botswana,2025,capital,Security,Director,2.64,111955,0.1305,97347,0.6324,61563,51,0.7998,0.8762,1246.16,0.0856,0.6815,0.6045,0.763,high 1464,Senegal,2018,urban,Social_Services,Director,15.34,385607,0.143,330471,0.3595,118818,22,0.5309,0.7622,573.54,0.0706,0.4633,0.4536,0.5652,moderate 1465,Mozambique,2025,rural,Education,Junior,33.89,386809,0.3188,263475,0.1275,33582,15,0.6065,0.682,95.53,0.0597,0.3307,0.1863,0.3937,low 1466,Rwanda,2019,capital,Security,Junior,12.43,413733,0.0877,377453,0.4513,170351,63,0.8569,0.8815,628.52,0.0692,0.6917,0.5731,0.7571,high 1467,DRC,2021,rural,Social_Services,Junior,95.53,554192,0.5749,235608,0.1232,29030,7,0.5104,0.6269,116.23,0.0587,0.3006,0.1972,0.2984,critical 1468,Mozambique,2022,capital,Health,Junior,31.29,349008,0.2858,249268,0.1907,47544,11,0.5611,0.6476,134.22,0.0719,0.2637,0.2012,0.3974,low 1469,DRC,2022,rural,Health,Mid_Level,98.59,510674,0.5263,241908,0.1259,30449,7,0.6055,0.6927,122.85,0.0718,0.3297,0.171,0.3214,critical 1470,Botswana,2022,urban,Security,Director,2.52,113295,0.1047,101433,0.5247,53224,52,0.678,0.7696,1102.43,0.0858,0.6131,0.6178,0.7235,high 1471,Uganda,2019,urban,Health,Junior,41.86,354750,0.2331,272070,0.2465,67070,15,0.4833,0.6799,239.72,0.0568,0.5067,0.479,0.4914,low 1472,DRC,2021,rural,Administration,Mid_Level,95.53,621534,0.4893,317391,0.1249,39654,10,0.4591,0.7021,119.83,0.0626,0.2955,0.1809,0.3369,critical 1473,Mozambique,2018,remote,Security,Senior,28.12,263598,0.4374,148306,0.1027,15227,10,0.5397,0.7067,220.61,0.0599,0.2864,0.2089,0.3469,critical 1474,South Africa,2022,rural,Infrastructure,Junior,61.02,2822722,0.2712,2057176,0.3866,795290,50,0.6663,0.8559,446.59,0.0931,0.6554,0.7004,0.6678,high 1475,Kenya,2019,capital,Health,Mid_Level,49.57,1914344,0.144,1638744,0.4977,815547,35,0.6951,0.7758,592.82,0.0883,0.7062,0.526,0.6655,high 1476,Senegal,2019,urban,Administration,Mid_Level,15.76,347660,0.1613,291599,0.3816,111264,19,0.5059,0.7766,224.35,0.0558,0.4932,0.3588,0.5543,moderate 1477,Kenya,2025,rural,ICT,Director,56.15,1856022,0.1714,1537894,0.339,521396,24,0.6843,0.7668,1273.61,0.0854,0.787,0.6875,0.6144,moderate 1478,Uganda,2022,urban,Agriculture,Mid_Level,46.01,369788,0.3002,258777,0.2395,61975,13,0.6281,0.7235,268.28,0.0605,0.5655,0.346,0.467,low 1479,Nigeria,2020,remote,Security,Mid_Level,208.37,4035976,0.3617,2576174,0.2035,524214,22,0.6637,0.8208,257.05,0.0626,0.5235,0.4543,0.4863,low 1480,Tanzania,2023,capital,Administration,Mid_Level,65.05,1300811,0.1707,1078760,0.3335,359714,20,0.6281,0.6868,236.1,0.0665,0.5738,0.3219,0.5333,moderate 1481,Rwanda,2020,urban,Education,Junior,12.73,386519,0.1145,342280,0.4504,154151,46,0.7836,0.8462,589.42,0.0732,0.7693,0.7342,0.7263,high 1482,Senegal,2020,rural,Security,Junior,16.18,385207,0.1993,308429,0.2548,78585,28,0.553,0.6972,196.33,0.072,0.449,0.3504,0.5184,moderate 1483,South Africa,2023,rural,Infrastructure,Executive,61.51,2808984,0.239,2137583,0.3715,794109,35,0.7167,0.859,1695.61,0.0668,0.6175,0.7533,0.6365,moderate 1484,Kenya,2020,remote,Health,Executive,50.61,1948598,0.1905,1577466,0.2102,331577,41,0.58,0.8096,2361.5,0.093,0.7562,0.7514,0.6296,moderate 1485,Mozambique,2022,rural,Education,Senior,31.29,329747,0.3955,199334,0.1653,32943,11,0.5635,0.6513,154.14,0.0559,0.3431,0.1914,0.3711,low 1486,Tanzania,2023,rural,Administration,Senior,65.05,1023572,0.2487,768974,0.2382,183200,14,0.5566,0.7227,277.07,0.0719,0.5644,0.4396,0.4912,low 1487,South Africa,2019,remote,Security,Director,59.58,2724342,0.2478,2049316,0.2844,582737,49,0.6283,0.8189,1316.13,0.096,0.7629,0.7601,0.6568,high 1488,Uganda,2023,remote,Infrastructure,Junior,47.48,403724,0.4683,214673,0.1493,32059,12,0.5947,0.7981,229.63,0.0703,0.4805,0.3372,0.4017,low 1489,Ghana,2019,urban,Health,Mid_Level,30.64,833931,0.1836,680853,0.4304,293060,31,0.6142,0.6884,209.69,0.0638,0.4859,0.4296,0.584,moderate 1490,Ethiopia,2023,rural,Health,Junior,122.93,1421071,0.4745,746769,0.1687,126014,10,0.5679,0.6504,86.85,0.0528,0.2676,0.1651,0.3394,critical 1491,Botswana,2020,rural,Health,Junior,2.45,97809,0.1525,82889,0.3497,28985,31,0.5822,0.9344,450.95,0.0708,0.6991,0.5796,0.6448,moderate 1492,South Africa,2022,urban,Administration,Director,61.02,3440763,0.1516,2919303,0.4911,1433739,35,0.6973,0.77,1371.87,0.0743,0.696,0.604,0.6679,high 1493,Botswana,2020,rural,Agriculture,Junior,2.45,95143,0.1919,76882,0.3831,29454,48,0.6896,0.8702,538.09,0.0645,0.707,0.6505,0.6841,high 1494,Mozambique,2018,rural,Education,Junior,28.12,306828,0.4401,171797,0.1328,22814,13,0.47,0.6787,117.47,0.067,0.2904,0.1881,0.3553,low 1495,Senegal,2024,capital,Education,Junior,18.0,407444,0.1155,360386,0.3927,141508,20,0.6026,0.811,241.13,0.0613,0.4944,0.339,0.5743,moderate 1496,Tanzania,2024,remote,Social_Services,Director,67.0,1194432,0.3501,776253,0.1513,117434,23,0.6063,0.7142,739.52,0.0621,0.5675,0.4432,0.466,low 1497,Ethiopia,2025,rural,Infrastructure,Senior,129.15,1366155,0.3451,894725,0.1832,163929,12,0.6229,0.5931,155.08,0.0696,0.2631,0.1961,0.3744,low 1498,South Africa,2020,rural,Infrastructure,Junior,60.06,3206122,0.1927,2588446,0.385,996473,42,0.6882,0.8394,438.27,0.0661,0.7939,0.6283,0.6712,high 1499,Mozambique,2021,urban,ICT,Senior,30.47,267705,0.3005,187269,0.1971,36908,14,0.639,0.6818,219.41,0.0601,0.2886,0.2115,0.4114,low 1500,South Africa,2023,capital,Infrastructure,Junior,61.51,2982520,0.1752,2459931,0.4824,1186785,47,0.6617,0.8778,623.1,0.089,0.7684,0.5879,0.7116,high 1501,Tanzania,2020,rural,Justice,Senior,59.53,1148699,0.2357,877997,0.2098,184227,22,0.5975,0.7882,397.32,0.0702,0.5553,0.3618,0.5085,moderate 1502,Rwanda,2025,urban,Finance,Senior,14.34,407374,0.099,367059,0.4854,178161,64,0.6723,0.8842,762.13,0.0771,0.7525,0.6643,0.7809,high 1503,Nigeria,2024,rural,ICT,Senior,230.0,4002183,0.3335,2667256,0.2508,668890,15,0.5777,0.7876,306.87,0.0584,0.5064,0.3861,0.4742,low 1504,DRC,2025,capital,Justice,Senior,108.36,640023,0.3251,431981,0.1613,69675,6,0.529,0.6142,213.1,0.0628,0.2601,0.1886,0.3611,low 1505,Ghana,2024,urban,Security,Junior,34.0,959786,0.1764,790524,0.384,303581,26,0.5793,0.7838,177.19,0.0519,0.4533,0.4217,0.572,moderate 1506,Tanzania,2025,capital,Social_Services,Senior,69.01,1084407,0.1509,920788,0.3209,295466,13,0.5948,0.7506,354.92,0.0654,0.4689,0.4594,0.5304,moderate 1507,Ghana,2023,urban,Infrastructure,Junior,33.3,953643,0.1754,786408,0.4308,338806,32,0.6347,0.7845,260.84,0.0502,0.5679,0.3931,0.6076,moderate 1508,Ghana,2025,rural,Health,Junior,34.71,788662,0.2083,624378,0.2981,186106,17,0.6474,0.7425,248.46,0.0552,0.4378,0.4141,0.5115,moderate 1509,Nigeria,2020,rural,Infrastructure,Junior,208.37,4119432,0.277,2978482,0.2213,659019,23,0.5053,0.7153,254.66,0.0594,0.566,0.455,0.503,moderate 1510,Tanzania,2024,urban,Finance,Junior,67.0,1322379,0.1925,1067804,0.2915,311219,19,0.6199,0.7535,197.44,0.0701,0.4419,0.4751,0.527,moderate 1511,South Africa,2021,remote,Administration,Junior,60.54,3497159,0.2382,2664016,0.2362,629244,36,0.6652,0.7666,504.55,0.0952,0.7753,0.5804,0.5901,moderate 1512,Rwanda,2022,capital,Education,Director,13.35,460357,0.0861,420713,0.4605,193723,46,0.6729,0.7802,985.78,0.0776,0.6444,0.7397,0.714,high 1513,DRC,2024,rural,Finance,Senior,105.0,566873,0.5544,252610,0.1038,26212,10,0.4815,0.6906,127.95,0.0676,0.3076,0.1615,0.3128,critical 1514,Tanzania,2024,capital,Infrastructure,Junior,67.0,1299767,0.2009,1038686,0.3324,345258,20,0.6525,0.7784,223.3,0.0591,0.4595,0.3933,0.5349,moderate 1515,Botswana,2019,rural,Agriculture,Mid_Level,2.41,95908,0.1345,83008,0.4173,34640,46,0.7726,0.8563,414.4,0.0864,0.7422,0.537,0.6921,high 1516,Mozambique,2023,urban,Education,Junior,32.13,333602,0.3147,228619,0.182,41606,14,0.5997,0.6383,88.91,0.0547,0.2699,0.2367,0.3982,low 1517,Kenya,2024,capital,Infrastructure,Junior,55.0,1654798,0.1115,1470336,0.4264,626910,29,0.5839,0.8345,490.53,0.0806,0.6727,0.6496,0.6586,high 1518,Rwanda,2021,remote,Health,Mid_Level,13.04,355206,0.171,294454,0.2555,75236,57,0.8323,0.8489,427.09,0.0893,0.6415,0.652,0.6703,high 1519,Rwanda,2024,urban,Infrastructure,Junior,14.0,364051,0.129,317085,0.4175,132381,45,0.681,0.8287,379.2,0.0703,0.6986,0.6341,0.6922,high 1520,Mozambique,2024,urban,Administration,Junior,33.0,313298,0.3398,206851,0.2182,45140,10,0.523,0.6945,90.2,0.0551,0.3028,0.2263,0.4017,low 1521,Senegal,2022,urban,ICT,Junior,17.07,406997,0.1378,350899,0.3766,132143,22,0.5465,0.7565,306.91,0.0593,0.426,0.3291,0.5537,moderate 1522,Tanzania,2023,rural,Finance,Junior,65.05,1246734,0.2433,943379,0.1954,184311,17,0.5747,0.8198,263.83,0.053,0.5498,0.3666,0.4951,low 1523,Nigeria,2025,urban,Administration,Senior,235.75,5229867,0.1835,4269952,0.3646,1556983,22,0.5588,0.7485,406.48,0.0706,0.542,0.3886,0.5556,moderate 1524,Ghana,2023,capital,Finance,Senior,33.3,859138,0.1781,706101,0.4212,297435,23,0.6351,0.6891,482.69,0.0708,0.5571,0.4615,0.5735,moderate 1525,Botswana,2022,urban,Social_Services,Junior,2.52,125489,0.1109,111569,0.5881,65608,46,0.7544,0.8488,532.53,0.0937,0.6828,0.5773,0.7376,high 1526,Ghana,2018,rural,Agriculture,Mid_Level,30.01,646164,0.1946,520399,0.3132,162996,27,0.5375,0.6862,199.28,0.0674,0.5335,0.4222,0.5456,moderate 1527,Nigeria,2023,remote,Education,Junior,224.39,4387403,0.4485,2419865,0.183,442749,20,0.6339,0.7017,235.81,0.0634,0.5732,0.3447,0.4307,low 1528,Botswana,2021,remote,Security,Mid_Level,2.49,103736,0.1837,84677,0.2771,23466,38,0.7123,0.8875,600.56,0.0695,0.6601,0.7198,0.6395,moderate 1529,Uganda,2019,capital,Education,Junior,41.86,292573,0.222,227614,0.3338,75978,11,0.5548,0.7595,254.63,0.0601,0.4276,0.3276,0.4949,low 1530,Mozambique,2022,remote,Finance,Mid_Level,31.29,358124,0.5336,167032,0.1168,19501,12,0.6134,0.6606,131.28,0.0669,0.2916,0.2363,0.3277,critical 1531,Ghana,2025,rural,Education,Senior,34.71,821542,0.2474,618290,0.2453,151656,29,0.7008,0.6891,427.11,0.0687,0.4414,0.3595,0.5054,moderate 1532,Ethiopia,2021,remote,Infrastructure,Junior,117.0,1301422,0.5181,627091,0.1034,64849,10,0.4631,0.6865,136.84,0.0688,0.2692,0.2082,0.322,critical 1533,DRC,2024,rural,Health,Junior,105.0,650014,0.4795,338305,0.1355,45828,9,0.572,0.7127,134.01,0.0502,0.262,0.2253,0.3421,critical 1534,Kenya,2020,remote,Health,Junior,50.61,1916615,0.2563,1425438,0.2664,379791,26,0.5826,0.8749,625.64,0.0716,0.7211,0.5573,0.5766,moderate 1535,Rwanda,2023,capital,ICT,Junior,13.67,432961,0.1066,386790,0.4674,180788,42,0.6873,0.8722,566.16,0.0826,0.6316,0.7603,0.7152,high 1536,DRC,2019,rural,Administration,Director,89.7,484578,0.4298,276300,0.1237,34169,7,0.5646,0.6529,257.9,0.0579,0.3172,0.2228,0.3429,critical 1537,Rwanda,2020,capital,Education,Mid_Level,12.73,411763,0.1106,366230,0.5738,210159,50,0.7798,0.8096,517.9,0.0813,0.7564,0.721,0.76,high 1538,Kenya,2020,rural,Administration,Director,50.61,1748936,0.2151,1372750,0.3474,476826,38,0.6387,0.9082,1448.1,0.0827,0.8044,0.5849,0.6532,high 1539,Kenya,2023,urban,Finance,Junior,53.87,1791827,0.1283,1561848,0.3815,595816,25,0.6405,0.8179,356.36,0.0666,0.6361,0.5325,0.6153,moderate 1540,Kenya,2025,urban,Education,Mid_Level,56.15,1737133,0.1459,1483685,0.502,744789,27,0.5446,0.8719,395.58,0.068,0.7358,0.6809,0.679,high 1541,Rwanda,2019,rural,Health,Junior,12.43,399766,0.1506,339576,0.3461,117522,55,0.7516,0.9136,520.63,0.0768,0.7559,0.5874,0.7078,high 1542,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,342638,0.2403,260311,0.1948,50715,14,0.6389,0.6457,90.19,0.0568,0.2991,0.1659,0.417,low 1543,Tanzania,2024,urban,Finance,Junior,67.0,1035342,0.1995,828796,0.3057,253398,16,0.5908,0.7367,260.76,0.0692,0.4796,0.3837,0.5134,moderate 1544,South Africa,2024,urban,Finance,Senior,62.0,3376562,0.2007,2698960,0.4906,1324227,39,0.566,0.7985,768.0,0.07,0.6903,0.5937,0.6682,high 1545,Senegal,2018,urban,Security,Junior,15.34,365497,0.1391,314669,0.3088,97182,27,0.6849,0.736,237.99,0.0684,0.5046,0.3387,0.5547,moderate 1546,Ethiopia,2018,capital,Justice,Mid_Level,108.65,1225473,0.2422,928721,0.2129,197714,11,0.607,0.654,139.64,0.0548,0.3077,0.195,0.4186,low 1547,Uganda,2018,urban,Social_Services,Junior,40.56,322266,0.3103,222262,0.2989,66440,14,0.5012,0.8023,197.97,0.0546,0.4436,0.3934,0.4862,low 1548,Tanzania,2023,rural,Finance,Executive,65.05,1204544,0.275,873263,0.2022,176555,14,0.5688,0.7831,822.82,0.0596,0.4784,0.3902,0.4711,low 1549,Nigeria,2019,capital,Education,Senior,203.29,4438019,0.1681,3691844,0.3155,1164715,19,0.5375,0.7985,371.89,0.0685,0.4412,0.4752,0.5458,moderate 1550,Botswana,2024,rural,Administration,Mid_Level,2.6,104676,0.1678,87112,0.4203,36614,54,0.7135,0.8895,424.09,0.0714,0.7181,0.6297,0.7163,high 1551,Tanzania,2019,rural,Infrastructure,Mid_Level,57.79,943342,0.2367,720086,0.2369,170624,21,0.5274,0.7969,293.21,0.0676,0.5123,0.3763,0.511,moderate 1552,Mozambique,2024,rural,Education,Junior,33.0,325813,0.3848,200433,0.1612,32304,11,0.5089,0.7101,101.42,0.0483,0.3315,0.2364,0.3849,low 1553,Botswana,2023,urban,Infrastructure,Senior,2.56,128596,0.106,114969,0.5863,67405,48,0.5949,0.7834,545.49,0.0944,0.6846,0.7061,0.7467,high 1554,Botswana,2018,rural,Infrastructure,Director,2.38,107672,0.1874,87493,0.3989,34902,45,0.7714,0.8493,1544.29,0.0652,0.7331,0.757,0.6918,high 1555,Nigeria,2025,urban,Finance,Senior,235.75,4481629,0.2643,3296934,0.3053,1006612,14,0.6014,0.7357,342.55,0.0557,0.5721,0.4115,0.504,moderate 1556,Tanzania,2025,urban,Finance,Junior,69.01,1216229,0.1633,1017605,0.2619,266461,17,0.6099,0.7406,252.7,0.0587,0.504,0.4441,0.523,moderate 1557,Nigeria,2024,rural,Education,Mid_Level,230.0,5056787,0.353,3271612,0.2431,795311,19,0.6217,0.8238,238.89,0.052,0.5501,0.4337,0.492,low 1558,Kenya,2019,urban,Infrastructure,Mid_Level,49.57,1881087,0.1164,1662110,0.4026,669183,40,0.584,0.8497,513.8,0.0749,0.7622,0.5344,0.6787,high 1559,Rwanda,2024,urban,Infrastructure,Senior,14.0,382483,0.121,336205,0.4187,140777,64,0.65,0.859,600.61,0.0771,0.6261,0.5704,0.7329,high 1560,Senegal,2018,capital,Security,Mid_Level,15.34,291490,0.1693,242145,0.4031,97603,18,0.5615,0.7484,260.49,0.0686,0.5135,0.4766,0.5647,moderate 1561,Botswana,2023,remote,Infrastructure,Mid_Level,2.56,123497,0.2314,94919,0.2469,23436,34,0.584,0.8112,621.61,0.0871,0.6251,0.6309,0.5861,moderate 1562,Ghana,2019,rural,Administration,Junior,30.64,746933,0.2835,535198,0.2932,156917,30,0.5935,0.7065,278.7,0.0513,0.551,0.4408,0.5326,moderate 1563,DRC,2020,rural,Social_Services,Director,92.57,530786,0.5357,246455,0.109,26863,9,0.5659,0.6049,343.17,0.0654,0.3218,0.1876,0.3075,critical 1564,South Africa,2023,rural,Education,Junior,61.51,3639257,0.239,2769448,0.3557,985153,49,0.62,0.9028,497.25,0.0654,0.7992,0.7223,0.6893,high 1565,South Africa,2019,remote,Administration,Senior,59.58,2804476,0.2492,2105467,0.2906,611799,49,0.6365,0.8433,594.66,0.0793,0.7299,0.5248,0.6348,moderate 1566,South Africa,2023,urban,Finance,Senior,61.51,2902782,0.1403,2495493,0.4944,1233724,40,0.6138,0.9285,639.18,0.0726,0.7653,0.7599,0.7303,high 1567,Nigeria,2022,capital,Education,Junior,218.92,4392818,0.2146,3450094,0.3484,1201954,20,0.6252,0.7119,204.4,0.0673,0.4306,0.3441,0.5177,moderate 1568,Ethiopia,2018,rural,Agriculture,Mid_Level,108.65,1270260,0.4249,730555,0.1453,106156,11,0.6225,0.6553,110.95,0.067,0.2724,0.1857,0.3517,low 1569,Senegal,2025,capital,Health,Mid_Level,18.49,417357,0.1496,354922,0.3453,122571,24,0.5499,0.8172,209.19,0.0484,0.5102,0.3525,0.5678,moderate 1570,Botswana,2023,capital,Finance,Junior,2.56,112809,0.0957,102011,0.548,55902,36,0.7051,0.889,400.05,0.0667,0.6004,0.5789,0.7044,high 1571,Nigeria,2021,urban,ICT,Senior,213.58,3731017,0.1943,3006065,0.2831,851117,15,0.5649,0.6865,275.97,0.0508,0.5254,0.3231,0.4975,low 1572,Senegal,2025,urban,Education,Mid_Level,18.49,408871,0.1568,344753,0.3506,120855,19,0.5452,0.6791,275.77,0.0628,0.5253,0.4706,0.5474,moderate 1573,Kenya,2021,rural,Finance,Mid_Level,51.68,1880784,0.1595,1580714,0.2929,462937,35,0.5572,0.8052,588.02,0.0788,0.6006,0.5358,0.6053,moderate 1574,Kenya,2025,remote,Security,Junior,56.15,1887645,0.2075,1495973,0.2605,389747,35,0.6937,0.8263,610.85,0.0777,0.6826,0.6472,0.6077,moderate 1575,Senegal,2022,remote,Finance,Director,17.07,363475,0.2511,272223,0.1802,49053,15,0.6187,0.6869,562.87,0.054,0.5367,0.4692,0.4734,low 1576,Ghana,2024,urban,Finance,Junior,34.0,958114,0.1525,811954,0.4372,354986,29,0.6551,0.7911,225.9,0.0551,0.4822,0.3491,0.5955,moderate 1577,Botswana,2023,urban,Administration,Senior,2.56,103369,0.1118,91809,0.5138,47175,34,0.6721,0.8904,849.61,0.079,0.7721,0.6775,0.714,high 1578,Ethiopia,2025,remote,Security,Junior,129.15,1704439,0.4842,879200,0.1171,102937,9,0.5089,0.5991,98.35,0.0673,0.3137,0.2354,0.3255,critical 1579,Senegal,2024,urban,Justice,Mid_Level,18.0,370612,0.1928,299163,0.3972,118842,16,0.6214,0.6867,314.32,0.063,0.45,0.4508,0.5342,moderate 1580,Botswana,2022,capital,Social_Services,Senior,2.52,112956,0.1224,99135,0.4965,49224,40,0.6943,0.8042,727.69,0.0938,0.7686,0.6651,0.7075,high 1581,Kenya,2022,rural,Social_Services,Junior,52.76,1827557,0.1577,1539275,0.28,430980,30,0.6406,0.9,623.74,0.0775,0.6837,0.5598,0.6149,moderate 1582,Botswana,2019,capital,ICT,Junior,2.41,116968,0.1038,104822,0.5824,61050,55,0.8142,0.8058,623.38,0.0721,0.764,0.524,0.7568,high 1583,Tanzania,2022,rural,Social_Services,Senior,63.15,1068178,0.3013,746343,0.2121,158335,15,0.4762,0.7104,289.15,0.0642,0.4467,0.4137,0.4578,low 1584,South Africa,2019,rural,Education,Junior,59.58,3290643,0.268,2408645,0.4131,994994,36,0.7302,0.8691,621.94,0.0649,0.602,0.5394,0.6208,moderate 1585,Uganda,2024,capital,Health,Mid_Level,49.0,445795,0.2464,335932,0.3209,107811,12,0.6161,0.6834,217.42,0.0589,0.4589,0.4262,0.4896,low 1586,Tanzania,2023,capital,Health,Junior,65.05,995393,0.2045,791795,0.3483,275753,14,0.488,0.7976,296.66,0.0703,0.4489,0.4036,0.5258,moderate 1587,DRC,2018,rural,Finance,Mid_Level,86.92,448025,0.5334,209065,0.1103,23051,9,0.4855,0.6877,93.66,0.0639,0.3251,0.1909,0.3215,critical 1588,South Africa,2019,urban,Education,Mid_Level,59.58,2726221,0.1396,2345547,0.4635,1087124,34,0.5744,0.8869,357.13,0.0936,0.7541,0.6248,0.6869,high 1589,South Africa,2024,urban,Agriculture,Junior,62.0,3446788,0.1464,2942332,0.4987,1467333,30,0.6098,0.8698,396.65,0.0711,0.7658,0.5865,0.6788,high 1590,Tanzania,2018,urban,Administration,Mid_Level,56.11,1032862,0.225,800508,0.3228,258405,21,0.6115,0.8046,268.6,0.0544,0.4312,0.3369,0.5245,moderate 1591,Nigeria,2022,remote,Justice,Senior,218.92,4593481,0.4355,2592913,0.1927,499692,17,0.5679,0.7357,299.71,0.0533,0.4678,0.3478,0.4237,low 1592,Mozambique,2019,remote,Education,Senior,28.88,251096,0.5725,107341,0.1166,12513,14,0.5603,0.6675,164.97,0.0584,0.3226,0.164,0.3198,critical 1593,Kenya,2018,rural,Health,Mid_Level,48.55,1546152,0.1704,1282738,0.3002,385053,34,0.6983,0.9138,416.61,0.0748,0.7708,0.5433,0.6359,moderate 1594,Rwanda,2018,urban,Social_Services,Junior,12.14,317236,0.1282,276562,0.5228,144595,54,0.7551,0.9237,543.16,0.0892,0.6923,0.5793,0.7494,high 1595,DRC,2024,rural,Education,Mid_Level,105.0,689815,0.4359,389120,0.1297,50450,5,0.5395,0.7149,146.38,0.069,0.3162,0.1969,0.3445,critical 1596,Kenya,2023,urban,Infrastructure,Mid_Level,53.87,1910141,0.1302,1661350,0.4206,698713,31,0.5725,0.8396,385.32,0.0929,0.6096,0.7377,0.6607,high 1597,Kenya,2019,rural,Security,Director,49.57,1927717,0.1945,1552817,0.2866,444977,36,0.6131,0.9156,1529.17,0.074,0.7361,0.608,0.6348,moderate 1598,Kenya,2023,urban,Infrastructure,Senior,53.87,1741766,0.1511,1478649,0.465,687593,30,0.6054,0.7767,793.91,0.0924,0.6197,0.5543,0.6374,moderate 1599,South Africa,2021,capital,Education,Mid_Level,60.54,3122001,0.173,2582036,0.5285,1364561,42,0.6475,0.8085,491.4,0.0871,0.7951,0.531,0.6978,high 1600,Uganda,2022,rural,Health,Senior,46.01,343327,0.414,201193,0.2032,40873,11,0.583,0.6986,424.59,0.0674,0.5113,0.3634,0.4171,low 1601,Kenya,2021,urban,Security,Mid_Level,51.68,1754616,0.1489,1493281,0.4758,710543,39,0.6112,0.8448,479.83,0.0901,0.7647,0.7452,0.7069,high 1602,Ethiopia,2019,rural,Administration,Junior,111.37,1151940,0.3537,744469,0.1651,122910,9,0.487,0.6537,140.56,0.0685,0.3227,0.2308,0.3787,low 1603,Nigeria,2022,rural,Finance,Senior,218.92,4898248,0.3224,3319204,0.235,780130,17,0.5382,0.6949,273.11,0.0579,0.4314,0.4609,0.4641,low 1604,Ghana,2023,rural,Finance,Junior,33.3,780138,0.2741,566337,0.2482,140586,27,0.558,0.728,175.46,0.0595,0.4443,0.4575,0.5104,moderate 1605,South Africa,2018,capital,Health,Executive,59.11,3265516,0.1607,2740651,0.5431,1488325,48,0.6181,0.8998,2368.55,0.0652,0.6229,0.6623,0.7291,high 1606,Senegal,2018,urban,Finance,Junior,15.34,358168,0.1617,300259,0.3668,110124,21,0.5687,0.7489,309.93,0.0575,0.5213,0.4534,0.5636,moderate 1607,Senegal,2022,capital,Health,Mid_Level,17.07,401064,0.1595,337102,0.4063,136973,15,0.606,0.7657,323.23,0.0664,0.4895,0.4282,0.5558,moderate 1608,Mozambique,2022,urban,Infrastructure,Junior,31.29,274189,0.3148,187862,0.1911,35903,13,0.5501,0.6903,137.25,0.0663,0.2936,0.2369,0.4082,low 1609,South Africa,2021,rural,Infrastructure,Junior,60.54,3332462,0.2252,2582048,0.3345,863745,37,0.5819,0.9328,542.96,0.0696,0.7556,0.6765,0.653,high 1610,Senegal,2023,rural,Health,Junior,17.53,416676,0.238,317517,0.2755,87475,15,0.6113,0.7409,279.05,0.0545,0.5404,0.4772,0.5098,moderate 1611,Rwanda,2020,rural,Agriculture,Junior,12.73,358421,0.1573,302026,0.3143,94915,36,0.7162,0.8651,577.54,0.0833,0.7035,0.7202,0.6514,high 1612,Kenya,2018,urban,Security,Director,48.55,1645107,0.1607,1380794,0.4737,654078,34,0.6225,0.787,1336.4,0.0657,0.6851,0.5818,0.658,high 1613,Botswana,2025,urban,Infrastructure,Junior,2.64,105830,0.1186,93281,0.5722,53374,48,0.679,0.9045,351.24,0.0905,0.6075,0.7463,0.7545,high 1614,Mozambique,2025,remote,Health,Mid_Level,33.89,372339,0.4886,190398,0.1035,19698,11,0.4756,0.6495,86.0,0.0635,0.2901,0.1753,0.3252,critical 1615,Senegal,2018,remote,Infrastructure,Mid_Level,15.34,365783,0.2837,262020,0.187,48996,23,0.548,0.7592,205.84,0.07,0.5014,0.3574,0.4831,low 1616,South Africa,2023,capital,Finance,Senior,61.51,3521879,0.1644,2942990,0.5352,1575199,38,0.5564,0.867,784.65,0.0642,0.6238,0.5232,0.6825,high 1617,Botswana,2020,capital,Finance,Mid_Level,2.45,108154,0.0985,97497,0.5801,56555,53,0.6674,0.8181,512.85,0.0715,0.6659,0.6376,0.756,high 1618,Kenya,2021,rural,Social_Services,Junior,51.68,1780315,0.2129,1401292,0.3203,448828,45,0.7336,0.8099,418.73,0.0691,0.7643,0.5998,0.6472,moderate 1619,Ghana,2023,urban,Social_Services,Senior,33.3,723561,0.1684,601737,0.3873,233065,29,0.6556,0.7574,444.38,0.0584,0.4333,0.4593,0.5801,moderate 1620,Senegal,2022,rural,Education,Mid_Level,17.07,356426,0.2082,282222,0.2289,64606,25,0.5605,0.7203,228.13,0.0584,0.5114,0.4292,0.5198,moderate 1621,DRC,2023,urban,Infrastructure,Junior,101.74,614403,0.4143,359858,0.163,58672,10,0.4842,0.6808,134.98,0.0644,0.3147,0.1618,0.362,low 1622,Nigeria,2023,urban,Infrastructure,Junior,224.39,4068259,0.262,3002413,0.3117,935964,18,0.5187,0.7698,286.11,0.0701,0.5093,0.3641,0.5103,moderate 1623,Rwanda,2018,capital,Agriculture,Executive,12.14,318303,0.0917,289110,0.5293,153021,52,0.7402,0.8437,1720.44,0.0794,0.6751,0.7044,0.7539,high 1624,Ghana,2019,urban,ICT,Mid_Level,30.64,705710,0.2114,556536,0.3555,197820,28,0.5403,0.8028,202.09,0.0575,0.5698,0.4127,0.5747,moderate 1625,South Africa,2020,capital,Health,Junior,60.06,3208560,0.1511,2723806,0.6083,1657013,46,0.7712,0.852,484.0,0.0821,0.6732,0.5748,0.7319,high 1626,Uganda,2024,rural,Education,Junior,49.0,359712,0.369,226960,0.1915,43463,18,0.5769,0.7368,287.44,0.0697,0.5476,0.3992,0.4558,low 1627,Uganda,2020,rural,Social_Services,Executive,43.2,341162,0.3842,210078,0.1876,39407,11,0.5037,0.6772,1005.66,0.057,0.5267,0.4185,0.4244,low 1628,South Africa,2019,rural,Education,Junior,59.58,3603068,0.1849,2937001,0.3429,1007123,43,0.6459,0.8298,566.82,0.0833,0.7039,0.7504,0.6669,high 1629,Botswana,2018,urban,Education,Junior,2.38,122378,0.1378,105514,0.483,50967,42,0.6131,0.8814,455.13,0.0934,0.6386,0.611,0.6985,high 1630,Uganda,2025,remote,Education,Mid_Level,50.57,451111,0.4807,234255,0.1562,36585,16,0.6352,0.7526,202.27,0.0593,0.5343,0.3987,0.4151,low 1631,Nigeria,2020,rural,Finance,Director,208.37,3982517,0.3261,2683824,0.244,654759,14,0.551,0.6794,733.69,0.0656,0.4326,0.4,0.4496,low 1632,Uganda,2025,urban,Administration,Junior,50.57,344663,0.2733,250467,0.2535,63490,18,0.6018,0.778,275.99,0.0643,0.5371,0.4272,0.5032,moderate 1633,Uganda,2024,rural,Education,Mid_Level,49.0,384971,0.3359,255666,0.1949,49836,13,0.4876,0.7996,288.47,0.0561,0.5668,0.4719,0.4711,low 1634,Ethiopia,2024,capital,Education,Mid_Level,126.0,1611209,0.2951,1135742,0.2528,287164,11,0.6172,0.6567,149.09,0.0676,0.2854,0.2251,0.4165,low 1635,Uganda,2018,capital,ICT,Junior,40.56,320661,0.2833,229818,0.2876,66087,12,0.4786,0.7534,204.95,0.0496,0.547,0.3726,0.486,low 1636,Uganda,2022,capital,Infrastructure,Mid_Level,46.01,362530,0.2244,281178,0.283,79569,11,0.4813,0.7494,195.82,0.0534,0.4497,0.4484,0.4944,low 1637,Kenya,2021,urban,Agriculture,Junior,51.68,1699275,0.1287,1480659,0.4446,658296,32,0.5595,0.9203,569.72,0.0661,0.7852,0.5643,0.682,high 1638,Botswana,2018,capital,Administration,Junior,2.38,116214,0.1184,102453,0.5791,59335,41,0.5829,0.8858,468.43,0.0811,0.6059,0.7217,0.7333,high 1639,DRC,2023,rural,Infrastructure,Junior,101.74,581603,0.3971,350622,0.1267,44431,5,0.4422,0.589,98.65,0.0617,0.3163,0.1937,0.3342,critical 1640,Ghana,2021,rural,Agriculture,Senior,31.94,875072,0.2711,637876,0.3089,197046,30,0.6303,0.7643,426.13,0.0528,0.4791,0.466,0.5436,moderate 1641,Kenya,2022,capital,Finance,Junior,52.76,1767011,0.1222,1551154,0.4807,745701,34,0.5441,0.8407,358.69,0.077,0.7309,0.5527,0.6791,high 1642,Ghana,2025,rural,Education,Junior,34.71,762902,0.1941,614808,0.3149,193622,27,0.659,0.7683,311.01,0.0695,0.4337,0.3503,0.5414,moderate 1643,Senegal,2021,urban,Infrastructure,Junior,16.62,398204,0.1301,346403,0.3828,132597,20,0.4939,0.8021,242.01,0.0654,0.5568,0.3255,0.5717,moderate 1644,Ghana,2020,capital,Health,Director,31.29,853901,0.1513,724669,0.4436,321462,31,0.5717,0.6771,746.54,0.0653,0.449,0.3983,0.5869,moderate 1645,Uganda,2019,rural,Security,Junior,41.86,363092,0.3562,233759,0.2124,49646,16,0.5557,0.7189,205.65,0.0659,0.5213,0.365,0.4505,low 1646,Nigeria,2025,rural,Health,Junior,235.75,4777305,0.2523,3572059,0.2734,976716,21,0.508,0.7415,208.3,0.0598,0.4621,0.4531,0.5105,moderate 1647,Rwanda,2023,remote,Education,Junior,13.67,447742,0.1709,371215,0.2429,90152,64,0.8174,0.9113,472.09,0.0827,0.6896,0.6371,0.6974,high 1648,Rwanda,2019,rural,Education,Mid_Level,12.43,412995,0.1598,347018,0.3056,106042,53,0.7111,0.8092,362.26,0.0842,0.7588,0.7648,0.6927,high 1649,Uganda,2020,urban,Health,Executive,43.2,381839,0.3194,259871,0.2746,71364,12,0.56,0.7308,908.72,0.05,0.436,0.3806,0.4601,low 1650,South Africa,2025,rural,Justice,Junior,62.5,3545336,0.2195,2767289,0.3124,864540,37,0.5763,0.9101,602.09,0.0732,0.7235,0.6146,0.6361,moderate 1651,Botswana,2019,urban,Justice,Senior,2.41,97177,0.1266,84871,0.4526,38411,33,0.5526,0.7747,675.2,0.0754,0.7416,0.6058,0.6649,high 1652,Uganda,2019,remote,Administration,Junior,41.86,321092,0.3903,195784,0.1707,33412,13,0.4854,0.784,281.76,0.0538,0.4732,0.3864,0.4312,low 1653,Senegal,2020,urban,Social_Services,Senior,16.18,376541,0.1741,310984,0.3543,110184,20,0.6184,0.6925,294.24,0.051,0.5349,0.4146,0.5439,moderate 1654,Tanzania,2021,urban,Social_Services,Junior,61.31,1065003,0.2186,832187,0.3226,268450,17,0.521,0.817,236.19,0.0691,0.5417,0.4578,0.541,moderate 1655,Mozambique,2018,rural,Education,Junior,28.12,261829,0.367,165738,0.1401,23226,12,0.5152,0.6205,109.96,0.0645,0.255,0.2198,0.3638,low 1656,Nigeria,2020,rural,Justice,Mid_Level,208.37,4351343,0.3504,2826663,0.2062,582717,18,0.6452,0.8006,267.52,0.0535,0.4746,0.4573,0.4722,low 1657,DRC,2023,urban,Health,Senior,101.74,624424,0.4267,357960,0.1604,57406,7,0.4949,0.6476,160.85,0.0498,0.2831,0.1775,0.3441,critical 1658,Ethiopia,2024,urban,Finance,Mid_Level,126.0,1352889,0.3189,921396,0.2429,223820,10,0.5371,0.6941,152.2,0.0677,0.2918,0.2089,0.4102,low 1659,Mozambique,2022,urban,Finance,Senior,31.29,294149,0.3329,196233,0.2272,44582,10,0.4789,0.7094,144.48,0.0665,0.2585,0.1788,0.3987,low 1660,DRC,2020,urban,Administration,Junior,92.57,501040,0.3876,306836,0.1874,57497,7,0.5713,0.589,143.33,0.0654,0.3357,0.211,0.3605,low 1661,Nigeria,2025,urban,Security,Mid_Level,235.75,4387695,0.2629,3234379,0.3576,1156738,24,0.5714,0.8012,222.25,0.0711,0.4286,0.4191,0.5386,moderate 1662,Rwanda,2018,rural,Education,Senior,12.14,405023,0.1364,349777,0.3672,128454,55,0.7041,0.8234,619.64,0.066,0.7036,0.6604,0.7051,high 1663,Mozambique,2021,remote,Health,Senior,30.47,332144,0.5297,156213,0.1088,16997,9,0.5944,0.6818,215.94,0.0537,0.3049,0.1933,0.3194,critical 1664,Rwanda,2023,rural,Health,Junior,13.67,353998,0.1243,310012,0.3098,96044,37,0.6199,0.8798,587.92,0.0751,0.6126,0.7174,0.6539,high 1665,Ghana,2021,urban,Finance,Director,31.94,768108,0.2131,604439,0.3565,215477,19,0.5168,0.7911,639.1,0.062,0.5702,0.4008,0.5491,moderate 1666,Botswana,2018,rural,Education,Mid_Level,2.38,118377,0.1665,98671,0.3626,35778,47,0.611,0.8173,501.24,0.0721,0.6032,0.6721,0.6667,high 1667,Uganda,2021,urban,ICT,Junior,44.58,319652,0.3106,220356,0.2445,53876,18,0.6015,0.7542,216.76,0.0566,0.5489,0.3292,0.4794,low 1668,Uganda,2024,rural,Security,Junior,49.0,420536,0.3921,255628,0.1708,43657,18,0.5089,0.8191,185.62,0.0537,0.5285,0.342,0.4496,low 1669,South Africa,2019,capital,Social_Services,Junior,59.58,3283242,0.157,2767758,0.5418,1499629,37,0.609,0.9277,585.61,0.0935,0.7491,0.7355,0.7263,high 1670,Rwanda,2025,urban,Administration,Junior,14.34,379486,0.1076,338659,0.4556,154300,48,0.6997,0.8565,611.17,0.0751,0.6614,0.7025,0.7219,high 1671,Uganda,2023,rural,Education,Junior,47.48,430447,0.2944,303736,0.2108,64027,13,0.5393,0.8007,237.94,0.0515,0.5382,0.3232,0.4679,low 1672,Uganda,2020,urban,Finance,Mid_Level,43.2,333293,0.2582,247242,0.2625,64904,18,0.4892,0.8159,228.73,0.0568,0.5339,0.3821,0.5101,moderate 1673,Nigeria,2022,remote,Social_Services,Mid_Level,218.92,4662919,0.3589,2989559,0.1949,582684,16,0.4871,0.7561,207.3,0.0655,0.4402,0.3214,0.4386,low 1674,Botswana,2023,urban,ICT,Junior,2.56,102242,0.102,91816,0.5192,47668,34,0.6886,0.7772,626.23,0.0813,0.7412,0.554,0.6854,high 1675,South Africa,2018,urban,Infrastructure,Mid_Level,59.11,2972634,0.1555,2510537,0.5665,1422192,34,0.5669,0.8261,441.16,0.0775,0.726,0.6768,0.702,high 1676,Botswana,2023,capital,Health,Senior,2.56,105489,0.1037,94545,0.5683,53733,50,0.6294,0.9184,669.69,0.0954,0.6549,0.7087,0.7653,high 1677,Uganda,2021,rural,Finance,Senior,44.58,383824,0.3724,240892,0.185,44564,12,0.6288,0.8138,293.64,0.0529,0.441,0.3522,0.4345,low 1678,Rwanda,2020,rural,Health,Senior,12.73,436069,0.1314,378757,0.3316,125591,50,0.6382,0.8894,786.0,0.0676,0.7832,0.5986,0.6966,high 1679,Ethiopia,2019,remote,Health,Junior,111.37,1231168,0.487,631533,0.1176,74278,11,0.5221,0.6577,84.42,0.0572,0.34,0.222,0.34,critical 1680,Nigeria,2023,urban,Infrastructure,Senior,224.39,4999624,0.2439,3779971,0.3257,1231127,14,0.4925,0.675,343.32,0.0486,0.4903,0.4156,0.4973,low 1681,Ghana,2022,rural,Education,Mid_Level,32.62,932770,0.2347,713864,0.3115,222338,23,0.6139,0.7473,278.29,0.0695,0.4911,0.4412,0.532,moderate 1682,Ethiopia,2025,rural,Health,Junior,129.15,1727853,0.4585,935589,0.182,170268,8,0.578,0.6892,145.73,0.0646,0.2674,0.2145,0.3524,low 1683,Ghana,2022,urban,Education,Senior,32.62,727807,0.1744,600878,0.3992,239860,32,0.6602,0.7207,276.15,0.0556,0.4689,0.4511,0.5863,moderate 1684,Mozambique,2021,capital,Social_Services,Junior,30.47,259228,0.2534,193535,0.1881,36401,9,0.614,0.6948,139.01,0.0641,0.2593,0.2269,0.409,low 1685,Nigeria,2021,capital,Education,Mid_Level,213.58,3648372,0.1802,2990958,0.3423,1023744,19,0.4899,0.7598,204.65,0.0623,0.4609,0.3844,0.5365,moderate 1686,Rwanda,2022,rural,Health,Mid_Level,13.35,438591,0.1271,382850,0.3392,129872,48,0.7646,0.8396,633.15,0.0849,0.7129,0.5959,0.6799,high 1687,Uganda,2022,capital,Finance,Junior,46.01,386868,0.2653,284215,0.3386,96228,12,0.6113,0.8019,304.36,0.0658,0.4652,0.4605,0.5112,moderate 1688,Mozambique,2022,rural,Education,Junior,31.29,291931,0.3857,179319,0.1404,25176,14,0.4748,0.5954,107.43,0.052,0.2916,0.2174,0.3639,low 1689,Ethiopia,2025,urban,Education,Senior,129.15,1443816,0.3407,951947,0.2255,214673,12,0.4713,0.7124,230.14,0.0485,0.3,0.1921,0.4073,low 1690,Ghana,2020,remote,Health,Junior,31.29,666796,0.3096,460338,0.2327,107134,26,0.6315,0.6849,282.22,0.0578,0.4961,0.4136,0.4895,low 1691,Tanzania,2025,rural,Security,Junior,69.01,1068691,0.2681,782190,0.2348,183666,20,0.5988,0.7201,208.15,0.0502,0.5304,0.4753,0.5003,moderate 1692,South Africa,2022,rural,Security,Junior,61.02,2935029,0.2014,2343955,0.4067,953396,28,0.6196,0.8291,547.81,0.0711,0.7968,0.6061,0.636,moderate 1693,Rwanda,2025,urban,Finance,Mid_Level,14.34,436926,0.0924,396559,0.4903,194449,52,0.7219,0.8905,546.04,0.0757,0.6619,0.5852,0.7378,high 1694,Nigeria,2022,urban,Health,Senior,218.92,3996290,0.1948,3217657,0.3646,1173000,22,0.635,0.7276,401.42,0.0704,0.4674,0.331,0.5364,moderate 1695,Tanzania,2019,remote,Education,Mid_Level,57.79,1051094,0.3907,640408,0.158,101180,18,0.6506,0.7052,264.68,0.0495,0.4644,0.3311,0.4222,low 1696,Mozambique,2020,urban,Social_Services,Mid_Level,29.66,288187,0.3102,198804,0.2246,44644,10,0.4698,0.5993,145.72,0.0683,0.2978,0.1718,0.3905,low 1697,Kenya,2022,rural,Education,Junior,52.76,1747985,0.1937,1409363,0.3659,515718,28,0.6881,0.8426,548.97,0.0916,0.7121,0.536,0.6142,moderate 1698,Senegal,2020,rural,Infrastructure,Junior,16.18,364865,0.196,293349,0.2361,69262,26,0.5859,0.7161,236.38,0.0701,0.4521,0.3496,0.5126,moderate 1699,Mozambique,2020,capital,Health,Junior,29.66,265154,0.2704,193462,0.1963,37982,11,0.5776,0.5891,99.05,0.0719,0.3087,0.2128,0.3995,low 1700,Rwanda,2022,remote,Health,Junior,13.35,438534,0.1443,375255,0.2567,96310,35,0.6109,0.8757,514.2,0.0819,0.628,0.5966,0.6194,moderate 1701,Ghana,2023,capital,Agriculture,Mid_Level,33.3,793544,0.1494,674968,0.4577,308910,23,0.5174,0.8193,194.56,0.0671,0.4271,0.3783,0.588,moderate 1702,Tanzania,2022,capital,Security,Junior,63.15,1150810,0.1966,924583,0.3452,319151,17,0.5401,0.6818,311.95,0.0622,0.5197,0.3905,0.5229,moderate 1703,DRC,2020,capital,Health,Junior,92.57,512381,0.2617,378296,0.1825,69033,7,0.5155,0.6869,127.17,0.048,0.3236,0.1986,0.403,low 1704,Senegal,2022,remote,Health,Mid_Level,17.07,350915,0.22,273726,0.1884,51568,19,0.4899,0.7489,221.67,0.0584,0.4268,0.3843,0.4831,low 1705,Senegal,2021,urban,Security,Executive,16.62,313799,0.1553,265077,0.3897,103292,23,0.6779,0.782,1134.55,0.0498,0.4663,0.4134,0.5714,moderate 1706,Rwanda,2022,rural,ICT,Junior,13.35,391939,0.1651,327218,0.3701,121098,59,0.7626,0.9338,457.37,0.0677,0.6228,0.6333,0.7144,high 1707,Ethiopia,2024,rural,Agriculture,Junior,126.0,1609447,0.3617,1027265,0.161,165354,8,0.527,0.641,127.53,0.0602,0.3428,0.232,0.3734,low 1708,Ethiopia,2020,capital,Health,Junior,114.15,1255600,0.3235,849372,0.2706,229830,8,0.5733,0.6936,111.18,0.0689,0.344,0.2374,0.419,low 1709,Nigeria,2023,urban,Education,Executive,224.39,4186459,0.2195,3267721,0.3066,1002041,19,0.5087,0.7964,1003.06,0.0581,0.4795,0.4128,0.528,moderate 1710,Uganda,2024,remote,Social_Services,Junior,49.0,431277,0.4552,234980,0.1562,36708,16,0.547,0.7479,278.89,0.0554,0.537,0.3767,0.4188,low 1711,Ghana,2022,rural,Health,Junior,32.62,830356,0.2022,662469,0.2553,169108,28,0.5249,0.7665,180.12,0.0508,0.4836,0.4744,0.544,moderate 1712,DRC,2022,urban,Finance,Mid_Level,98.59,612727,0.3266,412623,0.15,61900,7,0.5509,0.6912,126.68,0.0646,0.2986,0.2053,0.3774,low 1713,Nigeria,2023,capital,Administration,Junior,224.39,4628750,0.2049,3680428,0.3982,1465404,15,0.6246,0.6956,196.68,0.0687,0.4636,0.4179,0.5283,moderate 1714,Ethiopia,2021,remote,Justice,Junior,117.0,1536067,0.4674,818085,0.1242,101573,11,0.5772,0.6704,143.76,0.0613,0.3386,0.1716,0.3433,critical 1715,Rwanda,2020,rural,Education,Junior,12.73,413258,0.1462,352830,0.3045,107440,40,0.6206,0.8165,391.0,0.0907,0.6544,0.7286,0.6503,high 1716,Tanzania,2025,urban,ICT,Junior,69.01,1297129,0.2369,989837,0.3365,333073,15,0.5192,0.7144,316.45,0.0539,0.5014,0.376,0.5073,moderate 1717,Kenya,2020,urban,Education,Mid_Level,50.61,1731838,0.1318,1503556,0.4408,662754,31,0.6717,0.8506,502.76,0.0707,0.6015,0.7304,0.6655,high 1718,South Africa,2024,capital,Education,Junior,62.0,3467596,0.133,3006461,0.6176,1856644,29,0.7036,0.7767,445.25,0.072,0.6495,0.7786,0.703,high 1719,Kenya,2021,capital,ICT,Junior,51.68,1576712,0.0972,1423517,0.4747,675750,43,0.5746,0.8883,428.13,0.071,0.7428,0.7144,0.7309,high 1720,South Africa,2022,capital,Health,Mid_Level,61.02,3330695,0.1473,2840114,0.4936,1401881,46,0.5959,0.8743,556.52,0.0711,0.6965,0.6553,0.7179,high 1721,Rwanda,2022,remote,Infrastructure,Junior,13.35,381914,0.1892,309640,0.2394,74123,58,0.6639,0.7893,419.31,0.092,0.738,0.6552,0.6653,high 1722,Nigeria,2020,remote,Administration,Junior,208.37,4483331,0.437,2523960,0.1699,428874,17,0.5758,0.7363,289.22,0.0609,0.4568,0.377,0.4195,low 1723,Botswana,2023,capital,Education,Junior,2.56,126366,0.0949,114380,0.5029,57526,52,0.6208,0.8813,463.96,0.0903,0.6334,0.5419,0.7318,high 1724,Rwanda,2019,remote,Social_Services,Junior,12.43,340146,0.1553,287323,0.2309,66349,41,0.7413,0.7684,614.04,0.0653,0.7686,0.6307,0.6266,moderate 1725,Kenya,2018,rural,Education,Senior,48.55,1827924,0.2147,1435491,0.3519,505091,29,0.5992,0.8834,667.23,0.0815,0.6449,0.6924,0.623,moderate 1726,Tanzania,2020,capital,ICT,Senior,59.53,1008419,0.1499,857231,0.3597,308355,14,0.5736,0.7919,323.8,0.0548,0.4342,0.3712,0.5368,moderate 1727,South Africa,2022,capital,ICT,Mid_Level,61.02,2946768,0.1539,2493373,0.5224,1302571,37,0.6597,0.7834,414.59,0.0688,0.6315,0.6904,0.6843,high 1728,Tanzania,2025,rural,ICT,Mid_Level,69.01,1161429,0.3033,809149,0.1949,157715,13,0.6261,0.7725,314.34,0.0512,0.5402,0.3576,0.4611,low 1729,Rwanda,2020,rural,Finance,Mid_Level,12.73,426368,0.1654,355862,0.2865,101953,39,0.7384,0.8606,494.06,0.0661,0.6003,0.7679,0.6437,moderate 1730,Rwanda,2021,rural,Education,Junior,13.04,398226,0.1657,332256,0.3147,104557,44,0.6863,0.7718,463.63,0.0818,0.596,0.6859,0.6412,moderate 1731,Rwanda,2018,rural,Social_Services,Senior,12.14,383241,0.1475,326695,0.3166,103432,47,0.6028,0.8852,536.11,0.0772,0.7013,0.689,0.6816,high 1732,Ethiopia,2020,urban,Agriculture,Director,114.15,1440467,0.2841,1031289,0.2429,250520,7,0.4919,0.5991,290.47,0.0633,0.3028,0.2249,0.3998,low 1733,Senegal,2022,capital,Infrastructure,Mid_Level,17.07,375784,0.1407,322927,0.3874,125086,22,0.5546,0.8031,206.15,0.0488,0.5362,0.4548,0.5862,moderate 1734,Tanzania,2023,urban,ICT,Junior,65.05,1137819,0.2052,904320,0.3016,272717,18,0.6521,0.7106,197.28,0.0582,0.5006,0.4341,0.5192,moderate 1735,DRC,2025,rural,ICT,Junior,108.36,593379,0.4429,330598,0.1303,43088,6,0.4762,0.6385,106.86,0.0635,0.3351,0.1711,0.3333,critical 1736,Nigeria,2022,capital,Education,Junior,218.92,4482248,0.2044,3566119,0.3755,1338903,23,0.5365,0.7865,275.05,0.0499,0.4767,0.3244,0.5484,moderate 1737,Nigeria,2018,urban,Education,Director,198.33,4435162,0.232,3406168,0.3533,1203291,25,0.5838,0.7534,681.68,0.0701,0.5446,0.3303,0.5433,moderate 1738,Botswana,2023,capital,Education,Mid_Level,2.56,122059,0.0967,110251,0.5439,59970,50,0.6269,0.9095,486.81,0.0828,0.6119,0.7682,0.7612,high 1739,Nigeria,2025,capital,Security,Senior,235.75,4180272,0.2062,3318315,0.3978,1320188,20,0.6537,0.6822,469.32,0.0715,0.4484,0.389,0.534,moderate 1740,Tanzania,2022,remote,Health,Junior,63.15,1238374,0.3181,844421,0.1733,146328,18,0.6532,0.6962,317.27,0.0615,0.5606,0.3389,0.4532,low 1741,Mozambique,2023,remote,Justice,Junior,32.13,316716,0.4061,188082,0.1,18808,13,0.6276,0.6674,91.37,0.0539,0.2891,0.17,0.352,low 1742,DRC,2024,capital,Health,Mid_Level,105.0,559471,0.3085,386862,0.1808,69959,5,0.5287,0.6474,132.13,0.0533,0.2871,0.2128,0.3777,low 1743,Tanzania,2018,capital,Education,Junior,56.11,870477,0.2103,687405,0.3315,227902,18,0.5299,0.6762,287.61,0.0654,0.5709,0.3234,0.5162,moderate 1744,South Africa,2019,rural,Education,Junior,59.58,2969104,0.1904,2403787,0.3965,953008,49,0.7246,0.8306,580.64,0.0842,0.7613,0.6528,0.69,high 1745,South Africa,2025,capital,Agriculture,Senior,62.5,3703674,0.1792,3040115,0.523,1589955,44,0.6335,0.8754,607.9,0.0775,0.7882,0.7308,0.7292,high 1746,Ethiopia,2021,capital,Education,Junior,117.0,1222300,0.3255,824405,0.2394,197348,7,0.5623,0.5946,112.52,0.0535,0.2698,0.2027,0.3824,low 1747,Nigeria,2023,urban,Social_Services,Director,224.39,4901375,0.2661,3597196,0.3725,1339864,23,0.5552,0.7011,710.13,0.0683,0.5485,0.423,0.5364,moderate 1748,Ethiopia,2024,rural,Security,Junior,126.0,1494071,0.3417,983567,0.1404,138126,10,0.4667,0.7037,116.42,0.0648,0.2683,0.2278,0.3799,low 1749,Botswana,2021,urban,Security,Mid_Level,2.49,114010,0.1383,98239,0.5765,56639,39,0.7391,0.8252,431.7,0.074,0.6703,0.6024,0.7081,high 1750,Senegal,2024,rural,ICT,Junior,18.0,409540,0.1811,335373,0.2528,84795,20,0.6115,0.7868,210.71,0.0526,0.4879,0.3587,0.5206,moderate 1751,Ghana,2023,urban,Social_Services,Executive,33.3,802073,0.2097,633907,0.417,264347,19,0.634,0.7472,1125.5,0.0649,0.5579,0.4418,0.5614,moderate 1752,Senegal,2024,urban,ICT,Mid_Level,18.0,428514,0.1853,349129,0.3123,109023,19,0.634,0.8133,288.41,0.0596,0.4627,0.404,0.5379,moderate 1753,South Africa,2021,rural,Agriculture,Junior,60.54,3206918,0.2675,2348934,0.3722,874348,33,0.632,0.8442,443.12,0.0876,0.6513,0.6481,0.6152,moderate 1754,Kenya,2021,urban,Agriculture,Mid_Level,51.68,1614939,0.1236,1415381,0.476,673741,43,0.5802,0.7775,630.15,0.0687,0.8007,0.7353,0.7158,high 1755,South Africa,2018,capital,ICT,Junior,59.11,3168934,0.136,2738075,0.5563,1523216,48,0.7246,0.7729,528.56,0.0852,0.6372,0.7182,0.7266,high 1756,Ethiopia,2023,capital,ICT,Junior,122.93,1356689,0.2337,1039692,0.231,240126,8,0.4998,0.6881,130.51,0.0512,0.3187,0.2179,0.4262,low 1757,Ghana,2022,remote,Education,Junior,32.62,700131,0.2785,505168,0.2099,106019,18,0.5833,0.8101,294.53,0.0641,0.5243,0.4368,0.4955,low 1758,Botswana,2021,urban,Education,Junior,2.49,113975,0.1246,99772,0.4676,46656,38,0.7082,0.8085,477.72,0.0692,0.6307,0.7166,0.6868,high 1759,Tanzania,2018,urban,ICT,Mid_Level,56.11,1042188,0.2092,824213,0.2799,230716,16,0.5472,0.7096,210.1,0.0626,0.4413,0.3407,0.4923,low 1760,Rwanda,2022,urban,Agriculture,Junior,13.35,425166,0.1231,372821,0.4653,173490,60,0.7177,0.7784,463.26,0.0783,0.7768,0.607,0.7407,high 1761,Senegal,2020,remote,Education,Mid_Level,16.18,337456,0.3188,229889,0.1741,40028,24,0.605,0.8218,324.11,0.067,0.4405,0.395,0.4807,low 1762,Rwanda,2024,urban,Administration,Senior,14.0,396433,0.0948,358840,0.4374,156959,55,0.7159,0.7725,859.11,0.0654,0.681,0.6402,0.7211,high 1763,Tanzania,2022,capital,Justice,Senior,63.15,1204260,0.2078,954068,0.3116,297245,14,0.4838,0.7832,298.97,0.0705,0.5148,0.4487,0.5248,moderate 1764,Senegal,2021,rural,Finance,Mid_Level,16.62,395586,0.1934,319088,0.2855,91109,24,0.6401,0.7107,188.52,0.0497,0.5221,0.344,0.5263,moderate 1765,Mozambique,2025,remote,Health,Mid_Level,33.89,314586,0.4495,173194,0.1,17319,14,0.6217,0.5903,103.44,0.0588,0.302,0.167,0.3331,critical 1766,Ethiopia,2024,remote,Finance,Senior,126.0,1591994,0.5443,725525,0.1315,95396,9,0.5437,0.6207,202.92,0.0518,0.2769,0.1984,0.3099,critical 1767,Tanzania,2021,capital,Education,Senior,61.31,1133744,0.1674,943991,0.3709,350083,21,0.5158,0.7601,331.26,0.061,0.5327,0.3214,0.5528,moderate 1768,Nigeria,2022,urban,Infrastructure,Junior,218.92,4795470,0.2289,3697642,0.3014,1114451,23,0.5099,0.7639,250.26,0.049,0.4625,0.3323,0.5197,moderate 1769,Kenya,2023,rural,Health,Junior,53.87,2100502,0.1585,1767654,0.3012,532331,38,0.5661,0.9261,356.9,0.0912,0.6708,0.559,0.6426,moderate 1770,Kenya,2021,remote,Infrastructure,Junior,51.68,2048223,0.1929,1653078,0.2079,343736,25,0.6587,0.791,403.69,0.0942,0.7234,0.5942,0.5667,moderate 1771,Tanzania,2022,capital,Infrastructure,Junior,63.15,1178590,0.1942,949684,0.3207,304591,14,0.5319,0.7887,293.06,0.0669,0.5712,0.452,0.5373,moderate 1772,Nigeria,2025,rural,Education,Mid_Level,235.75,4287586,0.2502,3214664,0.2257,725534,18,0.6078,0.7295,175.47,0.07,0.5134,0.3537,0.485,low 1773,DRC,2020,capital,Administration,Junior,92.57,628843,0.2898,446584,0.1962,87601,5,0.5174,0.633,108.09,0.0718,0.3199,0.1805,0.3841,low 1774,Nigeria,2024,capital,Administration,Junior,230.0,4173114,0.1818,3414334,0.3228,1101997,25,0.5651,0.6964,296.94,0.0531,0.4391,0.4269,0.5388,moderate 1775,Senegal,2018,rural,Agriculture,Junior,15.34,334825,0.1955,269375,0.2585,69639,22,0.6359,0.7449,293.0,0.0497,0.5632,0.3497,0.5238,moderate 1776,Nigeria,2024,urban,Health,Junior,230.0,5177296,0.2551,3856442,0.352,1357503,18,0.5872,0.7098,272.18,0.0543,0.5494,0.4327,0.5239,moderate 1777,Rwanda,2021,rural,Education,Junior,13.04,360080,0.1308,312963,0.3084,96531,55,0.7718,0.8427,646.34,0.0925,0.6133,0.6397,0.6836,high 1778,Ghana,2025,capital,Education,Director,34.71,939724,0.1813,769381,0.4678,359927,20,0.6147,0.7954,522.43,0.049,0.4518,0.4386,0.58,moderate 1779,Kenya,2023,rural,Education,Mid_Level,53.87,1617750,0.2113,1275877,0.3252,414955,40,0.6172,0.7789,368.85,0.0901,0.6269,0.7342,0.6314,moderate 1780,South Africa,2020,urban,Education,Junior,60.06,3223288,0.1619,2701402,0.4854,1311162,42,0.6307,0.8608,547.33,0.0669,0.6685,0.5434,0.6862,high 1781,Nigeria,2018,capital,Agriculture,Junior,198.33,4405071,0.2208,3432627,0.307,1053653,20,0.4948,0.6914,323.24,0.059,0.4291,0.4561,0.5138,moderate 1782,Ethiopia,2025,rural,Security,Senior,129.15,1658908,0.4191,963693,0.176,169579,10,0.501,0.5855,164.73,0.05,0.2607,0.1975,0.3479,critical 1783,Uganda,2025,capital,Education,Senior,50.57,392629,0.2648,288643,0.3038,87692,15,0.5031,0.7278,402.39,0.0486,0.4532,0.3818,0.4899,low 1784,Mozambique,2023,rural,Security,Mid_Level,32.13,276119,0.4457,153051,0.158,24182,10,0.5375,0.6251,149.28,0.0572,0.2906,0.233,0.3492,critical 1785,Uganda,2022,capital,Security,Senior,46.01,350161,0.2426,265214,0.3114,82591,15,0.6439,0.751,407.26,0.067,0.4455,0.327,0.4946,low 1786,Senegal,2025,rural,Education,Junior,18.49,365990,0.1736,302438,0.248,75019,22,0.5281,0.771,318.14,0.0718,0.55,0.391,0.5333,moderate 1787,Tanzania,2022,urban,Health,Senior,63.15,1196720,0.2089,946695,0.2822,267118,14,0.6182,0.7019,279.09,0.063,0.5307,0.3391,0.4956,low 1788,Senegal,2019,rural,Administration,Mid_Level,15.76,376975,0.2004,301430,0.2716,81870,22,0.6485,0.7914,217.62,0.0516,0.5461,0.3252,0.5287,moderate 1789,South Africa,2023,urban,Health,Mid_Level,61.51,3243171,0.1956,2608706,0.4517,1178435,28,0.5442,0.8108,545.67,0.0756,0.6198,0.7752,0.6452,moderate 1790,Senegal,2018,urban,Administration,Mid_Level,15.34,319253,0.1925,257803,0.3521,90776,15,0.477,0.8162,217.18,0.0675,0.4315,0.3435,0.5273,moderate 1791,Ethiopia,2024,remote,Health,Junior,126.0,1613112,0.5312,756233,0.1166,88187,8,0.6031,0.6074,103.1,0.0558,0.2675,0.2029,0.3045,critical 1792,Rwanda,2020,urban,Education,Junior,12.73,424686,0.1084,378642,0.4373,165583,35,0.6588,0.898,545.02,0.0892,0.6275,0.7726,0.6944,high 1793,DRC,2019,urban,Infrastructure,Junior,89.7,528905,0.3162,361673,0.1773,64134,9,0.5546,0.6398,106.34,0.0679,0.3006,0.1997,0.3838,low 1794,South Africa,2018,capital,Education,Mid_Level,59.11,3457074,0.182,2828004,0.5282,1493876,38,0.704,0.8196,512.16,0.0857,0.6446,0.5927,0.6782,high 1795,Mozambique,2020,rural,Education,Junior,29.66,265450,0.4315,150905,0.1607,24246,14,0.6096,0.6028,91.04,0.06,0.3019,0.2186,0.3598,low 1796,Mozambique,2019,remote,Education,Mid_Level,28.88,320403,0.4845,165167,0.1162,19194,13,0.6,0.6904,112.26,0.0567,0.3273,0.2064,0.3474,critical 1797,Tanzania,2022,urban,Education,Mid_Level,63.15,1296934,0.1814,1061622,0.2869,304614,14,0.5529,0.7183,278.07,0.0512,0.4621,0.3299,0.4983,low 1798,Nigeria,2018,rural,Administration,Senior,198.33,4401099,0.2504,3299101,0.2687,886355,19,0.6224,0.7674,341.22,0.0544,0.4427,0.386,0.5,moderate 1799,Ethiopia,2021,remote,Health,Mid_Level,117.0,1414570,0.4248,813649,0.1139,92650,9,0.5351,0.6153,86.46,0.0551,0.3303,0.2246,0.3426,critical 1800,Nigeria,2019,rural,Administration,Junior,203.29,3612819,0.2427,2736141,0.2164,592138,23,0.6478,0.7561,225.03,0.0674,0.4543,0.3424,0.494,low 1801,Uganda,2018,remote,Security,Mid_Level,40.56,346638,0.3858,212895,0.1448,30830,17,0.639,0.752,193.31,0.0715,0.4843,0.371,0.4306,low 1802,DRC,2018,capital,Agriculture,Mid_Level,86.92,479930,0.2767,347116,0.1815,63005,7,0.4969,0.6134,145.87,0.0716,0.287,0.2159,0.386,low 1803,Senegal,2024,capital,Administration,Mid_Level,18.0,402741,0.1463,343821,0.3544,121845,25,0.6418,0.6894,259.42,0.071,0.5557,0.4201,0.5655,moderate 1804,Tanzania,2019,urban,Health,Senior,57.79,1127277,0.2305,867439,0.2677,232176,23,0.6748,0.7762,460.89,0.0585,0.472,0.3447,0.5149,moderate 1805,Rwanda,2018,capital,Security,Junior,12.14,315556,0.0811,289961,0.529,153386,63,0.7312,0.8972,642.07,0.0867,0.7468,0.6801,0.7967,high 1806,Ethiopia,2025,urban,Justice,Junior,129.15,1389590,0.3452,909957,0.2417,219973,12,0.6174,0.6818,121.99,0.0705,0.2739,0.1662,0.4004,low 1807,Kenya,2021,urban,Security,Senior,51.68,1551866,0.1513,1317052,0.4532,596910,44,0.6452,0.8699,869.95,0.0805,0.6277,0.5329,0.682,high 1808,Nigeria,2018,urban,Security,Mid_Level,198.33,4219929,0.1835,3445531,0.294,1012978,23,0.6419,0.7803,286.81,0.0711,0.5666,0.4231,0.5511,moderate 1809,Kenya,2020,capital,Security,Junior,50.61,1583863,0.1063,1415447,0.5429,768389,25,0.6517,0.9183,556.5,0.066,0.7726,0.6899,0.7056,high 1810,Senegal,2020,rural,Health,Mid_Level,16.18,399006,0.2179,312073,0.2907,90726,21,0.6466,0.791,188.26,0.0699,0.5616,0.3762,0.5331,moderate 1811,Nigeria,2024,capital,Health,Junior,230.0,4577903,0.1646,3824282,0.3233,1236316,25,0.5989,0.7985,205.99,0.0501,0.5421,0.3758,0.5637,moderate 1812,Tanzania,2021,remote,Education,Mid_Level,61.31,1148296,0.2758,831645,0.1789,148788,17,0.5126,0.7396,244.1,0.0634,0.5656,0.4424,0.48,low 1813,Mozambique,2021,remote,Social_Services,Junior,30.47,269608,0.4259,154793,0.1,15479,11,0.518,0.7115,118.04,0.0531,0.3424,0.2011,0.3571,low 1814,Rwanda,2018,capital,Security,Mid_Level,12.14,377868,0.1094,336519,0.5314,178834,60,0.7939,0.8796,390.41,0.0795,0.6859,0.6606,0.7721,high 1815,Uganda,2021,rural,Education,Mid_Level,44.58,345405,0.4179,201075,0.1924,38687,17,0.5874,0.7328,296.14,0.0703,0.5391,0.4718,0.4471,low 1816,Ethiopia,2021,remote,Administration,Senior,117.0,1545233,0.5733,659307,0.1204,79408,10,0.5267,0.6714,161.08,0.0658,0.3005,0.1883,0.3114,critical 1817,Senegal,2019,urban,Security,Junior,15.76,298068,0.151,253069,0.3379,85508,18,0.5353,0.7807,286.94,0.071,0.4427,0.3699,0.5401,moderate 1818,Uganda,2018,rural,Health,Junior,40.56,332962,0.3397,219868,0.2027,44559,16,0.6213,0.7339,216.83,0.0609,0.4355,0.3267,0.4421,low 1819,Tanzania,2021,capital,Health,Mid_Level,61.31,1208339,0.1512,1025625,0.3424,351216,23,0.5509,0.7846,199.32,0.0704,0.4251,0.3672,0.5522,moderate 1820,Tanzania,2025,rural,Education,Senior,69.01,1390528,0.2627,1025297,0.2009,205966,15,0.6344,0.6992,332.68,0.0515,0.4408,0.4035,0.4614,low 1821,Kenya,2021,capital,Health,Junior,51.68,1550691,0.1046,1388540,0.5151,715216,24,0.561,0.861,573.11,0.0857,0.8026,0.5917,0.6812,high 1822,Nigeria,2018,capital,Health,Executive,198.33,4049920,0.2239,3142942,0.4124,1296113,24,0.5795,0.8064,960.25,0.0507,0.5072,0.4665,0.5754,moderate 1823,Tanzania,2024,urban,Social_Services,Mid_Level,67.0,1272779,0.1848,1037589,0.2798,290308,15,0.623,0.8235,214.59,0.052,0.4357,0.4406,0.5224,moderate 1824,Uganda,2022,rural,Health,Junior,46.01,413849,0.371,260290,0.1832,47672,12,0.5054,0.6846,182.46,0.0653,0.4646,0.3815,0.4203,low 1825,DRC,2022,urban,Finance,Senior,98.59,546123,0.4019,326613,0.1533,50074,6,0.4568,0.6739,170.46,0.0665,0.2669,0.2083,0.3515,low 1826,Tanzania,2018,capital,Agriculture,Junior,56.11,972806,0.1803,797369,0.3589,286208,20,0.5188,0.6863,231.45,0.0538,0.4709,0.3748,0.5322,moderate 1827,South Africa,2021,urban,Health,Junior,60.54,2981581,0.153,2525525,0.5379,1358378,34,0.5694,0.9098,464.88,0.0699,0.7528,0.6909,0.7121,high 1828,Ghana,2025,remote,Security,Junior,34.71,863471,0.2543,643929,0.2131,137229,31,0.5311,0.8064,255.9,0.0516,0.5534,0.4059,0.5341,moderate 1829,DRC,2021,rural,Health,Junior,95.53,600974,0.553,268611,0.127,34113,9,0.5914,0.5892,139.51,0.0665,0.2865,0.1928,0.3023,critical 1830,South Africa,2023,remote,ICT,Mid_Level,61.51,3543094,0.2811,2547020,0.2996,763195,43,0.76,0.9345,449.06,0.0953,0.7404,0.5819,0.6345,moderate 1831,Kenya,2018,rural,Education,Junior,48.55,1725919,0.1462,1473543,0.312,459703,41,0.5698,0.8711,397.51,0.0916,0.677,0.7312,0.6654,high 1832,Kenya,2023,rural,Infrastructure,Mid_Level,53.87,1623767,0.1824,1327535,0.3221,427611,37,0.5763,0.8568,486.21,0.0831,0.7337,0.614,0.6407,moderate 1833,Kenya,2022,urban,Justice,Senior,52.76,1731919,0.122,1520598,0.4635,704855,40,0.5632,0.8377,663.48,0.0885,0.6251,0.7223,0.6958,high 1834,Kenya,2023,rural,ICT,Mid_Level,53.87,1998197,0.1951,1608314,0.3531,567861,35,0.5647,0.9315,367.05,0.0948,0.6486,0.648,0.6464,moderate 1835,Kenya,2025,rural,Agriculture,Junior,56.15,1843021,0.1464,1573276,0.3283,516487,33,0.5797,0.8303,632.28,0.0911,0.6854,0.7748,0.6485,moderate 1836,DRC,2021,urban,Education,Senior,95.53,533257,0.32,362623,0.1878,68099,9,0.5784,0.6812,199.75,0.0502,0.3228,0.1799,0.3919,low 1837,Ethiopia,2019,remote,Health,Junior,111.37,1260178,0.5973,507495,0.1372,69631,7,0.5114,0.6805,130.48,0.0536,0.2846,0.2075,0.3038,critical 1838,Mozambique,2018,rural,Education,Senior,28.12,296746,0.4063,176167,0.1556,27402,8,0.4937,0.6528,209.93,0.0684,0.2894,0.2235,0.3565,low 1839,Nigeria,2019,capital,Education,Director,203.29,4119441,0.1985,3301699,0.3863,1275380,14,0.4923,0.6899,483.13,0.0589,0.4671,0.4457,0.5267,moderate 1840,DRC,2024,remote,Education,Mid_Level,105.0,544703,0.5376,251882,0.1,25188,7,0.5582,0.6941,88.29,0.0705,0.2588,0.2385,0.312,critical 1841,Kenya,2023,capital,Education,Junior,53.87,2054285,0.1068,1834842,0.527,966915,31,0.7156,0.811,555.49,0.0896,0.6405,0.5397,0.6722,high 1842,Tanzania,2022,rural,Social_Services,Junior,63.15,1263731,0.3079,874621,0.2428,212324,12,0.4801,0.8247,285.09,0.063,0.5602,0.3263,0.4761,low 1843,DRC,2024,rural,Social_Services,Senior,105.0,627151,0.3976,377779,0.1347,50901,9,0.5129,0.7129,159.6,0.0569,0.3427,0.2134,0.3693,low 1844,Kenya,2025,rural,Infrastructure,Junior,56.15,2170288,0.1801,1779341,0.3262,580381,35,0.5458,0.7728,534.92,0.0894,0.691,0.5695,0.616,moderate 1845,South Africa,2021,rural,Health,Mid_Level,60.54,3403013,0.2203,2653247,0.3709,984185,49,0.636,0.788,368.25,0.0872,0.7841,0.6995,0.6767,high 1846,South Africa,2025,rural,Education,Junior,62.5,3477905,0.244,2629177,0.3626,953265,40,0.6435,0.8245,540.22,0.0879,0.7658,0.6,0.6399,moderate 1847,Rwanda,2024,urban,Education,Senior,14.0,479141,0.1267,418447,0.4081,170766,43,0.7244,0.9021,751.92,0.0645,0.7004,0.5281,0.686,high 1848,Ethiopia,2020,rural,Health,Mid_Level,114.15,1419679,0.4082,840182,0.1539,129273,12,0.5567,0.7006,113.7,0.0623,0.3409,0.1699,0.3726,low 1849,Ghana,2020,remote,Finance,Junior,31.29,898901,0.2523,672139,0.217,145872,29,0.669,0.7413,181.59,0.0682,0.5454,0.358,0.5152,moderate 1850,Kenya,2020,urban,Health,Senior,50.61,1995763,0.1246,1747006,0.496,866465,41,0.7094,0.9298,671.09,0.0933,0.6157,0.6443,0.7108,high 1851,DRC,2022,capital,Security,Mid_Level,98.59,583646,0.3304,390795,0.1603,62634,6,0.4738,0.7088,139.67,0.0607,0.3144,0.212,0.3814,low 1852,Senegal,2020,capital,Infrastructure,Junior,16.18,395853,0.1288,344868,0.3924,135324,20,0.6223,0.8176,236.74,0.0491,0.5242,0.3407,0.575,moderate 1853,South Africa,2018,rural,Health,Junior,59.11,3075345,0.2237,2387537,0.4047,966191,34,0.6171,0.8853,598.11,0.0752,0.7275,0.6823,0.654,high 1854,Uganda,2020,capital,Security,Junior,43.2,326754,0.2469,246063,0.2695,66307,12,0.5391,0.8068,290.84,0.0556,0.4703,0.478,0.5015,moderate 1855,Mozambique,2023,rural,Health,Junior,32.13,301510,0.4365,169890,0.1617,27478,9,0.5704,0.6986,147.28,0.059,0.2783,0.2365,0.3601,low 1856,Ghana,2020,urban,Education,Mid_Level,31.29,690018,0.1851,562302,0.4362,245302,25,0.6838,0.8109,293.85,0.0626,0.5571,0.4088,0.5935,moderate 1857,Ethiopia,2019,remote,Infrastructure,Director,111.37,1293548,0.4905,659059,0.1296,85398,10,0.5302,0.6992,302.98,0.0483,0.3174,0.1651,0.3379,critical 1858,Senegal,2021,capital,Education,Executive,16.62,323189,0.1588,271852,0.3998,108695,17,0.6422,0.7052,1009.35,0.067,0.5395,0.3712,0.5496,moderate 1859,Kenya,2024,remote,Finance,Mid_Level,55.0,1846756,0.2119,1455488,0.2378,346143,28,0.6468,0.7931,351.55,0.0781,0.611,0.6662,0.5732,moderate 1860,Ghana,2022,capital,Education,Junior,32.62,838376,0.1467,715349,0.4468,319643,26,0.5811,0.6783,223.02,0.0558,0.4749,0.4726,0.5865,moderate 1861,DRC,2019,urban,Social_Services,Director,89.7,533077,0.3658,338095,0.1429,48302,9,0.5512,0.6473,264.46,0.0587,0.3212,0.1665,0.3626,low 1862,Rwanda,2022,capital,Justice,Junior,13.35,449015,0.0951,406321,0.4975,202160,45,0.6833,0.8225,457.98,0.0703,0.6675,0.731,0.7263,high 1863,DRC,2019,remote,Social_Services,Mid_Level,89.7,462422,0.6,184968,0.1,18496,7,0.4936,0.6268,114.46,0.0497,0.2764,0.2118,0.2853,critical 1864,Nigeria,2021,capital,Administration,Junior,213.58,3796540,0.1759,3128546,0.338,1057546,20,0.5045,0.8032,306.62,0.0556,0.5413,0.416,0.5567,moderate 1865,Botswana,2024,capital,Agriculture,Junior,2.6,99781,0.1288,86930,0.5405,46985,43,0.6179,0.9141,465.36,0.0697,0.7227,0.5734,0.7271,high 1866,DRC,2020,rural,ICT,Senior,92.57,492792,0.444,273986,0.1307,35801,6,0.5617,0.6463,221.52,0.0566,0.3391,0.1926,0.3368,critical 1867,Mozambique,2023,capital,Infrastructure,Junior,32.13,274352,0.2496,205880,0.1948,40100,15,0.6118,0.6811,116.64,0.0542,0.2842,0.1763,0.422,low 1868,Uganda,2022,rural,Education,Junior,46.01,326726,0.3544,210942,0.1711,36095,14,0.4911,0.6912,281.89,0.072,0.4542,0.3567,0.424,low 1869,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1086465,0.3102,749458,0.1927,144452,14,0.5363,0.7482,192.09,0.0694,0.5267,0.4692,0.4675,low 1870,Ethiopia,2025,rural,Social_Services,Mid_Level,129.15,1484944,0.4464,822013,0.1817,149385,11,0.5782,0.6138,143.84,0.0574,0.3112,0.2142,0.3559,low 1871,Kenya,2022,capital,Security,Junior,52.76,1716642,0.1021,1541396,0.4973,766492,26,0.576,0.9162,485.92,0.0926,0.6985,0.5665,0.6777,high 1872,Kenya,2024,urban,ICT,Junior,55.0,2111040,0.1347,1826749,0.4852,886268,28,0.6365,0.7842,591.65,0.0715,0.6848,0.6906,0.6628,high 1873,DRC,2021,rural,Security,Junior,95.53,620217,0.4653,331624,0.1235,40961,6,0.5119,0.6912,150.69,0.0705,0.318,0.1663,0.3317,critical 1874,Nigeria,2021,capital,Security,Junior,213.58,4883555,0.1756,4026184,0.3117,1254933,24,0.5428,0.6786,257.21,0.0713,0.4651,0.3854,0.5309,moderate 1875,Senegal,2019,rural,Education,Mid_Level,15.76,344326,0.2531,257191,0.2691,69199,24,0.5936,0.7205,222.09,0.0601,0.4538,0.3412,0.5016,moderate 1876,Rwanda,2020,capital,Education,Mid_Level,12.73,415231,0.0854,379757,0.5481,208144,35,0.7354,0.8529,492.77,0.0848,0.6948,0.6261,0.7132,high 1877,Kenya,2020,remote,Social_Services,Mid_Level,50.61,1950247,0.1934,1573034,0.2421,380863,33,0.5988,0.9211,599.75,0.093,0.7284,0.6178,0.6175,moderate 1878,Rwanda,2024,capital,Social_Services,Junior,14.0,460094,0.1038,412321,0.4418,182153,39,0.6466,0.816,610.19,0.0702,0.6826,0.5877,0.6814,high 1879,DRC,2019,urban,Social_Services,Mid_Level,89.7,605080,0.3464,395504,0.1522,60176,5,0.5192,0.5902,84.31,0.0625,0.2698,0.2048,0.3499,critical 1880,Mozambique,2022,rural,Education,Mid_Level,31.29,300295,0.3222,203533,0.1358,27638,8,0.526,0.6812,140.5,0.0536,0.2645,0.1748,0.3695,low 1881,Mozambique,2025,urban,Finance,Junior,33.89,368327,0.2821,264434,0.1735,45877,11,0.5788,0.6465,153.74,0.0689,0.3013,0.2352,0.401,low 1882,Kenya,2024,urban,Justice,Mid_Level,55.0,1947587,0.1361,1682494,0.4801,807741,43,0.6356,0.8741,538.52,0.0924,0.6889,0.5694,0.7004,high 1883,DRC,2019,capital,Health,Junior,89.7,474028,0.3675,299822,0.1725,51733,7,0.5688,0.6242,135.49,0.0677,0.2874,0.1982,0.361,low 1884,Senegal,2020,urban,Agriculture,Junior,16.18,352139,0.1618,295178,0.3018,89081,17,0.5751,0.6754,280.63,0.0697,0.5382,0.3703,0.5197,moderate 1885,Ghana,2021,rural,Security,Executive,31.94,796941,0.216,624837,0.2684,167721,31,0.6488,0.8046,1134.45,0.0712,0.5002,0.472,0.5585,moderate 1886,Senegal,2025,rural,Administration,Mid_Level,18.49,436318,0.2208,339987,0.2772,94250,25,0.6465,0.7393,294.44,0.069,0.5204,0.3927,0.5288,moderate 1887,Nigeria,2024,rural,Finance,Mid_Level,230.0,4856438,0.3226,3289757,0.2264,744783,17,0.634,0.8156,235.31,0.0699,0.4956,0.3468,0.475,low 1888,DRC,2023,capital,Health,Director,101.74,613692,0.2901,435662,0.1789,77958,8,0.5542,0.6303,279.73,0.0612,0.3114,0.2337,0.3913,low 1889,Ghana,2021,remote,ICT,Junior,31.94,685366,0.3125,471172,0.2354,110927,18,0.52,0.7764,296.45,0.0501,0.4796,0.3582,0.476,low 1890,Nigeria,2025,rural,Finance,Senior,235.75,4768273,0.3494,3102428,0.2212,686239,14,0.5441,0.7056,450.54,0.0608,0.4683,0.4438,0.45,low 1891,Mozambique,2022,rural,Education,Executive,31.29,327802,0.4385,184060,0.1552,28569,12,0.4674,0.6717,365.01,0.0711,0.2774,0.1894,0.3566,low 1892,South Africa,2022,urban,Security,Senior,61.02,3484018,0.1989,2791001,0.4905,1369076,40,0.7341,0.813,635.66,0.0643,0.7501,0.6988,0.6897,high 1893,Kenya,2020,capital,Health,Mid_Level,50.61,1608551,0.1341,1392871,0.5448,758842,40,0.7296,0.9334,572.24,0.0822,0.7651,0.6666,0.7359,high 1894,Nigeria,2021,capital,Security,Senior,213.58,4519074,0.1923,3649912,0.3726,1360048,23,0.6389,0.7487,343.88,0.0575,0.5612,0.3472,0.5557,moderate 1895,Senegal,2024,capital,ICT,Junior,18.0,423731,0.1572,357115,0.4154,148343,25,0.517,0.716,209.46,0.0648,0.5275,0.3675,0.5739,moderate 1896,Botswana,2024,urban,Education,Junior,2.6,125585,0.1014,112851,0.5924,66851,50,0.7182,0.8053,585.65,0.0919,0.7003,0.596,0.7482,high 1897,Uganda,2021,urban,Education,Mid_Level,44.58,339767,0.3047,236242,0.272,64258,16,0.6398,0.7419,200.55,0.0612,0.4995,0.4452,0.4876,low 1898,Mozambique,2024,rural,ICT,Junior,33.0,304180,0.3519,197126,0.1514,29841,10,0.4733,0.7121,106.65,0.0533,0.2873,0.1727,0.3777,low 1899,Senegal,2018,urban,Education,Senior,15.34,330982,0.1773,272285,0.3769,102621,25,0.6753,0.7498,285.89,0.0489,0.453,0.4527,0.5654,moderate 1900,DRC,2022,capital,Health,Senior,98.59,595090,0.278,429653,0.2014,86542,9,0.5324,0.6455,198.65,0.0561,0.345,0.2228,0.4069,low 1901,Rwanda,2023,rural,ICT,Junior,13.67,351441,0.1604,295063,0.3067,90497,55,0.7207,0.8192,419.4,0.0889,0.6309,0.5613,0.6662,high 1902,Mozambique,2021,capital,Security,Executive,30.47,327309,0.2666,240057,0.2092,50213,15,0.6238,0.6917,402.24,0.051,0.271,0.1807,0.4221,low 1903,Rwanda,2018,rural,Education,Junior,12.14,406712,0.1704,337412,0.308,103907,43,0.7325,0.9299,544.9,0.0782,0.7367,0.7229,0.6773,high 1904,South Africa,2018,urban,Social_Services,Mid_Level,59.11,2807220,0.1885,2278180,0.5199,1184346,34,0.6062,0.8184,647.97,0.0699,0.7692,0.658,0.6833,high 1905,Senegal,2025,remote,ICT,Senior,18.49,396147,0.2453,298973,0.1816,54294,24,0.5677,0.7402,280.44,0.0665,0.4417,0.3739,0.4867,low 1906,Kenya,2022,urban,Administration,Mid_Level,52.76,2006754,0.1244,1757141,0.3915,687846,40,0.5914,0.9068,632.91,0.0731,0.7548,0.6337,0.6916,high 1907,Rwanda,2020,urban,Security,Executive,12.73,359073,0.1169,317098,0.4391,139241,42,0.6944,0.8944,2260.86,0.0942,0.6175,0.6606,0.6975,high 1908,Senegal,2020,rural,Health,Junior,16.18,385020,0.2034,306691,0.27,82794,28,0.6046,0.7549,321.3,0.0659,0.4545,0.4487,0.5402,moderate 1909,Rwanda,2022,rural,Agriculture,Junior,13.35,438327,0.1153,387780,0.3751,145461,59,0.8398,0.771,481.29,0.0694,0.6735,0.6135,0.7068,high 1910,Nigeria,2022,urban,ICT,Junior,218.92,4271624,0.2431,3233367,0.3079,995481,22,0.6248,0.7818,276.26,0.0676,0.5742,0.3289,0.5288,moderate 1911,Nigeria,2021,rural,Health,Mid_Level,213.58,4476333,0.263,3299016,0.2329,768205,23,0.515,0.6952,297.71,0.0674,0.5136,0.3866,0.4943,low 1912,Mozambique,2018,remote,Education,Director,28.12,304522,0.3995,182853,0.1124,20550,15,0.6237,0.6647,240.95,0.0643,0.315,0.2071,0.3676,low 1913,Tanzania,2020,remote,Infrastructure,Junior,59.53,992830,0.3011,693894,0.166,115213,15,0.5629,0.7038,215.64,0.0509,0.4786,0.385,0.4457,low 1914,DRC,2021,rural,Infrastructure,Mid_Level,95.53,492913,0.4678,262315,0.1052,27604,7,0.5462,0.6886,123.62,0.0571,0.2788,0.2366,0.3317,critical 1915,Rwanda,2019,capital,Health,Executive,12.43,418484,0.0891,381197,0.429,163526,58,0.6882,0.7688,1947.93,0.0776,0.671,0.6899,0.7314,high 1916,Botswana,2023,urban,Health,Junior,2.56,128472,0.1102,114314,0.5119,58512,34,0.5844,0.8475,420.66,0.0851,0.6721,0.725,0.7023,high 1917,Mozambique,2022,urban,Social_Services,Director,31.29,277212,0.3075,191956,0.2058,39498,13,0.4744,0.5887,263.07,0.0499,0.2879,0.2298,0.3971,low 1918,Ghana,2020,urban,Education,Junior,31.29,852010,0.2038,678349,0.3759,254979,23,0.5378,0.8213,221.65,0.0562,0.4895,0.3329,0.556,moderate 1919,Senegal,2020,remote,Health,Junior,16.18,325828,0.2414,247177,0.2182,53930,24,0.6711,0.8036,268.71,0.0614,0.5014,0.4303,0.5179,moderate 1920,Mozambique,2023,rural,Finance,Mid_Level,32.13,288229,0.3919,175267,0.1448,25384,12,0.5498,0.6825,138.54,0.0559,0.2866,0.1613,0.3654,low 1921,Kenya,2018,capital,Justice,Senior,48.55,1570863,0.1377,1354479,0.4621,625905,41,0.6574,0.8861,685.34,0.0663,0.6484,0.7012,0.7015,high 1922,DRC,2025,rural,Justice,Junior,108.36,700884,0.5444,319306,0.1169,37312,7,0.4571,0.6077,88.07,0.0656,0.327,0.1687,0.3013,critical 1923,Botswana,2025,rural,Agriculture,Executive,2.64,132380,0.1494,112607,0.4363,49130,43,0.6024,0.799,2221.03,0.0956,0.6885,0.669,0.6848,high 1924,Nigeria,2020,rural,Health,Mid_Level,208.37,4275166,0.2401,3248541,0.2717,882695,25,0.5941,0.7838,302.31,0.0508,0.4377,0.4303,0.5248,moderate 1925,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,359076,0.1276,313250,0.3095,96948,47,0.7416,0.9063,470.39,0.0833,0.657,0.6437,0.679,high 1926,Uganda,2025,urban,Justice,Junior,50.57,385762,0.2871,274991,0.2978,81884,15,0.622,0.7981,267.63,0.0564,0.4796,0.4184,0.4997,low 1927,Ethiopia,2023,urban,Education,Junior,122.93,1253980,0.3101,865060,0.2418,209202,11,0.6246,0.672,100.84,0.0643,0.3296,0.2113,0.4153,low 1928,Nigeria,2021,rural,Health,Junior,213.58,3832958,0.2896,2722895,0.2683,730549,16,0.4914,0.7915,305.19,0.0608,0.4815,0.3889,0.4904,low 1929,Botswana,2023,rural,Education,Director,2.56,120713,0.184,98500,0.3364,33136,56,0.7301,0.8266,1174.2,0.0734,0.6292,0.529,0.6679,high 1930,Senegal,2020,urban,Security,Mid_Level,16.18,366179,0.1371,315968,0.3448,108936,24,0.6395,0.7237,314.27,0.0671,0.5528,0.4266,0.5684,moderate 1931,Ethiopia,2021,remote,Administration,Senior,117.0,1568790,0.6,627516,0.1289,80867,8,0.5382,0.6651,209.52,0.0599,0.3012,0.2396,0.3061,critical 1932,Tanzania,2021,capital,Security,Junior,61.31,1020402,0.185,831583,0.3818,317498,15,0.5385,0.7448,278.2,0.0575,0.4888,0.4321,0.5405,moderate 1933,Kenya,2025,urban,Agriculture,Senior,56.15,1795687,0.1522,1522402,0.4209,640704,26,0.5179,0.7706,883.94,0.0856,0.7616,0.7158,0.6455,moderate 1934,Botswana,2021,remote,Administration,Junior,2.49,121050,0.2369,92379,0.287,26513,34,0.6043,0.9331,564.78,0.0888,0.7865,0.5727,0.6234,moderate 1935,Ghana,2025,urban,Justice,Junior,34.71,823435,0.1699,683540,0.3675,251167,18,0.5393,0.7721,310.3,0.049,0.4275,0.4148,0.5444,moderate 1936,Ghana,2023,rural,ICT,Junior,33.3,827832,0.2799,596099,0.2899,172791,26,0.6824,0.7258,198.58,0.0511,0.5483,0.4571,0.5269,moderate 1937,Ethiopia,2019,rural,Agriculture,Junior,111.37,1476231,0.4064,876332,0.1774,155502,11,0.5105,0.6782,137.33,0.0555,0.2778,0.2259,0.3724,low 1938,Senegal,2023,rural,Education,Mid_Level,17.53,410379,0.2016,327648,0.2384,78101,21,0.6259,0.704,306.14,0.0541,0.5509,0.3449,0.5069,moderate 1939,Senegal,2023,rural,Security,Executive,17.53,333830,0.1857,271842,0.2237,60803,22,0.6414,0.6832,1167.64,0.0584,0.5662,0.3812,0.5117,moderate 1940,Tanzania,2025,rural,ICT,Mid_Level,69.01,1184916,0.296,834133,0.2231,186114,15,0.5564,0.8058,284.85,0.0522,0.5508,0.389,0.4841,low 1941,Ethiopia,2018,capital,Health,Mid_Level,108.65,1208967,0.2348,925112,0.2303,213079,12,0.5692,0.6482,136.79,0.0498,0.3344,0.1742,0.427,low 1942,Uganda,2018,urban,Health,Junior,40.56,347761,0.2597,257443,0.2343,60323,16,0.599,0.8103,198.19,0.0686,0.5313,0.4102,0.4993,low 1943,DRC,2020,rural,Education,Mid_Level,92.57,589343,0.4208,341362,0.1111,37923,9,0.5314,0.6566,153.02,0.053,0.3114,0.2219,0.3469,critical 1944,Kenya,2020,urban,Administration,Junior,50.61,1589352,0.1302,1382431,0.4794,662720,34,0.5922,0.8365,483.64,0.0873,0.7774,0.6035,0.6859,high 1945,Ghana,2023,rural,Justice,Mid_Level,33.3,711310,0.255,529952,0.2894,153385,26,0.5644,0.6897,203.4,0.0532,0.451,0.3591,0.5081,moderate 1946,Ghana,2018,urban,ICT,Mid_Level,30.01,715329,0.1959,575213,0.3815,219428,17,0.5761,0.7206,260.68,0.0522,0.4974,0.351,0.5318,moderate 1947,Ethiopia,2020,rural,Education,Junior,114.15,1194383,0.4514,655186,0.1619,106054,11,0.5497,0.7142,101.36,0.0658,0.2939,0.1901,0.3606,low 1948,Senegal,2023,remote,Justice,Junior,17.53,386733,0.2395,294129,0.1989,58509,20,0.5327,0.6782,313.8,0.0499,0.4744,0.3505,0.4741,low 1949,Botswana,2021,capital,Security,Junior,2.49,101330,0.0993,91266,0.541,49376,48,0.6317,0.8835,479.05,0.0703,0.6454,0.6571,0.7432,high 1950,Rwanda,2021,urban,Social_Services,Junior,13.04,378671,0.1043,339157,0.4275,144981,48,0.7058,0.8644,550.95,0.0665,0.6916,0.717,0.7213,high 1951,Nigeria,2021,rural,Agriculture,Mid_Level,213.58,3731968,0.316,2552714,0.2425,618994,14,0.5071,0.6842,260.54,0.0484,0.5514,0.4716,0.4716,low 1952,Senegal,2025,capital,Infrastructure,Senior,18.49,429548,0.1324,372672,0.4225,157443,22,0.6286,0.8204,486.94,0.0601,0.4485,0.4191,0.5873,moderate 1953,Uganda,2023,rural,Finance,Mid_Level,47.48,383723,0.424,221010,0.2203,48678,14,0.5678,0.7599,251.61,0.0494,0.5319,0.437,0.4449,low 1954,Ethiopia,2021,remote,ICT,Senior,117.0,1584263,0.5224,756682,0.1349,102086,12,0.5683,0.6046,142.45,0.0593,0.3212,0.2001,0.326,critical 1955,Mozambique,2024,rural,Education,Junior,33.0,350377,0.3564,225498,0.1626,36674,14,0.5479,0.6605,144.99,0.0689,0.3051,0.2378,0.3899,low 1956,Tanzania,2022,capital,Agriculture,Senior,63.15,1302148,0.1482,1109146,0.33,366025,18,0.6375,0.7824,314.53,0.0686,0.5246,0.4632,0.5566,moderate 1957,Ethiopia,2024,capital,ICT,Mid_Level,126.0,1730885,0.2449,1306913,0.2611,341259,8,0.4594,0.7142,105.85,0.0499,0.3324,0.1946,0.4339,low 1958,Botswana,2022,remote,Infrastructure,Junior,2.52,120081,0.2277,92739,0.2616,24258,46,0.6572,0.7735,443.48,0.0931,0.6581,0.578,0.6131,moderate 1959,Tanzania,2025,urban,Administration,Senior,69.01,1231173,0.1889,998618,0.2745,274145,14,0.5114,0.7456,346.23,0.0672,0.4695,0.3879,0.504,moderate 1960,South Africa,2018,capital,Justice,Mid_Level,59.11,3040704,0.1567,2564194,0.5333,1367356,49,0.674,0.8878,415.56,0.0779,0.7062,0.5472,0.7251,high 1961,Uganda,2022,rural,Health,Executive,46.01,323069,0.4169,188373,0.1995,37578,12,0.4843,0.7799,1152.67,0.0642,0.488,0.3476,0.4262,low 1962,South Africa,2024,rural,Education,Senior,62.0,3419674,0.2305,2631574,0.3719,978801,30,0.5503,0.8885,961.48,0.0802,0.6063,0.5377,0.6081,moderate 1963,DRC,2021,rural,Health,Junior,95.53,612652,0.4121,360204,0.1178,42422,9,0.4757,0.6426,92.02,0.0563,0.3371,0.2149,0.3505,low 1964,DRC,2018,capital,Education,Senior,86.92,560167,0.335,372489,0.1612,60060,10,0.5899,0.6161,169.67,0.0583,0.3079,0.19,0.3738,low 1965,Mozambique,2019,rural,Security,Junior,28.88,287686,0.315,197069,0.1421,28004,14,0.5713,0.7047,135.59,0.0667,0.2963,0.1739,0.3945,low 1966,Botswana,2025,rural,Administration,Mid_Level,2.64,117133,0.1435,100329,0.3722,37344,47,0.7769,0.906,503.94,0.0783,0.602,0.6113,0.6819,high 1967,Ethiopia,2025,rural,Infrastructure,Senior,129.15,1328049,0.4969,668166,0.1696,113310,7,0.5606,0.5958,195.08,0.0552,0.2741,0.2102,0.3235,critical 1968,South Africa,2021,capital,Social_Services,Junior,60.54,3322160,0.1586,2795102,0.4681,1308381,51,0.6929,0.7999,481.02,0.0833,0.5956,0.598,0.6942,high 1969,Senegal,2022,rural,Education,Junior,17.07,344052,0.1981,275888,0.2704,74597,19,0.5379,0.7198,266.9,0.0615,0.486,0.4212,0.5143,moderate 1970,Botswana,2023,capital,Education,Junior,2.56,126652,0.1019,113741,0.5444,61923,46,0.6937,0.9029,466.38,0.073,0.7227,0.7094,0.7543,high 1971,South Africa,2025,urban,Infrastructure,Junior,62.5,3796136,0.1837,3098962,0.4453,1379828,39,0.6679,0.8019,569.74,0.0848,0.6441,0.7773,0.6753,high 1972,Ghana,2025,urban,Finance,Senior,34.71,843453,0.2127,664010,0.3504,232667,28,0.6303,0.7269,424.0,0.0486,0.4596,0.3618,0.5456,moderate 1973,Botswana,2018,capital,Education,Junior,2.38,95216,0.0966,86013,0.6324,54392,34,0.6789,0.7742,362.19,0.0782,0.6752,0.6619,0.7188,high 1974,Botswana,2023,urban,Education,Senior,2.56,103696,0.141,89070,0.5418,48258,39,0.6194,0.828,790.99,0.0953,0.6618,0.7649,0.7146,high 1975,Rwanda,2019,capital,Infrastructure,Executive,12.43,371341,0.1075,331415,0.4998,165657,60,0.8094,0.8817,2138.49,0.0806,0.7959,0.6649,0.7764,high 1976,Tanzania,2020,remote,Security,Mid_Level,59.53,1130074,0.3101,779693,0.164,127878,14,0.6152,0.7748,298.64,0.0556,0.5743,0.3772,0.4599,low 1977,Mozambique,2020,remote,Security,Director,29.66,307600,0.4313,174924,0.1045,18272,14,0.5542,0.6772,239.98,0.0576,0.3306,0.2353,0.3614,low 1978,South Africa,2020,capital,Health,Junior,60.06,3503438,0.1493,2980355,0.5062,1508782,46,0.7442,0.8266,620.41,0.0788,0.6499,0.7539,0.7186,high 1979,Nigeria,2019,remote,Agriculture,Director,203.29,3673999,0.3584,2357360,0.2002,471838,24,0.6625,0.7171,669.11,0.0574,0.4731,0.4032,0.4656,low 1980,Ghana,2023,urban,Education,Senior,33.3,951847,0.1701,789911,0.4253,335979,30,0.5755,0.7808,473.64,0.0658,0.4295,0.4167,0.5905,moderate 1981,Nigeria,2024,rural,Health,Junior,230.0,5016238,0.2986,3518557,0.273,960475,18,0.6272,0.6803,301.15,0.0686,0.4793,0.3695,0.4755,low 1982,DRC,2025,rural,Agriculture,Junior,108.36,730536,0.5275,345202,0.117,40390,7,0.4644,0.6904,144.6,0.0565,0.2829,0.1802,0.3147,critical 1983,Tanzania,2019,remote,Justice,Junior,57.79,918643,0.2824,659212,0.1786,117717,14,0.5306,0.8186,262.18,0.0674,0.4406,0.3729,0.4632,low 1984,Ghana,2025,rural,Security,Mid_Level,34.71,807692,0.2482,607217,0.2423,147106,20,0.5832,0.6753,209.83,0.0517,0.4768,0.4573,0.4932,low 1985,Rwanda,2025,capital,Education,Senior,14.34,387847,0.1053,347019,0.4413,153147,54,0.6657,0.8924,758.72,0.0697,0.6795,0.6537,0.7362,high 1986,Ethiopia,2025,rural,Health,Mid_Level,129.15,1419715,0.4838,732903,0.176,129016,7,0.542,0.6755,102.12,0.063,0.2966,0.1986,0.3414,critical 1987,Uganda,2022,rural,Security,Mid_Level,46.01,392650,0.358,252091,0.2098,52880,12,0.5549,0.7452,220.33,0.0495,0.5015,0.3216,0.437,low 1988,Senegal,2021,urban,Security,Executive,16.62,404844,0.1928,326795,0.3996,130593,16,0.5271,0.7195,742.61,0.0683,0.5593,0.4168,0.5473,moderate 1989,Ghana,2025,rural,Finance,Junior,34.71,987221,0.2585,732065,0.2678,196011,19,0.6277,0.7953,256.45,0.072,0.483,0.4707,0.5145,moderate 1990,Botswana,2023,rural,Administration,Senior,2.56,107962,0.1927,87160,0.3886,33868,32,0.6607,0.8499,766.48,0.0772,0.6085,0.5669,0.624,moderate 1991,Uganda,2024,capital,Security,Mid_Level,49.0,359236,0.2189,280586,0.2895,81235,18,0.6477,0.733,181.92,0.0624,0.4876,0.3988,0.5112,moderate 1992,Rwanda,2021,rural,Education,Senior,13.04,381914,0.1349,330401,0.3786,125100,45,0.5949,0.7914,846.43,0.082,0.7073,0.5413,0.667,high 1993,South Africa,2019,urban,Finance,Junior,59.58,3160256,0.187,2569368,0.5152,1323615,42,0.6796,0.7992,531.39,0.0691,0.7447,0.6376,0.6951,high 1994,Rwanda,2022,rural,Education,Junior,13.35,447574,0.1362,386604,0.3266,126256,43,0.6559,0.8536,602.99,0.087,0.7028,0.7186,0.6753,high 1995,DRC,2024,capital,Agriculture,Junior,105.0,593733,0.3536,383795,0.1957,75119,9,0.5357,0.5959,93.13,0.0539,0.2885,0.2021,0.3715,low 1996,Botswana,2023,capital,Education,Junior,2.56,124086,0.1031,111288,0.5184,57692,43,0.6211,0.8278,597.2,0.0747,0.6317,0.5804,0.7067,high 1997,South Africa,2018,remote,Security,Mid_Level,59.11,3189795,0.257,2370124,0.2622,621443,35,0.7023,0.8914,435.16,0.0884,0.6147,0.5727,0.5913,moderate 1998,Ethiopia,2018,urban,Education,Director,108.65,1236278,0.2968,869403,0.1936,168302,7,0.4836,0.6025,272.03,0.0525,0.271,0.2118,0.3804,low 1999,Mozambique,2025,capital,Security,Mid_Level,33.89,347557,0.2757,251738,0.2166,54517,15,0.5026,0.6466,131.02,0.0698,0.2989,0.2382,0.4234,low 2000,Ethiopia,2023,rural,Social_Services,Mid_Level,122.93,1485135,0.4658,793359,0.1377,109257,12,0.6011,0.6679,88.95,0.0551,0.2778,0.1806,0.344,critical 2001,South Africa,2023,rural,Security,Junior,61.51,3718822,0.2611,2747958,0.38,1044293,37,0.6837,0.8344,396.56,0.0838,0.7416,0.6108,0.6326,moderate 2002,Tanzania,2025,remote,Agriculture,Junior,69.01,1062268,0.3485,692104,0.1838,127219,18,0.4902,0.6967,206.69,0.0631,0.4979,0.3364,0.4418,low 2003,DRC,2022,remote,Finance,Junior,98.59,605379,0.6,242151,0.1,24215,6,0.5345,0.6292,148.48,0.0651,0.2682,0.2297,0.2842,critical 2004,Mozambique,2023,rural,Education,Mid_Level,32.13,359737,0.3131,247099,0.1386,34249,15,0.5403,0.5897,91.3,0.0646,0.318,0.1692,0.381,low 2005,South Africa,2019,urban,Security,Junior,59.58,3116337,0.1752,2570220,0.4281,1100390,33,0.7114,0.9146,446.74,0.0918,0.7278,0.7752,0.6832,high 2006,Ethiopia,2025,rural,Finance,Junior,129.15,1563911,0.4029,933789,0.167,155932,7,0.5811,0.7107,99.07,0.0632,0.3272,0.2044,0.3683,low 2007,Rwanda,2025,urban,Education,Mid_Level,14.34,428514,0.0974,386793,0.5018,194081,53,0.6843,0.8367,461.51,0.0783,0.7059,0.606,0.7403,high 2008,South Africa,2024,remote,Infrastructure,Mid_Level,62.0,3710425,0.2499,2783259,0.2449,681529,29,0.6053,0.8213,518.16,0.0784,0.6349,0.6217,0.5701,moderate 2009,Kenya,2018,urban,Education,Junior,48.55,1477999,0.1466,1261353,0.4066,512927,38,0.7137,0.85,389.92,0.0837,0.61,0.7325,0.6718,high 2010,Tanzania,2024,urban,Education,Mid_Level,67.0,1230316,0.1699,1021296,0.3319,339018,16,0.6306,0.7994,216.37,0.0541,0.4847,0.4487,0.5438,moderate 2011,Tanzania,2019,urban,Security,Junior,57.79,901706,0.2188,704445,0.3101,218423,18,0.5289,0.7548,256.75,0.0579,0.5697,0.3279,0.5208,moderate 2012,Ghana,2021,remote,Education,Director,31.94,780771,0.2588,578713,0.1844,106694,22,0.662,0.8159,648.72,0.0508,0.4935,0.3868,0.4968,low 2013,Uganda,2019,capital,Education,Junior,41.86,355371,0.2298,273690,0.2562,70114,10,0.5704,0.7741,199.05,0.0688,0.5244,0.3446,0.4846,low 2014,Botswana,2020,remote,Finance,Junior,2.45,111033,0.1853,90462,0.3132,28333,52,0.7719,0.8699,558.21,0.0743,0.7796,0.5575,0.6762,high 2015,Tanzania,2020,remote,ICT,Mid_Level,59.53,1071228,0.2794,771905,0.176,135891,12,0.5175,0.7378,309.1,0.0712,0.5711,0.4478,0.4667,low 2016,Nigeria,2020,capital,Finance,Junior,208.37,4361393,0.1897,3534103,0.4022,1421422,18,0.5511,0.7889,263.5,0.0541,0.5265,0.4101,0.5601,moderate 2017,Mozambique,2018,rural,Administration,Junior,28.12,274045,0.3496,178242,0.1456,25951,15,0.5281,0.6933,144.36,0.0542,0.3245,0.239,0.3969,low 2018,DRC,2025,rural,Health,Junior,108.36,604678,0.4995,302670,0.1159,35080,8,0.5779,0.6085,149.18,0.0495,0.2788,0.2252,0.3158,critical 2019,Uganda,2019,capital,ICT,Director,41.86,366299,0.2087,289857,0.278,80569,12,0.4969,0.8206,499.76,0.0659,0.4327,0.407,0.5044,moderate 2020,Botswana,2018,capital,Education,Director,2.38,111457,0.1188,98217,0.541,53138,51,0.7423,0.8435,1386.95,0.0917,0.7967,0.7791,0.7672,high 2021,DRC,2021,capital,Education,Junior,95.53,538894,0.3021,376070,0.1891,71118,8,0.5559,0.7113,87.53,0.0483,0.3149,0.2037,0.4003,low 2022,Uganda,2021,remote,Health,Mid_Level,44.58,402868,0.4403,225503,0.1536,34636,11,0.5194,0.6812,260.86,0.0622,0.5676,0.4221,0.407,low 2023,Mozambique,2018,remote,Education,Mid_Level,28.12,261339,0.53,122838,0.1219,14967,8,0.5391,0.6553,104.62,0.0562,0.3159,0.1834,0.3162,critical 2024,Senegal,2018,rural,Security,Junior,15.34,384229,0.2504,288008,0.2917,84001,22,0.5413,0.7011,317.28,0.0694,0.5361,0.4017,0.5143,moderate 2025,Rwanda,2021,rural,Health,Mid_Level,13.04,412120,0.1586,346750,0.3311,114798,57,0.6397,0.8047,393.38,0.0749,0.6673,0.6172,0.6848,high 2026,DRC,2021,urban,Infrastructure,Senior,95.53,511635,0.3385,338445,0.1403,47469,5,0.5366,0.6989,159.04,0.0576,0.2739,0.1714,0.3623,low 2027,Senegal,2025,rural,Security,Senior,18.49,417476,0.1884,338833,0.2724,92292,25,0.5845,0.7675,371.52,0.056,0.5259,0.3596,0.5372,moderate 2028,Tanzania,2020,urban,Agriculture,Senior,59.53,1108455,0.2159,869133,0.2888,251041,18,0.504,0.7445,417.72,0.0523,0.5603,0.3868,0.5196,moderate 2029,Botswana,2023,urban,Security,Mid_Level,2.56,102219,0.1474,87151,0.5534,48225,44,0.7118,0.8094,580.69,0.0772,0.7641,0.5913,0.7184,high 2030,Ghana,2024,remote,ICT,Senior,34.0,902023,0.3024,629257,0.1852,116514,25,0.6114,0.6847,417.89,0.0516,0.5145,0.3956,0.4769,low 2031,Mozambique,2025,urban,Health,Mid_Level,33.89,334867,0.249,251491,0.2048,51493,14,0.5961,0.6122,101.17,0.0614,0.316,0.2383,0.4212,low 2032,Ethiopia,2018,rural,ICT,Junior,108.65,1488632,0.4136,872865,0.1704,148766,9,0.5908,0.7031,96.0,0.0659,0.2569,0.1821,0.3611,low 2033,Senegal,2022,rural,Education,Junior,17.07,338468,0.1935,272970,0.2276,62128,18,0.6271,0.7181,311.15,0.0539,0.4988,0.3468,0.4958,low 2034,Botswana,2018,urban,Education,Junior,2.38,104040,0.14,89474,0.5121,45821,33,0.5901,0.8629,648.05,0.0686,0.6629,0.6463,0.6859,high 2035,Botswana,2025,capital,Social_Services,Mid_Level,2.64,111859,0.1243,97958,0.5889,57691,36,0.6026,0.8208,446.91,0.0879,0.7337,0.7332,0.726,high 2036,South Africa,2022,urban,Health,Senior,61.02,2821482,0.1574,2377323,0.5201,1236396,46,0.5955,0.8683,586.71,0.0882,0.7483,0.7145,0.7322,high 2037,Ghana,2018,rural,Education,Mid_Level,30.01,860520,0.2007,687826,0.2879,198025,19,0.5777,0.7531,243.43,0.0634,0.5711,0.4488,0.5343,moderate 2038,Ethiopia,2025,capital,ICT,Junior,129.15,1333214,0.2729,969435,0.2217,214949,11,0.4766,0.6562,104.84,0.053,0.3338,0.2012,0.4167,low 2039,Botswana,2020,rural,Social_Services,Junior,2.45,99723,0.2012,79656,0.3678,29293,37,0.5709,0.7861,632.91,0.0943,0.7017,0.7,0.6422,moderate 2040,Rwanda,2024,urban,Security,Director,14.0,378739,0.0924,343745,0.4971,170865,56,0.6558,0.8164,1388.94,0.0798,0.7826,0.7377,0.7657,high 2041,South Africa,2021,rural,Security,Junior,60.54,3136762,0.2225,2438778,0.4029,982621,49,0.6036,0.9087,533.5,0.0645,0.6751,0.7509,0.6965,high 2042,Kenya,2020,rural,Agriculture,Mid_Level,50.61,1761242,0.1787,1446457,0.3587,518777,33,0.5735,0.8364,569.87,0.0792,0.7487,0.5823,0.636,moderate 2043,Botswana,2022,rural,Infrastructure,Mid_Level,2.52,119659,0.1841,97629,0.3668,35805,48,0.6746,0.8315,492.56,0.0771,0.6004,0.7129,0.6717,high 2044,Kenya,2022,capital,Education,Mid_Level,52.76,1856608,0.1307,1613904,0.4784,772171,42,0.5833,0.8692,461.47,0.0738,0.7932,0.7446,0.7261,high 2045,Mozambique,2019,capital,Social_Services,Junior,28.88,325952,0.2332,249940,0.2103,52556,8,0.538,0.6095,115.04,0.0701,0.2777,0.2108,0.4046,low 2046,Mozambique,2019,rural,Education,Mid_Level,28.88,312293,0.4425,174112,0.1621,28220,10,0.4799,0.5913,135.87,0.0525,0.327,0.2372,0.35,low 2047,South Africa,2019,capital,Infrastructure,Junior,59.58,3087501,0.1348,2671305,0.6031,1610938,44,0.6058,0.7658,578.8,0.0645,0.7799,0.6577,0.7357,high 2048,Ghana,2025,rural,Administration,Mid_Level,34.71,887797,0.2086,702590,0.2991,210160,26,0.5958,0.7588,209.84,0.0577,0.4436,0.3856,0.5344,moderate 2049,Nigeria,2021,remote,Infrastructure,Director,213.58,4871178,0.3073,3374030,0.1852,625024,17,0.6279,0.7491,466.78,0.0532,0.5261,0.3327,0.4602,low 2050,South Africa,2021,rural,Health,Mid_Level,60.54,3377287,0.2117,2662480,0.3182,847130,30,0.7073,0.8801,462.8,0.0907,0.6167,0.553,0.6006,moderate 2051,Ghana,2019,rural,Finance,Mid_Level,30.64,704616,0.2666,516750,0.3053,157784,23,0.5404,0.7695,213.42,0.0516,0.5174,0.4021,0.5245,moderate 2052,Kenya,2024,capital,Education,Mid_Level,55.0,2041112,0.1158,1804666,0.4717,851260,27,0.6024,0.9284,384.11,0.0822,0.5989,0.6046,0.6661,high 2053,Mozambique,2024,rural,Health,Mid_Level,33.0,288328,0.3646,183211,0.1556,28511,10,0.5324,0.65,145.44,0.0509,0.3045,0.1625,0.367,low 2054,Botswana,2018,capital,Security,Junior,2.38,121288,0.1088,108096,0.6345,68588,37,0.6165,0.8886,463.76,0.0802,0.7649,0.6893,0.7527,high 2055,Uganda,2024,capital,Agriculture,Mid_Level,49.0,404594,0.2485,304041,0.3201,97337,18,0.5256,0.6907,186.1,0.0518,0.5234,0.3866,0.5075,moderate 2056,Ghana,2020,remote,Administration,Mid_Level,31.29,772458,0.2725,561999,0.2075,116600,23,0.5044,0.7888,240.79,0.0533,0.5249,0.3916,0.5012,moderate 2057,Senegal,2020,capital,Health,Mid_Level,16.18,342668,0.1175,302396,0.42,127003,26,0.6022,0.8008,247.15,0.0521,0.5026,0.37,0.598,moderate 2058,Nigeria,2021,remote,Education,Junior,213.58,3795558,0.4326,2153640,0.1538,331244,24,0.5176,0.7879,219.05,0.054,0.452,0.3415,0.4378,low 2059,Botswana,2018,capital,Agriculture,Mid_Level,2.38,99973,0.1201,87970,0.6226,54769,57,0.7148,0.8287,641.95,0.0941,0.7897,0.6783,0.7892,high 2060,Kenya,2022,remote,Finance,Junior,52.76,2115454,0.2558,1574349,0.208,327521,26,0.6732,0.8162,558.92,0.0678,0.6308,0.7143,0.56,moderate 2061,Botswana,2025,urban,Health,Junior,2.64,108519,0.1479,92464,0.5152,47636,57,0.8065,0.8416,357.46,0.0951,0.5971,0.7426,0.7445,high 2062,Nigeria,2021,urban,Finance,Junior,213.58,4513907,0.2315,3468734,0.3059,1061202,20,0.5635,0.8131,308.86,0.0628,0.5698,0.38,0.5355,moderate 2063,Tanzania,2018,capital,Social_Services,Junior,56.11,1119169,0.1731,925446,0.2867,265349,18,0.5882,0.7427,300.71,0.0635,0.4797,0.435,0.5263,moderate 2064,Botswana,2020,rural,Education,Mid_Level,2.45,107427,0.1412,92258,0.3989,36805,41,0.6907,0.8568,362.48,0.0706,0.7421,0.6416,0.6838,high 2065,Nigeria,2021,capital,Education,Mid_Level,213.58,4767469,0.2059,3785749,0.3644,1379487,19,0.6068,0.7947,208.1,0.0651,0.4616,0.3251,0.535,moderate 2066,Kenya,2018,capital,Education,Junior,48.55,1487862,0.1031,1334486,0.4135,551810,31,0.6844,0.8591,369.49,0.076,0.6853,0.5648,0.659,high 2067,Rwanda,2020,urban,Infrastructure,Mid_Level,12.73,379562,0.0896,345555,0.4004,138344,61,0.7875,0.8767,623.96,0.0813,0.6105,0.7057,0.7433,high 2068,Ethiopia,2019,rural,Finance,Junior,111.37,1158192,0.402,692642,0.1645,113965,8,0.4692,0.6339,141.9,0.0668,0.3166,0.194,0.3568,low 2069,Senegal,2021,capital,Health,Junior,16.62,405080,0.1438,346837,0.3268,113329,22,0.5454,0.7391,275.86,0.0674,0.5301,0.4634,0.561,moderate 2070,Tanzania,2019,rural,Administration,Junior,57.79,1133762,0.3105,781743,0.2337,182668,14,0.5161,0.777,304.93,0.0486,0.4739,0.3574,0.4655,low 2071,Botswana,2021,rural,Infrastructure,Mid_Level,2.49,115548,0.1691,96014,0.4057,38951,34,0.545,0.9056,493.67,0.0736,0.6904,0.689,0.6679,high 2072,Botswana,2018,urban,Health,Senior,2.38,109003,0.1417,93560,0.563,52674,53,0.6782,0.7887,926.22,0.0923,0.7805,0.7772,0.7619,high 2073,Uganda,2022,urban,Social_Services,Junior,46.01,399320,0.3037,278038,0.2814,78231,13,0.5779,0.8123,198.69,0.0555,0.5257,0.4533,0.4967,low 2074,Ghana,2023,rural,Health,Junior,33.3,929965,0.2267,719125,0.27,194166,22,0.5638,0.7357,291.0,0.0589,0.5161,0.3908,0.5169,moderate 2075,Botswana,2024,capital,Health,Junior,2.6,133647,0.121,117482,0.5961,70030,42,0.6269,0.9276,478.08,0.0868,0.7652,0.691,0.7585,high 2076,Tanzania,2019,urban,Health,Director,57.79,1144748,0.1904,926790,0.3443,319056,14,0.4796,0.6953,768.78,0.0519,0.4352,0.3497,0.5063,moderate 2077,Tanzania,2021,urban,Education,Senior,61.31,1255914,0.1814,1028048,0.3478,357588,21,0.6516,0.684,450.16,0.0621,0.4307,0.4406,0.5338,moderate 2078,Ghana,2019,rural,Security,Mid_Level,30.64,656566,0.2774,474428,0.2504,118794,29,0.6508,0.6854,256.33,0.0711,0.5634,0.3434,0.5092,moderate 2079,Kenya,2019,capital,Justice,Junior,49.57,1508373,0.1147,1335308,0.5472,730723,30,0.6617,0.7895,536.34,0.0826,0.7849,0.7063,0.7007,high 2080,Mozambique,2018,urban,Health,Junior,28.12,321017,0.2829,230200,0.2198,50605,8,0.5927,0.7006,131.05,0.0508,0.3338,0.232,0.4159,low 2081,Nigeria,2019,remote,Administration,Junior,203.29,3936220,0.3505,2556567,0.1799,459937,24,0.6629,0.7014,257.67,0.0608,0.4926,0.4344,0.4652,low 2082,Nigeria,2023,urban,Education,Senior,224.39,4253234,0.22,3317659,0.3768,1250149,24,0.6316,0.7206,403.97,0.0634,0.4867,0.3258,0.5386,moderate 2083,Ghana,2020,urban,ICT,Mid_Level,31.29,690193,0.1657,575826,0.3875,223135,24,0.5075,0.8153,310.61,0.0702,0.4893,0.4533,0.582,moderate 2084,Tanzania,2023,urban,Health,Junior,65.05,1078924,0.2294,831466,0.3233,268796,23,0.6038,0.6877,246.66,0.0507,0.5602,0.3645,0.5266,moderate 2085,Tanzania,2019,urban,Social_Services,Mid_Level,57.79,896187,0.2172,701497,0.2649,185860,19,0.5962,0.7063,241.99,0.0481,0.4676,0.4191,0.504,moderate 2086,Nigeria,2020,capital,Security,Mid_Level,208.37,4621182,0.23,3558108,0.3596,1279503,18,0.5867,0.7939,246.3,0.0719,0.5206,0.3693,0.5355,moderate 2087,Ethiopia,2024,capital,Administration,Junior,126.0,1595937,0.294,1126676,0.2109,237619,11,0.5133,0.6346,90.95,0.0674,0.3324,0.1707,0.4022,low 2088,Mozambique,2024,remote,Health,Executive,33.0,280950,0.5457,127623,0.1099,14024,15,0.5328,0.6319,578.03,0.0651,0.309,0.2116,0.3254,critical 2089,Tanzania,2023,capital,Health,Junior,65.05,1057341,0.2001,845724,0.3254,275170,17,0.498,0.8056,176.54,0.05,0.5468,0.3409,0.5334,moderate 2090,Uganda,2024,urban,Justice,Junior,49.0,373332,0.268,273287,0.2854,77988,18,0.5282,0.7738,197.77,0.0671,0.565,0.3276,0.5047,moderate 2091,Uganda,2018,rural,Administration,Mid_Level,40.56,320716,0.3987,192831,0.188,36248,19,0.6361,0.8081,303.23,0.0704,0.4347,0.4654,0.456,low 2092,Ghana,2019,urban,Education,Junior,30.64,751956,0.1804,616305,0.3444,212268,22,0.5612,0.7762,262.12,0.0652,0.5426,0.4267,0.5594,moderate 2093,Rwanda,2019,urban,Finance,Junior,12.43,417181,0.0904,379488,0.528,200382,35,0.6841,0.8139,621.42,0.0904,0.6003,0.5257,0.6816,high 2094,Rwanda,2022,capital,Health,Director,13.35,416508,0.0772,384346,0.5026,193159,39,0.7161,0.7699,1153.19,0.0716,0.801,0.5403,0.7034,high 2095,Mozambique,2023,rural,Social_Services,Junior,32.13,355573,0.4532,194435,0.1316,25588,10,0.6151,0.6414,144.14,0.0682,0.283,0.1743,0.3366,critical 2096,Nigeria,2020,rural,Infrastructure,Mid_Level,208.37,4228394,0.3367,2804855,0.2115,593180,19,0.4924,0.6931,224.73,0.0696,0.482,0.3638,0.4548,low 2097,Ghana,2023,rural,Infrastructure,Junior,33.3,783018,0.2098,618731,0.2685,166102,20,0.6049,0.8092,213.14,0.0538,0.5597,0.4109,0.5331,moderate 2098,Uganda,2023,remote,Security,Mid_Level,47.48,366962,0.5289,172886,0.1592,27519,11,0.5595,0.6892,253.32,0.0501,0.5191,0.393,0.3797,low 2099,Botswana,2022,urban,Education,Junior,2.52,112956,0.1293,98346,0.5951,58526,41,0.6823,0.9218,565.35,0.0745,0.6821,0.7485,0.7503,high 2100,Ghana,2021,urban,Infrastructure,Junior,31.94,818279,0.2154,642031,0.4392,281981,26,0.674,0.7973,317.6,0.069,0.56,0.3567,0.5822,moderate 2101,Kenya,2019,capital,Security,Director,49.57,1992060,0.1369,1719322,0.5277,907226,35,0.6308,0.8739,892.03,0.0894,0.7331,0.5642,0.696,high 2102,Senegal,2023,rural,Justice,Senior,17.53,357065,0.2432,270237,0.2316,62582,20,0.5787,0.7957,465.24,0.0484,0.5356,0.4604,0.5161,moderate 2103,Mozambique,2025,urban,Health,Mid_Level,33.89,379681,0.2668,278397,0.1983,55206,15,0.5526,0.6667,155.68,0.0568,0.2796,0.1826,0.4166,low 2104,Ghana,2022,capital,Health,Junior,32.62,825407,0.182,675160,0.4237,286057,29,0.7006,0.786,271.42,0.0482,0.4923,0.3629,0.5863,moderate 2105,Ethiopia,2022,remote,Education,Junior,119.93,1579846,0.6,631938,0.1301,82204,7,0.536,0.6377,129.61,0.064,0.3276,0.1792,0.2964,critical 2106,Nigeria,2025,capital,Health,Senior,235.75,4663015,0.1992,3734056,0.3404,1271160,14,0.5049,0.7892,312.99,0.0718,0.5429,0.4558,0.5386,moderate 2107,Kenya,2024,rural,Finance,Director,55.0,1882569,0.1509,1598491,0.3293,526316,26,0.6322,0.9346,1381.41,0.0707,0.624,0.6127,0.6234,moderate 2108,Ghana,2019,rural,Justice,Mid_Level,30.64,793044,0.2338,607615,0.2525,153428,27,0.5933,0.7208,273.89,0.0571,0.4502,0.3974,0.5151,moderate 2109,Rwanda,2020,rural,Health,Senior,12.73,377558,0.1161,333716,0.299,99795,63,0.7603,0.8957,922.25,0.0742,0.7099,0.6891,0.7275,high 2110,Ghana,2024,urban,ICT,Mid_Level,34.0,945337,0.15,803534,0.3808,305958,20,0.6517,0.7102,281.95,0.0495,0.4551,0.3712,0.5469,moderate 2111,Nigeria,2024,urban,Social_Services,Senior,230.0,5279240,0.2409,4007245,0.3436,1376914,21,0.5156,0.752,454.08,0.0485,0.444,0.4161,0.527,moderate 2112,Nigeria,2024,urban,Administration,Junior,230.0,4552332,0.2658,3342446,0.3218,1075738,21,0.6603,0.7147,188.79,0.071,0.509,0.4745,0.5221,moderate 2113,Botswana,2024,urban,Finance,Mid_Level,2.6,105277,0.1237,92258,0.579,53413,58,0.8331,0.9286,355.7,0.0805,0.637,0.68,0.7798,high 2114,Kenya,2025,rural,Social_Services,Junior,56.15,1966115,0.1643,1643082,0.3252,534280,30,0.6774,0.844,560.12,0.0919,0.6579,0.6817,0.6258,moderate 2115,Ghana,2024,remote,Health,Mid_Level,34.0,833480,0.2743,604887,0.1884,113983,26,0.5739,0.7752,217.15,0.048,0.5401,0.3458,0.4984,low 2116,DRC,2020,urban,Education,Mid_Level,92.57,607483,0.3816,375648,0.1475,55399,6,0.5786,0.6175,99.75,0.0481,0.3247,0.2191,0.3535,low 2117,Rwanda,2020,capital,Justice,Junior,12.73,377457,0.1091,336290,0.4653,156487,46,0.717,0.8794,488.81,0.0779,0.6831,0.6464,0.7189,high 2118,Rwanda,2020,capital,Education,Mid_Level,12.73,368481,0.0993,331896,0.5238,173856,64,0.7821,0.8899,379.41,0.0883,0.7019,0.7453,0.7943,high 2119,DRC,2025,urban,Administration,Mid_Level,108.36,696798,0.356,448723,0.1578,70814,9,0.4591,0.6553,89.32,0.0541,0.3203,0.2204,0.3753,low 2120,Tanzania,2025,rural,Security,Director,69.01,1256120,0.2802,904092,0.2487,224878,20,0.627,0.7555,635.44,0.0636,0.5301,0.4074,0.4992,low 2121,Ghana,2019,capital,Infrastructure,Junior,30.64,748523,0.1374,645663,0.3754,242398,30,0.6279,0.7921,176.73,0.0549,0.4277,0.3205,0.5781,moderate 2122,Botswana,2018,urban,Health,Senior,2.38,107521,0.1132,95353,0.5816,55461,45,0.6496,0.8616,827.67,0.0819,0.7909,0.612,0.7491,high 2123,Kenya,2021,rural,Security,Director,51.68,1967172,0.1809,1611249,0.3329,536437,33,0.5614,0.8342,1086.11,0.0857,0.7355,0.7637,0.6456,moderate 2124,Ghana,2018,urban,Education,Mid_Level,30.01,664712,0.1794,545474,0.4031,219899,22,0.6145,0.7149,230.4,0.0698,0.4288,0.3637,0.5474,moderate 2125,South Africa,2025,capital,Education,Mid_Level,62.5,3463971,0.1588,2913906,0.5605,1633347,50,0.6775,0.8483,639.19,0.0681,0.7941,0.7666,0.7587,high 2126,Botswana,2025,capital,Agriculture,Senior,2.64,112117,0.1161,99105,0.5339,52913,34,0.7032,0.9318,556.39,0.0679,0.7186,0.5424,0.7053,high 2127,Ethiopia,2023,rural,Finance,Senior,122.93,1304138,0.3866,799948,0.1748,139804,7,0.494,0.6658,152.72,0.0595,0.3303,0.1816,0.3656,low 2128,South Africa,2021,capital,Security,Junior,60.54,3554937,0.127,3103514,0.5857,1817794,47,0.745,0.8898,421.34,0.0773,0.676,0.5827,0.7415,high 2129,Mozambique,2021,rural,Finance,Executive,30.47,323730,0.3752,202266,0.1399,28287,12,0.5368,0.6139,486.06,0.0641,0.2873,0.1827,0.3602,low 2130,DRC,2019,urban,Education,Senior,89.7,560594,0.3293,375980,0.1893,71190,8,0.4749,0.6928,207.4,0.06,0.276,0.2249,0.389,low 2131,Tanzania,2018,urban,Social_Services,Senior,56.11,1049363,0.159,882500,0.2926,258202,21,0.6228,0.7966,276.67,0.0706,0.4594,0.3732,0.5386,moderate 2132,Ghana,2024,urban,Security,Mid_Level,34.0,943349,0.1552,796902,0.3385,269787,26,0.6664,0.8135,234.99,0.0656,0.4836,0.371,0.5683,moderate 2133,Tanzania,2018,urban,Health,Junior,56.11,945989,0.2264,731792,0.2806,205334,21,0.647,0.7446,283.68,0.0556,0.4277,0.4335,0.5138,moderate 2134,Nigeria,2022,urban,Administration,Mid_Level,218.92,4280596,0.1848,3489524,0.3672,1281466,25,0.6242,0.7902,250.9,0.0537,0.5618,0.4301,0.5758,moderate 2135,Tanzania,2022,rural,Infrastructure,Junior,63.15,1191486,0.2118,939187,0.2052,192727,14,0.5293,0.8112,186.96,0.0566,0.5389,0.4581,0.5048,moderate 2136,Nigeria,2023,remote,Security,Mid_Level,224.39,4382881,0.3453,2869437,0.1779,510591,23,0.6187,0.7908,269.14,0.0656,0.4484,0.3718,0.4663,low 2137,Nigeria,2022,capital,Administration,Junior,218.92,3837842,0.2131,3019844,0.3269,987258,20,0.5363,0.6999,285.25,0.0573,0.5112,0.3546,0.52,moderate 2138,Senegal,2022,urban,Health,Mid_Level,17.07,381349,0.1897,309010,0.3845,118820,22,0.5074,0.7878,257.36,0.068,0.5117,0.3203,0.5551,moderate 2139,Ghana,2024,rural,Health,Mid_Level,34.0,856655,0.2486,643663,0.3127,201277,21,0.4987,0.7063,312.27,0.0531,0.5262,0.4463,0.5217,moderate 2140,Nigeria,2024,capital,Health,Executive,230.0,4637848,0.1651,3872156,0.3089,1196091,23,0.6639,0.7537,923.03,0.0649,0.4284,0.4638,0.5457,moderate 2141,Uganda,2020,capital,Education,Junior,43.2,334144,0.2606,247060,0.2998,74078,16,0.5156,0.7347,252.92,0.0617,0.453,0.4492,0.5002,moderate 2142,Ghana,2018,capital,Education,Mid_Level,30.01,655151,0.1285,570967,0.4165,237804,22,0.5275,0.7734,271.21,0.0509,0.4595,0.3784,0.5768,moderate 2143,Tanzania,2025,rural,Education,Director,69.01,1225385,0.2514,917368,0.2539,232879,20,0.5883,0.7651,802.3,0.0517,0.4771,0.3874,0.5018,moderate 2144,Nigeria,2025,capital,Health,Junior,235.75,4247145,0.2148,3334915,0.345,1150389,24,0.6405,0.7456,301.75,0.0504,0.5122,0.4168,0.5473,moderate 2145,South Africa,2019,capital,Infrastructure,Mid_Level,59.58,3303172,0.1345,2858743,0.4881,1395358,51,0.6224,0.9349,565.99,0.0841,0.6664,0.7456,0.7473,high 2146,Kenya,2025,rural,Security,Mid_Level,56.15,1716504,0.2159,1345859,0.2735,368083,34,0.6106,0.8969,570.73,0.0841,0.6107,0.5816,0.6032,moderate 2147,DRC,2018,remote,Health,Director,86.92,460917,0.6,184366,0.1,18436,9,0.5576,0.6849,341.55,0.0542,0.3392,0.2115,0.3053,critical 2148,Ghana,2019,urban,Infrastructure,Senior,30.64,834311,0.1657,696026,0.4068,283122,17,0.5395,0.8009,296.52,0.0565,0.4252,0.3237,0.5478,moderate 2149,Botswana,2019,capital,Infrastructure,Director,2.41,95073,0.1286,82849,0.6051,50128,36,0.6034,0.798,1466.97,0.0872,0.6589,0.5341,0.6981,high 2150,Ethiopia,2019,rural,Health,Mid_Level,111.37,1381662,0.4515,757782,0.142,107617,9,0.5301,0.6936,117.75,0.0578,0.2661,0.2156,0.3473,critical 2151,DRC,2022,rural,Security,Senior,98.59,658500,0.4431,366734,0.1086,39815,10,0.5745,0.7112,179.67,0.0711,0.266,0.2072,0.3454,critical 2152,Senegal,2021,capital,Education,Junior,16.62,317413,0.1698,263512,0.4376,115315,27,0.6972,0.7996,314.83,0.0527,0.4635,0.4579,0.5965,moderate 2153,Rwanda,2021,rural,Agriculture,Junior,13.04,365906,0.1583,307984,0.3392,104479,45,0.7039,0.8364,492.52,0.0857,0.6912,0.767,0.679,high 2154,Tanzania,2021,remote,Social_Services,Senior,61.31,1190830,0.3438,781425,0.1696,132565,18,0.5208,0.7072,270.19,0.0659,0.4437,0.4131,0.4432,low 2155,Nigeria,2019,capital,Infrastructure,Senior,203.29,3890107,0.2335,2981618,0.3071,915694,19,0.515,0.7224,267.84,0.0488,0.5319,0.4247,0.5199,moderate 2156,Botswana,2019,remote,Security,Junior,2.41,105597,0.1926,85261,0.3166,26990,44,0.602,0.7993,438.97,0.0769,0.7195,0.7707,0.6599,high 2157,Mozambique,2020,urban,Health,Junior,29.66,312222,0.3413,205646,0.2123,43651,9,0.5987,0.694,97.61,0.0704,0.3193,0.2226,0.3985,low 2158,Mozambique,2021,urban,Social_Services,Mid_Level,30.47,347371,0.2481,261200,0.1894,49474,13,0.564,0.6413,134.52,0.0656,0.307,0.1855,0.4133,low 2159,Mozambique,2022,rural,Social_Services,Mid_Level,31.29,312573,0.3101,215652,0.1296,27951,10,0.5564,0.688,153.12,0.0624,0.3206,0.2097,0.3861,low 2160,Ghana,2021,rural,Finance,Mid_Level,31.94,897093,0.2461,676291,0.2464,166661,25,0.6816,0.69,320.68,0.0717,0.5091,0.3732,0.5043,moderate 2161,Senegal,2018,capital,Education,Senior,15.34,382289,0.1241,334841,0.3826,128106,22,0.5669,0.756,470.63,0.0585,0.4457,0.4265,0.5702,moderate 2162,DRC,2018,remote,Administration,Junior,86.92,529471,0.6,211788,0.1,21178,7,0.6025,0.615,121.89,0.0508,0.2822,0.2281,0.2858,critical 2163,Kenya,2023,urban,Health,Senior,53.87,1771212,0.1369,1528752,0.4048,618867,35,0.6519,0.8229,752.66,0.077,0.7415,0.6614,0.6682,high 2164,Nigeria,2025,capital,Health,Junior,235.75,4175476,0.2021,3331730,0.3276,1091522,14,0.5197,0.7514,282.14,0.0585,0.5694,0.3519,0.5212,moderate 2165,Mozambique,2022,urban,Social_Services,Junior,31.29,356203,0.313,244728,0.2014,49282,12,0.5254,0.5877,149.89,0.0671,0.2671,0.1698,0.384,low 2166,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,294397,0.421,170451,0.1799,30671,13,0.626,0.7849,251.66,0.0687,0.4342,0.3322,0.4166,low 2167,South Africa,2019,capital,Security,Mid_Level,59.58,3087598,0.1692,2565233,0.5104,1309243,30,0.6008,0.8953,492.23,0.0953,0.7748,0.7256,0.6946,high 2168,DRC,2024,rural,Administration,Mid_Level,105.0,605909,0.4216,350449,0.1313,46003,7,0.5741,0.7128,112.71,0.0562,0.2703,0.198,0.3487,critical 2169,DRC,2023,urban,Infrastructure,Mid_Level,101.74,569302,0.2914,403415,0.1509,60884,9,0.5003,0.5868,114.6,0.0644,0.3227,0.1931,0.377,low 2170,Tanzania,2022,rural,Administration,Mid_Level,63.15,1201860,0.2216,935503,0.2187,204551,22,0.5282,0.7215,276.69,0.0696,0.4339,0.4593,0.5018,moderate 2171,Senegal,2019,remote,Administration,Senior,15.76,390681,0.3198,265739,0.2165,57530,22,0.5816,0.6908,311.12,0.0637,0.4441,0.4708,0.4743,low 2172,Senegal,2019,capital,Education,Junior,15.76,311890,0.1491,265402,0.3597,95468,25,0.5829,0.7821,281.24,0.0513,0.4335,0.4547,0.5713,moderate 2173,Nigeria,2023,capital,Security,Junior,224.39,3891044,0.1783,3197266,0.3876,1239346,18,0.5797,0.6955,188.9,0.0537,0.4959,0.4555,0.5468,moderate 2174,Tanzania,2024,capital,Health,Junior,67.0,1333472,0.1771,1097293,0.3669,402636,16,0.5793,0.7642,269.01,0.0593,0.4609,0.3886,0.537,moderate 2175,Botswana,2025,capital,Security,Director,2.64,121115,0.1115,107607,0.5105,54931,51,0.7909,0.9317,1026.24,0.0934,0.6728,0.681,0.7524,high 2176,Ghana,2019,capital,Agriculture,Mid_Level,30.64,872842,0.1449,746344,0.4676,349014,24,0.5307,0.7109,288.35,0.0678,0.4309,0.3856,0.579,moderate 2177,Ghana,2021,rural,Security,Senior,31.94,744329,0.2027,593419,0.2537,150529,31,0.6327,0.7079,439.32,0.0621,0.4801,0.3229,0.5267,moderate 2178,South Africa,2024,rural,Education,Junior,62.0,3060732,0.2435,2315314,0.3378,782046,35,0.6163,0.9316,488.03,0.0761,0.6937,0.707,0.6409,moderate 2179,Mozambique,2025,remote,Infrastructure,Mid_Level,33.89,321657,0.5336,150025,0.113,16958,11,0.547,0.6118,133.97,0.0541,0.2865,0.1654,0.3093,critical 2180,Tanzania,2019,capital,Security,Mid_Level,57.79,1052210,0.168,875387,0.3753,328491,22,0.6061,0.7737,294.47,0.0653,0.4587,0.4005,0.5588,moderate 2181,Kenya,2019,rural,Security,Executive,49.57,1545812,0.1807,1266436,0.3415,432494,42,0.7388,0.7993,2578.79,0.0954,0.7985,0.6795,0.6629,high 2182,Rwanda,2024,capital,Education,Junior,14.0,420700,0.1138,372805,0.5266,196302,48,0.7528,0.8586,487.29,0.0841,0.7025,0.6868,0.7409,high 2183,Senegal,2024,urban,Finance,Mid_Level,18.0,444084,0.157,374358,0.3887,145521,23,0.5054,0.7464,206.58,0.0516,0.4602,0.434,0.5668,moderate 2184,Rwanda,2023,urban,Infrastructure,Junior,13.67,457722,0.1267,399736,0.4987,199328,43,0.7554,0.9043,387.21,0.0749,0.6638,0.7098,0.7235,high 2185,Kenya,2022,capital,Education,Mid_Level,52.76,1938565,0.1204,1705125,0.4456,759784,37,0.745,0.795,508.52,0.076,0.6409,0.7476,0.6819,high 2186,Ghana,2025,urban,Education,Junior,34.71,898507,0.1459,767404,0.3846,295114,19,0.6058,0.8143,188.32,0.0667,0.5496,0.3482,0.5691,moderate 2187,Tanzania,2025,rural,Infrastructure,Mid_Level,69.01,1163218,0.2139,914424,0.2201,201270,20,0.6528,0.7395,214.55,0.0512,0.5653,0.357,0.5047,moderate 2188,Ghana,2025,capital,Health,Junior,34.71,865972,0.1503,735801,0.4714,346836,25,0.5312,0.7688,233.34,0.0643,0.5429,0.4777,0.6101,moderate 2189,DRC,2022,urban,Finance,Junior,98.59,582758,0.2923,412401,0.1525,62888,10,0.6093,0.5913,154.53,0.067,0.2552,0.2331,0.3776,low 2190,Rwanda,2025,urban,Justice,Junior,14.34,439411,0.118,387559,0.4705,182342,44,0.7063,0.9075,600.8,0.0682,0.6885,0.5301,0.7061,high 2191,Mozambique,2023,urban,Administration,Mid_Level,32.13,311744,0.3147,213649,0.1806,38589,9,0.4697,0.6608,148.0,0.0533,0.3234,0.163,0.3867,low 2192,DRC,2020,rural,Social_Services,Director,92.57,577509,0.4728,304443,0.1042,31717,6,0.5905,0.6608,271.68,0.054,0.2652,0.2201,0.3205,critical 2193,South Africa,2021,remote,Finance,Senior,60.54,2852479,0.2452,2153041,0.2516,541770,32,0.7178,0.9024,681.79,0.0806,0.707,0.6779,0.6054,moderate 2194,Ghana,2018,urban,Health,Director,30.01,728617,0.1963,585556,0.4336,253900,22,0.5153,0.7254,689.12,0.06,0.4362,0.3312,0.5499,moderate 2195,Senegal,2023,rural,Health,Senior,17.53,367723,0.1787,302013,0.2432,73461,25,0.628,0.7472,325.42,0.058,0.4822,0.3824,0.5272,moderate 2196,Kenya,2021,urban,Health,Junior,51.68,1607402,0.1405,1381540,0.4298,593801,38,0.5713,0.8236,404.11,0.0669,0.7574,0.554,0.672,high 2197,Senegal,2019,urban,Education,Director,15.76,397422,0.157,335038,0.3204,107359,21,0.5832,0.7449,445.13,0.0511,0.4462,0.3763,0.5373,moderate 2198,DRC,2022,remote,Education,Senior,98.59,542948,0.4878,278082,0.1,27808,6,0.59,0.7063,137.34,0.0527,0.2739,0.2329,0.3247,critical 2199,South Africa,2018,rural,Education,Mid_Level,59.11,2829312,0.256,2105134,0.3784,796674,28,0.5637,0.8443,509.35,0.0905,0.6763,0.761,0.621,moderate 2200,DRC,2019,remote,Administration,Mid_Level,89.7,613684,0.5785,258642,0.1,25864,5,0.4849,0.6586,147.07,0.0709,0.3071,0.2285,0.2952,critical 2201,Mozambique,2024,rural,Health,Mid_Level,33.0,328639,0.4282,187931,0.1477,27761,14,0.6321,0.6571,141.0,0.0615,0.3113,0.1981,0.3644,low 2202,DRC,2025,remote,Justice,Junior,108.36,647315,0.6,258926,0.1018,26354,10,0.578,0.68,90.76,0.066,0.2862,0.2292,0.304,critical 2203,Ghana,2018,remote,Infrastructure,Junior,30.01,773086,0.323,523344,0.2276,119127,28,0.6218,0.6873,304.43,0.0716,0.5417,0.3256,0.486,low 2204,Ethiopia,2024,urban,ICT,Junior,126.0,1327048,0.2749,962305,0.2367,227785,10,0.5768,0.631,147.33,0.0587,0.2671,0.2214,0.409,low 2205,Kenya,2022,urban,Education,Mid_Level,52.76,1589337,0.1345,1375533,0.4304,592008,40,0.6136,0.8047,445.95,0.0794,0.6391,0.6979,0.6784,high 2206,Kenya,2020,urban,Infrastructure,Junior,50.61,1878384,0.1434,1608958,0.4739,762488,35,0.6145,0.7992,481.07,0.0919,0.6204,0.576,0.6596,high 2207,Botswana,2023,urban,Administration,Junior,2.56,128360,0.1374,110727,0.5716,63296,41,0.6256,0.7674,586.22,0.0692,0.6425,0.5919,0.6996,high 2208,DRC,2024,urban,Finance,Mid_Level,105.0,704139,0.4019,421124,0.1668,70223,5,0.4666,0.618,113.79,0.0567,0.3013,0.193,0.3458,critical 2209,Tanzania,2023,capital,ICT,Senior,65.05,1112903,0.1687,925117,0.3827,354080,22,0.5692,0.6839,484.79,0.0637,0.529,0.3639,0.5504,moderate 2210,Ethiopia,2024,rural,Finance,Mid_Level,126.0,1453893,0.4081,860501,0.1673,143971,10,0.6163,0.6582,107.11,0.0549,0.3031,0.1696,0.3608,low 2211,Senegal,2022,urban,Education,Junior,17.07,374935,0.132,325429,0.3633,118234,19,0.646,0.754,292.09,0.0684,0.5568,0.4593,0.57,moderate 2212,South Africa,2019,urban,Security,Mid_Level,59.58,3261226,0.1832,2663910,0.4377,1166037,32,0.654,0.8713,595.23,0.0862,0.6386,0.5382,0.642,moderate 2213,Kenya,2021,urban,Justice,Mid_Level,51.68,2010600,0.1352,1738706,0.4121,716535,35,0.5854,0.7753,499.9,0.0772,0.6018,0.7075,0.6539,high 2214,Botswana,2023,capital,Security,Junior,2.56,115881,0.1175,102267,0.5758,58887,51,0.6798,0.8012,495.92,0.075,0.6268,0.6425,0.7392,high 2215,Kenya,2019,urban,Agriculture,Senior,49.57,1918834,0.1441,1642366,0.4919,807957,36,0.6847,0.896,896.18,0.0881,0.7845,0.6429,0.7041,high 2216,South Africa,2025,urban,Health,Junior,62.5,3370186,0.1378,2905781,0.4441,1290524,36,0.668,0.7931,522.46,0.0852,0.7554,0.6917,0.6803,high 2217,Mozambique,2020,remote,Administration,Junior,29.66,254743,0.4855,131062,0.1198,15705,14,0.6223,0.711,135.34,0.0519,0.2583,0.1721,0.3433,critical 2218,Botswana,2019,capital,Finance,Senior,2.41,92454,0.1256,80841,0.6495,52505,35,0.5481,0.8465,915.84,0.0876,0.6023,0.695,0.7252,high 2219,Botswana,2024,capital,Security,Mid_Level,2.6,106667,0.13,92801,0.5281,49011,54,0.7593,0.8026,563.4,0.0648,0.6446,0.5942,0.7288,high 2220,Ghana,2025,remote,Education,Mid_Level,34.71,993243,0.3199,675487,0.1829,123541,23,0.578,0.721,252.99,0.0657,0.5287,0.3762,0.4719,low 2221,DRC,2023,rural,Justice,Junior,101.74,593022,0.4598,320366,0.1147,36734,8,0.5411,0.6352,122.61,0.0649,0.3158,0.2209,0.3327,critical 2222,Uganda,2024,rural,Education,Senior,49.0,372245,0.3839,229339,0.2295,52623,13,0.5139,0.7023,483.92,0.0582,0.5426,0.3279,0.4363,low 2223,Uganda,2019,capital,Social_Services,Junior,41.86,377391,0.2557,280884,0.3369,94618,14,0.5603,0.6791,244.89,0.0622,0.4401,0.477,0.4989,low 2224,South Africa,2018,capital,Agriculture,Mid_Level,59.11,2887500,0.1816,2363145,0.4896,1156991,41,0.5875,0.7745,496.36,0.0898,0.7066,0.5963,0.676,high 2225,Ethiopia,2018,remote,Education,Mid_Level,108.65,1114296,0.4404,623545,0.1081,67421,7,0.5329,0.6366,141.69,0.0508,0.2938,0.1943,0.3287,critical 2226,Uganda,2019,capital,Health,Junior,41.86,324694,0.1972,260660,0.2905,75724,14,0.5469,0.7037,249.81,0.0574,0.5734,0.3273,0.504,moderate 2227,Tanzania,2018,rural,Education,Junior,56.11,1123475,0.2675,822994,0.2318,190754,12,0.5087,0.7139,289.13,0.0573,0.5116,0.4691,0.4762,low 2228,Mozambique,2025,capital,Infrastructure,Mid_Level,33.89,367587,0.299,257671,0.2308,59469,13,0.4782,0.6558,127.11,0.0647,0.3075,0.1928,0.4138,low 2229,Botswana,2021,remote,Education,Senior,2.49,115495,0.2053,91785,0.2806,25754,46,0.7455,0.7858,934.8,0.0888,0.6683,0.5226,0.6208,moderate 2230,Mozambique,2018,capital,Health,Junior,28.12,320073,0.2722,232940,0.2368,55154,12,0.5676,0.6995,102.86,0.0647,0.3359,0.2349,0.4332,low 2231,Ghana,2021,remote,Infrastructure,Junior,31.94,738955,0.2942,521545,0.1947,101569,17,0.5008,0.8024,307.38,0.069,0.5081,0.4696,0.4858,low 2232,Senegal,2021,urban,Finance,Junior,16.62,378029,0.1587,318038,0.4021,127890,17,0.4959,0.7277,207.33,0.0718,0.5088,0.3776,0.5511,moderate 2233,Rwanda,2023,urban,Education,Junior,13.67,383867,0.1139,340127,0.5059,172062,42,0.6923,0.8854,461.0,0.0796,0.6704,0.617,0.7145,high 2234,Uganda,2021,urban,Infrastructure,Senior,44.58,345344,0.3181,235487,0.2517,59280,14,0.573,0.7565,475.56,0.0558,0.4816,0.4153,0.4716,low 2235,Senegal,2022,rural,Social_Services,Junior,17.07,405210,0.2348,310057,0.2626,81416,19,0.6463,0.7857,213.59,0.0553,0.5316,0.4668,0.5221,moderate 2236,Tanzania,2021,remote,Education,Junior,61.31,1165225,0.2707,849832,0.1498,127306,20,0.5351,0.7013,188.36,0.0534,0.4626,0.3746,0.4587,low 2237,Kenya,2025,urban,Security,Junior,56.15,1784212,0.1565,1504932,0.4577,688850,41,0.6356,0.8631,500.66,0.0706,0.7682,0.6068,0.6948,high 2238,Uganda,2021,capital,Security,Senior,44.58,347065,0.2859,247838,0.2782,68944,18,0.61,0.8141,429.15,0.0599,0.487,0.4527,0.5092,moderate 2239,Kenya,2024,urban,Security,Mid_Level,55.0,1762359,0.1107,1567267,0.4603,721395,38,0.6843,0.8606,452.72,0.0717,0.6088,0.5585,0.6782,high 2240,DRC,2023,rural,Administration,Junior,101.74,667975,0.4987,334852,0.1128,37787,9,0.6147,0.6343,129.18,0.0543,0.2735,0.1719,0.3157,critical 2241,Ghana,2018,rural,Health,Mid_Level,30.01,833551,0.2733,605763,0.2631,159384,19,0.5662,0.7022,231.03,0.0617,0.5217,0.3549,0.4879,low 2242,Botswana,2019,rural,Administration,Mid_Level,2.41,110457,0.1786,90726,0.3412,30957,55,0.6571,0.8788,416.59,0.0866,0.7532,0.7127,0.7066,high 2243,Senegal,2021,rural,Agriculture,Mid_Level,16.62,365471,0.2166,286298,0.2702,77347,17,0.594,0.6972,283.73,0.0573,0.5509,0.3341,0.499,low 2244,Ghana,2021,capital,Social_Services,Junior,31.94,795075,0.1347,687949,0.4575,314744,21,0.6005,0.7005,227.74,0.0507,0.5076,0.3206,0.5711,moderate 2245,DRC,2025,urban,Security,Junior,108.36,602031,0.4098,355292,0.1778,63163,8,0.5723,0.6078,151.25,0.0589,0.3332,0.2189,0.3584,low 2246,Uganda,2020,rural,ICT,Junior,43.2,337972,0.3774,210435,0.1904,40065,13,0.5932,0.8124,255.64,0.0708,0.4402,0.3564,0.4373,low 2247,Senegal,2018,urban,Security,Junior,15.34,332288,0.1739,274486,0.3667,100662,23,0.6108,0.823,282.09,0.0698,0.5678,0.4575,0.5817,moderate 2248,Senegal,2018,urban,Education,Junior,15.34,344000,0.1434,294673,0.3606,106268,26,0.5848,0.8175,289.97,0.0673,0.4418,0.4707,0.5832,moderate 2249,DRC,2018,remote,Health,Junior,86.92,492619,0.6,197047,0.1008,19859,8,0.5684,0.6227,154.23,0.0578,0.3372,0.2223,0.2945,critical 2250,Mozambique,2020,urban,Security,Director,29.66,311979,0.3292,209283,0.2257,47234,10,0.5462,0.6642,249.09,0.0671,0.2786,0.2165,0.3983,low 2251,Tanzania,2022,rural,Infrastructure,Mid_Level,63.15,1028006,0.2965,723156,0.2174,157230,18,0.6314,0.7469,216.17,0.0544,0.5099,0.3666,0.4749,low 2252,Uganda,2020,capital,Finance,Mid_Level,43.2,348282,0.2489,261589,0.3079,80546,13,0.6184,0.7517,299.82,0.0614,0.4806,0.4382,0.5019,moderate 2253,Mozambique,2019,remote,Agriculture,Junior,28.88,282028,0.5208,135145,0.1,13514,10,0.6087,0.6313,95.46,0.0504,0.3107,0.2047,0.316,critical 2254,Kenya,2023,remote,Health,Junior,53.87,1734851,0.2184,1355893,0.2127,288417,33,0.692,0.7928,624.97,0.0932,0.7027,0.7436,0.5946,moderate 2255,South Africa,2023,urban,Agriculture,Junior,61.51,3255776,0.1936,2625553,0.5077,1332883,37,0.6798,0.9311,370.24,0.0746,0.6277,0.7688,0.7003,high 2256,Tanzania,2022,capital,Agriculture,Mid_Level,63.15,986485,0.2017,787548,0.3571,281223,12,0.6236,0.6989,175.04,0.0583,0.4461,0.4112,0.5094,moderate 2257,Ghana,2020,capital,ICT,Junior,31.29,762188,0.1468,650274,0.4625,300725,20,0.5152,0.8072,202.5,0.0686,0.5117,0.4517,0.5963,moderate 2258,Rwanda,2018,remote,Education,Junior,12.14,393240,0.1568,331560,0.2407,79821,52,0.6164,0.7993,496.72,0.0775,0.7121,0.7094,0.663,high 2259,South Africa,2020,urban,Education,Junior,60.06,2754206,0.1765,2268142,0.4464,1012515,45,0.5866,0.7752,435.41,0.078,0.7407,0.7,0.6903,high 2260,Botswana,2025,urban,Health,Senior,2.64,126971,0.1042,113736,0.462,52546,44,0.6439,0.8664,623.62,0.0947,0.7025,0.7152,0.7212,high 2261,Botswana,2019,urban,Social_Services,Junior,2.41,109909,0.1132,97463,0.5246,51126,53,0.7526,0.8933,413.5,0.0906,0.7239,0.538,0.7455,high 2262,Tanzania,2024,capital,Health,Senior,67.0,1029811,0.147,878402,0.2873,252372,22,0.5077,0.7309,311.32,0.0562,0.4686,0.4621,0.5428,moderate 2263,DRC,2024,remote,Security,Junior,105.0,570624,0.6,228249,0.1,22824,8,0.4584,0.6777,105.57,0.0591,0.3431,0.1772,0.2987,critical 2264,South Africa,2018,capital,Education,Mid_Level,59.11,3583902,0.1745,2958550,0.5748,1700642,45,0.6359,0.9228,511.87,0.0692,0.7946,0.6517,0.7456,high 2265,Rwanda,2019,rural,Education,Junior,12.43,347025,0.1485,295488,0.3151,93106,36,0.6223,0.8048,503.43,0.0787,0.6114,0.5838,0.6219,moderate 2266,Kenya,2020,urban,Social_Services,Junior,50.61,1589794,0.1081,1418008,0.4541,643858,31,0.6559,0.8823,363.41,0.0774,0.7983,0.5915,0.6853,high 2267,Senegal,2022,urban,Education,Senior,17.07,319548,0.1443,273438,0.3618,98921,27,0.5185,0.7651,263.26,0.0629,0.4867,0.3895,0.5743,moderate 2268,Senegal,2025,rural,Education,Executive,18.49,377004,0.2321,289515,0.2698,78124,26,0.5857,0.7794,1075.56,0.0585,0.5624,0.3603,0.5336,moderate 2269,Senegal,2019,rural,Education,Senior,15.76,329940,0.2092,260922,0.27,70449,27,0.6427,0.6891,338.56,0.066,0.5612,0.4214,0.5343,moderate 2270,Rwanda,2022,urban,Finance,Junior,13.35,347091,0.0873,316774,0.4783,151504,50,0.6464,0.9168,411.98,0.0864,0.7606,0.7385,0.7601,high 2271,South Africa,2024,rural,Finance,Mid_Level,62.0,3638631,0.2207,2835474,0.3785,1073091,31,0.6361,0.789,548.09,0.0761,0.6428,0.6138,0.6109,moderate 2272,Tanzania,2023,remote,Health,Junior,65.05,1243140,0.3391,821624,0.1589,130545,19,0.6395,0.7137,247.85,0.0485,0.5669,0.4483,0.461,low 2273,Nigeria,2022,remote,Education,Mid_Level,218.92,4732344,0.4246,2722856,0.19,517329,16,0.4949,0.7021,303.75,0.0576,0.5069,0.3241,0.4197,low 2274,Kenya,2021,urban,Infrastructure,Junior,51.68,1578283,0.1104,1404081,0.4994,701160,37,0.6759,0.9206,515.26,0.0837,0.7048,0.5658,0.7049,high 2275,Nigeria,2020,remote,Finance,Junior,208.37,4577492,0.3131,3144298,0.1875,589664,22,0.5534,0.7,242.24,0.0661,0.558,0.4505,0.4795,low 2276,Rwanda,2018,capital,Agriculture,Mid_Level,12.14,310603,0.0823,285048,0.4426,126166,45,0.7169,0.9253,376.86,0.0802,0.6732,0.6236,0.7211,high 2277,Botswana,2018,capital,Education,Mid_Level,2.38,111555,0.1181,98379,0.5793,56993,40,0.6093,0.7669,394.38,0.071,0.7999,0.7723,0.7376,high 2278,Ghana,2024,rural,Security,Mid_Level,34.0,887441,0.213,698374,0.32,223509,28,0.5632,0.752,293.38,0.0699,0.4826,0.3974,0.5476,moderate 2279,Rwanda,2020,urban,Education,Junior,12.73,372399,0.1067,332653,0.5008,166590,50,0.6635,0.8438,588.84,0.0794,0.7116,0.565,0.7277,high 2280,Botswana,2018,remote,Education,Junior,2.38,94637,0.2111,74659,0.3085,23031,50,0.7747,0.8137,444.4,0.0949,0.6909,0.737,0.6642,high 2281,Ghana,2022,capital,ICT,Junior,32.62,850078,0.1443,727421,0.4295,312452,25,0.557,0.8233,196.1,0.0586,0.4297,0.4292,0.5932,moderate 2282,South Africa,2021,urban,Security,Senior,60.54,3656747,0.1959,2940400,0.4688,1378562,45,0.5935,0.7882,731.83,0.0787,0.7012,0.6436,0.6834,high 2283,Uganda,2023,remote,Health,Junior,47.48,331331,0.396,200124,0.1719,34407,10,0.4936,0.739,218.9,0.0611,0.5736,0.4326,0.4304,low 2284,Rwanda,2021,rural,Administration,Junior,13.04,416611,0.1506,353884,0.3596,127245,37,0.6933,0.899,556.17,0.0703,0.6289,0.712,0.6637,high 2285,Botswana,2023,remote,Finance,Junior,2.56,124598,0.2309,95831,0.29,27787,51,0.664,0.8017,387.83,0.0733,0.7325,0.5872,0.6445,moderate 2286,Mozambique,2025,urban,Security,Mid_Level,33.89,309582,0.2945,218418,0.225,49146,15,0.525,0.6547,94.86,0.0593,0.2839,0.2344,0.4202,low 2287,Uganda,2023,capital,ICT,Mid_Level,47.48,338214,0.2688,247316,0.3052,75475,14,0.5053,0.7167,200.09,0.0673,0.4659,0.3952,0.4877,low 2288,Tanzania,2025,remote,Social_Services,Senior,69.01,1407953,0.3692,888164,0.1655,147015,13,0.5037,0.7417,322.22,0.0559,0.4338,0.4083,0.4271,low 2289,Uganda,2020,urban,Agriculture,Junior,43.2,343133,0.2426,259885,0.2899,75338,18,0.5002,0.798,302.75,0.0712,0.5492,0.4084,0.5223,moderate 2290,Ghana,2018,capital,Education,Junior,30.01,852872,0.1392,734132,0.4249,311924,32,0.5364,0.682,215.49,0.0534,0.4998,0.3873,0.5924,moderate 2291,South Africa,2022,capital,Security,Junior,61.02,3187470,0.1236,2793410,0.5883,1643232,43,0.6133,0.8673,481.1,0.0904,0.8016,0.5524,0.7391,high 2292,South Africa,2021,capital,Justice,Junior,60.54,3251285,0.1737,2686499,0.5221,1402525,48,0.6187,0.9211,587.44,0.0765,0.6224,0.6553,0.723,high 2293,Senegal,2023,capital,Administration,Senior,17.53,437832,0.1324,379847,0.3763,142948,18,0.5332,0.6968,290.68,0.0641,0.4485,0.3413,0.5395,moderate 2294,DRC,2022,rural,Justice,Mid_Level,98.59,538574,0.4941,272486,0.1245,33932,6,0.4681,0.7053,90.91,0.0547,0.2758,0.2314,0.3291,critical 2295,Mozambique,2022,remote,Social_Services,Senior,31.29,282538,0.4501,155363,0.1184,18391,15,0.6235,0.7083,195.32,0.0596,0.3013,0.1967,0.3606,low 2296,South Africa,2019,urban,Health,Junior,59.58,2979407,0.1824,2436073,0.5119,1246991,41,0.7136,0.8369,482.63,0.0806,0.609,0.6712,0.6884,high 2297,Nigeria,2024,urban,Social_Services,Junior,230.0,4618234,0.2587,3423484,0.3536,1210457,20,0.6014,0.6913,279.9,0.0627,0.4377,0.3399,0.5052,moderate 2298,Nigeria,2025,capital,Administration,Junior,235.75,4568063,0.2044,3634172,0.3736,1357704,19,0.5498,0.7498,280.1,0.0575,0.5068,0.3807,0.541,moderate 2299,DRC,2020,urban,Education,Senior,92.57,636050,0.2922,450212,0.15,67511,10,0.5144,0.6356,197.6,0.0565,0.2993,0.2321,0.3879,low 2300,Rwanda,2022,rural,Education,Junior,13.35,447593,0.1681,372373,0.3669,136639,38,0.7143,0.7683,528.97,0.0856,0.6845,0.6446,0.6429,moderate 2301,Nigeria,2023,remote,Education,Junior,224.39,4662818,0.3346,3102574,0.1635,507234,16,0.5127,0.7466,319.66,0.0679,0.5065,0.333,0.4432,low 2302,Senegal,2023,urban,Justice,Mid_Level,17.53,405054,0.1426,347308,0.3872,134473,25,0.5773,0.8195,199.06,0.0485,0.5395,0.4161,0.5921,moderate 2303,Uganda,2018,capital,Health,Junior,40.56,320737,0.1969,257586,0.3017,77725,15,0.5982,0.8169,187.37,0.0488,0.4459,0.374,0.5182,moderate 2304,Nigeria,2022,capital,Security,Director,218.92,4049679,0.1607,3398880,0.3874,1316557,23,0.5109,0.7676,528.56,0.0632,0.534,0.3556,0.5683,moderate 2305,Tanzania,2020,rural,Agriculture,Senior,59.53,1074848,0.2957,757063,0.2396,181385,19,0.5227,0.7165,390.02,0.0496,0.4318,0.328,0.4669,low 2306,Ethiopia,2025,rural,Social_Services,Director,129.15,1643238,0.4226,948848,0.159,150860,11,0.604,0.6929,298.73,0.0666,0.2979,0.1908,0.3644,low 2307,Tanzania,2020,capital,Education,Mid_Level,59.53,965985,0.2042,768689,0.2935,225626,13,0.5489,0.7084,190.44,0.0494,0.5041,0.3615,0.4976,low 2308,Ghana,2022,capital,Health,Junior,32.62,720646,0.1789,591688,0.4135,244670,26,0.6719,0.7069,305.7,0.0659,0.5344,0.4593,0.579,moderate 2309,Kenya,2019,urban,Infrastructure,Mid_Level,49.57,1598632,0.1149,1414988,0.5025,711023,34,0.5849,0.7869,528.08,0.0687,0.6334,0.7676,0.69,high 2310,Uganda,2018,capital,Security,Junior,40.56,293532,0.2454,221492,0.3176,70353,14,0.6029,0.7973,268.46,0.0619,0.5474,0.3224,0.5096,moderate 2311,Botswana,2022,capital,Education,Director,2.52,96658,0.1034,86667,0.5163,44743,46,0.7546,0.8315,1502.89,0.0781,0.7859,0.7402,0.7456,high 2312,DRC,2019,remote,Education,Mid_Level,89.7,489114,0.5728,208973,0.1031,21547,9,0.5447,0.7066,109.9,0.0522,0.3296,0.161,0.3101,critical 2313,Uganda,2024,capital,Education,Junior,49.0,370659,0.2154,290830,0.2647,76993,10,0.5845,0.7435,199.29,0.05,0.4668,0.3767,0.4832,low 2314,Ghana,2021,capital,ICT,Junior,31.94,784558,0.1734,648533,0.3961,256873,18,0.5508,0.7579,301.26,0.0568,0.5584,0.4074,0.5609,moderate 2315,Nigeria,2023,capital,Administration,Junior,224.39,4253364,0.2019,3394642,0.4097,1390654,18,0.524,0.8191,296.27,0.0639,0.4864,0.3873,0.5572,moderate 2316,Tanzania,2025,capital,Justice,Mid_Level,69.01,1416744,0.1801,1161571,0.3139,364592,21,0.6691,0.8111,219.21,0.0563,0.5382,0.4157,0.553,moderate 2317,Kenya,2018,capital,Health,Junior,48.55,1599867,0.1424,1372005,0.5054,693427,25,0.6193,0.8392,576.21,0.0923,0.6087,0.7748,0.6675,high 2318,Uganda,2018,rural,Administration,Senior,40.56,290499,0.318,198134,0.1725,34172,11,0.4724,0.683,388.98,0.0498,0.4888,0.4335,0.4358,low 2319,Botswana,2018,urban,Justice,Mid_Level,2.38,106217,0.1376,91597,0.5327,48794,45,0.7416,0.9074,460.53,0.0773,0.7632,0.6617,0.7399,high 2320,Senegal,2023,capital,Health,Mid_Level,17.53,422516,0.1334,366138,0.4371,160026,25,0.6507,0.8001,213.17,0.0559,0.4428,0.3809,0.5908,moderate 2321,Kenya,2018,rural,Social_Services,Junior,48.55,1694174,0.1924,1368242,0.3433,469695,44,0.6153,0.8069,606.16,0.0671,0.76,0.5547,0.6502,high 2322,Tanzania,2021,rural,Justice,Junior,61.31,1210955,0.301,846434,0.2437,206295,22,0.6537,0.7902,261.9,0.0674,0.5713,0.422,0.5085,moderate 2323,Rwanda,2019,capital,Social_Services,Executive,12.43,340615,0.1141,301767,0.469,141518,47,0.7722,0.9285,2080.35,0.0944,0.7719,0.7453,0.7472,high 2324,Rwanda,2024,urban,Health,Junior,14.0,366383,0.0969,330890,0.4004,132476,43,0.6899,0.789,444.72,0.0712,0.615,0.6958,0.6828,high 2325,Senegal,2025,rural,Security,Executive,18.49,434909,0.1769,357986,0.2344,83898,23,0.6167,0.7999,795.3,0.0715,0.5024,0.4673,0.5388,moderate 2326,Kenya,2022,capital,Education,Junior,52.76,1716011,0.1387,1477936,0.4623,683316,28,0.5871,0.8699,410.27,0.0656,0.7781,0.5822,0.6674,high 2327,DRC,2025,capital,Security,Mid_Level,108.36,583068,0.3411,384154,0.1739,66816,7,0.5878,0.7088,96.25,0.0644,0.2689,0.1628,0.3752,low 2328,Ethiopia,2019,rural,Security,Mid_Level,111.37,1517467,0.4644,812784,0.1438,116843,8,0.5473,0.6283,84.06,0.0486,0.2917,0.2019,0.3335,critical 2329,Mozambique,2023,rural,ICT,Senior,32.13,307437,0.3893,187742,0.1317,24730,15,0.566,0.6175,204.2,0.0597,0.3447,0.166,0.3668,low 2330,DRC,2020,remote,Finance,Junior,92.57,572894,0.6,229157,0.1,22915,6,0.494,0.617,111.57,0.056,0.3208,0.2079,0.2854,critical 2331,Kenya,2021,capital,Finance,Junior,51.68,2053977,0.1043,1839662,0.5316,978055,37,0.7084,0.9161,591.2,0.0829,0.6511,0.6916,0.721,high 2332,Senegal,2018,urban,Social_Services,Mid_Level,15.34,313262,0.1874,254552,0.3008,76572,27,0.6553,0.697,184.44,0.0708,0.4351,0.4758,0.5415,moderate 2333,DRC,2021,urban,Security,Mid_Level,95.53,554286,0.3802,343555,0.1576,54136,5,0.5706,0.6519,133.44,0.0618,0.3103,0.1775,0.3534,low 2334,Kenya,2025,urban,Administration,Senior,56.15,2095191,0.1328,1816852,0.377,684933,31,0.6549,0.8212,569.61,0.0806,0.6274,0.5996,0.6344,moderate 2335,Uganda,2022,capital,Health,Junior,46.01,378204,0.2816,271706,0.2765,75130,16,0.5114,0.7703,195.66,0.0683,0.5364,0.4289,0.5008,moderate 2336,Ghana,2018,rural,Health,Mid_Level,30.01,812629,0.2526,607326,0.3068,186326,28,0.659,0.7198,231.87,0.06,0.5129,0.4307,0.5359,moderate 2337,Botswana,2022,rural,Health,Junior,2.52,127648,0.149,108631,0.3429,37254,51,0.6395,0.8428,563.55,0.0795,0.7843,0.7483,0.7057,high 2338,Rwanda,2022,remote,Education,Junior,13.35,421000,0.1852,343013,0.2332,79985,46,0.6292,0.8053,460.27,0.0936,0.7703,0.6532,0.6401,moderate 2339,Kenya,2021,capital,Finance,Mid_Level,51.68,1959807,0.1131,1738178,0.5404,939297,42,0.5843,0.9185,416.85,0.0935,0.7274,0.6271,0.7351,high 2340,Senegal,2021,rural,Social_Services,Senior,16.62,356248,0.2462,268555,0.2538,68171,20,0.5353,0.7992,402.01,0.0583,0.5244,0.4578,0.52,moderate 2341,Tanzania,2019,urban,Education,Junior,57.79,988520,0.2187,772297,0.2852,220265,21,0.6638,0.7086,236.45,0.0512,0.5288,0.3972,0.518,moderate 2342,Uganda,2022,rural,Justice,Mid_Level,46.01,410282,0.4222,237061,0.2078,49271,10,0.5847,0.8088,258.5,0.0648,0.4784,0.4003,0.4306,low 2343,Rwanda,2024,rural,Health,Junior,14.0,404072,0.1377,348424,0.3636,126670,35,0.6907,0.8562,559.35,0.0803,0.7611,0.6336,0.6619,high 2344,Uganda,2020,rural,Finance,Junior,43.2,388470,0.3922,236130,0.1818,42931,17,0.5258,0.7397,207.61,0.0507,0.4849,0.4088,0.4402,low 2345,Rwanda,2020,capital,Education,Junior,12.73,392387,0.0876,358000,0.5091,182260,49,0.6472,0.891,550.28,0.0858,0.6861,0.6023,0.7404,high 2346,Uganda,2022,remote,Finance,Mid_Level,46.01,361701,0.5279,170770,0.1394,23807,14,0.5549,0.7843,283.2,0.0657,0.5349,0.3952,0.3985,low 2347,Mozambique,2019,remote,Education,Junior,28.88,256675,0.479,133729,0.1056,14121,13,0.5705,0.599,105.37,0.0695,0.324,0.2296,0.3344,critical 2348,Nigeria,2018,remote,Social_Services,Mid_Level,198.33,4173130,0.3408,2750931,0.1886,518725,23,0.5891,0.6792,237.45,0.0654,0.5306,0.3978,0.4642,low 2349,Nigeria,2025,capital,Health,Junior,235.75,5144364,0.221,4007328,0.3895,1560687,24,0.5858,0.7228,265.06,0.0578,0.5036,0.3424,0.5451,moderate 2350,Ghana,2021,urban,Health,Executive,31.94,687882,0.2102,543285,0.3365,182822,30,0.629,0.7045,838.8,0.0564,0.5441,0.3435,0.551,moderate 2351,Ghana,2019,rural,Agriculture,Junior,30.64,665105,0.2456,501744,0.2573,129075,26,0.5631,0.822,263.59,0.0617,0.5505,0.4789,0.5442,moderate 2352,Botswana,2024,urban,Social_Services,Junior,2.6,126274,0.1351,109218,0.538,58761,54,0.761,0.8868,622.92,0.0864,0.6486,0.5677,0.7404,high 2353,Mozambique,2022,urban,Security,Senior,31.29,293335,0.3356,194882,0.2127,41444,15,0.5094,0.645,195.15,0.0663,0.3371,0.2313,0.4103,low 2354,Nigeria,2019,urban,Security,Junior,203.29,4626026,0.2472,3482353,0.3626,1262545,24,0.5384,0.7383,272.75,0.0677,0.5357,0.3394,0.5371,moderate 2355,Ethiopia,2023,urban,Finance,Executive,122.93,1323356,0.2652,972465,0.214,208110,12,0.4925,0.5954,456.63,0.0632,0.2689,0.2244,0.4059,low 2356,Kenya,2024,urban,Health,Mid_Level,55.0,1759940,0.1321,1527470,0.4743,724456,25,0.51,0.7877,363.61,0.0723,0.6799,0.7227,0.6565,high 2357,Tanzania,2018,urban,Administration,Mid_Level,56.11,1109015,0.1967,890878,0.2708,241236,14,0.599,0.8046,245.13,0.0598,0.4925,0.3229,0.5058,moderate 2358,Senegal,2018,remote,Health,Junior,15.34,356805,0.2619,263364,0.2198,57887,15,0.6229,0.6952,205.72,0.0607,0.5557,0.3863,0.4755,low 2359,Ethiopia,2020,urban,Health,Senior,114.15,1540425,0.3371,1021074,0.2163,220907,10,0.5484,0.5917,168.6,0.0638,0.3313,0.1887,0.3856,low 2360,Tanzania,2024,rural,Administration,Executive,67.0,1040198,0.2574,772454,0.2424,187229,21,0.5109,0.766,1239.07,0.0534,0.4771,0.3832,0.4997,low 2361,Senegal,2021,rural,Health,Senior,16.62,324220,0.2431,245411,0.2189,53723,25,0.5739,0.7734,302.81,0.0609,0.4699,0.3206,0.5015,moderate 2362,Senegal,2023,capital,Administration,Mid_Level,17.53,327944,0.1696,272315,0.3417,93049,26,0.5731,0.7602,300.36,0.0492,0.527,0.3438,0.5591,moderate 2363,Mozambique,2023,capital,Health,Junior,32.13,333445,0.3057,231498,0.2465,57055,13,0.6058,0.6986,122.04,0.0535,0.3145,0.1713,0.4211,low 2364,Uganda,2024,urban,Education,Senior,49.0,346276,0.3213,235024,0.3122,73364,15,0.5956,0.6806,360.84,0.0692,0.4267,0.3665,0.4666,low 2365,Ghana,2020,rural,Security,Junior,31.29,715909,0.2712,521720,0.2541,132575,21,0.5248,0.7881,179.07,0.0552,0.5048,0.321,0.499,low 2366,Kenya,2025,rural,Security,Junior,56.15,1762184,0.1839,1438185,0.295,424212,37,0.5791,0.8869,446.87,0.0801,0.629,0.5866,0.6249,moderate 2367,South Africa,2021,urban,ICT,Junior,60.54,2808338,0.1727,2323460,0.4685,1088636,49,0.6355,0.9105,549.07,0.07,0.6801,0.648,0.7159,high 2368,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3240047,0.178,2663297,0.5484,1460551,39,0.6395,0.8071,389.41,0.0734,0.6803,0.7187,0.7011,high 2369,DRC,2019,rural,Health,Junior,89.7,510157,0.4742,268237,0.1085,29107,6,0.5343,0.6386,113.94,0.0554,0.2884,0.1747,0.3157,critical 2370,South Africa,2020,urban,Infrastructure,Director,60.06,3500452,0.1373,3019889,0.4549,1373656,49,0.6573,0.8462,1381.24,0.0814,0.596,0.5737,0.6958,high 2371,Rwanda,2018,capital,Health,Mid_Level,12.14,354080,0.0794,325981,0.4408,143706,63,0.6741,0.8082,522.29,0.07,0.6365,0.5389,0.7366,high 2372,DRC,2025,rural,Infrastructure,Senior,108.36,668577,0.4345,378072,0.119,44991,7,0.5119,0.683,137.85,0.0518,0.2885,0.1657,0.3365,critical 2373,Mozambique,2025,rural,Health,Mid_Level,33.89,367490,0.3698,231582,0.1432,33153,13,0.5079,0.6627,129.43,0.0673,0.3352,0.2353,0.3823,low 2374,Kenya,2019,rural,Security,Junior,49.57,1955084,0.2059,1552476,0.3463,537682,25,0.5419,0.9211,644.67,0.0729,0.6533,0.6787,0.619,moderate 2375,Senegal,2018,rural,ICT,Junior,15.34,362076,0.2182,283088,0.2397,67846,20,0.5889,0.7892,256.12,0.0702,0.4425,0.4732,0.5153,moderate 2376,South Africa,2022,urban,Health,Junior,61.02,3173831,0.2009,2536223,0.5331,1352007,29,0.5842,0.8485,605.03,0.0888,0.6404,0.5331,0.6502,high 2377,DRC,2019,rural,Health,Junior,89.7,590082,0.4612,317950,0.1379,43832,9,0.4982,0.586,121.96,0.0649,0.2973,0.2325,0.3325,critical 2378,DRC,2024,rural,Health,Junior,105.0,628943,0.432,357211,0.1322,47207,7,0.4811,0.6863,127.8,0.0527,0.3029,0.2156,0.3473,critical 2379,Mozambique,2021,urban,Security,Mid_Level,30.47,260501,0.2574,193455,0.2067,39985,10,0.615,0.6062,137.87,0.072,0.2862,0.2083,0.4027,low 2380,South Africa,2018,urban,ICT,Executive,59.11,3049686,0.1929,2461308,0.5435,1337721,35,0.702,0.7926,2574.66,0.0917,0.7022,0.6202,0.6763,high 2381,Mozambique,2025,capital,Infrastructure,Mid_Level,33.89,326843,0.2163,256136,0.1999,51198,15,0.6117,0.694,120.69,0.0639,0.3005,0.2142,0.4389,low 2382,Ethiopia,2024,urban,ICT,Director,126.0,1475390,0.3751,922002,0.2452,226117,7,0.4555,0.6769,351.06,0.054,0.2999,0.2031,0.3869,low 2383,Kenya,2021,capital,Education,Senior,51.68,1577005,0.1259,1378518,0.4993,688319,44,0.7749,0.9257,768.59,0.0653,0.6532,0.6436,0.7219,high 2384,Kenya,2018,capital,Education,Junior,48.55,1740538,0.1408,1495509,0.4643,694408,25,0.6072,0.8259,620.33,0.0778,0.6626,0.7082,0.6543,high 2385,DRC,2021,rural,Health,Junior,95.53,495197,0.5289,233269,0.1108,25855,6,0.5381,0.6603,106.74,0.0711,0.3122,0.2341,0.3142,critical 2386,Kenya,2020,urban,Finance,Junior,50.61,1531113,0.1199,1347593,0.4888,658637,42,0.5889,0.7681,380.61,0.0844,0.6454,0.7183,0.6988,high 2387,Kenya,2018,rural,Administration,Junior,48.55,1886621,0.2101,1490267,0.3234,482012,30,0.6317,0.8178,629.96,0.0814,0.7627,0.6786,0.6201,moderate 2388,South Africa,2020,urban,Administration,Junior,60.06,3031409,0.2022,2418397,0.4704,1137512,48,0.6252,0.8996,534.59,0.0678,0.6084,0.5976,0.6926,high 2389,South Africa,2023,urban,Education,Mid_Level,61.51,3702508,0.1451,3165145,0.5165,1634703,49,0.7046,0.9289,529.37,0.0855,0.7612,0.5719,0.738,high 2390,Uganda,2022,rural,Health,Mid_Level,46.01,397955,0.2939,281011,0.1948,54743,11,0.4911,0.7519,179.42,0.0582,0.4289,0.4681,0.4552,low 2391,Botswana,2025,capital,Health,Junior,2.64,101953,0.1225,89461,0.5888,52671,46,0.7562,0.9026,472.66,0.0835,0.6878,0.6822,0.754,high 2392,Tanzania,2019,urban,Education,Junior,57.79,1013415,0.2159,794579,0.2984,237098,23,0.5569,0.8172,204.03,0.0557,0.4496,0.3581,0.5315,moderate 2393,DRC,2019,rural,Education,Junior,89.7,500484,0.5143,243108,0.1174,28548,6,0.4554,0.6798,134.7,0.0591,0.3025,0.1792,0.3159,critical 2394,Nigeria,2021,rural,Justice,Junior,213.58,4500748,0.2984,3157823,0.2572,812293,22,0.6322,0.6997,223.32,0.0544,0.4921,0.3944,0.4883,low 2395,Nigeria,2023,rural,Agriculture,Mid_Level,224.39,4182036,0.2671,3064864,0.2195,672717,23,0.5205,0.7224,217.04,0.0622,0.5636,0.4606,0.5064,moderate 2396,South Africa,2018,urban,Health,Senior,59.11,3014858,0.1515,2558116,0.4926,1260228,38,0.7387,0.7706,952.49,0.0715,0.6255,0.7129,0.6797,high 2397,Mozambique,2022,remote,Infrastructure,Mid_Level,31.29,285296,0.5664,123716,0.1133,14020,12,0.5957,0.5982,146.38,0.06,0.3272,0.217,0.3109,critical 2398,Botswana,2021,rural,Security,Junior,2.49,118912,0.1686,98864,0.4231,41830,53,0.6417,0.7687,408.9,0.0877,0.778,0.7021,0.7094,high 2399,Ethiopia,2024,rural,Infrastructure,Executive,126.0,1321755,0.4068,784081,0.1493,117099,7,0.5447,0.6192,469.33,0.0513,0.2901,0.176,0.3426,critical 2400,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1071647,0.2134,842948,0.2662,224408,16,0.5719,0.792,309.79,0.0529,0.5245,0.3952,0.514,moderate 2401,Botswana,2024,remote,Infrastructure,Junior,2.6,127477,0.2122,100420,0.321,32237,46,0.7737,0.768,571.69,0.0751,0.7354,0.765,0.6574,high 2402,Tanzania,2023,rural,Health,Junior,65.05,1196665,0.2567,889514,0.1979,176007,20,0.6146,0.6887,182.3,0.0571,0.5199,0.463,0.4869,low 2403,Uganda,2021,capital,Social_Services,Junior,44.58,371354,0.2317,285314,0.3369,96111,16,0.4794,0.7309,202.05,0.0548,0.4848,0.4066,0.5151,moderate 2404,Rwanda,2024,capital,Finance,Senior,14.0,411454,0.0967,371649,0.5461,202966,56,0.7262,0.9294,541.3,0.0657,0.6847,0.561,0.7663,high 2405,South Africa,2019,capital,Security,Junior,59.58,3474219,0.1368,2998864,0.56,1679349,33,0.5399,0.8821,393.66,0.0862,0.74,0.6937,0.714,high 2406,Ghana,2022,remote,Health,Director,32.62,709222,0.2994,496853,0.2367,117587,21,0.6432,0.764,760.44,0.0492,0.5084,0.3502,0.4873,low 2407,Senegal,2018,rural,Justice,Mid_Level,15.34,360480,0.2419,273274,0.2537,69319,19,0.6228,0.775,205.0,0.0584,0.4523,0.4446,0.5064,moderate 2408,Uganda,2019,rural,Security,Executive,41.86,328162,0.4136,192422,0.2099,40381,10,0.5224,0.7341,771.78,0.0585,0.4425,0.4537,0.4238,low 2409,Mozambique,2020,capital,Agriculture,Senior,29.66,335346,0.2964,235957,0.2408,56808,10,0.5409,0.6333,225.6,0.0502,0.3049,0.1798,0.4046,low 2410,Ethiopia,2024,urban,Social_Services,Director,126.0,1363204,0.347,890123,0.2101,187013,9,0.4997,0.6652,271.77,0.0658,0.3251,0.1916,0.3897,low 2411,South Africa,2018,capital,Education,Director,59.11,3032800,0.1668,2526778,0.6106,1542963,36,0.6558,0.9099,1336.1,0.0676,0.7566,0.7551,0.7386,high 2412,Botswana,2024,rural,Justice,Mid_Level,2.6,108148,0.1956,86993,0.3413,29686,53,0.682,0.8795,591.53,0.0896,0.6288,0.6788,0.6816,high 2413,Tanzania,2019,capital,Infrastructure,Executive,57.79,1190629,0.1812,974925,0.3634,354322,15,0.5137,0.781,1171.6,0.0658,0.4407,0.377,0.532,moderate 2414,DRC,2018,rural,Education,Junior,86.92,533851,0.3841,328795,0.1147,37728,9,0.5016,0.6592,154.36,0.0508,0.2791,0.2147,0.3534,low 2415,Ghana,2022,remote,Health,Senior,32.62,812591,0.2672,595444,0.2102,125169,23,0.535,0.7079,327.33,0.0613,0.4375,0.3342,0.4766,low 2416,Ghana,2020,rural,ICT,Junior,31.29,893035,0.2579,662757,0.3137,207895,25,0.5933,0.7928,257.67,0.0695,0.559,0.4049,0.5418,moderate 2417,Ethiopia,2022,rural,Security,Mid_Level,119.93,1504160,0.3465,983006,0.1823,179154,9,0.4952,0.6124,88.99,0.059,0.2587,0.1729,0.3665,low 2418,Ethiopia,2018,capital,ICT,Mid_Level,108.65,1134488,0.2872,808680,0.2473,199951,10,0.5134,0.6704,94.27,0.0533,0.3445,0.1932,0.4194,low 2419,Senegal,2019,capital,Security,Junior,15.76,331427,0.1341,286977,0.3527,101206,21,0.5157,0.7435,179.89,0.0713,0.5157,0.332,0.5534,moderate 2420,South Africa,2019,rural,Security,Junior,59.58,2824622,0.2313,2171353,0.3359,729250,30,0.5914,0.8927,456.24,0.0653,0.6203,0.675,0.6146,moderate 2421,Nigeria,2022,rural,Agriculture,Mid_Level,218.92,4345666,0.3554,2801283,0.2661,745379,18,0.5983,0.6781,178.14,0.0556,0.5382,0.4681,0.475,low 2422,Rwanda,2023,rural,Health,Director,13.67,359312,0.1697,298321,0.2999,89461,36,0.6563,0.7843,896.61,0.0854,0.75,0.5962,0.6248,moderate 2423,DRC,2022,rural,Health,Junior,98.59,615842,0.5541,274632,0.1171,32153,8,0.5323,0.6769,140.81,0.0607,0.2605,0.23,0.3113,critical 2424,Botswana,2022,urban,Infrastructure,Junior,2.52,113096,0.1279,98636,0.5096,50263,35,0.6903,0.8426,560.2,0.0655,0.7009,0.5392,0.6833,high 2425,Senegal,2023,rural,Finance,Executive,17.53,365463,0.2093,288957,0.2742,79244,22,0.616,0.8214,1117.41,0.0516,0.4564,0.4592,0.536,moderate 2426,Mozambique,2018,rural,Administration,Senior,28.12,248821,0.4209,144083,0.1389,20013,14,0.5681,0.6563,126.94,0.054,0.2921,0.2179,0.3639,low 2427,Tanzania,2022,remote,Health,Junior,63.15,1170051,0.351,759414,0.1681,127673,16,0.4915,0.7794,310.56,0.0674,0.5302,0.4215,0.4564,low 2428,Ghana,2024,rural,Health,Junior,34.0,943853,0.2737,685543,0.2976,204042,22,0.6406,0.7097,208.61,0.0609,0.5107,0.3762,0.5061,moderate 2429,Ethiopia,2022,rural,Education,Junior,119.93,1525422,0.4918,775252,0.1785,138346,7,0.539,0.689,101.09,0.0634,0.2935,0.213,0.3432,critical 2430,Botswana,2018,urban,Education,Junior,2.38,94627,0.1228,83006,0.5346,44372,32,0.5905,0.7951,641.65,0.0682,0.7268,0.6245,0.6873,high 2431,Kenya,2020,rural,Security,Mid_Level,50.61,1555501,0.1626,1302505,0.2985,388854,33,0.7119,0.8336,448.41,0.0663,0.6758,0.5336,0.6125,moderate 2432,Kenya,2020,remote,Infrastructure,Junior,50.61,1664744,0.2314,1279523,0.2054,262799,43,0.6878,0.8487,564.87,0.0704,0.5995,0.68,0.6063,moderate 2433,Botswana,2019,capital,Administration,Senior,2.41,96036,0.1298,83574,0.5013,41893,53,0.6937,0.8531,825.75,0.0672,0.7856,0.5573,0.7376,high 2434,Nigeria,2025,capital,Health,Junior,235.75,4570416,0.2073,3623109,0.3735,1353260,23,0.597,0.7515,223.92,0.0636,0.5613,0.3768,0.5556,moderate 2435,Ethiopia,2020,urban,Education,Mid_Level,114.15,1207712,0.3572,776336,0.1961,152233,8,0.4631,0.6346,138.55,0.0698,0.2941,0.1788,0.3722,low 2436,DRC,2023,rural,Security,Junior,101.74,622423,0.3959,376007,0.111,41736,10,0.4658,0.6242,100.32,0.0511,0.3382,0.1701,0.3482,critical 2437,Ghana,2021,rural,Health,Junior,31.94,760742,0.2062,603906,0.2533,152995,26,0.5443,0.7708,312.33,0.0535,0.4568,0.3218,0.5203,moderate 2438,Ethiopia,2018,urban,Infrastructure,Junior,108.65,1234556,0.2697,901622,0.232,209142,9,0.5737,0.6565,111.17,0.063,0.2556,0.2152,0.4086,low 2439,DRC,2020,rural,Infrastructure,Mid_Level,92.57,589143,0.4052,350396,0.1196,41908,5,0.4785,0.6096,127.11,0.0625,0.3298,0.2017,0.3357,critical 2440,Nigeria,2023,remote,Health,Mid_Level,224.39,4256148,0.3417,2801781,0.205,574368,16,0.6341,0.7986,306.79,0.0621,0.5127,0.3844,0.4653,low 2441,Ghana,2021,remote,Education,Mid_Level,31.94,917551,0.2825,658326,0.2303,151627,21,0.5008,0.764,246.9,0.0669,0.4256,0.3313,0.4797,low 2442,Tanzania,2024,urban,Infrastructure,Junior,67.0,1360098,0.2308,1046157,0.3095,323830,14,0.6365,0.8089,253.21,0.063,0.491,0.353,0.5104,moderate 2443,Mozambique,2023,rural,Infrastructure,Senior,32.13,316681,0.4394,177519,0.1318,23392,15,0.5105,0.6058,191.17,0.0502,0.2701,0.2183,0.3503,low 2444,Uganda,2020,rural,Health,Junior,43.2,333805,0.3572,214577,0.1946,41761,13,0.5236,0.6773,267.49,0.0594,0.481,0.3538,0.4269,low 2445,Rwanda,2025,capital,Administration,Junior,14.34,490905,0.0929,445289,0.5089,226628,43,0.7605,0.813,569.06,0.0647,0.7123,0.7128,0.726,high 2446,Rwanda,2021,urban,Justice,Mid_Level,13.04,358074,0.1035,320998,0.494,158568,43,0.6986,0.7902,629.09,0.0833,0.6933,0.731,0.7161,high 2447,Rwanda,2024,capital,Education,Mid_Level,14.0,399908,0.089,364322,0.4817,175476,39,0.5811,0.8093,371.02,0.0803,0.6272,0.5376,0.6835,high 2448,Ghana,2024,rural,Administration,Executive,34.0,873850,0.2684,639296,0.2514,160719,27,0.617,0.7765,762.83,0.0705,0.4876,0.4441,0.5229,moderate 2449,Senegal,2025,remote,Education,Junior,18.49,424828,0.2741,308379,0.1868,57615,24,0.6692,0.7214,194.25,0.0642,0.5134,0.4649,0.4942,low 2450,Rwanda,2023,urban,Security,Senior,13.67,391388,0.087,357338,0.4795,171347,35,0.724,0.7936,693.42,0.0943,0.6118,0.5211,0.668,high 2451,Senegal,2018,remote,ICT,Junior,15.34,362091,0.2955,255100,0.1689,43098,18,0.6387,0.6999,253.13,0.0539,0.5086,0.3514,0.4544,low 2452,Kenya,2019,capital,ICT,Junior,49.57,1691089,0.116,1494850,0.4517,675256,41,0.6317,0.8713,512.9,0.0916,0.7671,0.5767,0.7015,high 2453,Rwanda,2024,rural,Administration,Director,14.0,449858,0.1411,386375,0.3151,121758,60,0.8323,0.7816,1290.74,0.0681,0.6478,0.6196,0.6875,high 2454,Rwanda,2020,rural,Health,Mid_Level,12.73,391317,0.1605,328494,0.2953,97019,44,0.716,0.886,484.89,0.0788,0.7976,0.6048,0.6668,high 2455,Mozambique,2019,remote,Social_Services,Junior,28.88,319800,0.4324,181505,0.1186,21528,12,0.5451,0.7056,142.27,0.0511,0.3185,0.2232,0.3616,low 2456,Botswana,2022,capital,Education,Executive,2.52,111413,0.1128,98840,0.593,58608,34,0.5561,0.7987,1478.39,0.0928,0.6261,0.5789,0.6953,high 2457,Senegal,2022,remote,Health,Junior,17.07,399933,0.2721,291122,0.1974,57480,15,0.6216,0.7618,300.16,0.0711,0.5348,0.325,0.4691,low 2458,DRC,2023,rural,Health,Junior,101.74,549816,0.5616,241056,0.1306,31489,8,0.574,0.6632,145.58,0.0535,0.2775,0.2073,0.3102,critical 2459,Uganda,2024,rural,ICT,Senior,49.0,360570,0.3212,244749,0.1967,48150,16,0.5662,0.6851,370.93,0.0676,0.461,0.4216,0.4499,low 2460,Nigeria,2020,rural,Security,Junior,208.37,4466857,0.3212,3032181,0.2265,686845,24,0.6462,0.7532,187.4,0.0586,0.4745,0.362,0.483,low 2461,Tanzania,2023,remote,Health,Mid_Level,65.05,1213627,0.352,786371,0.1854,145791,16,0.5775,0.7165,217.63,0.0603,0.4261,0.3597,0.4344,low 2462,Tanzania,2019,capital,Education,Junior,57.79,932412,0.1879,757232,0.3513,265981,22,0.6621,0.8061,278.64,0.0544,0.4517,0.4719,0.5591,moderate 2463,Ghana,2025,urban,Infrastructure,Junior,34.71,776357,0.1833,634041,0.3482,220802,24,0.6487,0.7951,304.25,0.0537,0.4898,0.4203,0.5615,moderate 2464,Rwanda,2022,remote,Education,Junior,13.35,387068,0.1813,316893,0.2435,77155,44,0.6268,0.8377,556.76,0.0688,0.7768,0.6867,0.6475,moderate 2465,Mozambique,2018,capital,Health,Junior,28.12,293360,0.3011,205016,0.1922,39411,10,0.5993,0.6507,114.75,0.0594,0.2641,0.1776,0.3896,low 2466,DRC,2025,rural,Education,Director,108.36,630166,0.411,371138,0.1368,50753,8,0.5723,0.5879,260.97,0.0707,0.269,0.2299,0.3395,critical 2467,Botswana,2024,urban,Administration,Director,2.6,129877,0.1213,114118,0.5418,61829,39,0.5832,0.9184,1610.87,0.0659,0.7394,0.7668,0.741,high 2468,Ghana,2022,capital,Health,Mid_Level,32.62,923012,0.1458,788393,0.4011,316256,29,0.6717,0.8165,300.8,0.0623,0.5658,0.4183,0.6072,moderate 2469,South Africa,2022,capital,Finance,Junior,61.02,3620940,0.1222,3178328,0.5087,1616924,51,0.7663,0.8938,563.86,0.0656,0.6555,0.7276,0.7465,high 2470,Mozambique,2025,urban,Education,Junior,33.89,343796,0.264,253040,0.1696,42907,11,0.5528,0.6675,108.69,0.0555,0.2805,0.2099,0.4031,low 2471,Uganda,2020,remote,Education,Senior,43.2,326904,0.4743,171868,0.159,27319,12,0.5283,0.6941,377.4,0.0698,0.5144,0.4323,0.4,low 2472,Senegal,2020,urban,Justice,Junior,16.18,315571,0.1441,270083,0.3242,87562,28,0.5493,0.6908,195.65,0.0529,0.4803,0.3515,0.5518,moderate 2473,Rwanda,2018,capital,Justice,Mid_Level,12.14,391163,0.0836,358467,0.4745,170107,64,0.662,0.8396,438.73,0.0642,0.711,0.663,0.7711,high 2474,Kenya,2020,urban,Education,Mid_Level,50.61,1956410,0.1466,1669689,0.411,686229,29,0.6576,0.8032,622.28,0.0907,0.648,0.7284,0.6467,moderate 2475,DRC,2019,capital,ICT,Senior,89.7,536425,0.3639,341203,0.1571,53601,9,0.6094,0.6914,172.62,0.0563,0.3353,0.1833,0.3764,low 2476,DRC,2025,urban,Health,Junior,108.36,653960,0.3069,453273,0.1591,72096,9,0.4707,0.6649,113.07,0.0635,0.2991,0.2301,0.3882,low 2477,Nigeria,2021,urban,Health,Mid_Level,213.58,3777847,0.2325,2899566,0.3228,936014,23,0.5775,0.7696,183.85,0.065,0.5686,0.3916,0.5415,moderate 2478,Nigeria,2018,rural,Health,Mid_Level,198.33,3410201,0.2931,2410543,0.267,643525,15,0.5597,0.7131,214.15,0.0634,0.5372,0.4597,0.4876,low 2479,Mozambique,2020,capital,Finance,Mid_Level,29.66,317962,0.2822,228226,0.2396,54674,8,0.6088,0.7107,86.56,0.0555,0.3239,0.1983,0.4182,low 2480,South Africa,2018,urban,Agriculture,Senior,59.11,3442019,0.2015,2748354,0.4902,1347345,47,0.6056,0.8531,937.46,0.0908,0.7327,0.5588,0.6968,high 2481,Ghana,2019,rural,Education,Junior,30.64,846003,0.194,681908,0.271,184777,21,0.5011,0.7075,202.64,0.0601,0.4903,0.3955,0.5164,moderate 2482,Ethiopia,2025,rural,Security,Mid_Level,129.15,1557645,0.3872,954521,0.1794,171194,9,0.5474,0.6577,143.59,0.0608,0.2961,0.1968,0.3685,low 2483,Uganda,2024,urban,Administration,Senior,49.0,349469,0.2503,262010,0.3085,80820,13,0.5218,0.7076,274.74,0.0595,0.5382,0.4256,0.4996,low 2484,Kenya,2018,urban,Education,Mid_Level,48.55,1650975,0.1609,1385252,0.4834,669569,39,0.6591,0.8655,482.64,0.0894,0.7857,0.7798,0.7145,high 2485,Ethiopia,2022,rural,Education,Junior,119.93,1526889,0.4929,774257,0.1773,137246,12,0.5319,0.6778,129.97,0.061,0.2686,0.206,0.3502,low 2486,Senegal,2020,rural,Administration,Mid_Level,16.18,330289,0.213,259938,0.261,67839,24,0.533,0.7538,304.02,0.0487,0.5341,0.4609,0.5346,moderate 2487,Mozambique,2024,remote,Justice,Mid_Level,33.0,327716,0.3901,199869,0.1,19986,13,0.5148,0.6249,142.11,0.0507,0.2805,0.2148,0.3532,low 2488,Rwanda,2018,urban,Health,Senior,12.14,379000,0.1127,336290,0.4234,142375,56,0.6809,0.862,566.41,0.0671,0.6357,0.5762,0.7182,high 2489,DRC,2019,capital,Administration,Mid_Level,89.7,557924,0.2928,394540,0.156,61546,10,0.4678,0.6919,131.89,0.0578,0.3222,0.2212,0.3989,low 2490,Nigeria,2025,urban,Education,Mid_Level,235.75,4148231,0.2139,3261087,0.3409,1111790,17,0.6302,0.8214,186.39,0.0529,0.496,0.3261,0.5297,moderate 2491,Ethiopia,2018,remote,Health,Junior,108.65,1273922,0.4243,733401,0.1312,96208,11,0.5268,0.6112,148.25,0.0643,0.3021,0.1914,0.3453,critical 2492,Senegal,2022,capital,Finance,Mid_Level,17.07,365467,0.1547,308946,0.4115,127131,25,0.6125,0.7027,280.08,0.0677,0.4391,0.4634,0.5724,moderate 2493,South Africa,2025,rural,Health,Mid_Level,62.5,3169265,0.2101,2503426,0.31,775988,45,0.6936,0.8416,466.61,0.0772,0.6901,0.6441,0.6471,moderate 2494,Senegal,2018,urban,Health,Senior,15.34,339750,0.1814,278116,0.3445,95821,17,0.5338,0.7101,361.48,0.0669,0.4425,0.384,0.5224,moderate 2495,South Africa,2018,urban,Agriculture,Junior,59.11,2725335,0.1868,2216332,0.4813,1066639,36,0.68,0.7794,607.91,0.0888,0.6768,0.6419,0.6624,high 2496,Tanzania,2021,rural,Health,Mid_Level,61.31,1038284,0.2935,733526,0.2565,188163,15,0.5509,0.7571,257.66,0.0518,0.5125,0.4358,0.4867,low 2497,Tanzania,2025,rural,Agriculture,Junior,69.01,1092343,0.2782,788468,0.2324,183249,21,0.5746,0.7008,208.71,0.0594,0.4718,0.3488,0.4782,low 2498,Nigeria,2018,urban,Education,Director,198.33,4390685,0.1965,3527852,0.3551,1252676,19,0.6496,0.7662,514.0,0.0527,0.5701,0.4669,0.5558,moderate 2499,South Africa,2021,urban,Infrastructure,Senior,60.54,3183823,0.1452,2721570,0.4689,1276160,41,0.6343,0.9033,951.56,0.0717,0.7817,0.7061,0.7177,high 2500,Senegal,2022,capital,Finance,Executive,17.07,392161,0.1493,333618,0.3305,110261,19,0.574,0.7712,1214.27,0.059,0.4662,0.365,0.5416,moderate 2501,DRC,2019,capital,Education,Senior,89.7,524186,0.366,332321,0.2043,67877,5,0.5529,0.5961,133.75,0.0546,0.2641,0.213,0.3592,low 2502,Tanzania,2023,rural,Agriculture,Senior,65.05,1266620,0.3031,882708,0.237,209186,16,0.5682,0.7486,286.77,0.0675,0.5619,0.4775,0.4897,low 2503,Botswana,2019,capital,Health,Senior,2.41,112898,0.1235,98958,0.646,63928,37,0.6216,0.8997,641.73,0.0802,0.6881,0.6748,0.7444,high 2504,DRC,2025,capital,Infrastructure,Director,108.36,620488,0.3508,402823,0.2032,81845,6,0.4582,0.5948,223.14,0.0564,0.2664,0.1924,0.3632,low 2505,Uganda,2024,urban,Finance,Junior,49.0,415318,0.2503,311360,0.2449,76253,19,0.6226,0.7728,283.45,0.0582,0.4697,0.4,0.4991,low 2506,Mozambique,2024,remote,Agriculture,Junior,33.0,351602,0.5178,169529,0.1,16952,11,0.4843,0.6373,138.92,0.0555,0.312,0.1862,0.3185,critical 2507,Senegal,2019,rural,Agriculture,Senior,15.76,365219,0.2434,276322,0.2295,63415,23,0.5684,0.787,393.02,0.0493,0.505,0.4391,0.5165,moderate 2508,Kenya,2020,rural,Social_Services,Junior,50.61,1812909,0.2079,1435992,0.2841,408017,30,0.6434,0.8645,588.02,0.0841,0.7159,0.6375,0.6091,moderate 2509,Tanzania,2018,rural,Health,Executive,56.11,882290,0.2192,688895,0.2433,167614,13,0.5363,0.8141,1172.73,0.0536,0.4627,0.4148,0.4984,low 2510,Ethiopia,2021,capital,Health,Senior,117.0,1338666,0.3135,919008,0.2177,200038,10,0.5408,0.6274,191.73,0.051,0.3321,0.2195,0.4003,low 2511,DRC,2020,rural,Administration,Junior,92.57,532649,0.5374,246404,0.102,25143,8,0.4866,0.6753,115.53,0.0485,0.3337,0.2037,0.3162,critical 2512,Rwanda,2020,rural,Infrastructure,Junior,12.73,399206,0.171,330923,0.308,101916,60,0.7669,0.7782,568.99,0.0781,0.7617,0.6853,0.6957,high 2513,Rwanda,2018,capital,Education,Mid_Level,12.14,411518,0.1084,366924,0.5496,201662,51,0.618,0.8918,375.96,0.0669,0.6486,0.7599,0.7624,high 2514,Mozambique,2023,capital,Administration,Senior,32.13,331315,0.2178,259154,0.2043,52956,10,0.5627,0.6614,155.94,0.0555,0.3017,0.2276,0.4238,low 2515,Ghana,2019,rural,ICT,Mid_Level,30.64,752679,0.2622,555295,0.3103,172306,29,0.526,0.6947,191.07,0.0488,0.5322,0.3628,0.5282,moderate 2516,Tanzania,2023,rural,Infrastructure,Junior,65.05,1102485,0.2141,866483,0.2516,217966,15,0.492,0.6754,266.73,0.0629,0.5742,0.3662,0.4922,low 2517,Ethiopia,2018,rural,Education,Junior,108.65,1463273,0.4327,830170,0.1552,128856,12,0.5094,0.5878,100.62,0.0491,0.2917,0.2265,0.3506,low 2518,Rwanda,2025,rural,Administration,Junior,14.34,404624,0.1241,354416,0.3361,119115,44,0.5964,0.9234,387.11,0.0877,0.6093,0.6571,0.6781,high 2519,Ethiopia,2023,urban,Health,Mid_Level,122.93,1520662,0.2913,1077678,0.2118,228283,7,0.4957,0.6997,96.33,0.0592,0.3159,0.2242,0.4066,low 2520,Kenya,2018,urban,Security,Junior,48.55,1460152,0.1536,1235878,0.4321,534009,25,0.614,0.8291,374.06,0.0732,0.6636,0.6695,0.6398,moderate 2521,Kenya,2021,capital,Security,Mid_Level,51.68,1812608,0.099,1633085,0.4229,690573,44,0.613,0.8173,556.25,0.0893,0.7863,0.6227,0.7045,high 2522,Kenya,2025,capital,Social_Services,Junior,56.15,2223145,0.1377,1916970,0.5178,992543,37,0.5925,0.8435,360.44,0.0867,0.6193,0.5872,0.6847,high 2523,South Africa,2019,rural,Finance,Mid_Level,59.58,2881631,0.2129,2268217,0.3613,819472,32,0.6638,0.8414,645.1,0.0719,0.6782,0.7604,0.6372,moderate 2524,South Africa,2025,urban,Health,Junior,62.5,3399067,0.1542,2874967,0.4491,1291243,40,0.5959,0.9137,372.27,0.0956,0.708,0.7757,0.7092,high 2525,Senegal,2024,capital,Education,Junior,18.0,423215,0.1249,370349,0.4087,151368,26,0.588,0.7742,309.28,0.0661,0.4446,0.3668,0.5832,moderate 2526,Botswana,2022,capital,Infrastructure,Director,2.52,111971,0.1013,100625,0.5149,51814,55,0.6616,0.7979,1288.35,0.0788,0.676,0.6704,0.7452,high 2527,Uganda,2022,capital,Finance,Mid_Level,46.01,355001,0.2878,252840,0.2762,69830,14,0.585,0.7572,180.86,0.0603,0.57,0.3851,0.4912,low 2528,Ethiopia,2018,capital,Finance,Junior,108.65,1434706,0.3307,960316,0.2717,260935,9,0.5287,0.626,93.29,0.0614,0.2718,0.1648,0.3953,low 2529,Rwanda,2024,rural,Administration,Junior,14.0,466710,0.1382,402233,0.2929,117828,48,0.7032,0.8385,585.63,0.0753,0.7884,0.5393,0.6672,high 2530,Ethiopia,2023,remote,Infrastructure,Senior,122.93,1560014,0.4231,900048,0.1262,113554,10,0.459,0.6382,130.19,0.055,0.3438,0.2352,0.3544,low 2531,Botswana,2023,urban,Education,Junior,2.56,109678,0.1403,94286,0.5311,50072,44,0.5931,0.9212,434.92,0.0763,0.6644,0.6055,0.7229,high 2532,Tanzania,2022,rural,Agriculture,Junior,63.15,1296897,0.2866,925210,0.2497,231042,14,0.6281,0.7833,250.11,0.0486,0.463,0.4542,0.485,low 2533,Ghana,2021,rural,Security,Senior,31.94,770435,0.2793,555218,0.2625,145769,30,0.606,0.7101,339.78,0.0672,0.5172,0.3419,0.5132,moderate 2534,Tanzania,2018,rural,Education,Junior,56.11,1085605,0.2453,819336,0.195,159762,17,0.5798,0.7652,183.78,0.0589,0.4789,0.3918,0.4818,low 2535,Tanzania,2018,urban,Security,Junior,56.11,1149150,0.2371,876666,0.2951,258708,19,0.5994,0.7001,233.23,0.0715,0.4442,0.412,0.5026,moderate 2536,Tanzania,2022,capital,Infrastructure,Director,63.15,1005697,0.1542,850660,0.3114,264867,20,0.5934,0.7505,734.52,0.0715,0.4544,0.4499,0.5423,moderate 2537,Mozambique,2020,capital,Education,Junior,29.66,332164,0.2538,247864,0.2234,55374,8,0.4624,0.707,144.36,0.0598,0.273,0.1632,0.4121,low 2538,Botswana,2025,capital,Education,Mid_Level,2.64,134355,0.0948,121612,0.6233,75804,40,0.6956,0.7814,609.45,0.0866,0.7957,0.6506,0.744,high 2539,Nigeria,2025,urban,Infrastructure,Junior,235.75,5159392,0.2171,4039297,0.3399,1372967,21,0.6321,0.7613,267.99,0.0605,0.5171,0.3911,0.5382,moderate 2540,Kenya,2024,rural,Infrastructure,Junior,55.0,1851945,0.2045,1473267,0.36,530387,30,0.702,0.812,625.66,0.0939,0.701,0.7671,0.6325,moderate 2541,Botswana,2022,urban,Social_Services,Junior,2.52,103913,0.1115,92321,0.5473,50530,50,0.7709,0.918,612.51,0.0858,0.7871,0.5916,0.7595,high 2542,Senegal,2023,capital,Health,Junior,17.53,339628,0.1708,281611,0.3801,107043,27,0.6037,0.78,223.26,0.0708,0.4302,0.4316,0.573,moderate 2543,Ethiopia,2025,rural,Social_Services,Junior,129.15,1527412,0.3589,979256,0.1541,150871,7,0.5722,0.7089,134.46,0.0674,0.3012,0.1753,0.3703,low 2544,South Africa,2023,capital,Finance,Director,61.51,3135656,0.1392,2699192,0.4641,1252788,44,0.6182,0.8737,1149.95,0.0892,0.7819,0.5813,0.7086,high 2545,Tanzania,2024,capital,Health,Junior,67.0,1142507,0.2103,902242,0.3666,330798,22,0.5238,0.7821,265.64,0.0504,0.544,0.4566,0.5615,moderate 2546,DRC,2025,remote,Health,Senior,108.36,737026,0.6,294810,0.1,29481,7,0.4631,0.5856,225.37,0.0713,0.3377,0.1803,0.2821,critical 2547,Senegal,2022,urban,Infrastructure,Junior,17.07,425144,0.1808,348256,0.3886,135342,15,0.5452,0.7647,273.81,0.0695,0.4501,0.3344,0.5326,moderate 2548,DRC,2025,rural,Infrastructure,Senior,108.36,698884,0.5243,332455,0.1087,36136,8,0.524,0.6644,188.17,0.0486,0.2859,0.1966,0.314,critical 2549,Kenya,2022,capital,Administration,Junior,52.76,1840767,0.1279,1605408,0.5115,821242,32,0.5581,0.8002,399.52,0.0718,0.7218,0.6593,0.6841,high 2550,Rwanda,2019,rural,Health,Director,12.43,380442,0.1492,323676,0.3144,101769,50,0.6845,0.9266,932.17,0.0787,0.7612,0.6616,0.6976,high 2551,Mozambique,2022,remote,Education,Junior,31.29,352831,0.3903,215104,0.1176,25303,9,0.4589,0.6311,146.21,0.0489,0.2786,0.1823,0.3451,critical 2552,Rwanda,2018,capital,Administration,Mid_Level,12.14,343651,0.086,314113,0.4349,136602,45,0.6394,0.9209,416.15,0.077,0.7382,0.6035,0.722,high 2553,Nigeria,2024,rural,Health,Senior,230.0,4412182,0.2515,3302506,0.2543,839764,22,0.5123,0.7281,463.98,0.0641,0.5051,0.4007,0.5055,moderate 2554,DRC,2022,rural,Health,Junior,98.59,596265,0.5242,283687,0.1287,36521,8,0.5458,0.6328,144.1,0.07,0.3312,0.2298,0.3221,critical 2555,South Africa,2025,capital,Infrastructure,Mid_Level,62.5,3297804,0.1732,2726663,0.5117,1395114,31,0.5817,0.7893,471.44,0.0677,0.6134,0.6373,0.6556,high 2556,South Africa,2022,urban,Health,Executive,61.02,2867061,0.182,2345325,0.5527,1296291,49,0.6985,0.8122,2393.44,0.0836,0.7611,0.624,0.7255,high 2557,Tanzania,2025,remote,Security,Director,69.01,1224850,0.2897,870048,0.1759,153004,19,0.5745,0.7141,671.63,0.0523,0.538,0.4651,0.4765,low 2558,Botswana,2019,rural,Education,Mid_Level,2.41,122592,0.14,105434,0.3367,35503,57,0.6535,0.8231,487.7,0.0642,0.6345,0.7354,0.7022,high 2559,DRC,2022,urban,Security,Junior,98.59,580628,0.4311,330321,0.1786,58987,8,0.5363,0.6948,127.26,0.0561,0.2926,0.1747,0.3578,low 2560,Ethiopia,2025,rural,Education,Junior,129.15,1739027,0.3965,1049445,0.1723,180825,12,0.6154,0.6335,139.1,0.0558,0.34,0.1609,0.3691,low 2561,Nigeria,2022,urban,Administration,Junior,218.92,3836247,0.2562,2853478,0.3152,899302,17,0.5007,0.813,269.94,0.0646,0.5597,0.455,0.5307,moderate 2562,Botswana,2021,capital,Security,Mid_Level,2.49,96686,0.1299,84127,0.5475,46062,43,0.6748,0.92,401.15,0.0758,0.7003,0.7779,0.7477,high 2563,DRC,2021,urban,Administration,Mid_Level,95.53,515342,0.3133,353877,0.1722,60920,7,0.4502,0.6433,151.66,0.0659,0.3053,0.1756,0.3768,low 2564,Senegal,2020,remote,Security,Junior,16.18,381385,0.2259,295242,0.1845,54485,18,0.64,0.7853,249.62,0.0578,0.5538,0.3513,0.493,low 2565,Botswana,2018,rural,Social_Services,Junior,2.38,97219,0.1829,79440,0.3429,27241,48,0.7338,0.8707,478.08,0.0901,0.7903,0.7035,0.69,high 2566,Botswana,2021,remote,Finance,Junior,2.49,101234,0.1972,81267,0.2596,21095,52,0.6048,0.834,613.46,0.0678,0.716,0.7628,0.6686,high 2567,Ethiopia,2018,urban,Health,Mid_Level,108.65,1271523,0.3714,799327,0.2326,185943,10,0.6065,0.6019,140.41,0.0655,0.3156,0.211,0.3833,low 2568,Ghana,2018,rural,Security,Senior,30.01,835010,0.2441,631206,0.3184,200962,19,0.4903,0.7245,311.22,0.0613,0.467,0.4301,0.5145,moderate 2569,Senegal,2025,rural,Finance,Executive,18.49,439778,0.2429,332973,0.2333,77690,24,0.5192,0.7103,709.86,0.0649,0.4281,0.3919,0.4962,low 2570,DRC,2023,urban,Education,Senior,101.74,683979,0.4117,402417,0.1774,71377,6,0.4571,0.6485,225.83,0.0534,0.2739,0.2224,0.3533,low 2571,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,451043,0.1023,404899,0.4542,183924,37,0.6223,0.7956,359.85,0.0722,0.698,0.5843,0.6781,high 2572,South Africa,2018,urban,Health,Junior,59.11,3565065,0.1694,2961301,0.5399,1598793,32,0.6208,0.7803,473.54,0.0904,0.7825,0.6549,0.6834,high 2573,Botswana,2020,rural,Security,Mid_Level,2.45,109420,0.1675,91087,0.3655,33290,45,0.5897,0.8619,498.86,0.0775,0.663,0.6817,0.6757,high 2574,Nigeria,2021,capital,Education,Junior,213.58,4116716,0.2026,3282560,0.3482,1143089,18,0.5344,0.7323,185.4,0.0719,0.5083,0.4218,0.5342,moderate 2575,South Africa,2019,remote,Agriculture,Junior,59.58,3359633,0.2627,2477071,0.3052,756016,32,0.6908,0.9293,497.52,0.0921,0.61,0.6814,0.6092,moderate 2576,Ethiopia,2020,urban,Finance,Mid_Level,114.15,1417471,0.2871,1010568,0.2123,214584,8,0.5532,0.5983,114.5,0.0715,0.344,0.2014,0.3956,low 2577,South Africa,2019,urban,Infrastructure,Junior,59.58,3620974,0.1592,3044593,0.48,1461535,40,0.7353,0.9009,411.67,0.0869,0.7787,0.7057,0.7138,high 2578,South Africa,2019,urban,Social_Services,Junior,59.58,3194162,0.1826,2610916,0.5151,1344889,30,0.5786,0.8589,412.63,0.0747,0.6822,0.5235,0.6575,high 2579,Ghana,2022,remote,Finance,Junior,32.62,754972,0.3018,527105,0.2072,109231,30,0.6459,0.7348,232.86,0.0611,0.463,0.3877,0.4966,low 2580,Ethiopia,2020,rural,Infrastructure,Senior,114.15,1267546,0.488,648991,0.1617,104937,11,0.5622,0.6928,197.62,0.0483,0.2901,0.2351,0.3524,low 2581,Kenya,2021,rural,Social_Services,Junior,51.68,2002744,0.1712,1659923,0.2744,455540,39,0.719,0.8418,402.02,0.0837,0.75,0.6903,0.6436,moderate 2582,Rwanda,2020,urban,Infrastructure,Junior,12.73,421658,0.0908,383362,0.4601,176398,60,0.7465,0.8944,421.87,0.0783,0.7447,0.751,0.7761,high 2583,Botswana,2023,capital,Health,Senior,2.56,117139,0.0978,105678,0.5735,60608,34,0.5607,0.9214,770.08,0.072,0.7801,0.7797,0.7481,high 2584,Ghana,2025,rural,ICT,Junior,34.71,966184,0.2264,747402,0.2407,179905,17,0.5148,0.7919,309.5,0.0511,0.5518,0.4409,0.5141,moderate 2585,Kenya,2018,rural,Health,Junior,48.55,1715081,0.2095,1355828,0.2821,382497,31,0.6384,0.8908,624.62,0.079,0.7716,0.6804,0.6245,moderate 2586,Rwanda,2019,urban,Education,Mid_Level,12.43,348922,0.0978,314813,0.5237,164876,62,0.7372,0.8951,644.62,0.0668,0.7223,0.5859,0.7766,high 2587,Rwanda,2024,capital,Justice,Junior,14.0,414458,0.1081,369675,0.4386,162139,62,0.6846,0.8501,570.37,0.068,0.7228,0.654,0.7528,high 2588,Uganda,2022,rural,Finance,Junior,46.01,333157,0.4232,192156,0.1941,37294,13,0.4779,0.7877,254.16,0.0526,0.559,0.4694,0.4462,low 2589,Mozambique,2025,rural,Education,Junior,33.89,326428,0.4012,195455,0.1322,25836,11,0.5559,0.6801,90.58,0.0688,0.296,0.2066,0.3625,low 2590,Nigeria,2025,capital,Administration,Senior,235.75,5413801,0.1914,4377364,0.3197,1399441,14,0.6048,0.6955,331.35,0.0717,0.4913,0.357,0.5062,moderate 2591,Ethiopia,2024,urban,Infrastructure,Junior,126.0,1494233,0.2657,1097236,0.238,261168,9,0.5069,0.7142,143.74,0.0613,0.34,0.1769,0.4244,low 2592,Ghana,2022,remote,Agriculture,Junior,32.62,891630,0.2567,662786,0.1881,124654,28,0.5329,0.6826,231.86,0.0575,0.4954,0.4385,0.4986,low 2593,Rwanda,2022,rural,Health,Junior,13.35,456588,0.1398,392739,0.308,120974,64,0.7359,0.8464,417.14,0.085,0.6385,0.6786,0.7107,high 2594,Mozambique,2024,rural,Health,Junior,33.0,363892,0.4461,201545,0.1283,25850,11,0.5691,0.6936,149.45,0.0648,0.2683,0.2215,0.351,low 2595,Ghana,2024,urban,Infrastructure,Junior,34.0,800152,0.2066,634820,0.3375,214259,28,0.5381,0.7189,262.36,0.0481,0.5263,0.3706,0.5502,moderate 2596,Ghana,2023,remote,Finance,Junior,33.3,919654,0.2729,668634,0.1879,125611,30,0.5703,0.7658,213.1,0.0651,0.5223,0.4015,0.511,moderate 2597,Mozambique,2022,urban,Health,Senior,31.29,349417,0.32,237599,0.2104,49979,11,0.5577,0.6749,128.83,0.0582,0.2752,0.1892,0.3978,low 2598,Kenya,2023,urban,Security,Executive,53.87,2124881,0.1527,1800417,0.4866,876073,32,0.6716,0.8784,2579.47,0.0824,0.6853,0.7377,0.6875,high 2599,Botswana,2023,capital,Agriculture,Mid_Level,2.56,119822,0.1318,104031,0.5936,61756,54,0.6856,0.7748,462.57,0.081,0.77,0.6843,0.7621,high 2600,Senegal,2021,urban,ICT,Junior,16.62,333283,0.1701,276585,0.3733,103240,20,0.4986,0.7533,196.65,0.0493,0.4767,0.3417,0.5456,moderate 2601,Ghana,2021,rural,Health,Mid_Level,31.94,797899,0.1922,644566,0.3,193378,18,0.6461,0.7709,218.17,0.0702,0.4851,0.3616,0.5223,moderate 2602,Kenya,2021,urban,Security,Mid_Level,51.68,2037206,0.1596,1712000,0.4,684821,43,0.5927,0.9277,427.8,0.0725,0.6835,0.5673,0.6818,high 2603,South Africa,2024,capital,Finance,Director,62.0,3419466,0.1585,2877427,0.6201,1784385,28,0.5789,0.7863,1013.43,0.0709,0.7266,0.5907,0.6851,high 2604,Kenya,2023,rural,Finance,Mid_Level,53.87,1677309,0.1982,1344883,0.3122,419920,42,0.6733,0.8834,457.57,0.0759,0.6867,0.6854,0.6532,high 2605,Senegal,2022,rural,Health,Director,17.07,423438,0.1939,341338,0.2253,76916,22,0.5111,0.7095,627.84,0.0627,0.4541,0.4692,0.5116,moderate 2606,Senegal,2019,capital,Health,Director,15.76,385997,0.1171,340795,0.4101,139762,16,0.4921,0.6864,748.61,0.0583,0.5086,0.3249,0.5496,moderate 2607,South Africa,2025,remote,Education,Mid_Level,62.5,3489962,0.3382,2309810,0.2687,620611,33,0.6055,0.8737,491.75,0.0665,0.7645,0.7447,0.5971,moderate 2608,Uganda,2021,urban,Infrastructure,Mid_Level,44.58,314136,0.2628,231570,0.2707,62685,19,0.498,0.7218,249.4,0.0683,0.4942,0.3666,0.4938,low 2609,Kenya,2022,capital,Infrastructure,Mid_Level,52.76,1863680,0.1253,1630230,0.4136,674222,38,0.7439,0.8486,590.81,0.0816,0.7428,0.6006,0.6787,high 2610,Uganda,2025,capital,Health,Junior,50.57,409543,0.2514,306577,0.3135,96098,12,0.5729,0.6998,288.25,0.0546,0.4883,0.3788,0.4872,low 2611,Mozambique,2020,rural,ICT,Mid_Level,29.66,287834,0.3523,186426,0.1494,27847,11,0.5885,0.6639,113.66,0.0709,0.256,0.2152,0.3735,low 2612,Nigeria,2021,capital,Health,Mid_Level,213.58,3820190,0.2285,2947329,0.3396,1000854,18,0.5995,0.708,176.06,0.0587,0.5042,0.3913,0.5185,moderate 2613,DRC,2021,rural,Social_Services,Junior,95.53,623077,0.396,376316,0.1193,44890,7,0.5226,0.5969,94.0,0.055,0.2796,0.1908,0.3349,critical 2614,South Africa,2021,capital,Agriculture,Junior,60.54,2785005,0.1364,2405083,0.5497,1322179,42,0.7281,0.8067,518.66,0.0792,0.7732,0.7098,0.7276,high 2615,Rwanda,2019,remote,Education,Director,12.43,348998,0.1778,286958,0.2558,73408,36,0.6857,0.7828,998.12,0.0733,0.7968,0.773,0.6339,moderate 2616,Mozambique,2021,rural,Education,Junior,30.47,348924,0.4287,199352,0.1525,30406,10,0.5826,0.7107,155.13,0.0624,0.2695,0.2371,0.3632,low 2617,Senegal,2022,capital,Health,Mid_Level,17.07,413217,0.1694,343204,0.4352,149362,23,0.6775,0.6974,189.2,0.0487,0.5411,0.4667,0.5793,moderate 2618,Mozambique,2024,remote,Infrastructure,Senior,33.0,313834,0.5312,147130,0.1162,17096,11,0.4695,0.6196,221.6,0.0621,0.2915,0.2358,0.3194,critical 2619,Tanzania,2020,urban,Justice,Junior,59.53,1054231,0.2156,826919,0.3015,249351,16,0.482,0.8041,254.01,0.0684,0.5177,0.3521,0.5191,moderate 2620,DRC,2020,urban,Security,Mid_Level,92.57,578165,0.3964,348955,0.1538,53671,9,0.5285,0.6709,99.71,0.0536,0.3211,0.188,0.3634,low 2621,Kenya,2025,rural,Security,Junior,56.15,2202850,0.212,1735814,0.2968,515123,35,0.7181,0.7822,439.27,0.0945,0.6968,0.7674,0.6224,moderate 2622,Mozambique,2021,rural,Finance,Mid_Level,30.47,342827,0.4139,200931,0.1633,32803,10,0.62,0.677,93.45,0.0579,0.2774,0.1788,0.3595,low 2623,Ethiopia,2025,remote,Health,Junior,129.15,1446511,0.598,581462,0.124,72101,10,0.5559,0.7086,103.86,0.051,0.3097,0.2375,0.3175,critical 2624,South Africa,2023,rural,Administration,Junior,61.51,3441431,0.261,2543098,0.3169,806021,43,0.626,0.9047,416.96,0.0759,0.7371,0.6645,0.6473,moderate 2625,Botswana,2018,capital,Administration,Executive,2.38,113228,0.09,103033,0.6181,63680,48,0.6737,0.8038,1598.84,0.0667,0.7292,0.6077,0.7563,high 2626,DRC,2022,rural,Agriculture,Mid_Level,98.59,594921,0.4138,348753,0.103,35912,8,0.5197,0.6383,114.96,0.0507,0.2711,0.213,0.3365,critical 2627,Rwanda,2022,urban,Health,Senior,13.35,385239,0.1129,341751,0.4572,156262,49,0.7542,0.7838,558.66,0.0672,0.804,0.7611,0.7327,high 2628,Kenya,2023,urban,Health,Senior,53.87,1709748,0.1227,1499904,0.485,727430,29,0.6797,0.8986,901.78,0.0856,0.6689,0.6898,0.6837,high 2629,Uganda,2024,rural,Social_Services,Executive,49.0,414361,0.4217,239645,0.1863,44647,19,0.6469,0.6812,1054.27,0.0601,0.5473,0.3402,0.4296,low 2630,Tanzania,2022,urban,Education,Executive,63.15,1150257,0.1911,930409,0.3409,317205,14,0.5206,0.7168,1260.22,0.0691,0.516,0.3711,0.5187,moderate 2631,Rwanda,2021,urban,Infrastructure,Junior,13.04,347794,0.1256,304107,0.4815,146434,39,0.7524,0.8349,569.89,0.0697,0.7909,0.5406,0.6949,high 2632,Kenya,2025,rural,Education,Junior,56.15,2164188,0.1469,1846323,0.283,522455,38,0.5693,0.857,522.22,0.0646,0.6742,0.5274,0.6277,moderate 2633,Mozambique,2025,urban,Security,Mid_Level,33.89,366588,0.269,267964,0.1793,48033,12,0.5799,0.6832,87.52,0.0661,0.2651,0.202,0.4067,low 2634,Tanzania,2022,capital,ICT,Mid_Level,63.15,1042609,0.1444,892073,0.3637,324466,21,0.5123,0.7136,271.36,0.0581,0.4764,0.3879,0.5508,moderate 2635,Kenya,2022,capital,Education,Junior,52.76,1572987,0.1428,1348349,0.4159,560768,25,0.6702,0.9309,603.36,0.0685,0.7293,0.7012,0.6635,high 2636,Rwanda,2024,capital,Education,Junior,14.0,439469,0.09,399919,0.5053,202092,53,0.7901,0.9216,558.03,0.069,0.7817,0.5732,0.7601,high 2637,Mozambique,2018,urban,Security,Junior,28.12,264320,0.2396,200982,0.205,41205,13,0.5553,0.6428,145.03,0.0581,0.2948,0.2062,0.4204,low 2638,South Africa,2023,rural,Health,Senior,61.51,3212314,0.265,2361000,0.3639,859227,39,0.5961,0.8448,746.82,0.0926,0.7813,0.6465,0.6417,moderate 2639,Uganda,2024,remote,Administration,Junior,49.0,358158,0.5299,168367,0.1538,25898,14,0.5412,0.6877,205.61,0.055,0.5077,0.4027,0.3852,low 2640,South Africa,2022,capital,Health,Mid_Level,61.02,2936660,0.1758,2420353,0.5288,1279901,36,0.6525,0.8719,374.59,0.0877,0.6239,0.6206,0.6835,high 2641,Botswana,2020,urban,Security,Senior,2.45,111133,0.1086,99060,0.559,55378,44,0.694,0.8404,712.33,0.0864,0.7051,0.7456,0.7437,high 2642,DRC,2023,rural,Education,Junior,101.74,556512,0.438,312757,0.1063,33231,8,0.5042,0.5889,115.46,0.0668,0.2856,0.2322,0.3272,critical 2643,Tanzania,2024,remote,Security,Senior,67.0,1165831,0.3555,751372,0.1541,115774,14,0.63,0.7573,278.63,0.0527,0.4942,0.4553,0.4432,low 2644,Ethiopia,2025,capital,Health,Junior,129.15,1629488,0.2837,1167239,0.2571,300130,10,0.4745,0.6185,107.87,0.065,0.3087,0.2357,0.4156,low 2645,Uganda,2019,remote,Education,Junior,41.86,288120,0.4134,169018,0.1365,23068,12,0.5599,0.7921,286.74,0.0679,0.5347,0.4762,0.4307,low 2646,DRC,2018,remote,Finance,Mid_Level,86.92,533611,0.482,276386,0.1,27638,7,0.5707,0.6981,94.64,0.0543,0.3097,0.1889,0.3266,critical 2647,Ghana,2020,urban,Security,Junior,31.29,679393,0.1442,581391,0.3881,225626,21,0.5948,0.8071,219.05,0.0524,0.4252,0.477,0.5748,moderate 2648,Senegal,2022,rural,Social_Services,Executive,17.07,415959,0.1982,333513,0.2609,87028,28,0.6365,0.7904,1244.0,0.0627,0.5289,0.4141,0.5485,moderate 2649,Tanzania,2020,capital,Security,Executive,59.53,1205284,0.1556,1017773,0.3705,377135,12,0.5627,0.8146,1275.6,0.0625,0.5196,0.3824,0.5461,moderate 2650,South Africa,2023,capital,Health,Senior,61.51,2829965,0.162,2371470,0.5298,1256364,29,0.5531,0.7821,621.48,0.0843,0.7148,0.6326,0.6665,high 2651,Ghana,2024,rural,Security,Mid_Level,34.0,900008,0.2138,707628,0.2598,183859,21,0.6262,0.7398,318.93,0.049,0.4825,0.3448,0.5077,moderate 2652,Kenya,2024,urban,Security,Mid_Level,55.0,1681910,0.1503,1429082,0.4825,689533,37,0.6054,0.8881,560.2,0.0932,0.6196,0.7565,0.6964,high 2653,South Africa,2025,capital,Security,Junior,62.5,3049056,0.1606,2559361,0.4671,1195491,30,0.6498,0.9268,360.21,0.0647,0.6107,0.5204,0.6538,high 2654,Kenya,2025,urban,Security,Junior,56.15,2258614,0.1339,1956148,0.498,974128,38,0.7396,0.8492,613.66,0.0747,0.7339,0.6805,0.7048,high 2655,Kenya,2021,urban,Health,Director,51.68,1783800,0.1162,1576559,0.467,736207,39,0.5665,0.8216,1313.2,0.0903,0.6602,0.5979,0.6842,high 2656,South Africa,2023,capital,Administration,Senior,61.51,3644319,0.1431,3122788,0.4858,1517204,42,0.6059,0.8102,705.26,0.0788,0.6627,0.594,0.6879,high 2657,Nigeria,2019,rural,Education,Mid_Level,203.29,4361980,0.3257,2941250,0.2698,793665,25,0.5364,0.7231,293.15,0.0668,0.4356,0.4739,0.498,low 2658,Ethiopia,2024,remote,Education,Mid_Level,126.0,1485029,0.4957,748955,0.1102,82523,7,0.5867,0.654,127.26,0.0543,0.3392,0.2349,0.3266,critical 2659,South Africa,2023,urban,Education,Mid_Level,61.51,3585468,0.2029,2857827,0.4309,1231369,36,0.623,0.8277,550.33,0.0815,0.7822,0.5779,0.6571,high 2660,Nigeria,2021,urban,Social_Services,Senior,213.58,4732081,0.2267,3659213,0.3044,1113931,22,0.6682,0.7178,307.14,0.0485,0.525,0.4072,0.5253,moderate 2661,Ethiopia,2019,capital,Security,Junior,111.37,1229435,0.2919,870621,0.2078,180908,7,0.4901,0.6226,91.51,0.0508,0.2701,0.218,0.3887,low 2662,DRC,2024,capital,Security,Junior,105.0,701831,0.2904,498003,0.16,79684,7,0.4732,0.6108,108.41,0.0639,0.2655,0.1827,0.3713,low 2663,Senegal,2024,urban,Health,Mid_Level,18.0,340557,0.1817,278679,0.3227,89927,17,0.6205,0.8014,285.21,0.0536,0.504,0.4751,0.5459,moderate 2664,Botswana,2021,remote,Security,Senior,2.49,101563,0.2458,76594,0.3185,24397,52,0.8017,0.8991,784.54,0.0848,0.7674,0.7148,0.6813,high 2665,Ethiopia,2022,rural,Administration,Junior,119.93,1533243,0.431,872367,0.1762,153744,8,0.536,0.6016,131.47,0.0663,0.3111,0.2044,0.3481,critical 2666,Senegal,2020,rural,Administration,Mid_Level,16.18,305025,0.2168,238909,0.2742,65498,22,0.6041,0.8117,306.09,0.05,0.5016,0.4196,0.5332,moderate 2667,Uganda,2024,urban,Health,Mid_Level,49.0,388191,0.2438,293537,0.3115,91448,13,0.4784,0.6838,205.16,0.0508,0.4842,0.3329,0.4837,low 2668,Nigeria,2022,urban,Agriculture,Executive,218.92,5024460,0.2175,3931476,0.3168,1245642,22,0.5647,0.7917,1060.99,0.0528,0.4872,0.4582,0.5431,moderate 2669,Ethiopia,2022,rural,Security,Mid_Level,119.93,1350848,0.4362,761628,0.1414,107714,10,0.4756,0.7022,137.56,0.0523,0.3256,0.2181,0.361,low 2670,Ghana,2023,urban,Infrastructure,Mid_Level,33.3,801791,0.1843,653981,0.3554,232447,30,0.7056,0.724,226.36,0.0532,0.5547,0.3461,0.5665,moderate 2671,DRC,2024,remote,Education,Senior,105.0,621111,0.5636,271035,0.1006,27271,7,0.4575,0.6675,197.06,0.0632,0.2874,0.2143,0.302,critical 2672,Kenya,2020,urban,Education,Mid_Level,50.61,1936455,0.1133,1717105,0.3776,648319,40,0.6249,0.8201,519.42,0.0796,0.6205,0.7177,0.6729,high 2673,Kenya,2019,rural,Justice,Junior,49.57,1869411,0.1916,1511254,0.3663,553503,39,0.6344,0.8704,548.56,0.0879,0.6934,0.7352,0.6646,high 2674,Ethiopia,2020,remote,Education,Junior,114.15,1246571,0.6,498628,0.1304,65041,9,0.6011,0.6171,100.82,0.0511,0.2948,0.2011,0.2973,critical 2675,Nigeria,2019,capital,Education,Junior,203.29,4156310,0.2019,3316956,0.3235,1073195,14,0.5802,0.7909,248.24,0.0618,0.5693,0.4428,0.5352,moderate 2676,DRC,2020,remote,Infrastructure,Mid_Level,92.57,587391,0.5831,244897,0.1003,24558,6,0.5117,0.5934,134.79,0.0545,0.2933,0.2309,0.2857,critical 2677,Uganda,2019,capital,Agriculture,Junior,41.86,290168,0.2204,226203,0.2765,62549,12,0.5956,0.7207,248.44,0.0544,0.5676,0.4439,0.5033,moderate 2678,Senegal,2021,rural,Education,Junior,16.62,357961,0.2216,278643,0.2444,68108,20,0.6173,0.8093,309.12,0.0618,0.5194,0.4052,0.5196,moderate 2679,Nigeria,2020,rural,Health,Senior,208.37,3896976,0.2663,2859372,0.2237,639720,23,0.551,0.7664,339.71,0.0638,0.5137,0.4796,0.5112,moderate 2680,Mozambique,2020,urban,Education,Mid_Level,29.66,326664,0.2547,243460,0.2254,54877,8,0.5807,0.6749,149.18,0.0605,0.3163,0.164,0.4119,low 2681,Rwanda,2021,rural,Health,Senior,13.04,368656,0.1355,318691,0.3509,111814,37,0.6722,0.9203,567.19,0.0721,0.5979,0.6547,0.6596,high 2682,Ghana,2023,remote,Education,Junior,33.3,714903,0.279,515444,0.2108,108640,31,0.5709,0.7922,247.14,0.0688,0.5545,0.4572,0.5304,moderate 2683,Ethiopia,2021,urban,Education,Junior,117.0,1452999,0.3732,910733,0.227,206730,9,0.4946,0.6698,99.19,0.0502,0.2634,0.228,0.3856,low 2684,Mozambique,2021,remote,Infrastructure,Mid_Level,30.47,334532,0.5519,149903,0.1,14990,9,0.4797,0.6429,95.16,0.0636,0.2877,0.2371,0.3084,critical 2685,Nigeria,2024,rural,Security,Junior,230.0,4025486,0.2919,2850634,0.2699,769267,15,0.5466,0.7941,222.97,0.0703,0.5652,0.3291,0.4905,low 2686,Kenya,2022,capital,Finance,Senior,52.76,1610277,0.141,1383238,0.5512,762443,38,0.6239,0.8077,719.67,0.0698,0.5992,0.5363,0.6823,high 2687,Tanzania,2023,capital,Education,Mid_Level,65.05,1056635,0.1642,883143,0.2888,255024,13,0.5066,0.6939,245.81,0.051,0.4708,0.4358,0.5084,moderate 2688,Rwanda,2023,urban,Administration,Senior,13.67,423343,0.1053,378778,0.401,151897,47,0.6973,0.9335,953.22,0.0676,0.8006,0.7162,0.7331,high 2689,Tanzania,2023,remote,Education,Junior,65.05,1301173,0.2777,939802,0.1785,167793,21,0.6515,0.7079,276.89,0.0501,0.5541,0.3971,0.479,low 2690,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,806748,0.3121,554975,0.2237,124143,29,0.5291,0.7272,239.88,0.0504,0.5377,0.4037,0.5036,moderate 2691,Ethiopia,2018,rural,Education,Mid_Level,108.65,1178509,0.3362,782290,0.1402,109651,9,0.5759,0.6635,85.08,0.0622,0.2984,0.2237,0.3752,low 2692,Rwanda,2020,rural,Security,Mid_Level,12.73,371164,0.1159,328131,0.3045,99920,60,0.7659,0.8633,507.71,0.0665,0.668,0.681,0.7115,high 2693,Ethiopia,2019,remote,Health,Mid_Level,111.37,1256702,0.6,502680,0.1318,66236,8,0.526,0.7097,127.77,0.0481,0.325,0.1889,0.3108,critical 2694,Mozambique,2020,remote,ICT,Junior,29.66,286884,0.4377,161313,0.1209,19500,14,0.6229,0.5905,87.61,0.0612,0.27,0.169,0.3383,critical 2695,Tanzania,2020,rural,Security,Senior,59.53,930960,0.2921,658995,0.2234,147199,15,0.5785,0.7949,285.87,0.0674,0.5104,0.4192,0.4825,low 2696,South Africa,2025,rural,Agriculture,Junior,62.5,3322533,0.2587,2463010,0.4135,1018517,46,0.7435,0.8839,580.09,0.0718,0.684,0.6646,0.6711,high 2697,Kenya,2022,urban,ICT,Senior,52.76,2028243,0.1528,1718246,0.4787,822558,38,0.6044,0.9105,650.88,0.0872,0.6183,0.6623,0.6911,high 2698,Mozambique,2020,rural,Social_Services,Junior,29.66,262319,0.4494,144443,0.1327,19172,13,0.6038,0.6813,86.31,0.0657,0.3415,0.1895,0.3586,low 2699,Ethiopia,2023,urban,ICT,Junior,122.93,1389077,0.2732,1009642,0.25,252452,10,0.499,0.6025,146.99,0.0495,0.3129,0.2088,0.4118,low 2700,Uganda,2024,rural,Social_Services,Junior,49.0,383802,0.2997,268792,0.1943,52229,15,0.5758,0.8137,313.26,0.0554,0.5299,0.434,0.4796,low 2701,Ghana,2025,capital,Agriculture,Junior,34.71,828101,0.1675,689377,0.3922,270388,18,0.6197,0.688,224.23,0.0623,0.5186,0.4266,0.5489,moderate 2702,Mozambique,2025,urban,Health,Junior,33.89,339952,0.2746,246598,0.2225,54878,12,0.5401,0.6971,141.32,0.0651,0.3025,0.1788,0.4197,low 2703,Kenya,2022,capital,Infrastructure,Senior,52.76,1854944,0.0993,1670772,0.4125,689209,42,0.6127,0.8544,874.56,0.0721,0.7499,0.5396,0.6904,high 2704,DRC,2023,capital,Education,Junior,101.74,682148,0.3244,460850,0.1985,91490,8,0.581,0.6567,116.39,0.0638,0.2808,0.2335,0.3885,low 2705,Uganda,2025,capital,Administration,Junior,50.57,426543,0.271,310942,0.2767,86041,11,0.5858,0.7414,248.0,0.0663,0.4631,0.3355,0.47,low 2706,Botswana,2025,rural,Security,Junior,2.64,136415,0.1494,116040,0.3469,40256,40,0.7073,0.8053,443.83,0.0809,0.7315,0.5588,0.6492,moderate 2707,Kenya,2023,urban,Education,Junior,53.87,2153489,0.1454,1840310,0.3872,712539,32,0.5489,0.8571,560.04,0.0658,0.7887,0.6173,0.6596,high 2708,Kenya,2019,capital,Health,Senior,49.57,1724626,0.1343,1492964,0.4407,657948,31,0.6076,0.8423,568.96,0.0654,0.8041,0.6933,0.6802,high 2709,South Africa,2018,rural,Education,Senior,59.11,3555310,0.1848,2898205,0.4101,1188680,31,0.586,0.8716,847.17,0.0694,0.6237,0.5945,0.6364,moderate 2710,Senegal,2020,urban,Health,Executive,16.18,387801,0.1931,312914,0.3101,97049,16,0.5701,0.7672,1081.09,0.0502,0.5516,0.3984,0.5293,moderate 2711,Uganda,2020,urban,Health,Junior,43.2,397277,0.2757,287757,0.2402,69127,13,0.4998,0.8137,295.93,0.0611,0.5678,0.3797,0.4904,low 2712,Uganda,2024,urban,Social_Services,Director,49.0,387644,0.2352,296460,0.2496,74002,13,0.5061,0.7332,627.51,0.0501,0.5614,0.3204,0.4843,low 2713,Ethiopia,2019,capital,ICT,Junior,111.37,1214519,0.2373,926324,0.2307,213674,12,0.556,0.631,110.25,0.0508,0.3015,0.1939,0.4225,low 2714,Rwanda,2023,capital,Health,Mid_Level,13.67,439934,0.0959,397742,0.5479,217904,60,0.8325,0.8293,621.3,0.0867,0.7262,0.664,0.7764,high 2715,Tanzania,2018,rural,Justice,Executive,56.11,989739,0.3158,677218,0.2019,136728,22,0.6038,0.7744,1044.21,0.0716,0.4316,0.3857,0.4744,low 2716,Botswana,2025,capital,Agriculture,Mid_Level,2.64,129707,0.1307,112749,0.5343,60244,50,0.71,0.8777,410.11,0.0727,0.7105,0.5208,0.7307,high 2717,DRC,2023,capital,Administration,Senior,101.74,633055,0.3701,398789,0.2063,82274,9,0.5564,0.6434,213.86,0.0649,0.2975,0.2,0.3778,low 2718,Nigeria,2019,rural,Administration,Junior,203.29,3592355,0.3589,2302885,0.2168,499320,22,0.5846,0.7532,191.26,0.0513,0.5117,0.3804,0.4717,low 2719,Botswana,2024,remote,Social_Services,Junior,2.6,116374,0.1812,95291,0.3049,29054,43,0.744,0.8758,401.16,0.0772,0.7372,0.7431,0.6678,high 2720,Kenya,2020,rural,Health,Director,50.61,1811393,0.1993,1450311,0.3101,449738,44,0.7206,0.7911,1287.64,0.0727,0.77,0.7235,0.6557,high 2721,Kenya,2021,urban,Social_Services,Senior,51.68,1811486,0.1467,1545683,0.4117,636336,31,0.7071,0.8902,557.45,0.0786,0.6781,0.5801,0.6531,high 2722,Rwanda,2025,capital,Education,Senior,14.34,382634,0.0912,347721,0.5243,182306,45,0.6614,0.8585,953.71,0.0919,0.6185,0.6681,0.7282,high 2723,Rwanda,2023,urban,Education,Mid_Level,13.67,399694,0.1255,349532,0.4154,145184,36,0.7212,0.9173,475.03,0.0881,0.7726,0.5863,0.686,high 2724,Rwanda,2023,rural,Education,Director,13.67,467637,0.1432,400654,0.2933,117496,62,0.7532,0.7886,1424.07,0.086,0.6244,0.5915,0.6824,high 2725,Uganda,2024,remote,Finance,Junior,49.0,374592,0.4514,205511,0.141,28980,16,0.4807,0.7975,301.7,0.0668,0.4705,0.4212,0.4212,low 2726,Rwanda,2020,urban,Security,Senior,12.73,419918,0.0964,379445,0.4839,183614,43,0.6979,0.8274,880.48,0.094,0.6559,0.7459,0.7187,high 2727,Rwanda,2023,urban,Infrastructure,Junior,13.67,373646,0.09,340017,0.4914,167099,41,0.6631,0.9163,551.33,0.0694,0.7492,0.5759,0.7228,high 2728,Ghana,2024,capital,Health,Director,34.0,793972,0.1376,684689,0.3841,262974,22,0.6476,0.6979,443.41,0.0688,0.4699,0.3323,0.5515,moderate 2729,Tanzania,2018,remote,Infrastructure,Mid_Level,56.11,1045171,0.3329,697202,0.1816,126591,22,0.6129,0.8016,176.44,0.0595,0.5156,0.3522,0.4742,low 2730,Botswana,2019,capital,Education,Senior,2.41,93216,0.1166,82348,0.5014,41287,47,0.6369,0.7917,734.62,0.0714,0.6744,0.6846,0.7184,high 2731,Nigeria,2025,rural,Infrastructure,Mid_Level,235.75,4675525,0.3075,3237626,0.2451,793389,19,0.6258,0.7336,191.28,0.0634,0.5444,0.4448,0.4908,low 2732,Ghana,2020,rural,ICT,Junior,31.29,787536,0.2213,613240,0.3045,186708,22,0.6292,0.6991,185.05,0.0505,0.464,0.4559,0.5226,moderate 2733,Tanzania,2019,capital,Social_Services,Junior,57.79,1067999,0.1467,911324,0.3771,343624,18,0.5016,0.7701,229.83,0.0565,0.4862,0.4013,0.5569,moderate 2734,Senegal,2022,capital,Justice,Junior,17.07,397885,0.1258,347847,0.3779,131442,22,0.614,0.7937,252.43,0.0691,0.5683,0.4762,0.5915,moderate 2735,Nigeria,2020,capital,Security,Junior,208.37,4502037,0.1604,3779910,0.3899,1473922,14,0.6193,0.7727,199.26,0.0602,0.5008,0.4606,0.5544,moderate 2736,Uganda,2022,rural,Education,Mid_Level,46.01,318410,0.4274,182326,0.2064,37627,18,0.6202,0.7077,218.36,0.0547,0.4588,0.3225,0.424,low 2737,DRC,2024,rural,Agriculture,Mid_Level,105.0,559004,0.4677,297540,0.1126,33494,9,0.5684,0.6061,134.54,0.0612,0.2624,0.1656,0.3174,critical 2738,Ghana,2019,rural,Social_Services,Mid_Level,30.64,654783,0.2224,509130,0.2717,138318,21,0.5982,0.6843,178.0,0.0621,0.4647,0.4298,0.5069,moderate 2739,South Africa,2024,urban,ICT,Mid_Level,62.0,3554877,0.1806,2912704,0.5404,1573903,37,0.6352,0.822,522.94,0.076,0.8025,0.6768,0.7036,high 2740,Ghana,2020,urban,Justice,Senior,31.29,814368,0.1442,696962,0.4276,298003,31,0.6936,0.7757,268.6,0.0708,0.4352,0.3439,0.5926,moderate 2741,Uganda,2023,urban,Justice,Mid_Level,47.48,323345,0.2854,231054,0.3046,70368,18,0.5132,0.7271,192.93,0.066,0.5191,0.3975,0.5005,moderate 2742,Tanzania,2020,rural,Social_Services,Mid_Level,59.53,950783,0.2603,703254,0.2506,176246,18,0.6156,0.7192,226.47,0.0508,0.4764,0.3471,0.4828,low 2743,Mozambique,2022,urban,Social_Services,Junior,31.29,285875,0.2401,217235,0.1833,39819,13,0.5729,0.6656,145.79,0.0541,0.2974,0.1735,0.4152,low 2744,Uganda,2019,urban,Security,Senior,41.86,315510,0.259,233805,0.307,71773,17,0.6004,0.7361,339.24,0.0654,0.439,0.407,0.4995,low 2745,Uganda,2018,rural,Agriculture,Junior,40.56,316693,0.3157,216708,0.2179,47217,18,0.5402,0.6794,309.65,0.0683,0.5445,0.377,0.4646,low 2746,Rwanda,2018,remote,Infrastructure,Junior,12.14,394587,0.1923,318711,0.2174,69276,63,0.7646,0.797,354.79,0.0817,0.7197,0.5459,0.6599,high 2747,Nigeria,2022,urban,Finance,Executive,218.92,4110241,0.2596,3043327,0.3146,957453,16,0.5052,0.8161,713.98,0.0533,0.4761,0.4251,0.5163,moderate 2748,DRC,2021,capital,Infrastructure,Senior,95.53,639667,0.3829,394723,0.1715,67690,6,0.4563,0.6977,206.81,0.0631,0.2997,0.1966,0.3664,low 2749,Ghana,2021,urban,Finance,Junior,31.94,707045,0.1592,594474,0.4394,261209,32,0.6754,0.8006,190.53,0.051,0.4389,0.3301,0.597,moderate 2750,Tanzania,2023,capital,Administration,Mid_Level,65.05,1055265,0.1984,845949,0.3686,311840,18,0.5018,0.7351,257.28,0.0659,0.4698,0.4597,0.5408,moderate 2751,Tanzania,2020,remote,Health,Senior,59.53,953289,0.3642,606073,0.1863,112887,15,0.493,0.825,480.99,0.0662,0.483,0.3415,0.4492,low 2752,Tanzania,2021,rural,Health,Junior,61.31,1237436,0.2851,884619,0.237,209677,22,0.5917,0.7227,311.41,0.0717,0.4281,0.3729,0.4815,low 2753,Ethiopia,2020,capital,Education,Junior,114.15,1450512,0.236,1108229,0.2679,296904,10,0.5167,0.6902,130.85,0.0661,0.334,0.2246,0.4424,low 2754,Botswana,2024,rural,Education,Mid_Level,2.6,119306,0.1991,95546,0.3841,36699,37,0.6398,0.8355,490.55,0.0826,0.7941,0.5931,0.6528,high 2755,Senegal,2025,rural,Education,Junior,18.49,456632,0.242,346110,0.2286,79124,23,0.5524,0.7695,201.04,0.0564,0.4833,0.406,0.5085,moderate 2756,South Africa,2019,rural,Social_Services,Mid_Level,59.58,3539494,0.2545,2638716,0.3108,819990,30,0.6498,0.8877,640.37,0.0641,0.6448,0.7363,0.6103,moderate 2757,Tanzania,2025,urban,Infrastructure,Senior,69.01,1227262,0.2208,956326,0.3495,334200,15,0.5221,0.8158,357.97,0.0484,0.5004,0.4187,0.5339,moderate 2758,Uganda,2019,rural,Education,Junior,41.86,309699,0.3649,196695,0.2213,43537,15,0.6186,0.6846,230.89,0.0584,0.5453,0.4177,0.4506,low 2759,DRC,2024,urban,Administration,Senior,105.0,708526,0.3258,477658,0.1406,67146,8,0.5308,0.6863,136.53,0.0623,0.2729,0.2012,0.374,low 2760,Rwanda,2019,remote,Education,Mid_Level,12.43,317707,0.1553,268378,0.2519,67617,36,0.6523,0.7963,567.96,0.0918,0.7543,0.5365,0.6127,moderate 2761,DRC,2021,capital,Finance,Senior,95.53,494292,0.2882,351831,0.1976,69534,7,0.4861,0.7084,142.82,0.0669,0.271,0.237,0.4019,low 2762,Botswana,2024,capital,ICT,Junior,2.6,129621,0.1209,113945,0.5196,59211,46,0.5838,0.8624,524.66,0.0771,0.7681,0.762,0.7471,high 2763,South Africa,2022,rural,Health,Executive,61.02,3581303,0.269,2618106,0.39,1021142,35,0.5866,0.8519,1499.12,0.0817,0.6727,0.7093,0.6337,moderate 2764,DRC,2023,urban,Security,Junior,101.74,564422,0.3483,367849,0.1481,54465,7,0.49,0.5878,105.66,0.0592,0.3297,0.1744,0.356,low 2765,South Africa,2020,capital,Health,Junior,60.06,3182849,0.1671,2651012,0.5826,1544572,49,0.7811,0.7823,383.62,0.0799,0.7188,0.6755,0.7331,high 2766,South Africa,2021,remote,Infrastructure,Director,60.54,3678272,0.2786,2653437,0.2403,637713,35,0.6128,0.916,1596.27,0.0694,0.5992,0.736,0.5989,moderate 2767,Nigeria,2022,rural,Education,Junior,218.92,4069226,0.2458,3068938,0.2318,711321,15,0.5539,0.7949,182.14,0.0695,0.4435,0.425,0.4901,low 2768,Nigeria,2019,rural,Health,Junior,203.29,4629120,0.2535,3455418,0.2588,894146,22,0.5561,0.6841,299.96,0.0697,0.4442,0.4557,0.4989,low 2769,Senegal,2024,rural,Justice,Junior,18.0,395545,0.2563,294147,0.2771,81518,18,0.5932,0.7069,208.32,0.0525,0.4535,0.3999,0.4916,low 2770,Senegal,2020,rural,Administration,Mid_Level,16.18,323005,0.259,239337,0.2212,52944,22,0.5385,0.8156,223.74,0.071,0.5709,0.4709,0.5221,moderate 2771,Ghana,2024,rural,ICT,Junior,34.0,929025,0.2029,740530,0.2684,198756,23,0.68,0.7231,258.21,0.0632,0.5267,0.3392,0.5189,moderate 2772,Mozambique,2022,rural,Administration,Director,31.29,288005,0.3395,190217,0.1519,28901,11,0.5838,0.6953,211.92,0.0691,0.2789,0.2376,0.3865,low 2773,Ghana,2021,remote,Education,Mid_Level,31.94,693992,0.3282,466236,0.2379,110895,30,0.6535,0.6928,322.59,0.0563,0.5199,0.3637,0.4947,low 2774,Botswana,2024,urban,Education,Junior,2.6,119644,0.1134,106071,0.5948,63093,52,0.804,0.8313,548.52,0.0785,0.786,0.6043,0.7641,high 2775,Uganda,2020,urban,Infrastructure,Senior,43.2,315265,0.2863,224991,0.259,58270,11,0.618,0.7929,476.7,0.0576,0.5385,0.4242,0.4859,low 2776,Tanzania,2022,capital,Health,Junior,63.15,1221910,0.197,981189,0.3508,344240,14,0.6023,0.692,309.1,0.0572,0.5341,0.3471,0.5154,moderate 2777,Kenya,2020,urban,Infrastructure,Junior,50.61,1797123,0.1121,1595743,0.4959,791370,33,0.6204,0.8631,584.5,0.0662,0.7426,0.7567,0.7079,high 2778,South Africa,2021,capital,Education,Director,60.54,2840719,0.1224,2492936,0.6106,1522209,48,0.6838,0.7659,1312.83,0.0901,0.6551,0.5649,0.7289,high 2779,Tanzania,2025,rural,Finance,Director,69.01,1282484,0.3109,883765,0.1973,174395,17,0.5985,0.7362,568.66,0.0647,0.5159,0.3652,0.4626,low 2780,Mozambique,2021,rural,Security,Mid_Level,30.47,282716,0.3248,190889,0.1587,30293,14,0.5749,0.6593,93.82,0.0587,0.2985,0.1969,0.3919,low 2781,Uganda,2019,capital,Administration,Mid_Level,41.86,371303,0.2565,276059,0.3288,90775,12,0.4832,0.7671,257.4,0.0503,0.5167,0.3491,0.4997,low 2782,Botswana,2018,remote,Infrastructure,Junior,2.38,94098,0.245,71043,0.3262,23176,38,0.6393,0.8747,383.35,0.0812,0.6409,0.5786,0.6185,moderate 2783,South Africa,2022,urban,Infrastructure,Junior,61.02,3222104,0.2006,2575863,0.4927,1269209,40,0.6586,0.9106,554.52,0.065,0.6198,0.6703,0.6886,high 2784,Botswana,2024,capital,Infrastructure,Mid_Level,2.6,113518,0.1207,99819,0.5488,54781,48,0.7472,0.9275,541.67,0.0753,0.7465,0.7292,0.7637,high 2785,Kenya,2021,urban,Health,Mid_Level,51.68,1778732,0.1152,1573862,0.4481,705267,45,0.5885,0.8526,630.75,0.0947,0.6668,0.5646,0.6968,high 2786,DRC,2021,urban,Infrastructure,Mid_Level,95.53,619319,0.3793,384399,0.1844,70885,9,0.539,0.6005,141.87,0.0651,0.2853,0.1786,0.3602,low 2787,Ethiopia,2023,capital,Justice,Junior,122.93,1516488,0.258,1125235,0.2384,268212,11,0.5092,0.5893,89.57,0.0498,0.2963,0.1667,0.4073,low 2788,Mozambique,2021,rural,Administration,Junior,30.47,339076,0.4574,183971,0.1494,27490,13,0.5492,0.5947,153.12,0.0707,0.284,0.1757,0.3407,critical 2789,Mozambique,2018,rural,Administration,Junior,28.12,290661,0.4355,164065,0.1388,22772,12,0.5388,0.5935,120.32,0.0501,0.3166,0.1848,0.345,critical 2790,South Africa,2024,urban,Administration,Mid_Level,62.0,3507660,0.1576,2954728,0.4864,1437104,45,0.7253,0.8827,352.39,0.0646,0.6092,0.5282,0.6908,high 2791,Senegal,2024,urban,Infrastructure,Junior,18.0,428625,0.1356,370496,0.3226,119530,26,0.6389,0.6889,186.08,0.0578,0.5155,0.3595,0.5526,moderate 2792,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,345086,0.253,257792,0.1734,44689,9,0.4822,0.6272,86.06,0.068,0.3314,0.2171,0.4015,low 2793,Ghana,2020,rural,Agriculture,Mid_Level,31.29,685489,0.276,496312,0.2673,132658,21,0.5649,0.7121,324.13,0.0635,0.5595,0.4722,0.5103,moderate 2794,Uganda,2022,rural,Administration,Junior,46.01,342577,0.3458,224102,0.2074,46472,17,0.5416,0.8014,273.15,0.0569,0.5271,0.4563,0.4764,low 2795,Uganda,2020,urban,Security,Junior,43.2,312175,0.3082,215947,0.2504,54068,12,0.6085,0.7713,239.74,0.0572,0.4525,0.3309,0.4596,low 2796,Mozambique,2025,capital,Health,Senior,33.89,378943,0.2775,273795,0.1993,54563,10,0.6147,0.676,215.4,0.0587,0.3249,0.2385,0.4132,low 2797,Senegal,2020,urban,Health,Mid_Level,16.18,328275,0.1461,280329,0.3659,102583,25,0.5833,0.8167,199.26,0.0607,0.5176,0.4188,0.5836,moderate 2798,Rwanda,2023,urban,Social_Services,Senior,13.67,468905,0.127,409356,0.4648,190253,56,0.7028,0.8756,528.35,0.0758,0.7871,0.6955,0.754,high 2799,Mozambique,2018,rural,Education,Senior,28.12,248751,0.4,149254,0.1532,22859,12,0.5109,0.6881,211.71,0.0567,0.279,0.2131,0.3707,low 2800,Botswana,2020,urban,Finance,Mid_Level,2.45,121136,0.1488,103108,0.5618,57927,33,0.6012,0.7972,548.98,0.0831,0.8013,0.6364,0.6991,high 2801,Rwanda,2018,urban,Education,Junior,12.14,350192,0.0967,316332,0.42,132870,49,0.7607,0.9156,428.09,0.0783,0.772,0.7771,0.7456,high 2802,Botswana,2024,urban,Administration,Mid_Level,2.6,103434,0.105,92569,0.5971,55273,56,0.715,0.8775,441.44,0.0864,0.6887,0.6106,0.7746,high 2803,Botswana,2021,urban,Administration,Senior,2.49,101632,0.1148,89961,0.4962,44640,31,0.6297,0.8471,581.07,0.0957,0.7549,0.5676,0.6822,high 2804,Rwanda,2023,urban,Security,Mid_Level,13.67,365718,0.1063,326851,0.526,171920,57,0.7556,0.9084,598.62,0.0924,0.6179,0.5537,0.7508,high 2805,Nigeria,2024,remote,Agriculture,Director,230.0,4824684,0.3128,3315533,0.203,673111,24,0.6024,0.7866,569.33,0.0628,0.487,0.4043,0.4897,low 2806,Ghana,2023,capital,Health,Junior,33.3,856226,0.1544,724002,0.42,304086,25,0.5173,0.7944,280.1,0.0645,0.4301,0.4243,0.5835,moderate 2807,Botswana,2022,rural,Health,Mid_Level,2.52,129297,0.1916,104525,0.4294,44883,33,0.6376,0.8069,513.48,0.0866,0.7518,0.7778,0.666,high 2808,Mozambique,2025,urban,Administration,Senior,33.89,361627,0.2601,267574,0.1795,48024,11,0.4688,0.6219,133.93,0.0606,0.3105,0.1689,0.3986,low 2809,Ghana,2024,capital,Education,Mid_Level,34.0,870941,0.1484,741673,0.4468,331415,22,0.5444,0.743,192.01,0.0712,0.5075,0.343,0.5761,moderate 2810,Ghana,2024,rural,Finance,Executive,34.0,850156,0.2124,669562,0.3045,203858,31,0.5795,0.676,1065.57,0.0656,0.4641,0.4742,0.5457,moderate 2811,Tanzania,2019,rural,Administration,Junior,57.79,1040725,0.2142,817841,0.2335,190994,18,0.6198,0.7502,228.08,0.0513,0.4327,0.4046,0.4961,low 2812,Mozambique,2025,rural,Education,Executive,33.89,306781,0.4604,165528,0.1323,21906,9,0.5936,0.646,592.85,0.066,0.2691,0.1698,0.3313,critical 2813,Nigeria,2021,rural,Finance,Junior,213.58,3909581,0.3012,2732057,0.205,560152,19,0.4953,0.806,268.02,0.0518,0.5403,0.3988,0.4883,low 2814,Kenya,2022,capital,Education,Senior,52.76,1651180,0.1259,1443233,0.4392,633916,33,0.6383,0.7857,560.33,0.0795,0.681,0.7595,0.6727,high 2815,South Africa,2023,rural,Administration,Junior,61.51,3631415,0.2698,2651611,0.3549,941018,43,0.6409,0.7818,428.78,0.0666,0.6972,0.6899,0.6347,moderate 2816,DRC,2018,urban,Health,Director,86.92,568932,0.2925,402540,0.1805,72675,9,0.5851,0.6992,294.32,0.0537,0.3333,0.2268,0.4054,low 2817,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,356855,0.3001,249765,0.1973,49273,13,0.4696,0.7529,229.71,0.0583,0.4417,0.4009,0.454,low 2818,Uganda,2020,capital,Justice,Mid_Level,43.2,348489,0.2517,260768,0.2841,74092,11,0.5207,0.7933,266.24,0.067,0.5603,0.3599,0.4966,low 2819,Tanzania,2025,rural,Agriculture,Mid_Level,69.01,1230523,0.219,961034,0.1941,186509,16,0.5138,0.688,178.67,0.0715,0.4568,0.4776,0.4804,low 2820,Ethiopia,2022,capital,Health,Junior,119.93,1380330,0.247,1039445,0.2636,274015,9,0.5403,0.6502,131.49,0.0719,0.2949,0.1858,0.4223,low 2821,Rwanda,2025,remote,Justice,Senior,14.34,418122,0.1828,341688,0.2408,82277,53,0.7816,0.8286,765.84,0.0888,0.6389,0.6787,0.653,high 2822,Ghana,2024,capital,Education,Junior,34.0,724135,0.1586,609310,0.4453,271316,23,0.6135,0.7037,300.46,0.0567,0.5311,0.3408,0.5719,moderate 2823,Nigeria,2024,urban,ICT,Junior,230.0,5114739,0.2171,4004385,0.2912,1166002,22,0.5321,0.795,225.23,0.0662,0.4972,0.4059,0.5331,moderate 2824,Nigeria,2023,rural,Security,Mid_Level,224.39,4602607,0.3369,3052166,0.2256,688573,16,0.6038,0.756,310.09,0.0712,0.5551,0.4076,0.4718,low 2825,Ghana,2024,urban,Health,Senior,34.0,921781,0.1446,788511,0.427,336690,30,0.5866,0.6776,459.6,0.0497,0.4598,0.4068,0.5839,moderate 2826,Ethiopia,2024,rural,Security,Senior,126.0,1596111,0.4431,888823,0.144,128034,9,0.5282,0.5874,169.8,0.0535,0.2631,0.2037,0.3325,critical 2827,DRC,2019,capital,Justice,Senior,89.7,564169,0.2803,406045,0.1872,75997,9,0.4931,0.6023,172.82,0.0582,0.2688,0.1753,0.384,low 2828,Ethiopia,2021,rural,Infrastructure,Executive,117.0,1210119,0.4681,643666,0.1529,98408,11,0.5824,0.6656,517.77,0.0639,0.3223,0.1705,0.3478,critical 2829,Botswana,2020,rural,Infrastructure,Junior,2.45,125502,0.2008,100303,0.3855,38662,45,0.6376,0.8527,640.64,0.0721,0.659,0.7534,0.6778,high 2830,Rwanda,2021,remote,Education,Junior,13.04,444398,0.1611,372821,0.2667,99422,36,0.692,0.8024,590.08,0.0949,0.6045,0.6157,0.6088,moderate 2831,Senegal,2023,remote,Education,Executive,17.53,431765,0.2937,304961,0.1852,56477,22,0.6269,0.7779,873.04,0.0614,0.5503,0.396,0.4892,low 2832,Ghana,2022,urban,Health,Junior,32.62,792413,0.1895,642260,0.415,266558,18,0.5409,0.7962,191.84,0.0718,0.5199,0.4704,0.5698,moderate 2833,Senegal,2023,remote,Security,Junior,17.53,420323,0.2404,319270,0.1957,62495,20,0.632,0.7889,304.58,0.0539,0.5746,0.4489,0.5095,moderate 2834,Ghana,2021,capital,Education,Junior,31.94,826264,0.1352,714530,0.4112,293846,27,0.5994,0.8072,211.15,0.0606,0.562,0.3765,0.6014,moderate 2835,Senegal,2021,remote,Infrastructure,Senior,16.62,413888,0.2437,313040,0.2085,65257,24,0.683,0.7628,440.87,0.0563,0.516,0.4446,0.5117,moderate 2836,Rwanda,2025,capital,Health,Executive,14.34,443323,0.0775,408982,0.507,207363,63,0.8613,0.8204,2338.29,0.0787,0.6786,0.7171,0.7775,high 2837,DRC,2020,urban,Education,Junior,92.57,535308,0.4261,307197,0.161,49453,8,0.4977,0.6975,128.99,0.0708,0.2843,0.203,0.3571,low 2838,Ethiopia,2019,capital,Agriculture,Senior,111.37,1216030,0.3027,847905,0.2524,213970,9,0.5789,0.6622,228.22,0.0663,0.3348,0.1889,0.4116,low 2839,Mozambique,2024,remote,Health,Mid_Level,33.0,365871,0.4602,197514,0.1083,21384,13,0.6058,0.6109,112.16,0.0575,0.2688,0.1673,0.3298,critical 2840,Rwanda,2023,rural,ICT,Director,13.67,471025,0.12,414511,0.3256,134963,37,0.6826,0.9303,902.51,0.0808,0.707,0.5625,0.6604,high 2841,Rwanda,2024,urban,Finance,Director,14.0,388170,0.1031,348168,0.4994,173890,49,0.7176,0.8462,1087.49,0.0692,0.7735,0.5916,0.735,high 2842,Uganda,2025,capital,Administration,Director,50.57,350987,0.2522,262451,0.3254,85412,16,0.6283,0.6949,793.28,0.0612,0.4767,0.404,0.5006,moderate 2843,Botswana,2020,urban,Health,Senior,2.45,106585,0.1243,93332,0.5929,55334,55,0.7822,0.7701,932.87,0.07,0.687,0.7548,0.7643,high 2844,Rwanda,2018,capital,Agriculture,Mid_Level,12.14,352234,0.1079,314231,0.5637,177124,64,0.6705,0.88,611.4,0.0717,0.6958,0.5219,0.7777,high 2845,South Africa,2019,capital,Security,Mid_Level,59.58,2720665,0.1578,2291294,0.47,1076997,32,0.7036,0.841,584.4,0.0741,0.6183,0.7509,0.6711,high 2846,Nigeria,2019,urban,Security,Mid_Level,203.29,4587757,0.2689,3354153,0.295,989530,16,0.5875,0.697,256.33,0.0569,0.5582,0.4669,0.5036,moderate 2847,Tanzania,2020,capital,ICT,Junior,59.53,966539,0.1586,813291,0.32,260219,14,0.5263,0.6783,295.15,0.0543,0.5477,0.4235,0.5242,moderate 2848,DRC,2021,remote,Education,Junior,95.53,586510,0.5136,285257,0.1,28525,9,0.5991,0.6455,118.44,0.0616,0.2626,0.1803,0.3102,critical 2849,Uganda,2022,urban,Education,Mid_Level,46.01,375402,0.2513,281054,0.3111,87431,17,0.5844,0.7064,272.21,0.0645,0.5122,0.4221,0.5068,moderate 2850,Tanzania,2019,urban,Administration,Junior,57.79,1068298,0.2295,823129,0.2631,216571,23,0.6601,0.7823,281.37,0.0688,0.4506,0.432,0.5215,moderate 2851,Senegal,2020,remote,Infrastructure,Senior,16.18,320411,0.2421,242826,0.2115,51352,20,0.5848,0.7838,300.68,0.0553,0.4738,0.4667,0.504,moderate 2852,Uganda,2019,urban,ICT,Senior,41.86,352004,0.2753,255102,0.3029,77281,19,0.6493,0.7709,426.27,0.0666,0.5464,0.4373,0.5184,moderate 2853,Uganda,2019,rural,Education,Junior,41.86,294947,0.3226,199795,0.2005,40051,12,0.5753,0.8197,181.61,0.0511,0.4621,0.4487,0.4635,low 2854,DRC,2020,capital,Health,Junior,92.57,592047,0.3466,386820,0.1698,65682,7,0.5483,0.7118,137.51,0.0673,0.343,0.1905,0.3834,low 2855,Botswana,2018,rural,Health,Junior,2.38,114653,0.1719,94941,0.3687,35004,45,0.628,0.7776,473.75,0.0659,0.8007,0.6364,0.672,high 2856,Tanzania,2025,remote,Finance,Junior,69.01,1388791,0.2686,1015792,0.1674,169997,15,0.6025,0.8005,268.0,0.0578,0.5082,0.4119,0.4743,low 2857,Botswana,2023,remote,Education,Junior,2.56,104558,0.2266,80868,0.323,26118,40,0.6443,0.9296,393.58,0.0921,0.7964,0.7279,0.666,high 2858,Senegal,2020,rural,Education,Junior,16.18,314040,0.1736,259520,0.2927,75971,24,0.564,0.7619,267.86,0.0524,0.4683,0.4076,0.5417,moderate 2859,Ghana,2024,capital,Social_Services,Mid_Level,34.0,847363,0.1372,731094,0.4263,311656,22,0.5331,0.807,244.09,0.0499,0.4703,0.349,0.5803,moderate 2860,DRC,2025,urban,Infrastructure,Mid_Level,108.36,583553,0.351,378726,0.1726,65363,9,0.5608,0.5954,107.15,0.0564,0.2899,0.2353,0.3697,low 2861,Mozambique,2018,urban,Infrastructure,Junior,28.12,279860,0.2427,211926,0.2181,46213,10,0.5437,0.6654,106.01,0.0564,0.3009,0.2244,0.4212,low 2862,Botswana,2021,urban,Agriculture,Junior,2.49,119477,0.101,107404,0.5253,56420,56,0.7492,0.8477,581.61,0.0766,0.6931,0.5707,0.7496,high 2863,Nigeria,2018,capital,Security,Mid_Level,198.33,4489382,0.1741,3707577,0.3324,1232213,21,0.506,0.7505,193.54,0.0519,0.5018,0.4111,0.5459,moderate 2864,South Africa,2019,capital,Education,Junior,59.58,3598832,0.1637,3009754,0.477,1435521,36,0.5807,0.8048,631.84,0.0684,0.7798,0.7389,0.6909,high 2865,South Africa,2023,urban,Education,Senior,61.51,3586637,0.1727,2967111,0.4278,1269391,32,0.5444,0.7956,753.79,0.0913,0.7322,0.6762,0.6539,high 2866,Nigeria,2023,rural,Finance,Senior,224.39,4232248,0.3514,2745146,0.2124,582974,21,0.5841,0.7389,359.19,0.049,0.5377,0.3764,0.47,low 2867,Ghana,2021,rural,Agriculture,Senior,31.94,711671,0.2191,555776,0.2571,142915,30,0.6724,0.8001,390.45,0.0533,0.4815,0.408,0.5435,moderate 2868,Uganda,2018,rural,Social_Services,Junior,40.56,341997,0.3576,219687,0.1702,37399,13,0.5566,0.7837,235.31,0.0525,0.4342,0.4344,0.4401,low 2869,DRC,2020,rural,Education,Senior,92.57,529490,0.3941,320841,0.1204,38619,9,0.6055,0.7112,175.29,0.0627,0.3051,0.2027,0.3615,low 2870,Botswana,2018,rural,ICT,Junior,2.38,100961,0.1396,86869,0.3728,32384,44,0.6472,0.846,590.89,0.0708,0.7542,0.7263,0.6933,high 2871,Rwanda,2022,urban,Administration,Junior,13.35,346460,0.0923,314489,0.5163,162362,39,0.6456,0.8826,522.09,0.0849,0.6683,0.6922,0.7219,high 2872,Rwanda,2018,capital,Health,Mid_Level,12.14,325584,0.0978,293735,0.4557,133859,47,0.6001,0.8398,592.39,0.0741,0.7433,0.6308,0.7204,high 2873,Nigeria,2019,urban,Education,Mid_Level,203.29,3700955,0.268,2709101,0.3486,944286,18,0.6575,0.7074,289.44,0.0545,0.5065,0.3287,0.5048,moderate 2874,DRC,2024,urban,Agriculture,Director,105.0,541216,0.4274,309903,0.1662,51520,9,0.5317,0.6911,368.5,0.0572,0.32,0.2399,0.3669,low 2875,Uganda,2024,remote,Security,Junior,49.0,430473,0.4799,223871,0.129,28876,12,0.5088,0.7865,294.57,0.0678,0.4351,0.3315,0.3869,low 2876,Tanzania,2020,rural,Social_Services,Senior,59.53,977494,0.2922,691832,0.2335,161515,22,0.6361,0.7543,438.72,0.0554,0.5429,0.445,0.5022,moderate 2877,South Africa,2024,capital,Social_Services,Junior,62.0,3554038,0.1781,2920925,0.4648,1357643,43,0.7042,0.9036,380.85,0.0931,0.8037,0.6947,0.7145,high 2878,Nigeria,2021,rural,Health,Senior,213.58,3720483,0.2787,2683543,0.214,574376,22,0.6047,0.7799,277.03,0.0569,0.4859,0.4164,0.496,low 2879,Botswana,2018,urban,Education,Director,2.38,105390,0.1059,94224,0.4652,43831,38,0.6011,0.9004,1416.79,0.0665,0.7738,0.545,0.7018,high 2880,Ethiopia,2024,capital,Education,Senior,126.0,1400248,0.2367,1068819,0.2607,278617,11,0.6079,0.6684,133.99,0.0633,0.329,0.1667,0.4333,low 2881,Senegal,2019,rural,Social_Services,Junior,15.76,371074,0.1873,301586,0.2517,75909,25,0.5458,0.7273,269.36,0.0563,0.5561,0.4731,0.5406,moderate 2882,Rwanda,2023,rural,Administration,Mid_Level,13.67,443786,0.1198,390611,0.3686,143992,43,0.5855,0.8652,418.04,0.0666,0.723,0.5456,0.6763,high 2883,Mozambique,2025,remote,Security,Junior,33.89,345268,0.39,210604,0.1119,23573,10,0.5327,0.6083,155.03,0.053,0.2925,0.1804,0.344,critical 2884,Nigeria,2022,remote,Health,Junior,218.92,3818879,0.3884,2335616,0.1855,433285,23,0.6517,0.6903,311.58,0.0679,0.5221,0.3755,0.4501,low 2885,Mozambique,2023,rural,Education,Junior,32.13,330237,0.3957,199546,0.1291,25756,14,0.4992,0.6223,110.78,0.0644,0.2623,0.2162,0.3595,low 2886,Senegal,2021,capital,Health,Junior,16.62,359656,0.1231,315379,0.382,120468,22,0.6729,0.782,176.83,0.0594,0.4282,0.4018,0.57,moderate 2887,South Africa,2020,remote,Infrastructure,Senior,60.06,3263005,0.2732,2371543,0.2481,588394,32,0.6835,0.9151,670.84,0.0798,0.6554,0.6384,0.5904,moderate 2888,Senegal,2024,capital,Education,Mid_Level,18.0,373502,0.1199,328728,0.3695,121475,24,0.6825,0.8088,259.28,0.0667,0.5107,0.399,0.5847,moderate 2889,Ghana,2019,urban,Finance,Executive,30.64,791059,0.212,623329,0.3571,222608,18,0.6541,0.7244,1021.18,0.0497,0.5541,0.3201,0.5274,moderate 2890,Kenya,2025,capital,Education,Senior,56.15,1898343,0.1083,1692773,0.4939,836039,29,0.5766,0.7727,767.74,0.0681,0.7708,0.7153,0.6834,high 2891,Nigeria,2020,urban,Agriculture,Mid_Level,208.37,4066006,0.2387,3095336,0.2973,920149,19,0.5058,0.8162,235.21,0.0628,0.4985,0.3243,0.5168,moderate 2892,Tanzania,2018,urban,Security,Mid_Level,56.11,915452,0.1971,735018,0.2957,217356,18,0.5436,0.8094,245.86,0.0582,0.5305,0.4449,0.5386,moderate 2893,Rwanda,2021,capital,Health,Junior,13.04,418448,0.1019,375808,0.4719,177345,35,0.6674,0.8609,581.75,0.086,0.6468,0.7106,0.6949,high 2894,Ethiopia,2021,rural,Education,Senior,117.0,1276030,0.3704,803436,0.1474,118423,11,0.5812,0.62,141.54,0.0487,0.3165,0.2031,0.3667,low 2895,Nigeria,2023,rural,Social_Services,Junior,224.39,4928427,0.2923,3487886,0.255,889282,20,0.6533,0.7305,278.47,0.0624,0.5748,0.3324,0.491,low 2896,Kenya,2022,capital,Administration,Senior,52.76,1936284,0.1191,1705756,0.5061,863293,36,0.6029,0.9043,755.66,0.0722,0.7345,0.5248,0.6983,high 2897,Ethiopia,2023,rural,Security,Junior,122.93,1571706,0.4575,852634,0.1716,146308,9,0.5586,0.6564,100.78,0.0486,0.2922,0.2252,0.3512,low 2898,Botswana,2020,rural,Security,Junior,2.45,93719,0.1634,78408,0.3717,29140,35,0.7012,0.9274,386.37,0.0714,0.7278,0.7672,0.6782,high 2899,Senegal,2025,remote,Finance,Executive,18.49,390179,0.2254,302246,0.2038,61590,22,0.6408,0.7682,1192.39,0.0563,0.4682,0.4412,0.5058,moderate 2900,DRC,2021,capital,Education,Senior,95.53,646090,0.3533,417812,0.1918,80127,9,0.4878,0.6603,190.17,0.0707,0.2564,0.2376,0.3806,low 2901,Uganda,2023,capital,Infrastructure,Junior,47.48,391627,0.2354,299455,0.3245,97178,15,0.6081,0.7303,303.53,0.0688,0.5233,0.3622,0.5079,moderate 2902,Uganda,2025,rural,Social_Services,Junior,50.57,444125,0.3194,302290,0.2005,60607,16,0.5488,0.7115,250.03,0.0552,0.5173,0.3376,0.4525,low 2903,Uganda,2021,rural,ICT,Mid_Level,44.58,348723,0.4304,198616,0.2255,44792,16,0.5716,0.7156,268.58,0.068,0.5722,0.3474,0.4381,low 2904,Nigeria,2020,remote,Social_Services,Mid_Level,208.37,3671953,0.4059,2181366,0.1783,389001,18,0.5292,0.7227,255.37,0.0519,0.5014,0.3277,0.4294,low 2905,Kenya,2021,remote,Security,Junior,51.68,1910564,0.1977,1532940,0.2381,365054,30,0.7008,0.7743,614.29,0.0864,0.6712,0.7487,0.5932,moderate 2906,Nigeria,2021,rural,Justice,Junior,213.58,3723417,0.3442,2441909,0.2207,538813,25,0.5667,0.7372,239.55,0.0592,0.5694,0.3592,0.4851,low 2907,Ghana,2022,urban,Health,Junior,32.62,828212,0.1877,672753,0.3577,240650,32,0.6021,0.7998,180.26,0.0647,0.4705,0.4059,0.5801,moderate 2908,Ghana,2024,rural,Education,Mid_Level,34.0,828069,0.1981,664032,0.2939,195165,31,0.5461,0.7781,300.96,0.0623,0.4978,0.358,0.5538,moderate 2909,Botswana,2019,urban,Security,Junior,2.41,108228,0.131,94045,0.4821,45335,51,0.7312,0.8656,493.43,0.0757,0.7103,0.7191,0.738,high 2910,Kenya,2023,rural,Education,Senior,53.87,1792312,0.1608,1504140,0.2837,426677,41,0.6885,0.908,777.64,0.0915,0.7119,0.6879,0.6594,high 2911,Kenya,2018,rural,Agriculture,Junior,48.55,1501897,0.169,1248080,0.2778,346688,37,0.6569,0.921,505.27,0.0874,0.7344,0.7019,0.6515,high 2912,Ghana,2020,urban,Health,Mid_Level,31.29,735836,0.1835,600800,0.4337,260558,27,0.5656,0.7522,265.33,0.0684,0.5441,0.3704,0.5843,moderate 2913,South Africa,2025,capital,Education,Junior,62.5,3124743,0.1468,2666111,0.4981,1327968,28,0.5221,0.9221,570.44,0.0863,0.76,0.7005,0.6922,high 2914,Uganda,2018,remote,Finance,Mid_Level,40.56,362126,0.3968,218430,0.1416,30924,18,0.5754,0.738,318.18,0.0693,0.5581,0.354,0.4331,low 2915,Botswana,2024,rural,Security,Junior,2.6,118956,0.1491,101221,0.4332,43849,46,0.7081,0.8064,476.41,0.0809,0.7655,0.679,0.7014,high 2916,Rwanda,2018,urban,Education,Mid_Level,12.14,360995,0.0874,329456,0.4215,138853,54,0.7255,0.7741,529.3,0.0801,0.6265,0.5205,0.6993,high 2917,Mozambique,2020,rural,Health,Director,29.66,300419,0.4237,173134,0.1646,28497,10,0.5534,0.6293,225.22,0.067,0.2561,0.2295,0.3532,low 2918,DRC,2024,rural,Agriculture,Senior,105.0,546028,0.5254,259152,0.1085,28116,5,0.4907,0.6275,146.8,0.0651,0.3053,0.2336,0.3063,critical 2919,South Africa,2024,rural,Administration,Senior,62.0,2909558,0.1993,2329637,0.3494,813965,35,0.714,0.8541,919.17,0.0764,0.7854,0.5386,0.6355,moderate 2920,Botswana,2021,remote,Finance,Mid_Level,2.49,107219,0.2377,81738,0.2994,24468,53,0.7198,0.8734,508.6,0.0822,0.7397,0.5514,0.658,high 2921,South Africa,2024,urban,Health,Mid_Level,62.0,3398026,0.1864,2764477,0.569,1572988,39,0.7491,0.8632,457.36,0.0857,0.6363,0.7712,0.7134,high 2922,Mozambique,2021,capital,Security,Junior,30.47,267079,0.2072,211737,0.2408,50989,8,0.5379,0.6486,149.59,0.0699,0.3379,0.192,0.4287,low 2923,Ghana,2021,rural,Health,Junior,31.94,899663,0.1948,724385,0.2702,195700,20,0.5076,0.8211,199.89,0.0584,0.4634,0.3986,0.5282,moderate 2924,Uganda,2024,rural,Agriculture,Mid_Level,49.0,348705,0.346,228066,0.2243,51158,17,0.4938,0.8011,299.21,0.0672,0.5472,0.4773,0.4847,low 2925,Botswana,2018,urban,ICT,Mid_Level,2.38,112853,0.119,99419,0.4824,47956,57,0.6978,0.8603,423.14,0.0949,0.6493,0.7576,0.7531,high 2926,Tanzania,2020,remote,Education,Senior,59.53,1103604,0.279,795671,0.1577,125476,20,0.6092,0.7284,306.45,0.0679,0.5184,0.4291,0.4737,low 2927,DRC,2021,urban,Education,Junior,95.53,649502,0.3408,428162,0.1642,70285,7,0.5051,0.6741,132.27,0.0674,0.2615,0.2299,0.3736,low 2928,Ghana,2025,remote,Health,Mid_Level,34.71,982157,0.3311,656991,0.1823,119764,30,0.683,0.792,236.78,0.0632,0.5324,0.3835,0.4982,low 2929,DRC,2024,urban,Education,Senior,105.0,599631,0.2962,422035,0.1815,76586,9,0.5846,0.6293,191.15,0.0483,0.2552,0.1807,0.3818,low 2930,Botswana,2022,urban,Health,Senior,2.52,129224,0.1068,115421,0.5793,66863,48,0.6925,0.8481,862.43,0.0707,0.7229,0.588,0.7464,high 2931,Kenya,2018,urban,Education,Mid_Level,48.55,1776004,0.1201,1562682,0.4877,762161,31,0.6631,0.8104,408.98,0.0915,0.7879,0.6115,0.6809,high 2932,Rwanda,2020,rural,Education,Senior,12.73,325665,0.1234,285482,0.2978,85007,44,0.7503,0.8738,573.36,0.0665,0.6556,0.6812,0.6683,high 2933,Senegal,2022,capital,Justice,Mid_Level,17.07,429861,0.147,366658,0.3641,133503,16,0.6349,0.6807,227.31,0.0607,0.5105,0.4132,0.5387,moderate 2934,Uganda,2023,capital,Security,Senior,47.48,326337,0.1954,262558,0.3442,90378,13,0.5446,0.7215,387.71,0.0651,0.539,0.3769,0.5195,moderate 2935,Senegal,2020,urban,Education,Mid_Level,16.18,367882,0.1876,298881,0.2996,89546,16,0.6125,0.7625,184.38,0.0706,0.5226,0.3978,0.5244,moderate 2936,Ethiopia,2024,rural,Education,Junior,126.0,1490875,0.4158,870907,0.1702,148208,9,0.4585,0.674,89.01,0.0683,0.3187,0.2078,0.3648,low 2937,South Africa,2021,capital,Security,Junior,60.54,3309008,0.1327,2869747,0.5557,1594698,31,0.5481,0.845,562.93,0.0716,0.6995,0.7277,0.7027,high 2938,Rwanda,2022,urban,Education,Junior,13.35,358371,0.1284,312347,0.4047,126408,39,0.5981,0.899,469.39,0.0893,0.683,0.7266,0.6924,high 2939,DRC,2025,urban,ICT,Director,108.36,555631,0.3692,350471,0.1728,60553,9,0.5639,0.6745,262.14,0.0677,0.2607,0.2126,0.3719,low 2940,DRC,2019,rural,Social_Services,Junior,89.7,585594,0.5448,266562,0.1039,27698,7,0.4793,0.6014,141.86,0.055,0.313,0.1603,0.2948,critical 2941,Ghana,2018,rural,Education,Senior,30.01,656310,0.2519,490998,0.297,145847,26,0.6367,0.7124,435.11,0.0613,0.5432,0.3395,0.5214,moderate 2942,Senegal,2019,urban,Education,Junior,15.76,303063,0.1348,262199,0.3047,79900,15,0.6117,0.8152,238.85,0.0525,0.4743,0.451,0.5448,moderate 2943,Rwanda,2025,capital,Health,Junior,14.34,415289,0.0769,383346,0.5314,203722,38,0.5702,0.8873,581.23,0.0699,0.7564,0.5973,0.7271,high 2944,Botswana,2020,capital,Education,Junior,2.45,115922,0.1277,101113,0.498,50349,38,0.6219,0.8317,597.26,0.0654,0.724,0.6584,0.7005,high 2945,Mozambique,2024,urban,Health,Junior,33.0,342927,0.2933,242356,0.2035,49314,9,0.4624,0.6586,89.84,0.0703,0.3273,0.1744,0.399,low 2946,Tanzania,2022,capital,Administration,Mid_Level,63.15,1074619,0.1887,871838,0.2859,249220,15,0.5153,0.7269,187.8,0.0712,0.4952,0.457,0.516,moderate 2947,DRC,2018,remote,Security,Mid_Level,86.92,569437,0.6,227774,0.1,22777,9,0.4757,0.5922,154.75,0.0692,0.3013,0.2225,0.2887,critical 2948,Mozambique,2025,rural,Health,Mid_Level,33.89,323798,0.3108,223176,0.1638,36563,13,0.5993,0.6626,103.38,0.062,0.3162,0.2078,0.3976,low 2949,DRC,2019,remote,Education,Junior,89.7,546386,0.6,218554,0.1,21855,5,0.5937,0.7095,98.28,0.0679,0.3378,0.161,0.2938,critical 2950,Senegal,2024,capital,Social_Services,Junior,18.0,418719,0.1622,350783,0.3305,115935,25,0.5314,0.6869,313.1,0.0702,0.5362,0.4624,0.5575,moderate 2951,Nigeria,2018,urban,Administration,Senior,198.33,3808331,0.2092,3011571,0.3498,1053441,14,0.6028,0.7125,379.85,0.0526,0.5352,0.473,0.5278,moderate 2952,Tanzania,2022,remote,Finance,Junior,63.15,1252247,0.269,915383,0.157,143688,20,0.5259,0.8086,247.33,0.0539,0.4807,0.3654,0.4779,low 2953,Uganda,2023,capital,Social_Services,Junior,47.48,355056,0.2522,265523,0.2869,76172,15,0.5716,0.7139,255.19,0.0705,0.4254,0.4154,0.4873,low 2954,South Africa,2020,rural,Health,Junior,60.06,3092105,0.2438,2338109,0.3067,717090,47,0.6543,0.9214,621.73,0.0884,0.7498,0.6762,0.664,high 2955,Botswana,2024,capital,Social_Services,Mid_Level,2.6,126897,0.1117,112719,0.5986,67476,40,0.645,0.827,572.18,0.0704,0.7904,0.7356,0.7484,high 2956,Senegal,2024,remote,Finance,Senior,18.0,389359,0.227,300984,0.1661,49980,16,0.5112,0.729,482.83,0.0538,0.5619,0.4497,0.4853,low 2957,DRC,2024,rural,ICT,Junior,105.0,626026,0.4498,344424,0.1122,38655,7,0.525,0.7132,103.06,0.0699,0.27,0.2132,0.3384,critical 2958,Ghana,2020,remote,Security,Junior,31.29,881584,0.2753,638920,0.2369,151376,17,0.5201,0.7168,278.2,0.0672,0.5195,0.3299,0.4754,low 2959,Nigeria,2021,urban,Education,Junior,213.58,4249279,0.2299,3272539,0.343,1122363,16,0.632,0.7992,292.99,0.0673,0.5038,0.4725,0.5358,moderate 2960,Nigeria,2020,urban,Social_Services,Senior,208.37,4103596,0.2563,3051757,0.3432,1047333,18,0.6416,0.7505,453.56,0.0675,0.4395,0.4594,0.5192,moderate 2961,South Africa,2019,rural,Justice,Mid_Level,59.58,3556351,0.2372,2712887,0.3426,929351,42,0.7073,0.827,426.29,0.0797,0.7836,0.6839,0.6522,high 2962,Rwanda,2025,urban,Administration,Senior,14.34,411317,0.1058,367814,0.531,195305,63,0.7318,0.9067,934.38,0.0721,0.7037,0.7168,0.7919,high 2963,Botswana,2018,rural,Education,Mid_Level,2.38,102995,0.1841,84029,0.3533,29684,44,0.6285,0.7743,603.05,0.0712,0.6438,0.5322,0.636,moderate 2964,Uganda,2022,urban,Agriculture,Mid_Level,46.01,317928,0.2377,242371,0.266,64470,18,0.505,0.7866,318.04,0.0499,0.475,0.4431,0.5119,moderate 2965,South Africa,2025,capital,Security,Mid_Level,62.5,3216917,0.1623,2694787,0.548,1476631,50,0.7081,0.8528,550.79,0.0689,0.7065,0.5332,0.7233,high 2966,Mozambique,2023,rural,Social_Services,Senior,32.13,314821,0.4084,186241,0.1355,25236,11,0.4751,0.5981,214.42,0.0713,0.299,0.1702,0.3459,critical 2967,Mozambique,2018,capital,Administration,Junior,28.12,313342,0.242,237527,0.2217,52661,13,0.4775,0.6736,141.58,0.0485,0.2603,0.2018,0.4247,low 2968,Nigeria,2025,remote,Health,Senior,235.75,5129899,0.4315,2916125,0.1553,453019,25,0.6579,0.7662,277.54,0.0538,0.477,0.4572,0.4518,low 2969,Nigeria,2024,remote,Finance,Director,230.0,5146077,0.3028,3587983,0.1659,595317,23,0.6213,0.7084,730.55,0.0556,0.5153,0.4695,0.478,low 2970,Tanzania,2019,capital,Security,Mid_Level,57.79,981813,0.1738,811197,0.3361,272651,21,0.6178,0.7159,215.95,0.0558,0.4469,0.3415,0.5293,moderate 2971,Tanzania,2024,rural,Education,Senior,67.0,1231591,0.2864,878858,0.2496,219332,15,0.5873,0.7213,465.66,0.0552,0.5188,0.3506,0.4734,low 2972,Rwanda,2020,urban,Justice,Junior,12.73,362209,0.0868,330766,0.4365,144371,43,0.681,0.8333,644.14,0.0815,0.6103,0.7305,0.704,high 2973,Senegal,2018,rural,Finance,Junior,15.34,385832,0.2156,302644,0.2832,85723,20,0.5733,0.7294,230.34,0.067,0.4296,0.3984,0.5091,moderate 2974,Senegal,2020,rural,Education,Junior,16.18,359521,0.2369,274353,0.2903,79631,18,0.5691,0.7273,265.91,0.0568,0.4395,0.4183,0.5032,moderate 2975,Ghana,2018,capital,Administration,Senior,30.01,764468,0.1292,665735,0.4002,266447,22,0.627,0.7968,342.2,0.0581,0.4587,0.4365,0.5818,moderate 2976,South Africa,2020,rural,Security,Junior,60.06,3551002,0.2576,2636276,0.369,972694,30,0.5581,0.7807,489.08,0.0725,0.7695,0.6333,0.6102,moderate 2977,Mozambique,2021,remote,Agriculture,Junior,30.47,348836,0.4728,183910,0.1106,20337,11,0.5716,0.6859,129.26,0.054,0.3398,0.2009,0.3439,critical 2978,Mozambique,2024,capital,Infrastructure,Director,33.0,348632,0.2165,273155,0.2296,62718,8,0.511,0.6158,255.34,0.049,0.3105,0.2194,0.4186,low 2979,Ethiopia,2020,rural,Infrastructure,Executive,114.15,1498146,0.4949,756662,0.1756,132845,10,0.4705,0.6965,555.17,0.0548,0.2792,0.2019,0.3478,critical 2980,DRC,2020,remote,Education,Junior,92.57,479359,0.6,191743,0.1,19174,8,0.4854,0.705,111.31,0.0514,0.2722,0.1951,0.2975,critical 2981,Senegal,2022,rural,Health,Senior,17.07,357028,0.1952,287331,0.2704,77695,23,0.6795,0.7366,303.73,0.0713,0.4973,0.4258,0.5291,moderate 2982,Rwanda,2018,urban,ICT,Director,12.14,417203,0.122,366306,0.4621,169259,52,0.6177,0.8999,1436.8,0.0867,0.6753,0.5891,0.7264,high 2983,Senegal,2024,remote,Finance,Junior,18.0,443606,0.2905,314756,0.2019,63541,27,0.6391,0.7676,281.52,0.0596,0.468,0.3603,0.4933,low 2984,Kenya,2023,capital,Administration,Junior,53.87,1960955,0.0981,1768674,0.4726,835959,32,0.676,0.7744,470.71,0.0915,0.7354,0.7221,0.6856,high 2985,Tanzania,2024,rural,Education,Junior,67.0,1043617,0.2318,801715,0.2279,182713,22,0.6078,0.7331,299.79,0.0588,0.464,0.3328,0.4937,low 2986,Rwanda,2024,urban,Agriculture,Mid_Level,14.0,433235,0.1015,389243,0.4783,186173,39,0.6159,0.8563,370.74,0.0903,0.6044,0.6168,0.6923,high 2987,Ethiopia,2021,rural,Health,Senior,117.0,1372919,0.3782,853690,0.1407,120131,12,0.5321,0.6346,145.47,0.0602,0.2838,0.1733,0.3615,low 2988,Kenya,2024,rural,Education,Junior,55.0,1851879,0.2106,1461895,0.328,479539,27,0.6322,0.8332,355.22,0.095,0.6191,0.6275,0.5965,moderate 2989,Rwanda,2023,urban,Health,Mid_Level,13.67,438121,0.1231,384192,0.4182,160666,36,0.7299,0.8807,486.49,0.0872,0.628,0.7692,0.6856,high 2990,Mozambique,2023,remote,Infrastructure,Senior,32.13,304712,0.4096,179917,0.1033,18578,14,0.589,0.6443,151.4,0.0624,0.3084,0.2025,0.3562,low 2991,Kenya,2023,capital,Infrastructure,Junior,53.87,1718887,0.112,1526417,0.5236,799269,26,0.5633,0.8556,470.29,0.0905,0.7586,0.6963,0.6917,high 2992,Mozambique,2020,capital,Education,Mid_Level,29.66,261173,0.2891,185658,0.2475,45956,13,0.5379,0.6886,103.63,0.0709,0.288,0.2152,0.4257,low 2993,South Africa,2018,urban,Education,Junior,59.11,3070140,0.144,2627915,0.4482,1177915,49,0.6048,0.8712,368.09,0.087,0.8004,0.6317,0.7224,high 2994,Mozambique,2025,rural,Agriculture,Junior,33.89,384902,0.4395,215724,0.1281,27632,8,0.5095,0.6057,108.2,0.071,0.3326,0.1952,0.3358,critical 2995,Rwanda,2020,urban,Administration,Senior,12.73,424130,0.1193,373539,0.4625,172764,39,0.7187,0.8757,872.7,0.0875,0.6467,0.5943,0.6888,high 2996,Rwanda,2024,urban,Health,Mid_Level,14.0,394587,0.1142,349539,0.4745,165850,54,0.822,0.8121,642.69,0.0884,0.7746,0.7286,0.7472,high 2997,Mozambique,2018,rural,Health,Mid_Level,28.12,244094,0.3123,167863,0.1616,27121,15,0.5808,0.6448,143.65,0.0711,0.2599,0.1683,0.3894,low 2998,Ghana,2025,capital,Security,Mid_Level,34.71,873483,0.1342,756218,0.4488,339403,26,0.6817,0.7471,311.86,0.0524,0.4556,0.4718,0.5985,moderate 2999,Ethiopia,2018,urban,Health,Mid_Level,108.65,1413405,0.3656,896684,0.1967,176368,8,0.5028,0.7116,125.97,0.0561,0.2819,0.1855,0.3812,low 3000,Tanzania,2023,urban,Security,Mid_Level,65.05,1004465,0.2128,790695,0.3287,259908,14,0.5809,0.8066,265.42,0.064,0.5301,0.3719,0.5252,moderate 3001,South Africa,2019,urban,Education,Mid_Level,59.58,3361253,0.1374,2899552,0.5624,1630849,50,0.6227,0.8462,412.71,0.0948,0.7139,0.702,0.7498,high 3002,Mozambique,2025,rural,Administration,Junior,33.89,311396,0.375,194632,0.1605,31234,8,0.5226,0.6922,96.78,0.0628,0.2613,0.1608,0.3624,low 3003,Rwanda,2020,rural,Health,Junior,12.73,408188,0.1365,352485,0.3339,117681,50,0.7857,0.9139,369.09,0.0862,0.709,0.6122,0.6936,high 3004,Botswana,2021,rural,Justice,Mid_Level,2.49,101000,0.176,83226,0.3838,31939,43,0.7615,0.9337,635.41,0.0876,0.7208,0.6031,0.6819,high 3005,Rwanda,2025,urban,Education,Junior,14.34,473404,0.1006,425790,0.4989,212425,53,0.6658,0.9096,603.46,0.0695,0.6206,0.6761,0.7482,high 3006,Senegal,2019,urban,Administration,Junior,15.76,343543,0.1487,292454,0.3359,98247,20,0.5382,0.7895,296.78,0.0609,0.5599,0.3419,0.5554,moderate 3007,DRC,2022,remote,Security,Executive,98.59,608526,0.6,243410,0.1,24341,5,0.4976,0.6944,350.55,0.0541,0.3437,0.2113,0.2971,critical 3008,South Africa,2021,capital,Justice,Director,60.54,3440870,0.1287,2998106,0.5452,1634452,37,0.7265,0.8946,1476.48,0.0772,0.6002,0.7174,0.7126,high 3009,Nigeria,2023,capital,Justice,Junior,224.39,4810502,0.2171,3766194,0.3068,1155513,23,0.5756,0.751,319.7,0.0701,0.4824,0.4335,0.5342,moderate 3010,Ghana,2022,rural,Education,Mid_Level,32.62,720582,0.281,518126,0.3137,162515,21,0.5985,0.7318,198.37,0.0491,0.5484,0.3663,0.5119,moderate 3011,Kenya,2022,remote,Health,Mid_Level,52.76,2098965,0.2528,1568271,0.2198,344690,28,0.6602,0.7786,529.81,0.0715,0.7712,0.6186,0.5675,moderate 3012,Tanzania,2021,rural,Health,Mid_Level,61.31,1256833,0.2799,905070,0.1959,177299,22,0.5225,0.7303,202.25,0.0653,0.4647,0.3618,0.4762,low 3013,Senegal,2021,urban,Justice,Mid_Level,16.62,371714,0.1401,319646,0.3957,126472,20,0.5587,0.7114,319.03,0.0626,0.4341,0.3508,0.5491,moderate 3014,Uganda,2021,capital,Agriculture,Junior,44.58,340563,0.2675,249455,0.3022,75383,11,0.5231,0.8095,301.92,0.0662,0.5515,0.3346,0.4962,low 3015,Ethiopia,2018,capital,Health,Senior,108.65,1123059,0.2761,812982,0.2218,180313,11,0.5934,0.6846,166.85,0.0702,0.3356,0.2121,0.4214,low 3016,South Africa,2022,urban,Security,Director,61.02,3055737,0.1564,2577949,0.4599,1185578,51,0.7125,0.9295,1338.03,0.0734,0.7181,0.5604,0.7207,high 3017,Tanzania,2021,urban,Agriculture,Junior,61.31,1088806,0.2278,840785,0.2785,234131,22,0.5948,0.7693,190.64,0.0515,0.5349,0.4641,0.533,moderate 3018,DRC,2022,capital,Social_Services,Director,98.59,621735,0.2794,448018,0.1753,78525,10,0.49,0.6072,336.32,0.061,0.2734,0.2093,0.3883,low 3019,Tanzania,2025,remote,Health,Senior,69.01,1289470,0.2993,903582,0.1475,133285,23,0.5084,0.7027,413.53,0.0662,0.465,0.4379,0.4653,low 3020,Rwanda,2024,rural,Justice,Junior,14.0,469430,0.1476,400134,0.329,131663,35,0.6574,0.7927,514.3,0.0701,0.7395,0.5431,0.63,moderate 3021,Kenya,2022,urban,Education,Director,52.76,1861335,0.1485,1584874,0.4327,685736,41,0.7432,0.8352,1600.52,0.0689,0.7727,0.6567,0.6918,high 3022,Uganda,2019,rural,Health,Senior,41.86,366623,0.3822,226491,0.184,41669,19,0.637,0.7823,344.71,0.0596,0.4757,0.4559,0.4584,low 3023,Ethiopia,2020,urban,Education,Junior,114.15,1420329,0.3568,913573,0.248,226594,7,0.4563,0.6322,142.33,0.0698,0.2702,0.1829,0.3804,low 3024,Mozambique,2025,rural,Finance,Junior,33.89,299551,0.3239,202539,0.1515,30688,13,0.5298,0.6638,95.23,0.0485,0.264,0.1685,0.3822,low 3025,Nigeria,2025,capital,Health,Senior,235.75,4526390,0.1765,3727478,0.3298,1229323,15,0.4894,0.777,361.5,0.0516,0.5439,0.3231,0.5291,moderate 3026,Mozambique,2021,capital,Health,Mid_Level,30.47,273159,0.2118,215299,0.2146,46208,14,0.5536,0.5954,105.91,0.0587,0.2803,0.187,0.4217,low 3027,Botswana,2022,remote,Social_Services,Junior,2.52,123286,0.2011,98488,0.3153,31051,48,0.7292,0.8266,563.96,0.0821,0.7249,0.6622,0.6612,high 3028,Ethiopia,2018,rural,Health,Junior,108.65,1294246,0.4042,771063,0.1383,106638,7,0.5225,0.7108,119.02,0.0665,0.2949,0.1753,0.3547,low 3029,Mozambique,2018,urban,Administration,Junior,28.12,270156,0.3102,186353,0.2121,39520,12,0.5214,0.7079,109.38,0.055,0.3309,0.2348,0.4182,low 3030,Ethiopia,2025,rural,Social_Services,Junior,129.15,1730661,0.4634,928713,0.1552,144100,8,0.5734,0.641,154.46,0.0685,0.3261,0.1867,0.3404,critical 3031,DRC,2023,rural,Finance,Junior,101.74,653554,0.4405,365638,0.1068,39042,5,0.4931,0.6513,86.76,0.0615,0.3356,0.2078,0.3311,critical 3032,Kenya,2022,capital,Finance,Mid_Level,52.76,2048888,0.1383,1765468,0.4731,835203,28,0.6501,0.9266,637.37,0.0959,0.648,0.7376,0.6812,high 3033,Uganda,2018,capital,Security,Junior,40.56,313626,0.1932,253034,0.2628,66500,12,0.557,0.7248,259.58,0.0636,0.4255,0.4556,0.4942,low 3034,Ghana,2018,remote,ICT,Director,30.01,759844,0.3324,507302,0.1894,96072,31,0.5348,0.7577,610.45,0.0671,0.5368,0.3728,0.4964,low 3035,Mozambique,2019,rural,ICT,Junior,28.88,309023,0.3864,189613,0.1359,25764,8,0.5678,0.6022,145.26,0.0544,0.3083,0.1827,0.3468,critical 3036,DRC,2023,capital,Education,Mid_Level,101.74,626115,0.3302,419380,0.1573,65963,5,0.479,0.5899,99.88,0.0494,0.3025,0.1684,0.3548,low 3037,Senegal,2021,rural,Justice,Mid_Level,16.62,314119,0.2192,245273,0.237,58130,22,0.66,0.7648,316.09,0.053,0.4652,0.3438,0.5051,moderate 3038,Tanzania,2018,capital,Administration,Mid_Level,56.11,1142980,0.2016,912525,0.3606,329043,22,0.5464,0.8035,277.0,0.0624,0.5178,0.465,0.5635,moderate 3039,Mozambique,2025,capital,Health,Junior,33.89,370447,0.2147,290897,0.2265,65882,11,0.6113,0.6916,120.56,0.0571,0.3301,0.1795,0.4351,low 3040,Mozambique,2022,remote,Agriculture,Director,31.29,307433,0.5048,152233,0.1223,18613,13,0.6192,0.6932,224.0,0.0542,0.3217,0.2312,0.3461,critical 3041,Nigeria,2024,urban,Security,Mid_Level,230.0,4513491,0.2329,3462331,0.3781,1309154,20,0.5268,0.7506,201.36,0.0645,0.5603,0.4281,0.5477,moderate 3042,Rwanda,2025,rural,Finance,Mid_Level,14.34,434281,0.1378,374433,0.295,110445,56,0.6256,0.7997,486.16,0.0956,0.6594,0.7266,0.6878,high 3043,South Africa,2021,capital,Health,Junior,60.54,3128236,0.1459,2671728,0.5605,1497422,29,0.5761,0.769,611.57,0.0767,0.7177,0.7047,0.6837,high 3044,Senegal,2020,capital,Agriculture,Director,16.18,397893,0.133,344991,0.3571,123183,20,0.5357,0.8197,450.5,0.0526,0.4292,0.4566,0.5676,moderate 3045,South Africa,2021,capital,Education,Junior,60.54,2830757,0.1792,2323568,0.5718,1328533,43,0.6665,0.8483,581.61,0.0657,0.7352,0.6631,0.7227,high 3046,Uganda,2020,capital,Social_Services,Director,43.2,303690,0.2083,240430,0.315,75745,17,0.5665,0.814,764.89,0.051,0.4464,0.3337,0.5193,moderate 3047,Ethiopia,2025,rural,Administration,Mid_Level,129.15,1657666,0.357,1065837,0.1413,150556,12,0.5451,0.7142,107.26,0.0629,0.3066,0.1654,0.3804,low 3048,Ghana,2022,remote,Finance,Mid_Level,32.62,864524,0.3337,576045,0.2307,132871,24,0.586,0.746,320.35,0.0703,0.5184,0.3655,0.4845,low 3049,Ethiopia,2025,capital,Health,Junior,129.15,1635955,0.2299,1259865,0.2265,285394,11,0.57,0.596,98.53,0.0654,0.2655,0.1608,0.4087,low 3050,Nigeria,2025,rural,Finance,Mid_Level,235.75,4955724,0.2995,3471682,0.2514,872714,22,0.5315,0.7386,220.69,0.0671,0.5405,0.4497,0.5028,moderate 3051,Kenya,2021,urban,Security,Junior,51.68,2067835,0.1284,1802230,0.4449,801786,41,0.7132,0.8503,472.5,0.0844,0.6865,0.6739,0.6952,high 3052,Nigeria,2024,capital,Security,Junior,230.0,4922934,0.1767,4052892,0.3593,1456141,17,0.5377,0.7693,239.68,0.0597,0.5748,0.3395,0.545,moderate 3053,Nigeria,2021,urban,Social_Services,Junior,213.58,4135525,0.2539,3085459,0.333,1027478,24,0.5181,0.7181,258.66,0.0509,0.4973,0.3228,0.5195,moderate 3054,Senegal,2022,remote,Administration,Junior,17.07,319523,0.3145,219029,0.1959,42901,23,0.648,0.734,238.02,0.0684,0.4987,0.4377,0.4816,low 3055,Botswana,2025,urban,Administration,Junior,2.64,134059,0.1162,118482,0.4859,57570,50,0.7886,0.8956,572.04,0.0951,0.7121,0.7508,0.748,high 3056,Kenya,2018,capital,Education,Director,48.55,1544819,0.1144,1368110,0.4131,565188,26,0.619,0.7816,1549.4,0.0923,0.7257,0.623,0.6418,moderate 3057,Botswana,2025,urban,Education,Junior,2.64,113879,0.13,99072,0.5124,50759,53,0.739,0.8079,470.62,0.0871,0.6459,0.5438,0.7182,high 3058,Rwanda,2023,urban,Health,Mid_Level,13.67,417577,0.0875,381033,0.5023,191411,49,0.5969,0.9115,525.58,0.0948,0.6541,0.6273,0.7411,high 3059,Nigeria,2023,remote,Social_Services,Mid_Level,224.39,4885672,0.3142,3350465,0.1921,643643,20,0.5407,0.7108,218.24,0.0509,0.466,0.3314,0.4558,low 3060,Ethiopia,2023,rural,Health,Mid_Level,122.93,1332630,0.4191,774070,0.1802,139460,11,0.5577,0.661,88.62,0.0582,0.2826,0.198,0.365,low 3061,Tanzania,2025,rural,Agriculture,Mid_Level,69.01,1328113,0.2594,983609,0.2486,244544,19,0.6171,0.6767,255.69,0.0567,0.4333,0.4234,0.482,low 3062,Uganda,2025,rural,Health,Junior,50.57,385736,0.3224,261393,0.1717,44869,10,0.5149,0.695,204.2,0.0689,0.5741,0.4487,0.4439,low 3063,Uganda,2019,capital,Agriculture,Senior,41.86,350696,0.2692,256302,0.2988,76590,19,0.6256,0.6826,344.41,0.0614,0.4586,0.3845,0.4916,low 3064,Senegal,2023,rural,Social_Services,Junior,17.53,434305,0.2006,347168,0.2883,100083,18,0.5733,0.8148,216.62,0.0684,0.5002,0.3872,0.5279,moderate 3065,South Africa,2023,capital,Security,Junior,61.51,3466143,0.1587,2915970,0.4817,1404498,30,0.64,0.7857,537.53,0.096,0.6208,0.6432,0.65,moderate 3066,Senegal,2025,remote,Health,Senior,18.49,374792,0.2966,263617,0.1836,48412,18,0.567,0.7014,357.94,0.0575,0.5694,0.4067,0.4696,low 3067,Ghana,2023,capital,ICT,Mid_Level,33.3,726428,0.167,605118,0.3971,240284,21,0.5519,0.7426,218.07,0.0667,0.4518,0.3427,0.5509,moderate 3068,Mozambique,2018,urban,Health,Junior,28.12,263902,0.3433,173304,0.1689,29279,8,0.5453,0.6497,91.51,0.0695,0.3157,0.1996,0.3754,low 3069,Kenya,2022,rural,Health,Director,52.76,1632031,0.177,1343136,0.2958,397256,38,0.7185,0.8698,1042.98,0.0889,0.793,0.5619,0.6406,moderate 3070,Senegal,2020,urban,Security,Junior,16.18,307983,0.1663,256753,0.3834,98435,19,0.5903,0.7955,179.32,0.0561,0.4705,0.4357,0.5617,moderate 3071,Senegal,2023,rural,Infrastructure,Junior,17.53,377850,0.207,299627,0.2689,80564,27,0.6003,0.7708,201.65,0.0618,0.5343,0.4422,0.5462,moderate 3072,Rwanda,2025,remote,Infrastructure,Senior,14.34,460675,0.1818,376937,0.2165,81596,64,0.8615,0.8531,680.0,0.0676,0.6066,0.7289,0.6802,high 3073,Botswana,2021,urban,Education,Mid_Level,2.49,120575,0.1458,102994,0.5274,54316,39,0.5727,0.9102,606.07,0.0753,0.6385,0.6951,0.7128,high 3074,South Africa,2024,rural,Health,Executive,62.0,3329888,0.2379,2537770,0.3109,788980,28,0.5434,0.8315,2533.73,0.0873,0.8048,0.6968,0.6131,moderate 3075,Rwanda,2018,rural,Security,Senior,12.14,369127,0.1293,321382,0.3595,115523,57,0.7311,0.7811,711.2,0.0909,0.6588,0.7102,0.7041,high 3076,Ghana,2020,urban,Education,Junior,31.29,747271,0.1961,600730,0.3736,224433,21,0.6192,0.7523,240.38,0.0671,0.4823,0.4071,0.5487,moderate 3077,DRC,2018,urban,Education,Senior,86.92,446576,0.3888,272944,0.1777,48497,7,0.4895,0.6064,155.93,0.0699,0.2589,0.1965,0.3512,low 3078,Botswana,2020,rural,Education,Junior,2.45,95628,0.1956,76924,0.3865,29730,33,0.6797,0.8976,488.34,0.0953,0.6425,0.7395,0.6531,high 3079,DRC,2024,rural,Infrastructure,Junior,105.0,560677,0.4652,299864,0.1351,40497,6,0.5201,0.5934,105.54,0.0569,0.3417,0.1754,0.3232,critical 3080,Ethiopia,2018,capital,Infrastructure,Mid_Level,108.65,1184828,0.2517,886580,0.227,201215,7,0.5782,0.6855,107.06,0.0618,0.2845,0.1621,0.4088,low 3081,Rwanda,2022,rural,Education,Junior,13.35,372212,0.1353,321848,0.3327,107088,57,0.6623,0.8851,639.36,0.0698,0.7016,0.6139,0.7062,high 3082,Nigeria,2022,remote,Administration,Junior,218.92,4716376,0.3767,2939737,0.1947,572332,24,0.6339,0.6841,211.79,0.0669,0.4279,0.4029,0.4502,low 3083,Senegal,2022,rural,Social_Services,Junior,17.07,395691,0.2411,300297,0.2257,67776,21,0.6102,0.7264,230.58,0.0505,0.5412,0.3579,0.4975,low 3084,Kenya,2021,urban,Health,Junior,51.68,1620020,0.1206,1424716,0.421,599847,34,0.6234,0.7772,455.11,0.0653,0.6477,0.5421,0.6457,moderate 3085,Uganda,2019,urban,Administration,Junior,41.86,358066,0.2207,279033,0.2615,72955,14,0.4907,0.7705,196.85,0.0672,0.5137,0.4386,0.506,moderate 3086,South Africa,2019,urban,Security,Mid_Level,59.58,3283023,0.1651,2741059,0.5206,1426922,43,0.6316,0.9149,569.72,0.0662,0.6029,0.7062,0.7145,high 3087,Botswana,2023,remote,Security,Junior,2.56,99434,0.2127,78282,0.2877,22520,56,0.7693,0.918,576.97,0.0851,0.7133,0.6708,0.6848,high 3088,Nigeria,2022,rural,Education,Director,218.92,4456490,0.2925,3153002,0.2192,691118,17,0.5823,0.6978,438.74,0.0542,0.4706,0.4706,0.473,low 3089,Tanzania,2022,urban,ICT,Junior,63.15,1293010,0.233,991785,0.3255,322872,18,0.6272,0.7236,230.18,0.053,0.4633,0.3418,0.5072,moderate 3090,South Africa,2024,capital,Finance,Junior,62.0,3175269,0.1729,2626262,0.592,1554778,43,0.7101,0.9016,465.51,0.0784,0.6464,0.5819,0.7203,high 3091,Ethiopia,2025,rural,Finance,Junior,129.15,1662687,0.4954,839073,0.1805,151438,11,0.5681,0.6007,90.17,0.0544,0.3057,0.2331,0.3428,critical 3092,Kenya,2024,urban,Education,Junior,55.0,1942423,0.1517,1647792,0.4774,786609,43,0.6764,0.8769,636.17,0.0856,0.6301,0.605,0.694,high 3093,DRC,2018,capital,Infrastructure,Mid_Level,86.92,472843,0.297,332426,0.1712,56902,9,0.4852,0.5894,128.92,0.0606,0.2552,0.2212,0.3771,low 3094,Mozambique,2021,rural,Security,Junior,30.47,274723,0.3783,170784,0.1298,22172,9,0.5079,0.6405,145.19,0.0623,0.3386,0.1966,0.36,low 3095,Botswana,2021,urban,Health,Junior,2.49,97378,0.1363,84109,0.5041,42397,32,0.6755,0.8083,618.06,0.0903,0.6588,0.5813,0.6672,high 3096,Nigeria,2025,rural,Administration,Junior,235.75,4854088,0.272,3533790,0.231,816236,15,0.6017,0.7538,293.8,0.0508,0.5746,0.3758,0.4854,low 3097,Mozambique,2025,rural,Health,Senior,33.89,345077,0.3362,229067,0.1305,29890,15,0.6438,0.6599,146.21,0.0562,0.2741,0.2086,0.3833,low 3098,Uganda,2021,urban,Social_Services,Director,44.58,324236,0.2608,239688,0.278,66636,12,0.5319,0.6834,452.96,0.0669,0.4759,0.4332,0.4777,low 3099,DRC,2018,rural,Security,Senior,86.92,475294,0.4898,242488,0.1344,32600,6,0.465,0.6298,230.26,0.0518,0.2657,0.2398,0.3212,critical 3100,Mozambique,2021,capital,Infrastructure,Junior,30.47,297848,0.2085,235744,0.2202,51918,12,0.4664,0.6517,152.04,0.0576,0.3409,0.2371,0.4385,low 3101,DRC,2019,rural,Social_Services,Mid_Level,89.7,580198,0.4341,328335,0.1351,44343,6,0.5468,0.7,109.88,0.0613,0.3171,0.2343,0.3504,low 3102,Rwanda,2021,urban,Health,Junior,13.04,334997,0.107,299156,0.4683,140105,37,0.586,0.8103,617.38,0.0672,0.6978,0.7252,0.6967,high 3103,Kenya,2024,rural,Education,Junior,55.0,1727436,0.1995,1382881,0.3005,415510,31,0.5633,0.8389,450.36,0.0754,0.6021,0.6403,0.6028,moderate 3104,Nigeria,2018,urban,Security,Mid_Level,198.33,3545875,0.2355,2710876,0.3214,871186,18,0.5117,0.8241,233.9,0.059,0.4392,0.4281,0.5268,moderate 3105,Nigeria,2020,rural,Health,Junior,208.37,4474493,0.2875,3187982,0.2065,658218,23,0.6747,0.7315,268.24,0.0569,0.5082,0.4382,0.4916,low 3106,Nigeria,2023,urban,Education,Mid_Level,224.39,4702543,0.2317,3612941,0.2932,1059263,18,0.614,0.697,307.51,0.0592,0.5437,0.3745,0.5067,moderate 3107,Mozambique,2020,remote,Agriculture,Junior,29.66,337370,0.456,183538,0.1148,21072,9,0.5931,0.7097,111.57,0.0515,0.3052,0.1729,0.3415,critical 3108,Mozambique,2021,rural,Health,Director,30.47,323440,0.3627,206130,0.1404,28931,14,0.552,0.7133,221.19,0.0545,0.3017,0.1709,0.3837,low 3109,Rwanda,2020,urban,Education,Junior,12.73,355441,0.09,323463,0.4199,135808,36,0.7314,0.7924,350.38,0.0946,0.7543,0.5894,0.6757,high 3110,Ghana,2025,remote,Justice,Mid_Level,34.71,889906,0.3563,572860,0.2078,119042,29,0.5444,0.7801,323.43,0.0482,0.4637,0.4456,0.4933,low 3111,Senegal,2023,rural,ICT,Junior,17.53,405843,0.2282,313230,0.2334,73108,18,0.5978,0.7732,265.01,0.0591,0.5281,0.3715,0.5022,moderate 3112,Rwanda,2019,urban,Agriculture,Senior,12.43,363642,0.1194,320219,0.5199,166480,47,0.6968,0.9197,660.11,0.0871,0.7162,0.6276,0.74,high 3113,Senegal,2024,capital,Health,Junior,18.0,440700,0.135,381209,0.4052,154463,18,0.5704,0.7534,211.81,0.0573,0.4643,0.3361,0.5556,moderate 3114,Senegal,2021,rural,Health,Junior,16.62,361490,0.2534,269899,0.2645,71380,27,0.6124,0.7955,189.44,0.0615,0.4779,0.4365,0.531,moderate 3115,Tanzania,2025,rural,Health,Mid_Level,69.01,1333145,0.2144,1047383,0.2018,211367,19,0.544,0.6843,308.41,0.0709,0.481,0.4789,0.493,low 3116,Rwanda,2024,urban,Justice,Director,14.0,448642,0.101,403338,0.4195,169181,47,0.6233,0.7687,1216.96,0.0745,0.615,0.7466,0.6986,high 3117,DRC,2018,rural,Agriculture,Executive,86.92,482997,0.4292,275686,0.1246,34344,8,0.5818,0.6075,422.58,0.0481,0.3199,0.186,0.3356,critical 3118,Uganda,2019,rural,Education,Junior,41.86,308381,0.4104,181833,0.2057,37407,14,0.5546,0.8245,179.72,0.0519,0.5548,0.4056,0.4536,low 3119,Ethiopia,2025,rural,Security,Mid_Level,129.15,1325397,0.4885,677880,0.1611,109209,7,0.482,0.6305,104.61,0.0487,0.2802,0.2317,0.3314,critical 3120,Uganda,2022,urban,Health,Senior,46.01,392177,0.2163,307366,0.3157,97037,12,0.5089,0.7202,478.89,0.0682,0.5206,0.3991,0.5049,moderate 3121,DRC,2020,urban,Education,Senior,92.57,585631,0.3466,382663,0.1894,72488,6,0.4575,0.6329,232.04,0.0486,0.2623,0.1873,0.3656,low 3122,Botswana,2025,urban,Security,Senior,2.64,124831,0.1053,111682,0.4723,52750,38,0.7099,0.9013,601.61,0.0761,0.6244,0.643,0.6987,high 3123,Uganda,2020,remote,Education,Junior,43.2,347719,0.5233,165760,0.1441,23890,17,0.5538,0.7603,250.35,0.069,0.5102,0.3807,0.4008,low 3124,South Africa,2024,capital,Education,Junior,62.0,3353953,0.1723,2776007,0.5487,1523245,38,0.567,0.9299,438.66,0.0681,0.7699,0.7515,0.7307,high 3125,Ghana,2020,urban,Justice,Junior,31.29,896457,0.1673,746457,0.3827,285641,18,0.4943,0.6917,223.17,0.0701,0.5023,0.3721,0.54,moderate 3126,DRC,2021,urban,Security,Mid_Level,95.53,552309,0.3868,338674,0.1596,54065,9,0.5518,0.6113,95.75,0.0541,0.3376,0.2259,0.3638,low 3127,Rwanda,2025,rural,Administration,Junior,14.34,445548,0.1378,384173,0.3728,143211,64,0.8117,0.8979,614.28,0.0671,0.6962,0.7104,0.7441,high 3128,Ethiopia,2022,rural,Education,Junior,119.93,1621513,0.4593,876697,0.1654,145049,7,0.4665,0.6412,93.05,0.0516,0.2623,0.1835,0.3348,critical 3129,Rwanda,2018,rural,Agriculture,Mid_Level,12.14,417502,0.143,357817,0.3733,133559,40,0.6134,0.8208,647.1,0.093,0.6892,0.7396,0.6736,high 3130,Tanzania,2019,rural,Health,Mid_Level,57.79,953625,0.2731,693232,0.2192,151961,18,0.5139,0.751,222.46,0.0515,0.5001,0.3421,0.4784,low 3131,Botswana,2021,urban,Infrastructure,Mid_Level,2.49,99623,0.1149,88180,0.537,47351,54,0.6213,0.7804,589.08,0.0749,0.6489,0.5797,0.7305,high 3132,Nigeria,2025,urban,Health,Junior,235.75,4376433,0.1952,3522230,0.3774,1329218,19,0.609,0.8098,205.84,0.0511,0.464,0.434,0.5543,moderate 3133,Kenya,2021,urban,Health,Junior,51.68,1758226,0.1161,1554061,0.4784,743501,44,0.7623,0.8441,436.06,0.0795,0.6168,0.7654,0.7154,high 3134,Senegal,2023,urban,Justice,Junior,17.53,414676,0.1556,350136,0.3904,136703,28,0.579,0.7577,210.69,0.0672,0.4988,0.4774,0.59,moderate 3135,Uganda,2025,urban,Health,Mid_Level,50.57,382461,0.2434,289370,0.2787,80653,15,0.5663,0.7191,198.31,0.0524,0.533,0.3949,0.497,low 3136,Botswana,2021,remote,Administration,Junior,2.49,121880,0.1888,98865,0.3072,30371,36,0.5755,0.9247,517.49,0.0752,0.7821,0.5954,0.646,moderate 3137,Nigeria,2018,urban,Security,Mid_Level,198.33,3935280,0.2259,3046241,0.3329,1014146,18,0.5004,0.6987,283.64,0.0674,0.4843,0.3727,0.5123,moderate 3138,Mozambique,2022,capital,Agriculture,Mid_Level,31.29,307425,0.2049,244418,0.2447,59808,9,0.4738,0.6352,140.07,0.0664,0.3011,0.2039,0.4282,low 3139,Ghana,2021,capital,Education,Junior,31.94,811668,0.1702,673540,0.4814,324270,25,0.6309,0.8191,216.8,0.0589,0.5331,0.4104,0.6075,moderate 3140,Senegal,2025,rural,Administration,Junior,18.49,443724,0.1912,358872,0.2214,79444,16,0.5777,0.7186,196.59,0.0631,0.4982,0.3809,0.4932,low 3141,Kenya,2022,rural,Security,Mid_Level,52.76,2025336,0.2061,1607906,0.3081,495433,27,0.5378,0.8736,630.89,0.0652,0.6994,0.5705,0.601,moderate 3142,Rwanda,2022,rural,Justice,Executive,13.35,398684,0.1534,337521,0.3762,126965,55,0.8203,0.8067,1561.97,0.0688,0.774,0.5337,0.695,high 3143,DRC,2024,rural,Security,Mid_Level,105.0,615711,0.412,362008,0.1242,44965,10,0.4631,0.6145,146.96,0.0497,0.2559,0.2302,0.3438,critical 3144,Ghana,2024,urban,ICT,Mid_Level,34.0,752870,0.1772,619493,0.4272,264625,27,0.6237,0.7375,212.21,0.0627,0.4481,0.4496,0.5804,moderate 3145,Kenya,2019,capital,Health,Senior,49.57,1718249,0.1151,1520417,0.4831,734439,36,0.7176,0.8234,609.2,0.0918,0.6959,0.6707,0.6922,high 3146,Senegal,2019,remote,Administration,Junior,15.76,296714,0.2189,231756,0.1806,41858,21,0.5722,0.7603,213.61,0.053,0.5711,0.3649,0.5006,moderate 3147,Senegal,2025,rural,Health,Mid_Level,18.49,465932,0.2453,351616,0.2409,84708,16,0.5573,0.6898,219.65,0.07,0.523,0.4453,0.4892,low 3148,Mozambique,2022,capital,Health,Senior,31.29,306241,0.256,227843,0.1952,44473,11,0.484,0.6116,222.0,0.0652,0.3317,0.2299,0.4102,low 3149,Ghana,2022,urban,Infrastructure,Junior,32.62,893021,0.2018,712818,0.386,275120,23,0.5339,0.6863,223.75,0.0705,0.4353,0.4719,0.5472,moderate 3150,Rwanda,2022,urban,Health,Junior,13.35,405885,0.1123,360320,0.4529,163176,43,0.5739,0.8103,564.45,0.0834,0.6282,0.7263,0.6997,high 3151,Ethiopia,2019,rural,Infrastructure,Mid_Level,111.37,1169213,0.4605,630806,0.1706,107634,8,0.4742,0.6823,113.96,0.0635,0.2558,0.1747,0.3429,critical 3152,Mozambique,2023,capital,Health,Junior,32.13,353366,0.2403,268457,0.2179,58509,12,0.5271,0.5972,102.49,0.0518,0.3369,0.2192,0.4196,low 3153,Botswana,2024,rural,Health,Mid_Level,2.6,116370,0.1865,94672,0.437,41369,41,0.6849,0.8168,618.14,0.0721,0.6688,0.7509,0.6796,high 3154,Uganda,2018,urban,Agriculture,Mid_Level,40.56,287509,0.2203,224180,0.2681,60107,14,0.6298,0.7883,264.8,0.053,0.5602,0.351,0.5063,moderate 3155,Kenya,2025,remote,ICT,Junior,56.15,1751676,0.2366,1337246,0.2344,313509,32,0.6386,0.8822,449.64,0.0747,0.7232,0.5385,0.588,moderate 3156,Botswana,2023,rural,Administration,Senior,2.56,115504,0.1931,93197,0.383,35690,52,0.6153,0.8855,562.85,0.0649,0.7005,0.5511,0.6854,high 3157,Rwanda,2020,rural,Infrastructure,Mid_Level,12.73,414481,0.1429,355267,0.385,136760,41,0.5813,0.8191,578.75,0.0671,0.693,0.6685,0.6721,high 3158,Rwanda,2024,rural,Education,Junior,14.0,443179,0.1647,370177,0.3026,112004,56,0.667,0.7957,451.27,0.0894,0.7509,0.6445,0.6834,high 3159,DRC,2023,urban,Education,Senior,101.74,528746,0.4177,307863,0.1793,55199,9,0.5471,0.6903,129.05,0.0622,0.2785,0.2111,0.3654,low 3160,Ghana,2023,capital,Health,Mid_Level,33.3,942553,0.1705,781884,0.418,326830,31,0.6837,0.7849,240.61,0.0598,0.4647,0.4507,0.5987,moderate 3161,Botswana,2020,rural,Administration,Mid_Level,2.45,98876,0.1361,85421,0.404,34506,37,0.5584,0.8234,524.64,0.0816,0.6302,0.677,0.6637,high 3162,Uganda,2021,urban,Administration,Junior,44.58,359635,0.2348,275210,0.2488,68480,15,0.5885,0.7659,313.52,0.0671,0.4548,0.4217,0.4936,low 3163,South Africa,2022,urban,Finance,Director,61.02,3198859,0.1908,2588542,0.4922,1274143,46,0.6626,0.7651,1249.89,0.0815,0.6193,0.6929,0.6864,high 3164,Nigeria,2024,remote,Education,Junior,230.0,5094571,0.4497,2803291,0.1558,436866,14,0.4817,0.7444,292.68,0.0502,0.5283,0.3474,0.4108,low 3165,Ethiopia,2018,rural,Agriculture,Junior,108.65,1234262,0.3955,746148,0.1806,134756,12,0.5525,0.7102,125.88,0.0504,0.2988,0.2316,0.3859,low 3166,South Africa,2023,remote,Infrastructure,Director,61.51,3520637,0.3218,2387732,0.3098,739738,35,0.6646,0.8086,1515.42,0.0827,0.6319,0.6295,0.5819,moderate 3167,Nigeria,2019,urban,Health,Director,203.29,4183575,0.2692,3057525,0.2977,910234,18,0.646,0.7788,463.76,0.0692,0.4533,0.3619,0.5005,moderate 3168,DRC,2023,rural,Security,Junior,101.74,564566,0.4502,310387,0.1164,36132,5,0.5474,0.7009,155.26,0.0672,0.2732,0.2009,0.3316,critical 3169,Uganda,2025,capital,Education,Junior,50.57,417842,0.2833,299448,0.2984,89365,15,0.5835,0.8027,217.95,0.063,0.5638,0.4702,0.5151,moderate 3170,DRC,2021,capital,Administration,Director,95.53,503936,0.2664,369681,0.163,60257,8,0.5005,0.6162,353.93,0.0539,0.3414,0.1951,0.3902,low 3171,South Africa,2021,remote,Health,Junior,60.54,3144444,0.2949,2217066,0.2707,600056,50,0.8036,0.7719,399.64,0.0817,0.7945,0.5928,0.6235,moderate 3172,Tanzania,2020,capital,ICT,Junior,59.53,1092269,0.1424,936712,0.3462,324335,16,0.5751,0.687,188.66,0.0502,0.5503,0.4359,0.5426,moderate 3173,DRC,2019,urban,Finance,Junior,89.7,593089,0.3403,391282,0.1734,67863,8,0.5981,0.6815,86.48,0.0517,0.295,0.1674,0.3768,low 3174,Uganda,2021,remote,Education,Mid_Level,44.58,330968,0.3661,209784,0.1319,27676,11,0.5112,0.8191,268.1,0.051,0.4355,0.4753,0.4329,low 3175,Ghana,2019,urban,Social_Services,Mid_Level,30.64,703288,0.1918,568368,0.3702,210387,26,0.5309,0.807,264.32,0.0481,0.5089,0.3779,0.5693,moderate 3176,Mozambique,2025,capital,Education,Senior,33.89,310973,0.2369,237313,0.2336,55430,13,0.5288,0.6458,185.65,0.0693,0.3145,0.2074,0.4307,low 3177,Tanzania,2024,urban,Finance,Mid_Level,67.0,1171222,0.1963,941260,0.2766,260370,19,0.6002,0.8034,187.81,0.0696,0.4379,0.4392,0.5258,moderate 3178,Nigeria,2022,urban,Administration,Mid_Level,218.92,3754100,0.2269,2902471,0.3332,967142,22,0.563,0.6861,227.42,0.0625,0.5067,0.4555,0.5307,moderate 3179,Ghana,2020,rural,ICT,Junior,31.29,767201,0.2874,546672,0.2501,136739,26,0.5805,0.6819,289.12,0.0528,0.5588,0.3869,0.5025,moderate 3180,Botswana,2019,capital,Social_Services,Junior,2.41,100665,0.1008,90522,0.5904,53441,38,0.7372,0.7734,396.76,0.0777,0.6387,0.7224,0.7195,high 3181,Rwanda,2025,urban,Social_Services,Senior,14.34,386034,0.0898,351377,0.4799,168620,64,0.8313,0.8698,574.92,0.089,0.7384,0.7628,0.7881,high 3182,Rwanda,2023,capital,Agriculture,Junior,13.67,400482,0.1011,359991,0.5644,203189,57,0.6237,0.79,458.96,0.0859,0.7282,0.651,0.7647,high 3183,Ghana,2021,rural,Health,Mid_Level,31.94,872533,0.2182,682189,0.255,173950,27,0.5488,0.7482,313.42,0.0495,0.5614,0.3505,0.5301,moderate 3184,Ghana,2021,capital,Security,Executive,31.94,751208,0.1872,610596,0.449,274142,31,0.6562,0.7773,1266.25,0.0655,0.5521,0.3655,0.6013,moderate 3185,Ethiopia,2019,rural,Education,Junior,111.37,1478945,0.442,825219,0.1813,149617,9,0.5007,0.6128,154.3,0.0583,0.3378,0.1876,0.3518,low 3186,Tanzania,2020,rural,Agriculture,Mid_Level,59.53,1052298,0.2605,778221,0.2465,191812,14,0.4811,0.6759,249.25,0.0676,0.5256,0.4785,0.4833,low 3187,Mozambique,2022,rural,Agriculture,Senior,31.29,267319,0.3789,166044,0.1402,23273,15,0.5075,0.5883,194.22,0.063,0.2837,0.2032,0.3648,low 3188,Ethiopia,2022,urban,Finance,Junior,119.93,1556156,0.301,1087695,0.2296,249738,9,0.4817,0.6761,114.05,0.0524,0.339,0.2315,0.4131,low 3189,Tanzania,2023,rural,Security,Junior,65.05,1087607,0.2737,789905,0.2401,189678,17,0.6354,0.7333,231.47,0.0582,0.5306,0.3244,0.4796,low 3190,Botswana,2020,rural,Infrastructure,Junior,2.45,115418,0.195,92916,0.3846,35734,51,0.6403,0.8454,437.39,0.0958,0.6409,0.7663,0.6924,high 3191,South Africa,2021,urban,Infrastructure,Junior,60.54,2957104,0.1625,2476513,0.5314,1316049,44,0.7769,0.78,577.79,0.0702,0.7023,0.5711,0.6966,high 3192,Nigeria,2025,urban,Finance,Junior,235.75,4642794,0.19,3760835,0.3482,1309653,20,0.5103,0.6904,218.94,0.0594,0.4584,0.341,0.5231,moderate 3193,Senegal,2018,urban,Security,Mid_Level,15.34,315514,0.1581,265615,0.3656,97099,20,0.6633,0.7789,261.76,0.0599,0.4988,0.3667,0.5552,moderate 3194,Nigeria,2018,rural,Administration,Executive,198.33,3852297,0.3536,2490245,0.2546,633941,19,0.6483,0.8203,1020.36,0.0667,0.5415,0.4174,0.4917,low 3195,Senegal,2021,capital,ICT,Junior,16.62,325534,0.1368,281004,0.3723,104621,18,0.4996,0.8099,251.99,0.0713,0.5567,0.399,0.5709,moderate 3196,Nigeria,2021,urban,ICT,Mid_Level,213.58,4708176,0.2686,3443464,0.3027,1042235,25,0.653,0.7432,317.32,0.0622,0.4841,0.3456,0.5155,moderate 3197,Ethiopia,2023,rural,Education,Junior,122.93,1278211,0.4296,729067,0.1648,120152,12,0.4701,0.6006,86.27,0.0707,0.3012,0.1797,0.352,low 3198,Ghana,2018,capital,Security,Mid_Level,30.01,803121,0.145,686690,0.4124,283179,26,0.5519,0.7181,196.24,0.0651,0.5123,0.3911,0.5799,moderate 3199,Mozambique,2022,capital,Social_Services,Senior,31.29,283028,0.2955,199394,0.2091,41699,11,0.5491,0.6881,143.71,0.0544,0.3393,0.235,0.4165,low 3200,Ethiopia,2024,capital,Agriculture,Junior,126.0,1321824,0.2325,1014551,0.2657,269558,7,0.4918,0.6046,125.41,0.0662,0.2789,0.2226,0.4166,low 3201,Kenya,2019,urban,Education,Mid_Level,49.57,1985376,0.1478,1691963,0.4012,678748,44,0.7128,0.8422,624.88,0.0884,0.7481,0.5722,0.6817,high 3202,Kenya,2019,rural,Security,Senior,49.57,1873335,0.209,1481763,0.3081,456457,31,0.5747,0.7829,742.3,0.0799,0.619,0.6769,0.5993,moderate 3203,Kenya,2020,urban,Infrastructure,Junior,50.61,1869789,0.1355,1616372,0.4323,698707,33,0.5417,0.8961,639.95,0.0682,0.6558,0.7402,0.6807,high 3204,Senegal,2023,urban,Security,Director,17.53,353161,0.1736,291837,0.3849,112341,16,0.6375,0.8189,712.4,0.0604,0.5156,0.4237,0.5596,moderate 3205,Mozambique,2019,urban,Health,Junior,28.88,310081,0.3324,207006,0.1904,39404,12,0.5636,0.6464,133.98,0.0516,0.2617,0.1878,0.3864,low 3206,Ethiopia,2025,remote,Security,Mid_Level,129.15,1611736,0.5102,789478,0.1124,88723,7,0.4518,0.7114,137.61,0.0646,0.331,0.2086,0.3287,critical 3207,Mozambique,2023,rural,Health,Junior,32.13,326719,0.3221,221488,0.1509,33419,14,0.6123,0.627,98.59,0.071,0.3371,0.1851,0.3885,low 3208,South Africa,2025,rural,Education,Junior,62.5,3741457,0.2501,2805872,0.3727,1045728,50,0.7766,0.7777,499.64,0.0927,0.6183,0.5388,0.638,moderate 3209,Nigeria,2024,rural,Health,Junior,230.0,5058998,0.2651,3717861,0.2144,796985,24,0.6505,0.7356,268.91,0.0583,0.4662,0.4779,0.5021,moderate 3210,Kenya,2022,urban,Finance,Mid_Level,52.76,1729025,0.1312,1502209,0.4569,686315,41,0.7242,0.7669,510.47,0.0759,0.7225,0.7492,0.6961,high 3211,Rwanda,2024,urban,Security,Junior,14.0,373147,0.0961,337271,0.4481,151132,50,0.6785,0.8717,387.25,0.0807,0.6522,0.6148,0.7205,high 3212,Nigeria,2022,capital,Education,Senior,218.92,4086182,0.2212,3182459,0.3309,1053196,23,0.5377,0.8177,297.1,0.072,0.4593,0.4336,0.5469,moderate 3213,Uganda,2020,capital,Health,Junior,43.2,336064,0.2477,252820,0.2981,75357,16,0.4956,0.7765,292.78,0.0535,0.5438,0.36,0.5094,moderate 3214,Ethiopia,2021,remote,Security,Mid_Level,117.0,1349144,0.5384,622806,0.1207,75180,12,0.6016,0.6001,113.69,0.0621,0.3185,0.1742,0.3149,critical 3215,Botswana,2024,urban,Health,Junior,2.6,123534,0.1389,106377,0.498,52972,35,0.5862,0.8317,539.56,0.07,0.7612,0.5847,0.6866,high 3216,Rwanda,2024,remote,Health,Director,14.0,445876,0.2079,353188,0.2404,84913,60,0.7348,0.7972,1622.44,0.0943,0.6212,0.6386,0.6537,high 3217,Senegal,2025,urban,Infrastructure,Junior,18.49,396873,0.1619,332626,0.3746,124602,21,0.6077,0.6902,289.57,0.0481,0.5213,0.4522,0.5566,moderate 3218,Rwanda,2024,capital,Social_Services,Junior,14.0,365360,0.1084,325759,0.456,148545,48,0.7826,0.8005,584.18,0.0827,0.6802,0.6394,0.7089,high 3219,Mozambique,2021,remote,Social_Services,Junior,30.47,322678,0.4861,165818,0.116,19241,8,0.5058,0.6287,126.97,0.053,0.3029,0.2384,0.3259,critical 3220,Ghana,2018,urban,Health,Mid_Level,30.01,692017,0.209,547398,0.364,199240,31,0.5312,0.7998,214.25,0.0528,0.5576,0.3687,0.5789,moderate 3221,Nigeria,2022,rural,Finance,Junior,218.92,4933087,0.3177,3365844,0.2683,902896,23,0.6407,0.7635,175.93,0.0692,0.5496,0.4363,0.5083,moderate 3222,Ghana,2025,capital,Education,Junior,34.71,906022,0.1561,764630,0.3699,282861,26,0.5748,0.7486,214.21,0.0519,0.4926,0.3562,0.5656,moderate 3223,South Africa,2021,urban,Administration,Junior,60.54,3002828,0.191,2429397,0.4647,1128905,39,0.7076,0.7657,636.97,0.0788,0.7545,0.7594,0.6822,high 3224,Ethiopia,2025,urban,Infrastructure,Junior,129.15,1564846,0.3502,1016784,0.2104,213926,9,0.5534,0.6202,127.68,0.0516,0.3109,0.1715,0.3788,low 3225,Kenya,2024,capital,Security,Mid_Level,55.0,1881878,0.127,1642913,0.5299,870576,27,0.6402,0.8347,552.18,0.092,0.7321,0.5616,0.6728,high 3226,Botswana,2021,urban,Health,Mid_Level,2.49,119046,0.1392,102471,0.4678,47935,50,0.6719,0.8009,507.3,0.0823,0.6909,0.7386,0.7202,high 3227,Mozambique,2019,urban,Education,Junior,28.88,274897,0.3131,188820,0.1994,37647,11,0.5399,0.6256,92.8,0.0622,0.3284,0.2231,0.3981,low 3228,Senegal,2019,urban,Infrastructure,Senior,15.76,315053,0.1382,271522,0.3976,107951,17,0.6513,0.7648,374.77,0.0525,0.5541,0.3475,0.5622,moderate 3229,Ethiopia,2021,capital,Health,Mid_Level,117.0,1280939,0.2913,907816,0.2561,232478,9,0.5612,0.6163,142.89,0.0529,0.3082,0.2269,0.4097,low 3230,DRC,2024,capital,Education,Senior,105.0,696327,0.3375,461344,0.1589,73289,7,0.601,0.5989,212.55,0.058,0.322,0.1643,0.3613,low 3231,Ethiopia,2018,urban,Administration,Mid_Level,108.65,1347531,0.3777,838558,0.2099,176031,12,0.4838,0.6072,118.42,0.071,0.3183,0.169,0.3779,low 3232,Senegal,2025,rural,Security,Mid_Level,18.49,393702,0.1823,321932,0.2652,85376,17,0.5833,0.7559,264.48,0.0678,0.4867,0.3899,0.5143,moderate 3233,Tanzania,2018,urban,Health,Junior,56.11,987825,0.1906,799496,0.3483,278443,13,0.4939,0.7876,178.36,0.0636,0.5371,0.4206,0.5358,moderate 3234,Ghana,2020,capital,ICT,Senior,31.29,836317,0.14,719257,0.4113,295826,28,0.5388,0.8186,477.43,0.0516,0.4546,0.3783,0.5939,moderate 3235,Uganda,2021,urban,Security,Mid_Level,44.58,322870,0.2442,244028,0.2677,65319,15,0.6311,0.6894,295.65,0.0555,0.5341,0.3613,0.4863,low 3236,Kenya,2021,urban,Justice,Junior,51.68,1725385,0.1365,1489797,0.4608,686501,26,0.5306,0.8871,459.84,0.0693,0.6503,0.6755,0.6617,high 3237,Botswana,2025,rural,Social_Services,Mid_Level,2.64,114165,0.1991,91439,0.3358,30701,53,0.6604,0.8683,644.72,0.091,0.7735,0.734,0.6977,high 3238,Senegal,2021,urban,Infrastructure,Junior,16.62,363184,0.1378,313131,0.3935,123201,25,0.5212,0.774,288.8,0.0687,0.4744,0.4209,0.582,moderate 3239,Nigeria,2020,rural,Administration,Junior,208.37,3898667,0.2523,2914887,0.2327,678325,14,0.6032,0.7397,255.14,0.0658,0.5318,0.3703,0.4813,low 3240,South Africa,2024,urban,Education,Junior,62.0,3538525,0.1481,3014362,0.4375,1318702,38,0.7345,0.8871,589.42,0.0726,0.7704,0.628,0.6902,high 3241,Botswana,2025,urban,Agriculture,Director,2.64,134729,0.1017,121028,0.4856,58773,48,0.589,0.819,1022.24,0.0808,0.7204,0.5691,0.7178,high 3242,Kenya,2022,urban,ICT,Junior,52.76,2035362,0.162,1705690,0.4455,759868,38,0.5792,0.8246,404.45,0.0827,0.7928,0.5277,0.6716,high 3243,Rwanda,2021,rural,Finance,Mid_Level,13.04,385637,0.1496,327939,0.2925,95926,51,0.7065,0.7959,510.43,0.0788,0.7196,0.6666,0.6712,high 3244,Botswana,2021,rural,Education,Mid_Level,2.49,109418,0.1671,91139,0.4186,38149,50,0.6039,0.8491,387.43,0.0873,0.8022,0.6809,0.7136,high 3245,Ethiopia,2021,capital,Education,Mid_Level,117.0,1564464,0.2815,1124137,0.2749,309001,9,0.4557,0.6667,99.78,0.0539,0.2566,0.2025,0.4168,low 3246,South Africa,2019,remote,Social_Services,Mid_Level,59.58,3019248,0.2362,2306216,0.2837,654237,28,0.6013,0.774,517.91,0.0819,0.7064,0.7058,0.5892,moderate 3247,Nigeria,2019,capital,Finance,Mid_Level,203.29,3598275,0.2309,2767537,0.3332,922251,15,0.5766,0.7163,236.31,0.0495,0.4947,0.3686,0.5069,moderate 3248,Kenya,2019,urban,Justice,Senior,49.57,1662392,0.1606,1395397,0.3906,545065,42,0.764,0.8624,552.06,0.0935,0.6868,0.5647,0.667,high 3249,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,380250,0.2884,270573,0.2211,59812,9,0.5548,0.6533,107.4,0.0531,0.2613,0.1809,0.3979,low 3250,Nigeria,2023,urban,Security,Senior,224.39,4749406,0.2525,3550388,0.3372,1197359,25,0.6473,0.7234,425.25,0.0641,0.5377,0.3711,0.5331,moderate 3251,Kenya,2022,rural,ICT,Junior,52.76,1839261,0.1678,1530597,0.3409,521814,25,0.6817,0.8584,431.28,0.0652,0.7128,0.6724,0.6231,moderate 3252,Botswana,2023,urban,Infrastructure,Junior,2.56,104690,0.1135,92812,0.5082,47163,52,0.6269,0.8744,361.39,0.0654,0.6525,0.6129,0.7364,high 3253,Ethiopia,2019,remote,Education,Mid_Level,111.37,1534487,0.4733,808185,0.1243,100438,11,0.5066,0.5925,140.98,0.0549,0.2839,0.1932,0.3268,critical 3254,Kenya,2018,rural,Social_Services,Senior,48.55,1537525,0.2143,1208052,0.3355,405304,36,0.6869,0.8935,712.26,0.0827,0.7179,0.522,0.6283,moderate 3255,Senegal,2018,urban,Infrastructure,Mid_Level,15.34,363086,0.1676,302247,0.3292,99509,23,0.5493,0.7976,238.5,0.0695,0.4442,0.4329,0.5553,moderate 3256,DRC,2021,capital,Infrastructure,Junior,95.53,537487,0.3144,368503,0.1727,63631,7,0.5117,0.5872,110.45,0.0574,0.3083,0.1985,0.3708,low 3257,Kenya,2019,urban,Health,Junior,49.57,1797530,0.1417,1542828,0.3978,613758,31,0.6161,0.8349,555.62,0.0877,0.6036,0.7138,0.6485,moderate 3258,Botswana,2025,remote,Health,Senior,2.64,106774,0.1964,85801,0.2778,23833,39,0.6156,0.7938,821.56,0.0826,0.7238,0.6556,0.6248,moderate 3259,Mozambique,2019,rural,Security,Junior,28.88,331106,0.3963,199903,0.15,29980,12,0.5794,0.6704,141.54,0.0519,0.2697,0.1776,0.3637,low 3260,South Africa,2025,urban,Education,Junior,62.5,3293810,0.1987,2639252,0.5209,1374695,32,0.6916,0.9257,563.92,0.083,0.7361,0.7114,0.6941,high 3261,DRC,2024,rural,Infrastructure,Junior,105.0,606228,0.4002,363590,0.1282,46622,10,0.4745,0.6422,134.41,0.0487,0.2946,0.2236,0.3551,low 3262,DRC,2020,rural,Agriculture,Mid_Level,92.57,512123,0.4163,298915,0.1026,30671,7,0.4784,0.6697,123.54,0.068,0.3272,0.1889,0.3411,critical 3263,DRC,2020,capital,Justice,Mid_Level,92.57,528143,0.3461,345376,0.1678,57954,7,0.5179,0.6201,140.91,0.065,0.3018,0.2153,0.3677,low 3264,Kenya,2018,urban,Agriculture,Junior,48.55,1808484,0.1362,1562168,0.4245,663203,33,0.673,0.7762,601.45,0.0658,0.6229,0.7307,0.6564,high 3265,Ghana,2020,urban,Education,Junior,31.29,807670,0.1936,651294,0.3492,227423,28,0.5385,0.7912,280.2,0.0699,0.547,0.4551,0.5778,moderate 3266,Ghana,2025,rural,Social_Services,Junior,34.71,934259,0.2527,698134,0.3188,222545,28,0.5679,0.6996,217.2,0.0595,0.5229,0.3544,0.5292,moderate 3267,Ghana,2019,urban,Social_Services,Junior,30.64,669206,0.1832,546578,0.3279,179243,27,0.6704,0.7,301.69,0.0643,0.4398,0.3565,0.5383,moderate 3268,Nigeria,2019,capital,Education,Director,203.29,3729259,0.2341,2856104,0.3654,1043515,20,0.6102,0.7959,796.61,0.0481,0.4847,0.3486,0.5355,moderate 3269,South Africa,2019,capital,Security,Junior,59.58,3476634,0.1674,2894798,0.5253,1520642,38,0.6869,0.7668,466.14,0.0698,0.633,0.6632,0.6791,high 3270,Uganda,2019,urban,Security,Mid_Level,41.86,317802,0.2214,247454,0.2359,58386,14,0.5429,0.7945,187.3,0.0684,0.4569,0.3761,0.4911,low 3271,South Africa,2024,rural,Infrastructure,Junior,62.0,3375192,0.2519,2525078,0.3343,844208,32,0.6274,0.8924,501.47,0.0717,0.7775,0.7467,0.6369,moderate 3272,Nigeria,2023,capital,Education,Mid_Level,224.39,4866535,0.1979,3903248,0.3388,1322563,24,0.5748,0.8124,254.85,0.0627,0.4437,0.3628,0.5477,moderate 3273,Nigeria,2025,rural,Finance,Mid_Level,235.75,4131936,0.334,2751871,0.2091,575521,18,0.5567,0.7655,237.33,0.0711,0.5447,0.4735,0.4804,low 3274,Botswana,2022,urban,ICT,Junior,2.52,128118,0.1056,114585,0.5766,66071,52,0.7419,0.898,376.42,0.076,0.6657,0.7752,0.7765,high 3275,Botswana,2021,capital,Education,Senior,2.49,125035,0.1311,108637,0.5145,55894,50,0.6795,0.89,895.97,0.0724,0.7001,0.6051,0.7349,high 3276,Ghana,2021,urban,Education,Junior,31.94,750332,0.1856,611060,0.3966,242335,31,0.6035,0.7736,319.82,0.0592,0.5419,0.4752,0.598,moderate 3277,Rwanda,2024,capital,Education,Junior,14.0,443463,0.1026,397971,0.4491,178743,48,0.6758,0.8823,428.28,0.0716,0.7203,0.5415,0.7152,high 3278,Senegal,2023,urban,Infrastructure,Senior,17.53,348684,0.1432,298750,0.3944,117813,25,0.5573,0.7831,365.37,0.0628,0.543,0.3272,0.5798,moderate 3279,Mozambique,2022,urban,Infrastructure,Junior,31.29,354274,0.2992,248277,0.2186,54270,10,0.5181,0.6873,100.88,0.072,0.3144,0.2317,0.4126,low 3280,Mozambique,2018,urban,Education,Executive,28.12,251274,0.3166,171723,0.2058,35335,14,0.6356,0.6898,408.62,0.068,0.3024,0.2123,0.4122,low 3281,DRC,2020,remote,Finance,Senior,92.57,543298,0.6,217319,0.1,21731,6,0.5952,0.6794,144.65,0.0623,0.3253,0.2079,0.2952,critical 3282,Kenya,2021,rural,Health,Mid_Level,51.68,1793999,0.1907,1451940,0.2999,435412,27,0.6945,0.9119,622.68,0.0886,0.6086,0.6833,0.6108,moderate 3283,Nigeria,2021,urban,Education,Junior,213.58,3809523,0.1909,3082251,0.3509,1081699,25,0.5785,0.6909,208.17,0.0659,0.4773,0.4261,0.5465,moderate 3284,Kenya,2019,rural,Security,Junior,49.57,1959853,0.1816,1603881,0.2931,470108,36,0.6276,0.9209,442.96,0.0924,0.7509,0.6968,0.6508,high 3285,Rwanda,2019,capital,Social_Services,Mid_Level,12.43,425105,0.0966,384027,0.5178,198855,64,0.805,0.8262,598.34,0.0735,0.7053,0.5819,0.7679,high 3286,Mozambique,2025,remote,Administration,Junior,33.89,362145,0.4341,204948,0.1044,21403,14,0.482,0.5914,131.6,0.0666,0.2895,0.214,0.3417,critical 3287,Kenya,2025,capital,Social_Services,Mid_Level,56.15,1919643,0.0985,1730592,0.4633,801795,41,0.6724,0.795,419.67,0.0911,0.6859,0.5448,0.686,high 3288,Ethiopia,2025,urban,Social_Services,Junior,129.15,1436587,0.2945,1013544,0.2437,247023,11,0.5127,0.6874,142.32,0.0603,0.3007,0.2008,0.4181,low 3289,Uganda,2019,rural,Security,Senior,41.86,366592,0.4011,219550,0.2168,47603,19,0.5942,0.7992,442.8,0.0545,0.5099,0.4368,0.466,low 3290,Senegal,2018,urban,Health,Junior,15.34,336119,0.1495,285872,0.3806,108810,23,0.5507,0.6776,213.21,0.0605,0.5393,0.4165,0.5625,moderate 3291,Kenya,2018,urban,ICT,Director,48.55,1822896,0.1233,1598085,0.3769,602359,34,0.612,0.8799,927.94,0.0935,0.7495,0.7725,0.6826,high 3292,Botswana,2024,urban,Security,Senior,2.6,106606,0.1013,95808,0.4975,47666,43,0.6971,0.8098,723.93,0.0848,0.7681,0.579,0.7127,high 3293,Senegal,2024,remote,Finance,Mid_Level,18.0,337786,0.2927,238915,0.2134,50991,15,0.6177,0.6974,301.31,0.061,0.4805,0.4706,0.4674,low 3294,Tanzania,2022,capital,Justice,Junior,63.15,1281120,0.1525,1085725,0.3348,363452,18,0.5829,0.755,240.86,0.0651,0.4483,0.446,0.5432,moderate 3295,Ghana,2018,rural,Justice,Senior,30.01,704638,0.2736,511868,0.2961,151542,32,0.5376,0.7936,402.74,0.0717,0.4915,0.3647,0.5403,moderate 3296,South Africa,2025,urban,Security,Junior,62.5,3755196,0.1728,3106353,0.4682,1454515,47,0.5977,0.7809,601.01,0.0743,0.6321,0.6727,0.689,high 3297,Botswana,2020,remote,Social_Services,Senior,2.45,121267,0.2424,91870,0.274,25172,49,0.781,0.8816,973.72,0.0917,0.6099,0.6504,0.6387,moderate 3298,Ghana,2020,remote,Administration,Mid_Level,31.29,678510,0.2816,487440,0.1904,92798,25,0.6873,0.7265,285.1,0.0679,0.5495,0.3439,0.488,low 3299,Ethiopia,2019,urban,Education,Junior,111.37,1352175,0.3454,885191,0.2042,180768,10,0.5474,0.5979,101.26,0.0538,0.299,0.2102,0.3803,low 3300,Ethiopia,2020,capital,Education,Junior,114.15,1471983,0.3023,1026968,0.2523,259091,10,0.5072,0.6,127.13,0.0656,0.328,0.2181,0.4071,low 3301,Nigeria,2023,rural,Justice,Director,224.39,3822776,0.2576,2838027,0.2457,697422,18,0.5446,0.7869,638.36,0.0606,0.4325,0.3938,0.4927,low 3302,Ghana,2022,urban,Education,Mid_Level,32.62,916166,0.1524,776561,0.363,281854,18,0.542,0.7792,222.8,0.0576,0.5653,0.3755,0.5586,moderate 3303,South Africa,2022,remote,Infrastructure,Junior,61.02,2887762,0.3305,1933431,0.3012,582419,34,0.6595,0.7933,419.45,0.0935,0.6794,0.5742,0.572,moderate 3304,Nigeria,2022,remote,Social_Services,Mid_Level,218.92,4790061,0.4169,2792927,0.205,572654,21,0.6012,0.8108,229.23,0.0598,0.5539,0.4766,0.4742,low 3305,Tanzania,2021,rural,Social_Services,Mid_Level,61.31,1072052,0.218,838291,0.2047,171556,16,0.5474,0.7914,200.02,0.0497,0.5132,0.3213,0.4888,low 3306,Rwanda,2025,capital,Social_Services,Junior,14.34,494443,0.096,446952,0.574,256543,49,0.7407,0.7758,483.49,0.0727,0.7616,0.6584,0.7504,high 3307,Senegal,2023,urban,Health,Mid_Level,17.53,378911,0.1566,319564,0.401,128142,16,0.5883,0.684,277.74,0.0614,0.534,0.4401,0.5511,moderate 3308,Mozambique,2019,urban,Education,Mid_Level,28.88,267904,0.2898,190257,0.1946,37016,12,0.5236,0.7052,153.48,0.0564,0.3373,0.2234,0.418,low 3309,Ethiopia,2019,rural,Education,Senior,111.37,1494314,0.4406,835971,0.1662,138977,11,0.5432,0.6462,186.83,0.0676,0.3133,0.1715,0.3543,low 3310,Nigeria,2019,urban,Security,Junior,203.29,3921491,0.2606,2899587,0.3665,1062565,19,0.6137,0.7428,265.47,0.0546,0.4996,0.4228,0.5276,moderate 3311,Ghana,2021,rural,Education,Junior,31.94,897871,0.2267,694360,0.2592,179961,24,0.5512,0.785,221.02,0.0718,0.4664,0.3779,0.5203,moderate 3312,South Africa,2022,capital,Health,Junior,61.02,2828173,0.1678,2353571,0.6002,1412694,37,0.6512,0.8692,378.46,0.079,0.7965,0.574,0.718,high 3313,Nigeria,2018,urban,Infrastructure,Senior,198.33,3793788,0.211,2993174,0.3145,941244,24,0.5905,0.7247,302.31,0.051,0.5711,0.3978,0.5415,moderate 3314,Botswana,2018,remote,ICT,Junior,2.38,101097,0.2487,75956,0.2462,18697,40,0.6462,0.896,460.33,0.0748,0.7482,0.7408,0.6327,moderate 3315,Rwanda,2018,capital,Security,Junior,12.14,382699,0.0835,350751,0.55,192901,44,0.6426,0.7954,413.41,0.0831,0.7171,0.7343,0.7411,high 3316,Tanzania,2023,urban,Social_Services,Junior,65.05,1241756,0.2014,991640,0.2822,279851,19,0.6601,0.727,270.78,0.0585,0.4839,0.3691,0.512,moderate 3317,Mozambique,2019,urban,Justice,Junior,28.88,291405,0.255,217097,0.1809,39277,12,0.5616,0.6507,133.91,0.0633,0.273,0.1644,0.4028,low 3318,Uganda,2020,urban,Education,Mid_Level,43.2,297561,0.2675,217954,0.2627,57267,19,0.6411,0.8177,273.82,0.0713,0.4534,0.4052,0.5048,moderate 3319,Nigeria,2023,urban,Education,Mid_Level,224.39,5122213,0.2271,3959019,0.3051,1207750,14,0.49,0.7916,247.79,0.053,0.554,0.3898,0.5176,moderate 3320,Senegal,2024,rural,Security,Executive,18.0,443151,0.1836,361771,0.244,88272,27,0.6364,0.7416,1217.27,0.0633,0.4806,0.3634,0.5282,moderate 3321,Botswana,2024,rural,Administration,Senior,2.6,105935,0.1605,88931,0.3642,32388,38,0.7096,0.7862,740.64,0.0917,0.7607,0.5895,0.6489,moderate 3322,Rwanda,2018,urban,Agriculture,Senior,12.14,367381,0.0979,331420,0.4884,161878,47,0.7551,0.769,713.55,0.0775,0.7184,0.6132,0.7137,high 3323,Mozambique,2021,rural,Health,Junior,30.47,268311,0.3468,175266,0.1442,25279,9,0.4674,0.7145,116.77,0.068,0.3215,0.1732,0.3785,low 3324,Mozambique,2022,rural,Health,Junior,31.29,290652,0.3473,189699,0.1344,25493,10,0.5476,0.6233,139.56,0.0493,0.3109,0.2218,0.3685,low 3325,South Africa,2021,urban,Education,Junior,60.54,2840087,0.1765,2338682,0.5133,1200529,37,0.7366,0.9199,439.36,0.0874,0.6194,0.717,0.6983,high 3326,Uganda,2023,urban,Education,Mid_Level,47.48,354800,0.2779,256216,0.307,78652,14,0.5067,0.7587,272.93,0.0606,0.4285,0.4271,0.4916,low 3327,Ghana,2018,urban,Finance,Senior,30.01,831990,0.1998,665755,0.4219,280901,20,0.6176,0.7874,437.57,0.0671,0.4495,0.3611,0.5547,moderate 3328,Ethiopia,2024,capital,Health,Executive,126.0,1724189,0.2617,1272944,0.2046,260468,9,0.4598,0.6036,400.54,0.0681,0.2888,0.1607,0.3937,low 3329,Nigeria,2023,capital,Administration,Junior,224.39,4134715,0.1918,3341827,0.3176,1061378,14,0.6251,0.8045,312.45,0.0642,0.427,0.4757,0.5274,moderate 3330,Botswana,2023,urban,Security,Mid_Level,2.56,121207,0.1423,103955,0.5971,62070,53,0.7966,0.8615,451.53,0.0854,0.7118,0.5346,0.7501,high 3331,South Africa,2022,urban,Education,Mid_Level,61.02,3607687,0.1503,3065507,0.5388,1651670,32,0.6424,0.9092,621.75,0.0739,0.767,0.7485,0.7151,high 3332,Nigeria,2019,urban,Justice,Junior,203.29,4219128,0.2173,3302236,0.3317,1095463,19,0.5234,0.7273,304.16,0.0627,0.4966,0.433,0.5282,moderate 3333,Kenya,2019,capital,Infrastructure,Junior,49.57,1551905,0.1304,1349507,0.5378,725809,30,0.5982,0.8808,591.47,0.0723,0.7685,0.7729,0.7131,high 3334,Kenya,2018,capital,Security,Junior,48.55,1589219,0.1365,1372231,0.5062,694566,37,0.6698,0.8503,580.02,0.0917,0.7621,0.6455,0.7032,high 3335,Rwanda,2024,rural,Finance,Junior,14.0,408677,0.1436,349987,0.3004,105140,41,0.5847,0.7773,519.84,0.0863,0.7239,0.709,0.6516,high 3336,Ghana,2021,rural,Justice,Mid_Level,31.94,862353,0.2142,677620,0.2858,193686,29,0.5419,0.7121,248.62,0.0579,0.5621,0.4401,0.5474,moderate 3337,DRC,2018,rural,Justice,Mid_Level,86.92,527400,0.4004,316251,0.1349,42676,7,0.4718,0.596,140.51,0.0627,0.2777,0.2026,0.3386,critical 3338,South Africa,2025,urban,Education,Junior,62.5,2996571,0.1991,2400049,0.4462,1071014,29,0.55,0.796,477.45,0.0931,0.6233,0.558,0.6218,moderate 3339,Ghana,2021,remote,Administration,Director,31.94,709227,0.3247,478965,0.2193,105029,17,0.5974,0.7795,683.75,0.0532,0.4749,0.4086,0.4714,low 3340,Nigeria,2019,capital,Security,Junior,203.29,3476223,0.1748,2868551,0.3142,901174,17,0.6124,0.7929,185.7,0.0617,0.4382,0.3499,0.5251,moderate 3341,Rwanda,2024,remote,Education,Senior,14.0,400098,0.2005,319882,0.2573,82309,51,0.7692,0.8833,961.84,0.0756,0.7956,0.7352,0.6773,high 3342,Uganda,2021,urban,Administration,Mid_Level,44.58,339299,0.2205,264494,0.2585,68363,12,0.487,0.7759,234.35,0.0503,0.474,0.3425,0.4875,low 3343,South Africa,2022,urban,Administration,Mid_Level,61.02,3491322,0.1597,2933695,0.5328,1563043,45,0.7801,0.8774,624.85,0.0917,0.7879,0.669,0.7331,high 3344,DRC,2019,rural,Administration,Executive,89.7,610235,0.4687,324224,0.131,42459,7,0.5584,0.6411,423.14,0.0586,0.2826,0.1939,0.3269,critical 3345,DRC,2023,urban,Security,Junior,101.74,519187,0.3216,352238,0.1503,52929,9,0.5772,0.6716,134.85,0.0639,0.3294,0.2027,0.3836,low 3346,South Africa,2018,rural,Finance,Director,59.11,3501932,0.2188,2735639,0.4068,1112781,29,0.646,0.8809,1505.1,0.0791,0.6455,0.5315,0.6193,moderate 3347,South Africa,2021,urban,Education,Mid_Level,60.54,3238585,0.1447,2769949,0.4279,1185249,49,0.7466,0.8437,498.81,0.0677,0.6503,0.7344,0.7083,high 3348,Ghana,2019,capital,Infrastructure,Senior,30.64,738326,0.1693,613300,0.4707,288662,30,0.614,0.7193,391.51,0.0702,0.5271,0.4728,0.6082,moderate 3349,Rwanda,2022,capital,Finance,Director,13.35,344518,0.1005,309883,0.4855,150461,47,0.7019,0.835,1565.11,0.0737,0.7544,0.5439,0.7188,high 3350,DRC,2020,capital,Education,Mid_Level,92.57,529099,0.2622,390347,0.1996,77922,8,0.6047,0.6891,124.27,0.059,0.3402,0.1939,0.4111,low 3351,South Africa,2022,urban,Education,Senior,61.02,2988595,0.1467,2550308,0.5289,1348765,48,0.7808,0.8784,681.77,0.0803,0.6341,0.5751,0.7182,high 3352,Senegal,2025,rural,Education,Junior,18.49,462668,0.2067,367049,0.2427,89100,18,0.5562,0.7295,285.22,0.0563,0.4937,0.3714,0.5,low 3353,Senegal,2020,urban,Infrastructure,Junior,16.18,308722,0.1899,250095,0.336,84040,25,0.6732,0.6767,193.5,0.0526,0.5579,0.4073,0.5471,moderate 3354,Botswana,2020,capital,Health,Mid_Level,2.45,116952,0.1069,104452,0.5393,56330,53,0.7901,0.8302,574.46,0.0918,0.6749,0.5618,0.7388,high 3355,Mozambique,2020,capital,Health,Senior,29.66,328035,0.2711,239109,0.2391,57174,15,0.5913,0.7035,225.31,0.0546,0.3405,0.2387,0.443,low 3356,Mozambique,2020,rural,Education,Junior,29.66,307681,0.313,211392,0.1503,31777,11,0.4826,0.674,151.86,0.0481,0.2944,0.1701,0.3844,low 3357,Mozambique,2019,rural,Education,Mid_Level,28.88,268396,0.4264,153943,0.1303,20062,14,0.5393,0.5922,91.18,0.0608,0.337,0.2012,0.3536,low 3358,Rwanda,2021,rural,Education,Mid_Level,13.04,358095,0.1639,299406,0.3744,112109,40,0.5894,0.888,545.85,0.0839,0.702,0.5536,0.6614,high 3359,Uganda,2023,capital,Infrastructure,Junior,47.48,360660,0.2719,262597,0.2961,77744,14,0.6221,0.7588,295.2,0.0687,0.5293,0.343,0.4921,low 3360,Rwanda,2018,urban,Health,Junior,12.14,332431,0.0881,303153,0.448,135818,42,0.5882,0.8892,623.77,0.0839,0.7902,0.5633,0.7137,high 3361,Ethiopia,2024,urban,Infrastructure,Mid_Level,126.0,1640614,0.2595,1214813,0.2126,258293,11,0.5497,0.6294,86.92,0.0482,0.2933,0.1987,0.4094,low 3362,South Africa,2019,rural,Security,Junior,59.58,2862094,0.2613,2114302,0.4053,856857,51,0.7434,0.9229,394.55,0.069,0.6037,0.66,0.6783,high 3363,Rwanda,2019,urban,Health,Mid_Level,12.43,416558,0.1178,367504,0.4436,163012,37,0.5985,0.8506,427.21,0.0888,0.7914,0.5658,0.6873,high 3364,DRC,2018,capital,Social_Services,Junior,86.92,560044,0.3079,387625,0.176,68224,9,0.5071,0.6904,90.79,0.0652,0.3363,0.1731,0.394,low 3365,Rwanda,2022,urban,Health,Mid_Level,13.35,370778,0.119,326672,0.4714,154002,47,0.7381,0.8894,413.14,0.0648,0.6471,0.7495,0.7287,high 3366,Ethiopia,2021,urban,Education,Junior,117.0,1384696,0.3087,957235,0.2067,197835,8,0.5798,0.6712,132.92,0.0526,0.3443,0.167,0.3963,low 3367,Uganda,2023,rural,Education,Junior,47.48,406897,0.3694,256572,0.2279,58482,17,0.6412,0.7701,249.7,0.0707,0.5478,0.3256,0.46,low 3368,Tanzania,2022,capital,Administration,Mid_Level,63.15,1120179,0.2084,886761,0.3195,283323,17,0.5508,0.6948,197.48,0.0622,0.4354,0.469,0.5149,moderate 3369,Botswana,2020,urban,Health,Junior,2.45,116556,0.149,99183,0.4793,47538,36,0.5743,0.8626,385.08,0.0668,0.7512,0.7262,0.6997,high 3370,South Africa,2020,urban,Justice,Junior,60.06,3311540,0.1564,2793694,0.4815,1345174,36,0.6862,0.8447,578.02,0.0741,0.7087,0.7558,0.6944,high 3371,South Africa,2021,urban,Security,Director,60.54,3339413,0.1787,2742700,0.5445,1493478,51,0.7883,0.7862,1382.34,0.0745,0.682,0.6878,0.7239,high 3372,Ghana,2019,rural,Education,Senior,30.64,736619,0.1968,591655,0.2883,170572,28,0.6334,0.7918,443.43,0.049,0.4253,0.3559,0.5398,moderate 3373,Botswana,2019,urban,Education,Junior,2.41,107096,0.1311,93057,0.6067,56456,50,0.6508,0.8246,363.1,0.0774,0.7187,0.7669,0.7662,high 3374,Mozambique,2020,urban,Health,Mid_Level,29.66,340770,0.2731,247688,0.1979,49010,8,0.5433,0.6123,85.11,0.0644,0.2683,0.1681,0.3867,low 3375,DRC,2019,capital,Security,Junior,89.7,565806,0.3259,381418,0.1721,65640,6,0.5512,0.6532,135.9,0.0601,0.3272,0.204,0.3776,low 3376,Senegal,2024,urban,ICT,Senior,18.0,366789,0.1768,301946,0.3131,94550,27,0.5798,0.7466,267.13,0.0688,0.5672,0.3953,0.5598,moderate 3377,South Africa,2019,rural,Education,Director,59.58,2978765,0.2349,2279035,0.3113,709554,51,0.7201,0.9308,1100.54,0.0809,0.5989,0.7204,0.6682,high 3378,Senegal,2019,urban,Security,Junior,15.76,376103,0.1818,307721,0.3553,109334,23,0.5199,0.7423,301.17,0.0501,0.5733,0.3977,0.5593,moderate 3379,Nigeria,2018,urban,Infrastructure,Director,198.33,4210785,0.2323,3232648,0.3762,1216074,17,0.5475,0.7902,660.43,0.0533,0.5377,0.3628,0.537,moderate 3380,Uganda,2022,remote,Education,Senior,46.01,407965,0.4171,237808,0.1363,32424,18,0.5662,0.7217,264.84,0.0527,0.5019,0.4526,0.4285,low 3381,Tanzania,2022,urban,Administration,Junior,63.15,1021801,0.2333,783444,0.2984,233803,17,0.6242,0.7182,254.31,0.0688,0.4634,0.4631,0.5092,moderate 3382,Botswana,2019,rural,Education,Mid_Level,2.41,110281,0.1482,93940,0.3463,32534,50,0.7683,0.7883,575.46,0.0745,0.7198,0.659,0.6807,high 3383,South Africa,2023,urban,Health,Junior,61.51,3160091,0.1759,2604147,0.4459,1161243,36,0.5596,0.8198,503.66,0.094,0.6323,0.5272,0.6464,moderate 3384,Ethiopia,2021,rural,Agriculture,Junior,117.0,1209276,0.4904,616274,0.1601,98656,11,0.5272,0.6931,140.5,0.0503,0.2596,0.172,0.342,critical 3385,Rwanda,2024,capital,Education,Mid_Level,14.0,439136,0.0932,398220,0.4963,197642,44,0.5937,0.7902,616.97,0.0952,0.7683,0.5995,0.7161,high 3386,Tanzania,2019,urban,Health,Director,57.79,1123947,0.2355,859245,0.3409,292904,17,0.5363,0.8001,657.96,0.0691,0.4738,0.4074,0.527,moderate 3387,Botswana,2021,capital,Infrastructure,Junior,2.49,107693,0.1135,95470,0.5147,49138,51,0.6387,0.8889,357.19,0.086,0.6791,0.7254,0.7516,high 3388,Rwanda,2022,urban,Security,Junior,13.35,383263,0.1048,343101,0.4912,168517,53,0.801,0.7651,398.29,0.0798,0.7356,0.5433,0.7217,high 3389,Ethiopia,2020,remote,Education,Junior,114.15,1262454,0.4237,727599,0.1123,81690,7,0.5092,0.6152,113.08,0.0545,0.3374,0.1833,0.334,critical 3390,Nigeria,2019,rural,Social_Services,Mid_Level,203.29,3876496,0.3401,2558075,0.2522,645224,18,0.5534,0.6754,183.67,0.0512,0.4621,0.4682,0.4674,low 3391,Tanzania,2024,capital,Health,Mid_Level,67.0,1161311,0.1972,932248,0.3837,357672,17,0.513,0.8089,238.33,0.058,0.5306,0.3792,0.5514,moderate 3392,South Africa,2019,rural,Education,Junior,59.58,3155406,0.1855,2570094,0.3914,1005990,51,0.7988,0.7903,629.6,0.0676,0.6694,0.5419,0.6687,high 3393,Uganda,2024,capital,Security,Senior,49.0,377977,0.2678,276765,0.2843,78685,11,0.5374,0.7815,271.43,0.0673,0.4633,0.429,0.4881,low 3394,Botswana,2018,urban,Finance,Mid_Level,2.38,99722,0.1275,87010,0.4927,42872,35,0.5696,0.9171,389.19,0.0766,0.6479,0.6802,0.6992,high 3395,Senegal,2020,urban,ICT,Executive,16.18,316737,0.1745,261468,0.3932,102800,28,0.5749,0.7927,896.64,0.0629,0.5019,0.4332,0.5871,moderate 3396,Senegal,2025,capital,Education,Mid_Level,18.49,389271,0.1473,331918,0.4166,138269,24,0.6437,0.6992,179.55,0.0689,0.4927,0.4217,0.5736,moderate 3397,Kenya,2018,rural,Health,Senior,48.55,1475379,0.15,1254086,0.305,382442,28,0.7009,0.8417,735.98,0.0655,0.6982,0.5366,0.6085,moderate 3398,Senegal,2023,remote,Education,Senior,17.53,439436,0.3205,298579,0.2062,61556,26,0.5771,0.7626,411.65,0.0532,0.472,0.3778,0.4858,low 3399,Ethiopia,2018,rural,Justice,Mid_Level,108.65,1352737,0.4378,760516,0.1371,104252,7,0.4756,0.7037,145.71,0.0618,0.2897,0.2371,0.3506,low 3400,Senegal,2018,capital,Security,Mid_Level,15.34,386230,0.1614,323882,0.4345,140721,24,0.6723,0.778,253.85,0.0619,0.5602,0.3367,0.5847,moderate 3401,Ethiopia,2022,urban,Security,Mid_Level,119.93,1395803,0.3389,922830,0.2224,205214,8,0.554,0.5885,143.26,0.0698,0.262,0.1805,0.3734,low 3402,Ghana,2019,rural,Health,Mid_Level,30.64,740415,0.2641,544883,0.2917,158935,25,0.6006,0.7913,246.58,0.0581,0.4288,0.363,0.5173,moderate 3403,Mozambique,2020,rural,Security,Director,29.66,276769,0.3908,168601,0.1551,26143,10,0.5479,0.6394,281.5,0.0495,0.2572,0.1836,0.3561,low 3404,Nigeria,2025,capital,Health,Mid_Level,235.75,5363608,0.1646,4480900,0.3865,1731909,15,0.4987,0.8154,280.18,0.0614,0.4497,0.4094,0.5512,moderate 3405,Nigeria,2018,urban,Security,Mid_Level,198.33,4175006,0.1904,3379977,0.3556,1201923,25,0.6734,0.6882,189.79,0.0603,0.5036,0.4571,0.5531,moderate 3406,Nigeria,2020,urban,Education,Director,208.37,3693446,0.2614,2728102,0.3687,1005790,14,0.6019,0.7256,521.76,0.0577,0.5636,0.3838,0.5154,moderate 3407,Ethiopia,2019,rural,Finance,Junior,111.37,1210618,0.3389,800345,0.1611,128907,10,0.5754,0.612,141.96,0.0579,0.2594,0.2342,0.3717,low 3408,Mozambique,2023,rural,Health,Junior,32.13,327574,0.4422,182726,0.1504,27476,8,0.554,0.6303,92.79,0.0675,0.3069,0.2179,0.3441,critical 3409,Mozambique,2019,capital,Infrastructure,Mid_Level,28.88,295953,0.281,212787,0.2266,48217,13,0.4982,0.6394,127.2,0.0604,0.2824,0.2355,0.4166,low 3410,Nigeria,2019,remote,Justice,Mid_Level,203.29,3611349,0.3846,2222474,0.1577,350592,25,0.5614,0.7349,270.52,0.0484,0.5063,0.4344,0.4601,low 3411,Mozambique,2019,capital,Infrastructure,Mid_Level,28.88,283561,0.2351,216904,0.2102,45583,10,0.4994,0.6464,112.49,0.0584,0.255,0.2154,0.4128,low 3412,South Africa,2018,capital,Social_Services,Executive,59.11,3594476,0.1576,3027959,0.501,1517083,48,0.7232,0.9327,2058.92,0.0808,0.6042,0.5705,0.7132,high 3413,DRC,2023,remote,Finance,Junior,101.74,592066,0.5103,289925,0.1024,29691,6,0.4639,0.6445,123.02,0.0652,0.2881,0.2318,0.3117,critical 3414,Nigeria,2022,capital,Health,Mid_Level,218.92,4298784,0.1962,3455406,0.3122,1078696,14,0.4827,0.7851,265.22,0.0513,0.4896,0.4709,0.5278,moderate 3415,Kenya,2018,capital,Education,Junior,48.55,1525244,0.1427,1307561,0.5184,677795,39,0.7411,0.7968,616.92,0.0954,0.7181,0.7548,0.7082,high 3416,Mozambique,2024,urban,Education,Mid_Level,33.0,335161,0.2747,243077,0.1711,41589,8,0.4678,0.6375,85.97,0.0516,0.3421,0.196,0.3935,low 3417,Ethiopia,2025,capital,Education,Mid_Level,129.15,1777561,0.3024,1240058,0.269,333524,7,0.4969,0.6998,121.67,0.0521,0.2703,0.2207,0.4132,low 3418,South Africa,2019,urban,Education,Junior,59.58,3060354,0.1449,2616979,0.5187,1357323,31,0.6712,0.8536,453.95,0.0837,0.6806,0.5414,0.6712,high 3419,Kenya,2020,urban,Health,Mid_Level,50.61,1695161,0.1191,1493337,0.3751,560095,26,0.5564,0.8274,395.99,0.0814,0.6358,0.7682,0.6435,moderate 3420,Senegal,2022,rural,Finance,Junior,17.07,369770,0.2084,292700,0.2655,77710,27,0.5601,0.6895,282.29,0.048,0.5442,0.4365,0.5333,moderate 3421,Senegal,2024,capital,Education,Mid_Level,18.0,375483,0.1639,313933,0.3792,119043,21,0.5288,0.7593,226.89,0.0588,0.4657,0.4174,0.5585,moderate 3422,Botswana,2024,capital,Education,Mid_Level,2.6,124253,0.1028,111481,0.5391,60094,51,0.7163,0.8311,366.63,0.0849,0.6565,0.67,0.7439,high 3423,Senegal,2023,urban,Education,Junior,17.53,409293,0.1874,332602,0.4027,133933,26,0.6226,0.8046,233.45,0.0692,0.4895,0.4153,0.58,moderate 3424,Ethiopia,2019,rural,Education,Junior,111.37,1375751,0.4842,709672,0.1756,124650,9,0.5736,0.6562,109.08,0.0698,0.2695,0.2244,0.3432,critical 3425,Tanzania,2019,remote,Security,Mid_Level,57.79,908391,0.2878,646972,0.1511,97766,20,0.6012,0.7076,230.15,0.0554,0.5229,0.3729,0.4616,low 3426,Ghana,2024,rural,Education,Junior,34.0,862612,0.2792,621809,0.2474,153813,22,0.6055,0.7237,218.43,0.0584,0.4539,0.4166,0.4926,low 3427,Nigeria,2025,remote,Finance,Junior,235.75,4548649,0.3343,3028247,0.1853,561199,15,0.5295,0.7006,205.79,0.0641,0.5739,0.4281,0.4556,low 3428,South Africa,2019,urban,Security,Senior,59.58,3360616,0.1467,2867467,0.5104,1463648,32,0.6043,0.929,926.44,0.0722,0.748,0.6057,0.6956,high 3429,Senegal,2018,remote,Social_Services,Junior,15.34,365048,0.2194,284956,0.1943,55364,28,0.665,0.7613,229.87,0.0656,0.5713,0.3507,0.5201,moderate 3430,Senegal,2018,urban,Infrastructure,Junior,15.34,349300,0.1494,297107,0.4029,119701,18,0.624,0.8197,249.93,0.0528,0.5586,0.3844,0.5756,moderate 3431,Kenya,2022,capital,Education,Mid_Level,52.76,1953539,0.1417,1676810,0.492,825029,30,0.6306,0.7771,394.43,0.0753,0.5997,0.5396,0.6431,moderate 3432,South Africa,2018,capital,Social_Services,Junior,59.11,3510811,0.1754,2894999,0.5989,1733756,33,0.6021,0.8446,479.48,0.0666,0.6452,0.6813,0.6977,high 3433,DRC,2023,urban,Education,Mid_Level,101.74,640402,0.3904,390400,0.1804,70425,8,0.5127,0.6302,86.47,0.058,0.3332,0.2102,0.3664,low 3434,DRC,2022,urban,Agriculture,Junior,98.59,563323,0.3722,353673,0.1425,50397,7,0.4628,0.6063,109.35,0.0646,0.2791,0.1616,0.3451,critical 3435,Nigeria,2021,capital,Justice,Senior,213.58,4490651,0.209,3551928,0.3849,1367163,18,0.5979,0.738,359.21,0.0669,0.5437,0.3841,0.5424,moderate 3436,DRC,2025,rural,Infrastructure,Mid_Level,108.36,704649,0.5698,303162,0.1268,38453,7,0.5307,0.6249,131.06,0.072,0.3328,0.1978,0.3036,critical 3437,Ethiopia,2020,rural,Education,Executive,114.15,1247299,0.472,658524,0.1559,102656,10,0.6085,0.662,513.65,0.0489,0.2666,0.2032,0.3422,critical 3438,Nigeria,2020,rural,Education,Junior,208.37,4538382,0.3414,2988901,0.2737,818057,16,0.5321,0.7171,314.52,0.0623,0.5634,0.4625,0.4832,low 3439,Kenya,2019,urban,Finance,Mid_Level,49.57,1994064,0.1174,1759993,0.476,837689,29,0.6602,0.7995,508.13,0.0854,0.6857,0.7712,0.6778,high 3440,Botswana,2023,capital,Education,Junior,2.56,108199,0.0991,97477,0.5217,50852,54,0.8211,0.7922,587.38,0.0713,0.7046,0.5713,0.7371,high 3441,Tanzania,2020,urban,Security,Mid_Level,59.53,1171183,0.1661,976707,0.3146,307310,13,0.4887,0.7213,190.75,0.0666,0.5011,0.4231,0.5203,moderate 3442,Botswana,2018,capital,Infrastructure,Junior,2.38,96106,0.0906,87400,0.6471,56556,43,0.5803,0.8433,616.26,0.0701,0.645,0.7754,0.7652,high 3443,Tanzania,2024,urban,Education,Junior,67.0,1336775,0.2119,1053509,0.2942,309971,12,0.4882,0.7844,272.31,0.0566,0.5138,0.4408,0.5137,moderate 3444,Ghana,2023,capital,ICT,Junior,33.3,846572,0.1423,726111,0.4461,323952,25,0.5452,0.7509,252.96,0.0581,0.4313,0.3531,0.5795,moderate 3445,Ghana,2025,capital,Finance,Junior,34.71,934721,0.165,780494,0.4471,348991,27,0.6087,0.8191,280.48,0.0645,0.5286,0.3947,0.6032,moderate 3446,Senegal,2023,rural,Administration,Executive,17.53,383627,0.2247,297421,0.2399,71349,26,0.6422,0.8136,1063.0,0.065,0.4393,0.4171,0.5265,moderate 3447,Nigeria,2021,urban,Education,Junior,213.58,4682548,0.2302,3604691,0.3056,1101478,23,0.5165,0.719,225.45,0.0523,0.5514,0.4278,0.5321,moderate 3448,Mozambique,2023,rural,Education,Mid_Level,32.13,344101,0.3899,209932,0.1427,29964,10,0.4726,0.5904,135.43,0.0564,0.3188,0.2006,0.3537,low 3449,Kenya,2021,urban,Education,Executive,51.68,1716527,0.1495,1459844,0.4067,593745,34,0.6359,0.8171,1818.35,0.0779,0.7706,0.65,0.6639,high 3450,Ghana,2018,capital,ICT,Junior,30.01,783605,0.1415,672713,0.4114,276769,22,0.6722,0.7577,212.49,0.0625,0.4357,0.4683,0.5765,moderate 3451,Ghana,2020,remote,Social_Services,Junior,31.29,890679,0.359,570924,0.2292,130874,24,0.6269,0.6871,313.17,0.0533,0.5325,0.4482,0.4787,low 3452,South Africa,2025,rural,Social_Services,Mid_Level,62.5,3388450,0.1862,2757453,0.4111,1133456,38,0.7101,0.8291,486.82,0.0788,0.8029,0.575,0.6634,high 3453,Rwanda,2022,capital,Infrastructure,Mid_Level,13.35,356882,0.1036,319904,0.5536,177096,59,0.7866,0.789,536.44,0.0863,0.7545,0.7044,0.7742,high 3454,DRC,2023,rural,Social_Services,Mid_Level,101.74,545504,0.5407,250569,0.1258,31520,8,0.4992,0.6045,140.21,0.0492,0.2912,0.2007,0.3061,critical 3455,Ethiopia,2018,rural,Health,Junior,108.65,1496846,0.4301,853013,0.1825,155655,9,0.5848,0.5899,104.97,0.0548,0.2613,0.2362,0.3488,critical 3456,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1622333,0.4484,894893,0.1419,127014,9,0.4558,0.6727,121.7,0.0697,0.3403,0.1679,0.3476,critical 3457,Kenya,2018,rural,Infrastructure,Mid_Level,48.55,1735412,0.1776,1427235,0.331,472371,44,0.6975,0.8195,414.02,0.0949,0.7167,0.6673,0.6597,high 3458,Ethiopia,2018,remote,Finance,Executive,108.65,1173882,0.4885,600437,0.1096,65785,9,0.6126,0.6389,574.2,0.0661,0.2818,0.2064,0.3224,critical 3459,South Africa,2024,urban,Education,Senior,62.0,3341367,0.2038,2660287,0.5181,1378322,38,0.6395,0.9146,966.27,0.0771,0.6292,0.5303,0.6767,high 3460,Senegal,2020,urban,Finance,Junior,16.18,355186,0.1907,287441,0.3238,93059,24,0.5134,0.7716,315.63,0.0548,0.5474,0.3332,0.5471,moderate 3461,Tanzania,2020,capital,Education,Junior,59.53,1133477,0.1615,950382,0.3686,350280,15,0.5135,0.7492,273.47,0.0693,0.547,0.4039,0.5467,moderate 3462,Mozambique,2025,urban,ICT,Junior,33.89,314753,0.2745,228353,0.2031,46377,11,0.4706,0.6313,119.41,0.0639,0.3408,0.2365,0.4121,low 3463,Mozambique,2022,rural,Security,Senior,31.29,335894,0.4179,195533,0.1417,27711,14,0.5831,0.6057,190.62,0.0555,0.2733,0.2119,0.3553,low 3464,South Africa,2023,remote,ICT,Junior,61.51,2945519,0.244,2226776,0.3084,686770,37,0.6174,0.8706,367.19,0.0847,0.7789,0.7083,0.6379,moderate 3465,Botswana,2021,capital,Education,Junior,2.49,108026,0.0956,97701,0.5891,57553,41,0.6633,0.8135,486.16,0.0868,0.6135,0.6526,0.7245,high 3466,Nigeria,2022,rural,Administration,Senior,218.92,4692266,0.3442,3077375,0.2698,830394,24,0.6164,0.8015,335.94,0.0708,0.451,0.3567,0.4924,low 3467,Nigeria,2019,rural,Finance,Mid_Level,203.29,4078006,0.2884,2901937,0.2685,779283,19,0.5965,0.8038,206.89,0.0577,0.4467,0.4068,0.4985,low 3468,Botswana,2024,capital,Health,Mid_Level,2.6,124356,0.1076,110973,0.5519,61249,39,0.5698,0.8523,534.82,0.0917,0.7088,0.5595,0.7133,high 3469,Nigeria,2020,rural,Agriculture,Senior,208.37,4059212,0.2481,3052113,0.2682,818677,18,0.5005,0.763,429.89,0.0595,0.5171,0.3868,0.5049,moderate 3470,Senegal,2024,rural,Security,Junior,18.0,397942,0.2407,302175,0.2364,71436,18,0.6414,0.8013,323.22,0.0599,0.4436,0.3213,0.4906,low 3471,Botswana,2023,rural,Finance,Junior,2.56,127037,0.1469,108374,0.3337,36165,57,0.7373,0.8963,636.42,0.0899,0.6932,0.6885,0.7118,high 3472,Botswana,2023,remote,Health,Mid_Level,2.56,127817,0.1982,102488,0.306,31361,38,0.5714,0.7693,508.98,0.0657,0.7194,0.6176,0.6211,moderate 3473,Ghana,2018,capital,Security,Junior,30.01,801124,0.1802,656794,0.4574,300427,27,0.653,0.7605,244.71,0.0495,0.5713,0.4544,0.6035,moderate 3474,Senegal,2023,rural,Agriculture,Junior,17.53,364698,0.2021,290976,0.2786,81053,23,0.5739,0.7242,303.08,0.0669,0.547,0.3833,0.5283,moderate 3475,Uganda,2021,rural,Education,Junior,44.58,355704,0.3845,218923,0.197,43121,11,0.5318,0.7547,272.62,0.0685,0.4599,0.4096,0.4308,low 3476,Uganda,2021,rural,Administration,Mid_Level,44.58,393479,0.2883,280042,0.2247,62934,17,0.5056,0.7763,252.13,0.0713,0.4707,0.4174,0.4819,low 3477,Botswana,2022,capital,Social_Services,Mid_Level,2.52,115071,0.1319,99893,0.6497,64903,53,0.6377,0.917,441.74,0.0822,0.7997,0.58,0.7875,high 3478,Rwanda,2019,rural,Health,Junior,12.43,353711,0.1577,297921,0.334,99514,46,0.7699,0.8935,539.85,0.0749,0.7754,0.5858,0.6792,high 3479,Tanzania,2025,urban,Social_Services,Director,69.01,1140263,0.1766,938925,0.2691,252629,16,0.564,0.6879,492.37,0.0581,0.452,0.4438,0.5059,moderate 3480,Mozambique,2020,capital,Health,Junior,29.66,265119,0.2269,204970,0.197,40376,11,0.5479,0.6659,149.48,0.0645,0.2729,0.1959,0.4168,low 3481,Ethiopia,2023,rural,Health,Senior,122.93,1340876,0.3938,812779,0.1712,139160,12,0.6122,0.7111,168.85,0.0585,0.2697,0.1978,0.3778,low 3482,Kenya,2024,capital,Education,Director,55.0,1741677,0.1103,1549636,0.5426,840907,31,0.6859,0.8138,1067.76,0.07,0.6082,0.628,0.6813,high 3483,Botswana,2023,urban,Finance,Junior,2.56,121616,0.1135,107807,0.4539,48931,57,0.8246,0.8015,421.58,0.0826,0.6848,0.7508,0.7414,high 3484,Rwanda,2021,capital,Infrastructure,Junior,13.04,384960,0.099,346861,0.5713,198174,43,0.7021,0.765,611.43,0.0741,0.6456,0.5467,0.7096,high 3485,Mozambique,2024,capital,Agriculture,Junior,33.0,350902,0.3037,244333,0.2014,49211,12,0.5267,0.6512,90.0,0.0529,0.3265,0.1876,0.4035,low 3486,Senegal,2018,urban,Security,Executive,15.34,373353,0.1786,306655,0.3973,121845,24,0.5994,0.7559,1266.54,0.0481,0.5023,0.4431,0.5726,moderate 3487,Ghana,2018,rural,Social_Services,Mid_Level,30.01,824361,0.2057,654795,0.3172,207712,18,0.4926,0.7536,285.29,0.0648,0.5075,0.4454,0.5312,moderate 3488,Ethiopia,2022,remote,Health,Executive,119.93,1603519,0.6,641407,0.1151,73819,12,0.4891,0.5951,450.83,0.0704,0.3421,0.1995,0.3022,critical 3489,Rwanda,2024,urban,Health,Mid_Level,14.0,375505,0.1147,332416,0.426,141617,42,0.7031,0.844,599.07,0.0858,0.6569,0.7221,0.6973,high 3490,Botswana,2018,rural,Education,Junior,2.38,107728,0.1954,86682,0.356,30856,58,0.7515,0.8079,557.33,0.0875,0.7066,0.554,0.6824,high 3491,Ethiopia,2024,remote,Justice,Senior,126.0,1458169,0.5235,694856,0.1258,87421,7,0.5445,0.5993,217.57,0.0509,0.3245,0.1778,0.3082,critical 3492,South Africa,2025,rural,Finance,Junior,62.5,3418782,0.2169,2677326,0.3922,1050090,47,0.7266,0.8105,401.89,0.0799,0.69,0.695,0.6714,high 3493,Uganda,2022,urban,Infrastructure,Mid_Level,46.01,409160,0.2345,313230,0.2353,73702,12,0.5168,0.7669,301.39,0.0651,0.5747,0.3201,0.4847,low 3494,DRC,2019,capital,Security,Junior,89.7,507730,0.296,357431,0.2012,71922,5,0.4909,0.65,113.63,0.0645,0.3097,0.224,0.3897,low 3495,Ethiopia,2024,urban,Social_Services,Mid_Level,126.0,1675466,0.3106,1155004,0.1887,217934,10,0.6155,0.7059,94.95,0.0597,0.3336,0.1933,0.4031,low 3496,Tanzania,2022,remote,Infrastructure,Junior,63.15,979443,0.3249,661221,0.1687,111571,22,0.6395,0.6844,297.52,0.0497,0.4271,0.4075,0.4521,low 3497,Tanzania,2022,urban,Finance,Director,63.15,1196924,0.1855,974871,0.3481,339349,14,0.5018,0.71,524.68,0.0497,0.4714,0.4078,0.5201,moderate 3498,Kenya,2019,capital,Security,Junior,49.57,1814824,0.1079,1618993,0.5169,836819,44,0.6276,0.8737,579.52,0.0814,0.6561,0.5758,0.7165,high 3499,Rwanda,2023,urban,Social_Services,Junior,13.67,352659,0.1024,316539,0.4584,145116,54,0.6331,0.8648,593.91,0.0931,0.7839,0.6548,0.7476,high 3500,Uganda,2025,urban,Health,Executive,50.57,344178,0.2469,259212,0.2376,61582,15,0.5713,0.7707,784.22,0.0484,0.4649,0.3282,0.4801,low 3501,Rwanda,2018,capital,ICT,Senior,12.14,349182,0.0912,317321,0.569,180553,54,0.7884,0.912,601.18,0.0645,0.6513,0.6745,0.7738,high 3502,Kenya,2025,urban,Social_Services,Mid_Level,56.15,2056530,0.1467,1754879,0.4415,774818,38,0.7094,0.8652,361.77,0.0803,0.7204,0.7476,0.6953,high 3503,Kenya,2018,capital,Education,Senior,48.55,1691332,0.1107,1504182,0.5078,763866,35,0.6542,0.8378,851.27,0.0645,0.5954,0.6975,0.6918,high 3504,Ghana,2018,urban,Education,Mid_Level,30.01,811676,0.2032,646766,0.3596,232582,19,0.6591,0.6816,297.07,0.0485,0.4978,0.4226,0.5309,moderate 3505,Senegal,2021,rural,Health,Junior,16.62,371426,0.2443,280681,0.2597,72898,21,0.6695,0.7335,232.82,0.0498,0.5425,0.3308,0.5037,moderate 3506,Mozambique,2019,capital,Education,Junior,28.88,249155,0.2469,187630,0.2148,40297,9,0.4645,0.6259,130.84,0.0626,0.2664,0.1674,0.4017,low 3507,Uganda,2019,remote,Administration,Mid_Level,41.86,375292,0.3837,231310,0.1571,36333,16,0.5554,0.7857,246.25,0.0686,0.4454,0.3228,0.428,low 3508,Ethiopia,2021,capital,Health,Junior,117.0,1374811,0.3066,953334,0.2441,232690,9,0.4575,0.6512,107.59,0.0537,0.2956,0.1736,0.4015,low 3509,South Africa,2020,remote,Agriculture,Executive,60.06,3305027,0.2391,2514942,0.2834,712812,48,0.7777,0.8593,1544.15,0.0846,0.625,0.5346,0.6259,moderate 3510,Senegal,2019,capital,Finance,Director,15.76,363290,0.1552,306906,0.419,128586,18,0.5844,0.7819,551.52,0.0573,0.5302,0.4494,0.5762,moderate 3511,Senegal,2020,rural,Security,Director,16.18,386668,0.1896,313353,0.2656,83242,28,0.5896,0.7898,639.7,0.0585,0.5105,0.388,0.5473,moderate 3512,Nigeria,2020,rural,Infrastructure,Director,208.37,3553195,0.3323,2372389,0.2153,510842,23,0.6578,0.7926,660.19,0.0509,0.5691,0.3722,0.4913,low 3513,DRC,2018,capital,Security,Senior,86.92,568920,0.3276,382566,0.1871,71586,9,0.5623,0.6307,228.64,0.0712,0.3115,0.2053,0.3837,low 3514,Uganda,2025,rural,Health,Director,50.57,431773,0.3944,261474,0.1941,50740,10,0.503,0.7247,608.46,0.0648,0.4926,0.3795,0.4208,low 3515,Ethiopia,2019,rural,Justice,Junior,111.37,1223153,0.373,766956,0.1678,128706,11,0.5905,0.6982,138.32,0.0597,0.2791,0.1899,0.3778,low 3516,Uganda,2020,capital,Health,Junior,43.2,314153,0.2722,228646,0.3033,69357,14,0.5122,0.7635,321.01,0.0564,0.5521,0.4703,0.5096,moderate 3517,Mozambique,2024,rural,Education,Junior,33.0,353422,0.454,192955,0.1522,29362,8,0.4745,0.6361,155.23,0.05,0.2836,0.2042,0.3387,critical 3518,Uganda,2018,capital,Health,Mid_Level,40.56,303712,0.1958,244247,0.3002,73314,17,0.5968,0.7776,257.59,0.0667,0.4344,0.3505,0.5137,moderate 3519,Mozambique,2023,urban,Education,Junior,32.13,356844,0.3269,240179,0.1719,41284,10,0.4938,0.6119,102.58,0.0551,0.3186,0.2376,0.3836,low 3520,Uganda,2018,urban,Security,Junior,40.56,294426,0.2341,225493,0.2831,63832,11,0.4782,0.7875,226.56,0.0695,0.4995,0.3411,0.4919,low 3521,Tanzania,2019,remote,Health,Junior,57.79,978955,0.3944,592874,0.1919,113779,20,0.534,0.7019,184.01,0.0495,0.5661,0.4166,0.4529,low 3522,Rwanda,2019,rural,Health,Mid_Level,12.43,338989,0.141,291177,0.3087,89883,39,0.74,0.9214,497.99,0.0892,0.6374,0.6232,0.6537,high 3523,Botswana,2019,capital,Finance,Mid_Level,2.41,116582,0.1095,103820,0.5667,58837,47,0.7774,0.7905,471.47,0.093,0.7102,0.7262,0.744,high 3524,Senegal,2021,remote,Administration,Junior,16.62,311293,0.2771,225019,0.1749,39366,18,0.5599,0.7425,304.1,0.0488,0.4693,0.4212,0.4699,low 3525,Tanzania,2022,urban,Health,Junior,63.15,1270569,0.1792,1042859,0.3072,320405,22,0.5207,0.8056,286.51,0.0597,0.5673,0.3319,0.5478,moderate 3526,Rwanda,2024,capital,Education,Junior,14.0,419406,0.0833,384472,0.467,179537,36,0.6063,0.7929,555.6,0.0844,0.7347,0.6958,0.6979,high 3527,Senegal,2018,capital,Security,Mid_Level,15.34,350671,0.1185,309130,0.3709,114657,21,0.6177,0.8118,261.18,0.0663,0.5215,0.4656,0.5861,moderate 3528,Rwanda,2024,capital,Education,Director,14.0,432278,0.0941,391615,0.5343,209224,43,0.7342,0.8547,1528.24,0.0846,0.6496,0.771,0.7378,high 3529,Kenya,2021,rural,Education,Junior,51.68,1937937,0.1941,1561724,0.3621,565568,41,0.629,0.9118,626.32,0.0945,0.7841,0.7008,0.6798,high 3530,DRC,2024,rural,Education,Senior,105.0,578510,0.4668,308455,0.1144,35276,6,0.571,0.6464,182.91,0.06,0.317,0.1741,0.323,critical 3531,Senegal,2022,urban,ICT,Junior,17.07,423705,0.1335,367147,0.3107,114086,27,0.635,0.7237,263.25,0.052,0.4347,0.3279,0.5466,moderate 3532,Ghana,2020,capital,Finance,Senior,31.29,753698,0.1535,637999,0.3722,237474,32,0.5612,0.7257,475.29,0.0589,0.4757,0.4344,0.5846,moderate 3533,Mozambique,2018,urban,Agriculture,Executive,28.12,320698,0.3025,223675,0.1885,42163,12,0.6193,0.6717,378.97,0.0713,0.3362,0.1773,0.4036,low 3534,Mozambique,2023,remote,Education,Director,32.13,290481,0.4526,159016,0.1224,19456,15,0.4799,0.6976,334.87,0.0689,0.2966,0.2385,0.3631,low 3535,DRC,2023,rural,Finance,Junior,101.74,556541,0.3952,336605,0.1345,45257,8,0.5413,0.6289,137.26,0.0578,0.3278,0.1664,0.3486,critical 3536,DRC,2019,urban,Health,Mid_Level,89.7,570751,0.3475,372398,0.1796,66891,10,0.5783,0.6725,116.37,0.0613,0.2809,0.1795,0.3799,low 3537,Ethiopia,2018,rural,Education,Mid_Level,108.65,1425967,0.3977,858890,0.1515,130079,9,0.5353,0.6204,127.19,0.0487,0.2988,0.2119,0.3551,low 3538,DRC,2021,remote,Health,Mid_Level,95.53,537391,0.6,214956,0.1,21495,8,0.5199,0.7042,124.15,0.0592,0.3078,0.2169,0.3031,critical 3539,Nigeria,2018,capital,Education,Junior,198.33,4057443,0.2333,3110958,0.3671,1142042,16,0.5684,0.7393,271.86,0.0633,0.524,0.4796,0.5347,moderate 3540,South Africa,2018,rural,Social_Services,Junior,59.11,3374488,0.192,2726672,0.3646,994127,35,0.5878,0.875,470.79,0.0693,0.7224,0.6518,0.6493,moderate 3541,Senegal,2018,rural,ICT,Junior,15.34,386837,0.2588,286708,0.2533,72612,27,0.6595,0.8002,193.38,0.0667,0.4605,0.4396,0.5261,moderate 3542,Mozambique,2019,rural,Administration,Mid_Level,28.88,283057,0.3296,189767,0.1326,25162,15,0.5988,0.685,142.61,0.062,0.2947,0.1878,0.3893,low 3543,Senegal,2018,rural,Social_Services,Junior,15.34,339019,0.2227,263505,0.2681,70643,23,0.5381,0.778,287.88,0.0484,0.5177,0.3867,0.526,moderate 3544,Nigeria,2025,remote,Agriculture,Junior,235.75,5334648,0.3405,3518360,0.1796,631889,18,0.5126,0.8091,212.57,0.0671,0.538,0.4267,0.4726,low 3545,Kenya,2018,urban,Administration,Junior,48.55,1454784,0.1472,1240668,0.4648,576615,36,0.6175,0.8199,418.86,0.0829,0.8042,0.7237,0.6952,high 3546,Uganda,2023,rural,Security,Mid_Level,47.48,419435,0.3718,263493,0.1848,48705,15,0.5172,0.7554,295.69,0.0655,0.4656,0.4367,0.4443,low 3547,Rwanda,2018,urban,Education,Mid_Level,12.14,403893,0.0922,366662,0.4892,179382,55,0.7755,0.9298,494.89,0.0684,0.7411,0.6618,0.7665,high 3548,Ghana,2024,rural,Security,Junior,34.0,843801,0.2799,607586,0.2746,166856,26,0.6373,0.6924,290.41,0.0484,0.5723,0.4109,0.5158,moderate 3549,Uganda,2019,rural,Social_Services,Junior,41.86,288791,0.3635,183807,0.2084,38311,12,0.5581,0.754,304.54,0.0676,0.4448,0.4331,0.4421,low 3550,Uganda,2022,urban,Health,Mid_Level,46.01,408741,0.2382,311380,0.2362,73540,15,0.6409,0.7768,212.91,0.0689,0.5057,0.4016,0.4942,low 3551,DRC,2018,capital,Agriculture,Senior,86.92,561118,0.3764,349903,0.1801,63034,8,0.5523,0.6344,126.31,0.0681,0.261,0.2367,0.3659,low 3552,Nigeria,2024,capital,Health,Mid_Level,230.0,4660259,0.2119,3672689,0.3373,1238853,24,0.6037,0.7598,323.59,0.0665,0.5283,0.4587,0.554,moderate 3553,Nigeria,2025,rural,Social_Services,Junior,235.75,5243095,0.3457,3430318,0.247,847246,21,0.6057,0.7567,202.51,0.0638,0.4819,0.4058,0.4801,low 3554,DRC,2025,capital,ICT,Mid_Level,108.36,737896,0.2817,530043,0.1559,82650,8,0.5363,0.6805,127.3,0.0603,0.3362,0.1859,0.3929,low 3555,Rwanda,2020,rural,Education,Mid_Level,12.73,395057,0.1322,342845,0.3215,110210,36,0.6014,0.8204,355.04,0.0903,0.7809,0.5661,0.6451,moderate 3556,Mozambique,2022,urban,Health,Junior,31.29,328227,0.2396,249590,0.2212,55215,14,0.5934,0.6946,91.68,0.063,0.2736,0.2016,0.4321,low 3557,Uganda,2020,capital,Security,Junior,43.2,306498,0.2764,221774,0.2671,59239,12,0.4697,0.7528,298.8,0.0684,0.5366,0.3954,0.4838,low 3558,South Africa,2025,rural,Administration,Junior,62.5,3412934,0.1844,2783697,0.3623,1008590,49,0.7458,0.8969,445.13,0.0767,0.8021,0.5895,0.6907,high 3559,Botswana,2018,urban,Justice,Mid_Level,2.38,92354,0.1343,79950,0.5653,45197,47,0.6202,0.7975,472.2,0.0755,0.6164,0.7434,0.7309,high 3560,DRC,2025,capital,Agriculture,Junior,108.36,632412,0.3303,423537,0.1776,75205,7,0.4716,0.6774,125.75,0.0493,0.2888,0.1774,0.3775,low 3561,Kenya,2021,capital,Agriculture,Mid_Level,51.68,1858984,0.1136,1647853,0.512,843657,42,0.6512,0.8386,619.53,0.0834,0.702,0.7117,0.7218,high 3562,Rwanda,2020,capital,Security,Mid_Level,12.73,373798,0.0786,344432,0.5705,196511,56,0.6991,0.7992,516.6,0.0647,0.691,0.777,0.7797,high 3563,Rwanda,2023,remote,Education,Junior,13.67,467386,0.2063,370965,0.2567,95237,41,0.7116,0.7683,624.33,0.0863,0.6319,0.5628,0.5998,moderate 3564,Botswana,2018,rural,Health,Mid_Level,2.38,102449,0.1713,84899,0.4064,34506,37,0.5898,0.8224,630.56,0.0782,0.649,0.6551,0.655,high 3565,DRC,2019,rural,Education,Executive,89.7,559170,0.5014,278790,0.1125,31352,6,0.4576,0.6962,618.13,0.0532,0.3444,0.2093,0.3276,critical 3566,Mozambique,2024,remote,ICT,Mid_Level,33.0,332680,0.5137,161767,0.1,16176,11,0.5975,0.5993,117.05,0.0556,0.3074,0.1752,0.3122,critical 3567,Rwanda,2025,rural,Health,Junior,14.34,371140,0.1223,325751,0.3283,106945,44,0.6802,0.8145,449.65,0.0947,0.7787,0.5235,0.6639,high 3568,Tanzania,2022,capital,Justice,Senior,63.15,1191464,0.1882,967241,0.3714,359257,13,0.5864,0.693,272.02,0.0633,0.4658,0.3273,0.5116,moderate 3569,Mozambique,2018,remote,Education,Junior,28.12,261550,0.5636,114144,0.1,11414,12,0.5443,0.675,148.68,0.048,0.2565,0.1902,0.31,critical 3570,South Africa,2021,rural,Education,Senior,60.54,2813047,0.1895,2280089,0.3865,881192,46,0.6008,0.9338,561.21,0.0923,0.6357,0.5257,0.6705,high 3571,Senegal,2024,capital,Infrastructure,Senior,18.0,354980,0.1579,298934,0.3876,115876,18,0.4933,0.7144,358.07,0.0568,0.5325,0.3856,0.5514,moderate 3572,Rwanda,2021,rural,Finance,Executive,13.04,399893,0.1692,332237,0.3745,124431,47,0.7113,0.7889,2032.42,0.0776,0.6966,0.5679,0.6636,high 3573,Ethiopia,2024,capital,Justice,Director,126.0,1333434,0.2726,969976,0.2461,238727,12,0.6081,0.6388,384.23,0.056,0.2856,0.2005,0.4178,low 3574,South Africa,2024,capital,Justice,Junior,62.0,3051852,0.1808,2499931,0.5653,1413329,39,0.7016,0.839,382.01,0.0799,0.7956,0.5909,0.7081,high 3575,Kenya,2018,rural,Finance,Junior,48.55,1692971,0.211,1335821,0.296,395434,28,0.6182,0.8438,394.94,0.0826,0.7156,0.6774,0.6071,moderate 3576,Senegal,2021,urban,Education,Senior,16.62,379301,0.1554,320360,0.364,116598,20,0.6431,0.7841,285.21,0.0493,0.43,0.3244,0.5452,moderate 3577,Botswana,2021,capital,Security,Mid_Level,2.49,98243,0.0899,89414,0.4959,44344,45,0.6977,0.825,373.67,0.0939,0.6802,0.6316,0.719,high 3578,Ethiopia,2021,capital,Security,Mid_Level,117.0,1262710,0.2541,941879,0.2434,229232,9,0.6161,0.6495,147.52,0.0529,0.3051,0.1857,0.4163,low 3579,Nigeria,2025,rural,Security,Junior,235.75,4697583,0.3095,3243508,0.2249,729494,22,0.5821,0.7592,229.14,0.0642,0.4405,0.401,0.4819,low 3580,Uganda,2025,capital,Social_Services,Senior,50.57,371828,0.1997,297555,0.3238,96347,19,0.5338,0.812,309.34,0.0566,0.5579,0.3686,0.543,moderate 3581,Nigeria,2024,capital,Education,Director,230.0,4222269,0.2161,3309684,0.4053,1341454,23,0.6716,0.8166,480.11,0.0624,0.489,0.4292,0.5691,moderate 3582,Rwanda,2023,capital,Social_Services,Junior,13.67,429442,0.0932,389407,0.4807,187200,55,0.7291,0.91,585.8,0.0918,0.7558,0.7584,0.7723,high 3583,Ghana,2019,rural,Health,Mid_Level,30.64,849157,0.2617,626968,0.287,179918,27,0.5484,0.8146,206.87,0.052,0.446,0.4698,0.5376,moderate 3584,Ghana,2021,urban,Education,Junior,31.94,694800,0.1451,593960,0.3895,231349,20,0.563,0.744,254.89,0.0694,0.4315,0.3991,0.5558,moderate 3585,Tanzania,2019,remote,Administration,Junior,57.79,920887,0.2785,664417,0.1477,98163,14,0.4986,0.6995,197.29,0.0571,0.4631,0.3867,0.4422,low 3586,Kenya,2025,urban,Education,Director,56.15,1860239,0.1146,1647077,0.4557,750582,30,0.6237,0.8956,1299.18,0.0899,0.6674,0.5639,0.6677,high 3587,Mozambique,2021,urban,Security,Mid_Level,30.47,287228,0.3375,190300,0.1847,35142,15,0.4815,0.6726,128.66,0.062,0.3251,0.2073,0.4034,low 3588,Ghana,2022,remote,Education,Mid_Level,32.62,867277,0.2769,627088,0.1923,120606,19,0.535,0.7749,267.24,0.0521,0.4987,0.3542,0.4779,low 3589,DRC,2025,rural,Health,Junior,108.36,719027,0.491,366008,0.1148,42022,8,0.5144,0.7035,146.89,0.0518,0.316,0.227,0.3358,critical 3590,Senegal,2019,remote,Finance,Junior,15.76,396945,0.2903,281710,0.1799,50688,22,0.6133,0.7818,206.41,0.0628,0.5521,0.4486,0.4947,low 3591,Mozambique,2020,remote,Health,Senior,29.66,280365,0.5647,122039,0.1197,14607,14,0.5146,0.6885,161.93,0.0587,0.3364,0.2176,0.3324,critical 3592,Uganda,2023,capital,Infrastructure,Junior,47.48,331417,0.2829,237668,0.3083,73276,10,0.535,0.718,198.09,0.0677,0.448,0.3466,0.4685,low 3593,Ethiopia,2019,rural,Education,Junior,111.37,1497694,0.4309,852272,0.1443,122986,12,0.55,0.6934,89.67,0.0519,0.2633,0.1985,0.3585,low 3594,Nigeria,2021,urban,Education,Junior,213.58,4119362,0.1944,3318683,0.3368,1117862,24,0.6843,0.6926,236.69,0.0538,0.51,0.3777,0.5383,moderate 3595,South Africa,2025,remote,Education,Junior,62.5,3347030,0.3004,2341416,0.2904,680062,30,0.5365,0.8803,493.61,0.0855,0.6583,0.5648,0.5769,moderate 3596,South Africa,2018,rural,Finance,Junior,59.11,2894612,0.261,2139203,0.358,765848,48,0.7845,0.7764,632.97,0.0759,0.7416,0.6248,0.6474,moderate 3597,Ethiopia,2022,rural,Health,Junior,119.93,1312466,0.356,845171,0.1644,138957,11,0.5044,0.586,153.89,0.0594,0.3137,0.166,0.3655,low 3598,Uganda,2022,rural,Health,Mid_Level,46.01,328537,0.3092,226967,0.2069,46956,16,0.5731,0.7515,245.5,0.0595,0.4752,0.3612,0.4608,low 3599,South Africa,2020,remote,Education,Junior,60.06,3186817,0.3127,2190404,0.2924,640572,45,0.6398,0.7927,595.11,0.092,0.7867,0.7432,0.6293,moderate 3600,DRC,2020,capital,Security,Mid_Level,92.57,513413,0.3354,341220,0.2069,70600,6,0.5049,0.6358,99.37,0.0669,0.3187,0.1774,0.3779,low 3601,Uganda,2024,urban,Infrastructure,Mid_Level,49.0,436000,0.2405,331142,0.2826,93586,16,0.6294,0.7908,312.17,0.0498,0.4888,0.369,0.5049,moderate 3602,Botswana,2021,rural,Infrastructure,Junior,2.49,117622,0.1351,101732,0.3377,34350,51,0.7739,0.8191,520.7,0.0815,0.6067,0.6617,0.6778,high 3603,Ethiopia,2018,remote,Justice,Junior,108.65,1210831,0.4599,653938,0.1363,89131,12,0.6035,0.6456,142.43,0.0622,0.282,0.1944,0.3436,critical 3604,Ethiopia,2021,urban,Education,Junior,117.0,1445865,0.2767,1045765,0.1964,205348,11,0.5483,0.6308,149.37,0.0591,0.2849,0.1773,0.3982,low 3605,Tanzania,2020,urban,Social_Services,Senior,59.53,1043413,0.1791,856571,0.2738,234566,20,0.646,0.7367,459.35,0.0539,0.5163,0.333,0.5191,moderate 3606,DRC,2022,rural,Security,Senior,98.59,519619,0.4375,292294,0.127,37106,8,0.6037,0.6869,176.87,0.0608,0.3144,0.1608,0.3429,critical 3607,Botswana,2020,capital,Education,Senior,2.45,111838,0.1281,97506,0.6432,62714,53,0.768,0.7932,646.18,0.0865,0.6582,0.6175,0.7578,high 3608,Botswana,2025,rural,Health,Mid_Level,2.64,129221,0.1958,103922,0.4053,42122,34,0.6866,0.8766,486.84,0.0883,0.7053,0.7624,0.6656,high 3609,Botswana,2025,capital,Finance,Junior,2.64,112724,0.0996,101497,0.5781,58671,31,0.6786,0.792,432.24,0.0696,0.6693,0.54,0.6869,high 3610,Rwanda,2024,urban,Administration,Junior,14.0,378747,0.1225,332347,0.457,151877,36,0.5564,0.9171,428.51,0.0771,0.7834,0.6936,0.7089,high 3611,Ghana,2024,urban,Security,Mid_Level,34.0,765923,0.1852,624048,0.4342,270933,22,0.5869,0.7374,278.29,0.063,0.4966,0.3276,0.5603,moderate 3612,Ethiopia,2020,urban,Security,Junior,114.15,1319788,0.3082,913057,0.2155,196773,11,0.5718,0.6842,98.93,0.0658,0.2817,0.16,0.4011,low 3613,Ghana,2023,capital,Health,Junior,33.3,859081,0.1413,737688,0.459,338565,22,0.5589,0.7522,291.26,0.0647,0.456,0.4422,0.5871,moderate 3614,Botswana,2022,remote,Infrastructure,Junior,2.52,122464,0.1705,101588,0.3074,31228,46,0.6174,0.7691,363.97,0.0666,0.6974,0.704,0.6547,high 3615,Kenya,2019,capital,Social_Services,Junior,49.57,1905684,0.1006,1714044,0.5285,905902,39,0.5867,0.8225,449.93,0.0683,0.6742,0.6962,0.7149,high 3616,Rwanda,2023,capital,Security,Junior,13.67,353862,0.0843,324040,0.4801,155586,36,0.5658,0.8256,627.38,0.0843,0.7912,0.5297,0.6949,high 3617,Botswana,2024,capital,Education,Junior,2.6,113883,0.0987,102646,0.6174,63369,51,0.6598,0.901,399.1,0.0653,0.6297,0.5839,0.7637,high 3618,Kenya,2018,capital,Education,Senior,48.55,1880543,0.1437,1610324,0.4221,679738,24,0.6077,0.8676,631.28,0.0895,0.7958,0.6062,0.6499,moderate 3619,Senegal,2025,capital,Finance,Junior,18.49,416993,0.1193,367246,0.3845,141207,17,0.5539,0.7782,225.07,0.061,0.5707,0.4601,0.5786,moderate 3620,DRC,2025,capital,Infrastructure,Senior,108.36,733836,0.2868,523346,0.2063,107986,7,0.5711,0.6524,158.14,0.0506,0.2696,0.2118,0.3934,low 3621,Rwanda,2022,urban,Security,Mid_Level,13.35,357442,0.0977,322520,0.4525,145955,46,0.7666,0.9251,510.22,0.0725,0.7628,0.5673,0.7255,high 3622,Uganda,2021,remote,Administration,Director,44.58,313628,0.4432,174632,0.1621,28309,11,0.5879,0.7263,770.2,0.058,0.4625,0.4667,0.4091,low 3623,Mozambique,2023,rural,ICT,Mid_Level,32.13,329714,0.3627,210131,0.1585,33297,12,0.568,0.7067,103.43,0.067,0.328,0.1651,0.3843,low 3624,Rwanda,2023,rural,Infrastructure,Junior,13.67,358344,0.1166,316576,0.3225,102096,53,0.727,0.8517,475.18,0.0858,0.7805,0.7349,0.7133,high 3625,Nigeria,2023,urban,Administration,Senior,224.39,5090661,0.2357,3890715,0.3135,1219601,19,0.5462,0.7276,358.25,0.0704,0.4996,0.3847,0.5145,moderate 3626,Nigeria,2023,urban,Health,Mid_Level,224.39,4262229,0.2014,3403929,0.3335,1135100,15,0.5227,0.7518,321.16,0.0539,0.4951,0.4045,0.5233,moderate 3627,Kenya,2023,urban,Security,Senior,53.87,1762544,0.1531,1492653,0.4087,610017,41,0.6912,0.8617,733.77,0.0815,0.6443,0.6495,0.675,high 3628,Ethiopia,2022,urban,Education,Junior,119.93,1576395,0.3004,1102783,0.2253,248458,12,0.4707,0.6136,150.62,0.0652,0.2889,0.1672,0.3989,low 3629,Uganda,2022,rural,Finance,Senior,46.01,344932,0.3593,220996,0.1754,38765,15,0.6207,0.6978,399.65,0.0555,0.478,0.3214,0.4261,low 3630,Ethiopia,2022,remote,Health,Junior,119.93,1320975,0.538,610227,0.1088,66415,12,0.5803,0.6663,84.29,0.0593,0.3278,0.2006,0.3255,critical 3631,Mozambique,2023,rural,Administration,Junior,32.13,352688,0.3472,230233,0.1465,33725,12,0.5386,0.5983,115.26,0.0527,0.2989,0.1616,0.3656,low 3632,Tanzania,2021,urban,Health,Mid_Level,61.31,1041746,0.2045,828683,0.3437,284784,21,0.5846,0.7457,255.0,0.0574,0.4693,0.3452,0.5306,moderate 3633,Senegal,2025,capital,Education,Junior,18.49,353073,0.1252,308885,0.3789,117044,22,0.6576,0.7776,295.29,0.0613,0.4552,0.456,0.5762,moderate 3634,Mozambique,2021,rural,Health,Junior,30.47,289925,0.3529,187624,0.1516,28435,14,0.6167,0.6891,142.44,0.068,0.3174,0.2208,0.3919,low 3635,South Africa,2019,remote,Infrastructure,Junior,59.58,3114597,0.3219,2112156,0.2856,603213,31,0.6125,0.8934,558.19,0.0701,0.751,0.6955,0.5971,moderate 3636,Botswana,2019,urban,Finance,Mid_Level,2.41,123315,0.1509,104702,0.558,58421,42,0.5815,0.8658,494.52,0.0855,0.7975,0.5634,0.7227,high 3637,Mozambique,2020,rural,Education,Junior,29.66,305411,0.3132,209741,0.1387,29088,15,0.5563,0.5982,144.07,0.0523,0.2776,0.237,0.385,low 3638,Nigeria,2024,urban,Security,Mid_Level,230.0,5141645,0.2304,3956874,0.3459,1368763,15,0.518,0.679,263.24,0.0615,0.4712,0.3571,0.5011,moderate 3639,Botswana,2021,capital,Social_Services,Senior,2.49,115116,0.13,100151,0.5956,59650,44,0.6963,0.7795,622.87,0.0819,0.6186,0.7305,0.7282,high 3640,Kenya,2019,urban,Infrastructure,Junior,49.57,1600806,0.1342,1386046,0.3881,537918,28,0.5245,0.8511,596.68,0.0899,0.6695,0.6987,0.648,moderate 3641,Botswana,2025,urban,Administration,Senior,2.64,107241,0.1232,94030,0.5962,56064,36,0.5585,0.8104,527.18,0.0681,0.6845,0.7188,0.7202,high 3642,Uganda,2019,rural,ICT,Mid_Level,41.86,384320,0.3712,241658,0.1736,41955,11,0.5461,0.8133,189.77,0.0617,0.5467,0.4773,0.4525,low 3643,Ghana,2025,capital,Health,Junior,34.71,810542,0.1834,661879,0.4383,290099,31,0.6088,0.7365,216.94,0.0585,0.5436,0.4315,0.5992,moderate 3644,Ethiopia,2024,remote,Health,Junior,126.0,1581969,0.5137,769302,0.1062,81721,7,0.5982,0.6953,106.97,0.0633,0.2682,0.1708,0.3138,critical 3645,South Africa,2020,capital,ICT,Junior,60.06,3228075,0.1735,2667905,0.4632,1235765,41,0.6401,0.8017,420.61,0.0901,0.6925,0.5319,0.6676,high 3646,Mozambique,2021,remote,Security,Director,30.47,329610,0.4168,192221,0.1,19222,11,0.535,0.6562,330.9,0.0541,0.3439,0.1996,0.3511,low 3647,Ghana,2023,urban,Security,Executive,33.3,745998,0.1754,615159,0.4078,250835,30,0.6455,0.7097,1087.09,0.0629,0.4315,0.4171,0.5744,moderate 3648,Botswana,2022,capital,Education,Senior,2.52,98744,0.1023,88637,0.6107,54134,37,0.5737,0.9321,779.53,0.0726,0.6273,0.5218,0.7243,high 3649,Senegal,2023,urban,Education,Director,17.53,408300,0.1821,333942,0.3684,123039,27,0.5796,0.6985,440.0,0.0488,0.5531,0.4184,0.566,moderate 3650,Uganda,2018,capital,Security,Junior,40.56,351207,0.2819,252198,0.323,81470,12,0.5726,0.7643,302.19,0.0528,0.5328,0.416,0.4998,low 3651,Mozambique,2021,urban,Health,Senior,30.47,268771,0.2739,195161,0.1978,38597,10,0.5663,0.6277,181.76,0.0503,0.2941,0.2066,0.4002,low 3652,Kenya,2024,capital,Education,Junior,55.0,1724414,0.1145,1526951,0.5388,822722,32,0.5851,0.9279,564.64,0.0758,0.7524,0.686,0.7191,high 3653,Ethiopia,2024,capital,Infrastructure,Mid_Level,126.0,1737745,0.2914,1231375,0.2141,263673,12,0.5412,0.6485,102.23,0.0675,0.3026,0.2379,0.412,low 3654,Senegal,2022,capital,Justice,Junior,17.07,351049,0.1693,291611,0.4389,127981,25,0.5472,0.7863,264.11,0.0587,0.4919,0.3925,0.5863,moderate 3655,Uganda,2020,urban,Health,Senior,43.2,386759,0.2582,286894,0.312,89512,17,0.6273,0.8087,339.07,0.0675,0.4468,0.4763,0.5196,moderate 3656,Ethiopia,2022,rural,Education,Junior,119.93,1293687,0.3599,828130,0.1572,130212,8,0.6029,0.6944,122.87,0.0685,0.3077,0.2336,0.3776,low 3657,Ghana,2023,rural,Education,Senior,33.3,900541,0.1998,720639,0.2429,175016,30,0.7091,0.7657,300.93,0.0581,0.4282,0.4515,0.5386,moderate 3658,Uganda,2018,urban,Agriculture,Mid_Level,40.56,364123,0.2616,268884,0.2495,67089,11,0.5699,0.6943,273.73,0.0589,0.4875,0.3617,0.4636,low 3659,Ethiopia,2025,rural,Infrastructure,Junior,129.15,1484915,0.4031,886405,0.177,156871,9,0.4563,0.705,126.69,0.052,0.2664,0.1901,0.3674,low 3660,Botswana,2022,remote,Health,Junior,2.52,105294,0.2034,83879,0.3132,26274,35,0.7235,0.8086,575.81,0.0845,0.71,0.7394,0.6312,moderate 3661,Senegal,2022,rural,Agriculture,Mid_Level,17.07,324483,0.2285,250326,0.2859,71561,23,0.6485,0.8236,198.44,0.0645,0.5596,0.3246,0.5338,moderate 3662,Nigeria,2019,capital,Administration,Executive,203.29,4570092,0.1979,3665577,0.3781,1385979,15,0.6405,0.8166,1057.79,0.0514,0.5671,0.4633,0.5581,moderate 3663,Ethiopia,2025,rural,Education,Junior,129.15,1548454,0.4893,790850,0.1422,112440,10,0.6073,0.6206,121.82,0.0671,0.3013,0.2022,0.3317,critical 3664,Ethiopia,2024,capital,Security,Director,126.0,1331421,0.2307,1024206,0.2103,215389,11,0.5262,0.6454,341.1,0.0606,0.309,0.2281,0.4229,low 3665,Uganda,2021,remote,Infrastructure,Junior,44.58,331087,0.4915,168372,0.1555,26179,17,0.576,0.805,218.12,0.0655,0.484,0.3382,0.4115,low 3666,Senegal,2022,capital,Health,Junior,17.07,429239,0.1667,357684,0.4393,157120,15,0.5017,0.7103,285.51,0.0715,0.486,0.4134,0.5521,moderate 3667,DRC,2018,rural,Administration,Mid_Level,86.92,545498,0.4776,284970,0.1182,33683,7,0.5787,0.6688,105.57,0.0604,0.2654,0.1637,0.3209,critical 3668,Ghana,2019,remote,Education,Director,30.64,728941,0.2892,518157,0.2297,118999,20,0.6512,0.773,460.8,0.071,0.4681,0.3571,0.4836,low 3669,Ethiopia,2025,urban,Security,Junior,129.15,1745560,0.3036,1215676,0.1988,241661,12,0.5877,0.6881,120.06,0.0645,0.2812,0.2014,0.4053,low 3670,Ethiopia,2021,urban,Health,Senior,117.0,1285237,0.3117,884668,0.2305,203907,7,0.503,0.6193,140.35,0.0675,0.3037,0.1965,0.3901,low 3671,Botswana,2019,urban,Education,Junior,2.41,109480,0.1352,94682,0.4578,43344,33,0.6772,0.8001,396.09,0.0948,0.6328,0.698,0.6663,high 3672,Ghana,2024,urban,Finance,Mid_Level,34.0,773647,0.1653,645753,0.4385,283153,21,0.6387,0.7553,271.86,0.059,0.5132,0.4064,0.576,moderate 3673,Uganda,2021,rural,Administration,Junior,44.58,317691,0.4048,189084,0.1827,34548,18,0.5038,0.6887,202.25,0.0483,0.5371,0.3835,0.4348,low 3674,South Africa,2025,urban,Security,Mid_Level,62.5,3138105,0.1979,2517208,0.4798,1207843,41,0.6437,0.839,366.41,0.0739,0.7941,0.7362,0.7019,high 3675,Senegal,2025,rural,Security,Senior,18.49,411311,0.2519,307685,0.2495,76763,23,0.587,0.6779,307.27,0.0703,0.5147,0.3275,0.4928,low 3676,Ethiopia,2025,remote,Security,Junior,129.15,1454476,0.6,581790,0.1042,60611,8,0.4788,0.6781,111.49,0.07,0.3273,0.2388,0.3044,critical 3677,Uganda,2020,urban,Security,Executive,43.2,329488,0.2513,246687,0.2855,70418,16,0.5114,0.7432,926.42,0.0581,0.4461,0.4237,0.497,low 3678,Nigeria,2019,capital,Infrastructure,Junior,203.29,4268302,0.2075,3382421,0.3672,1242050,15,0.4968,0.7748,179.83,0.0508,0.5396,0.3467,0.5323,moderate 3679,Ghana,2021,capital,Education,Senior,31.94,859286,0.1401,738929,0.384,283774,24,0.6197,0.7623,326.55,0.0707,0.5503,0.4243,0.5828,moderate 3680,DRC,2025,urban,Education,Junior,108.36,583922,0.3082,403985,0.1853,74841,9,0.5439,0.6709,101.17,0.0485,0.2947,0.2136,0.3932,low 3681,DRC,2023,rural,Administration,Junior,101.74,567175,0.3993,340708,0.1357,46237,7,0.5124,0.7131,114.8,0.056,0.2738,0.1952,0.3555,low 3682,Mozambique,2023,remote,Education,Mid_Level,32.13,273764,0.5378,126542,0.1009,12765,8,0.5151,0.701,100.76,0.0549,0.2701,0.2385,0.3168,critical 3683,Tanzania,2021,remote,Health,Junior,61.31,1095152,0.2978,769036,0.1679,129094,16,0.5211,0.7298,270.28,0.0592,0.4864,0.4566,0.4613,low 3684,Mozambique,2023,rural,Education,Senior,32.13,276681,0.34,182606,0.1402,25607,14,0.4773,0.6428,138.94,0.0535,0.2915,0.1679,0.3774,low 3685,Rwanda,2024,capital,Agriculture,Junior,14.0,370421,0.0946,335390,0.4806,161197,36,0.5599,0.8159,584.85,0.0912,0.6089,0.5646,0.6763,high 3686,DRC,2020,rural,Education,Junior,92.57,570128,0.5148,276605,0.1195,33068,8,0.4529,0.6276,127.88,0.0636,0.2725,0.1866,0.3112,critical 3687,Rwanda,2019,rural,Education,Senior,12.43,415967,0.1455,355451,0.3734,132717,37,0.5753,0.8341,836.31,0.0951,0.693,0.5219,0.6461,moderate 3688,Kenya,2019,urban,Security,Mid_Level,49.57,1930774,0.1223,1694560,0.4453,754552,27,0.6345,0.8946,504.02,0.0783,0.634,0.7629,0.6721,high 3689,Rwanda,2022,rural,Health,Junior,13.35,398427,0.1461,340222,0.3264,111055,45,0.6699,0.8272,362.01,0.0862,0.757,0.6009,0.6675,high 3690,Kenya,2025,remote,Agriculture,Senior,56.15,1992272,0.2035,1586846,0.209,331717,31,0.5651,0.9218,962.06,0.081,0.7133,0.7619,0.6147,moderate 3691,South Africa,2023,capital,ICT,Mid_Level,61.51,2791139,0.1335,2418438,0.5881,1422250,31,0.6898,0.8987,360.58,0.0746,0.7014,0.5398,0.7001,high 3692,Ethiopia,2022,remote,Agriculture,Mid_Level,119.93,1597527,0.6,639010,0.1344,85910,7,0.4646,0.665,100.32,0.0605,0.3305,0.2351,0.3074,critical 3693,Ghana,2020,rural,Infrastructure,Mid_Level,31.29,694301,0.1981,556772,0.3036,169010,26,0.6627,0.6924,200.78,0.0495,0.5225,0.4185,0.5393,moderate 3694,Ghana,2021,capital,Health,Junior,31.94,679501,0.1887,551265,0.3784,208623,21,0.6363,0.8242,268.08,0.0541,0.4929,0.3295,0.5558,moderate 3695,Tanzania,2018,rural,Social_Services,Junior,56.11,1082239,0.2788,780485,0.2246,175335,15,0.6415,0.7122,206.3,0.0506,0.5238,0.4642,0.4796,low 3696,Ethiopia,2019,capital,Administration,Mid_Level,111.37,1524426,0.3036,1061682,0.2596,275573,9,0.4939,0.659,109.79,0.0593,0.3014,0.1621,0.4067,low 3697,Senegal,2022,urban,Social_Services,Junior,17.07,381780,0.1529,323394,0.3091,99945,20,0.5642,0.788,197.8,0.0679,0.4322,0.4025,0.5407,moderate 3698,Ethiopia,2023,capital,Health,Junior,122.93,1422660,0.2628,1048771,0.2739,287294,8,0.5944,0.7078,96.64,0.0662,0.3448,0.1798,0.4314,low 3699,Ghana,2022,rural,Security,Senior,32.62,778270,0.2036,619827,0.2948,182737,22,0.6138,0.746,365.69,0.0692,0.5211,0.4199,0.5338,moderate 3700,DRC,2025,urban,Security,Junior,108.36,669454,0.4057,397880,0.1859,73976,7,0.5806,0.6286,131.59,0.0691,0.3167,0.2165,0.3602,low 3701,Rwanda,2024,capital,Justice,Mid_Level,14.0,425781,0.1142,377138,0.4908,185088,42,0.736,0.7965,573.58,0.0937,0.7675,0.6846,0.7138,high 3702,Ethiopia,2025,rural,Health,Mid_Level,129.15,1650619,0.4814,856038,0.1555,133107,7,0.4651,0.6299,141.09,0.0605,0.2703,0.1793,0.3255,critical 3703,Uganda,2020,urban,Social_Services,Executive,43.2,355885,0.258,264055,0.2489,65717,15,0.579,0.724,894.35,0.0679,0.524,0.392,0.4854,low 3704,DRC,2022,rural,Health,Senior,98.59,518954,0.4249,298449,0.1222,36476,7,0.5431,0.7046,156.89,0.0516,0.2659,0.1647,0.3406,critical 3705,Botswana,2024,urban,Education,Mid_Level,2.6,126735,0.148,107974,0.5121,55290,50,0.6518,0.9121,622.61,0.0842,0.7334,0.6915,0.7453,high 3706,Tanzania,2022,urban,Justice,Executive,63.15,1220597,0.1829,997328,0.308,307217,19,0.5038,0.7488,761.47,0.0603,0.438,0.3778,0.5227,moderate 3707,Botswana,2025,capital,Education,Junior,2.64,121962,0.1329,105759,0.6001,63471,55,0.6471,0.8141,616.12,0.0642,0.6903,0.6378,0.7592,high 3708,South Africa,2025,urban,Administration,Mid_Level,62.5,3113524,0.1469,2656018,0.4935,1310864,28,0.5817,0.8539,517.49,0.0782,0.7974,0.5585,0.6703,high 3709,South Africa,2025,rural,Social_Services,Mid_Level,62.5,3029020,0.2509,2269161,0.3976,902228,46,0.7607,0.7758,638.59,0.0941,0.7834,0.6857,0.665,high 3710,Rwanda,2024,urban,Infrastructure,Director,14.0,383150,0.1232,335950,0.4538,152440,43,0.6732,0.8733,1012.05,0.088,0.6779,0.703,0.7092,high 3711,Tanzania,2019,capital,Health,Junior,57.79,1121928,0.1755,925055,0.3626,335437,20,0.5357,0.8116,290.36,0.05,0.5109,0.386,0.5582,moderate 3712,Uganda,2021,urban,Infrastructure,Junior,44.58,352678,0.2748,255751,0.294,75197,11,0.4842,0.7497,246.25,0.0615,0.517,0.3639,0.4828,low 3713,Botswana,2023,urban,Infrastructure,Mid_Level,2.56,119148,0.1319,103433,0.5804,60029,44,0.7654,0.9259,450.61,0.0922,0.6834,0.7733,0.7567,high 3714,South Africa,2025,urban,Education,Mid_Level,62.5,3180682,0.182,2601895,0.4833,1257544,40,0.636,0.9004,530.41,0.0859,0.7674,0.727,0.7098,high 3715,Senegal,2022,urban,Education,Mid_Level,17.07,346027,0.1802,283673,0.3234,91745,19,0.5989,0.7797,234.2,0.0661,0.5603,0.3463,0.5409,moderate 3716,South Africa,2025,urban,Finance,Senior,62.5,3594570,0.1835,2935019,0.4814,1412956,34,0.6094,0.8625,778.79,0.0936,0.6909,0.6933,0.6773,high 3717,DRC,2023,rural,ICT,Senior,101.74,526157,0.5398,242122,0.138,33411,5,0.5352,0.6629,182.69,0.069,0.3283,0.1738,0.3117,critical 3718,Mozambique,2018,capital,Administration,Junior,28.12,293582,0.2748,212915,0.1977,42100,10,0.5944,0.6396,119.96,0.0575,0.2715,0.1951,0.3983,low 3719,Mozambique,2020,urban,Education,Mid_Level,29.66,277673,0.2495,208398,0.2163,45080,12,0.607,0.6866,110.77,0.0615,0.3438,0.1886,0.4279,low 3720,South Africa,2019,capital,Administration,Junior,59.58,3562741,0.1576,3001312,0.5546,1664504,37,0.6278,0.8195,568.83,0.0876,0.7066,0.6367,0.699,high 3721,Senegal,2023,urban,Social_Services,Junior,17.53,432161,0.1636,361464,0.353,127587,20,0.5856,0.708,249.6,0.0576,0.4691,0.354,0.5359,moderate 3722,Rwanda,2024,rural,Infrastructure,Junior,14.0,413747,0.1685,344023,0.3642,125280,59,0.7808,0.8881,394.89,0.0751,0.7697,0.5661,0.7132,high 3723,Tanzania,2018,rural,Justice,Junior,56.11,1018526,0.2156,798928,0.2004,160089,15,0.5943,0.7207,296.57,0.0486,0.4256,0.368,0.4712,low 3724,Mozambique,2023,remote,Education,Mid_Level,32.13,277111,0.3842,170633,0.1,17063,9,0.5962,0.6684,148.68,0.068,0.3239,0.1883,0.3529,low 3725,Rwanda,2019,capital,Health,Junior,12.43,319221,0.1032,286273,0.4872,139470,50,0.6956,0.8132,384.36,0.0814,0.7764,0.7149,0.7421,high 3726,Botswana,2025,urban,Social_Services,Mid_Level,2.64,134537,0.1153,119024,0.5761,68569,45,0.6671,0.8442,479.78,0.0921,0.7933,0.6924,0.7529,high 3727,Mozambique,2019,urban,Education,Mid_Level,28.88,251612,0.3058,174680,0.196,34242,10,0.4693,0.5919,148.24,0.0618,0.3046,0.1614,0.383,low 3728,DRC,2024,urban,Education,Mid_Level,105.0,560925,0.4027,335027,0.1816,60839,8,0.5105,0.6177,136.13,0.0562,0.3279,0.2186,0.362,low 3729,Senegal,2020,capital,Education,Junior,16.18,404736,0.1513,343485,0.4022,138132,19,0.5525,0.7449,321.51,0.064,0.4481,0.4786,0.5646,moderate 3730,DRC,2020,rural,Administration,Mid_Level,92.57,626389,0.5468,283858,0.1033,29311,8,0.5672,0.6333,149.49,0.0672,0.288,0.1778,0.3007,critical 3731,Ghana,2019,capital,Agriculture,Mid_Level,30.64,685408,0.1631,573613,0.3885,222869,31,0.6907,0.6923,212.84,0.0707,0.4698,0.4505,0.5797,moderate 3732,Uganda,2018,urban,Agriculture,Junior,40.56,352789,0.3218,239250,0.2761,66060,14,0.5901,0.7881,183.97,0.0585,0.5,0.3692,0.4787,low 3733,DRC,2024,remote,Social_Services,Mid_Level,105.0,685604,0.5358,318236,0.1,31823,8,0.5176,0.6996,140.82,0.0572,0.2566,0.182,0.3098,critical 3734,Botswana,2020,rural,Administration,Junior,2.45,119690,0.1834,97743,0.3671,35879,31,0.5365,0.8703,604.14,0.0842,0.7575,0.6507,0.6448,moderate 3735,Ethiopia,2020,capital,Social_Services,Mid_Level,114.15,1524502,0.2655,1119805,0.2239,250691,11,0.561,0.6766,90.56,0.05,0.3064,0.2039,0.4196,low 3736,South Africa,2018,urban,Security,Mid_Level,59.11,2837979,0.2003,2269638,0.4259,966531,34,0.5535,0.8132,555.59,0.0648,0.6031,0.5735,0.631,moderate 3737,Botswana,2018,urban,Education,Junior,2.38,117826,0.1226,103382,0.4512,46644,46,0.6038,0.7751,448.19,0.0727,0.6185,0.5976,0.685,high 3738,Kenya,2021,capital,Health,Senior,51.68,1890796,0.1299,1645145,0.4668,767896,36,0.6832,0.8256,899.08,0.0887,0.6553,0.6065,0.6742,high 3739,Uganda,2019,urban,Social_Services,Mid_Level,41.86,320279,0.2603,236908,0.2909,68913,15,0.5689,0.7665,285.78,0.063,0.5276,0.4266,0.5055,moderate 3740,Botswana,2025,rural,Infrastructure,Senior,2.64,133019,0.158,111999,0.4192,46946,58,0.6676,0.8325,711.95,0.0835,0.7972,0.5995,0.7248,high 3741,Tanzania,2024,rural,Security,Mid_Level,67.0,1231948,0.241,935067,0.1996,186661,16,0.5182,0.7729,302.97,0.0518,0.5239,0.3395,0.4819,low 3742,Ethiopia,2021,capital,Education,Senior,117.0,1370235,0.2362,1046636,0.2183,228506,12,0.5332,0.7067,186.61,0.0602,0.2961,0.2219,0.4333,low 3743,Uganda,2024,capital,Finance,Junior,49.0,438967,0.2625,323724,0.2813,91066,14,0.5425,0.8148,246.05,0.0484,0.5345,0.3354,0.4989,low 3744,Ethiopia,2023,rural,Justice,Mid_Level,122.93,1331401,0.4862,684093,0.1794,122698,9,0.5536,0.6568,122.47,0.0502,0.2995,0.178,0.3421,critical 3745,Rwanda,2024,rural,Health,Mid_Level,14.0,371470,0.1158,328465,0.287,94262,48,0.7572,0.8179,627.39,0.0775,0.6346,0.6394,0.6629,high 3746,Kenya,2023,urban,Finance,Junior,53.87,1998157,0.1269,1744547,0.5021,875965,32,0.5755,0.9111,412.61,0.0694,0.7459,0.5975,0.6948,high 3747,Rwanda,2021,urban,Justice,Mid_Level,13.04,419481,0.1291,365342,0.4912,179470,43,0.7258,0.9095,479.24,0.0851,0.698,0.5532,0.7096,high 3748,Kenya,2023,urban,Education,Mid_Level,53.87,1931815,0.1489,1644223,0.4939,812159,38,0.7487,0.7918,396.3,0.0893,0.728,0.7441,0.6973,high 3749,Tanzania,2023,capital,Security,Junior,65.05,1152235,0.1895,933906,0.3518,328505,16,0.6001,0.8166,209.62,0.0509,0.4453,0.3932,0.5369,moderate 3750,Rwanda,2020,urban,Health,Junior,12.73,364473,0.1267,318278,0.4339,138091,36,0.6075,0.9243,478.17,0.0902,0.6511,0.5553,0.6761,high 3751,Rwanda,2021,rural,Social_Services,Junior,13.04,448262,0.1434,383990,0.3362,129109,60,0.7194,0.8938,520.3,0.0683,0.6019,0.7629,0.7188,high 3752,Uganda,2024,remote,Security,Mid_Level,49.0,357723,0.4756,187584,0.1495,28039,13,0.5822,0.6877,250.58,0.0662,0.5495,0.3984,0.3989,low 3753,Nigeria,2020,rural,Health,Junior,208.37,4566361,0.2552,3401116,0.234,796008,18,0.6549,0.7808,289.98,0.0641,0.4659,0.3778,0.4912,low 3754,Nigeria,2019,urban,Health,Director,203.29,3695483,0.1992,2959287,0.3285,972046,17,0.5112,0.8228,542.37,0.0657,0.5339,0.3591,0.5375,moderate 3755,DRC,2020,rural,Social_Services,Mid_Level,92.57,522603,0.3923,317589,0.1239,39338,7,0.5033,0.669,152.52,0.0697,0.3149,0.2367,0.3559,low 3756,DRC,2021,capital,Finance,Mid_Level,95.53,625025,0.3761,389976,0.1809,70556,7,0.4934,0.6639,133.88,0.0632,0.2726,0.1957,0.3651,low 3757,Nigeria,2018,urban,Education,Senior,198.33,4333337,0.2458,3268069,0.2916,953062,19,0.5207,0.6816,353.06,0.0555,0.5627,0.4682,0.5143,moderate 3758,Mozambique,2025,capital,Infrastructure,Junior,33.89,349532,0.2569,259750,0.2115,54934,8,0.4689,0.6257,101.42,0.0523,0.3316,0.1623,0.4019,low 3759,Nigeria,2019,remote,Administration,Junior,203.29,4437027,0.3228,3004598,0.1876,563611,24,0.591,0.7,261.82,0.066,0.5548,0.3807,0.4747,low 3760,Senegal,2020,rural,Education,Junior,16.18,322049,0.2046,256173,0.2513,64385,24,0.5259,0.7389,273.68,0.0611,0.5432,0.4628,0.5331,moderate 3761,Rwanda,2019,remote,Administration,Junior,12.43,408098,0.1811,334192,0.2755,92069,57,0.829,0.8026,570.82,0.0644,0.7886,0.5717,0.6725,high 3762,Nigeria,2020,rural,Finance,Mid_Level,208.37,3994145,0.3066,2769344,0.2649,733523,24,0.5882,0.783,245.08,0.0706,0.5341,0.389,0.5093,moderate 3763,Nigeria,2021,capital,Administration,Junior,213.58,3863221,0.1962,3105375,0.3844,1193785,22,0.5447,0.7147,210.35,0.0625,0.5686,0.4623,0.5624,moderate 3764,Ethiopia,2022,urban,Education,Senior,119.93,1504161,0.2572,1117291,0.192,214511,9,0.5412,0.7099,141.24,0.0674,0.3356,0.1902,0.4153,low 3765,Ethiopia,2019,urban,Security,Junior,111.37,1490980,0.3473,973113,0.2394,232996,11,0.4834,0.68,127.14,0.0492,0.2806,0.1938,0.4,low 3766,Uganda,2022,capital,Infrastructure,Director,46.01,352014,0.2065,279308,0.2972,83006,14,0.6256,0.7444,528.75,0.0534,0.4302,0.4386,0.5062,moderate 3767,Senegal,2020,rural,Infrastructure,Mid_Level,16.18,324272,0.1862,263895,0.2497,65898,20,0.5811,0.7872,311.33,0.0623,0.4589,0.3673,0.5166,moderate 3768,Ghana,2025,capital,Health,Director,34.71,744614,0.1759,613614,0.3753,230317,27,0.5508,0.8096,456.2,0.0553,0.5425,0.4108,0.5841,moderate 3769,Uganda,2021,urban,Infrastructure,Executive,44.58,375233,0.2686,274444,0.2603,71438,15,0.631,0.7078,907.29,0.0496,0.5194,0.4427,0.4878,low 3770,Ethiopia,2023,remote,Justice,Executive,122.93,1454074,0.4377,817691,0.1213,99164,11,0.5288,0.6434,548.36,0.0484,0.3142,0.2166,0.348,critical 3771,South Africa,2025,rural,Health,Mid_Level,62.5,3218827,0.219,2514016,0.3908,982451,41,0.71,0.8918,556.5,0.0882,0.6409,0.5457,0.6479,moderate 3772,DRC,2019,remote,ICT,Director,89.7,459540,0.6,183816,0.1004,18461,6,0.533,0.713,294.78,0.0709,0.3039,0.1875,0.2962,critical 3773,DRC,2019,capital,Security,Junior,89.7,523300,0.376,326558,0.1638,53487,7,0.5929,0.7073,141.8,0.0572,0.2663,0.2232,0.3695,low 3774,Rwanda,2024,rural,Education,Mid_Level,14.0,445486,0.1663,371394,0.2996,111279,42,0.6487,0.903,618.11,0.0729,0.7009,0.678,0.6617,high 3775,Rwanda,2019,rural,Finance,Senior,12.43,378445,0.1632,316688,0.2905,92013,48,0.6752,0.798,777.74,0.088,0.6986,0.7363,0.665,high 3776,Kenya,2020,capital,Health,Senior,50.61,1584378,0.1032,1420887,0.409,581159,32,0.6161,0.8417,869.78,0.0773,0.5959,0.6785,0.6601,high 3777,South Africa,2019,capital,Justice,Junior,59.58,3399491,0.1606,2853475,0.6021,1718066,36,0.673,0.8616,584.84,0.0745,0.7209,0.6606,0.7178,high 3778,Nigeria,2018,capital,Administration,Mid_Level,198.33,4101184,0.2194,3201187,0.3077,984975,16,0.5894,0.7828,269.44,0.0579,0.5133,0.432,0.524,moderate 3779,Uganda,2021,rural,Health,Junior,44.58,385818,0.3427,253590,0.2167,54948,16,0.5408,0.7906,193.95,0.0519,0.4864,0.4249,0.4682,low 3780,Ghana,2020,urban,Social_Services,Senior,31.29,879002,0.1456,751034,0.4195,315033,28,0.5676,0.709,270.34,0.0677,0.5161,0.3225,0.5787,moderate 3781,Uganda,2019,rural,Agriculture,Senior,41.86,299385,0.4252,172094,0.1824,31397,13,0.6226,0.7219,396.42,0.0563,0.536,0.3698,0.4207,low 3782,Tanzania,2021,capital,Administration,Director,61.31,1204380,0.2023,960775,0.3464,332770,13,0.4809,0.7929,631.41,0.0546,0.4306,0.4774,0.5283,moderate 3783,Rwanda,2018,urban,Security,Mid_Level,12.14,323459,0.1132,286842,0.4393,126016,40,0.6832,0.9181,575.46,0.0692,0.6316,0.642,0.6966,high 3784,Senegal,2018,capital,Education,Junior,15.34,342229,0.1177,301947,0.3545,107026,16,0.5692,0.7279,187.45,0.0565,0.4251,0.4521,0.5461,moderate 3785,Ghana,2020,rural,Security,Mid_Level,31.29,803044,0.2331,615816,0.2722,167640,22,0.5124,0.7274,244.38,0.0512,0.5612,0.3213,0.5121,moderate 3786,Ethiopia,2019,rural,Social_Services,Mid_Level,111.37,1371912,0.3819,848027,0.1818,154178,10,0.4803,0.6807,93.2,0.0577,0.2992,0.2178,0.3788,low 3787,Botswana,2025,urban,Security,Mid_Level,2.64,107503,0.1332,93183,0.5881,54800,46,0.6799,0.8751,592.05,0.0712,0.6293,0.6893,0.7418,high 3788,Ethiopia,2018,remote,Education,Junior,108.65,1407316,0.4668,750370,0.1165,87381,9,0.5875,0.6194,129.59,0.072,0.3089,0.1713,0.3258,critical 3789,Botswana,2020,urban,Education,Mid_Level,2.45,111664,0.1379,96268,0.5475,52704,50,0.6408,0.8369,597.54,0.0881,0.6332,0.5366,0.7199,high 3790,Kenya,2023,urban,Finance,Junior,53.87,1818468,0.1176,1604525,0.3785,607368,32,0.6892,0.9165,421.45,0.0728,0.6157,0.7564,0.6699,high 3791,Kenya,2018,remote,Security,Senior,48.55,1556573,0.2347,1191282,0.2118,252353,38,0.6716,0.9051,815.21,0.0951,0.698,0.6635,0.6112,moderate 3792,DRC,2018,capital,Health,Junior,86.92,464765,0.2893,330289,0.168,55500,8,0.5298,0.7055,108.69,0.0495,0.331,0.2274,0.4013,low 3793,Nigeria,2020,capital,Administration,Director,208.37,4788938,0.1913,3872891,0.3197,1238280,18,0.5867,0.6815,540.33,0.0706,0.4316,0.3442,0.5069,moderate 3794,Ghana,2022,remote,Administration,Junior,32.62,843221,0.3558,543201,0.2182,118510,20,0.6137,0.7517,249.07,0.0597,0.4419,0.4463,0.4672,low 3795,DRC,2020,capital,Finance,Mid_Level,92.57,564325,0.3608,360691,0.1985,71611,8,0.5403,0.6587,112.3,0.0593,0.3024,0.2241,0.3809,low 3796,Ghana,2023,capital,ICT,Director,33.3,777376,0.1919,628176,0.4232,265821,20,0.6184,0.6822,695.36,0.068,0.4776,0.3735,0.5453,moderate 3797,Tanzania,2020,urban,Agriculture,Senior,59.53,1195795,0.2018,954428,0.3057,291758,16,0.5801,0.6967,367.57,0.0602,0.5194,0.331,0.5055,moderate 3798,Botswana,2021,rural,Justice,Mid_Level,2.49,124372,0.1851,101348,0.4182,42388,52,0.7566,0.9106,379.06,0.0801,0.7683,0.5484,0.7065,high 3799,Senegal,2019,urban,Agriculture,Mid_Level,15.76,352936,0.1436,302241,0.3887,117492,18,0.6334,0.7493,181.07,0.0595,0.5231,0.4608,0.5671,moderate 3800,Kenya,2022,remote,Education,Junior,52.76,1815249,0.2393,1380935,0.2108,291154,26,0.6265,0.8303,584.97,0.0724,0.686,0.6539,0.5664,moderate 3801,Ethiopia,2025,capital,Education,Junior,129.15,1778232,0.2388,1353576,0.2633,356356,10,0.5858,0.6242,118.23,0.0715,0.2636,0.2097,0.4221,low 3802,Ethiopia,2025,capital,Social_Services,Junior,129.15,1410625,0.2426,1068340,0.257,274526,7,0.5154,0.6756,94.05,0.0534,0.2687,0.1621,0.4155,low 3803,Ghana,2021,urban,Administration,Mid_Level,31.94,911265,0.1985,730381,0.4403,321584,21,0.5258,0.7337,248.77,0.0678,0.5062,0.4724,0.5709,moderate 3804,Senegal,2020,rural,Security,Junior,16.18,386460,0.228,298330,0.2323,69313,20,0.6045,0.785,237.61,0.0653,0.4641,0.3688,0.5021,moderate 3805,Senegal,2018,urban,Education,Mid_Level,15.34,384646,0.1944,309879,0.3387,104967,25,0.6829,0.7535,225.09,0.0517,0.4514,0.4567,0.5524,moderate 3806,Nigeria,2020,urban,Justice,Senior,208.37,3802863,0.242,2882659,0.3247,936036,17,0.5714,0.7916,284.89,0.0497,0.5618,0.4741,0.5355,moderate 3807,Ethiopia,2022,capital,Health,Junior,119.93,1345294,0.3006,940909,0.2119,199414,7,0.5617,0.6185,99.56,0.062,0.2621,0.2103,0.3853,low 3808,Uganda,2018,capital,Finance,Mid_Level,40.56,295664,0.2764,213941,0.3377,72250,14,0.518,0.6916,315.8,0.0512,0.4698,0.3726,0.4883,low 3809,South Africa,2020,capital,Education,Mid_Level,60.06,2901613,0.1681,2413980,0.5264,1270656,29,0.6764,0.873,533.64,0.0688,0.7259,0.7271,0.6883,high 3810,Rwanda,2025,rural,Finance,Senior,14.34,372068,0.1394,320219,0.3594,115088,45,0.59,0.7839,600.24,0.0906,0.7464,0.7186,0.6816,high 3811,Ghana,2025,urban,Justice,Junior,34.71,942229,0.1941,759338,0.4416,335302,28,0.5213,0.78,190.25,0.0611,0.4486,0.3992,0.5836,moderate 3812,Tanzania,2024,urban,Health,Junior,67.0,1087927,0.1729,899782,0.3262,293530,20,0.5851,0.7128,254.45,0.0708,0.4826,0.3878,0.5323,moderate 3813,DRC,2021,capital,Education,Mid_Level,95.53,514998,0.3334,343309,0.1738,59680,7,0.5359,0.6143,106.3,0.0606,0.3142,0.2269,0.3739,low 3814,Tanzania,2024,urban,Health,Junior,67.0,1025269,0.1731,847795,0.2646,224360,20,0.588,0.6804,267.65,0.0675,0.4293,0.3403,0.5019,moderate 3815,Mozambique,2021,capital,Health,Mid_Level,30.47,310370,0.2874,221169,0.1886,41723,14,0.4757,0.6242,87.5,0.0539,0.3284,0.17,0.4038,low 3816,Ghana,2019,rural,Health,Mid_Level,30.64,856748,0.1987,686531,0.2385,163734,23,0.654,0.8153,295.18,0.0636,0.489,0.4462,0.5333,moderate 3817,Nigeria,2024,capital,Security,Senior,230.0,5153208,0.2184,4027904,0.3851,1551139,24,0.5413,0.7575,463.54,0.0632,0.5647,0.3281,0.5546,moderate 3818,Tanzania,2019,capital,Health,Mid_Level,57.79,1009550,0.1579,850172,0.359,305174,19,0.4964,0.7409,283.03,0.0505,0.5442,0.4186,0.5552,moderate 3819,South Africa,2023,capital,Justice,Junior,61.51,3612325,0.1341,3127823,0.5025,1571583,44,0.6422,0.8175,368.76,0.0902,0.6915,0.6222,0.7061,high 3820,Uganda,2019,rural,Infrastructure,Junior,41.86,293246,0.3763,182908,0.187,34210,19,0.5326,0.6978,181.7,0.0645,0.4686,0.3638,0.4381,low 3821,Uganda,2018,capital,Education,Junior,40.56,340271,0.2017,271633,0.288,78218,19,0.6073,0.8249,186.91,0.0577,0.4595,0.4706,0.5358,moderate 3822,Senegal,2025,rural,Education,Mid_Level,18.49,451971,0.2224,351460,0.2764,97133,24,0.524,0.7887,206.29,0.0689,0.4714,0.4103,0.53,moderate 3823,DRC,2020,capital,Justice,Mid_Level,92.57,626011,0.3293,419877,0.1632,68507,6,0.5066,0.628,113.38,0.0534,0.344,0.1669,0.3688,low 3824,South Africa,2023,urban,Infrastructure,Mid_Level,61.51,3655067,0.183,2986261,0.461,1376589,34,0.6986,0.8463,561.46,0.076,0.75,0.6303,0.6695,high 3825,Tanzania,2021,remote,Infrastructure,Junior,61.31,1114066,0.2651,818696,0.1569,128419,19,0.5019,0.7433,264.83,0.0534,0.4577,0.427,0.4704,low 3826,Ghana,2025,urban,Education,Executive,34.71,954979,0.2114,753104,0.3326,250463,31,0.6873,0.72,1074.53,0.0521,0.4877,0.4164,0.5562,moderate 3827,Ghana,2018,remote,Administration,Senior,30.01,666736,0.3203,453181,0.2346,106314,19,0.6015,0.7056,417.72,0.0635,0.5557,0.3977,0.4773,low 3828,South Africa,2024,capital,Security,Senior,62.0,3505825,0.175,2892241,0.561,1622620,41,0.7467,0.82,861.76,0.0862,0.766,0.6494,0.7135,high 3829,Botswana,2021,capital,Administration,Junior,2.49,113635,0.0985,102444,0.5961,61064,40,0.6768,0.89,533.0,0.065,0.7643,0.6658,0.7509,high 3830,Botswana,2019,urban,Social_Services,Director,2.41,118819,0.1455,101534,0.5264,53447,42,0.7319,0.8321,1404.39,0.0836,0.6271,0.6003,0.6978,high 3831,Tanzania,2019,capital,Finance,Junior,57.79,906561,0.1554,765708,0.348,266454,21,0.5775,0.7664,272.57,0.0636,0.573,0.4174,0.5647,moderate 3832,Senegal,2022,remote,Security,Mid_Level,17.07,402756,0.2402,306007,0.2019,61794,25,0.6249,0.7032,252.25,0.0674,0.4854,0.4684,0.5038,moderate 3833,Ethiopia,2018,rural,Education,Mid_Level,108.65,1479548,0.4326,839500,0.157,131777,12,0.542,0.6584,106.11,0.0612,0.3194,0.2007,0.3619,low 3834,Tanzania,2019,capital,Education,Senior,57.79,1183632,0.1804,970111,0.3692,358136,13,0.6106,0.7181,301.98,0.0546,0.4997,0.414,0.5288,moderate 3835,South Africa,2018,urban,Security,Senior,59.11,2882974,0.1537,2439979,0.5217,1272889,42,0.6674,0.8579,749.75,0.077,0.7605,0.751,0.7268,high 3836,Ethiopia,2023,urban,ICT,Junior,122.93,1675174,0.3221,1135674,0.2339,265600,9,0.513,0.614,92.08,0.0555,0.2779,0.2027,0.3906,low 3837,DRC,2024,capital,Justice,Junior,105.0,656665,0.3363,435835,0.1928,84039,5,0.4422,0.6069,154.59,0.0562,0.3113,0.1846,0.3673,low 3838,Ghana,2021,urban,Education,Junior,31.94,724504,0.1641,605586,0.3754,227365,29,0.5599,0.7044,212.1,0.0669,0.4621,0.4511,0.5723,moderate 3839,Ethiopia,2020,urban,Education,Junior,114.15,1336831,0.3017,933521,0.2529,236043,11,0.6063,0.7012,114.74,0.0666,0.2974,0.2076,0.421,low 3840,Ethiopia,2023,rural,Infrastructure,Junior,122.93,1683009,0.3424,1106778,0.1418,156912,7,0.548,0.6243,148.35,0.0622,0.3253,0.1716,0.3607,low 3841,Tanzania,2021,rural,Education,Junior,61.31,1187911,0.2832,851447,0.251,213719,18,0.5217,0.8068,319.3,0.0597,0.4377,0.3605,0.4878,low 3842,Nigeria,2024,capital,Education,Junior,230.0,4997989,0.195,4023562,0.3628,1459584,22,0.6383,0.7257,200.78,0.0524,0.449,0.3383,0.5345,moderate 3843,Senegal,2021,capital,Justice,Junior,16.62,415321,0.116,367159,0.3639,133601,25,0.667,0.6881,295.16,0.066,0.494,0.4203,0.5691,moderate 3844,Mozambique,2020,urban,Health,Junior,29.66,298969,0.2317,229687,0.1756,40332,9,0.5574,0.672,138.31,0.0714,0.3432,0.1766,0.4112,low 3845,Tanzania,2020,rural,Health,Junior,59.53,1185174,0.2543,883783,0.223,197054,20,0.6337,0.8047,309.23,0.0551,0.5224,0.3378,0.4989,low 3846,South Africa,2025,capital,Education,Director,62.5,3441616,0.1391,2962789,0.473,1401326,39,0.6739,0.8786,998.5,0.0866,0.6711,0.7654,0.7064,high 3847,Nigeria,2023,remote,Health,Director,224.39,4996546,0.3766,3114754,0.2057,640786,22,0.6753,0.7885,780.7,0.0527,0.4545,0.4012,0.4661,low 3848,Kenya,2023,capital,Finance,Junior,53.87,2126094,0.1317,1846019,0.4135,763377,24,0.6843,0.8323,530.69,0.0943,0.7957,0.5449,0.6394,moderate 3849,Rwanda,2023,remote,Health,Mid_Level,13.67,443871,0.1494,377538,0.2435,91915,41,0.5757,0.7819,452.53,0.0825,0.7953,0.7633,0.6491,moderate 3850,Uganda,2024,rural,Health,Junior,49.0,424851,0.4273,243304,0.1977,48109,16,0.6478,0.7685,291.82,0.0712,0.5315,0.3411,0.4351,low 3851,Rwanda,2025,rural,Education,Executive,14.34,375843,0.1693,312199,0.3704,115633,43,0.7447,0.7753,2542.66,0.0834,0.7044,0.7777,0.6723,high 3852,Ethiopia,2018,rural,Security,Junior,108.65,1114077,0.4394,624600,0.1522,95079,9,0.5557,0.6352,99.45,0.0537,0.2719,0.2173,0.3449,critical 3853,Nigeria,2019,remote,Health,Junior,203.29,4434928,0.3135,3044513,0.1848,562476,17,0.6473,0.7078,185.65,0.0627,0.4814,0.4646,0.4611,low 3854,Tanzania,2025,rural,Health,Mid_Level,69.01,1090208,0.2139,857050,0.2037,174538,17,0.5597,0.7914,253.51,0.0543,0.446,0.4112,0.4944,low 3855,Senegal,2023,capital,Security,Senior,17.53,355767,0.1624,297990,0.4359,129888,27,0.5426,0.6823,425.98,0.0572,0.4517,0.3915,0.5725,moderate 3856,DRC,2022,capital,Health,Senior,98.59,583744,0.2873,416045,0.2046,85114,9,0.5203,0.6205,204.75,0.0654,0.3346,0.1611,0.3945,low 3857,Ghana,2023,urban,ICT,Junior,33.3,829381,0.1952,667503,0.414,276360,26,0.5989,0.8114,261.51,0.0605,0.5536,0.3909,0.5859,moderate 3858,Senegal,2022,urban,Education,Mid_Level,17.07,356983,0.132,309845,0.3506,108630,24,0.5159,0.7601,221.51,0.049,0.4395,0.4346,0.5661,moderate 3859,South Africa,2022,remote,Security,Director,61.02,3025571,0.2944,2134833,0.2747,586544,40,0.7387,0.8547,1072.73,0.0865,0.6506,0.5417,0.5925,moderate 3860,Tanzania,2022,capital,Security,Junior,63.15,1261655,0.1693,1048065,0.3255,341183,17,0.6044,0.6983,226.2,0.0544,0.4832,0.4659,0.5312,moderate 3861,Tanzania,2023,urban,Health,Mid_Level,65.05,1275807,0.187,1037247,0.3452,358084,16,0.5065,0.7992,259.84,0.0604,0.5639,0.452,0.551,moderate 3862,Kenya,2025,rural,Agriculture,Mid_Level,56.15,1880513,0.157,1585221,0.3512,556749,24,0.6653,0.8096,421.82,0.0642,0.6706,0.5431,0.6014,moderate 3863,Ghana,2019,rural,Finance,Junior,30.64,724021,0.1926,584582,0.3149,184070,30,0.5927,0.7111,191.04,0.0649,0.4431,0.4271,0.5493,moderate 3864,Tanzania,2020,rural,Education,Junior,59.53,999953,0.2841,715896,0.2364,169265,19,0.5455,0.7703,181.33,0.0625,0.5422,0.3421,0.4896,low 3865,Ethiopia,2024,remote,ICT,Junior,126.0,1691456,0.4333,958508,0.1157,110860,10,0.4949,0.6298,149.38,0.0522,0.3035,0.2262,0.343,critical 3866,DRC,2019,remote,ICT,Junior,89.7,533838,0.4827,276157,0.1024,28289,6,0.5127,0.6724,130.84,0.0637,0.2565,0.2187,0.3183,critical 3867,Mozambique,2023,rural,Security,Junior,32.13,289148,0.3186,197024,0.1359,26778,9,0.4855,0.6395,128.9,0.061,0.3303,0.1915,0.3749,low 3868,South Africa,2021,capital,Justice,Mid_Level,60.54,2848211,0.1333,2468680,0.4867,1201572,37,0.5582,0.8974,445.44,0.0934,0.652,0.6153,0.6922,high 3869,Ghana,2025,capital,Social_Services,Junior,34.71,866664,0.1839,707253,0.3771,266725,18,0.5273,0.7143,236.06,0.0659,0.4322,0.4115,0.5348,moderate 3870,Botswana,2023,rural,ICT,Senior,2.56,101549,0.1462,86701,0.4094,35496,37,0.5988,0.9094,732.72,0.0767,0.6936,0.5867,0.6727,high 3871,Botswana,2018,remote,Education,Mid_Level,2.38,92834,0.1805,76074,0.2536,19294,32,0.6564,0.7679,487.06,0.0853,0.6713,0.559,0.5865,moderate 3872,Tanzania,2019,capital,Education,Junior,57.79,1008051,0.1565,850285,0.3092,262914,19,0.4936,0.7412,314.38,0.0663,0.4749,0.4078,0.5351,moderate 3873,DRC,2025,rural,Agriculture,Mid_Level,108.36,727058,0.4214,420676,0.1228,51672,7,0.523,0.5902,141.11,0.0524,0.3056,0.2339,0.3353,critical 3874,Mozambique,2020,urban,Finance,Mid_Level,29.66,272623,0.3155,186619,0.2057,38388,9,0.5375,0.6318,109.25,0.0716,0.2915,0.1619,0.3852,low 3875,Nigeria,2020,rural,Infrastructure,Junior,208.37,3752534,0.3323,2505477,0.2045,512423,16,0.6453,0.7733,211.83,0.0527,0.4875,0.4233,0.4651,low 3876,Uganda,2019,rural,Health,Junior,41.86,343948,0.3897,209914,0.2103,44151,12,0.5292,0.6806,175.07,0.058,0.5065,0.4514,0.433,low 3877,Kenya,2025,urban,Social_Services,Junior,56.15,2152139,0.1217,1890259,0.4281,809196,24,0.5903,0.8757,425.62,0.0899,0.7895,0.6684,0.6637,high 3878,Senegal,2019,rural,Education,Junior,15.76,324274,0.2107,255939,0.2349,60128,19,0.558,0.7881,303.65,0.0678,0.454,0.4496,0.5121,moderate 3879,South Africa,2023,capital,Education,Junior,61.51,3196495,0.173,2643608,0.5257,1389692,29,0.6599,0.8988,521.68,0.0792,0.7571,0.5257,0.6738,high 3880,Mozambique,2022,remote,Social_Services,Junior,31.29,352081,0.4229,203195,0.1095,22254,12,0.4714,0.6015,123.19,0.0523,0.2927,0.2165,0.3428,critical 3881,Senegal,2023,remote,Administration,Director,17.53,373141,0.2292,287629,0.2016,57994,27,0.6571,0.7796,738.47,0.0578,0.5003,0.352,0.5128,moderate 3882,Botswana,2023,urban,Education,Junior,2.56,115641,0.128,100837,0.5797,58452,56,0.6825,0.8214,434.36,0.0737,0.748,0.6836,0.7693,high 3883,Mozambique,2018,rural,Social_Services,Junior,28.12,315460,0.3466,206107,0.1366,28145,11,0.4856,0.5978,101.33,0.0481,0.307,0.1708,0.3624,low 3884,Ethiopia,2018,rural,Agriculture,Mid_Level,108.65,1305269,0.4846,672779,0.142,95530,11,0.5295,0.7024,100.89,0.0707,0.333,0.1739,0.3479,critical 3885,South Africa,2021,capital,Health,Junior,60.54,3242224,0.146,2768807,0.5127,1419662,35,0.5749,0.8029,508.83,0.0691,0.7692,0.7114,0.6977,high 3886,DRC,2025,urban,Education,Junior,108.36,620894,0.4206,359736,0.1695,60980,10,0.6071,0.6344,115.53,0.0552,0.3218,0.2056,0.3601,low 3887,Ghana,2018,remote,Justice,Director,30.01,693952,0.3304,464698,0.2184,101505,19,0.5345,0.7038,495.02,0.0636,0.5549,0.4781,0.4784,low 3888,Senegal,2019,rural,Health,Junior,15.76,382732,0.2541,285461,0.2921,83396,21,0.6253,0.7304,280.15,0.0517,0.4433,0.4774,0.5136,moderate 3889,Senegal,2020,remote,Health,Senior,16.18,402604,0.2177,314965,0.1856,58464,26,0.5142,0.7207,320.6,0.0512,0.4382,0.3598,0.4949,low 3890,DRC,2019,remote,Health,Junior,89.7,587789,0.6,235115,0.1,23511,7,0.5037,0.7116,146.42,0.0543,0.2965,0.2197,0.3009,critical 3891,Botswana,2024,capital,ICT,Senior,2.6,117124,0.112,104002,0.5772,60032,53,0.7219,0.9031,913.59,0.0865,0.6048,0.6364,0.7584,high 3892,Senegal,2020,capital,Security,Mid_Level,16.18,309100,0.151,262421,0.3483,91399,27,0.644,0.6756,305.71,0.0496,0.4267,0.3832,0.5492,moderate 3893,Ethiopia,2019,remote,Administration,Senior,111.37,1283548,0.4813,665714,0.1143,76114,7,0.5919,0.6167,153.02,0.0652,0.3106,0.2367,0.323,critical 3894,Nigeria,2025,urban,Administration,Director,235.75,5218734,0.2639,3841369,0.3399,1305678,15,0.6204,0.7211,784.43,0.0605,0.4985,0.453,0.5098,moderate 3895,Tanzania,2021,capital,Justice,Junior,61.31,1218190,0.2053,968128,0.3251,314743,19,0.4926,0.7941,243.9,0.0543,0.5563,0.3855,0.5408,moderate 3896,Senegal,2024,urban,Administration,Mid_Level,18.0,415862,0.1376,358630,0.3781,135611,22,0.6265,0.8051,280.48,0.06,0.5528,0.4381,0.585,moderate 3897,South Africa,2024,remote,Health,Mid_Level,62.0,2915256,0.3135,2001447,0.2645,529365,45,0.6028,0.8704,383.85,0.0753,0.7075,0.6998,0.6216,moderate 3898,Ghana,2022,rural,Health,Mid_Level,32.62,787450,0.2068,624601,0.3097,193429,32,0.5789,0.6986,289.67,0.0718,0.4878,0.4465,0.5539,moderate 3899,Botswana,2019,capital,Health,Mid_Level,2.41,111457,0.1193,98165,0.5188,50926,33,0.6384,0.8551,476.48,0.0859,0.6829,0.7427,0.7032,high 3900,Tanzania,2024,urban,Administration,Mid_Level,67.0,1193121,0.2155,936000,0.3502,327750,12,0.4946,0.7958,241.27,0.0686,0.4777,0.4761,0.5284,moderate 3901,Mozambique,2019,remote,Justice,Executive,28.88,259534,0.4518,142269,0.1,14226,14,0.5174,0.6534,391.66,0.065,0.3219,0.1692,0.3442,critical 3902,Mozambique,2023,capital,ICT,Senior,32.13,292556,0.2396,222453,0.2222,49430,14,0.6299,0.6395,178.79,0.0518,0.2865,0.2394,0.4291,low 3903,Kenya,2025,urban,Education,Mid_Level,56.15,1920190,0.1486,1634773,0.4571,747332,38,0.6274,0.8699,556.88,0.0847,0.7411,0.7515,0.7019,high 3904,DRC,2020,capital,Health,Mid_Level,92.57,527995,0.3208,358638,0.157,56291,10,0.5543,0.6012,113.26,0.0555,0.333,0.2301,0.3805,low 3905,DRC,2024,urban,Administration,Junior,105.0,660527,0.3634,420505,0.1619,68086,6,0.4831,0.6918,132.15,0.0703,0.3163,0.1649,0.3665,low 3906,Uganda,2018,rural,Education,Junior,40.56,315375,0.3953,190702,0.2083,39728,12,0.6131,0.8208,293.79,0.0526,0.5441,0.4035,0.4511,low 3907,Nigeria,2018,rural,ICT,Junior,198.33,3446913,0.2677,2524268,0.2442,616450,23,0.5361,0.7079,313.35,0.0692,0.5624,0.3481,0.4989,low 3908,DRC,2025,urban,Infrastructure,Mid_Level,108.36,743362,0.3258,501156,0.1877,94046,10,0.6076,0.6314,111.0,0.0529,0.2978,0.1799,0.3829,low 3909,Kenya,2023,rural,Administration,Junior,53.87,1846683,0.181,1512341,0.3595,543714,26,0.5689,0.7985,582.56,0.0761,0.7975,0.7746,0.6366,moderate 3910,Ethiopia,2025,rural,Administration,Junior,129.15,1499965,0.4155,876801,0.1695,148585,7,0.5337,0.7106,88.85,0.0501,0.3399,0.2265,0.3692,low 3911,Nigeria,2018,urban,Education,Junior,198.33,3433779,0.2025,2738466,0.3451,945101,17,0.5352,0.7144,189.57,0.0622,0.5347,0.4768,0.5365,moderate 3912,Tanzania,2019,capital,Security,Junior,57.79,1042979,0.1907,844103,0.3279,276774,16,0.5538,0.7435,175.11,0.0525,0.5164,0.3228,0.5198,moderate 3913,Ghana,2020,urban,Finance,Junior,31.29,870277,0.1505,739287,0.4284,316708,32,0.5675,0.6856,193.17,0.0685,0.5709,0.4146,0.6009,moderate 3914,Mozambique,2025,rural,Agriculture,Director,33.89,335682,0.3704,211335,0.1535,32439,13,0.5279,0.6468,248.85,0.0509,0.2867,0.1994,0.3739,low 3915,Senegal,2019,capital,Health,Senior,15.76,366794,0.1236,321464,0.4026,129414,21,0.5955,0.7993,369.6,0.0549,0.542,0.3455,0.5809,moderate 3916,Nigeria,2025,remote,Education,Senior,235.75,5311922,0.4379,2985917,0.1592,475287,16,0.5624,0.7578,339.92,0.0498,0.4894,0.365,0.4194,low 3917,DRC,2021,urban,Finance,Mid_Level,95.53,549181,0.3183,374357,0.1599,59852,6,0.4555,0.6674,129.64,0.0556,0.3413,0.2231,0.3819,low 3918,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,121893,0.1345,105500,0.5173,54574,35,0.6999,0.8308,532.51,0.0758,0.6963,0.6861,0.6961,high 3919,Senegal,2022,capital,Education,Junior,17.07,384000,0.1379,331035,0.3548,117447,15,0.6049,0.6831,232.11,0.0589,0.493,0.3422,0.5277,moderate 3920,Botswana,2023,capital,Security,Junior,2.56,116002,0.1099,103258,0.6547,67599,40,0.5913,0.8263,499.71,0.0661,0.7879,0.5717,0.7461,high 3921,DRC,2025,urban,Infrastructure,Mid_Level,108.36,565304,0.3476,368801,0.1542,56865,6,0.5506,0.6065,125.97,0.0574,0.3429,0.2325,0.3652,low 3922,Uganda,2018,rural,Health,Mid_Level,40.56,354868,0.3294,237976,0.214,50934,12,0.6093,0.7409,204.89,0.0493,0.516,0.4293,0.4568,low 3923,Nigeria,2023,urban,Finance,Mid_Level,224.39,3859506,0.2016,3081621,0.3058,942348,23,0.5816,0.6819,309.26,0.0572,0.4365,0.387,0.5182,moderate 3924,Rwanda,2025,rural,Agriculture,Senior,14.34,432200,0.1615,362395,0.3703,134191,45,0.6689,0.8035,833.26,0.0684,0.6941,0.7713,0.6818,high 3925,Botswana,2021,capital,Health,Director,2.49,118842,0.1214,104415,0.5535,57795,45,0.6919,0.8954,1257.04,0.0738,0.7068,0.6971,0.7452,high 3926,Rwanda,2018,urban,Education,Senior,12.14,352092,0.1136,312105,0.4558,142267,59,0.8309,0.7792,533.85,0.0865,0.7276,0.6642,0.7391,high 3927,Senegal,2021,rural,Security,Junior,16.62,346386,0.2559,257743,0.2488,64116,18,0.651,0.7809,258.76,0.0664,0.4583,0.4093,0.4971,low 3928,Tanzania,2020,remote,Health,Junior,59.53,989153,0.3218,670876,0.1495,100298,18,0.6119,0.6762,308.08,0.0685,0.4326,0.3309,0.4297,low 3929,Senegal,2022,urban,Infrastructure,Mid_Level,17.07,390968,0.177,321763,0.3897,125392,23,0.5219,0.6954,267.06,0.065,0.5381,0.403,0.5591,moderate 3930,Kenya,2022,remote,Education,Junior,52.76,2106442,0.2627,1553103,0.2045,317625,32,0.6722,0.7952,359.57,0.0652,0.7136,0.5799,0.5641,moderate 3931,Ethiopia,2020,capital,Security,Senior,114.15,1465761,0.2393,1115057,0.2729,304321,12,0.5084,0.7128,173.97,0.049,0.3068,0.2021,0.4462,low 3932,DRC,2024,urban,Justice,Senior,105.0,542105,0.3849,333431,0.164,54677,6,0.5109,0.6964,200.5,0.0631,0.2623,0.2133,0.3618,low 3933,Rwanda,2024,remote,Social_Services,Junior,14.0,475884,0.201,380222,0.2145,81539,56,0.6814,0.8679,434.84,0.0874,0.6342,0.737,0.6607,high 3934,Uganda,2018,capital,Health,Junior,40.56,339747,0.2381,258840,0.2978,77086,18,0.5822,0.7511,237.91,0.0715,0.4614,0.3449,0.5032,moderate 3935,South Africa,2021,rural,Health,Senior,60.54,2999627,0.2413,2275939,0.3247,739031,48,0.6627,0.7968,533.89,0.0739,0.6746,0.5291,0.6308,moderate 3936,Rwanda,2022,urban,Infrastructure,Junior,13.35,386493,0.1282,336940,0.4422,149007,58,0.6495,0.7859,649.68,0.0847,0.7346,0.6307,0.7279,high 3937,Rwanda,2024,remote,Health,Junior,14.0,466125,0.1497,396346,0.2414,95658,37,0.6301,0.841,404.04,0.0666,0.6827,0.6538,0.6252,moderate 3938,Ethiopia,2023,rural,Health,Junior,122.93,1627252,0.4363,917291,0.177,162390,12,0.5208,0.6023,90.04,0.051,0.3164,0.1696,0.3541,low 3939,Senegal,2025,rural,ICT,Mid_Level,18.49,370372,0.1873,300990,0.2766,83245,15,0.623,0.6794,265.67,0.0573,0.5167,0.4451,0.5079,moderate 3940,Ghana,2018,remote,Agriculture,Junior,30.01,858194,0.3374,568643,0.1887,107308,18,0.6446,0.7627,244.52,0.0499,0.5063,0.3634,0.4592,low 3941,Mozambique,2019,urban,Health,Mid_Level,28.88,299336,0.3105,206402,0.1697,35017,9,0.5798,0.6597,84.65,0.0655,0.2925,0.181,0.3836,low 3942,Tanzania,2024,urban,Finance,Senior,67.0,1079258,0.2032,859952,0.2714,233395,23,0.5586,0.8115,345.08,0.0683,0.5397,0.3572,0.536,moderate 3943,Botswana,2023,capital,Health,Junior,2.56,122552,0.0976,110591,0.5981,66142,52,0.6677,0.7824,528.98,0.0682,0.5955,0.554,0.7374,high 3944,Botswana,2020,rural,Education,Director,2.45,118247,0.2008,94507,0.403,38090,32,0.5618,0.8108,1402.5,0.0846,0.6381,0.7015,0.6362,moderate 3945,Nigeria,2020,rural,Education,Junior,208.37,4160923,0.3577,2672602,0.2506,669632,18,0.5752,0.7408,179.7,0.0642,0.4558,0.4055,0.4655,low 3946,DRC,2018,rural,Health,Junior,86.92,503254,0.5323,235374,0.137,32257,6,0.4673,0.6658,99.65,0.0486,0.2759,0.1788,0.3115,critical 3947,Botswana,2022,urban,Education,Junior,2.52,105658,0.1442,90418,0.5218,47179,54,0.8225,0.8493,628.55,0.0696,0.6601,0.6913,0.7419,high 3948,Kenya,2019,urban,Administration,Executive,49.57,1753163,0.1478,1494075,0.4536,677752,33,0.6048,0.8694,1814.75,0.088,0.6215,0.7068,0.6722,high 3949,DRC,2022,capital,Social_Services,Mid_Level,98.59,633214,0.2718,461083,0.1614,74408,9,0.5307,0.6235,121.36,0.0569,0.3426,0.1758,0.3902,low 3950,Senegal,2022,urban,Health,Mid_Level,17.07,334562,0.1474,285251,0.3507,100027,20,0.6514,0.7726,185.41,0.0514,0.5129,0.3561,0.5536,moderate 3951,South Africa,2019,remote,Security,Junior,59.58,2710364,0.3186,1846728,0.2763,510170,35,0.6452,0.9174,369.03,0.0874,0.7762,0.6553,0.6077,moderate 3952,Tanzania,2025,capital,Security,Junior,69.01,1197113,0.1856,974934,0.347,338333,16,0.5429,0.747,323.93,0.0672,0.4799,0.3781,0.5282,moderate 3953,Tanzania,2025,rural,Security,Mid_Level,69.01,1077092,0.221,839074,0.2116,177562,17,0.604,0.7923,307.72,0.0545,0.5372,0.4791,0.5106,moderate 3954,Ghana,2019,capital,Administration,Junior,30.64,816620,0.1528,691849,0.4018,277981,31,0.5961,0.7361,177.35,0.0524,0.4792,0.4265,0.5908,moderate 3955,Mozambique,2018,urban,Education,Senior,28.12,262263,0.3331,174890,0.2244,39240,9,0.5163,0.6803,155.01,0.0678,0.3426,0.2105,0.4027,low 3956,Uganda,2019,capital,Finance,Junior,41.86,362397,0.2371,276472,0.3119,86231,15,0.4821,0.7812,298.86,0.0593,0.5123,0.343,0.5089,moderate 3957,Senegal,2023,remote,Security,Junior,17.53,363543,0.319,247563,0.2017,49931,19,0.5934,0.6995,313.7,0.0574,0.4538,0.332,0.4517,low 3958,South Africa,2018,urban,Security,Mid_Level,59.11,2957917,0.191,2392929,0.5455,1305283,42,0.6911,0.7977,607.43,0.0667,0.7635,0.6288,0.7025,high 3959,Ethiopia,2018,capital,ICT,Mid_Level,108.65,1282043,0.3276,861984,0.2373,204581,12,0.6061,0.6825,90.85,0.0709,0.3115,0.1927,0.4102,low 3960,Senegal,2024,capital,Health,Mid_Level,18.0,411391,0.1454,351572,0.4041,142075,27,0.5406,0.7264,219.02,0.0704,0.4531,0.3788,0.5743,moderate 3961,Senegal,2025,rural,Health,Director,18.49,353025,0.2179,276103,0.2362,65214,23,0.5536,0.7976,649.45,0.0555,0.5548,0.4444,0.5316,moderate 3962,Senegal,2021,urban,Finance,Mid_Level,16.62,404862,0.1344,350456,0.3402,119231,25,0.6835,0.698,181.52,0.0673,0.5706,0.4344,0.5691,moderate 3963,South Africa,2022,capital,ICT,Mid_Level,61.02,3422374,0.1752,2822695,0.6009,1696034,29,0.5273,0.8029,623.09,0.0811,0.731,0.61,0.6834,high 3964,Senegal,2021,urban,Administration,Junior,16.62,402420,0.1397,346213,0.3327,115185,17,0.5328,0.7751,196.22,0.0609,0.4255,0.4773,0.5473,moderate 3965,Mozambique,2018,rural,Social_Services,Executive,28.12,293915,0.4004,176240,0.1465,25816,13,0.6134,0.6536,543.41,0.0711,0.2651,0.2072,0.3643,low 3966,Nigeria,2018,urban,Security,Junior,198.33,3490702,0.2547,2601651,0.3047,792607,20,0.5191,0.8234,232.41,0.0677,0.4827,0.3759,0.5219,moderate 3967,Ghana,2019,urban,Administration,Mid_Level,30.64,663393,0.183,542019,0.3847,208537,27,0.6546,0.7599,306.38,0.0634,0.4757,0.3802,0.5675,moderate 3968,Botswana,2024,capital,Health,Senior,2.6,114454,0.0998,103036,0.633,65216,36,0.6889,0.8228,845.56,0.0887,0.628,0.7345,0.733,high 3969,Ghana,2022,remote,Health,Senior,32.62,934258,0.3243,631234,0.2363,149174,23,0.6278,0.7601,337.92,0.063,0.4791,0.4719,0.4946,low 3970,Tanzania,2024,remote,Security,Senior,67.0,1157820,0.3513,751067,0.1596,119887,19,0.5019,0.7938,357.39,0.0716,0.5537,0.4183,0.4659,low 3971,Botswana,2020,urban,Justice,Mid_Level,2.45,113294,0.145,96870,0.4705,45580,44,0.7502,0.8315,615.23,0.0819,0.6793,0.7778,0.7118,high 3972,Rwanda,2019,urban,Education,Executive,12.43,333892,0.0916,303322,0.4293,130209,53,0.6618,0.8206,2040.92,0.0844,0.7168,0.6799,0.7297,high 3973,DRC,2023,remote,Security,Mid_Level,101.74,591513,0.6,236605,0.1,23660,8,0.5238,0.5875,155.03,0.0514,0.3008,0.1873,0.2819,critical 3974,Ethiopia,2020,urban,Agriculture,Junior,114.15,1227649,0.3293,823431,0.2358,194162,11,0.6241,0.5912,121.09,0.058,0.2729,0.2312,0.3932,low 3975,Senegal,2019,urban,Education,Junior,15.76,376820,0.175,310877,0.3732,116007,18,0.4901,0.783,190.92,0.0574,0.5516,0.3855,0.5557,moderate 3976,Mozambique,2021,remote,Administration,Junior,30.47,338179,0.479,176203,0.1177,20731,10,0.6141,0.6886,116.36,0.0567,0.274,0.182,0.3336,critical 3977,Kenya,2021,urban,Security,Mid_Level,51.68,1642336,0.1221,1441837,0.38,547849,32,0.623,0.7829,375.54,0.0726,0.6982,0.7757,0.6593,high 3978,Ethiopia,2025,urban,Infrastructure,Mid_Level,129.15,1476842,0.36,945230,0.2062,194950,9,0.6014,0.63,120.8,0.0689,0.2845,0.2369,0.3807,low 3979,Ghana,2019,rural,Health,Mid_Level,30.64,687825,0.2523,514263,0.2898,149040,23,0.6674,0.8087,285.25,0.0653,0.4352,0.3718,0.5189,moderate 3980,Kenya,2019,urban,Health,Junior,49.57,1771928,0.117,1564657,0.388,607023,39,0.6062,0.8463,601.53,0.0761,0.6157,0.7242,0.6762,high 3981,Senegal,2023,rural,Infrastructure,Senior,17.53,368615,0.2013,294418,0.2658,78252,17,0.5907,0.8051,378.4,0.05,0.5244,0.4591,0.5277,moderate 3982,Botswana,2019,urban,Education,Senior,2.41,100553,0.1325,87227,0.5421,47289,41,0.7438,0.9182,678.04,0.0751,0.7325,0.5938,0.7253,high 3983,Ghana,2020,capital,Health,Mid_Level,31.29,740146,0.1332,641559,0.4742,304231,21,0.533,0.7534,299.61,0.0689,0.4708,0.4387,0.5917,moderate 3984,Uganda,2022,rural,Finance,Junior,46.01,403449,0.3664,255644,0.1941,49623,16,0.5514,0.8024,195.35,0.0487,0.5104,0.3611,0.4544,low 3985,Senegal,2018,capital,Justice,Director,15.34,349218,0.1597,293446,0.423,124125,26,0.5726,0.6754,673.05,0.0707,0.5581,0.3208,0.57,moderate 3986,Tanzania,2025,capital,Infrastructure,Senior,69.01,1210891,0.1889,982101,0.309,303503,23,0.511,0.7698,270.32,0.049,0.4655,0.3224,0.5318,moderate 3987,DRC,2019,capital,Administration,Junior,89.7,556250,0.3418,366107,0.1973,72245,7,0.4776,0.6008,94.26,0.0606,0.3087,0.2231,0.3747,low 3988,Uganda,2024,rural,Health,Mid_Level,49.0,341752,0.4148,199993,0.2015,40302,16,0.5843,0.7587,253.5,0.0701,0.4773,0.4446,0.4427,low 3989,South Africa,2020,capital,Education,Junior,60.06,3126183,0.1266,2730452,0.5862,1600706,42,0.5754,0.8747,636.39,0.066,0.6699,0.7526,0.7434,high 3990,Ghana,2018,remote,ICT,Junior,30.01,742471,0.3586,476235,0.1823,86805,22,0.511,0.7869,272.68,0.0687,0.4535,0.4072,0.465,low 3991,Nigeria,2023,urban,Administration,Junior,224.39,3973778,0.2053,3158006,0.3595,1135204,22,0.657,0.7675,312.73,0.061,0.5628,0.4592,0.5609,moderate 3992,Tanzania,2021,capital,ICT,Mid_Level,61.31,1183438,0.1726,979128,0.3221,315374,16,0.5395,0.7619,296.17,0.0617,0.5039,0.3691,0.5289,moderate 3993,Botswana,2021,capital,Justice,Senior,2.49,103111,0.115,91253,0.5388,49168,57,0.6841,0.9119,840.14,0.0949,0.7461,0.6784,0.7777,high 3994,Kenya,2021,urban,Health,Executive,51.68,1845339,0.1397,1587552,0.3978,631557,33,0.5787,0.8022,2057.05,0.0717,0.735,0.6179,0.6527,high 3995,Ghana,2021,rural,Security,Junior,31.94,901665,0.2235,700132,0.2983,208879,29,0.5639,0.7461,178.14,0.0559,0.4655,0.4434,0.544,moderate 3996,Ghana,2019,capital,Health,Senior,30.64,684143,0.1692,568373,0.3824,217343,20,0.6333,0.7773,409.77,0.0703,0.5555,0.4555,0.571,moderate 3997,Nigeria,2019,capital,ICT,Mid_Level,203.29,4125981,0.2005,3298905,0.3855,1271615,21,0.5227,0.6904,220.42,0.0689,0.4853,0.4596,0.5468,moderate 3998,Tanzania,2022,remote,Administration,Junior,63.15,1154214,0.3577,741371,0.1451,107573,14,0.5944,0.8122,220.55,0.0575,0.5562,0.3626,0.4456,low 3999,Botswana,2025,capital,Education,Junior,2.64,104272,0.101,93737,0.6028,56505,36,0.7289,0.8243,505.6,0.0853,0.6236,0.6988,0.7213,high 4000,Rwanda,2018,rural,Infrastructure,Junior,12.14,386983,0.1196,340695,0.3838,130770,48,0.6677,0.8185,484.98,0.089,0.7042,0.6873,0.698,high 4001,Senegal,2018,remote,Infrastructure,Mid_Level,15.34,312424,0.2243,242332,0.1826,44239,26,0.6125,0.7145,263.96,0.0564,0.4586,0.4384,0.5014,moderate 4002,Mozambique,2019,rural,Security,Junior,28.88,305802,0.309,211321,0.1575,33276,10,0.4839,0.6019,115.37,0.0549,0.2972,0.2276,0.3799,low 4003,Mozambique,2018,urban,Health,Mid_Level,28.12,291632,0.3281,195934,0.2116,41466,13,0.4958,0.6915,84.53,0.0652,0.3283,0.1781,0.4077,low 4004,Senegal,2020,capital,Social_Services,Junior,16.18,341389,0.1441,292184,0.4106,119958,24,0.6331,0.8171,213.27,0.053,0.5225,0.3434,0.5858,moderate 4005,Ghana,2023,remote,Finance,Junior,33.3,956114,0.286,682711,0.1857,126761,23,0.5188,0.6875,182.13,0.0589,0.4939,0.4373,0.4787,low 4006,Mozambique,2022,remote,Administration,Junior,31.29,269818,0.5196,129616,0.1,12961,11,0.4712,0.6447,116.38,0.0683,0.3131,0.1922,0.3198,critical 4007,Kenya,2022,urban,Education,Senior,52.76,1828458,0.1424,1568005,0.3782,593025,26,0.6202,0.8915,669.36,0.0943,0.7734,0.6564,0.6506,high 4008,Mozambique,2023,rural,Education,Junior,32.13,350683,0.3779,218145,0.1588,34634,11,0.4647,0.6015,95.32,0.0655,0.2579,0.2255,0.3613,low 4009,DRC,2023,urban,Infrastructure,Director,101.74,531667,0.3403,350728,0.1596,55977,10,0.617,0.6944,278.76,0.0693,0.2986,0.2115,0.385,low 4010,Kenya,2025,capital,Social_Services,Junior,56.15,2184316,0.1223,1917121,0.4436,850457,40,0.5838,0.7894,394.45,0.0909,0.778,0.6689,0.6934,high 4011,Kenya,2020,urban,Education,Junior,50.61,1951939,0.1185,1720614,0.3844,661473,27,0.6857,0.8267,544.43,0.065,0.7061,0.7141,0.65,high 4012,Ethiopia,2018,urban,Education,Senior,108.65,1368393,0.361,874354,0.2118,185175,10,0.5429,0.6209,171.62,0.0539,0.2565,0.2375,0.3802,low 4013,Botswana,2025,rural,Health,Junior,2.64,107922,0.193,87096,0.344,29965,37,0.6852,0.8462,546.2,0.082,0.7152,0.7469,0.6534,high 4014,Kenya,2019,capital,Finance,Mid_Level,49.57,1730029,0.1219,1519116,0.478,726152,35,0.7229,0.7735,632.5,0.0828,0.605,0.5339,0.6564,high 4015,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1342888,0.4379,754829,0.1791,135178,9,0.5675,0.5873,116.4,0.0663,0.3308,0.203,0.3493,critical 4016,Botswana,2022,capital,Education,Mid_Level,2.52,122659,0.0933,111218,0.6557,72920,57,0.6598,0.7727,452.31,0.0947,0.688,0.6016,0.778,high 4017,Senegal,2025,capital,Administration,Senior,18.49,392487,0.1606,329472,0.4135,136238,23,0.642,0.75,452.04,0.067,0.5609,0.4476,0.5841,moderate 4018,Ghana,2025,capital,Education,Mid_Level,34.71,800891,0.1854,652414,0.3797,247689,24,0.5999,0.806,213.87,0.0713,0.4688,0.3461,0.5609,moderate 4019,Tanzania,2020,remote,Health,Junior,59.53,1004521,0.3359,667121,0.1608,107256,14,0.5333,0.7789,240.42,0.0617,0.5671,0.4397,0.4587,low 4020,Mozambique,2024,urban,Infrastructure,Junior,33.0,328468,0.2433,248555,0.1991,49486,12,0.5603,0.6155,99.94,0.0568,0.3034,0.1869,0.4103,low 4021,Tanzania,2023,rural,Health,Junior,65.05,1207618,0.2674,884732,0.2132,188619,14,0.6261,0.7424,206.88,0.0653,0.4634,0.3625,0.4654,low 4022,South Africa,2024,remote,Finance,Mid_Level,62.0,3148979,0.3002,2203550,0.2885,635656,45,0.5863,0.7818,562.39,0.081,0.7931,0.5469,0.6108,moderate 4023,Kenya,2025,capital,Health,Senior,56.15,1967808,0.1098,1751819,0.4903,858985,32,0.7201,0.8966,820.17,0.0743,0.6004,0.7273,0.6924,high 4024,Senegal,2018,capital,Agriculture,Senior,15.34,328279,0.1491,279322,0.4386,122500,19,0.4972,0.7083,362.96,0.0667,0.4879,0.4142,0.5663,moderate 4025,Senegal,2022,urban,Health,Junior,17.07,341996,0.1471,291685,0.319,93049,17,0.5865,0.7432,212.53,0.0537,0.4465,0.4307,0.5347,moderate 4026,Rwanda,2021,rural,Education,Junior,13.04,429062,0.1176,378606,0.3226,122154,52,0.7429,0.8469,589.67,0.0793,0.7705,0.5842,0.6938,high 4027,Senegal,2021,capital,Agriculture,Junior,16.62,385452,0.158,324566,0.3763,122128,23,0.6332,0.8005,190.77,0.0611,0.5637,0.3654,0.5751,moderate 4028,Rwanda,2023,capital,Social_Services,Mid_Level,13.67,465466,0.1036,417225,0.5024,209595,51,0.763,0.8904,385.34,0.0736,0.7383,0.5462,0.7392,high 4029,Ethiopia,2023,remote,Education,Junior,122.93,1631787,0.5211,781428,0.132,103118,7,0.4823,0.5851,116.27,0.0692,0.3131,0.1614,0.3054,critical 4030,DRC,2018,rural,Health,Junior,86.92,552554,0.4318,313975,0.1196,37566,7,0.5033,0.6178,113.34,0.0524,0.3409,0.1853,0.3348,critical 4031,Kenya,2023,capital,Education,Mid_Level,53.87,2016920,0.0962,1822916,0.4326,788666,40,0.6309,0.9104,389.97,0.09,0.7256,0.5638,0.6996,high 4032,Botswana,2018,rural,Education,Junior,2.38,96852,0.1583,81524,0.3867,31529,44,0.7472,0.7985,573.96,0.0931,0.6027,0.7153,0.6687,high 4033,Kenya,2020,urban,Health,Junior,50.61,1565301,0.1206,1376565,0.3783,520793,44,0.7562,0.8757,447.56,0.0942,0.7991,0.7266,0.7084,high 4034,Tanzania,2023,urban,Administration,Mid_Level,65.05,1217362,0.1721,1007828,0.2638,265845,23,0.6136,0.7778,182.56,0.0581,0.4676,0.4537,0.5392,moderate 4035,Ethiopia,2021,urban,Health,Junior,117.0,1345947,0.3512,873301,0.2429,212156,9,0.5216,0.7118,111.23,0.0631,0.2671,0.1943,0.3984,low 4036,DRC,2019,urban,Education,Mid_Level,89.7,504960,0.4056,300138,0.1625,48760,5,0.5104,0.5979,94.59,0.0512,0.3264,0.1944,0.3435,critical 4037,Ghana,2018,urban,Education,Mid_Level,30.01,849764,0.1563,716975,0.3592,257524,28,0.6363,0.7992,272.38,0.0526,0.5503,0.3457,0.5802,moderate 4038,South Africa,2018,remote,Agriculture,Junior,59.11,2903643,0.2377,2213573,0.2749,608415,48,0.7294,0.8945,529.53,0.0643,0.6885,0.5293,0.6353,moderate 4039,Ethiopia,2018,capital,Administration,Junior,108.65,1284925,0.3222,870966,0.2528,220201,7,0.522,0.6852,115.96,0.0532,0.3129,0.1926,0.4035,low 4040,Botswana,2022,capital,Administration,Director,2.52,106863,0.1027,95887,0.5191,49773,47,0.6259,0.8695,1584.3,0.0698,0.6424,0.5437,0.7206,high 4041,Uganda,2020,remote,Health,Mid_Level,43.2,333570,0.4172,194418,0.1352,26294,17,0.623,0.6811,261.49,0.058,0.4259,0.3689,0.4037,low 4042,DRC,2019,rural,Finance,Senior,89.7,613893,0.4611,330848,0.122,40361,10,0.4859,0.592,176.72,0.0597,0.3386,0.1965,0.3325,critical 4043,Nigeria,2021,urban,Finance,Senior,213.58,4422519,0.2517,3309516,0.2958,978980,24,0.68,0.8185,483.62,0.0647,0.5257,0.3308,0.5295,moderate 4044,Nigeria,2020,rural,Education,Mid_Level,208.37,4275502,0.3097,2951441,0.2307,680812,24,0.5511,0.7906,178.81,0.0681,0.5387,0.4766,0.5104,moderate 4045,Kenya,2018,rural,Education,Junior,48.55,1548952,0.1957,1245780,0.3625,451565,38,0.6062,0.833,422.31,0.0662,0.7561,0.5472,0.642,moderate 4046,Senegal,2023,urban,Health,Junior,17.53,336478,0.1704,279150,0.3697,103189,27,0.569,0.7014,246.19,0.0675,0.5099,0.471,0.5706,moderate 4047,Ghana,2018,rural,Security,Junior,30.01,684601,0.2287,528050,0.2651,139981,22,0.6272,0.6885,287.25,0.06,0.4511,0.4271,0.5052,moderate 4048,DRC,2020,capital,Agriculture,Junior,92.57,519359,0.3172,354640,0.1811,64215,8,0.5308,0.6544,125.07,0.0703,0.2641,0.2131,0.3819,low 4049,Senegal,2018,urban,Social_Services,Junior,15.34,289577,0.1629,242415,0.3454,83736,27,0.6887,0.7168,298.05,0.0604,0.506,0.3383,0.5551,moderate 4050,Tanzania,2024,rural,ICT,Senior,67.0,1193923,0.3017,833682,0.2118,176560,21,0.5167,0.7255,457.85,0.0486,0.5553,0.3264,0.477,low 4051,Rwanda,2023,urban,Health,Senior,13.67,359204,0.1232,314957,0.529,166600,55,0.8129,0.8713,966.47,0.0895,0.7376,0.7771,0.7711,high 4052,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,3815626,0.2077,3023053,0.3384,1022958,14,0.5577,0.7101,210.52,0.0695,0.4673,0.4637,0.5173,moderate 4053,Uganda,2022,remote,Security,Junior,46.01,316742,0.5205,151879,0.1593,24198,11,0.615,0.7483,179.43,0.0551,0.554,0.3871,0.3936,low 4054,DRC,2024,urban,Health,Junior,105.0,702048,0.3141,481535,0.1866,89832,6,0.5981,0.5976,123.48,0.0489,0.2781,0.2284,0.3734,low 4055,Ghana,2019,remote,Agriculture,Mid_Level,30.64,733797,0.3582,470959,0.2306,108591,31,0.5577,0.715,301.15,0.0641,0.4827,0.3943,0.4906,low 4056,Kenya,2021,urban,Infrastructure,Mid_Level,51.68,1715149,0.1322,1488339,0.3974,591505,28,0.6466,0.929,413.72,0.0932,0.7264,0.7677,0.6751,high 4057,Botswana,2021,rural,Infrastructure,Executive,2.49,97136,0.1383,83697,0.4259,35650,32,0.7047,0.781,1534.92,0.0746,0.7476,0.67,0.6608,high 4058,Nigeria,2025,rural,Agriculture,Mid_Level,235.75,4582115,0.3167,3130950,0.2741,858066,25,0.53,0.7433,263.85,0.0652,0.4701,0.4773,0.5081,moderate 4059,Ghana,2021,urban,Justice,Mid_Level,31.94,895545,0.1517,759728,0.3336,253418,31,0.6139,0.7074,286.46,0.0719,0.5748,0.4741,0.584,moderate 4060,DRC,2019,remote,Health,Junior,89.7,486260,0.5654,211306,0.1,21130,9,0.6144,0.6076,93.34,0.0519,0.3059,0.2306,0.3009,critical 4061,Ghana,2023,urban,ICT,Mid_Level,33.3,903656,0.18,740998,0.4042,299511,23,0.5125,0.7669,218.33,0.0612,0.5227,0.3923,0.5701,moderate 4062,Botswana,2019,rural,Health,Junior,2.41,102655,0.1383,88456,0.3671,32471,51,0.7653,0.8426,405.09,0.0952,0.768,0.5214,0.69,high 4063,Mozambique,2022,remote,Administration,Junior,31.29,323328,0.5023,160908,0.1155,18577,15,0.5544,0.593,135.98,0.0707,0.3334,0.162,0.3293,critical 4064,Tanzania,2025,capital,ICT,Mid_Level,69.01,1102864,0.1479,939756,0.3136,294717,15,0.4767,0.8086,193.97,0.0717,0.4646,0.4119,0.5379,moderate 4065,Ghana,2023,urban,Finance,Senior,33.3,723778,0.17,600705,0.4185,251390,22,0.5103,0.7032,414.85,0.0712,0.4593,0.4028,0.5588,moderate 4066,Senegal,2019,remote,Administration,Junior,15.76,298473,0.2816,214419,0.1994,42745,23,0.5558,0.6786,179.82,0.0667,0.5047,0.3634,0.4755,low 4067,Ghana,2025,remote,Social_Services,Mid_Level,34.71,897785,0.3037,625135,0.19,118801,28,0.6158,0.7569,278.26,0.0569,0.5307,0.3597,0.4942,low 4068,South Africa,2024,remote,Agriculture,Junior,62.0,3077337,0.3298,2062521,0.256,527929,47,0.6691,0.9146,479.55,0.0825,0.6208,0.7736,0.6257,moderate 4069,South Africa,2022,urban,Health,Mid_Level,61.02,3162693,0.1657,2638494,0.491,1295586,40,0.7201,0.8231,614.22,0.0675,0.7064,0.6963,0.6951,high 4070,DRC,2025,urban,Security,Senior,108.36,715027,0.42,414685,0.1574,65259,9,0.6095,0.646,200.65,0.0558,0.2781,0.1822,0.3498,critical 4071,Ethiopia,2018,rural,Social_Services,Junior,108.65,1120632,0.3836,690796,0.1731,119547,9,0.579,0.6132,130.22,0.0655,0.3278,0.2147,0.3661,low 4072,Senegal,2025,capital,Infrastructure,Junior,18.49,467608,0.1468,398943,0.4053,161708,27,0.5428,0.7259,223.5,0.0508,0.509,0.369,0.5788,moderate 4073,Uganda,2019,capital,Health,Junior,41.86,346023,0.2124,272525,0.3369,91816,12,0.5103,0.7206,198.66,0.072,0.5325,0.3681,0.5093,moderate 4074,Ethiopia,2025,rural,Justice,Junior,129.15,1418095,0.4116,834453,0.156,130176,12,0.4897,0.6026,128.73,0.0615,0.3042,0.193,0.3562,low 4075,Ghana,2020,capital,Social_Services,Junior,31.29,875422,0.1597,735600,0.4708,346354,31,0.6351,0.7946,190.59,0.0508,0.53,0.3281,0.6103,moderate 4076,Mozambique,2023,urban,Education,Junior,32.13,362239,0.3123,249124,0.2129,53048,14,0.6113,0.6071,151.81,0.0575,0.3056,0.2248,0.4043,low 4077,Nigeria,2024,urban,Infrastructure,Junior,230.0,3978340,0.2383,3030362,0.3475,1053182,19,0.4979,0.7599,190.46,0.0589,0.5448,0.3563,0.5289,moderate 4078,Mozambique,2025,rural,Education,Junior,33.89,295661,0.4414,165147,0.1251,20663,12,0.5893,0.6182,111.39,0.0551,0.3272,0.2396,0.3503,low 4079,DRC,2025,capital,Security,Mid_Level,108.36,734037,0.33,491821,0.1777,87397,7,0.584,0.6724,89.33,0.0704,0.3161,0.1724,0.3791,low 4080,Tanzania,2021,urban,Agriculture,Mid_Level,61.31,1259363,0.1628,1054377,0.3034,319907,14,0.4763,0.7917,288.65,0.0704,0.5132,0.3609,0.5263,moderate 4081,Kenya,2020,urban,Security,Junior,50.61,1989712,0.158,1675323,0.4794,803155,29,0.5879,0.8844,441.72,0.0764,0.7353,0.5288,0.6619,high 4082,Nigeria,2019,capital,Education,Mid_Level,203.29,4485424,0.1743,3703556,0.3445,1276030,14,0.5499,0.6788,223.34,0.0679,0.5654,0.3788,0.5238,moderate 4083,Kenya,2020,rural,Security,Junior,50.61,1986865,0.1767,1635855,0.3618,591925,43,0.7624,0.7835,430.12,0.0759,0.7511,0.5964,0.6561,high 4084,Mozambique,2019,urban,Education,Senior,28.88,331286,0.2654,243361,0.1714,41706,13,0.5488,0.6414,163.93,0.0593,0.2673,0.209,0.4028,low 4085,Mozambique,2025,remote,Security,Junior,33.89,381735,0.5107,186793,0.1081,20196,10,0.5814,0.6887,124.25,0.0549,0.29,0.2099,0.3276,critical 4086,Kenya,2019,urban,Health,Senior,49.57,1673444,0.132,1452481,0.4909,712970,32,0.6233,0.8152,888.17,0.078,0.6962,0.648,0.6764,high 4087,Senegal,2023,urban,Finance,Mid_Level,17.53,401494,0.1756,330976,0.3488,115441,28,0.6259,0.7947,244.87,0.0561,0.5037,0.4124,0.5741,moderate 4088,Senegal,2020,rural,Finance,Mid_Level,16.18,333340,0.2146,261791,0.2447,64052,20,0.6106,0.6985,211.82,0.0566,0.466,0.3479,0.4937,low 4089,Uganda,2024,capital,Security,Mid_Level,49.0,352422,0.2205,274725,0.2649,72760,11,0.521,0.7883,234.65,0.0617,0.4442,0.461,0.4974,low 4090,Ethiopia,2020,capital,Education,Director,114.15,1423218,0.2376,1085127,0.2157,234017,11,0.6004,0.5957,262.88,0.0491,0.2662,0.171,0.4051,low 4091,Mozambique,2021,capital,Security,Junior,30.47,295628,0.3033,205963,0.2051,42233,8,0.5168,0.6457,117.88,0.0591,0.2851,0.2037,0.3912,low 4092,Rwanda,2024,urban,Infrastructure,Senior,14.0,407222,0.0923,369640,0.4526,167313,50,0.7774,0.91,870.82,0.0762,0.6532,0.6348,0.7304,high 4093,Nigeria,2020,remote,Health,Mid_Level,208.37,4022508,0.4159,2349702,0.1852,435176,14,0.5849,0.7489,267.43,0.0502,0.5015,0.4045,0.4303,low 4094,Botswana,2019,urban,Administration,Junior,2.41,100554,0.1174,88750,0.535,47481,51,0.738,0.8435,637.99,0.0749,0.7596,0.7348,0.7579,high 4095,Kenya,2018,capital,ICT,Junior,48.55,1785151,0.0974,1611269,0.518,834626,31,0.6392,0.7732,382.37,0.0903,0.7114,0.722,0.692,high 4096,DRC,2019,urban,Social_Services,Mid_Level,89.7,565496,0.3177,385821,0.1678,64726,9,0.4834,0.6239,84.64,0.0711,0.3356,0.1674,0.3789,low 4097,Senegal,2024,urban,ICT,Mid_Level,18.0,361163,0.1851,294317,0.3983,117214,22,0.5717,0.7913,187.62,0.0682,0.5541,0.3673,0.5691,moderate 4098,Mozambique,2018,capital,ICT,Senior,28.12,269328,0.2959,189640,0.2414,45782,14,0.5563,0.6917,130.06,0.0518,0.3119,0.1683,0.4232,low 4099,Nigeria,2018,capital,Finance,Mid_Level,198.33,4473500,0.1937,3606789,0.3616,1304047,23,0.6479,0.724,283.69,0.0693,0.5485,0.3725,0.5502,moderate 4100,Tanzania,2023,rural,Education,Mid_Level,65.05,1026126,0.2402,779701,0.1923,149940,14,0.4904,0.817,199.57,0.0497,0.5375,0.4238,0.4917,low 4101,Ethiopia,2023,remote,Security,Mid_Level,122.93,1456072,0.5388,671550,0.1296,87015,9,0.4614,0.6404,111.14,0.0524,0.3188,0.2244,0.3206,critical 4102,Uganda,2019,urban,Education,Mid_Level,41.86,294084,0.3169,200893,0.239,48013,17,0.516,0.7906,217.31,0.067,0.5624,0.4697,0.4948,low 4103,DRC,2024,urban,Finance,Director,105.0,703948,0.3578,452053,0.1599,72304,6,0.5022,0.6462,359.52,0.0558,0.2822,0.1621,0.3569,low 4104,Kenya,2018,rural,Health,Director,48.55,1475098,0.2021,1177051,0.283,333163,37,0.6979,0.8034,1295.72,0.089,0.6309,0.6558,0.6119,moderate 4105,Kenya,2022,rural,Education,Mid_Level,52.76,2095938,0.195,1687140,0.2737,461806,27,0.5894,0.8337,449.18,0.0782,0.7931,0.7292,0.6145,moderate 4106,Ghana,2019,urban,Security,Junior,30.64,662843,0.213,521687,0.4179,218001,30,0.6723,0.7769,289.76,0.0606,0.4636,0.3351,0.5726,moderate 4107,Uganda,2022,capital,Social_Services,Mid_Level,46.01,422765,0.229,325953,0.2927,95420,12,0.5128,0.7466,184.68,0.068,0.4398,0.465,0.4984,low 4108,Mozambique,2021,rural,ICT,Mid_Level,30.47,284438,0.3541,183707,0.1289,23674,12,0.5744,0.7006,104.46,0.0496,0.2748,0.237,0.38,low 4109,Ghana,2025,urban,Infrastructure,Senior,34.71,862057,0.213,678399,0.424,287638,28,0.6356,0.706,303.64,0.0688,0.4611,0.359,0.5606,moderate 4110,Nigeria,2024,capital,Security,Mid_Level,230.0,3962352,0.1745,3270935,0.3384,1106857,16,0.508,0.8031,313.74,0.0522,0.5117,0.3893,0.5415,moderate 4111,South Africa,2021,remote,Health,Executive,60.54,3032850,0.2929,2144453,0.3049,653923,43,0.7258,0.7815,2083.79,0.0739,0.6831,0.5817,0.6042,moderate 4112,Senegal,2022,urban,Health,Mid_Level,17.07,351166,0.1676,292305,0.3909,114261,20,0.6043,0.8043,268.35,0.0716,0.4372,0.378,0.558,moderate 4113,Tanzania,2023,urban,Education,Junior,65.05,1249635,0.2207,973859,0.3204,312071,22,0.5918,0.7986,191.09,0.0717,0.5562,0.463,0.5516,moderate 4114,Ghana,2025,rural,Health,Director,34.71,781623,0.2753,566434,0.2849,161385,21,0.5516,0.7155,709.5,0.0657,0.4891,0.3884,0.5,low 4115,Nigeria,2019,urban,Security,Mid_Level,203.29,3614223,0.2458,2725737,0.3785,1031655,23,0.5046,0.7983,179.5,0.0512,0.4614,0.3987,0.5464,moderate 4116,Botswana,2024,rural,Education,Mid_Level,2.6,105430,0.1984,84516,0.3579,30245,37,0.7428,0.801,404.5,0.0955,0.6111,0.5286,0.6165,moderate 4117,Botswana,2021,capital,Administration,Mid_Level,2.49,113253,0.0901,103054,0.5355,55183,55,0.6656,0.7697,419.31,0.0882,0.7755,0.5942,0.7513,high 4118,Uganda,2019,rural,Education,Junior,41.86,322884,0.345,211480,0.1745,36903,18,0.5231,0.73,270.6,0.0673,0.5131,0.3779,0.451,low 4119,Tanzania,2018,urban,Agriculture,Junior,56.11,1049245,0.2208,817575,0.2651,216726,21,0.5999,0.7238,279.08,0.0649,0.5387,0.386,0.5146,moderate 4120,Rwanda,2022,urban,Education,Junior,13.35,450895,0.0919,409456,0.4826,197606,46,0.75,0.8451,405.94,0.0688,0.6772,0.6591,0.7231,high 4121,Botswana,2023,rural,Education,Senior,2.56,105754,0.1934,85299,0.3376,28797,53,0.6625,0.8766,769.77,0.0825,0.8009,0.6756,0.6977,high 4122,Uganda,2019,urban,Health,Junior,41.86,314078,0.2855,224403,0.3091,69372,13,0.6096,0.8064,269.9,0.0648,0.5447,0.3795,0.5018,moderate 4123,South Africa,2025,urban,Health,Mid_Level,62.5,3148315,0.1387,2711652,0.4473,1213034,36,0.5885,0.7882,398.77,0.084,0.622,0.7237,0.67,high 4124,Kenya,2024,rural,Education,Mid_Level,55.0,1671506,0.2119,1317357,0.2727,359253,29,0.5389,0.9341,362.21,0.0641,0.6161,0.7491,0.6143,moderate 4125,Tanzania,2021,remote,ICT,Mid_Level,61.31,994024,0.3922,604185,0.1649,99620,17,0.5913,0.7824,319.37,0.0713,0.487,0.3427,0.436,low 4126,Uganda,2025,capital,Infrastructure,Junior,50.57,387342,0.2429,293274,0.3184,93393,19,0.6483,0.7531,221.86,0.0609,0.48,0.3935,0.5167,moderate 4127,Mozambique,2025,rural,Health,Mid_Level,33.89,316641,0.34,208967,0.1555,32497,9,0.5536,0.6912,105.64,0.0593,0.307,0.2113,0.3819,low 4128,Rwanda,2025,rural,Education,Mid_Level,14.34,385933,0.1187,340139,0.3227,109764,44,0.6903,0.874,465.68,0.0918,0.7718,0.7075,0.69,high 4129,Tanzania,2020,capital,Health,Junior,59.53,1219097,0.1702,1011602,0.3275,331302,17,0.5932,0.813,192.12,0.0677,0.4923,0.364,0.5394,moderate 4130,Botswana,2022,urban,Health,Junior,2.52,117890,0.1379,101637,0.5462,55512,41,0.6751,0.9191,627.16,0.0714,0.615,0.6898,0.7229,high 4131,South Africa,2019,rural,Education,Junior,59.58,3457087,0.2014,2760774,0.307,847432,47,0.6042,0.8364,468.74,0.0686,0.6024,0.542,0.6338,moderate 4132,Senegal,2021,remote,Security,Mid_Level,16.62,384194,0.2991,269295,0.1937,52161,28,0.6318,0.7696,178.18,0.0661,0.4784,0.4438,0.5013,moderate 4133,Botswana,2024,capital,Education,Director,2.6,103940,0.1229,91161,0.5455,49723,45,0.7623,0.8726,1200.27,0.0863,0.6418,0.5232,0.7155,high 4134,Kenya,2022,rural,Security,Mid_Level,52.76,1649033,0.1501,1401488,0.2989,418860,44,0.6683,0.9018,353.88,0.0791,0.6468,0.7677,0.6739,high 4135,DRC,2019,capital,Health,Junior,89.7,508390,0.3835,313447,0.2032,63707,8,0.5848,0.637,148.15,0.053,0.2913,0.1696,0.3666,low 4136,Nigeria,2025,urban,Education,Junior,235.75,4678142,0.2254,3623845,0.3471,1257852,23,0.628,0.7489,255.35,0.0714,0.4921,0.3714,0.5366,moderate 4137,Botswana,2023,rural,Administration,Junior,2.56,115605,0.1764,95217,0.4081,38853,32,0.7034,0.7952,417.56,0.0862,0.6368,0.5547,0.6264,moderate 4138,Senegal,2025,rural,Administration,Junior,18.49,350013,0.1969,281081,0.2206,61992,21,0.6649,0.7285,284.84,0.0635,0.4298,0.3571,0.4964,low 4139,Uganda,2023,capital,Finance,Mid_Level,47.48,361590,0.222,281329,0.3201,90051,14,0.5613,0.705,293.44,0.0624,0.5709,0.441,0.5165,moderate 4140,South Africa,2022,urban,Education,Junior,61.02,3402168,0.172,2816899,0.5625,1584390,41,0.5669,0.7865,363.84,0.0929,0.6612,0.7374,0.7079,high 4141,Rwanda,2021,remote,Infrastructure,Senior,13.04,411304,0.1632,344192,0.2578,88728,43,0.6115,0.8193,658.51,0.0799,0.7288,0.7715,0.6541,high 4142,South Africa,2021,rural,Infrastructure,Junior,60.54,3123995,0.2623,2304685,0.3218,741624,34,0.6781,0.8153,350.66,0.0709,0.6012,0.596,0.5919,moderate 4143,Rwanda,2020,remote,Social_Services,Junior,12.73,338767,0.2158,265666,0.265,70392,53,0.7309,0.7905,429.31,0.0778,0.6887,0.7724,0.6595,high 4144,Rwanda,2018,capital,Administration,Senior,12.14,341296,0.0891,310873,0.5179,161005,41,0.7388,0.8108,551.96,0.081,0.749,0.7686,0.7331,high 4145,Uganda,2022,capital,Security,Junior,46.01,334299,0.2205,260594,0.26,67752,13,0.5962,0.6831,249.38,0.0534,0.51,0.3988,0.4857,low 4146,Senegal,2019,remote,Infrastructure,Executive,15.76,397011,0.2431,300491,0.2141,64324,24,0.5839,0.7973,952.24,0.0598,0.4808,0.455,0.5159,moderate 4147,Tanzania,2025,capital,Agriculture,Junior,69.01,1385802,0.1563,1169196,0.2892,338174,20,0.6089,0.7367,267.87,0.0665,0.4505,0.3687,0.5257,moderate 4148,Botswana,2021,urban,Agriculture,Mid_Level,2.49,117308,0.1019,105359,0.5,52684,46,0.6442,0.9251,639.09,0.0759,0.6436,0.5783,0.7255,high 4149,Kenya,2021,remote,Education,Junior,51.68,1840749,0.2313,1415002,0.2517,356162,39,0.7133,0.8485,371.34,0.0856,0.7194,0.5757,0.6094,moderate 4150,DRC,2024,rural,Finance,Director,105.0,663414,0.5626,290210,0.1282,37214,9,0.4906,0.6395,324.47,0.0679,0.337,0.1665,0.3102,critical 4151,Tanzania,2023,urban,Security,Junior,65.05,1195787,0.2001,956486,0.3424,327479,19,0.5316,0.7693,271.12,0.0567,0.4644,0.4655,0.5415,moderate 4152,Kenya,2019,capital,Agriculture,Junior,49.57,1737211,0.1089,1548109,0.461,713686,33,0.6438,0.7784,479.66,0.086,0.7439,0.5904,0.6707,high 4153,Nigeria,2022,urban,Health,Junior,218.92,4606384,0.2651,3385285,0.2916,987156,19,0.6522,0.7454,309.06,0.0644,0.5549,0.4413,0.5156,moderate 4154,Ghana,2018,rural,Health,Mid_Level,30.01,732128,0.2577,543431,0.2431,132099,19,0.508,0.7313,200.45,0.0482,0.5569,0.4403,0.5032,moderate 4155,Uganda,2022,rural,Education,Mid_Level,46.01,370275,0.3008,258898,0.2099,54336,19,0.5338,0.6757,287.61,0.0547,0.4858,0.3212,0.4568,low 4156,Ethiopia,2018,rural,ICT,Mid_Level,108.65,1437695,0.3706,904921,0.1392,126006,9,0.4891,0.6652,152.85,0.0535,0.3362,0.203,0.3684,low 4157,Ghana,2018,urban,Finance,Mid_Level,30.01,806331,0.1902,653004,0.4044,264065,26,0.5563,0.8138,206.77,0.0623,0.5411,0.3334,0.5781,moderate 4158,DRC,2021,capital,Education,Mid_Level,95.53,644275,0.2949,454250,0.1981,89979,8,0.5736,0.6903,129.79,0.0581,0.3076,0.2153,0.4016,low 4159,Tanzania,2024,urban,Administration,Junior,67.0,1299841,0.2067,1031186,0.269,277350,18,0.6172,0.7758,259.53,0.067,0.5605,0.3429,0.5173,moderate 4160,South Africa,2020,remote,Education,Senior,60.06,3213580,0.2719,2339877,0.2884,674854,46,0.6372,0.7669,875.27,0.0861,0.6203,0.5296,0.5992,moderate 4161,DRC,2023,rural,Justice,Senior,101.74,640504,0.506,316383,0.1207,38201,8,0.6077,0.5911,184.71,0.0539,0.3203,0.2199,0.3164,critical 4162,Botswana,2020,rural,Security,Director,2.45,120671,0.1863,98193,0.3426,33639,58,0.7971,0.9082,1438.75,0.0913,0.7229,0.5234,0.6949,high 4163,South Africa,2021,capital,Education,Junior,60.54,3334731,0.1695,2769467,0.5999,1661279,48,0.5924,0.8932,629.0,0.0888,0.6195,0.7689,0.7504,high 4164,Rwanda,2022,urban,Education,Senior,13.35,445851,0.1216,391614,0.4214,165028,38,0.7452,0.9133,910.41,0.089,0.6174,0.6538,0.6841,high 4165,Ghana,2018,urban,Health,Mid_Level,30.01,788988,0.2046,627597,0.3366,211224,30,0.5623,0.8165,247.27,0.0494,0.5436,0.3276,0.5676,moderate 4166,Nigeria,2023,rural,Finance,Mid_Level,224.39,4585443,0.2484,3446245,0.2539,875091,25,0.5717,0.6939,213.45,0.0633,0.5725,0.4499,0.5202,moderate 4167,Mozambique,2024,urban,Agriculture,Junior,33.0,286314,0.287,204140,0.2008,41000,14,0.5999,0.644,119.82,0.067,0.281,0.1888,0.407,low 4168,DRC,2025,rural,Administration,Senior,108.36,701353,0.4342,396832,0.1208,47919,7,0.5106,0.6863,167.85,0.0515,0.2864,0.2246,0.3432,critical 4169,Ethiopia,2022,capital,Security,Junior,119.93,1269780,0.2581,942062,0.2595,244423,7,0.4816,0.6114,143.24,0.054,0.3071,0.1701,0.4073,low 4170,South Africa,2024,capital,Finance,Junior,62.0,3441223,0.1373,2968696,0.4591,1362832,40,0.754,0.9062,647.88,0.0782,0.7142,0.7274,0.7105,high 4171,Ethiopia,2020,capital,Health,Director,114.15,1489080,0.2564,1107344,0.2602,288150,11,0.539,0.588,341.04,0.055,0.2794,0.2021,0.4148,low 4172,Uganda,2020,rural,Education,Senior,43.2,339091,0.3624,216210,0.1721,37210,10,0.4933,0.7272,302.15,0.0601,0.5152,0.4485,0.4329,low 4173,South Africa,2022,urban,Administration,Junior,61.02,3021498,0.142,2592457,0.4482,1161830,44,0.6149,0.827,358.24,0.0761,0.7311,0.577,0.6914,high 4174,Rwanda,2018,rural,Security,Executive,12.14,324458,0.1542,274418,0.3115,85492,50,0.7518,0.7936,1958.57,0.0726,0.6275,0.7079,0.6669,high 4175,Rwanda,2020,urban,Security,Junior,12.73,339972,0.0869,310419,0.4457,138341,64,0.8632,0.8412,474.79,0.0847,0.7698,0.6703,0.7699,high 4176,Mozambique,2023,capital,Administration,Mid_Level,32.13,320593,0.2269,247842,0.1924,47685,11,0.6126,0.6577,113.66,0.0513,0.2606,0.2085,0.4144,low 4177,Uganda,2025,urban,Education,Junior,50.57,405783,0.2974,285105,0.2712,77310,18,0.5962,0.6931,192.14,0.0612,0.5454,0.4053,0.4875,low 4178,Rwanda,2024,capital,Education,Junior,14.0,401866,0.0986,362225,0.5683,205869,48,0.6661,0.8805,565.45,0.0695,0.7421,0.6603,0.7597,high 4179,Uganda,2022,remote,Justice,Senior,46.01,403547,0.4766,211230,0.1287,27175,13,0.5962,0.702,477.92,0.0482,0.5088,0.3335,0.385,low 4180,South Africa,2024,urban,Finance,Junior,62.0,3238416,0.1607,2717952,0.4487,1219423,32,0.6935,0.8209,379.82,0.0691,0.7338,0.6161,0.6601,high 4181,Nigeria,2018,capital,Health,Mid_Level,198.33,4383056,0.2276,3385402,0.3649,1235424,18,0.5406,0.7868,296.18,0.0705,0.5727,0.4328,0.5479,moderate 4182,Senegal,2019,remote,Health,Junior,15.76,381167,0.2716,277624,0.1773,49214,22,0.6357,0.7161,250.15,0.0549,0.4847,0.3539,0.4727,low 4183,Botswana,2023,urban,Infrastructure,Senior,2.56,102876,0.1341,89075,0.5012,44640,44,0.7198,0.922,912.28,0.0928,0.6054,0.6295,0.7135,high 4184,DRC,2024,remote,Finance,Junior,105.0,639216,0.6,255686,0.1,25568,6,0.4454,0.7002,116.07,0.068,0.3334,0.2351,0.3019,critical 4185,South Africa,2020,rural,Agriculture,Junior,60.06,3122717,0.2217,2430504,0.3266,793831,36,0.6317,0.901,607.48,0.0869,0.7641,0.5456,0.6323,moderate 4186,Rwanda,2022,capital,Finance,Mid_Level,13.35,454246,0.0905,413135,0.5157,213060,38,0.6877,0.8055,490.71,0.0744,0.6056,0.7126,0.7039,high 4187,Kenya,2022,rural,Administration,Junior,52.76,1988607,0.1663,1657882,0.3136,519835,42,0.7479,0.8289,590.83,0.0885,0.6342,0.6827,0.6478,moderate 4188,Ethiopia,2021,capital,Infrastructure,Executive,117.0,1521939,0.2465,1146779,0.2199,252196,8,0.4551,0.5946,543.14,0.0611,0.3176,0.2172,0.406,low 4189,Senegal,2018,remote,ICT,Junior,15.34,293738,0.3045,204287,0.1982,40493,28,0.5655,0.7943,253.7,0.0613,0.4563,0.4171,0.4999,low 4190,South Africa,2021,capital,Social_Services,Junior,60.54,3016179,0.1269,2633483,0.5685,1497263,34,0.7234,0.8911,620.35,0.0703,0.7294,0.7488,0.7269,high 4191,Tanzania,2025,rural,Administration,Junior,69.01,1070969,0.2603,792181,0.2117,167723,22,0.5026,0.7226,227.46,0.0651,0.4253,0.456,0.4894,low 4192,Mozambique,2025,rural,Health,Junior,33.89,314349,0.3279,211283,0.1441,30451,11,0.4937,0.6933,127.22,0.063,0.3165,0.2292,0.3901,low 4193,Nigeria,2023,capital,Education,Mid_Level,224.39,4064003,0.2352,3108071,0.3333,1035766,23,0.6722,0.7162,243.35,0.054,0.5484,0.4472,0.539,moderate 4194,Ghana,2025,capital,Justice,Mid_Level,34.71,847928,0.1849,691123,0.4663,322261,27,0.5482,0.7139,198.41,0.0541,0.541,0.3734,0.5864,moderate 4195,Tanzania,2020,capital,Health,Junior,59.53,941151,0.1804,771405,0.3042,234692,15,0.5564,0.7322,223.23,0.071,0.4338,0.4609,0.5178,moderate 4196,Ethiopia,2025,remote,Social_Services,Senior,129.15,1427392,0.4578,773887,0.1237,95728,10,0.5758,0.6003,156.9,0.0641,0.3101,0.1879,0.3313,critical 4197,Ghana,2019,remote,Social_Services,Junior,30.64,823405,0.257,611765,0.2069,126598,24,0.5784,0.7263,245.13,0.0651,0.4747,0.4128,0.4952,low 4198,DRC,2020,remote,Security,Senior,92.57,544106,0.5415,249459,0.1,24945,9,0.5679,0.6918,199.35,0.0489,0.2932,0.1865,0.3139,critical 4199,Kenya,2021,rural,Agriculture,Mid_Level,51.68,1651554,0.1797,1354725,0.2946,399069,35,0.6006,0.8019,632.09,0.0726,0.7264,0.6829,0.6274,moderate 4200,Mozambique,2022,rural,Agriculture,Senior,31.29,268336,0.3185,182862,0.1463,26759,11,0.497,0.6309,196.14,0.0685,0.2713,0.1834,0.3746,low 4201,Rwanda,2019,remote,Health,Junior,12.43,360141,0.1583,303122,0.2656,80516,35,0.6428,0.7984,539.59,0.0678,0.6365,0.7358,0.6213,moderate 4202,Mozambique,2025,urban,Agriculture,Mid_Level,33.89,365432,0.2921,258683,0.2027,52427,14,0.5637,0.6549,104.38,0.0681,0.2948,0.2042,0.4108,low 4203,Tanzania,2023,urban,Finance,Mid_Level,65.05,1030348,0.2235,800039,0.2693,215428,23,0.6754,0.8074,186.49,0.0486,0.5176,0.3465,0.5264,moderate 4204,Nigeria,2025,rural,Social_Services,Executive,235.75,5334987,0.2526,3987257,0.2747,1095468,14,0.6024,0.7874,827.77,0.0572,0.5196,0.3996,0.5006,moderate 4205,Mozambique,2023,capital,Finance,Mid_Level,32.13,273900,0.2714,199565,0.2186,43634,15,0.6376,0.6746,122.79,0.0607,0.295,0.2223,0.4272,low 4206,Ethiopia,2020,urban,Finance,Junior,114.15,1498928,0.2867,1069223,0.2135,228316,8,0.5381,0.6248,129.12,0.0674,0.3225,0.1841,0.3961,low 4207,Rwanda,2022,urban,Security,Senior,13.35,441429,0.1247,386370,0.4485,173290,59,0.7088,0.7823,789.94,0.0831,0.7548,0.7385,0.7451,high 4208,Ethiopia,2025,rural,Security,Junior,129.15,1370129,0.3595,877533,0.1484,130260,12,0.5852,0.6673,92.96,0.0637,0.3207,0.1846,0.3779,low 4209,South Africa,2019,rural,Health,Mid_Level,59.58,3607950,0.1846,2941743,0.3257,958135,40,0.5751,0.8853,374.22,0.0701,0.71,0.732,0.6623,high 4210,DRC,2020,capital,Education,Junior,92.57,503491,0.3159,344425,0.2006,69079,9,0.5688,0.6945,122.51,0.0709,0.3301,0.2126,0.4021,low 4211,Botswana,2019,rural,Administration,Mid_Level,2.41,104158,0.1589,87605,0.4131,36185,57,0.7063,0.7831,362.64,0.0906,0.6603,0.734,0.7129,high 4212,Botswana,2018,capital,Education,Junior,2.38,122971,0.1003,110637,0.6177,68341,56,0.7854,0.9306,400.23,0.0859,0.7046,0.7462,0.804,high 4213,Kenya,2023,rural,Education,Mid_Level,53.87,2101062,0.1582,1768677,0.275,486415,31,0.692,0.844,427.09,0.0931,0.6039,0.7297,0.6167,moderate 4214,Nigeria,2024,urban,Education,Junior,230.0,4398727,0.1928,3550866,0.3394,1205204,16,0.6479,0.7612,192.54,0.0628,0.482,0.3497,0.524,moderate 4215,Senegal,2020,urban,Agriculture,Junior,16.18,307694,0.1826,251508,0.3293,82832,19,0.5645,0.794,267.27,0.0501,0.4939,0.4411,0.5468,moderate 4216,DRC,2018,capital,Security,Mid_Level,86.92,468906,0.3418,308637,0.1574,48584,7,0.5787,0.608,126.45,0.0569,0.3354,0.2117,0.3673,low 4217,DRC,2020,rural,Infrastructure,Executive,92.57,596297,0.5211,285578,0.1374,39242,6,0.5188,0.71,581.48,0.0529,0.2929,0.175,0.3224,critical 4218,Senegal,2023,rural,Agriculture,Director,17.53,339362,0.2541,253144,0.2548,64504,15,0.6297,0.8147,791.4,0.068,0.4668,0.3658,0.4932,low 4219,Ethiopia,2020,urban,Administration,Mid_Level,114.15,1273714,0.3493,828801,0.2284,189321,9,0.6026,0.6572,129.23,0.0488,0.3117,0.193,0.3913,low 4220,Ghana,2023,capital,Education,Junior,33.3,940248,0.1549,794629,0.3745,297618,28,0.6821,0.7913,302.58,0.0683,0.5734,0.3781,0.5888,moderate 4221,South Africa,2020,capital,Social_Services,Director,60.06,2975081,0.159,2502054,0.4987,1247724,48,0.5896,0.8832,1282.21,0.0732,0.7888,0.6447,0.7307,high 4222,Nigeria,2022,capital,Finance,Junior,218.92,4449639,0.2063,3531803,0.3324,1173848,25,0.5645,0.7731,321.87,0.0673,0.5369,0.3295,0.5466,moderate 4223,Nigeria,2022,rural,Security,Mid_Level,218.92,4931385,0.3071,3416724,0.2643,903071,24,0.6472,0.6975,291.26,0.0669,0.5261,0.3794,0.4945,low 4224,Ghana,2020,rural,Security,Director,31.29,744985,0.2198,581273,0.3003,174544,32,0.5885,0.7161,772.64,0.0544,0.4873,0.4787,0.5542,moderate 4225,Senegal,2024,capital,ICT,Senior,18.0,452316,0.1384,389705,0.4033,157152,20,0.5699,0.7757,355.8,0.0581,0.5063,0.3372,0.5669,moderate 4226,Kenya,2025,rural,Infrastructure,Senior,56.15,2258752,0.1812,1849500,0.3415,631554,26,0.6867,0.7932,885.44,0.0796,0.7303,0.675,0.6146,moderate 4227,South Africa,2021,remote,Education,Junior,60.54,3587804,0.2615,2649460,0.2382,631188,31,0.5973,0.9143,549.14,0.0681,0.7074,0.6819,0.5978,moderate 4228,DRC,2024,rural,Education,Executive,105.0,584563,0.5692,251831,0.1095,27583,8,0.4698,0.7011,476.94,0.0692,0.3292,0.1752,0.3107,critical 4229,Ethiopia,2018,remote,Agriculture,Senior,108.65,1378047,0.5816,576553,0.1194,68839,11,0.6123,0.6772,226.63,0.0538,0.3273,0.2024,0.3165,critical 4230,Senegal,2018,rural,Security,Executive,15.34,352666,0.1841,287742,0.2937,84516,19,0.6101,0.7647,913.27,0.0578,0.523,0.4595,0.5379,moderate 4231,Kenya,2025,remote,Health,Junior,56.15,1791842,0.2676,1312347,0.211,276926,39,0.7461,0.8628,352.35,0.0661,0.7441,0.6236,0.5995,moderate 4232,Botswana,2022,capital,Administration,Director,2.52,117046,0.1109,104061,0.5576,58026,36,0.729,0.8482,956.05,0.0894,0.7991,0.5934,0.7182,high 4233,Ghana,2023,remote,Health,Senior,33.3,832102,0.3203,565565,0.1899,107392,20,0.5897,0.7126,396.77,0.0501,0.5423,0.3638,0.4649,low 4234,Botswana,2023,capital,Social_Services,Junior,2.56,103887,0.1047,93006,0.6244,58070,32,0.6733,0.805,648.99,0.0732,0.6256,0.6976,0.713,high 4235,Ethiopia,2020,rural,Justice,Senior,114.15,1255002,0.3712,789092,0.149,117593,9,0.5757,0.6555,221.03,0.0648,0.3102,0.2017,0.3664,low 4236,DRC,2021,urban,Health,Junior,95.53,642144,0.4074,380507,0.1405,53450,6,0.5723,0.6611,89.13,0.0674,0.3228,0.1825,0.348,critical 4237,Ethiopia,2023,remote,Security,Mid_Level,122.93,1275532,0.5387,588447,0.1291,75986,9,0.5207,0.6582,132.59,0.0676,0.3285,0.2162,0.3233,critical 4238,Ghana,2025,urban,Finance,Junior,34.71,770050,0.16,646827,0.3626,234540,25,0.6896,0.7913,308.17,0.0524,0.4286,0.3204,0.5567,moderate 4239,Ghana,2022,capital,Education,Junior,32.62,867678,0.189,703681,0.3723,261958,19,0.5466,0.7706,230.4,0.0547,0.4423,0.3933,0.5425,moderate 4240,Ethiopia,2018,rural,Social_Services,Director,108.65,1234281,0.4746,648470,0.1603,103970,8,0.4676,0.6431,366.1,0.0707,0.2966,0.2218,0.3397,critical 4241,Ethiopia,2019,rural,Health,Junior,111.37,1444431,0.3976,870139,0.141,122650,12,0.5149,0.5905,113.38,0.0647,0.2895,0.2321,0.3566,low 4242,Ethiopia,2019,rural,Health,Junior,111.37,1214227,0.3726,761845,0.1677,127729,12,0.6081,0.6667,113.3,0.0544,0.2814,0.1962,0.3765,low 4243,Mozambique,2023,rural,Justice,Junior,32.13,284009,0.4594,153539,0.1361,20888,15,0.5246,0.5934,120.54,0.0527,0.336,0.1946,0.3487,critical 4244,Kenya,2021,urban,Health,Mid_Level,51.68,1621243,0.1425,1390143,0.4268,593348,42,0.6721,0.916,357.59,0.0872,0.7124,0.5639,0.6911,high 4245,Ethiopia,2018,rural,Education,Junior,108.65,1380087,0.3849,848930,0.1504,127680,7,0.5157,0.7037,145.94,0.0559,0.2826,0.2293,0.3656,low 4246,Tanzania,2023,capital,Administration,Director,65.05,1114825,0.2037,887784,0.3525,312937,22,0.5678,0.7347,626.06,0.0543,0.5056,0.4015,0.5431,moderate 4247,Senegal,2019,remote,Health,Senior,15.76,350551,0.2681,256581,0.2126,54561,21,0.5495,0.6987,417.26,0.068,0.5015,0.3652,0.4801,low 4248,Mozambique,2025,rural,Infrastructure,Senior,33.89,322041,0.4203,186687,0.1375,25678,10,0.4967,0.6999,212.99,0.053,0.2613,0.1724,0.3527,low 4249,Kenya,2020,urban,Security,Junior,50.61,1747343,0.1361,1509472,0.4082,616188,39,0.6747,0.8892,559.55,0.0927,0.7363,0.728,0.6953,high 4250,DRC,2022,urban,Health,Mid_Level,98.59,644479,0.372,404732,0.1415,57280,6,0.5147,0.6373,134.21,0.0522,0.2883,0.2029,0.3521,low 4251,Tanzania,2025,remote,Education,Junior,69.01,1409760,0.3777,877252,0.1786,156671,19,0.6155,0.7815,300.51,0.0654,0.5225,0.4699,0.4642,low 4252,South Africa,2025,urban,ICT,Junior,62.5,3062868,0.151,2600421,0.4384,1140048,36,0.7344,0.8202,625.87,0.0674,0.6258,0.5624,0.6537,high 4253,Tanzania,2022,remote,Education,Junior,63.15,1257273,0.3341,837193,0.1602,134101,17,0.6081,0.7294,274.35,0.0672,0.4335,0.44,0.4458,low 4254,Senegal,2025,capital,Health,Mid_Level,18.49,428218,0.1418,367485,0.4342,159553,17,0.503,0.6765,298.31,0.0502,0.5155,0.4687,0.5655,moderate 4255,South Africa,2018,capital,Administration,Junior,59.11,3059606,0.1569,2579615,0.5751,1483485,32,0.6984,0.8966,377.18,0.0675,0.7435,0.6429,0.7077,high 4256,Tanzania,2021,capital,Security,Junior,61.31,1061709,0.1916,858240,0.3844,329949,14,0.5787,0.6846,215.05,0.0503,0.5496,0.3869,0.5295,moderate 4257,South Africa,2025,capital,Security,Mid_Level,62.5,3504582,0.1804,2872425,0.6166,1771082,47,0.6283,0.8941,637.2,0.0751,0.6684,0.6443,0.7419,high 4258,Ethiopia,2023,urban,Health,Junior,122.93,1539549,0.2573,1143416,0.2482,283816,10,0.4762,0.679,104.64,0.0664,0.3342,0.2003,0.428,low 4259,Tanzania,2019,urban,Agriculture,Junior,57.79,1124360,0.1799,922087,0.3395,313091,17,0.5827,0.6834,206.52,0.0585,0.5358,0.4754,0.536,moderate 4260,Mozambique,2018,remote,Education,Executive,28.12,242831,0.4817,125855,0.117,14724,10,0.6167,0.7052,431.39,0.0481,0.2708,0.1626,0.3329,critical 4261,Kenya,2023,capital,Finance,Junior,53.87,2092960,0.1101,1862447,0.5085,947041,36,0.6199,0.8942,384.33,0.0868,0.6327,0.5413,0.6911,high 4262,DRC,2025,capital,Education,Junior,108.36,684678,0.3533,442802,0.1541,68242,8,0.5876,0.6873,141.88,0.0496,0.2805,0.2017,0.3715,low 4263,Botswana,2022,rural,Administration,Mid_Level,2.52,112942,0.1741,93281,0.3268,30487,43,0.5941,0.8894,584.39,0.096,0.6922,0.5426,0.6526,high 4264,Senegal,2019,remote,Education,Junior,15.76,308494,0.3044,214574,0.1805,38740,20,0.6222,0.7646,264.32,0.0492,0.4577,0.3641,0.4659,low 4265,Senegal,2025,capital,Education,Junior,18.49,403519,0.1152,357031,0.419,149584,27,0.6062,0.8018,175.75,0.0585,0.4505,0.3825,0.597,moderate 4266,Rwanda,2021,rural,Social_Services,Director,13.04,367648,0.1549,310700,0.37,114963,47,0.7005,0.8817,934.24,0.0839,0.709,0.6002,0.6845,high 4267,Rwanda,2025,capital,ICT,Mid_Level,14.34,373228,0.0837,341972,0.5466,186932,40,0.5703,0.858,649.58,0.0761,0.6878,0.7212,0.7353,high 4268,DRC,2022,urban,Infrastructure,Mid_Level,98.59,505699,0.3035,352230,0.1702,59946,6,0.5663,0.6488,90.19,0.0708,0.3305,0.2111,0.3832,low 4269,Senegal,2023,rural,Health,Mid_Level,17.53,356046,0.2547,265362,0.249,66079,24,0.5332,0.746,190.66,0.0578,0.5091,0.4212,0.5135,moderate 4270,Uganda,2021,capital,Security,Junior,44.58,389679,0.2568,289598,0.3247,94027,19,0.5461,0.7549,269.89,0.0621,0.5201,0.4707,0.5268,moderate 4271,South Africa,2021,rural,Security,Senior,60.54,3042763,0.2124,2396427,0.407,975363,47,0.6893,0.8433,638.02,0.0706,0.6424,0.7648,0.6834,high 4272,South Africa,2020,urban,Security,Mid_Level,60.06,3441656,0.1627,2881583,0.4701,1354675,40,0.6867,0.9341,526.22,0.0886,0.7891,0.5209,0.698,high 4273,Ethiopia,2020,capital,Administration,Junior,114.15,1402688,0.2781,1012551,0.2582,261480,9,0.4576,0.6317,117.87,0.0577,0.2796,0.1677,0.407,low 4274,Uganda,2018,remote,Health,Junior,40.56,283444,0.38,175735,0.1566,27526,18,0.546,0.7868,292.08,0.0634,0.5553,0.3499,0.4477,low 4275,Kenya,2018,urban,Infrastructure,Junior,48.55,1914407,0.1147,1694892,0.4972,842617,33,0.6952,0.8292,502.4,0.086,0.6945,0.7473,0.6967,high 4276,South Africa,2022,capital,Social_Services,Mid_Level,61.02,3402281,0.1413,2921642,0.5722,1671834,45,0.7817,0.827,415.89,0.0794,0.7403,0.6452,0.7328,high 4277,Senegal,2024,remote,ICT,Junior,18.0,365531,0.2478,274947,0.2167,59578,25,0.5318,0.7408,314.38,0.0529,0.508,0.4303,0.5097,moderate 4278,Ethiopia,2018,urban,Administration,Junior,108.65,1355967,0.3621,864921,0.2154,186284,8,0.5682,0.6327,108.08,0.0543,0.3415,0.2196,0.3843,low 4279,Senegal,2019,urban,Administration,Senior,15.76,331239,0.1756,273088,0.3098,84615,17,0.6363,0.7565,293.14,0.0598,0.4946,0.4795,0.537,moderate 4280,Kenya,2018,rural,Justice,Senior,48.55,1840839,0.1951,1481701,0.3127,463306,25,0.6842,0.8062,662.35,0.0689,0.6647,0.6052,0.5898,moderate 4281,Ghana,2020,urban,Security,Executive,31.29,787456,0.2156,617700,0.3336,206073,23,0.5086,0.7646,1287.48,0.0531,0.5326,0.4421,0.5492,moderate 4282,DRC,2018,urban,Health,Junior,86.92,569514,0.3299,381659,0.1864,71160,9,0.4979,0.6404,128.48,0.0626,0.3057,0.1901,0.3823,low 4283,Ethiopia,2025,capital,Security,Junior,129.15,1575707,0.2446,1190222,0.2101,250029,7,0.6002,0.6017,109.88,0.0593,0.2572,0.234,0.3982,low 4284,Botswana,2018,remote,Health,Junior,2.38,116084,0.1701,96340,0.3148,30324,44,0.6702,0.7966,420.06,0.0896,0.5972,0.6029,0.6357,moderate 4285,Senegal,2020,urban,Education,Junior,16.18,320377,0.1657,267289,0.3585,95826,27,0.6139,0.7407,189.27,0.0657,0.4919,0.4415,0.5701,moderate 4286,Nigeria,2019,rural,Security,Junior,203.29,4041210,0.2477,3040112,0.2235,679346,15,0.5389,0.6884,299.29,0.0656,0.5548,0.4716,0.4873,low 4287,Uganda,2022,rural,Infrastructure,Senior,46.01,372121,0.394,225494,0.1865,42055,16,0.5773,0.7125,416.78,0.0569,0.5194,0.4253,0.4395,low 4288,South Africa,2023,rural,Finance,Mid_Level,61.51,3657709,0.1886,2967820,0.3906,1159184,31,0.6176,0.7929,584.73,0.0652,0.7422,0.6244,0.6336,moderate 4289,DRC,2020,remote,Education,Junior,92.57,544000,0.5525,243418,0.1,24341,5,0.55,0.6399,140.44,0.056,0.2566,0.2211,0.2931,critical 4290,Mozambique,2019,rural,Social_Services,Director,28.88,266833,0.4359,150509,0.1559,23468,15,0.6129,0.5966,379.99,0.0486,0.2859,0.1911,0.3547,low 4291,South Africa,2021,capital,Health,Senior,60.54,3344884,0.1505,2841567,0.5845,1660855,49,0.6384,0.8199,945.44,0.0814,0.6541,0.5611,0.7255,high 4292,Uganda,2025,urban,Social_Services,Mid_Level,50.57,397706,0.3087,274935,0.2632,72352,17,0.5601,0.8096,250.48,0.0558,0.5339,0.4576,0.5017,moderate 4293,Tanzania,2024,urban,Finance,Junior,67.0,1039298,0.2322,797997,0.3288,262390,18,0.5863,0.6785,243.06,0.0701,0.4943,0.4129,0.5117,moderate 4294,Nigeria,2021,capital,Education,Junior,213.58,4372254,0.2385,3329295,0.3452,1149177,24,0.5142,0.7508,273.17,0.0557,0.4398,0.3549,0.5287,moderate 4295,Uganda,2018,remote,Health,Junior,40.56,353279,0.414,207038,0.1439,29795,13,0.6167,0.8143,314.32,0.0554,0.4551,0.4525,0.4279,low 4296,Botswana,2024,urban,Agriculture,Junior,2.6,99975,0.1215,87828,0.5906,51867,54,0.6309,0.8172,372.16,0.0735,0.6575,0.5338,0.744,high 4297,South Africa,2025,rural,Administration,Mid_Level,62.5,3570695,0.2542,2663036,0.3789,1009095,32,0.5673,0.8501,557.18,0.065,0.7097,0.7507,0.6347,moderate 4298,Senegal,2019,urban,ICT,Junior,15.76,297609,0.1739,245854,0.403,99070,18,0.5233,0.7398,255.39,0.0676,0.574,0.4501,0.5656,moderate 4299,Mozambique,2020,rural,Security,Mid_Level,29.66,308625,0.3747,192968,0.1497,28889,13,0.4715,0.6651,95.02,0.0561,0.2949,0.2378,0.3793,low 4300,Rwanda,2020,rural,Education,Junior,12.73,374425,0.1204,329353,0.3682,121263,49,0.7352,0.9006,472.67,0.0784,0.6482,0.7057,0.7049,high 4301,Uganda,2024,rural,Health,Mid_Level,49.0,411624,0.3373,272770,0.1946,53068,14,0.6045,0.7771,252.56,0.0673,0.5539,0.3283,0.4541,low 4302,Rwanda,2018,urban,Justice,Junior,12.14,404005,0.0923,366703,0.4891,179351,59,0.6356,0.9093,602.45,0.0687,0.6389,0.7437,0.7713,high 4303,South Africa,2025,urban,Health,Junior,62.5,3151579,0.18,2584381,0.5279,1364363,42,0.7462,0.7668,466.98,0.0733,0.7529,0.697,0.702,high 4304,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1113000,0.2241,863618,0.2834,244733,20,0.5864,0.7522,255.24,0.0714,0.5127,0.3271,0.5116,moderate 4305,Senegal,2025,urban,Finance,Senior,18.49,356008,0.1447,304503,0.3918,119303,16,0.5668,0.7029,342.15,0.067,0.5689,0.4118,0.5553,moderate 4306,Rwanda,2020,capital,Finance,Senior,12.73,411400,0.0905,374174,0.4541,169909,51,0.7741,0.8606,768.77,0.0866,0.6222,0.6808,0.7278,high 4307,Kenya,2018,capital,Health,Mid_Level,48.55,1935970,0.1031,1736332,0.4758,826082,43,0.7426,0.8369,573.41,0.0654,0.7539,0.7087,0.7225,high 4308,Senegal,2022,capital,Education,Junior,17.07,325772,0.167,271370,0.3473,94252,18,0.6065,0.7233,235.74,0.0494,0.564,0.4794,0.5529,moderate 4309,DRC,2020,urban,Security,Senior,92.57,497705,0.3581,319469,0.1499,47897,6,0.523,0.637,177.3,0.0572,0.2616,0.1661,0.3513,low 4310,South Africa,2020,urban,Education,Mid_Level,60.06,3432856,0.1978,2753737,0.5609,1544542,36,0.7296,0.9138,444.71,0.0758,0.6303,0.746,0.7055,high 4311,Ghana,2022,capital,Social_Services,Senior,32.62,849559,0.1532,719371,0.3847,276759,28,0.6617,0.7516,429.62,0.0528,0.5044,0.372,0.5783,moderate 4312,Senegal,2025,urban,Education,Junior,18.49,467160,0.1943,376367,0.3836,144391,21,0.613,0.7803,194.56,0.0515,0.4841,0.38,0.5533,moderate 4313,Senegal,2021,urban,Agriculture,Senior,16.62,406309,0.1561,342872,0.33,113161,17,0.5783,0.6807,455.43,0.0594,0.5164,0.384,0.5281,moderate 4314,Rwanda,2018,rural,Finance,Junior,12.14,392595,0.1352,339510,0.3509,119122,56,0.8288,0.8956,357.08,0.084,0.7244,0.5521,0.7059,high 4315,Mozambique,2024,urban,Security,Junior,33.0,298034,0.276,215771,0.1806,38959,15,0.5981,0.5899,111.68,0.0699,0.3086,0.1988,0.4029,low 4316,Senegal,2022,urban,Education,Junior,17.07,399163,0.1449,341315,0.3441,117432,27,0.5908,0.7256,238.4,0.054,0.5349,0.4286,0.5725,moderate 4317,Tanzania,2020,urban,Infrastructure,Senior,59.53,1018599,0.2042,810605,0.3487,282621,15,0.5984,0.7733,296.18,0.0716,0.5424,0.3886,0.5327,moderate 4318,DRC,2022,urban,Education,Senior,98.59,606623,0.3412,399643,0.1824,72891,7,0.4781,0.6048,227.61,0.0572,0.2906,0.203,0.3679,low 4319,Ethiopia,2022,urban,Administration,Junior,119.93,1272079,0.3774,791970,0.2015,159584,12,0.6048,0.6861,93.57,0.0488,0.2704,0.1921,0.3852,low 4320,Botswana,2024,urban,Health,Junior,2.6,115615,0.1022,103793,0.5685,59006,38,0.6495,0.8997,515.74,0.0923,0.7729,0.5651,0.7303,high 4321,Kenya,2018,rural,Security,Director,48.55,1486833,0.2151,1167075,0.3665,427741,30,0.5379,0.8282,1200.71,0.0726,0.6064,0.7454,0.6223,moderate 4322,Tanzania,2019,remote,Education,Senior,57.79,972514,0.2773,702833,0.1843,129507,15,0.5279,0.7362,398.81,0.0633,0.4364,0.4725,0.4656,low 4323,Senegal,2018,rural,Security,Junior,15.34,347334,0.2203,270820,0.2688,72802,25,0.6027,0.7824,204.71,0.0646,0.4892,0.4706,0.538,moderate 4324,Kenya,2024,capital,Justice,Mid_Level,55.0,2048729,0.1084,1826649,0.523,955368,27,0.6807,0.8389,381.9,0.0864,0.6762,0.5862,0.6732,high 4325,Senegal,2023,urban,Education,Mid_Level,17.53,368283,0.133,319293,0.3232,103183,21,0.597,0.748,312.82,0.0562,0.5551,0.3966,0.5574,moderate 4326,Kenya,2023,urban,Health,Junior,53.87,1984504,0.1229,1740599,0.4176,726859,39,0.702,0.8562,570.9,0.0909,0.7019,0.7008,0.6899,high 4327,Senegal,2018,capital,Agriculture,Mid_Level,15.34,316619,0.1508,268879,0.3381,90913,25,0.5736,0.7607,321.88,0.0604,0.504,0.3365,0.5575,moderate 4328,Rwanda,2018,remote,Social_Services,Senior,12.14,418304,0.151,355152,0.2721,96633,38,0.6784,0.8871,837.09,0.0725,0.7805,0.6672,0.6531,high 4329,South Africa,2025,urban,Education,Senior,62.5,3626017,0.1427,3108626,0.4859,1510464,29,0.6844,0.8463,642.69,0.0662,0.6565,0.6148,0.6624,high 4330,Senegal,2025,remote,Finance,Director,18.49,443140,0.2991,310594,0.1787,55498,25,0.6884,0.801,640.8,0.048,0.4815,0.4247,0.4932,low 4331,Tanzania,2019,urban,Security,Senior,57.79,1103174,0.2068,875081,0.2827,247363,19,0.6345,0.7407,462.54,0.0561,0.5199,0.4546,0.525,moderate 4332,Rwanda,2025,urban,Finance,Director,14.34,425748,0.0865,388901,0.4599,178848,53,0.7641,0.7785,1306.49,0.0836,0.7377,0.5908,0.7255,high 4333,Ethiopia,2024,rural,Health,Senior,126.0,1564773,0.4093,924241,0.1734,160262,7,0.5054,0.7011,141.47,0.0703,0.3116,0.1605,0.3609,low 4334,Tanzania,2019,capital,Justice,Junior,57.79,1062062,0.2007,848919,0.3765,319648,21,0.5845,0.6964,227.13,0.056,0.5736,0.4491,0.5532,moderate 4335,Tanzania,2020,urban,Education,Junior,59.53,936587,0.2245,726291,0.311,225873,19,0.5236,0.7428,244.35,0.0503,0.4296,0.4189,0.5154,moderate 4336,Kenya,2022,urban,Administration,Executive,52.76,2034552,0.1093,1812276,0.4145,751225,40,0.7394,0.92,2205.22,0.0911,0.6286,0.6221,0.6894,high 4337,Botswana,2018,capital,Justice,Junior,2.38,114782,0.124,100546,0.6416,64513,57,0.782,0.8798,585.11,0.0701,0.7502,0.7564,0.8045,high 4338,Botswana,2021,capital,Education,Junior,2.49,116131,0.127,101382,0.5054,51237,43,0.7068,0.9193,416.12,0.0809,0.5986,0.6214,0.712,high 4339,Tanzania,2020,capital,Health,Junior,59.53,930445,0.2046,740067,0.3817,282511,21,0.497,0.7267,240.49,0.0559,0.545,0.428,0.5531,moderate 4340,Nigeria,2019,capital,Agriculture,Senior,203.29,4229277,0.1796,3469623,0.3662,1270570,20,0.6299,0.7389,424.75,0.0542,0.4286,0.4432,0.5447,moderate 4341,Rwanda,2025,remote,Justice,Mid_Level,14.34,413870,0.2106,326720,0.2505,81855,56,0.7385,0.9175,556.83,0.0738,0.7873,0.566,0.6729,high 4342,Mozambique,2019,urban,Education,Senior,28.88,283412,0.331,189608,0.188,35648,11,0.5869,0.6171,139.35,0.0513,0.2759,0.208,0.3827,low 4343,Rwanda,2018,rural,Justice,Mid_Level,12.14,378746,0.1405,325522,0.3846,125196,37,0.698,0.8299,597.76,0.0841,0.6242,0.7383,0.6643,high 4344,South Africa,2018,rural,Agriculture,Junior,59.11,3221694,0.233,2471036,0.3402,840610,47,0.6108,0.7888,422.64,0.0917,0.6299,0.7297,0.6486,moderate 4345,Botswana,2024,urban,Finance,Junior,2.6,107027,0.1358,92489,0.5219,48273,38,0.6177,0.7887,363.36,0.078,0.8,0.7653,0.7164,high 4346,Ethiopia,2019,rural,Education,Mid_Level,111.37,1146806,0.4273,656759,0.1581,103856,10,0.4837,0.6654,105.34,0.0602,0.3332,0.1675,0.3576,low 4347,Botswana,2021,urban,Finance,Mid_Level,2.49,119292,0.1346,103239,0.5244,54138,38,0.6047,0.8949,485.11,0.0745,0.7389,0.6507,0.7157,high 4348,Uganda,2021,capital,Administration,Senior,44.58,392727,0.21,310256,0.3004,93196,19,0.6499,0.6808,264.05,0.0603,0.4568,0.3537,0.5033,moderate 4349,Senegal,2021,capital,Security,Junior,16.62,318748,0.1641,266435,0.3868,103061,27,0.5176,0.7627,245.47,0.0705,0.4515,0.4073,0.5735,moderate 4350,Ethiopia,2019,remote,Education,Mid_Level,111.37,1411616,0.4769,738464,0.1063,78533,9,0.5149,0.6311,84.55,0.0667,0.3216,0.2163,0.3283,critical 4351,DRC,2021,rural,Security,Director,95.53,535789,0.5275,253146,0.1241,31425,8,0.4671,0.6843,283.94,0.0559,0.2939,0.2298,0.3242,critical 4352,Senegal,2023,capital,Education,Mid_Level,17.53,429036,0.1462,366313,0.3946,144555,19,0.5138,0.7406,255.74,0.0616,0.4535,0.3323,0.5493,moderate 4353,Botswana,2020,rural,Education,Mid_Level,2.45,102287,0.1502,86924,0.3507,30486,43,0.6254,0.8266,522.99,0.0906,0.7559,0.6337,0.6706,high 4354,Uganda,2020,rural,Finance,Senior,43.2,382850,0.3293,256787,0.1931,49585,10,0.5286,0.7407,468.75,0.0577,0.4888,0.3726,0.4382,low 4355,Senegal,2018,rural,Education,Mid_Level,15.34,364701,0.2362,278560,0.226,62954,20,0.6322,0.676,197.13,0.058,0.5009,0.4036,0.4893,low 4356,Ethiopia,2025,rural,ICT,Director,129.15,1340819,0.3529,867689,0.1747,151573,12,0.578,0.5862,227.16,0.0712,0.2631,0.2321,0.3729,low 4357,Rwanda,2020,remote,Education,Executive,12.73,384388,0.1993,307790,0.2301,70826,38,0.5998,0.892,1400.77,0.0861,0.6165,0.6923,0.6174,moderate 4358,Senegal,2020,remote,Education,Director,16.18,363217,0.2395,276210,0.2122,58617,19,0.5952,0.7566,732.28,0.0541,0.4438,0.466,0.4951,low 4359,Senegal,2020,rural,Administration,Junior,16.18,333754,0.18,273671,0.2884,78920,27,0.6819,0.7297,246.94,0.0699,0.5578,0.3218,0.542,moderate 4360,Nigeria,2019,urban,Justice,Junior,203.29,3707338,0.2546,2763536,0.3143,868455,15,0.5824,0.8047,261.51,0.0719,0.5561,0.3591,0.5147,moderate 4361,South Africa,2020,capital,Infrastructure,Mid_Level,60.06,3421294,0.1538,2895086,0.4788,1386301,34,0.63,0.8108,365.21,0.0925,0.7045,0.6748,0.6758,high 4362,Tanzania,2018,remote,Social_Services,Junior,56.11,918567,0.3689,579739,0.1717,99564,21,0.5808,0.8087,282.43,0.0565,0.5382,0.3715,0.4655,low 4363,Botswana,2021,urban,Finance,Mid_Level,2.49,103351,0.1171,91249,0.5299,48356,38,0.5802,0.8845,529.22,0.0943,0.7509,0.6687,0.7229,high 4364,Uganda,2020,capital,Infrastructure,Mid_Level,43.2,335745,0.2344,257049,0.2741,70455,14,0.4791,0.7591,258.54,0.064,0.5321,0.4278,0.5048,moderate 4365,Ghana,2024,capital,Administration,Junior,34.0,892512,0.1357,771383,0.3853,297188,31,0.5562,0.7448,189.18,0.0502,0.5741,0.4222,0.6012,moderate 4366,Uganda,2023,urban,Health,Mid_Level,47.48,351271,0.2453,265113,0.2684,71164,12,0.6202,0.7617,185.28,0.0596,0.5092,0.3774,0.4887,low 4367,Botswana,2024,urban,Education,Mid_Level,2.6,124826,0.1164,110301,0.587,64748,33,0.5936,0.9227,430.24,0.0664,0.6045,0.7159,0.7206,high 4368,Kenya,2020,rural,Security,Senior,50.61,1993254,0.2026,1589323,0.2865,455387,43,0.6389,0.9018,759.59,0.0696,0.7399,0.6939,0.6571,high 4369,Botswana,2025,urban,Security,Mid_Level,2.64,120546,0.1181,106310,0.506,53795,53,0.7407,0.8817,629.32,0.0861,0.7492,0.721,0.7588,high 4370,Uganda,2021,urban,ICT,Mid_Level,44.58,343370,0.2223,267041,0.2515,67163,17,0.6407,0.7927,294.38,0.069,0.4917,0.3423,0.5021,moderate 4371,Kenya,2022,remote,Finance,Senior,52.76,2054696,0.1872,1670062,0.2348,392048,34,0.6232,0.8098,745.04,0.0871,0.7377,0.7618,0.6183,moderate 4372,DRC,2023,rural,Education,Junior,101.74,612867,0.5335,285883,0.1163,33259,9,0.5554,0.6282,108.65,0.0644,0.3069,0.1654,0.3096,critical 4373,Tanzania,2022,capital,Infrastructure,Director,63.15,997560,0.1749,823121,0.3637,299364,17,0.5441,0.7616,757.87,0.0688,0.4656,0.4747,0.548,moderate 4374,Ethiopia,2019,urban,Security,Senior,111.37,1210279,0.293,855700,0.1921,164381,9,0.5387,0.6618,146.23,0.0546,0.323,0.1688,0.3957,low 4375,DRC,2018,urban,Agriculture,Senior,86.92,449437,0.3361,298370,0.1826,54496,9,0.5574,0.5863,176.19,0.0715,0.3153,0.2252,0.3761,low 4376,Tanzania,2022,urban,Education,Senior,63.15,1123576,0.1839,916916,0.3224,295598,23,0.5796,0.6996,406.95,0.0576,0.5135,0.4795,0.5464,moderate 4377,Uganda,2021,urban,ICT,Mid_Level,44.58,335845,0.2502,251801,0.2836,71422,13,0.5972,0.704,203.61,0.0536,0.5561,0.3346,0.4855,low 4378,Nigeria,2022,remote,Health,Director,218.92,4655747,0.3345,3098414,0.2059,638100,23,0.5133,0.7988,653.77,0.0694,0.5135,0.4474,0.4913,low 4379,Ghana,2024,rural,Health,Mid_Level,34.0,951184,0.2819,683076,0.3024,206586,22,0.6512,0.6788,290.64,0.0597,0.557,0.4003,0.5077,moderate 4380,Mozambique,2021,remote,Education,Mid_Level,30.47,336061,0.3865,206178,0.1031,21264,14,0.6193,0.6058,116.01,0.0563,0.3428,0.2051,0.3598,low 4381,Ethiopia,2021,remote,Security,Mid_Level,117.0,1451158,0.5076,714595,0.1055,75424,10,0.5262,0.6438,150.53,0.0653,0.3254,0.2208,0.3257,critical 4382,Nigeria,2021,rural,Infrastructure,Junior,213.58,4441616,0.285,3175947,0.2079,660293,25,0.5849,0.7275,269.1,0.0589,0.5716,0.328,0.4923,low 4383,Mozambique,2024,capital,Education,Junior,33.0,314223,0.2945,221694,0.1994,44206,12,0.5445,0.6157,117.36,0.0683,0.3179,0.1913,0.3995,low 4384,South Africa,2020,urban,Education,Junior,60.06,2746923,0.1375,2369150,0.5652,1339065,36,0.5546,0.8638,491.01,0.0824,0.7087,0.546,0.702,high 4385,Uganda,2023,urban,ICT,Mid_Level,47.48,378740,0.255,282149,0.2782,78492,14,0.5603,0.8205,235.82,0.0547,0.4888,0.3283,0.4956,low 4386,Tanzania,2021,remote,Education,Junior,61.31,943405,0.349,614124,0.1814,111377,19,0.6003,0.7975,303.02,0.0561,0.5119,0.4253,0.4689,low 4387,Botswana,2020,urban,Security,Junior,2.45,96508,0.1378,83205,0.4608,38337,45,0.5871,0.9058,516.36,0.0705,0.7762,0.5512,0.7118,high 4388,Mozambique,2025,remote,Security,Senior,33.89,371826,0.4711,196661,0.1,19666,8,0.4688,0.6517,129.83,0.0595,0.2808,0.2297,0.326,critical 4389,DRC,2018,rural,Health,Mid_Level,86.92,495562,0.4895,252996,0.1046,26473,8,0.5334,0.6947,88.04,0.051,0.3432,0.199,0.3322,critical 4390,Tanzania,2023,urban,Security,Junior,65.05,1287411,0.1928,1039218,0.3243,337044,16,0.514,0.7077,259.88,0.0598,0.5304,0.4557,0.5276,moderate 4391,Kenya,2018,rural,Social_Services,Mid_Level,48.55,1790897,0.2116,1411970,0.3574,504655,32,0.655,0.856,382.04,0.0714,0.701,0.6376,0.6287,moderate 4392,Mozambique,2022,rural,Social_Services,Junior,31.29,290858,0.4017,174007,0.1388,24146,15,0.5826,0.6185,91.6,0.0654,0.2839,0.1753,0.3605,low 4393,DRC,2020,rural,Security,Junior,92.57,582884,0.5024,290053,0.1308,37941,6,0.4882,0.6895,115.66,0.0698,0.3173,0.1643,0.3237,critical 4394,Senegal,2021,urban,Justice,Junior,16.62,407544,0.1769,335455,0.3611,121121,22,0.6677,0.8046,313.29,0.0677,0.4776,0.3472,0.5542,moderate 4395,Rwanda,2020,remote,ICT,Junior,12.73,350623,0.1914,283523,0.256,72594,51,0.79,0.8597,524.1,0.0852,0.7022,0.6712,0.66,high 4396,Nigeria,2023,remote,Administration,Mid_Level,224.39,4176400,0.4301,2380288,0.1905,453386,18,0.5939,0.7384,300.02,0.0561,0.491,0.4469,0.4396,low 4397,Botswana,2019,urban,Finance,Junior,2.41,95899,0.1014,86176,0.546,47052,46,0.7735,0.8162,362.18,0.0788,0.6038,0.5873,0.7177,high 4398,South Africa,2023,urban,Education,Senior,61.51,3100019,0.1477,2641992,0.4622,1221212,50,0.6475,0.8266,603.74,0.0847,0.6531,0.5745,0.7004,high 4399,Nigeria,2022,rural,Agriculture,Mid_Level,218.92,5000178,0.2742,3629125,0.238,863886,16,0.5645,0.7478,290.75,0.059,0.4465,0.4719,0.485,low 4400,Ghana,2020,capital,Administration,Mid_Level,31.29,872750,0.1464,744964,0.3636,270874,23,0.5467,0.7845,207.27,0.0499,0.4959,0.3651,0.5656,moderate 4401,Botswana,2020,urban,Education,Junior,2.45,112779,0.1279,98349,0.5431,53411,34,0.552,0.9234,416.89,0.0906,0.6089,0.6957,0.7078,high 4402,DRC,2022,rural,Education,Senior,98.59,627577,0.5082,308650,0.1354,41788,5,0.5589,0.7108,230.9,0.0522,0.3279,0.1647,0.3252,critical 4403,DRC,2023,rural,Finance,Junior,101.74,562690,0.4511,308868,0.1056,32609,7,0.5292,0.6519,125.54,0.0655,0.2655,0.228,0.3283,critical 4404,Uganda,2020,capital,Health,Senior,43.2,343314,0.2167,268908,0.3388,91113,15,0.5826,0.7122,352.45,0.0554,0.4619,0.4638,0.5174,moderate 4405,Uganda,2019,capital,Education,Mid_Level,41.86,316366,0.2114,249478,0.2599,64841,17,0.6083,0.7717,284.97,0.0682,0.4649,0.4465,0.5115,moderate 4406,Nigeria,2018,remote,Agriculture,Senior,198.33,3951163,0.36,2528562,0.1911,483268,17,0.585,0.6752,451.07,0.052,0.517,0.4568,0.4489,low 4407,South Africa,2023,urban,Infrastructure,Junior,61.51,2804769,0.1897,2272571,0.5628,1278914,45,0.7613,0.9132,456.59,0.0756,0.6915,0.5438,0.7163,high 4408,Rwanda,2018,capital,Infrastructure,Mid_Level,12.14,318144,0.0836,291543,0.5405,157583,50,0.7585,0.7991,521.53,0.0717,0.7967,0.7603,0.7648,high 4409,Nigeria,2020,capital,Health,Junior,208.37,4331850,0.1743,3576631,0.3259,1165506,18,0.6224,0.695,198.53,0.0498,0.4346,0.3463,0.5152,moderate 4410,Ghana,2024,remote,Education,Junior,34.0,764669,0.2453,577129,0.2315,133587,25,0.5694,0.7064,201.19,0.0506,0.5249,0.4255,0.5101,moderate 4411,Uganda,2019,capital,Social_Services,Mid_Level,41.86,302505,0.2546,225499,0.3308,74590,13,0.5953,0.8011,227.14,0.0702,0.4854,0.3371,0.504,moderate 4412,Tanzania,2024,capital,Education,Mid_Level,67.0,1208481,0.1464,1031570,0.3663,377841,12,0.4972,0.7689,290.41,0.0589,0.4928,0.4704,0.5466,moderate 4413,Tanzania,2020,urban,Security,Director,59.53,1156538,0.1678,962498,0.3325,320049,19,0.6234,0.6897,782.73,0.067,0.5522,0.4609,0.5434,moderate 4414,South Africa,2018,rural,Security,Mid_Level,59.11,3022123,0.2065,2398191,0.3718,891558,34,0.7156,0.8684,457.66,0.0647,0.6286,0.5956,0.629,moderate 4415,South Africa,2019,urban,Security,Senior,59.58,3294872,0.1764,2713803,0.4563,1238439,48,0.6538,0.8845,861.4,0.0654,0.7317,0.7621,0.7221,high 4416,Tanzania,2023,urban,Finance,Junior,65.05,1074232,0.2288,828435,0.2979,246757,14,0.5391,0.7407,225.9,0.0484,0.4801,0.4635,0.5077,moderate 4417,Mozambique,2020,urban,Security,Junior,29.66,327007,0.2932,231121,0.2,46222,9,0.4665,0.6953,99.93,0.0585,0.3007,0.1619,0.3997,low 4418,Mozambique,2023,rural,Administration,Junior,32.13,289342,0.3469,188966,0.1356,25618,15,0.5714,0.6202,99.47,0.0605,0.2731,0.1664,0.3716,low 4419,Ghana,2022,rural,Health,Mid_Level,32.62,832951,0.253,622224,0.2387,148517,29,0.6213,0.7369,240.91,0.0589,0.5527,0.43,0.5277,moderate 4420,Tanzania,2020,capital,Education,Junior,59.53,1105874,0.1859,900275,0.3181,286396,21,0.6685,0.7455,245.87,0.0499,0.5568,0.3429,0.5373,moderate 4421,Rwanda,2023,urban,Education,Junior,13.67,429156,0.1012,385737,0.4139,159653,62,0.745,0.8841,440.18,0.0687,0.6022,0.6096,0.737,high 4422,South Africa,2018,remote,Education,Junior,59.11,3434477,0.3191,2338520,0.3102,725485,33,0.5463,0.888,592.39,0.0752,0.7915,0.7207,0.6147,moderate 4423,Tanzania,2021,rural,Health,Junior,61.31,994394,0.2434,752322,0.2044,153809,20,0.6373,0.702,237.59,0.0624,0.4467,0.3777,0.478,low 4424,Senegal,2019,rural,Administration,Mid_Level,15.76,364398,0.235,278751,0.2937,81864,23,0.5361,0.6766,195.84,0.051,0.5035,0.3903,0.513,moderate 4425,Rwanda,2022,capital,Social_Services,Junior,13.35,422591,0.1034,378892,0.5143,194853,40,0.6824,0.9222,591.55,0.0682,0.6645,0.7254,0.73,high 4426,Ethiopia,2019,rural,Administration,Junior,111.37,1173691,0.4133,688585,0.151,104004,10,0.508,0.6505,95.36,0.0521,0.2896,0.1672,0.3527,low 4427,Nigeria,2025,urban,Education,Mid_Level,235.75,4603317,0.2662,3377866,0.2857,965200,19,0.5301,0.7805,256.84,0.0537,0.5038,0.4446,0.5143,moderate 4428,Ethiopia,2025,urban,Health,Mid_Level,129.15,1460707,0.3459,955513,0.2377,227126,8,0.5236,0.5881,136.24,0.0611,0.3431,0.187,0.3842,low 4429,Uganda,2023,rural,Infrastructure,Junior,47.48,365367,0.3211,248039,0.2115,52453,16,0.5922,0.8217,223.87,0.0519,0.4339,0.3413,0.4634,low 4430,Botswana,2020,capital,Administration,Junior,2.45,124480,0.1065,111229,0.5829,64837,47,0.6671,0.8258,548.92,0.0928,0.752,0.6346,0.7492,high 4431,South Africa,2024,urban,Infrastructure,Senior,62.0,3290608,0.1668,2741592,0.5198,1425123,38,0.6103,0.8526,947.08,0.0801,0.8029,0.7332,0.7147,high 4432,Ghana,2021,urban,Security,Director,31.94,778021,0.1594,654021,0.3424,223918,25,0.5899,0.7521,619.8,0.0618,0.4721,0.3961,0.5579,moderate 4433,Senegal,2021,urban,Finance,Mid_Level,16.62,388663,0.1555,328207,0.3765,123562,27,0.657,0.7913,284.95,0.0574,0.5682,0.3507,0.5833,moderate 4434,DRC,2020,urban,Infrastructure,Mid_Level,92.57,515161,0.4263,295530,0.173,51115,10,0.5572,0.6613,153.46,0.0707,0.3174,0.1692,0.3595,low 4435,Mozambique,2018,capital,Health,Mid_Level,28.12,276651,0.2759,200335,0.2414,48363,11,0.6043,0.7015,132.82,0.0681,0.3383,0.1965,0.4276,low 4436,Ethiopia,2022,rural,Finance,Director,119.93,1262773,0.397,761419,0.1795,136681,11,0.5095,0.6713,210.35,0.0608,0.3377,0.2095,0.3785,low 4437,Tanzania,2025,capital,Infrastructure,Mid_Level,69.01,1068246,0.2018,852680,0.3115,265570,21,0.5454,0.8222,308.12,0.0686,0.5281,0.3842,0.5445,moderate 4438,Senegal,2021,rural,Education,Junior,16.62,363975,0.2185,284448,0.2788,79316,25,0.6225,0.7731,305.75,0.0494,0.5106,0.3297,0.5276,moderate 4439,Nigeria,2018,urban,Education,Mid_Level,198.33,4345742,0.2511,3254512,0.3379,1099671,14,0.4765,0.7035,215.24,0.0591,0.482,0.3442,0.4948,low 4440,Mozambique,2018,capital,Health,Junior,28.12,241785,0.2506,181192,0.2274,41198,11,0.5053,0.665,129.53,0.0651,0.2806,0.2365,0.4232,low 4441,Senegal,2019,remote,Security,Junior,15.76,315328,0.241,239326,0.2004,47964,28,0.6795,0.8222,223.31,0.0573,0.537,0.36,0.5229,moderate 4442,Mozambique,2020,urban,Finance,Senior,29.66,252935,0.2334,193900,0.1685,32675,13,0.5299,0.6462,176.36,0.0529,0.3261,0.1749,0.4133,low 4443,Tanzania,2023,rural,Education,Mid_Level,65.05,1071462,0.2667,785666,0.2386,187444,14,0.5855,0.695,185.68,0.0564,0.4577,0.3439,0.4624,low 4444,Rwanda,2020,rural,Social_Services,Director,12.73,433691,0.1514,368025,0.3555,130834,44,0.7561,0.8243,1426.12,0.0891,0.8004,0.5283,0.6675,high 4445,Kenya,2020,urban,Social_Services,Mid_Level,50.61,1545842,0.1543,1307345,0.4284,560122,42,0.7449,0.9211,585.72,0.0881,0.7022,0.6646,0.6984,high 4446,Botswana,2022,urban,Education,Junior,2.52,102572,0.137,88522,0.5154,45623,38,0.7105,0.9172,351.39,0.0921,0.6006,0.7045,0.7077,high 4447,South Africa,2025,capital,Administration,Mid_Level,62.5,3793018,0.1337,3285767,0.4798,1576454,43,0.675,0.9035,478.72,0.0641,0.6969,0.6931,0.7185,high 4448,Ghana,2020,urban,Agriculture,Mid_Level,31.29,720164,0.1634,602519,0.4066,244967,22,0.6322,0.7151,288.23,0.0518,0.4928,0.3506,0.5574,moderate 4449,Rwanda,2022,rural,Infrastructure,Junior,13.35,451173,0.1155,399073,0.3592,143362,56,0.81,0.9114,395.08,0.0943,0.6267,0.6666,0.717,high 4450,DRC,2019,urban,Social_Services,Director,89.7,509278,0.3508,330632,0.18,59502,8,0.5954,0.6277,243.76,0.0612,0.297,0.2305,0.3742,low 4451,Nigeria,2018,capital,Health,Mid_Level,198.33,3758860,0.1678,3128141,0.4017,1256689,23,0.6603,0.6918,222.28,0.063,0.4368,0.4786,0.5613,moderate 4452,Nigeria,2025,urban,ICT,Director,235.75,4869226,0.1876,3955682,0.293,1159093,17,0.6232,0.7559,749.07,0.0651,0.5472,0.3625,0.5232,moderate 4453,Ethiopia,2023,capital,Security,Mid_Level,122.93,1402292,0.302,978831,0.2045,200156,11,0.5498,0.641,122.14,0.0545,0.3105,0.1783,0.3982,low 4454,Nigeria,2025,rural,Administration,Mid_Level,235.75,4122218,0.3025,2875094,0.2547,732223,21,0.6163,0.7554,269.95,0.0615,0.4367,0.4136,0.4889,low 4455,Kenya,2021,urban,Health,Director,51.68,1992533,0.1107,1771956,0.4927,873100,42,0.7235,0.9231,1369.77,0.0679,0.6286,0.5387,0.7057,high 4456,South Africa,2021,capital,Health,Mid_Level,60.54,3022627,0.1337,2618573,0.5726,1499341,41,0.6743,0.825,576.65,0.0689,0.6883,0.6206,0.7169,high 4457,Nigeria,2024,capital,ICT,Junior,230.0,4517247,0.2085,3575287,0.3516,1257193,24,0.6218,0.7772,307.22,0.0511,0.4921,0.3843,0.55,moderate 4458,Mozambique,2024,remote,Finance,Junior,33.0,355866,0.5344,165699,0.1007,16689,9,0.4783,0.5981,104.91,0.0652,0.2807,0.227,0.3046,critical 4459,Mozambique,2020,rural,Education,Junior,29.66,273633,0.4034,163250,0.1511,24665,12,0.5352,0.6577,151.79,0.0498,0.2624,0.1995,0.3618,low 4460,Ghana,2024,remote,Security,Junior,34.0,916014,0.2661,672257,0.1794,120631,19,0.6569,0.7822,197.03,0.0555,0.5575,0.4342,0.4923,low 4461,Ethiopia,2019,remote,Agriculture,Mid_Level,111.37,1371088,0.5739,584220,0.1115,65129,7,0.5518,0.6466,142.42,0.0703,0.31,0.2076,0.3006,critical 4462,Tanzania,2023,capital,Education,Mid_Level,65.05,1180352,0.196,948954,0.2975,282347,19,0.6346,0.7745,186.57,0.0639,0.5526,0.3438,0.5287,moderate 4463,Uganda,2022,urban,Education,Junior,46.01,359551,0.2777,259695,0.2955,76734,11,0.4952,0.7713,193.45,0.0638,0.5235,0.3739,0.4874,low 4464,DRC,2025,rural,ICT,Junior,108.36,735078,0.4947,371459,0.1376,51124,8,0.6008,0.6304,129.57,0.0488,0.3075,0.19,0.3251,critical 4465,Rwanda,2024,urban,Infrastructure,Executive,14.0,469204,0.1266,409783,0.4162,170558,61,0.7279,0.9099,2010.36,0.0853,0.6477,0.5706,0.7332,high 4466,Uganda,2022,capital,Security,Junior,46.01,334936,0.2184,261780,0.2702,70729,11,0.587,0.7378,213.21,0.0553,0.5441,0.3561,0.4911,low 4467,Senegal,2024,rural,Health,Director,18.0,403611,0.2453,304623,0.242,73729,24,0.6143,0.7155,756.86,0.0675,0.5255,0.4589,0.515,moderate 4468,Ethiopia,2019,rural,Education,Director,111.37,1362325,0.4787,710246,0.1446,102717,8,0.574,0.6316,226.19,0.0638,0.2649,0.2045,0.3282,critical 4469,Kenya,2024,urban,Infrastructure,Junior,55.0,1730329,0.109,1541711,0.4797,739551,25,0.6646,0.8325,623.07,0.069,0.7651,0.7451,0.6811,high 4470,Uganda,2021,remote,Education,Junior,44.58,407084,0.4062,241746,0.1288,31131,14,0.6379,0.8011,189.45,0.0566,0.5055,0.4474,0.4311,low 4471,Uganda,2019,capital,Security,Junior,41.86,336439,0.2598,249029,0.315,78451,15,0.6073,0.7635,298.52,0.0619,0.4899,0.4156,0.5064,moderate 4472,South Africa,2021,capital,Finance,Director,60.54,3293003,0.1659,2746743,0.5655,1553231,39,0.6377,0.7987,886.6,0.0916,0.6533,0.6739,0.6999,high 4473,Ghana,2021,capital,Health,Director,31.94,765543,0.1481,652162,0.3677,239804,17,0.6061,0.808,533.0,0.0587,0.5181,0.3467,0.5551,moderate 4474,South Africa,2020,urban,Security,Executive,60.06,3179950,0.1544,2688987,0.5178,1392297,30,0.528,0.8289,1483.52,0.0793,0.6636,0.7525,0.6818,high 4475,Uganda,2019,rural,Security,Executive,41.86,341804,0.4042,203630,0.1911,38908,11,0.5284,0.7759,852.61,0.0513,0.4407,0.4046,0.4251,low 4476,South Africa,2020,rural,Security,Director,60.06,3641423,0.1825,2977027,0.3314,986587,33,0.7039,0.7875,1188.15,0.0657,0.6954,0.53,0.6104,moderate 4477,Kenya,2023,urban,ICT,Executive,53.87,2046335,0.1238,1792986,0.3888,697143,27,0.6427,0.7878,1740.54,0.067,0.6058,0.6212,0.6246,moderate 4478,Rwanda,2021,capital,Administration,Mid_Level,13.04,366744,0.1089,326822,0.512,167330,48,0.7442,0.8274,590.89,0.0641,0.6467,0.6579,0.7254,high 4479,Botswana,2024,rural,Administration,Junior,2.6,131831,0.1421,113096,0.3493,39507,44,0.6174,0.7704,541.84,0.077,0.7888,0.7758,0.6838,high 4480,South Africa,2025,urban,Education,Director,62.5,3186547,0.1627,2668046,0.5151,1374198,43,0.5923,0.7976,875.01,0.0672,0.667,0.7666,0.7086,high 4481,Ethiopia,2024,urban,Health,Executive,126.0,1611883,0.3179,1099403,0.2516,276582,12,0.4848,0.6677,534.7,0.0687,0.2999,0.2144,0.415,low 4482,Ghana,2020,urban,Agriculture,Junior,31.29,850777,0.1798,697790,0.4256,296961,29,0.6275,0.7782,302.23,0.0561,0.5343,0.4678,0.6009,moderate 4483,Nigeria,2018,urban,Health,Junior,198.33,4357773,0.1979,3495319,0.2841,992866,17,0.6156,0.6911,262.93,0.0658,0.5106,0.4696,0.5157,moderate 4484,Rwanda,2024,capital,Social_Services,Mid_Level,14.0,478929,0.1146,424027,0.4532,192151,42,0.6988,0.7745,470.3,0.0956,0.7054,0.6061,0.687,high 4485,Ethiopia,2019,rural,Administration,Director,111.37,1162037,0.3487,756808,0.1836,138912,12,0.5019,0.6107,316.13,0.0556,0.3196,0.1765,0.3799,low 4486,Senegal,2024,urban,Health,Junior,18.0,338950,0.1714,280856,0.3064,86043,17,0.618,0.7508,263.94,0.0548,0.5708,0.4779,0.5437,moderate 4487,Kenya,2020,rural,Social_Services,Director,50.61,1963663,0.1756,1618767,0.3067,496399,44,0.6574,0.8534,947.08,0.0734,0.6292,0.5414,0.6378,moderate 4488,Senegal,2020,urban,Justice,Mid_Level,16.18,390619,0.1447,334102,0.3832,128014,16,0.5263,0.7416,318.58,0.0502,0.4644,0.3444,0.5417,moderate 4489,Tanzania,2021,urban,Health,Mid_Level,61.31,1098874,0.2083,869963,0.3395,295358,23,0.5216,0.7258,320.85,0.0616,0.4845,0.3896,0.5366,moderate 4490,Rwanda,2024,rural,Education,Junior,14.0,445176,0.1191,392160,0.3709,145441,35,0.6325,0.8997,624.28,0.0841,0.7065,0.7013,0.6762,high 4491,Senegal,2024,capital,Agriculture,Senior,18.0,446541,0.1382,384821,0.4303,165580,23,0.5624,0.8225,275.69,0.0689,0.5043,0.4136,0.5957,moderate 4492,Tanzania,2024,remote,Administration,Mid_Level,67.0,1282727,0.3633,816700,0.1603,130880,15,0.614,0.7554,208.46,0.0691,0.4992,0.4595,0.4459,low 4493,Tanzania,2019,remote,Finance,Junior,57.79,999420,0.3436,656053,0.1579,103617,19,0.5767,0.7733,225.59,0.0542,0.5261,0.4047,0.4602,low 4494,Uganda,2019,rural,Education,Junior,41.86,370560,0.3171,253043,0.1958,49557,11,0.5359,0.8132,258.79,0.0688,0.5063,0.3294,0.4527,low 4495,Ethiopia,2022,urban,Finance,Junior,119.93,1272084,0.2787,917583,0.2135,195893,11,0.588,0.5898,139.94,0.0487,0.2618,0.2209,0.3979,low 4496,Senegal,2021,urban,Education,Mid_Level,16.62,377267,0.173,311985,0.3094,96514,17,0.5568,0.8046,289.4,0.0525,0.4681,0.3806,0.5321,moderate 4497,Rwanda,2024,remote,Health,Mid_Level,14.0,402672,0.1672,335359,0.2519,84486,56,0.7437,0.8371,566.67,0.0772,0.7319,0.5637,0.6663,high 4498,Senegal,2020,rural,Administration,Junior,16.18,380195,0.2146,298601,0.2748,82054,16,0.5795,0.7383,221.73,0.0488,0.5038,0.3747,0.5036,moderate 4499,Tanzania,2025,rural,Health,Junior,69.01,1152644,0.2834,825944,0.2291,189183,16,0.5169,0.7411,212.64,0.0525,0.5474,0.4749,0.4898,low 4500,Rwanda,2024,capital,Administration,Mid_Level,14.0,390450,0.1064,348891,0.429,149663,35,0.6897,0.7923,491.69,0.0808,0.8037,0.6057,0.6779,high 4501,Senegal,2020,urban,Infrastructure,Mid_Level,16.18,396367,0.1755,326786,0.3902,127517,20,0.6272,0.8192,186.82,0.0584,0.5145,0.4137,0.5694,moderate 4502,Uganda,2022,rural,Education,Director,46.01,402154,0.3302,269364,0.172,46318,16,0.4839,0.748,655.77,0.0715,0.4721,0.4349,0.4533,low 4503,Ghana,2025,urban,Health,Junior,34.71,839087,0.1674,698652,0.3638,254173,24,0.6027,0.7148,241.03,0.0636,0.5085,0.4408,0.5613,moderate 4504,Ethiopia,2020,urban,Infrastructure,Director,114.15,1415812,0.2883,1007675,0.1894,190887,10,0.613,0.6717,286.4,0.0498,0.2655,0.2195,0.3995,low 4505,Senegal,2020,urban,Education,Senior,16.18,335190,0.1411,287906,0.338,97306,24,0.5807,0.7898,415.95,0.0565,0.5563,0.3318,0.5665,moderate 4506,Kenya,2023,urban,Education,Junior,53.87,1935058,0.1228,1697498,0.4541,770858,35,0.6916,0.7955,456.97,0.0803,0.7478,0.6074,0.6752,high 4507,Nigeria,2020,remote,Health,Mid_Level,208.37,4547846,0.3392,3005183,0.1766,530727,20,0.6271,0.8061,233.9,0.0564,0.4777,0.3513,0.4632,low 4508,Mozambique,2018,remote,Education,Junior,28.12,251308,0.5649,109332,0.1,10933,13,0.5985,0.6823,108.01,0.0634,0.2804,0.1933,0.316,critical 4509,South Africa,2024,urban,Finance,Mid_Level,62.0,3522833,0.2004,2816796,0.5349,1506586,39,0.6005,0.845,481.97,0.0832,0.7263,0.5764,0.6881,high 4510,Senegal,2024,urban,Justice,Junior,18.0,428052,0.1652,357340,0.3439,122886,17,0.6339,0.683,192.05,0.0683,0.5283,0.455,0.538,moderate 4511,Botswana,2025,urban,Social_Services,Junior,2.64,133422,0.1329,115690,0.5919,68474,46,0.7109,0.9231,440.7,0.075,0.7739,0.7709,0.7727,high 4512,Rwanda,2023,urban,Health,Mid_Level,13.67,450048,0.0911,409027,0.433,177099,38,0.6205,0.8631,389.0,0.0792,0.5979,0.7343,0.6931,high 4513,DRC,2023,rural,Social_Services,Junior,101.74,696118,0.393,422539,0.118,49877,5,0.5856,0.6471,103.69,0.0587,0.3406,0.1784,0.3427,critical 4514,Uganda,2020,capital,Education,Senior,43.2,343453,0.2015,274253,0.3298,90458,18,0.6541,0.6842,361.5,0.0692,0.4428,0.378,0.5118,moderate 4515,Kenya,2025,capital,Security,Director,56.15,2025575,0.1382,1745643,0.5231,913186,41,0.6898,0.7769,1174.67,0.0907,0.6377,0.5981,0.6889,high 4516,South Africa,2022,urban,Social_Services,Executive,61.02,2852492,0.138,2458724,0.5357,1317243,29,0.5679,0.8244,1758.27,0.0848,0.6532,0.6779,0.6787,high 4517,Ghana,2023,capital,Education,Junior,33.3,898857,0.1317,780437,0.4655,363324,30,0.6231,0.8164,229.98,0.0553,0.4421,0.4364,0.6188,moderate 4518,Nigeria,2021,remote,Administration,Mid_Level,213.58,4209496,0.3353,2797989,0.1612,451142,16,0.5726,0.6963,307.62,0.0712,0.465,0.4231,0.4397,low 4519,Kenya,2021,urban,Justice,Mid_Level,51.68,1898349,0.1158,1678445,0.4056,680772,42,0.7621,0.8594,412.26,0.0804,0.6947,0.6924,0.6951,high 4520,South Africa,2020,rural,ICT,Director,60.06,3649564,0.195,2938023,0.3332,978912,46,0.6771,0.9283,986.65,0.0738,0.7306,0.6265,0.6745,high 4521,Mozambique,2020,rural,Social_Services,Junior,29.66,255204,0.4273,146153,0.1536,22445,12,0.565,0.6329,91.62,0.0671,0.2904,0.2388,0.3594,low 4522,South Africa,2025,urban,Education,Senior,62.5,3575155,0.139,3078332,0.5005,1540781,34,0.5501,0.8382,584.91,0.0731,0.7139,0.5845,0.681,high 4523,Senegal,2020,rural,Social_Services,Mid_Level,16.18,365552,0.2013,291951,0.2856,83373,16,0.4959,0.6807,190.3,0.0631,0.5747,0.4162,0.5123,moderate 4524,Rwanda,2020,rural,Education,Mid_Level,12.73,375147,0.1446,320888,0.2962,95061,62,0.7043,0.8672,352.21,0.0787,0.756,0.6792,0.7165,high 4525,Mozambique,2020,rural,Social_Services,Junior,29.66,258005,0.3781,160451,0.1413,22671,8,0.5607,0.6606,106.51,0.0547,0.281,0.1691,0.3549,low 4526,Uganda,2025,capital,Health,Senior,50.57,399615,0.2699,291767,0.3009,87783,18,0.5461,0.7628,311.99,0.0588,0.4449,0.3997,0.5016,moderate 4527,Kenya,2021,capital,Health,Mid_Level,51.68,1926214,0.1278,1680135,0.5117,859708,34,0.6056,0.8818,431.2,0.0841,0.6142,0.6598,0.6907,high 4528,Tanzania,2023,urban,Administration,Junior,65.05,1088549,0.212,857813,0.3381,290051,13,0.4856,0.7448,226.81,0.0612,0.5514,0.3662,0.5175,moderate 4529,Senegal,2018,rural,Agriculture,Mid_Level,15.34,366276,0.2462,276084,0.2287,63137,26,0.6114,0.8057,260.16,0.0695,0.5499,0.3721,0.5237,moderate 4530,Senegal,2023,rural,Infrastructure,Junior,17.53,330489,0.2024,263603,0.2558,67438,22,0.5911,0.6969,297.61,0.0653,0.5545,0.4613,0.5245,moderate 4531,Kenya,2024,rural,Finance,Mid_Level,55.0,1779207,0.2104,1404887,0.3327,467454,37,0.6636,0.8812,555.66,0.0654,0.6841,0.7736,0.651,high 4532,Ethiopia,2024,capital,Finance,Mid_Level,126.0,1728955,0.3306,1157370,0.2095,242524,8,0.4639,0.6103,116.34,0.0624,0.3281,0.167,0.3808,low 4533,Botswana,2020,urban,Finance,Junior,2.45,99580,0.1365,85986,0.486,41788,49,0.783,0.8017,566.56,0.0896,0.7279,0.6046,0.7134,high 4534,Botswana,2019,rural,Education,Senior,2.41,119706,0.1929,96618,0.4205,40626,55,0.8129,0.8489,656.08,0.0701,0.6771,0.5858,0.698,high 4535,Botswana,2024,rural,Finance,Senior,2.6,121947,0.173,100849,0.4198,42338,53,0.776,0.8577,669.32,0.0769,0.738,0.7567,0.7223,high 4536,Kenya,2023,rural,Education,Junior,53.87,2025043,0.2067,1606467,0.3212,515953,24,0.665,0.7815,508.91,0.0793,0.797,0.5524,0.5908,moderate 4537,Botswana,2023,urban,Finance,Junior,2.56,110032,0.1452,94059,0.5631,52961,55,0.7868,0.8358,368.49,0.0736,0.6676,0.5465,0.7388,high 4538,Senegal,2019,capital,Finance,Junior,15.76,322847,0.1429,276715,0.3453,95549,16,0.609,0.8078,225.64,0.0591,0.4682,0.3939,0.548,moderate 4539,Tanzania,2018,urban,Finance,Junior,56.11,1121515,0.1917,906551,0.2755,249760,20,0.5185,0.6878,230.33,0.0671,0.5677,0.4253,0.5234,moderate 4540,Botswana,2025,urban,Education,Mid_Level,2.64,127176,0.1046,113876,0.5153,58679,33,0.6124,0.8607,565.3,0.0754,0.6207,0.6487,0.6912,high 4541,Ethiopia,2019,capital,Security,Mid_Level,111.37,1348673,0.2428,1021241,0.2703,276006,12,0.6044,0.5935,89.2,0.0593,0.2809,0.1869,0.4227,low 4542,DRC,2023,remote,Agriculture,Junior,101.74,526246,0.5356,244404,0.1,24440,6,0.4538,0.6211,87.29,0.0699,0.3021,0.2289,0.3024,critical 4543,Uganda,2023,urban,Finance,Mid_Level,47.48,359431,0.2733,261180,0.2434,63580,17,0.5387,0.7018,286.12,0.0502,0.5678,0.4303,0.4901,low 4544,Senegal,2023,capital,Agriculture,Junior,17.53,365596,0.1569,308230,0.3512,108264,24,0.605,0.8116,249.53,0.0552,0.5562,0.3965,0.5756,moderate 4545,Ghana,2020,urban,Finance,Junior,31.29,851995,0.2031,678977,0.3787,257099,17,0.5003,0.7514,214.13,0.0559,0.5046,0.426,0.5422,moderate 4546,Nigeria,2019,rural,Health,Mid_Level,203.29,4273063,0.275,3097780,0.2642,818490,23,0.6598,0.7263,314.99,0.0596,0.4717,0.4197,0.5029,moderate 4547,Botswana,2025,rural,Education,Junior,2.64,116895,0.1975,93811,0.4376,41050,38,0.5674,0.8856,419.53,0.0708,0.7495,0.5723,0.67,high 4548,Kenya,2024,remote,Health,Mid_Level,55.0,2040569,0.2282,1574999,0.2695,424464,25,0.689,0.8603,414.02,0.0843,0.7346,0.5213,0.5775,moderate 4549,Kenya,2024,capital,Education,Mid_Level,55.0,2083546,0.1267,1819612,0.4974,905032,34,0.6386,0.8381,433.33,0.0756,0.7794,0.6196,0.6933,high 4550,Nigeria,2024,rural,Education,Junior,230.0,4079688,0.2995,2858016,0.2187,624929,17,0.6256,0.7483,224.91,0.0525,0.4906,0.3622,0.4698,low 4551,Rwanda,2018,rural,Agriculture,Senior,12.14,390608,0.116,345279,0.3515,121353,39,0.5719,0.77,905.08,0.0823,0.7573,0.686,0.6662,high 4552,Botswana,2019,urban,Health,Junior,2.41,103404,0.1058,92460,0.5606,51829,47,0.7257,0.9193,458.97,0.0819,0.6736,0.5565,0.7421,high 4553,Nigeria,2024,rural,Security,Junior,230.0,5052735,0.3011,3531186,0.209,738012,17,0.5602,0.7251,192.19,0.0558,0.4254,0.3539,0.4562,low 4554,Mozambique,2023,rural,Education,Director,32.13,277549,0.4055,164995,0.1492,24624,12,0.5092,0.6505,294.65,0.0515,0.2763,0.195,0.3606,low 4555,Botswana,2020,capital,Education,Mid_Level,2.45,116977,0.1233,102557,0.5828,59774,32,0.5773,0.8888,436.54,0.0854,0.731,0.6541,0.7167,high 4556,Nigeria,2020,capital,Security,Junior,208.37,3896163,0.1698,3234599,0.3846,1244027,25,0.5968,0.7293,252.46,0.0574,0.4713,0.4755,0.5703,moderate 4557,Tanzania,2025,rural,Health,Junior,69.01,1129987,0.2728,821734,0.2172,178517,17,0.6401,0.8106,215.7,0.063,0.5549,0.4736,0.5031,moderate 4558,South Africa,2023,capital,Security,Mid_Level,61.51,3053433,0.1758,2516619,0.5624,1415470,49,0.6056,0.8983,525.94,0.0736,0.7791,0.7273,0.7545,high 4559,Ethiopia,2022,remote,Social_Services,Mid_Level,119.93,1246851,0.5478,563777,0.1176,66302,10,0.4666,0.6921,141.97,0.0661,0.3252,0.1745,0.3212,critical 4560,Senegal,2022,rural,Security,Mid_Level,17.07,359125,0.23,276516,0.2206,61003,15,0.5493,0.7573,223.64,0.0644,0.5644,0.3405,0.4892,low 4561,Tanzania,2021,remote,ICT,Mid_Level,61.31,1193218,0.2894,847942,0.1834,155481,23,0.5621,0.7102,192.67,0.0587,0.474,0.3998,0.4749,low 4562,Nigeria,2022,remote,Administration,Junior,218.92,4718386,0.3838,2907670,0.1922,558897,22,0.6458,0.6995,294.38,0.0534,0.5282,0.4736,0.4622,low 4563,Senegal,2022,remote,Social_Services,Mid_Level,17.07,327549,0.2186,255944,0.2154,55134,24,0.6045,0.6754,193.63,0.0646,0.4602,0.377,0.4942,low 4564,DRC,2024,urban,Infrastructure,Junior,105.0,629214,0.3912,383076,0.1516,58067,8,0.546,0.691,110.0,0.0695,0.2973,0.1626,0.3597,low 4565,Nigeria,2018,remote,Health,Senior,198.33,4545443,0.4255,2611357,0.1749,456736,16,0.5066,0.7301,372.83,0.0594,0.5178,0.4467,0.4333,low 4566,Ghana,2019,urban,Justice,Senior,30.64,844032,0.2138,663606,0.4194,278321,32,0.7101,0.7733,421.29,0.0554,0.5598,0.4319,0.5966,moderate 4567,Rwanda,2025,capital,Education,Junior,14.34,485863,0.1079,433422,0.5437,235655,48,0.5904,0.9299,465.24,0.0719,0.7743,0.5735,0.7532,high 4568,Tanzania,2019,urban,Finance,Senior,57.79,1195159,0.1789,981304,0.2803,275095,17,0.5581,0.7984,284.29,0.0519,0.4556,0.3332,0.5165,moderate 4569,Botswana,2018,urban,Administration,Senior,2.38,97141,0.1081,86644,0.5457,47285,40,0.6611,0.8869,929.43,0.07,0.6097,0.5792,0.7113,high 4570,Nigeria,2022,capital,Education,Junior,218.92,3865887,0.2384,2944291,0.3983,1172641,21,0.6513,0.7178,301.7,0.0643,0.46,0.4279,0.5389,moderate 4571,Nigeria,2022,urban,Administration,Junior,218.92,4927491,0.2546,3673150,0.3223,1183985,23,0.5236,0.7502,184.38,0.0527,0.4786,0.3347,0.5183,moderate 4572,Uganda,2025,remote,Health,Junior,50.57,457925,0.3605,292826,0.1705,49938,15,0.5691,0.6803,229.42,0.0681,0.4735,0.4649,0.4359,low 4573,Kenya,2022,rural,Justice,Mid_Level,52.76,2032126,0.2061,1613246,0.3643,587734,26,0.6599,0.8782,560.11,0.0937,0.6032,0.7164,0.6182,moderate 4574,DRC,2021,rural,Education,Junior,95.53,593222,0.4548,323453,0.1127,36460,5,0.4659,0.6641,113.23,0.0487,0.2866,0.1892,0.3242,critical 4575,Tanzania,2019,capital,Health,Mid_Level,57.79,1123856,0.1572,947238,0.3184,301580,22,0.6703,0.76,234.89,0.0717,0.4337,0.3673,0.5394,moderate 4576,DRC,2022,urban,Administration,Mid_Level,98.59,660776,0.3356,439020,0.1484,65168,9,0.5325,0.6881,106.71,0.0506,0.312,0.1811,0.3782,low 4577,Senegal,2025,urban,Education,Senior,18.49,391729,0.1389,337332,0.3245,109449,24,0.5287,0.7795,475.78,0.0513,0.4667,0.3745,0.5574,moderate 4578,Uganda,2022,rural,ICT,Executive,46.01,348194,0.3178,237543,0.185,43936,15,0.5211,0.7973,977.67,0.0483,0.543,0.3876,0.467,low 4579,Uganda,2025,rural,Infrastructure,Junior,50.57,407125,0.3764,253893,0.2213,56186,17,0.6423,0.7814,246.95,0.0579,0.4965,0.3684,0.4574,low 4580,Kenya,2019,capital,Security,Junior,49.57,1678383,0.1045,1503056,0.5072,762299,31,0.6285,0.9071,508.45,0.0736,0.7203,0.7734,0.7136,high 4581,Nigeria,2022,urban,Justice,Mid_Level,218.92,4992074,0.1942,4022728,0.3783,1521833,22,0.6081,0.7891,197.65,0.0541,0.4428,0.3988,0.5536,moderate 4582,Senegal,2022,remote,Finance,Mid_Level,17.07,364633,0.3022,254451,0.1699,43234,16,0.5339,0.8243,255.11,0.0636,0.4397,0.3824,0.4628,low 4583,DRC,2025,rural,Health,Senior,108.36,573389,0.5028,285105,0.1075,30638,9,0.6121,0.6187,217.56,0.0697,0.3233,0.2221,0.321,critical 4584,Ghana,2023,capital,Education,Junior,33.3,759764,0.1574,640148,0.3898,249553,25,0.5965,0.6762,194.68,0.0621,0.5719,0.4122,0.5704,moderate 4585,Tanzania,2025,remote,Security,Mid_Level,69.01,1271870,0.2906,902273,0.1512,136405,15,0.5316,0.7166,203.85,0.0661,0.4809,0.4131,0.4495,low 4586,Uganda,2021,urban,Finance,Mid_Level,44.58,327938,0.3222,222279,0.2833,62980,16,0.5379,0.8041,230.06,0.068,0.459,0.4538,0.4922,low 4587,Nigeria,2025,capital,Health,Senior,235.75,4833292,0.1796,3965382,0.3638,1442747,25,0.6795,0.7211,417.49,0.0603,0.468,0.3429,0.5478,moderate 4588,Senegal,2019,capital,Security,Junior,15.76,355496,0.1588,299059,0.327,97779,21,0.544,0.7671,196.51,0.0617,0.5129,0.4223,0.5531,moderate 4589,Rwanda,2018,remote,Finance,Mid_Level,12.14,388121,0.2106,306401,0.2659,81481,55,0.7621,0.8804,512.12,0.0805,0.695,0.7183,0.6747,high 4590,Tanzania,2021,capital,Infrastructure,Mid_Level,61.31,1125165,0.1843,917814,0.3241,297457,14,0.5928,0.6806,213.21,0.0704,0.4802,0.3734,0.5074,moderate 4591,Senegal,2018,urban,Education,Junior,15.34,312088,0.1899,252831,0.3584,90612,16,0.6369,0.7964,190.06,0.0536,0.4539,0.4305,0.54,moderate 4592,Tanzania,2022,rural,Infrastructure,Junior,63.15,1048985,0.2813,753913,0.2155,162485,16,0.515,0.793,266.34,0.0533,0.4875,0.4329,0.4845,low 4593,Senegal,2023,urban,Security,Mid_Level,17.53,337638,0.1674,281118,0.3044,85569,25,0.6589,0.6829,224.65,0.0668,0.5245,0.3817,0.5398,moderate 4594,Ghana,2020,urban,Health,Executive,31.29,823725,0.1836,672528,0.441,296593,23,0.6578,0.8087,772.68,0.0718,0.5374,0.3751,0.5844,moderate 4595,Mozambique,2021,capital,Justice,Junior,30.47,290207,0.2577,215415,0.2164,46609,9,0.4574,0.6778,115.5,0.0652,0.2899,0.1898,0.4118,low 4596,Senegal,2025,urban,Education,Junior,18.49,369481,0.1427,316745,0.3991,126418,16,0.5997,0.6921,198.68,0.0656,0.5194,0.3766,0.5475,moderate 4597,Kenya,2019,urban,Administration,Mid_Level,49.57,1941952,0.1235,1702051,0.4354,741135,38,0.7245,0.8686,364.64,0.0783,0.7757,0.725,0.7033,high 4598,South Africa,2025,rural,Health,Junior,62.5,3158865,0.1929,2549521,0.3809,971061,36,0.5853,0.8051,632.25,0.0886,0.6625,0.7234,0.6463,moderate 4599,DRC,2025,rural,Education,Junior,108.36,706346,0.3946,427593,0.1123,48039,5,0.4805,0.6259,110.23,0.0514,0.3102,0.237,0.3405,critical 4600,Kenya,2018,rural,Education,Mid_Level,48.55,1528096,0.2079,1210363,0.2743,331968,29,0.6446,0.8796,487.31,0.0718,0.7256,0.7778,0.6214,moderate 4601,Botswana,2023,capital,Administration,Mid_Level,2.56,118716,0.0975,107137,0.5409,57952,44,0.6954,0.8248,544.42,0.0693,0.7673,0.5645,0.7277,high 4602,Senegal,2025,rural,Justice,Junior,18.49,383690,0.2432,290392,0.2817,81795,23,0.5715,0.7589,280.6,0.0669,0.4926,0.447,0.5249,moderate 4603,Tanzania,2023,rural,Social_Services,Junior,65.05,1265361,0.2751,917288,0.235,215540,15,0.606,0.6923,204.21,0.0564,0.5392,0.3865,0.4739,low 4604,South Africa,2022,remote,Security,Senior,61.02,2878312,0.2349,2202116,0.2491,548544,49,0.744,0.8297,934.78,0.085,0.763,0.5429,0.6311,moderate 4605,Rwanda,2024,urban,Health,Junior,14.0,428371,0.1118,380497,0.4178,158974,44,0.6546,0.7668,641.08,0.0905,0.6476,0.7396,0.6902,high 4606,South Africa,2022,capital,Justice,Junior,61.02,3160194,0.1675,2630961,0.6044,1590117,34,0.6557,0.9082,609.68,0.0641,0.6149,0.5692,0.6989,high 4607,Ethiopia,2018,remote,Health,Director,108.65,1227887,0.4356,692978,0.1156,80111,11,0.4844,0.709,241.83,0.0696,0.2563,0.2189,0.3514,low 4608,Ghana,2021,rural,Security,Junior,31.94,690662,0.2308,531245,0.2867,152290,30,0.5709,0.7202,225.99,0.0654,0.4439,0.4035,0.5317,moderate 4609,Botswana,2022,urban,Infrastructure,Junior,2.52,130129,0.1235,114056,0.5814,66307,46,0.7068,0.9031,644.51,0.0685,0.7171,0.5674,0.7434,high 4610,Senegal,2018,remote,ICT,Mid_Level,15.34,327949,0.2977,230328,0.2201,50687,27,0.6742,0.7521,207.31,0.0512,0.4357,0.3746,0.4919,low 4611,DRC,2018,rural,Social_Services,Senior,86.92,456569,0.4224,263709,0.1369,36092,10,0.6165,0.705,141.7,0.067,0.2741,0.1806,0.3548,low 4612,Mozambique,2021,remote,Finance,Junior,30.47,342081,0.4389,191945,0.1168,22427,13,0.4842,0.6429,93.49,0.0654,0.3218,0.1841,0.349,critical 4613,Rwanda,2023,urban,Agriculture,Mid_Level,13.67,451893,0.1077,403222,0.49,197582,43,0.6653,0.7798,494.71,0.0759,0.7884,0.5882,0.7077,high 4614,Rwanda,2025,capital,Agriculture,Junior,14.34,481723,0.0953,435800,0.4682,204050,40,0.7089,0.9168,580.03,0.0806,0.7883,0.6531,0.7249,high 4615,Rwanda,2019,capital,Security,Senior,12.43,395262,0.0815,363039,0.4983,180888,36,0.7252,0.7825,935.32,0.0755,0.7178,0.7033,0.7037,high 4616,Rwanda,2024,rural,Infrastructure,Junior,14.0,382307,0.1544,323274,0.3259,105354,56,0.7849,0.8076,357.43,0.08,0.6631,0.5468,0.675,high 4617,Ethiopia,2021,urban,Education,Junior,117.0,1212659,0.3733,759965,0.2344,178107,8,0.5424,0.6705,122.18,0.0625,0.3332,0.2312,0.3923,low 4618,Rwanda,2018,urban,Finance,Junior,12.14,408787,0.1292,355952,0.4911,174801,43,0.5845,0.813,531.83,0.0732,0.7511,0.7752,0.7225,high 4619,Uganda,2019,remote,Infrastructure,Junior,41.86,304461,0.373,190905,0.161,30738,16,0.6091,0.7075,287.18,0.0631,0.4846,0.3477,0.4264,low 4620,Ethiopia,2023,remote,Social_Services,Executive,122.93,1320689,0.5561,586282,0.1148,67318,9,0.5095,0.6711,561.88,0.0613,0.318,0.1882,0.3135,critical 4621,Ethiopia,2021,capital,Health,Mid_Level,117.0,1604645,0.3274,1079350,0.2686,289911,9,0.5762,0.7067,88.37,0.0587,0.2885,0.2274,0.4154,low 4622,Mozambique,2022,remote,Health,Junior,31.29,317872,0.4261,182413,0.1232,22468,13,0.5697,0.6028,140.96,0.0713,0.3272,0.2052,0.3504,low 4623,Kenya,2023,urban,Health,Senior,53.87,1734842,0.1249,1518108,0.4948,751220,40,0.67,0.8082,895.57,0.0811,0.7097,0.5694,0.6916,high 4624,Ethiopia,2021,urban,Education,Mid_Level,117.0,1547612,0.2918,1095946,0.2032,222731,12,0.5929,0.6585,132.96,0.05,0.3214,0.2313,0.4119,low 4625,Botswana,2021,rural,Agriculture,Junior,2.49,95539,0.1429,81885,0.4375,35821,57,0.6279,0.8278,634.02,0.0817,0.7613,0.5731,0.7237,high 4626,Mozambique,2018,urban,Security,Director,28.12,304889,0.2776,220263,0.1904,41947,14,0.5589,0.6444,261.41,0.0646,0.2687,0.191,0.4058,low 4627,Rwanda,2024,rural,Health,Junior,14.0,406680,0.1287,354357,0.3058,108358,50,0.6654,0.8682,542.3,0.0946,0.719,0.7335,0.6948,high 4628,Ethiopia,2025,urban,Health,Junior,129.15,1635526,0.2925,1157063,0.1956,226367,7,0.5018,0.6038,150.09,0.0482,0.2759,0.2343,0.3849,low 4629,Ethiopia,2024,remote,Administration,Junior,126.0,1327450,0.5947,538058,0.1155,62125,7,0.5713,0.5883,99.68,0.0637,0.2766,0.1653,0.2801,critical 4630,Nigeria,2023,urban,Administration,Junior,224.39,4285014,0.2608,3167355,0.2884,913414,24,0.6562,0.6948,258.83,0.0509,0.5641,0.4778,0.5253,moderate 4631,Ethiopia,2020,remote,Education,Mid_Level,114.15,1263471,0.4244,727202,0.1146,83353,9,0.4867,0.6522,151.0,0.0675,0.2921,0.1936,0.3414,critical 4632,South Africa,2024,urban,Finance,Junior,62.0,3718193,0.1702,3085445,0.4692,1447617,49,0.7336,0.9154,440.05,0.0953,0.7781,0.6854,0.7309,high 4633,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,440945,0.1751,363748,0.3961,144075,21,0.596,0.7373,293.41,0.0652,0.5682,0.4749,0.5727,moderate 4634,Uganda,2022,capital,Agriculture,Mid_Level,46.01,320290,0.2094,253236,0.3331,84343,14,0.6266,0.7234,322.09,0.0642,0.5373,0.4159,0.5198,moderate 4635,Tanzania,2022,rural,Education,Mid_Level,63.15,1290261,0.3057,895875,0.253,226646,21,0.6339,0.8139,289.73,0.0502,0.5114,0.3261,0.4952,low 4636,Ethiopia,2019,rural,Administration,Junior,111.37,1439157,0.4128,845092,0.1755,148308,10,0.5542,0.6404,109.08,0.0601,0.3155,0.1903,0.3623,low 4637,South Africa,2021,urban,Health,Junior,60.54,2904590,0.1965,2333726,0.5543,1293665,32,0.6653,0.8358,514.46,0.0771,0.6934,0.6994,0.6841,high 4638,Tanzania,2020,capital,Infrastructure,Junior,59.53,1218459,0.1649,1017555,0.2877,292761,17,0.5376,0.7779,280.87,0.0648,0.4838,0.4573,0.534,moderate 4639,Uganda,2018,urban,Administration,Junior,40.56,371445,0.2928,262678,0.2675,70267,16,0.6396,0.8024,204.28,0.0676,0.4591,0.336,0.4835,low 4640,Kenya,2021,urban,Education,Senior,51.68,1714238,0.1145,1517962,0.4398,667639,37,0.6045,0.9171,552.65,0.0831,0.7718,0.7307,0.7117,high 4641,Kenya,2023,capital,Health,Mid_Level,53.87,2137136,0.0998,1923938,0.5308,1021190,41,0.7544,0.7907,381.43,0.0761,0.7039,0.7431,0.7236,high 4642,Rwanda,2025,urban,Social_Services,Senior,14.34,418763,0.1062,374300,0.5149,192729,61,0.8469,0.8691,744.06,0.0905,0.6119,0.7468,0.7709,high 4643,Ghana,2019,urban,Security,Junior,30.64,740959,0.1651,618636,0.3351,207329,20,0.5208,0.7877,235.68,0.0491,0.4584,0.4357,0.5501,moderate 4644,Ghana,2019,urban,Security,Director,30.64,665070,0.16,558687,0.3529,197162,30,0.6295,0.7876,609.71,0.0594,0.5711,0.3464,0.5831,moderate 4645,Tanzania,2021,remote,Education,Junior,61.31,1036227,0.3743,648330,0.193,125112,19,0.6606,0.7017,269.37,0.0622,0.4447,0.4185,0.4437,low 4646,Botswana,2022,rural,Social_Services,Junior,2.52,100280,0.1965,80573,0.4117,33173,41,0.6713,0.9048,398.8,0.064,0.7097,0.5442,0.6674,high 4647,Nigeria,2025,capital,Security,Mid_Level,235.75,4242969,0.162,3555459,0.3309,1176376,20,0.515,0.816,292.41,0.0534,0.442,0.3308,0.5419,moderate 4648,Ghana,2024,remote,Infrastructure,Mid_Level,34.0,830161,0.3358,551374,0.2335,128767,22,0.6587,0.7113,208.06,0.0684,0.503,0.3284,0.4693,low 4649,South Africa,2018,capital,Health,Executive,59.11,3336869,0.1483,2842108,0.5897,1676042,35,0.5496,0.8271,1829.61,0.0685,0.7274,0.6205,0.7067,high 4650,Ethiopia,2020,rural,Security,Executive,114.15,1528043,0.3386,1010648,0.1433,144810,10,0.5341,0.6985,570.6,0.0607,0.3404,0.1888,0.3839,low 4651,DRC,2023,rural,Infrastructure,Junior,101.74,547271,0.415,320143,0.116,37125,8,0.5017,0.6969,126.91,0.0589,0.2839,0.1691,0.3451,critical 4652,Rwanda,2022,urban,ICT,Mid_Level,13.35,356710,0.1104,317321,0.5138,163045,63,0.8494,0.9039,433.15,0.0842,0.7441,0.7369,0.792,high 4653,Nigeria,2025,urban,Education,Mid_Level,235.75,5312026,0.2274,4104309,0.2944,1208476,19,0.6211,0.821,238.38,0.0671,0.4659,0.3782,0.5218,moderate 4654,Botswana,2020,rural,Administration,Senior,2.45,113322,0.1703,94018,0.4244,39898,56,0.7846,0.8766,883.64,0.0796,0.6841,0.7705,0.7305,high 4655,DRC,2022,rural,Health,Mid_Level,98.59,570012,0.4376,320555,0.1367,43831,10,0.6174,0.6305,130.81,0.0554,0.295,0.1813,0.342,critical 4656,Nigeria,2022,urban,Education,Junior,218.92,3751657,0.2609,2773033,0.3025,838809,21,0.5083,0.7322,181.6,0.0719,0.5553,0.4563,0.5239,moderate 4657,Tanzania,2019,rural,Social_Services,Junior,57.79,895186,0.2556,666392,0.2503,166826,13,0.4837,0.7647,209.02,0.0573,0.4849,0.432,0.4876,low 4658,Ethiopia,2018,rural,Infrastructure,Mid_Level,108.65,1384801,0.4437,770310,0.1685,129781,8,0.5883,0.665,117.14,0.06,0.2771,0.2231,0.351,low 4659,Mozambique,2020,rural,Administration,Mid_Level,29.66,255541,0.4559,139037,0.1468,20408,9,0.5355,0.633,114.2,0.0596,0.3295,0.1793,0.341,critical 4660,Ethiopia,2023,rural,ICT,Junior,122.93,1342552,0.4931,680592,0.1817,123630,11,0.5256,0.7113,126.01,0.0532,0.3293,0.1985,0.3591,low 4661,Ghana,2018,rural,Social_Services,Senior,30.01,674405,0.2243,523145,0.3045,159294,28,0.6828,0.7572,332.41,0.0579,0.4691,0.4228,0.5428,moderate 4662,Nigeria,2021,rural,Security,Junior,213.58,4777271,0.2456,3603887,0.2216,798697,15,0.5451,0.8167,299.04,0.0598,0.4853,0.3263,0.4852,low 4663,Botswana,2021,capital,Health,Senior,2.49,119354,0.1317,103635,0.5705,59123,44,0.6883,0.915,617.65,0.0662,0.7345,0.6524,0.7456,high 4664,DRC,2022,remote,Administration,Junior,98.59,624996,0.5981,251177,0.1,25117,9,0.5006,0.5969,133.12,0.0553,0.2818,0.17,0.2827,critical 4665,Nigeria,2025,rural,Security,Mid_Level,235.75,4049142,0.3565,2605514,0.2181,568319,22,0.5963,0.7172,243.48,0.0618,0.5303,0.4392,0.4749,low 4666,Ghana,2018,remote,Security,Senior,30.01,715956,0.3233,484497,0.2171,105171,22,0.5294,0.7624,435.75,0.0563,0.5552,0.459,0.4942,low 4667,Botswana,2024,capital,Infrastructure,Executive,2.6,108562,0.0912,98659,0.5792,57141,38,0.699,0.9251,1917.41,0.0895,0.7452,0.6945,0.7497,high 4668,DRC,2018,rural,Justice,Junior,86.92,585347,0.4729,308564,0.1298,40043,8,0.5798,0.5879,130.31,0.0556,0.2888,0.1708,0.3184,critical 4669,Ghana,2022,rural,Education,Junior,32.62,925799,0.2152,726522,0.2656,192955,30,0.6048,0.7247,185.42,0.0669,0.5354,0.3636,0.5362,moderate 4670,Tanzania,2022,capital,Education,Senior,63.15,1289447,0.1951,1037886,0.3582,371796,19,0.5023,0.7583,414.14,0.0663,0.5317,0.3727,0.5425,moderate 4671,Nigeria,2022,rural,Infrastructure,Junior,218.92,3839931,0.3057,2666176,0.255,679900,18,0.6153,0.824,206.14,0.0629,0.4754,0.3588,0.4894,low 4672,DRC,2022,urban,Agriculture,Mid_Level,98.59,575995,0.29,408980,0.1854,75835,10,0.5035,0.697,149.7,0.0533,0.2986,0.1664,0.3999,low 4673,Uganda,2021,urban,Health,Mid_Level,44.58,316917,0.2541,236375,0.305,72087,16,0.6157,0.71,259.31,0.055,0.4929,0.4174,0.5002,moderate 4674,Ghana,2021,urban,Agriculture,Junior,31.94,684013,0.1505,581102,0.4292,249417,32,0.5614,0.7279,224.95,0.0623,0.4712,0.473,0.6033,moderate 4675,Mozambique,2019,rural,Education,Junior,28.88,262919,0.3207,178596,0.1613,28814,12,0.5762,0.6376,95.34,0.0713,0.2855,0.2192,0.3863,low 4676,Tanzania,2025,rural,Finance,Junior,69.01,1074526,0.2189,839348,0.2355,197627,22,0.6335,0.7212,192.04,0.0529,0.5536,0.36,0.5087,moderate 4677,Rwanda,2022,remote,ICT,Junior,13.35,455632,0.1662,379895,0.2771,105283,42,0.5756,0.9016,486.81,0.0956,0.6693,0.6153,0.6464,moderate 4678,Mozambique,2022,rural,Health,Mid_Level,31.29,288738,0.3417,190084,0.1262,23988,8,0.5007,0.6691,114.79,0.0508,0.2992,0.2258,0.369,low 4679,Botswana,2024,urban,Infrastructure,Junior,2.6,116612,0.1397,100321,0.5173,51897,54,0.7405,0.8342,626.79,0.0924,0.6787,0.7127,0.7437,high 4680,DRC,2025,rural,Administration,Junior,108.36,735614,0.5149,356853,0.1077,38430,6,0.5603,0.6174,86.45,0.0528,0.2645,0.1736,0.2996,critical 4681,Kenya,2022,urban,Finance,Mid_Level,52.76,1578444,0.156,1332194,0.5047,672306,44,0.6284,0.9143,572.44,0.0795,0.8026,0.579,0.7225,high 4682,Mozambique,2022,urban,Education,Senior,31.29,325652,0.3126,223842,0.1895,42423,15,0.5526,0.6276,146.11,0.0543,0.326,0.1867,0.4021,low 4683,Uganda,2020,urban,Education,Mid_Level,43.2,395151,0.3184,269337,0.3108,83710,15,0.6415,0.7299,204.84,0.0697,0.5478,0.3822,0.4881,low 4684,DRC,2019,urban,Finance,Senior,89.7,520343,0.3573,334437,0.1494,49953,9,0.5564,0.6042,156.53,0.0555,0.3103,0.1617,0.3584,low 4685,Senegal,2022,urban,Administration,Senior,17.07,382146,0.1489,325246,0.3271,106378,16,0.544,0.6972,403.94,0.0687,0.4366,0.4631,0.5291,moderate 4686,Ethiopia,2021,capital,Health,Junior,117.0,1442811,0.2542,1075994,0.2377,255796,11,0.5308,0.6106,144.34,0.053,0.3203,0.215,0.4185,low 4687,Ethiopia,2024,urban,Administration,Junior,126.0,1528581,0.341,1007273,0.2441,245846,10,0.5662,0.7101,113.61,0.0608,0.3157,0.1815,0.407,low 4688,Tanzania,2021,rural,Education,Director,61.31,1126426,0.2845,805925,0.2013,162218,23,0.6798,0.7755,516.2,0.061,0.4398,0.3289,0.4799,low 4689,Tanzania,2020,capital,ICT,Mid_Level,59.53,1140238,0.1944,918564,0.3219,295647,23,0.6064,0.7064,276.04,0.0613,0.5164,0.3627,0.5332,moderate 4690,Tanzania,2022,capital,Social_Services,Mid_Level,63.15,1192368,0.1814,976078,0.3851,375915,13,0.5466,0.7757,265.33,0.0653,0.572,0.3975,0.5467,moderate 4691,Ghana,2024,urban,Justice,Mid_Level,34.0,837719,0.2134,658920,0.4064,267804,27,0.6116,0.6852,228.78,0.0492,0.536,0.4475,0.5669,moderate 4692,Senegal,2018,urban,Administration,Junior,15.34,323059,0.1373,278702,0.3518,98057,22,0.5689,0.8006,236.46,0.0506,0.5445,0.3541,0.5686,moderate 4693,Uganda,2023,urban,Education,Junior,47.48,417081,0.2396,317133,0.3153,99984,15,0.5982,0.7599,324.74,0.0537,0.4837,0.4612,0.5149,moderate 4694,Uganda,2019,rural,Administration,Executive,41.86,365022,0.2981,256213,0.2041,52284,16,0.5311,0.7766,1246.35,0.0635,0.4991,0.4414,0.477,low 4695,Botswana,2020,rural,Infrastructure,Mid_Level,2.45,109920,0.1623,92081,0.3324,30604,48,0.7911,0.8252,537.41,0.0872,0.7218,0.7541,0.6839,high 4696,Kenya,2025,rural,Finance,Junior,56.15,1906784,0.1817,1560406,0.2761,430786,42,0.7453,0.8725,524.05,0.0764,0.8004,0.6334,0.6529,high 4697,Botswana,2019,remote,Social_Services,Junior,2.41,110507,0.2172,86509,0.3206,27733,46,0.6672,0.8656,641.7,0.0657,0.7309,0.5414,0.6479,moderate 4698,Rwanda,2020,rural,Security,Senior,12.73,386639,0.1614,324237,0.3363,109047,41,0.6531,0.7943,770.65,0.0805,0.6499,0.6464,0.645,moderate 4699,Nigeria,2022,urban,Education,Director,218.92,4775726,0.1992,3824563,0.3277,1253280,18,0.6572,0.7832,680.87,0.0515,0.4535,0.469,0.5369,moderate 4700,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,748483,0.1552,632295,0.3918,247726,24,0.6826,0.7439,295.97,0.0511,0.5435,0.401,0.5752,moderate 4701,Botswana,2020,urban,Education,Senior,2.45,119797,0.1124,106332,0.5172,54998,35,0.5451,0.8154,777.27,0.0883,0.7945,0.6299,0.7035,high 4702,Tanzania,2018,rural,Education,Mid_Level,56.11,995423,0.2406,755948,0.2105,159110,16,0.5089,0.7809,234.18,0.0652,0.5124,0.3563,0.4865,low 4703,Ethiopia,2020,remote,Finance,Junior,114.15,1428642,0.4919,725932,0.1188,86214,8,0.4542,0.661,115.26,0.0577,0.3381,0.1809,0.3278,critical 4704,Ghana,2022,rural,Finance,Senior,32.62,829938,0.2257,642624,0.3142,201908,23,0.5847,0.7722,396.06,0.0603,0.5285,0.431,0.5414,moderate 4705,Botswana,2022,urban,Health,Mid_Level,2.52,130299,0.1155,115254,0.4805,55381,56,0.7046,0.8827,491.32,0.082,0.6651,0.7204,0.7522,high 4706,Senegal,2022,urban,Agriculture,Director,17.07,411305,0.1335,356403,0.3371,120152,17,0.6382,0.7119,724.99,0.0628,0.5401,0.4271,0.5469,moderate 4707,Tanzania,2020,urban,Health,Junior,59.53,950734,0.2278,734171,0.2882,211584,14,0.5128,0.7145,193.8,0.0647,0.525,0.4143,0.5012,moderate 4708,Ethiopia,2024,capital,Agriculture,Mid_Level,126.0,1610409,0.2605,1190954,0.2347,279476,9,0.5184,0.6682,102.6,0.0688,0.3444,0.1941,0.4201,low 4709,Uganda,2025,urban,Health,Director,50.57,384687,0.2225,299083,0.249,74459,17,0.5225,0.785,749.35,0.0698,0.5609,0.3489,0.5078,moderate 4710,DRC,2022,remote,Education,Executive,98.59,633483,0.6,253393,0.1,25339,6,0.5947,0.6216,596.43,0.0521,0.2873,0.2103,0.283,critical 4711,Senegal,2025,urban,Agriculture,Junior,18.49,369510,0.1776,303886,0.3768,114504,26,0.5407,0.6838,268.78,0.0597,0.5189,0.3582,0.5551,moderate 4712,Tanzania,2024,urban,Security,Junior,67.0,1043057,0.1867,848266,0.3012,255459,17,0.5236,0.7451,250.86,0.0549,0.4748,0.4095,0.5213,moderate 4713,Botswana,2018,capital,Finance,Junior,2.38,114911,0.1159,101593,0.4941,50200,40,0.5784,0.9191,443.22,0.0762,0.7603,0.5763,0.7161,high 4714,Uganda,2019,rural,Infrastructure,Junior,41.86,300493,0.402,179702,0.1822,32748,14,0.5043,0.7313,187.58,0.0482,0.5115,0.4111,0.432,low 4715,Tanzania,2019,capital,Justice,Junior,57.79,1072770,0.1605,900587,0.3447,310416,17,0.5295,0.7581,185.38,0.051,0.4915,0.3693,0.5383,moderate 4716,Senegal,2024,capital,Health,Junior,18.0,433612,0.1647,362175,0.4302,155812,27,0.6762,0.8212,234.74,0.0638,0.4313,0.4586,0.596,moderate 4717,Mozambique,2019,rural,Education,Mid_Level,28.88,314246,0.3854,193147,0.1635,31572,10,0.5498,0.6965,123.71,0.0608,0.2898,0.2222,0.3752,low 4718,DRC,2020,urban,Health,Junior,92.57,519752,0.4305,295995,0.1705,50466,10,0.5716,0.6952,92.06,0.0646,0.2657,0.1717,0.358,low 4719,Nigeria,2018,rural,Security,Junior,198.33,4437097,0.3508,2880523,0.262,754554,21,0.6011,0.734,243.45,0.0514,0.5684,0.4143,0.4886,low 4720,Tanzania,2021,capital,Finance,Junior,61.31,1202348,0.1916,971938,0.3608,350718,19,0.6441,0.7023,253.7,0.0628,0.5723,0.378,0.5402,moderate 4721,Tanzania,2020,capital,ICT,Junior,59.53,946540,0.2039,753510,0.3795,285951,18,0.5328,0.7491,191.68,0.0512,0.4969,0.455,0.5465,moderate 4722,Senegal,2019,rural,Education,Junior,15.76,320820,0.1788,263465,0.232,61131,19,0.5196,0.7356,175.47,0.0487,0.5398,0.4443,0.5196,moderate 4723,South Africa,2021,remote,Education,Mid_Level,60.54,3153519,0.267,2311602,0.2529,584499,33,0.6628,0.77,621.4,0.0721,0.696,0.6216,0.5762,moderate 4724,Uganda,2025,capital,Education,Mid_Level,50.57,378154,0.2443,285776,0.2574,73564,18,0.6301,0.6936,284.36,0.0495,0.5634,0.3392,0.4926,low 4725,Rwanda,2020,rural,Education,Director,12.73,401141,0.1425,343959,0.2979,102481,54,0.7351,0.8368,1177.64,0.0829,0.6814,0.6976,0.6873,high 4726,South Africa,2021,remote,Infrastructure,Junior,60.54,3658911,0.3404,2413569,0.3099,748040,35,0.6099,0.7661,616.33,0.0867,0.6541,0.5685,0.5671,moderate 4727,Uganda,2025,urban,Agriculture,Junior,50.57,365224,0.2579,271042,0.2544,68960,12,0.5328,0.7064,316.63,0.062,0.4315,0.3552,0.4638,low 4728,Ghana,2021,urban,Security,Senior,31.94,815476,0.1697,677121,0.3489,236260,18,0.4965,0.7366,262.81,0.0561,0.4261,0.4578,0.5387,moderate 4729,South Africa,2019,rural,Administration,Senior,59.58,3463392,0.2402,2631613,0.33,868422,38,0.6342,0.8653,699.91,0.067,0.6041,0.6258,0.6203,moderate 4730,Senegal,2024,rural,Education,Director,18.0,414570,0.2453,312883,0.2809,87887,23,0.6701,0.7425,732.06,0.0529,0.5663,0.4368,0.5281,moderate 4731,DRC,2020,rural,Health,Mid_Level,92.57,598962,0.4541,326999,0.1286,42058,9,0.6059,0.7098,98.99,0.0558,0.2752,0.1911,0.3443,critical 4732,Botswana,2018,urban,Administration,Mid_Level,2.38,109091,0.1134,96721,0.4879,47189,33,0.5529,0.8949,632.57,0.0911,0.7918,0.5416,0.6937,high 4733,Rwanda,2020,capital,Health,Junior,12.73,398167,0.0954,360195,0.5659,203818,38,0.6878,0.8649,572.18,0.079,0.6024,0.6219,0.7148,high 4734,Ghana,2019,urban,Education,Mid_Level,30.64,863290,0.1546,729824,0.3721,271575,21,0.5166,0.7349,294.39,0.0546,0.464,0.4685,0.5604,moderate 4735,Ethiopia,2023,urban,Health,Executive,122.93,1685777,0.3363,1118874,0.1952,218459,11,0.5363,0.5911,373.87,0.049,0.2653,0.2044,0.3779,low 4736,DRC,2023,remote,ICT,Senior,101.74,527856,0.5886,217182,0.1,21718,8,0.4772,0.6704,153.33,0.0637,0.3208,0.1831,0.2988,critical 4737,Tanzania,2025,capital,Health,Mid_Level,69.01,1209043,0.1993,968139,0.3376,326853,15,0.5641,0.8045,210.52,0.0509,0.556,0.4579,0.5442,moderate 4738,DRC,2024,urban,Social_Services,Junior,105.0,652825,0.3055,453414,0.161,73006,9,0.4588,0.605,130.02,0.0671,0.2943,0.221,0.3787,low 4739,Ghana,2025,rural,Finance,Mid_Level,34.71,817477,0.2012,653016,0.2502,163378,24,0.5572,0.6817,231.69,0.0685,0.4372,0.4643,0.5147,moderate 4740,Senegal,2019,urban,Administration,Junior,15.76,355448,0.1783,292061,0.36,105155,15,0.5677,0.6972,235.73,0.0534,0.5385,0.4492,0.5363,moderate 4741,Mozambique,2019,rural,Social_Services,Junior,28.88,324986,0.3407,214268,0.1279,27396,9,0.6024,0.6656,92.4,0.0573,0.2826,0.2302,0.3704,low 4742,Uganda,2020,capital,Health,Mid_Level,43.2,309413,0.2873,220518,0.3366,74227,15,0.5935,0.7048,178.04,0.0486,0.51,0.3472,0.4913,low 4743,Ethiopia,2023,rural,ICT,Senior,122.93,1503273,0.3941,910864,0.182,165749,8,0.4841,0.667,232.58,0.05,0.3441,0.1914,0.3706,low 4744,Rwanda,2023,rural,Infrastructure,Director,13.67,388391,0.1576,327197,0.3404,111369,58,0.8122,0.8315,882.92,0.0892,0.623,0.593,0.687,high 4745,Kenya,2022,capital,Social_Services,Junior,52.76,1752305,0.1307,1523258,0.4247,646906,38,0.5596,0.8822,469.13,0.0884,0.6058,0.7565,0.6871,high 4746,Senegal,2020,urban,Health,Junior,16.18,308388,0.1366,266272,0.3577,95257,25,0.5284,0.6944,188.62,0.0597,0.4582,0.3434,0.5521,moderate 4747,Kenya,2021,urban,Health,Senior,51.68,1860768,0.149,1583431,0.4175,661096,32,0.7186,0.8678,593.24,0.0869,0.7512,0.7708,0.6795,high 4748,DRC,2022,rural,Education,Mid_Level,98.59,509698,0.5421,233392,0.127,29643,8,0.5609,0.6133,87.18,0.0607,0.3036,0.2283,0.3114,critical 4749,Ghana,2023,urban,Infrastructure,Mid_Level,33.3,882549,0.1983,707582,0.3985,281978,30,0.5864,0.798,180.3,0.068,0.4714,0.4311,0.585,moderate 4750,Uganda,2023,urban,Education,Senior,47.48,357883,0.2509,268080,0.287,76926,16,0.4803,0.7503,447.74,0.0577,0.4777,0.4192,0.5012,moderate 4751,South Africa,2019,remote,Education,Mid_Level,59.58,3324885,0.3093,2296564,0.2975,683196,40,0.7398,0.8689,638.96,0.0669,0.7721,0.6832,0.6229,moderate 4752,Kenya,2025,urban,Security,Mid_Level,56.15,2119106,0.1436,1814895,0.4919,892685,33,0.6476,0.9095,517.18,0.0777,0.6932,0.7208,0.6974,high 4753,Senegal,2025,capital,Education,Junior,18.49,368696,0.1188,324902,0.4183,135902,19,0.563,0.8048,312.38,0.0611,0.4396,0.393,0.5764,moderate 4754,Rwanda,2025,remote,Education,Executive,14.34,407415,0.2026,324862,0.285,92579,38,0.6114,0.8604,1842.56,0.0953,0.6797,0.7379,0.6364,moderate 4755,South Africa,2019,remote,Security,Junior,59.58,2847292,0.2397,2164922,0.2774,600582,48,0.7512,0.8633,535.14,0.0942,0.69,0.7151,0.6494,moderate 4756,Rwanda,2018,capital,Health,Director,12.14,392669,0.1118,348767,0.4798,167336,40,0.5729,0.8394,1603.9,0.0653,0.7897,0.5918,0.7061,high 4757,Senegal,2018,capital,Health,Mid_Level,15.34,383642,0.1721,317602,0.3346,106258,22,0.5765,0.7169,255.76,0.0539,0.461,0.4728,0.5465,moderate 4758,Senegal,2023,rural,Infrastructure,Junior,17.53,372044,0.1846,303362,0.2923,88678,24,0.5974,0.7695,324.58,0.054,0.5568,0.3361,0.5416,moderate 4759,Kenya,2018,remote,Health,Mid_Level,48.55,1688508,0.217,1322141,0.2753,363941,31,0.5479,0.8065,639.09,0.0939,0.6563,0.662,0.5949,moderate 4760,Ghana,2022,remote,Security,Senior,32.62,728514,0.2992,510524,0.2266,115702,18,0.5603,0.8168,438.06,0.0513,0.4984,0.3936,0.4886,low 4761,Nigeria,2018,urban,Education,Executive,198.33,3972071,0.1939,3202081,0.3268,1046351,15,0.6174,0.7709,1012.5,0.0655,0.4714,0.3851,0.522,moderate 4762,Senegal,2018,capital,Health,Junior,15.34,353126,0.1282,307854,0.3272,100722,17,0.5352,0.6962,206.95,0.0714,0.4286,0.4104,0.5306,moderate 4763,Botswana,2024,remote,Education,Junior,2.6,114311,0.2207,89077,0.2828,25194,40,0.7416,0.8349,405.81,0.0959,0.7139,0.7412,0.6363,moderate 4764,Senegal,2020,capital,Education,Senior,16.18,405805,0.1694,337051,0.4079,137471,24,0.554,0.7313,277.41,0.0615,0.5688,0.4263,0.5788,moderate 4765,Tanzania,2021,urban,Infrastructure,Junior,61.31,1244329,0.2146,977290,0.2859,279392,17,0.485,0.6783,241.79,0.0585,0.4268,0.3787,0.4926,low 4766,Kenya,2020,capital,Education,Mid_Level,50.61,1890719,0.1148,1673663,0.5494,919431,36,0.6813,0.8419,631.87,0.0812,0.7514,0.6554,0.7156,high 4767,Uganda,2024,rural,Social_Services,Junior,49.0,400508,0.3633,255007,0.1934,49313,12,0.6002,0.7184,260.1,0.0599,0.5015,0.4694,0.4424,low 4768,Ghana,2025,rural,Education,Junior,34.71,766091,0.2363,585028,0.2539,148555,24,0.569,0.6797,293.36,0.0708,0.4859,0.3702,0.502,moderate 4769,Mozambique,2018,capital,Security,Mid_Level,28.12,305268,0.2606,225726,0.1961,44271,14,0.6206,0.6865,152.51,0.069,0.2972,0.2273,0.4243,low 4770,South Africa,2023,urban,Finance,Mid_Level,61.51,2840421,0.1831,2320249,0.4831,1120876,37,0.6422,0.9239,643.49,0.0952,0.7307,0.7301,0.7022,high 4771,Botswana,2019,urban,Education,Junior,2.41,115250,0.1013,103580,0.5859,60686,58,0.6926,0.7875,587.06,0.0896,0.7592,0.7035,0.7806,high 4772,Nigeria,2024,remote,Health,Executive,230.0,4965353,0.3817,3069843,0.1746,535864,25,0.5267,0.7902,781.41,0.0614,0.4949,0.3372,0.4624,low 4773,South Africa,2019,urban,Education,Junior,59.58,3144839,0.1775,2586649,0.527,1363133,35,0.6686,0.8684,561.05,0.0946,0.7842,0.7377,0.7073,high 4774,Tanzania,2023,urban,Health,Mid_Level,65.05,1202187,0.2033,957771,0.3272,313374,19,0.5294,0.812,307.11,0.051,0.5144,0.4656,0.5483,moderate 4775,Tanzania,2023,urban,Administration,Senior,65.05,1226144,0.1926,989935,0.3335,330156,22,0.5288,0.7795,419.56,0.0515,0.5522,0.4585,0.5582,moderate 4776,Mozambique,2019,rural,Education,Junior,28.88,256461,0.4128,150605,0.1616,24338,12,0.5083,0.6096,96.05,0.0529,0.3048,0.2396,0.3631,low 4777,Nigeria,2025,capital,Education,Mid_Level,235.75,4983313,0.1768,4102172,0.4093,1678976,21,0.5891,0.7984,231.29,0.0651,0.5628,0.4719,0.5838,moderate 4778,Ethiopia,2018,capital,Security,Junior,108.65,1367642,0.3161,935339,0.2105,196864,7,0.5293,0.7134,122.52,0.0714,0.3182,0.1842,0.3983,low 4779,Tanzania,2019,rural,Education,Junior,57.79,1007368,0.2675,737942,0.2525,186297,22,0.6286,0.7113,244.12,0.0504,0.5106,0.4225,0.5012,moderate 4780,DRC,2021,urban,ICT,Junior,95.53,612995,0.387,375764,0.168,63130,6,0.5797,0.6643,132.82,0.065,0.2658,0.1973,0.3562,low 4781,Rwanda,2024,urban,Security,Junior,14.0,458252,0.1229,401918,0.5082,204273,54,0.7169,0.9103,463.79,0.0948,0.7695,0.5899,0.7538,high 4782,South Africa,2021,rural,Education,Junior,60.54,2802510,0.2614,2069866,0.3461,716338,33,0.5879,0.8658,475.65,0.0686,0.6983,0.6899,0.6224,moderate 4783,Uganda,2021,rural,Security,Mid_Level,44.58,318394,0.3508,206690,0.2245,46411,11,0.6052,0.742,265.49,0.0556,0.5341,0.3487,0.4455,low 4784,Ethiopia,2024,capital,Health,Junior,126.0,1676743,0.3185,1142621,0.2321,265256,7,0.5966,0.6073,94.73,0.0531,0.2782,0.2345,0.3883,low 4785,Kenya,2023,urban,Justice,Senior,53.87,1741953,0.1174,1537421,0.3941,605956,31,0.5357,0.84,615.52,0.0886,0.6643,0.6893,0.658,high 4786,DRC,2023,rural,Finance,Junior,101.74,565998,0.3858,347608,0.1077,37426,6,0.5489,0.6878,117.03,0.0677,0.2886,0.2123,0.3487,critical 4787,Mozambique,2022,capital,Finance,Director,31.29,280023,0.2463,211039,0.2051,43292,13,0.4756,0.6439,257.61,0.0551,0.2917,0.1833,0.4163,low 4788,Kenya,2022,capital,Administration,Junior,52.76,1655548,0.1099,1473639,0.5228,770432,26,0.5822,0.9263,350.35,0.0951,0.6704,0.5749,0.6817,high 4789,Tanzania,2024,urban,Health,Mid_Level,67.0,1306595,0.1941,1052965,0.3278,345180,13,0.4745,0.7078,322.13,0.0522,0.563,0.3675,0.5152,moderate 4790,Tanzania,2021,rural,Health,Junior,61.31,1021905,0.2616,754596,0.2137,161223,13,0.5135,0.7991,252.48,0.0707,0.4666,0.3619,0.4732,low 4791,Ethiopia,2021,capital,Education,Junior,117.0,1455281,0.2399,1106156,0.268,296431,12,0.5529,0.6397,134.3,0.0529,0.3058,0.183,0.4318,low 4792,Senegal,2025,urban,Infrastructure,Senior,18.49,441380,0.1448,377447,0.3636,137231,26,0.5883,0.6917,457.91,0.0695,0.448,0.3544,0.5537,moderate 4793,Ethiopia,2019,remote,ICT,Junior,111.37,1510524,0.4243,869555,0.1163,101106,7,0.6049,0.6105,151.27,0.0666,0.3352,0.2006,0.3356,critical 4794,Kenya,2022,capital,Health,Mid_Level,52.76,1721724,0.1188,1517204,0.4257,645815,36,0.5624,0.7946,394.09,0.0684,0.7263,0.5295,0.6615,high 4795,Kenya,2023,rural,Education,Mid_Level,53.87,1702173,0.1655,1420520,0.3467,492479,35,0.7292,0.9245,415.02,0.09,0.6668,0.6197,0.6501,high 4796,Ghana,2022,urban,Administration,Director,32.62,802628,0.2035,639271,0.4328,276679,28,0.6483,0.7596,697.1,0.0516,0.4559,0.3788,0.5747,moderate 4797,Botswana,2025,capital,Health,Mid_Level,2.64,113029,0.134,97886,0.5565,54472,46,0.7795,0.9165,620.81,0.0893,0.6711,0.7212,0.7473,high 4798,DRC,2022,urban,Infrastructure,Senior,98.59,514447,0.4174,299709,0.1754,52569,7,0.5125,0.6412,172.77,0.0485,0.2713,0.1949,0.3498,critical 4799,Rwanda,2018,capital,Administration,Mid_Level,12.14,408466,0.1017,366906,0.4822,176932,59,0.7532,0.8545,377.56,0.0706,0.6035,0.5422,0.7354,high 4800,Rwanda,2025,rural,Education,Junior,14.34,428818,0.1342,371258,0.3415,126794,41,0.6456,0.9207,487.81,0.092,0.7066,0.631,0.6762,high 4801,Botswana,2022,rural,ICT,Junior,2.52,114144,0.1796,93648,0.373,34932,46,0.5924,0.8127,463.16,0.077,0.7381,0.7546,0.6845,high 4802,DRC,2018,urban,Education,Director,86.92,553736,0.4255,318119,0.1652,52540,8,0.5886,0.5898,376.55,0.0594,0.3415,0.1607,0.3436,critical 4803,Ethiopia,2018,capital,Health,Junior,108.65,1238545,0.239,942508,0.2144,202120,9,0.5564,0.5908,125.36,0.062,0.2839,0.1751,0.4009,low 4804,Kenya,2023,rural,Education,Mid_Level,53.87,1658532,0.2003,1326337,0.3356,445145,33,0.652,0.9274,518.57,0.0777,0.6901,0.5673,0.6312,moderate 4805,Kenya,2025,urban,Education,Director,56.15,1995487,0.1159,1764219,0.4655,821291,44,0.7423,0.8297,1481.5,0.0794,0.68,0.6644,0.7063,high 4806,Mozambique,2018,urban,Agriculture,Junior,28.12,273676,0.3257,184531,0.2214,40854,9,0.6075,0.6457,94.95,0.066,0.2627,0.2185,0.3914,low 4807,Uganda,2023,rural,Social_Services,Senior,47.48,373097,0.3623,237911,0.1951,46408,16,0.5678,0.7195,357.69,0.0616,0.545,0.3416,0.4448,low 4808,Tanzania,2022,remote,Finance,Junior,63.15,1255991,0.292,889222,0.178,158237,17,0.6431,0.7911,295.3,0.0624,0.4459,0.3471,0.4619,low 4809,Kenya,2018,urban,Security,Junior,48.55,1882359,0.1271,1643132,0.4029,662068,40,0.6851,0.7989,599.79,0.0674,0.6349,0.7195,0.6742,high 4810,Botswana,2022,urban,Health,Junior,2.52,111351,0.1504,94605,0.5474,51784,40,0.7588,0.9346,451.34,0.071,0.6358,0.6728,0.7203,high 4811,Ethiopia,2020,rural,Education,Mid_Level,114.15,1266590,0.4168,738676,0.1676,123793,12,0.5158,0.6831,127.59,0.0661,0.3101,0.1686,0.368,low 4812,South Africa,2019,rural,Justice,Mid_Level,59.58,2871339,0.1922,2319442,0.3855,894182,43,0.6838,0.7682,535.8,0.0889,0.6925,0.5333,0.6436,moderate 4813,Nigeria,2020,capital,Agriculture,Junior,208.37,3593465,0.2255,2783296,0.4056,1128810,24,0.611,0.7285,187.05,0.0574,0.4525,0.4493,0.5545,moderate 4814,Tanzania,2024,urban,Education,Mid_Level,67.0,1252125,0.2044,996180,0.3473,345991,15,0.5316,0.6832,207.96,0.0593,0.5481,0.3503,0.5155,moderate 4815,South Africa,2022,urban,Justice,Mid_Level,61.02,2802178,0.1479,2387643,0.5342,1275414,44,0.5982,0.8163,431.6,0.0791,0.6004,0.6579,0.7048,high 4816,Rwanda,2019,rural,Infrastructure,Senior,12.43,387575,0.1676,322624,0.3818,123193,53,0.7392,0.8254,945.26,0.0901,0.6474,0.5886,0.6835,high 4817,Kenya,2023,urban,Social_Services,Director,53.87,1667899,0.1361,1440855,0.4912,707747,36,0.5755,0.8995,1028.99,0.0799,0.7982,0.7513,0.7187,high 4818,Rwanda,2022,capital,Education,Junior,13.35,421703,0.106,376989,0.5228,197080,53,0.6721,0.8419,644.73,0.0931,0.7447,0.7455,0.762,high 4819,Nigeria,2023,rural,Justice,Junior,224.39,5112628,0.2921,3619213,0.2072,749805,16,0.5914,0.7747,256.3,0.0601,0.5201,0.4354,0.4805,low 4820,Rwanda,2019,capital,Health,Mid_Level,12.43,358844,0.1128,318379,0.4791,152532,51,0.6715,0.8256,458.86,0.0835,0.672,0.5584,0.716,high 4821,Rwanda,2019,urban,Finance,Senior,12.43,321781,0.0978,290297,0.4886,141844,55,0.6285,0.807,627.58,0.0947,0.7884,0.7753,0.7626,high 4822,Ghana,2019,rural,Infrastructure,Senior,30.64,699807,0.1949,563444,0.2475,139459,25,0.6863,0.6803,394.64,0.0527,0.4359,0.4198,0.5133,moderate 4823,Ghana,2020,rural,Education,Junior,31.29,836811,0.2547,623678,0.3139,195757,27,0.5191,0.7993,257.96,0.0483,0.5454,0.4433,0.5511,moderate 4824,Nigeria,2025,urban,Justice,Mid_Level,235.75,4708027,0.1957,3786893,0.3245,1228719,15,0.5272,0.8059,213.02,0.0678,0.4299,0.3982,0.5234,moderate 4825,Senegal,2023,remote,Health,Senior,17.53,430853,0.2326,330646,0.1662,54958,18,0.5268,0.7035,395.41,0.0541,0.5332,0.4024,0.4775,low 4826,Uganda,2021,remote,Agriculture,Junior,44.58,312719,0.457,169813,0.1611,27362,16,0.6156,0.7918,252.93,0.0544,0.5487,0.3904,0.4287,low 4827,DRC,2019,remote,Education,Junior,89.7,488304,0.5299,229557,0.1,22955,8,0.4862,0.6974,114.94,0.0593,0.3171,0.1645,0.3153,critical 4828,Mozambique,2020,rural,Education,Junior,29.66,295824,0.3406,195067,0.1605,31306,9,0.4678,0.6578,98.44,0.0686,0.271,0.1979,0.373,low 4829,Tanzania,2024,capital,ICT,Senior,67.0,1146639,0.174,947157,0.3013,285370,16,0.5326,0.7211,435.9,0.0672,0.4799,0.3386,0.5118,moderate 4830,Ethiopia,2018,remote,Health,Mid_Level,108.65,1143599,0.5867,472661,0.115,54348,8,0.4561,0.7104,118.86,0.0516,0.2664,0.2145,0.3067,critical 4831,Senegal,2019,urban,Education,Junior,15.76,374258,0.1314,325081,0.3233,105106,27,0.637,0.8075,178.64,0.0691,0.5422,0.3401,0.5748,moderate 4832,South Africa,2021,urban,Social_Services,Mid_Level,60.54,3437735,0.1993,2752542,0.4673,1286147,29,0.6041,0.9247,552.66,0.0652,0.8017,0.6604,0.6744,high 4833,Botswana,2021,urban,Infrastructure,Director,2.49,107311,0.1342,92914,0.4669,43385,42,0.7539,0.8947,1572.02,0.0681,0.693,0.6564,0.7073,high 4834,Nigeria,2018,urban,Education,Junior,198.33,3501408,0.224,2717234,0.2912,791332,18,0.6557,0.741,259.78,0.058,0.4411,0.4494,0.512,moderate 4835,Botswana,2023,urban,Education,Mid_Level,2.56,109369,0.1254,95657,0.4893,46802,42,0.7505,0.8158,466.31,0.0802,0.6547,0.7719,0.711,high 4836,Senegal,2018,capital,Security,Mid_Level,15.34,315688,0.1196,277937,0.3416,94930,18,0.5548,0.759,267.94,0.0647,0.4323,0.4075,0.5483,moderate 4837,South Africa,2018,rural,Education,Mid_Level,59.11,3110979,0.2568,2312189,0.3166,731945,40,0.6227,0.7671,511.44,0.089,0.7239,0.5322,0.6056,moderate 4838,Rwanda,2023,rural,Health,Junior,13.67,385368,0.1584,324335,0.3227,104668,41,0.6702,0.8941,467.73,0.0927,0.7317,0.5502,0.6559,high 4839,DRC,2025,rural,Education,Junior,108.36,644689,0.3882,394447,0.1342,52941,5,0.4687,0.6547,141.38,0.0705,0.2654,0.1612,0.3399,critical 4840,Tanzania,2023,urban,Health,Junior,65.05,1333867,0.2165,1045060,0.2935,306747,19,0.6434,0.8118,255.21,0.0705,0.5387,0.4075,0.5331,moderate 4841,Tanzania,2021,remote,Education,Mid_Level,61.31,982090,0.2816,705506,0.1458,102876,15,0.6102,0.7026,299.87,0.0718,0.5038,0.446,0.4539,low 4842,Senegal,2023,urban,Education,Mid_Level,17.53,354429,0.1535,300029,0.3155,94667,23,0.5324,0.7953,246.35,0.0651,0.4931,0.4439,0.561,moderate 4843,South Africa,2025,urban,Education,Mid_Level,62.5,3774901,0.1488,3213012,0.5316,1708034,28,0.7003,0.9005,633.84,0.0674,0.6057,0.6336,0.6747,high 4844,DRC,2018,capital,Health,Junior,86.92,458549,0.3029,319643,0.1801,57562,6,0.5461,0.6641,105.27,0.0553,0.3436,0.184,0.3867,low 4845,Nigeria,2025,capital,Health,Senior,235.75,4866382,0.2213,3789673,0.3682,1395191,25,0.5152,0.6975,287.49,0.0641,0.4721,0.4459,0.5456,moderate 4846,Mozambique,2018,urban,Health,Executive,28.12,299600,0.243,226811,0.2067,46888,11,0.6119,0.6024,344.03,0.0517,0.3394,0.2343,0.4162,low 4847,Rwanda,2018,urban,Security,Junior,12.14,311440,0.0893,283638,0.4903,139072,63,0.6546,0.7895,490.19,0.0782,0.6396,0.5721,0.7473,high 4848,Senegal,2019,urban,Social_Services,Mid_Level,15.76,390055,0.1841,318229,0.3551,112987,26,0.5432,0.7711,316.06,0.0629,0.4986,0.4249,0.5657,moderate 4849,Kenya,2019,capital,Education,Junior,49.57,1843302,0.1264,1610233,0.5337,859322,39,0.7174,0.7887,369.66,0.0759,0.6225,0.7196,0.7018,high 4850,South Africa,2021,remote,Health,Director,60.54,3427198,0.3196,2331807,0.2694,628179,36,0.6874,0.9314,894.59,0.0831,0.647,0.624,0.5943,moderate 4851,Uganda,2022,capital,Health,Junior,46.01,315696,0.1963,253718,0.2699,68470,14,0.5481,0.6768,178.99,0.0541,0.4324,0.3529,0.4834,low 4852,DRC,2018,capital,Security,Junior,86.92,513075,0.3594,328686,0.1561,51318,6,0.5437,0.6076,121.44,0.0646,0.3404,0.2379,0.3632,low 4853,DRC,2019,remote,Health,Mid_Level,89.7,533318,0.5002,266536,0.1,26653,9,0.49,0.666,153.35,0.0493,0.2563,0.1812,0.3161,critical 4854,DRC,2018,capital,Finance,Mid_Level,86.92,559443,0.2699,408436,0.1838,75086,9,0.5547,0.6454,115.75,0.0667,0.2758,0.1749,0.3928,low 4855,Mozambique,2018,urban,Security,Mid_Level,28.12,246217,0.3447,161337,0.1904,30711,8,0.5489,0.586,148.91,0.0624,0.2846,0.1869,0.3664,low 4856,DRC,2018,urban,Infrastructure,Junior,86.92,549412,0.3339,365971,0.1436,52559,6,0.4511,0.7033,117.14,0.071,0.3103,0.1634,0.3703,low 4857,Kenya,2019,urban,Health,Mid_Level,49.57,1929654,0.1252,1688039,0.4848,818374,43,0.6224,0.8452,444.09,0.0731,0.5969,0.58,0.6919,high 4858,Ethiopia,2024,remote,Education,Junior,126.0,1625822,0.5675,703173,0.1122,78895,11,0.5861,0.597,119.07,0.052,0.2701,0.19,0.2992,critical 4859,Uganda,2019,rural,Finance,Senior,41.86,339661,0.3745,212463,0.2042,43381,12,0.4882,0.7199,413.4,0.0688,0.4481,0.3333,0.4235,low 4860,Nigeria,2024,urban,Education,Junior,230.0,4187132,0.1838,3417480,0.3491,1192939,14,0.598,0.7779,179.99,0.0718,0.5719,0.4716,0.5473,moderate 4861,Uganda,2019,rural,Finance,Junior,41.86,327305,0.3882,200244,0.1765,35343,14,0.6288,0.7667,312.62,0.0486,0.5102,0.4316,0.4412,low 4862,Nigeria,2020,capital,Health,Mid_Level,208.37,3782944,0.164,3162536,0.3956,1251214,23,0.6359,0.7571,252.43,0.0612,0.5409,0.4257,0.5756,moderate 4863,Senegal,2019,urban,Security,Mid_Level,15.76,391481,0.1476,333680,0.3755,125285,24,0.6417,0.7713,308.21,0.0667,0.5474,0.3913,0.5765,moderate 4864,Kenya,2018,urban,Finance,Director,48.55,1789901,0.1507,1520096,0.4662,708673,37,0.7284,0.7764,1530.32,0.0897,0.8036,0.5553,0.6737,high 4865,Ethiopia,2024,urban,Health,Junior,126.0,1352793,0.2881,963021,0.2474,238236,10,0.5515,0.6984,148.71,0.0711,0.3339,0.2255,0.4255,low 4866,Senegal,2018,rural,Education,Junior,15.34,296066,0.2098,233940,0.2902,67893,21,0.6318,0.7068,210.41,0.0682,0.4685,0.4239,0.5179,moderate 4867,Nigeria,2018,capital,Finance,Mid_Level,198.33,3465251,0.223,2692438,0.3131,842892,21,0.6145,0.7409,244.35,0.0481,0.5051,0.3684,0.5235,moderate 4868,Mozambique,2019,capital,Agriculture,Senior,28.88,256340,0.2794,184706,0.2147,39658,8,0.5303,0.695,229.45,0.0592,0.2955,0.1875,0.4064,low 4869,Mozambique,2021,rural,Health,Mid_Level,30.47,291562,0.4087,172409,0.1497,25814,14,0.5195,0.7066,131.47,0.0629,0.3049,0.1763,0.3744,low 4870,Uganda,2018,rural,Administration,Senior,40.56,283344,0.3328,189058,0.1987,37561,14,0.5035,0.7774,371.52,0.0686,0.4626,0.4655,0.4609,low 4871,Kenya,2024,urban,Social_Services,Mid_Level,55.0,1898092,0.1356,1640688,0.4464,732439,29,0.5519,0.8987,376.04,0.086,0.7796,0.6335,0.6763,high 4872,Botswana,2024,rural,Education,Junior,2.6,118103,0.1954,95023,0.4064,38619,36,0.6247,0.8635,461.54,0.0702,0.7654,0.6992,0.6687,high 4873,Botswana,2024,capital,Health,Junior,2.6,122451,0.13,106527,0.6371,67868,38,0.62,0.8466,355.82,0.0855,0.6407,0.7317,0.736,high 4874,Senegal,2022,capital,Justice,Senior,17.07,415459,0.1213,365065,0.3806,138930,16,0.6416,0.7451,434.22,0.054,0.4565,0.3971,0.5519,moderate 4875,Botswana,2022,capital,Education,Junior,2.52,96874,0.1004,87151,0.6232,54314,53,0.7625,0.7887,392.56,0.0739,0.64,0.5259,0.7481,high 4876,Tanzania,2019,urban,Agriculture,Junior,57.79,1001493,0.1882,812979,0.2741,222830,22,0.6751,0.692,215.98,0.0483,0.5434,0.387,0.5233,moderate 4877,Botswana,2025,urban,Health,Senior,2.64,128861,0.1109,114564,0.4776,54713,56,0.8316,0.8868,601.92,0.0703,0.7349,0.5423,0.7424,high 4878,Botswana,2019,capital,Infrastructure,Mid_Level,2.41,123886,0.0939,112254,0.648,72735,39,0.7311,0.8802,449.02,0.0923,0.7202,0.69,0.7591,high 4879,Nigeria,2025,urban,Health,Junior,235.75,4464945,0.2572,3316662,0.3746,1242256,20,0.5922,0.7121,307.45,0.0574,0.4974,0.4736,0.5333,moderate 4880,Senegal,2024,rural,Finance,Junior,18.0,378033,0.2102,298567,0.2789,83255,25,0.6756,0.6858,241.21,0.0679,0.4951,0.3571,0.5177,moderate 4881,Tanzania,2024,capital,Education,Mid_Level,67.0,1083089,0.1999,866627,0.3256,282215,16,0.64,0.697,240.45,0.0603,0.4395,0.3705,0.507,moderate 4882,DRC,2022,remote,Finance,Mid_Level,98.59,622626,0.515,301988,0.1,30198,7,0.5477,0.6263,89.85,0.0661,0.3179,0.2327,0.3128,critical 4883,Botswana,2024,rural,Infrastructure,Director,2.6,123606,0.1419,106066,0.416,44120,37,0.7078,0.9333,972.61,0.0666,0.759,0.7276,0.6997,high 4884,Senegal,2023,urban,Social_Services,Mid_Level,17.53,427715,0.1513,363009,0.3352,121691,23,0.6253,0.6951,198.82,0.068,0.5111,0.3566,0.5445,moderate 4885,Ethiopia,2020,remote,Education,Mid_Level,114.15,1373304,0.6,549321,0.1294,71102,11,0.5853,0.7081,102.45,0.0488,0.2811,0.233,0.3175,critical 4886,Senegal,2023,capital,Education,Mid_Level,17.53,346602,0.1497,294719,0.3349,98710,24,0.5603,0.7391,177.1,0.0635,0.5279,0.4598,0.5659,moderate 4887,DRC,2023,rural,Finance,Junior,101.74,636944,0.3882,389663,0.1257,48976,5,0.4513,0.6587,150.25,0.0654,0.318,0.2236,0.3498,critical 4888,Botswana,2021,rural,Finance,Director,2.49,119016,0.1547,100605,0.3685,37069,48,0.6868,0.7915,1350.06,0.0838,0.5985,0.6193,0.6639,high 4889,Nigeria,2023,capital,Social_Services,Mid_Level,224.39,4362459,0.2389,3320051,0.3749,1244643,25,0.6898,0.7439,229.25,0.0688,0.4265,0.394,0.5401,moderate 4890,Ethiopia,2023,remote,Security,Junior,122.93,1552546,0.5571,687608,0.1023,70364,8,0.5272,0.6672,132.99,0.061,0.3444,0.2149,0.3123,critical 4891,South Africa,2019,rural,Education,Junior,59.58,3281377,0.2293,2528855,0.4082,1032354,41,0.6683,0.7882,608.46,0.0741,0.6825,0.6507,0.6488,moderate 4892,Uganda,2025,urban,Security,Mid_Level,50.57,346890,0.2584,257261,0.2371,61000,11,0.4751,0.7129,279.03,0.0516,0.4842,0.4117,0.4687,low 4893,Uganda,2019,urban,Infrastructure,Mid_Level,41.86,332444,0.2552,247597,0.3039,75233,17,0.5291,0.7825,268.53,0.0497,0.4345,0.32,0.4975,low 4894,Rwanda,2019,capital,Health,Junior,12.43,397869,0.0944,360317,0.5118,184419,45,0.7122,0.8214,443.02,0.0942,0.6872,0.6362,0.7224,high 4895,Nigeria,2018,remote,Education,Mid_Level,198.33,4170184,0.4329,2365009,0.2005,474078,15,0.4943,0.8084,216.08,0.0681,0.4861,0.3758,0.4368,low 4896,Mozambique,2019,remote,Health,Mid_Level,28.88,307804,0.4643,164905,0.1014,16717,9,0.487,0.7078,113.72,0.0488,0.2902,0.2089,0.3379,critical 4897,Uganda,2022,capital,Education,Mid_Level,46.01,421763,0.2412,320034,0.2627,84085,18,0.5612,0.7851,211.74,0.0689,0.465,0.431,0.5078,moderate 4898,Nigeria,2021,urban,Education,Senior,213.58,4195750,0.2175,3283250,0.2915,956981,15,0.5381,0.6815,397.25,0.0525,0.5341,0.4236,0.504,moderate 4899,Nigeria,2021,capital,Justice,Executive,213.58,4542084,0.2181,3551559,0.3272,1162024,18,0.5004,0.6873,968.1,0.054,0.5218,0.4691,0.5245,moderate 4900,Botswana,2021,capital,Education,Mid_Level,2.49,110647,0.1141,98026,0.6455,63271,56,0.7545,0.7913,400.19,0.0736,0.7472,0.7386,0.7901,high 4901,Tanzania,2023,rural,Education,Mid_Level,65.05,1091115,0.2804,785181,0.1923,150991,19,0.6435,0.7143,304.67,0.0493,0.5233,0.3871,0.4737,low 4902,Ethiopia,2018,rural,Health,Mid_Level,108.65,1204601,0.3568,774747,0.1414,109513,10,0.4911,0.6252,98.54,0.051,0.2552,0.1985,0.3603,low 4903,Ethiopia,2024,capital,Health,Senior,126.0,1699368,0.3316,1135776,0.2492,283056,7,0.469,0.6136,164.06,0.0564,0.271,0.1742,0.3834,low 4904,Nigeria,2025,capital,Health,Junior,235.75,4797047,0.1778,3944332,0.3579,1411563,19,0.6458,0.6992,221.77,0.0643,0.5043,0.4134,0.5392,moderate 4905,Tanzania,2021,rural,Health,Director,61.31,998279,0.2309,767735,0.2059,158107,20,0.5971,0.6905,765.0,0.0717,0.4996,0.3236,0.4796,low 4906,Ghana,2022,rural,Education,Junior,32.62,812264,0.2758,588260,0.2588,152264,23,0.6638,0.7665,260.4,0.0559,0.5694,0.4317,0.5183,moderate 4907,Ghana,2018,capital,Agriculture,Junior,30.01,662139,0.1748,546385,0.4661,254653,24,0.5607,0.6954,276.66,0.0483,0.5273,0.473,0.5871,moderate 4908,Ghana,2021,rural,Health,Junior,31.94,788292,0.2539,588127,0.2632,154789,27,0.6488,0.6983,301.44,0.0644,0.5735,0.4443,0.5263,moderate 4909,DRC,2024,capital,Finance,Junior,105.0,681710,0.3402,449765,0.1806,81221,7,0.4647,0.6257,127.43,0.0551,0.2654,0.1612,0.3641,low 4910,Kenya,2025,capital,Administration,Junior,56.15,1922189,0.1197,1692028,0.4648,786465,26,0.6721,0.9212,576.27,0.0675,0.6479,0.5965,0.6639,high 4911,Ethiopia,2025,rural,Finance,Mid_Level,129.15,1688224,0.3465,1103336,0.1548,170836,7,0.5934,0.6424,96.92,0.0715,0.334,0.2007,0.3694,low 4912,DRC,2025,capital,Justice,Senior,108.36,668188,0.3068,463208,0.1682,77898,8,0.5037,0.6019,218.09,0.0672,0.2818,0.1606,0.3699,low 4913,Nigeria,2019,rural,Security,Junior,203.29,4501727,0.2714,3279922,0.2719,891917,21,0.6277,0.756,324.99,0.052,0.4931,0.3622,0.5016,moderate 4914,Nigeria,2020,rural,Agriculture,Junior,208.37,4704166,0.2573,3493906,0.2552,891590,22,0.6456,0.7707,232.17,0.0529,0.506,0.3253,0.5032,moderate 4915,Botswana,2022,capital,Security,Junior,2.52,122398,0.116,108194,0.5758,62297,49,0.6379,0.9219,371.22,0.075,0.607,0.6724,0.7537,high 4916,South Africa,2021,capital,Security,Director,60.54,2830073,0.135,2447996,0.5032,1231747,44,0.653,0.8933,1222.17,0.0648,0.6315,0.6032,0.7095,high 4917,Kenya,2023,rural,Security,Junior,53.87,1811373,0.1897,1467693,0.3334,489323,36,0.6297,0.7665,517.76,0.0724,0.669,0.6753,0.6253,moderate 4918,Botswana,2021,urban,Finance,Senior,2.49,111715,0.132,96965,0.4637,44960,47,0.5966,0.8962,529.73,0.0878,0.7061,0.7038,0.7258,high 4919,Botswana,2019,urban,Social_Services,Junior,2.41,93157,0.1388,80231,0.5603,44949,35,0.6097,0.8359,361.68,0.0762,0.6147,0.7783,0.7076,high 4920,Ethiopia,2025,rural,Finance,Director,129.15,1627651,0.3582,1044576,0.1462,152706,10,0.6125,0.6282,231.06,0.0662,0.2735,0.1677,0.3603,low 4921,Ethiopia,2023,rural,Finance,Junior,122.93,1259631,0.406,748231,0.1649,123401,12,0.5639,0.6484,96.66,0.0518,0.31,0.1884,0.3668,low 4922,Kenya,2019,urban,Security,Junior,49.57,1543998,0.1396,1328443,0.4467,593356,27,0.6265,0.8725,374.89,0.0872,0.6186,0.7172,0.6587,high 4923,Mozambique,2019,urban,Security,Mid_Level,28.88,268915,0.3416,177044,0.1914,33880,11,0.4951,0.5926,142.99,0.056,0.2991,0.2227,0.381,low 4924,South Africa,2018,urban,Education,Senior,59.11,3028359,0.202,2416518,0.4762,1150788,28,0.6207,0.787,587.62,0.0794,0.6553,0.6612,0.6383,moderate 4925,Botswana,2023,remote,Education,Mid_Level,2.56,124304,0.217,97336,0.276,26864,33,0.5732,0.7713,534.4,0.0802,0.6579,0.7669,0.6054,moderate 4926,Ethiopia,2022,remote,Education,Mid_Level,119.93,1357123,0.6,542849,0.1112,60387,8,0.5538,0.6273,146.78,0.0509,0.2605,0.1622,0.2842,critical 4927,Nigeria,2020,rural,Administration,Director,208.37,4706597,0.2758,3408306,0.2438,830821,18,0.6073,0.8113,499.32,0.0596,0.4923,0.4652,0.5044,moderate 4928,Ethiopia,2025,remote,Justice,Director,129.15,1780857,0.4473,984209,0.1348,132696,10,0.5025,0.659,299.33,0.061,0.2885,0.2117,0.3457,critical 4929,Senegal,2023,capital,Justice,Mid_Level,17.53,428858,0.1527,363376,0.4409,160199,25,0.5897,0.7108,269.96,0.0599,0.4898,0.4525,0.5854,moderate 4930,Mozambique,2025,rural,Health,Senior,33.89,292501,0.3762,182459,0.1367,24948,10,0.5626,0.6962,203.76,0.0585,0.3244,0.2117,0.3732,low 4931,Botswana,2021,urban,Infrastructure,Senior,2.49,118118,0.1415,101401,0.6048,61324,57,0.8194,0.8932,971.95,0.0792,0.6251,0.7299,0.7778,high 4932,Ethiopia,2019,rural,Administration,Senior,111.37,1262497,0.3752,788778,0.1652,130311,11,0.5872,0.6846,126.31,0.0648,0.3142,0.1921,0.3783,low 4933,Senegal,2025,urban,Health,Junior,18.49,397662,0.1695,330252,0.4047,133653,21,0.5969,0.8015,281.46,0.0699,0.5209,0.4701,0.5806,moderate 4934,Mozambique,2023,capital,Education,Mid_Level,32.13,350330,0.2352,267924,0.2155,57746,10,0.5197,0.6214,151.64,0.0697,0.3207,0.1698,0.4123,low 4935,South Africa,2025,capital,Health,Junior,62.5,3093600,0.1314,2687121,0.4866,1307667,34,0.7089,0.9188,621.86,0.089,0.7335,0.6732,0.7023,high 4936,South Africa,2025,urban,Security,Junior,62.5,2902707,0.1768,2389452,0.548,1309481,49,0.5974,0.8133,606.65,0.0816,0.6298,0.6387,0.7141,high 4937,South Africa,2024,rural,Social_Services,Junior,62.0,3097243,0.21,2446673,0.334,817128,38,0.6353,0.833,480.78,0.074,0.801,0.6683,0.6479,moderate 4938,Botswana,2021,capital,Education,Senior,2.49,109048,0.1042,97686,0.5217,50967,58,0.7017,0.7978,856.91,0.0929,0.7539,0.6168,0.7561,high 4939,Mozambique,2023,urban,Infrastructure,Junior,32.13,300647,0.2889,213776,0.1727,36911,13,0.5376,0.6539,117.09,0.0651,0.3123,0.2164,0.4044,low 4940,Botswana,2019,urban,Infrastructure,Junior,2.41,94124,0.1301,81880,0.5413,44322,52,0.7643,0.8425,478.66,0.0764,0.7929,0.6992,0.7584,high 4941,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1204861,0.2752,873237,0.2513,219444,18,0.6177,0.7542,259.83,0.0583,0.5236,0.3308,0.4876,low 4942,Botswana,2023,urban,Security,Junior,2.56,108057,0.1294,94076,0.5223,49134,34,0.5509,0.8336,474.88,0.0762,0.7922,0.5735,0.6948,high 4943,South Africa,2023,capital,Health,Mid_Level,61.51,3595667,0.1417,3086251,0.547,1688118,43,0.706,0.8676,619.06,0.0699,0.7507,0.7662,0.7407,high 4944,DRC,2020,rural,Agriculture,Junior,92.57,539555,0.5523,241563,0.1193,28821,7,0.6066,0.6242,87.04,0.0528,0.342,0.1849,0.3056,critical 4945,South Africa,2024,rural,Health,Mid_Level,62.0,3328783,0.2394,2531956,0.3532,894304,31,0.5563,0.7694,428.43,0.085,0.6541,0.6187,0.5986,moderate 4946,Ethiopia,2022,rural,Social_Services,Junior,119.93,1538002,0.394,932036,0.1701,158544,12,0.521,0.6494,101.89,0.0605,0.3016,0.225,0.3741,low 4947,Mozambique,2024,urban,Health,Junior,33.0,330201,0.3421,217226,0.2086,45320,10,0.6198,0.6936,115.88,0.0644,0.2654,0.2386,0.3961,low 4948,Ghana,2019,remote,Finance,Mid_Level,30.64,726854,0.3011,508025,0.216,109756,23,0.5859,0.8214,243.02,0.0519,0.498,0.4648,0.5057,moderate 4949,Ghana,2020,urban,Education,Junior,31.29,775731,0.1681,645333,0.3488,225083,22,0.573,0.7484,273.31,0.0657,0.5489,0.3602,0.5533,moderate 4950,Kenya,2022,capital,Security,Director,52.76,2052254,0.1252,1795335,0.4478,804007,27,0.5981,0.8328,1381.06,0.0674,0.6047,0.7087,0.6544,high 4951,Rwanda,2022,urban,Justice,Junior,13.35,435597,0.1226,382200,0.4962,189636,62,0.652,0.7866,587.4,0.0873,0.6845,0.6585,0.7507,high 4952,DRC,2019,urban,Health,Junior,89.7,563841,0.3734,353329,0.1749,61809,7,0.5763,0.634,106.18,0.0624,0.3041,0.2178,0.3652,low 4953,Rwanda,2021,remote,Infrastructure,Junior,13.04,400304,0.1989,320699,0.252,80808,44,0.6862,0.8798,537.91,0.077,0.6752,0.7307,0.6458,moderate 4954,Senegal,2020,urban,Security,Junior,16.18,344959,0.1377,297462,0.3535,105143,28,0.6773,0.7926,247.74,0.0677,0.5619,0.3549,0.5845,moderate 4955,Botswana,2021,rural,Social_Services,Senior,2.49,127265,0.1537,107704,0.3938,42416,35,0.6449,0.7775,713.81,0.0807,0.7412,0.5758,0.6459,moderate 4956,Kenya,2025,capital,Agriculture,Director,56.15,2180982,0.1212,1916725,0.4286,821522,26,0.6424,0.7862,919.77,0.0783,0.6338,0.7298,0.6462,moderate 4957,Botswana,2022,rural,Education,Director,2.52,129827,0.1715,107559,0.348,37425,32,0.7068,0.8515,1026.36,0.076,0.7905,0.7698,0.6579,high 4958,Uganda,2019,urban,Social_Services,Mid_Level,41.86,350509,0.3055,243433,0.301,73265,15,0.5585,0.7978,289.56,0.0527,0.5007,0.4147,0.4976,low 4959,South Africa,2025,urban,Education,Junior,62.5,3741352,0.1744,3088906,0.4581,1414983,38,0.56,0.7656,452.83,0.0866,0.7489,0.5213,0.6578,high 4960,Tanzania,2023,rural,Education,Junior,65.05,1243277,0.2711,906177,0.2171,196696,18,0.6252,0.689,251.86,0.0546,0.4677,0.4437,0.476,low 4961,Ghana,2023,remote,Education,Mid_Level,33.3,743655,0.3423,489078,0.2175,106360,31,0.6487,0.6951,259.5,0.0708,0.4502,0.3725,0.4828,low 4962,Nigeria,2023,rural,Education,Junior,224.39,4012502,0.3043,2791571,0.2697,752819,20,0.5643,0.7064,307.89,0.0717,0.5315,0.4025,0.4907,low 4963,Tanzania,2025,urban,Education,Junior,69.01,1107152,0.194,892407,0.2978,265740,14,0.5574,0.7843,267.37,0.0666,0.5464,0.3417,0.5174,moderate 4964,Ghana,2025,capital,Security,Mid_Level,34.71,872631,0.1857,710568,0.4565,324362,18,0.5939,0.7492,237.02,0.0488,0.5567,0.3723,0.568,moderate 4965,Uganda,2025,rural,Social_Services,Mid_Level,50.57,444547,0.3241,300447,0.2056,61758,15,0.5484,0.76,288.38,0.0525,0.5714,0.395,0.4685,low 4966,Ghana,2023,remote,ICT,Mid_Level,33.3,947279,0.3091,654480,0.1946,127341,25,0.5313,0.7839,210.17,0.058,0.4815,0.3578,0.4854,low 4967,Botswana,2023,urban,Administration,Junior,2.56,113661,0.1242,99544,0.5414,53891,34,0.7048,0.8028,464.86,0.0821,0.596,0.6819,0.6875,high 4968,DRC,2019,rural,Education,Mid_Level,89.7,538171,0.5532,240469,0.1148,27609,8,0.5376,0.5994,123.1,0.0597,0.2704,0.2097,0.2983,critical 4969,Tanzania,2022,capital,Security,Mid_Level,63.15,1275043,0.1787,1047169,0.3102,324789,20,0.5667,0.8002,242.57,0.0531,0.4998,0.3365,0.5365,moderate 4970,DRC,2021,rural,Agriculture,Junior,95.53,514114,0.4455,285092,0.1203,34302,8,0.5864,0.5919,122.61,0.0524,0.3345,0.2148,0.3324,critical 4971,Tanzania,2020,rural,Social_Services,Junior,59.53,1012831,0.2617,747793,0.2071,154886,14,0.5045,0.7248,288.96,0.0716,0.4573,0.4501,0.4708,low 4972,Ethiopia,2021,capital,Agriculture,Junior,117.0,1322873,0.2656,971518,0.2408,233981,9,0.5193,0.599,121.24,0.0696,0.2906,0.2033,0.4056,low 4973,Mozambique,2023,urban,Social_Services,Junior,32.13,284455,0.2335,218023,0.224,48845,9,0.5859,0.5974,115.55,0.061,0.326,0.1725,0.4096,low 4974,Ghana,2023,remote,Administration,Executive,33.3,939221,0.2817,674607,0.1909,128779,23,0.5411,0.8142,975.88,0.0554,0.563,0.3678,0.5,moderate 4975,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4082031,0.1912,3301578,0.3339,1102415,21,0.5417,0.7746,244.3,0.049,0.4316,0.3295,0.5305,moderate 4976,Ghana,2021,rural,Education,Mid_Level,31.94,881245,0.2457,664680,0.3156,209758,22,0.5896,0.7568,201.27,0.06,0.5229,0.3359,0.5219,moderate 4977,Kenya,2023,urban,Education,Junior,53.87,2086669,0.16,1752759,0.4207,737357,34,0.6326,0.8761,422.25,0.0754,0.6243,0.5221,0.6462,moderate 4978,Kenya,2019,capital,Education,Junior,49.57,1508093,0.1421,1293802,0.4274,552993,42,0.711,0.8958,416.64,0.094,0.6433,0.5257,0.6776,high 4979,Rwanda,2019,urban,Health,Senior,12.43,379811,0.1264,331790,0.4741,157308,36,0.651,0.7784,947.46,0.085,0.6681,0.6784,0.6783,high 4980,Ghana,2024,remote,Security,Mid_Level,34.0,824782,0.267,604578,0.2007,121333,27,0.6758,0.7748,318.47,0.0641,0.5194,0.322,0.5013,moderate 4981,Botswana,2022,capital,Infrastructure,Mid_Level,2.52,118548,0.1286,103299,0.5713,59017,44,0.6859,0.8219,431.47,0.0674,0.7713,0.5309,0.7242,high 4982,South Africa,2025,capital,Security,Mid_Level,62.5,3210158,0.1466,2739677,0.5558,1522848,29,0.5277,0.8878,505.84,0.0959,0.6578,0.617,0.6855,high 4983,Ghana,2023,rural,Education,Junior,33.3,724604,0.1922,585358,0.2691,157527,21,0.5002,0.7739,228.23,0.0611,0.5546,0.3782,0.5311,moderate 4984,Mozambique,2019,urban,Health,Junior,28.88,323698,0.2449,244426,0.1879,45934,9,0.4651,0.6342,143.23,0.0489,0.3167,0.164,0.4015,low 4985,Nigeria,2023,remote,Education,Mid_Level,224.39,4552203,0.3341,3031173,0.1555,471321,14,0.5343,0.706,252.02,0.0495,0.5281,0.3445,0.4335,low 4986,Ethiopia,2018,urban,Security,Junior,108.65,1411052,0.3309,944107,0.2073,195720,7,0.5929,0.6153,129.54,0.0646,0.3029,0.2067,0.3799,low 4987,DRC,2020,rural,Social_Services,Senior,92.57,509276,0.5343,237176,0.1265,29997,7,0.5258,0.6521,210.12,0.0627,0.3313,0.2256,0.3191,critical 4988,Nigeria,2025,remote,Health,Junior,235.75,4536265,0.403,2707985,0.1836,497200,25,0.6213,0.7601,302.53,0.067,0.4491,0.3974,0.4563,low 4989,Senegal,2025,rural,Health,Junior,18.49,434932,0.2396,330715,0.2805,92777,19,0.6289,0.8238,261.42,0.0624,0.4616,0.3545,0.5129,moderate 4990,Kenya,2018,capital,Health,Mid_Level,48.55,1465381,0.1425,1256584,0.5405,679150,31,0.7011,0.8463,607.85,0.086,0.6145,0.7055,0.6859,high 4991,Mozambique,2023,remote,Justice,Mid_Level,32.13,335367,0.5488,151323,0.117,17711,13,0.4895,0.7114,147.07,0.0609,0.336,0.203,0.3352,critical 4992,Ghana,2022,rural,Education,Mid_Level,32.62,889590,0.2783,641993,0.2906,186572,21,0.6334,0.6889,272.42,0.065,0.5563,0.3832,0.5029,moderate 4993,Nigeria,2024,rural,Security,Mid_Level,230.0,4126709,0.3288,2769911,0.2109,584040,25,0.5356,0.8229,212.6,0.0578,0.5106,0.3967,0.4972,low 4994,Ethiopia,2023,rural,Education,Senior,122.93,1470120,0.4399,823377,0.1699,139856,10,0.4717,0.6833,177.34,0.0511,0.2722,0.1778,0.355,low 4995,Tanzania,2025,rural,Health,Senior,69.01,1315703,0.2655,966321,0.2459,237615,20,0.5805,0.7856,267.7,0.0601,0.4805,0.357,0.4967,low 4996,Rwanda,2021,urban,Education,Executive,13.04,338583,0.1226,297077,0.4972,147711,37,0.6171,0.8695,1586.04,0.0878,0.6688,0.5568,0.6891,high 4997,Ethiopia,2023,urban,Education,Junior,122.93,1445147,0.3516,937030,0.2297,215238,12,0.5926,0.7067,109.14,0.0619,0.3308,0.2254,0.4111,low 4998,Uganda,2024,urban,Infrastructure,Junior,49.0,353706,0.2636,260452,0.2594,67564,12,0.4904,0.788,296.62,0.0598,0.5488,0.4663,0.4987,low 4999,Mozambique,2019,remote,Health,Junior,28.88,281149,0.5128,136967,0.1077,14744,9,0.5571,0.6979,141.25,0.0551,0.3362,0.1909,0.3286,critical 5000,Botswana,2025,capital,Administration,Junior,2.64,116585,0.1271,101762,0.6088,61950,46,0.7207,0.8536,357.88,0.0791,0.722,0.5542,0.7411,high 5001,Uganda,2019,capital,Infrastructure,Junior,41.86,307485,0.2328,235888,0.3259,76887,13,0.5109,0.7504,227.89,0.0715,0.546,0.3827,0.5112,moderate 5002,Senegal,2018,capital,Justice,Mid_Level,15.34,306653,0.1512,260288,0.4001,104131,19,0.5145,0.7596,259.57,0.059,0.5705,0.3713,0.5678,moderate 5003,Rwanda,2022,urban,Security,Senior,13.35,366999,0.1237,321618,0.4067,130813,36,0.7157,0.8203,883.37,0.0888,0.7368,0.5732,0.6648,high 5004,Mozambique,2021,remote,Health,Mid_Level,30.47,272995,0.4036,162806,0.1061,17274,10,0.592,0.6484,137.36,0.0639,0.3406,0.1808,0.35,low 5005,Kenya,2024,capital,Social_Services,Senior,55.0,2108315,0.1114,1873429,0.4291,803939,42,0.686,0.8412,710.68,0.0672,0.7309,0.6554,0.6992,high 5006,Botswana,2025,rural,ICT,Junior,2.64,125256,0.1891,101567,0.3968,40302,48,0.6205,0.8196,539.77,0.0791,0.7762,0.7221,0.6947,high 5007,DRC,2022,rural,Security,Mid_Level,98.59,626332,0.4795,326032,0.1065,34708,10,0.4617,0.5872,151.57,0.0599,0.3286,0.1909,0.3218,critical 5008,Senegal,2021,rural,Infrastructure,Director,16.62,386583,0.2184,302170,0.2813,85007,22,0.5527,0.6931,568.96,0.0632,0.5723,0.4393,0.5259,moderate 5009,Rwanda,2022,capital,Security,Mid_Level,13.35,429258,0.0908,390266,0.5007,195403,50,0.671,0.8634,432.91,0.0664,0.6325,0.6485,0.7351,high 5010,Ghana,2018,urban,Security,Mid_Level,30.01,762409,0.1962,612855,0.3412,209114,21,0.5704,0.7152,240.82,0.0694,0.4422,0.3671,0.527,moderate 5011,Nigeria,2024,rural,ICT,Junior,230.0,4952897,0.3407,3265490,0.273,891525,15,0.566,0.7355,265.9,0.0499,0.4961,0.3246,0.463,low 5012,Ethiopia,2020,remote,Finance,Senior,114.15,1188225,0.567,514492,0.1042,53588,7,0.5761,0.5876,167.1,0.0705,0.269,0.2358,0.2904,critical 5013,DRC,2019,urban,Security,Junior,89.7,571954,0.4181,332815,0.1579,52539,8,0.5092,0.6749,121.94,0.0601,0.2597,0.2129,0.3534,low 5014,DRC,2022,urban,Finance,Junior,98.59,550913,0.3055,382634,0.1511,57828,6,0.447,0.6809,90.8,0.0575,0.3133,0.2166,0.3815,low 5015,Tanzania,2018,remote,Health,Mid_Level,56.11,1107645,0.3244,748292,0.1932,144556,20,0.552,0.6864,298.77,0.0689,0.5196,0.3729,0.4594,low 5016,Uganda,2022,capital,Finance,Executive,46.01,336392,0.2576,249750,0.2644,66045,17,0.5578,0.7261,1003.35,0.0676,0.5508,0.3765,0.4959,low 5017,Mozambique,2023,urban,Finance,Mid_Level,32.13,297774,0.2678,218022,0.1782,38841,12,0.6048,0.7044,151.87,0.0667,0.2976,0.225,0.4155,low 5018,Rwanda,2020,urban,Administration,Mid_Level,12.73,394714,0.1132,350016,0.5041,176443,37,0.6235,0.9242,639.53,0.0819,0.658,0.7414,0.7188,high 5019,Mozambique,2025,urban,Security,Director,33.89,332014,0.2398,252400,0.2178,54975,13,0.5948,0.6708,285.55,0.0711,0.311,0.202,0.4289,low 5020,Mozambique,2022,rural,Agriculture,Junior,31.29,291992,0.386,179273,0.1295,23221,14,0.6021,0.6834,117.67,0.055,0.3304,0.1882,0.3752,low 5021,Kenya,2022,capital,ICT,Mid_Level,52.76,2104093,0.1421,1805075,0.4381,790861,39,0.6493,0.8721,489.75,0.0658,0.738,0.6467,0.6908,high 5022,Senegal,2019,rural,Health,Senior,15.76,296815,0.2092,234730,0.2439,57257,27,0.6524,0.7147,338.75,0.0633,0.5702,0.385,0.5289,moderate 5023,Ethiopia,2024,rural,Security,Junior,126.0,1298704,0.4149,759893,0.1652,125557,9,0.5174,0.6225,145.88,0.0521,0.2555,0.1687,0.3459,critical 5024,Ethiopia,2021,rural,Security,Mid_Level,117.0,1460792,0.3556,941285,0.1571,147853,11,0.5153,0.6185,103.86,0.0571,0.2553,0.2323,0.3694,low 5025,Ghana,2019,remote,Health,Junior,30.64,776072,0.2573,576361,0.2407,138727,25,0.6553,0.7167,203.51,0.0683,0.4581,0.3813,0.4998,low 5026,South Africa,2023,capital,Security,Director,61.51,3297265,0.138,2842140,0.6113,1737358,49,0.722,0.8927,1438.99,0.0782,0.6507,0.5373,0.7435,high 5027,Tanzania,2018,capital,Education,Junior,56.11,872933,0.1819,714179,0.3199,228435,23,0.6218,0.8158,184.71,0.0543,0.5422,0.4189,0.5605,moderate 5028,Uganda,2020,rural,Infrastructure,Director,43.2,350501,0.3726,219890,0.1886,41467,11,0.4646,0.7183,756.33,0.0561,0.5501,0.4786,0.4421,low 5029,Uganda,2021,urban,Social_Services,Mid_Level,44.58,392187,0.2918,277731,0.2646,73500,16,0.4841,0.7502,188.43,0.0612,0.5468,0.3456,0.485,low 5030,Botswana,2021,urban,Education,Junior,2.49,95154,0.1137,84337,0.4974,41948,44,0.7467,0.8358,375.04,0.0744,0.6593,0.6682,0.714,high 5031,Nigeria,2023,capital,Infrastructure,Junior,224.39,4839880,0.187,3934843,0.4049,1593224,18,0.5463,0.6952,201.22,0.0642,0.5107,0.408,0.5456,moderate 5032,Uganda,2019,capital,Finance,Director,41.86,326890,0.2788,235765,0.3421,80650,11,0.6133,0.7832,473.17,0.0655,0.499,0.3424,0.4949,low 5033,Botswana,2019,rural,Education,Director,2.41,119039,0.1716,98608,0.3985,39294,56,0.685,0.9025,1211.59,0.0919,0.6087,0.7067,0.7136,high 5034,South Africa,2024,urban,Education,Junior,62.0,3521692,0.1456,3009060,0.5461,1643347,40,0.6366,0.8052,354.92,0.093,0.7219,0.7022,0.7133,high 5035,Botswana,2025,capital,Health,Mid_Level,2.64,115942,0.0925,105222,0.5712,60104,46,0.6054,0.8832,453.72,0.0821,0.7288,0.6131,0.7514,high 5036,South Africa,2023,rural,Health,Junior,61.51,2814786,0.2617,2078110,0.3437,714275,40,0.6656,0.8454,469.89,0.0751,0.6494,0.5815,0.6204,moderate 5037,Kenya,2023,rural,Education,Junior,53.87,2039215,0.1493,1734728,0.325,563716,34,0.6735,0.9004,626.61,0.0728,0.6031,0.668,0.6411,moderate 5038,Mozambique,2021,urban,Social_Services,Junior,30.47,308246,0.246,232409,0.2154,50056,11,0.5156,0.6418,101.27,0.0615,0.2753,0.1887,0.4125,low 5039,Botswana,2018,urban,Education,Senior,2.38,111770,0.1068,99838,0.5442,54327,43,0.655,0.7827,788.08,0.0696,0.6536,0.7331,0.7229,high 5040,DRC,2018,rural,Education,Junior,86.92,522202,0.435,295037,0.1324,39048,5,0.5466,0.6898,99.45,0.0665,0.2956,0.2391,0.3438,critical 5041,Nigeria,2021,urban,Administration,Mid_Level,213.58,4619954,0.2174,3615463,0.3292,1190340,25,0.6072,0.787,321.92,0.0654,0.5322,0.3385,0.5456,moderate 5042,DRC,2019,rural,ICT,Junior,89.7,580419,0.3861,356300,0.1065,37934,5,0.4585,0.5925,85.78,0.0641,0.2946,0.2034,0.3313,critical 5043,Kenya,2020,urban,Health,Mid_Level,50.61,1576616,0.1556,1331319,0.4113,547551,29,0.56,0.7833,425.27,0.0959,0.6001,0.6482,0.6287,moderate 5044,Kenya,2020,rural,Agriculture,Junior,50.61,1548395,0.1914,1252065,0.3383,423511,37,0.6782,0.907,464.79,0.0742,0.7674,0.6067,0.6527,high 5045,Ethiopia,2025,rural,Security,Director,129.15,1673764,0.3432,1099315,0.158,173677,9,0.524,0.6216,249.85,0.061,0.3219,0.1747,0.3691,low 5046,Nigeria,2020,rural,Security,Junior,208.37,3639185,0.2997,2548583,0.2642,673443,16,0.6483,0.8249,265.45,0.0711,0.4839,0.4003,0.4933,low 5047,Nigeria,2023,capital,Justice,Director,224.39,4582309,0.1775,3768843,0.3201,1206271,16,0.5135,0.804,488.87,0.0713,0.5418,0.4372,0.5441,moderate 5048,Botswana,2022,capital,Security,Junior,2.52,100743,0.1269,87961,0.5472,48134,47,0.6171,0.7867,483.96,0.0654,0.724,0.5405,0.7171,high 5049,DRC,2022,urban,Education,Senior,98.59,586971,0.3159,401562,0.1594,64016,7,0.5326,0.6691,159.08,0.0555,0.3265,0.1744,0.3788,low 5050,Botswana,2023,remote,Justice,Junior,2.56,99145,0.1923,80082,0.2451,19626,47,0.6795,0.8672,587.38,0.0714,0.6732,0.6399,0.6421,moderate 5051,Senegal,2024,urban,Education,Senior,18.0,344049,0.171,285205,0.3315,94534,21,0.6658,0.7641,413.83,0.0636,0.5328,0.391,0.5496,moderate 5052,Botswana,2018,rural,Agriculture,Director,2.38,114592,0.185,93390,0.4016,37502,57,0.7923,0.839,1080.06,0.0766,0.6332,0.5819,0.694,high 5053,Uganda,2019,capital,Education,Senior,41.86,291603,0.2536,217648,0.3432,74692,14,0.5187,0.7683,416.35,0.055,0.4849,0.4703,0.5182,moderate 5054,Rwanda,2022,remote,Infrastructure,Junior,13.35,436454,0.2058,346617,0.2165,75043,42,0.658,0.9215,615.31,0.0849,0.7554,0.5576,0.6272,moderate 5055,Tanzania,2022,rural,Education,Junior,63.15,1170831,0.3083,809832,0.2558,207180,17,0.5624,0.7689,180.64,0.061,0.5192,0.34,0.4806,low 5056,Ghana,2024,urban,Social_Services,Mid_Level,34.0,801093,0.171,664127,0.4376,290598,24,0.5975,0.7888,297.27,0.0701,0.5289,0.3677,0.5846,moderate 5057,Ethiopia,2019,rural,Health,Director,111.37,1528773,0.4236,881257,0.1379,121489,8,0.5142,0.6358,336.56,0.0716,0.2572,0.2372,0.3434,critical 5058,Ethiopia,2025,remote,Finance,Junior,129.15,1540259,0.5573,681947,0.1115,76015,9,0.6099,0.5946,98.57,0.049,0.3084,0.2016,0.3012,critical 5059,Uganda,2018,urban,Education,Mid_Level,40.56,354509,0.2276,273835,0.296,81064,14,0.5582,0.7424,282.5,0.0651,0.5131,0.3562,0.5004,moderate 5060,Tanzania,2021,rural,Education,Director,61.31,1033446,0.2693,755119,0.2315,174799,14,0.5548,0.7142,527.15,0.0597,0.4697,0.4149,0.4711,low 5061,South Africa,2023,rural,Education,Junior,61.51,3719459,0.2659,2730387,0.4054,1106892,42,0.6799,0.8555,569.06,0.0655,0.6287,0.5904,0.6401,moderate 5062,Ethiopia,2023,urban,Health,Junior,122.93,1650433,0.3371,1094025,0.2148,234994,7,0.5495,0.6657,84.52,0.0557,0.324,0.2292,0.3921,low 5063,Mozambique,2020,urban,Justice,Mid_Level,29.66,283576,0.3423,186499,0.1986,37041,12,0.5486,0.6017,123.3,0.0547,0.2572,0.173,0.3773,low 5064,Botswana,2025,rural,Health,Mid_Level,2.64,121908,0.166,101666,0.343,34870,56,0.7284,0.8896,604.85,0.0948,0.618,0.6199,0.6915,high 5065,Ethiopia,2022,rural,Administration,Mid_Level,119.93,1554129,0.4116,914508,0.1544,141235,8,0.5007,0.6677,87.99,0.0555,0.3157,0.1672,0.3542,low 5066,DRC,2022,rural,Health,Junior,98.59,609427,0.4854,313623,0.1279,40126,8,0.5307,0.6411,106.92,0.049,0.262,0.2062,0.3236,critical 5067,Senegal,2022,capital,Finance,Director,17.07,340314,0.1594,286052,0.3849,110112,25,0.5589,0.8227,572.5,0.063,0.5275,0.4257,0.5876,moderate 5068,Senegal,2022,rural,Security,Mid_Level,17.07,400931,0.231,308330,0.2875,88657,27,0.5246,0.8222,294.12,0.0622,0.5163,0.3822,0.5448,moderate 5069,Ethiopia,2021,urban,Administration,Mid_Level,117.0,1260364,0.3491,820410,0.2328,191012,10,0.5018,0.6654,142.78,0.052,0.3043,0.1767,0.3939,low 5070,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,452262,0.1258,395380,0.5059,200030,51,0.6384,0.8756,561.79,0.0798,0.7981,0.5452,0.7382,high 5071,Tanzania,2024,remote,Security,Senior,67.0,1101837,0.3096,760737,0.1519,115587,15,0.5038,0.6996,269.43,0.0659,0.4703,0.4178,0.4418,low 5072,South Africa,2023,rural,Administration,Mid_Level,61.51,3373280,0.1945,2717280,0.3083,837723,45,0.755,0.8668,647.21,0.0924,0.7922,0.71,0.6712,high 5073,Botswana,2025,urban,Finance,Junior,2.64,133782,0.1207,117634,0.4642,54601,50,0.6649,0.8574,648.94,0.085,0.6003,0.5345,0.703,high 5074,Ghana,2022,capital,Health,Junior,32.62,706961,0.1828,577694,0.404,233390,24,0.6423,0.7247,223.4,0.0544,0.5715,0.3535,0.5665,moderate 5075,Uganda,2023,rural,Finance,Senior,47.48,343419,0.2994,240596,0.2083,50125,12,0.6096,0.7606,303.99,0.0548,0.5146,0.4691,0.4697,low 5076,Tanzania,2021,capital,Security,Mid_Level,61.31,1187806,0.1761,978624,0.3258,318821,17,0.6211,0.7335,244.61,0.054,0.4271,0.3539,0.518,moderate 5077,Botswana,2024,remote,Justice,Junior,2.6,123318,0.1784,101317,0.2528,25607,36,0.6641,0.8365,404.89,0.0815,0.7864,0.6633,0.629,moderate 5078,Ethiopia,2022,urban,Health,Junior,119.93,1365817,0.3092,943438,0.2479,233845,8,0.5022,0.6267,99.42,0.0584,0.3223,0.2188,0.4028,low 5079,Uganda,2018,rural,Education,Junior,40.56,372289,0.4138,218225,0.1915,41780,16,0.5873,0.8228,202.24,0.0531,0.5255,0.332,0.4436,low 5080,Nigeria,2024,capital,Justice,Junior,230.0,4931619,0.1664,4110880,0.3172,1304147,14,0.5826,0.6998,229.52,0.0693,0.4726,0.3463,0.5096,moderate 5081,Uganda,2023,capital,Security,Junior,47.48,429332,0.2143,337329,0.2988,100789,18,0.5976,0.7057,185.61,0.0615,0.5103,0.3543,0.5085,moderate 5082,Senegal,2024,capital,ICT,Mid_Level,18.0,408557,0.1529,346075,0.3272,113219,20,0.6438,0.8132,203.7,0.0696,0.481,0.4313,0.5568,moderate 5083,Tanzania,2025,capital,Health,Mid_Level,69.01,1287975,0.1808,1055138,0.3541,373653,22,0.52,0.8195,199.12,0.0704,0.5388,0.4498,0.5701,moderate 5084,Ghana,2024,capital,Security,Junior,34.0,819471,0.1617,686985,0.4325,297092,28,0.6323,0.709,229.32,0.0687,0.5321,0.3936,0.5866,moderate 5085,Kenya,2019,rural,Education,Director,49.57,1703696,0.1917,1377098,0.2934,403990,27,0.56,0.8597,1390.91,0.0794,0.7603,0.5594,0.6039,moderate 5086,Ethiopia,2025,rural,Education,Mid_Level,129.15,1522856,0.4718,804428,0.1497,120462,10,0.5773,0.7114,90.53,0.0629,0.2877,0.1914,0.3491,critical 5087,Uganda,2021,urban,Infrastructure,Junior,44.58,394090,0.3063,273399,0.2414,66010,11,0.5306,0.7753,265.22,0.053,0.5076,0.3233,0.4607,low 5088,Tanzania,2019,urban,Security,Senior,57.79,922602,0.1717,764153,0.2799,213901,18,0.5008,0.7931,414.78,0.0651,0.4692,0.4081,0.5287,moderate 5089,Kenya,2020,urban,Health,Junior,50.61,1549508,0.1414,1330345,0.4801,638744,45,0.7178,0.911,453.63,0.0897,0.6425,0.6641,0.7145,high 5090,DRC,2021,rural,Agriculture,Senior,95.53,526969,0.5555,234234,0.1133,26540,5,0.5036,0.5893,196.93,0.0525,0.3216,0.2327,0.2958,critical 5091,DRC,2022,rural,Finance,Junior,98.59,579200,0.4627,311177,0.1159,36064,8,0.534,0.7032,138.52,0.0651,0.3364,0.1984,0.3423,critical 5092,DRC,2025,urban,Education,Senior,108.36,708839,0.3472,462745,0.1716,79424,9,0.4602,0.6844,163.66,0.0703,0.2675,0.2115,0.3792,low 5093,Uganda,2024,capital,Administration,Junior,49.0,336813,0.2551,250908,0.2554,64084,18,0.5742,0.8066,275.16,0.0705,0.5063,0.3721,0.5039,moderate 5094,Tanzania,2018,urban,Administration,Executive,56.11,869684,0.1787,714241,0.2806,200390,18,0.5649,0.8222,912.36,0.0622,0.5443,0.3224,0.5305,moderate 5095,Nigeria,2024,rural,Administration,Director,230.0,4691857,0.3281,3152530,0.275,867084,24,0.6106,0.697,576.73,0.069,0.4375,0.4619,0.4912,low 5096,DRC,2023,remote,Finance,Junior,101.74,696461,0.6,278584,0.1,27858,10,0.5359,0.5957,101.88,0.063,0.3237,0.2005,0.2918,critical 5097,Uganda,2023,rural,Health,Mid_Level,47.48,422815,0.2966,297410,0.2105,62599,15,0.5968,0.8087,308.25,0.0677,0.4899,0.3485,0.4711,low 5098,Ghana,2023,rural,Health,Mid_Level,33.3,892723,0.2441,674851,0.3099,209151,31,0.5638,0.7014,188.89,0.0701,0.4497,0.4056,0.5347,moderate 5099,Uganda,2018,rural,Finance,Junior,40.56,342072,0.3556,220424,0.1993,43940,19,0.544,0.8239,300.8,0.0519,0.4778,0.3703,0.4668,low 5100,DRC,2023,urban,Education,Mid_Level,101.74,660931,0.3938,400649,0.1648,66029,9,0.5506,0.6965,134.92,0.0627,0.3107,0.1834,0.3691,low 5101,Botswana,2022,remote,Administration,Junior,2.52,109947,0.1871,89376,0.3115,27842,46,0.7634,0.7868,536.32,0.0795,0.718,0.7322,0.6592,high 5102,Mozambique,2024,capital,Social_Services,Executive,33.0,356360,0.2249,276211,0.2028,56024,9,0.6146,0.6389,595.93,0.0665,0.2869,0.1807,0.4096,low 5103,Kenya,2021,urban,Infrastructure,Junior,51.68,1875467,0.1559,1583036,0.4037,639054,31,0.7012,0.8834,354.07,0.0771,0.6205,0.5813,0.6421,moderate 5104,Tanzania,2024,capital,Education,Junior,67.0,1303215,0.1681,1084094,0.3342,362301,14,0.624,0.8052,293.35,0.068,0.5743,0.4063,0.5454,moderate 5105,Rwanda,2024,rural,Finance,Junior,14.0,428546,0.1604,359801,0.3533,127102,56,0.6563,0.7828,442.2,0.0813,0.6401,0.57,0.6766,high 5106,Senegal,2025,rural,Education,Junior,18.49,364057,0.2071,288666,0.2338,67489,15,0.6116,0.7141,304.1,0.0706,0.4976,0.3604,0.4871,low 5107,DRC,2023,remote,Justice,Junior,101.74,669719,0.6,267887,0.1,26788,6,0.5302,0.681,111.23,0.0709,0.2703,0.1617,0.2854,critical 5108,DRC,2022,capital,Security,Junior,98.59,575751,0.3142,394838,0.1595,62992,6,0.5158,0.6844,147.69,0.0545,0.2691,0.1892,0.3748,low 5109,Ghana,2020,urban,Agriculture,Junior,31.29,724468,0.1498,615914,0.4201,258722,28,0.6773,0.7034,302.51,0.0697,0.5518,0.3261,0.5809,moderate 5110,Botswana,2020,remote,Infrastructure,Senior,2.45,103918,0.2056,82556,0.2779,22943,53,0.6371,0.8432,924.2,0.0917,0.7661,0.5475,0.6584,high 5111,Ethiopia,2022,urban,ICT,Mid_Level,119.93,1612350,0.2747,1169453,0.2416,282512,9,0.5337,0.6919,98.34,0.0519,0.2597,0.2032,0.4143,low 5112,Rwanda,2023,remote,Justice,Mid_Level,13.67,411186,0.1769,338454,0.2472,83682,59,0.7043,0.8184,617.8,0.0919,0.7497,0.6902,0.6818,high 5113,DRC,2020,rural,Justice,Mid_Level,92.57,536745,0.4068,318421,0.1228,39115,8,0.5539,0.5867,128.97,0.0677,0.308,0.1962,0.3374,critical 5114,Nigeria,2025,rural,Social_Services,Junior,235.75,4282144,0.3508,2779846,0.2708,752698,15,0.6379,0.7844,219.86,0.0532,0.5227,0.3356,0.471,low 5115,Nigeria,2023,rural,Infrastructure,Senior,224.39,4722853,0.3094,3261467,0.2347,765539,21,0.6671,0.6927,300.46,0.0639,0.5727,0.3999,0.485,low 5116,Senegal,2021,remote,Education,Junior,16.62,357022,0.2721,259880,0.1663,43221,20,0.5944,0.6936,244.17,0.0554,0.4417,0.4666,0.4684,low 5117,Kenya,2020,urban,Infrastructure,Junior,50.61,1806780,0.1213,1587661,0.4539,720588,26,0.6569,0.9118,644.12,0.0927,0.7345,0.5576,0.6641,high 5118,Senegal,2018,capital,Social_Services,Senior,15.34,309406,0.1288,269547,0.3375,90979,28,0.5663,0.8022,434.66,0.0673,0.5193,0.3541,0.5798,moderate 5119,Nigeria,2019,remote,Infrastructure,Mid_Level,203.29,4102857,0.3514,2661233,0.191,508411,24,0.5484,0.6994,184.89,0.0697,0.5281,0.4337,0.471,low 5120,Nigeria,2018,urban,Health,Mid_Level,198.33,3779037,0.2683,2765258,0.3519,972999,15,0.5066,0.6933,212.43,0.0713,0.5728,0.3659,0.5063,moderate 5121,South Africa,2019,capital,Infrastructure,Mid_Level,59.58,3108811,0.1264,2715733,0.5009,1360189,38,0.5964,0.8712,396.2,0.0755,0.7544,0.6738,0.7121,high 5122,South Africa,2025,capital,Health,Mid_Level,62.5,3035300,0.1291,2643464,0.4619,1220976,42,0.6452,0.82,464.43,0.0884,0.6437,0.6525,0.6908,high 5123,Ethiopia,2025,capital,Security,Mid_Level,129.15,1513879,0.3144,1037905,0.2523,261906,11,0.4835,0.6562,96.05,0.0499,0.2932,0.1679,0.4065,low 5124,DRC,2018,remote,Administration,Junior,86.92,466733,0.5623,204272,0.1,20427,7,0.5605,0.6161,140.06,0.0701,0.2584,0.2032,0.2905,critical 5125,Mozambique,2018,rural,Health,Mid_Level,28.12,275089,0.4543,150117,0.1303,19552,9,0.4673,0.6032,126.21,0.0714,0.3086,0.2122,0.334,critical 5126,Botswana,2022,capital,Administration,Executive,2.52,101852,0.1007,91590,0.5881,53868,56,0.7416,0.8291,1855.93,0.0768,0.7904,0.7205,0.7873,high 5127,Kenya,2024,capital,Education,Senior,55.0,1704718,0.1086,1519666,0.5265,800091,36,0.6525,0.8152,566.71,0.0917,0.6331,0.6569,0.6958,high 5128,Kenya,2022,urban,Social_Services,Junior,52.76,1770483,0.1458,1512326,0.3804,575237,43,0.6476,0.8662,352.84,0.0813,0.6384,0.6073,0.6706,high 5129,Mozambique,2025,rural,Security,Executive,33.89,306250,0.3166,209305,0.1556,32568,8,0.5766,0.6508,401.35,0.0634,0.2995,0.1751,0.3748,low 5130,Uganda,2024,urban,Education,Mid_Level,49.0,382542,0.2531,285715,0.28,79987,16,0.5004,0.8093,230.86,0.0527,0.4444,0.4639,0.5089,moderate 5131,Kenya,2018,rural,Health,Senior,48.55,1908547,0.1632,1596986,0.278,443906,25,0.6825,0.874,953.65,0.0794,0.7634,0.7666,0.6253,moderate 5132,Ghana,2020,capital,Education,Mid_Level,31.29,828060,0.1904,670361,0.4559,305601,18,0.6442,0.8017,207.28,0.0694,0.4591,0.4039,0.5679,moderate 5133,Senegal,2024,capital,Security,Mid_Level,18.0,397142,0.1508,337236,0.3351,113014,17,0.5129,0.6977,242.38,0.0624,0.4451,0.4392,0.5317,moderate 5134,Kenya,2024,capital,Health,Junior,55.0,2015692,0.1001,1813919,0.458,830795,45,0.6841,0.7945,533.48,0.0754,0.7818,0.7672,0.726,high 5135,Ethiopia,2019,remote,Justice,Junior,111.37,1467164,0.4573,796180,0.1023,81488,11,0.5189,0.7048,115.89,0.0627,0.3221,0.2276,0.3494,critical 5136,Kenya,2019,capital,Administration,Junior,49.57,1806449,0.0994,1626882,0.5042,820205,28,0.6667,0.8911,526.41,0.0688,0.6507,0.531,0.673,high 5137,Ethiopia,2020,urban,Finance,Executive,114.15,1462380,0.3015,1021459,0.2428,248025,9,0.5139,0.5933,547.74,0.0529,0.2762,0.1877,0.3932,low 5138,Kenya,2024,rural,Infrastructure,Director,55.0,1882964,0.1876,1529813,0.3612,552579,35,0.6325,0.7699,1535.4,0.07,0.691,0.7265,0.6381,moderate 5139,Senegal,2022,rural,Social_Services,Senior,17.07,328096,0.1906,265545,0.2874,76330,18,0.6075,0.7544,473.32,0.0541,0.5459,0.3855,0.5255,moderate 5140,Kenya,2019,urban,Infrastructure,Junior,49.57,1574799,0.1571,1327399,0.4619,613089,39,0.6273,0.8568,361.56,0.0686,0.7999,0.5745,0.6896,high 5141,Ghana,2021,remote,Security,Junior,31.94,786471,0.2955,554050,0.2085,115497,30,0.6304,0.7899,229.78,0.0647,0.4892,0.4428,0.5149,moderate 5142,Tanzania,2023,urban,Education,Senior,65.05,1205142,0.2072,955465,0.3504,334766,15,0.5637,0.7044,316.41,0.0626,0.4423,0.3439,0.5076,moderate 5143,Botswana,2019,urban,ICT,Mid_Level,2.41,113600,0.1194,100031,0.4629,46309,52,0.6101,0.8906,458.94,0.0792,0.7042,0.5839,0.7283,high 5144,Kenya,2023,capital,Health,Junior,53.87,2074827,0.116,1834186,0.5467,1002823,25,0.5133,0.9174,407.63,0.0709,0.7592,0.567,0.6904,high 5145,Uganda,2022,capital,Administration,Mid_Level,46.01,362437,0.2269,280217,0.2831,79338,12,0.6261,0.7208,210.65,0.059,0.4636,0.3634,0.4849,low 5146,Mozambique,2020,capital,Administration,Junior,29.66,254094,0.2844,181822,0.2129,38702,10,0.5454,0.6574,111.71,0.0684,0.3309,0.1892,0.4077,low 5147,Mozambique,2019,rural,Health,Junior,28.88,278718,0.366,176706,0.1302,22998,12,0.5667,0.6645,141.76,0.0499,0.2691,0.195,0.3671,low 5148,South Africa,2021,capital,Education,Junior,60.54,3249513,0.1506,2760098,0.5704,1574486,43,0.6258,0.8942,395.55,0.0842,0.7252,0.5812,0.7272,high 5149,Uganda,2019,capital,Security,Junior,41.86,384981,0.253,287598,0.2559,73593,13,0.4716,0.769,312.64,0.0659,0.4648,0.3486,0.4799,low 5150,Uganda,2025,capital,Security,Junior,50.57,380462,0.1965,305706,0.2703,82629,10,0.5433,0.7425,254.86,0.0496,0.5459,0.3399,0.4934,low 5151,Tanzania,2024,urban,Finance,Mid_Level,67.0,1244134,0.2032,991310,0.2988,296177,17,0.494,0.6993,284.91,0.0641,0.4755,0.4468,0.5135,moderate 5152,Rwanda,2024,urban,ICT,Junior,14.0,394137,0.0868,359924,0.4135,148817,59,0.7645,0.7973,553.19,0.0692,0.6804,0.7795,0.7448,high 5153,Ethiopia,2020,rural,Health,Junior,114.15,1289916,0.4768,674912,0.1442,97310,8,0.4782,0.6469,103.58,0.0523,0.2938,0.1978,0.3331,critical 5154,Uganda,2020,remote,Health,Mid_Level,43.2,348429,0.4292,198867,0.1578,31388,11,0.6142,0.8,286.6,0.071,0.5661,0.3523,0.4215,low 5155,Senegal,2025,rural,Finance,Mid_Level,18.49,414265,0.2176,324138,0.2502,81099,23,0.6495,0.818,274.9,0.0707,0.5694,0.4241,0.5377,moderate 5156,Botswana,2020,urban,Administration,Junior,2.45,118254,0.1485,100694,0.5625,56639,57,0.7765,0.9327,638.28,0.0841,0.721,0.7532,0.7833,high 5157,South Africa,2024,urban,Security,Junior,62.0,3734750,0.1659,3115257,0.4341,1352226,37,0.6507,0.9344,530.01,0.0654,0.6102,0.6261,0.6733,high 5158,Botswana,2024,urban,ICT,Junior,2.6,118660,0.15,100857,0.5254,52987,45,0.6432,0.901,629.08,0.0777,0.7867,0.5563,0.7258,high 5159,Mozambique,2023,urban,Health,Mid_Level,32.13,325508,0.2958,229238,0.2121,48623,11,0.5246,0.6814,136.09,0.0606,0.3108,0.2007,0.4099,low 5160,DRC,2023,urban,Social_Services,Mid_Level,101.74,649468,0.4293,370673,0.1652,61242,10,0.5232,0.7033,124.75,0.0617,0.3337,0.2364,0.3715,low 5161,South Africa,2019,capital,Justice,Junior,59.58,2814899,0.1356,2433094,0.5155,1254162,46,0.5965,0.8511,355.26,0.0864,0.7973,0.6128,0.7286,high 5162,Tanzania,2025,remote,Education,Junior,69.01,1178877,0.3848,725187,0.1642,119111,17,0.5077,0.7092,313.94,0.0699,0.4695,0.432,0.4339,low 5163,Tanzania,2023,urban,Security,Senior,65.05,1267295,0.202,1011291,0.3205,324116,21,0.6278,0.8159,451.42,0.0494,0.5325,0.3414,0.5419,moderate 5164,Mozambique,2024,capital,Education,Junior,33.0,372850,0.306,258762,0.2185,56542,12,0.5546,0.6682,88.96,0.0551,0.3101,0.1788,0.4072,low 5165,Uganda,2022,remote,Justice,Mid_Level,46.01,343651,0.4341,194475,0.1314,25547,11,0.6254,0.8125,267.63,0.0631,0.4671,0.3826,0.4087,low 5166,Mozambique,2019,remote,Social_Services,Junior,28.88,276933,0.3861,170002,0.1005,17081,10,0.4839,0.704,85.67,0.0615,0.2926,0.192,0.3576,low 5167,DRC,2019,rural,Education,Mid_Level,89.7,508463,0.5584,224523,0.1102,24739,9,0.5752,0.6981,155.05,0.0619,0.3207,0.2056,0.3178,critical 5168,Ghana,2025,rural,Social_Services,Junior,34.71,749384,0.2015,598392,0.2928,175219,30,0.5721,0.7635,253.79,0.0638,0.4596,0.3555,0.5439,moderate 5169,Uganda,2024,capital,Security,Junior,49.0,345332,0.2153,270976,0.2857,77426,19,0.5685,0.7393,290.63,0.0545,0.5145,0.432,0.5207,moderate 5170,South Africa,2024,capital,Security,Junior,62.0,3282842,0.1435,2811666,0.591,1661654,45,0.7191,0.7938,443.04,0.0732,0.6357,0.6295,0.72,high 5171,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4649518,0.2527,3474385,0.3023,1050479,25,0.6271,0.7947,314.25,0.0676,0.5089,0.3968,0.5347,moderate 5172,Nigeria,2022,remote,Health,Junior,218.92,4095039,0.367,2592252,0.1855,480905,23,0.5047,0.7397,218.55,0.0657,0.4662,0.3575,0.4555,low 5173,Rwanda,2019,urban,Health,Mid_Level,12.43,416038,0.0949,376571,0.4613,173716,61,0.8227,0.8979,405.98,0.078,0.8015,0.5829,0.7672,high 5174,Mozambique,2019,urban,Health,Mid_Level,28.88,299167,0.2759,216622,0.1833,39710,11,0.5915,0.6913,84.44,0.0491,0.3376,0.1782,0.4096,low 5175,Kenya,2021,capital,Education,Senior,51.68,1566100,0.1175,1382048,0.4967,686426,30,0.6797,0.7656,717.21,0.0913,0.6195,0.5699,0.6536,high 5176,Senegal,2023,urban,Education,Mid_Level,17.53,400868,0.1759,330340,0.3396,112167,23,0.6662,0.8176,269.88,0.0609,0.5364,0.4654,0.5712,moderate 5177,Senegal,2019,urban,Health,Director,15.76,379636,0.1346,328552,0.391,128453,24,0.6609,0.8027,530.31,0.055,0.4757,0.4313,0.5852,moderate 5178,Mozambique,2023,rural,Infrastructure,Mid_Level,32.13,304446,0.4322,172851,0.1471,25423,13,0.4956,0.6171,113.19,0.0534,0.3099,0.2172,0.3565,low 5179,Ghana,2019,capital,Agriculture,Executive,30.64,726419,0.1686,603947,0.363,219257,26,0.6149,0.7601,991.44,0.0588,0.5547,0.3221,0.5653,moderate 5180,Rwanda,2020,urban,Social_Services,Junior,12.73,334920,0.0917,304209,0.4094,124536,53,0.7184,0.8074,406.68,0.0931,0.718,0.7393,0.7288,high 5181,South Africa,2020,urban,Education,Junior,60.06,3077111,0.137,2655507,0.5529,1468252,38,0.5784,0.8444,611.16,0.0946,0.5954,0.7734,0.7125,high 5182,Ghana,2020,rural,Justice,Director,31.29,761019,0.2656,558920,0.2956,165194,22,0.6455,0.8088,650.07,0.0677,0.5187,0.4463,0.5303,moderate 5183,DRC,2022,rural,Health,Junior,98.59,576179,0.5356,267599,0.1043,27908,5,0.476,0.6968,147.88,0.0551,0.3164,0.2163,0.3125,critical 5184,Mozambique,2018,urban,Health,Junior,28.12,261439,0.2392,198905,0.2269,45125,12,0.4896,0.6155,86.65,0.0552,0.2608,0.1798,0.4133,low 5185,Botswana,2021,rural,Social_Services,Junior,2.49,103384,0.1435,88546,0.3665,32452,36,0.5928,0.921,542.43,0.0917,0.7091,0.7331,0.6781,high 5186,Tanzania,2020,capital,Infrastructure,Director,59.53,1179219,0.1579,993000,0.3818,379163,18,0.5584,0.7182,672.67,0.0619,0.5488,0.4664,0.5602,moderate 5187,Ghana,2023,capital,Health,Mid_Level,33.3,746000,0.1675,621048,0.3774,234363,20,0.5076,0.8006,263.43,0.0563,0.4845,0.3415,0.5552,moderate 5188,Botswana,2024,urban,Health,Junior,2.6,107980,0.1213,94877,0.5851,55509,51,0.6499,0.8196,479.93,0.0692,0.6549,0.6002,0.7419,high 5189,Ghana,2019,urban,Finance,Senior,30.64,807474,0.1488,687304,0.386,265276,21,0.4966,0.7598,307.3,0.0635,0.4641,0.3587,0.558,moderate 5190,Rwanda,2022,urban,Social_Services,Junior,13.35,459055,0.1024,412069,0.5271,217217,39,0.7451,0.9289,437.12,0.0705,0.7216,0.5557,0.7208,high 5191,Nigeria,2020,remote,Justice,Senior,208.37,4634264,0.4034,2764771,0.1917,530002,22,0.5689,0.69,399.75,0.0672,0.4602,0.3492,0.4365,low 5192,Tanzania,2025,capital,Infrastructure,Mid_Level,69.01,1091262,0.1803,894545,0.3542,316814,13,0.5387,0.7461,258.38,0.049,0.559,0.4577,0.5396,moderate 5193,Nigeria,2024,urban,Justice,Senior,230.0,5239145,0.2535,3911228,0.2923,1143333,15,0.5614,0.7814,450.45,0.0483,0.49,0.3878,0.5022,moderate 5194,Rwanda,2023,urban,Social_Services,Mid_Level,13.67,407766,0.0967,368346,0.482,177541,41,0.6934,0.7907,413.61,0.0777,0.7039,0.768,0.7146,high 5195,Ghana,2022,urban,Social_Services,Junior,32.62,696698,0.1624,583551,0.3888,226878,27,0.663,0.7655,192.42,0.067,0.4269,0.4329,0.5749,moderate 5196,DRC,2022,rural,Justice,Junior,98.59,575678,0.5648,250552,0.1025,25680,9,0.5599,0.7031,87.31,0.0674,0.3028,0.1799,0.3107,critical 5197,Kenya,2021,remote,Finance,Junior,51.68,1572892,0.1813,1287742,0.2192,282284,36,0.6151,0.9138,585.81,0.0789,0.6434,0.6278,0.6137,moderate 5198,Ethiopia,2023,capital,Administration,Mid_Level,122.93,1679818,0.2984,1178573,0.2301,271207,9,0.4567,0.5924,91.41,0.0574,0.2808,0.1921,0.3916,low 5199,Kenya,2021,urban,Infrastructure,Director,51.68,1821024,0.1523,1543698,0.4769,736178,33,0.5826,0.7704,916.76,0.071,0.7792,0.5474,0.6619,high 5200,Tanzania,2024,urban,Security,Junior,67.0,1312376,0.1655,1095169,0.3101,339640,13,0.6108,0.7633,256.85,0.0545,0.5017,0.3233,0.5156,moderate 5201,Rwanda,2021,capital,Administration,Junior,13.04,392479,0.0769,362289,0.5407,195897,39,0.7542,0.8148,549.63,0.0947,0.7538,0.6109,0.7221,high 5202,Ghana,2025,capital,Security,Mid_Level,34.71,830593,0.1812,680088,0.4165,283283,30,0.5669,0.8093,254.96,0.0583,0.4603,0.3365,0.5849,moderate 5203,Ghana,2020,urban,Agriculture,Mid_Level,31.29,674901,0.2125,531481,0.356,189189,27,0.6639,0.7376,240.66,0.0491,0.4862,0.4699,0.5596,moderate 5204,Rwanda,2020,rural,Security,Senior,12.73,347135,0.1537,293773,0.2956,86846,49,0.7428,0.7925,956.44,0.079,0.689,0.7504,0.6708,high 5205,DRC,2024,remote,Security,Mid_Level,105.0,578918,0.6,231567,0.1,23156,7,0.6019,0.6482,136.08,0.064,0.2559,0.1965,0.285,critical 5206,Rwanda,2022,remote,Health,Mid_Level,13.35,392926,0.1779,323033,0.2262,73060,50,0.6046,0.8354,471.66,0.0696,0.8045,0.7052,0.6634,high 5207,Rwanda,2025,rural,Infrastructure,Mid_Level,14.34,387231,0.124,339210,0.3346,113507,41,0.7178,0.8155,376.2,0.0827,0.7116,0.5879,0.6574,high 5208,South Africa,2019,urban,Justice,Junior,59.58,3390596,0.1816,2774732,0.5358,1486607,29,0.7021,0.8771,427.63,0.0921,0.717,0.5617,0.6705,high 5209,Botswana,2024,rural,Education,Mid_Level,2.6,113461,0.1349,98159,0.3814,37441,37,0.5808,0.7807,417.03,0.0883,0.6703,0.5562,0.6439,moderate 5210,DRC,2019,rural,Finance,Mid_Level,89.7,465895,0.5239,221827,0.1367,30314,9,0.5717,0.6108,113.2,0.0517,0.3236,0.2194,0.3216,critical 5211,South Africa,2018,rural,Agriculture,Executive,59.11,3592706,0.1898,2910940,0.3964,1153828,31,0.6333,0.8509,1728.65,0.0871,0.7075,0.6817,0.6457,moderate 5212,Ethiopia,2023,urban,Health,Junior,122.93,1331572,0.3469,869621,0.2035,176946,9,0.5273,0.6936,144.8,0.0533,0.2918,0.1796,0.3878,low 5213,Uganda,2025,urban,Health,Junior,50.57,447748,0.259,331785,0.3084,102336,16,0.5696,0.7972,284.55,0.062,0.4377,0.4484,0.5106,moderate 5214,Botswana,2024,rural,Health,Executive,2.6,114806,0.149,97695,0.4083,39886,52,0.6019,0.8203,1962.03,0.0912,0.5992,0.7154,0.6993,high 5215,Botswana,2025,remote,Education,Mid_Level,2.64,117925,0.2198,92009,0.292,26867,55,0.7703,0.8578,649.21,0.094,0.6264,0.6853,0.6654,high 5216,DRC,2025,remote,Administration,Mid_Level,108.36,567868,0.4841,292972,0.1,29297,8,0.5999,0.6362,129.13,0.0608,0.2762,0.1851,0.3155,critical 5217,DRC,2020,rural,Security,Mid_Level,92.57,637289,0.4413,356049,0.1284,45714,6,0.5164,0.6862,118.43,0.0621,0.298,0.1781,0.3373,critical 5218,Mozambique,2024,rural,Justice,Director,33.0,349048,0.3172,238337,0.1496,35652,12,0.5022,0.6621,331.15,0.0614,0.2688,0.2108,0.3854,low 5219,Ethiopia,2018,capital,Social_Services,Mid_Level,108.65,1339215,0.262,988353,0.2448,241907,7,0.4526,0.7025,104.62,0.0673,0.3015,0.166,0.4153,low 5220,Uganda,2018,capital,Infrastructure,Junior,40.56,371024,0.2023,295958,0.2907,86037,10,0.5584,0.6892,277.11,0.0653,0.5729,0.3554,0.4933,low 5221,Nigeria,2023,urban,Education,Senior,224.39,5013433,0.2042,3989648,0.3397,1355409,22,0.5597,0.6981,446.19,0.0606,0.4667,0.3244,0.5227,moderate 5222,Kenya,2024,urban,Infrastructure,Junior,55.0,1684008,0.1272,1469762,0.4042,594142,25,0.5417,0.8761,425.27,0.0949,0.7842,0.6099,0.6526,high 5223,Nigeria,2024,capital,Finance,Junior,230.0,5114676,0.1924,4130575,0.3236,1336491,22,0.6128,0.7233,286.27,0.0634,0.4482,0.3523,0.5263,moderate 5224,Tanzania,2023,rural,Health,Junior,65.05,1027812,0.3141,705018,0.2229,157125,18,0.5113,0.7453,319.55,0.0688,0.4973,0.4609,0.4798,low 5225,Botswana,2021,urban,Education,Mid_Level,2.49,118667,0.106,106084,0.5911,62709,38,0.7032,0.9252,437.97,0.0952,0.7576,0.7107,0.7519,high 5226,Mozambique,2018,rural,Finance,Senior,28.12,280435,0.3664,177670,0.1407,25004,15,0.5791,0.6497,208.5,0.0547,0.332,0.2099,0.3827,low 5227,Nigeria,2020,capital,Infrastructure,Senior,208.37,3951570,0.237,3014869,0.3639,1096988,24,0.5287,0.7568,482.55,0.0584,0.5417,0.4328,0.5527,moderate 5228,DRC,2020,remote,Finance,Junior,92.57,582649,0.5313,273082,0.101,27581,5,0.582,0.6554,132.17,0.071,0.3415,0.2282,0.3102,critical 5229,DRC,2024,rural,Education,Junior,105.0,644865,0.4307,367098,0.1237,45407,8,0.5668,0.667,146.26,0.0581,0.3069,0.2084,0.3448,critical 5230,South Africa,2020,rural,Education,Senior,60.06,3572359,0.2054,2838493,0.3692,1047985,48,0.7095,0.8365,837.23,0.0769,0.6955,0.7781,0.6838,high 5231,Kenya,2021,remote,Justice,Junior,51.68,2026851,0.1936,1634544,0.2727,445669,39,0.6652,0.8411,628.98,0.0899,0.7104,0.732,0.6377,moderate 5232,South Africa,2022,rural,Security,Junior,61.02,2959937,0.2482,2225156,0.3363,748248,49,0.7028,0.7886,579.87,0.088,0.7317,0.7563,0.6616,high 5233,Ethiopia,2023,rural,Infrastructure,Senior,122.93,1442916,0.4115,849195,0.1648,139975,11,0.4773,0.648,127.45,0.06,0.294,0.1649,0.3589,low 5234,Uganda,2020,urban,Administration,Junior,43.2,302829,0.2592,224328,0.2867,64321,18,0.636,0.7409,269.96,0.0712,0.4473,0.4613,0.5039,moderate 5235,South Africa,2024,remote,ICT,Junior,62.0,3345748,0.2469,2519780,0.2514,633499,47,0.7663,0.8427,574.31,0.0705,0.69,0.5211,0.6162,moderate 5236,Botswana,2024,capital,Health,Junior,2.6,112011,0.1218,98364,0.5529,54385,39,0.5592,0.8979,371.95,0.075,0.6467,0.7683,0.7315,high 5237,DRC,2022,capital,Security,Senior,98.59,621377,0.323,420659,0.1706,71782,8,0.4588,0.6142,225.4,0.0651,0.2635,0.2136,0.3718,low 5238,Botswana,2025,rural,Agriculture,Mid_Level,2.64,121999,0.1929,98460,0.3628,35721,52,0.738,0.7872,421.6,0.0923,0.6631,0.6264,0.6695,high 5239,Ethiopia,2020,rural,Health,Junior,114.15,1369704,0.4728,722122,0.1462,105580,9,0.5403,0.6903,134.54,0.0491,0.2864,0.1774,0.3408,critical 5240,Senegal,2018,urban,Agriculture,Senior,15.34,376482,0.1513,319504,0.3235,103370,22,0.6174,0.7579,449.24,0.0575,0.4748,0.4107,0.5503,moderate 5241,Mozambique,2023,urban,Education,Director,32.13,341356,0.301,238598,0.1852,44192,15,0.5648,0.6201,275.07,0.0569,0.2581,0.1927,0.3966,low 5242,Ghana,2020,urban,Agriculture,Junior,31.29,672031,0.2108,530378,0.3408,180768,22,0.6281,0.8069,271.92,0.0538,0.5245,0.3844,0.5494,moderate 5243,South Africa,2023,urban,Health,Mid_Level,61.51,2812242,0.1794,2307617,0.4679,1079674,49,0.6962,0.7708,541.55,0.0906,0.6044,0.7137,0.692,high 5244,Nigeria,2024,rural,Infrastructure,Mid_Level,230.0,4585631,0.2852,3278004,0.2076,680442,19,0.6249,0.6826,180.59,0.0521,0.4693,0.4,0.4674,low 5245,South Africa,2024,capital,Justice,Mid_Level,62.0,3285244,0.1333,2847336,0.4728,1346153,31,0.5927,0.8552,454.82,0.0819,0.7801,0.5537,0.674,high 5246,Senegal,2025,capital,Infrastructure,Mid_Level,18.49,430709,0.1589,362282,0.4086,148032,15,0.5593,0.7319,314.19,0.0709,0.4634,0.4339,0.5495,moderate 5247,Kenya,2019,rural,Education,Mid_Level,49.57,1488870,0.1946,1199139,0.3124,374602,40,0.5791,0.9126,549.64,0.0759,0.6667,0.5968,0.6427,moderate 5248,Senegal,2022,capital,Security,Senior,17.07,347668,0.1233,304813,0.4383,133604,23,0.6264,0.7699,318.58,0.0672,0.4972,0.3621,0.5877,moderate 5249,Ghana,2022,remote,Justice,Mid_Level,32.62,758504,0.2735,551069,0.2308,127213,29,0.6828,0.8173,229.82,0.0624,0.5096,0.3686,0.5223,moderate 5250,Nigeria,2022,remote,Administration,Mid_Level,218.92,4043138,0.4253,2323741,0.1993,463055,20,0.5744,0.7023,224.47,0.0483,0.4908,0.3405,0.432,low 5251,Tanzania,2022,capital,Administration,Junior,63.15,1116177,0.1506,948109,0.343,325225,16,0.4971,0.7651,255.72,0.053,0.57,0.4461,0.5545,moderate 5252,Mozambique,2022,remote,Justice,Mid_Level,31.29,356351,0.5073,175585,0.1,17558,9,0.4704,0.6312,84.6,0.0614,0.2943,0.1891,0.3137,critical 5253,South Africa,2021,urban,ICT,Junior,60.54,3614622,0.1952,2909067,0.4843,1408781,29,0.6804,0.8011,367.54,0.0919,0.7333,0.5663,0.6449,moderate 5254,Mozambique,2020,rural,Health,Mid_Level,29.66,292943,0.4358,165282,0.1502,24821,15,0.62,0.6297,118.67,0.0705,0.2687,0.1934,0.3568,low 5255,Botswana,2022,urban,Health,Junior,2.52,111284,0.1448,95174,0.5394,51337,39,0.5907,0.8701,404.2,0.0663,0.6019,0.7014,0.707,high 5256,Ethiopia,2025,rural,Education,Junior,129.15,1445812,0.3873,885893,0.165,146161,12,0.5026,0.6317,126.81,0.0586,0.2655,0.1725,0.363,low 5257,Botswana,2022,urban,Agriculture,Senior,2.52,103088,0.1235,90353,0.5225,47212,37,0.6887,0.8181,803.57,0.0775,0.6454,0.5738,0.6869,high 5258,South Africa,2021,capital,Security,Mid_Level,60.54,3487467,0.1297,3035146,0.6019,1826894,40,0.6899,0.9314,505.74,0.0922,0.6632,0.7358,0.7477,high 5259,South Africa,2025,capital,Infrastructure,Senior,62.5,3169565,0.1639,2650012,0.4755,1260014,35,0.6706,0.8401,821.31,0.0817,0.7902,0.5512,0.6755,high 5260,Nigeria,2022,urban,Administration,Senior,218.92,4137526,0.2551,3082233,0.3375,1040110,17,0.4984,0.7,404.01,0.0599,0.4451,0.463,0.5089,moderate 5261,Nigeria,2022,remote,Education,Junior,218.92,4867161,0.4126,2858797,0.1644,470114,18,0.5408,0.7808,207.31,0.0498,0.5477,0.3218,0.437,low 5262,DRC,2022,urban,Finance,Junior,98.59,532187,0.3602,340504,0.1592,54217,7,0.4496,0.7056,121.43,0.0584,0.3331,0.165,0.3729,low 5263,Ethiopia,2021,rural,Education,Junior,117.0,1261484,0.4546,687999,0.1681,115644,9,0.4717,0.6091,113.05,0.054,0.3213,0.1663,0.341,critical 5264,South Africa,2021,rural,Education,Senior,60.54,3016353,0.2413,2288535,0.3663,838211,40,0.5902,0.7737,584.94,0.0881,0.8046,0.5875,0.6365,moderate 5265,Kenya,2020,urban,Education,Mid_Level,50.61,1743520,0.1418,1496373,0.3868,578871,40,0.7136,0.9265,546.43,0.0824,0.7171,0.5439,0.6763,high 5266,Ghana,2020,remote,Administration,Director,31.29,822409,0.2668,602995,0.2308,139195,26,0.5308,0.6838,671.31,0.0638,0.4713,0.4698,0.5027,moderate 5267,Mozambique,2019,capital,Education,Mid_Level,28.88,285891,0.2756,207091,0.1965,40690,12,0.5484,0.7027,141.97,0.0691,0.3338,0.168,0.4158,low 5268,Senegal,2022,remote,Social_Services,Director,17.07,323906,0.2614,239250,0.1699,40641,17,0.578,0.8229,721.03,0.0609,0.5504,0.421,0.4902,low 5269,Kenya,2018,urban,Health,Junior,48.55,1631712,0.1613,1368596,0.3908,534876,42,0.6286,0.8467,616.07,0.0775,0.7371,0.7498,0.6881,high 5270,Senegal,2019,urban,Agriculture,Junior,15.76,340604,0.1759,280688,0.3908,109706,20,0.5393,0.7848,264.55,0.0658,0.566,0.3567,0.5637,moderate 5271,Ghana,2024,urban,Education,Mid_Level,34.0,795563,0.1449,680269,0.376,255767,22,0.504,0.7274,229.19,0.0608,0.4988,0.3462,0.5564,moderate 5272,Botswana,2023,remote,Social_Services,Junior,2.56,117091,0.1838,95564,0.2793,26687,55,0.6373,0.925,451.14,0.0838,0.6987,0.6639,0.6864,high 5273,Ethiopia,2023,capital,Education,Senior,122.93,1585843,0.2862,1132000,0.2721,308026,7,0.5917,0.6413,224.53,0.0592,0.3243,0.2387,0.4165,low 5274,Uganda,2024,capital,Justice,Mid_Level,49.0,367198,0.2604,271592,0.2941,79863,15,0.6074,0.7984,245.08,0.0586,0.487,0.4283,0.5072,moderate 5275,Nigeria,2025,urban,Education,Mid_Level,235.75,4641376,0.1842,3786205,0.2877,1089182,21,0.5626,0.7686,287.92,0.0562,0.5122,0.3876,0.5336,moderate 5276,Ethiopia,2025,remote,Security,Junior,129.15,1758615,0.4905,896094,0.1211,108483,12,0.5658,0.6371,86.31,0.067,0.2628,0.1672,0.3262,critical 5277,Uganda,2019,rural,Administration,Junior,41.86,352762,0.3631,224671,0.2073,46566,16,0.5909,0.7996,191.36,0.0534,0.5517,0.3314,0.4593,low 5278,Uganda,2025,urban,Education,Junior,50.57,378476,0.3052,262972,0.2846,74835,13,0.5983,0.7813,263.07,0.0586,0.5521,0.3532,0.4851,low 5279,South Africa,2025,urban,Administration,Director,62.5,2898505,0.1597,2435675,0.5181,1261817,31,0.6328,0.823,1624.57,0.0704,0.6182,0.6384,0.6662,high 5280,Ghana,2019,rural,Health,Mid_Level,30.64,744862,0.2814,535233,0.3147,168463,29,0.603,0.739,178.19,0.0703,0.5716,0.3537,0.5342,moderate 5281,Rwanda,2021,urban,Infrastructure,Mid_Level,13.04,403628,0.1205,354990,0.4501,159782,37,0.6044,0.7853,531.2,0.0803,0.6265,0.6083,0.6662,high 5282,South Africa,2025,rural,Agriculture,Junior,62.5,3599416,0.1871,2925918,0.4049,1184605,41,0.6151,0.7812,571.07,0.0683,0.6928,0.5256,0.646,moderate 5283,Ethiopia,2025,rural,Health,Mid_Level,129.15,1539343,0.3506,999686,0.1584,158311,9,0.4927,0.7067,100.35,0.064,0.3426,0.1616,0.3809,low 5284,Mozambique,2019,rural,Infrastructure,Senior,28.88,287018,0.4479,158473,0.1316,20848,11,0.6026,0.6027,188.46,0.0578,0.308,0.1722,0.3368,critical 5285,DRC,2022,rural,Agriculture,Junior,98.59,572016,0.4712,302498,0.1256,38008,10,0.4723,0.7083,145.83,0.0573,0.3054,0.1811,0.3435,critical 5286,Nigeria,2021,rural,Health,Senior,213.58,4311594,0.3136,2959303,0.2383,705141,16,0.5433,0.7503,358.59,0.062,0.4297,0.4342,0.4701,low 5287,DRC,2022,remote,Infrastructure,Junior,98.59,646919,0.6,258767,0.1,25876,7,0.5357,0.6979,90.05,0.0493,0.33,0.1734,0.2975,critical 5288,Kenya,2023,remote,Education,Director,53.87,2060454,0.2416,1562615,0.2424,378786,29,0.6312,0.7728,1183.27,0.0845,0.7815,0.5707,0.5738,moderate 5289,Senegal,2018,capital,Social_Services,Junior,15.34,298655,0.1615,250414,0.3379,84613,22,0.614,0.8103,239.99,0.0643,0.4272,0.4032,0.5537,moderate 5290,Ethiopia,2021,urban,Administration,Mid_Level,117.0,1431599,0.2685,1047180,0.2319,242868,9,0.5682,0.6807,143.29,0.0587,0.3339,0.1892,0.4178,low 5291,Tanzania,2023,urban,Administration,Junior,65.05,1068999,0.2363,816377,0.2896,236433,22,0.6479,0.7556,217.7,0.0497,0.463,0.462,0.5242,moderate 5292,Ethiopia,2020,urban,Health,Mid_Level,114.15,1388213,0.3387,918072,0.2442,224224,7,0.5078,0.665,97.76,0.0545,0.3266,0.1627,0.3926,low 5293,Uganda,2025,rural,Education,Junior,50.57,373399,0.2891,265462,0.2124,56383,17,0.514,0.7348,243.15,0.0501,0.4685,0.3663,0.467,low 5294,Botswana,2024,capital,Education,Mid_Level,2.6,104314,0.0987,94021,0.6546,61545,54,0.6361,0.8112,611.04,0.0752,0.6878,0.5675,0.7712,high 5295,Mozambique,2022,capital,Infrastructure,Director,31.29,310737,0.2889,220963,0.2208,48789,11,0.6162,0.7146,268.55,0.0717,0.3436,0.1855,0.4206,low 5296,Tanzania,2021,capital,Health,Junior,61.31,1026985,0.2036,817913,0.3186,260586,20,0.6577,0.7539,300.91,0.058,0.4633,0.4436,0.5325,moderate 5297,Kenya,2023,rural,Education,Mid_Level,53.87,1823130,0.2091,1442002,0.3614,521173,26,0.6418,0.8096,564.51,0.0722,0.6885,0.6266,0.606,moderate 5298,DRC,2024,urban,Administration,Junior,105.0,579877,0.322,393146,0.1529,60115,8,0.5144,0.6445,155.19,0.0678,0.2939,0.2199,0.3758,low 5299,Kenya,2019,urban,Administration,Executive,49.57,1922640,0.1428,1648080,0.4811,792960,27,0.5903,0.8665,2113.81,0.0727,0.7276,0.5939,0.6642,high 5300,Rwanda,2024,urban,Infrastructure,Director,14.0,480020,0.1212,421837,0.453,191071,48,0.6954,0.8957,1422.91,0.0729,0.6904,0.6961,0.7259,high 5301,Ethiopia,2018,capital,Social_Services,Director,108.65,1178200,0.3267,793311,0.2656,210700,7,0.472,0.6488,351.67,0.0598,0.329,0.1706,0.3995,low 5302,South Africa,2019,rural,Infrastructure,Junior,59.58,3475693,0.1952,2797377,0.3501,979313,49,0.7817,0.8274,477.99,0.0664,0.64,0.5246,0.6518,high 5303,Nigeria,2022,remote,Health,Director,218.92,4256360,0.3075,2947330,0.1617,476459,19,0.525,0.7753,526.21,0.0666,0.4564,0.414,0.4644,low 5304,Tanzania,2022,rural,Agriculture,Mid_Level,63.15,1275044,0.3043,887089,0.2497,221499,15,0.5967,0.771,302.35,0.0632,0.4538,0.366,0.4715,low 5305,Senegal,2021,rural,Finance,Senior,16.62,404211,0.2375,308199,0.2518,77606,25,0.6646,0.7659,398.8,0.0536,0.4783,0.4296,0.5217,moderate 5306,Uganda,2025,rural,Education,Senior,50.57,402224,0.3398,265533,0.1911,50747,17,0.6286,0.724,308.71,0.0609,0.5515,0.337,0.4528,low 5307,Rwanda,2021,capital,Agriculture,Junior,13.04,376173,0.0891,342644,0.5027,172262,55,0.6335,0.8762,433.58,0.088,0.6174,0.7271,0.7568,high 5308,Nigeria,2023,capital,Administration,Junior,224.39,3998966,0.175,3299185,0.3266,1077603,24,0.5798,0.6992,257.2,0.0658,0.5718,0.4157,0.5515,moderate 5309,Rwanda,2018,capital,Administration,Senior,12.14,325806,0.1072,290876,0.4431,128893,46,0.5857,0.9307,677.96,0.068,0.7654,0.6285,0.728,high 5310,Ghana,2022,remote,Education,Mid_Level,32.62,733666,0.3421,482670,0.1987,95900,24,0.6361,0.8106,227.19,0.05,0.5036,0.3221,0.4783,low 5311,South Africa,2021,urban,Finance,Junior,60.54,3437560,0.153,2911590,0.4979,1449604,35,0.6633,0.8367,411.88,0.083,0.647,0.6231,0.6762,high 5312,Uganda,2021,remote,Security,Mid_Level,44.58,315181,0.4156,184179,0.1297,23895,15,0.4958,0.6794,228.51,0.0659,0.4889,0.3339,0.4002,low 5313,Tanzania,2022,urban,ICT,Junior,63.15,1199111,0.2155,940740,0.3402,320039,21,0.5672,0.7871,233.75,0.0695,0.5307,0.3268,0.5375,moderate 5314,Ghana,2019,remote,Agriculture,Senior,30.64,846775,0.2457,638689,0.1854,118397,31,0.6443,0.7829,351.29,0.0538,0.44,0.3543,0.5093,moderate 5315,Uganda,2018,remote,Administration,Senior,40.56,277972,0.4539,151807,0.1383,20992,11,0.4658,0.7825,347.77,0.0621,0.5412,0.3917,0.4093,low 5316,Nigeria,2019,remote,Security,Junior,203.29,4288646,0.3643,2726500,0.1958,533832,22,0.5459,0.7861,257.57,0.0641,0.4843,0.3366,0.4629,low 5317,DRC,2018,rural,Education,Mid_Level,86.92,574862,0.5664,249236,0.1369,34124,9,0.5395,0.6196,85.25,0.0534,0.2763,0.2021,0.3059,critical 5318,Nigeria,2023,remote,Education,Director,224.39,4901457,0.406,2911238,0.1624,472926,21,0.6003,0.7936,654.7,0.0711,0.4549,0.3465,0.4408,low 5319,Kenya,2023,remote,Education,Junior,53.87,1974393,0.2473,1486213,0.2407,357805,29,0.6153,0.8173,415.3,0.08,0.605,0.7064,0.5746,moderate 5320,DRC,2024,remote,Administration,Junior,105.0,592994,0.5865,245190,0.1,24519,5,0.592,0.6763,145.25,0.0646,0.3379,0.2254,0.2986,critical 5321,Mozambique,2021,rural,Administration,Director,30.47,341228,0.4224,197087,0.1498,29527,12,0.4971,0.6446,234.25,0.0517,0.2692,0.1978,0.3552,low 5322,DRC,2018,remote,Administration,Mid_Level,86.92,524360,0.6,209744,0.1,20974,8,0.5796,0.6807,144.76,0.0536,0.3272,0.1628,0.2961,critical 5323,DRC,2022,capital,Education,Mid_Level,98.59,628872,0.3198,427788,0.2042,87354,8,0.4636,0.6086,144.86,0.0707,0.3152,0.2195,0.3859,low 5324,Tanzania,2022,rural,Administration,Junior,63.15,1193730,0.2823,856691,0.217,185924,17,0.5374,0.8181,194.75,0.0541,0.5409,0.3748,0.4905,low 5325,Kenya,2023,rural,Infrastructure,Junior,53.87,1999191,0.1447,1709831,0.34,581361,36,0.7104,0.891,518.57,0.089,0.6307,0.6231,0.6478,moderate 5326,Uganda,2022,rural,Education,Mid_Level,46.01,343339,0.3166,234639,0.1939,45506,12,0.5375,0.7563,230.71,0.0706,0.5261,0.3846,0.4539,low 5327,Ethiopia,2025,urban,Security,Mid_Level,129.15,1723045,0.3073,1193630,0.1896,226324,8,0.5026,0.6363,136.61,0.065,0.2648,0.1645,0.379,low 5328,Botswana,2019,urban,Agriculture,Mid_Level,2.41,118772,0.1264,103759,0.566,58727,58,0.7664,0.8701,579.36,0.0801,0.7877,0.6846,0.7826,high 5329,Ethiopia,2025,rural,Education,Senior,129.15,1401082,0.4977,703759,0.1799,126633,9,0.5945,0.7033,166.75,0.0693,0.3153,0.1853,0.3486,critical 5330,DRC,2021,remote,Security,Mid_Level,95.53,612160,0.6,244864,0.1,24486,9,0.5501,0.7116,123.92,0.0527,0.2612,0.215,0.3019,critical 5331,Ethiopia,2022,remote,Social_Services,Junior,119.93,1652082,0.5982,663832,0.1046,69408,9,0.5601,0.5908,104.81,0.0612,0.3412,0.2295,0.2948,critical 5332,Tanzania,2018,rural,Health,Director,56.11,1060032,0.2265,819982,0.2566,210368,13,0.5019,0.6863,577.57,0.0522,0.5738,0.4056,0.4909,low 5333,Tanzania,2024,urban,Education,Mid_Level,67.0,1306362,0.2083,1034271,0.3061,316628,14,0.5554,0.7711,184.71,0.063,0.5692,0.3529,0.5173,moderate 5334,Kenya,2019,urban,Security,Mid_Level,49.57,1552383,0.1473,1323730,0.444,587735,40,0.6128,0.9321,398.04,0.0949,0.6135,0.5884,0.6842,high 5335,Rwanda,2019,rural,Security,Mid_Level,12.43,422171,0.1255,369206,0.3222,118946,35,0.625,0.7737,414.33,0.0703,0.7138,0.5952,0.6336,moderate 5336,Ghana,2018,rural,Health,Junior,30.01,762796,0.2858,544762,0.3071,167284,29,0.6444,0.7196,263.27,0.0672,0.4519,0.4729,0.5282,moderate 5337,Ethiopia,2024,rural,Infrastructure,Mid_Level,126.0,1719867,0.3783,1069170,0.1404,150080,10,0.5157,0.6223,115.36,0.0629,0.2722,0.1974,0.3558,low 5338,Botswana,2021,capital,Health,Junior,2.49,95977,0.0912,87226,0.5888,51357,58,0.6946,0.9068,468.81,0.0851,0.6952,0.7753,0.8025,high 5339,Tanzania,2023,rural,Education,Senior,65.05,1345026,0.2402,1022003,0.1992,203606,23,0.629,0.6838,308.27,0.0662,0.5621,0.3303,0.4891,low 5340,Kenya,2018,capital,Administration,Director,48.55,1762551,0.1158,1558432,0.4886,761445,38,0.7201,0.879,1385.93,0.0951,0.6298,0.7159,0.7046,high 5341,Ethiopia,2025,capital,Education,Junior,129.15,1716329,0.2906,1217478,0.2492,303455,10,0.5301,0.6087,87.27,0.0547,0.3432,0.2253,0.4128,low 5342,Rwanda,2019,capital,Infrastructure,Mid_Level,12.43,324946,0.0793,299174,0.5256,157249,53,0.7225,0.8192,496.55,0.0852,0.6436,0.5282,0.7341,high 5343,Ethiopia,2021,rural,Education,Junior,117.0,1328352,0.4749,697495,0.1829,127553,10,0.5234,0.6663,154.41,0.0659,0.2614,0.1936,0.3474,critical 5344,South Africa,2019,capital,Security,Mid_Level,59.58,3144332,0.149,2675866,0.5178,1385547,50,0.6539,0.8015,633.43,0.0819,0.6224,0.7276,0.7224,high 5345,Rwanda,2022,rural,Agriculture,Senior,13.35,428888,0.1545,362625,0.3719,134873,43,0.587,0.7724,610.31,0.0788,0.5966,0.6936,0.6567,high 5346,Kenya,2025,urban,Infrastructure,Director,56.15,1741742,0.1295,1516272,0.5043,764646,27,0.6775,0.8342,1262.75,0.0904,0.8018,0.5269,0.6692,high 5347,Kenya,2020,capital,Finance,Junior,50.61,1674981,0.1257,1464498,0.5236,766796,44,0.6273,0.9307,440.84,0.0937,0.752,0.6271,0.737,high 5348,Kenya,2025,capital,Justice,Mid_Level,56.15,1723942,0.1097,1534883,0.4726,725340,29,0.6961,0.7913,517.75,0.0815,0.7072,0.5559,0.6582,high 5349,South Africa,2021,remote,Education,Junior,60.54,3640554,0.3332,2427683,0.2746,666731,49,0.795,0.7945,415.47,0.0811,0.7429,0.731,0.6244,moderate 5350,Senegal,2021,capital,Health,Senior,16.62,372486,0.1183,328425,0.4065,133494,23,0.5788,0.8038,328.41,0.0662,0.4745,0.4092,0.5885,moderate 5351,Nigeria,2025,rural,Agriculture,Mid_Level,235.75,4991808,0.3363,3313281,0.2612,865515,23,0.5633,0.7113,235.36,0.0605,0.5468,0.4038,0.4905,low 5352,South Africa,2020,urban,Health,Mid_Level,60.06,3199719,0.1772,2632786,0.5491,1445719,41,0.6765,0.8806,641.18,0.0872,0.636,0.6327,0.7045,high 5353,South Africa,2019,capital,Social_Services,Junior,59.58,2936440,0.1511,2492795,0.4922,1226970,29,0.6472,0.8023,357.94,0.0876,0.794,0.5503,0.6625,high 5354,Uganda,2021,capital,Health,Junior,44.58,388964,0.2217,302725,0.2636,79800,15,0.6172,0.7268,242.28,0.0521,0.5737,0.4746,0.5118,moderate 5355,Tanzania,2024,capital,Education,Junior,67.0,1067437,0.1704,885509,0.3277,290162,22,0.628,0.6868,182.72,0.0708,0.5455,0.3263,0.5345,moderate 5356,Kenya,2024,urban,Justice,Mid_Level,55.0,2030479,0.1256,1775419,0.4426,785784,28,0.593,0.7809,548.45,0.0659,0.6572,0.5464,0.6367,moderate 5357,Senegal,2023,urban,Education,Mid_Level,17.53,346403,0.1873,281505,0.3358,94528,24,0.6757,0.6937,276.55,0.0482,0.5673,0.3742,0.5453,moderate 5358,South Africa,2020,urban,ICT,Junior,60.06,3575847,0.1983,2866843,0.5477,1570242,31,0.6539,0.8296,491.84,0.0689,0.8002,0.5891,0.6782,high 5359,Nigeria,2024,capital,Social_Services,Senior,230.0,4270100,0.2054,3393038,0.3381,1147351,16,0.584,0.7838,422.84,0.0681,0.5323,0.3812,0.5321,moderate 5360,Tanzania,2025,remote,Finance,Executive,69.01,1422219,0.3621,907165,0.1835,166465,13,0.514,0.6934,791.93,0.0667,0.4557,0.3805,0.4255,low 5361,Senegal,2021,capital,Social_Services,Senior,16.62,312844,0.1493,266133,0.3953,105215,23,0.5491,0.7004,281.99,0.0653,0.4989,0.418,0.5658,moderate 5362,Nigeria,2022,rural,Security,Junior,218.92,4625247,0.2731,3361984,0.206,692548,23,0.6367,0.7879,231.36,0.0666,0.4685,0.3677,0.4925,low 5363,Ghana,2020,rural,Education,Junior,31.29,725699,0.2361,554372,0.2648,146790,28,0.5344,0.7734,222.07,0.0524,0.46,0.3518,0.5244,moderate 5364,Kenya,2024,capital,Social_Services,Junior,55.0,1638415,0.0963,1480589,0.461,682482,42,0.6864,0.8805,474.4,0.0728,0.73,0.6707,0.7183,high 5365,Ghana,2018,rural,Security,Junior,30.01,714773,0.2676,523505,0.2692,140903,21,0.6339,0.8227,202.72,0.0571,0.4254,0.3977,0.5086,moderate 5366,Uganda,2020,rural,Administration,Junior,43.2,383313,0.319,261052,0.1885,49202,18,0.5489,0.6775,182.77,0.0561,0.5577,0.3342,0.4532,low 5367,Senegal,2019,remote,Finance,Senior,15.76,334485,0.272,243512,0.2177,53023,28,0.5506,0.7765,357.95,0.0516,0.4289,0.4012,0.5059,moderate 5368,Tanzania,2018,remote,Education,Junior,56.11,1078598,0.331,721568,0.1618,116763,19,0.5238,0.7486,319.47,0.0668,0.4752,0.466,0.4616,low 5369,DRC,2024,urban,Administration,Mid_Level,105.0,711803,0.3672,450462,0.145,65334,6,0.5237,0.5882,139.33,0.0554,0.2578,0.2119,0.3447,critical 5370,Nigeria,2022,capital,Education,Mid_Level,218.92,3920064,0.1605,3290831,0.414,1362302,17,0.6346,0.7371,319.42,0.0583,0.5374,0.4745,0.5676,moderate 5371,Uganda,2020,capital,Finance,Senior,43.2,352230,0.2722,256358,0.279,71524,11,0.4985,0.7093,337.93,0.0555,0.4601,0.3395,0.4656,low 5372,Kenya,2022,rural,Administration,Junior,52.76,1935563,0.182,1583320,0.3569,565012,39,0.5936,0.8103,537.35,0.088,0.6115,0.6881,0.6427,moderate 5373,South Africa,2019,remote,ICT,Senior,59.58,3499189,0.3376,2317968,0.2527,585684,40,0.5875,0.8426,572.09,0.0861,0.6109,0.7435,0.5906,moderate 5374,Botswana,2024,remote,Health,Senior,2.6,109728,0.1845,89488,0.3096,27709,34,0.7077,0.9138,775.18,0.0775,0.7818,0.7052,0.6521,high 5375,Senegal,2018,urban,Finance,Senior,15.34,376252,0.1648,314237,0.3111,97745,23,0.585,0.7384,483.97,0.0719,0.4864,0.4695,0.5504,moderate 5376,Rwanda,2019,capital,Security,Mid_Level,12.43,400538,0.081,368086,0.5013,184536,55,0.7202,0.8137,500.24,0.0827,0.7106,0.6671,0.7524,high 5377,Senegal,2021,urban,Health,Junior,16.62,369289,0.1852,300878,0.3822,114985,22,0.6126,0.8215,320.09,0.0719,0.4275,0.4218,0.5624,moderate 5378,Botswana,2023,capital,Education,Junior,2.56,111281,0.1094,99110,0.5204,51579,44,0.6126,0.9218,400.84,0.0804,0.6673,0.6299,0.7308,high 5379,Botswana,2021,remote,Security,Junior,2.49,123136,0.2138,96807,0.2549,24672,44,0.6017,0.8598,461.21,0.0661,0.7322,0.5807,0.6305,moderate 5380,Rwanda,2024,remote,Education,Junior,14.0,362868,0.1787,298034,0.2777,82771,38,0.587,0.8916,541.43,0.0704,0.631,0.5383,0.6204,moderate 5381,Ghana,2018,urban,Health,Junior,30.01,834524,0.1476,711387,0.4193,298268,23,0.5764,0.8209,260.27,0.0489,0.5441,0.4087,0.5938,moderate 5382,Mozambique,2024,capital,Education,Director,33.0,323056,0.2571,240000,0.2253,54065,12,0.5892,0.614,375.75,0.0493,0.3,0.2398,0.4181,low 5383,Ethiopia,2023,rural,ICT,Junior,122.93,1440772,0.4878,737966,0.1687,124459,9,0.6128,0.6837,154.37,0.062,0.2557,0.2378,0.3446,critical 5384,DRC,2024,rural,Health,Senior,105.0,655959,0.3846,403688,0.1198,48352,10,0.5539,0.6774,197.07,0.0604,0.3173,0.1757,0.3597,low 5385,Rwanda,2020,rural,Education,Junior,12.73,336536,0.1688,279730,0.3127,87484,52,0.6865,0.8239,400.46,0.0959,0.6557,0.6231,0.6675,high 5386,South Africa,2019,urban,Health,Mid_Level,59.58,3160581,0.1811,2588237,0.4214,1090802,44,0.5839,0.921,588.03,0.068,0.7118,0.7688,0.7063,high 5387,DRC,2019,capital,Finance,Junior,89.7,583010,0.3728,365690,0.1773,64829,10,0.4898,0.7043,107.29,0.0696,0.3364,0.1879,0.3842,low 5388,Botswana,2018,urban,Finance,Executive,2.38,113091,0.1328,98072,0.551,54037,42,0.706,0.8125,2302.76,0.0849,0.7517,0.5594,0.7125,high 5389,DRC,2022,capital,Education,Senior,98.59,576874,0.2624,425514,0.2012,85600,6,0.5236,0.6468,169.1,0.0481,0.2779,0.1724,0.3917,low 5390,Kenya,2019,capital,Social_Services,Junior,49.57,1648098,0.1238,1444010,0.4139,597658,35,0.6331,0.9109,384.82,0.0659,0.6259,0.6438,0.6736,high 5391,Senegal,2018,rural,Social_Services,Mid_Level,15.34,323165,0.2114,254850,0.2362,60200,26,0.572,0.8038,319.89,0.0541,0.5537,0.4538,0.5425,moderate 5392,Botswana,2022,rural,Finance,Mid_Level,2.52,110355,0.2015,88115,0.3877,34159,37,0.6811,0.8939,608.4,0.0644,0.7519,0.6579,0.6641,high 5393,Botswana,2023,urban,Education,Junior,2.56,109058,0.1339,94459,0.4503,42538,56,0.7021,0.7757,614.59,0.0698,0.6072,0.5404,0.7002,high 5394,Kenya,2022,capital,Social_Services,Mid_Level,52.76,1723691,0.124,1509876,0.5439,821281,42,0.5952,0.9132,459.87,0.0763,0.7009,0.7197,0.739,high 5395,Rwanda,2021,rural,Health,Junior,13.04,443707,0.1394,381856,0.3588,137017,37,0.5567,0.774,560.43,0.0658,0.7214,0.5852,0.6441,moderate 5396,Uganda,2019,rural,Infrastructure,Senior,41.86,357706,0.3345,238063,0.1776,42278,16,0.5382,0.6998,391.43,0.0639,0.4678,0.4355,0.4461,low 5397,Ghana,2018,rural,Health,Mid_Level,30.01,735764,0.2066,583771,0.2398,139971,30,0.6906,0.7305,273.9,0.0689,0.4384,0.401,0.5268,moderate 5398,Mozambique,2021,urban,Education,Director,30.47,322464,0.3023,224969,0.2067,46511,11,0.5909,0.682,288.53,0.0515,0.2638,0.2236,0.4046,low 5399,Kenya,2023,urban,Health,Senior,53.87,1805736,0.1499,1534979,0.4663,715758,44,0.5884,0.8744,881.65,0.0733,0.7498,0.5974,0.705,high 5400,Tanzania,2023,rural,Administration,Director,65.05,1345390,0.2845,962665,0.2293,220742,19,0.6187,0.7974,546.6,0.065,0.4538,0.3365,0.4823,low 5401,Kenya,2024,urban,Finance,Junior,55.0,1783886,0.1397,1534758,0.3852,591256,39,0.6536,0.8722,359.48,0.076,0.6789,0.6702,0.6746,high 5402,Rwanda,2025,rural,Social_Services,Senior,14.34,390806,0.1448,334226,0.3597,120217,51,0.7989,0.8531,771.53,0.0678,0.6116,0.5353,0.6739,high 5403,Tanzania,2019,rural,Health,Junior,57.79,1075508,0.3018,750875,0.1926,144632,18,0.5191,0.8122,237.78,0.0635,0.4902,0.4509,0.4836,low 5404,Mozambique,2021,remote,Education,Mid_Level,30.47,267052,0.4151,156193,0.109,17018,10,0.4686,0.6172,103.5,0.063,0.27,0.2343,0.3415,critical 5405,Rwanda,2020,remote,Finance,Mid_Level,12.73,402417,0.1642,336325,0.2477,83319,41,0.7406,0.9157,457.94,0.0771,0.6586,0.5977,0.6364,moderate 5406,Kenya,2018,urban,Justice,Junior,48.55,1700228,0.1092,1514584,0.4572,692401,31,0.5581,0.7669,478.08,0.0854,0.6454,0.5637,0.6504,high 5407,Mozambique,2022,rural,Education,Senior,31.29,321985,0.4324,182750,0.1623,29662,13,0.5176,0.6731,171.47,0.0524,0.2707,0.1723,0.3602,low 5408,Rwanda,2021,urban,ICT,Mid_Level,13.04,359709,0.1225,315650,0.5291,167001,47,0.7665,0.8915,444.83,0.0642,0.7416,0.771,0.7541,high 5409,Ethiopia,2019,remote,Education,Mid_Level,111.37,1357472,0.4664,724393,0.1029,74512,8,0.5145,0.6096,132.31,0.0597,0.2869,0.1786,0.3171,critical 5410,Ethiopia,2023,remote,Security,Junior,122.93,1266211,0.586,524270,0.1209,63378,7,0.564,0.6149,105.52,0.0636,0.272,0.1857,0.2892,critical 5411,Ethiopia,2023,urban,Health,Junior,122.93,1493374,0.3778,929180,0.2215,205841,12,0.6148,0.6991,116.2,0.0616,0.3122,0.1607,0.3931,low 5412,Rwanda,2018,remote,Finance,Senior,12.14,323041,0.1626,270529,0.2182,59018,57,0.6753,0.8995,875.54,0.0673,0.655,0.6593,0.6727,high 5413,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,961991,0.2314,739354,0.249,184112,19,0.5544,0.6924,307.16,0.061,0.5404,0.479,0.5077,moderate 5414,South Africa,2021,rural,Security,Junior,60.54,2838527,0.1833,2318214,0.3953,916383,51,0.6801,0.8557,408.79,0.0889,0.5994,0.5551,0.6743,high 5415,Senegal,2025,urban,Infrastructure,Junior,18.49,367343,0.1754,302920,0.3946,119538,22,0.5466,0.8024,219.21,0.0676,0.5536,0.4561,0.5811,moderate 5416,Mozambique,2023,remote,Administration,Director,32.13,314473,0.4306,179073,0.1241,22226,9,0.5493,0.6749,274.2,0.0547,0.2683,0.1633,0.3403,critical 5417,Kenya,2025,urban,Education,Junior,56.15,1807333,0.1364,1560817,0.4063,634145,30,0.7106,0.8658,380.71,0.0881,0.6115,0.6028,0.6438,moderate 5418,Tanzania,2020,rural,Health,Mid_Level,59.53,1080548,0.2466,814036,0.2228,181330,17,0.6488,0.7757,219.38,0.0671,0.4925,0.3354,0.4857,low 5419,Nigeria,2019,rural,Health,Senior,203.29,3653456,0.2845,2614185,0.2441,637995,25,0.5185,0.7699,374.48,0.0589,0.4607,0.3213,0.4961,low 5420,Mozambique,2024,rural,Health,Mid_Level,33.0,313778,0.3238,212184,0.1422,30182,8,0.5272,0.6035,109.41,0.057,0.2615,0.2094,0.3622,low 5421,Nigeria,2022,rural,Social_Services,Junior,218.92,4386364,0.3331,2925103,0.2295,671273,20,0.5906,0.7138,254.95,0.0538,0.4473,0.4476,0.4706,low 5422,Rwanda,2024,rural,Agriculture,Junior,14.0,423881,0.17,351813,0.3769,132612,59,0.7789,0.8509,481.65,0.0829,0.6944,0.6273,0.709,high 5423,Senegal,2022,remote,Education,Junior,17.07,336869,0.2915,238667,0.2133,50911,25,0.5827,0.7598,181.96,0.0592,0.5368,0.4467,0.5053,moderate 5424,Tanzania,2022,rural,Education,Junior,63.15,1142264,0.316,781276,0.2502,195508,22,0.6067,0.8181,258.9,0.0585,0.5238,0.4086,0.5045,moderate 5425,Ethiopia,2023,urban,ICT,Director,122.93,1609203,0.2563,1196690,0.2044,244582,12,0.5992,0.6179,312.99,0.0486,0.3296,0.1995,0.4126,low 5426,Mozambique,2021,capital,Health,Director,30.47,325758,0.2316,250303,0.1852,46354,12,0.6086,0.6461,329.89,0.0709,0.2985,0.225,0.4177,low 5427,DRC,2020,capital,Social_Services,Director,92.57,481747,0.3391,318379,0.1912,60880,9,0.564,0.6918,342.1,0.0572,0.267,0.2316,0.3892,low 5428,Uganda,2025,capital,Security,Junior,50.57,429816,0.2125,338461,0.343,116084,17,0.6025,0.7078,210.75,0.0613,0.4491,0.3708,0.5133,moderate 5429,Uganda,2025,urban,Education,Senior,50.57,424969,0.2647,312473,0.2973,92896,12,0.4832,0.7184,333.63,0.0696,0.5703,0.3287,0.4858,low 5430,South Africa,2025,rural,Education,Mid_Level,62.5,3297124,0.2012,2633685,0.3473,914573,31,0.6353,0.8227,488.58,0.0799,0.7053,0.5678,0.6147,moderate 5431,Botswana,2018,urban,Education,Junior,2.38,103008,0.1506,87492,0.5467,47831,51,0.7766,0.88,482.11,0.0918,0.6591,0.5862,0.733,high 5432,Rwanda,2020,urban,Justice,Junior,12.73,384667,0.1123,341455,0.5216,178117,46,0.6794,0.882,399.66,0.077,0.6017,0.5205,0.7118,high 5433,South Africa,2021,rural,Education,Mid_Level,60.54,3180707,0.2216,2475852,0.3721,921307,50,0.7107,0.9093,450.51,0.0729,0.6117,0.6718,0.6774,high 5434,Ethiopia,2023,rural,Social_Services,Junior,122.93,1548155,0.4193,899028,0.1512,135904,9,0.5716,0.7008,127.23,0.0639,0.3391,0.2192,0.3664,low 5435,Nigeria,2019,rural,Health,Junior,203.29,4615707,0.2534,3445860,0.2637,908505,22,0.633,0.7592,288.72,0.0709,0.5363,0.3712,0.5122,moderate 5436,Uganda,2025,urban,Health,Director,50.57,394046,0.2429,298345,0.2865,85486,19,0.6354,0.7126,704.78,0.0541,0.5018,0.3425,0.4997,low 5437,Ghana,2020,remote,Finance,Mid_Level,31.29,767727,0.2402,583310,0.2197,128164,23,0.5496,0.7044,247.91,0.0695,0.4762,0.4105,0.4967,low 5438,Mozambique,2018,rural,Justice,Junior,28.12,276139,0.3178,188368,0.1622,30547,12,0.4888,0.6817,140.06,0.0528,0.2958,0.1955,0.3925,low 5439,Ethiopia,2020,remote,Security,Senior,114.15,1382098,0.59,566702,0.1105,62634,8,0.531,0.6489,130.7,0.0621,0.2564,0.1754,0.2907,critical 5440,Mozambique,2020,remote,Education,Junior,29.66,309667,0.4127,181858,0.1,18185,8,0.6058,0.5901,130.98,0.0481,0.3294,0.2136,0.3346,critical 5441,Kenya,2025,remote,ICT,Junior,56.15,2015767,0.2472,1517484,0.2129,323078,28,0.5951,0.9094,594.83,0.0901,0.6528,0.7191,0.585,moderate 5442,Rwanda,2018,remote,Infrastructure,Mid_Level,12.14,416062,0.1739,343721,0.2371,81512,44,0.5934,0.88,648.82,0.0919,0.798,0.5748,0.6451,moderate 5443,Senegal,2018,urban,Agriculture,Mid_Level,15.34,366102,0.1326,317549,0.3633,115365,18,0.5313,0.7926,309.14,0.0623,0.4278,0.3724,0.5516,moderate 5444,DRC,2025,rural,Social_Services,Mid_Level,108.36,639772,0.4904,326052,0.1324,43158,10,0.5456,0.7095,140.43,0.0666,0.34,0.1712,0.343,critical 5445,Ethiopia,2018,capital,Agriculture,Senior,108.65,1128514,0.281,811377,0.2491,202118,10,0.5061,0.6164,128.44,0.0518,0.2562,0.199,0.405,low 5446,Rwanda,2023,urban,Security,Junior,13.67,418313,0.0952,378489,0.4822,182493,59,0.7664,0.8322,465.94,0.0819,0.7824,0.6907,0.7664,high 5447,Tanzania,2018,rural,Health,Junior,56.11,972912,0.2771,703328,0.2466,173430,15,0.5826,0.7618,266.5,0.0485,0.5018,0.4698,0.4913,low 5448,Tanzania,2019,rural,Security,Executive,57.79,983445,0.3012,687238,0.209,143601,17,0.565,0.7803,848.6,0.0561,0.5713,0.4245,0.4861,low 5449,South Africa,2022,capital,ICT,Senior,61.02,3696976,0.142,3171850,0.4795,1520890,45,0.7284,0.913,528.24,0.0828,0.6249,0.6445,0.7108,high 5450,Mozambique,2025,rural,Education,Mid_Level,33.89,337019,0.3768,210022,0.1252,26299,13,0.5706,0.5968,93.29,0.0591,0.3034,0.1753,0.357,low 5451,Kenya,2024,rural,Education,Senior,55.0,1974479,0.1668,1645074,0.3515,578291,35,0.628,0.7677,894.57,0.0728,0.656,0.7372,0.6382,moderate 5452,Kenya,2018,remote,Education,Junior,48.55,1800835,0.2125,1418185,0.2235,316968,27,0.5773,0.9303,389.34,0.094,0.7156,0.6954,0.6009,moderate 5453,Kenya,2024,capital,ICT,Senior,55.0,2099417,0.1164,1854976,0.494,916340,36,0.5664,0.7979,870.91,0.0798,0.634,0.7429,0.6918,high 5454,Rwanda,2019,remote,Justice,Senior,12.43,373641,0.1802,306327,0.2233,68393,63,0.7271,0.862,557.66,0.0703,0.7777,0.6335,0.6887,high 5455,Mozambique,2021,urban,ICT,Mid_Level,30.47,304079,0.3404,200567,0.2025,40608,15,0.5028,0.6384,123.39,0.0523,0.3121,0.219,0.4019,low 5456,Botswana,2019,urban,Administration,Mid_Level,2.41,114987,0.1409,98785,0.4837,47782,50,0.7811,0.927,379.67,0.0707,0.5963,0.623,0.7217,high 5457,South Africa,2020,urban,Education,Mid_Level,60.06,3621948,0.1437,3101403,0.4526,1403769,32,0.7182,0.8638,443.62,0.0762,0.7658,0.7156,0.6849,high 5458,DRC,2021,urban,ICT,Senior,95.53,488327,0.3613,311874,0.1424,44399,8,0.6027,0.5876,159.06,0.0601,0.278,0.1697,0.3482,critical 5459,South Africa,2020,urban,Education,Executive,60.06,3623743,0.1801,2971035,0.4288,1274124,29,0.6529,0.8786,1615.81,0.0923,0.7461,0.5726,0.6483,moderate 5460,Nigeria,2025,rural,Administration,Senior,235.75,4012607,0.3046,2790390,0.2113,589612,18,0.5374,0.7519,452.96,0.0515,0.495,0.4566,0.4796,low 5461,Senegal,2021,urban,Agriculture,Junior,16.62,360552,0.1636,301553,0.3225,97253,18,0.504,0.809,182.36,0.0694,0.569,0.412,0.5542,moderate 5462,Kenya,2025,urban,Health,Junior,56.15,2243235,0.1519,1902433,0.5038,958370,33,0.5802,0.8102,597.84,0.0705,0.7227,0.7539,0.6896,high 5463,Tanzania,2024,urban,Education,Mid_Level,67.0,1183400,0.1802,970207,0.2723,264141,15,0.4996,0.6844,309.37,0.0638,0.5697,0.4395,0.5141,moderate 5464,Kenya,2023,urban,Agriculture,Junior,53.87,1978266,0.1427,1695970,0.4386,743800,38,0.712,0.8357,448.04,0.0734,0.7788,0.7714,0.6994,high 5465,Mozambique,2024,rural,Social_Services,Senior,33.0,310214,0.3477,202339,0.16,32383,14,0.5202,0.6204,230.18,0.0618,0.323,0.1633,0.3798,low 5466,Senegal,2022,urban,Education,Junior,17.07,415205,0.1309,360872,0.3729,134565,22,0.5661,0.8092,288.93,0.0625,0.4876,0.4663,0.5823,moderate 5467,Kenya,2025,rural,Finance,Executive,56.15,1696968,0.2052,1348816,0.3005,405301,34,0.557,0.8443,1675.37,0.0741,0.7139,0.7728,0.6341,moderate 5468,Ghana,2019,urban,Education,Mid_Level,30.64,712690,0.1578,600199,0.4026,241619,20,0.591,0.6831,282.72,0.048,0.5269,0.3432,0.5507,moderate 5469,Senegal,2023,capital,Education,Mid_Level,17.53,399378,0.1319,346704,0.3791,131435,19,0.4917,0.7592,323.47,0.0603,0.4808,0.3992,0.5612,moderate 5470,Botswana,2023,capital,Finance,Junior,2.56,120368,0.1322,104449,0.5298,55342,42,0.6221,0.8308,487.76,0.0889,0.713,0.6503,0.7153,high 5471,DRC,2018,capital,Social_Services,Senior,86.92,465046,0.3686,293627,0.2059,60449,9,0.5302,0.6138,221.93,0.0565,0.2766,0.2061,0.3722,low 5472,Mozambique,2025,remote,Social_Services,Junior,33.89,365776,0.5564,162245,0.119,19299,12,0.5588,0.6947,121.69,0.0539,0.2956,0.2279,0.3272,critical 5473,Ghana,2018,urban,Social_Services,Mid_Level,30.01,726452,0.1953,584547,0.3982,232755,25,0.5517,0.8132,187.64,0.0646,0.5254,0.3408,0.5718,moderate 5474,Ghana,2018,urban,Health,Director,30.01,831234,0.2123,654785,0.4418,289268,20,0.627,0.7435,453.69,0.0604,0.4373,0.4778,0.5604,moderate 5475,Tanzania,2024,rural,Health,Junior,67.0,1121915,0.299,786458,0.2294,180390,19,0.5118,0.7441,244.75,0.0715,0.5411,0.3415,0.48,low 5476,Rwanda,2021,rural,Justice,Mid_Level,13.04,429143,0.1426,367954,0.289,106327,59,0.8451,0.8123,549.8,0.077,0.6803,0.7585,0.6998,high 5477,Rwanda,2025,capital,Security,Junior,14.34,434081,0.1076,387394,0.4622,179047,44,0.7661,0.836,373.01,0.0773,0.6898,0.7225,0.7153,high 5478,Rwanda,2020,capital,Justice,Junior,12.73,328265,0.1088,292562,0.5745,168088,63,0.7792,0.8098,610.15,0.0697,0.7524,0.7468,0.7953,high 5479,Senegal,2025,rural,ICT,Junior,18.49,350335,0.2386,266745,0.2942,78484,17,0.5466,0.8229,305.77,0.0579,0.5586,0.3922,0.5249,moderate 5480,South Africa,2020,urban,Education,Mid_Level,60.06,2983057,0.1715,2471403,0.5355,1323520,48,0.5965,0.8884,616.54,0.0876,0.6434,0.7141,0.73,high 5481,Nigeria,2024,capital,Administration,Junior,230.0,5216114,0.2,4173079,0.32,1335275,22,0.5999,0.7894,219.82,0.0494,0.4508,0.3964,0.5381,moderate 5482,Botswana,2018,rural,Infrastructure,Junior,2.38,116595,0.1783,95800,0.3897,37330,51,0.7236,0.7666,514.13,0.0721,0.7565,0.6931,0.6903,high 5483,Nigeria,2022,urban,Education,Mid_Level,218.92,4764804,0.2153,3738792,0.3152,1178648,25,0.6542,0.6845,216.52,0.0685,0.5381,0.351,0.5291,moderate 5484,Uganda,2021,capital,Agriculture,Junior,44.58,331357,0.2,265075,0.3382,89644,12,0.5516,0.702,194.2,0.0481,0.4373,0.4047,0.504,moderate 5485,Kenya,2022,capital,Administration,Junior,52.76,2016696,0.1205,1773761,0.4431,785942,27,0.5488,0.8797,574.64,0.0693,0.8025,0.7577,0.6861,high 5486,Senegal,2019,urban,ICT,Executive,15.76,337353,0.1839,275316,0.3964,109144,27,0.639,0.7377,1002.79,0.0651,0.4638,0.4336,0.571,moderate 5487,DRC,2022,rural,Social_Services,Director,98.59,557019,0.5304,261558,0.1236,32322,6,0.5471,0.6701,357.63,0.0577,0.328,0.1796,0.3146,critical 5488,Mozambique,2021,rural,Agriculture,Junior,30.47,291191,0.3561,187484,0.1642,30789,15,0.5369,0.6872,123.76,0.0575,0.3254,0.2362,0.3988,low 5489,Uganda,2020,capital,ICT,Mid_Level,43.2,316103,0.1928,255152,0.3147,80292,16,0.5173,0.7714,198.16,0.0577,0.4717,0.4582,0.5292,moderate 5490,Senegal,2020,urban,Justice,Junior,16.18,379347,0.1326,329026,0.3051,100388,21,0.6642,0.6994,220.62,0.0643,0.5589,0.3992,0.5463,moderate 5491,Tanzania,2021,urban,Education,Junior,61.31,978308,0.2166,766379,0.3066,234948,20,0.6058,0.6755,250.56,0.0612,0.4456,0.473,0.5157,moderate 5492,Tanzania,2024,remote,Agriculture,Senior,67.0,1090346,0.3768,679536,0.1892,128560,12,0.5712,0.6892,408.06,0.0695,0.4521,0.399,0.4216,low 5493,DRC,2018,rural,Health,Executive,86.92,493442,0.4195,286454,0.1363,39044,8,0.53,0.683,585.34,0.0674,0.287,0.1917,0.3495,critical 5494,Senegal,2022,rural,Education,Junior,17.07,368564,0.2432,278916,0.2388,66611,20,0.5407,0.7665,317.77,0.0523,0.5419,0.4263,0.5107,moderate 5495,Rwanda,2025,capital,Administration,Senior,14.34,482422,0.1056,431461,0.4709,203187,47,0.6072,0.7654,951.17,0.0905,0.6121,0.6382,0.6987,high 5496,Ghana,2020,urban,Administration,Executive,31.29,763908,0.2026,609105,0.3464,210993,29,0.533,0.7263,1041.21,0.0495,0.4427,0.371,0.5488,moderate 5497,Mozambique,2021,urban,Education,Junior,30.47,268211,0.2788,193440,0.1814,35095,13,0.5069,0.6097,110.48,0.0505,0.2587,0.2212,0.3976,low 5498,Ethiopia,2019,rural,Education,Junior,111.37,1199303,0.3746,750028,0.1635,122602,10,0.5055,0.6123,108.72,0.0501,0.3026,0.2259,0.3669,low 5499,Ethiopia,2023,capital,Education,Mid_Level,122.93,1656635,0.2431,1253933,0.2093,262495,10,0.5496,0.7127,122.96,0.0484,0.3152,0.1764,0.4226,low 5500,Rwanda,2024,urban,Social_Services,Junior,14.0,432177,0.1167,381726,0.3987,152192,49,0.7336,0.8709,381.91,0.0651,0.6406,0.5824,0.6959,high 5501,Uganda,2022,capital,Education,Junior,46.01,405183,0.2261,313581,0.3199,100305,17,0.6034,0.6919,285.84,0.0684,0.4813,0.462,0.5141,moderate 5502,Ghana,2023,rural,Infrastructure,Junior,33.3,787823,0.2687,576167,0.3085,177754,22,0.6112,0.7835,207.17,0.0631,0.4759,0.3637,0.5164,moderate 5503,DRC,2020,urban,Infrastructure,Junior,92.57,591948,0.4175,344794,0.1785,61546,8,0.5611,0.7017,126.63,0.0493,0.2818,0.1865,0.3623,low 5504,South Africa,2025,rural,Finance,Junior,62.5,3771075,0.2522,2819944,0.3282,925369,39,0.602,0.9333,521.62,0.0666,0.6604,0.6581,0.6383,moderate 5505,Botswana,2022,capital,Security,Junior,2.52,130022,0.1265,113569,0.5669,64382,41,0.5996,0.7793,576.41,0.0924,0.6998,0.7528,0.7247,high 5506,Mozambique,2025,rural,Education,Senior,33.89,310329,0.4499,170699,0.1306,22300,10,0.4786,0.6218,180.45,0.0573,0.3116,0.1893,0.3385,critical 5507,Senegal,2022,rural,Administration,Senior,17.07,348956,0.2135,274455,0.2252,61817,18,0.5367,0.8182,432.57,0.0695,0.4698,0.4574,0.5134,moderate 5508,DRC,2024,capital,Education,Mid_Level,105.0,597143,0.2882,425035,0.2065,87784,7,0.504,0.6314,128.51,0.0635,0.3329,0.2126,0.3963,low 5509,Kenya,2025,urban,Infrastructure,Senior,56.15,1796372,0.1423,1540815,0.4269,657700,27,0.5748,0.8725,948.81,0.0817,0.6817,0.7527,0.663,high 5510,DRC,2019,capital,Education,Junior,89.7,525205,0.2869,374543,0.1631,61098,6,0.4845,0.6552,84.12,0.0628,0.3184,0.2172,0.3859,low 5511,DRC,2022,rural,Agriculture,Junior,98.59,523127,0.4816,271196,0.1332,36127,7,0.4931,0.6125,88.76,0.0702,0.2845,0.2319,0.3239,critical 5512,Ghana,2025,urban,Finance,Junior,34.71,903788,0.1594,759725,0.3663,278272,21,0.562,0.6862,254.35,0.0502,0.5425,0.3872,0.5501,moderate 5513,Mozambique,2023,capital,Agriculture,Junior,32.13,329005,0.2481,247386,0.2255,55784,9,0.6006,0.6477,132.45,0.0542,0.3201,0.2352,0.4195,low 5514,Nigeria,2025,rural,Finance,Junior,235.75,4383870,0.3303,2935962,0.2244,658781,17,0.5295,0.7231,256.73,0.0647,0.4834,0.3818,0.461,low 5515,Rwanda,2024,capital,Agriculture,Mid_Level,14.0,414942,0.1114,368699,0.4302,158600,59,0.7156,0.9051,485.66,0.0698,0.7136,0.7731,0.7616,high 5516,Nigeria,2018,remote,Security,Senior,198.33,4353053,0.3184,2966971,0.1745,517622,20,0.6353,0.72,479.37,0.049,0.5108,0.4238,0.4655,low 5517,Ghana,2022,capital,Finance,Junior,32.62,826168,0.1514,701072,0.4611,323255,18,0.5595,0.8038,273.32,0.0522,0.5462,0.3737,0.585,moderate 5518,Mozambique,2022,rural,Health,Mid_Level,31.29,330148,0.4046,196557,0.1516,29805,10,0.4963,0.6173,102.99,0.0567,0.2775,0.2374,0.3558,low 5519,Botswana,2018,rural,Education,Mid_Level,2.38,101122,0.195,81401,0.334,27190,38,0.7422,0.8258,425.45,0.0735,0.6191,0.6083,0.6264,moderate 5520,South Africa,2020,capital,Health,Mid_Level,60.06,3361188,0.1643,2808885,0.4852,1362744,43,0.7505,0.9313,618.22,0.0684,0.7953,0.6043,0.7174,high 5521,Uganda,2018,urban,Education,Mid_Level,40.56,371598,0.2945,262156,0.2897,75939,12,0.5841,0.7158,216.83,0.0584,0.559,0.3547,0.4775,low 5522,Rwanda,2025,urban,Health,Mid_Level,14.34,452175,0.1281,394241,0.437,172292,37,0.6371,0.8129,514.14,0.0822,0.667,0.7678,0.6851,high 5523,DRC,2019,urban,Education,Mid_Level,89.7,544006,0.3896,332045,0.1445,47995,10,0.4679,0.6678,121.83,0.054,0.289,0.1993,0.3627,low 5524,Mozambique,2018,urban,Finance,Mid_Level,28.12,279781,0.3426,183921,0.2207,40595,13,0.6309,0.6277,105.82,0.0591,0.3163,0.2165,0.3995,low 5525,Ethiopia,2023,capital,Education,Junior,122.93,1446146,0.2647,1063279,0.252,267964,11,0.5144,0.6819,110.47,0.0488,0.3138,0.2231,0.4303,low 5526,Rwanda,2023,capital,Finance,Senior,13.67,357664,0.113,317230,0.4345,137821,40,0.6824,0.8455,795.21,0.0785,0.77,0.7709,0.7113,high 5527,Botswana,2024,urban,Education,Mid_Level,2.6,127314,0.1405,109427,0.4501,49252,50,0.6375,0.8556,573.64,0.0946,0.6026,0.6052,0.7015,high 5528,Nigeria,2018,rural,Health,Junior,198.33,3486421,0.3252,2352538,0.2105,495185,19,0.5173,0.7697,196.64,0.0536,0.5536,0.3227,0.4719,low 5529,Botswana,2018,rural,Education,Junior,2.38,91200,0.1687,75812,0.372,28204,54,0.6309,0.9347,366.62,0.0711,0.6244,0.7219,0.7107,high 5530,Ghana,2020,capital,Infrastructure,Junior,31.29,810241,0.1566,683365,0.3678,251342,31,0.5728,0.6762,262.37,0.0679,0.4989,0.4559,0.5772,moderate 5531,DRC,2018,urban,Security,Senior,86.92,455547,0.3761,284208,0.1783,50687,6,0.4686,0.651,172.72,0.0582,0.3331,0.1652,0.363,low 5532,Rwanda,2023,rural,Education,Mid_Level,13.67,420848,0.1305,365945,0.3372,123396,36,0.7038,0.7745,437.39,0.0771,0.6999,0.6586,0.6437,moderate 5533,Nigeria,2022,remote,Finance,Mid_Level,218.92,3838757,0.4262,2202538,0.1712,377178,21,0.6682,0.7886,235.78,0.0588,0.4469,0.421,0.4438,low 5534,DRC,2022,rural,Education,Mid_Level,98.59,555781,0.4698,294649,0.1074,31637,9,0.4839,0.6613,143.43,0.0622,0.3094,0.2304,0.3351,critical 5535,Nigeria,2025,capital,Finance,Junior,235.75,4106469,0.1893,3328912,0.3815,1270135,24,0.6536,0.678,234.25,0.0708,0.508,0.4768,0.5582,moderate 5536,Tanzania,2020,urban,Finance,Senior,59.53,1004027,0.193,810214,0.3344,270926,16,0.5484,0.8071,341.77,0.0611,0.4352,0.4721,0.5371,moderate 5537,Tanzania,2023,remote,Social_Services,Senior,65.05,1042704,0.3282,700456,0.1436,100566,18,0.6504,0.733,340.8,0.0549,0.5113,0.4647,0.4564,low 5538,Nigeria,2022,rural,Education,Junior,218.92,4032957,0.2516,3018203,0.2642,797301,22,0.523,0.7557,268.77,0.0688,0.4461,0.3381,0.4999,low 5539,Ghana,2020,capital,Health,Senior,31.29,897975,0.1699,745387,0.4524,337218,25,0.6224,0.8026,461.83,0.0558,0.5446,0.3226,0.5902,moderate 5540,Botswana,2018,capital,Infrastructure,Junior,2.38,118901,0.1139,105361,0.561,59111,52,0.7517,0.8932,447.11,0.074,0.658,0.7255,0.7641,high 5541,Ethiopia,2021,capital,Infrastructure,Junior,117.0,1436467,0.2828,1030242,0.2235,230301,12,0.5382,0.6542,135.42,0.0633,0.2586,0.1994,0.4091,low 5542,Mozambique,2025,remote,Health,Junior,33.89,316041,0.5599,139102,0.1232,17133,11,0.5759,0.6067,131.51,0.0492,0.262,0.1915,0.3047,critical 5543,Tanzania,2024,capital,Education,Mid_Level,67.0,1136027,0.1413,975504,0.3391,330807,13,0.5214,0.8099,264.0,0.0656,0.4488,0.4397,0.5423,moderate 5544,Tanzania,2019,remote,Security,Mid_Level,57.79,952983,0.321,647090,0.1448,93699,16,0.4833,0.6759,202.13,0.0642,0.46,0.464,0.4397,low 5545,Botswana,2022,urban,Finance,Junior,2.52,103689,0.1219,91050,0.451,41063,42,0.6443,0.7723,532.52,0.0892,0.6351,0.6399,0.6806,high 5546,Kenya,2025,rural,Education,Junior,56.15,1799826,0.1864,1464316,0.3526,516320,29,0.6424,0.8857,390.27,0.0669,0.6136,0.6371,0.622,moderate 5547,Botswana,2020,urban,ICT,Junior,2.45,104576,0.1381,90133,0.5979,53892,48,0.7479,0.8038,406.21,0.0959,0.7978,0.6095,0.7462,high 5548,DRC,2024,urban,Health,Mid_Level,105.0,637264,0.2956,448911,0.1612,72369,8,0.5152,0.5907,151.44,0.0703,0.3348,0.2158,0.3801,low 5549,Ghana,2025,remote,Infrastructure,Mid_Level,34.71,898504,0.274,652289,0.186,121315,31,0.6224,0.6879,316.84,0.0674,0.522,0.4786,0.5087,moderate 5550,Tanzania,2024,capital,Security,Junior,67.0,1305337,0.1598,1096750,0.3208,351789,21,0.5194,0.8166,194.03,0.0486,0.4288,0.4496,0.5531,moderate 5551,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4857098,0.1804,3981078,0.2966,1180753,23,0.6658,0.7809,219.72,0.0682,0.458,0.3902,0.5385,moderate 5552,Rwanda,2024,urban,Social_Services,Mid_Level,14.0,465564,0.0965,420614,0.4808,202224,54,0.6976,0.8386,625.19,0.0711,0.6151,0.6542,0.7338,high 5553,Botswana,2025,remote,Administration,Senior,2.64,104816,0.2202,81738,0.301,24606,44,0.7454,0.932,962.58,0.0647,0.6025,0.5339,0.6337,moderate 5554,Botswana,2020,rural,Agriculture,Mid_Level,2.45,117999,0.1517,100104,0.4406,44106,38,0.627,0.9099,586.45,0.0689,0.608,0.6901,0.6835,high 5555,Botswana,2023,rural,Health,Senior,2.56,109649,0.1587,92245,0.4007,36959,54,0.6974,0.7661,816.62,0.0817,0.799,0.6573,0.706,high 5556,Ghana,2023,remote,Education,Junior,33.3,894759,0.322,606689,0.234,141959,20,0.5678,0.6823,281.92,0.0526,0.5081,0.4007,0.4712,low 5557,Kenya,2021,capital,Agriculture,Mid_Level,51.68,1668774,0.1278,1455538,0.5479,797549,44,0.7548,0.8928,590.21,0.0868,0.681,0.5689,0.724,high 5558,Ethiopia,2024,rural,Social_Services,Director,126.0,1463700,0.4879,749633,0.1393,104431,8,0.5268,0.7071,385.08,0.0603,0.3075,0.196,0.3393,critical 5559,Nigeria,2025,remote,Education,Junior,235.75,4111303,0.4351,2322469,0.1923,446607,16,0.5983,0.7364,262.63,0.0624,0.5273,0.3653,0.429,low 5560,Mozambique,2025,remote,Health,Mid_Level,33.89,342996,0.4814,177878,0.1,17787,12,0.587,0.5869,114.52,0.0629,0.2684,0.2391,0.3234,critical 5561,Tanzania,2023,rural,Finance,Junior,65.05,1312254,0.2172,1027293,0.2427,249325,14,0.5925,0.7483,243.07,0.072,0.5746,0.3287,0.494,low 5562,Uganda,2025,capital,Agriculture,Senior,50.57,382898,0.2594,283581,0.3095,87758,14,0.6146,0.7775,441.47,0.0498,0.4561,0.416,0.5014,moderate 5563,Uganda,2024,rural,Finance,Senior,49.0,437445,0.3734,274118,0.179,49060,15,0.5287,0.7287,463.56,0.0716,0.5315,0.3702,0.4384,low 5564,Senegal,2020,capital,Health,Junior,16.18,374807,0.1262,327517,0.3358,109987,28,0.6513,0.7654,257.1,0.071,0.5173,0.3258,0.5715,moderate 5565,South Africa,2022,urban,ICT,Mid_Level,61.02,3508637,0.1928,2832249,0.4284,1213476,51,0.7081,0.906,542.29,0.0784,0.6525,0.5689,0.6945,high 5566,Botswana,2023,capital,Education,Mid_Level,2.56,105580,0.1142,93519,0.552,51623,38,0.6942,0.8062,409.15,0.0694,0.6376,0.5233,0.6915,high 5567,Ghana,2023,rural,Health,Mid_Level,33.3,916183,0.238,698115,0.322,224785,19,0.5957,0.754,262.86,0.0604,0.5094,0.4656,0.5291,moderate 5568,Rwanda,2020,rural,Education,Junior,12.73,386295,0.156,326024,0.3777,123131,56,0.7651,0.8377,421.05,0.0867,0.6735,0.7474,0.7132,high 5569,Tanzania,2024,capital,Health,Mid_Level,67.0,1106259,0.1577,931848,0.327,304708,21,0.5254,0.8178,265.89,0.0664,0.4487,0.344,0.5468,moderate 5570,Tanzania,2020,remote,Social_Services,Junior,59.53,1044594,0.33,699907,0.1592,111398,22,0.6196,0.7397,176.17,0.0494,0.5072,0.4409,0.4681,low 5571,Rwanda,2022,rural,Justice,Senior,13.35,413658,0.1649,345451,0.3196,110404,39,0.7151,0.8157,628.52,0.0818,0.7129,0.5396,0.6338,moderate 5572,Uganda,2022,capital,Health,Director,46.01,345059,0.2315,265174,0.2679,71036,19,0.4923,0.6764,589.65,0.0509,0.4542,0.366,0.4901,low 5573,Senegal,2021,remote,Finance,Senior,16.62,416104,0.3072,288296,0.2123,61217,25,0.5306,0.7006,324.21,0.0642,0.4878,0.4004,0.4827,low 5574,South Africa,2024,capital,Social_Services,Mid_Level,62.0,3376188,0.1387,2908070,0.4857,1412472,41,0.7322,0.8935,589.91,0.0748,0.727,0.667,0.7127,high 5575,Mozambique,2018,rural,Health,Mid_Level,28.12,314066,0.4436,174761,0.1364,23835,12,0.5885,0.6683,84.99,0.0606,0.3013,0.2248,0.3561,low 5576,Ghana,2024,rural,Health,Mid_Level,34.0,948442,0.2076,751507,0.31,232984,18,0.6515,0.8198,322.6,0.0562,0.553,0.3749,0.5364,moderate 5577,Senegal,2018,urban,Social_Services,Junior,15.34,331528,0.1687,275610,0.3853,106199,18,0.505,0.7054,266.84,0.0628,0.479,0.4028,0.5432,moderate 5578,Uganda,2020,capital,Health,Mid_Level,43.2,390140,0.234,298845,0.302,90239,17,0.5757,0.6832,231.41,0.0485,0.5629,0.4768,0.5159,moderate 5579,Senegal,2019,urban,Health,Junior,15.76,303729,0.1299,264288,0.3682,97305,21,0.6182,0.8205,309.37,0.0489,0.4863,0.4697,0.5808,moderate 5580,Ethiopia,2025,rural,Education,Junior,129.15,1448526,0.3786,900043,0.1484,133581,11,0.5773,0.6591,151.72,0.0663,0.2928,0.2259,0.3707,low 5581,Mozambique,2019,urban,Health,Director,28.88,269430,0.2422,204161,0.2142,43731,15,0.617,0.627,389.59,0.0546,0.2757,0.1761,0.4197,low 5582,Nigeria,2018,rural,Security,Mid_Level,198.33,4005416,0.317,2735802,0.2667,729709,17,0.5639,0.8104,215.71,0.0491,0.4749,0.4262,0.4916,low 5583,Uganda,2018,capital,Finance,Junior,40.56,365615,0.2429,276824,0.335,92722,14,0.5698,0.7597,199.12,0.0484,0.4653,0.3282,0.5013,moderate 5584,Senegal,2023,rural,Education,Junior,17.53,345045,0.2168,270236,0.2516,67989,27,0.6823,0.8174,272.93,0.0684,0.5461,0.3677,0.5402,moderate 5585,South Africa,2022,urban,Agriculture,Junior,61.02,2990917,0.1912,2419019,0.4436,1073190,34,0.6962,0.9176,630.61,0.0945,0.6254,0.6603,0.6643,high 5586,Mozambique,2019,rural,Security,Executive,28.88,329475,0.3959,199026,0.1393,27732,10,0.5476,0.6003,444.71,0.0512,0.2606,0.2369,0.3506,low 5587,Mozambique,2020,rural,Security,Mid_Level,29.66,332191,0.4469,183730,0.1344,24694,11,0.4951,0.706,88.33,0.0674,0.3298,0.2303,0.3613,low 5588,Botswana,2023,urban,Agriculture,Junior,2.56,104049,0.1407,89405,0.5351,47843,56,0.6735,0.813,503.11,0.0665,0.7509,0.5634,0.742,high 5589,DRC,2022,capital,Finance,Mid_Level,98.59,596901,0.3808,369585,0.1892,69923,8,0.5565,0.6811,152.74,0.0515,0.3193,0.161,0.3723,low 5590,Tanzania,2018,rural,Infrastructure,Senior,56.11,972934,0.2273,751764,0.2336,175641,18,0.5374,0.7449,385.89,0.0529,0.5351,0.4172,0.5035,moderate 5591,Tanzania,2018,urban,Education,Senior,56.11,995036,0.1698,826102,0.3233,267098,15,0.6372,0.6803,292.03,0.0718,0.5672,0.3298,0.5176,moderate 5592,Rwanda,2021,remote,Education,Senior,13.04,393640,0.2022,314064,0.2644,83027,59,0.7016,0.9324,702.99,0.0652,0.7563,0.5766,0.6862,high 5593,Tanzania,2018,rural,Justice,Mid_Level,56.11,932827,0.2333,715154,0.2114,151215,20,0.5033,0.8042,319.45,0.0692,0.4885,0.4043,0.5044,moderate 5594,Rwanda,2022,urban,Social_Services,Senior,13.35,377820,0.0912,343365,0.4697,161292,36,0.6783,0.8862,827.12,0.0723,0.7509,0.5961,0.7023,high 5595,Tanzania,2021,rural,Education,Senior,61.31,1046061,0.302,730129,0.2536,185147,16,0.4881,0.7131,435.8,0.0503,0.5563,0.4158,0.4821,low 5596,Ethiopia,2024,rural,Justice,Junior,126.0,1620379,0.4499,891448,0.1649,146984,12,0.5528,0.6592,121.28,0.0659,0.3388,0.2079,0.3623,low 5597,Uganda,2020,urban,Administration,Junior,43.2,387722,0.3058,269148,0.2642,71096,18,0.6147,0.8173,251.28,0.0652,0.478,0.3812,0.4931,low 5598,Kenya,2019,urban,Health,Director,49.57,1647301,0.1416,1414030,0.5026,710675,33,0.5508,0.8288,1610.34,0.0947,0.7383,0.6967,0.6906,high 5599,Botswana,2021,urban,Infrastructure,Junior,2.49,122529,0.1466,104568,0.5855,61219,39,0.5972,0.9309,397.1,0.0759,0.6056,0.5746,0.7149,high 5600,Botswana,2021,capital,Agriculture,Junior,2.49,109568,0.1238,96007,0.5579,53563,33,0.6668,0.8835,504.15,0.0642,0.7942,0.5991,0.7129,high 5601,DRC,2020,capital,Security,Mid_Level,92.57,620151,0.336,411750,0.1677,69036,9,0.5022,0.7015,91.65,0.0582,0.3432,0.2205,0.392,low 5602,Botswana,2020,rural,Health,Junior,2.45,107091,0.1988,85800,0.3917,33609,34,0.6508,0.9184,522.27,0.0731,0.7994,0.7647,0.6774,high 5603,Ghana,2021,rural,Education,Junior,31.94,787024,0.2774,568680,0.3023,171912,32,0.6823,0.7929,301.91,0.0491,0.532,0.3325,0.5416,moderate 5604,Rwanda,2021,urban,Justice,Director,13.04,352701,0.1267,308019,0.4911,151259,53,0.7631,0.8022,921.3,0.0709,0.6692,0.6316,0.724,high 5605,DRC,2018,rural,Infrastructure,Mid_Level,86.92,456610,0.4801,237404,0.1335,31690,9,0.5684,0.6638,150.57,0.0506,0.2587,0.2182,0.3331,critical 5606,Senegal,2020,capital,Administration,Junior,16.18,386904,0.1384,333354,0.3702,123410,20,0.5538,0.6912,281.43,0.0604,0.4846,0.4053,0.5506,moderate 5607,Nigeria,2021,capital,Health,Senior,213.58,4546572,0.1754,3749154,0.3192,1196641,20,0.6065,0.7628,324.2,0.0656,0.4568,0.402,0.5362,moderate 5608,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,329189,0.1018,295673,0.4672,138145,58,0.679,0.8994,639.4,0.0847,0.7501,0.7285,0.7691,high 5609,Tanzania,2024,capital,Education,Mid_Level,67.0,1146289,0.1563,967074,0.3778,365348,20,0.5318,0.7112,269.87,0.0592,0.4712,0.4536,0.5545,moderate 5610,Ghana,2025,urban,Security,Junior,34.71,986237,0.1731,815476,0.3512,286404,23,0.5597,0.7514,189.0,0.0628,0.5411,0.3621,0.555,moderate 5611,Ghana,2020,urban,Infrastructure,Junior,31.29,794529,0.1916,642330,0.4403,282838,31,0.5899,0.775,284.92,0.068,0.4379,0.3407,0.5838,moderate 5612,Senegal,2020,urban,Justice,Senior,16.18,352516,0.1604,295965,0.354,104764,15,0.5428,0.6887,292.47,0.0644,0.5066,0.3897,0.5288,moderate 5613,Ghana,2024,rural,Education,Mid_Level,34.0,795743,0.2027,634485,0.3183,201925,30,0.6288,0.6894,238.81,0.0618,0.4749,0.3508,0.5399,moderate 5614,Senegal,2022,remote,Education,Senior,17.07,361919,0.2464,272752,0.213,58093,16,0.6087,0.7464,280.35,0.0642,0.4805,0.4411,0.4858,low 5615,Senegal,2022,rural,Health,Mid_Level,17.07,375456,0.2467,282834,0.2835,80187,21,0.5447,0.741,283.78,0.0498,0.5716,0.422,0.5222,moderate 5616,Mozambique,2021,rural,Administration,Junior,30.47,279647,0.4098,165046,0.1248,20593,11,0.4964,0.6828,145.84,0.0673,0.2642,0.1714,0.3522,low 5617,Tanzania,2025,rural,Education,Mid_Level,69.01,1327689,0.2823,952886,0.2151,204940,19,0.5048,0.8121,295.12,0.0691,0.4641,0.358,0.4847,low 5618,Botswana,2022,urban,Education,Senior,2.52,99452,0.1021,89294,0.5801,51796,37,0.7212,0.8598,796.42,0.0647,0.6877,0.7576,0.7355,high 5619,DRC,2023,urban,Health,Junior,101.74,664351,0.3591,425755,0.1643,69972,9,0.5288,0.643,88.6,0.0669,0.295,0.2353,0.3733,low 5620,DRC,2019,capital,Health,Mid_Level,89.7,544411,0.2922,385311,0.1709,65836,7,0.5095,0.6249,115.41,0.0683,0.3028,0.2221,0.3834,low 5621,Nigeria,2022,urban,ICT,Junior,218.92,4969134,0.2642,3656042,0.2988,1092251,15,0.5252,0.7661,239.45,0.0684,0.5721,0.3909,0.5073,moderate 5622,Ethiopia,2018,remote,Finance,Mid_Level,108.65,1353378,0.5802,568101,0.1193,67782,7,0.5474,0.6434,123.0,0.0546,0.2554,0.1705,0.2914,critical 5623,Ethiopia,2022,rural,Health,Junior,119.93,1494781,0.4076,885528,0.1695,150129,12,0.5194,0.6881,101.09,0.0619,0.3337,0.2302,0.3801,low 5624,DRC,2021,remote,Finance,Mid_Level,95.53,578668,0.6,231467,0.1,23146,9,0.5052,0.599,110.01,0.0499,0.2574,0.1899,0.2821,critical 5625,Botswana,2021,remote,Education,Senior,2.49,116030,0.207,92008,0.2489,22901,54,0.7412,0.8019,649.71,0.0878,0.7667,0.7089,0.6633,high 5626,Ghana,2019,capital,Finance,Mid_Level,30.64,775374,0.1633,648776,0.4464,289605,26,0.5563,0.6809,247.0,0.0525,0.4864,0.3566,0.5722,moderate 5627,Tanzania,2021,capital,Education,Junior,61.31,1135182,0.189,920678,0.3399,312937,23,0.5789,0.7026,298.74,0.0589,0.482,0.4061,0.5394,moderate 5628,DRC,2019,remote,Social_Services,Director,89.7,534182,0.5596,235262,0.1,23526,8,0.4898,0.6245,212.63,0.0711,0.3309,0.2173,0.3036,critical 5629,South Africa,2024,rural,Education,Mid_Level,62.0,3224972,0.1864,2623983,0.3722,976776,31,0.6373,0.8923,380.34,0.0696,0.7779,0.7088,0.6565,high 5630,Botswana,2024,capital,Security,Junior,2.6,114076,0.0915,103643,0.5462,56606,57,0.7707,0.7714,580.19,0.0764,0.6561,0.5699,0.7445,high 5631,Nigeria,2021,urban,Administration,Mid_Level,213.58,4800317,0.1832,3921121,0.2847,1116416,21,0.6043,0.7827,259.95,0.0488,0.5282,0.4527,0.5434,moderate 5632,Mozambique,2023,remote,Finance,Junior,32.13,359656,0.5308,168758,0.1092,18429,9,0.4829,0.6101,95.08,0.0677,0.2951,0.1833,0.3065,critical 5633,Rwanda,2020,capital,Infrastructure,Junior,12.73,427722,0.0835,392019,0.5579,218711,44,0.7727,0.8824,628.12,0.0929,0.6974,0.6315,0.7439,high 5634,Ghana,2019,urban,Education,Junior,30.64,692135,0.1592,581947,0.4207,244832,29,0.6828,0.702,317.86,0.054,0.4541,0.3412,0.5727,moderate 5635,DRC,2019,urban,ICT,Mid_Level,89.7,543660,0.338,359889,0.1695,60993,7,0.5905,0.6201,97.65,0.0546,0.3224,0.2044,0.371,low 5636,Kenya,2023,urban,Finance,Junior,53.87,2058573,0.1271,1796885,0.3794,681813,30,0.5561,0.8599,499.91,0.0793,0.6478,0.5465,0.6365,moderate 5637,Senegal,2018,urban,Security,Junior,15.34,287624,0.1381,247909,0.3527,87448,19,0.5662,0.7209,278.0,0.0553,0.4559,0.4422,0.5491,moderate 5638,Ethiopia,2025,rural,Health,Senior,129.15,1516656,0.4524,830559,0.164,136208,10,0.5186,0.612,167.61,0.0519,0.3155,0.167,0.343,critical 5639,Ghana,2023,rural,Agriculture,Senior,33.3,793565,0.24,603124,0.2802,169011,27,0.6026,0.6839,378.37,0.0487,0.4905,0.3252,0.5117,moderate 5640,Rwanda,2021,urban,Infrastructure,Mid_Level,13.04,425624,0.1271,371522,0.427,158627,62,0.7201,0.7929,530.56,0.0765,0.6623,0.6822,0.7333,high 5641,Ethiopia,2023,urban,Education,Senior,122.93,1540234,0.3314,1029857,0.2477,255055,12,0.4734,0.6181,213.55,0.0504,0.2575,0.1864,0.3962,low 5642,Ethiopia,2024,urban,Education,Junior,126.0,1535046,0.2963,1080205,0.2285,246869,11,0.463,0.6272,123.33,0.0642,0.2824,0.1979,0.4027,low 5643,Botswana,2018,capital,Social_Services,Mid_Level,2.38,105810,0.1092,94256,0.6543,61673,42,0.62,0.7813,591.08,0.0942,0.7901,0.5641,0.7439,high 5644,Rwanda,2023,urban,Finance,Senior,13.67,459248,0.0923,416871,0.3934,164006,40,0.7213,0.9208,831.2,0.0646,0.7165,0.6292,0.698,high 5645,Rwanda,2024,rural,Education,Junior,14.0,384218,0.1456,328264,0.2939,96460,52,0.7035,0.8603,601.52,0.0796,0.7603,0.7632,0.6985,high 5646,DRC,2018,capital,Education,Mid_Level,86.92,542853,0.3332,361998,0.1894,68546,7,0.4948,0.6091,151.64,0.054,0.2857,0.2177,0.3733,low 5647,Uganda,2024,urban,Infrastructure,Director,49.0,387588,0.3131,266246,0.3151,83906,11,0.5695,0.8195,603.99,0.0571,0.4812,0.4419,0.4933,low 5648,Ghana,2023,urban,Agriculture,Mid_Level,33.3,780533,0.1444,667788,0.3277,218824,24,0.6293,0.8133,300.89,0.0563,0.5059,0.3919,0.5676,moderate 5649,Kenya,2019,capital,Social_Services,Junior,49.57,1511233,0.1093,1346123,0.4784,644016,25,0.5713,0.9061,461.02,0.083,0.7969,0.7029,0.6907,high 5650,DRC,2023,remote,Health,Director,101.74,546788,0.4885,279674,0.1,27967,9,0.506,0.5968,213.43,0.0574,0.3436,0.2143,0.3207,critical 5651,Mozambique,2022,urban,ICT,Junior,31.29,269203,0.2648,197923,0.1953,38657,14,0.5913,0.6364,130.82,0.0654,0.2718,0.1871,0.409,low 5652,Rwanda,2019,rural,Administration,Senior,12.43,383355,0.1357,331347,0.3368,111598,61,0.7845,0.9066,564.55,0.081,0.7659,0.658,0.7312,high 5653,Nigeria,2020,urban,Health,Senior,208.37,4412946,0.2612,3260285,0.2966,967048,16,0.5714,0.6889,402.49,0.0558,0.4503,0.3745,0.4847,low 5654,Uganda,2025,rural,Security,Senior,50.57,444707,0.3717,279418,0.1973,55122,11,0.5888,0.7114,298.62,0.0704,0.5248,0.4147,0.4346,low 5655,Mozambique,2023,urban,Administration,Mid_Level,32.13,325535,0.2693,237863,0.2264,53862,11,0.4682,0.7017,113.97,0.0621,0.2789,0.1626,0.4162,low 5656,South Africa,2018,capital,Social_Services,Executive,59.11,2767109,0.1608,2322203,0.6107,1418113,35,0.722,0.8443,1815.41,0.0901,0.6164,0.6469,0.7029,high 5657,Ghana,2019,urban,Infrastructure,Mid_Level,30.64,683784,0.2019,545711,0.4334,236485,30,0.6338,0.7761,310.99,0.0506,0.531,0.411,0.5935,moderate 5658,Uganda,2023,capital,Education,Director,47.48,333503,0.2809,239838,0.3199,76714,12,0.5799,0.8099,513.12,0.0646,0.5692,0.3604,0.5042,moderate 5659,Senegal,2025,capital,Security,Junior,18.49,410225,0.1183,361675,0.4389,158751,26,0.6695,0.8138,283.04,0.055,0.575,0.376,0.6123,moderate 5660,Uganda,2024,rural,Security,Mid_Level,49.0,333220,0.3706,209741,0.1757,36849,19,0.526,0.8023,293.66,0.0641,0.5114,0.3885,0.4591,low 5661,DRC,2024,urban,Justice,Junior,105.0,690264,0.3989,414925,0.178,73844,7,0.56,0.6513,103.38,0.0593,0.291,0.1729,0.3564,low 5662,Nigeria,2018,rural,Justice,Junior,198.33,4557914,0.2664,3343893,0.2479,828795,23,0.6311,0.7345,303.55,0.0659,0.4634,0.4381,0.5032,moderate 5663,DRC,2020,urban,Education,Junior,92.57,474408,0.3259,319804,0.1741,55677,7,0.549,0.6701,154.48,0.0582,0.3083,0.2174,0.3826,low 5664,Uganda,2023,urban,Social_Services,Mid_Level,47.48,399092,0.2469,300564,0.2992,89924,15,0.6179,0.6986,233.43,0.0648,0.5612,0.4586,0.5073,moderate 5665,DRC,2022,rural,Finance,Junior,98.59,589255,0.5673,254964,0.1155,29438,8,0.6027,0.5982,87.74,0.0629,0.2863,0.2132,0.2967,critical 5666,Mozambique,2021,rural,ICT,Mid_Level,30.47,320923,0.4603,173204,0.1396,24180,8,0.5645,0.6685,109.54,0.0656,0.3238,0.1784,0.3403,critical 5667,Rwanda,2019,rural,Finance,Junior,12.43,329594,0.1156,291498,0.2937,85607,55,0.8145,0.9002,494.37,0.0862,0.719,0.5803,0.697,high 5668,Ghana,2021,urban,Education,Director,31.94,745498,0.194,600865,0.3652,219411,24,0.6328,0.7892,525.35,0.0612,0.5208,0.3256,0.5558,moderate 5669,Mozambique,2024,rural,Security,Junior,33.0,329269,0.3946,199351,0.1374,27383,13,0.4757,0.6508,88.29,0.0585,0.3353,0.196,0.3689,low 5670,Kenya,2025,rural,Administration,Senior,56.15,2175740,0.1678,1810732,0.351,635528,31,0.6891,0.8447,528.76,0.0932,0.7413,0.6985,0.644,moderate 5671,Ghana,2025,remote,Justice,Mid_Level,34.71,784120,0.3261,528431,0.2101,111023,25,0.6277,0.7888,214.1,0.0556,0.4611,0.4408,0.492,low 5672,Rwanda,2021,urban,Infrastructure,Senior,13.04,400802,0.1287,349203,0.4754,166019,50,0.608,0.837,676.01,0.0826,0.6683,0.6004,0.7141,high 5673,Senegal,2025,urban,Social_Services,Senior,18.49,385279,0.1542,325852,0.3775,123001,20,0.5002,0.7505,381.97,0.056,0.433,0.3901,0.5507,moderate 5674,DRC,2025,remote,Social_Services,Junior,108.36,588403,0.6,235361,0.1,23536,6,0.5123,0.6633,127.83,0.0635,0.3405,0.1724,0.2908,critical 5675,DRC,2025,urban,Infrastructure,Mid_Level,108.36,688723,0.3385,455569,0.1459,66488,9,0.4846,0.6162,89.7,0.0602,0.3095,0.2017,0.3679,low 5676,South Africa,2018,rural,Health,Executive,59.11,3013767,0.2344,2307337,0.3804,877744,40,0.7277,0.8979,2096.15,0.0645,0.7292,0.7252,0.6666,high 5677,Uganda,2024,urban,Education,Junior,49.0,376323,0.2909,266847,0.2915,77790,15,0.6047,0.747,255.14,0.0688,0.5001,0.3679,0.4865,low 5678,Kenya,2021,capital,Education,Mid_Level,51.68,1546204,0.1109,1374707,0.5003,687776,28,0.7034,0.8717,538.72,0.0811,0.7559,0.7008,0.6938,high 5679,Tanzania,2024,urban,Finance,Mid_Level,67.0,1153663,0.1792,946967,0.2634,249425,16,0.5566,0.7953,277.85,0.0562,0.5355,0.3448,0.5184,moderate 5680,Rwanda,2020,urban,Health,Senior,12.73,373694,0.0996,336475,0.4957,166784,50,0.7808,0.8807,927.52,0.0871,0.7589,0.6318,0.7452,high 5681,Uganda,2018,urban,Infrastructure,Junior,40.56,298200,0.2559,221890,0.2684,59551,16,0.5288,0.6854,224.96,0.0533,0.5178,0.3803,0.4857,low 5682,Rwanda,2022,urban,Agriculture,Junior,13.35,411874,0.0886,375395,0.4988,187245,62,0.755,0.7691,442.03,0.0674,0.6099,0.6863,0.7526,high 5683,Mozambique,2023,rural,Health,Junior,32.13,302145,0.37,190352,0.1323,25187,14,0.4771,0.6478,152.33,0.0717,0.2842,0.2104,0.3722,low 5684,Botswana,2024,capital,Infrastructure,Director,2.6,130821,0.1293,113910,0.5947,67744,48,0.6364,0.9026,1452.07,0.0778,0.775,0.5837,0.7576,high 5685,South Africa,2024,urban,Health,Junior,62.0,3470132,0.1863,2823568,0.4755,1342467,33,0.5702,0.9312,467.88,0.077,0.6303,0.6177,0.6693,high 5686,Senegal,2025,urban,Security,Director,18.49,458483,0.1867,372902,0.3951,147330,23,0.6572,0.794,809.39,0.0691,0.5057,0.3204,0.5613,moderate 5687,Uganda,2025,urban,Administration,Junior,50.57,422725,0.3109,291283,0.2466,71828,13,0.6141,0.7494,273.78,0.061,0.4952,0.3774,0.4661,low 5688,Uganda,2025,rural,ICT,Senior,50.57,349199,0.4127,205076,0.1753,35955,18,0.5754,0.7201,412.49,0.0697,0.5737,0.3557,0.4366,low 5689,Tanzania,2023,capital,Health,Junior,65.05,1264980,0.1494,1075974,0.3591,386354,22,0.6294,0.7153,306.75,0.0671,0.5155,0.4756,0.5638,moderate 5690,Nigeria,2019,capital,Education,Junior,203.29,3665293,0.204,2917411,0.3175,926329,21,0.5181,0.7343,244.66,0.0518,0.5698,0.3355,0.5315,moderate 5691,Botswana,2019,urban,Social_Services,Mid_Level,2.41,103942,0.1247,90980,0.584,53127,43,0.6183,0.8004,602.56,0.072,0.7072,0.7014,0.7332,high 5692,DRC,2019,capital,ICT,Senior,89.7,610306,0.3285,409815,0.1651,67664,8,0.5739,0.6627,177.26,0.0614,0.2751,0.1911,0.3752,low 5693,South Africa,2021,rural,Infrastructure,Junior,60.54,3644203,0.2016,2909708,0.3935,1144837,28,0.5922,0.7979,494.15,0.0798,0.677,0.5342,0.6088,moderate 5694,Botswana,2019,capital,Finance,Junior,2.41,98885,0.1168,87330,0.5707,49842,37,0.5658,0.7858,371.06,0.0654,0.6153,0.6083,0.6962,high 5695,Mozambique,2022,rural,Administration,Director,31.29,283180,0.4404,158473,0.1468,23256,13,0.6002,0.6373,286.44,0.0661,0.3291,0.1951,0.3571,low 5696,South Africa,2019,rural,Justice,Senior,59.58,3053910,0.199,2446094,0.36,880690,34,0.6007,0.8814,670.39,0.0897,0.6775,0.5642,0.6316,moderate 5697,Nigeria,2021,urban,Education,Junior,213.58,3937996,0.2479,2961893,0.3562,1054998,19,0.5396,0.7686,274.02,0.0612,0.5381,0.3873,0.5324,moderate 5698,Rwanda,2023,urban,Education,Junior,13.67,371929,0.1076,331907,0.4204,139534,63,0.7208,0.7914,629.85,0.0909,0.6478,0.6937,0.7386,high 5699,Nigeria,2023,urban,Agriculture,Senior,224.39,4474785,0.2211,3485380,0.3538,1233222,25,0.6761,0.7675,385.25,0.063,0.4336,0.4624,0.5504,moderate 5700,South Africa,2018,capital,Health,Mid_Level,59.11,2926234,0.1465,2497669,0.4992,1246896,50,0.804,0.8398,595.01,0.0721,0.7312,0.5545,0.7177,high 5701,Tanzania,2024,urban,Security,Mid_Level,67.0,1307894,0.1883,1061570,0.3175,337029,19,0.524,0.703,281.47,0.0536,0.519,0.4737,0.5345,moderate 5702,Nigeria,2020,remote,Infrastructure,Mid_Level,208.37,3877453,0.4389,2175822,0.1914,416465,22,0.6508,0.6916,190.08,0.05,0.5573,0.4643,0.449,low 5703,Senegal,2021,rural,Social_Services,Junior,16.62,339623,0.2564,252545,0.2324,58685,22,0.6037,0.7314,248.8,0.0674,0.533,0.4473,0.5067,moderate 5704,Ghana,2020,urban,Education,Mid_Level,31.29,702749,0.2135,552711,0.422,233261,32,0.5799,0.7721,311.08,0.0586,0.4977,0.3265,0.5804,moderate 5705,Senegal,2025,rural,ICT,Junior,18.49,439935,0.1908,355988,0.2293,81616,27,0.5402,0.7758,237.38,0.0703,0.5024,0.4225,0.536,moderate 5706,Ghana,2024,urban,Administration,Junior,34.0,755376,0.192,610333,0.3775,230389,22,0.6332,0.7901,305.46,0.0522,0.5467,0.4279,0.5673,moderate 5707,Nigeria,2024,rural,Administration,Senior,230.0,5195208,0.3178,3544335,0.2337,828265,18,0.5559,0.7768,337.9,0.0483,0.4398,0.4473,0.4792,low 5708,Nigeria,2025,capital,Education,Mid_Level,235.75,5093367,0.2158,3994210,0.4128,1648946,21,0.5701,0.8114,219.61,0.0531,0.4657,0.3696,0.557,moderate 5709,Ghana,2021,urban,Social_Services,Executive,31.94,909994,0.1931,734252,0.4082,299697,18,0.5698,0.7653,1248.45,0.0501,0.5018,0.3891,0.5526,moderate 5710,Botswana,2019,remote,Administration,Junior,2.41,100341,0.216,78666,0.2669,20995,49,0.7587,0.8362,637.38,0.0688,0.6378,0.708,0.6452,moderate 5711,Botswana,2022,urban,Infrastructure,Senior,2.52,109524,0.1039,98149,0.5573,54693,45,0.703,0.805,880.25,0.066,0.6365,0.5221,0.7124,high 5712,Nigeria,2023,rural,Infrastructure,Junior,224.39,3879584,0.2751,2812185,0.2318,651821,19,0.6213,0.8165,295.52,0.0564,0.4279,0.4759,0.4995,low 5713,Ethiopia,2023,urban,Administration,Junior,122.93,1405856,0.3149,963218,0.2055,197939,7,0.4686,0.6712,153.62,0.0716,0.2977,0.2212,0.3927,low 5714,Senegal,2019,rural,Finance,Mid_Level,15.76,297911,0.2387,226793,0.2605,59087,22,0.5391,0.7287,182.66,0.0563,0.466,0.4451,0.5109,moderate 5715,Uganda,2019,capital,Social_Services,Mid_Level,41.86,349740,0.2044,278254,0.3136,87266,16,0.5588,0.8188,215.75,0.0618,0.4444,0.3819,0.5228,moderate 5716,Ghana,2020,rural,Justice,Senior,31.29,723104,0.2543,539244,0.2806,151288,25,0.5505,0.7813,402.72,0.0698,0.5151,0.4311,0.5309,moderate 5717,Nigeria,2020,capital,Administration,Mid_Level,208.37,4140382,0.2399,3147172,0.3346,1053061,22,0.5395,0.741,231.88,0.0661,0.4951,0.3754,0.5269,moderate 5718,Kenya,2020,rural,Education,Mid_Level,50.61,1730762,0.1779,1422803,0.3361,478150,43,0.603,0.8868,392.87,0.0642,0.5967,0.753,0.665,high 5719,Botswana,2024,urban,Security,Junior,2.6,125918,0.1511,106889,0.5984,63966,48,0.681,0.8273,432.99,0.0667,0.639,0.6652,0.7363,high 5720,Ghana,2020,rural,Justice,Mid_Level,31.29,877363,0.2703,640240,0.2445,156559,29,0.6769,0.727,248.95,0.0497,0.4649,0.4722,0.5188,moderate 5721,Senegal,2025,rural,Health,Junior,18.49,418289,0.1927,337687,0.2677,90382,16,0.6465,0.6922,225.51,0.0503,0.4826,0.3738,0.4982,low 5722,Senegal,2023,remote,Social_Services,Mid_Level,17.53,443175,0.2207,345362,0.2087,72069,17,0.5864,0.7967,274.21,0.0507,0.4526,0.4619,0.5004,moderate 5723,Mozambique,2025,rural,Education,Junior,33.89,295402,0.3791,183425,0.1394,25578,10,0.5643,0.6119,90.4,0.0584,0.3204,0.1747,0.3564,low 5724,Ghana,2022,capital,Education,Senior,32.62,729003,0.1706,604608,0.3588,216933,25,0.5536,0.7084,375.96,0.0717,0.4601,0.4083,0.5526,moderate 5725,Ghana,2021,rural,Administration,Junior,31.94,896534,0.28,645486,0.3112,200877,21,0.6193,0.7258,203.4,0.0591,0.4972,0.4234,0.5112,moderate 5726,Ghana,2020,capital,Education,Senior,31.29,867529,0.1325,752620,0.3826,287946,18,0.572,0.701,437.61,0.0677,0.4996,0.3945,0.5521,moderate 5727,Ethiopia,2022,urban,Security,Mid_Level,119.93,1284965,0.2907,911436,0.2185,199155,12,0.4925,0.5944,93.58,0.0536,0.3099,0.1625,0.3984,low 5728,Senegal,2018,remote,Health,Junior,15.34,323385,0.3018,225778,0.2157,48708,25,0.6002,0.7562,240.79,0.0715,0.5692,0.4418,0.5055,moderate 5729,Ethiopia,2025,rural,Agriculture,Mid_Level,129.15,1480481,0.4471,818513,0.1563,127931,12,0.5243,0.6677,85.41,0.062,0.3248,0.2266,0.3626,low 5730,DRC,2025,rural,Agriculture,Junior,108.36,738619,0.5054,365319,0.1112,40631,9,0.558,0.674,93.1,0.0485,0.3079,0.1735,0.3232,critical 5731,Ghana,2023,rural,Education,Junior,33.3,914768,0.2573,679423,0.264,179395,25,0.5918,0.6822,228.77,0.0509,0.4506,0.374,0.499,low 5732,South Africa,2025,urban,Education,Junior,62.5,3194504,0.1556,2697358,0.5504,1484731,40,0.7461,0.8203,388.61,0.0913,0.7293,0.6998,0.7147,high 5733,Botswana,2019,urban,Health,Junior,2.41,114240,0.1415,98074,0.597,58552,40,0.6125,0.9096,457.84,0.0771,0.6407,0.5338,0.7178,high 5734,South Africa,2019,capital,Justice,Mid_Level,59.58,2746099,0.1226,2409373,0.5356,1290545,41,0.6981,0.8165,518.6,0.0834,0.6014,0.7776,0.7161,high 5735,Kenya,2025,urban,Agriculture,Junior,56.15,2165277,0.1129,1920848,0.397,762669,39,0.6058,0.9327,600.59,0.0905,0.6302,0.5719,0.6787,high 5736,Senegal,2024,urban,Justice,Mid_Level,18.0,439984,0.1813,360229,0.3699,133254,23,0.6449,0.7494,253.32,0.0706,0.5441,0.461,0.5676,moderate 5737,DRC,2023,urban,Administration,Junior,101.74,577071,0.3206,392044,0.1756,68849,8,0.5438,0.6762,143.63,0.0543,0.3237,0.2017,0.3877,low 5738,South Africa,2025,capital,Education,Junior,62.5,2871014,0.1622,2405213,0.587,1411942,40,0.7261,0.8735,543.61,0.0715,0.7978,0.6485,0.7319,high 5739,Senegal,2025,urban,Finance,Mid_Level,18.49,443688,0.1448,379452,0.4042,153373,15,0.4844,0.6922,259.6,0.0633,0.56,0.3919,0.5514,moderate 5740,Mozambique,2024,rural,Finance,Mid_Level,33.0,301759,0.4245,173670,0.1458,25322,14,0.5338,0.6098,118.87,0.0598,0.2837,0.2084,0.356,low 5741,Ethiopia,2020,rural,Infrastructure,Junior,114.15,1438373,0.4049,856036,0.1745,149386,11,0.5914,0.6192,137.77,0.0638,0.3378,0.2121,0.3678,low 5742,Mozambique,2018,rural,Security,Director,28.12,262822,0.3627,167503,0.158,26460,12,0.5391,0.6789,215.38,0.0573,0.2923,0.1668,0.3766,low 5743,Botswana,2025,remote,Agriculture,Junior,2.64,124084,0.2459,93575,0.3203,29970,40,0.7019,0.7912,551.89,0.0716,0.7653,0.7013,0.6339,moderate 5744,Senegal,2018,rural,Finance,Director,15.34,342400,0.1825,279921,0.2785,77969,26,0.6139,0.8063,554.15,0.055,0.5578,0.3868,0.5544,moderate 5745,Kenya,2025,remote,Infrastructure,Senior,56.15,2142150,0.2121,1687881,0.2372,400409,43,0.6736,0.8162,582.55,0.0776,0.6895,0.6483,0.62,moderate 5746,South Africa,2024,remote,Education,Senior,62.0,3414103,0.3249,2304931,0.264,608447,39,0.617,0.8841,650.93,0.0771,0.7033,0.7335,0.6086,moderate 5747,Ghana,2023,urban,Health,Junior,33.3,797030,0.1457,680867,0.3532,240512,31,0.5709,0.7949,273.85,0.051,0.4556,0.3248,0.5767,moderate 5748,South Africa,2018,rural,ICT,Director,59.11,2996202,0.1891,2429556,0.3885,943938,34,0.5777,0.8431,935.53,0.0648,0.7009,0.6835,0.6498,moderate 5749,Mozambique,2022,capital,Health,Junior,31.29,297287,0.2794,214224,0.1852,39681,9,0.5753,0.6356,116.73,0.0505,0.2817,0.1872,0.3912,low 5750,Botswana,2025,urban,Health,Mid_Level,2.64,134034,0.1026,120280,0.5316,63940,42,0.6924,0.7832,395.5,0.0817,0.6973,0.7016,0.7196,high 5751,Rwanda,2023,rural,Justice,Director,13.67,422250,0.1596,354840,0.3777,134039,49,0.6163,0.9076,963.68,0.0747,0.7596,0.5746,0.6966,high 5752,Kenya,2019,rural,Education,Mid_Level,49.57,1611133,0.1703,1336774,0.3471,464026,42,0.6619,0.8501,554.39,0.0731,0.7539,0.7659,0.6787,high 5753,Uganda,2019,urban,Health,Junior,41.86,343859,0.2462,259200,0.2553,66171,14,0.5879,0.7192,254.63,0.0674,0.4357,0.3492,0.4736,low 5754,Mozambique,2022,urban,Administration,Junior,31.29,296824,0.231,228253,0.1686,38489,8,0.5175,0.6284,114.47,0.0568,0.2618,0.2085,0.3957,low 5755,Tanzania,2020,urban,Social_Services,Director,59.53,1191420,0.1874,968146,0.2781,269247,18,0.6358,0.7959,608.72,0.0666,0.4528,0.3241,0.5147,moderate 5756,DRC,2025,remote,Security,Junior,108.36,568999,0.4884,291125,0.1,29112,7,0.4915,0.6186,147.76,0.0522,0.2656,0.1924,0.309,critical 5757,Uganda,2024,urban,Security,Mid_Level,49.0,351165,0.296,247208,0.2437,60243,16,0.6356,0.6924,193.97,0.0717,0.5707,0.3979,0.4776,low 5758,Rwanda,2019,urban,Infrastructure,Junior,12.43,398884,0.0967,360302,0.5005,180347,54,0.6336,0.8376,505.38,0.0793,0.6934,0.7256,0.7535,high 5759,Ethiopia,2022,urban,Agriculture,Junior,119.93,1307594,0.3773,814199,0.2288,186266,8,0.4955,0.6389,139.67,0.0663,0.3057,0.2257,0.3818,low 5760,Senegal,2022,rural,Social_Services,Mid_Level,17.07,339759,0.2363,259475,0.2816,73077,22,0.6247,0.7483,175.97,0.0667,0.4928,0.4743,0.5253,moderate 5761,DRC,2018,remote,Health,Junior,86.92,506733,0.5236,241426,0.1,24142,8,0.5857,0.6955,105.05,0.0665,0.3397,0.1856,0.321,critical 5762,Uganda,2020,capital,ICT,Director,43.2,367243,0.1943,295894,0.3012,89113,18,0.5015,0.738,472.31,0.0695,0.5202,0.4192,0.5264,moderate 5763,Mozambique,2020,urban,Justice,Junior,29.66,314193,0.2876,223816,0.1931,43213,12,0.4687,0.6541,124.86,0.0507,0.2655,0.1908,0.4001,low 5764,Nigeria,2025,rural,Infrastructure,Executive,235.75,4769938,0.2431,3610209,0.2642,953990,25,0.6847,0.7067,1025.97,0.0578,0.4912,0.3714,0.51,moderate 5765,Senegal,2018,capital,Health,Mid_Level,15.34,305365,0.1441,261364,0.3495,91335,24,0.6709,0.7625,190.58,0.0518,0.5477,0.3866,0.5691,moderate 5766,Uganda,2023,rural,Education,Junior,47.48,404877,0.2897,287578,0.1994,57337,11,0.5458,0.7482,258.05,0.0565,0.4594,0.3952,0.4526,low 5767,Ghana,2021,urban,Infrastructure,Mid_Level,31.94,760653,0.1646,635442,0.412,261825,25,0.5298,0.706,245.06,0.0488,0.4439,0.3418,0.5588,moderate 5768,Ethiopia,2024,urban,Social_Services,Junior,126.0,1605911,0.3178,1095595,0.2021,221430,12,0.6098,0.6823,131.8,0.0586,0.267,0.1936,0.3995,low 5769,Rwanda,2023,urban,ICT,Mid_Level,13.67,368485,0.0898,335402,0.4225,141701,51,0.8026,0.933,579.06,0.0718,0.8035,0.764,0.7574,high 5770,Tanzania,2023,capital,Education,Mid_Level,65.05,1099806,0.1839,897507,0.3431,307940,23,0.5809,0.6794,182.53,0.0518,0.4627,0.4272,0.5382,moderate 5771,Botswana,2023,rural,Health,Mid_Level,2.56,117394,0.1516,99591,0.3954,39376,35,0.5479,0.8455,541.28,0.0816,0.7608,0.5813,0.6595,high 5772,Senegal,2020,rural,Education,Senior,16.18,303898,0.2393,231166,0.2801,64741,24,0.6049,0.7117,295.36,0.0694,0.575,0.3464,0.5191,moderate 5773,Uganda,2021,capital,Education,Mid_Level,44.58,403285,0.2302,310431,0.3307,102650,18,0.6043,0.7919,188.44,0.067,0.4475,0.4359,0.5272,moderate 5774,Tanzania,2025,urban,Infrastructure,Mid_Level,69.01,1126503,0.1599,946382,0.3323,314478,22,0.5471,0.7759,266.81,0.0558,0.466,0.4592,0.557,moderate 5775,Tanzania,2021,remote,Social_Services,Senior,61.31,1010205,0.3188,688192,0.1489,102502,16,0.6483,0.7699,338.01,0.055,0.4571,0.3377,0.4425,low 5776,Rwanda,2019,urban,Finance,Junior,12.43,334131,0.0985,301219,0.4543,136831,37,0.5606,0.9,409.93,0.0737,0.616,0.568,0.6848,high 5777,Tanzania,2024,remote,Finance,Junior,67.0,1276559,0.2909,905176,0.1771,160328,20,0.6322,0.7132,223.1,0.054,0.5209,0.4762,0.4782,low 5778,DRC,2021,urban,Agriculture,Junior,95.53,506445,0.3593,324486,0.1693,54921,7,0.5699,0.6731,117.09,0.0708,0.3078,0.1888,0.3706,low 5779,Uganda,2021,capital,Security,Mid_Level,44.58,327017,0.2658,240108,0.316,75869,10,0.502,0.825,176.19,0.0701,0.5476,0.4364,0.5097,moderate 5780,DRC,2022,urban,Health,Junior,98.59,602454,0.4148,352569,0.1478,52108,6,0.4688,0.666,138.9,0.0682,0.2763,0.216,0.3474,critical 5781,Kenya,2021,remote,Security,Junior,51.68,1702459,0.241,1292234,0.2543,328584,32,0.5899,0.8085,446.96,0.0668,0.6716,0.5623,0.578,moderate 5782,Senegal,2019,capital,Health,Mid_Level,15.76,363554,0.1653,303453,0.3867,117354,16,0.5351,0.7546,282.52,0.0535,0.5384,0.4376,0.5561,moderate 5783,Senegal,2023,rural,Education,Mid_Level,17.53,359709,0.252,269076,0.2216,59627,24,0.6623,0.7252,213.03,0.0507,0.5027,0.3502,0.4965,low 5784,Botswana,2022,urban,Health,Mid_Level,2.52,127786,0.1477,108908,0.4724,51447,53,0.7649,0.9284,423.91,0.0824,0.7075,0.7354,0.7472,high 5785,Botswana,2018,urban,Finance,Executive,2.38,117307,0.149,99833,0.5589,55799,37,0.6797,0.9069,1754.05,0.0827,0.6163,0.5581,0.6985,high 5786,DRC,2021,rural,Finance,Junior,95.53,625907,0.4409,349954,0.1349,47203,6,0.5498,0.6444,85.48,0.0626,0.2579,0.1643,0.3274,critical 5787,Tanzania,2023,urban,Administration,Mid_Level,65.05,1341956,0.16,1127195,0.347,391125,14,0.5042,0.7479,272.82,0.063,0.478,0.4184,0.5336,moderate 5788,South Africa,2021,capital,Health,Mid_Level,60.54,3304426,0.1522,2801409,0.5322,1490914,40,0.5833,0.8808,608.07,0.0677,0.7568,0.6289,0.7157,high 5789,Nigeria,2024,urban,Education,Junior,230.0,4078496,0.1816,3338034,0.2835,946421,25,0.6882,0.6809,203.47,0.0597,0.5217,0.3476,0.5271,moderate 5790,Kenya,2019,urban,Health,Mid_Level,49.57,1934385,0.1613,1622373,0.4454,722605,32,0.6786,0.9183,494.95,0.0911,0.6847,0.637,0.6709,high 5791,Senegal,2022,urban,Education,Senior,17.07,426628,0.1649,356275,0.3825,136279,18,0.6052,0.7212,301.24,0.0597,0.4296,0.3666,0.5372,moderate 5792,Uganda,2019,urban,Infrastructure,Mid_Level,41.86,296860,0.2636,218593,0.2374,51903,17,0.6349,0.8236,252.9,0.0684,0.4939,0.3525,0.4941,low 5793,South Africa,2024,capital,Agriculture,Director,62.0,3060532,0.1369,2641402,0.476,1257266,40,0.6871,0.8518,1128.62,0.0777,0.7701,0.7654,0.7161,high 5794,Ghana,2020,rural,Social_Services,Mid_Level,31.29,873411,0.2557,650042,0.2587,168195,26,0.6146,0.7258,187.18,0.068,0.5438,0.3246,0.5115,moderate 5795,Tanzania,2023,rural,Education,Senior,65.05,1286392,0.3021,897720,0.1956,175580,16,0.4845,0.7846,357.38,0.066,0.5441,0.3306,0.4685,low 5796,Senegal,2025,urban,ICT,Junior,18.49,388466,0.1593,326584,0.3985,130133,16,0.5721,0.6949,208.54,0.0626,0.4671,0.3659,0.5373,moderate 5797,Rwanda,2023,rural,Health,Junior,13.67,413450,0.1676,344162,0.323,111160,43,0.5902,0.8006,499.13,0.0734,0.7197,0.5985,0.6483,moderate 5798,Uganda,2019,rural,Security,Director,41.86,341464,0.4245,196526,0.183,35960,15,0.5535,0.7789,524.37,0.0511,0.4908,0.4289,0.4359,low 5799,Mozambique,2023,rural,Security,Junior,32.13,349438,0.3933,212019,0.1253,26576,10,0.5021,0.6023,94.16,0.0694,0.2955,0.1931,0.3472,critical 5800,Uganda,2024,urban,Education,Junior,49.0,343491,0.2375,261921,0.3013,78912,15,0.5749,0.7301,248.74,0.0638,0.4875,0.373,0.499,low 5801,Ethiopia,2020,urban,Agriculture,Junior,114.15,1230072,0.3265,828410,0.2403,199027,8,0.4537,0.6719,86.9,0.056,0.2955,0.2205,0.4008,low 5802,Ghana,2024,urban,Administration,Junior,34.0,843484,0.1725,697943,0.3988,278311,23,0.6687,0.8011,233.41,0.0486,0.5069,0.3588,0.5708,moderate 5803,Uganda,2020,urban,Social_Services,Mid_Level,43.2,351564,0.2946,247977,0.2591,64249,14,0.4845,0.6829,199.09,0.066,0.5633,0.4188,0.4767,low 5804,Uganda,2018,rural,Education,Senior,40.56,346965,0.3401,228976,0.1964,44978,16,0.6365,0.7198,435.87,0.0645,0.4609,0.36,0.4441,low 5805,DRC,2019,capital,Education,Junior,89.7,498119,0.3022,347583,0.183,63623,7,0.4991,0.6001,124.38,0.0682,0.3103,0.2054,0.3793,low 5806,Kenya,2021,urban,Security,Junior,51.68,2054682,0.1092,1830353,0.4183,765545,45,0.7434,0.7745,458.17,0.086,0.7107,0.7629,0.7033,high 5807,Botswana,2024,rural,Agriculture,Executive,2.6,117073,0.1347,101299,0.4119,41728,45,0.7499,0.8416,1595.04,0.085,0.7871,0.5435,0.6911,high 5808,Rwanda,2019,capital,Health,Mid_Level,12.43,325636,0.1146,288315,0.4539,130874,36,0.612,0.8459,597.52,0.0837,0.8015,0.624,0.6943,high 5809,Rwanda,2018,remote,Agriculture,Mid_Level,12.14,358932,0.1575,302393,0.242,73181,44,0.647,0.8119,500.16,0.088,0.7966,0.5505,0.6376,moderate 5810,Rwanda,2025,urban,Infrastructure,Junior,14.34,383272,0.1216,336656,0.4639,156178,42,0.7528,0.9116,463.61,0.0705,0.6695,0.7002,0.7143,high 5811,Senegal,2020,urban,Administration,Director,16.18,351021,0.1879,285066,0.3399,96900,21,0.5336,0.712,698.2,0.0667,0.5106,0.4224,0.5406,moderate 5812,South Africa,2020,remote,Security,Senior,60.06,3442924,0.2814,2474005,0.284,702711,31,0.5988,0.8669,602.97,0.0903,0.6744,0.7586,0.6015,moderate 5813,Rwanda,2024,capital,Health,Junior,14.0,367030,0.088,334730,0.4316,144458,48,0.7093,0.8981,617.21,0.0649,0.8017,0.6687,0.7377,high 5814,Uganda,2023,capital,Finance,Junior,47.48,368881,0.2272,285070,0.2698,76908,13,0.5916,0.7158,286.36,0.0592,0.5709,0.3777,0.4954,low 5815,Ghana,2025,capital,Health,Junior,34.71,967258,0.1749,798060,0.3915,312438,17,0.6226,0.803,214.08,0.0486,0.5706,0.3795,0.5621,moderate 5816,Nigeria,2019,remote,Justice,Junior,203.29,4014212,0.3632,2556082,0.1741,445128,22,0.5226,0.7411,255.89,0.0629,0.4475,0.453,0.459,low 5817,Senegal,2022,remote,Education,Director,17.07,330059,0.3209,224152,0.208,46614,21,0.5097,0.7958,595.67,0.0632,0.4908,0.3563,0.4783,low 5818,Mozambique,2018,remote,Education,Mid_Level,28.12,287241,0.5338,133899,0.1007,13480,13,0.4899,0.6913,149.08,0.0697,0.2588,0.1998,0.3238,critical 5819,Kenya,2025,rural,Administration,Mid_Level,56.15,2172793,0.1483,1850516,0.291,538469,39,0.7178,0.7961,591.4,0.0713,0.7345,0.6546,0.6415,moderate 5820,DRC,2024,urban,Education,Senior,105.0,710649,0.3779,442105,0.1831,80928,5,0.5271,0.6351,202.84,0.0559,0.2562,0.1978,0.3545,low 5821,Ghana,2022,rural,Social_Services,Executive,32.62,879604,0.2213,684924,0.317,217108,27,0.68,0.7374,785.2,0.0644,0.4453,0.4592,0.5425,moderate 5822,Nigeria,2023,urban,Health,Junior,224.39,4195216,0.1842,3422655,0.295,1009576,21,0.5031,0.7461,264.33,0.0539,0.5743,0.3932,0.5389,moderate 5823,Mozambique,2024,urban,Health,Junior,33.0,309453,0.2654,227316,0.1797,40846,10,0.4787,0.7002,105.92,0.0655,0.3373,0.2349,0.4158,low 5824,Rwanda,2022,urban,Administration,Executive,13.35,430902,0.1114,382901,0.4157,159189,53,0.6554,0.7953,1880.71,0.0768,0.7017,0.6201,0.7101,high 5825,DRC,2018,rural,Education,Mid_Level,86.92,508855,0.4617,273917,0.1328,36379,9,0.5829,0.6675,147.36,0.0632,0.2576,0.2002,0.3362,critical 5826,Uganda,2022,remote,Infrastructure,Junior,46.01,362592,0.4361,204465,0.1526,31192,12,0.52,0.8191,248.25,0.0684,0.5692,0.4496,0.4339,low 5827,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,1043434,0.1977,837114,0.3436,287651,21,0.5853,0.7669,229.76,0.0563,0.5331,0.3812,0.5454,moderate 5828,South Africa,2021,capital,Social_Services,Senior,60.54,2878475,0.1633,2408343,0.4988,1201249,33,0.5733,0.8028,703.02,0.0734,0.6384,0.6833,0.6689,high 5829,Ethiopia,2024,urban,Health,Mid_Level,126.0,1661288,0.3293,1114230,0.2428,270528,7,0.4842,0.6697,111.07,0.0527,0.3374,0.1923,0.3993,low 5830,Botswana,2024,remote,Health,Director,2.6,124733,0.2332,95639,0.2608,24943,36,0.6388,0.791,1412.77,0.0929,0.7948,0.5989,0.6049,moderate 5831,Rwanda,2022,capital,Education,Junior,13.35,402474,0.087,367476,0.4311,158428,42,0.5949,0.7717,491.64,0.0845,0.7851,0.5736,0.6927,high 5832,Tanzania,2018,rural,Infrastructure,Director,56.11,999911,0.3028,697090,0.1948,135772,23,0.5764,0.8051,451.2,0.0525,0.5132,0.3224,0.4848,low 5833,Uganda,2022,urban,Infrastructure,Mid_Level,46.01,382064,0.2965,268793,0.2624,70529,16,0.5703,0.7512,268.93,0.0601,0.492,0.3706,0.4804,low 5834,DRC,2022,urban,Health,Junior,98.59,658864,0.4099,388812,0.1876,72959,7,0.4918,0.7148,127.8,0.0698,0.2872,0.2218,0.3701,low 5835,Kenya,2024,rural,Education,Senior,55.0,1907290,0.1983,1529086,0.3241,495512,26,0.5926,0.8294,942.03,0.0908,0.6616,0.6787,0.6049,moderate 5836,Botswana,2021,rural,Finance,Junior,2.49,121205,0.1982,97178,0.3316,32226,32,0.6322,0.8878,624.82,0.0733,0.6951,0.735,0.6395,moderate 5837,DRC,2020,capital,Social_Services,Junior,92.57,636779,0.2884,453127,0.1869,84682,10,0.5014,0.6404,114.95,0.0608,0.2882,0.2027,0.3948,low 5838,Ethiopia,2023,urban,Security,Junior,122.93,1369173,0.2619,1010632,0.2438,246365,9,0.5025,0.6722,110.13,0.0599,0.288,0.1817,0.4158,low 5839,Nigeria,2025,capital,Education,Mid_Level,235.75,4661182,0.1997,3730297,0.3689,1376097,23,0.5214,0.684,225.06,0.059,0.5477,0.3219,0.5394,moderate 5840,Senegal,2023,urban,Finance,Mid_Level,17.53,352977,0.1429,302522,0.3805,115105,26,0.5608,0.7694,252.42,0.0623,0.5546,0.4157,0.5868,moderate 5841,Senegal,2024,urban,Health,Junior,18.0,413340,0.1542,349613,0.3489,121996,25,0.6224,0.7851,180.56,0.0703,0.4797,0.4337,0.5703,moderate 5842,Uganda,2021,capital,Infrastructure,Junior,44.58,308273,0.2187,240844,0.2935,70686,12,0.6286,0.6792,305.24,0.0582,0.5383,0.4654,0.501,moderate 5843,Rwanda,2022,urban,Security,Executive,13.35,350191,0.1108,311375,0.4596,143096,59,0.6489,0.874,1760.64,0.0884,0.6089,0.7382,0.7505,high 5844,South Africa,2018,rural,Infrastructure,Director,59.11,2671301,0.2664,1959579,0.3647,714607,29,0.7057,0.8128,1013.11,0.0662,0.7036,0.6957,0.6089,moderate 5845,Rwanda,2020,rural,Social_Services,Mid_Level,12.73,435231,0.1213,382418,0.3591,137320,57,0.7405,0.7887,513.13,0.0693,0.6129,0.6606,0.6976,high 5846,Uganda,2022,rural,Education,Director,46.01,375907,0.3809,232732,0.18,41898,17,0.5948,0.7027,625.53,0.0573,0.5747,0.4775,0.4529,low 5847,DRC,2022,urban,Finance,Junior,98.59,640056,0.3605,409333,0.1678,68686,5,0.4553,0.6129,115.55,0.0585,0.3314,0.2224,0.3616,low 5848,Uganda,2023,capital,Infrastructure,Executive,47.48,379703,0.245,286687,0.2592,74321,12,0.5654,0.8047,1156.73,0.0681,0.5437,0.4202,0.5007,moderate 5849,Mozambique,2022,urban,Social_Services,Junior,31.29,316633,0.3455,207244,0.1851,38362,11,0.4756,0.6287,148.46,0.0545,0.3303,0.2029,0.385,low 5850,Uganda,2022,remote,Finance,Junior,46.01,383978,0.4503,211057,0.1489,31419,18,0.6128,0.7376,202.28,0.0497,0.4622,0.4762,0.4241,low 5851,Botswana,2018,remote,Security,Mid_Level,2.38,118189,0.1934,95330,0.2495,23789,36,0.702,0.8637,490.72,0.0883,0.6959,0.6427,0.6174,moderate 5852,Botswana,2025,urban,Security,Mid_Level,2.64,110745,0.1511,94009,0.4553,42800,40,0.6291,0.9315,529.86,0.076,0.6621,0.5429,0.6863,high 5853,Kenya,2018,capital,Finance,Junior,48.55,1946421,0.1093,1733591,0.5282,915623,42,0.611,0.8036,563.75,0.0948,0.7065,0.6178,0.7127,high 5854,Ghana,2018,rural,Education,Junior,30.01,685721,0.2565,509835,0.2726,138980,29,0.5405,0.778,305.25,0.0685,0.4503,0.4157,0.5298,moderate 5855,Kenya,2025,rural,Social_Services,Director,56.15,1736930,0.1573,1463791,0.3484,509929,41,0.5846,0.9109,1106.73,0.0936,0.608,0.6777,0.6655,high 5856,Ethiopia,2025,rural,Health,Junior,129.15,1583519,0.4581,858044,0.1744,149652,10,0.5084,0.5982,131.36,0.0613,0.2782,0.236,0.3452,critical 5857,Botswana,2022,rural,Agriculture,Junior,2.52,128247,0.1731,106048,0.4011,42536,45,0.7353,0.9254,448.98,0.0912,0.6197,0.6308,0.6834,high 5858,Botswana,2025,urban,Health,Junior,2.64,126568,0.1172,111738,0.487,54413,53,0.6579,0.7996,558.25,0.0862,0.5953,0.6661,0.721,high 5859,Ethiopia,2018,remote,Security,Mid_Level,108.65,1397752,0.4589,756272,0.1058,80027,9,0.5681,0.7141,104.05,0.0698,0.2619,0.1841,0.3359,critical 5860,South Africa,2021,urban,Social_Services,Junior,60.54,3466835,0.1972,2783018,0.4959,1380144,37,0.5513,0.889,638.7,0.0716,0.7916,0.7751,0.7072,high 5861,Ghana,2023,rural,Social_Services,Executive,33.3,863465,0.1942,695811,0.3019,210031,21,0.5856,0.7686,921.72,0.0508,0.5063,0.3963,0.535,moderate 5862,Tanzania,2025,capital,Social_Services,Mid_Level,69.01,1134198,0.1615,950976,0.2865,272423,18,0.6447,0.7878,218.61,0.0565,0.4695,0.3402,0.5254,moderate 5863,DRC,2019,rural,Agriculture,Junior,89.7,499887,0.523,238447,0.1054,25139,6,0.5009,0.6988,142.89,0.05,0.305,0.2269,0.3186,critical 5864,South Africa,2022,urban,Administration,Mid_Level,61.02,3242737,0.1488,2760202,0.4472,1234331,33,0.6484,0.858,539.94,0.0703,0.7039,0.6787,0.6741,high 5865,Kenya,2024,capital,Education,Executive,55.0,1672247,0.1194,1472524,0.5417,797674,36,0.6595,0.8106,2281.38,0.0948,0.6928,0.7451,0.7109,high 5866,Rwanda,2018,rural,ICT,Senior,12.14,319217,0.1519,270743,0.2931,79357,37,0.5658,0.7893,766.21,0.0879,0.6292,0.5217,0.6113,moderate 5867,Ghana,2021,urban,Finance,Mid_Level,31.94,911633,0.1644,761798,0.3931,299466,30,0.6079,0.6772,227.77,0.0649,0.453,0.4266,0.5717,moderate 5868,Ghana,2018,rural,Infrastructure,Mid_Level,30.01,644056,0.2834,461531,0.2867,132337,27,0.6655,0.6824,198.99,0.0518,0.4486,0.334,0.499,low 5869,Uganda,2025,urban,Health,Mid_Level,50.57,388360,0.2382,295853,0.3104,91823,18,0.5878,0.7496,190.35,0.0595,0.4869,0.4006,0.5142,moderate 5870,Mozambique,2021,rural,Agriculture,Junior,30.47,278112,0.3774,173140,0.1614,27947,15,0.5713,0.6595,122.33,0.055,0.296,0.2056,0.3826,low 5871,Senegal,2024,urban,Education,Junior,18.0,374243,0.1624,313481,0.4032,126392,17,0.4911,0.7157,266.51,0.0709,0.5264,0.4458,0.5573,moderate 5872,Kenya,2022,remote,Agriculture,Mid_Level,52.76,2114573,0.2302,1627798,0.2211,359832,44,0.6864,0.9023,470.77,0.0947,0.7605,0.6848,0.6376,moderate 5873,Botswana,2024,rural,Social_Services,Mid_Level,2.6,124119,0.1995,99356,0.3923,38981,31,0.5326,0.8959,363.81,0.0858,0.7821,0.6658,0.6549,high 5874,DRC,2019,remote,Infrastructure,Junior,89.7,524084,0.6,209633,0.1,20963,8,0.4588,0.6396,133.47,0.0521,0.3433,0.1622,0.2915,critical 5875,Ghana,2020,capital,Education,Junior,31.29,777534,0.1833,635040,0.3948,250735,20,0.5285,0.6877,197.28,0.0551,0.4596,0.3325,0.5353,moderate 5876,Rwanda,2025,capital,Security,Junior,14.34,436908,0.0769,403329,0.4295,173228,45,0.7216,0.9303,485.6,0.0858,0.714,0.7642,0.738,high 5877,Nigeria,2022,urban,Security,Senior,218.92,4835980,0.2522,3616533,0.2896,1047427,19,0.5637,0.8227,295.67,0.059,0.5346,0.3303,0.5168,moderate 5878,Tanzania,2025,rural,Health,Mid_Level,69.01,1293087,0.224,1003455,0.2552,256104,18,0.5781,0.7776,205.16,0.0623,0.4739,0.4608,0.5129,moderate 5879,Ghana,2025,rural,Health,Mid_Level,34.71,988290,0.2267,764223,0.2653,202720,20,0.5055,0.6864,201.23,0.0579,0.5092,0.4048,0.504,moderate 5880,Rwanda,2021,rural,Social_Services,Junior,13.04,392226,0.1662,327033,0.3045,99576,45,0.7003,0.8409,517.36,0.0653,0.6979,0.769,0.6699,high 5881,Botswana,2025,rural,Administration,Senior,2.64,107655,0.1805,88218,0.4405,38856,49,0.7598,0.8831,541.76,0.0646,0.7517,0.5996,0.7051,high 5882,Mozambique,2021,urban,Education,Junior,30.47,298955,0.2641,220003,0.2257,49646,15,0.4943,0.6157,92.74,0.0622,0.3041,0.1702,0.4177,low 5883,Nigeria,2023,urban,Finance,Mid_Level,224.39,3852075,0.2598,2851388,0.2917,831745,20,0.6571,0.818,287.43,0.0633,0.5009,0.3454,0.5153,moderate 5884,Kenya,2021,urban,Administration,Junior,51.68,1864777,0.1533,1578988,0.38,600048,36,0.6522,0.7745,561.34,0.0773,0.6882,0.5339,0.6351,moderate 5885,Ethiopia,2021,capital,Security,Senior,117.0,1262514,0.2368,963602,0.2738,263839,9,0.5743,0.6147,143.49,0.0554,0.3222,0.2023,0.4264,low 5886,South Africa,2024,capital,Infrastructure,Junior,62.0,2953329,0.1433,2530014,0.5385,1362337,37,0.7274,0.8279,612.41,0.0827,0.7666,0.6737,0.7095,high 5887,Uganda,2024,capital,Health,Mid_Level,49.0,363604,0.2368,277509,0.2767,76792,16,0.6021,0.7506,229.76,0.0627,0.5517,0.3681,0.5046,moderate 5888,South Africa,2019,urban,Finance,Mid_Level,59.58,3116222,0.1783,2560536,0.5622,1439495,33,0.5832,0.9347,643.78,0.0788,0.6962,0.667,0.705,high 5889,Uganda,2022,rural,Infrastructure,Mid_Level,46.01,397670,0.3375,263437,0.2115,55729,15,0.6367,0.7562,292.11,0.0507,0.5216,0.338,0.4554,low 5890,Senegal,2023,urban,Security,Junior,17.53,422515,0.1376,364397,0.3249,118392,21,0.5577,0.6887,239.66,0.0618,0.5351,0.3518,0.5413,moderate 5891,Rwanda,2020,urban,Social_Services,Junior,12.73,407847,0.1246,357038,0.4182,149327,54,0.6464,0.9009,458.42,0.0838,0.7895,0.5848,0.731,high 5892,Tanzania,2023,urban,Security,Junior,65.05,1031149,0.2254,798768,0.2883,230287,19,0.6094,0.703,235.37,0.0508,0.4413,0.4617,0.509,moderate 5893,Senegal,2023,urban,Infrastructure,Mid_Level,17.53,329957,0.1519,279837,0.3596,100634,20,0.544,0.7451,284.86,0.0657,0.5139,0.443,0.5594,moderate 5894,Ghana,2019,capital,Justice,Junior,30.64,697082,0.1354,602722,0.4122,248438,25,0.561,0.7286,319.98,0.0542,0.4867,0.3785,0.5775,moderate 5895,Tanzania,2022,rural,Administration,Junior,63.15,1108713,0.2718,807337,0.2499,201762,13,0.6303,0.7902,243.66,0.0627,0.5694,0.3521,0.4877,low 5896,Ethiopia,2025,capital,ICT,Junior,129.15,1646845,0.2274,1272315,0.2373,301864,7,0.4556,0.6878,150.24,0.0651,0.3307,0.1724,0.4234,low 5897,Uganda,2022,urban,Social_Services,Mid_Level,46.01,413992,0.3142,283915,0.2621,74410,17,0.6336,0.7298,291.18,0.048,0.489,0.4219,0.48,low 5898,Senegal,2020,remote,Security,Mid_Level,16.18,395006,0.297,277698,0.1772,49214,25,0.6024,0.7058,321.49,0.0576,0.4304,0.4674,0.4782,low 5899,DRC,2019,rural,Infrastructure,Senior,89.7,470101,0.5277,222010,0.1273,28251,7,0.5745,0.6086,230.38,0.0704,0.3145,0.1874,0.3089,critical 5900,Senegal,2021,rural,Education,Junior,16.62,359203,0.2404,272840,0.2287,62398,16,0.6323,0.8199,255.34,0.0651,0.454,0.4586,0.5013,moderate 5901,Tanzania,2024,capital,Justice,Junior,67.0,1188020,0.1641,993084,0.3734,370797,17,0.6228,0.7661,248.0,0.0641,0.4255,0.4066,0.543,moderate 5902,Ethiopia,2019,rural,Social_Services,Mid_Level,111.37,1512361,0.3602,967683,0.1465,141725,11,0.4848,0.6513,133.23,0.053,0.2911,0.2249,0.3734,low 5903,Mozambique,2020,rural,ICT,Senior,29.66,322834,0.3555,208059,0.1297,26976,13,0.543,0.6752,159.01,0.053,0.3002,0.1692,0.3743,low 5904,Tanzania,2022,capital,Health,Mid_Level,63.15,1167392,0.1967,937750,0.3143,294740,18,0.5859,0.7,177.99,0.0626,0.5057,0.4715,0.5271,moderate 5905,Uganda,2022,capital,Justice,Junior,46.01,390618,0.27,285146,0.2703,77081,12,0.4816,0.7046,212.82,0.0547,0.4936,0.4712,0.4822,low 5906,Senegal,2018,urban,Education,Senior,15.34,381513,0.1577,321351,0.3943,126717,26,0.5782,0.6903,480.65,0.0674,0.5328,0.3907,0.5701,moderate 5907,Tanzania,2019,urban,Finance,Mid_Level,57.79,919550,0.2151,721787,0.329,237477,23,0.6415,0.8235,184.57,0.0703,0.5447,0.4106,0.555,moderate 5908,Ethiopia,2020,capital,Health,Junior,114.15,1332841,0.3088,921195,0.2224,204865,8,0.4816,0.7087,94.76,0.0606,0.2873,0.2054,0.404,low 5909,Tanzania,2018,remote,Finance,Junior,56.11,953305,0.3917,579849,0.1614,93578,17,0.63,0.8243,320.96,0.0512,0.5087,0.4158,0.451,low 5910,Uganda,2024,urban,Finance,Junior,49.0,419129,0.2866,298990,0.3149,94164,15,0.6304,0.8201,180.59,0.0489,0.5723,0.4159,0.5164,moderate 5911,South Africa,2020,urban,Finance,Junior,60.06,3575089,0.1588,3007456,0.5023,1510565,48,0.7728,0.7968,400.81,0.0684,0.6441,0.6031,0.7001,high 5912,Kenya,2023,capital,Education,Junior,53.87,1615800,0.1081,1441139,0.4749,684359,36,0.67,0.8317,518.77,0.0915,0.7474,0.6694,0.6981,high 5913,Mozambique,2024,urban,ICT,Mid_Level,33.0,347001,0.3209,235658,0.1685,39716,9,0.5478,0.664,148.59,0.0608,0.2791,0.1991,0.3818,low 5914,Kenya,2020,rural,Agriculture,Junior,50.61,1703013,0.1927,1374797,0.3626,498566,32,0.6698,0.8367,464.2,0.0843,0.7967,0.6037,0.638,moderate 5915,DRC,2021,capital,Security,Junior,95.53,507794,0.3353,337514,0.1897,64033,6,0.5396,0.6947,122.99,0.0671,0.2993,0.1786,0.3806,low 5916,Rwanda,2019,capital,Security,Junior,12.43,378276,0.1077,337549,0.4433,149644,38,0.6983,0.7701,412.08,0.0778,0.7982,0.6562,0.6899,high 5917,Uganda,2019,rural,Education,Junior,41.86,335271,0.3796,208018,0.2276,47350,17,0.6158,0.8118,223.52,0.0616,0.5707,0.4085,0.4742,low 5918,South Africa,2019,remote,Education,Junior,59.58,3281277,0.2682,2401286,0.2628,631097,33,0.5444,0.7774,433.1,0.0775,0.7686,0.5757,0.5822,moderate 5919,Mozambique,2023,remote,Finance,Executive,32.13,334576,0.5678,144620,0.1014,14658,13,0.4955,0.7037,433.26,0.0518,0.3026,0.1734,0.3191,critical 5920,South Africa,2020,urban,Health,Junior,60.06,3063470,0.151,2600955,0.5205,1353667,28,0.6391,0.8574,506.99,0.0802,0.7089,0.6517,0.677,high 5921,Botswana,2021,urban,Education,Junior,2.49,108339,0.1255,94740,0.5697,53974,43,0.7264,0.8975,448.03,0.0799,0.6634,0.5388,0.7234,high 5922,Tanzania,2024,rural,Health,Mid_Level,67.0,1330888,0.2154,1044184,0.2166,226222,15,0.5558,0.6981,180.09,0.0485,0.5673,0.3307,0.4823,low 5923,Kenya,2019,urban,Security,Junior,49.57,1758687,0.1328,1525197,0.4035,615463,41,0.7568,0.8151,411.79,0.0757,0.7804,0.7191,0.6924,high 5924,Kenya,2024,remote,Education,Senior,55.0,2166002,0.2427,1640385,0.2333,382685,43,0.5784,0.8133,568.14,0.0763,0.7506,0.6244,0.6146,moderate 5925,Rwanda,2022,urban,Health,Junior,13.35,345859,0.1214,303879,0.4043,122843,44,0.6874,0.856,534.6,0.0808,0.6986,0.6943,0.6984,high 5926,Tanzania,2020,urban,Finance,Junior,59.53,1231218,0.2299,948142,0.3242,307381,20,0.6448,0.7288,254.46,0.0565,0.5588,0.4172,0.5305,moderate 5927,Ghana,2022,urban,Agriculture,Junior,32.62,818977,0.1588,688893,0.3552,244663,20,0.5271,0.7466,183.81,0.056,0.4969,0.3439,0.5451,moderate 5928,Kenya,2020,urban,Administration,Junior,50.61,1508426,0.1444,1290583,0.5006,646035,45,0.6724,0.7949,552.13,0.0898,0.7118,0.6114,0.7031,high 5929,Botswana,2020,urban,Education,Junior,2.45,120926,0.1288,105352,0.4892,51540,50,0.6684,0.7968,365.01,0.0917,0.7131,0.5277,0.7087,high 5930,Nigeria,2021,urban,Education,Director,213.58,4856930,0.2465,3659695,0.3051,1116471,15,0.4852,0.6823,802.26,0.0522,0.5347,0.3702,0.495,low 5931,DRC,2024,remote,Education,Junior,105.0,629093,0.4924,319301,0.1,31930,9,0.5289,0.6498,127.74,0.0559,0.3236,0.1618,0.3204,critical 5932,South Africa,2019,remote,Administration,Junior,59.58,3209016,0.3116,2209139,0.2503,553017,28,0.6413,0.8967,569.68,0.0694,0.714,0.5792,0.5685,moderate 5933,Botswana,2022,urban,Agriculture,Junior,2.52,114486,0.1268,99972,0.476,47586,32,0.658,0.8064,509.27,0.0646,0.6511,0.5305,0.6564,high 5934,Tanzania,2020,rural,Security,Junior,59.53,949770,0.2237,737339,0.2475,182482,15,0.6432,0.7582,324.82,0.0538,0.5673,0.4676,0.5107,moderate 5935,Nigeria,2019,remote,Education,Junior,203.29,3900694,0.3122,2682735,0.1853,496999,21,0.5546,0.7221,180.39,0.064,0.4626,0.3957,0.4649,low 5936,Ethiopia,2022,rural,Security,Executive,119.93,1496158,0.396,903659,0.1778,160625,10,0.4894,0.6585,371.36,0.0563,0.2577,0.1663,0.3616,low 5937,DRC,2019,rural,Infrastructure,Junior,89.7,549698,0.4215,317983,0.1266,40244,8,0.4745,0.657,92.12,0.0642,0.2753,0.1639,0.3387,critical 5938,DRC,2019,rural,Security,Junior,89.7,516478,0.4684,274581,0.1332,36571,9,0.6046,0.6871,116.06,0.0617,0.3047,0.2391,0.3462,critical 5939,Nigeria,2023,urban,Security,Director,224.39,4071623,0.2649,2993247,0.3154,944142,18,0.5248,0.7281,627.26,0.0521,0.4503,0.3661,0.4985,low 5940,Ethiopia,2018,rural,Education,Senior,108.65,1256252,0.4124,738161,0.1805,133270,7,0.5609,0.6508,194.75,0.0713,0.2667,0.214,0.3552,low 5941,Ghana,2023,urban,Health,Junior,33.3,812606,0.1926,656087,0.3908,256377,19,0.4988,0.7306,191.82,0.0514,0.5269,0.3961,0.5489,moderate 5942,Mozambique,2023,urban,Health,Junior,32.13,274741,0.3298,184124,0.2256,41536,9,0.6077,0.6193,130.43,0.0571,0.3107,0.2274,0.3931,low 5943,Senegal,2024,remote,Education,Senior,18.0,378089,0.2355,289057,0.181,52309,19,0.587,0.7676,352.23,0.0679,0.433,0.4588,0.4882,low 5944,Ethiopia,2023,urban,Agriculture,Junior,122.93,1301789,0.3734,815647,0.2103,171538,12,0.5938,0.6837,86.55,0.068,0.298,0.2299,0.3946,low 5945,DRC,2021,rural,Education,Mid_Level,95.53,657773,0.4456,364694,0.114,41561,9,0.5332,0.6214,153.85,0.0496,0.3337,0.1641,0.3326,critical 5946,Ethiopia,2023,urban,Security,Mid_Level,122.93,1381441,0.2963,972162,0.2362,229596,7,0.5079,0.6103,119.78,0.0531,0.3176,0.2232,0.3981,low 5947,Nigeria,2020,rural,Infrastructure,Junior,208.37,4476750,0.2748,3246617,0.2468,801170,24,0.624,0.7331,254.84,0.0693,0.5201,0.4079,0.5058,moderate 5948,Kenya,2021,rural,Health,Mid_Level,51.68,1841019,0.1505,1563969,0.3523,550950,36,0.6657,0.8633,624.25,0.0815,0.7557,0.6597,0.6615,high 5949,Ethiopia,2024,rural,ICT,Mid_Level,126.0,1448606,0.4881,741517,0.1673,124058,10,0.5794,0.6506,135.28,0.0716,0.3195,0.2209,0.3464,critical 5950,Tanzania,2023,rural,Security,Executive,65.05,1226696,0.2161,961575,0.2047,196794,15,0.5902,0.6994,1235.93,0.0521,0.5507,0.4666,0.4913,low 5951,Rwanda,2025,capital,Infrastructure,Senior,14.34,484411,0.0966,437624,0.4648,203426,45,0.6605,0.8998,945.32,0.0787,0.7963,0.7,0.7392,high 5952,Rwanda,2021,capital,Infrastructure,Junior,13.04,347591,0.1107,309102,0.4465,138020,63,0.6448,0.7972,564.08,0.0945,0.6076,0.5854,0.7303,high 5953,DRC,2022,remote,Finance,Mid_Level,98.59,565838,0.5102,277131,0.1,27713,8,0.5922,0.6064,125.9,0.0658,0.2819,0.1907,0.3057,critical 5954,Mozambique,2025,urban,Education,Junior,33.89,349630,0.2843,250225,0.2253,56370,12,0.5047,0.5926,148.77,0.0659,0.3088,0.1961,0.4046,low 5955,Rwanda,2018,urban,Health,Senior,12.14,407153,0.1263,355710,0.4006,142499,47,0.7093,0.8417,822.17,0.0803,0.6177,0.5599,0.6801,high 5956,Uganda,2023,rural,Health,Junior,47.48,348193,0.4242,200497,0.1898,38059,14,0.5946,0.6926,217.83,0.0696,0.5218,0.3988,0.4224,low 5957,Senegal,2023,rural,Education,Director,17.53,367032,0.2087,290448,0.2262,65688,22,0.6065,0.7505,721.78,0.0561,0.5144,0.3546,0.5088,moderate 5958,Kenya,2025,rural,Education,Junior,56.15,1769224,0.1548,1495390,0.3399,508281,24,0.5535,0.8333,358.48,0.0721,0.7591,0.7416,0.6314,moderate 5959,Tanzania,2021,rural,Social_Services,Junior,61.31,1206183,0.2997,844681,0.2385,201445,17,0.5707,0.6982,287.62,0.0652,0.5184,0.4531,0.4791,low 5960,Senegal,2018,urban,Education,Mid_Level,15.34,287947,0.1481,245301,0.3084,75639,21,0.6581,0.6819,313.0,0.0648,0.5574,0.4468,0.5453,moderate 5961,Tanzania,2021,urban,Health,Mid_Level,61.31,1104734,0.2185,863351,0.3144,271454,15,0.5141,0.791,250.96,0.0504,0.5448,0.3833,0.5229,moderate 5962,Mozambique,2020,capital,Education,Junior,29.66,316319,0.2679,231563,0.246,56967,9,0.5049,0.6681,124.0,0.0611,0.2634,0.1617,0.4097,low 5963,DRC,2023,rural,Health,Senior,101.74,659313,0.4257,378648,0.1224,46340,6,0.5765,0.6077,215.67,0.0638,0.2717,0.2292,0.3304,critical 5964,Senegal,2024,rural,Infrastructure,Mid_Level,18.0,416190,0.1817,340577,0.2484,84597,27,0.6578,0.6865,303.63,0.0495,0.5277,0.3739,0.5273,moderate 5965,Mozambique,2020,rural,Health,Director,29.66,337246,0.3334,224819,0.1639,36837,15,0.4965,0.5868,294.43,0.0561,0.2984,0.2012,0.3831,low 5966,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,962078,0.2205,749987,0.254,190486,22,0.6387,0.7197,272.66,0.0571,0.4848,0.4389,0.5137,moderate 5967,Botswana,2019,urban,Agriculture,Senior,2.41,122077,0.108,108891,0.4895,53306,35,0.7357,0.8684,947.29,0.0948,0.7849,0.5893,0.7006,high 5968,Kenya,2022,capital,Finance,Junior,52.76,2075990,0.1294,1807447,0.5148,930466,40,0.6692,0.8237,601.62,0.0751,0.7044,0.5594,0.6963,high 5969,Ethiopia,2022,rural,Administration,Junior,119.93,1354567,0.3569,871159,0.1591,138634,11,0.568,0.5965,105.62,0.0558,0.3091,0.2231,0.3708,low 5970,Senegal,2025,urban,Education,Junior,18.49,428182,0.1761,352760,0.3868,136463,19,0.6349,0.7755,177.88,0.0713,0.4629,0.3321,0.546,moderate 5971,Tanzania,2021,urban,Finance,Senior,61.31,976805,0.2227,759258,0.3066,232798,13,0.6307,0.8091,334.06,0.0601,0.4615,0.4012,0.5111,moderate 5972,Uganda,2019,urban,Education,Junior,41.86,291449,0.2738,211664,0.2519,53315,12,0.5233,0.7842,228.39,0.0661,0.5718,0.471,0.4964,low 5973,Kenya,2019,remote,Social_Services,Junior,49.57,1980364,0.2662,1453214,0.2574,374085,37,0.7433,0.7982,582.44,0.0929,0.7,0.5975,0.5898,moderate 5974,DRC,2021,remote,Justice,Mid_Level,95.53,506172,0.6,202468,0.1,20246,10,0.5428,0.6649,155.95,0.0661,0.2988,0.2041,0.3,critical 5975,DRC,2025,remote,Infrastructure,Junior,108.36,705084,0.5182,339693,0.1,33969,5,0.5728,0.5913,123.33,0.0719,0.2844,0.2243,0.2975,critical 5976,Mozambique,2019,capital,Education,Senior,28.88,299805,0.2899,212877,0.2021,43024,9,0.5436,0.5895,178.63,0.071,0.3134,0.2005,0.3904,low 5977,South Africa,2019,urban,Infrastructure,Mid_Level,59.58,3200938,0.2029,2551430,0.4495,1146793,37,0.5797,0.835,378.78,0.0753,0.6763,0.7091,0.6679,high 5978,Tanzania,2025,urban,Justice,Junior,69.01,1161183,0.1703,963453,0.2982,287322,20,0.5975,0.7077,287.16,0.0501,0.4484,0.349,0.5179,moderate 5979,DRC,2023,urban,Administration,Junior,101.74,690436,0.2887,491092,0.1857,91175,6,0.4491,0.6199,108.23,0.0656,0.3358,0.1909,0.3849,low 5980,Botswana,2020,capital,Administration,Junior,2.45,108066,0.0995,97315,0.5513,53646,38,0.7069,0.8079,620.2,0.0866,0.6565,0.537,0.6985,high 5981,Kenya,2019,urban,Social_Services,Junior,49.57,1683203,0.1574,1418254,0.4303,610325,28,0.5537,0.9095,493.97,0.0891,0.7152,0.5746,0.6536,high 5982,South Africa,2019,capital,Health,Mid_Level,59.58,3432815,0.1633,2872375,0.6054,1738837,49,0.7891,0.8958,493.41,0.0751,0.6116,0.7633,0.7549,high 5983,Mozambique,2020,capital,Health,Junior,29.66,328164,0.302,229062,0.1998,45768,14,0.5707,0.6226,105.16,0.0576,0.2679,0.212,0.4008,low 5984,Botswana,2018,rural,Justice,Junior,2.38,106837,0.1623,89499,0.4361,39026,44,0.7667,0.8977,582.77,0.0867,0.7371,0.6231,0.6991,high 5985,Rwanda,2018,urban,Justice,Junior,12.14,361355,0.0974,326168,0.4554,148544,41,0.6993,0.8747,478.84,0.0721,0.6536,0.5713,0.6957,high 5986,Nigeria,2025,capital,Finance,Mid_Level,235.75,4956809,0.2201,3865809,0.3476,1343838,20,0.6496,0.6922,241.28,0.0525,0.4319,0.3448,0.5134,moderate 5987,Senegal,2019,rural,Justice,Director,15.76,394251,0.2487,296189,0.2572,76166,20,0.5713,0.8198,658.52,0.0659,0.4347,0.4758,0.5161,moderate 5988,Botswana,2022,urban,Social_Services,Junior,2.52,96962,0.149,82519,0.4826,39822,34,0.7191,0.8288,606.31,0.0938,0.6363,0.538,0.6602,high 5989,Ethiopia,2018,urban,Health,Director,108.65,1471491,0.3077,1018729,0.2103,214219,9,0.5897,0.6038,237.15,0.0547,0.3075,0.217,0.3912,low 5990,Nigeria,2025,capital,Education,Junior,235.75,4067399,0.2234,3158944,0.352,1111940,21,0.5756,0.7299,195.64,0.0694,0.4429,0.4126,0.5297,moderate 5991,Uganda,2025,urban,Finance,Mid_Level,50.57,375020,0.2403,284897,0.2429,69196,10,0.5048,0.7769,186.27,0.0664,0.4891,0.4086,0.4819,low 5992,Rwanda,2020,rural,Justice,Junior,12.73,426417,0.1491,362845,0.3511,127383,50,0.6146,0.8408,402.99,0.0803,0.7843,0.6425,0.6943,high 5993,DRC,2019,rural,Education,Director,89.7,526272,0.537,243656,0.1193,29079,6,0.5497,0.5875,356.96,0.0694,0.3043,0.1798,0.2971,critical 5994,Kenya,2019,rural,Education,Mid_Level,49.57,1923916,0.199,1541032,0.2734,421333,39,0.56,0.8201,462.3,0.0791,0.7325,0.7777,0.6401,moderate 5995,Rwanda,2019,rural,Education,Junior,12.43,408189,0.1193,359480,0.2876,103388,45,0.6677,0.835,526.0,0.0875,0.73,0.712,0.674,high 5996,Ghana,2022,urban,Health,Executive,32.62,853728,0.1606,716641,0.4066,291415,25,0.5827,0.7673,833.63,0.0713,0.4907,0.4115,0.5793,moderate 5997,Tanzania,2018,remote,Security,Junior,56.11,988087,0.2984,693223,0.1672,115903,17,0.6152,0.7602,241.19,0.0522,0.5668,0.3685,0.4673,low 5998,Nigeria,2018,urban,Education,Junior,198.33,4344058,0.214,3414260,0.3259,1112696,23,0.5935,0.7837,247.39,0.0563,0.5005,0.4766,0.5507,moderate 5999,Ghana,2018,remote,Security,Director,30.01,694022,0.2858,495681,0.1854,91901,18,0.5659,0.6884,663.47,0.0615,0.5668,0.4658,0.4764,low 6000,Ethiopia,2020,remote,Health,Mid_Level,114.15,1402851,0.4946,709063,0.1316,93295,9,0.5409,0.6741,103.28,0.0508,0.3175,0.1749,0.3321,critical 6001,Botswana,2019,capital,Justice,Junior,2.41,116445,0.115,103051,0.5772,59483,55,0.7368,0.8052,645.08,0.0739,0.6945,0.6179,0.7551,high 6002,Senegal,2023,urban,Education,Mid_Level,17.53,384695,0.1307,334401,0.3673,122826,17,0.6465,0.7866,231.04,0.0494,0.4742,0.4242,0.5595,moderate 6003,South Africa,2025,rural,Justice,Junior,62.5,3043357,0.2545,2268857,0.3466,786493,48,0.5966,0.8699,502.67,0.0898,0.6306,0.5715,0.6437,moderate 6004,DRC,2021,rural,Health,Director,95.53,632190,0.4081,374179,0.1326,49609,9,0.4949,0.6974,311.35,0.0673,0.3092,0.1838,0.3575,low 6005,DRC,2023,rural,Security,Senior,101.74,637265,0.4673,339444,0.114,38686,9,0.5865,0.6936,135.86,0.0578,0.2869,0.2301,0.3399,critical 6006,Nigeria,2020,remote,Social_Services,Senior,208.37,3675325,0.4464,2034726,0.173,351949,14,0.5766,0.8047,426.3,0.0649,0.5662,0.4748,0.4414,low 6007,Nigeria,2024,rural,Education,Mid_Level,230.0,4641287,0.2975,3260561,0.2621,854611,25,0.547,0.7933,266.66,0.0654,0.5001,0.4314,0.5158,moderate 6008,Nigeria,2023,rural,ICT,Junior,224.39,4213180,0.3173,2876211,0.2315,665905,19,0.5634,0.7917,183.54,0.0588,0.525,0.3855,0.4859,low 6009,Ethiopia,2018,remote,Education,Director,108.65,1468619,0.4487,809672,0.125,101183,8,0.4851,0.658,306.55,0.0692,0.3159,0.2187,0.3412,critical 6010,Ghana,2024,capital,Education,Mid_Level,34.0,920363,0.1796,755091,0.4668,352477,27,0.5425,0.7166,266.03,0.0632,0.4259,0.3993,0.5793,moderate 6011,Nigeria,2025,capital,Education,Mid_Level,235.75,5333157,0.166,4447995,0.3963,1762808,17,0.5337,0.7158,307.9,0.052,0.4359,0.4474,0.5458,moderate 6012,Tanzania,2024,urban,ICT,Director,67.0,1068991,0.1707,886487,0.2969,263168,19,0.4909,0.7668,758.47,0.0595,0.437,0.3504,0.5228,moderate 6013,DRC,2022,rural,Health,Mid_Level,98.59,557377,0.4038,332332,0.122,40542,8,0.4941,0.6859,88.62,0.0545,0.295,0.1986,0.3518,low 6014,Uganda,2022,urban,Health,Director,46.01,325624,0.2166,255088,0.2786,71055,11,0.5703,0.7736,626.13,0.0561,0.5284,0.4147,0.5033,moderate 6015,Kenya,2020,capital,Health,Mid_Level,50.61,1746932,0.1285,1522499,0.4145,631076,44,0.6876,0.8011,411.02,0.092,0.6125,0.5479,0.6677,high 6016,Mozambique,2024,remote,Finance,Junior,33.0,348743,0.4362,196612,0.1226,24095,14,0.6193,0.5854,151.65,0.0644,0.2594,0.2175,0.3421,critical 6017,Rwanda,2025,urban,Security,Junior,14.34,450139,0.1092,401000,0.4106,164654,35,0.6907,0.8027,472.77,0.0926,0.7728,0.6857,0.6791,high 6018,Botswana,2020,capital,Health,Director,2.45,114557,0.1081,102170,0.6528,66697,45,0.6602,0.7864,938.42,0.0854,0.6066,0.5413,0.7314,high 6019,Botswana,2025,urban,Administration,Junior,2.64,134792,0.1364,116402,0.4988,58059,55,0.6346,0.9171,548.31,0.0803,0.7799,0.5235,0.746,high 6020,Ethiopia,2022,rural,Health,Junior,119.93,1302766,0.3774,811107,0.1698,137713,12,0.5726,0.6568,119.46,0.0514,0.3225,0.2329,0.3822,low 6021,Mozambique,2020,capital,Security,Mid_Level,29.66,264769,0.2295,204000,0.2056,41949,10,0.5037,0.6612,145.29,0.0621,0.2695,0.1713,0.4123,low 6022,DRC,2025,capital,Administration,Mid_Level,108.36,553749,0.2873,394660,0.1863,73513,6,0.5906,0.589,108.37,0.0563,0.3181,0.2389,0.3838,low 6023,Kenya,2025,urban,Security,Director,56.15,2112851,0.1162,1867384,0.4954,925025,33,0.6175,0.7764,1519.68,0.0933,0.783,0.5704,0.6791,high 6024,DRC,2018,urban,Education,Junior,86.92,523147,0.43,298167,0.1585,47254,6,0.4778,0.662,133.6,0.059,0.3283,0.1612,0.3454,critical 6025,Senegal,2022,rural,Administration,Junior,17.07,361143,0.2155,283332,0.2578,73054,19,0.5777,0.6994,230.65,0.0707,0.4528,0.3419,0.4925,low 6026,DRC,2018,rural,Agriculture,Junior,86.92,506484,0.4209,293327,0.1272,37296,6,0.5642,0.6292,118.23,0.0674,0.3029,0.1909,0.3353,critical 6027,Mozambique,2021,rural,Health,Junior,30.47,309849,0.3384,204991,0.1489,30521,10,0.5622,0.6011,120.16,0.066,0.2834,0.2211,0.3682,low 6028,South Africa,2020,rural,Social_Services,Junior,60.06,2957951,0.2706,2157554,0.3161,682019,31,0.5333,0.8102,526.88,0.0722,0.7984,0.6398,0.6042,moderate 6029,South Africa,2022,capital,Security,Junior,61.02,3660892,0.1715,3033015,0.4609,1397996,37,0.6315,0.8576,591.19,0.0918,0.7165,0.7013,0.6853,high 6030,Rwanda,2020,capital,Health,Junior,12.73,408158,0.0848,373558,0.5355,200023,37,0.7086,0.8713,463.74,0.0903,0.7409,0.737,0.7337,high 6031,Nigeria,2023,capital,Agriculture,Mid_Level,224.39,4921290,0.1743,4063426,0.3304,1342371,15,0.5518,0.6758,267.89,0.0516,0.4477,0.3358,0.5062,moderate 6032,Ghana,2021,capital,Health,Junior,31.94,852723,0.1283,743277,0.3888,288982,20,0.538,0.7081,227.95,0.0664,0.5207,0.3726,0.5607,moderate 6033,Ghana,2023,urban,Finance,Mid_Level,33.3,846781,0.1711,701856,0.3577,251078,27,0.5892,0.762,236.92,0.067,0.5659,0.471,0.5821,moderate 6034,Kenya,2018,urban,Education,Junior,48.55,1871930,0.1441,1602259,0.4491,719652,43,0.7009,0.9215,551.07,0.0665,0.5987,0.7477,0.7066,high 6035,Nigeria,2022,urban,Agriculture,Junior,218.92,4109593,0.2115,3240210,0.3422,1108942,21,0.6599,0.7944,287.1,0.067,0.4276,0.4769,0.5448,moderate 6036,Senegal,2025,capital,Social_Services,Junior,18.49,433088,0.1304,376595,0.4349,163767,27,0.6657,0.6838,185.34,0.0607,0.5569,0.3552,0.5874,moderate 6037,Rwanda,2019,urban,Administration,Director,12.43,421269,0.1084,375604,0.5226,196305,64,0.849,0.8393,1062.94,0.0881,0.6502,0.6118,0.7657,high 6038,DRC,2022,remote,Infrastructure,Junior,98.59,605711,0.4986,303683,0.1,30368,6,0.5365,0.617,128.31,0.0639,0.2978,0.1602,0.3037,critical 6039,South Africa,2018,urban,Education,Mid_Level,59.11,3204671,0.1687,2664041,0.5006,1333648,51,0.7319,0.7984,398.63,0.0944,0.8009,0.6392,0.7242,high 6040,Ethiopia,2024,rural,Health,Senior,126.0,1452750,0.433,823708,0.1787,147223,10,0.5539,0.69,213.07,0.0631,0.2584,0.2299,0.3638,low 6041,Tanzania,2022,urban,Social_Services,Junior,63.15,999870,0.1787,821170,0.3461,284222,21,0.5823,0.7982,305.72,0.0672,0.5744,0.4735,0.5689,moderate 6042,Mozambique,2022,rural,ICT,Director,31.29,311115,0.3416,204836,0.1296,26545,9,0.4588,0.6827,305.91,0.0589,0.2551,0.1979,0.3672,low 6043,Kenya,2018,rural,ICT,Senior,48.55,1542842,0.1901,1249592,0.2976,371867,35,0.6322,0.8088,767.81,0.0857,0.7391,0.5674,0.6163,moderate 6044,Nigeria,2018,rural,Security,Mid_Level,198.33,4125689,0.3463,2697097,0.2303,621115,19,0.5799,0.778,248.86,0.0651,0.4661,0.3395,0.4658,low 6045,Ethiopia,2018,capital,Health,Executive,108.65,1404770,0.2842,1005475,0.2229,224094,11,0.625,0.632,445.83,0.0684,0.2897,0.2303,0.409,low 6046,Ethiopia,2019,remote,Health,Mid_Level,111.37,1263277,0.5901,517848,0.1081,55970,10,0.5411,0.6224,119.02,0.071,0.3232,0.1647,0.2966,critical 6047,Ghana,2025,rural,Education,Director,34.71,866646,0.2442,655052,0.2588,169544,32,0.5911,0.7713,656.25,0.0651,0.4361,0.3994,0.5329,moderate 6048,Rwanda,2019,capital,Infrastructure,Mid_Level,12.43,367921,0.0914,334294,0.4756,159001,35,0.6579,0.9198,497.24,0.0734,0.6597,0.5878,0.6963,high 6049,Mozambique,2021,capital,Education,Director,30.47,300549,0.2096,237563,0.1843,43794,15,0.6072,0.6194,269.47,0.0661,0.3127,0.2128,0.4267,low 6050,Ethiopia,2020,remote,Security,Mid_Level,114.15,1245269,0.4838,642815,0.115,73949,8,0.4844,0.6726,130.79,0.0612,0.3102,0.2378,0.3335,critical 6051,Botswana,2018,rural,Social_Services,Junior,2.38,100888,0.1713,83610,0.4142,34631,54,0.7509,0.8744,618.66,0.081,0.6708,0.5689,0.7009,high 6052,Ghana,2019,urban,Health,Mid_Level,30.64,852341,0.1902,690222,0.4406,304078,31,0.6415,0.6946,204.42,0.0565,0.4506,0.3863,0.578,moderate 6053,South Africa,2025,remote,Justice,Mid_Level,62.5,3662324,0.3377,2425577,0.2983,723498,43,0.6693,0.8287,481.41,0.0691,0.6502,0.7189,0.6089,moderate 6054,Kenya,2023,urban,Infrastructure,Junior,53.87,1737852,0.1137,1540185,0.4441,684012,37,0.5511,0.7715,406.01,0.088,0.7491,0.6286,0.6786,high 6055,Uganda,2025,urban,Security,Mid_Level,50.57,456871,0.2299,351844,0.2383,83842,15,0.586,0.8007,248.49,0.052,0.4793,0.445,0.5021,moderate 6056,South Africa,2020,rural,Health,Junior,60.06,3385219,0.2149,2657683,0.3776,1003642,51,0.6075,0.7706,530.61,0.0945,0.698,0.641,0.6677,high 6057,Uganda,2019,urban,Health,Mid_Level,41.86,366603,0.3003,256501,0.2701,69277,14,0.5856,0.8153,286.32,0.06,0.5616,0.478,0.5037,moderate 6058,DRC,2023,remote,Administration,Mid_Level,101.74,572749,0.6,229099,0.1,22909,7,0.5119,0.6952,115.22,0.0629,0.3328,0.1709,0.2971,critical 6059,Senegal,2023,rural,Infrastructure,Director,17.53,389002,0.1864,316478,0.2691,85178,20,0.6655,0.797,488.86,0.057,0.4486,0.4647,0.5316,moderate 6060,Nigeria,2018,urban,Education,Mid_Level,198.33,4314373,0.1821,3528626,0.3065,1081679,24,0.5589,0.7214,217.48,0.0644,0.5578,0.3801,0.5431,moderate 6061,Uganda,2025,capital,Administration,Junior,50.57,364412,0.2572,270694,0.2777,75164,11,0.5424,0.7015,253.23,0.0704,0.4256,0.3787,0.4683,low 6062,Uganda,2022,urban,Agriculture,Junior,46.01,371789,0.2873,264974,0.2831,75023,10,0.476,0.7783,196.8,0.0554,0.4918,0.3905,0.4789,low 6063,Kenya,2018,urban,Finance,Junior,48.55,1708183,0.1475,1456309,0.505,735392,44,0.7141,0.805,598.88,0.0747,0.6354,0.6046,0.6941,high 6064,Mozambique,2018,urban,Social_Services,Junior,28.12,239070,0.2507,179138,0.18,32237,13,0.4957,0.6368,129.94,0.0538,0.2703,0.231,0.4105,low 6065,Nigeria,2019,remote,Administration,Director,203.29,4044054,0.4082,2393262,0.1663,398052,14,0.5593,0.6903,729.6,0.0602,0.4346,0.4351,0.415,low 6066,Tanzania,2021,urban,Agriculture,Senior,61.31,984658,0.1674,819834,0.2776,227603,15,0.602,0.7641,276.56,0.0677,0.4318,0.3531,0.5082,moderate 6067,Tanzania,2025,urban,Education,Junior,69.01,1122458,0.1608,941960,0.3402,320439,20,0.5584,0.7883,217.43,0.0562,0.5576,0.3559,0.5544,moderate 6068,DRC,2024,urban,Administration,Junior,105.0,590706,0.3676,373588,0.1502,56102,5,0.489,0.6411,84.9,0.0669,0.2801,0.1741,0.3497,critical 6069,Mozambique,2023,remote,Finance,Junior,32.13,321051,0.4144,188017,0.1018,19148,11,0.6247,0.6357,87.61,0.0541,0.3386,0.2272,0.3513,low 6070,Ghana,2022,urban,Security,Director,32.62,800634,0.2016,639231,0.4286,273944,20,0.5602,0.783,525.43,0.0557,0.4779,0.4758,0.5696,moderate 6071,Kenya,2023,urban,Finance,Mid_Level,53.87,2107698,0.1204,1853827,0.4719,874776,29,0.6672,0.8906,557.54,0.0725,0.8033,0.6067,0.6849,high 6072,Mozambique,2025,capital,Education,Junior,33.89,298304,0.2505,223586,0.237,52986,13,0.5643,0.5867,143.92,0.0558,0.3046,0.2257,0.4202,low 6073,Nigeria,2018,urban,ICT,Junior,198.33,3805508,0.2609,2812630,0.2924,822459,22,0.6213,0.7115,196.76,0.0662,0.4593,0.4444,0.51,moderate 6074,South Africa,2025,capital,Education,Mid_Level,62.5,3377772,0.153,2861023,0.5349,1530225,50,0.7582,0.859,448.11,0.0648,0.7373,0.5604,0.7291,high 6075,Tanzania,2019,capital,Administration,Mid_Level,57.79,1134853,0.1419,973864,0.3335,324810,19,0.6479,0.7649,194.72,0.0651,0.4785,0.3588,0.5439,moderate 6076,Ethiopia,2024,rural,Infrastructure,Senior,126.0,1712001,0.4433,953029,0.1766,168266,9,0.6009,0.6785,224.35,0.0687,0.287,0.2308,0.3594,low 6077,Mozambique,2022,rural,Security,Director,31.29,332030,0.4179,193281,0.1655,31981,14,0.5748,0.6826,255.95,0.0612,0.3433,0.1737,0.376,low 6078,Ethiopia,2025,rural,Education,Director,129.15,1515075,0.4153,885878,0.1592,140994,8,0.554,0.6528,386.9,0.0666,0.2944,0.2312,0.3564,low 6079,Botswana,2025,urban,ICT,Mid_Level,2.64,108756,0.1273,94914,0.526,49924,45,0.6138,0.7997,468.2,0.0882,0.6437,0.5411,0.7006,high 6080,Uganda,2020,urban,Health,Junior,43.2,354619,0.3051,246442,0.2737,67453,17,0.5983,0.7561,258.99,0.055,0.447,0.4048,0.4832,low 6081,Senegal,2020,urban,Justice,Mid_Level,16.18,318360,0.138,274420,0.3897,106930,20,0.5247,0.767,320.12,0.0625,0.5153,0.4622,0.5757,moderate 6082,Kenya,2019,urban,Education,Mid_Level,49.57,1770077,0.1542,1497096,0.4508,674844,37,0.6453,0.7744,491.24,0.0654,0.7239,0.5811,0.6633,high 6083,Nigeria,2018,rural,Education,Mid_Level,198.33,4189009,0.2999,2932631,0.2041,598449,23,0.5695,0.7131,286.43,0.0669,0.5469,0.443,0.4895,low 6084,Mozambique,2019,rural,Education,Junior,28.88,267988,0.3408,176659,0.1474,26036,12,0.5887,0.6108,118.05,0.0623,0.288,0.1777,0.3698,low 6085,South Africa,2018,capital,Infrastructure,Junior,59.11,3485952,0.1646,2912221,0.4755,1384781,32,0.5435,0.9105,419.5,0.095,0.8001,0.5835,0.6827,high 6086,DRC,2025,urban,Education,Director,108.36,668476,0.3866,410019,0.1608,65933,8,0.5757,0.6072,387.77,0.0672,0.2791,0.216,0.3541,low 6087,DRC,2018,rural,Social_Services,Junior,86.92,491027,0.5086,241300,0.1274,30752,5,0.5085,0.6474,133.12,0.0564,0.2874,0.1774,0.3108,critical 6088,Rwanda,2025,capital,Infrastructure,Junior,14.34,369458,0.1035,331227,0.4534,150193,52,0.7345,0.9309,479.29,0.0664,0.6917,0.5548,0.7318,high 6089,Senegal,2022,urban,Finance,Senior,17.07,361142,0.1789,296546,0.3818,113214,20,0.5479,0.678,437.61,0.0656,0.4476,0.3451,0.5317,moderate 6090,Uganda,2024,capital,Social_Services,Junior,49.0,389951,0.2102,307996,0.278,85608,15,0.6192,0.7637,206.64,0.0613,0.4513,0.4026,0.5044,moderate 6091,Tanzania,2019,rural,Social_Services,Mid_Level,57.79,1007451,0.2997,705503,0.2148,151554,16,0.5005,0.8052,195.8,0.0707,0.5348,0.4546,0.4885,low 6092,Nigeria,2021,urban,Infrastructure,Senior,213.58,4234476,0.2047,3367622,0.3359,1131146,14,0.5964,0.7747,312.99,0.0532,0.5411,0.3671,0.5248,moderate 6093,Uganda,2022,rural,Agriculture,Junior,46.01,363707,0.3993,218461,0.215,46961,14,0.4916,0.7548,266.22,0.0676,0.5402,0.3795,0.4441,low 6094,Tanzania,2023,urban,Education,Junior,65.05,1244801,0.2157,976303,0.3281,320358,16,0.5656,0.7045,278.68,0.0566,0.4737,0.3757,0.5087,moderate 6095,Nigeria,2018,urban,Infrastructure,Junior,198.33,3813698,0.2688,2788693,0.3259,908907,18,0.5868,0.7298,193.26,0.0672,0.5445,0.4369,0.5169,moderate 6096,Rwanda,2020,urban,Finance,Mid_Level,12.73,406964,0.1034,364877,0.5004,182582,53,0.7627,0.886,581.69,0.0822,0.724,0.5481,0.7419,high 6097,Uganda,2022,remote,Education,Junior,46.01,378796,0.4136,222132,0.137,30424,18,0.497,0.7115,270.11,0.0682,0.4451,0.3698,0.4141,low 6098,Ghana,2024,capital,Health,Junior,34.0,951220,0.1803,779697,0.4159,324262,31,0.5481,0.6806,248.34,0.0666,0.436,0.3757,0.5696,moderate 6099,DRC,2019,rural,Education,Mid_Level,89.7,458705,0.4662,244842,0.1049,25691,9,0.56,0.6567,107.72,0.0486,0.2897,0.1764,0.3273,critical 6100,Botswana,2021,capital,Infrastructure,Senior,2.49,109026,0.0918,99012,0.5902,58431,56,0.8195,0.8295,718.57,0.0733,0.7857,0.5746,0.775,high 6101,Mozambique,2022,rural,Health,Mid_Level,31.29,318863,0.3495,207415,0.1299,26946,11,0.62,0.7095,112.09,0.0671,0.3249,0.2353,0.385,low 6102,Senegal,2023,urban,ICT,Junior,17.53,343221,0.1608,288036,0.4008,115447,23,0.6123,0.7247,284.98,0.0523,0.4395,0.4598,0.5661,moderate 6103,South Africa,2022,rural,Health,Mid_Level,61.02,2871703,0.1959,2309013,0.3284,758385,28,0.7016,0.8756,621.14,0.0687,0.7621,0.5439,0.6151,moderate 6104,Rwanda,2019,rural,Health,Senior,12.43,419221,0.1174,370014,0.38,140602,51,0.7284,0.9076,827.18,0.0948,0.7879,0.5853,0.7166,high 6105,South Africa,2023,urban,Health,Junior,61.51,2820225,0.1727,2333274,0.4213,983008,32,0.7214,0.9249,530.58,0.0955,0.6923,0.6457,0.6647,high 6106,Uganda,2021,capital,Education,Mid_Level,44.58,358120,0.2408,271896,0.2871,78049,16,0.6403,0.7951,223.41,0.0549,0.5577,0.3547,0.5121,moderate 6107,Senegal,2018,urban,Infrastructure,Junior,15.34,306737,0.1462,261899,0.3581,93797,25,0.6868,0.7049,279.55,0.0535,0.5147,0.3609,0.5588,moderate 6108,DRC,2021,rural,ICT,Junior,95.53,629064,0.5241,299360,0.1217,36432,9,0.513,0.6669,94.52,0.0669,0.2852,0.2389,0.3243,critical 6109,Rwanda,2021,remote,Education,Junior,13.04,426636,0.2075,338115,0.2511,84907,36,0.6149,0.9019,493.79,0.087,0.6745,0.5286,0.6065,moderate 6110,DRC,2023,urban,Infrastructure,Director,101.74,559551,0.3384,370209,0.148,54787,5,0.5063,0.5978,263.94,0.0684,0.2589,0.2107,0.3515,low 6111,Rwanda,2021,urban,Infrastructure,Junior,13.04,342047,0.1247,299407,0.4194,125563,55,0.7746,0.8002,397.73,0.0932,0.6004,0.6334,0.7046,high 6112,DRC,2018,urban,Education,Director,86.92,492488,0.4029,294088,0.1588,46689,8,0.5602,0.6724,363.0,0.0556,0.2989,0.2268,0.3624,low 6113,Kenya,2020,capital,Education,Junior,50.61,1589549,0.1047,1423061,0.4155,591336,29,0.6912,0.8689,449.28,0.0896,0.7208,0.5685,0.6595,high 6114,DRC,2022,remote,Health,Executive,98.59,578086,0.5973,232799,0.1,23279,6,0.5046,0.7108,548.65,0.0705,0.3209,0.2278,0.3022,critical 6115,Ghana,2018,remote,Social_Services,Mid_Level,30.01,795746,0.3326,531046,0.1817,96497,21,0.6608,0.7201,190.52,0.0644,0.4819,0.4521,0.4662,low 6116,Uganda,2022,remote,Security,Mid_Level,46.01,367401,0.3715,230895,0.129,29779,17,0.6125,0.7065,257.75,0.0559,0.5352,0.4511,0.4365,low 6117,DRC,2021,rural,Education,Mid_Level,95.53,614479,0.4074,364169,0.1027,37384,8,0.5781,0.6666,97.14,0.0601,0.2915,0.2355,0.3465,critical 6118,South Africa,2023,urban,Education,Junior,61.51,2902727,0.1849,2366064,0.5008,1185018,29,0.5992,0.8953,393.58,0.0889,0.6912,0.538,0.6587,high 6119,Ghana,2025,capital,Health,Mid_Level,34.71,776478,0.1311,674665,0.4417,298028,19,0.6565,0.7968,305.73,0.0641,0.5068,0.4295,0.5883,moderate 6120,Ghana,2022,rural,Education,Junior,32.62,858909,0.2112,677531,0.3203,217017,19,0.6039,0.7947,217.62,0.0641,0.5685,0.4726,0.5481,moderate 6121,Ghana,2019,capital,Education,Junior,30.64,683551,0.1526,579261,0.3586,207710,18,0.6518,0.7829,221.85,0.0509,0.4969,0.4156,0.5552,moderate 6122,Rwanda,2020,urban,Finance,Mid_Level,12.73,372744,0.1081,332448,0.4096,136183,41,0.6576,0.8551,582.03,0.0698,0.7414,0.6386,0.6941,high 6123,Uganda,2018,capital,Infrastructure,Mid_Level,40.56,359728,0.2143,282627,0.3286,92858,12,0.5728,0.7005,268.92,0.0545,0.4817,0.4234,0.5041,moderate 6124,Ghana,2022,capital,Agriculture,Mid_Level,32.62,874341,0.1825,714741,0.3818,272888,27,0.5812,0.7104,281.97,0.0603,0.5591,0.3585,0.5656,moderate 6125,Tanzania,2019,urban,Justice,Mid_Level,57.79,1017517,0.2095,804385,0.3109,250121,19,0.6205,0.8223,211.67,0.0624,0.5152,0.3567,0.5334,moderate 6126,Senegal,2025,rural,Education,Executive,18.49,373173,0.1946,300539,0.2186,65701,16,0.4928,0.815,1214.05,0.0643,0.4831,0.4403,0.5106,moderate 6127,Rwanda,2021,remote,Health,Junior,13.04,377128,0.2046,299979,0.2657,79712,44,0.5947,0.8607,518.42,0.065,0.7692,0.7168,0.653,high 6128,Kenya,2021,capital,Infrastructure,Mid_Level,51.68,2031653,0.1073,1813654,0.5207,944395,35,0.5543,0.9012,523.6,0.0656,0.7383,0.665,0.7164,high 6129,Mozambique,2021,capital,Administration,Director,30.47,344528,0.2695,251668,0.1877,47236,12,0.6029,0.7142,311.12,0.0565,0.2956,0.206,0.4168,low 6130,Kenya,2024,remote,Education,Junior,55.0,2119117,0.2215,1649834,0.2238,369238,27,0.5503,0.8215,358.74,0.0951,0.7098,0.7341,0.5857,moderate 6131,Mozambique,2021,remote,Finance,Junior,30.47,325420,0.492,165313,0.1017,16816,8,0.4719,0.6188,91.73,0.0604,0.2854,0.216,0.3154,critical 6132,Uganda,2021,capital,Finance,Mid_Level,44.58,358816,0.2328,275272,0.2873,79092,16,0.6003,0.7694,260.44,0.0566,0.537,0.4604,0.5188,moderate 6133,Uganda,2019,remote,Education,Junior,41.86,351647,0.4389,197318,0.1716,33858,14,0.5817,0.6973,237.92,0.0644,0.4431,0.412,0.4083,low 6134,Ethiopia,2025,urban,Agriculture,Mid_Level,129.15,1705841,0.2712,1243262,0.2342,291157,10,0.5472,0.6678,141.09,0.0652,0.2599,0.1983,0.4117,low 6135,Botswana,2023,capital,Education,Junior,2.56,108928,0.1236,95463,0.6252,59688,49,0.6198,0.8881,568.09,0.0654,0.7111,0.6507,0.7673,high 6136,Uganda,2023,rural,Health,Junior,47.48,416911,0.3627,265678,0.2189,58149,12,0.6201,0.7444,247.99,0.055,0.544,0.4315,0.4533,low 6137,Tanzania,2024,urban,Social_Services,Junior,67.0,1135001,0.2365,866547,0.287,248706,14,0.5703,0.7899,195.8,0.0672,0.5706,0.4021,0.5134,moderate 6138,Senegal,2025,capital,Agriculture,Senior,18.49,401419,0.1628,336074,0.4018,135044,18,0.6407,0.7307,272.79,0.0536,0.5449,0.435,0.5623,moderate 6139,Mozambique,2023,capital,Justice,Mid_Level,32.13,285674,0.2501,214236,0.2042,43739,13,0.5384,0.6736,150.06,0.0583,0.3339,0.1881,0.4243,low 6140,Senegal,2020,capital,Security,Mid_Level,16.18,316588,0.1687,263190,0.3699,97357,23,0.6562,0.7506,307.14,0.0662,0.4812,0.3916,0.5577,moderate 6141,Ethiopia,2023,remote,ICT,Junior,122.93,1528895,0.6,611558,0.1119,68420,10,0.5727,0.6462,96.32,0.0526,0.3084,0.2391,0.3047,critical 6142,Kenya,2018,urban,Health,Senior,48.55,1857325,0.1459,1586350,0.4614,732013,41,0.7075,0.8688,847.27,0.0675,0.6678,0.6917,0.6977,high 6143,Rwanda,2024,capital,Education,Junior,14.0,471971,0.0909,429048,0.4496,192881,61,0.7211,0.9117,375.17,0.0943,0.7955,0.5944,0.7679,high 6144,Senegal,2018,urban,Education,Senior,15.34,291317,0.1371,251374,0.3688,92717,26,0.5195,0.7131,399.69,0.0547,0.5226,0.4191,0.5741,moderate 6145,DRC,2022,rural,Health,Junior,98.59,525863,0.5716,225278,0.1119,25213,7,0.4916,0.6809,103.08,0.0616,0.2649,0.2251,0.3037,critical 6146,Rwanda,2025,urban,Health,Junior,14.34,386699,0.1249,338418,0.5264,178135,43,0.7243,0.8948,583.32,0.0669,0.7733,0.6346,0.7329,high 6147,Ethiopia,2024,urban,Administration,Junior,126.0,1367516,0.2535,1020811,0.206,210267,9,0.5789,0.5933,100.23,0.0624,0.324,0.2152,0.4035,low 6148,Senegal,2024,rural,Health,Junior,18.0,443322,0.2357,338814,0.2914,98733,28,0.5208,0.764,294.74,0.0636,0.4352,0.4291,0.5349,moderate 6149,Ethiopia,2021,rural,Social_Services,Junior,117.0,1344077,0.3445,881006,0.1635,144001,7,0.4887,0.6827,92.14,0.0563,0.3226,0.2216,0.3791,low 6150,Mozambique,2023,rural,Security,Mid_Level,32.13,325791,0.3667,206318,0.1272,26239,14,0.5558,0.6868,117.8,0.0633,0.3433,0.1676,0.3792,low 6151,Rwanda,2020,capital,Administration,Junior,12.73,420843,0.0808,386833,0.5769,223161,39,0.5649,0.9206,628.65,0.0787,0.725,0.5705,0.7391,high 6152,Botswana,2025,rural,Administration,Senior,2.64,120685,0.1567,101771,0.4408,44863,42,0.7625,0.8046,794.7,0.0816,0.6509,0.5875,0.6706,high 6153,Ghana,2024,urban,Security,Mid_Level,34.0,770414,0.1643,643870,0.3644,234653,21,0.5142,0.6763,294.97,0.0543,0.5598,0.3243,0.5424,moderate 6154,DRC,2024,urban,Security,Mid_Level,105.0,576678,0.3171,393833,0.1823,71813,6,0.4644,0.6746,99.64,0.0654,0.2963,0.1889,0.381,low 6155,DRC,2018,urban,Education,Mid_Level,86.92,521529,0.4194,302788,0.1443,43695,8,0.4906,0.6452,98.29,0.0554,0.3165,0.2256,0.3522,low 6156,DRC,2022,urban,Education,Mid_Level,98.59,600631,0.4059,356828,0.1876,66934,6,0.5908,0.6603,109.66,0.0525,0.314,0.2143,0.3623,low 6157,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,128662,0.1438,110159,0.5654,62286,39,0.6567,0.8553,643.72,0.0812,0.6035,0.715,0.713,high 6158,Mozambique,2021,rural,Justice,Director,30.47,332516,0.3464,217324,0.1318,28633,15,0.5118,0.6029,370.97,0.0587,0.2594,0.2074,0.371,low 6159,Ethiopia,2020,urban,Agriculture,Executive,114.15,1209674,0.2818,868734,0.2422,210408,7,0.603,0.6277,517.48,0.0527,0.2835,0.2044,0.4005,low 6160,Kenya,2025,urban,Administration,Junior,56.15,1691568,0.1534,1432127,0.4669,668617,26,0.5172,0.9046,401.33,0.0793,0.7741,0.6681,0.6733,high 6161,Botswana,2025,capital,Finance,Junior,2.64,115250,0.1237,100993,0.6439,65025,35,0.6105,0.8404,424.41,0.0703,0.7676,0.7456,0.7449,high 6162,Nigeria,2018,remote,Justice,Junior,198.33,4131570,0.3694,2605242,0.1642,427661,15,0.5753,0.6801,295.35,0.0638,0.5225,0.4069,0.4311,low 6163,Ghana,2022,remote,Infrastructure,Junior,32.62,869861,0.2803,626054,0.233,145878,24,0.5543,0.6867,225.03,0.0604,0.437,0.4762,0.4925,low 6164,Rwanda,2022,rural,Health,Junior,13.35,387002,0.1539,327458,0.3332,109103,42,0.7177,0.883,472.73,0.092,0.6245,0.6537,0.6601,high 6165,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1300935,0.4485,717492,0.157,112657,9,0.5185,0.6076,124.35,0.0571,0.2616,0.2343,0.3404,critical 6166,Ghana,2021,capital,Security,Senior,31.94,750655,0.1874,609953,0.4315,263187,21,0.6195,0.768,470.24,0.0693,0.5155,0.4213,0.5724,moderate 6167,Tanzania,2019,rural,Social_Services,Executive,57.79,953172,0.2699,695945,0.2557,177941,20,0.5507,0.6817,1287.08,0.0634,0.5481,0.3327,0.4868,low 6168,Ethiopia,2022,remote,Security,Junior,119.93,1352354,0.441,756022,0.1021,77201,9,0.547,0.702,154.94,0.0504,0.2808,0.1625,0.3374,critical 6169,Kenya,2020,rural,Finance,Senior,50.61,1541326,0.19,1248412,0.3679,459237,28,0.6973,0.8956,670.37,0.0776,0.6174,0.6975,0.6303,moderate 6170,Ethiopia,2022,capital,Infrastructure,Director,119.93,1641221,0.313,1127588,0.2143,241591,9,0.5536,0.6078,367.31,0.0646,0.2797,0.2301,0.39,low 6171,Uganda,2023,rural,Security,Director,47.48,420809,0.4243,242268,0.2256,54658,16,0.6235,0.7302,474.72,0.0597,0.4441,0.353,0.4296,low 6172,Kenya,2022,capital,Health,Junior,52.76,1879138,0.1195,1654601,0.4533,749989,39,0.6084,0.887,411.12,0.0663,0.6709,0.7435,0.7054,high 6173,Mozambique,2023,rural,Health,Junior,32.13,336459,0.4122,197783,0.1402,27720,14,0.6347,0.6049,100.06,0.0714,0.3274,0.1787,0.3583,low 6174,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,108892,0.1214,95675,0.5161,49381,42,0.5867,0.8356,394.79,0.084,0.7851,0.713,0.7288,high 6175,DRC,2021,rural,Agriculture,Director,95.53,651177,0.5199,312658,0.1178,36838,6,0.4721,0.586,275.79,0.0495,0.3175,0.1718,0.3013,critical 6176,Uganda,2024,urban,Social_Services,Junior,49.0,345422,0.3008,241508,0.2863,69141,11,0.6093,0.776,250.26,0.0654,0.5195,0.3203,0.4742,low 6177,Mozambique,2025,remote,Agriculture,Mid_Level,33.89,369904,0.4115,217673,0.1224,26640,15,0.5485,0.6626,131.64,0.0669,0.3295,0.2165,0.3692,low 6178,Ghana,2024,urban,Infrastructure,Senior,34.0,898633,0.199,719836,0.3796,273235,25,0.5352,0.7733,396.82,0.0715,0.5002,0.3963,0.5633,moderate 6179,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,374783,0.1728,310035,0.3553,110167,38,0.5793,0.8599,547.17,0.0744,0.5979,0.6834,0.6478,moderate 6180,Rwanda,2019,urban,Administration,Mid_Level,12.43,334974,0.1094,298335,0.4065,121282,59,0.7419,0.8304,514.4,0.0703,0.6585,0.6094,0.7231,high 6181,Ghana,2023,rural,Health,Senior,33.3,770232,0.2753,558204,0.2669,148984,25,0.5952,0.7747,321.42,0.0637,0.4898,0.4378,0.5194,moderate 6182,Uganda,2022,rural,Administration,Junior,46.01,334445,0.2984,234632,0.1909,44783,15,0.5942,0.7715,202.26,0.0597,0.5405,0.4459,0.475,low 6183,Ghana,2022,capital,Finance,Junior,32.62,860529,0.1523,729498,0.3818,278492,20,0.4942,0.8011,175.67,0.0565,0.5203,0.4508,0.5746,moderate 6184,Ghana,2025,urban,Health,Mid_Level,34.71,869960,0.174,718559,0.4089,293804,32,0.5763,0.7692,264.41,0.0628,0.5045,0.4759,0.6021,moderate 6185,Botswana,2020,rural,Security,Director,2.45,120035,0.1787,98583,0.3317,32704,47,0.6306,0.8226,1173.11,0.092,0.7917,0.7206,0.6804,high 6186,DRC,2019,urban,Health,Senior,89.7,479734,0.3814,296786,0.1665,49427,6,0.5366,0.6244,159.91,0.0512,0.3044,0.2318,0.3586,low 6187,Ghana,2020,rural,Education,Junior,31.29,780276,0.2163,611484,0.296,181019,31,0.6088,0.7763,211.78,0.0604,0.5141,0.4541,0.5607,moderate 6188,Mozambique,2023,urban,Justice,Senior,32.13,326012,0.296,229517,0.2087,47892,11,0.5563,0.675,155.39,0.05,0.2832,0.1918,0.4044,low 6189,Mozambique,2025,remote,Agriculture,Junior,33.89,302221,0.3844,186045,0.1063,19769,13,0.6247,0.6142,93.85,0.0544,0.3039,0.163,0.3518,low 6190,Ghana,2024,rural,Justice,Director,34.0,907938,0.2697,663028,0.293,194242,21,0.5334,0.8218,592.08,0.0602,0.4558,0.3387,0.511,moderate 6191,South Africa,2021,urban,Administration,Junior,60.54,3114265,0.1963,2502819,0.526,1316390,34,0.7153,0.7731,543.14,0.0951,0.6074,0.6637,0.6605,high 6192,Ethiopia,2020,urban,Education,Director,114.15,1229781,0.2624,907126,0.1936,175621,7,0.539,0.618,372.07,0.0666,0.3099,0.1816,0.3922,low 6193,Botswana,2025,capital,Administration,Junior,2.64,126030,0.1211,110766,0.5821,64481,40,0.6118,0.8389,622.61,0.0741,0.7239,0.5411,0.7176,high 6194,Rwanda,2019,capital,Administration,Mid_Level,12.43,400226,0.1045,358404,0.4315,154637,49,0.7786,0.8897,561.56,0.0839,0.6564,0.6143,0.7148,high 6195,Senegal,2018,rural,Education,Junior,15.34,295381,0.2484,222000,0.2309,51264,21,0.5597,0.7055,302.19,0.0541,0.4724,0.4523,0.4964,low 6196,Mozambique,2021,rural,Justice,Junior,30.47,300400,0.3576,192968,0.1262,24361,13,0.5306,0.5921,152.86,0.0587,0.2565,0.1888,0.358,low 6197,Tanzania,2023,urban,Health,Executive,65.05,1213065,0.1978,973177,0.3343,325325,15,0.5831,0.6801,874.49,0.0491,0.4573,0.4544,0.5148,moderate 6198,Rwanda,2020,capital,ICT,Junior,12.73,345876,0.0905,314559,0.4346,136707,47,0.6596,0.9209,543.14,0.0841,0.794,0.5573,0.7268,high 6199,Rwanda,2022,urban,Finance,Junior,13.35,372598,0.0871,340158,0.4282,145653,51,0.7758,0.883,633.44,0.0958,0.6522,0.6892,0.7294,high 6200,Uganda,2023,capital,Infrastructure,Senior,47.48,376276,0.2319,289024,0.3044,87985,11,0.4745,0.6766,355.42,0.0591,0.5669,0.4657,0.5004,moderate 6201,Kenya,2021,remote,Health,Junior,51.68,1818958,0.2136,1430462,0.2422,346444,24,0.6274,0.8117,442.32,0.0932,0.7812,0.6257,0.5796,moderate 6202,Ethiopia,2021,rural,Security,Junior,117.0,1361789,0.4197,790249,0.1587,125402,7,0.5487,0.6678,140.46,0.0625,0.259,0.1795,0.3463,critical 6203,Ethiopia,2022,urban,Agriculture,Junior,119.93,1356120,0.2794,977277,0.2256,220434,7,0.5025,0.6954,134.89,0.0587,0.3002,0.1612,0.4045,low 6204,South Africa,2024,urban,Education,Junior,62.0,2989701,0.1927,2413606,0.4294,1036300,39,0.6869,0.7736,507.51,0.077,0.7473,0.7502,0.6724,high 6205,Kenya,2018,capital,Security,Director,48.55,1929863,0.1438,1652303,0.5304,876302,26,0.6602,0.7931,1257.32,0.0823,0.7265,0.5524,0.6585,high 6206,Nigeria,2024,capital,ICT,Mid_Level,230.0,4359052,0.1758,3592556,0.4058,1457817,22,0.5979,0.7835,304.68,0.0593,0.5693,0.3567,0.5726,moderate 6207,DRC,2024,rural,ICT,Senior,105.0,722232,0.5172,348673,0.1227,42782,7,0.5168,0.6781,142.47,0.0545,0.2942,0.2278,0.3228,critical 6208,Nigeria,2018,capital,Social_Services,Mid_Level,198.33,3852169,0.163,3224304,0.369,1189844,22,0.5225,0.7739,318.07,0.0612,0.4587,0.4433,0.5628,moderate 6209,DRC,2019,capital,Justice,Senior,89.7,507546,0.3268,341691,0.1834,62665,9,0.4826,0.5955,205.09,0.0708,0.341,0.2258,0.3827,low 6210,Botswana,2025,capital,Health,Junior,2.64,122549,0.1132,108675,0.6564,71333,34,0.5817,0.7678,424.01,0.0769,0.6726,0.5324,0.7065,high 6211,Botswana,2022,capital,Health,Junior,2.52,128163,0.1306,111427,0.5249,58489,36,0.6744,0.9166,511.05,0.0828,0.7216,0.6902,0.7173,high 6212,Mozambique,2025,rural,Health,Director,33.89,329744,0.3084,228058,0.1484,33837,14,0.5796,0.588,304.88,0.0664,0.2942,0.1781,0.3804,low 6213,Ghana,2025,capital,Health,Mid_Level,34.71,819574,0.1866,666677,0.4591,306063,24,0.5912,0.797,288.8,0.0632,0.5273,0.4636,0.5968,moderate 6214,Kenya,2018,capital,Education,Junior,48.55,1508935,0.1272,1316939,0.4676,615805,29,0.6821,0.856,445.68,0.0905,0.6944,0.629,0.6683,high 6215,DRC,2023,remote,Security,Director,101.74,700971,0.6,280388,0.1,28038,7,0.5094,0.6747,294.17,0.0601,0.3265,0.2249,0.2989,critical 6216,Mozambique,2019,rural,ICT,Senior,28.88,248599,0.4377,139785,0.1602,22400,10,0.6159,0.6407,206.91,0.049,0.2697,0.1928,0.348,critical 6217,Ethiopia,2018,rural,Education,Junior,108.65,1370241,0.4202,794523,0.1464,116339,8,0.505,0.6263,150.59,0.0659,0.2792,0.2359,0.347,critical 6218,Ghana,2025,remote,Security,Senior,34.71,861052,0.2752,624086,0.2115,131998,28,0.5901,0.7242,296.24,0.0663,0.5245,0.4069,0.5058,moderate 6219,Mozambique,2020,rural,Health,Junior,29.66,278498,0.3223,188729,0.1237,23341,10,0.6018,0.5858,141.66,0.0617,0.2594,0.1935,0.3585,low 6220,DRC,2023,capital,Health,Junior,101.74,657038,0.267,481578,0.1868,89948,7,0.5435,0.5882,121.83,0.0677,0.3251,0.2026,0.3884,low 6221,Rwanda,2019,rural,Infrastructure,Junior,12.43,420978,0.1459,359574,0.3767,135467,47,0.6784,0.8259,463.76,0.0749,0.7542,0.5928,0.6838,high 6222,South Africa,2019,rural,ICT,Mid_Level,59.58,2838299,0.1915,2294869,0.3722,854250,46,0.728,0.9172,474.57,0.0941,0.7384,0.7143,0.693,high 6223,Ethiopia,2023,capital,Administration,Junior,122.93,1297385,0.3256,874907,0.2238,195792,12,0.6069,0.671,148.01,0.0676,0.3141,0.2068,0.4073,low 6224,Rwanda,2023,capital,Security,Junior,13.67,456127,0.1038,408769,0.4472,182784,63,0.8558,0.8612,352.03,0.0917,0.784,0.556,0.7565,high 6225,Mozambique,2021,remote,Social_Services,Director,30.47,323986,0.4329,183734,0.1149,21103,11,0.5775,0.6467,363.46,0.0627,0.2891,0.1814,0.342,critical 6226,Uganda,2023,remote,Administration,Director,47.48,325953,0.4695,172919,0.1598,27636,12,0.5163,0.7834,787.9,0.0527,0.5369,0.3881,0.4126,low 6227,Senegal,2020,urban,Social_Services,Junior,16.18,382491,0.1465,326461,0.3326,108578,24,0.5942,0.6837,293.65,0.0589,0.484,0.4086,0.5483,moderate 6228,Senegal,2023,remote,Health,Mid_Level,17.53,345601,0.2164,270805,0.2109,57110,27,0.5728,0.744,263.25,0.0625,0.55,0.375,0.5202,moderate 6229,South Africa,2022,capital,Social_Services,Mid_Level,61.02,3330996,0.1251,2914317,0.4671,1361289,30,0.57,0.8377,481.18,0.069,0.6882,0.6542,0.6704,high 6230,Senegal,2018,capital,Justice,Executive,15.34,305715,0.1419,262329,0.348,91293,16,0.5099,0.729,1028.98,0.0606,0.4926,0.3775,0.5379,moderate 6231,Mozambique,2021,capital,Education,Junior,30.47,312210,0.2506,233983,0.1978,46278,9,0.5643,0.702,102.4,0.0627,0.2695,0.1793,0.4095,low 6232,Mozambique,2019,rural,Health,Mid_Level,28.88,323590,0.3287,217237,0.1479,32133,8,0.54,0.6881,98.03,0.0572,0.2925,0.229,0.3802,low 6233,Uganda,2018,urban,Health,Mid_Level,40.56,325762,0.2736,236633,0.2482,58730,13,0.614,0.7677,304.24,0.0631,0.5111,0.4638,0.4888,low 6234,Rwanda,2022,rural,Health,Junior,13.35,395103,0.135,341772,0.3091,105653,44,0.7132,0.8741,385.08,0.0955,0.7419,0.5781,0.6667,high 6235,Uganda,2018,remote,Education,Junior,40.56,303261,0.4083,179448,0.1624,29144,16,0.5381,0.7246,318.53,0.0635,0.5336,0.3677,0.4274,low 6236,Tanzania,2025,rural,Education,Director,69.01,1200661,0.2184,938464,0.2156,202343,21,0.5722,0.7531,618.48,0.0709,0.4316,0.364,0.4943,low 6237,South Africa,2024,capital,Education,Senior,62.0,2890968,0.1316,2510466,0.5119,1285013,45,0.6531,0.9058,526.95,0.0661,0.7716,0.6197,0.7326,high 6238,Botswana,2022,remote,Health,Mid_Level,2.52,121958,0.2067,96747,0.2663,25762,32,0.6416,0.7968,423.06,0.0748,0.718,0.7502,0.6112,moderate 6239,Uganda,2023,rural,Health,Junior,47.48,353452,0.3736,221404,0.2107,46659,13,0.562,0.7855,261.42,0.0713,0.4549,0.4265,0.4477,low 6240,Uganda,2018,capital,Health,Junior,40.56,278702,0.2751,202039,0.3003,60680,16,0.5974,0.8087,190.4,0.049,0.532,0.4514,0.516,moderate 6241,DRC,2018,rural,Education,Director,86.92,552454,0.5723,236262,0.1147,27091,6,0.5626,0.6826,285.71,0.0526,0.262,0.2112,0.3003,critical 6242,DRC,2019,capital,Security,Mid_Level,89.7,543117,0.3528,351514,0.1723,60561,8,0.6044,0.62,93.05,0.0572,0.3003,0.2244,0.3704,low 6243,Nigeria,2021,rural,Agriculture,Mid_Level,213.58,4653934,0.2543,3470659,0.2582,896139,21,0.662,0.7184,200.68,0.055,0.4613,0.4579,0.5032,moderate 6244,Senegal,2023,urban,Justice,Junior,17.53,371532,0.1521,315024,0.3965,124894,19,0.5416,0.816,299.03,0.0657,0.4334,0.3597,0.5603,moderate 6245,Mozambique,2019,remote,Administration,Mid_Level,28.88,319592,0.476,167481,0.1,16748,13,0.6154,0.6975,98.77,0.071,0.2948,0.1995,0.3426,critical 6246,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,902946,0.1895,731875,0.3852,281893,19,0.526,0.7212,256.05,0.0588,0.4264,0.3278,0.53,moderate 6247,DRC,2023,remote,Justice,Junior,101.74,603623,0.6,241449,0.1033,24951,10,0.6012,0.668,147.01,0.0698,0.3071,0.1708,0.2988,critical 6248,Uganda,2019,rural,Security,Junior,41.86,295830,0.3197,201259,0.2299,46259,10,0.5937,0.767,181.23,0.0582,0.5472,0.4187,0.4642,low 6249,Ghana,2025,remote,Social_Services,Mid_Level,34.71,765866,0.3318,511716,0.2186,111876,23,0.6431,0.7416,280.42,0.065,0.5392,0.3756,0.4819,low 6250,Mozambique,2019,rural,Education,Executive,28.88,331926,0.4523,181785,0.1427,25943,15,0.4823,0.669,617.61,0.0483,0.3235,0.2075,0.3635,low 6251,Ethiopia,2018,urban,Health,Mid_Level,108.65,1414233,0.3746,884406,0.238,210530,11,0.5341,0.605,114.48,0.0505,0.3312,0.1956,0.3868,low 6252,Senegal,2024,remote,Education,Junior,18.0,365727,0.2963,257373,0.1771,45580,19,0.5951,0.7419,206.96,0.0596,0.4917,0.4248,0.4706,low 6253,Tanzania,2021,rural,Education,Mid_Level,61.31,1203453,0.2395,915170,0.2063,188796,18,0.5787,0.8178,295.75,0.0554,0.4463,0.3602,0.49,low 6254,Ghana,2021,capital,Education,Senior,31.94,817193,0.1305,710570,0.3581,254482,23,0.5107,0.7211,314.25,0.0596,0.5084,0.4294,0.5664,moderate 6255,Kenya,2021,urban,Agriculture,Junior,51.68,1696103,0.144,1451813,0.4038,586266,25,0.5197,0.822,643.04,0.0798,0.661,0.6939,0.6362,moderate 6256,Uganda,2019,remote,ICT,Mid_Level,41.86,296708,0.5265,140488,0.1325,18613,11,0.5795,0.7837,208.9,0.0644,0.564,0.4535,0.3983,low 6257,Tanzania,2020,urban,ICT,Mid_Level,59.53,1186757,0.1609,995839,0.2648,263706,14,0.5181,0.8077,196.5,0.0677,0.5287,0.3951,0.5245,moderate 6258,Ghana,2022,rural,Education,Senior,32.62,734131,0.208,581439,0.2899,168546,22,0.5023,0.7714,443.68,0.064,0.4961,0.4305,0.5338,moderate 6259,Kenya,2021,urban,Finance,Mid_Level,51.68,2055488,0.1483,1750666,0.4527,792554,27,0.5333,0.7679,497.97,0.0727,0.6306,0.5872,0.6306,moderate 6260,Rwanda,2025,capital,Infrastructure,Executive,14.34,383031,0.0861,350057,0.5177,181219,56,0.8007,0.8774,1433.18,0.0709,0.7101,0.5522,0.7557,high 6261,Mozambique,2019,remote,Justice,Junior,28.88,288255,0.572,123372,0.111,13689,13,0.5775,0.6395,142.83,0.0499,0.3095,0.1929,0.3134,critical 6262,South Africa,2025,urban,Education,Senior,62.5,3208186,0.1899,2598821,0.4376,1137185,36,0.6572,0.7863,751.85,0.0922,0.6084,0.6337,0.6441,moderate 6263,Mozambique,2024,capital,Health,Mid_Level,33.0,374133,0.2721,272317,0.2393,65173,15,0.5621,0.5944,91.4,0.0652,0.3145,0.1783,0.4177,low 6264,Uganda,2024,capital,Agriculture,Junior,49.0,415847,0.2576,308731,0.3292,101634,13,0.5357,0.7089,254.04,0.0491,0.5592,0.3743,0.5001,moderate 6265,Mozambique,2020,urban,Education,Mid_Level,29.66,335492,0.2892,238476,0.2164,51602,10,0.5265,0.7021,87.8,0.0601,0.3298,0.2086,0.416,low 6266,Ethiopia,2018,capital,Administration,Junior,108.65,1289420,0.2441,974658,0.2378,231781,9,0.5812,0.5971,129.93,0.0713,0.2811,0.2179,0.4104,low 6267,Tanzania,2018,urban,Education,Mid_Level,56.11,1148245,0.2189,896888,0.2794,250553,21,0.5018,0.7775,182.05,0.0682,0.5587,0.424,0.5325,moderate 6268,Ethiopia,2019,capital,Education,Junior,111.37,1337173,0.2301,1029554,0.2599,267545,9,0.5453,0.6692,95.51,0.0625,0.2912,0.1975,0.4292,low 6269,DRC,2022,urban,Health,Junior,98.59,529910,0.2992,371342,0.1761,65408,8,0.4775,0.6489,149.82,0.0699,0.2948,0.2332,0.3894,low 6270,Tanzania,2024,capital,Education,Junior,67.0,1039145,0.1794,852754,0.3472,296085,13,0.5685,0.7072,214.4,0.0487,0.4267,0.4257,0.5158,moderate 6271,Tanzania,2019,remote,Administration,Junior,57.79,1143193,0.3533,739359,0.1634,120828,15,0.5714,0.8114,192.25,0.0701,0.5272,0.3316,0.4476,low 6272,South Africa,2021,capital,Security,Junior,60.54,3104051,0.1279,2707133,0.6146,1663777,34,0.6354,0.8052,518.68,0.0675,0.7417,0.5649,0.7081,high 6273,Mozambique,2025,rural,Administration,Junior,33.89,319407,0.3923,194099,0.1479,28708,14,0.4752,0.6771,123.77,0.071,0.3274,0.1841,0.3766,low 6274,Uganda,2018,rural,Infrastructure,Senior,40.56,285503,0.3725,179158,0.2298,41168,10,0.4678,0.6755,275.69,0.0534,0.5239,0.4005,0.4331,low 6275,Botswana,2018,urban,Finance,Mid_Level,2.38,99331,0.101,89294,0.459,40986,32,0.689,0.768,434.61,0.0752,0.7654,0.7217,0.6834,high 6276,Ethiopia,2023,rural,Agriculture,Director,122.93,1256163,0.4195,729182,0.1678,122353,10,0.6176,0.6827,317.21,0.0545,0.3356,0.1858,0.3666,low 6277,Rwanda,2023,urban,Agriculture,Junior,13.67,406063,0.1041,363796,0.5022,182704,52,0.7089,0.849,490.35,0.09,0.6997,0.6481,0.7417,high 6278,Botswana,2019,capital,Social_Services,Senior,2.41,103735,0.0984,93522,0.6261,58556,56,0.7675,0.8293,747.17,0.0921,0.6269,0.5324,0.7622,high 6279,Uganda,2025,rural,Security,Junior,50.57,432024,0.3692,272536,0.1902,51831,16,0.6347,0.813,180.25,0.0502,0.5069,0.4203,0.4599,low 6280,DRC,2025,rural,Social_Services,Mid_Level,108.36,637194,0.4485,351405,0.125,43922,8,0.509,0.6248,92.08,0.0503,0.2629,0.216,0.3307,critical 6281,Tanzania,2022,remote,Health,Executive,63.15,1120544,0.3678,708367,0.1544,109351,16,0.5001,0.7279,923.61,0.0558,0.561,0.4559,0.4475,low 6282,Senegal,2018,urban,Education,Director,15.34,347823,0.1873,282682,0.3429,96932,23,0.5278,0.6925,667.34,0.0615,0.559,0.4299,0.5492,moderate 6283,DRC,2019,rural,Health,Mid_Level,89.7,477237,0.4638,255914,0.1034,26457,8,0.5614,0.604,96.63,0.0557,0.3446,0.2309,0.3281,critical 6284,Ethiopia,2021,remote,Health,Junior,117.0,1500272,0.6,600108,0.1061,63694,11,0.4721,0.6303,139.23,0.0595,0.322,0.1827,0.2991,critical 6285,Tanzania,2023,rural,Education,Junior,65.05,1011053,0.2516,756714,0.1913,144788,18,0.5338,0.8234,305.79,0.0612,0.5599,0.474,0.5068,moderate 6286,Nigeria,2022,urban,Administration,Junior,218.92,4152519,0.2385,3162167,0.2838,897277,15,0.5692,0.6959,303.44,0.069,0.5019,0.3348,0.4869,low 6287,Botswana,2020,urban,Health,Junior,2.45,99609,0.1298,86675,0.5869,50872,55,0.6331,0.7811,567.76,0.0642,0.6994,0.6916,0.758,high 6288,Senegal,2021,urban,Finance,Junior,16.62,356882,0.1817,292053,0.3875,113166,23,0.5572,0.7358,280.53,0.0594,0.4433,0.4263,0.5563,moderate 6289,DRC,2018,remote,Education,Junior,86.92,536518,0.6,214607,0.1,21460,6,0.5303,0.675,142.62,0.0596,0.2557,0.1938,0.2862,critical 6290,Nigeria,2022,capital,Administration,Junior,218.92,3921949,0.1601,3294085,0.333,1096923,24,0.6352,0.6975,315.03,0.0634,0.5009,0.3401,0.542,moderate 6291,Mozambique,2025,rural,Health,Mid_Level,33.89,291842,0.3189,198772,0.1304,25928,11,0.5959,0.6723,133.28,0.0498,0.2729,0.1955,0.3781,low 6292,Mozambique,2025,rural,Education,Junior,33.89,294685,0.3343,196169,0.1496,29341,9,0.4623,0.6597,96.78,0.0534,0.3419,0.2251,0.382,low 6293,Mozambique,2024,capital,ICT,Mid_Level,33.0,289148,0.237,220613,0.1902,41960,10,0.4797,0.6175,88.87,0.0542,0.2857,0.2331,0.4078,low 6294,Botswana,2019,rural,Social_Services,Mid_Level,2.41,106573,0.1613,89378,0.4313,38547,57,0.7719,0.9118,585.22,0.0869,0.6456,0.6278,0.7241,high 6295,Ethiopia,2019,rural,Education,Mid_Level,111.37,1268541,0.3465,828993,0.1788,148242,9,0.4926,0.6546,93.58,0.0483,0.2572,0.2393,0.3784,low 6296,DRC,2024,remote,Infrastructure,Mid_Level,105.0,570311,0.5995,228395,0.1,22839,9,0.5928,0.6915,152.62,0.0697,0.28,0.1757,0.2969,critical 6297,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,977888,0.1729,808844,0.3412,275983,16,0.5327,0.7414,212.52,0.057,0.5309,0.4645,0.5428,moderate 6298,DRC,2018,remote,Finance,Senior,86.92,546424,0.6,218569,0.1,21856,6,0.4528,0.6133,195.69,0.0601,0.3149,0.2378,0.2873,critical 6299,Botswana,2019,capital,Education,Mid_Level,2.41,93342,0.1047,83569,0.5845,48843,31,0.7049,0.9285,596.46,0.0791,0.7178,0.5266,0.7112,high 6300,Nigeria,2024,capital,Security,Junior,230.0,5002587,0.2024,3990217,0.323,1288714,14,0.5136,0.8204,193.16,0.0589,0.4658,0.4259,0.5274,moderate 6301,DRC,2024,remote,Finance,Mid_Level,105.0,588254,0.6,235301,0.1033,24304,7,0.5601,0.6852,142.61,0.0625,0.2915,0.2073,0.296,critical 6302,South Africa,2018,remote,Health,Junior,59.11,3225359,0.2895,2291626,0.2348,538148,41,0.6968,0.8465,523.16,0.0677,0.7834,0.7784,0.622,moderate 6303,Rwanda,2022,urban,Security,Senior,13.35,362624,0.1079,323512,0.4488,145186,39,0.6387,0.9143,576.17,0.0698,0.7297,0.5752,0.7004,high 6304,Nigeria,2019,remote,Finance,Junior,203.29,4073309,0.3101,2810311,0.1656,465313,20,0.5246,0.8135,211.69,0.0549,0.5311,0.4586,0.4849,low 6305,Botswana,2018,urban,Security,Senior,2.38,93763,0.1509,79610,0.4645,36978,53,0.6368,0.8699,678.08,0.0749,0.6728,0.7071,0.7294,high 6306,Senegal,2021,remote,Education,Junior,16.62,329986,0.3196,224527,0.2001,44934,23,0.6768,0.743,221.92,0.0482,0.4669,0.3964,0.4754,low 6307,Ethiopia,2018,remote,Infrastructure,Senior,108.65,1385590,0.5515,621371,0.1276,79276,11,0.5278,0.6783,219.65,0.066,0.3157,0.2268,0.3275,critical 6308,DRC,2019,urban,Agriculture,Junior,89.7,569611,0.3966,343715,0.1415,48644,8,0.4571,0.5911,94.73,0.0535,0.3327,0.2046,0.3486,critical 6309,DRC,2018,remote,Finance,Mid_Level,86.92,553937,0.6,221574,0.1,22157,8,0.4659,0.592,102.7,0.0612,0.3357,0.1739,0.2848,critical 6310,Botswana,2025,capital,Social_Services,Junior,2.64,115369,0.1211,101400,0.642,65102,38,0.7052,0.9339,469.81,0.0671,0.7149,0.582,0.745,high 6311,Tanzania,2018,rural,Education,Junior,56.11,1134229,0.2228,881476,0.2204,194282,20,0.601,0.7711,295.75,0.0561,0.4928,0.3726,0.5016,moderate 6312,South Africa,2020,urban,Education,Junior,60.06,3523370,0.1606,2957345,0.4867,1439458,38,0.6096,0.8468,610.05,0.0728,0.6972,0.6456,0.6878,high 6313,Senegal,2023,urban,Education,Junior,17.53,347850,0.1353,300790,0.3165,95196,16,0.4949,0.6962,231.15,0.0514,0.4981,0.361,0.5256,moderate 6314,Botswana,2024,capital,Security,Junior,2.6,133460,0.1215,117247,0.6386,74879,33,0.6527,0.7662,461.28,0.0954,0.6719,0.6696,0.7109,high 6315,Nigeria,2022,urban,Health,Senior,218.92,4596433,0.2679,3364883,0.3417,1149789,15,0.5504,0.7147,473.21,0.0531,0.4917,0.4712,0.5094,moderate 6316,Kenya,2018,rural,Security,Junior,48.55,1495949,0.2043,1190335,0.2746,326892,40,0.6807,0.7978,518.21,0.0862,0.6765,0.7282,0.6277,moderate 6317,Kenya,2025,rural,Health,Junior,56.15,2208822,0.1683,1836990,0.2902,533181,27,0.663,0.8064,487.3,0.0801,0.7971,0.6884,0.6175,moderate 6318,Senegal,2025,capital,Social_Services,Junior,18.49,379389,0.1716,314303,0.3834,120512,20,0.6066,0.7919,243.0,0.0681,0.5211,0.4575,0.5696,moderate 6319,Senegal,2025,rural,Security,Junior,18.49,442613,0.2571,328823,0.2539,83482,20,0.6147,0.7068,192.63,0.0703,0.4351,0.4313,0.4919,low 6320,Uganda,2020,capital,Education,Senior,43.2,295866,0.2124,233016,0.3214,74883,19,0.6044,0.7551,350.17,0.0656,0.457,0.3331,0.517,moderate 6321,Ghana,2023,remote,Administration,Junior,33.3,942026,0.2497,706803,0.1826,129064,25,0.6345,0.7161,263.03,0.0494,0.5598,0.4095,0.5001,moderate 6322,Botswana,2025,urban,Social_Services,Director,2.64,117683,0.1174,103863,0.4999,51924,41,0.6171,0.925,1270.73,0.0834,0.6094,0.7494,0.7228,high 6323,Senegal,2018,urban,Social_Services,Junior,15.34,371042,0.176,305756,0.3563,108934,19,0.6148,0.8161,199.54,0.0481,0.4257,0.4781,0.5554,moderate 6324,Rwanda,2022,urban,Education,Junior,13.35,413532,0.0928,375145,0.4621,173336,35,0.6867,0.799,643.64,0.0948,0.6144,0.6442,0.6755,high 6325,South Africa,2020,urban,Agriculture,Senior,60.06,3317037,0.1485,2824519,0.499,1409523,50,0.6019,0.7724,636.0,0.0884,0.8048,0.5671,0.7157,high 6326,Ethiopia,2020,remote,Security,Junior,114.15,1451475,0.4577,787197,0.1276,100446,7,0.5395,0.6486,115.45,0.0611,0.344,0.2028,0.3369,critical 6327,DRC,2019,capital,Education,Mid_Level,89.7,487306,0.2825,349632,0.2058,71958,9,0.5167,0.661,117.58,0.0628,0.3408,0.2229,0.4088,low 6328,South Africa,2022,capital,Health,Mid_Level,61.02,2813006,0.1812,2303333,0.5409,1245786,31,0.5741,0.8037,503.83,0.0781,0.7268,0.6244,0.6731,high 6329,Mozambique,2023,urban,Education,Junior,32.13,349806,0.2883,248971,0.1801,44833,11,0.5162,0.613,131.86,0.0591,0.2938,0.1974,0.3915,low 6330,Ghana,2023,rural,Finance,Mid_Level,33.3,868847,0.2088,687426,0.3028,208138,17,0.5232,0.8227,268.67,0.0581,0.5354,0.3824,0.5312,moderate 6331,Rwanda,2020,rural,Finance,Mid_Level,12.73,337466,0.1627,282550,0.3205,90552,51,0.685,0.8684,508.1,0.0947,0.7961,0.5643,0.6832,high 6332,Senegal,2025,urban,Finance,Mid_Level,18.49,407513,0.1762,335691,0.3435,115296,24,0.5944,0.6918,264.8,0.0642,0.4621,0.4266,0.5444,moderate 6333,Kenya,2025,urban,Education,Junior,56.15,1786922,0.1202,1572051,0.4217,662878,25,0.5959,0.9156,489.9,0.0803,0.715,0.7735,0.6741,high 6334,Rwanda,2020,remote,Justice,Junior,12.73,421210,0.2128,331577,0.2852,94582,48,0.777,0.8847,373.4,0.0652,0.6789,0.6877,0.6575,high 6335,South Africa,2025,capital,Education,Mid_Level,62.5,3176483,0.1583,2673767,0.5235,1399828,32,0.5452,0.8564,405.65,0.0662,0.66,0.7608,0.6919,high 6336,South Africa,2022,capital,Agriculture,Senior,61.02,3573626,0.1818,2923869,0.559,1634514,38,0.6871,0.7837,856.88,0.0729,0.7349,0.6411,0.6945,high 6337,Botswana,2020,rural,Administration,Mid_Level,2.45,121429,0.1908,98256,0.3544,34817,47,0.7898,0.7845,543.98,0.0757,0.6765,0.5357,0.6473,moderate 6338,DRC,2020,remote,Health,Junior,92.57,636496,0.5149,308753,0.1,30875,10,0.6031,0.6962,155.79,0.0545,0.3415,0.2033,0.3302,critical 6339,Senegal,2018,remote,Health,Junior,15.34,286936,0.2568,213248,0.1872,39917,18,0.6269,0.8072,219.18,0.0605,0.5663,0.3489,0.4902,low 6340,Botswana,2019,urban,Education,Junior,2.41,121591,0.1035,109011,0.5066,55228,34,0.607,0.7834,383.37,0.0845,0.688,0.5909,0.6812,high 6341,Botswana,2025,remote,Agriculture,Junior,2.64,134098,0.1988,107444,0.2866,30797,51,0.755,0.8431,511.58,0.0951,0.699,0.7036,0.6662,high 6342,Uganda,2019,rural,Health,Junior,41.86,329711,0.3846,202890,0.1749,35482,11,0.4709,0.7322,205.22,0.0665,0.5488,0.3591,0.4257,low 6343,Uganda,2022,urban,Education,Mid_Level,46.01,394246,0.3065,273428,0.2587,70726,11,0.6145,0.8146,217.9,0.0494,0.5313,0.3784,0.4787,low 6344,Rwanda,2024,capital,Finance,Junior,14.0,437974,0.104,392405,0.5718,224396,45,0.6044,0.9284,521.05,0.0939,0.7694,0.6476,0.7604,high 6345,Uganda,2018,urban,Security,Mid_Level,40.56,300305,0.2852,214660,0.2422,51998,12,0.4859,0.7055,199.83,0.0653,0.5623,0.4746,0.4788,low 6346,Ethiopia,2021,remote,Health,Mid_Level,117.0,1448403,0.5061,715328,0.1028,73543,8,0.453,0.6901,155.92,0.053,0.3244,0.2313,0.3283,critical 6347,South Africa,2020,urban,Education,Junior,60.06,3256709,0.1567,2746417,0.5488,1507323,50,0.6322,0.7905,410.08,0.0789,0.6618,0.6866,0.7265,high 6348,Botswana,2021,capital,Justice,Junior,2.49,117386,0.1272,102450,0.5084,52084,47,0.7772,0.7879,531.85,0.0709,0.6847,0.71,0.7204,high 6349,Uganda,2024,remote,Social_Services,Senior,49.0,343866,0.4862,176695,0.1589,28068,11,0.5173,0.728,408.09,0.061,0.5656,0.3428,0.3957,low 6350,Mozambique,2022,capital,Social_Services,Junior,31.29,292197,0.2339,223861,0.1913,42822,9,0.5174,0.5895,120.44,0.0524,0.3045,0.1709,0.3978,low 6351,Rwanda,2020,rural,ICT,Junior,12.73,378861,0.1406,325591,0.3217,104748,42,0.6966,0.805,484.77,0.0767,0.7518,0.7325,0.6695,high 6352,Rwanda,2018,urban,Health,Junior,12.14,346721,0.0895,315702,0.5215,164644,55,0.7514,0.7937,605.22,0.0723,0.6504,0.7514,0.7547,high 6353,Tanzania,2023,rural,ICT,Junior,65.05,1091538,0.2393,830340,0.2038,169197,21,0.5469,0.6924,291.25,0.0711,0.54,0.3732,0.4888,low 6354,Nigeria,2019,rural,Security,Junior,203.29,4611585,0.3111,3177120,0.2466,783480,18,0.5214,0.7626,238.06,0.0519,0.4279,0.4615,0.4822,low 6355,Senegal,2025,capital,Education,Mid_Level,18.49,424535,0.1381,365903,0.3636,133046,28,0.5405,0.7983,232.76,0.0483,0.5448,0.4761,0.5982,moderate 6356,Nigeria,2024,rural,Justice,Junior,230.0,4293593,0.3431,2820537,0.2465,695304,19,0.5987,0.7323,310.12,0.055,0.449,0.3489,0.463,low 6357,Ethiopia,2025,urban,ICT,Junior,129.15,1340261,0.3554,863966,0.2137,184616,11,0.5591,0.6743,121.83,0.0649,0.3063,0.1923,0.3931,low 6358,Senegal,2023,capital,Education,Junior,17.53,424946,0.151,360760,0.3266,117813,26,0.5633,0.6766,187.06,0.0613,0.4523,0.4206,0.5477,moderate 6359,DRC,2024,urban,Administration,Junior,105.0,656651,0.4165,383147,0.1675,64167,9,0.5529,0.6058,150.18,0.0529,0.3257,0.1675,0.3504,low 6360,Tanzania,2021,rural,Security,Mid_Level,61.31,956328,0.2453,721744,0.2353,169823,16,0.555,0.6897,265.07,0.0559,0.442,0.4007,0.4752,low 6361,Botswana,2021,urban,Education,Junior,2.49,106598,0.1471,90914,0.4827,43883,39,0.712,0.8942,468.49,0.09,0.752,0.594,0.7001,high 6362,Nigeria,2022,urban,Infrastructure,Junior,218.92,4347610,0.2659,3191668,0.359,1145662,21,0.5054,0.6942,270.96,0.07,0.4323,0.4784,0.521,moderate 6363,Kenya,2021,urban,Security,Executive,51.68,1648062,0.16,1384383,0.3904,540429,41,0.7045,0.8479,2056.32,0.0953,0.7558,0.7773,0.6906,high 6364,Tanzania,2018,urban,Education,Junior,56.11,1151510,0.2023,918591,0.3388,311260,12,0.5516,0.8185,226.24,0.0599,0.47,0.4338,0.5273,moderate 6365,South Africa,2018,urban,Health,Mid_Level,59.11,3136602,0.1647,2620025,0.4283,1122088,41,0.6143,0.84,377.21,0.0692,0.7243,0.7783,0.6947,high 6366,South Africa,2025,capital,Agriculture,Director,62.5,3212033,0.1705,2664403,0.4821,1284396,51,0.7342,0.87,1310.77,0.0929,0.6599,0.5756,0.7094,high 6367,Nigeria,2022,remote,ICT,Junior,218.92,3784517,0.4212,2190337,0.1877,411171,21,0.6189,0.6797,236.56,0.0595,0.5238,0.4129,0.4397,low 6368,South Africa,2024,urban,Security,Junior,62.0,3420947,0.1718,2833266,0.4821,1365963,44,0.575,0.8957,616.02,0.0676,0.6695,0.7458,0.7135,high 6369,Senegal,2018,capital,Social_Services,Junior,15.34,321195,0.1381,276821,0.4378,121193,16,0.5415,0.7293,321.87,0.0549,0.5666,0.3845,0.5694,moderate 6370,South Africa,2021,rural,Infrastructure,Junior,60.54,3535131,0.2081,2799360,0.3986,1115764,51,0.7111,0.7947,398.77,0.0913,0.6546,0.6485,0.6746,high 6371,Ethiopia,2024,capital,Finance,Mid_Level,126.0,1545919,0.2695,1129225,0.2294,259046,7,0.5447,0.5925,121.54,0.0512,0.2586,0.199,0.3921,low 6372,Ethiopia,2020,rural,Health,Director,114.15,1170072,0.3588,750254,0.1701,127644,12,0.4733,0.5879,310.52,0.0586,0.2734,0.1706,0.3654,low 6373,Nigeria,2024,capital,Security,Senior,230.0,3940810,0.2196,3075550,0.3798,1168073,20,0.5068,0.8112,466.91,0.0562,0.4754,0.4076,0.55,moderate 6374,Nigeria,2025,remote,Education,Mid_Level,235.75,4523245,0.3327,3018292,0.1532,462268,17,0.5387,0.7732,271.59,0.0715,0.5245,0.3445,0.4505,low 6375,Botswana,2022,capital,Health,Director,2.52,102618,0.111,91230,0.6464,58969,47,0.6797,0.822,969.34,0.0915,0.7636,0.7588,0.7769,high 6376,DRC,2024,rural,Education,Senior,105.0,574096,0.4739,302026,0.1257,37968,9,0.5913,0.6324,139.15,0.0598,0.3336,0.1831,0.332,critical 6377,Ethiopia,2022,capital,Justice,Mid_Level,119.93,1542642,0.2565,1146988,0.2527,289847,8,0.5191,0.6944,120.82,0.0696,0.3285,0.2022,0.4263,low 6378,Botswana,2020,rural,Justice,Mid_Level,2.45,98240,0.1559,82924,0.3816,31641,56,0.7835,0.8971,411.3,0.069,0.7991,0.5947,0.7204,high 6379,DRC,2023,rural,Infrastructure,Junior,101.74,580384,0.5629,253709,0.1221,30973,10,0.4852,0.5938,131.49,0.0547,0.3065,0.1893,0.3035,critical 6380,Rwanda,2019,capital,Infrastructure,Junior,12.43,397452,0.0869,362913,0.4498,163239,59,0.8247,0.7865,635.41,0.079,0.6201,0.616,0.7298,high 6381,Nigeria,2022,urban,Justice,Junior,218.92,4883352,0.2176,3820919,0.3772,1441326,19,0.4924,0.7335,234.12,0.0566,0.5379,0.4136,0.5426,moderate 6382,Senegal,2025,rural,Agriculture,Junior,18.49,426406,0.2334,326894,0.221,72249,16,0.5149,0.7626,270.38,0.0565,0.4617,0.3464,0.4821,low 6383,Rwanda,2020,urban,Agriculture,Senior,12.73,397398,0.11,353684,0.4406,155842,47,0.7179,0.8733,620.07,0.0899,0.7692,0.7752,0.7356,high 6384,Uganda,2025,capital,Finance,Junior,50.57,437167,0.2758,316612,0.2991,94683,12,0.5413,0.6947,188.56,0.0509,0.4402,0.4628,0.4803,low 6385,Rwanda,2018,capital,Education,Junior,12.14,337519,0.0864,308356,0.5634,173713,54,0.6722,0.8196,460.78,0.0767,0.6344,0.611,0.7517,high 6386,Botswana,2024,rural,Health,Senior,2.6,113713,0.1831,92893,0.3717,34527,52,0.7428,0.8793,921.75,0.0904,0.6984,0.692,0.6981,high 6387,Ethiopia,2021,rural,Education,Mid_Level,117.0,1536445,0.4208,889850,0.1688,150166,8,0.583,0.6464,112.57,0.0487,0.264,0.1699,0.3473,critical 6388,South Africa,2021,capital,Security,Junior,60.54,3326365,0.1528,2818178,0.5051,1423366,39,0.6483,0.7875,489.0,0.0845,0.7407,0.7521,0.703,high 6389,DRC,2023,rural,Education,Mid_Level,101.74,697531,0.5654,303141,0.1285,38968,5,0.4521,0.7118,142.35,0.0597,0.291,0.1746,0.3066,critical 6390,South Africa,2022,rural,Health,Mid_Level,61.02,3094307,0.2634,2279284,0.3828,872578,49,0.6662,0.7926,599.15,0.0776,0.7153,0.7076,0.6635,high 6391,Rwanda,2022,rural,Health,Junior,13.35,380985,0.1455,325534,0.3617,117759,58,0.7469,0.8964,521.81,0.0718,0.7521,0.6751,0.7262,high 6392,Kenya,2022,rural,Health,Junior,52.76,1949607,0.1598,1638136,0.2905,475852,44,0.7636,0.8448,380.9,0.0891,0.7596,0.6133,0.6567,high 6393,Nigeria,2024,capital,Finance,Junior,230.0,5126828,0.1879,4163300,0.3243,1350120,15,0.494,0.6913,246.08,0.0521,0.5394,0.4015,0.5194,moderate 6394,Rwanda,2024,rural,Security,Junior,14.0,415149,0.168,345392,0.3626,125248,51,0.7142,0.8237,604.01,0.0928,0.7386,0.7798,0.7015,high 6395,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,815924,0.2389,620959,0.2882,178990,25,0.5466,0.7409,249.58,0.061,0.4333,0.4367,0.523,moderate 6396,Tanzania,2025,capital,Social_Services,Junior,69.01,1075575,0.1932,867747,0.3724,323130,21,0.5118,0.676,308.06,0.0542,0.4574,0.4553,0.54,moderate 6397,Nigeria,2020,urban,Administration,Mid_Level,208.37,4086775,0.2252,3166342,0.3131,991246,24,0.6056,0.7979,324.68,0.0593,0.4282,0.4624,0.5407,moderate 6398,Uganda,2019,urban,Education,Director,41.86,349451,0.2958,246076,0.245,60295,13,0.5092,0.6777,683.43,0.0483,0.5554,0.4252,0.4695,low 6399,South Africa,2022,urban,Finance,Junior,61.02,3399472,0.1784,2793149,0.4674,1305588,50,0.6751,0.8882,484.0,0.0676,0.7858,0.7271,0.7318,high 6400,Rwanda,2019,urban,Social_Services,Mid_Level,12.43,390461,0.1217,342957,0.4367,149773,60,0.8304,0.7749,624.2,0.0949,0.6762,0.7514,0.7377,high 6401,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1465688,0.4408,819649,0.179,146682,8,0.5665,0.6155,95.61,0.0688,0.3082,0.1714,0.3448,critical 6402,Rwanda,2022,urban,Administration,Junior,13.35,362976,0.1175,320322,0.4484,143626,56,0.6587,0.8734,410.84,0.0774,0.7854,0.578,0.7401,high 6403,Senegal,2019,rural,Education,Mid_Level,15.76,354759,0.2475,266973,0.2217,59181,27,0.6399,0.8037,242.19,0.0514,0.5544,0.386,0.5257,moderate 6404,Kenya,2022,urban,Health,Junior,52.76,2098171,0.1402,1804044,0.4413,796124,25,0.6678,0.9323,369.13,0.0876,0.7965,0.7618,0.6835,high 6405,Ethiopia,2023,rural,Health,Mid_Level,122.93,1639147,0.3615,1046525,0.1434,150022,11,0.6206,0.5958,94.97,0.0576,0.3394,0.1671,0.363,low 6406,Kenya,2018,remote,Finance,Mid_Level,48.55,1624076,0.237,1239235,0.2423,300233,24,0.5384,0.7742,381.67,0.0692,0.7858,0.5743,0.5635,moderate 6407,South Africa,2025,remote,Finance,Junior,62.5,3773533,0.3133,2591337,0.2556,662354,34,0.7096,0.8979,412.69,0.0707,0.763,0.7454,0.6061,moderate 6408,Botswana,2022,capital,Education,Mid_Level,2.52,102414,0.0911,93087,0.5414,50399,48,0.69,0.9277,390.33,0.0937,0.6943,0.7652,0.7677,high 6409,Uganda,2019,urban,Education,Junior,41.86,303897,0.2603,224794,0.2798,62905,15,0.4771,0.795,220.41,0.0657,0.4657,0.3655,0.4948,low 6410,Rwanda,2022,capital,Health,Director,13.35,395637,0.1085,352701,0.5524,194817,35,0.6327,0.8708,1470.49,0.0949,0.6249,0.7029,0.7119,high 6411,Kenya,2021,urban,Health,Executive,51.68,1872706,0.142,1606799,0.4976,799486,29,0.6537,0.8432,1985.48,0.0891,0.6515,0.7635,0.6794,high 6412,Tanzania,2021,urban,Education,Junior,61.31,1121514,0.2104,885547,0.2665,235988,15,0.6154,0.7493,265.39,0.0568,0.4336,0.4097,0.4982,low 6413,Kenya,2020,rural,Education,Mid_Level,50.61,1804117,0.196,1450493,0.35,507602,26,0.5303,0.7923,547.4,0.072,0.7575,0.6198,0.6101,moderate 6414,Tanzania,2021,rural,Agriculture,Junior,61.31,1075239,0.2974,755427,0.2314,174813,15,0.6322,0.8203,244.76,0.0563,0.5559,0.3651,0.4861,low 6415,Uganda,2023,rural,Security,Junior,47.48,342920,0.3438,225024,0.2025,45575,13,0.5904,0.7166,265.92,0.0539,0.4912,0.388,0.4426,low 6416,Uganda,2022,rural,Education,Mid_Level,46.01,411910,0.333,274727,0.2008,55178,13,0.6067,0.7185,322.77,0.0496,0.5592,0.4483,0.458,low 6417,Mozambique,2019,rural,Health,Junior,28.88,294691,0.3973,177601,0.1358,24117,14,0.5735,0.6686,127.73,0.0577,0.2612,0.2051,0.3665,low 6418,Ghana,2024,remote,Health,Mid_Level,34.0,776053,0.2649,570491,0.1826,104165,32,0.6747,0.7258,303.29,0.0515,0.4761,0.3279,0.4987,low 6419,Nigeria,2021,urban,ICT,Junior,213.58,3850183,0.1843,3140672,0.3304,1037778,14,0.5999,0.7377,324.06,0.0497,0.4915,0.4753,0.5289,moderate 6420,South Africa,2021,urban,Health,Mid_Level,60.54,3028661,0.1759,2495872,0.5576,1391580,41,0.5769,0.8489,562.1,0.0832,0.6235,0.6308,0.7007,high 6421,Senegal,2022,urban,Administration,Executive,17.07,404836,0.1893,328196,0.3982,130693,20,0.5524,0.6812,829.69,0.0517,0.4502,0.3453,0.534,moderate 6422,South Africa,2020,urban,Social_Services,Junior,60.06,3325675,0.1721,2753472,0.5168,1423127,28,0.6748,0.8315,585.19,0.0749,0.7971,0.695,0.6801,high 6423,DRC,2025,urban,Education,Mid_Level,108.36,580675,0.3199,394930,0.159,62775,7,0.4555,0.6129,128.43,0.0695,0.2729,0.1769,0.3642,low 6424,DRC,2023,rural,Administration,Junior,101.74,684131,0.4374,384868,0.1119,43077,7,0.6012,0.5984,128.72,0.0684,0.3401,0.2216,0.332,critical 6425,Botswana,2018,rural,Justice,Director,2.38,96735,0.1682,80467,0.372,29932,50,0.6288,0.7722,1112.03,0.0871,0.7291,0.5975,0.6745,high 6426,Rwanda,2022,urban,Education,Junior,13.35,401093,0.0868,366275,0.4908,179764,41,0.6275,0.7841,517.65,0.0677,0.6872,0.6931,0.7091,high 6427,Ethiopia,2025,rural,Education,Mid_Level,129.15,1459893,0.3827,901152,0.1665,150000,7,0.5104,0.6328,95.01,0.0625,0.3245,0.1846,0.3593,low 6428,DRC,2020,urban,Agriculture,Senior,92.57,496227,0.2902,352217,0.177,62343,7,0.5317,0.6712,233.23,0.0664,0.2844,0.1747,0.3858,low 6429,DRC,2022,rural,Health,Mid_Level,98.59,673868,0.4877,345215,0.1377,47525,6,0.5356,0.5979,137.54,0.055,0.3413,0.162,0.3175,critical 6430,Botswana,2022,rural,Finance,Director,2.52,106741,0.136,92226,0.4052,37373,45,0.7021,0.8589,1415.0,0.0792,0.6093,0.535,0.6731,high 6431,Rwanda,2018,remote,ICT,Junior,12.14,383041,0.1478,326422,0.2676,87366,48,0.6917,0.7823,467.24,0.0698,0.5964,0.6274,0.6397,moderate 6432,Ghana,2018,capital,Education,Mid_Level,30.01,692004,0.189,561236,0.4728,265369,21,0.575,0.7661,202.96,0.0631,0.4881,0.325,0.5697,moderate 6433,Nigeria,2020,capital,Social_Services,Mid_Level,208.37,3767383,0.2055,2993127,0.3531,1056909,19,0.5244,0.7709,298.04,0.0596,0.4473,0.3619,0.5309,moderate 6434,Mozambique,2020,remote,Security,Director,29.66,280796,0.5516,125908,0.1175,14787,15,0.5166,0.7081,328.7,0.0656,0.2717,0.1773,0.3301,critical 6435,South Africa,2025,rural,Administration,Junior,62.5,3307381,0.2307,2544377,0.3348,851781,31,0.5652,0.8192,476.6,0.0646,0.6952,0.6575,0.6117,moderate 6436,Senegal,2021,rural,Health,Senior,16.62,336378,0.2106,265533,0.2834,75244,24,0.6357,0.7951,480.08,0.049,0.5746,0.4696,0.5519,moderate 6437,DRC,2019,urban,Security,Senior,89.7,545011,0.3619,347787,0.1462,50837,9,0.5359,0.5986,224.53,0.0537,0.3029,0.2267,0.3613,low 6438,Kenya,2023,capital,ICT,Junior,53.87,2058166,0.1183,1814726,0.4184,759267,29,0.539,0.8002,615.42,0.0734,0.7233,0.5719,0.6471,moderate 6439,Tanzania,2019,urban,Administration,Junior,57.79,1089329,0.1879,884657,0.275,243260,18,0.5502,0.8059,313.86,0.0617,0.469,0.4051,0.5251,moderate 6440,Nigeria,2025,rural,Health,Junior,235.75,4226464,0.3079,2924952,0.2161,632042,17,0.5728,0.7599,298.71,0.0585,0.5417,0.3327,0.471,low 6441,South Africa,2022,urban,Administration,Mid_Level,61.02,3419871,0.1987,2740377,0.4575,1253832,46,0.7591,0.9338,478.73,0.0853,0.6346,0.6653,0.6998,high 6442,Uganda,2021,capital,Administration,Director,44.58,405718,0.2093,320804,0.2567,82350,17,0.5289,0.7693,637.66,0.0619,0.4994,0.3216,0.5019,moderate 6443,Senegal,2020,remote,Finance,Junior,16.18,305121,0.2561,226982,0.176,39948,22,0.622,0.6842,281.79,0.0485,0.5276,0.3447,0.4748,low 6444,Ethiopia,2020,capital,Infrastructure,Senior,114.15,1394603,0.3252,941134,0.2063,194160,9,0.5167,0.6265,171.47,0.0617,0.2725,0.176,0.3816,low 6445,South Africa,2019,capital,Security,Mid_Level,59.58,2956078,0.18,2424103,0.5616,1361479,34,0.5494,0.805,496.41,0.0706,0.6629,0.777,0.6952,high 6446,Uganda,2025,urban,Social_Services,Junior,50.57,434378,0.3127,298539,0.3025,90302,16,0.6195,0.6761,232.83,0.0664,0.486,0.3499,0.4724,low 6447,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1329400,0.4811,689833,0.1456,100459,10,0.5066,0.6149,116.17,0.0656,0.2758,0.1674,0.3277,critical 6448,Ethiopia,2021,rural,Security,Mid_Level,117.0,1356567,0.3616,865970,0.1504,130251,8,0.4733,0.7091,97.21,0.0617,0.2913,0.2038,0.3731,low 6449,Ghana,2022,urban,Education,Junior,32.62,734785,0.1738,607115,0.3691,224065,32,0.5514,0.7617,323.43,0.0703,0.529,0.3835,0.5843,moderate 6450,Mozambique,2023,remote,Infrastructure,Junior,32.13,274399,0.4812,142361,0.1,14236,10,0.5599,0.6211,100.12,0.0621,0.2616,0.2343,0.3225,critical 6451,DRC,2025,remote,Health,Junior,108.36,572760,0.6,229104,0.1,22910,5,0.4532,0.6245,104.11,0.048,0.2623,0.2143,0.2788,critical 6452,Mozambique,2022,urban,Education,Mid_Level,31.29,325879,0.2655,239358,0.1762,42174,15,0.4955,0.694,124.52,0.0593,0.278,0.216,0.4187,low 6453,Kenya,2021,capital,Social_Services,Mid_Level,51.68,1955094,0.1069,1746002,0.4543,793206,31,0.5605,0.915,459.78,0.0738,0.6948,0.7686,0.6979,high 6454,DRC,2020,remote,Administration,Junior,92.57,571032,0.6,228412,0.1,22841,10,0.5557,0.6779,133.73,0.0534,0.3084,0.2291,0.3054,critical 6455,Ethiopia,2024,rural,Infrastructure,Mid_Level,126.0,1453697,0.3919,883948,0.1576,139299,12,0.5809,0.6023,92.98,0.0513,0.3343,0.1716,0.3624,low 6456,Uganda,2021,rural,Social_Services,Junior,44.58,327905,0.3029,228587,0.1748,39958,11,0.5742,0.6854,272.38,0.0686,0.5027,0.4706,0.4456,low 6457,Botswana,2021,urban,Health,Mid_Level,2.49,120639,0.111,107254,0.5459,58555,42,0.7646,0.7777,467.6,0.0772,0.6932,0.5986,0.7096,high 6458,Botswana,2020,urban,Health,Junior,2.45,123211,0.1263,107654,0.5726,61642,40,0.745,0.9031,638.51,0.0886,0.7455,0.6741,0.739,high 6459,South Africa,2024,urban,Health,Junior,62.0,3555404,0.1441,3043208,0.5532,1683402,40,0.7193,0.8515,602.47,0.0958,0.7648,0.7481,0.7313,high 6460,DRC,2024,rural,Education,Mid_Level,105.0,574289,0.4687,305139,0.1068,32579,7,0.5604,0.5947,150.3,0.0492,0.2778,0.2367,0.3177,critical 6461,Tanzania,2024,capital,Administration,Senior,67.0,1199097,0.202,956889,0.3345,320052,14,0.5101,0.7249,339.1,0.0658,0.4572,0.4396,0.5165,moderate 6462,Botswana,2022,urban,Security,Senior,2.52,109631,0.1352,94807,0.4559,43223,52,0.7638,0.9302,605.97,0.0682,0.7886,0.6067,0.7392,high 6463,Mozambique,2022,remote,Security,Junior,31.29,277706,0.4499,152765,0.1134,17324,15,0.4867,0.6413,141.86,0.069,0.3321,0.2222,0.355,low 6464,Ethiopia,2019,urban,Agriculture,Junior,111.37,1292976,0.2786,932722,0.2066,192674,11,0.5742,0.5857,151.32,0.0606,0.3139,0.2096,0.3997,low 6465,Kenya,2018,rural,Security,Junior,48.55,1488066,0.2155,1167364,0.3618,422394,39,0.6628,0.8657,497.81,0.0916,0.7504,0.5381,0.6428,moderate 6466,Tanzania,2020,rural,ICT,Senior,59.53,1070328,0.2924,757367,0.2391,181083,20,0.6577,0.7676,378.92,0.0658,0.558,0.42,0.4996,low 6467,Ghana,2018,capital,Social_Services,Mid_Level,30.01,860311,0.1419,738221,0.4461,329347,23,0.5067,0.73,204.08,0.061,0.5552,0.4788,0.5965,moderate 6468,Nigeria,2022,remote,Administration,Junior,218.92,3757002,0.4289,2145453,0.184,394699,23,0.6178,0.709,242.79,0.0564,0.5292,0.329,0.4384,low 6469,Uganda,2021,capital,Security,Mid_Level,44.58,378120,0.2682,276710,0.3242,89697,18,0.5031,0.6874,209.91,0.0589,0.4999,0.4634,0.5084,moderate 6470,DRC,2025,urban,ICT,Junior,108.36,588566,0.3876,360458,0.159,57307,9,0.6013,0.6592,146.77,0.0556,0.2609,0.2039,0.3607,low 6471,Ghana,2025,rural,Security,Director,34.71,940253,0.2498,705350,0.3062,216007,22,0.6025,0.8078,594.74,0.0677,0.5345,0.373,0.531,moderate 6472,Senegal,2023,urban,Education,Mid_Level,17.53,345752,0.1723,286185,0.3154,90276,21,0.6296,0.7747,232.03,0.0588,0.4618,0.3863,0.5393,moderate 6473,South Africa,2025,rural,Health,Junior,62.5,2852049,0.2203,2223682,0.3955,879390,41,0.6113,0.832,378.06,0.0763,0.6736,0.5895,0.6474,moderate 6474,Senegal,2019,capital,Health,Junior,15.76,396411,0.1528,335835,0.4003,134421,20,0.5221,0.7482,231.28,0.0538,0.539,0.3574,0.5637,moderate 6475,Botswana,2023,capital,Infrastructure,Mid_Level,2.56,121776,0.1335,105519,0.5678,59914,41,0.7127,0.7759,497.53,0.0919,0.6507,0.6506,0.7076,high 6476,Kenya,2019,remote,Social_Services,Senior,49.57,1551244,0.2253,1201706,0.2194,263655,43,0.7586,0.8891,821.23,0.0718,0.6104,0.738,0.6242,moderate 6477,South Africa,2019,capital,Education,Junior,59.58,2991357,0.1372,2581019,0.4798,1238281,46,0.7749,0.7907,522.9,0.0781,0.6892,0.7164,0.7098,high 6478,Tanzania,2024,capital,Administration,Junior,67.0,1183735,0.1474,1009249,0.3527,356006,17,0.5066,0.7257,213.95,0.0637,0.5254,0.4079,0.546,moderate 6479,Mozambique,2024,capital,Security,Mid_Level,33.0,326265,0.2906,231441,0.1884,43602,13,0.5212,0.5891,85.69,0.0539,0.3078,0.2093,0.397,low 6480,Uganda,2018,urban,Health,Senior,40.56,358861,0.238,273434,0.3079,84188,11,0.5502,0.7826,352.61,0.0503,0.5397,0.4459,0.5109,moderate 6481,Senegal,2020,capital,Administration,Junior,16.18,330513,0.1403,284145,0.3778,107338,22,0.537,0.7332,314.83,0.0693,0.4387,0.445,0.5627,moderate 6482,Rwanda,2022,capital,Justice,Junior,13.35,369735,0.0797,340267,0.5442,185174,56,0.7969,0.8511,479.34,0.0816,0.5966,0.7222,0.7657,high 6483,Botswana,2024,capital,Administration,Junior,2.6,107749,0.0913,97907,0.6591,64530,49,0.7203,0.7899,590.85,0.0829,0.6697,0.6827,0.7682,high 6484,Senegal,2019,urban,Health,Junior,15.76,398004,0.1481,339053,0.3004,101848,18,0.5491,0.677,269.19,0.0605,0.4761,0.4621,0.5284,moderate 6485,Senegal,2019,capital,Health,Senior,15.76,330068,0.1672,274886,0.3357,92280,22,0.5511,0.8162,369.82,0.0545,0.4298,0.3982,0.5524,moderate 6486,Nigeria,2019,capital,Health,Mid_Level,203.29,3756637,0.1938,3028494,0.3625,1097880,14,0.5654,0.7424,258.4,0.0648,0.5316,0.4313,0.5348,moderate 6487,Uganda,2018,remote,Social_Services,Senior,40.56,292516,0.4656,156320,0.1695,26491,18,0.55,0.8029,366.57,0.05,0.571,0.3694,0.4354,low 6488,Mozambique,2020,remote,Justice,Junior,29.66,323195,0.3879,197840,0.1106,21887,10,0.5488,0.6279,135.86,0.0633,0.3197,0.2168,0.3535,low 6489,Rwanda,2023,remote,Finance,Senior,13.67,375884,0.2133,295724,0.2785,82364,37,0.7065,0.8643,705.69,0.0675,0.726,0.656,0.6267,moderate 6490,South Africa,2024,urban,Infrastructure,Junior,62.0,2871663,0.1684,2388066,0.5629,1344304,28,0.6551,0.837,403.4,0.0858,0.6725,0.7778,0.6892,high 6491,Senegal,2022,urban,ICT,Junior,17.07,428404,0.1798,351381,0.3569,125421,20,0.5049,0.8164,270.6,0.0606,0.523,0.462,0.5652,moderate 6492,Ghana,2020,urban,Social_Services,Senior,31.29,831762,0.1863,676773,0.3722,251888,21,0.6092,0.7821,371.15,0.0707,0.4486,0.4029,0.5514,moderate 6493,Uganda,2023,remote,Education,Junior,47.48,378021,0.4866,194091,0.1416,27490,15,0.4975,0.8146,204.48,0.0541,0.4886,0.3422,0.4065,low 6494,Mozambique,2025,rural,Security,Junior,33.89,322661,0.3368,213978,0.1258,26924,11,0.5373,0.6728,115.86,0.0717,0.2989,0.1959,0.3751,low 6495,Kenya,2020,urban,Social_Services,Director,50.61,1581779,0.1095,1408639,0.5031,708685,33,0.6649,0.9265,893.23,0.0695,0.7615,0.6973,0.7158,high 6496,Ghana,2021,remote,Security,Junior,31.94,703185,0.3462,459765,0.2389,109831,21,0.5357,0.6815,192.34,0.0538,0.5615,0.3416,0.4682,low 6497,Uganda,2018,remote,Health,Junior,40.56,327152,0.4088,193396,0.1462,28276,14,0.5685,0.6779,296.65,0.0565,0.5744,0.4569,0.4242,low 6498,Rwanda,2018,rural,Education,Junior,12.14,314575,0.1647,262761,0.3211,84366,44,0.7375,0.9338,619.68,0.0948,0.6135,0.6262,0.6631,high 6499,Botswana,2019,urban,ICT,Director,2.41,113966,0.1399,98025,0.5871,57554,43,0.6827,0.9138,1168.89,0.076,0.77,0.747,0.7581,high 6500,Botswana,2024,urban,Finance,Junior,2.6,110763,0.1125,98301,0.4783,47014,51,0.7378,0.7766,398.93,0.0755,0.6872,0.741,0.7283,high 6501,South Africa,2018,capital,Administration,Junior,59.11,2872689,0.157,2421564,0.6147,1488522,50,0.7054,0.7826,393.99,0.074,0.7758,0.7278,0.7572,high 6502,South Africa,2025,urban,Agriculture,Junior,62.5,3323546,0.1863,2704384,0.4267,1153841,49,0.7196,0.8182,446.82,0.0957,0.6577,0.6653,0.6876,high 6503,Mozambique,2020,rural,Finance,Mid_Level,29.66,259237,0.317,177067,0.1593,28200,14,0.6358,0.6648,105.74,0.069,0.3403,0.1835,0.3977,low 6504,Senegal,2021,urban,Finance,Mid_Level,16.62,409802,0.1889,332385,0.3101,103073,24,0.5295,0.7239,234.63,0.0698,0.4795,0.4162,0.5385,moderate 6505,South Africa,2023,urban,Security,Mid_Level,61.51,3087632,0.168,2568871,0.451,1158580,28,0.5872,0.9209,463.97,0.0923,0.6121,0.6425,0.6543,high 6506,Ethiopia,2020,urban,Security,Junior,114.15,1221118,0.2572,907095,0.2069,187641,11,0.539,0.7133,100.43,0.0699,0.3291,0.222,0.427,low 6507,Tanzania,2023,capital,Justice,Junior,65.05,1100711,0.1563,928648,0.3289,305439,14,0.6149,0.777,271.63,0.0658,0.4725,0.4084,0.5328,moderate 6508,Kenya,2023,urban,Agriculture,Junior,53.87,1860279,0.1392,1601249,0.3883,621781,28,0.6246,0.7947,503.56,0.0711,0.6322,0.7261,0.6373,moderate 6509,South Africa,2024,urban,Education,Junior,62.0,2989277,0.1744,2467929,0.5651,1394554,46,0.6387,0.8247,408.23,0.0864,0.666,0.7477,0.7277,high 6510,South Africa,2023,urban,Education,Junior,61.51,3230685,0.2006,2582525,0.5155,1331322,39,0.6379,0.8691,622.0,0.0767,0.724,0.7752,0.7065,high 6511,DRC,2022,rural,Administration,Mid_Level,98.59,513511,0.4681,273150,0.1068,29161,9,0.5832,0.6843,113.94,0.0661,0.307,0.1685,0.3324,critical 6512,Botswana,2019,rural,Administration,Mid_Level,2.41,100390,0.1952,80796,0.4273,34521,50,0.7553,0.7836,576.79,0.092,0.7375,0.7626,0.7006,high 6513,Senegal,2018,capital,ICT,Senior,15.34,313124,0.1688,260280,0.3323,86501,21,0.5303,0.8136,486.66,0.0507,0.5575,0.3305,0.5542,moderate 6514,Ethiopia,2025,remote,Social_Services,Junior,129.15,1441814,0.5324,674141,0.1181,79632,9,0.5666,0.604,129.54,0.0516,0.2788,0.2073,0.3081,critical 6515,Ethiopia,2023,urban,Education,Senior,122.93,1509570,0.2912,1070033,0.2232,238812,7,0.5155,0.6874,221.04,0.0482,0.3181,0.1609,0.4015,low 6516,DRC,2023,remote,Administration,Junior,101.74,521072,0.5684,224873,0.1,22487,7,0.4751,0.6852,131.16,0.0575,0.3183,0.1875,0.3037,critical 6517,Senegal,2022,urban,Education,Junior,17.07,354677,0.1598,297988,0.3312,98679,28,0.5544,0.7331,277.77,0.0545,0.5009,0.4351,0.5664,moderate 6518,DRC,2025,rural,Security,Senior,108.36,620519,0.472,327635,0.1332,43631,8,0.455,0.7017,169.65,0.0652,0.2858,0.2021,0.3393,critical 6519,Kenya,2021,capital,Education,Junior,51.68,1862173,0.142,1597663,0.5202,831166,43,0.6705,0.7736,423.45,0.0794,0.6705,0.6397,0.6991,high 6520,Ethiopia,2024,capital,Education,Director,126.0,1559166,0.2652,1145674,0.2185,250380,9,0.5857,0.7125,257.43,0.0673,0.2585,0.2201,0.4156,low 6521,Botswana,2024,urban,Security,Director,2.6,122756,0.1307,106715,0.4619,49291,37,0.6037,0.7932,944.21,0.0922,0.6361,0.7445,0.6823,high 6522,Mozambique,2025,urban,Education,Senior,33.89,387575,0.2473,291732,0.1884,54951,13,0.4701,0.6343,139.29,0.0676,0.2783,0.2095,0.4117,low 6523,Nigeria,2022,remote,Health,Mid_Level,218.92,4896989,0.3794,3039106,0.2049,622655,16,0.5606,0.7955,242.04,0.054,0.4415,0.4556,0.4554,low 6524,Mozambique,2019,capital,Education,Director,28.88,295617,0.242,224074,0.2431,54470,10,0.4631,0.6316,323.41,0.0694,0.3111,0.2068,0.4218,low 6525,Nigeria,2023,capital,Administration,Mid_Level,224.39,4529576,0.2112,3572752,0.3164,1130515,21,0.5173,0.7501,298.4,0.0515,0.4853,0.421,0.5319,moderate 6526,Ethiopia,2023,capital,Education,Junior,122.93,1606165,0.3151,1100075,0.2424,266659,12,0.4839,0.668,98.46,0.0564,0.259,0.1711,0.405,low 6527,South Africa,2020,urban,Infrastructure,Executive,60.06,3469016,0.1404,2981935,0.4248,1266710,49,0.7018,0.9327,1446.13,0.0934,0.7356,0.6443,0.7215,high 6528,Tanzania,2020,urban,Security,Junior,59.53,1177380,0.2258,911508,0.3209,292513,18,0.6416,0.7292,268.17,0.0587,0.472,0.4682,0.5222,moderate 6529,Mozambique,2020,rural,Education,Mid_Level,29.66,319739,0.3766,199325,0.1412,28136,11,0.5498,0.6515,95.49,0.0624,0.3234,0.2186,0.3706,low 6530,Botswana,2023,urban,Infrastructure,Senior,2.56,102778,0.125,89930,0.5227,47008,48,0.738,0.802,608.34,0.0689,0.729,0.6753,0.7302,high 6531,DRC,2019,rural,Justice,Junior,89.7,490927,0.4264,281581,0.1259,35447,9,0.4641,0.6967,113.73,0.068,0.3299,0.2116,0.356,low 6532,Ghana,2019,capital,Health,Junior,30.64,828462,0.1737,684595,0.4229,289537,17,0.5028,0.8142,282.85,0.0699,0.506,0.3289,0.5604,moderate 6533,Botswana,2024,remote,Infrastructure,Junior,2.6,121887,0.2316,93655,0.3166,29651,51,0.8052,0.8302,572.15,0.0871,0.6754,0.752,0.666,high 6534,Tanzania,2019,rural,Finance,Junior,57.79,919683,0.212,724716,0.2054,148877,20,0.5748,0.7897,320.52,0.0517,0.477,0.353,0.4998,low 6535,Senegal,2022,rural,Education,Senior,17.07,323534,0.2288,249498,0.2827,70531,27,0.5817,0.6911,375.22,0.0592,0.5188,0.4129,0.5278,moderate 6536,South Africa,2019,capital,ICT,Junior,59.58,3228550,0.1238,2828742,0.4872,1378062,39,0.6467,0.8071,590.8,0.093,0.6561,0.6996,0.695,high 6537,Kenya,2019,capital,Health,Junior,49.57,1729125,0.1061,1545748,0.4449,687672,29,0.6423,0.9218,433.25,0.0718,0.621,0.7761,0.6852,high 6538,Ethiopia,2024,urban,Health,Mid_Level,126.0,1373298,0.2538,1024805,0.2129,218170,10,0.5862,0.6186,118.85,0.0655,0.3441,0.2337,0.4153,low 6539,Nigeria,2020,urban,Administration,Mid_Level,208.37,3556086,0.2445,2686674,0.3264,876852,23,0.6655,0.7306,244.71,0.0585,0.4829,0.3973,0.5256,moderate 6540,Mozambique,2022,capital,Social_Services,Senior,31.29,283269,0.217,221797,0.2295,50900,15,0.501,0.6917,228.62,0.0677,0.3045,0.2337,0.4482,low 6541,DRC,2018,remote,Security,Junior,86.92,577928,0.6,231171,0.1,23117,6,0.5359,0.6317,131.2,0.0658,0.3132,0.2303,0.2891,critical 6542,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,371211,0.0974,335068,0.4279,143377,45,0.6627,0.8815,476.01,0.071,0.6236,0.7031,0.71,high 6543,Tanzania,2018,urban,Education,Junior,56.11,1126512,0.1641,941662,0.2837,267124,14,0.6149,0.8093,258.1,0.0648,0.5515,0.3694,0.5284,moderate 6544,South Africa,2022,capital,Education,Mid_Level,61.02,3073558,0.1303,2673182,0.474,1267190,48,0.7442,0.8986,554.34,0.0696,0.7496,0.6646,0.7322,high 6545,Rwanda,2018,capital,Education,Senior,12.14,375246,0.0998,337813,0.5777,195142,49,0.6876,0.8436,665.2,0.071,0.6099,0.6013,0.7396,high 6546,Uganda,2018,capital,Agriculture,Junior,40.56,292111,0.2426,221258,0.2558,56599,15,0.5407,0.718,184.48,0.0538,0.5386,0.3875,0.4911,low 6547,Ghana,2023,rural,Social_Services,Senior,33.3,742725,0.2591,550269,0.2533,139403,27,0.5955,0.8154,348.08,0.0675,0.4586,0.324,0.5166,moderate 6548,Nigeria,2024,rural,Education,Junior,230.0,5148065,0.2921,3644175,0.2449,892611,15,0.4941,0.7883,221.9,0.0656,0.44,0.3222,0.4702,low 6549,Botswana,2021,urban,ICT,Junior,2.49,115846,0.1422,99377,0.504,50084,50,0.7607,0.8144,589.76,0.095,0.6607,0.5706,0.7107,high 6550,Tanzania,2025,capital,Health,Junior,69.01,1310560,0.2063,1040219,0.3397,353381,21,0.5437,0.7782,212.95,0.0686,0.4788,0.4363,0.5441,moderate 6551,Kenya,2021,urban,Security,Junior,51.68,1699323,0.122,1491979,0.4316,643964,25,0.6885,0.8143,480.91,0.0728,0.677,0.7554,0.6553,high 6552,Rwanda,2023,urban,Security,Mid_Level,13.67,373800,0.0992,336737,0.4604,155029,57,0.6305,0.8279,389.33,0.085,0.6408,0.6108,0.7322,high 6553,Botswana,2021,urban,Infrastructure,Junior,2.49,122249,0.1283,106560,0.5338,56881,39,0.5586,0.8685,493.25,0.0768,0.7093,0.7041,0.7205,high 6554,Botswana,2022,urban,ICT,Mid_Level,2.52,105818,0.1122,93949,0.5239,49224,35,0.5495,0.86,472.7,0.0899,0.5961,0.7059,0.6996,high 6555,Ghana,2023,rural,Social_Services,Executive,33.3,739716,0.2243,573807,0.3183,182627,29,0.6734,0.7604,1269.96,0.0584,0.4766,0.478,0.5555,moderate 6556,Mozambique,2020,remote,Education,Mid_Level,29.66,295354,0.4979,148311,0.1211,17953,13,0.6018,0.6438,91.29,0.0701,0.3429,0.1828,0.3374,critical 6557,DRC,2024,rural,Education,Junior,105.0,686820,0.5728,293386,0.1095,32119,5,0.493,0.7037,146.45,0.0585,0.3285,0.1834,0.3034,critical 6558,Ethiopia,2022,rural,Health,Junior,119.93,1259262,0.5033,625462,0.1547,96738,8,0.5073,0.7108,85.83,0.0703,0.3067,0.2031,0.3404,critical 6559,Tanzania,2020,capital,Social_Services,Mid_Level,59.53,912440,0.1903,738776,0.3283,242506,16,0.4898,0.7759,272.21,0.0712,0.4412,0.4713,0.5321,moderate 6560,Uganda,2021,capital,Justice,Junior,44.58,312792,0.2042,248933,0.3417,85060,16,0.6406,0.7914,268.91,0.0508,0.4925,0.3585,0.5282,moderate 6561,Uganda,2019,urban,Education,Director,41.86,287566,0.2191,224570,0.2852,64057,11,0.5528,0.7974,484.54,0.0497,0.5677,0.4576,0.5162,moderate 6562,Botswana,2019,urban,Health,Senior,2.41,98576,0.1426,84515,0.4881,41248,34,0.5813,0.8569,923.28,0.0652,0.6251,0.6638,0.6788,high 6563,Nigeria,2018,urban,Education,Mid_Level,198.33,4226414,0.2022,3372016,0.3129,1055239,19,0.5574,0.7825,181.87,0.0516,0.4457,0.4057,0.5277,moderate 6564,Rwanda,2018,capital,Justice,Executive,12.14,313618,0.0834,287462,0.5054,145273,62,0.7489,0.8295,2407.13,0.0887,0.763,0.5809,0.7693,high 6565,DRC,2023,capital,Finance,Senior,101.74,664545,0.3271,447197,0.1946,87015,5,0.5715,0.6883,206.1,0.0515,0.2742,0.1775,0.3778,low 6566,Senegal,2023,urban,Health,Mid_Level,17.53,369025,0.1607,309706,0.3763,116557,18,0.6417,0.7828,297.73,0.0579,0.513,0.4455,0.5622,moderate 6567,Tanzania,2018,urban,Health,Senior,56.11,1152931,0.2299,887822,0.3467,307810,16,0.5675,0.7334,344.78,0.0484,0.5136,0.4501,0.5256,moderate 6568,South Africa,2021,rural,Finance,Mid_Level,60.54,2738522,0.239,2083994,0.3378,703901,47,0.5851,0.7836,595.32,0.0783,0.6513,0.5249,0.6274,moderate 6569,Mozambique,2020,rural,Infrastructure,Junior,29.66,285289,0.3602,182526,0.127,23174,11,0.485,0.6776,100.31,0.0549,0.2686,0.2236,0.37,low 6570,South Africa,2025,capital,Infrastructure,Director,62.5,3752736,0.13,3264797,0.5561,1815472,40,0.642,0.9035,894.38,0.0909,0.6443,0.5574,0.7122,high 6571,Mozambique,2023,remote,Infrastructure,Director,32.13,332315,0.4984,166672,0.1,16667,9,0.5569,0.5931,385.21,0.0547,0.2967,0.1746,0.309,critical 6572,Rwanda,2021,capital,Social_Services,Junior,13.04,381316,0.1063,340792,0.5621,191564,64,0.6556,0.7873,424.35,0.0946,0.7984,0.6696,0.7889,high 6573,South Africa,2023,urban,Administration,Junior,61.51,3555701,0.1695,2953103,0.4883,1442004,41,0.659,0.9101,422.11,0.0681,0.7294,0.7153,0.7132,high 6574,Ghana,2021,rural,Infrastructure,Senior,31.94,849189,0.2842,607872,0.2889,175595,27,0.6138,0.7566,280.09,0.0587,0.4605,0.4749,0.5257,moderate 6575,Nigeria,2025,urban,Health,Junior,235.75,5413510,0.1861,4405861,0.3697,1628922,15,0.5696,0.8052,267.74,0.0522,0.5743,0.4578,0.5574,moderate 6576,Tanzania,2019,urban,Security,Mid_Level,57.79,994743,0.2232,772756,0.2876,222226,15,0.5679,0.6845,186.71,0.0712,0.4901,0.4102,0.4963,low 6577,DRC,2025,remote,Justice,Mid_Level,108.36,601139,0.5237,286350,0.1,28635,7,0.4906,0.6948,150.22,0.0625,0.3137,0.2028,0.3175,critical 6578,South Africa,2018,rural,Health,Mid_Level,59.11,2819286,0.2535,2104471,0.3763,791943,33,0.6846,0.8983,499.83,0.0816,0.6173,0.631,0.6228,moderate 6579,Uganda,2023,capital,Education,Mid_Level,47.48,403891,0.2275,312020,0.3383,105568,17,0.5683,0.7818,221.72,0.0598,0.5107,0.3653,0.5251,moderate 6580,South Africa,2024,urban,Finance,Junior,62.0,3668676,0.1579,3089355,0.4391,1356684,30,0.6871,0.8193,544.18,0.0958,0.6502,0.6845,0.6517,high 6581,Uganda,2022,capital,Education,Junior,46.01,339568,0.2745,246366,0.2848,70159,10,0.6027,0.8134,256.46,0.0565,0.547,0.3358,0.4879,low 6582,Senegal,2022,capital,Social_Services,Senior,17.07,420482,0.1709,348622,0.4182,145798,18,0.5923,0.8155,305.35,0.0526,0.5371,0.4205,0.5749,moderate 6583,Ghana,2021,capital,Justice,Junior,31.94,896784,0.1661,747821,0.4521,338066,20,0.6106,0.8202,208.57,0.0658,0.4861,0.3361,0.5767,moderate 6584,Ghana,2025,urban,Education,Senior,34.71,741026,0.1865,602847,0.3334,200961,31,0.6988,0.7722,381.11,0.0667,0.5308,0.3885,0.572,moderate 6585,Nigeria,2019,rural,Security,Junior,203.29,3984928,0.3275,2679794,0.2497,669133,25,0.5153,0.7692,232.67,0.0549,0.56,0.3887,0.5033,moderate 6586,Senegal,2021,urban,Justice,Junior,16.62,353930,0.1745,292186,0.3645,106512,28,0.5772,0.8151,250.58,0.0487,0.5326,0.3817,0.5812,moderate 6587,DRC,2025,urban,Health,Mid_Level,108.36,619524,0.3773,385796,0.1547,59675,7,0.5316,0.6518,155.62,0.0609,0.3094,0.2285,0.3634,low 6588,Senegal,2018,remote,Education,Senior,15.34,346899,0.3082,239998,0.1853,44466,26,0.6822,0.7197,402.17,0.053,0.524,0.4687,0.4915,low 6589,Senegal,2023,rural,Administration,Mid_Level,17.53,356896,0.23,274810,0.2888,79374,24,0.5545,0.81,313.75,0.0537,0.48,0.3379,0.528,moderate 6590,Ethiopia,2025,rural,Education,Junior,129.15,1580423,0.4988,792109,0.1583,125391,12,0.5877,0.6766,95.05,0.0527,0.3215,0.1732,0.3458,critical 6591,Senegal,2022,urban,Security,Mid_Level,17.07,343708,0.1802,281770,0.382,107646,15,0.5671,0.6873,192.42,0.0494,0.5389,0.4107,0.536,moderate 6592,Senegal,2022,capital,Health,Junior,17.07,355159,0.165,296563,0.3433,101819,18,0.5099,0.7924,196.62,0.0504,0.5015,0.401,0.5487,moderate 6593,Uganda,2021,remote,Infrastructure,Junior,44.58,336987,0.4996,168645,0.1339,22575,18,0.5745,0.7244,208.0,0.0557,0.4331,0.4094,0.3965,low 6594,Mozambique,2020,remote,Health,Mid_Level,29.66,316594,0.5285,149278,0.1,14927,15,0.6354,0.639,117.04,0.056,0.2906,0.2233,0.3276,critical 6595,Kenya,2022,rural,Finance,Mid_Level,52.76,1976462,0.1681,1644256,0.3595,591125,35,0.6414,0.7735,604.89,0.0835,0.6431,0.6018,0.6259,moderate 6596,Rwanda,2020,rural,Social_Services,Mid_Level,12.73,414592,0.1479,353279,0.3005,106176,41,0.629,0.8037,619.92,0.0702,0.6153,0.7371,0.6465,moderate 6597,Botswana,2019,capital,Security,Junior,2.41,105257,0.1042,94294,0.6559,61844,34,0.5515,0.8972,449.97,0.082,0.5971,0.7772,0.7449,high 6598,South Africa,2023,rural,Justice,Junior,61.51,3163762,0.2223,2460414,0.3917,963799,30,0.5807,0.8978,370.64,0.0943,0.7111,0.5517,0.6283,moderate 6599,South Africa,2019,capital,Education,Mid_Level,59.58,3450319,0.1315,2996617,0.4672,1399913,28,0.5432,0.7993,472.93,0.0878,0.6001,0.5935,0.6432,moderate 6600,Botswana,2018,remote,Security,Junior,2.38,94224,0.1918,76154,0.3084,23487,58,0.6806,0.903,599.28,0.0857,0.7029,0.7614,0.706,high 6601,Mozambique,2023,rural,Agriculture,Senior,32.13,285794,0.4351,161432,0.1591,25676,10,0.4695,0.6863,220.52,0.0619,0.3223,0.2211,0.3633,low 6602,Rwanda,2020,capital,Administration,Junior,12.73,374401,0.1104,333064,0.4769,158827,47,0.5907,0.778,547.97,0.0942,0.6206,0.7565,0.7135,high 6603,Nigeria,2018,remote,Administration,Junior,198.33,3783780,0.3323,2526579,0.2061,520746,17,0.5763,0.7386,253.85,0.0642,0.4789,0.4634,0.466,low 6604,DRC,2019,remote,Agriculture,Director,89.7,592843,0.6,237137,0.1,23713,6,0.5876,0.6043,215.16,0.0681,0.3287,0.2334,0.2869,critical 6605,Mozambique,2023,remote,Health,Mid_Level,32.13,361356,0.5577,159844,0.1209,19327,13,0.5296,0.6102,89.7,0.0503,0.2692,0.205,0.3123,critical 6606,Tanzania,2018,capital,Education,Mid_Level,56.11,1116950,0.1695,927598,0.321,297766,18,0.5885,0.7288,271.88,0.0576,0.4543,0.4555,0.5332,moderate 6607,Mozambique,2019,rural,Agriculture,Senior,28.88,246232,0.3405,162399,0.1415,22975,14,0.4896,0.6586,216.79,0.0484,0.2583,0.1917,0.3791,low 6608,Uganda,2018,capital,Education,Mid_Level,40.56,308259,0.2854,220297,0.2953,65047,15,0.5391,0.6906,237.92,0.0588,0.5677,0.463,0.4966,low 6609,Mozambique,2018,urban,Agriculture,Mid_Level,28.12,276788,0.3124,190311,0.211,40155,13,0.5109,0.5862,97.96,0.0564,0.2953,0.1672,0.3913,low 6610,Senegal,2023,capital,Education,Junior,17.53,395735,0.1575,333416,0.362,120701,26,0.5778,0.796,198.92,0.0566,0.5125,0.4006,0.5768,moderate 6611,Nigeria,2020,capital,Infrastructure,Junior,208.37,4036960,0.1657,3368222,0.3527,1188132,25,0.5974,0.7631,250.3,0.0532,0.4412,0.3734,0.5552,moderate 6612,Ghana,2022,rural,Security,Mid_Level,32.62,780014,0.2169,610806,0.3004,183504,30,0.6445,0.69,294.26,0.0622,0.5231,0.4307,0.5448,moderate 6613,Kenya,2021,urban,Education,Mid_Level,51.68,1805614,0.1265,1577203,0.4044,637840,37,0.638,0.7996,583.77,0.0813,0.7277,0.6663,0.6713,high 6614,Mozambique,2023,capital,Education,Senior,32.13,350077,0.21,276559,0.2311,63914,10,0.5942,0.6353,158.29,0.055,0.3166,0.2145,0.4287,low 6615,Uganda,2022,remote,Education,Mid_Level,46.01,361538,0.4621,194474,0.1341,26078,18,0.6359,0.8184,285.63,0.0649,0.433,0.3907,0.4181,low 6616,Rwanda,2018,remote,Agriculture,Junior,12.14,375058,0.1905,303610,0.2883,87544,54,0.7821,0.8969,566.51,0.0675,0.6652,0.7159,0.6821,high 6617,Mozambique,2025,capital,Health,Senior,33.89,312079,0.2587,231345,0.2478,57337,13,0.4961,0.7055,149.29,0.0678,0.256,0.1788,0.4291,low 6618,South Africa,2018,urban,Agriculture,Mid_Level,59.11,2938228,0.2017,2345564,0.4228,991636,35,0.5553,0.8274,633.83,0.0737,0.6591,0.5962,0.6424,moderate 6619,Nigeria,2024,rural,Finance,Junior,230.0,4852713,0.3579,3116032,0.2364,736647,16,0.5466,0.7019,274.21,0.0485,0.4911,0.3247,0.4465,low 6620,Kenya,2018,urban,Justice,Mid_Level,48.55,1902925,0.1311,1653386,0.3954,653784,26,0.5579,0.8504,433.49,0.0883,0.7335,0.6313,0.6451,moderate 6621,Ethiopia,2023,rural,Health,Mid_Level,122.93,1546411,0.4236,891383,0.143,127485,10,0.5011,0.7113,117.49,0.0668,0.3064,0.2257,0.3648,low 6622,Tanzania,2021,rural,Infrastructure,Director,61.31,980744,0.2481,737440,0.2274,167715,13,0.6084,0.8057,515.4,0.0706,0.5171,0.4149,0.4914,low 6623,Rwanda,2020,urban,Education,Junior,12.73,408978,0.1278,356720,0.4051,144504,52,0.6561,0.8287,434.62,0.0662,0.8022,0.6692,0.7208,high 6624,Mozambique,2022,rural,Health,Junior,31.29,352723,0.3918,214525,0.1396,29948,9,0.4954,0.6896,130.09,0.0559,0.3358,0.1616,0.3626,low 6625,Botswana,2024,urban,Administration,Senior,2.6,110651,0.1025,99303,0.5869,58281,53,0.6394,0.8556,693.94,0.0873,0.7777,0.6824,0.7779,high 6626,Kenya,2025,capital,Education,Junior,56.15,1820608,0.1134,1614216,0.4263,688161,35,0.6056,0.8652,477.91,0.0641,0.706,0.6634,0.6825,high 6627,Ghana,2024,urban,Justice,Senior,34.0,898720,0.152,762101,0.3758,286382,23,0.5476,0.7259,420.2,0.0571,0.4551,0.4477,0.5626,moderate 6628,Ethiopia,2021,urban,Health,Senior,117.0,1229047,0.324,830782,0.2371,197011,7,0.4967,0.7136,174.18,0.0619,0.3328,0.232,0.4093,low 6629,Nigeria,2020,rural,Education,Senior,208.37,4536622,0.3096,3131900,0.2508,785393,20,0.5121,0.7408,289.54,0.0493,0.4989,0.3623,0.4825,low 6630,South Africa,2020,urban,Finance,Mid_Level,60.06,3348211,0.1826,2736889,0.5232,1431885,38,0.6927,0.8105,579.06,0.0894,0.7833,0.7653,0.7066,high 6631,Mozambique,2022,rural,Education,Senior,31.29,291225,0.4054,173155,0.1467,25394,10,0.5009,0.6059,205.21,0.0677,0.2714,0.2326,0.3516,low 6632,Ghana,2019,capital,Administration,Director,30.64,688926,0.1394,592888,0.3939,233541,18,0.5582,0.7828,469.05,0.0552,0.4786,0.4707,0.571,moderate 6633,Kenya,2023,urban,Education,Senior,53.87,1763754,0.1417,1513762,0.4653,704296,41,0.6874,0.8333,591.92,0.0704,0.7182,0.6462,0.6948,high 6634,Ethiopia,2021,rural,Social_Services,Junior,117.0,1251271,0.3362,830570,0.1513,125705,7,0.493,0.5948,108.81,0.0576,0.3383,0.2057,0.3649,low 6635,Kenya,2024,urban,Finance,Senior,55.0,2082513,0.1095,1854515,0.4031,747489,45,0.735,0.8352,791.19,0.0887,0.6773,0.5316,0.6821,high 6636,Ghana,2022,capital,Education,Mid_Level,32.62,888006,0.1424,761573,0.3812,290343,23,0.5275,0.7125,220.08,0.0667,0.5245,0.3779,0.5643,moderate 6637,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,385236,0.3289,258527,0.1905,49250,12,0.5409,0.6247,118.63,0.0501,0.2599,0.1655,0.3816,low 6638,Ghana,2019,urban,Security,Senior,30.64,830702,0.1675,691556,0.3323,229780,18,0.6231,0.8058,472.15,0.0712,0.5523,0.3768,0.55,moderate 6639,Ghana,2021,rural,Administration,Junior,31.94,829382,0.2092,655900,0.2382,156203,22,0.6623,0.7734,309.2,0.0566,0.4321,0.3774,0.5092,moderate 6640,Mozambique,2021,rural,ICT,Junior,30.47,328141,0.4434,182649,0.1331,24313,14,0.6318,0.6861,112.61,0.062,0.3221,0.2246,0.365,low 6641,Kenya,2023,remote,Social_Services,Junior,53.87,2167906,0.2434,1640264,0.2697,442457,34,0.7111,0.9324,596.73,0.0895,0.6404,0.5552,0.601,moderate 6642,Ethiopia,2024,rural,Security,Junior,126.0,1314657,0.4319,746859,0.1616,120656,11,0.477,0.6373,114.28,0.0591,0.2581,0.2068,0.352,low 6643,Botswana,2019,remote,Security,Senior,2.41,108339,0.1992,86762,0.2671,23174,42,0.7523,0.9223,947.73,0.0885,0.6325,0.7066,0.6442,moderate 6644,Ghana,2020,urban,Finance,Junior,31.29,713737,0.1515,605633,0.3782,229053,26,0.6733,0.6776,181.8,0.0658,0.5436,0.3255,0.5602,moderate 6645,Rwanda,2024,urban,Education,Mid_Level,14.0,395686,0.1054,353972,0.4603,162921,43,0.6374,0.9165,472.38,0.0729,0.7013,0.5548,0.7093,high 6646,Botswana,2022,rural,Infrastructure,Junior,2.52,127306,0.1849,103771,0.438,45448,53,0.789,0.9206,426.25,0.0955,0.6483,0.7738,0.7261,high 6647,Botswana,2024,rural,Education,Junior,2.6,104884,0.1542,88705,0.4324,38352,43,0.7642,0.8656,354.89,0.0748,0.6667,0.6307,0.6866,high 6648,Rwanda,2023,capital,Finance,Executive,13.67,393234,0.0962,355411,0.506,179848,40,0.6591,0.8026,1529.25,0.0899,0.7451,0.5903,0.7064,high 6649,Tanzania,2019,remote,Administration,Junior,57.79,1085525,0.3019,757775,0.1617,122570,18,0.5324,0.688,283.0,0.0526,0.4701,0.4729,0.4575,low 6650,Tanzania,2022,capital,Education,Junior,63.15,1262853,0.1972,1013879,0.3409,345585,13,0.5915,0.8023,254.14,0.0531,0.5292,0.3723,0.5289,moderate 6651,Tanzania,2025,rural,Finance,Junior,69.01,1409070,0.312,969438,0.223,216218,12,0.5846,0.7171,287.4,0.0487,0.5175,0.4703,0.4641,low 6652,DRC,2022,remote,Security,Mid_Level,98.59,652956,0.6,261182,0.1,26118,10,0.4693,0.6126,103.24,0.071,0.3371,0.2248,0.2981,critical 6653,Mozambique,2024,urban,Health,Mid_Level,33.0,332182,0.2769,240192,0.1899,45605,9,0.5208,0.7051,98.2,0.0624,0.3112,0.1906,0.4067,low 6654,Botswana,2020,capital,Finance,Mid_Level,2.45,94906,0.131,82473,0.4899,40401,32,0.6598,0.899,487.25,0.0743,0.7451,0.7463,0.7037,high 6655,DRC,2020,rural,Administration,Mid_Level,92.57,485729,0.4148,284269,0.1309,37219,7,0.4856,0.5959,89.56,0.0603,0.3212,0.1932,0.3374,critical 6656,Kenya,2021,capital,Education,Junior,51.68,1753051,0.0981,1581049,0.4881,771775,36,0.7104,0.7933,532.39,0.091,0.7874,0.5656,0.6918,high 6657,Senegal,2023,capital,Education,Mid_Level,17.53,424808,0.1361,366994,0.4182,153459,24,0.571,0.717,284.29,0.0682,0.4386,0.3954,0.5714,moderate 6658,Rwanda,2020,capital,Education,Senior,12.73,402855,0.114,356945,0.4785,170810,62,0.6555,0.9135,547.57,0.0697,0.7637,0.7632,0.7859,high 6659,Rwanda,2022,rural,Health,Senior,13.35,374639,0.1693,311201,0.3286,102272,58,0.7753,0.7678,621.94,0.0822,0.6419,0.7254,0.6867,high 6660,DRC,2024,capital,Agriculture,Executive,105.0,636071,0.3644,404315,0.159,64278,9,0.4888,0.6217,478.74,0.0705,0.3163,0.2339,0.3694,low 6661,Tanzania,2023,rural,Social_Services,Junior,65.05,1273047,0.3002,890834,0.2402,213953,19,0.5221,0.8187,217.64,0.058,0.4355,0.3235,0.4812,low 6662,DRC,2019,rural,Education,Senior,89.7,460716,0.4216,266478,0.1049,27962,6,0.4828,0.6974,218.41,0.0559,0.2618,0.2146,0.3381,critical 6663,Ghana,2023,remote,Administration,Junior,33.3,928603,0.3037,646543,0.2361,152669,27,0.6015,0.7617,210.26,0.0617,0.4656,0.3907,0.5005,moderate 6664,Ethiopia,2020,urban,Social_Services,Mid_Level,114.15,1184501,0.3399,781887,0.2307,180348,7,0.4982,0.618,117.14,0.0572,0.3295,0.1913,0.385,low 6665,Ghana,2018,urban,Health,Junior,30.01,829443,0.1824,678179,0.3687,250014,30,0.6123,0.7848,205.37,0.0568,0.5011,0.402,0.5796,moderate 6666,Senegal,2024,rural,Administration,Director,18.0,388089,0.2318,298119,0.2779,82832,20,0.5423,0.8068,660.08,0.0525,0.5117,0.3556,0.5193,moderate 6667,South Africa,2021,rural,Social_Services,Junior,60.54,2822607,0.2531,2108234,0.3778,796446,42,0.6296,0.7725,528.77,0.0889,0.6588,0.6979,0.6377,moderate 6668,Senegal,2019,rural,Social_Services,Junior,15.76,308704,0.2148,242409,0.2625,63628,16,0.5124,0.6847,301.96,0.0571,0.5086,0.4306,0.4986,low 6669,Nigeria,2020,rural,Health,Executive,208.37,4127756,0.2993,2892240,0.244,705770,17,0.5603,0.681,1201.0,0.0706,0.4811,0.4551,0.4745,low 6670,Ethiopia,2023,urban,Education,Mid_Level,122.93,1371092,0.3382,907439,0.2043,185345,12,0.6089,0.6489,125.98,0.0566,0.3339,0.2311,0.4004,low 6671,Mozambique,2022,capital,Infrastructure,Mid_Level,31.29,353563,0.3004,247342,0.2341,57913,8,0.5175,0.7063,111.1,0.0625,0.3299,0.1762,0.41,low 6672,Rwanda,2019,remote,Social_Services,Junior,12.43,419737,0.1845,342286,0.2307,78979,45,0.7441,0.8581,357.84,0.0803,0.5978,0.563,0.6189,moderate 6673,Senegal,2023,rural,Infrastructure,Mid_Level,17.53,375479,0.1733,310393,0.2682,83244,24,0.607,0.7661,202.9,0.0541,0.5061,0.3661,0.5359,moderate 6674,South Africa,2019,rural,Agriculture,Junior,59.58,3478624,0.231,2674954,0.3871,1035599,41,0.6589,0.8859,492.03,0.0845,0.7142,0.7062,0.6665,high 6675,Uganda,2024,rural,Administration,Director,49.0,345965,0.3759,215923,0.2049,44252,10,0.5213,0.7148,595.0,0.0665,0.4685,0.4679,0.4331,low 6676,Botswana,2025,urban,ICT,Junior,2.64,113445,0.1133,100590,0.4713,47412,52,0.7102,0.9219,468.85,0.0947,0.7291,0.6156,0.7423,high 6677,Senegal,2023,remote,Health,Junior,17.53,333841,0.2834,239221,0.1639,39216,22,0.5345,0.7045,286.25,0.0521,0.4336,0.382,0.4624,low 6678,DRC,2021,urban,Infrastructure,Junior,95.53,537944,0.3608,343845,0.1418,48758,5,0.5782,0.6714,108.75,0.0564,0.2871,0.2292,0.3601,low 6679,Ethiopia,2025,urban,Security,Junior,129.15,1659987,0.3718,1042795,0.1894,197535,7,0.5749,0.6438,123.97,0.0574,0.2599,0.1922,0.3637,low 6680,Ghana,2019,urban,Health,Senior,30.64,708708,0.1861,576832,0.4411,254421,32,0.6571,0.7213,376.02,0.0602,0.5565,0.4349,0.6011,moderate 6681,Rwanda,2025,capital,ICT,Mid_Level,14.34,485627,0.1072,433576,0.5349,231910,37,0.5789,0.8006,497.22,0.0888,0.6445,0.7749,0.7115,high 6682,Senegal,2023,rural,Administration,Mid_Level,17.53,344546,0.2098,272275,0.2583,70333,28,0.5334,0.7243,286.84,0.0649,0.5503,0.4732,0.5431,moderate 6683,Ethiopia,2022,remote,ICT,Junior,119.93,1477053,0.5154,715845,0.1298,92893,8,0.5892,0.6431,110.31,0.0652,0.2848,0.2312,0.3217,critical 6684,Kenya,2025,capital,Education,Mid_Level,56.15,1988926,0.0999,1790172,0.4671,836113,25,0.5567,0.7949,597.84,0.0914,0.7684,0.5269,0.6531,high 6685,Senegal,2023,rural,Security,Junior,17.53,351629,0.1909,284517,0.23,65446,22,0.5588,0.7437,282.88,0.0611,0.4933,0.4654,0.5222,moderate 6686,Rwanda,2023,rural,Health,Mid_Level,13.67,412075,0.1695,342214,0.3603,123287,60,0.7751,0.8205,548.41,0.095,0.6627,0.5644,0.6935,high 6687,Senegal,2020,rural,Health,Director,16.18,378899,0.2253,293523,0.2311,67845,22,0.5026,0.7602,549.66,0.0609,0.4793,0.3907,0.5075,moderate 6688,Rwanda,2022,remote,ICT,Mid_Level,13.35,357366,0.1473,304729,0.2893,88150,53,0.7329,0.7721,632.18,0.0691,0.7084,0.5985,0.6645,high 6689,Kenya,2021,urban,Education,Junior,51.68,1582060,0.1092,1409342,0.4274,602373,26,0.576,0.8059,499.29,0.0842,0.6767,0.6392,0.647,moderate 6690,DRC,2025,urban,Finance,Mid_Level,108.36,558513,0.3587,358157,0.1423,50968,6,0.5679,0.6119,119.36,0.0646,0.343,0.2113,0.3581,low 6691,Mozambique,2025,urban,Health,Mid_Level,33.89,346066,0.2674,253516,0.211,53495,12,0.5627,0.7016,95.95,0.0558,0.3234,0.1997,0.4235,low 6692,Tanzania,2025,capital,Finance,Senior,69.01,1289510,0.1511,1094705,0.3561,389795,18,0.6531,0.7701,334.47,0.061,0.445,0.4396,0.5502,moderate 6693,Uganda,2024,rural,Agriculture,Junior,49.0,354398,0.4262,203367,0.1938,39421,17,0.6348,0.6887,308.49,0.0521,0.5407,0.363,0.4281,low 6694,Mozambique,2024,rural,Finance,Mid_Level,33.0,364818,0.3531,235995,0.1647,38862,14,0.537,0.5885,96.64,0.0614,0.3297,0.2355,0.3827,low 6695,Nigeria,2021,capital,Security,Junior,213.58,4392177,0.1921,3548419,0.3742,1327825,16,0.5059,0.7006,312.69,0.0688,0.5528,0.418,0.5377,moderate 6696,Kenya,2021,capital,Security,Junior,51.68,1860700,0.1132,1650116,0.41,676591,37,0.743,0.8455,395.59,0.0879,0.701,0.7049,0.6841,high 6697,Rwanda,2025,capital,Education,Mid_Level,14.34,376791,0.0807,346387,0.5053,175029,46,0.6635,0.8744,629.05,0.094,0.6796,0.6888,0.7392,high 6698,Uganda,2021,rural,Infrastructure,Junior,44.58,361666,0.4309,205816,0.1863,38343,17,0.5316,0.7839,246.18,0.0651,0.55,0.323,0.4362,low 6699,Mozambique,2023,capital,Administration,Mid_Level,32.13,301230,0.2739,218725,0.2278,49829,11,0.6093,0.7103,117.01,0.0651,0.2556,0.1845,0.4165,low 6700,Tanzania,2024,capital,Health,Mid_Level,67.0,1160631,0.2033,924688,0.3828,353994,16,0.6439,0.7792,241.78,0.0611,0.5604,0.3358,0.5414,moderate 6701,Kenya,2020,urban,Finance,Mid_Level,50.61,1608782,0.1394,1384570,0.4978,689281,34,0.6201,0.785,570.65,0.0862,0.7316,0.7691,0.6924,high 6702,Uganda,2021,rural,Administration,Mid_Level,44.58,372061,0.3828,229627,0.1864,42813,11,0.4691,0.7745,247.71,0.0693,0.429,0.4214,0.4296,low 6703,Uganda,2019,urban,Social_Services,Junior,41.86,336060,0.2996,235383,0.2353,55378,10,0.584,0.7354,301.99,0.0675,0.538,0.4752,0.4706,low 6704,South Africa,2022,capital,Education,Senior,61.02,3390396,0.1581,2854413,0.4683,1336744,44,0.7111,0.8988,866.44,0.0774,0.6197,0.586,0.693,high 6705,South Africa,2020,remote,Education,Junior,60.06,3625257,0.3125,2492366,0.258,643130,28,0.5209,0.8428,609.19,0.0848,0.604,0.5612,0.5493,moderate 6706,Uganda,2023,urban,Security,Director,47.48,406420,0.2868,289839,0.3034,87940,14,0.5805,0.7972,761.16,0.0569,0.4754,0.3543,0.4917,low 6707,Kenya,2024,urban,Agriculture,Junior,55.0,1840456,0.1123,1633856,0.4158,679374,44,0.6983,0.8804,534.17,0.085,0.786,0.7609,0.7226,high 6708,Ghana,2018,urban,Health,Director,30.01,816769,0.2109,644530,0.3317,213776,26,0.5222,0.7009,744.8,0.063,0.5051,0.3244,0.5333,moderate 6709,DRC,2020,urban,Finance,Junior,92.57,512912,0.3847,315619,0.1714,54085,7,0.5047,0.6916,104.14,0.0496,0.2838,0.1722,0.3635,low 6710,DRC,2020,urban,Education,Junior,92.57,577093,0.3699,363625,0.1434,52141,7,0.5205,0.5885,153.43,0.0537,0.3128,0.1691,0.3473,critical 6711,Botswana,2021,capital,Health,Junior,2.49,116162,0.0906,105634,0.5463,57702,36,0.677,0.7718,536.98,0.0828,0.6186,0.7014,0.7017,high 6712,Kenya,2019,capital,Health,Executive,49.57,1620967,0.1369,1399031,0.4837,676668,42,0.7282,0.8094,1982.88,0.0712,0.6708,0.7722,0.7074,high 6713,South Africa,2021,capital,Infrastructure,Mid_Level,60.54,3045788,0.1497,2589870,0.5911,1530812,35,0.7107,0.8959,577.61,0.0921,0.7241,0.6345,0.7181,high 6714,Ghana,2024,rural,Education,Junior,34.0,814378,0.2644,599077,0.2559,153333,27,0.5944,0.6992,271.45,0.0715,0.4297,0.4217,0.5054,moderate 6715,Nigeria,2019,capital,Education,Junior,203.29,3788540,0.2097,2993999,0.4021,1204004,14,0.5125,0.6782,249.5,0.0567,0.5617,0.3402,0.525,moderate 6716,Botswana,2021,rural,Security,Mid_Level,2.49,118090,0.1906,95576,0.3799,36309,44,0.5986,0.9298,624.65,0.0854,0.704,0.6696,0.6841,high 6717,Mozambique,2019,rural,Security,Mid_Level,28.88,246105,0.3188,167651,0.1287,21568,13,0.5398,0.6905,153.4,0.0604,0.2834,0.2063,0.3875,low 6718,DRC,2020,urban,Health,Junior,92.57,634349,0.3956,383382,0.1866,71524,7,0.4839,0.5943,124.2,0.0675,0.3429,0.1766,0.3563,low 6719,Kenya,2018,urban,Education,Mid_Level,48.55,1739651,0.1393,1497367,0.5009,750090,41,0.6631,0.7979,601.44,0.0658,0.672,0.6055,0.6904,high 6720,Rwanda,2018,urban,Education,Mid_Level,12.14,341572,0.1264,298409,0.4943,147501,38,0.7066,0.923,364.43,0.077,0.7827,0.5614,0.7099,high 6721,DRC,2024,capital,Education,Mid_Level,105.0,540519,0.3563,347922,0.1894,65886,10,0.46,0.6103,114.08,0.0652,0.2989,0.1688,0.3716,low 6722,DRC,2018,urban,Health,Junior,86.92,489449,0.3719,307428,0.1791,55052,6,0.5131,0.679,145.9,0.053,0.3306,0.1948,0.3712,low 6723,Mozambique,2023,rural,Justice,Mid_Level,32.13,323040,0.4537,176479,0.1614,28490,10,0.4784,0.6041,102.65,0.0637,0.2718,0.205,0.3402,critical 6724,Kenya,2023,capital,Education,Junior,53.87,1667421,0.114,1477388,0.4476,661218,28,0.5802,0.7835,568.26,0.083,0.6501,0.5553,0.6415,moderate 6725,Kenya,2018,rural,Education,Junior,48.55,1745264,0.1696,1449185,0.2755,399317,35,0.7243,0.7868,462.84,0.0741,0.6456,0.6841,0.615,moderate 6726,Senegal,2020,urban,Health,Junior,16.18,408475,0.1858,332569,0.3093,102876,23,0.5889,0.7768,316.06,0.0502,0.5081,0.3311,0.5388,moderate 6727,Ghana,2020,urban,Health,Junior,31.29,799160,0.1602,671104,0.4104,275411,27,0.6075,0.7589,223.48,0.0612,0.4732,0.4651,0.5877,moderate 6728,Nigeria,2018,capital,Education,Senior,198.33,3909672,0.2044,3110481,0.3379,1051043,17,0.5933,0.7779,379.09,0.0649,0.541,0.3363,0.5303,moderate 6729,Senegal,2019,rural,Administration,Senior,15.76,355232,0.2111,280228,0.2201,61673,27,0.6526,0.7176,376.3,0.0537,0.5623,0.3918,0.5228,moderate 6730,Ghana,2024,rural,Infrastructure,Director,34.0,757743,0.1982,607572,0.2937,178442,31,0.5554,0.7114,587.41,0.0704,0.5529,0.4755,0.5609,moderate 6731,South Africa,2024,urban,Health,Mid_Level,62.0,3675051,0.1674,3060011,0.479,1465758,47,0.6672,0.8897,412.39,0.0843,0.7147,0.634,0.7137,high 6732,DRC,2020,rural,Administration,Junior,92.57,481442,0.5527,215371,0.1027,22109,5,0.4644,0.6821,88.94,0.0599,0.2674,0.2045,0.2995,critical 6733,Ghana,2021,urban,Agriculture,Junior,31.94,880198,0.2107,694718,0.3872,268967,19,0.5453,0.7982,206.21,0.0511,0.5694,0.4082,0.5591,moderate 6734,Tanzania,2021,remote,Infrastructure,Mid_Level,61.31,1037516,0.3532,671076,0.1788,119980,14,0.6028,0.7413,237.87,0.0697,0.4485,0.3984,0.4373,low 6735,Rwanda,2021,urban,Education,Junior,13.04,338488,0.1214,297401,0.4058,120688,53,0.6116,0.8655,418.64,0.0853,0.7561,0.7745,0.7365,high 6736,Senegal,2023,remote,Administration,Junior,17.53,373986,0.2605,276549,0.1831,50641,25,0.579,0.8132,258.79,0.0553,0.5516,0.4294,0.5132,moderate 6737,DRC,2020,remote,Finance,Junior,92.57,607874,0.6,243149,0.1,24314,6,0.5858,0.5903,123.6,0.0494,0.3299,0.1727,0.2788,critical 6738,Botswana,2022,remote,Security,Junior,2.52,109013,0.2479,81988,0.2956,24232,58,0.6357,0.9028,405.74,0.0749,0.7313,0.7297,0.6884,high 6739,Ghana,2022,capital,Health,Senior,32.62,760144,0.171,630196,0.4547,286580,28,0.5388,0.7913,463.4,0.0671,0.5015,0.3519,0.595,moderate 6740,Rwanda,2023,rural,Education,Mid_Level,13.67,456318,0.1372,393722,0.3392,133567,56,0.7765,0.8746,508.43,0.0865,0.7728,0.7533,0.7243,high 6741,Botswana,2021,rural,Finance,Senior,2.49,122993,0.185,100237,0.3828,38368,46,0.7457,0.7732,780.43,0.0717,0.7216,0.6439,0.667,high 6742,DRC,2023,capital,Administration,Mid_Level,101.74,572808,0.358,367747,0.1899,69816,7,0.493,0.6266,87.68,0.0572,0.3011,0.2274,0.3723,low 6743,Mozambique,2023,urban,ICT,Junior,32.13,332682,0.2682,243445,0.1755,42736,14,0.5709,0.6532,105.63,0.0667,0.3318,0.2269,0.4157,low 6744,Kenya,2018,capital,Health,Junior,48.55,1501934,0.1045,1344991,0.5097,685549,38,0.6095,0.9051,550.39,0.0778,0.5996,0.6905,0.7111,high 6745,Kenya,2024,capital,Health,Junior,55.0,2041811,0.1422,1751465,0.4645,813525,41,0.716,0.9158,549.02,0.0943,0.7876,0.5288,0.7021,high 6746,Mozambique,2022,urban,Social_Services,Junior,31.29,351693,0.335,233880,0.1899,44421,12,0.4703,0.6314,131.38,0.0531,0.2693,0.2363,0.389,low 6747,Senegal,2022,rural,Social_Services,Mid_Level,17.07,391925,0.1993,313796,0.2466,77379,19,0.5931,0.7643,199.83,0.0663,0.4541,0.4296,0.5123,moderate 6748,Ethiopia,2018,remote,Health,Junior,108.65,1141953,0.5154,553420,0.1218,67421,7,0.5677,0.601,151.52,0.0584,0.3039,0.2213,0.3118,critical 6749,Rwanda,2024,rural,Education,Mid_Level,14.0,367973,0.1514,312261,0.3215,100394,35,0.6959,0.9145,388.13,0.0693,0.622,0.7799,0.6574,high 6750,Mozambique,2018,rural,Health,Mid_Level,28.12,320870,0.3337,213797,0.1522,32541,13,0.5233,0.6999,134.19,0.0531,0.2678,0.2274,0.3916,low 6751,Tanzania,2018,remote,Health,Senior,56.11,935729,0.3706,588960,0.1932,113767,15,0.6182,0.7931,439.69,0.0559,0.549,0.4713,0.4642,low 6752,South Africa,2018,rural,Health,Junior,59.11,3021090,0.2724,2198045,0.3844,844844,51,0.6808,0.888,550.76,0.0642,0.6146,0.5234,0.6525,high 6753,Mozambique,2021,rural,Health,Junior,30.47,330741,0.326,222932,0.152,33893,11,0.4755,0.6806,145.01,0.0608,0.304,0.1644,0.383,low 6754,Ethiopia,2025,remote,ICT,Mid_Level,129.15,1606549,0.6,642619,0.1357,87232,12,0.4717,0.6855,110.69,0.0675,0.2604,0.2018,0.313,critical 6755,Ethiopia,2025,rural,Health,Director,129.15,1448495,0.492,735768,0.147,108162,9,0.4761,0.6995,329.48,0.0506,0.331,0.2394,0.3482,critical 6756,Uganda,2025,capital,Social_Services,Director,50.57,464564,0.2825,333309,0.3339,111275,18,0.5231,0.8184,726.01,0.0553,0.4934,0.371,0.517,moderate 6757,Uganda,2023,capital,Education,Mid_Level,47.48,412816,0.2398,313805,0.3101,97305,17,0.5635,0.7683,194.34,0.0709,0.4572,0.3921,0.5102,moderate 6758,South Africa,2025,urban,Education,Senior,62.5,2930420,0.1928,2365342,0.4408,1042671,28,0.5585,0.8206,707.26,0.0896,0.7782,0.612,0.6441,moderate 6759,Tanzania,2019,urban,Justice,Director,57.79,977632,0.161,820233,0.343,281323,16,0.5882,0.6963,607.93,0.0583,0.5158,0.4188,0.5334,moderate 6760,Mozambique,2021,remote,ICT,Junior,30.47,299798,0.4706,158724,0.1052,16695,8,0.5482,0.6211,84.81,0.0643,0.3329,0.1627,0.3214,critical 6761,South Africa,2024,urban,Education,Mid_Level,62.0,3295883,0.1809,2699552,0.4978,1343866,38,0.5589,0.8252,446.72,0.0704,0.6552,0.7719,0.6907,high 6762,Botswana,2019,capital,Social_Services,Mid_Level,2.41,122291,0.0913,111131,0.5841,64912,39,0.628,0.8911,572.87,0.0792,0.6023,0.763,0.7409,high 6763,Ethiopia,2018,rural,Education,Mid_Level,108.65,1138895,0.3398,751891,0.1766,132775,8,0.4929,0.5874,142.33,0.0615,0.3279,0.1954,0.3696,low 6764,Tanzania,2023,urban,Justice,Junior,65.05,1036038,0.1769,852732,0.3133,267119,15,0.504,0.808,223.33,0.0488,0.5113,0.4389,0.5378,moderate 6765,Kenya,2019,urban,Health,Junior,49.57,1609251,0.151,1366315,0.3979,543678,26,0.5805,0.9321,511.87,0.0809,0.7618,0.6423,0.657,high 6766,Botswana,2023,capital,Education,Junior,2.56,109473,0.0911,99501,0.575,57215,38,0.6417,0.9118,385.22,0.0801,0.6728,0.5996,0.73,high 6767,DRC,2021,capital,Agriculture,Junior,95.53,640351,0.2627,472107,0.1908,90084,5,0.5147,0.6305,99.64,0.0716,0.3021,0.2331,0.3926,low 6768,Kenya,2022,remote,ICT,Junior,52.76,1721426,0.2618,1270754,0.2273,288802,34,0.5825,0.9069,451.91,0.0828,0.6976,0.6873,0.6009,moderate 6769,Rwanda,2023,capital,Education,Junior,13.67,446322,0.0927,404955,0.5231,211851,46,0.5817,0.8569,458.0,0.0907,0.7697,0.6897,0.7471,high 6770,Botswana,2018,rural,Finance,Director,2.38,107533,0.1521,91177,0.3957,36077,46,0.6558,0.8831,1249.9,0.0785,0.7982,0.6587,0.704,high 6771,Tanzania,2021,rural,Justice,Junior,61.31,1106744,0.2454,835130,0.2336,195103,16,0.5873,0.7482,247.7,0.071,0.5615,0.4775,0.5032,moderate 6772,Senegal,2023,rural,Education,Junior,17.53,355394,0.2025,283440,0.2239,63455,21,0.5691,0.7665,306.39,0.0696,0.5216,0.4651,0.5215,moderate 6773,Ethiopia,2019,rural,Administration,Director,111.37,1534925,0.472,810422,0.1392,112838,11,0.4818,0.6904,239.42,0.0656,0.3317,0.171,0.3481,critical 6774,Nigeria,2018,rural,Agriculture,Junior,198.33,3830809,0.2508,2869856,0.2585,741728,24,0.5371,0.7581,289.52,0.0556,0.5666,0.3677,0.519,moderate 6775,Senegal,2025,capital,Health,Mid_Level,18.49,348508,0.1609,292443,0.4102,119955,15,0.491,0.7436,320.76,0.0678,0.4789,0.3702,0.5463,moderate 6776,Senegal,2023,urban,Security,Junior,17.53,423163,0.1416,363243,0.3376,122623,24,0.5457,0.8246,226.57,0.0615,0.554,0.4758,0.5857,moderate 6777,Uganda,2025,remote,Security,Junior,50.57,373206,0.4817,193423,0.1569,30348,16,0.5006,0.714,268.86,0.0593,0.5202,0.3599,0.4039,low 6778,Botswana,2022,capital,Health,Junior,2.52,96954,0.1077,86516,0.5441,47076,44,0.5937,0.8416,400.48,0.078,0.6369,0.6922,0.7283,high 6779,Botswana,2019,capital,ICT,Mid_Level,2.41,117577,0.0919,106774,0.6035,64435,45,0.7657,0.8833,411.75,0.0692,0.6426,0.678,0.755,high 6780,Kenya,2021,remote,Justice,Junior,51.68,2053097,0.2482,1543590,0.206,317982,43,0.7035,0.8276,366.76,0.0897,0.6398,0.6426,0.5993,moderate 6781,Mozambique,2025,rural,Infrastructure,Junior,33.89,355200,0.3995,213307,0.133,28366,14,0.4925,0.6125,94.36,0.0626,0.2583,0.2366,0.3597,low 6782,Botswana,2022,remote,Health,Junior,2.52,122215,0.2389,93017,0.268,24932,51,0.7768,0.8162,454.87,0.0771,0.7547,0.6125,0.6439,moderate 6783,Ethiopia,2018,rural,Health,Mid_Level,108.65,1225003,0.4517,671661,0.1448,97260,11,0.6139,0.6816,105.64,0.0611,0.3305,0.2231,0.3584,low 6784,Tanzania,2018,capital,Health,Mid_Level,56.11,913139,0.1901,739512,0.3761,278121,12,0.588,0.6806,186.65,0.0584,0.5749,0.3675,0.5228,moderate 6785,Botswana,2022,remote,Security,Junior,2.52,107685,0.1917,87044,0.2519,21927,34,0.68,0.8596,388.77,0.0769,0.6441,0.6291,0.6063,moderate 6786,Senegal,2022,capital,Security,Junior,17.07,320327,0.164,267795,0.4085,109392,16,0.4897,0.7992,188.49,0.0659,0.5186,0.4546,0.5683,moderate 6787,Ethiopia,2021,rural,Health,Senior,117.0,1345366,0.3741,842084,0.1374,115730,9,0.4559,0.6653,205.75,0.0507,0.2969,0.1968,0.3625,low 6788,Uganda,2019,urban,Security,Mid_Level,41.86,297538,0.2947,209859,0.2884,60528,11,0.4947,0.7234,285.15,0.0559,0.5385,0.4272,0.481,low 6789,Rwanda,2023,capital,Finance,Junior,13.67,358251,0.0881,326695,0.5254,171643,56,0.8122,0.8873,375.4,0.0866,0.6127,0.7358,0.7673,high 6790,Mozambique,2018,rural,Social_Services,Junior,28.12,274191,0.4083,162235,0.1363,22115,15,0.5093,0.5899,151.7,0.0591,0.3279,0.2137,0.3621,low 6791,Ghana,2024,urban,Administration,Junior,34.0,881597,0.1821,721061,0.3347,241331,29,0.5405,0.7905,242.35,0.0645,0.4832,0.4264,0.5702,moderate 6792,Kenya,2023,urban,Social_Services,Director,53.87,2138346,0.1516,1814186,0.3972,720621,44,0.6914,0.8016,1320.77,0.0833,0.6855,0.5487,0.6651,high 6793,Tanzania,2023,capital,Education,Senior,65.05,1229198,0.1514,1043089,0.3427,357422,15,0.5972,0.7275,307.29,0.0561,0.5568,0.3277,0.5329,moderate 6794,Rwanda,2023,remote,Education,Junior,13.67,464075,0.1733,383649,0.2298,88164,44,0.6795,0.8359,509.03,0.0764,0.7064,0.7547,0.6456,moderate 6795,Nigeria,2024,rural,Finance,Senior,230.0,4398999,0.3456,2878525,0.2176,626259,17,0.5851,0.7798,469.48,0.0582,0.4867,0.3308,0.4592,low 6796,Botswana,2023,rural,Health,Mid_Level,2.56,108314,0.1847,88302,0.3346,29546,44,0.7514,0.9318,566.15,0.0667,0.7089,0.6572,0.6738,high 6797,Mozambique,2021,rural,Health,Mid_Level,30.47,313834,0.3914,191012,0.1533,29275,12,0.536,0.6285,112.49,0.0604,0.2887,0.1952,0.3631,low 6798,Senegal,2023,rural,Finance,Senior,17.53,367425,0.196,295419,0.2437,72001,23,0.5047,0.7296,272.42,0.0669,0.4804,0.3461,0.5115,moderate 6799,Uganda,2021,urban,Administration,Mid_Level,44.58,354229,0.3206,240662,0.294,70764,12,0.5422,0.7501,312.25,0.0614,0.528,0.3461,0.4733,low 6800,Rwanda,2021,capital,Finance,Senior,13.04,432759,0.0826,397013,0.4911,194963,63,0.6679,0.7919,566.46,0.0807,0.8044,0.7509,0.7839,high 6801,Senegal,2019,rural,Health,Mid_Level,15.76,385379,0.2034,306996,0.2474,75941,24,0.6629,0.7564,315.9,0.0621,0.4766,0.455,0.5276,moderate 6802,Kenya,2024,urban,Health,Junior,55.0,1666240,0.1216,1463625,0.4054,593373,37,0.6346,0.7694,609.72,0.083,0.6774,0.6205,0.6587,high 6803,Rwanda,2018,urban,ICT,Mid_Level,12.14,311274,0.1132,276048,0.3937,108691,62,0.7516,0.8824,612.42,0.0891,0.7094,0.6249,0.7409,high 6804,Tanzania,2025,capital,Finance,Mid_Level,69.01,1380490,0.1524,1170035,0.3561,416653,19,0.6554,0.8053,247.65,0.0502,0.551,0.3596,0.5603,moderate 6805,Tanzania,2024,rural,Health,Junior,67.0,1071114,0.24,814010,0.2088,169987,14,0.6177,0.7551,192.5,0.0505,0.5137,0.4277,0.4846,low 6806,Ghana,2023,rural,Security,Senior,33.3,727216,0.2545,542139,0.2534,137365,20,0.6278,0.8246,334.48,0.0604,0.5302,0.4717,0.5236,moderate 6807,South Africa,2023,rural,Education,Junior,61.51,3649084,0.1862,2969538,0.366,1086896,31,0.5386,0.7891,490.17,0.0836,0.6292,0.6533,0.6191,moderate 6808,Botswana,2025,urban,Health,Junior,2.64,102329,0.1304,88984,0.5878,52300,52,0.6114,0.8971,502.92,0.0913,0.6783,0.6258,0.7593,high 6809,Senegal,2025,urban,Education,Executive,18.49,455995,0.1368,393636,0.322,126743,26,0.5531,0.7223,908.59,0.0561,0.4597,0.3487,0.5505,moderate 6810,Senegal,2020,urban,Health,Junior,16.18,361405,0.1411,310415,0.3163,98182,16,0.6135,0.7178,250.89,0.0606,0.4627,0.4504,0.5328,moderate 6811,Tanzania,2025,urban,ICT,Junior,69.01,1339796,0.1997,1072197,0.3121,334603,22,0.6682,0.6754,210.66,0.055,0.4956,0.4147,0.5254,moderate 6812,Tanzania,2024,remote,Finance,Junior,67.0,1300256,0.357,836000,0.1488,124434,19,0.6335,0.6857,256.7,0.0484,0.4673,0.3283,0.4279,low 6813,Mozambique,2025,rural,ICT,Senior,33.89,329042,0.3869,201748,0.1533,30920,9,0.4655,0.6946,192.08,0.0703,0.3186,0.1824,0.3684,low 6814,DRC,2020,urban,Education,Mid_Level,92.57,515227,0.412,302943,0.1789,54184,6,0.5261,0.7014,92.89,0.067,0.2769,0.1874,0.3583,low 6815,DRC,2022,remote,Education,Director,98.59,585092,0.5568,259308,0.1,25930,7,0.4987,0.6905,284.45,0.0558,0.2688,0.21,0.3048,critical 6816,Ethiopia,2021,remote,Health,Mid_Level,117.0,1219415,0.4464,675007,0.1373,92675,11,0.5479,0.5988,84.95,0.0542,0.2988,0.166,0.3365,critical 6817,Kenya,2020,capital,Administration,Mid_Level,50.61,1799647,0.1194,1584744,0.4298,681165,32,0.6487,0.9082,636.66,0.0854,0.7531,0.6537,0.6845,high 6818,Ethiopia,2019,rural,Security,Junior,111.37,1493432,0.4217,863715,0.1689,145889,10,0.5526,0.6808,100.25,0.0669,0.2857,0.2046,0.363,low 6819,Uganda,2022,remote,Health,Junior,46.01,324554,0.437,182709,0.1602,29274,13,0.5742,0.7861,257.36,0.0681,0.4345,0.435,0.4182,low 6820,DRC,2024,rural,Finance,Junior,105.0,568693,0.4629,305462,0.1128,34468,8,0.4838,0.5857,139.5,0.0661,0.2769,0.2115,0.3192,critical 6821,Tanzania,2024,urban,Infrastructure,Junior,67.0,1129946,0.1904,914787,0.3146,287763,20,0.5487,0.7418,319.43,0.0701,0.4416,0.4393,0.5304,moderate 6822,Rwanda,2022,urban,Security,Junior,13.35,439269,0.1146,388947,0.4922,191445,59,0.721,0.7849,380.95,0.0846,0.6995,0.7299,0.7526,high 6823,Kenya,2018,capital,Justice,Executive,48.55,1876440,0.1161,1658561,0.5341,885885,25,0.6419,0.7945,1741.09,0.0752,0.6324,0.6508,0.6645,high 6824,Botswana,2021,urban,Education,Junior,2.49,122152,0.1415,104869,0.5634,59080,49,0.6912,0.891,610.59,0.0882,0.6486,0.5727,0.7338,high 6825,Ghana,2022,urban,Education,Director,32.62,873558,0.1801,716236,0.367,262831,21,0.6711,0.7196,754.79,0.0512,0.5398,0.3987,0.551,moderate 6826,Ethiopia,2021,remote,Health,Junior,117.0,1237815,0.4297,705911,0.1355,95661,7,0.5735,0.6833,84.08,0.0547,0.3277,0.2121,0.3504,low 6827,Ethiopia,2024,remote,Health,Mid_Level,126.0,1300755,0.6,520302,0.1174,61071,8,0.4799,0.6731,143.02,0.0506,0.3434,0.1665,0.3013,critical 6828,Botswana,2024,capital,Education,Junior,2.6,105390,0.128,91898,0.6042,55522,57,0.6674,0.7973,399.55,0.0907,0.6646,0.6756,0.7652,high 6829,DRC,2020,rural,Security,Junior,92.57,622641,0.4432,346655,0.1079,37412,9,0.6158,0.6281,113.64,0.0525,0.2571,0.1707,0.3257,critical 6830,Nigeria,2025,remote,Social_Services,Director,235.75,4901885,0.3591,3141734,0.1671,524963,23,0.6257,0.7483,671.0,0.0634,0.4912,0.3529,0.4562,low 6831,Botswana,2019,capital,Health,Junior,2.41,99500,0.0917,90375,0.5487,49587,35,0.6792,0.8508,360.68,0.0692,0.5998,0.5866,0.698,high 6832,Kenya,2019,capital,Education,Mid_Level,49.57,1486234,0.1044,1331014,0.4856,646326,31,0.6186,0.9329,430.87,0.0917,0.5965,0.6147,0.6838,high 6833,Ethiopia,2020,rural,ICT,Mid_Level,114.15,1376104,0.4566,747763,0.1362,101880,11,0.479,0.7053,148.99,0.0569,0.2556,0.1812,0.3469,critical 6834,Nigeria,2024,urban,Finance,Mid_Level,230.0,4298461,0.2368,3280713,0.3246,1064840,25,0.6843,0.7515,237.34,0.0485,0.4752,0.4364,0.5383,moderate 6835,Kenya,2024,capital,Administration,Junior,55.0,2138290,0.116,1890149,0.4419,835332,39,0.7266,0.9288,579.69,0.0947,0.6775,0.7552,0.7116,high 6836,Mozambique,2021,capital,ICT,Junior,30.47,267628,0.2366,204306,0.2197,44879,10,0.556,0.6628,137.93,0.0713,0.3114,0.1798,0.4193,low 6837,Botswana,2018,urban,Education,Junior,2.38,101563,0.1222,89153,0.5258,46880,49,0.7521,0.8429,375.71,0.0781,0.7836,0.7557,0.7538,high 6838,DRC,2025,rural,Security,Mid_Level,108.36,617923,0.5401,284162,0.1084,30811,9,0.543,0.6611,112.16,0.0615,0.3257,0.1986,0.3162,critical 6839,Uganda,2024,capital,Social_Services,Senior,49.0,442384,0.2363,337867,0.2945,99514,13,0.483,0.8061,319.44,0.0516,0.5398,0.3422,0.5062,moderate 6840,Ghana,2024,rural,Education,Junior,34.0,816309,0.2049,649073,0.2871,186376,30,0.6235,0.7101,264.44,0.0502,0.471,0.4663,0.5458,moderate 6841,Tanzania,2024,rural,Security,Mid_Level,67.0,1255958,0.2711,915414,0.1938,177446,13,0.5076,0.7571,208.02,0.0592,0.5123,0.4398,0.472,low 6842,Ethiopia,2022,rural,Finance,Director,119.93,1553088,0.4108,915001,0.1447,132363,11,0.5352,0.6142,318.15,0.0573,0.325,0.1826,0.3538,low 6843,South Africa,2021,urban,Social_Services,Junior,60.54,2953683,0.1958,2375452,0.5584,1326534,36,0.717,0.8484,569.76,0.0727,0.6285,0.655,0.6863,high 6844,Mozambique,2021,capital,Health,Mid_Level,30.47,290525,0.2082,230045,0.2115,48643,9,0.4798,0.6838,89.58,0.059,0.2844,0.2383,0.4282,low 6845,DRC,2018,rural,Security,Director,86.92,492619,0.5058,243448,0.1112,27071,8,0.4662,0.6222,289.97,0.0494,0.2726,0.1684,0.3088,critical 6846,Senegal,2025,urban,Agriculture,Senior,18.49,387560,0.1361,334815,0.317,106151,24,0.676,0.7425,331.86,0.0692,0.4846,0.3407,0.5491,moderate 6847,DRC,2020,rural,Social_Services,Senior,92.57,636114,0.4096,375545,0.1197,44944,8,0.6081,0.7083,164.57,0.0693,0.3014,0.1677,0.3507,low 6848,Kenya,2018,remote,Administration,Mid_Level,48.55,1801218,0.2326,1382301,0.2613,361154,30,0.5734,0.8502,411.17,0.0805,0.7957,0.5999,0.5993,moderate 6849,South Africa,2022,rural,Agriculture,Junior,61.02,3351977,0.2373,2556671,0.3402,869815,42,0.7215,0.9029,584.83,0.0801,0.755,0.5345,0.6451,moderate 6850,Tanzania,2023,urban,Health,Mid_Level,65.05,1059931,0.2359,809880,0.2791,226044,22,0.6479,0.802,241.05,0.0544,0.4971,0.4727,0.5331,moderate 6851,Nigeria,2020,capital,Justice,Mid_Level,208.37,3846672,0.1636,3217285,0.3931,1264853,17,0.4849,0.8225,302.52,0.0629,0.5135,0.3536,0.56,moderate 6852,Kenya,2021,urban,Education,Mid_Level,51.68,1885180,0.1566,1589873,0.386,613693,25,0.5101,0.9316,531.91,0.0881,0.7309,0.5799,0.6407,moderate 6853,South Africa,2023,rural,Administration,Junior,61.51,3389107,0.2182,2649745,0.3248,860719,46,0.6769,0.8339,487.95,0.0931,0.722,0.5782,0.6468,moderate 6854,Rwanda,2021,capital,Education,Junior,13.04,349135,0.1103,310613,0.5228,162398,35,0.5633,0.9309,379.64,0.086,0.7539,0.7502,0.7307,high 6855,Botswana,2024,rural,Security,Mid_Level,2.6,101525,0.1749,83772,0.3701,31001,44,0.7065,0.871,580.41,0.0859,0.773,0.7755,0.6943,high 6856,Kenya,2021,urban,Health,Junior,51.68,1818553,0.1281,1585625,0.4316,684418,35,0.7027,0.7725,537.52,0.0825,0.6701,0.7166,0.6679,high 6857,Kenya,2025,rural,Security,Junior,56.15,2185250,0.1521,1852888,0.347,642980,43,0.7168,0.8185,507.83,0.0917,0.6105,0.5844,0.6485,moderate 6858,Kenya,2019,urban,Health,Junior,49.57,1916771,0.1414,1645751,0.4438,730434,26,0.5423,0.7838,407.95,0.0715,0.6855,0.6062,0.6374,moderate 6859,Tanzania,2018,rural,Social_Services,Junior,56.11,1130920,0.3134,776490,0.2159,167657,19,0.6381,0.7928,210.21,0.0613,0.4891,0.3656,0.4775,low 6860,Nigeria,2023,capital,Health,Junior,224.39,5152920,0.1724,4264657,0.3958,1687770,24,0.5965,0.6832,289.11,0.0622,0.5213,0.4094,0.5614,moderate 6861,Senegal,2020,remote,Security,Mid_Level,16.18,361370,0.2224,280997,0.197,55366,21,0.5693,0.7448,302.87,0.0687,0.555,0.4109,0.5045,moderate 6862,Ethiopia,2023,urban,Health,Mid_Level,122.93,1653629,0.3371,1096233,0.2481,271948,9,0.5225,0.6993,125.06,0.0537,0.2582,0.1807,0.399,low 6863,DRC,2018,remote,Health,Junior,86.92,556283,0.6,222513,0.1,22251,6,0.5,0.649,89.55,0.049,0.2552,0.2397,0.2869,critical 6864,Ghana,2023,remote,Justice,Director,33.3,807511,0.3369,535450,0.2399,128453,25,0.6555,0.8195,712.98,0.0483,0.5449,0.3373,0.4994,low 6865,Nigeria,2025,remote,Education,Mid_Level,235.75,5379914,0.3492,3501487,0.1936,677953,17,0.5696,0.8158,244.26,0.0485,0.501,0.3714,0.4632,low 6866,Nigeria,2024,rural,Justice,Mid_Level,230.0,5271648,0.2743,3825619,0.2101,803849,22,0.612,0.7301,177.89,0.0569,0.4501,0.3442,0.4779,low 6867,Kenya,2025,urban,Infrastructure,Junior,56.15,2221831,0.128,1937347,0.4516,874814,26,0.6106,0.779,482.85,0.0918,0.6048,0.6234,0.6355,moderate 6868,South Africa,2020,capital,Education,Director,60.06,3148637,0.1591,2647698,0.5946,1574382,30,0.5906,0.7718,945.53,0.0727,0.7228,0.634,0.6853,high 6869,Botswana,2019,capital,Infrastructure,Junior,2.41,98378,0.0922,89305,0.5886,52563,35,0.6157,0.8025,619.55,0.0844,0.6831,0.7317,0.7235,high 6870,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,928713,0.2062,737231,0.2849,210039,31,0.6852,0.7407,290.92,0.0516,0.5614,0.4021,0.5546,moderate 6871,Rwanda,2024,urban,Agriculture,Junior,14.0,377855,0.1089,336720,0.5294,178266,35,0.6113,0.7815,556.37,0.0745,0.8012,0.5646,0.6964,high 6872,Nigeria,2021,remote,Education,Junior,213.58,4471184,0.3115,3078274,0.1747,537795,17,0.5659,0.6888,307.94,0.0499,0.5631,0.4478,0.4627,low 6873,South Africa,2024,rural,ICT,Senior,62.0,3208597,0.2574,2382613,0.4077,971394,48,0.7194,0.921,775.4,0.0709,0.6318,0.7017,0.6791,high 6874,Mozambique,2020,capital,Health,Junior,29.66,320952,0.2094,253750,0.2336,59274,8,0.4644,0.6984,143.44,0.062,0.2753,0.1638,0.4247,low 6875,Ethiopia,2021,rural,Infrastructure,Senior,117.0,1478741,0.487,758596,0.1725,130867,8,0.4874,0.6236,154.73,0.0512,0.3264,0.1839,0.3359,critical 6876,Ethiopia,2022,remote,Education,Mid_Level,119.93,1443835,0.6,577534,0.1362,78632,12,0.5046,0.7062,145.14,0.0602,0.3088,0.1608,0.3169,critical 6877,DRC,2024,urban,Infrastructure,Mid_Level,105.0,687537,0.4026,410741,0.1719,70590,7,0.5822,0.6231,144.21,0.0545,0.2916,0.1905,0.3515,low 6878,Ethiopia,2023,rural,Education,Junior,122.93,1580036,0.3486,1029277,0.1793,184543,12,0.4688,0.6848,84.26,0.0554,0.279,0.2231,0.3906,low 6879,Uganda,2019,urban,Security,Junior,41.86,312529,0.3239,211286,0.3044,64309,16,0.5523,0.7861,237.18,0.0498,0.5005,0.4241,0.4955,low 6880,Rwanda,2022,urban,ICT,Junior,13.35,387695,0.093,351653,0.4457,156745,45,0.5874,0.7892,580.12,0.077,0.786,0.7789,0.7256,high 6881,DRC,2025,rural,Infrastructure,Mid_Level,108.36,554215,0.4064,328954,0.1035,34050,9,0.4797,0.7045,127.3,0.0719,0.3202,0.167,0.3511,low 6882,Ethiopia,2021,capital,Health,Mid_Level,117.0,1344084,0.2746,975005,0.2365,230574,7,0.4496,0.7046,109.37,0.0496,0.2884,0.2143,0.4139,low 6883,Uganda,2022,urban,Education,Mid_Level,46.01,355219,0.2814,255276,0.2536,64738,13,0.6071,0.7582,233.98,0.053,0.5158,0.3846,0.4793,low 6884,DRC,2020,rural,Agriculture,Junior,92.57,599969,0.5332,280047,0.1239,34710,8,0.4988,0.6367,145.82,0.0681,0.3325,0.2284,0.3193,critical 6885,Ethiopia,2024,rural,Education,Director,126.0,1630942,0.3384,1079054,0.1435,154852,11,0.5871,0.5992,311.36,0.0615,0.2916,0.204,0.3682,low 6886,Kenya,2018,urban,Health,Mid_Level,48.55,1725550,0.1082,1538884,0.5008,770704,32,0.5757,0.8493,533.37,0.0943,0.794,0.7075,0.7057,high 6887,Uganda,2024,urban,Education,Junior,49.0,377947,0.2805,271951,0.2765,75206,13,0.5962,0.8221,256.15,0.0565,0.538,0.3502,0.4937,low 6888,Ethiopia,2022,urban,Education,Mid_Level,119.93,1274423,0.3201,866457,0.244,211424,11,0.5661,0.5945,90.32,0.0677,0.3258,0.1715,0.3974,low 6889,Kenya,2021,remote,Social_Services,Junior,51.68,1766747,0.2232,1372391,0.2063,283115,38,0.6387,0.7838,354.01,0.0836,0.7199,0.7201,0.6023,moderate 6890,Senegal,2018,capital,Social_Services,Junior,15.34,299057,0.1693,248420,0.3406,84608,21,0.6516,0.7141,242.19,0.0715,0.4691,0.4425,0.5436,moderate 6891,Ghana,2023,rural,Education,Mid_Level,33.3,851571,0.2756,616855,0.2618,161479,18,0.5421,0.7871,252.12,0.0608,0.4475,0.3449,0.4888,low 6892,Tanzania,2019,urban,Infrastructure,Director,57.79,981679,0.1664,818280,0.3042,248882,18,0.5883,0.8064,599.71,0.0492,0.5588,0.3842,0.5447,moderate 6893,DRC,2018,urban,Finance,Director,86.92,450173,0.4138,263898,0.1447,38194,8,0.4763,0.6293,364.87,0.0623,0.3305,0.1802,0.3482,critical 6894,Senegal,2021,capital,Social_Services,Mid_Level,16.62,368833,0.1316,320283,0.3386,108454,22,0.5268,0.6859,282.17,0.0651,0.431,0.451,0.5478,moderate 6895,South Africa,2025,rural,Education,Senior,62.5,3493481,0.2434,2643231,0.3157,834529,38,0.5555,0.9317,633.13,0.0947,0.7567,0.5749,0.636,moderate 6896,Mozambique,2021,rural,Health,Mid_Level,30.47,290861,0.3198,197842,0.1524,30153,12,0.5993,0.7022,98.08,0.0637,0.2838,0.2049,0.3923,low 6897,Kenya,2019,capital,Social_Services,Junior,49.57,1677139,0.137,1447322,0.4459,645431,35,0.5779,0.7991,421.04,0.0729,0.6178,0.6721,0.6636,high 6898,DRC,2021,capital,Health,Senior,95.53,629697,0.3819,389198,0.156,60705,7,0.4628,0.6579,195.17,0.0608,0.2755,0.1959,0.3568,low 6899,DRC,2021,remote,Education,Mid_Level,95.53,637830,0.5715,273314,0.1,27331,6,0.5445,0.6362,140.71,0.0628,0.3076,0.216,0.2949,critical 6900,Ghana,2018,capital,Education,Senior,30.01,652908,0.1488,555773,0.4449,247290,26,0.6579,0.7366,317.3,0.0591,0.4767,0.3767,0.5849,moderate 6901,Tanzania,2022,urban,Health,Junior,63.15,1147034,0.1813,939055,0.3327,312413,19,0.6282,0.7221,264.93,0.071,0.4608,0.4717,0.5369,moderate 6902,Nigeria,2019,capital,Security,Executive,203.29,4446913,0.1649,3713656,0.3253,1207935,22,0.6521,0.7429,1096.32,0.0583,0.4965,0.4552,0.5517,moderate 6903,Nigeria,2024,rural,Education,Junior,230.0,4873566,0.245,3679518,0.2479,912008,21,0.5999,0.7492,241.54,0.0639,0.4791,0.4645,0.51,moderate 6904,Tanzania,2018,remote,Administration,Mid_Level,56.11,1105356,0.3242,747008,0.155,115822,17,0.6261,0.763,304.2,0.0667,0.4537,0.451,0.4551,low 6905,Senegal,2018,remote,Education,Junior,15.34,320041,0.3179,218314,0.2012,43932,19,0.5439,0.7998,187.08,0.0671,0.5372,0.3756,0.4796,low 6906,Kenya,2022,rural,Health,Director,52.76,1697955,0.1911,1373488,0.3362,461748,28,0.5409,0.8951,1183.25,0.0854,0.6063,0.7216,0.6233,moderate 6907,South Africa,2024,urban,Education,Junior,62.0,3070401,0.164,2566750,0.4567,1172154,28,0.5415,0.8718,431.86,0.0909,0.6371,0.5603,0.6437,moderate 6908,Kenya,2021,urban,Social_Services,Mid_Level,51.68,1877797,0.1269,1639548,0.5048,827632,29,0.5639,0.8668,588.63,0.0952,0.6762,0.6217,0.6768,high 6909,Nigeria,2024,remote,Agriculture,Junior,230.0,4610471,0.3595,2952998,0.1786,527353,16,0.594,0.8245,274.17,0.0545,0.4897,0.4211,0.4595,low 6910,DRC,2024,remote,Finance,Director,105.0,708843,0.6,283537,0.1004,28457,8,0.4522,0.6496,298.9,0.0497,0.2834,0.1916,0.29,critical 6911,Nigeria,2023,urban,Health,Executive,224.39,4260173,0.2173,3334329,0.3399,1133429,25,0.5742,0.7326,1028.13,0.0532,0.4431,0.4021,0.5376,moderate 6912,Rwanda,2025,urban,Education,Junior,14.34,438285,0.108,390943,0.4496,175779,57,0.6689,0.9035,587.24,0.0668,0.7991,0.5776,0.7511,high 6913,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3709802,0.1997,2968833,0.4598,1365071,36,0.7179,0.8722,584.34,0.0823,0.7945,0.6556,0.6808,high 6914,Ethiopia,2022,capital,Education,Director,119.93,1496850,0.2773,1081788,0.2614,282824,12,0.5587,0.6896,252.02,0.0532,0.2568,0.1765,0.4228,low 6915,Ethiopia,2024,rural,Social_Services,Mid_Level,126.0,1447920,0.3551,933783,0.1548,144528,12,0.5323,0.6584,149.44,0.0634,0.3083,0.2346,0.383,low 6916,Ethiopia,2020,remote,Social_Services,Mid_Level,114.15,1325993,0.4448,736186,0.1161,85455,9,0.4981,0.6479,154.33,0.057,0.2833,0.1824,0.3341,critical 6917,Uganda,2018,capital,Education,Senior,40.56,350747,0.262,258849,0.2702,69950,19,0.6551,0.7735,475.93,0.0668,0.444,0.4112,0.5011,moderate 6918,Botswana,2020,urban,Security,Mid_Level,2.45,112185,0.1509,95256,0.4902,46697,55,0.7609,0.7697,491.49,0.0689,0.62,0.7002,0.7198,high 6919,Ethiopia,2025,rural,Education,Junior,129.15,1535294,0.3687,969226,0.1756,170214,9,0.6005,0.601,88.48,0.0481,0.3432,0.1979,0.3685,low 6920,Senegal,2023,capital,Health,Junior,17.53,340345,0.1178,300267,0.334,100282,21,0.5715,0.7497,267.56,0.0546,0.5043,0.478,0.5672,moderate 6921,Tanzania,2023,rural,Administration,Junior,65.05,1070609,0.2337,820408,0.2174,178336,22,0.6526,0.7393,245.3,0.0688,0.5083,0.3803,0.5007,moderate 6922,Tanzania,2018,urban,Education,Junior,56.11,877623,0.2049,697819,0.3011,210125,21,0.6061,0.6853,247.44,0.0622,0.5506,0.4743,0.5318,moderate 6923,Uganda,2021,capital,Infrastructure,Junior,44.58,332437,0.206,263939,0.313,82606,16,0.5416,0.6763,265.62,0.0536,0.4422,0.3991,0.5023,moderate 6924,Ghana,2020,urban,Justice,Senior,31.29,861625,0.186,701341,0.3439,241180,22,0.5808,0.7576,296.26,0.0552,0.5509,0.4781,0.561,moderate 6925,Kenya,2019,rural,Education,Junior,49.57,1549615,0.2045,1232785,0.3161,389719,37,0.7231,0.8664,350.58,0.0837,0.6093,0.6381,0.6251,moderate 6926,Botswana,2024,rural,Finance,Mid_Level,2.6,126922,0.1543,107333,0.3928,42159,37,0.5929,0.808,492.14,0.067,0.7543,0.6024,0.659,high 6927,Uganda,2024,capital,Security,Director,49.0,438788,0.2785,316564,0.2764,87488,15,0.6392,0.6913,757.39,0.0635,0.4685,0.3576,0.4733,low 6928,Mozambique,2025,capital,Agriculture,Junior,33.89,361950,0.2933,255807,0.2369,60589,14,0.6296,0.6883,126.7,0.0535,0.2807,0.174,0.4196,low 6929,Tanzania,2023,capital,Health,Mid_Level,65.05,1112302,0.2055,883721,0.3689,326014,16,0.6311,0.7626,244.94,0.0676,0.5726,0.4369,0.5462,moderate 6930,Nigeria,2023,rural,Finance,Senior,224.39,4498106,0.348,2932974,0.266,780028,15,0.5501,0.7801,286.55,0.0559,0.4783,0.426,0.4744,low 6931,Kenya,2018,rural,Finance,Junior,48.55,1919680,0.1882,1558438,0.289,450414,42,0.7308,0.9118,525.94,0.0829,0.7731,0.6827,0.6626,high 6932,Nigeria,2018,rural,Administration,Mid_Level,198.33,3554767,0.3596,2276599,0.2378,541350,18,0.6402,0.7771,241.52,0.0569,0.5588,0.3706,0.4741,low 6933,Kenya,2021,urban,ICT,Senior,51.68,1915643,0.1397,1648074,0.44,725191,26,0.6762,0.9311,858.85,0.0731,0.6771,0.7311,0.6706,high 6934,Nigeria,2024,urban,Security,Director,230.0,4925224,0.2167,3857703,0.3302,1273745,23,0.5085,0.8059,492.99,0.0693,0.574,0.3282,0.547,moderate 6935,Rwanda,2025,capital,Finance,Junior,14.34,395537,0.0862,361444,0.4565,165012,60,0.8457,0.8169,571.71,0.0689,0.7935,0.7013,0.7646,high 6936,Kenya,2023,capital,Infrastructure,Junior,53.87,2093517,0.1275,1826584,0.4483,818826,26,0.6596,0.7762,488.58,0.0847,0.7212,0.5511,0.6388,moderate 6937,Ghana,2023,capital,Infrastructure,Junior,33.3,804289,0.1758,662934,0.3889,257847,30,0.6114,0.8239,266.53,0.0518,0.5373,0.4177,0.5974,moderate 6938,Nigeria,2018,capital,Social_Services,Mid_Level,198.33,4197093,0.2001,3357345,0.3954,1327463,15,0.4947,0.7334,252.94,0.0629,0.4604,0.4412,0.5365,moderate 6939,Mozambique,2023,rural,Finance,Mid_Level,32.13,369271,0.3653,234363,0.1342,31462,11,0.5025,0.5928,152.63,0.0565,0.301,0.1682,0.3556,low 6940,Botswana,2023,urban,Health,Junior,2.56,119280,0.1443,102073,0.4659,47558,36,0.7142,0.8895,628.09,0.069,0.7327,0.5803,0.6851,high 6941,South Africa,2020,urban,Education,Mid_Level,60.06,3071882,0.1883,2493525,0.4558,1136527,29,0.6685,0.9171,596.9,0.0783,0.6882,0.6003,0.6558,high 6942,Nigeria,2021,capital,Security,Mid_Level,213.58,4678846,0.2117,3688447,0.3252,1199494,24,0.5737,0.771,207.03,0.0578,0.5194,0.425,0.5485,moderate 6943,Ethiopia,2020,rural,Health,Mid_Level,114.15,1537234,0.4253,883525,0.1571,138806,9,0.4695,0.6397,143.69,0.0706,0.2712,0.2157,0.3501,low 6944,Rwanda,2022,remote,Finance,Junior,13.35,345876,0.1981,277360,0.2686,74497,62,0.6494,0.932,405.33,0.082,0.7137,0.5306,0.6869,high 6945,Tanzania,2022,urban,Social_Services,Mid_Level,63.15,991615,0.2031,790258,0.3505,276999,21,0.6272,0.8105,280.48,0.052,0.4815,0.3353,0.5426,moderate 6946,Ghana,2021,urban,Security,Junior,31.94,697181,0.2125,549039,0.4254,233578,22,0.5009,0.7178,212.73,0.0659,0.4959,0.4111,0.5566,moderate 6947,Mozambique,2025,urban,Health,Director,33.89,342082,0.2433,258848,0.218,56434,9,0.569,0.6289,378.62,0.0617,0.2802,0.189,0.4074,low 6948,Uganda,2021,remote,Finance,Mid_Level,44.58,322788,0.3943,195519,0.1331,26018,12,0.5217,0.723,286.87,0.0633,0.464,0.3611,0.4057,low 6949,Uganda,2020,urban,Infrastructure,Mid_Level,43.2,353424,0.2498,265139,0.2757,73086,18,0.584,0.691,251.62,0.071,0.5079,0.3413,0.49,low 6950,Senegal,2024,urban,Education,Executive,18.0,360353,0.153,305224,0.4007,122308,27,0.5196,0.7914,764.6,0.062,0.5312,0.3991,0.5912,moderate 6951,Ghana,2025,urban,Health,Junior,34.71,912110,0.1739,753521,0.4053,305391,27,0.5871,0.7313,247.36,0.059,0.4575,0.3224,0.563,moderate 6952,Uganda,2024,rural,Security,Junior,49.0,393971,0.2938,278218,0.2272,63205,13,0.5816,0.7423,186.18,0.0646,0.4613,0.4207,0.4654,low 6953,Botswana,2024,urban,Social_Services,Junior,2.6,112443,0.1461,96014,0.5616,53924,47,0.6136,0.7728,564.32,0.0773,0.6093,0.5397,0.7022,high 6954,Botswana,2018,urban,Justice,Mid_Level,2.38,99319,0.1351,85901,0.5996,51509,53,0.6958,0.8889,399.26,0.0889,0.6398,0.6183,0.7578,high 6955,Senegal,2022,rural,Agriculture,Senior,17.07,344714,0.2478,259301,0.2203,57132,17,0.6482,0.7888,296.04,0.0588,0.4261,0.4034,0.4869,low 6956,Rwanda,2025,urban,Agriculture,Senior,14.34,439947,0.1142,389723,0.4339,169112,51,0.7536,0.8526,707.88,0.0707,0.6466,0.7589,0.7259,high 6957,Nigeria,2019,rural,Security,Junior,203.29,3665818,0.2651,2694091,0.2434,655838,16,0.5265,0.7282,181.1,0.0487,0.426,0.4615,0.4826,low 6958,Tanzania,2025,rural,Health,Mid_Level,69.01,1382965,0.3013,966317,0.2301,222340,13,0.5261,0.8234,298.82,0.0652,0.4725,0.3497,0.4704,low 6959,Nigeria,2021,capital,Education,Senior,213.58,3850787,0.18,3157468,0.3336,1053232,24,0.5249,0.7439,471.96,0.0687,0.5238,0.4314,0.5555,moderate 6960,Ghana,2023,capital,Health,Junior,33.3,829696,0.1729,686250,0.4172,286274,17,0.6025,0.7343,295.55,0.0704,0.494,0.3946,0.5526,moderate 6961,Tanzania,2021,urban,Agriculture,Mid_Level,61.31,1070186,0.1775,880230,0.2717,239134,20,0.5651,0.7817,228.96,0.0637,0.4898,0.4699,0.5368,moderate 6962,DRC,2021,rural,Agriculture,Senior,95.53,609960,0.4625,327852,0.1077,35294,7,0.5933,0.6827,170.64,0.0571,0.2595,0.1843,0.3256,critical 6963,Uganda,2023,remote,Security,Junior,47.48,359990,0.5001,179943,0.1649,29678,11,0.5055,0.7235,308.82,0.0618,0.453,0.4126,0.3888,low 6964,Mozambique,2023,urban,Administration,Senior,32.13,333276,0.2741,241923,0.169,40875,8,0.5807,0.7014,139.38,0.0502,0.3169,0.2046,0.4011,low 6965,Nigeria,2020,urban,Education,Junior,208.37,3826908,0.2098,3024027,0.3311,1001271,25,0.5152,0.7895,190.77,0.0612,0.4534,0.322,0.5388,moderate 6966,Nigeria,2019,capital,Education,Junior,203.29,3822816,0.1838,3120112,0.4041,1260832,23,0.5363,0.772,236.56,0.0591,0.4749,0.425,0.5684,moderate 6967,Senegal,2018,urban,Justice,Executive,15.34,300575,0.1513,255108,0.3401,86759,22,0.5853,0.7994,1083.74,0.0676,0.5324,0.4713,0.5725,moderate 6968,Rwanda,2023,capital,Security,Junior,13.67,370377,0.1128,328616,0.5729,188254,38,0.6319,0.933,372.1,0.0932,0.8014,0.7494,0.7551,high 6969,Tanzania,2024,rural,Administration,Junior,67.0,1066116,0.2842,763108,0.191,145746,19,0.5963,0.7668,200.87,0.07,0.5351,0.365,0.4792,low 6970,Botswana,2022,urban,Justice,Mid_Level,2.52,106399,0.142,91295,0.5118,46727,58,0.7083,0.8619,469.98,0.0811,0.8031,0.5491,0.752,high 6971,Uganda,2024,remote,Security,Mid_Level,49.0,396926,0.4833,205081,0.1704,34941,13,0.6208,0.717,242.28,0.0586,0.4511,0.3503,0.392,low 6972,South Africa,2024,remote,Administration,Junior,62.0,3077057,0.2423,2331344,0.2859,666462,28,0.6449,0.81,566.1,0.0699,0.791,0.5489,0.5864,moderate 6973,Tanzania,2018,capital,Education,Mid_Level,56.11,991655,0.1732,819911,0.3452,283027,19,0.6138,0.7384,193.91,0.0503,0.4636,0.3474,0.5324,moderate 6974,DRC,2021,remote,Education,Director,95.53,598204,0.4922,303744,0.1,30374,9,0.5687,0.6029,213.73,0.0678,0.3221,0.2066,0.3178,critical 6975,Ethiopia,2024,rural,Agriculture,Director,126.0,1351143,0.3862,829292,0.1414,117257,8,0.587,0.6784,312.64,0.0531,0.2983,0.2047,0.3608,low 6976,Nigeria,2019,capital,Education,Senior,203.29,4147800,0.212,3268290,0.3175,1037549,17,0.5233,0.7929,294.4,0.0544,0.5293,0.4248,0.5332,moderate 6977,Rwanda,2024,rural,Social_Services,Senior,14.0,375936,0.1466,320840,0.2972,95360,49,0.7552,0.8518,680.49,0.096,0.6599,0.5677,0.6607,high 6978,Uganda,2022,urban,Education,Junior,46.01,422670,0.2555,314698,0.2794,87938,11,0.5383,0.7504,227.62,0.0489,0.5043,0.3269,0.4792,low 6979,Nigeria,2019,remote,Education,Junior,203.29,4096848,0.4314,2329450,0.167,388952,25,0.6441,0.6938,288.13,0.0654,0.5186,0.3836,0.4407,low 6980,DRC,2024,remote,Health,Junior,105.0,637148,0.6,254859,0.1,25485,7,0.4642,0.6642,141.91,0.0718,0.3127,0.209,0.2943,critical 6981,Senegal,2022,rural,Infrastructure,Junior,17.07,359335,0.2336,275394,0.2809,77371,23,0.6326,0.6752,319.43,0.0525,0.4645,0.3614,0.5032,moderate 6982,Tanzania,2020,capital,Health,Director,59.53,1043605,0.1513,885733,0.3306,292859,18,0.6151,0.7517,681.96,0.0527,0.5544,0.4571,0.5537,moderate 6983,Kenya,2018,urban,Social_Services,Junior,48.55,1494107,0.1109,1328483,0.3999,531300,29,0.6614,0.7675,516.91,0.0935,0.7926,0.6765,0.6568,high 6984,Kenya,2021,urban,Infrastructure,Senior,51.68,1666484,0.1178,1470232,0.3981,585252,34,0.6073,0.9233,705.76,0.0854,0.7718,0.7343,0.6942,high 6985,DRC,2019,rural,Security,Mid_Level,89.7,591466,0.454,322942,0.1042,33645,5,0.5413,0.6452,139.2,0.0695,0.3116,0.2043,0.3234,critical 6986,Tanzania,2019,rural,Infrastructure,Mid_Level,57.79,1037077,0.2716,755408,0.2411,182124,22,0.5914,0.8039,264.83,0.0565,0.4801,0.4422,0.5102,moderate 6987,Uganda,2021,rural,Agriculture,Junior,44.58,354992,0.3592,227470,0.2126,48353,17,0.5031,0.7678,279.88,0.0681,0.4996,0.3265,0.4536,low 6988,DRC,2018,urban,Security,Director,86.92,501885,0.3801,311101,0.1758,54686,5,0.5234,0.5952,294.31,0.069,0.3269,0.2149,0.3549,low 6989,Senegal,2025,urban,Finance,Junior,18.49,386365,0.1723,319779,0.3707,118535,17,0.6285,0.7129,211.08,0.0565,0.4826,0.4249,0.5398,moderate 6990,Rwanda,2023,rural,Infrastructure,Junior,13.67,378744,0.1699,314408,0.303,95258,48,0.7576,0.8538,637.22,0.095,0.7716,0.6257,0.6711,high 6991,Uganda,2024,rural,Administration,Junior,49.0,344628,0.3674,218010,0.1978,43127,15,0.6227,0.8004,186.47,0.0517,0.528,0.4065,0.4586,low 6992,Mozambique,2019,capital,Education,Junior,28.88,255542,0.3059,177380,0.2438,43247,9,0.5646,0.6858,120.49,0.0602,0.2806,0.2168,0.4096,low 6993,Senegal,2018,urban,Finance,Senior,15.34,372473,0.1669,310321,0.3303,102503,23,0.6072,0.7594,369.37,0.0516,0.5111,0.3787,0.5513,moderate 6994,Botswana,2021,rural,Security,Senior,2.49,105499,0.1594,88682,0.3699,32800,34,0.5663,0.9123,943.47,0.0684,0.6108,0.592,0.6448,moderate 6995,Kenya,2024,rural,ICT,Executive,55.0,1817293,0.1619,1523000,0.2833,431511,35,0.702,0.8891,1656.69,0.0769,0.762,0.61,0.6384,moderate 6996,Kenya,2020,rural,Finance,Junior,50.61,1961654,0.2095,1550744,0.3499,542622,35,0.6945,0.8905,485.16,0.0752,0.795,0.6343,0.6491,moderate 6997,Ethiopia,2019,capital,Education,Junior,111.37,1188638,0.2742,862733,0.2196,189471,12,0.5687,0.6397,134.74,0.0699,0.2586,0.215,0.4097,low 6998,South Africa,2020,urban,Agriculture,Junior,60.06,3342230,0.1491,2843859,0.5412,1539188,32,0.6007,0.9043,423.94,0.0835,0.5991,0.5403,0.6776,high 6999,Kenya,2025,capital,Education,Senior,56.15,2007656,0.1089,1789113,0.4429,792434,30,0.5869,0.8188,734.3,0.0767,0.7592,0.7375,0.681,high 7000,Senegal,2022,capital,Agriculture,Junior,17.07,342312,0.1443,292901,0.4414,129286,19,0.5083,0.6917,223.27,0.0617,0.4446,0.4406,0.564,moderate 7001,Uganda,2025,remote,Infrastructure,Junior,50.57,445013,0.5166,215130,0.1405,30218,15,0.5278,0.778,289.07,0.0562,0.4281,0.3837,0.3913,low 7002,Nigeria,2019,urban,ICT,Junior,203.29,3860976,0.2249,2992783,0.328,981489,16,0.6101,0.719,200.35,0.0686,0.5452,0.4107,0.5192,moderate 7003,Uganda,2019,remote,Education,Mid_Level,41.86,375108,0.4967,188791,0.1491,28151,14,0.5212,0.7939,316.99,0.0687,0.4927,0.4743,0.4139,low 7004,Senegal,2018,urban,Social_Services,Director,15.34,384836,0.1626,322254,0.3997,128790,23,0.6344,0.7575,546.69,0.0524,0.5218,0.4585,0.5784,moderate 7005,Senegal,2022,rural,Finance,Junior,17.07,423581,0.1788,347861,0.2614,90919,17,0.5811,0.728,189.69,0.0494,0.5444,0.3269,0.5095,moderate 7006,Nigeria,2025,urban,ICT,Junior,235.75,5130181,0.1957,4126140,0.3006,1240231,21,0.6621,0.8107,289.52,0.0673,0.5747,0.4416,0.5519,moderate 7007,Ghana,2021,urban,Infrastructure,Director,31.94,682616,0.2105,538955,0.4345,234157,19,0.4943,0.767,462.89,0.0656,0.4791,0.3671,0.5532,moderate 7008,Botswana,2020,rural,Administration,Junior,2.45,97939,0.1833,79983,0.4319,34546,56,0.8056,0.8323,354.21,0.0642,0.596,0.652,0.7018,high 7009,DRC,2020,remote,Security,Senior,92.57,622603,0.5704,267477,0.1,26747,5,0.5681,0.5889,187.23,0.0606,0.2998,0.2376,0.287,critical 7010,Nigeria,2018,rural,Education,Junior,198.33,4108242,0.2914,2910958,0.2082,606156,21,0.6671,0.6766,219.9,0.0645,0.5494,0.4102,0.4792,low 7011,Ghana,2020,capital,Health,Director,31.29,666291,0.1703,552790,0.4287,237000,29,0.5478,0.7672,667.48,0.0679,0.5749,0.4285,0.6025,moderate 7012,Tanzania,2023,capital,Finance,Senior,65.05,1330584,0.1553,1123966,0.2911,327136,20,0.5202,0.7732,317.17,0.0708,0.5481,0.4149,0.5462,moderate 7013,South Africa,2018,urban,Health,Junior,59.11,3316134,0.1471,2828219,0.4332,1225191,38,0.7468,0.8925,502.41,0.0694,0.6453,0.7299,0.6879,high 7014,Ethiopia,2018,rural,Administration,Mid_Level,108.65,1473100,0.4598,795779,0.1696,134997,9,0.4833,0.6158,95.33,0.0654,0.3081,0.2076,0.3439,critical 7015,South Africa,2020,capital,Justice,Junior,60.06,2810815,0.1506,2387503,0.5758,1374740,28,0.5678,0.8785,472.61,0.0641,0.7429,0.5734,0.6897,high 7016,Nigeria,2020,urban,Administration,Junior,208.37,3629865,0.2198,2832088,0.3167,897056,15,0.5018,0.7649,322.14,0.0692,0.5496,0.359,0.5173,moderate 7017,Rwanda,2022,capital,Finance,Mid_Level,13.35,366543,0.1098,326312,0.5396,176076,54,0.7987,0.8115,633.21,0.0766,0.679,0.7337,0.7555,high 7018,Mozambique,2024,rural,Education,Senior,33.0,358179,0.3745,224046,0.139,31149,12,0.6108,0.6927,130.64,0.0645,0.2997,0.1714,0.3722,low 7019,Nigeria,2018,urban,Education,Junior,198.33,4108099,0.225,3183909,0.3013,959308,24,0.5965,0.6911,204.27,0.0713,0.4965,0.4385,0.5262,moderate 7020,Senegal,2025,urban,Health,Mid_Level,18.49,348541,0.1551,294499,0.3198,94166,26,0.5281,0.8063,238.52,0.0593,0.4285,0.4351,0.5635,moderate 7021,Uganda,2023,rural,Health,Junior,47.48,416962,0.2887,296578,0.2155,63910,17,0.6424,0.7605,223.34,0.0496,0.554,0.4074,0.4844,low 7022,DRC,2020,remote,Security,Junior,92.57,579946,0.6,231978,0.1,23197,6,0.5946,0.6776,147.85,0.0566,0.3378,0.2073,0.2961,critical 7023,Uganda,2022,urban,Health,Mid_Level,46.01,421089,0.2584,312291,0.3112,97199,11,0.4991,0.7176,230.49,0.0613,0.5507,0.4114,0.4946,low 7024,Nigeria,2018,capital,Security,Mid_Level,198.33,3377392,0.1669,2813573,0.4013,1129217,21,0.5777,0.6887,217.13,0.0653,0.5105,0.4069,0.5562,moderate 7025,Uganda,2024,rural,Education,Director,49.0,403991,0.3066,280138,0.2007,56223,14,0.6069,0.8145,518.26,0.0654,0.5058,0.4643,0.4777,low 7026,DRC,2018,rural,ICT,Mid_Level,86.92,491218,0.5108,240286,0.1028,24709,8,0.5144,0.5999,149.58,0.0594,0.3342,0.1806,0.3095,critical 7027,Senegal,2020,remote,Infrastructure,Junior,16.18,382684,0.2221,297676,0.2075,61757,17,0.4861,0.8241,205.23,0.0696,0.5005,0.3463,0.4971,low 7028,Botswana,2022,capital,Health,Junior,2.52,113037,0.1194,99538,0.5484,54590,39,0.645,0.841,598.22,0.0673,0.6138,0.6547,0.7078,high 7029,Kenya,2022,capital,Education,Senior,52.76,1685864,0.1271,1471600,0.5097,750023,36,0.6246,0.9049,721.26,0.0668,0.5967,0.7595,0.707,high 7030,Kenya,2024,rural,Education,Junior,55.0,1978897,0.2085,1566200,0.3575,559948,31,0.6926,0.8309,403.99,0.0689,0.7175,0.5394,0.6151,moderate 7031,Ghana,2022,capital,Education,Senior,32.62,914437,0.1721,757028,0.369,279329,31,0.5794,0.6867,340.94,0.0519,0.5309,0.372,0.57,moderate 7032,Botswana,2022,remote,Finance,Junior,2.52,116752,0.2194,91141,0.2936,26756,34,0.5442,0.9121,407.71,0.0653,0.7158,0.56,0.6179,moderate 7033,Ghana,2025,rural,ICT,Senior,34.71,820683,0.2579,609028,0.274,166866,21,0.5918,0.8153,264.47,0.0701,0.4631,0.3336,0.5085,moderate 7034,Tanzania,2025,capital,ICT,Mid_Level,69.01,1374518,0.1854,1119620,0.289,323614,20,0.6207,0.7007,188.38,0.0571,0.4286,0.3204,0.5059,moderate 7035,Ghana,2024,rural,Finance,Mid_Level,34.0,817866,0.2062,649194,0.2921,189658,22,0.5513,0.6869,256.38,0.0715,0.563,0.3502,0.5208,moderate 7036,Nigeria,2021,urban,Education,Junior,213.58,4583687,0.2139,3603201,0.3581,1290310,14,0.6222,0.7886,224.59,0.0654,0.5121,0.3636,0.5269,moderate 7037,Senegal,2020,rural,Infrastructure,Junior,16.18,393462,0.2542,293453,0.2695,79096,23,0.6311,0.7084,216.25,0.0485,0.4339,0.3647,0.4975,low 7038,Kenya,2019,urban,Education,Senior,49.57,1990426,0.1221,1747301,0.3984,696046,29,0.5374,0.8557,903.87,0.0742,0.7544,0.7588,0.6712,high 7039,DRC,2018,rural,Education,Mid_Level,86.92,449988,0.3861,276237,0.105,29017,9,0.5151,0.6969,101.24,0.054,0.2685,0.2311,0.3567,low 7040,Ethiopia,2024,capital,Justice,Senior,126.0,1321963,0.2367,1009059,0.2522,254485,8,0.4559,0.6784,201.78,0.05,0.2701,0.1757,0.4202,low 7041,Senegal,2023,urban,Education,Mid_Level,17.53,360589,0.1708,298990,0.3029,90552,23,0.5294,0.6791,227.77,0.0682,0.4579,0.3496,0.5231,moderate 7042,Botswana,2022,urban,Agriculture,Mid_Level,2.52,116252,0.1083,103664,0.5294,54884,37,0.6477,0.7872,520.58,0.089,0.7843,0.744,0.7187,high 7043,Tanzania,2019,urban,Health,Junior,57.79,1051126,0.2166,823454,0.2873,236598,16,0.6259,0.7735,259.48,0.0599,0.5018,0.3682,0.5107,moderate 7044,Ghana,2018,rural,Administration,Executive,30.01,659276,0.2115,519854,0.2972,154498,25,0.6666,0.729,1045.72,0.0698,0.5251,0.3554,0.5313,moderate 7045,Ethiopia,2024,capital,Health,Junior,126.0,1507956,0.3009,1054186,0.2608,274926,10,0.5804,0.7148,85.96,0.0687,0.305,0.1912,0.4218,low 7046,Ghana,2019,remote,Agriculture,Mid_Level,30.64,686713,0.3386,454173,0.2093,95078,19,0.5015,0.8223,177.09,0.0689,0.4438,0.4309,0.476,low 7047,Ethiopia,2019,rural,Health,Senior,111.37,1238353,0.4669,660106,0.178,117507,9,0.6103,0.6688,147.68,0.0585,0.2809,0.2192,0.3506,low 7048,South Africa,2024,capital,Education,Junior,62.0,3477598,0.1601,2920884,0.497,1451779,43,0.6594,0.8835,595.25,0.0699,0.7318,0.6746,0.7149,high 7049,Mozambique,2021,urban,ICT,Junior,30.47,319444,0.3306,213823,0.2229,47661,13,0.5357,0.5921,131.48,0.0664,0.283,0.1964,0.3923,low 7050,Botswana,2019,capital,Justice,Junior,2.41,112518,0.1047,100735,0.5733,57750,47,0.7471,0.8177,397.34,0.0767,0.7517,0.5597,0.7384,high 7051,Ethiopia,2018,capital,ICT,Junior,108.65,1391588,0.3357,924429,0.2345,216746,8,0.5383,0.703,104.14,0.0659,0.2907,0.1913,0.3983,low 7052,Mozambique,2019,rural,Health,Mid_Level,28.88,322154,0.351,209068,0.1424,29771,11,0.5811,0.6914,110.43,0.0644,0.2608,0.2064,0.3758,low 7053,Ethiopia,2021,capital,Social_Services,Junior,117.0,1538944,0.2727,1119311,0.2275,254588,9,0.5067,0.6042,124.23,0.0491,0.2564,0.1987,0.3973,low 7054,Rwanda,2023,rural,Education,Mid_Level,13.67,461845,0.1205,406189,0.3176,129016,40,0.6847,0.9325,546.27,0.0923,0.7424,0.6833,0.6817,high 7055,Ethiopia,2020,rural,Health,Junior,114.15,1444374,0.4885,738744,0.1702,125706,8,0.5862,0.6534,96.12,0.063,0.2659,0.1788,0.3329,critical 7056,Mozambique,2023,remote,Education,Junior,32.13,287685,0.4925,145997,0.1,14599,13,0.5687,0.6746,109.83,0.0505,0.3419,0.2267,0.3424,critical 7057,Mozambique,2022,capital,ICT,Junior,31.29,349260,0.2271,269932,0.2022,54576,10,0.5253,0.7028,151.27,0.0499,0.3307,0.1914,0.4264,low 7058,Tanzania,2022,capital,Health,Mid_Level,63.15,1203478,0.2053,956416,0.385,368246,21,0.6403,0.6933,238.81,0.065,0.5034,0.3557,0.5373,moderate 7059,South Africa,2019,urban,Administration,Junior,59.58,2943562,0.2017,2349856,0.4619,1085291,30,0.6021,0.8866,647.63,0.0755,0.5977,0.6168,0.6445,moderate 7060,Uganda,2022,capital,Security,Junior,46.01,420045,0.207,333096,0.3204,106725,17,0.5764,0.7147,236.36,0.066,0.4848,0.3862,0.5152,moderate 7061,Nigeria,2022,rural,Social_Services,Director,218.92,3758007,0.3347,2500368,0.2525,631390,25,0.5745,0.8122,479.17,0.0576,0.4884,0.3295,0.4956,low 7062,Kenya,2020,urban,Social_Services,Mid_Level,50.61,1541596,0.1313,1339198,0.4109,550221,28,0.6063,0.8196,492.22,0.0785,0.6488,0.5692,0.6346,moderate 7063,Botswana,2023,urban,Education,Junior,2.56,124618,0.14,107165,0.5346,57289,46,0.61,0.9088,460.2,0.0713,0.6847,0.5575,0.7242,high 7064,Senegal,2020,urban,Education,Junior,16.18,355402,0.1758,292933,0.3489,102197,28,0.5366,0.7517,235.39,0.0527,0.4286,0.3227,0.5512,moderate 7065,DRC,2023,rural,Security,Junior,101.74,627802,0.4471,347125,0.1358,47127,5,0.5934,0.7124,153.49,0.0686,0.287,0.231,0.3433,critical 7066,Kenya,2019,urban,ICT,Junior,49.57,1634111,0.1496,1389580,0.4795,666311,31,0.6843,0.8575,543.48,0.0921,0.6838,0.5552,0.6625,high 7067,Kenya,2024,urban,Administration,Mid_Level,55.0,1693657,0.1248,1482284,0.4778,708246,30,0.6818,0.9211,482.4,0.0902,0.6458,0.6293,0.6789,high 7068,Botswana,2024,capital,Education,Junior,2.6,132967,0.1118,118104,0.5445,64304,40,0.6359,0.8132,440.34,0.0777,0.7397,0.5826,0.7124,high 7069,Mozambique,2022,rural,Education,Mid_Level,31.29,324803,0.3549,209542,0.148,31012,15,0.5624,0.6925,134.32,0.0664,0.263,0.2324,0.3892,low 7070,Ghana,2019,urban,Security,Junior,30.64,754783,0.172,624946,0.4316,269709,22,0.5308,0.6955,187.14,0.0699,0.5363,0.4171,0.5696,moderate 7071,Ethiopia,2024,rural,Administration,Junior,126.0,1573205,0.4731,828997,0.1383,114667,7,0.5764,0.5888,142.53,0.0619,0.3077,0.205,0.3234,critical 7072,Nigeria,2024,rural,Education,Senior,230.0,4867463,0.342,3202648,0.2644,846624,17,0.5781,0.7881,343.76,0.0716,0.5164,0.4599,0.4889,low 7073,DRC,2023,capital,Justice,Junior,101.74,661885,0.2875,471603,0.1592,75057,8,0.5167,0.5873,149.3,0.0614,0.3086,0.1903,0.3759,low 7074,Senegal,2020,capital,Health,Mid_Level,16.18,373160,0.1478,317992,0.4397,139829,24,0.6603,0.6791,185.04,0.0508,0.5233,0.4658,0.5838,moderate 7075,Botswana,2019,rural,Education,Mid_Level,2.41,94010,0.1565,79300,0.3859,30599,47,0.6516,0.8419,375.57,0.0764,0.6712,0.5283,0.6711,high 7076,Botswana,2022,remote,Infrastructure,Junior,2.52,98885,0.2334,75804,0.2982,22605,48,0.7618,0.7899,647.43,0.0843,0.801,0.6679,0.6516,high 7077,Tanzania,2024,urban,Education,Director,67.0,1200910,0.1829,981247,0.342,335584,17,0.5362,0.7902,572.79,0.0567,0.5553,0.4384,0.5502,moderate 7078,DRC,2019,capital,Finance,Mid_Level,89.7,492627,0.3837,303613,0.1685,51150,6,0.4638,0.5999,106.43,0.052,0.3145,0.2117,0.3538,low 7079,Mozambique,2018,remote,Justice,Junior,28.12,268999,0.4209,155773,0.1062,16536,11,0.5277,0.6049,92.78,0.0684,0.2684,0.2291,0.3393,critical 7080,Kenya,2023,rural,Education,Junior,53.87,1845466,0.1884,1497774,0.3197,478866,43,0.5953,0.889,510.68,0.0832,0.6324,0.6891,0.6558,high 7081,Senegal,2022,remote,Agriculture,Mid_Level,17.07,341432,0.2331,261839,0.1899,49727,24,0.5282,0.8093,302.65,0.0483,0.5431,0.469,0.5218,moderate 7082,Uganda,2022,rural,Education,Mid_Level,46.01,362197,0.3322,241873,0.199,48133,10,0.4982,0.726,202.57,0.0517,0.5067,0.4716,0.4484,low 7083,Botswana,2022,rural,Education,Executive,2.52,108631,0.1976,87166,0.4262,37152,54,0.8142,0.9129,2517.16,0.0798,0.6435,0.6913,0.7126,high 7084,Tanzania,2021,capital,Administration,Junior,61.31,1041754,0.1429,892909,0.3241,289372,13,0.5929,0.7781,178.39,0.0518,0.4462,0.4466,0.5338,moderate 7085,Uganda,2022,urban,Administration,Junior,46.01,344067,0.302,240166,0.2371,56941,16,0.5716,0.7448,180.99,0.0522,0.4759,0.4222,0.4753,low 7086,Botswana,2019,remote,Administration,Senior,2.41,114829,0.2325,88131,0.307,27060,44,0.5958,0.7945,909.17,0.0932,0.6885,0.7058,0.6372,moderate 7087,Uganda,2024,rural,Health,Junior,49.0,357771,0.3276,240572,0.1809,43519,14,0.5688,0.6988,274.24,0.0669,0.5709,0.4456,0.4548,low 7088,Uganda,2023,capital,Security,Mid_Level,47.48,370218,0.2856,264477,0.2767,73184,17,0.5898,0.7234,310.61,0.0548,0.443,0.4685,0.4899,low 7089,Ethiopia,2020,urban,Education,Junior,114.15,1477738,0.287,1053607,0.1879,197945,12,0.5819,0.5895,153.56,0.0695,0.3072,0.2024,0.3946,low 7090,South Africa,2021,urban,Health,Director,60.54,2742106,0.1404,2357196,0.5469,1289247,44,0.663,0.803,1286.07,0.0863,0.6273,0.7366,0.7185,high 7091,Mozambique,2018,remote,Security,Junior,28.12,270978,0.5,135486,0.1,13548,10,0.5811,0.5916,133.35,0.0564,0.2776,0.1836,0.3099,critical 7092,Ethiopia,2025,remote,Infrastructure,Junior,129.15,1729999,0.4708,915559,0.1195,109383,9,0.5533,0.6684,133.35,0.0661,0.2825,0.227,0.3359,critical 7093,Tanzania,2022,remote,Infrastructure,Senior,63.15,1000898,0.2692,731441,0.1524,111473,15,0.6186,0.7145,291.46,0.0502,0.441,0.4254,0.4521,low 7094,Kenya,2020,capital,Health,Director,50.61,1580306,0.122,1387505,0.4849,672843,33,0.6554,0.8235,966.96,0.0736,0.8004,0.6983,0.6966,high 7095,Botswana,2020,capital,Security,Junior,2.45,101626,0.1093,90519,0.5365,48561,39,0.6091,0.8715,602.53,0.082,0.7717,0.689,0.7311,high 7096,Uganda,2022,remote,Justice,Junior,46.01,378115,0.3817,233781,0.1276,29831,14,0.5172,0.8133,307.62,0.0638,0.4294,0.3373,0.4201,low 7097,Mozambique,2020,rural,Infrastructure,Junior,29.66,316488,0.314,217113,0.1535,33323,15,0.5389,0.6927,154.78,0.0504,0.2634,0.2,0.3976,low 7098,Kenya,2025,rural,Education,Junior,56.15,1696777,0.1575,1429534,0.3473,496406,45,0.7662,0.8128,628.22,0.0707,0.6419,0.5535,0.6514,high 7099,Ethiopia,2023,urban,Finance,Junior,122.93,1308178,0.2755,947826,0.1975,187172,8,0.5072,0.651,99.6,0.0638,0.2784,0.176,0.3936,low 7100,South Africa,2025,capital,Education,Mid_Level,62.5,3706782,0.1722,3068581,0.4958,1521385,28,0.591,0.8289,412.2,0.0818,0.7874,0.5331,0.6573,high 7101,DRC,2024,capital,Social_Services,Senior,105.0,650101,0.3671,411430,0.1915,78795,9,0.5512,0.6096,178.42,0.0542,0.3384,0.1846,0.3723,low 7102,Kenya,2022,urban,Health,Junior,52.76,1657987,0.1302,1442197,0.4366,629607,30,0.6923,0.7797,479.54,0.0659,0.7373,0.6114,0.6534,high 7103,Kenya,2024,rural,Education,Director,55.0,1970046,0.1691,1636843,0.3094,506447,39,0.6451,0.8752,1075.24,0.0709,0.7206,0.6043,0.6463,moderate 7104,Kenya,2024,rural,Education,Junior,55.0,1857093,0.1547,1569783,0.3597,564689,40,0.6069,0.8607,441.15,0.0904,0.8038,0.686,0.6793,high 7105,Nigeria,2019,capital,Agriculture,Mid_Level,203.29,4620412,0.1838,3771317,0.331,1248393,21,0.6023,0.7588,280.58,0.061,0.4303,0.3641,0.5326,moderate 7106,Botswana,2025,rural,Security,Mid_Level,2.64,116407,0.1886,94451,0.4339,40983,35,0.5697,0.7733,411.07,0.0901,0.7123,0.63,0.6491,moderate 7107,Kenya,2021,rural,Social_Services,Senior,51.68,1644036,0.1923,1327930,0.3028,402130,34,0.568,0.8481,947.82,0.0855,0.6012,0.7406,0.624,moderate 7108,Ethiopia,2023,urban,Finance,Senior,122.93,1371819,0.3013,958507,0.2385,228594,12,0.6041,0.662,217.84,0.0651,0.3295,0.1819,0.4148,low 7109,Rwanda,2018,remote,Security,Senior,12.14,379919,0.17,315341,0.2507,79068,56,0.7503,0.7693,820.77,0.0777,0.7633,0.739,0.6758,high 7110,DRC,2023,urban,Justice,Director,101.74,555631,0.4064,329804,0.1424,46954,6,0.5862,0.5931,227.57,0.0534,0.3045,0.2046,0.3389,critical 7111,Tanzania,2021,remote,Health,Director,61.31,945656,0.2719,688537,0.147,101222,21,0.5913,0.7592,616.68,0.0608,0.4402,0.4624,0.4754,low 7112,Mozambique,2022,urban,Infrastructure,Executive,31.29,332439,0.3162,227309,0.2201,50036,15,0.5053,0.7022,593.22,0.0692,0.3072,0.1706,0.4166,low 7113,Botswana,2023,rural,Health,Senior,2.56,123488,0.1437,105738,0.3626,38338,49,0.5927,0.8803,737.34,0.0869,0.7902,0.7686,0.7151,high 7114,Ethiopia,2023,remote,Education,Director,122.93,1454840,0.6,581936,0.1251,72825,11,0.5673,0.7012,368.02,0.0521,0.3025,0.1979,0.314,critical 7115,Ghana,2019,capital,ICT,Senior,30.64,741302,0.1411,636718,0.3998,254570,22,0.6498,0.7231,395.41,0.0694,0.5181,0.4731,0.5773,moderate 7116,Uganda,2018,remote,ICT,Mid_Level,40.56,360904,0.5273,170611,0.1693,28881,16,0.6331,0.7034,257.69,0.0698,0.5749,0.4585,0.4094,low 7117,Mozambique,2018,remote,Justice,Director,28.12,299946,0.4085,177419,0.1184,21004,12,0.518,0.591,245.76,0.0521,0.2561,0.1993,0.3417,critical 7118,Kenya,2019,urban,Security,Junior,49.57,1631777,0.1249,1427944,0.4555,650437,44,0.7437,0.794,527.34,0.0854,0.6519,0.5203,0.679,high 7119,Rwanda,2022,rural,Health,Junior,13.35,381025,0.1485,324439,0.3122,101283,58,0.7197,0.9034,565.23,0.0796,0.7123,0.6722,0.7099,high 7120,Nigeria,2023,remote,Social_Services,Senior,224.39,4333291,0.4214,2507307,0.2056,515430,17,0.5949,0.7875,436.71,0.0637,0.4837,0.42,0.447,low 7121,South Africa,2020,remote,Social_Services,Junior,60.06,3062220,0.2856,2187600,0.2892,632636,42,0.7538,0.892,542.53,0.086,0.786,0.6515,0.6334,moderate 7122,Rwanda,2022,rural,Education,Mid_Level,13.35,434198,0.158,365595,0.379,138578,59,0.6632,0.9155,555.71,0.0695,0.6665,0.5516,0.7119,high 7123,Rwanda,2025,urban,Infrastructure,Junior,14.34,425140,0.1238,372528,0.5061,188546,58,0.7787,0.8995,601.13,0.085,0.6259,0.6605,0.7542,high 7124,Senegal,2018,rural,Administration,Mid_Level,15.34,318365,0.2089,251859,0.2791,70288,22,0.6537,0.7884,230.31,0.0637,0.4616,0.3523,0.5222,moderate 7125,Mozambique,2018,urban,Social_Services,Junior,28.12,294378,0.272,214310,0.2268,48605,12,0.5955,0.6881,116.01,0.0497,0.2659,0.1946,0.418,low 7126,Botswana,2023,urban,Justice,Senior,2.56,105640,0.1189,93083,0.4966,46227,36,0.6544,0.7892,543.73,0.0661,0.753,0.6697,0.6951,high 7127,Uganda,2025,remote,Security,Senior,50.57,361768,0.5053,178967,0.1576,28213,18,0.5341,0.7882,275.29,0.0657,0.4535,0.4725,0.4189,low 7128,Senegal,2025,urban,Administration,Junior,18.49,420968,0.1858,342741,0.3869,132597,20,0.5275,0.7192,175.75,0.0561,0.5333,0.3938,0.5509,moderate 7129,Ethiopia,2019,urban,Education,Mid_Level,111.37,1167445,0.3441,765687,0.196,150058,12,0.5934,0.6315,97.75,0.0633,0.3416,0.2,0.3918,low 7130,Botswana,2022,urban,Agriculture,Executive,2.52,111881,0.1054,100088,0.5292,52971,51,0.7925,0.8875,2396.07,0.0788,0.615,0.5344,0.7315,high 7131,Nigeria,2019,urban,Social_Services,Mid_Level,203.29,3882632,0.2161,3043470,0.376,1144307,19,0.6079,0.8192,274.87,0.0613,0.5024,0.4248,0.5531,moderate 7132,Botswana,2022,rural,Agriculture,Executive,2.52,125726,0.1408,108029,0.4218,45561,36,0.5998,0.7994,1870.5,0.0753,0.7844,0.6619,0.6748,high 7133,Senegal,2020,rural,Infrastructure,Executive,16.18,324194,0.2388,246763,0.2221,54803,20,0.5669,0.8157,766.68,0.0593,0.4665,0.3203,0.4968,low 7134,South Africa,2018,urban,Justice,Director,59.11,3126985,0.2052,2485360,0.4271,1061442,28,0.5899,0.821,1099.43,0.0922,0.7121,0.6177,0.6316,moderate 7135,Ghana,2018,capital,Health,Junior,30.01,645259,0.1398,555066,0.3635,201741,30,0.631,0.7376,227.36,0.0691,0.4776,0.3852,0.5778,moderate 7136,Uganda,2018,rural,Education,Mid_Level,40.56,284472,0.3338,189514,0.1785,33833,17,0.6071,0.7844,207.7,0.0625,0.4396,0.3482,0.4501,low 7137,Tanzania,2025,urban,Security,Junior,69.01,1131357,0.2308,870295,0.2684,233574,18,0.6288,0.807,214.99,0.0499,0.4633,0.4144,0.5132,moderate 7138,South Africa,2023,rural,Education,Mid_Level,61.51,3075727,0.2637,2264644,0.3075,696412,35,0.6898,0.9348,460.97,0.0745,0.7508,0.7439,0.6381,moderate 7139,South Africa,2022,rural,Administration,Junior,61.02,3035706,0.1919,2453255,0.32,784924,41,0.5856,0.8898,489.92,0.0916,0.7349,0.6159,0.6531,high 7140,Ethiopia,2019,urban,Finance,Senior,111.37,1262432,0.273,917795,0.2257,207159,9,0.5171,0.6305,181.49,0.059,0.3386,0.1821,0.4073,low 7141,Ghana,2020,urban,Administration,Junior,31.29,678095,0.2079,537086,0.3529,189523,26,0.587,0.7039,304.91,0.0603,0.5096,0.3221,0.54,moderate 7142,DRC,2022,capital,Administration,Mid_Level,98.59,674028,0.3011,471048,0.178,83860,5,0.4443,0.672,84.21,0.0709,0.3423,0.1789,0.3846,low 7143,South Africa,2024,rural,Health,Senior,62.0,3644100,0.2163,2855946,0.3809,1087822,34,0.6503,0.8602,579.46,0.0938,0.7922,0.7664,0.661,high 7144,Mozambique,2022,urban,Security,Mid_Level,31.29,348105,0.3286,233731,0.1848,43201,12,0.5379,0.7058,113.44,0.0495,0.2991,0.1784,0.3977,low 7145,South Africa,2018,remote,Security,Junior,59.11,3019344,0.2598,2235016,0.2956,660714,44,0.5969,0.7661,595.96,0.0939,0.797,0.5509,0.6187,moderate 7146,Uganda,2021,capital,Administration,Mid_Level,44.58,400510,0.2356,306152,0.2632,80570,13,0.6301,0.8065,252.08,0.0559,0.4496,0.3421,0.4895,low 7147,Kenya,2019,urban,Security,Junior,49.57,1987058,0.1332,1722367,0.4526,779572,35,0.692,0.9241,604.21,0.0805,0.7921,0.6289,0.6981,high 7148,South Africa,2018,capital,ICT,Director,59.11,3521399,0.1673,2932303,0.569,1668608,48,0.6806,0.858,1548.74,0.0658,0.7133,0.6191,0.7324,high 7149,South Africa,2022,remote,Justice,Mid_Level,61.02,3409475,0.2922,2413322,0.2455,592402,38,0.5759,0.8426,481.82,0.0863,0.6516,0.6222,0.5871,moderate 7150,DRC,2021,capital,Security,Mid_Level,95.53,556130,0.2763,402484,0.1955,78692,8,0.5582,0.7079,141.86,0.0696,0.3234,0.2196,0.4103,low 7151,DRC,2024,remote,Infrastructure,Junior,105.0,717165,0.6,286866,0.1001,28702,8,0.5522,0.6433,99.16,0.0504,0.2561,0.177,0.2848,critical 7152,Senegal,2022,remote,Finance,Mid_Level,17.07,371239,0.2175,290503,0.1878,54565,20,0.5481,0.7209,197.85,0.062,0.5455,0.4533,0.5006,moderate 7153,Kenya,2020,capital,Education,Junior,50.61,1837405,0.103,1648093,0.4653,766912,35,0.674,0.9294,595.14,0.0766,0.769,0.593,0.7037,high 7154,Botswana,2023,capital,Finance,Mid_Level,2.56,126055,0.1313,109502,0.6589,72150,54,0.6498,0.9096,525.68,0.076,0.6586,0.7076,0.79,high 7155,Kenya,2021,rural,Administration,Senior,51.68,1789142,0.2076,1417782,0.3295,467103,28,0.5364,0.7726,543.65,0.0901,0.6228,0.7506,0.6037,moderate 7156,Senegal,2020,remote,Finance,Junior,16.18,326878,0.2391,248728,0.1726,42922,25,0.5357,0.7478,298.11,0.0625,0.5376,0.3375,0.4955,low 7157,Senegal,2024,rural,Health,Senior,18.0,414642,0.1742,342426,0.278,95196,28,0.6395,0.802,456.02,0.0719,0.4631,0.3965,0.5522,moderate 7158,Tanzania,2021,rural,Security,Mid_Level,61.31,1245971,0.3065,864045,0.1992,172079,17,0.484,0.7633,304.46,0.063,0.473,0.4669,0.4741,low 7159,South Africa,2024,rural,Security,Junior,62.0,3368090,0.2331,2583107,0.4066,1050245,47,0.6354,0.8938,462.82,0.0762,0.7867,0.5408,0.6777,high 7160,South Africa,2019,urban,Finance,Director,59.58,3283766,0.1759,2705996,0.5272,1426727,29,0.6211,0.8815,1514.78,0.0645,0.6506,0.5755,0.6652,high 7161,Ghana,2024,urban,Administration,Senior,34.0,942415,0.2043,749867,0.3455,259071,18,0.5867,0.6858,390.98,0.0537,0.5672,0.3913,0.529,moderate 7162,Tanzania,2023,rural,Administration,Senior,65.05,1273461,0.2451,961390,0.2138,205573,16,0.5422,0.8073,371.53,0.064,0.4589,0.4779,0.497,low 7163,Rwanda,2025,urban,Administration,Senior,14.34,377602,0.1283,329154,0.4345,143007,41,0.7617,0.7824,813.69,0.0938,0.8031,0.7471,0.7014,high 7164,Rwanda,2025,urban,ICT,Junior,14.34,398498,0.0955,360442,0.4891,176274,36,0.5908,0.8419,459.38,0.0641,0.6436,0.5339,0.6824,high 7165,Senegal,2019,urban,Education,Senior,15.76,333960,0.1555,282035,0.3325,93767,17,0.5172,0.8141,376.88,0.0699,0.5148,0.3751,0.5479,moderate 7166,Rwanda,2025,capital,Administration,Junior,14.34,467711,0.1077,417355,0.4748,198154,37,0.704,0.8901,429.67,0.0911,0.7111,0.7185,0.7108,high 7167,Senegal,2021,capital,Health,Mid_Level,16.62,420306,0.1598,353120,0.3795,133993,26,0.6014,0.7602,225.11,0.0643,0.5105,0.4705,0.582,moderate 7168,Tanzania,2021,urban,Health,Senior,61.31,1263626,0.2359,965561,0.3059,295378,18,0.5376,0.8206,288.49,0.0667,0.509,0.4232,0.5288,moderate 7169,Ethiopia,2023,urban,Infrastructure,Mid_Level,122.93,1674729,0.3035,1166521,0.2164,252464,8,0.5596,0.7044,122.33,0.0538,0.2967,0.1979,0.4034,low 7170,Ghana,2019,rural,Agriculture,Junior,30.64,755457,0.2545,563190,0.3143,176988,18,0.6402,0.695,249.02,0.0691,0.563,0.4465,0.5151,moderate 7171,South Africa,2018,urban,Education,Mid_Level,59.11,3029999,0.1996,2425120,0.4562,1106436,48,0.6625,0.9131,427.33,0.0774,0.6757,0.7181,0.7105,high 7172,Ghana,2022,remote,Health,Executive,32.62,715078,0.3042,497519,0.1916,95306,24,0.6431,0.7468,1213.75,0.0649,0.5017,0.4708,0.4911,low 7173,Rwanda,2024,remote,Infrastructure,Director,14.0,374991,0.2116,295640,0.2527,74707,35,0.6996,0.9168,1294.0,0.0783,0.7795,0.5333,0.6166,moderate 7174,Botswana,2024,rural,Agriculture,Mid_Level,2.6,109119,0.1477,93004,0.3935,36600,41,0.6157,0.8627,512.74,0.0744,0.7295,0.5325,0.6696,high 7175,Botswana,2025,capital,Administration,Mid_Level,2.64,128347,0.1183,113161,0.5832,65991,54,0.6449,0.9329,594.94,0.0938,0.7983,0.571,0.7781,high 7176,Senegal,2025,rural,Agriculture,Junior,18.49,368962,0.1878,299682,0.22,65942,20,0.6356,0.7857,179.82,0.0675,0.5086,0.3672,0.5135,moderate 7177,Ghana,2021,capital,Finance,Junior,31.94,825867,0.1791,677966,0.4242,287625,26,0.6908,0.7848,204.69,0.0711,0.4624,0.3986,0.5801,moderate 7178,Ghana,2024,urban,Social_Services,Mid_Level,34.0,924154,0.1695,767518,0.4401,337796,24,0.5997,0.7439,191.48,0.0508,0.4322,0.4426,0.5767,moderate 7179,Tanzania,2019,rural,Administration,Junior,57.79,933609,0.3025,651177,0.2562,166842,21,0.5572,0.7545,219.9,0.061,0.4898,0.4543,0.4985,low 7180,Kenya,2025,urban,ICT,Senior,56.15,2149306,0.1603,1804742,0.4051,731189,35,0.7309,0.8616,529.58,0.0895,0.789,0.6563,0.6725,high 7181,South Africa,2024,urban,Administration,Junior,62.0,3180307,0.1681,2645602,0.5317,1406751,33,0.5509,0.9135,433.0,0.0849,0.7339,0.7715,0.711,high 7182,Tanzania,2025,capital,Health,Junior,69.01,1338166,0.187,1087969,0.3131,340652,18,0.5996,0.7215,267.44,0.0521,0.5159,0.4405,0.5304,moderate 7183,Ethiopia,2023,capital,Education,Director,122.93,1378815,0.2347,1055271,0.2235,235813,10,0.6187,0.6902,326.46,0.0601,0.257,0.1947,0.4209,low 7184,Ethiopia,2020,urban,Education,Director,114.15,1338124,0.2839,958284,0.2283,218814,11,0.4813,0.6518,352.83,0.0536,0.3052,0.1618,0.4081,low 7185,DRC,2020,rural,Infrastructure,Mid_Level,92.57,608389,0.5212,291267,0.1027,29926,6,0.5856,0.6868,151.15,0.0571,0.3312,0.206,0.3171,critical 7186,Ethiopia,2022,remote,Finance,Mid_Level,119.93,1535293,0.566,666302,0.1106,73712,8,0.4589,0.6415,126.72,0.0569,0.3055,0.1664,0.2996,critical 7187,Tanzania,2021,rural,Security,Mid_Level,61.31,1058834,0.3049,735947,0.2462,181186,23,0.5049,0.6841,274.75,0.0613,0.4703,0.3307,0.4755,low 7188,Uganda,2018,rural,Finance,Mid_Level,40.56,304291,0.3188,207274,0.2101,43553,11,0.6179,0.7231,303.03,0.0606,0.5521,0.45,0.459,low 7189,Ghana,2024,urban,Health,Mid_Level,34.0,800221,0.1666,666941,0.3548,236644,29,0.6774,0.6784,314.83,0.0655,0.4576,0.4309,0.5602,moderate 7190,Tanzania,2022,remote,Security,Junior,63.15,1019907,0.369,643577,0.1917,123404,21,0.6211,0.8096,282.0,0.0713,0.4953,0.4373,0.4729,low 7191,Uganda,2022,capital,Education,Junior,46.01,339384,0.2004,271385,0.2552,69245,14,0.4993,0.8225,246.98,0.0682,0.4985,0.3931,0.5112,moderate 7192,South Africa,2023,rural,Education,Junior,61.51,3551353,0.2031,2830204,0.412,1166055,46,0.6607,0.7883,569.86,0.0777,0.7282,0.5506,0.6634,high 7193,Kenya,2018,capital,Education,Junior,48.55,1601525,0.1351,1385084,0.4201,581852,35,0.6185,0.8212,497.61,0.0941,0.7517,0.6873,0.6758,high 7194,Ghana,2025,urban,Justice,Junior,34.71,754050,0.1828,616195,0.4148,255615,27,0.5844,0.8121,227.91,0.0575,0.4474,0.4665,0.5887,moderate 7195,Kenya,2018,rural,Education,Junior,48.55,1566578,0.1705,1299550,0.3065,398300,41,0.7546,0.7813,403.45,0.0905,0.7545,0.6809,0.6472,moderate 7196,Botswana,2020,capital,Administration,Junior,2.45,102852,0.1044,92109,0.608,55999,46,0.733,0.8693,574.41,0.0919,0.7097,0.5852,0.7508,high 7197,Ethiopia,2021,capital,Administration,Junior,117.0,1545405,0.3294,1036364,0.2299,238238,7,0.5725,0.662,137.69,0.0572,0.2556,0.2236,0.3898,low 7198,Ethiopia,2025,remote,Justice,Junior,129.15,1445753,0.488,740282,0.1244,92110,11,0.5342,0.6455,126.41,0.0535,0.3422,0.1822,0.3359,critical 7199,Kenya,2025,capital,Agriculture,Senior,56.15,1734302,0.1249,1517706,0.4254,645603,28,0.5442,0.8274,641.7,0.0936,0.8005,0.5923,0.6585,high 7200,South Africa,2024,rural,Education,Junior,62.0,3553159,0.2107,2804433,0.3066,859977,35,0.6733,0.8145,441.62,0.0695,0.6438,0.7075,0.6188,moderate 7201,Rwanda,2023,rural,Infrastructure,Mid_Level,13.67,407072,0.1328,353001,0.3826,135074,37,0.6927,0.8462,627.33,0.0655,0.7391,0.634,0.6692,high 7202,Botswana,2018,urban,Finance,Mid_Level,2.38,111995,0.1369,96662,0.5659,54701,46,0.7239,0.855,508.39,0.0927,0.6005,0.7594,0.7365,high 7203,Rwanda,2025,rural,Social_Services,Junior,14.34,437209,0.1376,377055,0.3471,130875,44,0.7188,0.8548,375.46,0.0879,0.6654,0.7175,0.6789,high 7204,Ethiopia,2023,remote,Security,Junior,122.93,1371934,0.6,548773,0.1109,60837,10,0.5698,0.5983,96.14,0.0628,0.3044,0.1624,0.2891,critical 7205,Rwanda,2023,capital,Justice,Junior,13.67,413392,0.1012,371561,0.4684,174041,46,0.6947,0.9031,537.47,0.074,0.6743,0.6738,0.7271,high 7206,South Africa,2022,remote,Infrastructure,Junior,61.02,3683051,0.3413,2426207,0.2513,609761,43,0.5717,0.928,618.14,0.0729,0.6016,0.5655,0.5909,moderate 7207,Nigeria,2025,rural,Infrastructure,Senior,235.75,4766014,0.3344,3172220,0.2631,834550,17,0.5732,0.7442,414.95,0.0579,0.4836,0.4625,0.4809,low 7208,Mozambique,2024,remote,Health,Junior,33.0,361390,0.5287,170340,0.1062,18082,11,0.5689,0.6798,141.0,0.0519,0.2951,0.2104,0.3244,critical 7209,Tanzania,2024,capital,Security,Junior,67.0,1164292,0.1569,981591,0.2948,289420,14,0.5723,0.7513,308.49,0.0535,0.4367,0.3855,0.5144,moderate 7210,Kenya,2024,capital,Health,Mid_Level,55.0,1682087,0.1137,1490760,0.4579,682573,24,0.6827,0.8708,423.84,0.0761,0.7348,0.7245,0.6726,high 7211,South Africa,2021,urban,Education,Junior,60.54,2960080,0.1724,2449717,0.464,1136596,30,0.6939,0.8858,610.4,0.0764,0.7463,0.6849,0.6739,high 7212,Tanzania,2020,urban,Agriculture,Junior,59.53,940187,0.2099,742836,0.3334,247683,13,0.5466,0.7848,235.54,0.0509,0.5219,0.4697,0.5303,moderate 7213,Tanzania,2025,remote,ICT,Senior,69.01,1153115,0.3754,720219,0.1823,131295,20,0.6433,0.6761,378.72,0.0669,0.4713,0.3485,0.4351,low 7214,Kenya,2019,urban,Infrastructure,Junior,49.57,1947597,0.1476,1660158,0.445,738695,40,0.6376,0.8465,611.85,0.0907,0.7321,0.6323,0.6878,high 7215,Ghana,2024,rural,Education,Junior,34.0,931871,0.2734,677098,0.2507,169741,29,0.6124,0.741,224.92,0.0569,0.5444,0.4233,0.5247,moderate 7216,DRC,2021,rural,Finance,Mid_Level,95.53,650143,0.4819,336869,0.1279,43094,8,0.5576,0.6648,105.02,0.0706,0.2785,0.2147,0.3306,critical 7217,South Africa,2022,urban,Education,Mid_Level,61.02,2816632,0.1958,2265222,0.5371,1216564,46,0.5889,0.9313,380.71,0.0752,0.6957,0.7575,0.7353,high 7218,Tanzania,2023,urban,Security,Junior,65.05,1168630,0.1702,969700,0.2735,265228,22,0.6181,0.6904,233.82,0.0688,0.4639,0.4531,0.5261,moderate 7219,Mozambique,2018,urban,Agriculture,Junior,28.12,303546,0.3243,205116,0.1722,35312,10,0.6039,0.668,107.85,0.0621,0.2726,0.2372,0.3882,low 7220,DRC,2024,urban,Education,Senior,105.0,651971,0.3664,413075,0.1501,62012,8,0.6022,0.6324,204.11,0.0485,0.326,0.2164,0.365,low 7221,Uganda,2018,remote,ICT,Mid_Level,40.56,344363,0.4498,189469,0.1279,24229,15,0.6265,0.7684,319.66,0.0705,0.4656,0.4357,0.4124,low 7222,Senegal,2023,remote,Education,Junior,17.53,337558,0.2709,246105,0.2094,51539,22,0.6746,0.7996,320.27,0.0504,0.4395,0.4694,0.5004,moderate 7223,Ghana,2020,capital,Education,Junior,31.29,854038,0.1884,693150,0.4573,316958,19,0.6158,0.6775,218.89,0.0506,0.555,0.3678,0.5586,moderate 7224,Senegal,2025,capital,Finance,Director,18.49,377459,0.1472,321905,0.3584,115365,17,0.6295,0.7,642.37,0.0611,0.4271,0.4596,0.539,moderate 7225,Botswana,2018,urban,Education,Junior,2.38,105954,0.1422,90889,0.599,54446,31,0.7147,0.881,470.31,0.0803,0.6865,0.5844,0.701,high 7226,Uganda,2025,capital,Finance,Senior,50.57,393166,0.2183,307342,0.2914,89552,18,0.5918,0.6974,434.22,0.0484,0.4533,0.4177,0.505,moderate 7227,Nigeria,2018,capital,Security,Executive,198.33,3518311,0.2399,2674238,0.3603,963408,23,0.6113,0.7331,776.5,0.0633,0.5684,0.3682,0.5412,moderate 7228,Uganda,2021,urban,Health,Junior,44.58,400217,0.2929,283002,0.3152,89202,18,0.6433,0.7009,255.8,0.0576,0.5204,0.4496,0.5027,moderate 7229,Ethiopia,2025,capital,Security,Senior,129.15,1687323,0.2532,1260088,0.2143,270022,9,0.5224,0.6891,233.39,0.0689,0.2774,0.1946,0.4133,low 7230,Ethiopia,2024,urban,Health,Mid_Level,126.0,1617003,0.3517,1048305,0.2373,248773,8,0.5378,0.6037,91.35,0.0685,0.2789,0.2175,0.3816,low 7231,Senegal,2023,capital,Health,Junior,17.53,386253,0.136,333719,0.3616,120680,15,0.5725,0.7459,309.89,0.0512,0.5004,0.4044,0.5463,moderate 7232,Botswana,2022,capital,Health,Junior,2.52,103653,0.111,92147,0.6203,57154,40,0.6269,0.8417,530.42,0.0855,0.672,0.5832,0.7291,high 7233,Kenya,2022,urban,Education,Junior,52.76,2034606,0.1564,1716462,0.4669,801422,41,0.7633,0.7986,409.89,0.0843,0.8025,0.6701,0.6972,high 7234,Tanzania,2025,remote,Social_Services,Mid_Level,69.01,1319011,0.3528,853646,0.1676,143113,14,0.4833,0.6769,258.23,0.0574,0.4403,0.4388,0.4282,low 7235,Kenya,2022,urban,Administration,Junior,52.76,1849894,0.1556,1562116,0.4956,774253,36,0.6466,0.7946,357.17,0.0907,0.6661,0.7558,0.6864,high 7236,South Africa,2022,capital,Health,Mid_Level,61.02,3706045,0.1658,3091686,0.5377,1662392,29,0.6115,0.7944,497.12,0.0692,0.6014,0.7667,0.6715,high 7237,Mozambique,2023,remote,Education,Mid_Level,32.13,313979,0.4414,175387,0.1087,19062,15,0.5403,0.6218,86.41,0.0488,0.3,0.2089,0.3485,critical 7238,Tanzania,2024,urban,Security,Junior,67.0,1042298,0.2241,808770,0.2785,225237,20,0.6354,0.8207,204.62,0.068,0.4603,0.3495,0.5177,moderate 7239,Tanzania,2022,capital,Security,Senior,63.15,1263594,0.1492,1075061,0.2964,318638,18,0.601,0.7863,292.77,0.0647,0.509,0.3586,0.5365,moderate 7240,Mozambique,2019,remote,Justice,Junior,28.88,257182,0.5289,121157,0.1016,12313,8,0.5546,0.6515,98.99,0.07,0.3224,0.1771,0.3109,critical 7241,Tanzania,2025,urban,Education,Junior,69.01,1299106,0.2057,1031885,0.3027,312397,17,0.5728,0.6871,245.07,0.0699,0.5504,0.4239,0.5173,moderate 7242,Rwanda,2025,remote,Security,Junior,14.34,372121,0.201,297340,0.2579,76690,52,0.7179,0.7723,375.93,0.0713,0.7231,0.665,0.6489,moderate 7243,South Africa,2018,urban,Health,Junior,59.11,3126426,0.1676,2602383,0.5407,1407205,29,0.5637,0.8498,574.13,0.0921,0.6974,0.7591,0.6889,high 7244,Senegal,2022,rural,Education,Junior,17.07,403853,0.22,315023,0.2607,82129,25,0.6295,0.7105,195.36,0.0484,0.5342,0.4092,0.5236,moderate 7245,South Africa,2020,capital,Education,Mid_Level,60.06,2849614,0.1549,2408124,0.5291,1274255,44,0.7421,0.9195,634.03,0.0788,0.7421,0.6872,0.7344,high 7246,Tanzania,2022,rural,Justice,Senior,63.15,1043529,0.2196,814363,0.2049,166867,21,0.5951,0.7716,432.57,0.0529,0.5273,0.3465,0.5019,moderate 7247,Botswana,2022,capital,Education,Mid_Level,2.52,128925,0.1066,115175,0.5999,69096,54,0.6723,0.9123,555.49,0.0712,0.6933,0.729,0.7874,high 7248,Mozambique,2021,rural,Education,Junior,30.47,331251,0.3751,206990,0.1519,31432,15,0.6426,0.6477,124.58,0.0554,0.3083,0.2268,0.3823,low 7249,DRC,2019,capital,Finance,Mid_Level,89.7,462045,0.3022,322421,0.1608,51829,10,0.5588,0.6681,84.77,0.0494,0.2856,0.1712,0.3855,low 7250,Ghana,2018,urban,Administration,Director,30.01,766839,0.1788,629698,0.3698,232872,32,0.5754,0.7246,678.02,0.0657,0.4264,0.3574,0.5648,moderate 7251,Mozambique,2019,capital,Justice,Mid_Level,28.88,303644,0.2301,233786,0.2481,58004,15,0.5484,0.6061,101.58,0.0608,0.3209,0.1661,0.4316,low 7252,Ethiopia,2024,urban,Social_Services,Mid_Level,126.0,1526650,0.2771,1103660,0.2263,249799,9,0.5506,0.7059,98.43,0.0666,0.3085,0.2388,0.4204,low 7253,Ethiopia,2020,remote,Education,Mid_Level,114.15,1440547,0.5174,695262,0.1167,81117,12,0.5858,0.6839,139.68,0.055,0.2703,0.1735,0.3268,critical 7254,Nigeria,2022,urban,Education,Junior,218.92,4039133,0.2075,3200996,0.3437,1100198,21,0.6208,0.7869,283.58,0.0495,0.521,0.4637,0.5531,moderate 7255,South Africa,2025,capital,Finance,Junior,62.5,3012969,0.1626,2522990,0.5226,1318612,47,0.7246,0.8232,397.97,0.0671,0.6656,0.626,0.7101,high 7256,Tanzania,2018,urban,Social_Services,Junior,56.11,881951,0.2307,678525,0.2907,197222,16,0.496,0.7663,281.23,0.0542,0.4805,0.473,0.5153,moderate 7257,Kenya,2022,rural,Education,Junior,52.76,1650248,0.1599,1386315,0.3177,440497,30,0.584,0.8617,574.5,0.096,0.6106,0.6212,0.6169,moderate 7258,Uganda,2020,urban,Health,Junior,43.2,324780,0.2719,236462,0.2364,55897,15,0.635,0.7939,271.8,0.0601,0.4895,0.3644,0.4831,low 7259,South Africa,2022,urban,Social_Services,Junior,61.02,2986399,0.1889,2422373,0.5022,1216448,46,0.7494,0.8629,498.99,0.0951,0.7722,0.699,0.7199,high 7260,Kenya,2022,capital,Health,Senior,52.76,1666294,0.1227,1461883,0.4956,724497,38,0.6558,0.8998,700.38,0.0669,0.7778,0.5477,0.7058,high 7261,South Africa,2022,capital,Agriculture,Junior,61.02,3366878,0.148,2868459,0.6102,1750318,34,0.5971,0.8272,373.09,0.0916,0.6151,0.5723,0.6934,high 7262,Tanzania,2019,capital,Finance,Junior,57.79,1159556,0.2065,920112,0.3037,279455,14,0.5231,0.7562,247.74,0.0571,0.4651,0.4564,0.5149,moderate 7263,Ghana,2021,capital,Justice,Junior,31.94,871192,0.1751,718619,0.3722,267480,22,0.6111,0.787,239.8,0.0615,0.4385,0.3206,0.5482,moderate 7264,Rwanda,2019,urban,Infrastructure,Junior,12.43,420705,0.092,381980,0.5137,196231,63,0.7486,0.9027,514.28,0.0668,0.6284,0.6485,0.776,high 7265,Ethiopia,2020,rural,Education,Junior,114.15,1491801,0.4304,849727,0.1628,138351,9,0.5314,0.5995,135.38,0.051,0.3264,0.1951,0.3477,critical 7266,Ghana,2018,remote,Administration,Junior,30.01,649736,0.2741,471638,0.2038,96141,25,0.6335,0.8213,258.9,0.0616,0.5682,0.3794,0.5129,moderate 7267,Senegal,2025,urban,Justice,Mid_Level,18.49,449084,0.1413,385636,0.3531,136152,15,0.6208,0.7127,304.77,0.0601,0.5253,0.3584,0.5357,moderate 7268,South Africa,2022,rural,Security,Mid_Level,61.02,3381617,0.186,2752743,0.3098,852852,49,0.7179,0.8954,583.35,0.0914,0.7701,0.5704,0.6718,high 7269,Uganda,2022,urban,Security,Senior,46.01,410135,0.2315,315186,0.2895,91255,12,0.5633,0.7095,267.08,0.0494,0.4964,0.3714,0.4877,low 7270,Senegal,2025,capital,Administration,Mid_Level,18.49,403947,0.1281,352204,0.3281,115543,21,0.5714,0.7087,282.74,0.0635,0.4729,0.4704,0.5531,moderate 7271,Ghana,2024,rural,Social_Services,Senior,34.0,846227,0.2845,605460,0.293,177421,17,0.5604,0.7927,361.4,0.0698,0.543,0.4068,0.5085,moderate 7272,Uganda,2020,capital,ICT,Junior,43.2,320109,0.2362,244514,0.2997,73289,19,0.5073,0.8061,195.82,0.0596,0.5548,0.4482,0.5346,moderate 7273,Mozambique,2025,rural,Justice,Director,33.89,329879,0.3706,207626,0.1498,31112,14,0.5175,0.684,357.55,0.0622,0.2738,0.2237,0.3822,low 7274,Rwanda,2025,urban,Education,Director,14.34,369178,0.1257,322764,0.4509,145540,55,0.688,0.818,960.58,0.0831,0.7454,0.5534,0.7214,high 7275,Mozambique,2024,urban,Education,Junior,33.0,358548,0.2493,269144,0.1829,49236,9,0.6061,0.6717,133.04,0.0711,0.2938,0.2013,0.4062,low 7276,DRC,2019,rural,Security,Junior,89.7,464322,0.4333,263151,0.105,27623,9,0.597,0.6208,101.46,0.0639,0.3257,0.2156,0.3377,critical 7277,South Africa,2022,urban,Security,Mid_Level,61.02,2955124,0.1386,2545449,0.5176,1317596,35,0.5493,0.7681,392.81,0.0667,0.7437,0.762,0.698,high 7278,Kenya,2019,rural,Infrastructure,Mid_Level,49.57,1569286,0.1531,1328958,0.3516,467234,41,0.7496,0.8014,509.74,0.0762,0.775,0.6572,0.6655,high 7279,Senegal,2019,urban,Agriculture,Mid_Level,15.76,373099,0.1943,300590,0.344,103392,21,0.5938,0.7793,213.83,0.0622,0.4621,0.3885,0.5419,moderate 7280,Rwanda,2022,urban,Agriculture,Junior,13.35,459204,0.1136,407028,0.4172,169807,58,0.7048,0.8178,590.35,0.0809,0.6055,0.6879,0.7229,high 7281,Senegal,2019,rural,Infrastructure,Junior,15.76,387088,0.1932,312303,0.239,74649,18,0.5759,0.7296,226.78,0.0657,0.5732,0.3954,0.5128,moderate 7282,Uganda,2023,rural,Security,Senior,47.48,404325,0.4269,231705,0.2245,52020,15,0.541,0.8227,344.95,0.0552,0.431,0.4748,0.4509,low 7283,Tanzania,2024,capital,Education,Junior,67.0,1382575,0.1427,1185303,0.2878,341109,20,0.5275,0.6753,266.67,0.0592,0.4807,0.322,0.5178,moderate 7284,Uganda,2018,rural,Administration,Junior,40.56,356560,0.4134,209170,0.2182,45642,18,0.6571,0.7173,175.98,0.0577,0.5315,0.3747,0.4444,low 7285,Senegal,2022,urban,Finance,Mid_Level,17.07,417162,0.1824,341088,0.3997,136328,18,0.5657,0.7774,251.57,0.0578,0.4487,0.4112,0.5519,moderate 7286,DRC,2025,rural,Infrastructure,Mid_Level,108.36,581118,0.5162,281157,0.1243,34961,7,0.6034,0.616,110.49,0.0597,0.3392,0.1883,0.3147,critical 7287,Mozambique,2022,urban,Health,Junior,31.29,342875,0.275,248595,0.2032,50514,13,0.5566,0.6235,155.34,0.0544,0.2707,0.2221,0.4074,low 7288,Kenya,2018,urban,Education,Junior,48.55,1676290,0.1354,1449372,0.4298,622994,43,0.7692,0.7772,611.86,0.0816,0.691,0.7155,0.6884,high 7289,Ethiopia,2023,remote,Health,Junior,122.93,1559474,0.5566,691422,0.1323,91490,11,0.5405,0.6316,118.3,0.0536,0.2705,0.2246,0.3157,critical 7290,Uganda,2019,capital,Health,Junior,41.86,287632,0.2036,229073,0.3015,69068,18,0.652,0.72,234.42,0.0533,0.4987,0.4235,0.5197,moderate 7291,Botswana,2024,capital,Social_Services,Mid_Level,2.6,130761,0.1003,117643,0.5465,64291,32,0.6241,0.829,634.37,0.0891,0.7915,0.7208,0.7171,high 7292,Ethiopia,2020,rural,Security,Mid_Level,114.15,1450680,0.3605,927729,0.1546,143455,7,0.497,0.6852,110.38,0.0491,0.3441,0.1749,0.3707,low 7293,Ghana,2020,capital,Administration,Junior,31.29,723707,0.1797,593691,0.428,254078,31,0.6723,0.709,212.51,0.0598,0.5078,0.3956,0.5863,moderate 7294,Ghana,2022,remote,Finance,Junior,32.62,884544,0.3453,579075,0.1973,114233,30,0.6847,0.7177,211.44,0.0648,0.535,0.4363,0.4928,low 7295,Ghana,2018,rural,Administration,Junior,30.01,671419,0.2512,502766,0.2521,126743,20,0.503,0.7145,269.58,0.0535,0.5073,0.4437,0.5025,moderate 7296,Tanzania,2021,remote,Education,Executive,61.31,1008416,0.3503,655135,0.17,111383,15,0.5109,0.6874,1175.39,0.0519,0.5198,0.3502,0.4325,low 7297,South Africa,2022,capital,Education,Mid_Level,61.02,3536794,0.1786,2904974,0.6003,1743806,33,0.5743,0.809,642.06,0.0954,0.8021,0.7002,0.7095,high 7298,Kenya,2021,rural,Social_Services,Junior,51.68,1693961,0.2148,1330047,0.3299,438789,45,0.708,0.9338,506.25,0.09,0.7003,0.7573,0.6771,high 7299,South Africa,2020,urban,Health,Senior,60.06,3009978,0.1374,2596261,0.4523,1174192,49,0.6818,0.7866,800.81,0.0941,0.7494,0.6863,0.7128,high 7300,Ghana,2022,urban,Finance,Junior,32.62,826006,0.1506,701611,0.3299,231460,26,0.5744,0.7947,290.77,0.0687,0.4978,0.4563,0.5744,moderate 7301,Ghana,2023,remote,Finance,Mid_Level,33.3,769873,0.3367,510689,0.2247,114757,27,0.5437,0.7448,322.31,0.0718,0.5681,0.4728,0.5053,moderate 7302,Uganda,2023,rural,Administration,Mid_Level,47.48,359171,0.4137,210570,0.1758,37011,14,0.6158,0.7959,234.05,0.0581,0.4832,0.4414,0.4374,low 7303,Tanzania,2020,urban,Education,Senior,59.53,1224153,0.1654,1021660,0.3033,309840,19,0.547,0.7089,279.22,0.0596,0.4743,0.3241,0.5181,moderate 7304,Tanzania,2022,rural,ICT,Mid_Level,63.15,1089738,0.2283,840997,0.2397,201565,12,0.6184,0.7112,193.82,0.0615,0.5164,0.4198,0.4831,low 7305,Rwanda,2019,rural,Health,Executive,12.43,370474,0.129,322686,0.3463,111745,46,0.6005,0.8047,2245.08,0.0896,0.6942,0.6603,0.6755,high 7306,South Africa,2021,capital,Finance,Junior,60.54,3440994,0.1254,3009386,0.4997,1503716,41,0.6079,0.8404,498.01,0.0691,0.6608,0.6735,0.7055,high 7307,Senegal,2024,urban,Health,Mid_Level,18.0,379720,0.1592,319285,0.3953,126227,20,0.652,0.7157,278.89,0.0584,0.5659,0.4384,0.5668,moderate 7308,DRC,2020,rural,Administration,Mid_Level,92.57,616021,0.4451,341848,0.1294,44239,6,0.5795,0.656,87.94,0.0545,0.2998,0.2013,0.3346,critical 7309,DRC,2023,rural,Justice,Senior,101.74,630100,0.4254,362032,0.1256,45467,7,0.4609,0.647,213.49,0.0585,0.2879,0.1756,0.3359,critical 7310,Ghana,2022,urban,Security,Junior,32.62,781553,0.1987,626257,0.3306,207023,19,0.6572,0.6763,289.27,0.0566,0.4683,0.434,0.5221,moderate 7311,Kenya,2024,urban,Health,Senior,55.0,2156005,0.14,1854177,0.4058,752362,44,0.663,0.9195,634.21,0.0932,0.7529,0.6354,0.7032,high 7312,Ghana,2018,urban,Social_Services,Mid_Level,30.01,704911,0.1872,572917,0.435,249226,23,0.5434,0.802,255.94,0.0617,0.5638,0.3845,0.5846,moderate 7313,Ethiopia,2023,remote,Agriculture,Mid_Level,122.93,1472685,0.4389,826252,0.1122,92745,9,0.4964,0.6205,146.82,0.0622,0.3398,0.1962,0.3375,critical 7314,Senegal,2023,rural,Administration,Junior,17.53,363790,0.2378,277293,0.2771,76839,16,0.5732,0.7121,302.18,0.0662,0.5084,0.4203,0.4995,low 7315,Ethiopia,2025,capital,Security,Junior,129.15,1759456,0.2642,1294622,0.2227,288306,7,0.4506,0.711,140.0,0.0706,0.29,0.1845,0.4112,low 7316,Rwanda,2023,rural,ICT,Junior,13.67,418611,0.1491,356205,0.3573,127275,64,0.8511,0.8916,464.91,0.076,0.737,0.6164,0.7311,high 7317,Ethiopia,2023,remote,Agriculture,Mid_Level,122.93,1555155,0.5488,701704,0.1205,84536,11,0.4768,0.6773,97.22,0.0671,0.3103,0.1928,0.3223,critical 7318,DRC,2021,urban,Education,Junior,95.53,544917,0.3546,351701,0.1513,53210,5,0.5691,0.6892,149.36,0.0518,0.2667,0.1778,0.3595,low 7319,Ethiopia,2018,rural,Security,Junior,108.65,1385494,0.3833,854385,0.173,147780,8,0.5217,0.6995,138.85,0.0515,0.289,0.1828,0.3695,low 7320,Uganda,2021,capital,Health,Director,44.58,404797,0.225,313719,0.3015,94575,16,0.5167,0.798,529.92,0.0557,0.445,0.3446,0.5078,moderate 7321,Mozambique,2022,remote,Health,Junior,31.29,307028,0.4933,155579,0.1029,16015,9,0.5964,0.6651,148.49,0.0628,0.2938,0.1982,0.3239,critical 7322,Ghana,2022,capital,Education,Senior,32.62,937386,0.1627,784852,0.4388,344372,29,0.6958,0.6764,419.74,0.0612,0.4492,0.4674,0.5846,moderate 7323,Kenya,2023,urban,Health,Mid_Level,53.87,2082899,0.1543,1761521,0.5025,885207,28,0.67,0.8986,583.29,0.0761,0.7105,0.7112,0.684,high 7324,Kenya,2018,urban,Security,Mid_Level,48.55,1899150,0.153,1608583,0.4931,793186,41,0.6997,0.9287,447.22,0.0952,0.6517,0.5703,0.699,high 7325,Tanzania,2024,remote,Education,Junior,67.0,1076358,0.2897,764555,0.161,123092,14,0.4966,0.7252,295.15,0.069,0.4669,0.468,0.4551,low 7326,Botswana,2018,capital,Agriculture,Senior,2.38,119445,0.1244,104588,0.5628,58860,55,0.6169,0.7719,834.37,0.0701,0.804,0.6577,0.7591,high 7327,Ghana,2019,remote,Education,Junior,30.64,681535,0.3478,444529,0.2266,100743,29,0.5986,0.769,279.11,0.0716,0.5083,0.3634,0.4947,low 7328,DRC,2018,urban,Health,Junior,86.92,523298,0.2888,372187,0.145,53966,5,0.5242,0.5882,120.56,0.0627,0.2752,0.2338,0.3657,low 7329,DRC,2025,remote,Administration,Junior,108.36,616174,0.5421,282169,0.1,28216,8,0.5855,0.6973,99.94,0.057,0.3268,0.2218,0.3189,critical 7330,Senegal,2024,capital,Health,Senior,18.0,422799,0.1628,353954,0.4355,154147,28,0.6124,0.7985,349.48,0.0685,0.5348,0.408,0.6022,moderate 7331,Mozambique,2020,remote,Justice,Mid_Level,29.66,303451,0.4146,177635,0.1095,19456,9,0.4855,0.6395,149.76,0.0614,0.3115,0.2016,0.3435,critical 7332,Kenya,2020,capital,ICT,Junior,50.61,1779778,0.1114,1581441,0.483,763763,44,0.7203,0.8933,608.03,0.0933,0.755,0.7074,0.7331,high 7333,DRC,2025,urban,Security,Junior,108.36,596619,0.3092,412160,0.1668,68764,8,0.5107,0.6166,122.74,0.0562,0.2734,0.1726,0.3715,low 7334,Senegal,2021,urban,Education,Junior,16.62,360076,0.1445,308041,0.3454,106407,18,0.5924,0.8067,251.39,0.0693,0.5636,0.3967,0.5623,moderate 7335,Tanzania,2019,urban,Education,Junior,57.79,922613,0.2126,726497,0.3355,243732,19,0.549,0.7046,234.22,0.0549,0.5593,0.4532,0.5352,moderate 7336,Nigeria,2018,rural,Finance,Mid_Level,198.33,3952948,0.264,2909379,0.2326,676692,25,0.6379,0.6836,263.19,0.0528,0.5302,0.3688,0.4971,low 7337,Senegal,2025,capital,Social_Services,Junior,18.49,398717,0.1518,338196,0.3825,129370,19,0.5319,0.8236,232.74,0.0611,0.5664,0.3469,0.5701,moderate 7338,Ethiopia,2022,remote,Agriculture,Junior,119.93,1591783,0.5804,667896,0.1133,75681,7,0.5485,0.7088,154.29,0.0685,0.2942,0.2073,0.3072,critical 7339,Senegal,2023,capital,Infrastructure,Junior,17.53,429899,0.1569,362468,0.3364,121939,17,0.5967,0.8056,259.41,0.0687,0.4758,0.3544,0.5413,moderate 7340,Rwanda,2025,capital,Education,Junior,14.34,431718,0.0886,393459,0.4672,183833,42,0.6567,0.9247,640.66,0.0811,0.6263,0.7237,0.7234,high 7341,Ethiopia,2020,capital,Social_Services,Junior,114.15,1186450,0.2644,872695,0.2195,191597,11,0.6234,0.6464,149.8,0.0643,0.2683,0.2301,0.4131,low 7342,Tanzania,2024,urban,Infrastructure,Junior,67.0,1060096,0.1805,868760,0.3289,285730,12,0.5417,0.7593,250.77,0.0656,0.4553,0.4761,0.5241,moderate 7343,Ethiopia,2021,rural,Administration,Junior,117.0,1609590,0.4453,892823,0.1489,132897,10,0.5064,0.6835,141.58,0.0573,0.3168,0.1769,0.3528,low 7344,Kenya,2020,urban,Education,Mid_Level,50.61,1583635,0.1442,1355320,0.411,556978,33,0.6451,0.7819,529.07,0.0908,0.7931,0.6979,0.6656,high 7345,DRC,2023,remote,Administration,Mid_Level,101.74,541415,0.6,216566,0.1,21656,10,0.5791,0.6653,103.14,0.056,0.2802,0.1995,0.2978,critical 7346,Botswana,2021,urban,Health,Junior,2.49,124146,0.1063,110951,0.4489,49808,47,0.6364,0.8554,388.95,0.0948,0.7345,0.6083,0.7158,high 7347,Botswana,2025,rural,Health,Director,2.64,103133,0.1995,82560,0.3494,28847,33,0.6448,0.8393,1171.52,0.0928,0.5968,0.5936,0.6149,moderate 7348,Senegal,2019,capital,Health,Junior,15.76,310979,0.1274,271357,0.3916,106264,17,0.6437,0.7209,258.54,0.0672,0.537,0.3253,0.5529,moderate 7349,Uganda,2021,rural,Administration,Mid_Level,44.58,344525,0.3701,217001,0.2157,46803,14,0.6217,0.7217,316.61,0.0649,0.558,0.4739,0.4578,low 7350,South Africa,2018,rural,Education,Junior,59.11,3123681,0.2423,2366809,0.3219,761842,50,0.7814,0.9307,436.08,0.0792,0.7765,0.673,0.6795,high 7351,Mozambique,2024,capital,Infrastructure,Director,33.0,356244,0.2141,279977,0.2354,65911,10,0.5621,0.6328,366.68,0.0685,0.3387,0.2032,0.4294,low 7352,Uganda,2022,capital,Security,Director,46.01,407527,0.2285,314411,0.2775,87249,13,0.6059,0.7576,527.7,0.0624,0.4751,0.4167,0.4976,low 7353,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,923458,0.3106,636676,0.1939,123466,13,0.4856,0.7055,239.54,0.0491,0.4734,0.4415,0.4507,low 7354,Nigeria,2023,capital,Social_Services,Junior,224.39,4919430,0.1927,3971362,0.4056,1610598,24,0.5622,0.7654,241.33,0.0589,0.4911,0.4233,0.5695,moderate 7355,Senegal,2021,rural,Education,Senior,16.62,410838,0.2323,315412,0.262,82642,23,0.5709,0.738,377.07,0.0554,0.4665,0.4046,0.5128,moderate 7356,Kenya,2023,urban,Education,Junior,53.87,2001856,0.1503,1700923,0.4741,806391,38,0.5998,0.8342,517.04,0.0947,0.6328,0.6765,0.682,high 7357,South Africa,2021,urban,Justice,Mid_Level,60.54,3238059,0.1411,2781315,0.4343,1208036,40,0.728,0.8497,519.23,0.0958,0.6462,0.6572,0.6811,high 7358,Uganda,2024,remote,Social_Services,Mid_Level,49.0,409536,0.5059,202361,0.1436,29053,17,0.5754,0.7233,241.41,0.0701,0.5125,0.4675,0.4084,low 7359,Botswana,2025,rural,Health,Director,2.64,127684,0.1621,106991,0.3788,40531,32,0.698,0.9225,958.05,0.0884,0.707,0.5594,0.6492,moderate 7360,Ghana,2023,rural,Infrastructure,Junior,33.3,948760,0.2385,722446,0.3178,229577,23,0.6013,0.7549,198.18,0.0703,0.5221,0.4535,0.5381,moderate 7361,Ghana,2018,capital,Finance,Director,30.01,832865,0.1801,682868,0.4533,309527,26,0.6384,0.7336,768.54,0.0562,0.4827,0.3467,0.5763,moderate 7362,Rwanda,2018,capital,Health,Mid_Level,12.14,343351,0.0921,311716,0.4987,155447,44,0.6103,0.7834,616.04,0.075,0.6786,0.7385,0.7209,high 7363,Ethiopia,2020,rural,Education,Junior,114.15,1485651,0.4323,843336,0.1431,120661,9,0.582,0.7142,110.61,0.058,0.3262,0.1641,0.3563,low 7364,Kenya,2022,urban,Health,Mid_Level,52.76,2117528,0.1511,1797533,0.4397,790293,40,0.6297,0.7875,455.08,0.0693,0.696,0.7739,0.6873,high 7365,Senegal,2024,rural,Education,Junior,18.0,417388,0.1837,340724,0.2584,88059,26,0.6737,0.7449,179.36,0.0704,0.5062,0.427,0.5388,moderate 7366,Kenya,2025,capital,Social_Services,Director,56.15,1746523,0.1435,1495944,0.5494,821802,29,0.6324,0.8385,1455.33,0.095,0.8032,0.6656,0.6966,high 7367,Kenya,2023,remote,Health,Junior,53.87,1855886,0.2502,1391555,0.229,318638,32,0.7064,0.7676,421.98,0.0958,0.6402,0.7144,0.5753,moderate 7368,Senegal,2018,capital,Education,Mid_Level,15.34,353788,0.131,307451,0.3725,114531,27,0.5412,0.675,243.78,0.0711,0.5545,0.3621,0.5708,moderate 7369,South Africa,2019,urban,ICT,Senior,59.58,3465325,0.1601,2910377,0.4662,1356938,28,0.6184,0.8465,621.22,0.0677,0.7311,0.6438,0.661,high 7370,Mozambique,2023,capital,Health,Junior,32.13,341079,0.2051,271116,0.2261,61309,11,0.6084,0.6555,138.89,0.0615,0.3086,0.1785,0.4298,low 7371,Kenya,2020,rural,ICT,Junior,50.61,1780044,0.1626,1490629,0.2916,434612,36,0.5611,0.8896,382.5,0.066,0.6387,0.7525,0.6448,moderate 7372,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1265261,0.4151,740076,0.183,135437,8,0.4806,0.5892,129.61,0.051,0.3326,0.2089,0.3545,low 7373,Tanzania,2024,rural,Justice,Executive,67.0,1239835,0.2438,937540,0.2309,216470,18,0.5218,0.7212,1094.0,0.0593,0.4723,0.4132,0.4885,low 7374,Kenya,2020,remote,Justice,Junior,50.61,1688603,0.2036,1344767,0.2223,298974,29,0.5415,0.8203,366.3,0.0884,0.6338,0.5468,0.5683,moderate 7375,DRC,2024,rural,Finance,Senior,105.0,613611,0.4819,317883,0.1305,41485,6,0.4534,0.6655,164.84,0.0536,0.3285,0.2076,0.3306,critical 7376,Nigeria,2025,urban,Agriculture,Senior,235.75,4620082,0.2463,3482358,0.3045,1060321,14,0.5763,0.7225,309.8,0.0713,0.4603,0.4667,0.5006,moderate 7377,Rwanda,2023,capital,Administration,Junior,13.67,428424,0.0903,389719,0.4597,179144,48,0.623,0.9207,536.86,0.0811,0.7405,0.7529,0.7498,high 7378,Ghana,2023,remote,Education,Director,33.3,878785,0.2807,632119,0.2177,137634,27,0.5905,0.7569,478.8,0.054,0.4259,0.3517,0.4931,low 7379,Ethiopia,2025,urban,Infrastructure,Mid_Level,129.15,1647188,0.3085,1139106,0.1959,223176,10,0.563,0.6381,155.34,0.057,0.2573,0.172,0.3855,low 7380,Botswana,2025,rural,Social_Services,Director,2.64,126008,0.1458,107638,0.4239,45626,36,0.68,0.7706,1129.91,0.0805,0.7417,0.7417,0.6734,high 7381,Senegal,2018,rural,Justice,Senior,15.34,340130,0.2234,264134,0.2263,59762,26,0.5398,0.7649,327.93,0.0508,0.4595,0.3222,0.5086,moderate 7382,Uganda,2019,urban,Agriculture,Junior,41.86,313259,0.2887,222836,0.2502,55763,13,0.5622,0.7464,231.7,0.0642,0.4674,0.3823,0.4698,low 7383,Mozambique,2022,urban,Education,Director,31.29,290661,0.2696,212299,0.1746,37057,15,0.6131,0.6115,245.91,0.0572,0.2935,0.1926,0.4041,low 7384,Nigeria,2021,urban,Education,Junior,213.58,4008721,0.2293,3089707,0.2881,890188,16,0.5719,0.7228,261.72,0.0681,0.5551,0.3396,0.5026,moderate 7385,Rwanda,2019,rural,Infrastructure,Junior,12.43,417931,0.1535,353787,0.2872,101614,43,0.769,0.8386,415.79,0.0697,0.6216,0.7028,0.6492,moderate 7386,Kenya,2023,rural,Administration,Senior,53.87,1637465,0.1564,1381334,0.2855,394335,31,0.5983,0.9096,754.45,0.0865,0.622,0.5574,0.6141,moderate 7387,Nigeria,2018,capital,Education,Mid_Level,198.33,4156758,0.2199,3242810,0.3898,1264134,16,0.492,0.7363,317.34,0.0599,0.5448,0.4632,0.5437,moderate 7388,Tanzania,2022,capital,Justice,Mid_Level,63.15,1295563,0.1828,1058691,0.3776,399720,17,0.6514,0.7393,208.13,0.0604,0.4275,0.437,0.5385,moderate 7389,Senegal,2023,remote,Security,Junior,17.53,430554,0.2737,312727,0.1983,62007,20,0.567,0.7317,294.34,0.0481,0.4522,0.4397,0.4801,low 7390,Uganda,2021,urban,Security,Junior,44.58,376960,0.2997,264003,0.2666,70378,16,0.5563,0.7377,178.59,0.0716,0.4976,0.4597,0.4881,low 7391,Mozambique,2021,urban,Justice,Senior,30.47,341112,0.3184,232494,0.21,48828,8,0.4791,0.6598,188.0,0.0637,0.312,0.1687,0.3899,low 7392,Senegal,2025,urban,Security,Mid_Level,18.49,371742,0.1563,313647,0.3049,95645,15,0.5013,0.6925,282.58,0.0598,0.4833,0.3466,0.5115,moderate 7393,Botswana,2021,rural,Administration,Junior,2.49,119068,0.1913,96293,0.3718,35804,39,0.6302,0.8359,566.96,0.073,0.626,0.6676,0.6474,moderate 7394,Uganda,2018,urban,Security,Junior,40.56,277347,0.3117,190905,0.2639,50376,13,0.5858,0.7005,278.57,0.0627,0.457,0.3783,0.4592,low 7395,Rwanda,2025,rural,Social_Services,Junior,14.34,447302,0.133,387801,0.3296,127809,64,0.79,0.8033,557.99,0.0958,0.7409,0.6809,0.7218,high 7396,DRC,2022,rural,ICT,Junior,98.59,529774,0.5155,256699,0.104,26708,9,0.4979,0.6857,146.88,0.053,0.3372,0.1689,0.3231,critical 7397,Rwanda,2020,capital,Education,Mid_Level,12.73,346137,0.0936,313738,0.5606,175884,36,0.6575,0.8693,434.66,0.0895,0.7932,0.6098,0.7274,high 7398,DRC,2024,urban,Education,Mid_Level,105.0,635956,0.419,369518,0.1626,60080,8,0.5072,0.6137,134.98,0.0495,0.3326,0.2332,0.3545,low 7399,Uganda,2022,capital,Education,Junior,46.01,338443,0.2545,252311,0.2574,64956,12,0.5653,0.7984,278.68,0.0627,0.4512,0.445,0.4901,low 7400,DRC,2020,rural,Education,Junior,92.57,621269,0.4161,362749,0.1239,44927,9,0.4927,0.6371,106.12,0.0661,0.3103,0.1986,0.3459,critical 7401,DRC,2024,urban,Education,Senior,105.0,596972,0.3464,390152,0.1676,65380,10,0.5152,0.6678,224.7,0.0547,0.3262,0.219,0.385,low 7402,Ethiopia,2024,remote,Finance,Junior,126.0,1519959,0.4578,824108,0.1072,88381,9,0.4986,0.636,97.92,0.0684,0.3206,0.2107,0.3334,critical 7403,South Africa,2018,urban,Security,Junior,59.11,3448235,0.1967,2770045,0.5037,1395177,31,0.5715,0.7685,435.64,0.0899,0.6583,0.7317,0.6585,high 7404,Mozambique,2024,remote,Social_Services,Junior,33.0,341212,0.4656,182358,0.1,18235,15,0.6379,0.6339,144.57,0.0718,0.3402,0.1807,0.3433,critical 7405,Botswana,2018,capital,Health,Junior,2.38,103020,0.1258,90061,0.5495,49491,55,0.7591,0.7794,645.36,0.0729,0.7428,0.7267,0.7573,high 7406,Uganda,2020,remote,Social_Services,Senior,43.2,385425,0.4223,222647,0.1603,35696,14,0.588,0.7857,405.25,0.0683,0.4612,0.3246,0.4159,low 7407,Ethiopia,2023,capital,Education,Junior,122.93,1407149,0.3349,935965,0.2538,237579,7,0.6033,0.7093,135.42,0.0667,0.2702,0.2029,0.4009,low 7408,Tanzania,2021,rural,Security,Junior,61.31,1032137,0.3035,718843,0.2089,150183,16,0.599,0.7825,231.81,0.0713,0.4772,0.3619,0.4676,low 7409,DRC,2018,urban,Security,Junior,86.92,443455,0.3442,290822,0.1644,47802,6,0.457,0.6791,107.99,0.0535,0.2903,0.1921,0.3702,low 7410,Tanzania,2020,rural,Security,Junior,59.53,1023647,0.2715,745774,0.2464,183766,16,0.4841,0.802,282.38,0.0615,0.5131,0.4406,0.4994,low 7411,Nigeria,2022,rural,ICT,Junior,218.92,4552395,0.3345,3029437,0.2146,650205,25,0.5626,0.7905,268.64,0.0612,0.5641,0.3882,0.4963,low 7412,Ethiopia,2021,rural,Administration,Executive,117.0,1593613,0.4786,830845,0.1591,132224,8,0.6033,0.6043,346.77,0.0608,0.3092,0.2144,0.3331,critical 7413,DRC,2021,remote,Security,Senior,95.53,635094,0.6,254037,0.1,25403,6,0.4783,0.6094,178.61,0.0519,0.283,0.178,0.2775,critical 7414,Senegal,2024,rural,Social_Services,Junior,18.0,419904,0.1738,346938,0.2462,85427,15,0.6062,0.7106,263.59,0.0495,0.4272,0.4705,0.502,moderate 7415,Uganda,2025,capital,ICT,Junior,50.57,366180,0.2353,280007,0.3123,87438,13,0.5428,0.6927,318.83,0.0511,0.4347,0.3438,0.4835,low 7416,Ethiopia,2019,capital,Education,Junior,111.37,1217750,0.2479,915916,0.2048,187546,7,0.5566,0.6857,100.7,0.065,0.2916,0.1872,0.4075,low 7417,Uganda,2023,rural,Agriculture,Mid_Level,47.48,375696,0.3328,250679,0.2176,54545,17,0.6144,0.8066,312.91,0.0699,0.5335,0.3777,0.4758,low 7418,DRC,2023,remote,Health,Junior,101.74,634769,0.6,253907,0.1,25390,7,0.4849,0.6736,139.28,0.0529,0.2937,0.1708,0.29,critical 7419,DRC,2018,capital,Finance,Senior,86.92,496335,0.3442,325502,0.1833,59657,7,0.4756,0.6086,195.74,0.0558,0.3171,0.2085,0.3711,low 7420,Tanzania,2023,rural,Finance,Junior,65.05,1221548,0.3109,841713,0.2304,193892,21,0.5356,0.6875,268.8,0.057,0.5213,0.3426,0.4719,low 7421,Botswana,2021,rural,Education,Director,2.49,114515,0.1868,93118,0.3668,34159,43,0.6566,0.8927,991.01,0.0794,0.6041,0.7177,0.6686,high 7422,Tanzania,2018,urban,Education,Junior,56.11,893842,0.2173,699612,0.2828,197851,18,0.6424,0.757,255.42,0.0514,0.5273,0.3688,0.5145,moderate 7423,Ethiopia,2021,urban,Education,Junior,117.0,1466765,0.3584,941070,0.1937,182302,9,0.5118,0.5956,106.14,0.0583,0.3289,0.1636,0.3699,low 7424,Ethiopia,2021,urban,ICT,Director,117.0,1591730,0.2956,1121199,0.2049,229721,7,0.5912,0.6225,338.53,0.053,0.2773,0.2105,0.387,low 7425,Kenya,2023,urban,Finance,Mid_Level,53.87,2164939,0.143,1855412,0.4161,772121,27,0.6813,0.7977,649.01,0.0738,0.6845,0.6815,0.642,moderate 7426,Botswana,2022,capital,Education,Senior,2.52,115595,0.1342,100079,0.6278,62829,57,0.746,0.8321,829.9,0.0792,0.7679,0.5873,0.7762,high 7427,Nigeria,2018,urban,Education,Mid_Level,198.33,3851947,0.2005,3079511,0.3669,1129761,22,0.6708,0.7495,225.18,0.0619,0.4427,0.4,0.5433,moderate 7428,Kenya,2025,rural,Administration,Junior,56.15,1681634,0.1974,1349706,0.3494,471527,31,0.6276,0.8347,546.15,0.0923,0.742,0.6606,0.631,moderate 7429,Rwanda,2023,rural,Health,Senior,13.67,459485,0.12,404346,0.3488,141051,35,0.641,0.867,634.76,0.0682,0.6524,0.7365,0.6636,high 7430,Rwanda,2022,urban,Social_Services,Director,13.35,415960,0.0941,376832,0.4633,174602,44,0.5883,0.9338,942.4,0.0741,0.653,0.593,0.717,high 7431,Rwanda,2019,urban,Justice,Junior,12.43,405698,0.1107,360784,0.5308,191496,50,0.777,0.8262,561.81,0.0713,0.6112,0.7087,0.7359,high 7432,Kenya,2023,urban,Social_Services,Mid_Level,53.87,1886807,0.1387,1625153,0.4754,772576,29,0.5691,0.8152,547.54,0.0933,0.6086,0.5757,0.6474,moderate 7433,Ethiopia,2019,capital,Justice,Director,111.37,1392881,0.2829,998778,0.269,268622,12,0.5241,0.6065,254.11,0.0668,0.3232,0.1992,0.4197,low 7434,Rwanda,2018,rural,Agriculture,Junior,12.14,411532,0.1257,359817,0.3145,113160,43,0.7592,0.9154,548.91,0.0781,0.6239,0.7418,0.6786,high 7435,Senegal,2018,capital,Finance,Mid_Level,15.34,351110,0.1475,299330,0.3798,113680,21,0.5404,0.7059,212.53,0.0488,0.4583,0.3385,0.5462,moderate 7436,DRC,2024,rural,Education,Mid_Level,105.0,690625,0.5527,308920,0.1288,39796,7,0.4817,0.7085,93.72,0.0712,0.3374,0.199,0.3214,critical 7437,Botswana,2021,capital,Administration,Mid_Level,2.49,95646,0.1046,85638,0.5892,50460,44,0.6401,0.8429,455.19,0.0934,0.6368,0.6252,0.7338,high 7438,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,127099,0.1228,111490,0.4753,52986,53,0.7542,0.9124,443.83,0.0735,0.5952,0.5279,0.7198,high 7439,Nigeria,2021,rural,Health,Junior,213.58,4123392,0.3308,2759525,0.2112,582937,21,0.5584,0.7097,322.3,0.0684,0.4549,0.3905,0.4636,low 7440,Tanzania,2020,urban,Education,Junior,59.53,1064634,0.2104,840584,0.2982,250695,14,0.5749,0.796,223.78,0.0694,0.4466,0.3825,0.5093,moderate 7441,Nigeria,2018,rural,Administration,Mid_Level,198.33,3882242,0.3084,2685104,0.2586,694269,19,0.635,0.7249,224.27,0.0685,0.5417,0.3252,0.4805,low 7442,Kenya,2021,rural,Infrastructure,Junior,51.68,1847097,0.149,1571923,0.2912,457778,25,0.6684,0.8628,463.77,0.0783,0.6982,0.5476,0.6021,moderate 7443,Tanzania,2021,urban,Agriculture,Junior,61.31,1220560,0.1912,987133,0.2823,278708,18,0.5616,0.7021,303.49,0.0625,0.5418,0.4511,0.5224,moderate 7444,Ethiopia,2021,remote,Health,Junior,117.0,1277717,0.4589,691345,0.1299,89801,7,0.4833,0.6109,140.14,0.0686,0.2653,0.1684,0.3202,critical 7445,Botswana,2018,urban,Finance,Senior,2.38,118006,0.1137,104589,0.5024,52542,36,0.6042,0.8892,714.79,0.0849,0.7095,0.7446,0.716,high 7446,Uganda,2022,capital,Administration,Mid_Level,46.01,354906,0.2103,280284,0.3146,88165,15,0.5442,0.7228,270.79,0.0506,0.5019,0.4785,0.52,moderate 7447,Kenya,2025,capital,Finance,Senior,56.15,2040958,0.1085,1819500,0.4493,817487,24,0.661,0.7836,669.68,0.0754,0.7716,0.5247,0.6424,moderate 7448,Senegal,2019,remote,Education,Junior,15.76,352660,0.2412,267602,0.2016,53940,27,0.6833,0.7999,314.4,0.0701,0.4556,0.4175,0.5149,moderate 7449,Ghana,2021,urban,Education,Mid_Level,31.94,763194,0.1654,636984,0.373,237616,29,0.6531,0.7108,306.82,0.0496,0.4738,0.3335,0.5618,moderate 7450,Ghana,2022,remote,Health,Mid_Level,32.62,883155,0.3097,609657,0.2332,142154,25,0.579,0.6928,260.14,0.0527,0.526,0.4383,0.4937,low 7451,Nigeria,2021,urban,Justice,Mid_Level,213.58,3974040,0.2533,2967485,0.3657,1085248,20,0.5062,0.749,321.08,0.0672,0.5411,0.4111,0.5357,moderate 7452,Rwanda,2020,capital,Finance,Junior,12.73,427120,0.085,390808,0.5115,199902,55,0.6829,0.9119,362.15,0.0881,0.6904,0.5759,0.7575,high 7453,Ethiopia,2020,capital,Health,Mid_Level,114.15,1172951,0.3331,782198,0.2215,173285,12,0.6175,0.638,128.27,0.0579,0.2839,0.2381,0.4,low 7454,Botswana,2024,capital,Education,Mid_Level,2.6,106309,0.1168,93892,0.5257,49360,41,0.6073,0.8359,494.56,0.085,0.6899,0.7395,0.7231,high 7455,Rwanda,2018,urban,Administration,Junior,12.14,395626,0.0864,361429,0.4457,161082,60,0.6749,0.7901,437.09,0.0761,0.7262,0.6406,0.745,high 7456,Mozambique,2024,remote,Social_Services,Senior,33.0,359054,0.4553,195567,0.1187,23223,9,0.6002,0.6968,203.37,0.0667,0.3388,0.2257,0.3493,critical 7457,Ghana,2022,remote,Finance,Senior,32.62,870585,0.3507,565267,0.194,109642,22,0.568,0.7807,385.6,0.0524,0.4813,0.4542,0.4765,low 7458,Botswana,2022,rural,Health,Mid_Level,2.52,126775,0.1947,102096,0.4342,44331,55,0.675,0.8332,558.48,0.0711,0.7558,0.692,0.7172,high 7459,DRC,2022,remote,Security,Junior,98.59,508635,0.6,203454,0.1,20345,6,0.5328,0.6718,124.18,0.0652,0.298,0.2305,0.2936,critical 7460,DRC,2023,rural,Social_Services,Junior,101.74,696400,0.4435,387516,0.1056,40915,7,0.5633,0.6022,107.85,0.0546,0.2562,0.1721,0.3162,critical 7461,Mozambique,2021,capital,Administration,Junior,30.47,269240,0.2374,205310,0.2235,45886,13,0.5007,0.6096,101.75,0.0694,0.2978,0.224,0.4226,low 7462,Botswana,2024,rural,Finance,Director,2.6,104708,0.1469,89321,0.3833,34240,38,0.7119,0.8182,1536.55,0.0884,0.7475,0.6654,0.6681,high 7463,Senegal,2025,remote,Education,Junior,18.49,451369,0.2188,352617,0.2,70519,26,0.5157,0.7106,295.89,0.0653,0.467,0.3697,0.5006,moderate 7464,Tanzania,2025,capital,Infrastructure,Junior,69.01,1244175,0.1706,1031974,0.3063,316086,21,0.5999,0.7578,316.27,0.064,0.4937,0.452,0.5447,moderate 7465,Mozambique,2025,capital,Education,Mid_Level,33.89,358119,0.2226,278410,0.2137,59496,11,0.5095,0.6193,131.8,0.0679,0.3344,0.1621,0.4178,low 7466,Kenya,2020,rural,Agriculture,Senior,50.61,2001649,0.1533,1694829,0.2817,477353,36,0.636,0.8124,640.43,0.0841,0.6474,0.5443,0.6131,moderate 7467,Senegal,2025,rural,Social_Services,Junior,18.49,360981,0.2364,275657,0.2517,69390,27,0.6687,0.7218,304.51,0.0503,0.4274,0.3757,0.5099,moderate 7468,Ghana,2025,rural,Agriculture,Mid_Level,34.71,746804,0.2396,567858,0.2953,167679,26,0.612,0.7438,296.28,0.0582,0.5355,0.4023,0.5343,moderate 7469,Ghana,2025,capital,Security,Junior,34.71,981989,0.1824,802890,0.403,323538,29,0.5384,0.7733,312.18,0.0485,0.4825,0.3571,0.5776,moderate 7470,Ethiopia,2021,rural,Education,Junior,117.0,1390916,0.3791,863656,0.1753,151359,7,0.5639,0.6072,120.41,0.0685,0.2993,0.1749,0.355,low 7471,Senegal,2018,rural,Infrastructure,Director,15.34,378383,0.2302,291291,0.2225,64817,22,0.5283,0.6902,758.62,0.0522,0.5457,0.3548,0.4967,low 7472,Ghana,2019,urban,Education,Senior,30.64,872954,0.1846,711789,0.3561,253471,29,0.5818,0.7367,338.64,0.0698,0.4401,0.3298,0.5529,moderate 7473,Nigeria,2020,rural,Health,Mid_Level,208.37,4714425,0.31,3252829,0.2349,764154,22,0.6433,0.7724,237.74,0.0512,0.4862,0.402,0.4909,low 7474,Mozambique,2022,rural,Administration,Director,31.29,310404,0.3319,207380,0.1285,26641,12,0.4687,0.6084,350.59,0.0501,0.2682,0.2392,0.3711,low 7475,Senegal,2023,rural,Agriculture,Mid_Level,17.53,381027,0.1885,309206,0.2906,89848,27,0.5507,0.7862,213.73,0.0668,0.5365,0.4237,0.557,moderate 7476,Botswana,2023,rural,Infrastructure,Junior,2.56,116542,0.1837,95130,0.3672,34930,56,0.7195,0.815,623.86,0.0795,0.6084,0.596,0.6786,high 7477,Mozambique,2019,remote,Education,Mid_Level,28.88,280062,0.4734,147480,0.1084,15985,10,0.4871,0.6837,112.44,0.0674,0.2954,0.2397,0.3398,critical 7478,Tanzania,2025,remote,Infrastructure,Junior,69.01,1257929,0.3171,859077,0.1463,125690,17,0.6097,0.7719,295.63,0.0703,0.54,0.4158,0.4612,low 7479,Senegal,2023,rural,Education,Junior,17.53,400018,0.2586,296592,0.2386,70769,26,0.6013,0.7659,247.16,0.0554,0.5617,0.374,0.5185,moderate 7480,Senegal,2018,urban,Security,Mid_Level,15.34,311502,0.1918,251744,0.36,90635,27,0.636,0.6811,282.28,0.0579,0.5138,0.419,0.555,moderate 7481,Botswana,2025,capital,Agriculture,Junior,2.64,106638,0.1099,94913,0.6224,59078,35,0.5494,0.8449,387.85,0.0797,0.6096,0.7408,0.7274,high 7482,Nigeria,2019,urban,Education,Mid_Level,203.29,3623267,0.2079,2869949,0.3097,888684,25,0.6606,0.7146,273.72,0.0684,0.5339,0.4399,0.5425,moderate 7483,Senegal,2025,rural,Health,Junior,18.49,420904,0.2587,312036,0.2567,80106,27,0.553,0.7356,208.2,0.0654,0.5398,0.3599,0.5173,moderate 7484,DRC,2023,rural,ICT,Junior,101.74,635543,0.5218,303896,0.1162,35298,6,0.4467,0.6913,91.2,0.0535,0.3187,0.218,0.3209,critical 7485,Ghana,2018,rural,Agriculture,Junior,30.01,829775,0.2543,618737,0.2964,183413,32,0.5913,0.7944,316.7,0.0539,0.5248,0.3986,0.552,moderate 7486,Senegal,2023,rural,Finance,Mid_Level,17.53,346244,0.2518,259043,0.2453,63541,22,0.6015,0.7271,189.43,0.051,0.4897,0.4356,0.505,moderate 7487,DRC,2019,remote,Security,Senior,89.7,577605,0.5647,251421,0.1,25142,10,0.4624,0.7125,227.51,0.0561,0.2993,0.1936,0.315,critical 7488,DRC,2021,urban,Security,Junior,95.53,511223,0.2883,363830,0.1421,51708,9,0.5495,0.5897,152.7,0.0561,0.3368,0.2071,0.3788,low 7489,Mozambique,2023,remote,Administration,Mid_Level,32.13,278630,0.5721,119237,0.104,12398,10,0.5672,0.6832,126.93,0.0663,0.2596,0.2277,0.3092,critical 7490,DRC,2022,urban,Education,Mid_Level,98.59,632876,0.3979,381051,0.1639,62446,6,0.5193,0.6471,85.04,0.0609,0.3081,0.2145,0.3558,low 7491,Mozambique,2018,urban,Agriculture,Senior,28.12,253396,0.2752,183669,0.1997,36675,12,0.5672,0.6471,181.64,0.0536,0.2575,0.2261,0.4066,low 7492,Botswana,2021,urban,Administration,Junior,2.49,116642,0.1037,104548,0.5159,53932,34,0.731,0.8974,442.71,0.0935,0.7956,0.6118,0.7134,high 7493,Ethiopia,2022,urban,Social_Services,Junior,119.93,1239576,0.3739,776110,0.2237,173600,9,0.5341,0.6886,97.23,0.0591,0.328,0.1942,0.3905,low 7494,Kenya,2024,urban,Education,Director,55.0,1968619,0.1414,1690260,0.3908,660556,32,0.6006,0.783,1077.02,0.0825,0.774,0.7716,0.6644,high 7495,Botswana,2025,urban,Social_Services,Senior,2.64,135521,0.1454,115819,0.4662,53991,55,0.6143,0.8513,844.94,0.0824,0.6839,0.7363,0.7374,high 7496,Rwanda,2022,rural,Health,Junior,13.35,413342,0.1482,352088,0.3036,106877,61,0.6607,0.7934,578.11,0.075,0.6792,0.7792,0.7062,high 7497,Ghana,2021,capital,Administration,Mid_Level,31.94,737348,0.1335,638943,0.4114,262868,31,0.6245,0.7452,242.02,0.0545,0.4912,0.3444,0.5923,moderate 7498,Mozambique,2024,urban,Education,Mid_Level,33.0,325790,0.3282,218877,0.1699,37176,10,0.5286,0.6468,155.32,0.0551,0.3318,0.1725,0.3829,low 7499,Ghana,2023,rural,Education,Junior,33.3,845372,0.257,628079,0.3147,197669,26,0.5833,0.8118,244.71,0.0522,0.5692,0.3937,0.5475,moderate 7500,Nigeria,2020,rural,ICT,Junior,208.37,3852716,0.3136,2644621,0.247,653269,23,0.6706,0.6769,219.22,0.0506,0.4738,0.3594,0.4757,low 7501,DRC,2023,remote,Security,Mid_Level,101.74,662917,0.5926,270074,0.1,27007,7,0.4996,0.5947,136.96,0.0615,0.308,0.1942,0.2838,critical 7502,DRC,2023,rural,Education,Junior,101.74,601055,0.5204,288246,0.1239,35721,8,0.5344,0.6321,93.49,0.0685,0.2654,0.1824,0.3105,critical 7503,Senegal,2018,rural,ICT,Junior,15.34,339959,0.2529,253996,0.2647,67236,16,0.6343,0.7295,319.0,0.0515,0.5613,0.4701,0.5055,moderate 7504,South Africa,2023,rural,Administration,Junior,61.51,3609631,0.243,2732579,0.3419,934237,28,0.6592,0.8467,591.59,0.0782,0.6165,0.6657,0.6,moderate 7505,Ghana,2023,urban,Health,Junior,33.3,776697,0.1937,626220,0.384,240485,25,0.5845,0.7849,309.38,0.0607,0.5669,0.3601,0.5705,moderate 7506,Botswana,2023,remote,ICT,Junior,2.56,118173,0.1769,97266,0.271,26357,48,0.7923,0.9144,468.38,0.0745,0.7204,0.526,0.6553,high 7507,Uganda,2023,capital,Health,Junior,47.48,352006,0.2642,258998,0.3182,82425,11,0.5268,0.7741,198.38,0.062,0.4933,0.4086,0.4973,low 7508,Ghana,2025,rural,Administration,Junior,34.71,960595,0.2197,749540,0.2662,199542,19,0.5538,0.7554,274.26,0.0586,0.5694,0.4179,0.5212,moderate 7509,Rwanda,2020,urban,Security,Junior,12.73,410011,0.0889,373561,0.463,172950,35,0.5742,0.8678,466.97,0.0717,0.639,0.7514,0.7002,high 7510,Kenya,2022,rural,Agriculture,Junior,52.76,1913881,0.1658,1596601,0.3367,537584,35,0.7286,0.8486,604.79,0.0668,0.6228,0.5585,0.6256,moderate 7511,Uganda,2025,capital,Administration,Senior,50.57,387032,0.2642,284760,0.2983,84939,14,0.6189,0.6953,297.73,0.0534,0.5245,0.3764,0.4879,low 7512,South Africa,2024,capital,Security,Executive,62.0,3736846,0.1695,3103273,0.5282,1639222,29,0.6457,0.7656,2332.25,0.0737,0.778,0.5987,0.6647,high 7513,Tanzania,2022,capital,Administration,Senior,63.15,1159098,0.1476,988065,0.3542,350018,21,0.6487,0.7695,315.63,0.0711,0.5075,0.3337,0.5537,moderate 7514,Senegal,2025,remote,Education,Junior,18.49,369752,0.2758,267791,0.1645,44039,28,0.5508,0.8162,288.31,0.0716,0.4352,0.3348,0.4916,low 7515,DRC,2025,capital,Education,Junior,108.36,655170,0.3636,416925,0.1913,79763,6,0.5254,0.6879,93.02,0.0528,0.2807,0.2015,0.3733,low 7516,Uganda,2025,remote,Social_Services,Junior,50.57,464561,0.4886,237583,0.1721,40894,19,0.5502,0.6797,269.24,0.0707,0.4311,0.4106,0.4045,low 7517,Rwanda,2019,urban,Security,Junior,12.43,425544,0.0913,386679,0.4446,171935,48,0.6278,0.7947,382.95,0.0875,0.6183,0.7105,0.7104,high 7518,South Africa,2020,remote,Security,Junior,60.06,3312331,0.2427,2508390,0.2491,624929,32,0.6539,0.7761,501.33,0.0834,0.7663,0.5412,0.5788,moderate 7519,South Africa,2025,urban,Education,Junior,62.5,3454111,0.1813,2827817,0.44,1244115,35,0.5629,0.9125,422.58,0.0786,0.7298,0.5702,0.669,high 7520,Ethiopia,2023,rural,Security,Mid_Level,122.93,1359827,0.3374,900971,0.144,129713,10,0.5463,0.693,93.83,0.0498,0.3096,0.2094,0.3825,low 7521,Ghana,2024,urban,Health,Director,34.0,810481,0.1815,663358,0.3475,230494,20,0.6662,0.6943,748.37,0.0647,0.5423,0.3448,0.5343,moderate 7522,Ethiopia,2022,capital,Security,Junior,119.93,1235279,0.3356,820747,0.2091,171646,8,0.5132,0.6452,110.2,0.0663,0.278,0.1738,0.3804,low 7523,DRC,2022,rural,Education,Junior,98.59,622246,0.5662,269921,0.1049,28307,6,0.5848,0.6138,109.44,0.062,0.2554,0.1624,0.2835,critical 7524,Kenya,2019,rural,Health,Mid_Level,49.57,1682579,0.1574,1417752,0.2938,416502,31,0.6403,0.8986,512.62,0.0746,0.6611,0.7203,0.6345,moderate 7525,Tanzania,2018,capital,Agriculture,Mid_Level,56.11,1062109,0.1525,900149,0.3861,347575,22,0.6157,0.7168,293.89,0.0607,0.5388,0.3775,0.5626,moderate 7526,South Africa,2022,capital,Infrastructure,Junior,61.02,2987200,0.1735,2468913,0.5912,1459519,37,0.6309,0.7936,598.92,0.0703,0.6099,0.6896,0.6959,high 7527,Mozambique,2025,remote,Administration,Junior,33.89,384431,0.4002,230579,0.1172,27026,13,0.5298,0.6825,106.65,0.048,0.2809,0.2268,0.3649,low 7528,Tanzania,2020,urban,Finance,Mid_Level,59.53,942546,0.2255,729987,0.2789,203612,15,0.5447,0.6991,295.22,0.0603,0.5185,0.3803,0.4956,low 7529,Botswana,2024,urban,ICT,Senior,2.6,118452,0.1418,101661,0.4557,46327,53,0.621,0.8213,698.61,0.0653,0.6813,0.6409,0.7164,high 7530,Mozambique,2024,urban,Health,Senior,33.0,287285,0.3018,200584,0.1951,39125,12,0.6057,0.6829,152.41,0.0663,0.2769,0.1605,0.3995,low 7531,Senegal,2020,capital,Administration,Junior,16.18,303314,0.1549,256340,0.4065,104210,26,0.6679,0.7841,222.85,0.0631,0.5263,0.4086,0.589,moderate 7532,Kenya,2020,capital,Health,Director,50.61,1821420,0.1157,1610702,0.4579,737615,29,0.5977,0.9085,1385.07,0.0656,0.7452,0.6697,0.6858,high 7533,Botswana,2022,urban,ICT,Junior,2.52,127759,0.1047,114379,0.477,54560,46,0.6137,0.9155,519.34,0.0849,0.7306,0.6747,0.7359,high 7534,Kenya,2022,remote,Agriculture,Mid_Level,52.76,1630822,0.2267,1261047,0.2455,309546,31,0.639,0.9004,573.15,0.0921,0.7285,0.5425,0.5943,moderate 7535,DRC,2022,capital,Finance,Senior,98.59,517431,0.3539,334334,0.1719,57478,9,0.4856,0.5979,210.76,0.0633,0.3397,0.19,0.3697,low 7536,South Africa,2021,rural,Health,Junior,60.54,3503758,0.2261,2711722,0.4088,1108475,30,0.562,0.7741,632.68,0.0903,0.7997,0.7642,0.6432,moderate 7537,Botswana,2019,rural,Justice,Junior,2.41,108448,0.171,89906,0.3573,32126,39,0.7134,0.8245,465.61,0.0941,0.7753,0.561,0.6514,high 7538,Uganda,2019,urban,Security,Junior,41.86,330031,0.2169,258446,0.2701,69803,12,0.5233,0.6832,249.35,0.0628,0.4859,0.3336,0.4777,low 7539,Mozambique,2021,urban,Education,Senior,30.47,346482,0.3008,242272,0.1918,46466,11,0.6031,0.6957,217.74,0.0703,0.3347,0.1908,0.4072,low 7540,Botswana,2022,urban,Infrastructure,Mid_Level,2.52,124957,0.1425,107148,0.5174,55440,45,0.6896,0.882,505.48,0.089,0.6668,0.6803,0.7232,high 7541,South Africa,2025,urban,Health,Mid_Level,62.5,3556734,0.1719,2945156,0.4498,1324787,36,0.7072,0.8909,449.23,0.0711,0.6366,0.6182,0.6686,high 7542,Botswana,2020,urban,Health,Mid_Level,2.45,112465,0.1021,100980,0.512,51697,53,0.6674,0.9168,370.72,0.0857,0.6933,0.7134,0.7631,high 7543,Ghana,2022,capital,Social_Services,Senior,32.62,871677,0.1527,738574,0.382,282144,18,0.6171,0.7116,401.51,0.0677,0.4977,0.4219,0.551,moderate 7544,Kenya,2020,urban,Finance,Mid_Level,50.61,1807830,0.1316,1569892,0.3782,593722,35,0.6281,0.878,404.15,0.0958,0.7907,0.7143,0.6814,high 7545,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1050973,0.263,774574,0.241,186633,17,0.6126,0.7774,264.26,0.057,0.5376,0.4263,0.5,low 7546,Kenya,2024,urban,Education,Junior,55.0,1949539,0.149,1659047,0.4594,762148,38,0.6155,0.9294,356.18,0.067,0.7547,0.5894,0.6964,high 7547,Nigeria,2019,urban,Health,Mid_Level,203.29,3997547,0.1988,3202933,0.3582,1147439,22,0.6197,0.8149,219.7,0.0552,0.5388,0.3526,0.5562,moderate 7548,South Africa,2025,capital,Health,Junior,62.5,2843957,0.1618,2383906,0.5825,1388620,36,0.6103,0.8808,501.49,0.0791,0.6884,0.7449,0.7206,high 7549,Botswana,2018,urban,Infrastructure,Junior,2.38,99665,0.1237,87331,0.4516,39442,43,0.7502,0.8951,432.18,0.0658,0.678,0.6007,0.7016,high 7550,Nigeria,2018,urban,ICT,Executive,198.33,3631525,0.2025,2896108,0.3661,1060369,23,0.6394,0.7575,985.88,0.0502,0.5629,0.4603,0.5644,moderate 7551,Rwanda,2020,capital,Finance,Executive,12.73,376903,0.1099,335496,0.5153,172870,50,0.7453,0.9268,2311.35,0.0943,0.6782,0.5418,0.7374,high 7552,Ethiopia,2019,capital,Justice,Junior,111.37,1223393,0.3239,827194,0.2679,221615,7,0.5511,0.6348,104.1,0.0579,0.3082,0.2296,0.4025,low 7553,Mozambique,2022,remote,Health,Junior,31.29,344358,0.4524,188582,0.1,18858,14,0.4761,0.6735,110.75,0.0546,0.342,0.2057,0.3527,low 7554,South Africa,2025,urban,Social_Services,Junior,62.5,3205820,0.1615,2688211,0.473,1271493,40,0.5643,0.8687,384.68,0.0721,0.7155,0.7661,0.7063,high 7555,Nigeria,2024,urban,ICT,Junior,230.0,3939932,0.1975,3161807,0.3163,1000209,24,0.657,0.7563,238.37,0.0498,0.4635,0.4027,0.5398,moderate 7556,Senegal,2019,rural,Social_Services,Junior,15.76,353660,0.2103,279298,0.2549,71181,16,0.593,0.7741,222.29,0.0584,0.5536,0.3884,0.5115,moderate 7557,Uganda,2025,remote,ICT,Junior,50.57,450040,0.4631,241615,0.1302,31454,15,0.6069,0.7433,291.77,0.0683,0.4928,0.4085,0.4059,low 7558,Botswana,2023,capital,Social_Services,Junior,2.56,121643,0.1026,109162,0.6543,71420,58,0.6566,0.8647,356.54,0.0945,0.7984,0.6373,0.8062,high 7559,Ethiopia,2020,rural,Justice,Director,114.15,1336629,0.4039,796753,0.1604,127785,8,0.4541,0.698,289.77,0.0646,0.3249,0.1915,0.3654,low 7560,Botswana,2021,remote,Social_Services,Senior,2.49,99825,0.1881,81052,0.3273,26531,43,0.5798,0.907,541.59,0.0758,0.6722,0.602,0.6558,high 7561,Kenya,2024,capital,Health,Mid_Level,55.0,2191018,0.0987,1974845,0.5244,1035639,44,0.5763,0.8028,366.88,0.0815,0.7952,0.7375,0.7401,high 7562,Ethiopia,2022,remote,Finance,Executive,119.93,1311211,0.5877,540642,0.1045,56516,7,0.5277,0.6876,349.6,0.067,0.339,0.1632,0.3001,critical 7563,Nigeria,2018,rural,Health,Junior,198.33,3999241,0.3129,2747974,0.2248,617803,20,0.523,0.679,185.82,0.0578,0.4523,0.4219,0.4673,low 7564,Tanzania,2022,rural,Health,Director,63.15,1261187,0.2499,946058,0.2198,207983,17,0.556,0.7367,624.61,0.0629,0.4929,0.3598,0.4808,low 7565,Botswana,2022,urban,Health,Junior,2.52,116700,0.1138,103413,0.6046,62527,55,0.6661,0.9189,416.9,0.0905,0.639,0.6101,0.773,high 7566,Botswana,2024,urban,Health,Director,2.6,116724,0.1296,101598,0.5821,59137,42,0.6267,0.9277,930.66,0.0818,0.6782,0.5906,0.7342,high 7567,Tanzania,2018,remote,Security,Mid_Level,56.11,1109317,0.325,748802,0.1916,143478,14,0.6325,0.8141,314.59,0.0504,0.4758,0.4435,0.4657,low 7568,Ghana,2022,rural,Infrastructure,Junior,32.62,749020,0.278,540820,0.2697,145866,24,0.6509,0.803,225.08,0.0513,0.4414,0.4623,0.5188,moderate 7569,South Africa,2022,urban,Finance,Mid_Level,61.02,3006149,0.1823,2458263,0.485,1192211,36,0.6527,0.8813,501.13,0.0874,0.6667,0.5864,0.6732,high 7570,Rwanda,2022,urban,Administration,Mid_Level,13.35,393493,0.123,345101,0.5238,180768,48,0.7214,0.8239,494.69,0.0815,0.6535,0.7305,0.7322,high 7571,Botswana,2019,rural,Health,Senior,2.41,120990,0.1562,102093,0.422,43087,37,0.638,0.8657,971.4,0.0766,0.632,0.7629,0.6783,high 7572,Botswana,2020,rural,ICT,Senior,2.45,101238,0.1361,87464,0.4319,37779,56,0.671,0.8753,553.4,0.0826,0.7462,0.5911,0.729,high 7573,Botswana,2019,urban,ICT,Junior,2.41,101173,0.1011,90945,0.5274,47960,57,0.8187,0.8724,352.16,0.0663,0.659,0.7265,0.7685,high 7574,Kenya,2021,urban,Social_Services,Junior,51.68,1746051,0.1361,1508458,0.4919,742022,38,0.7441,0.8301,449.16,0.0682,0.6725,0.61,0.6867,high 7575,Rwanda,2021,rural,Health,Director,13.04,351082,0.1727,290456,0.3158,91731,41,0.7089,0.8006,1319.96,0.0901,0.7475,0.745,0.6576,high 7576,Kenya,2020,urban,Finance,Junior,50.61,1948393,0.1307,1693702,0.3983,674575,44,0.65,0.9181,483.47,0.0792,0.7824,0.7348,0.7163,high 7577,Tanzania,2019,urban,Finance,Mid_Level,57.79,1067959,0.2032,850946,0.3246,276200,14,0.5755,0.7393,322.03,0.0637,0.4666,0.473,0.5202,moderate 7578,Nigeria,2018,rural,Justice,Mid_Level,198.33,4407815,0.2876,3140241,0.2645,830548,18,0.6197,0.7563,181.24,0.0635,0.51,0.3644,0.4901,low 7579,Rwanda,2023,rural,Education,Mid_Level,13.67,458645,0.1669,382094,0.2931,112009,63,0.6979,0.8903,478.3,0.0921,0.667,0.7642,0.7157,high 7580,South Africa,2022,urban,Agriculture,Junior,61.02,3597391,0.1475,3066792,0.5084,1559072,40,0.6557,0.8656,469.26,0.0773,0.7829,0.6776,0.7161,high 7581,Ethiopia,2023,urban,Social_Services,Director,122.93,1363866,0.277,986118,0.1973,194569,10,0.4959,0.6315,363.05,0.0505,0.285,0.2186,0.4002,low 7582,Ghana,2018,capital,Agriculture,Junior,30.01,702399,0.1736,580468,0.4577,265701,31,0.5905,0.6755,202.25,0.059,0.4592,0.4152,0.5873,moderate 7583,DRC,2023,remote,Infrastructure,Junior,101.74,542189,0.6,216875,0.1,21687,5,0.476,0.6846,137.09,0.0495,0.2602,0.2279,0.289,critical 7584,Senegal,2023,urban,Education,Junior,17.53,329966,0.1856,268710,0.3757,100946,17,0.5877,0.6909,210.89,0.0697,0.5318,0.3522,0.532,moderate 7585,Botswana,2020,rural,Infrastructure,Junior,2.45,105511,0.1968,84742,0.3494,29612,42,0.6235,0.9033,584.27,0.0813,0.604,0.6965,0.6587,high 7586,Uganda,2022,urban,Education,Junior,46.01,314612,0.2726,228840,0.2363,54067,16,0.4985,0.8063,217.67,0.0501,0.5183,0.4329,0.497,low 7587,South Africa,2018,capital,Education,Mid_Level,59.11,2947672,0.1321,2558281,0.6158,1575391,36,0.5562,0.8694,425.88,0.0729,0.7051,0.5345,0.7153,high 7588,South Africa,2021,rural,Security,Senior,60.54,2767803,0.2238,2148322,0.3858,828803,37,0.5943,0.7664,537.65,0.0696,0.7855,0.6695,0.6434,moderate 7589,Senegal,2020,rural,Infrastructure,Mid_Level,16.18,331225,0.228,255719,0.2888,73863,25,0.5513,0.7965,204.87,0.0558,0.462,0.4729,0.5407,moderate 7590,Uganda,2020,rural,Security,Junior,43.2,329130,0.3343,219094,0.2012,44085,11,0.4812,0.6943,221.48,0.0526,0.4439,0.41,0.4338,low 7591,Nigeria,2019,capital,Justice,Junior,203.29,4509584,0.1812,3692228,0.4135,1526636,19,0.597,0.722,181.32,0.0678,0.4713,0.4109,0.5521,moderate 7592,Ghana,2024,capital,Health,Junior,34.0,842662,0.1879,684359,0.4014,274735,29,0.5745,0.7554,229.18,0.0692,0.4876,0.4103,0.579,moderate 7593,Tanzania,2024,remote,Security,Junior,67.0,1369784,0.3827,845521,0.1602,135411,18,0.5356,0.729,268.64,0.0585,0.4643,0.4049,0.4356,low 7594,DRC,2020,rural,Justice,Mid_Level,92.57,539116,0.513,262560,0.1161,30495,10,0.5931,0.6515,119.34,0.0604,0.301,0.1679,0.3204,critical 7595,Ghana,2021,urban,Finance,Junior,31.94,897802,0.1545,759055,0.4266,323825,25,0.6422,0.8028,221.56,0.0519,0.5601,0.3587,0.5928,moderate 7596,Botswana,2019,urban,Health,Junior,2.41,109791,0.1441,93972,0.4597,43198,56,0.7186,0.9052,611.95,0.0806,0.779,0.5602,0.7386,high 7597,South Africa,2025,rural,Agriculture,Mid_Level,62.5,3552721,0.2731,2582606,0.3511,906812,39,0.6232,0.7981,433.34,0.0856,0.6034,0.7035,0.6174,moderate 7598,Rwanda,2025,capital,Education,Senior,14.34,489462,0.1055,437828,0.4619,202244,50,0.7717,0.8671,625.26,0.0651,0.678,0.7278,0.7347,high 7599,Uganda,2018,urban,Social_Services,Mid_Level,40.56,277312,0.2868,197787,0.2369,46860,17,0.4838,0.6858,241.52,0.0499,0.5373,0.4394,0.4806,low 7600,Rwanda,2018,urban,Education,Mid_Level,12.14,321168,0.1249,281066,0.4781,134385,64,0.672,0.7754,411.91,0.095,0.7344,0.5256,0.7406,high 7601,Rwanda,2025,urban,Education,Junior,14.34,459181,0.1121,407707,0.4164,169776,36,0.5957,0.8783,419.58,0.0729,0.7613,0.7748,0.7014,high 7602,Ethiopia,2018,remote,Infrastructure,Mid_Level,108.65,1201769,0.6,480707,0.11,52883,12,0.5821,0.6947,108.58,0.0589,0.3303,0.2331,0.318,critical 7603,DRC,2020,urban,Health,Mid_Level,92.57,597028,0.3942,361704,0.1457,52694,5,0.5541,0.609,123.05,0.058,0.2975,0.2156,0.343,critical 7604,DRC,2025,rural,Security,Executive,108.36,630910,0.5179,304159,0.123,37418,5,0.4714,0.6451,451.0,0.0494,0.3288,0.176,0.311,critical 7605,Ethiopia,2020,rural,Health,Junior,114.15,1458539,0.4005,874412,0.1647,144016,9,0.5544,0.6797,85.5,0.0663,0.3334,0.2191,0.3708,low 7606,South Africa,2021,capital,Administration,Junior,60.54,3330013,0.1758,2744659,0.4869,1336421,31,0.534,0.9303,549.6,0.0914,0.7237,0.715,0.6887,high 7607,DRC,2023,capital,Health,Junior,101.74,539731,0.2769,390289,0.1969,76855,7,0.4761,0.7042,117.13,0.0703,0.2679,0.1618,0.3961,low 7608,Kenya,2024,urban,Infrastructure,Junior,55.0,2183984,0.1109,1941697,0.4197,814917,36,0.738,0.7809,356.61,0.0888,0.658,0.6153,0.6617,high 7609,South Africa,2024,urban,Security,Junior,62.0,3503250,0.1811,2868970,0.5145,1476144,45,0.6763,0.799,502.19,0.0656,0.765,0.7434,0.7166,high 7610,South Africa,2018,urban,Education,Junior,59.11,2867425,0.1639,2397388,0.5496,1317673,43,0.7723,0.8326,573.52,0.0684,0.6672,0.6686,0.7124,high 7611,Rwanda,2022,urban,Administration,Mid_Level,13.35,448928,0.0865,410094,0.5111,209611,39,0.6738,0.8772,622.62,0.0737,0.6466,0.75,0.7249,high 7612,South Africa,2020,rural,Health,Junior,60.06,3452788,0.1843,2816515,0.3418,962621,32,0.6535,0.8172,431.95,0.0916,0.5993,0.5739,0.6093,moderate 7613,Tanzania,2022,capital,Security,Senior,63.15,1290671,0.1991,1033729,0.3644,376659,14,0.4777,0.7488,430.28,0.05,0.5642,0.4094,0.536,moderate 7614,Mozambique,2019,rural,Health,Junior,28.88,270480,0.4036,161301,0.1528,24647,10,0.459,0.6622,120.34,0.0591,0.3074,0.1897,0.3613,low 7615,Nigeria,2025,remote,Infrastructure,Junior,235.75,4300697,0.3808,2663159,0.1923,512122,20,0.6573,0.72,204.61,0.0633,0.4763,0.3882,0.4473,low 7616,Rwanda,2024,capital,Agriculture,Senior,14.0,385272,0.104,345197,0.4992,172334,46,0.6426,0.8185,841.29,0.0843,0.5968,0.6721,0.7135,high 7617,Ghana,2023,rural,Infrastructure,Junior,33.3,821042,0.2168,643043,0.2584,166147,26,0.5433,0.7298,284.6,0.0664,0.558,0.4497,0.5356,moderate 7618,Senegal,2019,urban,Finance,Senior,15.76,295909,0.1799,242669,0.3886,94302,22,0.509,0.7584,331.48,0.0555,0.4811,0.3283,0.5519,moderate 7619,Tanzania,2019,urban,Education,Senior,57.79,1151701,0.1661,960423,0.3383,324941,22,0.5593,0.73,392.89,0.0561,0.5722,0.4331,0.5581,moderate 7620,Mozambique,2018,rural,Health,Mid_Level,28.12,303141,0.3725,190232,0.1241,23602,11,0.5137,0.6168,104.08,0.052,0.3429,0.2102,0.3632,low 7621,South Africa,2018,rural,Education,Mid_Level,59.11,3432282,0.2333,2631524,0.3251,855635,50,0.7243,0.9176,449.78,0.0778,0.708,0.5279,0.6592,high 7622,South Africa,2022,rural,Education,Mid_Level,61.02,3474157,0.2713,2531585,0.3203,810856,50,0.6836,0.8153,534.96,0.0771,0.7866,0.7297,0.6612,high 7623,Ghana,2025,capital,Health,Senior,34.71,961728,0.1782,790325,0.3611,285400,22,0.5034,0.7365,285.13,0.0718,0.4817,0.3811,0.5475,moderate 7624,South Africa,2023,remote,Health,Mid_Level,61.51,3160143,0.2484,2375303,0.2353,558962,47,0.7627,0.8758,594.48,0.077,0.6,0.7505,0.6307,moderate 7625,Nigeria,2024,urban,Education,Junior,230.0,4461027,0.2593,3304118,0.2892,955392,25,0.6693,0.7945,304.53,0.0589,0.526,0.3484,0.5266,moderate 7626,Uganda,2020,rural,Finance,Director,43.2,324434,0.3048,225541,0.2133,48116,12,0.5096,0.7844,512.98,0.0604,0.4836,0.4199,0.4651,low 7627,Kenya,2025,capital,Justice,Director,56.15,1773248,0.1118,1575025,0.5103,803714,39,0.7328,0.915,1616.06,0.076,0.7948,0.5319,0.717,high 7628,Ghana,2021,urban,Health,Senior,31.94,739698,0.1964,594434,0.3398,201991,31,0.6904,0.811,420.24,0.0526,0.4989,0.3769,0.5726,moderate 7629,Ethiopia,2019,urban,Administration,Senior,111.37,1348815,0.294,952269,0.2218,211236,12,0.4978,0.6138,214.29,0.0605,0.3113,0.1954,0.4047,low 7630,Tanzania,2018,capital,Security,Junior,56.11,877110,0.2035,698608,0.3539,247204,22,0.6034,0.7832,268.53,0.0505,0.4565,0.3304,0.5388,moderate 7631,Kenya,2022,urban,Education,Mid_Level,52.76,1761819,0.1615,1477343,0.4803,709608,44,0.765,0.8989,431.08,0.0909,0.729,0.657,0.7132,high 7632,Rwanda,2023,urban,Agriculture,Mid_Level,13.67,443137,0.114,392627,0.4947,194251,54,0.6388,0.879,649.91,0.071,0.7044,0.6346,0.7459,high 7633,Tanzania,2021,rural,Education,Director,61.31,1096342,0.2916,776657,0.2044,158746,21,0.5723,0.738,512.33,0.0686,0.558,0.4273,0.4899,low 7634,Senegal,2023,rural,Finance,Mid_Level,17.53,342463,0.2128,269587,0.2803,75554,21,0.6558,0.7801,223.9,0.0605,0.5053,0.3706,0.524,moderate 7635,DRC,2023,rural,Security,Mid_Level,101.74,668982,0.4566,363507,0.128,46517,9,0.5018,0.6722,97.31,0.0559,0.3072,0.1966,0.3415,critical 7636,Mozambique,2022,rural,Security,Junior,31.29,294695,0.3924,179044,0.1627,29121,8,0.5239,0.5995,96.46,0.0646,0.3043,0.2081,0.3537,low 7637,Ethiopia,2019,capital,Education,Mid_Level,111.37,1158518,0.2502,868613,0.2161,187709,10,0.6012,0.651,135.48,0.057,0.3438,0.1903,0.4175,low 7638,Ghana,2018,remote,Administration,Mid_Level,30.01,645637,0.2763,467268,0.2101,98196,20,0.585,0.7531,180.63,0.0507,0.4862,0.4489,0.49,low 7639,Nigeria,2022,rural,Health,Junior,218.92,4942369,0.3288,3317248,0.2684,890431,21,0.5351,0.7919,253.49,0.0568,0.542,0.4125,0.5016,moderate 7640,Rwanda,2021,urban,Education,Junior,13.04,376347,0.1231,330014,0.4991,164716,43,0.7714,0.9042,590.17,0.0737,0.6697,0.7331,0.7274,high 7641,Tanzania,2019,rural,Finance,Senior,57.79,1116052,0.2772,806662,0.2501,201721,22,0.6664,0.6954,375.43,0.065,0.4961,0.4394,0.4961,low 7642,Ethiopia,2021,capital,Infrastructure,Junior,117.0,1544934,0.2296,1190211,0.2709,322403,8,0.5562,0.6943,148.92,0.0593,0.2623,0.2079,0.4315,low 7643,Mozambique,2022,capital,Education,Senior,31.29,316338,0.2455,238683,0.2341,55873,12,0.5094,0.6659,165.38,0.0668,0.3066,0.1616,0.4239,low 7644,Tanzania,2020,rural,Education,Junior,59.53,1168030,0.3146,800608,0.1939,155219,13,0.4959,0.6914,195.92,0.0483,0.4636,0.368,0.4392,low 7645,Nigeria,2021,capital,Education,Junior,213.58,4806814,0.1693,3992805,0.3303,1318821,17,0.6274,0.745,225.93,0.0555,0.5023,0.3366,0.5284,moderate 7646,Rwanda,2025,urban,Education,Mid_Level,14.34,396075,0.1125,351520,0.5012,176184,57,0.7262,0.8264,526.83,0.0882,0.6533,0.5546,0.7344,high 7647,DRC,2023,capital,Education,Junior,101.74,602682,0.334,401379,0.1768,70959,6,0.454,0.6189,98.92,0.0661,0.2807,0.1888,0.3655,low 7648,Tanzania,2021,rural,Infrastructure,Junior,61.31,997071,0.2442,753591,0.2193,165236,16,0.5787,0.7828,287.58,0.0575,0.4938,0.4724,0.4978,low 7649,DRC,2022,rural,Agriculture,Junior,98.59,520787,0.437,293195,0.132,38700,7,0.5556,0.6073,119.19,0.0676,0.3418,0.1629,0.3328,critical 7650,Ghana,2020,urban,Finance,Senior,31.29,677245,0.2112,534214,0.4259,227531,18,0.544,0.7511,391.24,0.0634,0.5005,0.4475,0.5561,moderate 7651,Uganda,2025,urban,Agriculture,Senior,50.57,439882,0.2441,332491,0.2366,78672,16,0.5491,0.6781,265.63,0.0698,0.4387,0.4509,0.4788,low 7652,Nigeria,2023,rural,Social_Services,Mid_Level,224.39,4521581,0.247,3404557,0.2146,730473,22,0.6213,0.7775,278.05,0.0614,0.5308,0.395,0.5061,moderate 7653,Nigeria,2021,capital,Justice,Junior,213.58,4778439,0.1869,3885574,0.3607,1401519,23,0.668,0.8002,294.33,0.0538,0.4339,0.3731,0.5517,moderate 7654,Nigeria,2019,rural,ICT,Junior,203.29,4320069,0.326,2911895,0.2089,608228,22,0.6734,0.7113,240.96,0.0551,0.5357,0.4304,0.479,low 7655,Mozambique,2021,urban,Social_Services,Junior,30.47,341593,0.2781,246582,0.2023,49881,12,0.598,0.6016,97.89,0.0605,0.3144,0.1732,0.4,low 7656,Nigeria,2020,urban,Social_Services,Junior,208.37,4708826,0.2095,3722355,0.2943,1095583,15,0.5941,0.7787,283.53,0.0574,0.4801,0.321,0.5056,moderate 7657,Senegal,2020,capital,Agriculture,Junior,16.18,397055,0.1454,339326,0.4214,142994,23,0.6124,0.7888,191.02,0.0513,0.5613,0.3441,0.5854,moderate 7658,Senegal,2025,capital,Security,Senior,18.49,435158,0.1603,365420,0.3682,134539,27,0.6144,0.705,466.49,0.068,0.5178,0.3868,0.5657,moderate 7659,DRC,2024,rural,Infrastructure,Junior,105.0,672366,0.5435,306938,0.1085,33317,6,0.5654,0.697,106.0,0.0622,0.2655,0.2223,0.3096,critical 7660,Botswana,2024,capital,Justice,Junior,2.6,117729,0.1303,102389,0.6384,65364,43,0.7401,0.8096,392.75,0.0762,0.6987,0.664,0.7422,high 7661,Uganda,2019,urban,Education,Junior,41.86,343857,0.2549,256203,0.2344,60055,16,0.5645,0.6953,187.58,0.0573,0.5659,0.3786,0.4836,low 7662,Nigeria,2025,rural,ICT,Senior,235.75,5159848,0.2611,3812521,0.2265,863713,22,0.5581,0.7624,283.91,0.0598,0.5366,0.4432,0.5087,moderate 7663,Nigeria,2021,rural,Infrastructure,Junior,213.58,3712470,0.2463,2798012,0.2151,601863,23,0.5227,0.7455,189.67,0.0649,0.4366,0.4197,0.4971,low 7664,Tanzania,2023,capital,Education,Director,65.05,1036619,0.1978,831566,0.3567,296594,14,0.6186,0.6855,645.22,0.0518,0.5083,0.4117,0.5195,moderate 7665,Tanzania,2018,rural,Education,Junior,56.11,1092841,0.2287,842885,0.2559,215666,22,0.5153,0.7576,265.13,0.05,0.5638,0.37,0.5188,moderate 7666,Ghana,2018,remote,Education,Junior,30.01,752144,0.2719,547610,0.2326,127385,25,0.6154,0.7787,317.12,0.0661,0.4533,0.441,0.5089,moderate 7667,Tanzania,2022,remote,ICT,Director,63.15,1183379,0.3599,757519,0.1631,123524,21,0.5007,0.748,764.77,0.0707,0.5532,0.3225,0.4531,low 7668,Ghana,2023,rural,Health,Junior,33.3,722693,0.2433,546828,0.2938,160678,28,0.5392,0.7513,233.85,0.0604,0.551,0.4713,0.5476,moderate 7669,Rwanda,2018,capital,Administration,Mid_Level,12.14,387592,0.0928,351611,0.4469,157128,46,0.5923,0.788,517.85,0.0796,0.6707,0.679,0.7067,high 7670,DRC,2022,rural,Education,Mid_Level,98.59,645483,0.5659,280236,0.1058,29662,9,0.4749,0.638,116.89,0.0495,0.2941,0.1816,0.3008,critical 7671,Mozambique,2020,rural,Security,Senior,29.66,317094,0.4265,181856,0.1552,28222,9,0.5139,0.658,169.54,0.0678,0.3021,0.1648,0.3501,low 7672,DRC,2019,rural,Social_Services,Executive,89.7,581704,0.5325,271938,0.1143,31095,8,0.5249,0.6866,343.98,0.0628,0.2815,0.2088,0.3175,critical 7673,Mozambique,2025,rural,Infrastructure,Junior,33.89,382554,0.3231,258935,0.1306,33823,14,0.597,0.5856,114.45,0.0667,0.3419,0.2236,0.3813,low 7674,Mozambique,2021,remote,Social_Services,Junior,30.47,343908,0.4536,187902,0.1,18790,15,0.5932,0.6953,116.07,0.062,0.3426,0.2141,0.3591,low 7675,Senegal,2025,remote,Agriculture,Executive,18.49,444205,0.2485,333806,0.1948,65021,22,0.566,0.7543,1178.98,0.0624,0.5615,0.4157,0.5024,moderate 7676,Mozambique,2021,rural,Education,Mid_Level,30.47,334241,0.4442,185761,0.1302,24190,14,0.5767,0.6111,84.92,0.0568,0.2935,0.1802,0.3455,critical 7677,Ghana,2018,urban,Administration,Director,30.01,747988,0.209,591663,0.3378,199863,30,0.6308,0.6854,461.57,0.0486,0.4738,0.4068,0.5481,moderate 7678,Rwanda,2024,urban,Infrastructure,Junior,14.0,433423,0.1285,377718,0.5228,197478,46,0.6814,0.8359,519.86,0.0771,0.6417,0.5728,0.7104,high 7679,Kenya,2024,urban,Health,Mid_Level,55.0,2030980,0.1174,1792465,0.5045,904218,27,0.6115,0.7702,596.08,0.0677,0.7444,0.5982,0.6641,high 7680,Tanzania,2022,rural,ICT,Junior,63.15,1252717,0.2343,959205,0.1944,186444,21,0.5507,0.7982,308.67,0.0629,0.4775,0.3428,0.4943,low 7681,Uganda,2019,rural,Infrastructure,Mid_Level,41.86,291881,0.3255,196866,0.1813,35694,18,0.5288,0.6825,190.41,0.0606,0.4283,0.3636,0.4405,low 7682,Uganda,2022,capital,Infrastructure,Senior,46.01,397938,0.2112,313883,0.2719,85331,18,0.6113,0.7326,445.53,0.0495,0.4534,0.4189,0.5073,moderate 7683,Ghana,2022,rural,Security,Junior,32.62,755561,0.2518,565281,0.3191,180408,23,0.5147,0.7907,237.28,0.053,0.4376,0.4605,0.5328,moderate 7684,Ghana,2025,rural,Education,Mid_Level,34.71,829103,0.2094,655459,0.3064,200816,28,0.6798,0.8068,290.92,0.0643,0.4323,0.3429,0.5428,moderate 7685,Uganda,2020,capital,Education,Junior,43.2,396421,0.2688,289873,0.2602,75411,11,0.5815,0.7112,310.79,0.071,0.5317,0.3701,0.4722,low 7686,Mozambique,2024,urban,Infrastructure,Junior,33.0,330118,0.2626,243431,0.2142,52154,12,0.5448,0.6697,106.29,0.0505,0.2878,0.2081,0.418,low 7687,Tanzania,2019,urban,Justice,Director,57.79,989569,0.2012,790494,0.2938,232239,19,0.5015,0.6833,652.83,0.0563,0.4883,0.3977,0.5117,moderate 7688,South Africa,2021,capital,Administration,Junior,60.54,3066627,0.1485,2611334,0.5723,1494596,30,0.5729,0.9087,546.8,0.0648,0.7484,0.6133,0.7034,high 7689,Tanzania,2024,capital,Education,Mid_Level,67.0,1350865,0.2076,1070366,0.3287,351867,18,0.5577,0.7127,227.7,0.068,0.5549,0.4516,0.5328,moderate 7690,Senegal,2018,urban,Security,Executive,15.34,290218,0.1319,251938,0.3162,79664,27,0.5918,0.7269,961.79,0.0508,0.5517,0.3974,0.5675,moderate 7691,Tanzania,2021,rural,Education,Junior,61.31,1036393,0.2395,788125,0.2136,168342,20,0.6396,0.6897,180.98,0.0531,0.5591,0.3578,0.4887,low 7692,Senegal,2024,capital,Education,Junior,18.0,410945,0.1424,352419,0.3504,123472,17,0.5361,0.7768,183.6,0.0719,0.4536,0.4256,0.5489,moderate 7693,Uganda,2023,rural,Finance,Junior,47.48,328087,0.3466,214371,0.1874,40183,14,0.5847,0.7273,254.42,0.0708,0.4462,0.4561,0.4445,low 7694,Mozambique,2020,rural,Education,Junior,29.66,262820,0.3628,167465,0.1285,21520,11,0.6031,0.6981,149.51,0.0593,0.2589,0.2008,0.3696,low 7695,Rwanda,2021,remote,Finance,Mid_Level,13.04,447812,0.1936,361119,0.2794,100901,64,0.8341,0.8894,462.23,0.0847,0.8034,0.6066,0.7059,high 7696,Mozambique,2019,rural,Health,Mid_Level,28.88,298811,0.3992,179528,0.1391,24966,8,0.5499,0.6207,120.0,0.0637,0.2749,0.1708,0.3426,critical 7697,Nigeria,2020,rural,Security,Junior,208.37,3891940,0.353,2518202,0.2154,542543,24,0.5081,0.7576,302.84,0.0707,0.4917,0.4744,0.4859,low 7698,Botswana,2025,capital,Health,Mid_Level,2.64,115929,0.1197,102053,0.494,50416,34,0.6483,0.8127,476.11,0.0785,0.7281,0.6464,0.6879,high 7699,DRC,2024,capital,Health,Mid_Level,105.0,695135,0.3628,442907,0.1668,73872,9,0.5114,0.6581,90.3,0.0564,0.338,0.2106,0.3771,low 7700,DRC,2020,urban,Health,Junior,92.57,584571,0.3132,401455,0.145,58217,8,0.5299,0.5909,153.29,0.0664,0.313,0.1999,0.3679,low 7701,Ethiopia,2023,urban,Education,Mid_Level,122.93,1685395,0.3118,1159960,0.2501,290074,9,0.501,0.704,129.28,0.059,0.2584,0.204,0.4089,low 7702,South Africa,2020,rural,Education,Director,60.06,3556320,0.2453,2684045,0.3645,978203,43,0.6974,0.9173,1049.25,0.0706,0.7368,0.7786,0.6764,high 7703,South Africa,2019,rural,Administration,Mid_Level,59.58,3301801,0.2463,2488537,0.3827,952364,29,0.7014,0.8586,442.8,0.0778,0.6701,0.6302,0.6154,moderate 7704,Kenya,2024,urban,Health,Mid_Level,55.0,1720443,0.1103,1530757,0.4215,645252,44,0.6171,0.8526,412.05,0.0704,0.6308,0.73,0.7018,high 7705,Kenya,2023,urban,Health,Junior,53.87,1685812,0.1614,1413790,0.4418,624565,25,0.6691,0.8735,622.07,0.0684,0.6469,0.7535,0.6537,high 7706,South Africa,2021,urban,Health,Director,60.54,3592445,0.1785,2951332,0.5157,1522125,38,0.6272,0.8165,1056.72,0.0742,0.6828,0.7352,0.6936,high 7707,Ethiopia,2018,rural,Education,Mid_Level,108.65,1347693,0.4145,789141,0.142,112084,9,0.4824,0.6847,134.06,0.0659,0.2778,0.2252,0.3574,low 7708,DRC,2019,remote,Education,Junior,89.7,549567,0.5738,234211,0.1,23421,7,0.5773,0.7023,127.46,0.0614,0.3287,0.2062,0.3079,critical 7709,Botswana,2022,urban,Education,Junior,2.52,102757,0.1306,89339,0.4855,43376,58,0.6542,0.9011,567.48,0.0945,0.6486,0.7319,0.7569,high 7710,DRC,2022,urban,Infrastructure,Mid_Level,98.59,525114,0.3881,321291,0.1496,48060,7,0.5338,0.5921,111.75,0.0633,0.2632,0.1735,0.3403,critical 7711,Rwanda,2025,urban,Social_Services,Mid_Level,14.34,383326,0.1124,340251,0.4028,137047,39,0.6164,0.8605,360.49,0.0763,0.7185,0.6497,0.686,high 7712,Rwanda,2022,remote,ICT,Senior,13.35,412793,0.1679,343494,0.2583,88722,56,0.7013,0.8525,749.38,0.0887,0.6184,0.738,0.6761,high 7713,Ghana,2021,rural,Health,Junior,31.94,809136,0.2618,597321,0.2781,166134,25,0.6291,0.7623,288.5,0.0664,0.4965,0.4455,0.5251,moderate 7714,Botswana,2021,remote,Education,Junior,2.49,110064,0.1744,90865,0.3136,28494,49,0.7905,0.8271,430.32,0.0693,0.6732,0.5279,0.6515,high 7715,DRC,2025,rural,Education,Mid_Level,108.36,679326,0.5247,322893,0.1144,36922,9,0.6076,0.7145,131.83,0.0526,0.2814,0.2187,0.3271,critical 7716,Kenya,2018,rural,Agriculture,Senior,48.55,1780150,0.1443,1523242,0.3234,492580,28,0.5414,0.862,778.29,0.0748,0.6656,0.545,0.6151,moderate 7717,Kenya,2025,rural,Education,Senior,56.15,2074489,0.156,1750874,0.2931,513122,32,0.6566,0.8539,883.41,0.0655,0.6245,0.6875,0.6236,moderate 7718,DRC,2023,urban,Administration,Mid_Level,101.74,550413,0.3902,335625,0.1516,50879,6,0.5924,0.5947,104.11,0.0561,0.3116,0.2337,0.3491,critical 7719,DRC,2021,rural,Education,Senior,95.53,631000,0.5147,306193,0.1134,34728,6,0.5062,0.654,163.62,0.0547,0.2788,0.2138,0.312,critical 7720,Ethiopia,2024,rural,Security,Junior,126.0,1332911,0.3863,818051,0.1437,117533,7,0.5396,0.6091,128.75,0.0628,0.2551,0.2328,0.347,critical 7721,Rwanda,2018,capital,Administration,Junior,12.14,365703,0.0986,329631,0.4417,145599,39,0.631,0.843,539.07,0.0892,0.7035,0.5631,0.6864,high 7722,Mozambique,2023,rural,Infrastructure,Senior,32.13,360024,0.3615,229882,0.1512,34756,14,0.5135,0.6599,227.37,0.0661,0.2577,0.1937,0.3766,low 7723,Rwanda,2020,rural,Finance,Junior,12.73,400606,0.1704,332329,0.3441,114345,39,0.7273,0.8106,411.43,0.0911,0.7514,0.7457,0.6622,high 7724,DRC,2023,rural,Education,Junior,101.74,536508,0.4278,306998,0.1058,32481,9,0.5423,0.6462,111.25,0.0659,0.26,0.1688,0.3318,critical 7725,Uganda,2025,capital,Education,Junior,50.57,359556,0.2609,265753,0.3271,86919,15,0.5444,0.7106,192.97,0.0631,0.5309,0.4642,0.5101,moderate 7726,Botswana,2022,capital,Education,Mid_Level,2.52,97050,0.1186,85543,0.6532,55873,57,0.7421,0.8441,430.16,0.0738,0.6628,0.6854,0.7876,high 7727,Senegal,2019,capital,Administration,Junior,15.76,352046,0.121,309453,0.3561,110208,21,0.5581,0.7042,246.01,0.052,0.4513,0.4006,0.5521,moderate 7728,Nigeria,2020,rural,Education,Junior,208.37,3935183,0.3149,2696155,0.2265,610630,23,0.5927,0.7364,184.43,0.0642,0.5444,0.4646,0.4968,low 7729,Botswana,2020,urban,Infrastructure,Junior,2.45,99112,0.1413,85110,0.5171,44010,57,0.7927,0.7821,577.68,0.0667,0.6632,0.6501,0.7351,high 7730,Nigeria,2019,remote,Health,Director,203.29,3548118,0.3607,2268329,0.1665,377575,23,0.6726,0.7438,647.06,0.0696,0.4697,0.4428,0.4618,low 7731,Ethiopia,2018,capital,Security,Junior,108.65,1187591,0.2491,891787,0.2088,186193,7,0.5741,0.7113,93.94,0.0565,0.2807,0.2232,0.4145,low 7732,Mozambique,2025,capital,Education,Senior,33.89,372351,0.2758,269638,0.2163,58318,8,0.5842,0.6254,206.72,0.0641,0.3412,0.18,0.401,low 7733,DRC,2021,rural,Education,Executive,95.53,544025,0.5165,263040,0.1021,26850,8,0.4543,0.6905,457.93,0.0608,0.3032,0.1707,0.3174,critical 7734,Mozambique,2018,rural,Education,Junior,28.12,318566,0.3235,215507,0.1339,28860,11,0.4695,0.6517,139.0,0.0656,0.3034,0.2374,0.3819,low 7735,Rwanda,2018,rural,Education,Mid_Level,12.14,325664,0.1338,282077,0.3358,94735,41,0.6273,0.7921,373.97,0.0801,0.795,0.6769,0.669,high 7736,DRC,2018,rural,Education,Mid_Level,86.92,464274,0.455,253036,0.1228,31071,6,0.5541,0.6232,109.37,0.0653,0.2833,0.1614,0.3199,critical 7737,Rwanda,2018,rural,Security,Mid_Level,12.14,400848,0.1717,332040,0.335,111217,58,0.6551,0.8285,480.39,0.0753,0.6731,0.6235,0.6898,high 7738,Ghana,2023,capital,Education,Mid_Level,33.3,855205,0.1563,721502,0.3773,272254,24,0.6305,0.7606,210.3,0.0588,0.4865,0.3334,0.5613,moderate 7739,DRC,2018,capital,Administration,Mid_Level,86.92,478521,0.3756,298808,0.192,57371,8,0.6079,0.6427,121.71,0.0643,0.3388,0.2299,0.3774,low 7740,Senegal,2023,remote,Education,Mid_Level,17.53,416079,0.2189,324994,0.2074,67404,23,0.6269,0.8061,242.47,0.0543,0.5695,0.4675,0.5292,moderate 7741,Botswana,2020,capital,Education,Junior,2.45,94088,0.1108,83663,0.536,44843,44,0.6813,0.8665,402.83,0.0842,0.76,0.6623,0.7385,high 7742,Senegal,2025,urban,ICT,Mid_Level,18.49,444696,0.1897,360328,0.317,114229,25,0.6582,0.7029,243.47,0.0663,0.4408,0.364,0.5302,moderate 7743,Kenya,2019,capital,Infrastructure,Junior,49.57,1592171,0.1057,1423839,0.5385,766668,32,0.6183,0.7848,522.78,0.07,0.7119,0.6612,0.6932,high 7744,Uganda,2022,urban,Health,Junior,46.01,354097,0.2951,249603,0.3152,78686,16,0.5555,0.7183,201.09,0.0515,0.4477,0.4108,0.4886,low 7745,Nigeria,2022,rural,Finance,Junior,218.92,3737561,0.268,2735764,0.2689,735715,15,0.501,0.7481,243.96,0.053,0.4601,0.4596,0.4919,low 7746,Senegal,2025,urban,Health,Junior,18.49,464156,0.1551,392154,0.3807,149301,22,0.5781,0.824,215.39,0.0671,0.5403,0.3922,0.5782,moderate 7747,DRC,2024,rural,Education,Junior,105.0,609452,0.4478,336548,0.1191,40072,6,0.4888,0.6789,115.13,0.0682,0.3282,0.1612,0.3336,critical 7748,Nigeria,2022,capital,Administration,Junior,218.92,3744432,0.1763,3084397,0.3619,1116222,18,0.5395,0.7833,252.74,0.0498,0.5354,0.3775,0.5502,moderate 7749,South Africa,2024,rural,Education,Mid_Level,62.0,3142118,0.2085,2486971,0.3741,930431,36,0.5896,0.864,393.21,0.0642,0.6383,0.6415,0.639,moderate 7750,Ethiopia,2021,rural,ICT,Junior,117.0,1201667,0.3804,744497,0.1546,115111,10,0.5967,0.6341,113.01,0.0529,0.3265,0.2379,0.3701,low 7751,Kenya,2020,urban,Health,Mid_Level,50.61,1698548,0.1506,1442666,0.4069,586981,42,0.7559,0.8114,583.57,0.0695,0.7043,0.7761,0.6888,high 7752,Kenya,2022,urban,Education,Junior,52.76,2095399,0.1309,1821042,0.4663,849135,30,0.7042,0.8163,540.33,0.0714,0.7891,0.614,0.6716,high 7753,Kenya,2019,capital,Security,Senior,49.57,1627103,0.1426,1395025,0.5354,746873,31,0.5536,0.7942,908.35,0.0721,0.6596,0.6148,0.6723,high 7754,South Africa,2022,rural,Education,Mid_Level,61.02,3173644,0.1929,2561589,0.3676,941589,31,0.5501,0.9291,451.36,0.0926,0.7157,0.7238,0.6545,high 7755,Kenya,2025,rural,Infrastructure,Senior,56.15,2160609,0.1824,1766489,0.304,537039,29,0.6655,0.9246,643.73,0.0938,0.7305,0.6356,0.6282,moderate 7756,Botswana,2018,capital,Security,Junior,2.38,118533,0.1095,105554,0.5601,59116,44,0.6777,0.9304,361.25,0.0908,0.7583,0.6386,0.7519,high 7757,DRC,2024,urban,Education,Junior,105.0,639805,0.3785,397618,0.1483,58950,6,0.6003,0.6014,93.76,0.0545,0.3002,0.1606,0.3437,critical 7758,Nigeria,2018,rural,Administration,Executive,198.33,3852555,0.3155,2636987,0.2075,547091,21,0.6186,0.7595,879.96,0.0666,0.5603,0.3567,0.4811,low 7759,Kenya,2023,capital,Education,Junior,53.87,1832661,0.1114,1628563,0.4502,733189,37,0.7189,0.7765,437.85,0.075,0.72,0.5441,0.6701,high 7760,Botswana,2018,capital,Education,Junior,2.38,102017,0.1329,88459,0.5284,46743,42,0.6911,0.8321,476.68,0.0774,0.7956,0.5485,0.7131,high 7761,Nigeria,2020,rural,ICT,Junior,208.37,4231208,0.252,3165098,0.2661,842244,17,0.5496,0.6817,271.3,0.0496,0.494,0.4268,0.4904,low 7762,Rwanda,2024,rural,Education,Mid_Level,14.0,383655,0.1415,329351,0.2946,97042,62,0.8229,0.8523,515.06,0.081,0.7349,0.7128,0.7159,high 7763,Ethiopia,2024,urban,Education,Senior,126.0,1339687,0.3112,922736,0.2025,186832,9,0.5217,0.6778,139.08,0.0567,0.3061,0.2247,0.4001,low 7764,Rwanda,2023,urban,Education,Executive,13.67,438861,0.091,398912,0.4231,168776,54,0.727,0.863,1861.23,0.0943,0.6316,0.5725,0.7179,high 7765,Kenya,2020,rural,Administration,Junior,50.61,1618420,0.1954,1302220,0.348,453119,38,0.5727,0.8343,543.66,0.0644,0.5965,0.6373,0.6317,moderate 7766,Mozambique,2018,remote,Finance,Mid_Level,28.12,322705,0.406,191699,0.1187,22753,9,0.6074,0.6777,101.68,0.052,0.3069,0.1834,0.3514,low 7767,Tanzania,2025,rural,Administration,Junior,69.01,1343897,0.2198,1048561,0.2194,230060,16,0.6197,0.8185,245.31,0.0541,0.5235,0.41,0.506,moderate 7768,Ethiopia,2024,urban,Infrastructure,Mid_Level,126.0,1389072,0.3191,945850,0.2436,230420,11,0.5934,0.6571,149.44,0.0574,0.3085,0.2067,0.4087,low 7769,South Africa,2019,rural,Administration,Mid_Level,59.58,3135474,0.2335,2403437,0.3993,959580,31,0.5583,0.818,649.27,0.0757,0.7266,0.7384,0.6381,moderate 7770,DRC,2022,capital,Security,Junior,98.59,606401,0.3443,397598,0.1651,65658,5,0.5861,0.6819,134.62,0.0615,0.3017,0.2212,0.3723,low 7771,Ethiopia,2018,rural,Administration,Senior,108.65,1486626,0.4157,868632,0.178,154634,11,0.6006,0.5919,126.14,0.0666,0.3039,0.1679,0.354,low 7772,Tanzania,2019,capital,Education,Executive,57.79,1051707,0.2097,831208,0.3055,253949,17,0.5718,0.798,713.84,0.0587,0.4588,0.4472,0.5268,moderate 7773,Ghana,2021,capital,Health,Junior,31.94,683693,0.1487,582021,0.4711,274214,27,0.5604,0.6894,215.14,0.067,0.4521,0.4388,0.5906,moderate 7774,Uganda,2024,rural,Infrastructure,Junior,49.0,409526,0.3657,259781,0.1707,44346,19,0.6204,0.6799,235.77,0.0625,0.5554,0.4195,0.4482,low 7775,Ethiopia,2019,rural,Infrastructure,Junior,111.37,1384437,0.4864,711097,0.1392,98992,9,0.5446,0.6553,142.96,0.0626,0.2613,0.1928,0.3294,critical 7776,Mozambique,2022,rural,Education,Senior,31.29,343147,0.427,196610,0.1497,29431,11,0.5898,0.623,159.56,0.053,0.3405,0.2092,0.3566,low 7777,DRC,2018,remote,Administration,Junior,86.92,501885,0.5017,250112,0.1,25011,7,0.539,0.6628,147.76,0.0707,0.3108,0.1606,0.3137,critical 7778,Kenya,2022,urban,Health,Junior,52.76,1962758,0.1195,1728182,0.4766,823587,28,0.6393,0.853,604.97,0.0891,0.6034,0.567,0.6543,high 7779,Ethiopia,2023,remote,Health,Junior,122.93,1500625,0.6,600250,0.1199,71946,11,0.5367,0.6387,132.4,0.0631,0.2695,0.1708,0.2973,critical 7780,Tanzania,2025,rural,Education,Junior,69.01,1378483,0.2961,970350,0.2226,215963,22,0.5396,0.8212,259.61,0.0569,0.4329,0.3344,0.4865,low 7781,Tanzania,2019,urban,Health,Mid_Level,57.79,1175247,0.22,916711,0.3539,324380,20,0.5699,0.7166,322.44,0.0615,0.4802,0.4515,0.5341,moderate 7782,Ghana,2024,urban,Finance,Director,34.0,805512,0.2078,638140,0.4225,269644,20,0.5176,0.6913,773.86,0.0642,0.4658,0.4018,0.5441,moderate 7783,Uganda,2020,remote,Education,Junior,43.2,341893,0.3602,218752,0.1658,36273,16,0.5955,0.723,254.78,0.0538,0.5615,0.4224,0.4483,low 7784,DRC,2024,capital,Finance,Mid_Level,105.0,611845,0.3001,428259,0.1895,81149,10,0.4888,0.6469,98.08,0.0481,0.2703,0.1687,0.3883,low 7785,South Africa,2020,urban,Administration,Director,60.06,2897005,0.1424,2484347,0.56,1391229,38,0.6597,0.8246,1593.13,0.0944,0.7928,0.7008,0.7224,high 7786,Nigeria,2023,capital,Education,Junior,224.39,4485135,0.1632,3753107,0.4,1501164,25,0.6084,0.7363,286.64,0.0595,0.4965,0.4429,0.5761,moderate 7787,Ethiopia,2018,rural,Health,Junior,108.65,1255016,0.5019,625169,0.1749,109359,8,0.4757,0.6169,133.09,0.0682,0.2982,0.2217,0.3328,critical 7788,Rwanda,2019,rural,Security,Senior,12.43,331803,0.1207,291737,0.3353,97811,57,0.6826,0.7912,595.15,0.0737,0.7797,0.6207,0.7049,high 7789,Senegal,2019,urban,Education,Junior,15.76,323228,0.1323,280450,0.323,90574,17,0.6173,0.7404,208.88,0.0598,0.5674,0.3232,0.5403,moderate 7790,Ghana,2021,urban,Education,Mid_Level,31.94,868962,0.2052,690692,0.3702,255667,27,0.5498,0.7798,297.63,0.0506,0.5163,0.3486,0.5622,moderate 7791,Senegal,2024,urban,Health,Director,18.0,365321,0.1617,306240,0.3112,95313,27,0.6594,0.6959,722.69,0.0492,0.4747,0.4514,0.5519,moderate 7792,Senegal,2020,capital,Finance,Mid_Level,16.18,388418,0.1357,335709,0.3375,113307,27,0.6286,0.7751,248.88,0.0586,0.505,0.3464,0.5694,moderate 7793,Ghana,2023,rural,Justice,Director,33.3,743859,0.2653,546550,0.2759,150773,26,0.5394,0.7875,685.22,0.0653,0.5573,0.3361,0.5251,moderate 7794,DRC,2022,urban,Social_Services,Junior,98.59,651389,0.4223,376331,0.1736,65348,6,0.6007,0.6404,124.18,0.0524,0.3183,0.1897,0.3497,critical 7795,South Africa,2020,urban,Education,Mid_Level,60.06,3262217,0.1881,2648546,0.4877,1291797,46,0.6686,0.8314,365.23,0.0811,0.6263,0.707,0.6979,high 7796,South Africa,2022,capital,Education,Mid_Level,61.02,2800069,0.1549,2366359,0.6135,1451706,38,0.7477,0.8797,428.74,0.0745,0.6367,0.5333,0.7086,high 7797,South Africa,2020,capital,Education,Senior,60.06,2833335,0.1763,2333746,0.547,1276502,49,0.6632,0.8106,874.5,0.0917,0.785,0.7689,0.7421,high 7798,Ghana,2020,urban,Administration,Executive,31.29,761550,0.1814,623399,0.3817,237944,29,0.6527,0.6894,903.02,0.0606,0.5346,0.4728,0.5767,moderate 7799,Botswana,2019,capital,Health,Junior,2.41,102039,0.0982,92016,0.632,58154,53,0.7163,0.7938,462.1,0.0672,0.6507,0.7787,0.778,high 7800,Mozambique,2022,rural,Justice,Junior,31.29,349670,0.4562,190146,0.1481,28155,11,0.6091,0.661,151.91,0.0606,0.2801,0.1653,0.3442,critical 7801,Tanzania,2019,urban,Justice,Junior,57.79,1094931,0.2153,859195,0.2644,227158,12,0.5984,0.7872,276.19,0.0541,0.4611,0.3227,0.4887,low 7802,Kenya,2020,remote,Finance,Junior,50.61,1799149,0.2353,1375741,0.2262,311158,27,0.6094,0.9025,483.65,0.0845,0.6315,0.5733,0.5711,moderate 7803,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1465841,0.3447,960616,0.1581,151837,8,0.5001,0.6232,125.7,0.0655,0.3338,0.1792,0.3681,low 7804,Rwanda,2024,urban,Health,Junior,14.0,474502,0.1108,421926,0.4468,188534,45,0.7453,0.8969,357.59,0.0883,0.6566,0.5422,0.7009,high 7805,Ethiopia,2023,rural,Administration,Senior,122.93,1352767,0.3923,822033,0.1763,144900,10,0.5236,0.6071,134.18,0.0669,0.2777,0.2161,0.3614,low 7806,Senegal,2021,capital,Health,Junior,16.62,310906,0.1628,260300,0.3524,91739,27,0.5895,0.7573,232.2,0.0524,0.4656,0.4261,0.5677,moderate 7807,South Africa,2023,urban,Education,Junior,61.51,2770967,0.2016,2212214,0.4953,1095601,37,0.5889,0.8841,372.99,0.0732,0.6526,0.7748,0.6913,high 7808,DRC,2022,rural,Social_Services,Mid_Level,98.59,553867,0.4967,278744,0.1029,28681,7,0.4685,0.5899,128.95,0.0643,0.3189,0.1855,0.308,critical 7809,Uganda,2019,remote,ICT,Senior,41.86,381491,0.3937,231291,0.1633,37766,11,0.4998,0.6877,455.9,0.0487,0.4395,0.3758,0.4046,low 7810,Kenya,2025,rural,Education,Junior,56.15,1827003,0.193,1474342,0.3649,537989,31,0.5546,0.8838,493.1,0.0863,0.7741,0.7167,0.6521,high 7811,Mozambique,2022,remote,Education,Mid_Level,31.29,307335,0.4625,165177,0.1112,18366,9,0.471,0.6313,142.36,0.0617,0.3375,0.1904,0.3321,critical 7812,DRC,2020,rural,Social_Services,Junior,92.57,515305,0.4218,297936,0.1131,33685,6,0.5943,0.7112,137.67,0.0645,0.2726,0.1724,0.339,critical 7813,Botswana,2018,capital,Agriculture,Junior,2.38,120121,0.107,107268,0.4949,53084,55,0.8043,0.7918,588.3,0.0706,0.6458,0.5966,0.7275,high 7814,South Africa,2023,urban,Health,Junior,61.51,2793261,0.1397,2403140,0.567,1362501,36,0.6851,0.8923,497.75,0.0916,0.7245,0.7553,0.7287,high 7815,Tanzania,2022,capital,Education,Junior,63.15,1274353,0.204,1014407,0.3252,329861,15,0.5303,0.7523,222.36,0.0496,0.5618,0.4258,0.5294,moderate 7816,Uganda,2024,capital,Security,Mid_Level,49.0,422604,0.275,306393,0.2662,81555,16,0.5571,0.7456,235.55,0.0489,0.4704,0.4576,0.4924,low 7817,South Africa,2023,rural,Finance,Senior,61.51,3414456,0.2632,2515690,0.3566,897020,44,0.6132,0.8265,592.71,0.0704,0.6806,0.6248,0.6379,moderate 7818,Uganda,2024,urban,Health,Director,49.0,368140,0.2395,279985,0.3158,88430,15,0.5086,0.7352,535.58,0.0579,0.5014,0.4162,0.5086,moderate 7819,Tanzania,2020,capital,Infrastructure,Mid_Level,59.53,955609,0.1771,786392,0.3819,300305,15,0.4993,0.7444,242.12,0.06,0.4637,0.4306,0.5398,moderate 7820,Senegal,2019,rural,Health,Executive,15.76,313532,0.254,233884,0.2477,57932,20,0.6441,0.6785,850.88,0.05,0.5708,0.4196,0.4992,low 7821,Ghana,2021,urban,Social_Services,Junior,31.94,779951,0.1755,643068,0.3368,216602,25,0.6355,0.7756,295.29,0.0561,0.5638,0.4781,0.5734,moderate 7822,Senegal,2020,remote,Infrastructure,Mid_Level,16.18,408253,0.2393,310537,0.2138,66388,23,0.6528,0.8033,188.48,0.058,0.5156,0.3261,0.5058,moderate 7823,Botswana,2019,urban,Finance,Mid_Level,2.41,113846,0.146,97222,0.5687,55287,40,0.5805,0.8369,371.01,0.0919,0.7429,0.744,0.7299,high 7824,DRC,2018,capital,Finance,Mid_Level,86.92,530500,0.2628,391080,0.1762,68894,7,0.579,0.668,122.23,0.0645,0.3075,0.2018,0.397,low 7825,DRC,2025,capital,Social_Services,Mid_Level,108.36,658047,0.3465,430057,0.1785,76755,7,0.5766,0.6556,154.63,0.0697,0.3052,0.2271,0.3771,low 7826,Botswana,2023,urban,Education,Senior,2.56,113265,0.1259,99003,0.4723,46758,31,0.5932,0.8186,781.96,0.085,0.6166,0.69,0.6675,high 7827,Botswana,2021,capital,Security,Director,2.49,110587,0.1236,96920,0.6624,64196,57,0.713,0.7659,1173.28,0.0821,0.7829,0.7397,0.7943,high 7828,Rwanda,2024,capital,Security,Mid_Level,14.0,446880,0.0863,408324,0.5533,225918,43,0.6075,0.932,603.47,0.0786,0.6919,0.5525,0.7385,high 7829,Ethiopia,2024,rural,Finance,Mid_Level,126.0,1421009,0.4212,822489,0.1467,120654,12,0.4926,0.6665,128.63,0.0549,0.3419,0.2138,0.3669,low 7830,South Africa,2022,rural,Justice,Junior,61.02,3252662,0.2574,2415585,0.3148,760355,40,0.7284,0.8908,484.74,0.0716,0.6085,0.7331,0.6321,moderate 7831,Nigeria,2025,rural,Administration,Mid_Level,235.75,4312505,0.2448,3256885,0.2551,830711,19,0.6427,0.7043,306.71,0.067,0.5671,0.452,0.5076,moderate 7832,Ghana,2021,rural,Security,Director,31.94,864106,0.236,660158,0.3163,208794,25,0.557,0.6798,578.11,0.0705,0.5502,0.4031,0.5299,moderate 7833,Senegal,2018,rural,Social_Services,Junior,15.34,328288,0.2552,244496,0.2508,61317,25,0.5428,0.7513,217.67,0.0533,0.5478,0.4799,0.5269,moderate 7834,Botswana,2022,urban,Social_Services,Mid_Level,2.52,113691,0.1089,101312,0.5194,52624,53,0.694,0.795,368.35,0.0882,0.7224,0.5995,0.7366,high 7835,Tanzania,2021,urban,Education,Junior,61.31,1086233,0.2265,840199,0.3522,295934,13,0.498,0.7386,195.31,0.0629,0.5294,0.4319,0.5208,moderate 7836,Ethiopia,2025,capital,Justice,Mid_Level,129.15,1665344,0.2548,1241030,0.2176,270000,10,0.5041,0.6973,155.96,0.0684,0.3208,0.2323,0.4256,low 7837,Rwanda,2025,rural,Infrastructure,Director,14.34,400226,0.1438,342675,0.311,106585,47,0.7418,0.8385,942.75,0.0682,0.6333,0.6061,0.659,high 7838,Tanzania,2019,urban,Education,Junior,57.79,1056291,0.2322,810968,0.3117,252806,18,0.5776,0.79,195.61,0.07,0.4402,0.3924,0.5166,moderate 7839,Ghana,2023,urban,Health,Mid_Level,33.3,837379,0.1801,686594,0.3357,230470,23,0.5061,0.7028,264.29,0.0542,0.439,0.4031,0.536,moderate 7840,South Africa,2020,urban,Health,Mid_Level,60.06,3348196,0.1585,2817559,0.4886,1376632,33,0.6391,0.8162,594.66,0.0711,0.7138,0.5764,0.6665,high 7841,Mozambique,2018,remote,Security,Junior,28.12,244625,0.5731,104422,0.1152,12027,8,0.4798,0.6481,113.02,0.069,0.314,0.2386,0.308,critical 7842,Uganda,2020,urban,Security,Senior,43.2,384036,0.2713,279860,0.2634,73725,11,0.5794,0.7728,413.27,0.0516,0.5058,0.4553,0.4876,low 7843,Botswana,2023,urban,Social_Services,Junior,2.56,119653,0.1365,103318,0.5895,60902,39,0.6967,0.802,501.91,0.0802,0.8017,0.5892,0.7201,high 7844,Tanzania,2020,rural,Health,Junior,59.53,1223905,0.2318,940145,0.2311,217256,18,0.595,0.7435,296.92,0.0502,0.5422,0.3593,0.4965,low 7845,Kenya,2022,capital,Health,Mid_Level,52.76,1631831,0.1063,1458437,0.4332,631849,39,0.7137,0.801,563.71,0.083,0.642,0.7425,0.6878,high 7846,Ghana,2022,urban,Agriculture,Senior,32.62,732952,0.1509,622353,0.334,207845,19,0.6613,0.7804,412.73,0.0616,0.4789,0.3503,0.5432,moderate 7847,Rwanda,2018,urban,Education,Mid_Level,12.14,385244,0.1276,336084,0.4197,141050,63,0.7512,0.8952,353.24,0.0868,0.6665,0.5624,0.7377,high 7848,Botswana,2021,urban,Security,Junior,2.49,115787,0.1275,101029,0.5309,53640,48,0.7614,0.8821,439.75,0.0669,0.7308,0.6175,0.738,high 7849,Mozambique,2022,capital,Health,Junior,31.29,319551,0.3028,222778,0.2043,45502,11,0.5704,0.7058,92.5,0.0531,0.2722,0.2238,0.4083,low 7850,Nigeria,2025,capital,Justice,Junior,235.75,5257426,0.2066,4171340,0.3975,1658116,23,0.5527,0.7647,272.45,0.0579,0.4311,0.4154,0.5546,moderate 7851,Ghana,2020,capital,Health,Junior,31.29,706295,0.1304,614192,0.3778,232052,22,0.5288,0.7027,227.31,0.0555,0.5376,0.348,0.5608,moderate 7852,Senegal,2021,capital,Security,Junior,16.62,365588,0.1721,302675,0.4168,126156,17,0.55,0.769,297.6,0.0557,0.5615,0.3376,0.5589,moderate 7853,Ethiopia,2019,rural,ICT,Senior,111.37,1449258,0.389,885549,0.1713,151689,7,0.5682,0.6778,179.09,0.0549,0.2961,0.2226,0.3666,low 7854,Mozambique,2025,remote,Agriculture,Junior,33.89,363236,0.3965,219207,0.1162,25476,10,0.5642,0.6866,84.2,0.0703,0.2863,0.1905,0.3556,low 7855,Senegal,2018,rural,Finance,Director,15.34,318910,0.1729,263785,0.2548,67225,25,0.5463,0.7245,784.57,0.0522,0.5678,0.4162,0.5401,moderate 7856,Ghana,2023,remote,Social_Services,Junior,33.3,737643,0.3326,492307,0.205,100916,25,0.6352,0.7902,319.61,0.0656,0.5716,0.3235,0.4886,low 7857,Mozambique,2022,capital,ICT,Junior,31.29,302985,0.2751,219632,0.236,51826,9,0.5484,0.7031,131.86,0.052,0.2838,0.1679,0.4134,low 7858,Kenya,2020,urban,Infrastructure,Mid_Level,50.61,1977222,0.1134,1752908,0.4438,777878,27,0.5395,0.8731,368.7,0.0721,0.7919,0.7103,0.6813,high 7859,Uganda,2025,urban,Administration,Mid_Level,50.57,350767,0.2832,251429,0.2365,59451,14,0.4865,0.6773,308.32,0.0658,0.4608,0.4392,0.4649,low 7860,Botswana,2018,remote,Education,Mid_Level,2.38,102991,0.2135,80999,0.2638,21367,56,0.765,0.777,416.12,0.0666,0.6251,0.5345,0.6351,moderate 7861,Senegal,2025,rural,Agriculture,Mid_Level,18.49,431047,0.2217,335481,0.2785,93419,23,0.5286,0.6963,187.89,0.0527,0.4313,0.3891,0.5082,moderate 7862,Ghana,2019,rural,ICT,Junior,30.64,669244,0.2497,502127,0.2637,132404,22,0.6746,0.7275,224.51,0.0529,0.539,0.4155,0.5131,moderate 7863,Kenya,2018,rural,Social_Services,Mid_Level,48.55,1518996,0.1914,1228286,0.3437,422193,43,0.6531,0.8295,495.01,0.0835,0.6973,0.7052,0.6603,high 7864,Ghana,2022,remote,Health,Junior,32.62,694607,0.3384,459577,0.2244,103120,30,0.6609,0.7582,288.12,0.0573,0.4736,0.4713,0.5047,moderate 7865,Nigeria,2019,capital,Finance,Junior,203.29,3983069,0.221,3102749,0.3431,1064505,17,0.5471,0.7579,320.29,0.0534,0.5191,0.4208,0.5307,moderate 7866,Senegal,2023,rural,Education,Junior,17.53,381887,0.2516,285812,0.2523,72103,21,0.554,0.818,249.36,0.0715,0.5044,0.4722,0.523,moderate 7867,Rwanda,2021,capital,Education,Junior,13.04,429956,0.1093,382958,0.5641,216030,41,0.7087,0.8457,383.1,0.0814,0.5991,0.6983,0.7228,high 7868,Botswana,2024,rural,Education,Junior,2.6,123890,0.1442,106028,0.3489,36989,50,0.6278,0.8632,389.89,0.0765,0.6913,0.7418,0.699,high 7869,Mozambique,2021,rural,Education,Mid_Level,30.47,302991,0.382,187254,0.1602,29991,14,0.5828,0.71,134.64,0.0716,0.3264,0.2342,0.3921,low 7870,Ethiopia,2020,urban,Social_Services,Junior,114.15,1295562,0.329,869306,0.1912,166202,11,0.4762,0.6,94.37,0.0712,0.2567,0.1685,0.3756,low 7871,Uganda,2020,remote,Education,Director,43.2,311451,0.394,188733,0.1298,24502,12,0.6113,0.7399,669.42,0.0547,0.4528,0.4,0.4102,low 7872,DRC,2018,remote,Infrastructure,Junior,86.92,444774,0.4961,224108,0.1,22410,6,0.5225,0.6504,93.43,0.0636,0.3383,0.2115,0.3185,critical 7873,Ethiopia,2021,capital,Infrastructure,Senior,117.0,1520797,0.2771,1099310,0.2396,263366,12,0.4859,0.6178,139.2,0.066,0.3157,0.2197,0.4168,low 7874,Nigeria,2022,rural,Justice,Senior,218.92,3825182,0.2474,2878821,0.2392,688729,15,0.5072,0.7437,466.86,0.0552,0.5705,0.4611,0.5002,moderate 7875,Ghana,2022,urban,Social_Services,Junior,32.62,761699,0.1638,636912,0.3394,216171,18,0.6207,0.6878,247.31,0.0629,0.5006,0.4408,0.5362,moderate 7876,Botswana,2019,remote,Health,Senior,2.41,107255,0.1823,87707,0.3085,27060,41,0.6018,0.9114,586.53,0.0953,0.786,0.5359,0.653,high 7877,Nigeria,2021,rural,Social_Services,Senior,213.58,3672980,0.3277,2469436,0.2047,505524,24,0.6569,0.7417,460.32,0.0614,0.5553,0.4066,0.4867,low 7878,DRC,2018,rural,Education,Junior,86.92,591939,0.571,253917,0.1187,30148,7,0.5956,0.6165,155.26,0.0596,0.2878,0.2212,0.2978,critical 7879,Nigeria,2025,rural,Security,Junior,235.75,4190626,0.3433,2751920,0.2497,687185,22,0.6278,0.6913,218.13,0.066,0.5704,0.4722,0.4896,low 7880,Nigeria,2019,urban,Health,Mid_Level,203.29,4185311,0.1975,3358524,0.3778,1268952,17,0.6317,0.8213,321.09,0.0654,0.5403,0.3738,0.5522,moderate 7881,Uganda,2021,remote,Health,Mid_Level,44.58,329320,0.3911,200508,0.1407,28209,17,0.5987,0.7454,240.44,0.0558,0.539,0.3431,0.4299,low 7882,Mozambique,2019,urban,Health,Mid_Level,28.88,271919,0.3098,187686,0.1689,31705,12,0.6278,0.69,92.77,0.0558,0.3331,0.1656,0.3982,low 7883,South Africa,2023,capital,Education,Executive,61.51,3636769,0.1456,3107355,0.5684,1766302,39,0.5658,0.9075,2346.58,0.0947,0.6124,0.5727,0.7078,high 7884,Ghana,2020,rural,ICT,Senior,31.29,871359,0.2863,621863,0.3002,186694,25,0.5483,0.7221,401.59,0.0705,0.4956,0.3999,0.5138,moderate 7885,Uganda,2022,rural,Security,Mid_Level,46.01,380097,0.3101,262212,0.1716,44988,13,0.6312,0.7736,187.53,0.0605,0.4459,0.4327,0.4518,low 7886,Botswana,2022,rural,Justice,Junior,2.52,105091,0.1399,90389,0.4341,39235,31,0.6687,0.9186,495.67,0.0643,0.7374,0.58,0.6706,high 7887,Mozambique,2020,rural,Health,Junior,29.66,311213,0.4136,182487,0.1614,29449,13,0.4815,0.5994,140.95,0.0612,0.2682,0.2082,0.357,low 7888,Kenya,2019,capital,Education,Junior,49.57,1709865,0.142,1467115,0.4848,711215,45,0.6762,0.8699,566.98,0.0715,0.7752,0.5208,0.7083,high 7889,South Africa,2023,urban,Justice,Director,61.51,3483743,0.1588,2930621,0.5605,1642559,31,0.6178,0.7718,1254.68,0.0839,0.7552,0.5704,0.6763,high 7890,DRC,2025,urban,Infrastructure,Director,108.36,661892,0.3307,443032,0.1609,71283,6,0.4478,0.6168,341.36,0.0494,0.3234,0.2128,0.3687,low 7891,Ghana,2024,urban,Agriculture,Senior,34.0,835711,0.2003,668295,0.4244,283653,27,0.6248,0.6889,416.36,0.0615,0.4634,0.4035,0.5635,moderate 7892,Uganda,2022,urban,Education,Senior,46.01,347509,0.2948,245067,0.2864,70182,11,0.6254,0.7288,379.99,0.0556,0.4987,0.4478,0.4794,low 7893,Rwanda,2025,urban,Social_Services,Mid_Level,14.34,430985,0.1014,387266,0.4727,183044,61,0.6369,0.7768,373.97,0.0959,0.6404,0.7729,0.7532,high 7894,South Africa,2025,rural,Finance,Mid_Level,62.5,3005620,0.216,2356478,0.3469,817519,33,0.6292,0.834,564.95,0.0945,0.705,0.5618,0.617,moderate 7895,Rwanda,2019,rural,Health,Junior,12.43,385288,0.1641,322072,0.3575,115142,39,0.7405,0.8594,527.59,0.0878,0.7129,0.739,0.67,high 7896,Tanzania,2020,capital,Education,Mid_Level,59.53,1141491,0.2077,904353,0.3037,274652,17,0.6307,0.7924,273.77,0.0515,0.509,0.3617,0.5224,moderate 7897,Rwanda,2021,capital,Infrastructure,Mid_Level,13.04,352301,0.0776,324969,0.4929,160185,43,0.6382,0.8971,404.55,0.0695,0.6968,0.7146,0.737,high 7898,DRC,2022,remote,Justice,Junior,98.59,565230,0.6,226092,0.1031,23320,8,0.5644,0.6418,126.73,0.0637,0.3445,0.1891,0.2954,critical 7899,Uganda,2022,capital,Administration,Executive,46.01,377832,0.2304,290771,0.3281,95395,11,0.5604,0.7284,816.63,0.0513,0.5374,0.4055,0.5055,moderate 7900,DRC,2025,rural,Health,Junior,108.36,618810,0.4722,326635,0.1173,38322,6,0.5214,0.6711,85.31,0.0487,0.3105,0.206,0.3286,critical 7901,DRC,2023,rural,Social_Services,Junior,101.74,655191,0.4157,382813,0.1021,39082,6,0.5596,0.7017,91.28,0.0587,0.3065,0.2312,0.3456,critical 7902,Mozambique,2019,rural,Social_Services,Junior,28.88,264308,0.328,177620,0.1531,27186,10,0.4702,0.5971,133.34,0.0619,0.2849,0.2331,0.3726,low 7903,Kenya,2018,capital,Infrastructure,Director,48.55,1895227,0.131,1647003,0.4771,785770,33,0.6717,0.8802,1171.44,0.0921,0.7653,0.7761,0.7052,high 7904,Rwanda,2021,capital,Education,Mid_Level,13.04,355995,0.1052,318546,0.5717,182108,35,0.7123,0.804,515.51,0.0725,0.659,0.7342,0.714,high 7905,Kenya,2020,rural,Education,Junior,50.61,1909073,0.1655,1593184,0.2744,437122,29,0.6737,0.8703,470.66,0.0808,0.6346,0.5886,0.6026,moderate 7906,Ghana,2018,urban,Education,Junior,30.01,782939,0.1848,638276,0.4149,264820,21,0.5272,0.7788,186.25,0.0504,0.5361,0.4558,0.576,moderate 7907,Ghana,2018,urban,Education,Junior,30.01,840910,0.1625,704226,0.4414,310840,22,0.5088,0.7257,247.8,0.0635,0.5214,0.3657,0.5723,moderate 7908,DRC,2025,capital,Agriculture,Mid_Level,108.36,617491,0.3537,399077,0.1676,66895,6,0.5492,0.66,137.27,0.0601,0.2586,0.1901,0.3623,low 7909,Mozambique,2022,remote,Finance,Junior,31.29,352383,0.5511,158181,0.1109,17543,12,0.6242,0.6045,135.4,0.0523,0.2578,0.1705,0.3035,critical 7910,Senegal,2019,capital,Agriculture,Mid_Level,15.76,377350,0.1279,329083,0.3729,122699,19,0.5594,0.8198,236.57,0.0587,0.553,0.403,0.5773,moderate 7911,Ethiopia,2021,capital,Security,Mid_Level,117.0,1570830,0.2872,1119689,0.2137,239272,12,0.4803,0.626,126.85,0.0605,0.3165,0.2063,0.4078,low 7912,Mozambique,2022,rural,Education,Director,31.29,293851,0.3772,183019,0.1616,29572,9,0.5387,0.612,348.44,0.0584,0.3372,0.1901,0.3631,low 7913,South Africa,2025,urban,ICT,Junior,62.5,3324013,0.1772,2735162,0.5375,1470113,30,0.6594,0.8281,465.69,0.0682,0.6348,0.6842,0.6712,high 7914,DRC,2018,capital,Administration,Junior,86.92,464534,0.3198,315965,0.1649,52101,7,0.549,0.6207,91.89,0.052,0.2657,0.2006,0.3685,low 7915,Botswana,2018,urban,Health,Executive,2.38,118309,0.1406,101671,0.5622,57155,57,0.6734,0.9213,1950.96,0.0677,0.7138,0.7182,0.7793,high 7916,Botswana,2023,urban,Finance,Mid_Level,2.56,110373,0.1422,94682,0.5132,48589,37,0.5659,0.7923,520.1,0.068,0.6763,0.6366,0.6854,high 7917,Mozambique,2018,rural,Justice,Mid_Level,28.12,248870,0.3678,157323,0.1316,20700,8,0.5724,0.6925,103.45,0.0538,0.283,0.2129,0.3644,low 7918,Rwanda,2025,urban,ICT,Junior,14.34,377177,0.1129,334577,0.4356,145749,57,0.689,0.849,476.21,0.0879,0.7802,0.5626,0.7348,high 7919,South Africa,2025,urban,Justice,Junior,62.5,3106807,0.2047,2470705,0.4845,1197168,31,0.5867,0.9267,404.01,0.0843,0.7301,0.6223,0.6717,high 7920,Mozambique,2022,rural,ICT,Senior,31.29,345237,0.3176,235594,0.1402,33035,12,0.5441,0.64,228.36,0.0644,0.3236,0.2034,0.3844,low 7921,Rwanda,2022,remote,Social_Services,Junior,13.35,417649,0.1934,336894,0.2168,73036,53,0.7819,0.8058,440.1,0.0916,0.7259,0.7707,0.6589,high 7922,DRC,2025,capital,Education,Junior,108.36,591830,0.349,385291,0.1868,71990,8,0.5814,0.6021,108.74,0.0567,0.2659,0.2268,0.369,low 7923,Senegal,2024,rural,Health,Junior,18.0,363744,0.2506,272583,0.2583,70397,17,0.5166,0.7151,281.19,0.0608,0.5458,0.4142,0.4977,low 7924,Rwanda,2021,urban,Social_Services,Mid_Level,13.04,390157,0.1204,343190,0.4103,140812,35,0.6691,0.9201,417.89,0.0719,0.7822,0.6788,0.6941,high 7925,Nigeria,2023,urban,ICT,Mid_Level,224.39,3911739,0.1859,3184575,0.3428,1091765,18,0.5161,0.7237,320.31,0.0544,0.5485,0.3746,0.5351,moderate 7926,South Africa,2018,capital,Education,Director,59.11,2792187,0.1386,2405236,0.5439,1308214,32,0.6074,0.7911,1317.75,0.0747,0.7163,0.5626,0.6779,high 7927,Ethiopia,2024,rural,Health,Mid_Level,126.0,1710476,0.4022,1022589,0.1751,179099,8,0.4707,0.6942,86.56,0.0705,0.3355,0.2245,0.3734,low 7928,Tanzania,2019,rural,Administration,Junior,57.79,1154140,0.3044,802851,0.1968,158013,19,0.6307,0.677,220.73,0.0717,0.4575,0.3461,0.4525,low 7929,Kenya,2025,capital,Security,Senior,56.15,1674618,0.1216,1471023,0.4161,612161,43,0.611,0.9023,530.43,0.0765,0.7796,0.7633,0.7208,high 7930,Nigeria,2024,remote,Education,Mid_Level,230.0,4263422,0.4355,2406771,0.156,375341,21,0.5548,0.7261,281.03,0.0523,0.4823,0.3283,0.4226,low 7931,Rwanda,2025,urban,Health,Director,14.34,419775,0.1188,369911,0.4248,157148,54,0.8102,0.8038,892.36,0.0883,0.7175,0.6952,0.7233,high 7932,Uganda,2022,urban,Justice,Junior,46.01,372977,0.2513,279259,0.2957,82589,15,0.6054,0.6834,219.75,0.0665,0.4593,0.3481,0.4819,low 7933,Rwanda,2025,rural,Finance,Mid_Level,14.34,476504,0.1309,414110,0.3067,127007,52,0.6544,0.8107,612.68,0.0668,0.7056,0.6177,0.6779,high 7934,Ethiopia,2022,capital,Agriculture,Mid_Level,119.93,1394723,0.2491,1047325,0.2484,260184,12,0.6301,0.6008,85.01,0.062,0.2816,0.2229,0.4204,low 7935,Botswana,2024,urban,ICT,Junior,2.6,104346,0.119,91924,0.574,52760,56,0.7897,0.9146,448.92,0.0915,0.77,0.7024,0.7882,high 7936,Ghana,2025,urban,Finance,Junior,34.71,883036,0.1479,752409,0.3305,248707,18,0.5257,0.6994,304.32,0.0692,0.5091,0.3712,0.5336,moderate 7937,Rwanda,2020,urban,Administration,Mid_Level,12.73,427062,0.1139,378426,0.4237,160332,40,0.6947,0.861,452.44,0.0726,0.7822,0.6773,0.7025,high 7938,Ghana,2025,urban,Infrastructure,Mid_Level,34.71,934221,0.212,736157,0.3281,241535,20,0.5591,0.7657,177.42,0.0688,0.5257,0.4249,0.5389,moderate 7939,Ghana,2023,urban,Security,Junior,33.3,766028,0.2061,608119,0.3503,213046,30,0.6183,0.6864,197.0,0.0551,0.5197,0.405,0.5565,moderate 7940,South Africa,2025,remote,Education,Junior,62.5,2831087,0.2901,2009761,0.2418,485948,37,0.6065,0.8668,422.31,0.078,0.6969,0.6396,0.5941,moderate 7941,South Africa,2021,urban,Education,Junior,60.54,3306120,0.1676,2751995,0.5052,1390266,47,0.6588,0.7754,569.38,0.0754,0.6837,0.5314,0.6897,high 7942,Ethiopia,2018,urban,Education,Mid_Level,108.65,1143126,0.2989,801440,0.2273,182158,12,0.5244,0.6134,155.86,0.0657,0.2876,0.2042,0.4033,low 7943,Botswana,2024,urban,Education,Junior,2.6,109340,0.1436,93638,0.5909,55332,39,0.7498,0.934,443.35,0.0647,0.7492,0.5384,0.7282,high 7944,Ghana,2018,rural,Administration,Junior,30.01,800488,0.2636,589474,0.2573,151650,20,0.6634,0.7029,221.38,0.0535,0.467,0.396,0.4902,low 7945,Kenya,2020,capital,Administration,Junior,50.61,1721649,0.1112,1530236,0.4118,630207,33,0.6514,0.7939,646.46,0.0954,0.7574,0.6833,0.6708,high 7946,Ghana,2019,urban,Infrastructure,Junior,30.64,827290,0.1602,694798,0.34,236228,30,0.6871,0.7771,196.64,0.0487,0.4457,0.4293,0.574,moderate 7947,Tanzania,2018,urban,Education,Junior,56.11,1080833,0.2309,831277,0.2949,245105,19,0.5002,0.7008,177.61,0.0693,0.4395,0.4326,0.5058,moderate 7948,South Africa,2018,rural,ICT,Mid_Level,59.11,2760064,0.2235,2143206,0.3431,735288,40,0.5751,0.9212,422.74,0.0865,0.695,0.7452,0.6621,high 7949,Uganda,2023,remote,Social_Services,Junior,47.48,323292,0.4391,181329,0.1425,25845,11,0.5632,0.8235,229.52,0.0517,0.4966,0.418,0.4183,low 7950,Botswana,2025,capital,Health,Senior,2.64,131841,0.1193,116117,0.6293,73069,32,0.7074,0.8774,938.27,0.0792,0.77,0.7563,0.7417,high 7951,Mozambique,2019,capital,Education,Junior,28.88,248161,0.3041,172691,0.2303,39774,9,0.6133,0.6134,143.42,0.0551,0.2958,0.194,0.395,low 7952,South Africa,2021,urban,Health,Director,60.54,3266979,0.1702,2710997,0.4506,1221702,34,0.7246,0.7768,1455.18,0.0952,0.7161,0.6807,0.6613,high 7953,Tanzania,2022,urban,Education,Junior,63.15,968436,0.1673,806381,0.3344,269677,21,0.5346,0.7753,295.41,0.0551,0.5524,0.3525,0.5511,moderate 7954,Ethiopia,2022,capital,Health,Junior,119.93,1326533,0.2798,955405,0.2605,248845,7,0.5663,0.5996,106.05,0.062,0.2849,0.1886,0.4,low 7955,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,110110,0.1511,93474,0.4546,42492,31,0.5754,0.8909,552.5,0.0703,0.6992,0.6029,0.6672,high 7956,Ethiopia,2021,rural,Security,Junior,117.0,1528820,0.3476,997345,0.1704,169951,10,0.5732,0.6989,130.79,0.0552,0.2781,0.186,0.3819,low 7957,DRC,2018,remote,Health,Junior,86.92,460205,0.589,189121,0.101,19106,5,0.597,0.6996,119.81,0.0646,0.2667,0.2175,0.2939,critical 7958,DRC,2024,capital,Security,Junior,105.0,558694,0.2804,402011,0.1602,64394,9,0.4595,0.5908,136.38,0.0528,0.3394,0.1863,0.3836,low 7959,Senegal,2025,urban,Health,Executive,18.49,458268,0.1538,387791,0.318,123310,22,0.6414,0.727,996.78,0.0567,0.4952,0.4583,0.5504,moderate 7960,Tanzania,2018,capital,Security,Mid_Level,56.11,954201,0.1771,785191,0.3188,250350,12,0.6182,0.7089,266.81,0.0529,0.4289,0.4559,0.5102,moderate 7961,South Africa,2020,remote,Education,Junior,60.06,3550086,0.2867,2532151,0.2818,713466,47,0.6856,0.811,597.12,0.083,0.7402,0.5918,0.6211,moderate 7962,Uganda,2024,urban,Security,Mid_Level,49.0,341456,0.2641,251263,0.2987,75054,18,0.6412,0.7294,209.62,0.0505,0.5725,0.4211,0.5124,moderate 7963,Mozambique,2021,rural,Health,Mid_Level,30.47,320004,0.3425,210409,0.1375,28924,8,0.592,0.6344,110.41,0.0573,0.3449,0.2022,0.3686,low 7964,DRC,2022,rural,Health,Mid_Level,98.59,534065,0.4801,277684,0.1256,34884,8,0.4952,0.5902,116.01,0.0511,0.2698,0.2355,0.3204,critical 7965,Ghana,2023,capital,Education,Junior,33.3,891239,0.1865,725050,0.4804,348300,19,0.6156,0.6895,310.7,0.051,0.4271,0.3513,0.5522,moderate 7966,Ghana,2019,capital,Justice,Mid_Level,30.64,657216,0.1529,556743,0.4194,233482,23,0.5323,0.7884,231.52,0.0492,0.5605,0.3909,0.5875,moderate 7967,Kenya,2021,urban,Education,Junior,51.68,1822999,0.126,1593289,0.4747,756278,25,0.5922,0.8252,649.64,0.0909,0.7749,0.6263,0.6636,high 7968,Uganda,2019,rural,Agriculture,Mid_Level,41.86,382992,0.3211,260005,0.2173,56511,10,0.4699,0.8096,255.88,0.0596,0.5291,0.4791,0.4713,low 7969,Ethiopia,2022,urban,Finance,Junior,119.93,1374613,0.2882,978484,0.2277,222787,10,0.5861,0.6753,146.09,0.0486,0.2958,0.1678,0.4075,low 7970,Tanzania,2019,rural,Social_Services,Junior,57.79,895523,0.2415,679223,0.2039,138496,17,0.4877,0.7064,228.52,0.0642,0.4335,0.3318,0.4656,low 7971,Mozambique,2018,urban,Health,Executive,28.12,264486,0.2643,194571,0.2016,39223,11,0.5784,0.6441,374.92,0.0612,0.336,0.1603,0.4081,low 7972,Tanzania,2018,remote,Security,Mid_Level,56.11,860772,0.3087,595038,0.1703,101357,14,0.49,0.7844,202.41,0.0694,0.5019,0.3385,0.4521,low 7973,DRC,2022,urban,Social_Services,Senior,98.59,533076,0.3423,350621,0.146,51186,8,0.5717,0.7079,217.59,0.0576,0.3229,0.2258,0.382,low 7974,Uganda,2022,urban,Security,Junior,46.01,345593,0.2195,269730,0.3135,84554,13,0.5128,0.79,176.93,0.0515,0.4417,0.4211,0.5108,moderate 7975,DRC,2022,remote,Health,Director,98.59,564551,0.5854,234063,0.1,23406,9,0.5482,0.6123,239.29,0.0688,0.3144,0.199,0.2943,critical 7976,DRC,2022,remote,Education,Junior,98.59,550255,0.5851,228325,0.1026,23415,10,0.5436,0.6928,120.96,0.0508,0.2669,0.1933,0.3043,critical 7977,Rwanda,2021,capital,Education,Mid_Level,13.04,364703,0.079,335887,0.4736,159061,36,0.6453,0.8743,379.59,0.0872,0.764,0.5919,0.7054,high 7978,South Africa,2020,remote,Social_Services,Mid_Level,60.06,2846877,0.2697,2079105,0.2338,486197,37,0.5605,0.9085,482.19,0.0894,0.6285,0.6464,0.5973,moderate 7979,Rwanda,2022,rural,Health,Junior,13.35,419714,0.1465,358205,0.3553,127278,44,0.6956,0.7802,464.36,0.0844,0.6203,0.6088,0.6521,high 7980,DRC,2018,rural,Justice,Mid_Level,86.92,539892,0.464,289388,0.1092,31598,9,0.5135,0.6205,118.86,0.0579,0.2693,0.2092,0.3247,critical 7981,Kenya,2020,capital,ICT,Senior,50.61,1979913,0.1166,1749138,0.4788,837522,30,0.6634,0.8142,688.26,0.0913,0.6236,0.5447,0.6545,high 7982,Ethiopia,2021,rural,Finance,Junior,117.0,1273225,0.3977,766854,0.142,108892,10,0.5786,0.5929,144.68,0.0544,0.325,0.1738,0.3499,critical 7983,Rwanda,2018,capital,Social_Services,Mid_Level,12.14,397892,0.0986,358674,0.5703,204555,42,0.5819,0.8173,483.37,0.0746,0.7103,0.667,0.7333,high 7984,Ghana,2020,remote,Education,Mid_Level,31.29,784646,0.3449,513999,0.2242,115221,21,0.6181,0.7055,322.69,0.0669,0.4384,0.4565,0.4676,low 7985,South Africa,2022,capital,Health,Junior,61.02,3323976,0.1757,2740056,0.6143,1683138,36,0.557,0.9257,557.22,0.0739,0.7864,0.7604,0.7432,high 7986,Mozambique,2021,capital,Health,Director,30.47,261449,0.2914,185254,0.2036,37719,9,0.6023,0.6771,217.27,0.0682,0.3334,0.1657,0.402,low 7987,Rwanda,2020,remote,Finance,Junior,12.73,333094,0.145,284786,0.2352,66986,52,0.7168,0.8086,373.42,0.0707,0.7141,0.5251,0.6478,moderate 7988,Rwanda,2019,rural,Health,Mid_Level,12.43,409969,0.1518,347721,0.3554,123576,38,0.564,0.8582,587.74,0.0891,0.6081,0.5226,0.6377,moderate 7989,Ghana,2018,remote,Health,Junior,30.01,757684,0.3538,489578,0.1996,97739,22,0.6668,0.776,183.59,0.0611,0.4407,0.4519,0.4721,low 7990,DRC,2023,rural,Social_Services,Junior,101.74,627736,0.4339,355384,0.108,38397,5,0.5964,0.6003,139.87,0.0647,0.3192,0.1921,0.3222,critical 7991,Botswana,2021,urban,Health,Junior,2.49,109161,0.1252,95496,0.4715,45022,46,0.6076,0.818,428.86,0.0815,0.7436,0.5844,0.7071,high 7992,Uganda,2019,capital,Health,Senior,41.86,370404,0.2732,269199,0.3014,81149,16,0.544,0.7801,483.19,0.0552,0.4453,0.406,0.4992,low 7993,Ghana,2019,remote,Justice,Mid_Level,30.64,807104,0.2801,580998,0.2237,129945,22,0.6423,0.6881,267.66,0.0622,0.4305,0.3608,0.4732,low 7994,Uganda,2022,capital,Education,Junior,46.01,325545,0.2215,253425,0.2715,68804,17,0.5363,0.8049,280.18,0.0716,0.5648,0.447,0.5269,moderate 7995,Tanzania,2024,rural,Health,Executive,67.0,1073688,0.282,770870,0.2,154184,13,0.5848,0.7523,1101.65,0.0674,0.4382,0.4574,0.4644,low 7996,Rwanda,2018,remote,Security,Mid_Level,12.14,360282,0.1455,307869,0.243,74814,38,0.676,0.8856,634.1,0.0885,0.7989,0.5792,0.64,moderate 7997,South Africa,2023,capital,Health,Mid_Level,61.51,3265714,0.1788,2681872,0.5593,1499981,37,0.6751,0.7814,623.33,0.0735,0.6393,0.6376,0.6825,high 7998,Ghana,2022,rural,Security,Junior,32.62,847483,0.2141,666029,0.3026,201519,24,0.5382,0.7074,303.53,0.0714,0.5528,0.4136,0.5349,moderate 7999,Nigeria,2018,capital,Infrastructure,Mid_Level,198.33,4457377,0.1862,3627606,0.3432,1244929,18,0.5782,0.7423,294.72,0.0575,0.5675,0.3608,0.5384,moderate 8000,Senegal,2022,urban,Health,Executive,17.07,398839,0.1595,335228,0.3168,106199,26,0.5785,0.7219,709.96,0.0694,0.4926,0.4269,0.5545,moderate 8001,Senegal,2021,remote,Health,Senior,16.62,379388,0.3038,264135,0.1885,49787,17,0.5713,0.7875,356.5,0.0674,0.5532,0.4498,0.4821,low 8002,South Africa,2021,urban,Finance,Junior,60.54,2921762,0.1586,2458455,0.4938,1214051,42,0.765,0.8809,458.92,0.0686,0.7745,0.6038,0.7088,high 8003,Rwanda,2025,capital,Infrastructure,Mid_Level,14.34,388537,0.0815,356886,0.4774,170369,64,0.7372,0.8215,460.74,0.0959,0.6141,0.5244,0.7461,high 8004,DRC,2022,rural,Health,Junior,98.59,610497,0.5526,273136,0.1138,31092,7,0.4601,0.6985,91.61,0.0567,0.2702,0.19,0.3086,critical 8005,Rwanda,2025,rural,Education,Director,14.34,438692,0.1485,373538,0.3214,120073,40,0.72,0.9157,1023.28,0.0652,0.7106,0.763,0.6779,high 8006,Kenya,2020,urban,Health,Senior,50.61,1811230,0.1385,1560394,0.4384,684034,39,0.6088,0.9133,826.15,0.0812,0.7963,0.6774,0.7068,high 8007,Botswana,2025,capital,Health,Junior,2.64,130820,0.1167,115559,0.6614,76430,36,0.6561,0.7852,612.41,0.0911,0.7618,0.5815,0.7283,high 8008,Botswana,2021,rural,Security,Junior,2.49,122200,0.1601,102639,0.3391,34801,43,0.5823,0.7771,466.21,0.0902,0.6087,0.6299,0.6427,moderate 8009,Botswana,2022,rural,Agriculture,Mid_Level,2.52,111923,0.1711,92770,0.394,36546,57,0.7212,0.7943,473.55,0.0848,0.6581,0.7241,0.7056,high 8010,Kenya,2025,urban,Administration,Junior,56.15,1896954,0.1127,1683166,0.4513,759693,39,0.585,0.7715,639.76,0.0914,0.6348,0.6287,0.6742,high 8011,Botswana,2018,urban,Education,Mid_Level,2.38,95842,0.1508,81387,0.4664,37959,51,0.6637,0.9158,366.45,0.0903,0.6469,0.7451,0.733,high 8012,Ghana,2022,capital,Health,Mid_Level,32.62,815064,0.1847,664525,0.4088,271662,31,0.5801,0.7229,251.12,0.0537,0.473,0.366,0.5759,moderate 8013,Kenya,2025,rural,Health,Junior,56.15,2146370,0.1843,1750717,0.2917,510600,34,0.7242,0.892,544.24,0.0884,0.7942,0.6738,0.6424,moderate 8014,Ghana,2023,urban,Justice,Mid_Level,33.3,817961,0.2124,644189,0.3623,233370,31,0.5678,0.796,255.48,0.0619,0.4612,0.3944,0.5699,moderate 8015,South Africa,2021,rural,Security,Mid_Level,60.54,3533596,0.2472,2660048,0.412,1095851,33,0.6049,0.871,622.36,0.0864,0.7142,0.5959,0.6353,moderate 8016,South Africa,2023,rural,Social_Services,Junior,61.51,2889686,0.1946,2327369,0.3932,915176,30,0.631,0.8382,442.14,0.0903,0.6149,0.6682,0.6287,moderate 8017,Rwanda,2020,capital,Justice,Junior,12.73,355421,0.1064,317588,0.4538,144134,63,0.694,0.8451,442.56,0.084,0.7863,0.5979,0.7595,high 8018,Botswana,2020,urban,Education,Junior,2.45,119770,0.1379,103250,0.5644,58274,48,0.7723,0.8642,533.12,0.0897,0.7766,0.7378,0.7577,high 8019,Nigeria,2023,capital,Finance,Mid_Level,224.39,4696844,0.2167,3679072,0.367,1350218,14,0.4975,0.6819,311.9,0.051,0.4882,0.3405,0.5077,moderate 8020,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,855701,0.1283,745914,0.4755,354682,22,0.5014,0.7767,296.12,0.0591,0.5445,0.3242,0.5952,moderate 8021,South Africa,2019,urban,Finance,Mid_Level,59.58,3124968,0.2036,2488678,0.471,1172087,29,0.6664,0.8517,457.03,0.0879,0.6028,0.7285,0.6502,high 8022,South Africa,2018,capital,Infrastructure,Junior,59.11,3182311,0.1254,2783145,0.4736,1318132,28,0.5583,0.8816,400.21,0.0665,0.8015,0.7709,0.6965,high 8023,Mozambique,2019,capital,Social_Services,Mid_Level,28.88,247237,0.2841,176984,0.2352,41621,8,0.5077,0.6324,89.36,0.0598,0.2685,0.1612,0.3956,low 8024,South Africa,2018,urban,Social_Services,Junior,59.11,2828283,0.1755,2331909,0.4776,1113771,36,0.6355,0.8551,589.63,0.0897,0.7266,0.5643,0.6729,high 8025,Uganda,2019,rural,Infrastructure,Junior,41.86,348803,0.3567,224396,0.1891,42431,17,0.5989,0.756,317.66,0.0638,0.5717,0.4033,0.4615,low 8026,Uganda,2022,urban,Health,Director,46.01,376623,0.2505,282281,0.2394,67576,11,0.6209,0.7306,746.56,0.053,0.4389,0.4519,0.4734,low 8027,DRC,2023,remote,Justice,Mid_Level,101.74,641241,0.6,256496,0.1024,26269,7,0.58,0.6229,126.08,0.0629,0.2552,0.2128,0.2833,critical 8028,Tanzania,2022,urban,Security,Mid_Level,63.15,1184961,0.193,956225,0.2772,265057,20,0.6604,0.7912,217.65,0.057,0.5055,0.4667,0.5369,moderate 8029,Botswana,2024,capital,Education,Senior,2.6,123886,0.1257,108310,0.4984,53985,49,0.778,0.8574,865.68,0.0676,0.7671,0.5338,0.7244,high 8030,Senegal,2022,capital,ICT,Mid_Level,17.07,431409,0.1584,363069,0.3825,138858,27,0.5643,0.8214,197.45,0.0602,0.556,0.4189,0.5942,moderate 8031,Rwanda,2024,urban,Infrastructure,Senior,14.0,403897,0.1165,356855,0.4008,143028,43,0.7619,0.8396,814.79,0.0683,0.6009,0.6228,0.6769,high 8032,Rwanda,2019,urban,Education,Mid_Level,12.43,400332,0.103,359107,0.4778,171589,37,0.5969,0.9046,590.96,0.0725,0.7955,0.76,0.7274,high 8033,South Africa,2024,capital,Education,Mid_Level,62.0,3036744,0.1585,2555487,0.529,1351967,37,0.6917,0.8586,409.22,0.0729,0.7322,0.5253,0.6897,high 8034,South Africa,2025,urban,Social_Services,Senior,62.5,3505768,0.1951,2821809,0.4482,1264831,45,0.6645,0.8952,919.95,0.0745,0.672,0.6803,0.6953,high 8035,DRC,2020,rural,Education,Mid_Level,92.57,636303,0.4936,322234,0.1215,39164,8,0.5486,0.6559,105.35,0.0551,0.3354,0.1799,0.3269,critical 8036,Mozambique,2019,capital,Justice,Mid_Level,28.88,256828,0.2699,187519,0.2153,40366,11,0.5284,0.7066,91.52,0.0532,0.2581,0.2354,0.4192,low 8037,Uganda,2019,capital,Administration,Director,41.86,361721,0.2535,270019,0.2786,75220,13,0.5354,0.7594,609.93,0.068,0.4983,0.4314,0.4956,low 8038,Tanzania,2020,urban,Social_Services,Mid_Level,59.53,1061862,0.164,887734,0.3469,307940,18,0.5869,0.7301,283.04,0.0583,0.4617,0.4221,0.5386,moderate 8039,Ethiopia,2022,capital,Infrastructure,Director,119.93,1397334,0.2829,1002032,0.2174,217845,11,0.4962,0.6661,364.13,0.0592,0.2812,0.2286,0.412,low 8040,Kenya,2019,urban,Health,Junior,49.57,1513287,0.1267,1321563,0.4585,605988,38,0.7278,0.914,583.02,0.0751,0.6018,0.6314,0.6884,high 8041,Ghana,2021,capital,Health,Mid_Level,31.94,895792,0.1629,749909,0.396,296959,22,0.6692,0.8243,318.8,0.0708,0.5177,0.3797,0.5767,moderate 8042,Uganda,2019,remote,Infrastructure,Mid_Level,41.86,329483,0.3668,208624,0.1605,33486,17,0.6301,0.8079,201.5,0.0701,0.5602,0.4172,0.4598,low 8043,Botswana,2018,remote,Security,Junior,2.38,116033,0.2108,91571,0.3212,29411,35,0.6426,0.9145,542.18,0.0766,0.649,0.7097,0.6381,moderate 8044,Tanzania,2021,rural,Finance,Mid_Level,61.31,972409,0.3028,677917,0.2424,164350,23,0.6005,0.7856,190.28,0.0563,0.4548,0.3585,0.4916,low 8045,DRC,2019,urban,Education,Mid_Level,89.7,599160,0.3064,415573,0.1516,63021,8,0.4775,0.6265,106.43,0.0713,0.2892,0.2344,0.3776,low 8046,Kenya,2020,capital,Agriculture,Senior,50.61,1827721,0.1103,1626141,0.5257,854912,42,0.6621,0.9211,940.2,0.0846,0.6467,0.7234,0.734,high 8047,Kenya,2025,urban,Health,Junior,56.15,2008962,0.1343,1739076,0.5051,878367,41,0.7572,0.796,421.12,0.0646,0.7553,0.703,0.7104,high 8048,South Africa,2021,urban,Finance,Junior,60.54,3173658,0.1917,2565203,0.4845,1242817,34,0.6444,0.8064,396.77,0.0811,0.7248,0.5436,0.656,high 8049,Rwanda,2021,rural,Social_Services,Junior,13.04,413961,0.1624,346718,0.3433,119032,57,0.6496,0.8903,574.67,0.0844,0.6637,0.662,0.7038,high 8050,South Africa,2019,urban,Social_Services,Mid_Level,59.58,2940954,0.1659,2453132,0.5035,1235034,42,0.6786,0.9073,367.9,0.0834,0.6915,0.5591,0.7005,high 8051,DRC,2018,remote,Administration,Mid_Level,86.92,598995,0.5412,274796,0.1,27479,9,0.4989,0.6569,106.92,0.0562,0.3354,0.1995,0.3142,critical 8052,DRC,2018,rural,ICT,Junior,86.92,551311,0.4666,294079,0.1121,32973,10,0.4655,0.7065,90.06,0.065,0.2551,0.2304,0.3409,critical 8053,Rwanda,2023,capital,Security,Mid_Level,13.67,405051,0.1114,359934,0.5666,203950,49,0.5917,0.8866,529.97,0.0812,0.6944,0.6272,0.7515,high 8054,Kenya,2021,capital,Health,Junior,51.68,1667242,0.0984,1503159,0.5513,828656,39,0.6568,0.8161,616.27,0.0739,0.8,0.6735,0.7305,high 8055,Senegal,2020,capital,Security,Junior,16.18,339369,0.172,281002,0.3331,93595,17,0.5564,0.6858,268.83,0.0682,0.4957,0.4096,0.5262,moderate 8056,Mozambique,2022,urban,Administration,Junior,31.29,341827,0.3183,233030,0.1968,45849,14,0.4778,0.6262,150.06,0.0677,0.3406,0.2142,0.404,low 8057,Uganda,2019,remote,Finance,Executive,41.86,348636,0.5023,173508,0.139,24119,13,0.4696,0.7914,920.62,0.0496,0.4361,0.3686,0.3908,low 8058,Botswana,2025,capital,Finance,Mid_Level,2.64,111936,0.1072,99933,0.5484,54804,32,0.5422,0.8979,594.87,0.0735,0.8017,0.54,0.7092,high 8059,South Africa,2023,urban,Finance,Junior,61.51,2809626,0.1951,2261510,0.5389,1218794,29,0.6486,0.824,405.25,0.0716,0.6144,0.5586,0.6494,moderate 8060,Mozambique,2021,remote,Infrastructure,Mid_Level,30.47,332878,0.5502,149739,0.1121,16784,11,0.5004,0.6014,129.02,0.069,0.3341,0.1939,0.311,critical 8061,Botswana,2019,remote,Agriculture,Junior,2.41,96253,0.2201,75070,0.2677,20093,49,0.7495,0.8053,445.08,0.0791,0.7073,0.7043,0.6464,moderate 8062,Senegal,2018,rural,Administration,Mid_Level,15.34,317736,0.2361,242718,0.2421,58758,16,0.5191,0.7859,230.33,0.0708,0.5454,0.3479,0.4987,low 8063,Ghana,2024,remote,Social_Services,Mid_Level,34.0,767877,0.2569,570625,0.2085,118972,21,0.548,0.688,233.53,0.0547,0.5605,0.4618,0.4958,low 8064,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1339566,0.4008,802732,0.1497,120186,10,0.4878,0.6819,152.33,0.0514,0.3117,0.2194,0.3676,low 8065,Kenya,2021,rural,Education,Mid_Level,51.68,1925224,0.1964,1547135,0.3148,487044,31,0.5521,0.7891,587.57,0.0902,0.7915,0.7228,0.6269,moderate 8066,Senegal,2025,capital,Health,Mid_Level,18.49,460865,0.1654,384643,0.3291,126569,27,0.5447,0.8127,264.8,0.0612,0.471,0.4497,0.5724,moderate 8067,Tanzania,2019,rural,Security,Junior,57.79,1072503,0.2782,774129,0.2165,167625,20,0.6006,0.7709,230.79,0.0707,0.4428,0.4626,0.4908,low 8068,Senegal,2024,capital,Health,Senior,18.0,362169,0.1226,317774,0.4156,132071,23,0.6143,0.7125,478.21,0.0692,0.4384,0.4732,0.5788,moderate 8069,Mozambique,2020,remote,Finance,Junior,29.66,269378,0.4272,154293,0.1,15429,13,0.5771,0.6451,111.84,0.0606,0.2932,0.1715,0.3439,critical 8070,Rwanda,2025,urban,Education,Junior,14.34,480718,0.0946,435225,0.4813,209474,53,0.7142,0.7825,634.62,0.0665,0.7544,0.6958,0.7416,high 8071,Ghana,2020,remote,Education,Senior,31.29,872597,0.2693,637603,0.2293,146176,21,0.5459,0.794,349.74,0.0604,0.5027,0.4699,0.5088,moderate 8072,Mozambique,2024,urban,Health,Junior,33.0,323038,0.3388,213607,0.2022,43184,11,0.5679,0.6431,120.93,0.0646,0.3349,0.1975,0.3931,low 8073,Ethiopia,2020,remote,Social_Services,Senior,114.15,1240307,0.588,510997,0.1204,61512,8,0.5989,0.5917,164.02,0.0691,0.3401,0.2378,0.2996,critical 8074,South Africa,2020,rural,Education,Mid_Level,60.06,3293111,0.2541,2456346,0.3743,919363,32,0.5547,0.8393,591.05,0.0694,0.7185,0.6712,0.6249,moderate 8075,Ghana,2019,urban,Security,Director,30.64,838973,0.1958,674743,0.3923,264701,18,0.5789,0.7824,529.02,0.0533,0.5104,0.4561,0.5582,moderate 8076,Uganda,2025,capital,Health,Junior,50.57,439794,0.255,327648,0.2712,88860,10,0.5636,0.7448,193.95,0.0576,0.4591,0.4464,0.4813,low 8077,Senegal,2018,capital,Health,Junior,15.34,368021,0.1683,306083,0.3805,116471,27,0.5574,0.8047,262.37,0.0496,0.5567,0.3243,0.5794,moderate 8078,Botswana,2020,urban,Justice,Junior,2.45,102422,0.1395,88131,0.5401,47602,46,0.7044,0.7934,497.22,0.0675,0.79,0.7377,0.7369,high 8079,Ethiopia,2018,rural,Health,Director,108.65,1326096,0.3916,806776,0.1557,125644,8,0.5287,0.7121,373.66,0.0642,0.3243,0.1996,0.3702,low 8080,Nigeria,2018,capital,Justice,Mid_Level,198.33,3775029,0.2109,2978998,0.3339,994717,14,0.5851,0.7576,290.75,0.0485,0.5347,0.4565,0.5285,moderate 8081,Rwanda,2019,capital,Finance,Junior,12.43,380565,0.0786,350658,0.5336,187118,49,0.7933,0.827,639.46,0.079,0.6909,0.6903,0.7484,high 8082,DRC,2020,rural,Infrastructure,Senior,92.57,612870,0.4509,336518,0.11,37024,8,0.5457,0.7082,162.42,0.0704,0.29,0.1626,0.3363,critical 8083,Senegal,2020,rural,Education,Junior,16.18,399738,0.2078,316676,0.2414,76461,20,0.5753,0.7746,232.62,0.0491,0.4734,0.4144,0.5134,moderate 8084,Botswana,2019,rural,Education,Mid_Level,2.41,116269,0.1526,98525,0.4307,42436,50,0.7647,0.85,463.74,0.0682,0.6025,0.5445,0.6867,high 8085,Uganda,2021,rural,Administration,Executive,44.58,355949,0.3246,240420,0.1987,47771,19,0.5877,0.7834,717.44,0.0489,0.5544,0.4092,0.4799,low 8086,Botswana,2019,urban,Security,Junior,2.41,104533,0.1092,93118,0.4512,42011,41,0.5881,0.8177,385.59,0.078,0.6343,0.6075,0.6848,high 8087,Tanzania,2024,urban,Finance,Mid_Level,67.0,1190515,0.181,975081,0.3479,339186,16,0.5301,0.6777,276.65,0.0514,0.4887,0.3673,0.519,moderate 8088,South Africa,2019,urban,Security,Junior,59.58,3354429,0.1506,2849095,0.4527,1289864,51,0.6967,0.904,399.41,0.0815,0.7171,0.7056,0.7309,high 8089,Kenya,2024,capital,Security,Mid_Level,55.0,2033926,0.1066,1817075,0.5218,948186,38,0.5623,0.864,358.68,0.0653,0.6184,0.7053,0.7108,high 8090,South Africa,2021,rural,ICT,Director,60.54,3498074,0.2096,2764709,0.3894,1076694,36,0.5821,0.8893,1500.19,0.0879,0.6734,0.7027,0.6559,high 8091,Ethiopia,2019,rural,Health,Junior,111.37,1145391,0.499,573868,0.1369,78548,9,0.5782,0.6562,90.7,0.0506,0.2685,0.1763,0.3249,critical 8092,Senegal,2024,rural,Education,Junior,18.0,410429,0.2476,308815,0.2525,77966,24,0.659,0.7281,245.36,0.0654,0.5479,0.3765,0.5129,moderate 8093,South Africa,2024,rural,Health,Mid_Level,62.0,3748712,0.2099,2961905,0.3573,1058182,35,0.6802,0.7717,620.25,0.0819,0.6767,0.5855,0.6163,moderate 8094,Ethiopia,2022,urban,Administration,Mid_Level,119.93,1364738,0.3764,851076,0.2479,210954,8,0.4785,0.6535,127.4,0.0575,0.3025,0.1858,0.3847,low 8095,Kenya,2022,rural,Health,Mid_Level,52.76,1629201,0.1842,1329096,0.2966,394217,43,0.7547,0.8228,489.89,0.0735,0.6213,0.5811,0.6293,moderate 8096,Kenya,2025,urban,Social_Services,Junior,56.15,2105796,0.1292,1833739,0.4396,806143,42,0.5786,0.8495,591.09,0.0682,0.7337,0.7597,0.7094,high 8097,DRC,2020,capital,ICT,Junior,92.57,584621,0.3428,384198,0.1985,76276,8,0.5073,0.6037,133.12,0.0632,0.2784,0.1797,0.3703,low 8098,Mozambique,2024,remote,Administration,Senior,33.0,293982,0.5283,138669,0.1093,15158,12,0.485,0.6042,151.5,0.0509,0.2908,0.2377,0.3187,critical 8099,Botswana,2025,rural,Agriculture,Mid_Level,2.64,135982,0.1727,112501,0.3268,36767,47,0.5859,0.9021,598.11,0.0806,0.6329,0.6457,0.6692,high 8100,Tanzania,2024,rural,Education,Junior,67.0,1300802,0.2652,955877,0.2075,198373,20,0.57,0.7994,232.28,0.0698,0.5373,0.4626,0.5055,moderate 8101,Mozambique,2023,remote,Administration,Junior,32.13,368047,0.4503,202314,0.113,22853,12,0.5539,0.6312,107.47,0.0565,0.3156,0.2312,0.345,critical 8102,Rwanda,2021,rural,Health,Senior,13.04,352618,0.1594,296402,0.3395,100616,36,0.6914,0.9263,883.87,0.0728,0.769,0.7708,0.6779,high 8103,South Africa,2022,rural,Security,Junior,61.02,2856986,0.2244,2215784,0.3387,750458,51,0.6206,0.9239,544.1,0.0922,0.6051,0.6034,0.6655,high 8104,Ghana,2020,remote,ICT,Mid_Level,31.29,795654,0.2574,590884,0.2222,131268,27,0.691,0.7062,284.27,0.0537,0.5726,0.4708,0.519,moderate 8105,Uganda,2020,urban,Infrastructure,Junior,43.2,324772,0.289,230921,0.2685,62005,16,0.6105,0.7181,287.87,0.0661,0.4552,0.3238,0.4705,low 8106,Ghana,2024,rural,Health,Junior,34.0,817637,0.2813,587606,0.2414,141860,32,0.5853,0.7403,175.44,0.0511,0.4564,0.4771,0.5244,moderate 8107,Rwanda,2025,capital,Administration,Junior,14.34,419674,0.0968,379060,0.4513,171062,53,0.7088,0.9341,422.71,0.0944,0.677,0.7652,0.7555,high 8108,Uganda,2022,urban,Health,Mid_Level,46.01,330935,0.2973,232544,0.2849,66257,18,0.5666,0.7669,239.4,0.0611,0.4846,0.436,0.499,low 8109,Botswana,2022,capital,Administration,Junior,2.52,119179,0.109,106186,0.6584,69916,48,0.6687,0.8583,637.94,0.0858,0.6808,0.6154,0.7657,high 8110,Rwanda,2019,urban,ICT,Mid_Level,12.43,394223,0.1105,350645,0.5066,177646,64,0.8504,0.796,570.45,0.0812,0.7193,0.6621,0.7666,high 8111,Tanzania,2025,urban,Health,Senior,69.01,1185046,0.1626,992379,0.3009,298581,21,0.5856,0.6827,475.63,0.0675,0.4658,0.435,0.5296,moderate 8112,South Africa,2025,capital,Administration,Junior,62.5,3052317,0.1491,2597231,0.4611,1197601,39,0.6189,0.7763,495.19,0.0807,0.7674,0.7791,0.6966,high 8113,Kenya,2025,capital,Social_Services,Mid_Level,56.15,2155369,0.1084,1921782,0.5133,986457,38,0.6528,0.9066,433.27,0.0768,0.6791,0.6683,0.717,high 8114,Ghana,2018,urban,Health,Junior,30.01,810161,0.1676,674376,0.3473,234223,29,0.5543,0.7326,286.6,0.0715,0.5314,0.43,0.5735,moderate 8115,South Africa,2019,rural,ICT,Junior,59.58,3020961,0.204,2404609,0.3194,768081,35,0.6574,0.8277,559.65,0.0833,0.6197,0.5631,0.6088,moderate 8116,South Africa,2019,urban,ICT,Mid_Level,59.58,3441164,0.1729,2846319,0.4946,1407665,47,0.6368,0.7903,381.76,0.0838,0.6412,0.5453,0.6851,high 8117,Rwanda,2025,capital,Security,Senior,14.34,439333,0.1135,389458,0.5614,218632,60,0.8247,0.8771,572.11,0.0733,0.7671,0.6731,0.7876,high 8118,Uganda,2019,remote,Security,Junior,41.86,361601,0.3872,221603,0.1445,32028,15,0.5466,0.8123,197.79,0.0614,0.4608,0.3609,0.4309,low 8119,Nigeria,2025,rural,Education,Mid_Level,235.75,5227201,0.3193,3558232,0.2059,732671,19,0.6071,0.786,324.45,0.0502,0.5352,0.4117,0.4817,low 8120,Uganda,2018,capital,Social_Services,Junior,40.56,338224,0.2298,260501,0.3386,88207,15,0.6113,0.7186,191.78,0.0669,0.5622,0.381,0.5168,moderate 8121,Rwanda,2024,capital,Education,Junior,14.0,374948,0.1022,336618,0.515,173374,63,0.7359,0.87,610.83,0.073,0.7654,0.6962,0.7874,high 8122,Ghana,2025,rural,Agriculture,Senior,34.71,851601,0.2117,671299,0.2549,171108,23,0.5905,0.8094,458.09,0.0593,0.4351,0.4133,0.5246,moderate 8123,Mozambique,2023,rural,Education,Mid_Level,32.13,360911,0.3895,220349,0.1506,33180,8,0.5284,0.6514,96.98,0.0701,0.2716,0.2177,0.3569,low 8124,Uganda,2023,rural,Health,Mid_Level,47.48,399965,0.4266,229325,0.207,47465,12,0.6112,0.7703,322.81,0.0627,0.5691,0.3701,0.4345,low 8125,Botswana,2022,urban,Health,Senior,2.52,126815,0.1037,113660,0.5599,63633,45,0.6259,0.8879,765.49,0.0645,0.6973,0.6271,0.7422,high 8126,Nigeria,2023,urban,Security,Junior,224.39,5125186,0.1983,4108720,0.355,1458764,18,0.5601,0.8207,260.0,0.0664,0.5442,0.4449,0.5562,moderate 8127,Senegal,2018,urban,Administration,Mid_Level,15.34,313420,0.1574,264088,0.3313,87492,19,0.5662,0.7066,269.54,0.0564,0.4277,0.3516,0.5249,moderate 8128,Ethiopia,2025,remote,Infrastructure,Senior,129.15,1463264,0.4948,739284,0.1208,89270,8,0.5829,0.646,136.56,0.0536,0.306,0.2083,0.3248,critical 8129,Mozambique,2024,urban,Security,Junior,33.0,341131,0.2749,247339,0.2147,53109,14,0.5963,0.6664,93.19,0.0636,0.3037,0.1623,0.4165,low 8130,Kenya,2018,urban,Infrastructure,Director,48.55,1544638,0.1107,1373698,0.4711,647121,39,0.7112,0.8954,1328.53,0.0801,0.6212,0.7426,0.7083,high 8131,DRC,2023,remote,ICT,Executive,101.74,565769,0.6,226307,0.1,22630,9,0.6112,0.633,474.33,0.0515,0.2557,0.2267,0.2907,critical 8132,Tanzania,2025,capital,Health,Junior,69.01,1177042,0.206,934537,0.3289,307364,19,0.5396,0.6839,241.92,0.0591,0.4893,0.3569,0.5154,moderate 8133,Rwanda,2021,capital,Social_Services,Mid_Level,13.04,431976,0.1091,384862,0.5323,204866,47,0.6259,0.8409,521.89,0.0781,0.7573,0.7536,0.7505,high 8134,Kenya,2025,urban,Administration,Mid_Level,56.15,1875474,0.1536,1587457,0.4651,738325,33,0.5976,0.7856,428.13,0.0662,0.6788,0.6171,0.6578,high 8135,Tanzania,2021,rural,Security,Mid_Level,61.31,1208909,0.2383,920850,0.1918,176603,15,0.4857,0.7846,240.58,0.0598,0.4281,0.3571,0.4721,low 8136,Ethiopia,2020,rural,Finance,Junior,114.15,1251216,0.3918,761021,0.152,115681,9,0.5992,0.6989,153.96,0.0695,0.3066,0.1948,0.3675,low 8137,Senegal,2019,rural,Security,Junior,15.76,397858,0.1753,328115,0.2692,88315,18,0.6293,0.7697,286.63,0.0543,0.5122,0.4225,0.5274,moderate 8138,Rwanda,2023,rural,Education,Mid_Level,13.67,457883,0.1711,379561,0.3223,122323,47,0.6523,0.8973,480.91,0.0655,0.7501,0.7496,0.6899,high 8139,Tanzania,2023,capital,Health,Junior,65.05,1138862,0.2015,909374,0.3624,329536,17,0.5878,0.7963,287.64,0.0656,0.4398,0.4384,0.54,moderate 8140,South Africa,2025,capital,Education,Director,62.5,3196853,0.1443,2735661,0.5552,1518945,40,0.7249,0.7698,1391.32,0.0768,0.6905,0.6482,0.7021,high 8141,Ghana,2024,rural,Education,Junior,34.0,936644,0.23,721226,0.2994,215955,26,0.5654,0.7031,278.34,0.0605,0.5363,0.4359,0.5351,moderate 8142,Kenya,2020,remote,Administration,Junior,50.61,1693071,0.2193,1321759,0.214,282903,37,0.7319,0.798,564.2,0.0834,0.6305,0.6505,0.589,moderate 8143,Tanzania,2025,urban,ICT,Mid_Level,69.01,1396303,0.234,1069546,0.2951,315580,20,0.6071,0.7603,210.05,0.0618,0.4403,0.4381,0.5172,moderate 8144,Uganda,2025,urban,Finance,Junior,50.57,393175,0.2559,292552,0.3146,92028,10,0.5692,0.7904,199.22,0.0607,0.474,0.3539,0.491,low 8145,Mozambique,2021,capital,Justice,Junior,30.47,328681,0.2129,258721,0.2123,54924,10,0.5624,0.7104,98.61,0.0636,0.2994,0.2224,0.4336,low 8146,Rwanda,2022,urban,Social_Services,Director,13.35,454591,0.0911,413192,0.519,214447,54,0.8099,0.8862,1022.78,0.0878,0.625,0.6445,0.7519,high 8147,Uganda,2019,rural,Education,Executive,41.86,356518,0.4241,205310,0.229,47016,18,0.5984,0.7661,1013.59,0.0544,0.5393,0.3677,0.4518,low 8148,Rwanda,2020,rural,Infrastructure,Senior,12.73,370947,0.1506,315092,0.3114,98123,56,0.7239,0.7684,879.16,0.0693,0.6478,0.7206,0.6823,high 8149,DRC,2019,urban,Education,Junior,89.7,502802,0.3267,338519,0.1851,62649,8,0.4741,0.6921,119.4,0.0628,0.2811,0.2049,0.387,low 8150,Rwanda,2023,urban,Social_Services,Senior,13.67,440325,0.0931,399345,0.4427,176799,35,0.6199,0.8318,603.43,0.0825,0.655,0.7762,0.6928,high 8151,Ghana,2020,urban,Health,Mid_Level,31.29,804737,0.1629,673613,0.3637,244965,20,0.5264,0.7131,306.27,0.0484,0.4446,0.3418,0.5358,moderate 8152,Nigeria,2023,remote,Education,Junior,224.39,4041712,0.3336,2693458,0.1782,479924,24,0.6506,0.7668,258.06,0.0636,0.4864,0.3813,0.4729,low 8153,Ghana,2022,capital,Administration,Mid_Level,32.62,831552,0.1551,702618,0.467,328097,18,0.5774,0.7235,208.76,0.0678,0.5379,0.4286,0.5782,moderate 8154,Ethiopia,2019,rural,Education,Mid_Level,111.37,1348440,0.3838,830911,0.1557,129395,9,0.538,0.6909,119.1,0.0706,0.2953,0.2251,0.3712,low 8155,Uganda,2021,rural,Education,Director,44.58,350056,0.3233,236866,0.2044,48405,16,0.6061,0.6912,492.12,0.0544,0.5044,0.3828,0.4526,low 8156,DRC,2025,remote,Health,Junior,108.36,707222,0.6,282888,0.1,28288,9,0.5854,0.6407,108.03,0.0703,0.3298,0.167,0.2933,critical 8157,Uganda,2020,capital,Education,Mid_Level,43.2,320036,0.2031,255022,0.2686,68501,11,0.5134,0.7664,175.85,0.067,0.4307,0.4616,0.4981,low 8158,Nigeria,2025,urban,Finance,Junior,235.75,4598643,0.2028,3665915,0.3416,1252448,23,0.5418,0.7469,298.83,0.0573,0.4849,0.4216,0.5449,moderate 8159,Mozambique,2021,rural,Social_Services,Junior,30.47,331703,0.3483,216177,0.1453,31412,14,0.6235,0.6604,91.51,0.0628,0.3171,0.2269,0.3877,low 8160,Mozambique,2018,rural,Finance,Senior,28.12,261053,0.4535,142672,0.1449,20667,10,0.4965,0.6591,157.71,0.0554,0.3332,0.1801,0.348,critical 8161,Kenya,2018,capital,Social_Services,Mid_Level,48.55,1895885,0.1436,1623651,0.5168,839134,33,0.6169,0.7991,568.25,0.0643,0.8021,0.7767,0.7036,high 8162,South Africa,2023,urban,Education,Mid_Level,61.51,3191254,0.1388,2748385,0.5319,1461799,30,0.5584,0.8317,592.69,0.0953,0.7313,0.7009,0.6913,high 8163,Tanzania,2020,capital,Education,Director,59.53,1003200,0.2079,794585,0.3568,283476,13,0.5974,0.7392,467.26,0.0705,0.5557,0.4598,0.5321,moderate 8164,Ghana,2024,rural,Security,Mid_Level,34.0,843192,0.2559,627391,0.2578,161732,17,0.5981,0.7677,243.43,0.0704,0.5263,0.3525,0.496,low 8165,Nigeria,2018,urban,Finance,Junior,198.33,3663287,0.2691,2677508,0.2918,781358,25,0.5358,0.7782,262.71,0.0484,0.5126,0.4018,0.5264,moderate 8166,South Africa,2024,urban,Finance,Junior,62.0,2829313,0.1621,2370575,0.4726,1120239,44,0.6438,0.7657,494.55,0.0813,0.7089,0.5572,0.6791,high 8167,Ghana,2021,capital,Security,Mid_Level,31.94,834238,0.1464,712087,0.3948,281161,19,0.5804,0.6968,277.05,0.0523,0.5653,0.3215,0.5528,moderate 8168,Rwanda,2018,capital,Agriculture,Junior,12.14,398913,0.0919,362243,0.5042,182637,41,0.7549,0.9099,370.19,0.0753,0.6044,0.6994,0.7224,high 8169,Rwanda,2018,capital,Finance,Junior,12.14,366410,0.0943,331873,0.4884,162070,60,0.6852,0.8742,420.3,0.0757,0.7105,0.6658,0.7673,high 8170,South Africa,2022,rural,Infrastructure,Mid_Level,61.02,3412388,0.2364,2605687,0.4056,1056887,49,0.7664,0.9243,383.48,0.0689,0.6532,0.7226,0.691,high 8171,South Africa,2024,urban,Finance,Junior,62.0,3280066,0.1395,2822372,0.4731,1335316,49,0.6717,0.8358,539.85,0.0923,0.7885,0.5878,0.7189,high 8172,Kenya,2018,rural,Education,Junior,48.55,1884329,0.1987,1509910,0.2789,421075,40,0.6983,0.7927,491.69,0.08,0.6563,0.6643,0.621,moderate 8173,Tanzania,2024,urban,Finance,Mid_Level,67.0,1311219,0.1613,1099751,0.301,331026,16,0.6128,0.8192,241.32,0.0485,0.4841,0.4236,0.5386,moderate 8174,Rwanda,2022,urban,Justice,Mid_Level,13.35,429233,0.0882,391359,0.406,158888,48,0.7708,0.9316,534.25,0.0883,0.6719,0.7235,0.7287,high 8175,Tanzania,2024,urban,Education,Senior,67.0,1032891,0.2064,819744,0.3367,276021,22,0.6159,0.7084,456.38,0.0608,0.5589,0.3221,0.5319,moderate 8176,South Africa,2023,urban,Health,Senior,61.51,3108461,0.1434,2662716,0.5561,1480840,46,0.6086,0.8768,634.4,0.0743,0.6708,0.6816,0.735,high 8177,Uganda,2023,remote,Administration,Senior,47.48,424215,0.4239,244398,0.1474,36028,12,0.5584,0.7344,481.05,0.049,0.4978,0.4515,0.416,low 8178,Ghana,2023,remote,ICT,Senior,33.3,812614,0.2628,599036,0.1975,118286,17,0.4874,0.7737,460.38,0.0565,0.5053,0.4775,0.4905,low 8179,Uganda,2024,remote,Education,Mid_Level,49.0,386192,0.369,243678,0.16,38991,12,0.5669,0.739,195.45,0.0625,0.5421,0.366,0.4294,low 8180,Ethiopia,2022,rural,Infrastructure,Senior,119.93,1566589,0.3705,986124,0.149,146908,11,0.5064,0.6813,187.01,0.0493,0.2613,0.163,0.3667,low 8181,DRC,2021,rural,Justice,Senior,95.53,650928,0.4799,338530,0.1289,43622,8,0.5003,0.641,214.08,0.0563,0.2698,0.1729,0.3227,critical 8182,Botswana,2023,urban,Health,Mid_Level,2.56,124976,0.1394,107548,0.5122,55081,51,0.7474,0.9148,539.5,0.0778,0.6481,0.7526,0.748,high 8183,Botswana,2022,rural,Education,Mid_Level,2.52,103955,0.1668,86613,0.3386,29325,45,0.6656,0.8775,414.28,0.0864,0.7899,0.6973,0.6858,high 8184,Mozambique,2022,rural,Security,Executive,31.29,329603,0.3267,221925,0.1245,27632,9,0.4562,0.6827,449.3,0.0536,0.3111,0.2311,0.3786,low 8185,Kenya,2018,capital,Education,Junior,48.55,1507009,0.1118,1338549,0.4811,644001,30,0.7044,0.7864,586.91,0.0833,0.6038,0.5527,0.6509,high 8186,DRC,2021,rural,Administration,Junior,95.53,602847,0.4612,324830,0.1344,43670,8,0.5469,0.697,103.12,0.0624,0.275,0.2271,0.3431,critical 8187,Kenya,2025,urban,Administration,Executive,56.15,1793389,0.1409,1540746,0.4094,630795,29,0.5989,0.8235,1963.76,0.0677,0.6798,0.5337,0.6345,moderate 8188,Nigeria,2023,urban,Education,Junior,224.39,4104224,0.2113,3236866,0.2842,919835,21,0.5924,0.7282,218.44,0.0673,0.4553,0.3222,0.5077,moderate 8189,Uganda,2019,urban,Administration,Mid_Level,41.86,291844,0.2999,204323,0.2553,52161,14,0.5779,0.7504,225.33,0.05,0.4365,0.441,0.4742,low 8190,Tanzania,2019,remote,Health,Junior,57.79,1050191,0.326,707797,0.1761,124662,21,0.6091,0.706,190.46,0.0696,0.4901,0.4322,0.4632,low 8191,Nigeria,2023,urban,Education,Mid_Level,224.39,4013595,0.24,3050482,0.3498,1066990,19,0.6169,0.7172,297.62,0.0524,0.5096,0.4342,0.5269,moderate 8192,Mozambique,2022,capital,Education,Junior,31.29,277449,0.2805,199623,0.2356,47029,11,0.5914,0.6476,86.7,0.0686,0.3176,0.1656,0.4117,low 8193,Nigeria,2024,remote,Agriculture,Mid_Level,230.0,4921247,0.354,3178940,0.169,537258,16,0.4817,0.7098,243.4,0.0594,0.5702,0.4324,0.4505,low 8194,Senegal,2022,capital,Education,Junior,17.07,342337,0.1335,296638,0.3993,118446,22,0.5621,0.7976,272.9,0.053,0.4743,0.4135,0.5799,moderate 8195,Nigeria,2024,capital,Justice,Junior,230.0,4691499,0.1822,3836789,0.3138,1203825,14,0.5589,0.8,279.89,0.0708,0.5029,0.3985,0.528,moderate 8196,Rwanda,2018,rural,Security,Junior,12.14,320878,0.1423,275219,0.2901,79852,64,0.833,0.8979,517.2,0.0664,0.757,0.5434,0.7117,high 8197,Ghana,2023,rural,Education,Junior,33.3,824273,0.2754,597305,0.2563,153096,19,0.6571,0.7011,213.29,0.0687,0.5026,0.4156,0.4897,low 8198,Botswana,2023,capital,Health,Junior,2.56,132018,0.0988,118980,0.6595,78468,42,0.6381,0.7833,368.35,0.0661,0.7609,0.7548,0.7643,high 8199,Tanzania,2023,rural,Education,Junior,65.05,1143220,0.2508,856460,0.1942,166323,14,0.4848,0.7559,289.3,0.0602,0.5113,0.4574,0.4811,low 8200,Uganda,2023,rural,Agriculture,Junior,47.48,328774,0.4249,189080,0.2029,38372,11,0.4804,0.7809,185.82,0.0493,0.5199,0.424,0.4335,low 8201,Ghana,2022,rural,Social_Services,Junior,32.62,729919,0.269,533566,0.2663,142090,19,0.6239,0.7695,299.79,0.0596,0.5061,0.4058,0.5035,moderate 8202,Rwanda,2025,urban,Health,Junior,14.34,387973,0.0874,354061,0.3982,140978,38,0.7198,0.8053,607.97,0.069,0.7907,0.7553,0.6981,high 8203,Uganda,2025,rural,Education,Mid_Level,50.57,371692,0.3041,258661,0.2215,57299,11,0.5073,0.805,297.19,0.0629,0.4779,0.3283,0.4582,low 8204,Nigeria,2024,capital,Finance,Executive,230.0,4759328,0.1626,3985318,0.3068,1222644,23,0.5759,0.7209,1008.6,0.0561,0.538,0.4291,0.5484,moderate 8205,DRC,2020,remote,ICT,Mid_Level,92.57,517250,0.6,206900,0.1,20690,9,0.5919,0.6846,140.82,0.0568,0.2872,0.2011,0.299,critical 8206,Nigeria,2024,urban,Agriculture,Junior,230.0,4147221,0.2606,3066480,0.3057,937293,20,0.6631,0.7516,237.57,0.0549,0.4687,0.4529,0.5162,moderate 8207,Uganda,2021,urban,Justice,Mid_Level,44.58,362679,0.2485,272541,0.2364,64430,14,0.5806,0.7218,254.25,0.0654,0.458,0.3702,0.4731,low 8208,Rwanda,2024,urban,Justice,Senior,14.0,367526,0.1155,325069,0.4393,142789,60,0.6689,0.9153,577.56,0.0907,0.6523,0.5355,0.737,high 8209,Ethiopia,2019,urban,Education,Junior,111.37,1256051,0.367,795060,0.2352,186984,8,0.5009,0.6892,84.32,0.0658,0.3007,0.2295,0.3934,low 8210,Ghana,2025,capital,Education,Junior,34.71,957522,0.1711,793722,0.4672,370792,22,0.5246,0.7769,212.92,0.0681,0.5359,0.3863,0.5878,moderate 8211,Tanzania,2019,urban,Infrastructure,Mid_Level,57.79,1068364,0.2331,819316,0.348,285152,18,0.534,0.6948,182.65,0.0521,0.5006,0.3331,0.5113,moderate 8212,Ethiopia,2018,rural,Education,Junior,108.65,1213871,0.4121,713578,0.1752,125013,11,0.4638,0.6194,128.88,0.0599,0.3418,0.1896,0.3643,low 8213,DRC,2022,urban,Infrastructure,Junior,98.59,590519,0.338,390915,0.1505,58845,7,0.5664,0.7148,145.6,0.0714,0.2815,0.2157,0.3776,low 8214,Kenya,2024,capital,Security,Junior,55.0,2183282,0.1415,1874357,0.4305,806945,39,0.7497,0.7775,586.67,0.0801,0.6658,0.6116,0.6641,high 8215,Kenya,2020,capital,Health,Mid_Level,50.61,1770348,0.13,1540131,0.4655,716970,43,0.7189,0.8744,493.96,0.0689,0.6058,0.7034,0.7035,high 8216,Kenya,2018,capital,Education,Director,48.55,1794864,0.1297,1562042,0.5176,808531,41,0.7626,0.7794,955.38,0.0951,0.6937,0.7539,0.7111,high 8217,Ethiopia,2022,rural,Infrastructure,Director,119.93,1272078,0.3504,826305,0.1784,147418,8,0.5965,0.5853,383.53,0.0514,0.27,0.1768,0.3595,low 8218,Nigeria,2024,urban,Finance,Junior,230.0,4436124,0.2164,3475966,0.3563,1238654,20,0.6301,0.7607,183.15,0.0688,0.4567,0.3622,0.531,moderate 8219,South Africa,2021,rural,Education,Junior,60.54,3519938,0.2315,2704972,0.3242,877025,48,0.7715,0.8463,604.57,0.0761,0.7815,0.6024,0.6585,high 8220,Uganda,2025,rural,Social_Services,Director,50.57,431235,0.3145,295629,0.223,65927,15,0.6243,0.7141,504.2,0.0484,0.5089,0.3331,0.456,low 8221,Uganda,2022,urban,ICT,Junior,46.01,362520,0.3203,246393,0.3028,74615,12,0.6208,0.7978,182.53,0.0507,0.5437,0.4601,0.4957,low 8222,Mozambique,2025,rural,Agriculture,Mid_Level,33.89,325712,0.4576,176673,0.1537,27160,10,0.5941,0.6209,151.76,0.0637,0.2848,0.1985,0.3405,critical 8223,Rwanda,2021,rural,Finance,Senior,13.04,393778,0.1689,327261,0.3519,115157,47,0.6804,0.8812,889.74,0.0736,0.6345,0.5889,0.6678,high 8224,DRC,2021,capital,ICT,Junior,95.53,657041,0.3526,425376,0.1603,68195,6,0.519,0.6769,128.09,0.0625,0.3187,0.1894,0.3693,low 8225,Uganda,2022,remote,Health,Mid_Level,46.01,346913,0.5206,166323,0.168,27938,10,0.6167,0.6763,245.0,0.0519,0.511,0.3947,0.3789,low 8226,DRC,2021,remote,Infrastructure,Junior,95.53,600849,0.5959,242793,0.1,24279,6,0.5693,0.7061,121.54,0.0644,0.2663,0.1961,0.2932,critical 8227,Rwanda,2021,capital,Health,Mid_Level,13.04,375806,0.0914,341447,0.5725,195480,40,0.7194,0.9178,571.9,0.0749,0.6722,0.5557,0.7307,high 8228,Rwanda,2018,capital,Education,Junior,12.14,395872,0.0981,357050,0.4523,161488,36,0.7362,0.8709,352.2,0.0726,0.7336,0.7452,0.7071,high 8229,Ghana,2025,rural,Health,Junior,34.71,781458,0.2233,606923,0.3103,188319,30,0.5936,0.7213,246.66,0.0549,0.5654,0.3864,0.5501,moderate 8230,Tanzania,2025,capital,Education,Mid_Level,69.01,1354576,0.1658,1129968,0.324,366135,20,0.5265,0.6813,196.21,0.0655,0.5326,0.3419,0.5292,moderate 8231,Kenya,2019,rural,Justice,Junior,49.57,1757979,0.2096,1389473,0.2952,410227,30,0.6467,0.8324,447.15,0.0884,0.5961,0.6333,0.5942,moderate 8232,Uganda,2020,remote,Infrastructure,Senior,43.2,372593,0.5121,181794,0.1328,24137,18,0.5603,0.7034,365.26,0.0671,0.5106,0.4194,0.3987,low 8233,Uganda,2020,remote,Agriculture,Mid_Level,43.2,377549,0.4518,206968,0.1433,29648,19,0.5341,0.7088,277.79,0.0576,0.4462,0.3479,0.4061,low 8234,Nigeria,2022,remote,ICT,Senior,218.92,3983147,0.4017,2383009,0.1637,390187,15,0.5044,0.699,276.84,0.0573,0.4702,0.4668,0.4265,low 8235,DRC,2024,urban,Infrastructure,Mid_Level,105.0,611165,0.3502,397163,0.1443,57306,8,0.5333,0.6482,150.77,0.0685,0.2895,0.2014,0.3649,low 8236,Uganda,2021,rural,Administration,Mid_Level,44.58,404201,0.4089,238923,0.188,44908,14,0.545,0.6901,218.12,0.0588,0.5503,0.4674,0.4351,low 8237,Uganda,2021,capital,Administration,Mid_Level,44.58,395939,0.2011,316321,0.3286,103945,10,0.6018,0.8196,271.77,0.0607,0.516,0.442,0.5256,moderate 8238,South Africa,2024,capital,Education,Junior,62.0,3246545,0.1395,2793537,0.519,1449719,51,0.7247,0.8498,495.4,0.0783,0.5963,0.5548,0.7149,high 8239,Ethiopia,2023,remote,Infrastructure,Director,122.93,1316572,0.4209,762383,0.1219,92918,8,0.4949,0.646,245.16,0.0507,0.2588,0.1981,0.3378,critical 8240,Botswana,2025,rural,Agriculture,Junior,2.64,122780,0.1765,101111,0.335,33870,50,0.7034,0.9338,392.71,0.0677,0.7358,0.6787,0.6961,high 8241,Mozambique,2020,rural,ICT,Junior,29.66,306691,0.3242,207271,0.1566,32460,12,0.4909,0.6243,141.93,0.0582,0.3407,0.2003,0.3859,low 8242,Uganda,2022,capital,Administration,Senior,46.01,325866,0.2079,258109,0.3021,77963,17,0.6092,0.6864,417.8,0.0713,0.5156,0.4085,0.5114,moderate 8243,Ethiopia,2023,rural,Education,Mid_Level,122.93,1578039,0.4349,891808,0.1588,141659,11,0.6027,0.5856,147.58,0.0605,0.2912,0.2164,0.3471,critical 8244,Nigeria,2025,urban,Social_Services,Director,235.75,4297082,0.2585,3186179,0.3725,1187010,21,0.5308,0.6887,663.43,0.0528,0.4541,0.3999,0.5197,moderate 8245,Senegal,2021,urban,Security,Junior,16.62,368465,0.1386,317382,0.3928,124664,16,0.616,0.6961,275.32,0.049,0.4276,0.3504,0.5358,moderate 8246,Nigeria,2022,capital,Education,Director,218.92,4473056,0.1906,3620532,0.3118,1128994,14,0.567,0.8246,488.53,0.0536,0.5697,0.474,0.5434,moderate 8247,Uganda,2022,rural,Agriculture,Junior,46.01,350106,0.2891,248907,0.1873,46630,14,0.4794,0.7235,214.34,0.0693,0.4379,0.3686,0.4487,low 8248,Kenya,2024,urban,Education,Mid_Level,55.0,1901336,0.1089,1694222,0.446,755600,25,0.5307,0.888,564.18,0.0765,0.6428,0.5275,0.647,moderate 8249,Ethiopia,2023,rural,Justice,Junior,122.93,1276393,0.3701,803955,0.1742,140081,7,0.5443,0.6684,140.18,0.0481,0.3118,0.234,0.3734,low 8250,Rwanda,2021,rural,Education,Junior,13.04,373072,0.1552,315157,0.2949,92939,47,0.597,0.9137,619.91,0.0776,0.673,0.7304,0.6798,high 8251,Mozambique,2025,rural,Administration,Mid_Level,33.89,302957,0.4602,163545,0.1611,26341,14,0.6225,0.5853,155.63,0.0585,0.2577,0.2117,0.345,critical 8252,Tanzania,2018,urban,Education,Senior,56.11,1064673,0.2346,814852,0.264,215097,21,0.5267,0.7227,454.9,0.0493,0.5737,0.4231,0.5179,moderate 8253,Senegal,2021,remote,Agriculture,Junior,16.62,382122,0.2248,296231,0.2152,63746,23,0.618,0.7429,296.87,0.0664,0.5119,0.3988,0.5076,moderate 8254,Tanzania,2021,remote,Administration,Mid_Level,61.31,1263112,0.3908,769439,0.1729,132998,17,0.5716,0.7382,300.06,0.065,0.5145,0.4496,0.4451,low 8255,Nigeria,2022,remote,Health,Mid_Level,218.92,4724126,0.4248,2717307,0.1783,484520,17,0.5208,0.7308,312.0,0.0612,0.5342,0.3884,0.4328,low 8256,DRC,2023,remote,Agriculture,Director,101.74,669114,0.5372,309686,0.1,30968,9,0.4954,0.6151,279.59,0.0642,0.2809,0.2179,0.3054,critical 8257,South Africa,2019,remote,Education,Junior,59.58,2956539,0.3247,1996687,0.2376,474381,38,0.7083,0.7711,507.09,0.0646,0.7046,0.7215,0.5815,moderate 8258,DRC,2023,capital,Education,Junior,101.74,595294,0.3245,402104,0.1695,68154,8,0.4573,0.5996,90.23,0.0623,0.2584,0.18,0.365,low 8259,DRC,2025,urban,Education,Mid_Level,108.36,553837,0.3089,382758,0.1803,69015,6,0.4689,0.596,116.2,0.0696,0.279,0.2026,0.3704,low 8260,Nigeria,2024,capital,Security,Junior,230.0,4256655,0.2214,3314211,0.3258,1079804,25,0.5893,0.7241,238.03,0.05,0.4434,0.3804,0.5296,moderate 8261,Nigeria,2024,capital,Health,Junior,230.0,4540524,0.1935,3662059,0.3732,1366635,17,0.5129,0.7717,277.0,0.0619,0.5194,0.3827,0.5434,moderate 8262,Senegal,2019,remote,Health,Senior,15.76,343290,0.2726,249702,0.1778,44400,26,0.6627,0.7769,329.71,0.0554,0.5291,0.3235,0.4931,low 8263,Tanzania,2025,capital,Finance,Senior,69.01,1275595,0.1721,1056077,0.3218,339823,14,0.6009,0.7793,449.73,0.0664,0.4436,0.3222,0.5159,moderate 8264,Nigeria,2019,capital,Administration,Junior,203.29,4607329,0.1704,3822355,0.3778,1443973,15,0.594,0.6777,187.81,0.0543,0.5093,0.4014,0.5321,moderate 8265,Tanzania,2023,rural,Health,Mid_Level,65.05,1089144,0.2637,801923,0.1958,156983,17,0.5438,0.8131,188.4,0.0504,0.4931,0.4723,0.494,low 8266,Botswana,2024,urban,Security,Junior,2.6,133942,0.1099,119221,0.4749,56619,31,0.5854,0.7762,628.97,0.0754,0.7063,0.5865,0.6645,high 8267,Nigeria,2019,capital,Finance,Junior,203.29,4133142,0.2326,3171731,0.4111,1303891,25,0.5645,0.6841,254.55,0.0632,0.4432,0.4341,0.5475,moderate 8268,Kenya,2018,capital,Administration,Senior,48.55,1844195,0.1389,1588071,0.4557,723675,37,0.6815,0.8756,615.73,0.0658,0.6716,0.7576,0.696,high 8269,Ghana,2023,urban,Education,Mid_Level,33.3,945314,0.1651,789236,0.3759,296653,32,0.6362,0.7498,273.83,0.0662,0.4817,0.4543,0.5888,moderate 8270,Tanzania,2019,capital,Infrastructure,Mid_Level,57.79,980625,0.1608,822913,0.3329,273919,17,0.6174,0.7703,300.62,0.0645,0.459,0.4527,0.5422,moderate 8271,Botswana,2019,urban,Education,Mid_Level,2.41,104873,0.1269,91562,0.5278,48328,42,0.7249,0.8985,476.12,0.0913,0.6716,0.67,0.7242,high 8272,Kenya,2018,rural,Health,Mid_Level,48.55,1924950,0.1685,1600530,0.2923,467829,35,0.7073,0.9162,417.69,0.0951,0.7179,0.6871,0.6464,moderate 8273,Mozambique,2019,urban,Health,Mid_Level,28.88,276172,0.3008,193106,0.2142,41369,12,0.4931,0.6013,115.99,0.0584,0.2848,0.1646,0.3935,low 8274,DRC,2019,rural,Administration,Junior,89.7,463468,0.4158,270758,0.1234,33402,6,0.4682,0.6945,125.9,0.0705,0.3232,0.1849,0.3469,critical 8275,Ghana,2022,urban,Health,Junior,32.62,930168,0.2014,742812,0.3282,243759,22,0.621,0.7768,211.5,0.0577,0.5353,0.4721,0.5539,moderate 8276,Botswana,2020,capital,Security,Junior,2.45,112642,0.1028,101067,0.5923,59862,35,0.5553,0.9113,359.06,0.0766,0.6817,0.642,0.729,high 8277,Ethiopia,2025,urban,Security,Mid_Level,129.15,1620863,0.3749,1013246,0.2472,250443,12,0.5974,0.6678,128.69,0.0621,0.2738,0.2242,0.398,low 8278,Rwanda,2023,rural,Security,Mid_Level,13.67,368658,0.1666,307228,0.3056,93883,53,0.712,0.8016,623.2,0.0766,0.767,0.6245,0.6766,high 8279,Ethiopia,2025,capital,Administration,Director,129.15,1710630,0.288,1217923,0.2751,335011,8,0.5621,0.6589,240.43,0.062,0.2906,0.1709,0.4118,low 8280,Senegal,2020,capital,ICT,Junior,16.18,351542,0.117,310427,0.3767,116943,24,0.6117,0.7537,194.89,0.0598,0.4515,0.4043,0.5736,moderate 8281,Mozambique,2020,rural,Health,Junior,29.66,305080,0.3431,200419,0.1443,28917,14,0.4727,0.6775,127.73,0.071,0.3431,0.2252,0.3938,low 8282,Ghana,2024,rural,Finance,Mid_Level,34.0,764051,0.2585,566567,0.2871,162647,20,0.5496,0.7041,198.02,0.0574,0.5626,0.3509,0.5041,moderate 8283,Uganda,2018,remote,Finance,Junior,40.56,336507,0.5216,160968,0.1641,26421,12,0.5644,0.7389,270.22,0.0509,0.5505,0.4501,0.4015,low 8284,Tanzania,2022,capital,Administration,Mid_Level,63.15,1069768,0.1855,871318,0.3325,289699,19,0.5892,0.7073,244.05,0.0609,0.4955,0.4067,0.5306,moderate 8285,Mozambique,2018,remote,Education,Mid_Level,28.12,288360,0.5593,127092,0.1193,15163,13,0.5628,0.6519,109.02,0.0563,0.2699,0.1882,0.3161,critical 8286,South Africa,2024,urban,Finance,Senior,62.0,3450097,0.1658,2878051,0.4447,1279923,51,0.6471,0.8915,534.45,0.089,0.7442,0.6861,0.724,high 8287,South Africa,2019,rural,Education,Junior,59.58,2819683,0.2328,2163308,0.3903,844421,32,0.6261,0.917,568.03,0.0719,0.6797,0.5485,0.6298,moderate 8288,Kenya,2018,rural,Health,Mid_Level,48.55,1891308,0.1504,1606861,0.2929,470646,25,0.6222,0.8105,525.38,0.0883,0.6722,0.5612,0.593,moderate 8289,Kenya,2018,urban,Health,Mid_Level,48.55,1474222,0.1232,1292582,0.4799,620289,41,0.6211,0.8477,533.79,0.0823,0.7808,0.6581,0.7127,high 8290,Tanzania,2022,rural,Education,Senior,63.15,1022317,0.2862,729700,0.2011,146747,15,0.6097,0.7707,403.34,0.0567,0.567,0.3717,0.4757,low 8291,Ethiopia,2019,urban,Health,Executive,111.37,1506736,0.3494,980298,0.2352,230547,7,0.5097,0.623,360.84,0.0682,0.3387,0.2149,0.3878,low 8292,Rwanda,2019,rural,Security,Junior,12.43,394462,0.12,347116,0.3205,111242,36,0.6942,0.8633,485.66,0.0896,0.7618,0.6755,0.6633,high 8293,Botswana,2018,remote,Administration,Mid_Level,2.38,118921,0.1973,95455,0.2614,24950,40,0.7188,0.7724,621.59,0.0926,0.6175,0.6211,0.6057,moderate 8294,Tanzania,2024,remote,Social_Services,Junior,67.0,1135631,0.3119,781466,0.1564,122237,17,0.5799,0.7696,194.37,0.0507,0.5362,0.4742,0.4701,low 8295,Nigeria,2021,rural,Health,Junior,213.58,4820398,0.3425,3169570,0.2362,748767,25,0.6555,0.7462,207.94,0.0576,0.5089,0.3477,0.4835,low 8296,Rwanda,2019,urban,Education,Junior,12.43,419209,0.1151,370951,0.4831,179222,59,0.747,0.8496,417.57,0.096,0.7467,0.6973,0.7614,high 8297,DRC,2020,capital,Security,Junior,92.57,574265,0.2711,418608,0.1988,83225,9,0.5817,0.6834,100.44,0.0485,0.3085,0.2033,0.4081,low 8298,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3481644,0.196,2799167,0.4466,1250200,41,0.669,0.8668,403.57,0.0701,0.6614,0.6445,0.6758,high 8299,South Africa,2020,urban,Health,Mid_Level,60.06,2887178,0.193,2329858,0.4996,1163887,35,0.6056,0.8022,472.72,0.0915,0.6925,0.6843,0.6721,high 8300,Senegal,2024,rural,Health,Junior,18.0,358490,0.2033,285608,0.265,75697,17,0.5527,0.7746,244.47,0.0638,0.5739,0.367,0.5182,moderate 8301,Tanzania,2024,urban,Administration,Senior,67.0,1288398,0.2047,1024640,0.2968,304128,16,0.61,0.7284,471.94,0.0481,0.5473,0.4417,0.5212,moderate 8302,Botswana,2022,rural,Health,Mid_Level,2.52,96873,0.1505,82295,0.4155,34193,41,0.6402,0.8382,556.44,0.0841,0.7723,0.6842,0.6901,high 8303,Ethiopia,2025,remote,Health,Junior,129.15,1339807,0.5843,557002,0.1154,64302,11,0.5787,0.6946,119.45,0.0676,0.3386,0.2232,0.3207,critical 8304,Ghana,2019,capital,Infrastructure,Mid_Level,30.64,807862,0.1464,689582,0.4481,309004,29,0.6615,0.7672,292.18,0.0681,0.4364,0.3962,0.5963,moderate 8305,DRC,2019,remote,Education,Junior,89.7,568289,0.5599,250086,0.1,25008,8,0.4768,0.605,104.25,0.057,0.344,0.1683,0.297,critical 8306,Senegal,2018,rural,Security,Junior,15.34,349622,0.2469,263313,0.2214,58307,24,0.6755,0.8054,216.67,0.0638,0.4618,0.4512,0.5158,moderate 8307,Ghana,2022,rural,Education,Senior,32.62,730482,0.2608,539982,0.2978,160789,19,0.5588,0.7954,441.42,0.0701,0.566,0.4666,0.5293,moderate 8308,Uganda,2023,capital,Health,Mid_Level,47.48,326068,0.2068,258623,0.3138,81162,15,0.5848,0.7796,306.84,0.0597,0.478,0.4311,0.5221,moderate 8309,Ghana,2021,capital,Education,Mid_Level,31.94,851867,0.1619,713959,0.3699,264105,27,0.5906,0.7092,231.05,0.0644,0.5101,0.3676,0.5637,moderate 8310,Ethiopia,2024,remote,Health,Senior,126.0,1542868,0.4336,873829,0.1187,103748,7,0.6021,0.6787,221.35,0.0604,0.3372,0.1775,0.342,critical 8311,DRC,2023,capital,Administration,Junior,101.74,624326,0.3275,419874,0.1621,68056,8,0.5189,0.5905,137.04,0.056,0.2695,0.1669,0.3609,low 8312,Botswana,2023,urban,ICT,Director,2.56,104671,0.1058,93594,0.528,49422,36,0.6353,0.7859,1208.53,0.0678,0.8026,0.5558,0.6993,high 8313,South Africa,2019,capital,Education,Junior,59.58,3106982,0.1467,2651169,0.5811,1540626,44,0.7588,0.9233,433.77,0.0713,0.7661,0.6101,0.7447,high 8314,Ghana,2024,remote,Finance,Senior,34.0,825861,0.3004,577762,0.2282,131874,30,0.5285,0.6846,422.18,0.0575,0.5199,0.3776,0.4994,low 8315,Senegal,2025,rural,Finance,Senior,18.49,354836,0.2323,272413,0.2363,64371,18,0.5657,0.8015,357.44,0.049,0.4976,0.3812,0.5041,moderate 8316,Nigeria,2022,urban,Education,Director,218.92,4550053,0.2433,3442931,0.3048,1049404,19,0.533,0.7575,477.59,0.0706,0.4454,0.3704,0.5081,moderate 8317,Botswana,2019,capital,Health,Director,2.41,103572,0.1141,91754,0.5915,54272,36,0.7365,0.9164,1028.16,0.0943,0.7953,0.6742,0.7438,high 8318,Botswana,2018,capital,Infrastructure,Mid_Level,2.38,119505,0.122,104929,0.5581,58560,51,0.7524,0.8283,505.66,0.084,0.6454,0.5857,0.7339,high 8319,Botswana,2021,rural,Security,Junior,2.49,96482,0.1973,77443,0.3634,28144,45,0.586,0.8327,428.23,0.0949,0.6674,0.564,0.6521,high 8320,Rwanda,2023,urban,Justice,Junior,13.67,395381,0.0872,360887,0.3983,143743,44,0.6009,0.856,644.45,0.0929,0.699,0.6343,0.6995,high 8321,Kenya,2025,urban,Justice,Mid_Level,56.15,1802298,0.1266,1574126,0.4979,783759,35,0.6105,0.7666,467.03,0.0736,0.6825,0.6464,0.6782,high 8322,Ethiopia,2023,remote,Agriculture,Senior,122.93,1688978,0.4288,964708,0.1041,100383,12,0.4773,0.6097,141.73,0.0614,0.3012,0.169,0.3373,critical 8323,Uganda,2022,capital,Social_Services,Junior,46.01,337436,0.2581,250329,0.3037,76021,16,0.5058,0.7283,224.71,0.0713,0.5398,0.4728,0.5119,moderate 8324,Uganda,2022,rural,Education,Junior,46.01,373312,0.3921,226942,0.2089,47412,18,0.5491,0.7015,197.15,0.0489,0.5078,0.3726,0.4425,low 8325,Nigeria,2021,urban,Infrastructure,Junior,213.58,4624130,0.2163,3623756,0.3776,1368167,19,0.5361,0.7951,226.39,0.0591,0.4658,0.448,0.5484,moderate 8326,Ghana,2022,urban,Security,Junior,32.62,787587,0.1671,656012,0.4173,273738,28,0.6581,0.6839,272.13,0.0536,0.5695,0.4062,0.5827,moderate 8327,DRC,2025,rural,Education,Director,108.36,645423,0.3851,396894,0.1158,45945,10,0.4638,0.6062,233.08,0.0627,0.3275,0.1606,0.3474,critical 8328,Rwanda,2024,capital,Education,Mid_Level,14.0,474313,0.1138,420321,0.4643,195166,64,0.8266,0.8487,539.23,0.0839,0.7817,0.6233,0.7654,high 8329,Ghana,2024,rural,Health,Mid_Level,34.0,934709,0.2851,668226,0.245,163690,32,0.6986,0.7775,230.91,0.0694,0.4656,0.3373,0.5169,moderate 8330,Ghana,2018,urban,Agriculture,Junior,30.01,649154,0.1461,554325,0.4113,228007,23,0.616,0.7228,197.93,0.05,0.4252,0.3926,0.564,moderate 8331,South Africa,2018,remote,Education,Senior,59.11,2738359,0.2412,2077794,0.2697,560400,47,0.7385,0.8036,702.48,0.0831,0.6585,0.5619,0.6172,moderate 8332,Rwanda,2021,urban,Education,Junior,13.04,351945,0.1087,313705,0.5059,158717,41,0.7466,0.7853,638.75,0.0947,0.7125,0.6965,0.7105,high 8333,Tanzania,2024,capital,Education,Junior,67.0,1134694,0.1617,951252,0.3528,335622,16,0.5293,0.7843,296.0,0.0513,0.4966,0.3686,0.542,moderate 8334,Uganda,2022,urban,Agriculture,Senior,46.01,358078,0.2698,261466,0.2591,67741,11,0.5015,0.7098,372.48,0.0639,0.4867,0.3924,0.4692,low 8335,Kenya,2022,capital,Social_Services,Mid_Level,52.76,1823463,0.1225,1600020,0.4606,737005,26,0.5928,0.9019,646.47,0.0904,0.6496,0.5775,0.6575,high 8336,Mozambique,2024,rural,Security,Junior,33.0,305651,0.384,188267,0.1366,25711,11,0.6244,0.634,145.85,0.0675,0.3001,0.2357,0.3643,low 8337,DRC,2021,urban,Education,Mid_Level,95.53,536262,0.352,347485,0.1827,63473,9,0.4728,0.6829,130.1,0.0659,0.2581,0.207,0.3791,low 8338,Uganda,2018,rural,Health,Junior,40.56,291287,0.3742,182278,0.1989,36262,16,0.5427,0.7736,234.8,0.0596,0.5591,0.3673,0.4549,low 8339,Botswana,2023,capital,Justice,Junior,2.56,126748,0.0915,115150,0.5396,62133,49,0.6114,0.921,500.38,0.0775,0.713,0.7487,0.7688,high 8340,Tanzania,2020,urban,Health,Director,59.53,1228686,0.1866,999469,0.3234,323205,20,0.5544,0.8105,624.13,0.0682,0.5049,0.434,0.5497,moderate 8341,South Africa,2020,urban,Administration,Mid_Level,60.06,2998323,0.1849,2444042,0.5341,1305276,49,0.7196,0.8176,528.85,0.0748,0.6999,0.5823,0.7107,high 8342,Rwanda,2020,rural,Infrastructure,Mid_Level,12.73,405359,0.1339,351090,0.3093,108580,39,0.5903,0.8026,424.85,0.0881,0.653,0.7556,0.6526,high 8343,Kenya,2021,urban,Education,Mid_Level,51.68,1562581,0.1145,1383624,0.4267,590327,37,0.7258,0.8971,579.22,0.0828,0.6839,0.76,0.6995,high 8344,Botswana,2018,capital,Social_Services,Senior,2.38,98696,0.1112,87724,0.5402,47385,42,0.6745,0.9045,547.08,0.0862,0.6126,0.7798,0.7372,high 8345,Uganda,2021,rural,Security,Director,44.58,320840,0.3597,205431,0.1952,40105,18,0.5636,0.758,655.86,0.0524,0.5619,0.3931,0.4631,low 8346,Senegal,2021,remote,Health,Junior,16.62,342952,0.3126,235755,0.1841,43398,24,0.5742,0.8036,266.16,0.0486,0.5042,0.3396,0.4828,low 8347,DRC,2021,urban,ICT,Senior,95.53,520647,0.3971,313906,0.1473,46245,8,0.5187,0.6503,221.78,0.0588,0.2734,0.201,0.3525,low 8348,Nigeria,2022,capital,Health,Mid_Level,218.92,4126917,0.2122,3251012,0.3391,1102326,16,0.4975,0.8159,281.16,0.0503,0.4391,0.3445,0.5224,moderate 8349,Nigeria,2021,urban,Security,Mid_Level,213.58,4681376,0.2097,3699828,0.3664,1355533,21,0.5358,0.8145,299.27,0.0497,0.522,0.4017,0.5562,moderate 8350,Tanzania,2025,urban,Education,Junior,69.01,1149644,0.2144,903210,0.2947,266137,23,0.6739,0.7828,251.31,0.0584,0.4907,0.4399,0.5381,moderate 8351,Mozambique,2020,remote,Security,Mid_Level,29.66,331639,0.5495,149407,0.1123,16777,10,0.5777,0.6488,88.37,0.0606,0.282,0.1707,0.3083,critical 8352,Ethiopia,2023,capital,Finance,Junior,122.93,1356669,0.2284,1046865,0.2467,258284,11,0.5076,0.6523,102.48,0.0642,0.313,0.2039,0.4316,low 8353,Nigeria,2019,capital,Education,Senior,203.29,3812001,0.2108,3008464,0.4101,1233725,25,0.5685,0.7279,481.93,0.0617,0.5132,0.3917,0.562,moderate 8354,Kenya,2018,capital,Agriculture,Junior,48.55,1719970,0.1404,1478470,0.5416,800732,29,0.6946,0.7694,558.6,0.0719,0.6397,0.6327,0.6655,high 8355,Uganda,2019,rural,Education,Executive,41.86,357407,0.3687,225641,0.1807,40778,17,0.5833,0.7087,772.41,0.0717,0.5116,0.4156,0.4445,low 8356,Nigeria,2020,urban,Education,Junior,208.37,4417073,0.2519,3304348,0.3318,1096460,25,0.6118,0.7177,225.79,0.06,0.5486,0.4784,0.5428,moderate 8357,Ghana,2018,urban,Health,Junior,30.01,774503,0.1488,659235,0.398,262368,29,0.5313,0.7218,228.66,0.0533,0.5279,0.4161,0.5875,moderate 8358,Tanzania,2021,urban,Education,Mid_Level,61.31,1219259,0.1804,999321,0.3477,347450,14,0.4952,0.7775,229.69,0.0546,0.4991,0.457,0.5391,moderate 8359,Botswana,2024,rural,Security,Junior,2.6,110354,0.1728,91282,0.4186,38207,47,0.5935,0.88,486.61,0.0848,0.7912,0.7259,0.7126,high 8360,Tanzania,2019,urban,ICT,Junior,57.79,894612,0.1632,748638,0.333,249275,18,0.5202,0.7813,290.84,0.0654,0.4696,0.3617,0.5378,moderate 8361,Uganda,2019,urban,Health,Mid_Level,41.86,308949,0.2745,224137,0.2357,52827,12,0.4697,0.7206,226.7,0.0588,0.4522,0.4581,0.4694,low 8362,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,795473,0.2244,616990,0.3046,187948,25,0.6457,0.739,322.59,0.0577,0.5498,0.3472,0.5331,moderate 8363,Ghana,2018,rural,Infrastructure,Junior,30.01,659081,0.2386,501793,0.3013,151203,17,0.5484,0.7152,249.24,0.0716,0.4797,0.4095,0.5044,moderate 8364,Tanzania,2025,rural,Justice,Junior,69.01,1246483,0.3104,859526,0.2111,181473,15,0.4894,0.7622,251.22,0.069,0.4961,0.415,0.4681,low 8365,Botswana,2023,rural,ICT,Junior,2.56,108495,0.1828,88661,0.3893,34518,41,0.6024,0.8204,632.61,0.0818,0.754,0.5922,0.6618,high 8366,Senegal,2022,capital,Agriculture,Junior,17.07,413233,0.1226,362566,0.4194,152073,16,0.6353,0.8015,279.48,0.0641,0.4838,0.4793,0.5807,moderate 8367,Botswana,2018,capital,Security,Mid_Level,2.38,99275,0.1069,88659,0.5931,52581,42,0.5803,0.7711,483.11,0.0792,0.7354,0.7759,0.7433,high 8368,Rwanda,2018,capital,Agriculture,Junior,12.14,341939,0.0886,311643,0.4609,143641,53,0.7406,0.8852,389.79,0.0698,0.8043,0.584,0.7472,high 8369,Uganda,2022,capital,Security,Junior,46.01,356997,0.2132,280898,0.2934,82418,18,0.5306,0.7015,186.5,0.0526,0.5424,0.3535,0.5099,moderate 8370,Rwanda,2025,capital,Education,Senior,14.34,443100,0.0943,401297,0.4547,182484,56,0.7516,0.926,958.45,0.0832,0.6538,0.7533,0.7597,high 8371,Rwanda,2019,urban,Health,Mid_Level,12.43,334305,0.1292,291115,0.4162,121158,53,0.668,0.9223,623.59,0.0916,0.7223,0.6178,0.7266,high 8372,Rwanda,2023,capital,Health,Mid_Level,13.67,395877,0.11,352316,0.5367,189079,62,0.654,0.8864,510.29,0.064,0.6065,0.7746,0.7827,high 8373,Mozambique,2019,capital,Agriculture,Junior,28.88,301779,0.2428,228492,0.2323,53083,11,0.5886,0.6652,137.4,0.0696,0.3075,0.1855,0.424,low 8374,Senegal,2023,urban,Finance,Junior,17.53,395987,0.1519,335822,0.3139,105415,23,0.6683,0.6893,324.75,0.0664,0.4852,0.4388,0.5438,moderate 8375,South Africa,2025,urban,Education,Junior,62.5,3714893,0.1986,2977295,0.5209,1550967,49,0.7888,0.88,351.21,0.0742,0.6375,0.667,0.7155,high 8376,Ethiopia,2022,remote,Administration,Junior,119.93,1547632,0.5177,746497,0.1333,99472,7,0.5257,0.6309,119.83,0.066,0.3194,0.1783,0.3158,critical 8377,Mozambique,2019,rural,Justice,Executive,28.88,245539,0.3523,159047,0.1582,25159,12,0.4828,0.6134,440.94,0.072,0.3058,0.1929,0.3734,low 8378,Botswana,2023,urban,Education,Junior,2.56,116910,0.1421,100298,0.5296,53120,58,0.7621,0.8569,501.86,0.0665,0.8011,0.7444,0.775,high 8379,Uganda,2019,remote,Health,Junior,41.86,331899,0.4002,199060,0.1313,26137,12,0.5267,0.7551,312.08,0.0602,0.5747,0.4148,0.425,low 8380,Mozambique,2024,rural,Education,Executive,33.0,346513,0.4539,189216,0.15,28385,8,0.5671,0.7138,512.4,0.0637,0.2742,0.227,0.3512,low 8381,Senegal,2018,rural,Education,Junior,15.34,368662,0.2016,294323,0.248,73006,20,0.6023,0.8094,298.38,0.0644,0.5405,0.3356,0.5206,moderate 8382,Mozambique,2025,urban,Health,Director,33.89,314587,0.2473,236793,0.2271,53785,8,0.5627,0.6357,357.24,0.0496,0.2835,0.1793,0.4066,low 8383,Tanzania,2019,rural,Education,Junior,57.79,1088975,0.2191,850424,0.244,207470,16,0.5239,0.7972,211.49,0.0632,0.4541,0.4094,0.5022,moderate 8384,Rwanda,2021,rural,Education,Mid_Level,13.04,447807,0.1153,396158,0.2946,116700,52,0.6545,0.766,633.24,0.0731,0.8043,0.5745,0.6776,high 8385,Kenya,2025,capital,Agriculture,Mid_Level,56.15,2079728,0.1337,1801641,0.5327,959804,31,0.6429,0.8862,607.3,0.0647,0.6002,0.7784,0.698,high 8386,Botswana,2018,capital,Education,Junior,2.38,114794,0.1316,99686,0.5837,58188,46,0.663,0.8666,362.4,0.0812,0.7899,0.7223,0.7592,high 8387,Nigeria,2021,rural,Education,Mid_Level,213.58,3954463,0.3283,2656077,0.2211,587285,18,0.5349,0.8057,297.24,0.0651,0.4583,0.4041,0.4753,low 8388,Nigeria,2024,rural,Education,Junior,230.0,4878420,0.32,3317266,0.2081,690299,15,0.5222,0.7427,183.19,0.0582,0.5508,0.4609,0.4721,low 8389,Mozambique,2020,rural,Security,Mid_Level,29.66,325324,0.4385,182655,0.1485,27120,13,0.4718,0.6038,89.09,0.0551,0.2759,0.2328,0.3514,low 8390,Uganda,2020,capital,Education,Mid_Level,43.2,381426,0.2414,289352,0.2644,76506,13,0.6244,0.8215,257.55,0.0603,0.4525,0.3726,0.494,low 8391,South Africa,2021,urban,Finance,Junior,60.54,3481124,0.1801,2854331,0.5035,1437019,32,0.5424,0.8455,501.02,0.082,0.618,0.5218,0.6517,high 8392,Senegal,2022,remote,Education,Mid_Level,17.07,335520,0.2517,251057,0.17,42667,18,0.5994,0.7015,281.56,0.0558,0.5492,0.3838,0.4731,low 8393,Kenya,2023,urban,Finance,Junior,53.87,1743511,0.1442,1492024,0.4376,652959,43,0.7221,0.768,534.89,0.0644,0.7953,0.6489,0.6905,high 8394,Uganda,2022,urban,Education,Mid_Level,46.01,361092,0.2246,279974,0.279,78112,11,0.5718,0.731,175.33,0.0564,0.5655,0.4174,0.499,low 8395,South Africa,2022,rural,Agriculture,Mid_Level,61.02,3612419,0.1855,2942196,0.3892,1145171,49,0.5978,0.9166,360.47,0.0709,0.7866,0.5449,0.6941,high 8396,Senegal,2018,rural,ICT,Executive,15.34,289775,0.2341,221928,0.2178,48344,24,0.6685,0.7108,941.95,0.0528,0.4531,0.4663,0.5045,moderate 8397,South Africa,2019,urban,Health,Mid_Level,59.58,3443425,0.1426,2952282,0.47,1387648,30,0.631,0.9316,429.47,0.0677,0.6354,0.5339,0.6635,high 8398,Tanzania,2019,urban,Health,Junior,57.79,1050620,0.1815,859943,0.3384,291032,18,0.5666,0.8073,218.95,0.061,0.498,0.3316,0.5383,moderate 8399,Tanzania,2020,rural,ICT,Mid_Level,59.53,922780,0.2606,682327,0.2034,138799,17,0.6424,0.8106,228.13,0.0697,0.4328,0.4626,0.4893,low 8400,Senegal,2023,remote,Education,Mid_Level,17.53,426219,0.2797,306989,0.1763,54128,24,0.54,0.7075,196.81,0.0508,0.476,0.4378,0.4817,low 8401,Kenya,2023,urban,Administration,Junior,53.87,1753095,0.1487,1492403,0.4684,699095,31,0.7019,0.9035,429.75,0.0786,0.6499,0.5835,0.6663,high 8402,Mozambique,2025,rural,Health,Junior,33.89,327220,0.3607,209186,0.1635,34194,14,0.6369,0.7062,139.25,0.0622,0.2902,0.2253,0.3932,low 8403,Ethiopia,2019,rural,Education,Senior,111.37,1325778,0.4119,779716,0.1794,139896,8,0.4648,0.6487,139.26,0.0583,0.2561,0.2062,0.3554,low 8404,Tanzania,2022,capital,Finance,Junior,63.15,1252385,0.1698,1039674,0.3104,322723,14,0.6117,0.7015,309.57,0.0568,0.4809,0.4288,0.5163,moderate 8405,Rwanda,2018,urban,Security,Senior,12.14,374899,0.0899,341205,0.5154,175868,61,0.8108,0.8347,751.34,0.0746,0.6481,0.6776,0.7667,high 8406,Rwanda,2020,capital,Health,Mid_Level,12.73,393004,0.0814,361012,0.5626,203107,40,0.6426,0.9327,437.41,0.0708,0.7599,0.7272,0.7589,high 8407,Mozambique,2021,remote,Social_Services,Junior,30.47,325850,0.5284,153666,0.1193,18325,14,0.4941,0.6039,102.4,0.064,0.3262,0.2053,0.3264,critical 8408,Senegal,2020,remote,Administration,Junior,16.18,343607,0.2654,252404,0.1764,44521,23,0.5294,0.816,290.17,0.0603,0.5224,0.3437,0.4943,low 8409,Senegal,2025,rural,Agriculture,Junior,18.49,457779,0.2363,349588,0.2239,78276,23,0.5282,0.6931,252.71,0.0676,0.5166,0.3552,0.4955,low 8410,Tanzania,2019,urban,Finance,Senior,57.79,1132836,0.1897,917979,0.3331,305775,21,0.5837,0.7895,331.52,0.051,0.5404,0.4591,0.5567,moderate 8411,Tanzania,2018,rural,Infrastructure,Mid_Level,56.11,940249,0.3067,651898,0.2196,143128,13,0.4866,0.8237,286.3,0.0482,0.4879,0.4682,0.4799,low 8412,Ghana,2021,urban,Health,Senior,31.94,779152,0.2093,616097,0.3281,202167,17,0.5693,0.6941,420.8,0.0505,0.4279,0.426,0.5117,moderate 8413,Senegal,2018,urban,Agriculture,Junior,15.34,315120,0.1823,257681,0.3527,90882,23,0.5365,0.753,322.83,0.0718,0.4602,0.3463,0.5437,moderate 8414,Ethiopia,2024,rural,Health,Director,126.0,1684003,0.4234,970972,0.174,168989,8,0.5465,0.6453,359.44,0.0696,0.3242,0.1819,0.3551,low 8415,Mozambique,2018,remote,Finance,Junior,28.12,305203,0.5407,140180,0.1062,14887,14,0.5991,0.639,91.0,0.0569,0.3404,0.2047,0.3267,critical 8416,Tanzania,2021,capital,Education,Junior,61.31,1201275,0.1428,1029741,0.3749,386058,20,0.5184,0.7647,323.48,0.0714,0.5347,0.4761,0.5738,moderate 8417,Nigeria,2021,rural,Infrastructure,Senior,213.58,4032135,0.2575,2993874,0.2411,721823,18,0.6272,0.7518,281.29,0.0651,0.4487,0.386,0.4871,low 8418,Senegal,2020,urban,Administration,Mid_Level,16.18,331984,0.1697,275635,0.3749,103339,28,0.5495,0.7294,270.81,0.0665,0.5304,0.4146,0.5752,moderate 8419,Nigeria,2021,remote,Social_Services,Mid_Level,213.58,3656083,0.4361,2061790,0.1549,319329,24,0.6292,0.6846,193.91,0.0717,0.4994,0.3902,0.4314,low 8420,Tanzania,2019,capital,Health,Junior,57.79,1094347,0.1872,889473,0.3585,318874,20,0.574,0.816,182.8,0.0613,0.5524,0.3772,0.5582,moderate 8421,Nigeria,2022,rural,Social_Services,Junior,218.92,4125720,0.2414,3129626,0.2604,814989,16,0.5342,0.6813,243.98,0.0695,0.452,0.4513,0.4873,low 8422,Nigeria,2020,capital,Administration,Senior,208.37,4134668,0.2214,3219360,0.3298,1061843,17,0.6163,0.678,266.83,0.0618,0.5503,0.3551,0.5119,moderate 8423,Botswana,2018,capital,Infrastructure,Junior,2.38,120699,0.1001,108621,0.6485,70440,41,0.604,0.7915,632.51,0.0862,0.7441,0.5736,0.7401,high 8424,Kenya,2023,capital,Health,Junior,53.87,1945594,0.1389,1675359,0.5141,861326,26,0.5266,0.8132,483.18,0.0703,0.602,0.7198,0.663,high 8425,Tanzania,2024,urban,Security,Junior,67.0,1127920,0.1782,926971,0.2666,247150,20,0.5816,0.7408,186.25,0.0623,0.5045,0.4128,0.525,moderate 8426,Ethiopia,2021,urban,Health,Senior,117.0,1390928,0.2804,1000933,0.1986,198807,8,0.6039,0.6444,175.4,0.0517,0.3333,0.1921,0.3988,low 8427,Uganda,2018,capital,Education,Junior,40.56,322422,0.2449,243467,0.3305,80463,13,0.5344,0.7198,318.24,0.0697,0.4575,0.425,0.5001,moderate 8428,Ghana,2019,rural,Social_Services,Junior,30.64,874718,0.2717,637024,0.2797,178204,18,0.5541,0.7465,300.82,0.0584,0.4271,0.3783,0.4895,low 8429,Botswana,2020,rural,Education,Junior,2.45,107333,0.1751,88536,0.3583,31724,43,0.7123,0.8709,350.75,0.066,0.6945,0.5416,0.6575,high 8430,Uganda,2024,rural,Health,Mid_Level,49.0,376190,0.2934,265822,0.2218,58966,11,0.6159,0.7769,264.37,0.0629,0.5463,0.3848,0.4693,low 8431,Senegal,2018,rural,Health,Junior,15.34,317772,0.2503,238236,0.2179,51921,16,0.5807,0.709,217.24,0.0624,0.4518,0.4301,0.4765,low 8432,Senegal,2022,urban,Finance,Senior,17.07,359732,0.1589,302564,0.3263,98718,19,0.6313,0.7748,474.27,0.0487,0.5374,0.467,0.556,moderate 8433,Senegal,2022,urban,Security,Junior,17.07,329300,0.1925,265896,0.3828,101776,21,0.6543,0.7239,321.78,0.0497,0.5197,0.323,0.5429,moderate 8434,Tanzania,2023,rural,Administration,Senior,65.05,1294895,0.2949,912977,0.2091,190891,19,0.6516,0.7287,295.29,0.0662,0.5745,0.3218,0.475,low 8435,Tanzania,2021,capital,Agriculture,Junior,61.31,1167943,0.1569,984729,0.3645,358891,21,0.662,0.7819,211.72,0.0559,0.5417,0.3985,0.5657,moderate 8436,Ethiopia,2024,remote,Security,Junior,126.0,1573124,0.5479,711147,0.1072,76215,9,0.5025,0.6818,89.35,0.0505,0.3057,0.2202,0.3172,critical 8437,Uganda,2023,rural,Education,Mid_Level,47.48,406497,0.3148,278532,0.194,54030,15,0.6381,0.8129,179.32,0.0568,0.5184,0.4525,0.4763,low 8438,Uganda,2025,capital,ICT,Mid_Level,50.57,372030,0.2691,271933,0.2619,71231,16,0.646,0.8192,178.35,0.0587,0.4638,0.4513,0.5026,moderate 8439,Rwanda,2025,urban,Health,Senior,14.34,406611,0.1204,357666,0.4017,143672,44,0.7584,0.7889,932.39,0.0922,0.6398,0.6115,0.6738,high 8440,Tanzania,2019,remote,Administration,Junior,57.79,1141073,0.3726,715910,0.1599,114509,22,0.5981,0.741,200.49,0.0505,0.5748,0.3675,0.4572,low 8441,Botswana,2022,capital,Health,Junior,2.52,123174,0.1135,109191,0.6457,70509,47,0.7526,0.8904,373.35,0.0771,0.7006,0.6819,0.7724,high 8442,Mozambique,2024,rural,Agriculture,Senior,33.0,290659,0.34,191822,0.148,28387,11,0.5929,0.6446,232.96,0.0587,0.2636,0.1977,0.3723,low 8443,Uganda,2024,capital,Education,Junior,49.0,445173,0.2009,355753,0.2687,95591,14,0.6222,0.7413,299.23,0.0541,0.4515,0.4574,0.504,moderate 8444,Ethiopia,2021,remote,Social_Services,Junior,117.0,1201379,0.5872,495909,0.1147,56877,11,0.5503,0.6764,120.71,0.0581,0.2994,0.2199,0.3128,critical 8445,Ghana,2020,remote,Education,Senior,31.29,715345,0.2468,538816,0.1817,97882,23,0.6795,0.8155,428.11,0.0489,0.5745,0.4155,0.5126,moderate 8446,Uganda,2021,rural,Education,Mid_Level,44.58,312391,0.3512,202686,0.2176,44111,12,0.5058,0.7066,232.71,0.0654,0.4664,0.3907,0.4383,low 8447,DRC,2021,rural,Finance,Junior,95.53,583158,0.4441,324149,0.1317,42687,5,0.5014,0.6123,119.01,0.0546,0.2869,0.1664,0.3215,critical 8448,Botswana,2019,capital,Security,Junior,2.41,108847,0.0916,98876,0.6146,60767,47,0.7461,0.7673,554.35,0.0867,0.6726,0.7089,0.7515,high 8449,South Africa,2025,capital,Education,Junior,62.5,3593066,0.1656,2998226,0.4825,1446552,47,0.7468,0.86,628.27,0.0778,0.6846,0.645,0.7087,high 8450,Ethiopia,2022,urban,Social_Services,Junior,119.93,1232395,0.3337,821118,0.2462,202125,12,0.4785,0.6893,105.73,0.0521,0.3286,0.1698,0.4113,low 8451,South Africa,2021,capital,Agriculture,Junior,60.54,2766663,0.1691,2298751,0.5945,1366501,43,0.6485,0.9285,506.93,0.0768,0.764,0.6902,0.7485,high 8452,Mozambique,2025,remote,Justice,Mid_Level,33.89,375020,0.545,170641,0.107,18253,11,0.5705,0.6213,149.77,0.0634,0.2665,0.231,0.3109,critical 8453,DRC,2020,remote,Education,Senior,92.57,481506,0.5327,225024,0.1,22502,9,0.568,0.6083,232.29,0.0546,0.3085,0.1646,0.3029,critical 8454,Kenya,2024,rural,Infrastructure,Mid_Level,55.0,2103253,0.1547,1777905,0.3459,615027,42,0.6939,0.8087,435.34,0.0794,0.7637,0.5664,0.6571,high 8455,Ethiopia,2018,remote,Finance,Mid_Level,108.65,1342823,0.5801,563858,0.105,59220,11,0.6057,0.5932,119.07,0.0683,0.31,0.1775,0.2965,critical 8456,Tanzania,2019,urban,Agriculture,Mid_Level,57.79,1068586,0.199,855988,0.2964,253684,13,0.6133,0.6998,255.71,0.0698,0.441,0.3845,0.4944,low 8457,Uganda,2018,rural,Security,Junior,40.56,352581,0.4279,201700,0.2125,42869,19,0.5654,0.7267,204.83,0.0654,0.5689,0.3785,0.4474,low 8458,Nigeria,2020,capital,Social_Services,Junior,208.37,3596637,0.1943,2897632,0.3575,1035823,23,0.6317,0.8,285.31,0.0492,0.5445,0.4282,0.5655,moderate 8459,DRC,2022,rural,Infrastructure,Senior,98.59,553426,0.4417,308985,0.1034,31949,9,0.4956,0.7147,212.26,0.0677,0.2669,0.2088,0.3427,critical 8460,South Africa,2018,capital,ICT,Junior,59.11,3327659,0.155,2811954,0.5142,1445989,49,0.7674,0.904,638.76,0.0773,0.6698,0.7337,0.7383,high 8461,Kenya,2021,remote,Health,Mid_Level,51.68,1583001,0.2653,1163094,0.2333,271347,42,0.6612,0.8986,442.68,0.0739,0.7633,0.5297,0.6111,moderate 8462,Mozambique,2019,capital,Security,Junior,28.88,320634,0.2464,241618,0.2373,57331,10,0.5373,0.6474,135.51,0.0654,0.2868,0.213,0.4198,low 8463,South Africa,2021,rural,ICT,Junior,60.54,3292289,0.2647,2420847,0.3781,915246,29,0.5989,0.8191,621.42,0.0814,0.635,0.6479,0.602,moderate 8464,Ghana,2023,urban,Health,Junior,33.3,736704,0.2071,584096,0.3952,230857,18,0.598,0.7414,210.32,0.0527,0.4252,0.3749,0.5332,moderate 8465,Mozambique,2025,urban,Security,Junior,33.89,344725,0.3161,235747,0.2195,51740,10,0.4975,0.6341,95.41,0.0608,0.2632,0.2029,0.3926,low 8466,Uganda,2021,remote,Justice,Junior,44.58,403583,0.5065,199162,0.1619,32251,13,0.5769,0.759,182.8,0.0665,0.573,0.3667,0.4042,low 8467,Senegal,2022,rural,Administration,Junior,17.07,387412,0.2326,297296,0.2617,77813,20,0.5841,0.7286,314.04,0.067,0.5159,0.3799,0.5061,moderate 8468,Uganda,2019,urban,Finance,Junior,41.86,312146,0.2455,235514,0.2787,65639,17,0.531,0.8001,265.74,0.0583,0.5348,0.3544,0.5097,moderate 8469,South Africa,2022,rural,ICT,Mid_Level,61.02,3331904,0.2428,2522987,0.3187,804008,50,0.742,0.8378,375.25,0.079,0.74,0.6063,0.6543,high 8470,Ethiopia,2022,urban,Health,Senior,119.93,1312782,0.3316,877454,0.2298,201595,12,0.5284,0.6204,135.82,0.067,0.3379,0.1919,0.4006,low 8471,Uganda,2020,urban,Administration,Junior,43.2,369617,0.2831,264993,0.2741,72631,13,0.5897,0.7406,195.19,0.0587,0.5595,0.3986,0.4872,low 8472,Ethiopia,2024,urban,Health,Mid_Level,126.0,1297210,0.279,935255,0.1992,186281,8,0.4901,0.6969,111.32,0.067,0.2598,0.1681,0.3974,low 8473,Senegal,2019,urban,Health,Junior,15.76,362632,0.1936,292421,0.3618,105805,23,0.5113,0.781,283.05,0.0579,0.5423,0.4034,0.5613,moderate 8474,Ethiopia,2018,capital,Health,Junior,108.65,1416714,0.3295,949848,0.209,198502,11,0.5584,0.5979,112.06,0.0622,0.2636,0.1754,0.3809,low 8475,Uganda,2020,capital,Security,Junior,43.2,301159,0.2016,240450,0.2753,66194,13,0.5721,0.8069,316.84,0.0645,0.5149,0.3251,0.506,moderate 8476,Tanzania,2018,capital,Health,Mid_Level,56.11,998427,0.2109,787887,0.3788,298420,14,0.6269,0.8013,283.49,0.0596,0.5652,0.3508,0.5388,moderate 8477,Ethiopia,2018,rural,Infrastructure,Mid_Level,108.65,1259263,0.5034,625360,0.1558,97439,8,0.5222,0.6623,87.25,0.057,0.2856,0.2063,0.3316,critical 8478,Tanzania,2022,urban,Justice,Mid_Level,63.15,1288974,0.214,1013155,0.3442,348678,16,0.6364,0.7848,222.67,0.0622,0.5652,0.4394,0.5407,moderate 8479,Nigeria,2023,rural,Education,Executive,224.39,3831472,0.3522,2481979,0.2399,595476,25,0.5325,0.8088,1082.69,0.0707,0.4266,0.4167,0.4901,low 8480,DRC,2023,rural,Administration,Junior,101.74,613341,0.5159,296948,0.1179,35024,7,0.525,0.6616,143.47,0.0558,0.2957,0.176,0.3144,critical 8481,DRC,2022,rural,Agriculture,Junior,98.59,601504,0.5315,281778,0.1096,30884,6,0.5612,0.6969,140.68,0.0565,0.2937,0.2015,0.3136,critical 8482,Ghana,2021,capital,Education,Senior,31.94,739957,0.1783,608036,0.4638,282036,27,0.6205,0.7597,345.32,0.0607,0.4692,0.4282,0.5926,moderate 8483,Rwanda,2022,rural,Justice,Mid_Level,13.35,359256,0.1458,306874,0.3585,110004,51,0.5997,0.8287,566.25,0.0672,0.7177,0.5577,0.6825,high 8484,Rwanda,2023,urban,Administration,Junior,13.67,390325,0.1028,350197,0.4734,165769,63,0.8123,0.8997,419.11,0.0702,0.6806,0.599,0.7631,high 8485,DRC,2024,rural,Justice,Junior,105.0,704096,0.482,364745,0.1377,50220,7,0.4864,0.6065,129.62,0.0671,0.3377,0.1736,0.3235,critical 8486,Uganda,2019,urban,Education,Senior,41.86,317446,0.261,234589,0.2345,55019,10,0.5532,0.8037,363.37,0.0694,0.4317,0.4628,0.4784,low 8487,Ghana,2022,urban,Health,Junior,32.62,895556,0.2149,703120,0.3355,235885,19,0.5533,0.8217,194.74,0.0705,0.4704,0.395,0.5374,moderate 8488,Nigeria,2020,rural,Health,Senior,208.37,4160653,0.2543,3102408,0.2229,691615,15,0.571,0.8142,317.74,0.0703,0.463,0.3459,0.4827,low 8489,Senegal,2024,urban,Education,Mid_Level,18.0,391047,0.134,338644,0.3693,125065,24,0.5959,0.7588,178.55,0.0546,0.4541,0.4503,0.5731,moderate 8490,Nigeria,2019,rural,Agriculture,Junior,203.29,4363574,0.294,3080872,0.2568,791245,23,0.5522,0.7985,248.08,0.0653,0.5695,0.3518,0.5101,moderate 8491,Senegal,2023,remote,Health,Junior,17.53,352072,0.2903,249855,0.1653,41290,28,0.5558,0.7886,321.52,0.0576,0.5149,0.4569,0.5042,moderate 8492,Mozambique,2019,rural,Administration,Junior,28.88,296189,0.4464,163957,0.1654,27120,12,0.5469,0.6141,111.55,0.0658,0.3077,0.2271,0.3553,low 8493,Nigeria,2021,rural,Education,Junior,213.58,3793247,0.3344,2524778,0.2751,694541,25,0.6595,0.8101,276.91,0.0588,0.5536,0.3383,0.5084,moderate 8494,Botswana,2019,urban,Security,Mid_Level,2.41,111811,0.1297,97304,0.517,50310,43,0.625,0.89,366.7,0.0959,0.6644,0.6441,0.7187,high 8495,Ethiopia,2022,urban,Agriculture,Director,119.93,1320699,0.3774,822265,0.2194,180392,7,0.4819,0.6544,261.64,0.0632,0.3302,0.1752,0.3767,low 8496,Botswana,2025,capital,Administration,Mid_Level,2.64,108973,0.0998,98099,0.5095,49985,55,0.6738,0.8347,379.65,0.0688,0.6633,0.6847,0.7499,high 8497,Rwanda,2023,capital,Administration,Junior,13.67,439780,0.0814,403995,0.5098,205976,61,0.7482,0.8429,505.24,0.0742,0.6282,0.6742,0.7663,high 8498,Tanzania,2022,capital,Finance,Junior,63.15,1225659,0.1861,997513,0.3747,373775,20,0.6085,0.769,251.25,0.0684,0.4909,0.4096,0.5525,moderate 8499,Ethiopia,2024,remote,Finance,Senior,126.0,1537901,0.5051,761163,0.1366,104009,11,0.5175,0.6295,226.13,0.056,0.3058,0.1819,0.3286,critical 8500,Senegal,2023,urban,Finance,Senior,17.53,352121,0.185,286993,0.3064,87947,17,0.5772,0.7461,361.66,0.0716,0.4649,0.4218,0.5234,moderate 8501,Tanzania,2022,capital,Agriculture,Executive,63.15,1024444,0.1534,867272,0.3136,271979,18,0.5672,0.7895,1251.54,0.0649,0.5088,0.3389,0.5382,moderate 8502,South Africa,2019,rural,Agriculture,Junior,59.58,3278307,0.2215,2552138,0.396,1010602,37,0.6488,0.8706,537.03,0.0944,0.6934,0.7343,0.6595,high 8503,Rwanda,2024,rural,Health,Mid_Level,14.0,450398,0.141,386900,0.3424,132458,63,0.7886,0.9146,512.92,0.067,0.738,0.653,0.7341,high 8504,Rwanda,2023,rural,Security,Senior,13.67,460903,0.1541,389871,0.3345,130429,53,0.7413,0.8081,773.59,0.0907,0.6303,0.5591,0.6678,high 8505,Uganda,2024,remote,Agriculture,Junior,49.0,420297,0.5085,206567,0.1334,27559,14,0.6009,0.7645,304.97,0.0532,0.5669,0.4138,0.404,low 8506,Uganda,2020,rural,Justice,Junior,43.2,345547,0.3757,215728,0.227,48959,15,0.5133,0.8237,305.82,0.0556,0.4461,0.4553,0.464,low 8507,Mozambique,2019,urban,ICT,Junior,28.88,301483,0.2716,219593,0.207,45451,11,0.6113,0.6991,99.72,0.0717,0.3144,0.1958,0.4172,low 8508,Mozambique,2019,rural,Finance,Senior,28.88,297483,0.3756,185733,0.1601,29729,9,0.5083,0.6447,165.65,0.0594,0.2931,0.1933,0.364,low 8509,Ethiopia,2023,rural,Education,Senior,122.93,1644487,0.349,1070563,0.1836,196565,11,0.5343,0.6874,155.54,0.053,0.2615,0.2189,0.3873,low 8510,Nigeria,2023,capital,Education,Mid_Level,224.39,4160517,0.1992,3331866,0.313,1042930,17,0.5168,0.8214,286.81,0.0617,0.4448,0.4106,0.5297,moderate 8511,Mozambique,2023,capital,Security,Senior,32.13,324874,0.256,241700,0.2046,49441,11,0.5903,0.6205,210.75,0.0549,0.3264,0.2179,0.4121,low 8512,Kenya,2025,urban,Health,Junior,56.15,1797284,0.1201,1581479,0.4669,738316,24,0.5789,0.7949,636.82,0.0644,0.7818,0.694,0.6635,high 8513,Uganda,2023,capital,Security,Junior,47.48,392724,0.2146,308459,0.2779,85726,12,0.5549,0.717,197.66,0.0598,0.5651,0.4621,0.5061,moderate 8514,Botswana,2025,urban,Finance,Mid_Level,2.64,118022,0.1384,101689,0.5066,51519,56,0.6194,0.8741,519.18,0.0957,0.6696,0.5415,0.7343,high 8515,Kenya,2018,rural,Health,Mid_Level,48.55,1753294,0.1658,1462661,0.2903,424646,39,0.7488,0.921,595.87,0.0669,0.67,0.7619,0.66,high 8516,Rwanda,2024,urban,Infrastructure,Junior,14.0,440783,0.1161,389628,0.5246,204415,35,0.594,0.8442,547.68,0.0898,0.6152,0.6561,0.6934,high 8517,Uganda,2024,capital,Finance,Junior,49.0,365169,0.2188,285267,0.2636,75203,11,0.6137,0.792,200.42,0.0609,0.5395,0.3689,0.4983,low 8518,Uganda,2018,urban,Administration,Junior,40.56,330716,0.2327,253774,0.2466,62580,17,0.5244,0.726,310.27,0.0635,0.4981,0.4021,0.4949,low 8519,South Africa,2019,urban,Security,Mid_Level,59.58,3358481,0.1875,2728762,0.4673,1275200,43,0.6821,0.8242,459.41,0.0953,0.7678,0.6956,0.6974,high 8520,South Africa,2023,remote,Health,Junior,61.51,3577919,0.319,2436557,0.3013,734126,48,0.6189,0.7927,429.07,0.0743,0.6275,0.6216,0.6094,moderate 8521,Ghana,2023,rural,Social_Services,Junior,33.3,709751,0.28,511037,0.2669,136386,20,0.5294,0.7375,278.31,0.0577,0.5218,0.3283,0.4924,low 8522,Ethiopia,2023,urban,Education,Mid_Level,122.93,1468856,0.3489,956333,0.2178,208299,11,0.5233,0.7078,91.66,0.05,0.3401,0.2268,0.4076,low 8523,Mozambique,2024,rural,Education,Junior,33.0,348613,0.4591,188551,0.14,26398,14,0.6194,0.6399,115.62,0.0542,0.2585,0.2161,0.3487,critical 8524,DRC,2025,capital,Education,Director,108.36,651746,0.2611,481578,0.176,84734,9,0.5108,0.6695,286.71,0.0513,0.293,0.1645,0.3974,low 8525,Ethiopia,2018,rural,Social_Services,Junior,108.65,1268359,0.397,764858,0.1512,115640,8,0.5949,0.6522,130.7,0.049,0.3182,0.1663,0.3548,low 8526,Ghana,2023,rural,Health,Junior,33.3,844687,0.25,633521,0.2583,163666,21,0.6696,0.7697,230.76,0.0498,0.5133,0.4243,0.5138,moderate 8527,Kenya,2023,capital,Education,Mid_Level,53.87,1723950,0.1286,1502279,0.4584,688684,30,0.6341,0.7962,576.28,0.0902,0.7695,0.5816,0.662,high 8528,Tanzania,2019,capital,Health,Mid_Level,57.79,1169836,0.1835,955177,0.3525,336708,12,0.5207,0.7975,251.0,0.0578,0.475,0.3334,0.5227,moderate 8529,Kenya,2018,urban,Education,Junior,48.55,1876643,0.1603,1575790,0.4062,640060,32,0.579,0.8367,478.16,0.0947,0.6207,0.5887,0.6379,moderate 8530,DRC,2019,remote,Justice,Mid_Level,89.7,464452,0.6,185780,0.1,18578,10,0.5711,0.7049,98.56,0.0707,0.2903,0.1768,0.3025,critical 8531,Senegal,2021,rural,Infrastructure,Junior,16.62,326699,0.2244,253399,0.2506,63498,18,0.4929,0.6898,257.35,0.0604,0.4888,0.3695,0.4909,low 8532,Tanzania,2018,rural,Agriculture,Junior,56.11,1140849,0.2125,898408,0.2519,226311,20,0.6071,0.7796,261.08,0.0715,0.4428,0.4247,0.5135,moderate 8533,Uganda,2020,remote,Education,Junior,43.2,365589,0.5304,171671,0.1504,25824,11,0.4974,0.8223,251.45,0.0518,0.5744,0.3995,0.4032,low 8534,Botswana,2021,urban,Infrastructure,Director,2.49,124260,0.1214,109171,0.5266,57488,42,0.6743,0.8599,976.96,0.0958,0.7713,0.6177,0.7242,high 8535,Tanzania,2020,capital,Education,Junior,59.53,1160860,0.1627,971962,0.296,287689,20,0.6431,0.7168,291.32,0.0558,0.4906,0.3827,0.5282,moderate 8536,South Africa,2020,capital,Justice,Senior,60.06,2919006,0.1629,2443583,0.4835,1181357,28,0.6012,0.8745,652.6,0.0889,0.6826,0.7065,0.6702,high 8537,Uganda,2024,urban,Education,Mid_Level,49.0,380965,0.3016,266049,0.2665,70909,10,0.4978,0.678,233.54,0.0703,0.4927,0.4052,0.4577,low 8538,Tanzania,2025,capital,Education,Junior,69.01,1095363,0.1671,912318,0.3591,327609,13,0.4744,0.7609,256.3,0.0649,0.4297,0.4042,0.528,moderate 8539,Senegal,2022,remote,Education,Mid_Level,17.07,386887,0.2235,300435,0.2114,63526,25,0.6551,0.6772,185.32,0.0487,0.5384,0.3924,0.5042,moderate 8540,Uganda,2020,rural,Health,Mid_Level,43.2,386177,0.3409,254516,0.2083,53013,11,0.5646,0.7601,280.11,0.0615,0.541,0.3372,0.4462,low 8541,South Africa,2025,urban,Security,Junior,62.5,3401218,0.1788,2792929,0.5226,1459672,42,0.6661,0.8378,554.56,0.0852,0.6727,0.7057,0.7045,high 8542,Nigeria,2022,rural,Security,Mid_Level,218.92,4654391,0.3313,3112266,0.275,855789,21,0.6072,0.7064,259.72,0.0649,0.4902,0.4234,0.4857,low 8543,Rwanda,2019,urban,Security,Director,12.43,373937,0.0914,339777,0.4466,151744,64,0.6977,0.9013,1303.76,0.0937,0.7092,0.7306,0.778,high 8544,Ghana,2022,capital,Infrastructure,Mid_Level,32.62,900179,0.1883,730671,0.4468,326453,23,0.547,0.7194,205.65,0.0517,0.4379,0.4129,0.5651,moderate 8545,Rwanda,2025,rural,Administration,Mid_Level,14.34,449671,0.1261,392957,0.2867,112671,37,0.621,0.9308,469.61,0.0661,0.6367,0.6523,0.6512,high 8546,Tanzania,2022,remote,Social_Services,Junior,63.15,1204190,0.3208,817849,0.1727,141262,20,0.5151,0.7225,227.41,0.0558,0.5518,0.4772,0.4743,low 8547,Mozambique,2020,capital,Justice,Junior,29.66,297886,0.2511,223077,0.1912,42656,13,0.618,0.6515,120.41,0.0526,0.334,0.2156,0.4202,low 8548,Ethiopia,2023,urban,Administration,Senior,122.93,1348034,0.3381,892211,0.2306,205765,11,0.4879,0.6547,178.38,0.0514,0.3247,0.1625,0.3975,low 8549,Senegal,2018,rural,Administration,Junior,15.34,341813,0.2256,264688,0.2517,66634,21,0.5757,0.8003,311.56,0.0498,0.441,0.3937,0.5125,moderate 8550,Ghana,2023,rural,Social_Services,Director,33.3,826411,0.2713,602198,0.2784,167633,32,0.6092,0.7206,723.39,0.051,0.5565,0.4485,0.5404,moderate 8551,Senegal,2024,urban,Agriculture,Executive,18.0,352580,0.1492,299969,0.3918,117529,24,0.5272,0.766,855.11,0.0694,0.5292,0.4024,0.5787,moderate 8552,Tanzania,2021,rural,Administration,Junior,61.31,1092252,0.2577,810775,0.2557,207275,15,0.524,0.8222,262.51,0.0685,0.5644,0.3405,0.5008,moderate 8553,South Africa,2025,rural,Health,Mid_Level,62.5,3363721,0.2031,2680704,0.3559,954139,33,0.6975,0.7718,581.67,0.0714,0.7566,0.7486,0.637,moderate 8554,Senegal,2025,urban,Health,Senior,18.49,382616,0.1886,310449,0.3194,99165,19,0.5908,0.7544,402.99,0.0653,0.498,0.4677,0.5399,moderate 8555,Ghana,2023,capital,Administration,Junior,33.3,942729,0.1307,819552,0.4144,339635,25,0.5732,0.7087,227.32,0.057,0.46,0.3872,0.5745,moderate 8556,Mozambique,2023,urban,Administration,Senior,32.13,361923,0.2538,270076,0.2226,60108,10,0.5151,0.6375,187.67,0.0498,0.3404,0.1656,0.4134,low 8557,Kenya,2018,urban,Education,Junior,48.55,1695509,0.1306,1474151,0.3763,554724,25,0.5844,0.8735,562.19,0.0796,0.6843,0.6518,0.6386,moderate 8558,Botswana,2025,urban,Social_Services,Director,2.64,111544,0.1188,98287,0.5662,55654,50,0.6434,0.8713,1238.97,0.0931,0.8028,0.5578,0.7536,high 8559,Senegal,2019,urban,Social_Services,Executive,15.76,363015,0.186,295481,0.3406,100651,19,0.5136,0.6974,936.87,0.0506,0.4536,0.4658,0.5327,moderate 8560,Tanzania,2023,capital,Health,Junior,65.05,1037023,0.1426,889182,0.3678,327022,22,0.5888,0.803,237.38,0.071,0.5429,0.454,0.5814,moderate 8561,Ghana,2019,rural,ICT,Director,30.64,869523,0.2863,620578,0.272,168782,20,0.5368,0.7566,722.5,0.0568,0.4568,0.3223,0.4878,low 8562,Kenya,2020,capital,Administration,Director,50.61,1658243,0.1131,1470698,0.447,657352,31,0.6041,0.8032,912.47,0.0889,0.6378,0.7414,0.6694,high 8563,DRC,2025,rural,Infrastructure,Junior,108.36,637454,0.4709,337257,0.1311,44213,7,0.5005,0.7132,123.3,0.0656,0.3128,0.2098,0.3418,critical 8564,Tanzania,2022,capital,Education,Senior,63.15,1180137,0.1929,952463,0.3807,362616,15,0.6427,0.7186,315.29,0.0518,0.5331,0.4128,0.5368,moderate 8565,Nigeria,2025,capital,Education,Junior,235.75,4502040,0.1909,3642704,0.3086,1124197,17,0.6277,0.6924,287.48,0.0514,0.528,0.3469,0.5133,moderate 8566,Uganda,2023,capital,Health,Junior,47.48,337413,0.1994,270140,0.3147,85024,15,0.6001,0.6874,211.79,0.0625,0.549,0.3842,0.5128,moderate 8567,Mozambique,2021,urban,Security,Junior,30.47,339461,0.3364,225274,0.1857,41828,13,0.548,0.6362,96.63,0.0716,0.3222,0.2275,0.3952,low 8568,Senegal,2022,urban,Social_Services,Junior,17.07,429663,0.1741,354846,0.3568,126595,26,0.5532,0.6816,235.14,0.0519,0.4441,0.3268,0.54,moderate 8569,Ghana,2024,urban,Education,Director,34.0,793713,0.1457,678046,0.408,276624,20,0.6466,0.791,473.71,0.0692,0.4591,0.322,0.5623,moderate 8570,Uganda,2019,capital,Education,Junior,41.86,348550,0.2291,268685,0.2955,79399,16,0.5729,0.7099,306.79,0.0493,0.5087,0.3836,0.5023,moderate 8571,Tanzania,2024,remote,Agriculture,Junior,67.0,1207176,0.3282,810995,0.1798,145798,12,0.6015,0.7481,251.75,0.068,0.4294,0.4677,0.4448,low 8572,DRC,2018,urban,Administration,Director,86.92,492754,0.2976,346102,0.1702,58913,9,0.6011,0.5895,262.98,0.0672,0.327,0.2062,0.3824,low 8573,Nigeria,2018,rural,Social_Services,Junior,198.33,3623859,0.3419,2384994,0.2209,526778,14,0.5926,0.7912,234.93,0.0653,0.5107,0.3594,0.4604,low 8574,Nigeria,2021,rural,Social_Services,Junior,213.58,3797606,0.3442,2490430,0.2726,678811,14,0.6331,0.7863,313.45,0.0486,0.5663,0.349,0.4766,low 8575,Senegal,2018,remote,Social_Services,Junior,15.34,372716,0.3114,256640,0.1637,42019,16,0.5785,0.6813,270.93,0.0563,0.5005,0.4667,0.452,low 8576,Kenya,2023,urban,Administration,Mid_Level,53.87,1817934,0.1588,1529304,0.3767,576158,36,0.7283,0.9239,396.78,0.0902,0.6735,0.7203,0.6725,high 8577,Ethiopia,2018,capital,Education,Mid_Level,108.65,1476169,0.3151,1010989,0.2167,219127,8,0.5939,0.6814,125.64,0.0492,0.2683,0.2056,0.395,low 8578,Senegal,2024,rural,Infrastructure,Director,18.0,342549,0.1851,279147,0.2355,65729,15,0.5507,0.7336,489.54,0.0494,0.4371,0.3926,0.4931,low 8579,Rwanda,2023,capital,Justice,Junior,13.67,419475,0.0891,382111,0.4458,170343,57,0.7271,0.8469,491.22,0.0717,0.6739,0.6731,0.7434,high 8580,Senegal,2018,remote,Health,Director,15.34,386123,0.321,262189,0.2155,56503,23,0.5539,0.7304,756.26,0.0529,0.4406,0.3417,0.4689,low 8581,Uganda,2025,urban,Administration,Mid_Level,50.57,395948,0.245,298928,0.2617,78242,13,0.5157,0.698,199.31,0.061,0.5297,0.3234,0.4767,low 8582,Nigeria,2020,urban,Agriculture,Mid_Level,208.37,4448929,0.2299,3425986,0.3118,1068163,25,0.563,0.7403,273.16,0.0633,0.5038,0.3594,0.5303,moderate 8583,Nigeria,2025,urban,Security,Junior,235.75,4263986,0.1981,3419281,0.308,1053136,15,0.5842,0.8088,268.28,0.0666,0.4888,0.3653,0.5217,moderate 8584,Senegal,2019,rural,Health,Junior,15.76,376076,0.2419,285102,0.2708,77210,18,0.5623,0.6957,266.42,0.0609,0.5556,0.4425,0.5064,moderate 8585,Uganda,2020,capital,Finance,Mid_Level,43.2,333260,0.2875,237452,0.3084,73238,18,0.6396,0.7539,310.62,0.0598,0.5448,0.4051,0.5083,moderate 8586,Tanzania,2024,rural,Education,Junior,67.0,1304922,0.3129,896593,0.2166,194196,21,0.5973,0.8096,316.25,0.0674,0.4436,0.4012,0.4843,low 8587,Kenya,2025,urban,Health,Mid_Level,56.15,2218809,0.1335,1922544,0.487,936284,24,0.6189,0.9317,390.21,0.0808,0.6161,0.6282,0.6626,high 8588,Botswana,2023,rural,Administration,Senior,2.56,127636,0.1657,106483,0.418,44509,52,0.7255,0.7694,648.3,0.0798,0.74,0.5413,0.6866,high 8589,Nigeria,2020,urban,Health,Junior,208.37,4476510,0.2696,3269592,0.3616,1182379,24,0.573,0.7959,275.58,0.0559,0.4845,0.447,0.5455,moderate 8590,Botswana,2019,rural,Infrastructure,Junior,2.41,105965,0.177,87204,0.3882,33853,31,0.684,0.8885,439.54,0.0829,0.7328,0.5759,0.6444,moderate 8591,Uganda,2022,capital,Security,Senior,46.01,322577,0.282,231622,0.2696,62440,14,0.5258,0.6968,347.24,0.0571,0.5707,0.4117,0.4847,low 8592,Mozambique,2020,capital,Security,Director,29.66,255770,0.305,177769,0.1872,33279,11,0.587,0.7125,225.07,0.0686,0.2874,0.2308,0.4068,low 8593,Mozambique,2025,rural,Administration,Mid_Level,33.89,324942,0.3662,205942,0.1294,26639,13,0.5385,0.6525,154.61,0.0619,0.2888,0.2037,0.3704,low 8594,Uganda,2023,rural,Education,Junior,47.48,391763,0.41,231120,0.1754,40539,13,0.5152,0.7662,292.97,0.0638,0.4572,0.421,0.4266,low 8595,Ethiopia,2024,urban,Infrastructure,Junior,126.0,1429225,0.3345,951132,0.2239,212979,12,0.5329,0.6889,155.61,0.058,0.2659,0.2379,0.4061,low 8596,Tanzania,2019,urban,Health,Executive,57.79,893921,0.1611,749934,0.2928,219553,21,0.5041,0.6763,736.24,0.0608,0.515,0.3854,0.5269,moderate 8597,Rwanda,2022,capital,Health,Mid_Level,13.35,400209,0.1116,355548,0.5178,184108,53,0.6561,0.9133,610.2,0.0644,0.7199,0.7465,0.7677,high 8598,South Africa,2024,urban,Education,Junior,62.0,3610148,0.1574,3041767,0.5357,1629593,49,0.7356,0.8141,461.95,0.0922,0.7871,0.6667,0.7346,high 8599,DRC,2021,rural,Agriculture,Mid_Level,95.53,527397,0.5226,251804,0.1272,32037,5,0.4526,0.651,127.6,0.0693,0.2753,0.1946,0.3083,critical 8600,Ethiopia,2020,remote,Security,Mid_Level,114.15,1191618,0.5658,517457,0.1155,59742,10,0.4715,0.6588,98.0,0.0707,0.2672,0.1802,0.306,critical 8601,Botswana,2021,urban,Administration,Senior,2.49,101926,0.1273,88954,0.5853,52068,45,0.6391,0.8445,589.37,0.0793,0.7063,0.5742,0.7318,high 8602,Kenya,2020,capital,ICT,Junior,50.61,1909195,0.1061,1706541,0.4612,787031,39,0.7272,0.7691,384.94,0.0758,0.7,0.7723,0.6989,high 8603,Nigeria,2022,rural,Social_Services,Mid_Level,218.92,4057333,0.2645,2984257,0.2391,713529,17,0.5255,0.738,219.74,0.0602,0.5629,0.3927,0.4924,low 8604,Uganda,2019,urban,Security,Senior,41.86,348986,0.2786,251773,0.2718,68443,15,0.6138,0.7209,427.79,0.0654,0.533,0.4142,0.4887,low 8605,Ethiopia,2018,remote,ICT,Senior,108.65,1466711,0.6,586684,0.1103,64714,7,0.4645,0.5969,206.9,0.0553,0.2846,0.2204,0.2851,critical 8606,South Africa,2019,urban,Security,Junior,59.58,3139878,0.1697,2607001,0.5128,1336787,40,0.6336,0.9162,588.22,0.0837,0.6949,0.6433,0.707,high 8607,Ethiopia,2021,rural,Justice,Junior,117.0,1479343,0.4429,824152,0.1568,129261,7,0.5426,0.5901,153.35,0.0628,0.2749,0.2175,0.3337,critical 8608,DRC,2022,rural,Infrastructure,Senior,98.59,633150,0.4627,340183,0.1278,43486,7,0.5285,0.6121,145.77,0.05,0.3124,0.2279,0.3296,critical 8609,Tanzania,2022,urban,Agriculture,Senior,63.15,1179690,0.228,910714,0.2725,248193,13,0.4868,0.7727,343.32,0.0496,0.5448,0.4543,0.5094,moderate 8610,Ghana,2020,rural,Administration,Senior,31.29,844569,0.2098,667386,0.269,179514,18,0.5596,0.7604,444.72,0.0508,0.4428,0.3754,0.5057,moderate 8611,Ethiopia,2020,remote,Justice,Junior,114.15,1181223,0.4822,611687,0.1369,83719,9,0.4567,0.6284,117.07,0.0714,0.3092,0.2338,0.3347,critical 8612,South Africa,2018,urban,ICT,Mid_Level,59.11,2814340,0.1698,2336354,0.4497,1050570,40,0.6465,0.916,512.78,0.0801,0.6601,0.6021,0.6836,high 8613,Kenya,2025,urban,Administration,Junior,56.15,2084545,0.1576,1755933,0.4902,860737,37,0.6597,0.7672,612.45,0.0685,0.6678,0.7097,0.6785,high 8614,DRC,2022,capital,Health,Mid_Level,98.59,594903,0.3315,397665,0.1581,62879,6,0.4976,0.5931,128.16,0.0484,0.3158,0.1773,0.3599,low 8615,South Africa,2022,capital,Health,Senior,61.02,3164556,0.1631,2648436,0.5214,1380973,29,0.6956,0.8607,556.41,0.0935,0.761,0.7016,0.6875,high 8616,Uganda,2023,urban,Administration,Junior,47.48,406807,0.3092,281011,0.2831,79550,14,0.4958,0.7759,226.1,0.0717,0.5658,0.3633,0.4878,low 8617,Tanzania,2022,capital,Security,Director,63.15,990614,0.161,831160,0.3471,288532,13,0.5717,0.7968,617.15,0.0515,0.478,0.3461,0.531,moderate 8618,DRC,2025,rural,Security,Mid_Level,108.36,742165,0.5693,319631,0.1193,38129,6,0.5608,0.6736,120.12,0.052,0.3296,0.1683,0.3033,critical 8619,Rwanda,2019,urban,Finance,Senior,12.43,411059,0.0923,373101,0.4708,175646,36,0.6964,0.8179,883.33,0.0827,0.726,0.7467,0.7046,high 8620,Uganda,2019,urban,Health,Senior,41.86,322533,0.2308,248094,0.2588,64210,18,0.5096,0.677,408.29,0.0605,0.5026,0.3206,0.4859,low 8621,Kenya,2022,urban,Education,Senior,52.76,1573535,0.1617,1319049,0.4275,563829,26,0.5909,0.8381,626.65,0.0859,0.7467,0.7537,0.6572,high 8622,Uganda,2024,remote,Infrastructure,Junior,49.0,390997,0.3685,246903,0.1695,41847,15,0.6247,0.7006,197.47,0.0483,0.5021,0.4402,0.4371,low 8623,Rwanda,2025,urban,Agriculture,Junior,14.34,399164,0.1077,356167,0.523,186289,43,0.5731,0.8507,508.03,0.0673,0.6719,0.5752,0.7137,high 8624,Ghana,2022,remote,Security,Senior,32.62,882554,0.2406,670202,0.2101,140812,21,0.6203,0.7971,309.57,0.0702,0.5594,0.4475,0.5151,moderate 8625,Senegal,2025,capital,Education,Junior,18.49,467295,0.1382,402716,0.433,174373,23,0.6561,0.7116,191.74,0.051,0.5374,0.3887,0.5806,moderate 8626,Tanzania,2020,rural,Education,Senior,59.53,936899,0.2451,707241,0.2098,148347,22,0.5816,0.7673,457.93,0.0655,0.486,0.3888,0.4987,low 8627,DRC,2025,rural,Health,Mid_Level,108.36,588596,0.5388,271450,0.1224,33212,8,0.5508,0.6275,148.59,0.0713,0.3149,0.1776,0.3093,critical 8628,Ethiopia,2020,capital,Finance,Senior,114.15,1432544,0.2556,1066439,0.2049,218504,8,0.463,0.6818,226.8,0.0535,0.2842,0.2103,0.409,low 8629,Senegal,2018,rural,Infrastructure,Executive,15.34,297144,0.1794,243842,0.2279,55563,22,0.6029,0.7397,1060.23,0.0677,0.5561,0.3453,0.5182,moderate 8630,Tanzania,2021,capital,Education,Mid_Level,61.31,1101256,0.1464,940014,0.3036,285417,19,0.5202,0.7854,297.54,0.0555,0.5515,0.3582,0.5456,moderate 8631,Uganda,2024,rural,Health,Senior,49.0,380262,0.2883,270641,0.1928,52176,14,0.586,0.7252,436.44,0.0718,0.464,0.3223,0.4485,low 8632,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,317581,0.3314,212335,0.2173,46141,14,0.536,0.6879,131.67,0.051,0.2849,0.1925,0.4074,low 8633,Rwanda,2024,urban,Infrastructure,Senior,14.0,458482,0.1001,412610,0.4197,173181,59,0.6992,0.861,614.08,0.0779,0.6654,0.5667,0.7298,high 8634,Kenya,2023,rural,Health,Mid_Level,53.87,2010165,0.1985,1611201,0.2895,466509,33,0.6274,0.7664,521.71,0.0659,0.7208,0.7779,0.6201,moderate 8635,Mozambique,2019,urban,ICT,Junior,28.88,278424,0.2858,198846,0.199,39561,14,0.5228,0.6079,109.92,0.0528,0.3078,0.2177,0.407,low 8636,South Africa,2021,remote,Education,Mid_Level,60.54,2872278,0.2424,2176036,0.2311,502854,46,0.7051,0.9174,393.9,0.0864,0.6845,0.7549,0.6437,moderate 8637,Ethiopia,2019,rural,Social_Services,Junior,111.37,1246389,0.4998,623449,0.1678,104642,10,0.5485,0.5948,145.24,0.0538,0.3388,0.2003,0.3351,critical 8638,Uganda,2021,remote,Social_Services,Junior,44.58,408117,0.3705,256905,0.1394,35802,15,0.4912,0.7576,258.59,0.0496,0.4373,0.4516,0.4322,low 8639,Senegal,2022,rural,ICT,Junior,17.07,341833,0.1818,279682,0.2512,70249,17,0.4945,0.6886,184.8,0.0674,0.5555,0.4182,0.5105,moderate 8640,Ghana,2021,urban,Finance,Junior,31.94,695266,0.1766,572503,0.3491,199862,23,0.6713,0.7757,217.31,0.0654,0.536,0.4638,0.567,moderate 8641,Tanzania,2020,capital,Agriculture,Mid_Level,59.53,1104765,0.152,936865,0.2947,276127,19,0.5904,0.7549,231.37,0.0712,0.4554,0.34,0.526,moderate 8642,Ghana,2019,rural,Social_Services,Junior,30.64,852495,0.2684,623676,0.2461,153457,23,0.6089,0.8114,240.21,0.0669,0.5632,0.4337,0.5233,moderate 8643,Botswana,2022,capital,Infrastructure,Junior,2.52,99860,0.1001,89861,0.6016,54059,32,0.5686,0.8739,483.61,0.0794,0.6341,0.5252,0.7024,high 8644,Rwanda,2021,urban,Administration,Junior,13.04,354504,0.0959,320523,0.4102,131490,56,0.6828,0.9071,455.81,0.0797,0.7421,0.7519,0.7541,high 8645,Rwanda,2018,rural,Health,Mid_Level,12.14,368932,0.1508,313302,0.3429,107442,42,0.7353,0.8367,536.04,0.0797,0.7029,0.635,0.6623,high 8646,Mozambique,2018,urban,ICT,Senior,28.12,297706,0.2441,225028,0.1933,43495,13,0.4774,0.6006,167.04,0.0657,0.274,0.1894,0.4062,low 8647,Nigeria,2020,urban,Infrastructure,Mid_Level,208.37,3819527,0.2477,2873604,0.3671,1054843,14,0.5379,0.7024,246.08,0.0666,0.5001,0.3466,0.5049,moderate 8648,Ethiopia,2018,rural,Health,Executive,108.65,1126053,0.3744,704423,0.1545,108857,11,0.5994,0.6039,520.76,0.0551,0.3368,0.2071,0.3675,low 8649,Mozambique,2019,capital,ICT,Senior,28.88,280608,0.2231,217997,0.2338,50960,10,0.5985,0.7097,183.96,0.0626,0.2628,0.2054,0.4309,low 8650,DRC,2022,rural,Security,Junior,98.59,564797,0.4241,325250,0.1086,35331,9,0.4774,0.5972,135.31,0.0642,0.3289,0.1647,0.3326,critical 8651,Botswana,2020,urban,Health,Junior,2.45,124363,0.1073,111019,0.5363,59539,32,0.7109,0.7763,376.09,0.0668,0.7668,0.6886,0.6992,high 8652,Rwanda,2025,capital,Education,Junior,14.34,463086,0.1016,416043,0.4585,190743,58,0.8115,0.9327,431.5,0.0803,0.6469,0.5795,0.7468,high 8653,Mozambique,2022,capital,Health,Mid_Level,31.29,309512,0.2738,224761,0.1943,43679,14,0.5927,0.6082,110.21,0.0714,0.3353,0.1714,0.407,low 8654,Uganda,2024,capital,Infrastructure,Senior,49.0,433995,0.21,342871,0.2714,93052,16,0.621,0.7902,482.28,0.0488,0.433,0.4792,0.5151,moderate 8655,Botswana,2021,rural,Health,Junior,2.49,128526,0.1864,104562,0.4214,44060,44,0.6067,0.9274,350.16,0.0927,0.6405,0.777,0.6996,high 8656,Tanzania,2018,capital,Health,Junior,56.11,1113120,0.1778,915151,0.3147,288006,15,0.4856,0.8132,254.26,0.0673,0.4519,0.4693,0.5358,moderate 8657,Senegal,2019,capital,Agriculture,Junior,15.76,369772,0.169,307293,0.3944,121197,24,0.5794,0.7489,202.39,0.0575,0.5103,0.374,0.5671,moderate 8658,Uganda,2023,urban,Infrastructure,Junior,47.48,422619,0.2321,324516,0.2987,96922,17,0.563,0.6848,259.41,0.052,0.5498,0.4062,0.5075,moderate 8659,Botswana,2021,rural,ICT,Mid_Level,2.49,125325,0.1362,108255,0.3863,41821,36,0.7105,0.8261,500.02,0.0909,0.7925,0.5612,0.6618,high 8660,Ethiopia,2019,rural,Administration,Junior,111.37,1300210,0.3653,825216,0.1795,148143,12,0.5625,0.6029,127.84,0.0616,0.2905,0.1744,0.3705,low 8661,Kenya,2025,urban,Infrastructure,Junior,56.15,2129957,0.1599,1789342,0.4905,877631,43,0.6311,0.8004,602.89,0.0699,0.6239,0.6271,0.6853,high 8662,Senegal,2025,remote,Education,Mid_Level,18.49,381818,0.2834,273605,0.1839,50304,21,0.6562,0.8076,236.3,0.0583,0.4739,0.4174,0.4879,low 8663,Kenya,2025,capital,Education,Executive,56.15,1780941,0.1279,1553181,0.4262,662002,29,0.6879,0.893,2571.99,0.0717,0.6794,0.6091,0.6599,high 8664,South Africa,2020,remote,Health,Executive,60.06,2791397,0.317,1906580,0.2329,443967,35,0.6332,0.7785,1548.23,0.0843,0.6184,0.7619,0.5713,moderate 8665,Senegal,2019,rural,Social_Services,Junior,15.76,391787,0.209,309894,0.2413,74778,24,0.5683,0.7854,210.38,0.0537,0.4789,0.4275,0.5265,moderate 8666,Kenya,2025,rural,Education,Junior,56.15,1972825,0.1492,1678438,0.3197,536573,34,0.655,0.9067,628.24,0.0924,0.7095,0.7651,0.6611,high 8667,Kenya,2025,capital,Health,Mid_Level,56.15,2141312,0.1254,1872729,0.4783,895734,37,0.6096,0.8841,628.54,0.0937,0.7665,0.6754,0.7075,high 8668,Mozambique,2021,rural,Education,Mid_Level,30.47,343454,0.3977,206855,0.1442,29828,12,0.4732,0.6657,120.95,0.0654,0.2774,0.1938,0.3636,low 8669,Ethiopia,2024,urban,Administration,Mid_Level,126.0,1583185,0.2653,1163226,0.215,250110,8,0.4698,0.688,145.91,0.0681,0.2835,0.1662,0.4056,low 8670,DRC,2022,remote,Infrastructure,Mid_Level,98.59,633310,0.5964,255625,0.1,25562,9,0.4762,0.6223,126.71,0.061,0.2938,0.1894,0.2901,critical 8671,Mozambique,2024,rural,Education,Senior,33.0,376619,0.3843,231883,0.1548,35886,13,0.4843,0.6886,151.4,0.0524,0.2564,0.182,0.3722,low 8672,DRC,2020,urban,Infrastructure,Mid_Level,92.57,536256,0.3765,334368,0.1821,60879,5,0.5179,0.5876,119.3,0.0492,0.2783,0.1842,0.3483,critical 8673,Ethiopia,2021,remote,Justice,Senior,117.0,1577877,0.4811,818765,0.1046,85613,8,0.6031,0.6801,191.05,0.0714,0.2939,0.2244,0.3297,critical 8674,Kenya,2022,rural,Social_Services,Junior,52.76,1805167,0.1697,1498902,0.3345,501416,32,0.6775,0.8302,459.21,0.0724,0.6957,0.6828,0.6336,moderate 8675,Senegal,2023,urban,Administration,Junior,17.53,364267,0.1608,305680,0.3467,105983,23,0.5406,0.7111,272.4,0.0708,0.5356,0.4332,0.5575,moderate 8676,Senegal,2021,capital,Security,Senior,16.62,341940,0.1199,300949,0.4371,131555,27,0.6798,0.7299,367.54,0.0537,0.5292,0.4742,0.6066,moderate 8677,Botswana,2019,urban,Infrastructure,Junior,2.41,103752,0.1436,88853,0.4911,43632,58,0.7965,0.8095,392.58,0.0711,0.7627,0.5837,0.7379,high 8678,Kenya,2020,capital,Security,Mid_Level,50.61,1898732,0.1125,1685119,0.5349,901314,33,0.6485,0.8463,362.04,0.0679,0.6786,0.5246,0.6854,high 8679,Senegal,2025,rural,Security,Junior,18.49,436216,0.2033,347530,0.2675,92976,22,0.5693,0.8222,295.65,0.0581,0.5582,0.3802,0.5382,moderate 8680,Ghana,2019,capital,Infrastructure,Junior,30.64,719119,0.1581,605455,0.3657,221409,25,0.5815,0.7278,201.01,0.0706,0.4347,0.4444,0.5615,moderate 8681,Uganda,2024,rural,Education,Senior,49.0,402471,0.3147,275802,0.2044,56373,14,0.5785,0.773,396.09,0.064,0.4553,0.4221,0.4611,low 8682,DRC,2023,remote,Administration,Executive,101.74,613927,0.6,245570,0.101,24809,10,0.546,0.638,413.44,0.0642,0.2839,0.2146,0.2958,critical 8683,Ghana,2024,rural,Security,Junior,34.0,727532,0.1956,585205,0.2621,153366,19,0.5253,0.6942,182.64,0.0713,0.4737,0.4001,0.5056,moderate 8684,Botswana,2020,urban,Health,Senior,2.45,105894,0.135,91598,0.5158,47246,43,0.6653,0.7836,810.3,0.0794,0.6756,0.7301,0.7108,high 8685,Uganda,2019,capital,Administration,Junior,41.86,380364,0.2582,282162,0.3217,90782,10,0.6185,0.7422,184.51,0.0618,0.4809,0.4306,0.4934,low 8686,Tanzania,2019,capital,Health,Junior,57.79,947023,0.1992,758403,0.304,230546,14,0.5162,0.8084,278.27,0.0536,0.4882,0.3486,0.5161,moderate 8687,Kenya,2018,capital,Finance,Junior,48.55,1601977,0.1254,1401101,0.4992,699471,28,0.6799,0.7877,578.5,0.0897,0.6298,0.6817,0.6628,high 8688,Tanzania,2024,capital,Health,Junior,67.0,1318618,0.162,1104968,0.3635,401683,16,0.6237,0.7339,281.48,0.0647,0.4292,0.353,0.5287,moderate 8689,Tanzania,2018,remote,Administration,Junior,56.11,940611,0.3049,653863,0.1438,94038,16,0.5548,0.6877,192.26,0.0559,0.4849,0.452,0.4466,low 8690,Nigeria,2024,rural,Security,Director,230.0,4501073,0.3254,3036615,0.254,771418,14,0.6008,0.7525,713.65,0.0629,0.5181,0.4675,0.4786,low 8691,Botswana,2022,capital,Health,Junior,2.52,107878,0.129,93959,0.51,47922,33,0.5676,0.8356,462.53,0.0889,0.7931,0.5384,0.6863,high 8692,Kenya,2019,urban,Security,Junior,49.57,1963067,0.1196,1728369,0.4709,813922,26,0.6604,0.8402,595.98,0.0679,0.8028,0.7268,0.6818,high 8693,Kenya,2025,capital,Health,Junior,56.15,1812513,0.104,1624081,0.5462,887145,37,0.6377,0.9264,487.68,0.0886,0.7141,0.5432,0.7178,high 8694,Ethiopia,2025,capital,Education,Junior,129.15,1545088,0.2661,1133946,0.2245,254580,11,0.5259,0.5937,136.83,0.0696,0.2782,0.1824,0.4022,low 8695,Rwanda,2019,rural,Health,Junior,12.43,383361,0.1432,328459,0.3576,117442,37,0.5996,0.7891,389.26,0.0884,0.7955,0.5261,0.6466,moderate 8696,South Africa,2020,rural,Finance,Junior,60.06,2727676,0.2013,2178510,0.3441,749598,28,0.6053,0.915,385.21,0.0694,0.6258,0.7727,0.6328,moderate 8697,Tanzania,2025,capital,Finance,Mid_Level,69.01,1419066,0.1509,1204859,0.3661,441154,21,0.6172,0.7378,324.12,0.0697,0.4823,0.405,0.5557,moderate 8698,Ghana,2018,capital,Justice,Junior,30.01,787444,0.1647,657768,0.4667,307005,26,0.6024,0.7717,189.14,0.0517,0.528,0.4119,0.6003,moderate 8699,Mozambique,2021,capital,Health,Junior,30.47,267895,0.2894,190375,0.2385,45407,10,0.4847,0.6408,155.92,0.0495,0.3369,0.1989,0.412,low 8700,DRC,2021,capital,Education,Junior,95.53,633814,0.3352,421329,0.1958,82484,9,0.555,0.673,137.25,0.0646,0.2962,0.2014,0.3883,low 8701,Ethiopia,2025,remote,Agriculture,Junior,129.15,1369268,0.4939,693013,0.1305,90417,8,0.4947,0.6711,112.64,0.0613,0.3241,0.2225,0.3345,critical 8702,Nigeria,2022,remote,Social_Services,Junior,218.92,4610399,0.4018,2757952,0.1663,458551,17,0.5814,0.8179,206.66,0.0688,0.4663,0.4222,0.4452,low 8703,Mozambique,2020,rural,Justice,Senior,29.66,334984,0.3248,226173,0.1351,30562,9,0.5832,0.6267,209.17,0.0709,0.3088,0.1973,0.3697,low 8704,Nigeria,2019,urban,Education,Director,203.29,4410474,0.2646,3243435,0.3751,1216664,22,0.5542,0.7195,518.14,0.0696,0.5175,0.3864,0.5309,moderate 8705,Mozambique,2020,rural,Justice,Mid_Level,29.66,264755,0.3412,174430,0.1646,28704,14,0.5227,0.6137,151.19,0.0562,0.3005,0.2321,0.3862,low 8706,Botswana,2023,rural,Education,Senior,2.56,123702,0.164,103418,0.3751,38796,46,0.7686,0.8383,935.66,0.086,0.6329,0.6575,0.6726,high 8707,Senegal,2018,rural,Health,Junior,15.34,343608,0.2435,259938,0.2571,66832,26,0.6848,0.8215,252.14,0.0627,0.5159,0.4557,0.5388,moderate 8708,DRC,2021,rural,Security,Junior,95.53,647387,0.4643,346834,0.1231,42687,8,0.5507,0.6467,87.18,0.0498,0.3207,0.1672,0.3305,critical 8709,Senegal,2019,urban,Education,Junior,15.76,337827,0.1383,291094,0.308,89654,25,0.5395,0.8073,196.24,0.061,0.5599,0.375,0.5695,moderate 8710,Kenya,2024,capital,Finance,Junior,55.0,2130472,0.118,1879041,0.5025,944205,38,0.659,0.9011,447.09,0.0832,0.7964,0.7186,0.7278,high 8711,Mozambique,2023,capital,Health,Junior,32.13,297373,0.2623,219361,0.2226,48834,12,0.5787,0.5961,116.02,0.0707,0.3032,0.2114,0.411,low 8712,South Africa,2023,rural,Administration,Senior,61.51,2966637,0.1857,2415699,0.3938,951187,39,0.6789,0.8561,965.43,0.0917,0.7262,0.5739,0.6579,high 8713,Tanzania,2022,remote,Health,Mid_Level,63.15,1279129,0.2702,933491,0.1627,151872,16,0.5334,0.6849,283.64,0.0562,0.4463,0.4788,0.4584,low 8714,Rwanda,2024,urban,Health,Director,14.0,458239,0.1036,410744,0.5091,209092,56,0.6203,0.8746,1477.34,0.085,0.7208,0.6635,0.761,high 8715,Botswana,2019,urban,Education,Junior,2.41,99881,0.1244,87452,0.5219,45637,50,0.6792,0.8489,426.75,0.0885,0.6058,0.5519,0.7175,high 8716,Nigeria,2021,urban,Infrastructure,Junior,213.58,4136337,0.2507,3099260,0.3319,1028781,14,0.529,0.7586,230.7,0.0536,0.4655,0.3438,0.5,moderate 8717,Ethiopia,2021,capital,Social_Services,Junior,117.0,1587540,0.2314,1220207,0.2673,326150,7,0.5693,0.6645,131.72,0.0565,0.2576,0.2034,0.4223,low 8718,Botswana,2021,urban,Education,Senior,2.49,100457,0.1432,86073,0.459,39507,51,0.6762,0.7915,641.29,0.0829,0.7615,0.6988,0.7212,high 8719,Kenya,2021,rural,Education,Mid_Level,51.68,1853668,0.2103,1463911,0.3445,504299,37,0.6033,0.8013,371.2,0.0734,0.6621,0.7337,0.6358,moderate 8720,Kenya,2018,capital,Finance,Mid_Level,48.55,1602593,0.0967,1447628,0.4742,686524,40,0.6754,0.7725,357.72,0.0942,0.7959,0.523,0.6921,high 8721,Tanzania,2023,urban,Security,Junior,65.05,1045446,0.2203,815108,0.3049,248498,15,0.5441,0.6996,315.64,0.0612,0.4976,0.4314,0.5065,moderate 8722,Rwanda,2018,capital,Administration,Mid_Level,12.14,416582,0.0961,376546,0.4953,186513,41,0.6628,0.8282,392.06,0.0652,0.7517,0.531,0.7048,high 8723,Ghana,2018,rural,Finance,Senior,30.01,770962,0.2026,614797,0.2836,174349,29,0.6496,0.7725,475.18,0.0627,0.4642,0.3232,0.5374,moderate 8724,Kenya,2021,urban,Health,Mid_Level,51.68,1745031,0.1319,1514789,0.3816,577986,27,0.6087,0.7946,620.92,0.075,0.7568,0.691,0.6439,moderate 8725,Uganda,2019,rural,Agriculture,Senior,41.86,335807,0.3294,225208,0.2021,45504,18,0.512,0.7301,382.01,0.0613,0.5688,0.4722,0.4768,low 8726,Botswana,2021,rural,Health,Mid_Level,2.49,101293,0.1366,87451,0.4321,37791,57,0.83,0.9115,401.46,0.0679,0.6096,0.6478,0.7288,high 8727,Botswana,2025,rural,Security,Senior,2.64,134246,0.1871,109127,0.4352,47489,57,0.706,0.7723,631.36,0.0947,0.6481,0.5718,0.6924,high 8728,Rwanda,2023,capital,Administration,Junior,13.67,455320,0.0952,411962,0.502,206810,51,0.6926,0.766,598.56,0.0851,0.645,0.6391,0.7225,high 8729,Uganda,2024,remote,Education,Mid_Level,49.0,416578,0.3793,258575,0.1402,36260,18,0.5626,0.7145,260.72,0.0537,0.5449,0.468,0.4437,low 8730,Nigeria,2023,rural,Education,Mid_Level,224.39,4917735,0.3064,3410762,0.2112,720359,20,0.5081,0.7275,317.3,0.0586,0.5605,0.3956,0.4809,low 8731,Ethiopia,2021,rural,Security,Mid_Level,117.0,1309927,0.3553,844468,0.1588,134135,10,0.4838,0.5891,138.69,0.0582,0.316,0.1607,0.3619,low 8732,Ethiopia,2024,remote,Health,Junior,126.0,1532133,0.4545,835852,0.1114,93131,11,0.5848,0.7089,148.15,0.0552,0.3437,0.1945,0.3519,low 8733,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,293758,0.2904,208442,0.2105,43880,12,0.6029,0.6994,113.77,0.0662,0.3377,0.2207,0.4208,low 8734,Tanzania,2021,rural,Finance,Junior,61.31,1145668,0.2178,896160,0.2016,180651,18,0.5562,0.7025,315.76,0.0719,0.4834,0.4332,0.488,low 8735,Kenya,2024,capital,Education,Mid_Level,55.0,1846751,0.1105,1642681,0.5176,850214,42,0.5814,0.8306,603.81,0.0875,0.7928,0.6657,0.7272,high 8736,Tanzania,2024,capital,Health,Junior,67.0,1343401,0.1888,1089826,0.3263,355643,20,0.6431,0.7808,180.2,0.0548,0.4371,0.4371,0.5389,moderate 8737,Tanzania,2025,urban,Agriculture,Mid_Level,69.01,1056801,0.1878,858314,0.2731,234435,18,0.5069,0.8152,252.41,0.0694,0.5074,0.4513,0.5345,moderate 8738,South Africa,2019,capital,Health,Executive,59.58,2721171,0.1219,2389441,0.5404,1291289,50,0.7343,0.7908,1900.34,0.0766,0.7819,0.6255,0.739,high 8739,Ghana,2019,urban,Social_Services,Mid_Level,30.64,666816,0.1971,535369,0.4334,232024,31,0.584,0.7184,254.48,0.0544,0.5307,0.4451,0.5919,moderate 8740,Botswana,2024,rural,Social_Services,Senior,2.6,105298,0.1904,85248,0.3715,31668,35,0.6836,0.8793,895.52,0.067,0.7876,0.5824,0.6517,high 8741,South Africa,2018,urban,Finance,Junior,59.11,3507691,0.1389,3020457,0.5451,1646404,30,0.6796,0.8077,417.14,0.0758,0.6955,0.5693,0.6742,high 8742,DRC,2025,urban,Education,Senior,108.36,608451,0.4187,353678,0.1817,64251,7,0.5812,0.6438,149.94,0.0531,0.2846,0.2295,0.3562,low 8743,South Africa,2023,rural,Finance,Senior,61.51,3115254,0.1979,2498745,0.3141,784836,49,0.5933,0.9323,974.85,0.0719,0.7749,0.6351,0.6824,high 8744,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,351244,0.2545,261846,0.1918,50223,11,0.5821,0.59,154.13,0.0582,0.2914,0.2296,0.4024,low 8745,Uganda,2021,rural,Security,Junior,44.58,408061,0.4067,242103,0.2182,52825,11,0.5397,0.749,185.25,0.0653,0.4781,0.383,0.4288,low 8746,Senegal,2023,rural,Social_Services,Senior,17.53,385995,0.2416,292724,0.2659,77842,18,0.4892,0.6908,332.92,0.058,0.5221,0.3958,0.4965,low 8747,Ethiopia,2025,capital,Health,Director,129.15,1398364,0.311,963457,0.2353,226714,8,0.4888,0.7007,312.36,0.0665,0.304,0.1666,0.4032,low 8748,DRC,2020,rural,Infrastructure,Senior,92.57,595901,0.5084,292916,0.1348,39473,10,0.4673,0.7078,165.38,0.0665,0.3143,0.1884,0.338,critical 8749,Senegal,2024,capital,Education,Senior,18.0,398045,0.121,349885,0.4002,140017,20,0.5047,0.6824,286.77,0.0563,0.5131,0.4311,0.5666,moderate 8750,Botswana,2023,capital,Social_Services,Senior,2.56,109463,0.1238,95910,0.5237,50230,35,0.64,0.7815,781.72,0.0812,0.6209,0.695,0.6863,high 8751,Mozambique,2022,capital,Agriculture,Junior,31.29,321138,0.2674,235279,0.2095,49290,9,0.5568,0.7137,118.83,0.067,0.3377,0.2111,0.42,low 8752,Ethiopia,2019,rural,Education,Junior,111.37,1398960,0.4537,764195,0.18,137525,11,0.5472,0.6682,154.4,0.0625,0.2954,0.2091,0.3597,low 8753,Nigeria,2023,remote,Education,Junior,224.39,4450247,0.413,2612238,0.158,412798,24,0.6772,0.8236,270.25,0.0657,0.48,0.4665,0.4644,low 8754,Kenya,2018,urban,Administration,Mid_Level,48.55,1809889,0.1361,1563576,0.3746,585677,29,0.5626,0.7958,482.46,0.0886,0.6948,0.7359,0.6446,moderate 8755,Senegal,2020,urban,Social_Services,Mid_Level,16.18,306542,0.1618,256950,0.3047,78302,25,0.5957,0.7718,234.3,0.0488,0.4474,0.3569,0.5444,moderate 8756,Botswana,2018,urban,Education,Senior,2.38,99898,0.1454,85373,0.4897,41804,42,0.6088,0.8838,619.92,0.0739,0.7548,0.6676,0.7159,high 8757,Botswana,2021,remote,Education,Mid_Level,2.49,119837,0.2441,90583,0.2763,25029,40,0.5748,0.7946,448.28,0.074,0.6083,0.5474,0.5928,moderate 8758,Kenya,2020,urban,Health,Mid_Level,50.61,1634189,0.1307,1420524,0.47,667576,29,0.6489,0.9075,641.62,0.082,0.6769,0.611,0.6722,high 8759,Rwanda,2020,capital,Infrastructure,Junior,12.73,345417,0.0797,317873,0.5366,170575,51,0.7327,0.9063,569.8,0.0788,0.6364,0.5363,0.7449,high 8760,Mozambique,2022,capital,Security,Junior,31.29,287162,0.2683,210105,0.229,48121,11,0.5227,0.628,92.35,0.0676,0.2736,0.1793,0.4072,low 8761,Tanzania,2019,rural,Finance,Junior,57.79,954364,0.239,726241,0.2023,146892,17,0.6339,0.6761,198.31,0.0561,0.4901,0.3485,0.4686,low 8762,Kenya,2021,urban,Administration,Junior,51.68,2033758,0.1466,1735545,0.3952,685847,34,0.7107,0.8044,506.49,0.0914,0.6158,0.6872,0.6481,moderate 8763,DRC,2019,capital,Social_Services,Mid_Level,89.7,596484,0.3807,369407,0.1621,59893,6,0.4495,0.6624,110.44,0.0509,0.278,0.2101,0.3585,low 8764,Botswana,2020,urban,Health,Junior,2.45,109591,0.1267,95703,0.4868,46591,54,0.8162,0.8956,350.6,0.0789,0.6313,0.7032,0.7428,high 8765,Ethiopia,2018,capital,Health,Mid_Level,108.65,1155966,0.3007,808319,0.211,170585,9,0.5951,0.6265,122.55,0.0614,0.3084,0.1826,0.3931,low 8766,Rwanda,2019,rural,ICT,Director,12.43,323904,0.1273,282667,0.353,99770,40,0.7298,0.9085,1015.39,0.0878,0.6673,0.7097,0.6804,high 8767,Botswana,2022,capital,Security,Junior,2.52,113059,0.1017,101563,0.4928,50054,42,0.5728,0.7983,621.69,0.0921,0.7017,0.6643,0.7091,high 8768,Ghana,2022,rural,Infrastructure,Mid_Level,32.62,827724,0.2387,630153,0.2847,179431,31,0.5874,0.8158,258.15,0.0568,0.4431,0.4762,0.5533,moderate 8769,Senegal,2021,rural,Security,Junior,16.62,327221,0.2369,249716,0.2592,64732,19,0.5275,0.8106,203.89,0.0702,0.5293,0.3669,0.5143,moderate 8770,Ghana,2022,rural,Education,Mid_Level,32.62,804824,0.2127,633627,0.3126,198085,20,0.6224,0.74,227.98,0.0505,0.5148,0.4171,0.5292,moderate 8771,South Africa,2024,remote,Health,Mid_Level,62.0,2977859,0.3136,2044068,0.2869,586485,29,0.531,0.9298,353.08,0.0732,0.7595,0.6559,0.5968,moderate 8772,DRC,2019,remote,Security,Junior,89.7,597894,0.6,239157,0.1,23915,9,0.4988,0.6009,100.33,0.0682,0.2733,0.1627,0.2812,critical 8773,Mozambique,2022,urban,Finance,Director,31.29,336115,0.2436,254221,0.2211,56201,8,0.5107,0.659,327.08,0.0703,0.2936,0.1943,0.412,low 8774,South Africa,2023,capital,Security,Junior,61.51,2972128,0.1357,2568807,0.4767,1224592,36,0.6743,0.904,435.78,0.0798,0.7175,0.6534,0.6979,high 8775,South Africa,2025,urban,Administration,Senior,62.5,2956030,0.1465,2523112,0.5392,1360577,49,0.7468,0.808,738.56,0.0721,0.6489,0.7413,0.7309,high 8776,Kenya,2025,urban,Health,Junior,56.15,1850422,0.142,1587672,0.4195,665999,44,0.5981,0.8415,553.08,0.0767,0.7443,0.6375,0.6938,high 8777,Rwanda,2024,capital,Social_Services,Junior,14.0,386862,0.0862,353502,0.4398,155469,45,0.7419,0.8834,636.78,0.0785,0.7019,0.5584,0.7094,high 8778,Mozambique,2019,remote,ICT,Mid_Level,28.88,272975,0.5505,122691,0.1134,13915,10,0.5356,0.6481,152.66,0.0481,0.2585,0.1674,0.3055,critical 8779,Ethiopia,2024,capital,Education,Junior,126.0,1395222,0.3256,940974,0.274,257780,9,0.5471,0.6232,152.93,0.0565,0.3396,0.1725,0.4043,low 8780,Rwanda,2020,capital,Finance,Junior,12.73,342632,0.0912,311373,0.5695,177313,41,0.578,0.8932,551.32,0.0936,0.773,0.7605,0.7594,high 8781,Rwanda,2023,rural,Security,Mid_Level,13.67,357582,0.1427,306551,0.3592,110100,48,0.7764,0.9227,463.64,0.0823,0.6547,0.6673,0.6947,high 8782,South Africa,2019,rural,ICT,Junior,59.58,2772406,0.1836,2263275,0.3705,838575,46,0.6006,0.852,532.0,0.0882,0.7376,0.7424,0.6875,high 8783,Kenya,2025,capital,Education,Junior,56.15,2245825,0.1293,1955506,0.5467,1069130,24,0.5798,0.9335,521.18,0.0871,0.7849,0.6071,0.6936,high 8784,DRC,2020,remote,Security,Junior,92.57,485247,0.6,194098,0.1,19409,5,0.5118,0.6221,135.4,0.0712,0.2745,0.1752,0.2758,critical 8785,Ghana,2018,remote,Agriculture,Mid_Level,30.01,760141,0.2973,534151,0.2371,126643,28,0.6509,0.6867,323.44,0.06,0.4278,0.4471,0.4954,low 8786,Ethiopia,2023,rural,Education,Mid_Level,122.93,1569059,0.3364,1041157,0.1503,156524,12,0.4944,0.631,90.04,0.0543,0.2961,0.2304,0.3808,low 8787,Kenya,2023,urban,Justice,Mid_Level,53.87,1652313,0.1398,1421379,0.4777,679052,41,0.6013,0.8727,407.04,0.067,0.6098,0.6581,0.6947,high 8788,Ethiopia,2018,capital,Infrastructure,Senior,108.65,1437302,0.2751,1041967,0.2114,220312,10,0.4837,0.6015,140.89,0.0612,0.2746,0.1937,0.3962,low 8789,DRC,2022,remote,Health,Junior,98.59,664228,0.5753,282109,0.1,28210,9,0.5744,0.6731,98.75,0.0639,0.3255,0.1927,0.3065,critical 8790,Rwanda,2025,urban,Justice,Junior,14.34,389274,0.1237,341124,0.3991,136142,36,0.7304,0.7716,528.19,0.0811,0.7126,0.6874,0.6646,high 8791,Nigeria,2018,rural,Agriculture,Mid_Level,198.33,4191702,0.2964,2949285,0.2096,618198,19,0.6024,0.7493,175.8,0.0706,0.4261,0.3533,0.4661,low 8792,Uganda,2025,capital,Security,Mid_Level,50.57,351855,0.2425,266522,0.2994,79786,17,0.4928,0.7272,289.63,0.0657,0.5067,0.465,0.513,moderate 8793,Senegal,2025,urban,Education,Junior,18.49,467101,0.1359,403637,0.3571,144150,15,0.4948,0.761,280.61,0.0695,0.4992,0.4205,0.5489,moderate 8794,DRC,2024,capital,Justice,Junior,105.0,558025,0.2708,406888,0.1821,74112,9,0.4722,0.6713,144.64,0.0572,0.2626,0.1965,0.3969,low 8795,Senegal,2018,urban,Social_Services,Senior,15.34,349375,0.1539,295608,0.3471,102595,19,0.4945,0.7897,328.93,0.0562,0.5154,0.4196,0.5577,moderate 8796,Mozambique,2020,capital,Health,Senior,29.66,254996,0.3035,177611,0.2005,35611,10,0.539,0.6744,135.83,0.0675,0.3205,0.2015,0.4026,low 8797,Ghana,2022,capital,Finance,Junior,32.62,789665,0.1894,640106,0.4663,298513,25,0.5573,0.7173,283.31,0.07,0.4387,0.4652,0.5797,moderate 8798,Ethiopia,2022,capital,Health,Senior,119.93,1473381,0.2594,1091137,0.2525,275560,11,0.6218,0.6293,201.81,0.0617,0.3239,0.2362,0.4262,low 8799,Ethiopia,2018,urban,Education,Mid_Level,108.65,1419842,0.3647,902078,0.2393,215841,11,0.5019,0.6808,109.87,0.059,0.3305,0.2057,0.4019,low 8800,Nigeria,2023,remote,Education,Junior,224.39,4809859,0.3842,2961893,0.1886,558494,25,0.6805,0.7121,246.0,0.0583,0.5512,0.3582,0.4613,low 8801,South Africa,2018,rural,Administration,Junior,59.11,2677416,0.2548,1995183,0.4013,800628,39,0.6686,0.8501,561.42,0.0859,0.6071,0.6423,0.6366,moderate 8802,Botswana,2019,urban,Finance,Junior,2.41,97279,0.1177,85829,0.5718,49077,48,0.6439,0.9077,625.94,0.0724,0.7557,0.5289,0.7481,high 8803,Botswana,2025,capital,Administration,Mid_Level,2.64,112650,0.1336,97595,0.6233,60826,51,0.7436,0.8766,539.42,0.09,0.641,0.5503,0.7505,high 8804,Mozambique,2022,remote,Agriculture,Mid_Level,31.29,338733,0.5156,164092,0.1,16409,10,0.5149,0.6955,133.55,0.065,0.279,0.2131,0.3246,critical 8805,Tanzania,2023,rural,ICT,Senior,65.05,1227046,0.2722,893060,0.2542,227046,16,0.5559,0.7102,430.98,0.0611,0.49,0.3567,0.4767,low 8806,Mozambique,2021,rural,Security,Director,30.47,295969,0.3544,191081,0.1548,29584,11,0.5629,0.6707,216.43,0.066,0.3376,0.1741,0.3794,low 8807,South Africa,2023,urban,Education,Junior,61.51,2909740,0.1372,2510560,0.4782,1200546,38,0.6555,0.9341,395.79,0.0881,0.7947,0.7335,0.7232,high 8808,Tanzania,2020,urban,Infrastructure,Senior,59.53,972161,0.1879,789480,0.3029,239138,19,0.6104,0.7441,420.24,0.0492,0.5021,0.4337,0.5314,moderate 8809,Botswana,2018,rural,Security,Mid_Level,2.38,122289,0.1951,98433,0.425,41830,33,0.7198,0.9149,522.17,0.0891,0.7601,0.7282,0.676,high 8810,Botswana,2023,urban,Agriculture,Mid_Level,2.56,126742,0.1261,110764,0.5229,57916,55,0.6759,0.7695,380.36,0.0787,0.6172,0.7788,0.7417,high 8811,Mozambique,2024,urban,Education,Junior,33.0,288319,0.2567,214294,0.1684,36090,13,0.4773,0.6119,140.72,0.0591,0.3061,0.2156,0.4044,low 8812,Mozambique,2025,urban,Finance,Mid_Level,33.89,348268,0.2315,267637,0.1684,45059,13,0.4855,0.6686,132.39,0.0691,0.2977,0.2258,0.4193,low 8813,Botswana,2021,remote,Health,Mid_Level,2.49,125109,0.2106,98763,0.3146,31074,43,0.6528,0.8665,622.19,0.0928,0.7468,0.6587,0.654,high 8814,Tanzania,2021,urban,Administration,Senior,61.31,1026273,0.2301,790112,0.2689,212450,13,0.5764,0.7497,335.94,0.0592,0.4966,0.43,0.4973,low 8815,Nigeria,2019,rural,Agriculture,Junior,203.29,4074643,0.2495,3057865,0.2395,732300,17,0.5718,0.7341,237.25,0.057,0.5417,0.3823,0.4925,low 8816,Rwanda,2021,rural,Security,Junior,13.04,425829,0.1528,360742,0.3376,121772,52,0.7258,0.846,400.53,0.0778,0.6308,0.7486,0.691,high 8817,Kenya,2025,rural,Social_Services,Junior,56.15,1840177,0.1706,1526274,0.3227,492595,37,0.5997,0.8599,567.61,0.071,0.7846,0.6431,0.6523,high 8818,Nigeria,2024,urban,Finance,Senior,230.0,4291393,0.1923,3466190,0.3741,1296571,20,0.5515,0.7503,383.84,0.0654,0.5546,0.3709,0.5505,moderate 8819,Kenya,2021,capital,Social_Services,Junior,51.68,1683747,0.1295,1465654,0.504,738646,24,0.6532,0.8168,580.06,0.0786,0.649,0.7602,0.667,high 8820,Ghana,2020,remote,Social_Services,Junior,31.29,840910,0.3248,567744,0.1881,106819,25,0.6002,0.7048,300.59,0.0557,0.571,0.3819,0.4793,low 8821,South Africa,2018,urban,Justice,Mid_Level,59.11,2718238,0.1915,2197744,0.5309,1166692,32,0.6754,0.7734,569.24,0.0758,0.7093,0.608,0.6626,high 8822,Ethiopia,2021,rural,Health,Senior,117.0,1387887,0.4116,816572,0.156,127419,12,0.5892,0.6944,159.89,0.0701,0.3025,0.236,0.3741,low 8823,DRC,2019,remote,Health,Mid_Level,89.7,479081,0.6,191632,0.1,19163,7,0.4884,0.7016,142.18,0.0615,0.3239,0.1779,0.2979,critical 8824,Senegal,2022,urban,Education,Mid_Level,17.07,338221,0.1384,291394,0.3714,108234,19,0.496,0.764,232.05,0.0527,0.5599,0.4299,0.5693,moderate 8825,South Africa,2025,remote,Health,Senior,62.5,3363540,0.2652,2471597,0.3086,762743,51,0.7122,0.8225,665.17,0.0813,0.7169,0.6372,0.6472,moderate 8826,Mozambique,2022,urban,Social_Services,Mid_Level,31.29,300333,0.3281,201782,0.213,42980,13,0.4818,0.6209,115.96,0.0507,0.2576,0.1809,0.3907,low 8827,Uganda,2021,urban,Social_Services,Senior,44.58,388172,0.2333,297607,0.305,90757,19,0.5614,0.7525,358.9,0.0531,0.4553,0.3723,0.511,moderate 8828,DRC,2020,capital,Health,Mid_Level,92.57,575623,0.2782,415469,0.1663,69084,8,0.5588,0.7079,149.7,0.0554,0.2814,0.1904,0.3954,low 8829,DRC,2025,urban,Justice,Junior,108.36,654407,0.3542,422591,0.1766,74631,8,0.5363,0.6612,128.69,0.0678,0.2812,0.1951,0.3724,low 8830,Nigeria,2023,remote,Justice,Senior,224.39,4028798,0.4059,2393472,0.1583,378774,14,0.5467,0.7914,433.88,0.0528,0.4602,0.4543,0.4332,low 8831,Senegal,2023,rural,Health,Director,17.53,430625,0.2023,343502,0.2697,92640,26,0.6518,0.7532,498.23,0.0531,0.4646,0.3482,0.5261,moderate 8832,Rwanda,2023,capital,Education,Junior,13.67,355658,0.1068,317665,0.5489,174361,55,0.613,0.7932,638.68,0.0834,0.6781,0.6923,0.754,high 8833,Ethiopia,2018,rural,ICT,Junior,108.65,1270169,0.3906,774099,0.1461,113093,10,0.6136,0.6523,85.54,0.0668,0.3212,0.2194,0.3658,low 8834,Uganda,2025,remote,Infrastructure,Mid_Level,50.57,350863,0.476,183853,0.1441,26485,17,0.5818,0.7413,261.66,0.0548,0.4862,0.3697,0.4063,low 8835,Ghana,2024,capital,Security,Junior,34.0,835086,0.1456,713523,0.4731,337535,26,0.6175,0.7804,268.93,0.05,0.5143,0.448,0.6102,moderate 8836,Botswana,2025,capital,Health,Senior,2.64,107088,0.0923,97201,0.5964,57974,40,0.7449,0.7685,735.95,0.0672,0.7521,0.7772,0.7442,high 8837,Ghana,2023,urban,Health,Junior,33.3,881665,0.1908,713473,0.4054,289221,31,0.5528,0.7963,275.69,0.0589,0.435,0.3878,0.5829,moderate 8838,Kenya,2019,rural,Security,Junior,49.57,1861026,0.1707,1543288,0.3219,496790,27,0.6145,0.9269,624.71,0.0789,0.6956,0.5837,0.6223,moderate 8839,Mozambique,2024,capital,ICT,Mid_Level,33.0,315149,0.2712,229695,0.2407,55283,13,0.4957,0.6506,122.86,0.0603,0.2622,0.166,0.4153,low 8840,Ethiopia,2024,capital,Education,Junior,126.0,1656214,0.2604,1224886,0.2207,270320,12,0.6099,0.5863,121.31,0.0609,0.2975,0.1858,0.4063,low 8841,Ghana,2023,urban,Justice,Junior,33.3,772977,0.1678,643295,0.3299,212198,21,0.6153,0.7008,287.33,0.0716,0.5006,0.349,0.5331,moderate 8842,Mozambique,2022,urban,Health,Mid_Level,31.29,323583,0.2415,245451,0.1916,47032,12,0.5205,0.6812,85.34,0.0594,0.3403,0.2267,0.4264,low 8843,Botswana,2024,capital,Health,Mid_Level,2.6,125894,0.0991,113421,0.5386,61083,52,0.6822,0.8833,487.27,0.0937,0.7541,0.6872,0.7665,high 8844,Nigeria,2018,remote,Agriculture,Junior,198.33,4094615,0.4106,2413249,0.2041,492528,17,0.5426,0.7867,315.94,0.0714,0.5072,0.366,0.4462,low 8845,Tanzania,2019,capital,Social_Services,Director,57.79,1121062,0.1957,901635,0.3489,314583,22,0.5599,0.7521,483.75,0.0661,0.5586,0.3323,0.5452,moderate 8846,Ethiopia,2019,rural,Health,Junior,111.37,1150216,0.3994,690820,0.1823,125928,9,0.521,0.7117,128.44,0.0502,0.3403,0.2137,0.3804,low 8847,South Africa,2023,rural,Education,Executive,61.51,3542622,0.1965,2846549,0.361,1027720,29,0.525,0.8795,1772.85,0.0755,0.7567,0.625,0.6337,moderate 8848,DRC,2023,rural,Security,Junior,101.74,606385,0.4645,324739,0.1125,36537,5,0.4569,0.5924,105.35,0.0609,0.3129,0.1781,0.3125,critical 8849,DRC,2020,remote,Finance,Junior,92.57,586391,0.6,234556,0.1,23455,7,0.4928,0.6674,152.74,0.0529,0.3435,0.218,0.2988,critical 8850,Kenya,2025,urban,Security,Senior,56.15,1945756,0.1511,1651796,0.4624,763811,39,0.6699,0.8161,932.34,0.0945,0.6121,0.5967,0.6686,high 8851,DRC,2018,urban,Health,Junior,86.92,564084,0.2995,395121,0.181,71516,8,0.542,0.5884,114.15,0.066,0.2995,0.2087,0.3794,low 8852,Kenya,2020,capital,Education,Junior,50.61,1719536,0.1356,1486295,0.5374,798771,35,0.6495,0.8003,526.13,0.0804,0.7126,0.6819,0.6974,high 8853,Ghana,2025,urban,Infrastructure,Mid_Level,34.71,864787,0.2045,687926,0.352,242173,31,0.5716,0.8122,234.68,0.0494,0.527,0.463,0.5852,moderate 8854,Nigeria,2023,capital,Education,Junior,224.39,5157839,0.1749,4255676,0.399,1698109,15,0.4824,0.7997,241.16,0.0608,0.5237,0.3462,0.5505,moderate 8855,Tanzania,2021,capital,Education,Mid_Level,61.31,1134472,0.1507,963486,0.3322,320038,13,0.5533,0.7361,182.68,0.0618,0.4355,0.3455,0.5164,moderate 8856,Ethiopia,2021,capital,Administration,Junior,117.0,1278565,0.3287,858294,0.2166,185894,7,0.5796,0.5886,84.56,0.0654,0.3329,0.1839,0.3794,low 8857,Ethiopia,2022,remote,Infrastructure,Director,119.93,1254128,0.4687,666365,0.1237,82421,7,0.4531,0.5871,366.16,0.0598,0.3419,0.1762,0.3211,critical 8858,DRC,2021,capital,Education,Senior,95.53,611767,0.3584,392500,0.2035,79874,8,0.5969,0.6166,183.91,0.0634,0.2996,0.2105,0.3748,low 8859,Senegal,2022,remote,Justice,Mid_Level,17.07,359633,0.2407,273060,0.1945,53105,20,0.6583,0.7463,293.87,0.0582,0.493,0.3216,0.4818,low 8860,Mozambique,2025,urban,Infrastructure,Executive,33.89,319445,0.233,245019,0.1762,43182,13,0.5649,0.6388,618.12,0.0713,0.2721,0.2055,0.4119,low 8861,Senegal,2023,capital,Education,Junior,17.53,392936,0.1576,331021,0.41,135725,16,0.515,0.7803,211.02,0.0682,0.509,0.3327,0.5543,moderate 8862,Ghana,2021,rural,Justice,Mid_Level,31.94,742404,0.2793,535087,0.2426,129831,22,0.5968,0.7269,296.05,0.0632,0.4667,0.3973,0.4913,low 8863,DRC,2019,urban,Justice,Junior,89.7,553088,0.3733,346620,0.1808,62663,7,0.4793,0.7104,115.02,0.0491,0.3287,0.1627,0.3751,low 8864,Kenya,2022,urban,Social_Services,Director,52.76,1616403,0.1176,1426300,0.4676,666990,38,0.5624,0.8192,1172.13,0.0704,0.7182,0.6175,0.689,high 8865,DRC,2019,remote,Education,Junior,89.7,588499,0.6,235399,0.1032,24284,6,0.5787,0.6428,106.19,0.0546,0.2599,0.1799,0.2812,critical 8866,Nigeria,2023,capital,Education,Junior,224.39,4456849,0.2324,3421076,0.3767,1288769,15,0.605,0.7599,248.08,0.0706,0.4315,0.331,0.5138,moderate 8867,Ethiopia,2024,remote,Agriculture,Junior,126.0,1476531,0.5673,638948,0.1319,84255,12,0.6149,0.6833,143.26,0.0619,0.3446,0.1703,0.3251,critical 8868,Ghana,2020,rural,Education,Junior,31.29,825375,0.2001,660251,0.281,185550,19,0.5958,0.6822,194.31,0.0661,0.4535,0.4131,0.5067,moderate 8869,DRC,2022,rural,Infrastructure,Junior,98.59,620668,0.4351,350601,0.1304,45715,7,0.5348,0.6993,102.12,0.049,0.3406,0.1813,0.3484,critical 8870,Tanzania,2023,remote,ICT,Junior,65.05,1275911,0.337,845904,0.174,147188,18,0.6477,0.8172,280.03,0.063,0.4307,0.3402,0.4539,low 8871,South Africa,2021,capital,Health,Junior,60.54,2992197,0.1469,2552790,0.4824,1231342,46,0.7553,0.9159,434.45,0.0652,0.6553,0.6573,0.7175,high 8872,Senegal,2024,remote,Social_Services,Junior,18.0,366316,0.3007,256178,0.2012,51543,20,0.6669,0.7262,299.41,0.0608,0.4945,0.3434,0.4679,low 8873,South Africa,2025,urban,Agriculture,Senior,62.5,3090153,0.1429,2648682,0.439,1162822,43,0.7108,0.8216,555.49,0.0695,0.7954,0.7495,0.7093,high 8874,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,1084229,0.184,884712,0.3534,312651,15,0.5767,0.6985,324.76,0.0607,0.508,0.4772,0.5331,moderate 8875,Tanzania,2022,urban,Security,Mid_Level,63.15,1164195,0.1594,978587,0.3262,319172,17,0.4943,0.6994,183.35,0.0556,0.4617,0.4745,0.5327,moderate 8876,Nigeria,2024,urban,Social_Services,Mid_Level,230.0,4511411,0.261,3334044,0.2839,946590,20,0.6109,0.798,266.76,0.0607,0.4994,0.3894,0.5143,moderate 8877,Ethiopia,2022,urban,Agriculture,Junior,119.93,1528468,0.3398,1009100,0.2455,247708,8,0.5012,0.667,95.08,0.0642,0.3021,0.167,0.3934,low 8878,Mozambique,2023,rural,Education,Junior,32.13,312641,0.4529,171046,0.1621,27734,9,0.5317,0.6129,103.62,0.0626,0.2572,0.2276,0.3402,critical 8879,Uganda,2022,rural,Health,Mid_Level,46.01,421205,0.3693,265669,0.2165,57509,17,0.5782,0.7855,245.71,0.0649,0.4412,0.4069,0.4569,low 8880,Ghana,2022,urban,Health,Junior,32.62,934752,0.1669,778762,0.4422,344388,28,0.5812,0.7702,204.62,0.0507,0.5441,0.4422,0.603,moderate 8881,Tanzania,2021,rural,Infrastructure,Mid_Level,61.31,967510,0.275,701477,0.2544,178436,13,0.617,0.7295,227.69,0.0647,0.5597,0.3453,0.4773,low 8882,Nigeria,2021,capital,Education,Mid_Level,213.58,4875712,0.1872,3962880,0.3092,1225147,23,0.5054,0.7184,261.94,0.0491,0.5285,0.3717,0.5358,moderate 8883,Ghana,2019,capital,Social_Services,Junior,30.64,861496,0.133,746937,0.3966,296249,31,0.6157,0.6763,190.86,0.0577,0.5666,0.3267,0.5842,moderate 8884,Uganda,2025,urban,Agriculture,Junior,50.57,396725,0.2844,283899,0.2828,80295,16,0.5152,0.8042,293.78,0.0498,0.4822,0.3642,0.4949,low 8885,Kenya,2018,rural,ICT,Junior,48.55,1535868,0.1832,1254432,0.3555,445987,43,0.6592,0.8097,491.63,0.0889,0.6062,0.7284,0.6555,high 8886,South Africa,2018,urban,ICT,Senior,59.11,2769359,0.1895,2244612,0.4282,961063,50,0.6822,0.9146,598.51,0.0883,0.609,0.6917,0.7019,high 8887,Uganda,2024,urban,Administration,Director,49.0,379680,0.3089,262404,0.2669,70027,17,0.636,0.7742,523.44,0.0501,0.4557,0.3615,0.4798,low 8888,Nigeria,2023,rural,Health,Executive,224.39,3926627,0.3097,2710531,0.2458,666128,23,0.5046,0.741,728.26,0.0592,0.4963,0.3246,0.4848,low 8889,DRC,2020,rural,Justice,Mid_Level,92.57,580816,0.5275,274441,0.1359,37302,7,0.525,0.7146,108.84,0.0648,0.3357,0.1756,0.3279,critical 8890,Nigeria,2019,urban,Justice,Mid_Level,203.29,3485789,0.2246,2702965,0.3139,848504,18,0.4973,0.816,293.91,0.0489,0.4862,0.3377,0.5221,moderate 8891,Ghana,2021,capital,Health,Senior,31.94,747571,0.1804,612745,0.3965,242983,30,0.5497,0.7397,467.12,0.0554,0.4465,0.4117,0.5758,moderate 8892,Mozambique,2021,capital,Health,Senior,30.47,332436,0.2184,259838,0.2462,63982,9,0.483,0.6886,176.95,0.0567,0.261,0.2206,0.4309,low 8893,DRC,2020,remote,Health,Junior,92.57,571251,0.6,228500,0.1,22850,8,0.5268,0.6326,97.32,0.0662,0.3142,0.1884,0.2902,critical 8894,Botswana,2018,urban,Security,Executive,2.38,93050,0.1035,83423,0.5646,47101,58,0.8111,0.9004,2487.05,0.0774,0.6222,0.5798,0.7656,high 8895,Mozambique,2022,capital,Agriculture,Mid_Level,31.29,295348,0.2721,214981,0.2405,51693,12,0.5438,0.6922,112.52,0.0671,0.3313,0.1766,0.4267,low 8896,Ethiopia,2024,capital,Justice,Junior,126.0,1500907,0.2415,1138363,0.2521,286931,12,0.5571,0.6676,130.36,0.059,0.3197,0.2242,0.4372,low 8897,Ethiopia,2020,remote,Infrastructure,Mid_Level,114.15,1494780,0.426,858012,0.1353,116046,11,0.4771,0.5937,90.17,0.0695,0.3107,0.1644,0.3414,critical 8898,Nigeria,2025,rural,Education,Mid_Level,235.75,5346065,0.2514,4002083,0.2648,1059696,20,0.5535,0.7696,283.46,0.0693,0.4953,0.444,0.5127,moderate 8899,Senegal,2023,capital,Security,Mid_Level,17.53,368576,0.1164,325677,0.3633,118303,25,0.6542,0.7409,308.54,0.0671,0.5177,0.4533,0.5824,moderate 8900,South Africa,2023,urban,Finance,Junior,61.51,2893877,0.1769,2381979,0.484,1152809,36,0.5978,0.8801,630.72,0.0734,0.637,0.6384,0.6763,high 8901,Rwanda,2021,rural,Health,Mid_Level,13.04,441349,0.1718,365530,0.3236,118290,35,0.6839,0.8066,539.5,0.0791,0.7248,0.6107,0.63,moderate 8902,Rwanda,2018,remote,Administration,Mid_Level,12.14,333095,0.2093,263392,0.2276,59953,46,0.7712,0.8248,360.71,0.0851,0.7576,0.6342,0.6325,moderate 8903,Tanzania,2024,rural,Education,Junior,67.0,1213497,0.243,918563,0.2303,211578,23,0.5347,0.7608,202.05,0.0481,0.5725,0.4428,0.52,moderate 8904,Mozambique,2019,urban,Health,Mid_Level,28.88,327146,0.2631,241065,0.1944,46852,9,0.6052,0.7113,117.1,0.0523,0.3247,0.2163,0.4161,low 8905,Mozambique,2019,remote,Administration,Junior,28.88,251750,0.5523,112708,0.1,11270,11,0.5391,0.6123,122.21,0.0527,0.3411,0.1622,0.3066,critical 8906,DRC,2023,remote,Infrastructure,Director,101.74,671754,0.522,321107,0.1,32110,7,0.5154,0.7104,301.61,0.0662,0.2582,0.2182,0.3162,critical 8907,South Africa,2024,urban,Finance,Mid_Level,62.0,2997730,0.1631,2508804,0.4908,1231228,32,0.7197,0.822,492.56,0.0697,0.7947,0.7131,0.686,high 8908,Ethiopia,2018,rural,Finance,Senior,108.65,1162017,0.3815,718665,0.1721,123690,7,0.5773,0.6951,160.19,0.0672,0.2737,0.2043,0.3672,low 8909,Mozambique,2019,urban,Health,Mid_Level,28.88,293508,0.2354,224419,0.2207,49534,13,0.4719,0.692,106.01,0.0496,0.267,0.2362,0.433,low 8910,Senegal,2023,remote,ICT,Junior,17.53,356972,0.2942,251951,0.1885,47491,17,0.5408,0.6766,221.47,0.0563,0.443,0.4163,0.4535,low 8911,Rwanda,2020,rural,ICT,Junior,12.73,436617,0.1298,379963,0.3029,115094,49,0.6478,0.8408,408.23,0.0864,0.7909,0.7542,0.6964,high 8912,Botswana,2023,rural,Administration,Junior,2.56,120428,0.1491,102471,0.4114,42158,55,0.6935,0.8262,594.65,0.0827,0.768,0.6185,0.7157,high 8913,Ghana,2019,urban,Security,Mid_Level,30.64,701093,0.1966,563239,0.3355,188944,30,0.5715,0.6834,315.36,0.0674,0.4896,0.4348,0.5547,moderate 8914,Ghana,2023,rural,Education,Junior,33.3,914070,0.2246,708800,0.3216,227946,30,0.5845,0.7383,202.95,0.0614,0.4637,0.4346,0.5498,moderate 8915,Ghana,2023,capital,Education,Executive,33.3,881740,0.1581,742315,0.411,305096,29,0.6802,0.7827,1130.79,0.0499,0.5543,0.4266,0.6012,moderate 8916,Botswana,2021,urban,Infrastructure,Junior,2.49,96764,0.1056,86544,0.4849,41964,42,0.6666,0.9314,472.93,0.0948,0.6796,0.7435,0.7318,high 8917,Ghana,2025,rural,Health,Mid_Level,34.71,863967,0.2767,624896,0.2402,150084,31,0.6803,0.7911,285.0,0.0564,0.4376,0.4793,0.5287,moderate 8918,Uganda,2024,urban,Security,Junior,49.0,391350,0.2821,280954,0.3073,86335,10,0.4683,0.7596,288.94,0.0539,0.4865,0.382,0.4821,low 8919,Uganda,2023,urban,Health,Director,47.48,411979,0.2373,314231,0.2387,75005,16,0.6354,0.6772,687.32,0.0659,0.4443,0.4128,0.4776,low 8920,Tanzania,2018,capital,Health,Junior,56.11,1041102,0.1458,889353,0.371,329944,13,0.5881,0.7627,213.26,0.0578,0.5113,0.4332,0.5477,moderate 8921,South Africa,2018,capital,Education,Junior,59.11,3373221,0.1266,2946082,0.5793,1706685,41,0.7024,0.7791,381.23,0.0926,0.7726,0.6588,0.7257,high 8922,Uganda,2018,capital,Health,Junior,40.56,357294,0.1926,288478,0.3172,91491,17,0.6092,0.7212,269.51,0.061,0.5297,0.4366,0.5284,moderate 8923,DRC,2025,remote,Education,Director,108.36,703862,0.6,281544,0.1,28154,6,0.4697,0.6322,314.11,0.0491,0.2656,0.2051,0.2819,critical 8924,Senegal,2020,urban,Infrastructure,Mid_Level,16.18,312736,0.1633,261651,0.3589,93895,21,0.6266,0.691,285.47,0.0698,0.5356,0.4384,0.5524,moderate 8925,Mozambique,2022,remote,Administration,Junior,31.29,320437,0.4611,172675,0.1,17267,9,0.536,0.635,100.14,0.065,0.3032,0.2067,0.3285,critical 8926,Ethiopia,2022,capital,Infrastructure,Mid_Level,119.93,1277521,0.3339,850909,0.2398,204058,7,0.6026,0.6855,128.18,0.0599,0.3134,0.2131,0.3994,low 8927,Senegal,2021,urban,Health,Senior,16.62,316484,0.1673,263543,0.3391,89379,15,0.6007,0.7141,413.68,0.059,0.5476,0.4205,0.5344,moderate 8928,Ghana,2020,rural,Security,Mid_Level,31.29,859676,0.2811,617984,0.2645,163479,20,0.5383,0.7227,243.23,0.049,0.445,0.3896,0.4877,low 8929,Ethiopia,2023,remote,Health,Junior,122.93,1442443,0.4396,808353,0.1077,87033,7,0.5149,0.6598,119.08,0.062,0.3319,0.2113,0.3378,critical 8930,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,401625,0.1103,357320,0.4688,167521,37,0.6275,0.7839,473.36,0.073,0.7389,0.5474,0.6783,high 8931,Tanzania,2022,remote,Education,Junior,63.15,1215206,0.3809,752391,0.1881,141549,20,0.5596,0.7149,256.46,0.0629,0.428,0.3718,0.439,low 8932,Tanzania,2020,urban,Health,Director,59.53,1214003,0.2262,939363,0.3392,318631,13,0.6027,0.7283,497.04,0.0641,0.5437,0.36,0.5104,moderate 8933,Senegal,2019,capital,Justice,Mid_Level,15.76,372692,0.1357,322128,0.3786,121962,15,0.5728,0.7764,314.81,0.0709,0.4637,0.4067,0.5517,moderate 8934,Ghana,2022,capital,Education,Junior,32.62,830359,0.1909,671864,0.3805,255622,30,0.5288,0.7821,242.89,0.0484,0.5642,0.3277,0.5789,moderate 8935,South Africa,2020,capital,ICT,Mid_Level,60.06,2827118,0.1641,2363294,0.6178,1460130,40,0.6124,0.8641,534.81,0.0795,0.7813,0.6708,0.7383,high 8936,Senegal,2023,rural,Finance,Junior,17.53,409647,0.1856,333621,0.261,87089,20,0.5646,0.8017,204.24,0.0563,0.5128,0.3682,0.5272,moderate 8937,Nigeria,2025,urban,Finance,Mid_Level,235.75,4785534,0.2001,3827742,0.3088,1182046,25,0.5979,0.7274,317.41,0.0628,0.5288,0.3642,0.5381,moderate 8938,South Africa,2019,urban,Finance,Senior,59.58,2895781,0.1779,2380503,0.4884,1162570,45,0.7701,0.794,907.64,0.0897,0.7367,0.5591,0.6888,high 8939,Uganda,2023,urban,ICT,Junior,47.48,340194,0.299,238474,0.2984,71157,14,0.6072,0.7699,275.6,0.0568,0.4573,0.3407,0.4801,low 8940,Kenya,2024,remote,Agriculture,Mid_Level,55.0,1650971,0.2611,1219931,0.2687,327780,33,0.6752,0.89,377.55,0.0815,0.6522,0.6949,0.6026,moderate 8941,Kenya,2019,rural,Finance,Senior,49.57,1883997,0.193,1520317,0.2759,419460,40,0.6819,0.7873,667.73,0.0959,0.7844,0.6001,0.6273,moderate 8942,Senegal,2021,capital,ICT,Director,16.62,323387,0.1351,279709,0.3333,93225,26,0.5976,0.8171,489.88,0.0499,0.564,0.4682,0.5903,moderate 8943,Senegal,2024,urban,ICT,Junior,18.0,389867,0.1505,331202,0.3872,128226,25,0.5908,0.7648,308.53,0.05,0.5645,0.4749,0.5903,moderate 8944,South Africa,2019,rural,Health,Junior,59.58,3113975,0.2403,2365820,0.3546,838937,34,0.6155,0.898,380.89,0.08,0.7439,0.5238,0.6251,moderate 8945,Botswana,2022,capital,Health,Junior,2.52,127915,0.1047,114516,0.6356,72781,58,0.7105,0.9212,599.14,0.0806,0.773,0.6587,0.809,high 8946,DRC,2019,remote,Education,Senior,89.7,460431,0.5056,227622,0.1,22762,8,0.5294,0.6693,182.54,0.0572,0.3312,0.1629,0.3184,critical 8947,Uganda,2024,rural,Education,Junior,49.0,365847,0.3824,225951,0.2228,50332,12,0.47,0.7322,301.86,0.0511,0.4303,0.4513,0.4381,low 8948,Rwanda,2024,urban,Administration,Junior,14.0,422117,0.1288,367762,0.4563,167813,59,0.7037,0.8219,391.75,0.0886,0.6894,0.6381,0.7354,high 8949,South Africa,2022,rural,Education,Director,61.02,3400354,0.2326,2609393,0.3571,931734,44,0.7139,0.8082,1020.7,0.0773,0.7453,0.7478,0.6616,high 8950,Nigeria,2020,capital,Education,Senior,208.37,4212856,0.1676,3506852,0.3441,1206777,19,0.6558,0.8132,358.29,0.0715,0.4569,0.4566,0.555,moderate 8951,Uganda,2025,rural,Security,Mid_Level,50.57,456903,0.2894,324662,0.1875,60876,12,0.4661,0.823,209.73,0.057,0.4733,0.4663,0.4719,low 8952,Botswana,2025,urban,ICT,Junior,2.64,130928,0.1452,111923,0.5105,57134,37,0.5954,0.8453,560.91,0.0941,0.6793,0.6352,0.6921,high 8953,DRC,2019,rural,Health,Junior,89.7,575106,0.4839,296820,0.1284,38120,5,0.4678,0.6179,129.64,0.0716,0.2999,0.1682,0.3131,critical 8954,Rwanda,2019,capital,Finance,Mid_Level,12.43,345083,0.102,309890,0.4945,153225,49,0.8004,0.8987,474.19,0.0752,0.768,0.6085,0.7431,high 8955,South Africa,2020,urban,Infrastructure,Junior,60.06,2998304,0.191,2425712,0.563,1365720,29,0.5404,0.8866,556.3,0.0767,0.7202,0.5659,0.6771,high 8956,Tanzania,2018,rural,Security,Junior,56.11,1120111,0.2398,851525,0.2112,179808,18,0.5469,0.8087,260.22,0.0629,0.4434,0.3405,0.4875,low 8957,Senegal,2021,rural,Education,Junior,16.62,370825,0.2083,293577,0.237,69586,16,0.5183,0.7765,243.33,0.0481,0.5095,0.4089,0.5055,moderate 8958,Senegal,2024,rural,Agriculture,Mid_Level,18.0,424019,0.1846,345761,0.2445,84530,22,0.5163,0.6793,176.77,0.0598,0.5204,0.36,0.5099,moderate 8959,Ghana,2019,capital,Health,Junior,30.64,836147,0.1691,694788,0.4022,279424,22,0.6533,0.769,199.84,0.0694,0.5301,0.357,0.5673,moderate 8960,Uganda,2024,urban,ICT,Senior,49.0,366920,0.2997,256949,0.2541,65300,18,0.5424,0.7693,314.4,0.0632,0.4577,0.3351,0.4783,low 8961,Tanzania,2019,rural,Health,Senior,57.79,1164203,0.243,881316,0.2468,217543,15,0.5378,0.8044,408.93,0.061,0.4351,0.4731,0.4999,low 8962,Kenya,2018,urban,Justice,Mid_Level,48.55,1473180,0.1487,1254156,0.4969,623187,43,0.7169,0.8367,441.75,0.0726,0.7614,0.5214,0.6983,high 8963,Tanzania,2022,capital,Security,Junior,63.15,982113,0.1963,789341,0.3332,263040,20,0.5929,0.7941,320.46,0.052,0.4935,0.3948,0.5422,moderate 8964,Kenya,2020,urban,Health,Director,50.61,1609093,0.1468,1372918,0.398,546385,30,0.6813,0.9075,915.69,0.0744,0.7033,0.7274,0.667,high 8965,Kenya,2018,urban,Social_Services,Senior,48.55,1480309,0.1384,1275422,0.4682,597114,39,0.6749,0.8293,921.31,0.0779,0.671,0.6408,0.6855,high 8966,DRC,2024,rural,Security,Mid_Level,105.0,665696,0.5196,319767,0.1151,36814,5,0.5612,0.6611,149.18,0.0645,0.2597,0.2168,0.3082,critical 8967,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1055535,0.2928,746494,0.1637,122198,17,0.6369,0.679,272.65,0.0564,0.4879,0.4704,0.4579,low 8968,South Africa,2021,remote,Social_Services,Junior,60.54,3627289,0.2873,2585248,0.3003,776407,39,0.7383,0.9199,429.14,0.0814,0.8042,0.6552,0.6347,moderate 8969,Ghana,2022,capital,Finance,Junior,32.62,891005,0.1907,721125,0.3681,265446,24,0.5525,0.7933,264.59,0.0527,0.4839,0.4589,0.5676,moderate 8970,South Africa,2024,rural,Security,Junior,62.0,3104295,0.2631,2287649,0.3331,761945,33,0.7056,0.8139,545.08,0.0678,0.6582,0.7027,0.6082,moderate 8971,Rwanda,2024,capital,Education,Director,14.0,420256,0.105,376110,0.5619,211350,36,0.6008,0.8866,897.78,0.0793,0.6246,0.714,0.7211,high 8972,Ghana,2025,capital,Agriculture,Junior,34.71,932412,0.1774,767009,0.4761,365203,20,0.5154,0.7517,260.81,0.0707,0.4967,0.4791,0.585,moderate 8973,Ghana,2020,rural,Education,Junior,31.29,811368,0.2618,598918,0.2685,160808,19,0.5768,0.7317,228.1,0.0682,0.5008,0.4358,0.5026,moderate 8974,Botswana,2020,capital,Health,Junior,2.45,114310,0.1214,100434,0.5095,51173,35,0.6667,0.9196,574.64,0.0912,0.6395,0.754,0.7118,high 8975,Kenya,2020,urban,Administration,Junior,50.61,2019136,0.1551,1706005,0.3798,647991,40,0.7261,0.868,508.3,0.0865,0.6347,0.7122,0.6711,high 8976,Tanzania,2024,remote,Justice,Junior,67.0,1163844,0.3891,710991,0.1919,136404,18,0.5695,0.7228,269.27,0.0587,0.5513,0.3732,0.4466,low 8977,Ethiopia,2025,remote,ICT,Senior,129.15,1589211,0.4436,884270,0.1205,106542,12,0.5495,0.6807,136.24,0.071,0.3432,0.1751,0.3532,low 8978,Ghana,2019,urban,Justice,Mid_Level,30.64,753279,0.1982,603946,0.4234,255710,24,0.6605,0.7275,203.83,0.0549,0.4263,0.3433,0.5524,moderate 8979,Tanzania,2020,rural,Health,Junior,59.53,1095140,0.2216,852504,0.2105,179488,15,0.508,0.6807,314.97,0.0702,0.5018,0.4005,0.4771,low 8980,Mozambique,2018,urban,Justice,Senior,28.12,303577,0.2846,217178,0.2043,44370,11,0.5567,0.6159,215.59,0.0566,0.2978,0.2217,0.4018,low 8981,Ghana,2025,capital,Health,Mid_Level,34.71,817244,0.1297,711233,0.4329,307928,20,0.6218,0.8,263.47,0.0665,0.4913,0.3327,0.5782,moderate 8982,Tanzania,2021,rural,Health,Junior,61.31,1218948,0.2713,888282,0.1953,173460,19,0.5078,0.7404,253.38,0.0599,0.4376,0.4153,0.4749,low 8983,DRC,2021,rural,Justice,Junior,95.53,568365,0.4963,286291,0.1297,37135,7,0.5383,0.6847,117.59,0.0527,0.275,0.1606,0.3221,critical 8984,Ghana,2023,capital,Education,Junior,33.3,727560,0.1853,592742,0.3894,230786,18,0.6052,0.7179,197.5,0.0621,0.5303,0.3453,0.5413,moderate 8985,Kenya,2019,urban,Health,Junior,49.57,1569446,0.1151,1388805,0.4304,597766,37,0.6365,0.9108,516.26,0.0896,0.731,0.5511,0.6862,high 8986,Ghana,2025,urban,Finance,Director,34.71,849731,0.1601,713725,0.3651,260596,19,0.524,0.7681,787.03,0.0635,0.5533,0.3749,0.5568,moderate 8987,South Africa,2022,capital,Education,Junior,61.02,3442723,0.1729,2847492,0.5522,1572507,32,0.5589,0.7698,550.79,0.0741,0.7993,0.7085,0.6911,high 8988,Botswana,2023,capital,Education,Mid_Level,2.56,110980,0.1111,98647,0.6003,59221,42,0.6359,0.8763,498.11,0.0682,0.7639,0.6607,0.7512,high 8989,Kenya,2025,urban,Infrastructure,Mid_Level,56.15,2145573,0.1609,1800345,0.4365,785870,35,0.6362,0.789,606.05,0.0662,0.7613,0.7269,0.6736,high 8990,Ethiopia,2025,urban,Infrastructure,Executive,129.15,1510530,0.2781,1090389,0.1998,217851,7,0.4925,0.6778,430.46,0.0641,0.2659,0.1935,0.3955,low 8991,Senegal,2019,rural,Justice,Mid_Level,15.76,300996,0.2435,227695,0.2697,61415,26,0.6754,0.7809,280.79,0.0632,0.5296,0.3644,0.5281,moderate 8992,Uganda,2023,remote,Education,Junior,47.48,369487,0.4786,192643,0.1569,30220,16,0.4987,0.8125,198.63,0.0551,0.5173,0.4173,0.4249,low 8993,Ethiopia,2019,urban,Social_Services,Mid_Level,111.37,1505921,0.3114,1037035,0.2108,218629,11,0.5561,0.6585,107.28,0.0583,0.2552,0.1797,0.3946,low 8994,Senegal,2018,remote,Finance,Executive,15.34,334474,0.2258,258938,0.2043,52893,23,0.6128,0.8188,1208.27,0.0645,0.4807,0.4559,0.5186,moderate 8995,DRC,2022,remote,Health,Senior,98.59,533292,0.6,213316,0.1,21331,9,0.5644,0.6405,174.18,0.0685,0.3088,0.1971,0.2942,critical 8996,Ghana,2019,urban,Finance,Director,30.64,743317,0.1463,634593,0.3446,218688,20,0.5171,0.7223,571.8,0.0623,0.4513,0.3301,0.5361,moderate 8997,Uganda,2025,rural,Education,Mid_Level,50.57,463930,0.3039,322936,0.2255,72816,16,0.5302,0.8081,287.41,0.0517,0.4463,0.3673,0.473,low 8998,Kenya,2022,urban,Security,Senior,52.76,1642327,0.1239,1438836,0.4242,610311,28,0.7018,0.863,646.01,0.0758,0.6485,0.774,0.6668,high 8999,Ethiopia,2025,urban,Social_Services,Mid_Level,129.15,1760886,0.2783,1270826,0.1933,245613,10,0.5796,0.5957,133.26,0.0683,0.3107,0.2116,0.3953,low 9000,Uganda,2023,rural,Justice,Mid_Level,47.48,369054,0.3334,245998,0.1942,47769,12,0.5856,0.6966,315.82,0.0562,0.4636,0.4745,0.4435,low 9001,Senegal,2019,rural,Education,Mid_Level,15.76,349725,0.2072,277268,0.2716,75303,20,0.5596,0.7525,280.46,0.072,0.5606,0.4688,0.5319,moderate 9002,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,455576,0.188,369939,0.3496,129344,26,0.6739,0.7583,319.56,0.064,0.5122,0.4798,0.5684,moderate 9003,Uganda,2020,capital,Infrastructure,Junior,43.2,376925,0.2656,276802,0.3178,87970,14,0.5252,0.8241,240.06,0.0658,0.4815,0.4105,0.5109,moderate 9004,Uganda,2021,urban,ICT,Senior,44.58,338408,0.2163,265213,0.2692,71400,11,0.551,0.6877,384.17,0.0675,0.4597,0.3446,0.4743,low 9005,Nigeria,2018,urban,Infrastructure,Junior,198.33,4197085,0.225,3252614,0.3057,994421,14,0.5845,0.738,244.37,0.0638,0.5521,0.3771,0.5088,moderate 9006,Rwanda,2023,rural,Education,Junior,13.67,459117,0.1282,400276,0.2943,117795,40,0.7283,0.9137,608.11,0.0756,0.7866,0.7644,0.6837,high 9007,Uganda,2021,rural,Education,Mid_Level,44.58,315701,0.414,185014,0.191,35345,10,0.5446,0.7064,271.96,0.0664,0.4746,0.3991,0.4126,low 9008,Ghana,2019,rural,Infrastructure,Junior,30.64,868255,0.2772,627552,0.2641,165724,27,0.6758,0.699,243.84,0.0637,0.5535,0.4679,0.5212,moderate 9009,Kenya,2019,remote,Education,Mid_Level,49.57,1597782,0.2369,1219217,0.2413,294230,25,0.5412,0.8253,400.04,0.0671,0.6708,0.6921,0.5737,moderate 9010,DRC,2024,rural,Education,Senior,105.0,630093,0.533,294227,0.1281,37694,6,0.4895,0.7008,212.32,0.0483,0.2982,0.213,0.32,critical 9011,DRC,2022,urban,Justice,Junior,98.59,664542,0.3763,414472,0.1843,76385,10,0.5545,0.5853,89.83,0.0677,0.3139,0.1991,0.3661,low 9012,Kenya,2022,urban,Health,Mid_Level,52.76,1863466,0.1204,1639081,0.4163,682279,31,0.5533,0.8132,643.12,0.0643,0.64,0.7324,0.6607,high 9013,Botswana,2021,capital,Justice,Director,2.49,98627,0.0977,88992,0.6533,58140,47,0.6161,0.8845,1419.15,0.0691,0.6719,0.7381,0.7801,high 9014,Rwanda,2019,urban,Social_Services,Junior,12.43,401771,0.1161,355141,0.5065,179863,49,0.7313,0.8582,576.1,0.0878,0.7371,0.5589,0.7284,high 9015,Kenya,2025,remote,Education,Mid_Level,56.15,1854216,0.2104,1464042,0.2137,312936,31,0.5622,0.8003,606.75,0.0952,0.7118,0.7626,0.5958,moderate 9016,Mozambique,2024,urban,Security,Senior,33.0,296620,0.3109,204395,0.2096,42834,13,0.505,0.6914,132.21,0.0562,0.2572,0.2173,0.4083,low 9017,Ghana,2021,urban,Education,Junior,31.94,732171,0.2005,585334,0.4387,256767,31,0.5577,0.7313,176.98,0.0561,0.4678,0.4271,0.5862,moderate 9018,DRC,2023,rural,Finance,Mid_Level,101.74,620678,0.5603,272929,0.1021,27875,8,0.4911,0.6572,110.28,0.0627,0.3112,0.2276,0.3079,critical 9019,Botswana,2019,remote,Justice,Mid_Level,2.41,105417,0.2143,82829,0.2488,20608,33,0.5951,0.9331,431.89,0.0934,0.7754,0.7212,0.6308,moderate 9020,DRC,2023,urban,Education,Junior,101.74,654474,0.4078,387554,0.189,73237,7,0.48,0.6553,111.29,0.0526,0.305,0.2325,0.3648,low 9021,Ethiopia,2018,urban,Health,Junior,108.65,1383271,0.2942,976376,0.2013,196512,12,0.5357,0.6117,100.46,0.0512,0.3157,0.222,0.4023,low 9022,Botswana,2023,rural,Justice,Junior,2.56,110606,0.1597,92939,0.3363,31253,55,0.813,0.9333,525.43,0.0942,0.646,0.6953,0.7058,high 9023,Ethiopia,2022,urban,Agriculture,Mid_Level,119.93,1593068,0.3268,1072447,0.24,257414,11,0.5641,0.6048,89.88,0.0677,0.2771,0.2029,0.3945,low 9024,DRC,2019,urban,Health,Mid_Level,89.7,563213,0.4081,333373,0.1895,63161,8,0.514,0.6548,133.22,0.0527,0.3128,0.2019,0.365,low 9025,Rwanda,2021,rural,Administration,Mid_Level,13.04,333095,0.1604,279667,0.2996,83797,47,0.7848,0.7695,523.75,0.0733,0.8024,0.5874,0.6567,high 9026,Nigeria,2024,urban,Security,Junior,230.0,4064816,0.2336,3115462,0.2931,913084,22,0.5473,0.6964,210.11,0.0553,0.4352,0.4025,0.5081,moderate 9027,South Africa,2025,rural,Justice,Junior,62.5,3199125,0.1837,2611398,0.3321,867263,46,0.7577,0.8949,556.42,0.0943,0.673,0.5608,0.6597,high 9028,Ghana,2023,urban,Health,Mid_Level,33.3,720579,0.1775,592690,0.334,197974,31,0.6846,0.8183,278.92,0.0529,0.5105,0.3677,0.5772,moderate 9029,Botswana,2023,remote,Administration,Junior,2.56,118737,0.2378,90501,0.2624,23748,50,0.7104,0.7742,591.03,0.0845,0.7771,0.6417,0.6392,moderate 9030,Ghana,2024,urban,Security,Director,34.0,958106,0.148,816339,0.3292,268767,32,0.613,0.7034,613.82,0.0576,0.5439,0.3442,0.5696,moderate 9031,Senegal,2023,capital,Justice,Executive,17.53,429778,0.1428,368395,0.3712,136740,25,0.5501,0.6925,1145.26,0.0607,0.5149,0.4186,0.5668,moderate 9032,Nigeria,2023,remote,Health,Mid_Level,224.39,4670023,0.4445,2594276,0.1917,497225,22,0.5556,0.8013,215.38,0.0694,0.5136,0.3558,0.4489,low 9033,Senegal,2019,urban,Finance,Junior,15.76,310435,0.13,270093,0.3422,92431,18,0.5054,0.7148,257.37,0.0631,0.4842,0.4565,0.5494,moderate 9034,South Africa,2018,urban,Social_Services,Mid_Level,59.11,3194419,0.1451,2731049,0.5478,1496034,31,0.7116,0.9163,416.07,0.0683,0.6797,0.7788,0.7115,high 9035,Senegal,2019,rural,Infrastructure,Junior,15.76,382040,0.2227,296977,0.2815,83588,15,0.5476,0.7016,188.64,0.0689,0.4286,0.4154,0.4918,low 9036,Rwanda,2023,urban,Justice,Mid_Level,13.67,422749,0.0985,381103,0.4246,161802,62,0.7035,0.886,640.34,0.0939,0.7852,0.7537,0.7733,high 9037,Mozambique,2019,urban,ICT,Junior,28.88,269870,0.3325,180149,0.1783,32117,9,0.4687,0.6203,154.88,0.0643,0.2624,0.1988,0.3731,low 9038,Ghana,2018,urban,Health,Mid_Level,30.01,670107,0.1753,552669,0.3969,219356,26,0.6158,0.6934,255.85,0.0485,0.4446,0.3923,0.5581,moderate 9039,Ethiopia,2021,remote,Security,Junior,117.0,1279398,0.573,546310,0.1039,56764,11,0.488,0.6961,115.58,0.0622,0.3337,0.1877,0.3168,critical 9040,Botswana,2022,capital,Finance,Mid_Level,2.52,109462,0.0916,99438,0.5384,53541,46,0.5851,0.8727,611.07,0.0735,0.7315,0.6608,0.7469,high 9041,Uganda,2022,rural,Infrastructure,Mid_Level,46.01,377403,0.3643,239917,0.1832,43961,18,0.5231,0.6914,282.52,0.051,0.4585,0.459,0.4452,low 9042,Senegal,2021,rural,Education,Mid_Level,16.62,402712,0.2173,315222,0.2647,83433,16,0.5186,0.769,181.34,0.0607,0.5408,0.4677,0.5181,moderate 9043,Ghana,2023,remote,Administration,Junior,33.3,886065,0.2843,634181,0.1846,117074,21,0.6064,0.738,255.86,0.0569,0.4745,0.3372,0.4695,low 9044,South Africa,2019,urban,Health,Mid_Level,59.58,3222665,0.1569,2717013,0.5274,1432911,32,0.5491,0.8967,542.78,0.0681,0.6858,0.5695,0.6826,high 9045,DRC,2021,capital,ICT,Junior,95.53,498037,0.3608,318369,0.2049,65232,9,0.4684,0.7101,116.29,0.0681,0.2894,0.1675,0.3857,low 9046,Rwanda,2020,remote,Health,Mid_Level,12.73,412601,0.161,346171,0.2457,85037,60,0.7015,0.8526,614.88,0.0815,0.7049,0.6164,0.6812,high 9047,Nigeria,2023,remote,Education,Junior,224.39,4144457,0.3468,2707305,0.1603,433947,16,0.6441,0.8134,287.0,0.0593,0.5634,0.3817,0.4599,low 9048,Nigeria,2019,rural,Health,Mid_Level,203.29,3598102,0.3088,2487046,0.2586,643274,19,0.5151,0.7422,247.33,0.0621,0.4606,0.3817,0.4805,low 9049,South Africa,2021,capital,Infrastructure,Junior,60.54,3649141,0.1627,3055548,0.5495,1678984,43,0.5985,0.8015,429.89,0.0787,0.7976,0.6681,0.721,high 9050,South Africa,2023,urban,Infrastructure,Junior,61.51,3232817,0.1463,2759919,0.5308,1464876,31,0.5848,0.926,630.87,0.0841,0.7446,0.7667,0.7137,high 9051,Ghana,2025,capital,Health,Senior,34.71,783346,0.1635,655256,0.474,310617,18,0.503,0.7209,299.0,0.0492,0.4557,0.3942,0.5658,moderate 9052,DRC,2025,capital,Administration,Mid_Level,108.36,747295,0.3426,491290,0.189,92862,6,0.5109,0.6164,105.8,0.0593,0.2982,0.2111,0.37,low 9053,Botswana,2021,urban,Education,Senior,2.49,100244,0.1373,86481,0.5072,43863,42,0.723,0.8104,849.67,0.0759,0.7211,0.7591,0.717,high 9054,Ethiopia,2025,rural,Education,Junior,129.15,1394817,0.4383,783495,0.1571,123070,10,0.5833,0.6916,92.77,0.064,0.2944,0.1982,0.3577,low 9055,Nigeria,2023,remote,ICT,Junior,224.39,4839669,0.3035,3370757,0.1873,631322,20,0.6255,0.7613,262.24,0.0665,0.4262,0.4396,0.4717,low 9056,Uganda,2022,capital,Education,Junior,46.01,409233,0.2745,296890,0.336,99764,17,0.6334,0.8203,293.24,0.0612,0.5397,0.3826,0.5232,moderate 9057,Kenya,2022,rural,Health,Junior,52.76,2048035,0.1687,1702556,0.288,490360,25,0.5848,0.8592,465.56,0.0833,0.7445,0.5746,0.6031,moderate 9058,Ghana,2019,rural,Security,Senior,30.64,684165,0.2184,534742,0.3111,166337,20,0.5057,0.7024,386.78,0.0534,0.5522,0.4033,0.5241,moderate 9059,Botswana,2021,urban,Education,Director,2.49,117154,0.145,100168,0.6018,60283,51,0.7278,0.9276,1512.24,0.0793,0.7024,0.6942,0.7705,high 9060,South Africa,2023,capital,Education,Senior,61.51,3673853,0.1632,3074320,0.5508,1693212,30,0.6666,0.8576,890.44,0.0711,0.7256,0.5785,0.6809,high 9061,South Africa,2019,urban,Infrastructure,Director,59.58,3546958,0.187,2883699,0.4629,1334861,47,0.595,0.855,1264.61,0.0869,0.6419,0.7487,0.7038,high 9062,Ethiopia,2019,capital,Finance,Mid_Level,111.37,1327356,0.2347,1015762,0.2395,243298,8,0.6115,0.6704,104.76,0.0669,0.2665,0.2073,0.4191,low 9063,South Africa,2018,capital,ICT,Junior,59.11,2803612,0.1416,2406635,0.5844,1406456,43,0.5794,0.8733,632.19,0.0796,0.6008,0.552,0.7145,high 9064,Uganda,2023,rural,Education,Mid_Level,47.48,384233,0.3007,268696,0.2175,58432,12,0.4901,0.7115,181.57,0.0702,0.5374,0.394,0.4591,low 9065,South Africa,2023,remote,Infrastructure,Mid_Level,61.51,2796494,0.2737,2030997,0.2833,575345,34,0.7116,0.869,512.53,0.0712,0.696,0.5814,0.5955,moderate 9066,Mozambique,2024,rural,Administration,Mid_Level,33.0,346174,0.3421,227755,0.1375,31319,13,0.6034,0.6769,153.63,0.0516,0.2687,0.1919,0.379,low 9067,Mozambique,2020,capital,Security,Mid_Level,29.66,267809,0.2669,196328,0.2474,48574,11,0.5762,0.6657,103.03,0.0618,0.3089,0.2346,0.4268,low 9068,South Africa,2024,urban,Administration,Junior,62.0,3267506,0.1933,2635813,0.5084,1340038,43,0.7159,0.9342,434.67,0.0918,0.6673,0.6429,0.7074,high 9069,Rwanda,2023,urban,Security,Senior,13.67,429799,0.1166,379674,0.4338,164702,60,0.676,0.7944,577.48,0.0782,0.7728,0.6691,0.7426,high 9070,DRC,2022,urban,Social_Services,Junior,98.59,601995,0.2979,422640,0.1783,75356,9,0.4725,0.6885,99.27,0.0697,0.3005,0.1881,0.3947,low 9071,Tanzania,2023,capital,Security,Mid_Level,65.05,1149213,0.1511,975546,0.3634,354536,18,0.4869,0.7305,314.95,0.057,0.4798,0.3469,0.5403,moderate 9072,DRC,2021,capital,Justice,Mid_Level,95.53,532199,0.2722,387353,0.1902,73661,5,0.5952,0.6118,94.99,0.051,0.323,0.2375,0.3898,low 9073,Rwanda,2023,rural,Education,Junior,13.67,427569,0.1331,370648,0.3253,120571,60,0.7163,0.7696,507.41,0.0737,0.6568,0.747,0.7039,high 9074,Ghana,2021,remote,Health,Mid_Level,31.94,877168,0.3157,600210,0.1837,110275,17,0.6213,0.8141,309.74,0.0619,0.4699,0.3617,0.4648,low 9075,Rwanda,2024,rural,Security,Executive,14.0,477687,0.1164,422077,0.3417,144215,59,0.8158,0.8025,2205.67,0.0768,0.7992,0.5694,0.711,high 9076,Botswana,2021,urban,Agriculture,Senior,2.49,114533,0.1316,99466,0.5815,57837,34,0.6904,0.8491,835.39,0.0839,0.6685,0.6014,0.7018,high 9077,Ghana,2019,capital,Education,Junior,30.64,792041,0.1503,673032,0.4493,302404,32,0.6408,0.7349,218.52,0.0543,0.4589,0.3919,0.6001,moderate 9078,Kenya,2019,capital,Health,Junior,49.57,1490726,0.1068,1331529,0.4747,632014,26,0.5865,0.8872,423.96,0.0642,0.5953,0.7148,0.671,high 9079,South Africa,2023,remote,Finance,Mid_Level,61.51,3428203,0.247,2581463,0.2455,633686,45,0.5944,0.7745,645.28,0.0828,0.654,0.682,0.6119,moderate 9080,Nigeria,2024,urban,Social_Services,Mid_Level,230.0,4276134,0.2149,3357223,0.3514,1179787,24,0.5107,0.7463,232.19,0.0676,0.5422,0.4686,0.5572,moderate 9081,Senegal,2023,remote,ICT,Mid_Level,17.53,331852,0.2451,250519,0.1785,44728,25,0.6368,0.7114,201.25,0.0557,0.4532,0.4766,0.4956,low 9082,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,4012384,0.223,3117442,0.3684,1148551,20,0.5758,0.8125,290.0,0.0508,0.4319,0.4413,0.5455,moderate 9083,Nigeria,2021,rural,Social_Services,Mid_Level,213.58,4391478,0.3543,2835455,0.2468,699690,25,0.6738,0.7444,188.0,0.0579,0.5332,0.3733,0.4879,low 9084,Mozambique,2021,rural,Health,Mid_Level,30.47,292033,0.447,161488,0.1274,20576,13,0.564,0.6935,111.88,0.0515,0.2767,0.203,0.3546,low 9085,DRC,2021,capital,Infrastructure,Junior,95.53,589316,0.3396,389161,0.1614,62808,7,0.4528,0.6868,92.44,0.0596,0.3122,0.2024,0.3774,low 9086,DRC,2025,rural,Health,Mid_Level,108.36,618401,0.4575,335452,0.1112,37317,8,0.5922,0.6606,98.3,0.0492,0.2761,0.2139,0.3315,critical 9087,Nigeria,2024,remote,Administration,Director,230.0,4775038,0.3171,3260763,0.161,525115,20,0.5096,0.7709,696.9,0.0512,0.5389,0.39,0.4695,low 9088,Ethiopia,2018,urban,ICT,Senior,108.65,1423436,0.3546,918756,0.2192,201388,10,0.6052,0.593,166.33,0.0493,0.2847,0.1772,0.3763,low 9089,DRC,2022,rural,Infrastructure,Senior,98.59,543240,0.5443,247529,0.1295,32049,5,0.5741,0.6998,170.12,0.0569,0.3,0.1795,0.3117,critical 9090,Botswana,2023,urban,Health,Senior,2.56,108708,0.1131,96414,0.5711,55060,44,0.7644,0.8059,794.71,0.0651,0.8013,0.5227,0.7278,high 9091,Rwanda,2020,capital,Education,Director,12.73,367222,0.0945,332537,0.5639,187516,35,0.7193,0.9318,1207.97,0.0701,0.74,0.7211,0.7407,high 9092,Tanzania,2021,rural,Education,Junior,61.31,1149918,0.2669,843017,0.1931,162755,14,0.57,0.773,276.45,0.0578,0.5362,0.43,0.4791,low 9093,South Africa,2019,urban,Education,Mid_Level,59.58,3270688,0.2001,2616103,0.4492,1175268,38,0.5743,0.8178,555.93,0.0699,0.7695,0.6346,0.6704,high 9094,Mozambique,2020,rural,Social_Services,Junior,29.66,339992,0.4275,194641,0.1386,26982,8,0.4861,0.6031,86.98,0.0567,0.2688,0.2032,0.3355,critical 9095,Uganda,2023,urban,Education,Mid_Level,47.48,433392,0.2939,306036,0.2708,82866,12,0.5324,0.6899,263.23,0.054,0.448,0.4426,0.4668,low 9096,DRC,2021,rural,Education,Mid_Level,95.53,496352,0.4883,253974,0.124,31502,9,0.6104,0.6399,87.55,0.0622,0.3198,0.1748,0.3269,critical 9097,Ethiopia,2019,rural,Finance,Junior,111.37,1475094,0.3638,938449,0.1379,129456,8,0.5752,0.6713,87.16,0.0519,0.2678,0.1842,0.3594,low 9098,Nigeria,2019,rural,Social_Services,Senior,203.29,4036658,0.256,3003458,0.2075,623225,18,0.571,0.6968,267.52,0.0505,0.5355,0.3511,0.4761,low 9099,Kenya,2024,remote,Education,Mid_Level,55.0,1803017,0.2451,1361080,0.2192,298411,32,0.6962,0.8717,372.89,0.0665,0.8021,0.6151,0.596,moderate 9100,DRC,2019,rural,Education,Mid_Level,89.7,538669,0.5055,266358,0.1329,35391,7,0.5599,0.6472,144.26,0.0585,0.2803,0.2338,0.3228,critical 9101,Rwanda,2022,rural,Security,Mid_Level,13.35,352430,0.1381,303756,0.3811,115765,50,0.6197,0.815,379.11,0.0772,0.6263,0.7355,0.6942,high 9102,South Africa,2021,rural,Security,Mid_Level,60.54,2824466,0.2006,2257745,0.3586,809596,36,0.7021,0.867,451.06,0.0791,0.6723,0.6604,0.6428,moderate 9103,Nigeria,2018,urban,Education,Senior,198.33,3780800,0.2472,2846182,0.2885,821248,25,0.5923,0.7351,392.45,0.0573,0.4686,0.3289,0.5128,moderate 9104,Tanzania,2021,urban,Justice,Junior,61.31,952701,0.195,766881,0.3201,245474,16,0.6303,0.7251,233.39,0.0566,0.4675,0.4332,0.5201,moderate 9105,Ethiopia,2025,remote,Finance,Junior,129.15,1699522,0.5655,738484,0.1253,92559,12,0.4979,0.6663,125.43,0.07,0.2724,0.197,0.3168,critical 9106,Ethiopia,2018,capital,Health,Executive,108.65,1269544,0.25,952162,0.2429,231264,11,0.4875,0.6671,471.39,0.0653,0.2899,0.185,0.4233,low 9107,Senegal,2023,remote,Education,Mid_Level,17.53,410195,0.2376,312744,0.2201,68838,19,0.5097,0.8206,263.12,0.0642,0.5145,0.4783,0.5155,moderate 9108,Nigeria,2023,rural,Infrastructure,Junior,224.39,3864442,0.341,2546824,0.2223,566135,16,0.4991,0.7341,316.52,0.051,0.519,0.3543,0.4578,low 9109,Nigeria,2019,rural,Administration,Mid_Level,203.29,4570765,0.3599,2925881,0.2697,789066,17,0.4939,0.7785,268.17,0.05,0.5215,0.3484,0.4737,low 9110,Senegal,2022,urban,Administration,Junior,17.07,367770,0.1327,318979,0.3771,120275,27,0.6855,0.7052,269.94,0.0661,0.4851,0.3892,0.5718,moderate 9111,Kenya,2020,urban,Health,Senior,50.61,2007401,0.1534,1699444,0.4866,827005,44,0.6324,0.8424,684.42,0.0812,0.7797,0.6453,0.7122,high 9112,Mozambique,2022,remote,Infrastructure,Junior,31.29,342649,0.4652,183248,0.1152,21114,13,0.5239,0.7038,133.87,0.0522,0.2621,0.1746,0.3442,critical 9113,Botswana,2022,capital,Finance,Junior,2.52,97278,0.1076,86807,0.5305,46051,43,0.6809,0.8353,454.12,0.0759,0.6195,0.6745,0.7179,high 9114,Ethiopia,2019,urban,Security,Mid_Level,111.37,1525314,0.3444,1000019,0.1989,198940,7,0.4549,0.5858,139.22,0.0605,0.2984,0.208,0.3696,low 9115,DRC,2019,urban,ICT,Junior,89.7,471866,0.4122,277345,0.1866,51756,5,0.5592,0.6394,99.37,0.0493,0.2841,0.2216,0.3526,low 9116,Ethiopia,2024,rural,Education,Junior,126.0,1348707,0.3427,886447,0.1442,127811,9,0.5197,0.6266,111.02,0.0577,0.3387,0.1981,0.3705,low 9117,Rwanda,2020,capital,ICT,Junior,12.73,342095,0.1103,304352,0.4921,149781,43,0.6296,0.8107,438.97,0.0735,0.7005,0.5938,0.704,high 9118,Nigeria,2020,urban,Education,Mid_Level,208.37,4713997,0.2629,3474610,0.3345,1162430,17,0.5771,0.7419,279.8,0.0578,0.5188,0.4286,0.5164,moderate 9119,Ethiopia,2024,rural,Social_Services,Mid_Level,126.0,1662841,0.4062,987339,0.1734,171233,12,0.4782,0.6622,90.54,0.0609,0.2628,0.2122,0.3686,low 9120,Uganda,2020,capital,Justice,Junior,43.2,337402,0.2297,259888,0.2913,75705,13,0.6246,0.7707,217.5,0.0669,0.4307,0.3772,0.4943,low 9121,Nigeria,2020,urban,Infrastructure,Junior,208.37,4570643,0.2353,3494971,0.3728,1302929,21,0.5401,0.6969,241.42,0.052,0.5694,0.4634,0.5447,moderate 9122,Senegal,2018,remote,Security,Junior,15.34,348367,0.2401,264725,0.1687,44665,18,0.548,0.7987,204.13,0.0699,0.4324,0.3597,0.4762,low 9123,DRC,2025,rural,Social_Services,Senior,108.36,583419,0.5583,257695,0.1325,34141,8,0.6106,0.71,162.46,0.0681,0.2689,0.1915,0.3161,critical 9124,Tanzania,2024,rural,Infrastructure,Junior,67.0,1185666,0.214,931887,0.2178,202995,15,0.6,0.8101,316.25,0.061,0.533,0.3713,0.5004,moderate 9125,Rwanda,2021,urban,Health,Junior,13.04,379969,0.1098,338243,0.4095,138518,44,0.6968,0.8329,646.3,0.0689,0.6763,0.6112,0.6886,high 9126,DRC,2020,remote,Health,Mid_Level,92.57,522410,0.5308,245120,0.1,24512,7,0.5684,0.5991,88.38,0.064,0.2551,0.1843,0.2936,critical 9127,Uganda,2018,remote,Health,Junior,40.56,325272,0.5133,158319,0.131,20733,16,0.6054,0.8226,202.41,0.065,0.5666,0.428,0.4173,low 9128,Mozambique,2018,urban,Infrastructure,Junior,28.12,301610,0.2769,218098,0.2252,49125,13,0.5759,0.695,116.92,0.0594,0.2984,0.2278,0.4265,low 9129,Uganda,2020,remote,Education,Mid_Level,43.2,328849,0.5022,163711,0.1719,28143,15,0.562,0.7536,237.85,0.0653,0.54,0.4203,0.414,low 9130,Uganda,2018,urban,Infrastructure,Junior,40.56,334716,0.2297,257824,0.3084,79504,19,0.5373,0.7589,279.07,0.058,0.4792,0.4513,0.524,moderate 9131,Ghana,2022,capital,Administration,Mid_Level,32.62,922411,0.1433,790264,0.4094,323510,23,0.5221,0.7037,303.97,0.0531,0.4401,0.4526,0.5688,moderate 9132,Botswana,2025,rural,Security,Mid_Level,2.64,111951,0.1569,94380,0.3447,32536,56,0.7651,0.8524,414.86,0.0707,0.7066,0.6487,0.7003,high 9133,Botswana,2025,remote,Agriculture,Senior,2.64,121276,0.1872,98573,0.267,26317,50,0.6025,0.8827,832.33,0.0677,0.7644,0.5336,0.6571,high 9134,Senegal,2019,capital,Health,Mid_Level,15.76,376277,0.1464,321180,0.369,118502,27,0.5846,0.762,313.13,0.0678,0.4731,0.3947,0.5742,moderate 9135,Ethiopia,2021,rural,Health,Senior,117.0,1467842,0.4454,813993,0.138,112328,8,0.5202,0.5941,207.21,0.0573,0.3244,0.1794,0.3326,critical 9136,Kenya,2025,urban,Health,Mid_Level,56.15,2049760,0.1143,1815566,0.3797,689446,35,0.6489,0.8353,499.37,0.0925,0.6195,0.7598,0.6671,high 9137,Ghana,2019,rural,Infrastructure,Mid_Level,30.64,729953,0.2844,522327,0.2478,129450,26,0.6105,0.6771,199.28,0.0706,0.4963,0.3685,0.4939,low 9138,Botswana,2021,capital,Administration,Junior,2.49,119535,0.0925,108482,0.628,68125,41,0.6739,0.9096,514.48,0.0878,0.6013,0.6604,0.749,high 9139,Senegal,2021,urban,Health,Junior,16.62,361750,0.1515,306947,0.3015,92546,25,0.6781,0.6863,296.3,0.0517,0.4616,0.3378,0.5329,moderate 9140,Uganda,2022,urban,Social_Services,Mid_Level,46.01,337376,0.2995,236332,0.3044,71934,12,0.5253,0.7842,280.43,0.0687,0.5234,0.3565,0.4868,low 9141,Tanzania,2021,urban,Education,Junior,61.31,1105500,0.1968,887891,0.3164,280966,22,0.5074,0.7969,233.78,0.0503,0.5486,0.407,0.55,moderate 9142,Ethiopia,2020,urban,Education,Director,114.15,1233997,0.2529,921879,0.2481,228710,12,0.5597,0.6824,288.21,0.049,0.2758,0.2298,0.4317,low 9143,Kenya,2023,urban,ICT,Mid_Level,53.87,1753061,0.1169,1548072,0.4159,643854,37,0.7057,0.9234,509.57,0.0725,0.7795,0.7475,0.7085,high 9144,Senegal,2023,remote,Education,Mid_Level,17.53,378620,0.2963,266440,0.1727,46020,26,0.6744,0.7708,204.24,0.0646,0.5138,0.3218,0.4833,low 9145,Rwanda,2020,capital,Infrastructure,Junior,12.73,362343,0.0838,331996,0.5736,190418,40,0.631,0.7814,646.07,0.0812,0.6521,0.7115,0.726,high 9146,Mozambique,2018,rural,Finance,Junior,28.12,273531,0.3175,186687,0.1636,30548,13,0.5549,0.6307,104.1,0.0603,0.3416,0.203,0.3931,low 9147,Mozambique,2024,capital,Education,Junior,33.0,281611,0.2315,216426,0.2001,43306,10,0.4601,0.601,92.57,0.0623,0.2859,0.2036,0.4063,low 9148,Senegal,2020,rural,Infrastructure,Senior,16.18,390694,0.2109,308285,0.28,86316,17,0.5599,0.7115,482.59,0.0579,0.5129,0.4513,0.5129,moderate 9149,Ghana,2021,urban,Infrastructure,Senior,31.94,773700,0.1558,653122,0.3473,226832,24,0.6341,0.7372,382.01,0.0597,0.5532,0.3381,0.5576,moderate 9150,Senegal,2024,capital,Education,Mid_Level,18.0,394973,0.1182,348270,0.339,118059,27,0.5814,0.777,184.4,0.0707,0.5345,0.4126,0.5839,moderate 9151,Botswana,2023,capital,Administration,Executive,2.56,105479,0.1179,93044,0.608,56573,41,0.7511,0.8001,1780.46,0.0822,0.6356,0.5559,0.7142,high 9152,Mozambique,2022,rural,Finance,Director,31.29,330919,0.4506,181811,0.1265,22995,11,0.4701,0.676,371.63,0.0634,0.2798,0.1858,0.3444,critical 9153,Nigeria,2018,rural,Infrastructure,Junior,198.33,4266937,0.3574,2741994,0.2299,630361,15,0.5763,0.7742,264.14,0.0581,0.5339,0.3694,0.4621,low 9154,Tanzania,2020,remote,Security,Junior,59.53,1028990,0.369,649245,0.1879,121966,14,0.6075,0.7216,242.68,0.0581,0.4947,0.3528,0.4327,low 9155,Ghana,2018,capital,Security,Junior,30.01,675545,0.1797,554170,0.3949,218822,25,0.5321,0.7151,221.5,0.0618,0.4699,0.3955,0.5601,moderate 9156,Uganda,2021,rural,Administration,Executive,44.58,365053,0.3811,225947,0.1742,39353,10,0.5407,0.811,819.59,0.0563,0.52,0.4353,0.4405,low 9157,Rwanda,2020,capital,Health,Junior,12.73,370014,0.0859,338223,0.5138,173787,40,0.6163,0.8494,612.47,0.0947,0.7817,0.536,0.7162,high 9158,Kenya,2020,urban,Health,Junior,50.61,1684895,0.1238,1476259,0.4761,702915,33,0.691,0.7669,521.22,0.0831,0.7887,0.734,0.6879,high 9159,Mozambique,2025,rural,Administration,Senior,33.89,288566,0.3142,197896,0.1471,29113,15,0.4835,0.6781,180.51,0.0593,0.3392,0.1722,0.3986,low 9160,Tanzania,2024,urban,Health,Mid_Level,67.0,1168962,0.1799,958700,0.3511,336595,14,0.5026,0.8053,194.93,0.06,0.5069,0.344,0.5337,moderate 9161,Senegal,2023,remote,Education,Mid_Level,17.53,419689,0.2361,320619,0.184,58995,20,0.521,0.7749,284.89,0.0597,0.4924,0.3732,0.4898,low 9162,Mozambique,2020,rural,Security,Mid_Level,29.66,306273,0.3951,185269,0.1652,30612,11,0.5033,0.6068,114.58,0.0583,0.2656,0.2218,0.3598,low 9163,Botswana,2019,capital,Finance,Mid_Level,2.41,97405,0.1014,87526,0.6075,53169,42,0.7572,0.9252,368.35,0.0682,0.6478,0.636,0.7487,high 9164,South Africa,2019,capital,Security,Junior,59.58,3299613,0.1745,2723845,0.4611,1255935,47,0.6209,0.9138,498.64,0.0889,0.6557,0.6407,0.7059,high 9165,Ethiopia,2024,urban,Education,Junior,126.0,1434033,0.3519,929333,0.2519,234073,7,0.4744,0.6687,122.18,0.0708,0.2774,0.1676,0.3873,low 9166,Rwanda,2018,urban,Education,Junior,12.14,380757,0.1118,338196,0.4392,148525,48,0.6568,0.8443,359.72,0.0795,0.6416,0.6087,0.7035,high 9167,Mozambique,2023,rural,Security,Director,32.13,362570,0.3725,227513,0.1618,36819,13,0.5506,0.6273,213.03,0.0615,0.3282,0.1958,0.3763,low 9168,Mozambique,2024,rural,Administration,Junior,33.0,352905,0.3457,230921,0.159,36722,10,0.5043,0.6312,115.93,0.0519,0.3308,0.1611,0.3722,low 9169,Tanzania,2018,capital,Justice,Junior,56.11,920956,0.1449,787502,0.2878,226678,17,0.5713,0.7001,191.77,0.0682,0.4308,0.3407,0.5104,moderate 9170,Kenya,2019,capital,Security,Mid_Level,49.57,1698880,0.1432,1455573,0.5366,781015,40,0.5757,0.8288,412.72,0.0804,0.6479,0.5899,0.6964,high 9171,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,3690786,0.2611,2727186,0.3594,980155,17,0.5979,0.8231,234.55,0.0591,0.4277,0.4618,0.5295,moderate 9172,Botswana,2022,rural,Education,Junior,2.52,123134,0.1463,105122,0.4368,45921,44,0.6025,0.9329,356.86,0.0731,0.7876,0.6579,0.7171,high 9173,Uganda,2025,remote,ICT,Mid_Level,50.57,392982,0.4123,230963,0.1318,30436,17,0.6458,0.7582,263.94,0.059,0.5135,0.3359,0.4211,low 9174,Botswana,2018,capital,Health,Junior,2.38,113389,0.1286,98804,0.5275,52121,32,0.7159,0.7928,584.09,0.0935,0.751,0.5433,0.6781,high 9175,Rwanda,2024,urban,Education,Mid_Level,14.0,466795,0.1154,412944,0.5,206459,60,0.6817,0.89,567.93,0.0894,0.6685,0.7404,0.7705,high 9176,Uganda,2019,rural,Health,Junior,41.86,366152,0.3456,239618,0.2089,50057,16,0.581,0.7454,288.89,0.0551,0.5314,0.3719,0.458,low 9177,Ghana,2019,capital,Education,Junior,30.64,829476,0.1512,704085,0.4552,320534,18,0.5305,0.8224,224.02,0.0578,0.4905,0.4513,0.5886,moderate 9178,Senegal,2023,capital,Social_Services,Junior,17.53,431931,0.1651,360612,0.3355,120980,21,0.6404,0.787,265.52,0.071,0.4368,0.4552,0.5523,moderate 9179,Ghana,2024,urban,Health,Senior,34.0,877571,0.1604,736769,0.4372,322080,22,0.5598,0.7864,379.87,0.0681,0.5257,0.3598,0.5807,moderate 9180,Mozambique,2018,rural,Social_Services,Mid_Level,28.12,303100,0.3358,201322,0.1455,29299,14,0.5926,0.6176,97.54,0.0629,0.2593,0.1671,0.3727,low 9181,Kenya,2022,capital,Health,Junior,52.76,1662218,0.1157,1469913,0.503,739319,25,0.5511,0.8828,487.34,0.0641,0.6632,0.7496,0.683,high 9182,South Africa,2018,urban,Health,Mid_Level,59.11,2951534,0.1548,2494619,0.5089,1269568,32,0.7077,0.8813,434.93,0.0813,0.6893,0.5299,0.6726,high 9183,Tanzania,2019,rural,Education,Junior,57.79,976941,0.2356,746814,0.1914,142944,20,0.6527,0.7104,203.02,0.0702,0.5375,0.3627,0.4855,low 9184,Senegal,2024,capital,Education,Senior,18.0,363985,0.1173,321280,0.3282,105432,19,0.5971,0.8194,441.54,0.0676,0.5113,0.3467,0.5589,moderate 9185,Uganda,2022,capital,Security,Mid_Level,46.01,360025,0.2554,268059,0.3209,86014,10,0.6124,0.7083,216.6,0.066,0.4886,0.4297,0.4894,low 9186,Senegal,2023,rural,Agriculture,Junior,17.53,439656,0.1869,357498,0.2551,91202,24,0.5298,0.7466,176.31,0.05,0.4863,0.4583,0.5335,moderate 9187,South Africa,2024,capital,Justice,Junior,62.0,2895413,0.1677,2409883,0.6026,1452096,38,0.5945,0.7923,435.44,0.0723,0.801,0.6566,0.7183,high 9188,Tanzania,2021,rural,Justice,Junior,61.31,1076328,0.2521,804995,0.1987,159937,14,0.6334,0.6993,270.23,0.0639,0.4946,0.3661,0.4626,low 9189,Uganda,2025,urban,Health,Senior,50.57,420951,0.2361,321545,0.2945,94691,12,0.5298,0.8193,286.46,0.0667,0.4796,0.4733,0.5128,moderate 9190,Tanzania,2023,urban,Security,Senior,65.05,1135330,0.1632,950093,0.324,307871,16,0.6199,0.8141,322.64,0.055,0.4653,0.4086,0.5397,moderate 9191,Senegal,2023,urban,Health,Mid_Level,17.53,364604,0.1753,300702,0.3675,110515,23,0.6764,0.6762,205.93,0.0488,0.5731,0.334,0.5477,moderate 9192,Kenya,2019,capital,Education,Mid_Level,49.57,1508334,0.1424,1293489,0.4753,614805,35,0.5877,0.7813,462.89,0.0641,0.6455,0.7441,0.6769,high 9193,South Africa,2023,rural,Finance,Junior,61.51,3634759,0.2708,2650569,0.3735,989911,43,0.7683,0.9093,478.46,0.0829,0.5997,0.589,0.6384,moderate 9194,DRC,2018,urban,Agriculture,Junior,86.92,516712,0.398,311057,0.1723,53602,6,0.5205,0.5894,139.76,0.0657,0.3003,0.1946,0.3465,critical 9195,DRC,2024,remote,Health,Mid_Level,105.0,617308,0.4831,319078,0.1,31907,9,0.6138,0.6026,94.59,0.0616,0.2712,0.2334,0.3176,critical 9196,South Africa,2019,remote,Health,Junior,59.58,3358389,0.3103,2316134,0.3065,709991,48,0.7789,0.7938,543.43,0.0692,0.65,0.742,0.6273,moderate 9197,Ghana,2018,urban,ICT,Director,30.01,780302,0.1538,660265,0.3294,217462,22,0.672,0.6796,665.72,0.0613,0.4701,0.4067,0.5385,moderate 9198,Botswana,2022,rural,Education,Mid_Level,2.52,119374,0.1448,102088,0.399,40736,36,0.6496,0.8321,466.65,0.0766,0.6024,0.7439,0.663,high 9199,Rwanda,2024,rural,Finance,Mid_Level,14.0,437219,0.1465,373173,0.322,120171,39,0.6972,0.8748,648.27,0.0879,0.7659,0.7179,0.671,high 9200,Kenya,2020,rural,Health,Junior,50.61,1855435,0.187,1508439,0.3661,552186,24,0.5187,0.8995,640.79,0.0865,0.6539,0.6355,0.6186,moderate 9201,Mozambique,2024,capital,Social_Services,Junior,33.0,350323,0.3054,243350,0.2009,48887,9,0.4781,0.6088,94.4,0.0674,0.2899,0.1748,0.3842,low 9202,Ethiopia,2019,rural,Health,Junior,111.37,1429639,0.4191,830475,0.1796,149160,9,0.5377,0.6066,154.5,0.0599,0.2725,0.209,0.3518,low 9203,Mozambique,2023,urban,Health,Junior,32.13,291260,0.231,223987,0.2131,47726,8,0.5492,0.5943,90.9,0.0482,0.2566,0.2317,0.4035,low 9204,Tanzania,2018,rural,Education,Senior,56.11,887686,0.2117,699769,0.2471,172885,19,0.6042,0.8233,450.85,0.0543,0.5523,0.4257,0.5276,moderate 9205,Ghana,2025,remote,Education,Senior,34.71,864157,0.2576,641587,0.2284,146539,24,0.594,0.7762,263.85,0.0708,0.4648,0.4287,0.5085,moderate 9206,Senegal,2018,rural,Health,Junior,15.34,363333,0.1827,296939,0.244,72449,16,0.5096,0.7176,214.47,0.0711,0.5039,0.3765,0.501,moderate 9207,Rwanda,2024,capital,Agriculture,Senior,14.0,438767,0.1069,391846,0.5533,216801,54,0.6409,0.8938,951.29,0.0898,0.7099,0.5973,0.7614,high 9208,Ghana,2018,urban,Justice,Mid_Level,30.01,697957,0.2033,556089,0.414,230200,28,0.7026,0.7982,287.25,0.0496,0.5659,0.4021,0.5892,moderate 9209,DRC,2024,remote,Education,Junior,105.0,664946,0.5702,285796,0.1,28579,7,0.5165,0.6782,137.86,0.0561,0.3096,0.209,0.3035,critical 9210,Rwanda,2020,capital,Finance,Junior,12.73,347404,0.0838,318290,0.4778,152091,44,0.6526,0.9102,547.51,0.0853,0.7515,0.6805,0.7382,high 9211,Ghana,2019,rural,Social_Services,Senior,30.64,825193,0.2478,620686,0.2657,164911,30,0.705,0.822,267.56,0.0647,0.4806,0.3965,0.5405,moderate 9212,Rwanda,2018,rural,Administration,Junior,12.14,354631,0.1183,312693,0.3753,117340,57,0.6945,0.861,471.04,0.0947,0.6301,0.6435,0.7133,high 9213,Ethiopia,2022,capital,Social_Services,Junior,119.93,1256333,0.2815,902706,0.2243,202463,7,0.4719,0.6967,145.31,0.0639,0.308,0.1616,0.4047,low 9214,Rwanda,2021,remote,Social_Services,Senior,13.04,389173,0.1856,316937,0.262,83038,61,0.7879,0.8678,952.82,0.0756,0.6696,0.7473,0.6935,high 9215,Mozambique,2024,urban,Agriculture,Senior,33.0,343035,0.2839,245641,0.1898,46611,13,0.6107,0.6483,161.61,0.0516,0.2693,0.1899,0.4021,low 9216,Ghana,2023,rural,Education,Junior,33.3,897710,0.2838,642981,0.2785,179100,22,0.5739,0.8033,178.26,0.0507,0.4502,0.47,0.5162,moderate 9217,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,309674,0.2906,219669,0.2252,49460,9,0.5259,0.632,114.69,0.061,0.3,0.2181,0.4027,low 9218,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1697762,0.5007,847719,0.155,131402,10,0.5789,0.6057,118.75,0.0698,0.2679,0.2053,0.3267,critical 9219,Rwanda,2020,rural,Education,Junior,12.73,369721,0.1496,314414,0.3046,95779,41,0.6123,0.8768,441.16,0.0842,0.6798,0.6407,0.6548,high 9220,Ethiopia,2023,rural,Health,Senior,122.93,1320793,0.43,752857,0.1747,131512,8,0.6054,0.628,195.81,0.0679,0.2634,0.2069,0.3474,critical 9221,Mozambique,2022,remote,Health,Mid_Level,31.29,271916,0.5369,125918,0.1212,15262,8,0.4881,0.6734,119.56,0.058,0.2805,0.1812,0.3132,critical 9222,Kenya,2021,capital,Health,Junior,51.68,1979026,0.136,1709840,0.4401,752420,29,0.5276,0.8094,525.0,0.0818,0.7913,0.7344,0.6725,high 9223,Senegal,2021,rural,Health,Director,16.62,407177,0.2087,322190,0.2751,88640,26,0.6593,0.6948,661.63,0.0682,0.4936,0.4128,0.5265,moderate 9224,Uganda,2023,urban,Social_Services,Mid_Level,47.48,401800,0.2845,287472,0.3108,89333,11,0.5257,0.7711,254.77,0.0551,0.5519,0.347,0.4896,low 9225,Tanzania,2023,capital,Social_Services,Mid_Level,65.05,1035891,0.1852,844036,0.3413,288078,12,0.6035,0.8088,226.29,0.0703,0.5078,0.4154,0.5327,moderate 9226,South Africa,2021,urban,Education,Junior,60.54,3464294,0.1915,2800779,0.4831,1353089,35,0.6776,0.8058,445.97,0.0865,0.7071,0.7706,0.679,high 9227,Ethiopia,2023,remote,Infrastructure,Mid_Level,122.93,1471858,0.5086,723239,0.1301,94125,10,0.5839,0.7054,125.33,0.0606,0.3264,0.2047,0.3393,critical 9228,Nigeria,2023,rural,Education,Mid_Level,224.39,4985642,0.2747,3616190,0.2602,941095,19,0.6416,0.7056,296.76,0.057,0.5108,0.3393,0.4848,low 9229,Rwanda,2019,remote,Finance,Junior,12.43,348033,0.1756,286927,0.2638,75681,47,0.6236,0.9008,468.65,0.094,0.6934,0.7483,0.6688,high 9230,DRC,2018,rural,Health,Junior,86.92,535252,0.5088,262934,0.1138,29919,9,0.6043,0.6431,110.31,0.0592,0.3201,0.205,0.3227,critical 9231,Ghana,2021,rural,Justice,Junior,31.94,855459,0.2235,664276,0.2774,184249,28,0.5615,0.7861,256.71,0.0505,0.5535,0.4195,0.5487,moderate 9232,Botswana,2018,rural,Health,Junior,2.38,108753,0.1525,92171,0.4046,37294,32,0.5437,0.8885,500.39,0.0945,0.6509,0.7539,0.6668,high 9233,Nigeria,2018,capital,Infrastructure,Mid_Level,198.33,3537837,0.1984,2835935,0.3365,954295,16,0.5436,0.6832,276.01,0.0518,0.456,0.4666,0.5193,moderate 9234,DRC,2024,capital,Security,Senior,105.0,578194,0.3723,362949,0.1864,67664,6,0.54,0.6842,166.74,0.0579,0.3114,0.2094,0.3733,low 9235,Nigeria,2020,capital,Administration,Mid_Level,208.37,3732181,0.1933,3010873,0.3127,941619,24,0.5617,0.7289,198.83,0.0708,0.469,0.3317,0.5293,moderate 9236,Botswana,2018,urban,Health,Director,2.38,103137,0.1133,91454,0.6051,55341,40,0.655,0.8062,1320.86,0.0706,0.7011,0.6766,0.7317,high 9237,Ethiopia,2019,capital,Social_Services,Junior,111.37,1387156,0.2679,1015541,0.2318,235361,12,0.6071,0.6905,125.47,0.0583,0.2941,0.2145,0.4254,low 9238,Uganda,2020,urban,Health,Mid_Level,43.2,367671,0.2429,278374,0.2976,82835,17,0.5721,0.7777,279.77,0.0632,0.537,0.4401,0.5205,moderate 9239,Kenya,2024,capital,Education,Junior,55.0,1757634,0.1231,1541295,0.4312,664579,33,0.6378,0.7834,413.81,0.0842,0.8028,0.7483,0.6821,high 9240,DRC,2020,remote,Health,Junior,92.57,514557,0.5529,230063,0.1,23006,9,0.5524,0.6562,112.48,0.0501,0.2799,0.1617,0.3019,critical 9241,DRC,2021,capital,Finance,Mid_Level,95.53,626680,0.2907,444524,0.1768,78577,8,0.4977,0.6543,124.34,0.0586,0.3442,0.2393,0.398,low 9242,Mozambique,2019,urban,Administration,Director,28.88,266828,0.296,187845,0.19,35691,11,0.4628,0.68,236.57,0.0646,0.2615,0.1874,0.3979,low 9243,South Africa,2024,rural,Health,Senior,62.0,3597043,0.1941,2898687,0.3184,922965,38,0.6461,0.7754,851.06,0.0702,0.6321,0.7768,0.6333,moderate 9244,South Africa,2018,remote,Social_Services,Junior,59.11,3390609,0.2842,2426912,0.2506,608180,42,0.768,0.8466,573.66,0.0696,0.6566,0.6581,0.6051,moderate 9245,Kenya,2018,rural,Health,Director,48.55,1779960,0.1633,1489285,0.3642,542453,44,0.6896,0.934,1008.7,0.0874,0.7879,0.5744,0.6866,high 9246,Senegal,2022,rural,Social_Services,Junior,17.07,403537,0.2416,306035,0.2482,75960,17,0.528,0.7763,192.67,0.0609,0.4853,0.4193,0.5011,moderate 9247,Ethiopia,2022,urban,Administration,Junior,119.93,1557504,0.3741,974887,0.2464,240169,10,0.5688,0.6382,111.03,0.0664,0.333,0.2385,0.396,low 9248,Uganda,2022,rural,Security,Senior,46.01,402009,0.3363,266813,0.1892,50489,10,0.5303,0.7607,421.28,0.0525,0.4461,0.4351,0.4405,low 9249,Mozambique,2018,remote,Social_Services,Junior,28.12,278721,0.4153,162981,0.1,16298,11,0.4743,0.7103,151.91,0.0645,0.3052,0.1963,0.3554,low 9250,Senegal,2023,capital,ICT,Junior,17.53,378861,0.1184,334004,0.385,128585,25,0.6304,0.682,283.65,0.0512,0.5455,0.4736,0.5833,moderate 9251,Mozambique,2021,rural,Administration,Mid_Level,30.47,329790,0.3765,205616,0.1633,33582,9,0.456,0.6866,107.85,0.0716,0.3278,0.2204,0.377,low 9252,Botswana,2021,urban,Education,Director,2.49,97139,0.1247,85023,0.4686,39840,47,0.596,0.7842,1419.94,0.0763,0.6932,0.6468,0.7051,high 9253,South Africa,2025,urban,Health,Mid_Level,62.5,3165403,0.1535,2679489,0.4943,1324358,37,0.6793,0.822,633.11,0.0661,0.6757,0.6151,0.6801,high 9254,Kenya,2019,capital,Infrastructure,Mid_Level,49.57,1813068,0.1054,1621900,0.4409,715016,37,0.6895,0.8298,582.73,0.0818,0.7226,0.6383,0.6869,high 9255,Senegal,2022,urban,Justice,Senior,17.07,416385,0.1813,340878,0.3223,109876,18,0.4982,0.768,413.61,0.0604,0.487,0.4687,0.541,moderate 9256,Senegal,2025,urban,Education,Junior,18.49,466495,0.1334,404269,0.355,143508,26,0.5319,0.6899,282.49,0.0673,0.5358,0.451,0.5726,moderate 9257,Nigeria,2020,capital,Finance,Junior,208.37,4454689,0.1664,3713543,0.387,1437324,23,0.6597,0.8233,180.43,0.0571,0.5128,0.3975,0.5772,moderate 9258,South Africa,2019,rural,Social_Services,Director,59.58,3231729,0.1885,2622578,0.3538,927827,28,0.6634,0.8524,1323.28,0.0819,0.7872,0.759,0.6438,moderate 9259,DRC,2022,urban,Education,Mid_Level,98.59,554348,0.3772,345268,0.1517,52377,6,0.57,0.6888,148.81,0.0594,0.2634,0.2276,0.3611,low 9260,DRC,2020,rural,Education,Mid_Level,92.57,631164,0.4837,325869,0.1315,42855,7,0.5788,0.6204,102.06,0.0583,0.3103,0.1962,0.3232,critical 9261,Tanzania,2020,urban,Finance,Mid_Level,59.53,1172280,0.2301,902550,0.2663,240351,21,0.5956,0.7185,310.59,0.0537,0.5,0.4659,0.5159,moderate 9262,Tanzania,2018,rural,Education,Junior,56.11,1007809,0.2726,733059,0.2045,149944,19,0.5417,0.713,264.14,0.0561,0.471,0.3997,0.4745,low 9263,South Africa,2025,rural,Health,Junior,62.5,3477493,0.2355,2658640,0.3547,943063,51,0.7939,0.8196,501.5,0.078,0.7189,0.5272,0.6549,high 9264,DRC,2019,urban,Security,Junior,89.7,532895,0.3883,325969,0.1616,52664,9,0.6034,0.6917,104.01,0.0695,0.2816,0.1651,0.3642,low 9265,Ethiopia,2023,rural,Health,Director,122.93,1468259,0.4115,864064,0.1415,122276,8,0.5935,0.6077,298.55,0.0714,0.329,0.2114,0.3477,critical 9266,Nigeria,2023,urban,Social_Services,Mid_Level,224.39,3917666,0.1918,3166321,0.3591,1137132,19,0.6535,0.8045,264.91,0.0716,0.4253,0.3848,0.541,moderate 9267,Ghana,2018,capital,Infrastructure,Senior,30.01,769580,0.1455,657619,0.4814,316591,25,0.5743,0.7667,266.91,0.0599,0.4643,0.4448,0.6024,moderate 9268,Ethiopia,2023,remote,Health,Junior,122.93,1360955,0.6,544382,0.1362,74156,11,0.5343,0.6501,101.52,0.0635,0.3429,0.1736,0.3107,critical 9269,Uganda,2019,urban,Social_Services,Mid_Level,41.86,354707,0.2871,252860,0.241,60928,16,0.6407,0.6825,246.26,0.0675,0.4702,0.333,0.4611,low 9270,Rwanda,2021,capital,Agriculture,Senior,13.04,381480,0.0953,345111,0.5106,176211,51,0.7579,0.8787,861.41,0.0811,0.6491,0.5891,0.7369,high 9271,Senegal,2024,rural,Education,Junior,18.0,386752,0.2452,291929,0.2789,81428,16,0.5092,0.6945,285.65,0.0597,0.5721,0.3824,0.4981,low 9272,Botswana,2024,rural,ICT,Mid_Level,2.6,102297,0.1955,82299,0.3688,30349,56,0.7269,0.8327,368.97,0.0884,0.7392,0.7746,0.7096,high 9273,South Africa,2021,rural,Justice,Mid_Level,60.54,3426666,0.2203,2671937,0.3994,1067103,50,0.5999,0.8402,390.54,0.0722,0.7277,0.6244,0.681,high 9274,Mozambique,2019,rural,Administration,Junior,28.88,275345,0.3268,185359,0.1378,25551,13,0.4938,0.5862,143.83,0.068,0.2871,0.2324,0.3751,low 9275,Kenya,2018,urban,Finance,Junior,48.55,1587146,0.1229,1392155,0.4073,567032,39,0.7321,0.9329,500.44,0.0769,0.7885,0.7218,0.7096,high 9276,Ethiopia,2021,urban,Health,Junior,117.0,1604737,0.3526,1038950,0.2152,223566,10,0.4759,0.7092,123.65,0.0663,0.3135,0.2081,0.3992,low 9277,Senegal,2022,capital,Infrastructure,Executive,17.07,325449,0.1351,281479,0.4218,118714,24,0.5384,0.6985,985.29,0.0546,0.4507,0.4526,0.5768,moderate 9278,Nigeria,2023,urban,Health,Junior,224.39,4009298,0.2087,3172556,0.3064,972031,17,0.52,0.6866,186.98,0.0715,0.4469,0.3419,0.4988,low 9279,Senegal,2019,urban,ICT,Mid_Level,15.76,395202,0.1415,339298,0.3762,127658,16,0.5767,0.7906,192.73,0.0583,0.4535,0.3859,0.5512,moderate 9280,South Africa,2019,rural,Health,Junior,59.58,2698830,0.256,2007835,0.3241,650724,45,0.6915,0.7797,552.79,0.0941,0.7677,0.5342,0.6267,moderate 9281,Mozambique,2020,remote,Education,Mid_Level,29.66,339661,0.4597,183533,0.1227,22516,10,0.4759,0.5861,120.09,0.0496,0.3211,0.2286,0.3336,critical 9282,DRC,2023,urban,Education,Director,101.74,598753,0.3152,410041,0.1496,61335,6,0.4921,0.6409,344.06,0.0596,0.2682,0.1818,0.3647,low 9283,Nigeria,2024,rural,Infrastructure,Senior,230.0,4968127,0.3232,3362195,0.2217,745249,17,0.4978,0.7318,414.0,0.0517,0.4945,0.3203,0.4583,low 9284,Tanzania,2025,urban,Agriculture,Senior,69.01,1176086,0.179,965593,0.2658,256697,20,0.5665,0.6979,272.6,0.0508,0.5235,0.4517,0.5239,moderate 9285,Ghana,2023,capital,Finance,Junior,33.3,955853,0.136,825860,0.4132,341247,21,0.5324,0.7952,216.35,0.0599,0.4267,0.3625,0.57,moderate 9286,DRC,2018,urban,Finance,Junior,86.92,472099,0.3991,283692,0.1548,43925,6,0.4815,0.6603,115.2,0.0516,0.2644,0.1859,0.348,critical 9287,Nigeria,2024,urban,Infrastructure,Senior,230.0,4598799,0.2662,3374748,0.3103,1047027,14,0.5184,0.7771,375.14,0.0657,0.5392,0.4415,0.5106,moderate 9288,Ethiopia,2019,capital,Social_Services,Mid_Level,111.37,1450775,0.3155,993079,0.2045,203057,8,0.6005,0.708,130.5,0.0586,0.3031,0.2252,0.4013,low 9289,Ghana,2019,remote,Health,Executive,30.64,788332,0.2798,567742,0.1792,101761,26,0.6862,0.7917,850.09,0.0662,0.5326,0.3204,0.4939,low 9290,DRC,2019,rural,Administration,Mid_Level,89.7,585729,0.4987,293602,0.1109,32562,6,0.4905,0.6957,104.95,0.0677,0.2991,0.2015,0.3225,critical 9291,Uganda,2022,capital,Health,Senior,46.01,394529,0.286,281705,0.2981,83971,12,0.5371,0.6786,326.41,0.0523,0.4269,0.4228,0.4698,low 9292,Tanzania,2024,rural,Agriculture,Mid_Level,67.0,1340512,0.2871,955644,0.2151,205554,21,0.5945,0.8069,278.02,0.0605,0.5215,0.4341,0.5011,moderate 9293,DRC,2019,rural,Finance,Senior,89.7,575833,0.3864,353353,0.1219,43073,7,0.4544,0.6176,230.84,0.0612,0.3141,0.1647,0.3419,critical 9294,Ghana,2024,capital,Education,Junior,34.0,917262,0.1626,768084,0.3788,290948,29,0.6314,0.6795,199.66,0.0687,0.5604,0.4134,0.5758,moderate 9295,DRC,2025,urban,Security,Director,108.36,730388,0.396,441144,0.1644,72521,8,0.4677,0.6311,297.17,0.0534,0.2788,0.2011,0.3548,low 9296,Rwanda,2023,rural,Justice,Mid_Level,13.67,396598,0.1523,336193,0.3693,124153,52,0.7013,0.8041,532.98,0.0736,0.6497,0.735,0.6933,high 9297,Ghana,2025,urban,Justice,Junior,34.71,775281,0.197,622574,0.3454,215025,32,0.5959,0.8165,280.44,0.057,0.5462,0.361,0.5803,moderate 9298,Ethiopia,2024,urban,Health,Mid_Level,126.0,1654337,0.261,1222573,0.242,295900,8,0.5904,0.6843,111.62,0.0591,0.3044,0.1943,0.4178,low 9299,Kenya,2023,remote,Administration,Junior,53.87,2000171,0.2313,1537491,0.2732,420080,44,0.673,0.773,466.32,0.0643,0.7748,0.6298,0.6269,moderate 9300,Rwanda,2021,capital,Justice,Mid_Level,13.04,389130,0.1112,345840,0.437,151127,47,0.7798,0.9333,580.15,0.0651,0.6054,0.675,0.717,high 9301,Nigeria,2019,remote,Finance,Mid_Level,203.29,4540450,0.4067,2693627,0.1891,509333,16,0.5201,0.7185,216.05,0.048,0.5253,0.4354,0.4394,low 9302,Tanzania,2021,capital,Education,Junior,61.31,1088298,0.1787,893786,0.3728,333223,20,0.5067,0.7146,206.88,0.0584,0.4975,0.3951,0.545,moderate 9303,Nigeria,2019,urban,Health,Junior,203.29,4565491,0.1998,3653508,0.3315,1211019,25,0.5967,0.6755,286.74,0.0585,0.5088,0.3597,0.5336,moderate 9304,Senegal,2020,capital,Finance,Executive,16.18,342273,0.1603,287414,0.4082,117319,17,0.6211,0.809,1271.51,0.0534,0.4439,0.3427,0.5545,moderate 9305,Senegal,2024,urban,Agriculture,Junior,18.0,395769,0.1422,339477,0.3489,118438,23,0.6699,0.8042,267.53,0.0524,0.4397,0.3782,0.5616,moderate 9306,Mozambique,2021,rural,Security,Senior,30.47,319437,0.4443,177511,0.1256,22297,15,0.5342,0.6692,167.1,0.0672,0.2716,0.2,0.3554,low 9307,Rwanda,2022,capital,Justice,Junior,13.35,455492,0.0822,418046,0.5174,216317,35,0.6748,0.7716,631.74,0.0678,0.721,0.5745,0.6916,high 9308,Botswana,2022,capital,Justice,Mid_Level,2.52,115500,0.1192,101737,0.5475,55696,54,0.7029,0.9207,579.58,0.0788,0.7119,0.5508,0.7564,high 9309,Botswana,2023,urban,Agriculture,Junior,2.56,110836,0.1136,98247,0.4953,48664,43,0.5877,0.8015,465.62,0.0855,0.7111,0.7008,0.7144,high 9310,Senegal,2024,rural,Health,Junior,18.0,378043,0.2268,292308,0.2267,66260,16,0.6292,0.811,296.43,0.0566,0.5026,0.3729,0.4992,low 9311,Ethiopia,2019,rural,Social_Services,Junior,111.37,1326758,0.4089,784303,0.1614,126618,10,0.4995,0.6601,96.54,0.0517,0.2838,0.2217,0.3627,low 9312,Ethiopia,2018,urban,Social_Services,Junior,108.65,1488709,0.3708,936764,0.2529,236907,10,0.4797,0.6726,95.2,0.0594,0.264,0.182,0.391,low 9313,South Africa,2025,urban,Education,Senior,62.5,3542176,0.1468,3022260,0.4936,1491797,38,0.6715,0.8074,710.69,0.0925,0.7018,0.6614,0.6891,high 9314,South Africa,2019,capital,ICT,Mid_Level,59.58,2744605,0.1384,2364672,0.5381,1272394,45,0.608,0.815,618.93,0.0766,0.7746,0.5745,0.7196,high 9315,Nigeria,2018,rural,Finance,Mid_Level,198.33,3765043,0.3491,2450833,0.2152,527528,14,0.6352,0.8124,232.99,0.0489,0.4813,0.3234,0.4539,low 9316,South Africa,2022,rural,Education,Mid_Level,61.02,3110011,0.2385,2368244,0.3557,842314,43,0.6958,0.7804,508.71,0.0643,0.805,0.5951,0.6439,moderate 9317,Kenya,2023,urban,Security,Junior,53.87,2051383,0.1317,1781133,0.4998,890132,38,0.6206,0.8936,552.26,0.0762,0.7183,0.5416,0.697,high 9318,Tanzania,2025,capital,Security,Senior,69.01,1277059,0.1844,1041535,0.3215,334857,19,0.5775,0.6908,358.56,0.0539,0.4304,0.4257,0.521,moderate 9319,DRC,2019,urban,Health,Senior,89.7,477392,0.378,296950,0.1656,49171,10,0.5087,0.6335,132.52,0.0572,0.3144,0.2049,0.3688,low 9320,Mozambique,2021,rural,Health,Director,30.47,349068,0.385,214686,0.1307,28054,13,0.5312,0.6565,352.37,0.0591,0.2739,0.2342,0.3682,low 9321,Rwanda,2018,urban,Finance,Mid_Level,12.14,359091,0.0938,325405,0.4263,138726,51,0.6037,0.8161,350.76,0.0739,0.6602,0.6374,0.7128,high 9322,Botswana,2023,urban,Administration,Junior,2.56,114635,0.1187,101026,0.5962,60228,41,0.7325,0.8769,609.59,0.0718,0.6512,0.6372,0.7322,high 9323,Mozambique,2021,rural,Education,Mid_Level,30.47,283302,0.4063,168207,0.1364,22947,13,0.5148,0.6042,119.39,0.0535,0.2922,0.1652,0.3514,low 9324,Ethiopia,2024,rural,Education,Junior,126.0,1706618,0.3851,1049433,0.1479,155192,9,0.5767,0.6449,114.44,0.0584,0.2957,0.1875,0.3583,low 9325,Nigeria,2019,urban,Finance,Mid_Level,203.29,4493241,0.2668,3294587,0.3016,993632,25,0.5354,0.8059,212.46,0.0662,0.5236,0.3484,0.5293,moderate 9326,Uganda,2018,rural,Education,Mid_Level,40.56,286241,0.4016,171293,0.1996,34181,16,0.4953,0.6915,211.2,0.0515,0.4657,0.3868,0.4285,low 9327,Kenya,2019,rural,Security,Mid_Level,49.57,1883155,0.1762,1551279,0.3158,489837,27,0.6075,0.7805,556.89,0.0958,0.7687,0.699,0.6162,moderate 9328,Rwanda,2024,rural,Agriculture,Director,14.0,473925,0.1427,406277,0.3568,144971,57,0.6466,0.9047,1269.45,0.0743,0.6955,0.7538,0.7267,high 9329,Uganda,2021,rural,Finance,Junior,44.58,303878,0.2963,213836,0.1856,39685,13,0.5108,0.7139,238.83,0.0616,0.5244,0.3332,0.4477,low 9330,Nigeria,2023,capital,Education,Junior,224.39,3939506,0.1653,3288297,0.3468,1140464,18,0.6208,0.7809,213.05,0.0591,0.5534,0.4067,0.5535,moderate 9331,Senegal,2023,urban,Finance,Junior,17.53,389704,0.1662,324932,0.3674,119394,22,0.6246,0.7391,306.66,0.0708,0.4913,0.4085,0.5562,moderate 9332,Senegal,2024,rural,Health,Mid_Level,18.0,353957,0.2083,280210,0.2887,80902,18,0.5246,0.6951,196.61,0.0498,0.5667,0.3541,0.5114,moderate 9333,Botswana,2025,urban,Health,Junior,2.64,120705,0.1356,104332,0.5148,53710,58,0.6378,0.9092,597.51,0.0657,0.6733,0.5805,0.7516,high 9334,Uganda,2022,urban,Social_Services,Director,46.01,367857,0.2926,260239,0.2916,75897,19,0.492,0.6972,604.6,0.0719,0.427,0.4189,0.4864,low 9335,DRC,2021,capital,Education,Director,95.53,498953,0.3263,336153,0.1879,63161,9,0.4979,0.6646,315.91,0.0682,0.323,0.2056,0.3905,low 9336,DRC,2023,remote,Health,Junior,101.74,559583,0.6,223833,0.1,22383,7,0.5562,0.6786,130.64,0.071,0.322,0.2218,0.2987,critical 9337,DRC,2020,remote,Education,Senior,92.57,564417,0.5776,238409,0.1,23840,7,0.506,0.6889,205.48,0.0513,0.3341,0.231,0.3079,critical 9338,Kenya,2019,rural,Education,Mid_Level,49.57,1875745,0.2067,1488045,0.3102,461665,31,0.6236,0.7969,566.38,0.0951,0.595,0.6284,0.5953,moderate 9339,Tanzania,2020,remote,Security,Mid_Level,59.53,1170689,0.2927,828016,0.1476,122236,15,0.5931,0.7407,268.56,0.0541,0.434,0.3528,0.441,low 9340,Kenya,2025,urban,Security,Mid_Level,56.15,1712199,0.1142,1516580,0.496,752292,37,0.7246,0.8946,649.18,0.075,0.6532,0.6253,0.7,high 9341,Tanzania,2021,urban,Education,Mid_Level,61.31,1019876,0.2078,807949,0.3,242394,17,0.6027,0.8066,299.05,0.067,0.5269,0.4253,0.5318,moderate 9342,Ghana,2020,rural,Education,Junior,31.29,879956,0.1941,709166,0.282,199998,20,0.5342,0.7193,291.96,0.0497,0.5396,0.3985,0.5237,moderate 9343,Ghana,2019,rural,Education,Senior,30.64,828091,0.2217,644466,0.2486,160231,31,0.695,0.7442,420.87,0.065,0.4709,0.3988,0.5328,moderate 9344,Ghana,2019,rural,Education,Mid_Level,30.64,762190,0.2307,586316,0.2451,143707,19,0.6227,0.8132,324.91,0.0557,0.4276,0.3696,0.5028,moderate 9345,Tanzania,2022,remote,Education,Mid_Level,63.15,1284341,0.2665,942001,0.144,135637,16,0.5925,0.7119,278.67,0.0657,0.4395,0.4351,0.4536,low 9346,South Africa,2019,remote,Security,Senior,59.58,2737160,0.2399,2080440,0.28,582444,34,0.692,0.77,726.22,0.0873,0.7368,0.6901,0.6032,moderate 9347,DRC,2022,capital,ICT,Mid_Level,98.59,515858,0.2726,375229,0.1716,64402,9,0.4582,0.6101,101.27,0.0533,0.3359,0.2325,0.3956,low 9348,Mozambique,2020,rural,Education,Junior,29.66,271476,0.3529,175663,0.1327,23318,9,0.5069,0.713,103.56,0.0634,0.3266,0.179,0.375,low 9349,Tanzania,2024,rural,Education,Director,67.0,1207875,0.2687,883335,0.2533,223768,12,0.6025,0.6872,450.99,0.0635,0.4394,0.4265,0.4658,low 9350,Uganda,2019,capital,Infrastructure,Senior,41.86,294786,0.2071,233750,0.2924,68339,13,0.5567,0.6781,478.45,0.0522,0.5457,0.4718,0.5073,moderate 9351,Senegal,2019,rural,Administration,Director,15.76,356879,0.2153,280040,0.2654,74321,23,0.6756,0.709,812.42,0.0584,0.4883,0.4488,0.5201,moderate 9352,South Africa,2021,urban,Health,Mid_Level,60.54,2986939,0.1892,2421707,0.4306,1042825,40,0.6958,0.8392,529.22,0.0865,0.6404,0.5436,0.6546,high 9353,Mozambique,2022,urban,Security,Senior,31.29,320189,0.3165,218858,0.1938,42418,15,0.5185,0.6939,214.27,0.0598,0.2564,0.1802,0.4046,low 9354,Tanzania,2024,urban,Finance,Mid_Level,67.0,1114119,0.2211,867783,0.3236,280781,13,0.5696,0.7479,249.63,0.0517,0.5468,0.4229,0.5173,moderate 9355,South Africa,2023,rural,Social_Services,Senior,61.51,2904589,0.1856,2365579,0.3105,734394,34,0.6002,0.8912,621.16,0.0921,0.7914,0.5922,0.6383,moderate 9356,Uganda,2019,urban,Health,Director,41.86,286574,0.3212,194516,0.2455,47752,13,0.4909,0.6894,659.65,0.0527,0.5376,0.4244,0.4632,low 9357,Ethiopia,2022,rural,Education,Director,119.93,1551277,0.4115,912940,0.17,155182,10,0.5161,0.6337,254.62,0.0549,0.3115,0.1959,0.3604,low 9358,South Africa,2025,capital,Finance,Junior,62.5,3285286,0.1609,2756641,0.5247,1446305,39,0.6961,0.8416,423.27,0.0959,0.7988,0.7262,0.7172,high 9359,Kenya,2020,capital,Justice,Senior,50.61,1794237,0.0975,1619248,0.4137,669940,25,0.6601,0.8484,917.44,0.087,0.7267,0.5408,0.6456,moderate 9360,Senegal,2023,capital,Education,Junior,17.53,415408,0.1549,351059,0.4326,151864,26,0.5328,0.7852,316.95,0.048,0.4448,0.4335,0.59,moderate 9361,Tanzania,2024,rural,Security,Junior,67.0,1100323,0.2176,860916,0.2228,191841,16,0.5272,0.7982,219.48,0.056,0.5278,0.325,0.4963,low 9362,Botswana,2020,urban,Infrastructure,Mid_Level,2.45,105640,0.1505,89739,0.5408,48527,36,0.5616,0.8488,539.85,0.0653,0.7276,0.5781,0.6954,high 9363,Rwanda,2021,rural,Finance,Junior,13.04,367882,0.1257,321656,0.2858,91919,43,0.7594,0.8044,441.41,0.0937,0.7295,0.712,0.6623,high 9364,Uganda,2024,urban,Education,Junior,49.0,344015,0.3131,236309,0.247,58357,18,0.5634,0.7626,221.67,0.0481,0.5152,0.4725,0.4916,low 9365,Senegal,2019,rural,Finance,Senior,15.76,377526,0.2216,293880,0.2719,79902,19,0.4946,0.7818,263.49,0.0706,0.4383,0.3909,0.5103,moderate 9366,Nigeria,2024,rural,Agriculture,Junior,230.0,4416872,0.2474,3324254,0.2348,780384,16,0.5542,0.7623,289.83,0.069,0.546,0.3204,0.4878,low 9367,Tanzania,2023,urban,Health,Mid_Level,65.05,1083062,0.1679,901219,0.3402,306578,12,0.5821,0.8168,296.15,0.0593,0.5482,0.4197,0.5424,moderate 9368,Ghana,2020,rural,Infrastructure,Mid_Level,31.29,779758,0.2343,597031,0.306,182712,32,0.6983,0.8234,229.49,0.0652,0.4623,0.3454,0.5522,moderate 9369,Rwanda,2023,capital,Health,Junior,13.67,469889,0.095,425249,0.457,194358,63,0.6858,0.9301,531.62,0.0706,0.6769,0.6664,0.7719,high 9370,Tanzania,2018,urban,Education,Junior,56.11,1123778,0.1688,934108,0.3044,284332,16,0.6127,0.8138,206.21,0.0491,0.5292,0.4475,0.5436,moderate 9371,Uganda,2020,rural,Justice,Junior,43.2,352042,0.3071,243930,0.2247,54807,11,0.475,0.7869,226.01,0.0715,0.5569,0.3764,0.4683,low 9372,Rwanda,2020,rural,Education,Mid_Level,12.73,413018,0.1408,354870,0.3791,134516,56,0.7888,0.8759,470.47,0.0846,0.6097,0.608,0.7027,high 9373,Senegal,2018,capital,Security,Director,15.34,341811,0.1713,283263,0.4277,121159,23,0.5842,0.7688,664.59,0.0516,0.5675,0.4301,0.5867,moderate 9374,South Africa,2021,capital,Security,Junior,60.54,3351947,0.1548,2833004,0.5235,1483172,42,0.6228,0.8407,429.69,0.0891,0.6047,0.568,0.6906,high 9375,South Africa,2023,urban,Infrastructure,Junior,61.51,3680678,0.1569,3103004,0.5528,1715489,38,0.6995,0.8504,537.4,0.0693,0.6296,0.557,0.6902,high 9376,Rwanda,2021,urban,Social_Services,Mid_Level,13.04,370448,0.1213,325497,0.4188,136312,57,0.7748,0.8847,419.14,0.08,0.616,0.5893,0.7201,high 9377,Tanzania,2020,capital,Social_Services,Junior,59.53,953949,0.1438,816799,0.3733,304906,17,0.6506,0.8103,283.03,0.0506,0.5105,0.4004,0.5625,moderate 9378,Ethiopia,2025,urban,Finance,Senior,129.15,1396276,0.3489,909077,0.2011,182851,10,0.6071,0.6353,211.04,0.0512,0.2667,0.1844,0.3785,low 9379,DRC,2024,urban,Education,Senior,105.0,683640,0.3942,414123,0.1877,77748,9,0.4977,0.6424,159.39,0.0686,0.3429,0.2305,0.3746,low 9380,Tanzania,2021,urban,Administration,Junior,61.31,1137967,0.2248,882119,0.307,270845,21,0.5255,0.6754,311.79,0.0675,0.5528,0.3244,0.5121,moderate 9381,DRC,2024,remote,Education,Senior,105.0,671870,0.4826,347607,0.1029,35768,9,0.5289,0.6716,188.23,0.0716,0.2613,0.1926,0.3237,critical 9382,Ethiopia,2021,capital,Education,Director,117.0,1437799,0.3302,963061,0.2056,198043,9,0.6079,0.6008,260.82,0.0508,0.2605,0.2038,0.3779,low 9383,Senegal,2024,remote,Justice,Junior,18.0,422647,0.245,319096,0.2024,64573,23,0.5348,0.7587,252.22,0.0549,0.4893,0.4065,0.5002,moderate 9384,Uganda,2019,rural,Administration,Junior,41.86,312415,0.3315,208855,0.1756,36672,16,0.5071,0.6866,230.23,0.065,0.4393,0.3676,0.4347,low 9385,Ghana,2024,remote,Social_Services,Mid_Level,34.0,892457,0.2555,664477,0.2091,138970,20,0.6293,0.8003,305.12,0.0607,0.4829,0.3535,0.4921,low 9386,Botswana,2019,capital,Health,Junior,2.41,93967,0.1217,82533,0.5467,45123,57,0.7718,0.7811,365.12,0.0938,0.635,0.7169,0.7511,high 9387,South Africa,2023,urban,Infrastructure,Senior,61.51,3244796,0.1788,2664675,0.4713,1255746,39,0.5976,0.8938,673.36,0.072,0.6967,0.5212,0.6765,high 9388,Senegal,2023,capital,Agriculture,Junior,17.53,435236,0.1286,379273,0.4233,160537,16,0.481,0.7202,261.22,0.0571,0.5246,0.3272,0.5569,moderate 9389,South Africa,2022,remote,Finance,Mid_Level,61.02,3506964,0.3097,2420955,0.2686,650229,31,0.6084,0.7736,534.6,0.094,0.6707,0.5975,0.5601,moderate 9390,Botswana,2019,capital,Health,Senior,2.41,110408,0.1263,96465,0.5658,54583,47,0.6315,0.8325,864.52,0.0667,0.7835,0.6945,0.7501,high 9391,Nigeria,2021,remote,Security,Junior,213.58,4724575,0.3693,2979625,0.1979,589579,16,0.5445,0.729,194.94,0.0618,0.5277,0.3508,0.4443,low 9392,Mozambique,2024,rural,Administration,Mid_Level,33.0,308535,0.4249,177424,0.1299,23038,9,0.5727,0.6473,130.16,0.0685,0.2553,0.2219,0.3435,critical 9393,Nigeria,2021,capital,Finance,Junior,213.58,3660634,0.2059,2906774,0.3724,1082588,20,0.5892,0.7308,296.36,0.0649,0.4916,0.3892,0.5393,moderate 9394,Botswana,2018,urban,Education,Mid_Level,2.38,110249,0.1165,97404,0.4851,47255,47,0.6108,0.9066,471.02,0.0784,0.7081,0.6944,0.7359,high 9395,DRC,2018,rural,Education,Mid_Level,86.92,479150,0.3863,294043,0.107,31475,6,0.5735,0.6335,125.48,0.0599,0.3006,0.1915,0.3394,critical 9396,Ethiopia,2024,remote,Security,Junior,126.0,1648780,0.5667,714392,0.1084,77436,12,0.5065,0.5862,125.03,0.0581,0.2702,0.1645,0.2968,critical 9397,Tanzania,2020,capital,Security,Junior,59.53,1124862,0.1702,933403,0.3008,280723,21,0.6568,0.7152,253.94,0.0628,0.526,0.4324,0.5383,moderate 9398,South Africa,2018,urban,Finance,Junior,59.11,2985194,0.1733,2467847,0.4519,1115201,31,0.5587,0.907,479.7,0.0725,0.6093,0.747,0.6688,high 9399,Ghana,2025,rural,Social_Services,Junior,34.71,820525,0.2026,654293,0.2763,180765,22,0.6182,0.7631,297.46,0.0667,0.4564,0.406,0.5241,moderate 9400,Nigeria,2019,rural,Health,Senior,203.29,3786477,0.292,2680769,0.2565,687721,22,0.5846,0.8173,416.39,0.0483,0.4715,0.4241,0.5083,moderate 9401,Rwanda,2023,capital,Health,Junior,13.67,395606,0.0957,357764,0.4762,170374,49,0.7179,0.7771,445.92,0.0887,0.7239,0.5487,0.7115,high 9402,Nigeria,2021,rural,Finance,Junior,213.58,4284697,0.2601,3170354,0.2608,826726,23,0.596,0.7897,206.95,0.065,0.5472,0.4721,0.5281,moderate 9403,Nigeria,2019,urban,Security,Mid_Level,203.29,3587202,0.2671,2629002,0.2839,746428,24,0.5861,0.7482,281.42,0.053,0.5035,0.3651,0.5133,moderate 9404,DRC,2019,rural,Health,Mid_Level,89.7,569137,0.4034,339572,0.1309,44456,8,0.4571,0.688,89.3,0.0706,0.2767,0.1709,0.3499,critical 9405,Mozambique,2020,rural,Justice,Senior,29.66,295662,0.4165,172531,0.1589,27408,11,0.5539,0.6254,226.71,0.0523,0.2936,0.2093,0.3572,low 9406,Ghana,2020,capital,Infrastructure,Mid_Level,31.29,777356,0.134,673172,0.3654,245978,28,0.5661,0.6989,295.39,0.06,0.5049,0.3429,0.5675,moderate 9407,Senegal,2024,rural,Security,Junior,18.0,360950,0.2442,272794,0.2243,61180,22,0.6058,0.8169,205.83,0.0482,0.4863,0.3689,0.5081,moderate 9408,DRC,2020,rural,Administration,Senior,92.57,602408,0.5567,267069,0.1133,30248,5,0.5339,0.6282,143.35,0.0672,0.3338,0.2393,0.3032,critical 9409,Botswana,2021,capital,Infrastructure,Senior,2.49,109996,0.0964,99390,0.6072,60344,44,0.7016,0.8815,653.22,0.0746,0.7244,0.6516,0.7575,high 9410,Uganda,2023,capital,Administration,Junior,47.48,384441,0.2759,278376,0.3164,88078,12,0.5161,0.7546,231.3,0.0512,0.5349,0.4492,0.5017,moderate 9411,Senegal,2022,rural,Social_Services,Junior,17.07,346150,0.2327,265611,0.2296,60982,21,0.6045,0.7139,314.52,0.0567,0.4855,0.4053,0.4979,low 9412,Kenya,2021,urban,Health,Mid_Level,51.68,1909083,0.137,1647513,0.3877,638699,42,0.7588,0.7812,401.83,0.0823,0.7101,0.548,0.6607,high 9413,Ghana,2021,urban,Social_Services,Junior,31.94,748264,0.2014,597554,0.3666,219043,20,0.5668,0.744,211.63,0.068,0.487,0.3342,0.535,moderate 9414,Kenya,2024,urban,Health,Senior,55.0,1679833,0.1521,1424246,0.4868,693343,42,0.7008,0.8697,693.77,0.0906,0.611,0.6601,0.6962,high 9415,Ghana,2020,capital,Security,Director,31.29,680135,0.1694,564936,0.4758,268797,19,0.6157,0.7817,798.33,0.0556,0.5409,0.3431,0.5798,moderate 9416,DRC,2021,urban,Justice,Junior,95.53,495465,0.307,343362,0.1748,60005,8,0.5362,0.6876,123.11,0.0688,0.2557,0.2118,0.3868,low 9417,Uganda,2023,remote,Security,Mid_Level,47.48,414677,0.3715,260606,0.1711,44593,18,0.5744,0.793,279.68,0.0688,0.4689,0.4484,0.4556,low 9418,Tanzania,2020,urban,Education,Junior,59.53,1018692,0.2065,808323,0.2987,241441,18,0.6016,0.7918,273.37,0.0637,0.4354,0.3204,0.5124,moderate 9419,South Africa,2021,urban,Social_Services,Junior,60.54,3532953,0.1508,3000046,0.4854,1456323,39,0.7428,0.7796,610.24,0.0752,0.6334,0.7642,0.6878,high 9420,Ghana,2022,rural,Security,Junior,32.62,878717,0.2409,667036,0.3145,209752,18,0.4997,0.6943,250.67,0.0529,0.4813,0.4336,0.509,moderate 9421,Uganda,2018,capital,Health,Mid_Level,40.56,299573,0.2646,220314,0.2655,58489,16,0.6161,0.8034,188.32,0.0556,0.5232,0.3408,0.4971,low 9422,DRC,2025,rural,Security,Junior,108.36,698791,0.5364,323982,0.1356,43930,5,0.5855,0.6682,131.48,0.049,0.3329,0.1804,0.3139,critical 9423,Ghana,2021,urban,Health,Junior,31.94,889350,0.1841,725596,0.3402,246863,31,0.6948,0.807,266.96,0.0581,0.4541,0.4723,0.5802,moderate 9424,Botswana,2019,urban,Infrastructure,Mid_Level,2.41,111931,0.1128,99307,0.5984,59426,33,0.5962,0.836,498.18,0.0916,0.8028,0.6672,0.7263,high 9425,Tanzania,2022,capital,Education,Mid_Level,63.15,1031330,0.1854,840136,0.3405,286108,18,0.5779,0.7082,244.33,0.0648,0.482,0.3499,0.5232,moderate 9426,Ghana,2022,rural,Administration,Senior,32.62,921984,0.2815,662402,0.2848,188683,31,0.5343,0.8149,379.04,0.0536,0.5383,0.3348,0.5379,moderate 9427,Ghana,2022,capital,Agriculture,Junior,32.62,726587,0.1321,630586,0.4116,259556,23,0.5479,0.7613,177.23,0.0596,0.4491,0.3776,0.5742,moderate 9428,Mozambique,2019,rural,Administration,Junior,28.88,284894,0.3107,196367,0.1376,27023,14,0.5675,0.628,91.81,0.0559,0.2566,0.2235,0.3839,low 9429,Ethiopia,2025,remote,Agriculture,Junior,129.15,1701596,0.4351,961213,0.127,122076,10,0.503,0.5853,126.23,0.0615,0.2701,0.1695,0.3297,critical 9430,South Africa,2019,urban,Finance,Mid_Level,59.58,3471112,0.1726,2871977,0.4488,1288924,45,0.6565,0.8906,497.79,0.0949,0.629,0.5962,0.6877,high 9431,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1602137,0.4878,820544,0.1814,148884,10,0.607,0.6047,134.24,0.0708,0.282,0.1967,0.337,critical 9432,Nigeria,2023,urban,Education,Junior,224.39,5088968,0.2502,3815820,0.3442,1313342,25,0.5526,0.7924,229.39,0.0667,0.4521,0.4331,0.5434,moderate 9433,Tanzania,2022,urban,Social_Services,Senior,63.15,1242549,0.2307,955841,0.3463,331025,19,0.578,0.6838,468.96,0.0711,0.4451,0.3629,0.5098,moderate 9434,Ethiopia,2022,rural,Health,Junior,119.93,1523359,0.3848,937239,0.1756,164602,11,0.4974,0.7038,137.78,0.0528,0.3097,0.206,0.3824,low 9435,South Africa,2024,urban,Health,Mid_Level,62.0,2885531,0.1499,2453016,0.4264,1045969,44,0.681,0.8543,530.04,0.0921,0.6644,0.5282,0.6765,high 9436,South Africa,2022,capital,Education,Junior,61.02,3644645,0.1411,3130452,0.5753,1801057,33,0.7043,0.8109,377.96,0.0943,0.6947,0.7476,0.7069,high 9437,South Africa,2019,urban,Health,Junior,59.58,3261147,0.1997,2609737,0.5583,1457050,50,0.6291,0.9165,500.72,0.0738,0.6413,0.5499,0.7212,high 9438,Mozambique,2020,capital,Education,Junior,29.66,335115,0.2457,252762,0.2363,59720,11,0.5538,0.6891,119.56,0.0594,0.2666,0.2101,0.4262,low 9439,Rwanda,2024,rural,Health,Junior,14.0,396228,0.169,329249,0.3775,124280,40,0.7271,0.8367,615.82,0.0665,0.6985,0.5421,0.6517,high 9440,Kenya,2018,urban,Administration,Junior,48.55,1938300,0.1278,1690535,0.426,720164,26,0.6418,0.8701,521.35,0.0743,0.6875,0.706,0.6594,high 9441,Mozambique,2021,urban,Education,Senior,30.47,318020,0.2764,230117,0.1726,39728,15,0.6153,0.6697,171.69,0.057,0.3084,0.2251,0.4154,low 9442,Ethiopia,2018,rural,Finance,Senior,108.65,1163963,0.4497,640499,0.1624,104028,7,0.577,0.6955,161.3,0.0636,0.321,0.2356,0.3556,low 9443,Mozambique,2018,remote,Security,Junior,28.12,310803,0.4211,179934,0.1114,20053,10,0.4838,0.6257,104.44,0.0632,0.255,0.1602,0.333,critical 9444,Uganda,2023,rural,Infrastructure,Director,47.48,430947,0.3072,298545,0.1761,52583,16,0.6084,0.6981,558.98,0.0703,0.5611,0.4589,0.464,low 9445,Nigeria,2021,urban,Infrastructure,Junior,213.58,3635998,0.2517,2720655,0.3304,899006,23,0.5211,0.6865,295.99,0.0611,0.5717,0.4339,0.5307,moderate 9446,Kenya,2020,rural,Health,Junior,50.61,1548627,0.1811,1268226,0.3598,456287,44,0.7636,0.8894,613.91,0.068,0.7705,0.5885,0.674,high 9447,Uganda,2018,urban,Health,Junior,40.56,328472,0.2585,243553,0.3081,75027,13,0.6139,0.7152,234.45,0.0531,0.4636,0.4034,0.4889,low 9448,Rwanda,2021,capital,Education,Junior,13.04,426221,0.1136,377782,0.4892,184820,51,0.6516,0.7756,643.4,0.0758,0.7203,0.6925,0.729,high 9449,South Africa,2020,capital,ICT,Junior,60.06,2722330,0.1783,2237031,0.5369,1201047,45,0.643,0.7889,495.82,0.0784,0.75,0.5832,0.7038,high 9450,Nigeria,2022,rural,Health,Director,218.92,3790010,0.2564,2818088,0.251,707415,16,0.5784,0.7124,600.38,0.0622,0.4588,0.3964,0.481,low 9451,Nigeria,2025,capital,Administration,Junior,235.75,4011249,0.1946,3230528,0.4127,1333101,16,0.4802,0.7279,228.54,0.0582,0.5382,0.418,0.5493,moderate 9452,Botswana,2018,urban,ICT,Mid_Level,2.38,108080,0.1401,92937,0.5001,46473,54,0.6768,0.8661,368.61,0.0811,0.6862,0.765,0.75,high 9453,Tanzania,2021,urban,Education,Director,61.31,1154838,0.2081,914523,0.2741,250627,23,0.5311,0.7936,795.6,0.052,0.5499,0.3828,0.5363,moderate 9454,Uganda,2020,capital,Agriculture,Junior,43.2,345890,0.2855,247155,0.3127,77291,14,0.5074,0.7746,265.31,0.0482,0.5206,0.43,0.5031,moderate 9455,Nigeria,2024,urban,Infrastructure,Junior,230.0,4414321,0.2113,3481500,0.3411,1187456,16,0.579,0.8101,296.05,0.0598,0.5286,0.4785,0.5447,moderate 9456,South Africa,2024,capital,Administration,Mid_Level,62.0,3151477,0.1646,2632821,0.6031,1587765,34,0.5653,0.7907,534.94,0.0944,0.7533,0.6266,0.7012,high 9457,Senegal,2021,capital,Education,Junior,16.62,342502,0.1406,294350,0.4187,123253,21,0.586,0.6794,237.26,0.0663,0.5144,0.3708,0.5625,moderate 9458,Tanzania,2022,urban,Security,Director,63.15,1165902,0.2255,903019,0.3068,277019,23,0.5862,0.7028,684.42,0.0711,0.4723,0.3725,0.5177,moderate 9459,Ghana,2024,remote,Finance,Mid_Level,34.0,751255,0.2929,531183,0.2133,113277,17,0.6175,0.7699,231.68,0.0715,0.4564,0.3852,0.4722,low 9460,Rwanda,2021,urban,Education,Senior,13.04,401050,0.0946,363090,0.4684,170057,63,0.7049,0.798,560.47,0.0756,0.7659,0.7446,0.7717,high 9461,Rwanda,2020,capital,Social_Services,Mid_Level,12.73,350639,0.0858,320542,0.4928,157948,52,0.7,0.8315,399.87,0.0668,0.6782,0.6551,0.7398,high 9462,Ghana,2025,urban,Education,Junior,34.71,761109,0.2112,600364,0.3498,210008,28,0.5527,0.6843,243.44,0.0682,0.4794,0.4203,0.5473,moderate 9463,Kenya,2021,rural,Finance,Junior,51.68,1610267,0.1505,1367916,0.3008,411506,40,0.7384,0.8031,554.94,0.0872,0.6373,0.6369,0.6355,moderate 9464,Rwanda,2023,remote,Administration,Senior,13.67,371828,0.1823,304036,0.2621,79699,61,0.8385,0.8833,531.09,0.0795,0.7919,0.7389,0.708,high 9465,Uganda,2019,rural,Security,Junior,41.86,296753,0.2977,208402,0.2197,45779,15,0.5945,0.7953,236.39,0.0647,0.5455,0.4672,0.4886,low 9466,Nigeria,2025,rural,Justice,Senior,235.75,4219917,0.2785,3044742,0.2259,687906,22,0.545,0.7496,294.8,0.065,0.5088,0.4653,0.5017,moderate 9467,Senegal,2020,remote,Social_Services,Mid_Level,16.18,375808,0.2502,281786,0.2165,61015,24,0.6032,0.7659,193.22,0.0635,0.4982,0.3982,0.5061,moderate 9468,Botswana,2020,urban,Administration,Junior,2.45,110360,0.1297,96041,0.5177,49717,56,0.6452,0.857,440.5,0.0888,0.6262,0.5283,0.731,high 9469,Tanzania,2019,remote,Administration,Junior,57.79,1165790,0.2749,845333,0.1808,152869,13,0.4818,0.8139,269.44,0.0663,0.4786,0.4502,0.474,low 9470,Tanzania,2023,capital,Administration,Junior,65.05,1276585,0.2045,1015516,0.3591,364717,16,0.581,0.694,241.24,0.0553,0.4641,0.4446,0.5236,moderate 9471,Mozambique,2022,remote,Social_Services,Junior,31.29,280196,0.4587,151670,0.1,15167,14,0.5194,0.7076,91.66,0.0546,0.2847,0.1708,0.347,critical 9472,Uganda,2024,capital,Administration,Junior,49.0,348897,0.2605,258017,0.265,68363,16,0.5689,0.7181,289.52,0.0669,0.4265,0.3938,0.4809,low 9473,Tanzania,2025,urban,Security,Mid_Level,69.01,1120261,0.2078,887428,0.2705,240063,23,0.5694,0.6975,268.21,0.0643,0.5669,0.399,0.5244,moderate 9474,Kenya,2018,capital,Education,Junior,48.55,1492778,0.1012,1341675,0.4335,581597,26,0.6699,0.8846,542.14,0.0834,0.6593,0.5819,0.6549,high 9475,Botswana,2020,capital,Health,Mid_Level,2.45,100314,0.1076,89517,0.563,50395,55,0.7259,0.9156,484.02,0.0878,0.6809,0.6324,0.77,high 9476,Ethiopia,2023,capital,Health,Junior,122.93,1381757,0.2309,1062742,0.2081,221106,12,0.5771,0.6695,151.45,0.066,0.2892,0.1746,0.4211,low 9477,DRC,2023,rural,Security,Junior,101.74,681711,0.4409,381148,0.1065,40603,7,0.4719,0.6098,111.25,0.0702,0.2827,0.164,0.3201,critical 9478,Rwanda,2019,capital,Administration,Director,12.43,417280,0.1103,371271,0.5395,200288,60,0.6898,0.8801,1242.12,0.0691,0.7473,0.6876,0.7828,high 9479,Botswana,2019,remote,Health,Senior,2.41,111471,0.1979,89415,0.2624,23463,53,0.8058,0.7971,718.56,0.0898,0.6939,0.5434,0.6419,moderate 9480,Kenya,2025,capital,Social_Services,Junior,56.15,1753182,0.1156,1550588,0.5237,812088,43,0.5946,0.7777,420.38,0.0859,0.6808,0.7427,0.7185,high 9481,Nigeria,2022,capital,Health,Senior,218.92,4694812,0.1704,3894682,0.3322,1293888,25,0.5311,0.7894,328.1,0.0562,0.4446,0.348,0.5506,moderate 9482,DRC,2025,capital,Justice,Junior,108.36,593613,0.3642,377445,0.1953,73713,10,0.4864,0.67,118.36,0.0599,0.3174,0.2196,0.387,low 9483,South Africa,2021,urban,Social_Services,Mid_Level,60.54,3194374,0.191,2584383,0.4653,1202412,46,0.7604,0.8352,399.39,0.0811,0.6352,0.6301,0.6854,high 9484,Nigeria,2022,remote,Education,Senior,218.92,4927745,0.423,2843100,0.1592,452721,20,0.537,0.6981,480.31,0.059,0.4585,0.3576,0.4204,low 9485,Nigeria,2023,rural,Education,Junior,224.39,4818144,0.255,3589639,0.2434,873868,21,0.5287,0.7512,202.08,0.0706,0.5468,0.4384,0.5108,moderate 9486,Kenya,2025,urban,Security,Mid_Level,56.15,1771007,0.1609,1486004,0.4923,731576,32,0.5861,0.9309,465.41,0.0838,0.6841,0.6007,0.681,high 9487,Nigeria,2021,rural,Finance,Senior,213.58,4694895,0.305,3263053,0.2052,669449,24,0.5692,0.7678,419.89,0.0719,0.5013,0.3544,0.4858,low 9488,Nigeria,2025,capital,Administration,Junior,235.75,4962027,0.1983,3977955,0.379,1507521,17,0.641,0.7008,224.46,0.0624,0.5177,0.4514,0.5397,moderate 9489,Nigeria,2018,urban,Finance,Junior,198.33,4119971,0.2614,3042904,0.3218,979094,17,0.5801,0.737,273.45,0.0711,0.5046,0.4579,0.5144,moderate 9490,Kenya,2020,rural,Education,Director,50.61,1676549,0.1937,1351819,0.3134,423717,40,0.6793,0.8965,929.9,0.0671,0.6017,0.7384,0.6484,moderate 9491,Ethiopia,2024,rural,Health,Director,126.0,1639475,0.4637,879317,0.1654,145411,11,0.4707,0.6703,285.88,0.0517,0.3412,0.2362,0.3612,low 9492,Mozambique,2024,rural,Education,Senior,33.0,313714,0.3432,206049,0.1635,33680,10,0.6011,0.6612,145.7,0.0657,0.3125,0.1948,0.38,low 9493,Uganda,2022,urban,Social_Services,Mid_Level,46.01,366055,0.3032,255082,0.2559,65288,12,0.5305,0.8037,299.73,0.0621,0.4557,0.4481,0.4791,low 9494,DRC,2020,remote,Health,Junior,92.57,493174,0.6,197269,0.1,19726,9,0.4739,0.6462,145.82,0.0613,0.2975,0.2378,0.298,critical 9495,Senegal,2022,urban,Health,Junior,17.07,418109,0.1391,359942,0.39,140387,21,0.4985,0.7601,211.15,0.0591,0.5655,0.4354,0.5793,moderate 9496,Ethiopia,2025,rural,Security,Junior,129.15,1456142,0.3394,961949,0.1798,172962,11,0.5576,0.5939,97.14,0.0606,0.3422,0.2293,0.3838,low 9497,Uganda,2020,capital,Education,Mid_Level,43.2,296922,0.2235,230550,0.2882,66439,18,0.5264,0.7261,202.5,0.0664,0.5094,0.3783,0.5088,moderate 9498,Senegal,2021,capital,Justice,Mid_Level,16.62,316817,0.1183,279348,0.4058,113346,25,0.5279,0.7884,283.82,0.0622,0.4398,0.3471,0.5813,moderate 9499,Botswana,2022,urban,Education,Mid_Level,2.52,107912,0.1024,96864,0.5648,54709,49,0.6036,0.8759,471.85,0.0828,0.6322,0.718,0.7545,high 9500,Kenya,2021,rural,Finance,Senior,51.68,1848171,0.2025,1473925,0.3101,457025,38,0.7429,0.8028,740.44,0.0934,0.7188,0.7309,0.6373,moderate 9501,South Africa,2022,rural,Health,Mid_Level,61.02,3044956,0.2404,2312877,0.3486,806190,43,0.5991,0.8371,483.59,0.0743,0.7197,0.7559,0.6577,high 9502,Rwanda,2021,rural,Security,Mid_Level,13.04,365915,0.1211,321600,0.3729,119920,54,0.7817,0.8474,514.86,0.0891,0.6141,0.7438,0.7108,high 9503,Kenya,2025,rural,Social_Services,Junior,56.15,1711666,0.1928,1381651,0.3419,472421,37,0.6669,0.8755,381.57,0.0833,0.8011,0.7035,0.6616,high 9504,Rwanda,2019,rural,Health,Mid_Level,12.43,425173,0.1637,355563,0.3454,122822,42,0.6308,0.8153,465.12,0.0794,0.5988,0.589,0.6415,moderate 9505,Kenya,2025,rural,Health,Junior,56.15,2189184,0.208,1733743,0.2931,508098,44,0.6824,0.8988,407.97,0.0846,0.6742,0.6465,0.6481,moderate 9506,South Africa,2025,rural,Health,Executive,62.5,3067885,0.221,2389824,0.3222,769886,45,0.7662,0.8874,1951.65,0.0942,0.7669,0.7339,0.671,high 9507,Botswana,2018,urban,Education,Junior,2.38,99487,0.1232,87230,0.5427,47341,52,0.729,0.8033,472.78,0.0835,0.596,0.5523,0.7202,high 9508,Botswana,2022,capital,ICT,Junior,2.52,108694,0.1128,96437,0.5128,49454,51,0.7054,0.8851,379.66,0.0767,0.7128,0.7651,0.7581,high 9509,South Africa,2018,rural,Agriculture,Junior,59.11,3550379,0.1956,2855842,0.3963,1131894,38,0.6442,0.8145,549.76,0.0807,0.715,0.7096,0.6598,high 9510,South Africa,2018,capital,Infrastructure,Mid_Level,59.11,3085628,0.134,2672053,0.5911,1579415,29,0.6258,0.9061,542.08,0.0954,0.6749,0.5208,0.6922,high 9511,DRC,2023,urban,Security,Junior,101.74,663972,0.3297,445090,0.1484,66047,9,0.5238,0.5992,86.88,0.0664,0.3303,0.2031,0.3704,low 9512,Ethiopia,2024,rural,Health,Senior,126.0,1536646,0.3825,948899,0.1589,150754,11,0.61,0.6877,228.22,0.0698,0.29,0.1782,0.3716,low 9513,Uganda,2019,urban,Infrastructure,Junior,41.86,364442,0.3088,251885,0.2637,66416,13,0.4923,0.7247,186.37,0.0492,0.519,0.3844,0.4703,low 9514,Rwanda,2020,urban,Agriculture,Senior,12.73,347217,0.1268,303177,0.4147,125720,50,0.7923,0.8553,925.57,0.0959,0.6871,0.641,0.7081,high 9515,Ethiopia,2020,capital,Social_Services,Mid_Level,114.15,1452201,0.2299,1118294,0.2672,298794,11,0.4697,0.7054,96.1,0.0619,0.2746,0.2013,0.4402,low 9516,Senegal,2019,urban,Education,Mid_Level,15.76,329082,0.1874,267408,0.3554,95046,17,0.483,0.7811,257.88,0.0592,0.5354,0.4121,0.5464,moderate 9517,Tanzania,2024,rural,Education,Junior,67.0,1133402,0.3016,791568,0.2499,197847,17,0.5159,0.7481,296.84,0.0604,0.4887,0.3352,0.4742,low 9518,Rwanda,2018,urban,Agriculture,Mid_Level,12.14,336765,0.0949,304818,0.4501,137197,47,0.7542,0.8246,412.21,0.0816,0.7205,0.7746,0.7295,high 9519,Uganda,2023,rural,Agriculture,Junior,47.48,359945,0.3106,248132,0.229,56828,19,0.6399,0.7993,301.56,0.0497,0.5147,0.3888,0.4873,low 9520,South Africa,2023,rural,Health,Mid_Level,61.51,3500102,0.2586,2594936,0.3223,836440,38,0.6814,0.8451,547.88,0.0671,0.7087,0.5409,0.6126,moderate 9521,Senegal,2021,rural,Education,Junior,16.62,340868,0.254,254296,0.2891,73525,17,0.5013,0.6863,230.85,0.0484,0.5061,0.4214,0.497,low 9522,Ethiopia,2021,rural,Education,Junior,117.0,1501797,0.4115,883751,0.1388,122680,12,0.4957,0.6289,146.1,0.0564,0.3447,0.2057,0.3612,low 9523,Botswana,2021,urban,Infrastructure,Junior,2.49,98366,0.1056,87980,0.5518,48549,36,0.5905,0.8388,462.49,0.079,0.7517,0.6959,0.7221,high 9524,South Africa,2018,urban,Infrastructure,Director,59.11,2727785,0.1946,2196965,0.4584,1007165,35,0.6212,0.9329,1612.48,0.0813,0.7014,0.6001,0.6735,high 9525,Uganda,2021,remote,Education,Junior,44.58,378212,0.4691,200803,0.1295,26010,14,0.5002,0.8108,314.11,0.0632,0.5711,0.3958,0.4184,low 9526,Ethiopia,2025,capital,Social_Services,Junior,129.15,1470447,0.249,1104315,0.241,266142,7,0.4555,0.6883,90.7,0.0513,0.3,0.1992,0.4187,low 9527,Mozambique,2020,urban,Education,Mid_Level,29.66,266218,0.3441,174619,0.1819,31766,14,0.6304,0.6234,95.37,0.0651,0.3134,0.1729,0.3866,low 9528,South Africa,2024,rural,Health,Senior,62.0,3211858,0.242,2434524,0.3905,950564,48,0.7575,0.8249,645.77,0.0782,0.7728,0.6365,0.6718,high 9529,Kenya,2024,remote,Security,Junior,55.0,1911433,0.2328,1466504,0.2075,304233,43,0.6419,0.7849,498.48,0.0732,0.7273,0.7107,0.6127,moderate 9530,Kenya,2024,remote,Justice,Director,55.0,1731384,0.2629,1276220,0.2733,348791,36,0.7403,0.9043,1181.41,0.0754,0.7876,0.7458,0.6316,moderate 9531,Ghana,2022,urban,Health,Junior,32.62,721636,0.1872,586543,0.3761,220596,31,0.5874,0.7001,275.83,0.062,0.4667,0.4512,0.5715,moderate 9532,Rwanda,2021,capital,Agriculture,Junior,13.04,401681,0.0872,366634,0.4347,159387,55,0.7214,0.8072,521.87,0.0944,0.6884,0.5286,0.7172,high 9533,Rwanda,2019,capital,Security,Junior,12.43,338231,0.1059,302414,0.5004,151323,42,0.6331,0.8586,606.17,0.0815,0.7409,0.7146,0.728,high 9534,Ethiopia,2022,remote,Health,Junior,119.93,1295868,0.5717,554965,0.119,66026,10,0.5231,0.7083,125.59,0.05,0.2822,0.185,0.3148,critical 9535,Tanzania,2021,urban,Finance,Mid_Level,61.31,1201008,0.1883,974840,0.3468,338051,18,0.5007,0.7061,310.46,0.0654,0.523,0.3576,0.5286,moderate 9536,Senegal,2020,rural,Justice,Senior,16.18,406850,0.1867,330875,0.238,78749,25,0.6501,0.7777,272.76,0.052,0.4624,0.4791,0.5361,moderate 9537,Ghana,2020,rural,Education,Senior,31.29,868221,0.2523,649209,0.3138,203712,26,0.6006,0.8021,266.98,0.0704,0.5372,0.4619,0.5506,moderate 9538,Ghana,2020,rural,Agriculture,Director,31.29,666562,0.2604,492990,0.2542,125327,29,0.6055,0.7122,599.21,0.0553,0.5394,0.4179,0.5235,moderate 9539,Senegal,2019,capital,Social_Services,Mid_Level,15.76,385412,0.1346,333551,0.4106,136941,24,0.5927,0.7408,193.21,0.0482,0.5541,0.3952,0.5851,moderate 9540,Senegal,2020,rural,Administration,Junior,16.18,370045,0.1901,299692,0.2187,65556,21,0.5294,0.7617,234.73,0.0512,0.5338,0.4603,0.5233,moderate 9541,Mozambique,2021,remote,Social_Services,Senior,30.47,307000,0.497,154434,0.1215,18771,9,0.5558,0.7115,156.76,0.0565,0.3319,0.1859,0.3372,critical 9542,Uganda,2025,remote,Health,Mid_Level,50.57,380147,0.4037,226666,0.1397,31663,14,0.5168,0.7205,295.79,0.0654,0.4287,0.3882,0.4088,low 9543,Kenya,2021,urban,Education,Senior,51.68,2045905,0.1519,1735183,0.4478,777055,39,0.5926,0.8032,704.12,0.0798,0.7456,0.5585,0.6724,high 9544,Ethiopia,2023,remote,Agriculture,Junior,122.93,1649660,0.4828,853284,0.1344,114686,9,0.5907,0.6907,103.68,0.06,0.2558,0.2112,0.3357,critical 9545,Uganda,2019,rural,Security,Junior,41.86,288643,0.3381,191059,0.2011,38431,18,0.6304,0.8169,319.98,0.0505,0.4521,0.3305,0.4616,low 9546,Ghana,2025,remote,Health,Senior,34.71,814779,0.2522,609324,0.2353,143371,21,0.5819,0.7177,413.48,0.0718,0.4415,0.3241,0.4825,low 9547,Ghana,2018,capital,Agriculture,Junior,30.01,645490,0.1757,532083,0.3931,209174,32,0.6469,0.8035,322.05,0.068,0.4962,0.4029,0.5948,moderate 9548,Rwanda,2025,rural,Finance,Junior,14.34,493878,0.1614,414149,0.3775,156334,58,0.637,0.9169,415.31,0.0678,0.6076,0.6294,0.7103,high 9549,Tanzania,2023,urban,Finance,Senior,65.05,1069823,0.1776,879845,0.2756,242491,22,0.6672,0.6868,383.54,0.0515,0.5247,0.348,0.5198,moderate 9550,Mozambique,2021,remote,Infrastructure,Junior,30.47,286558,0.469,152149,0.1053,16016,13,0.5979,0.5923,111.04,0.0548,0.2607,0.2169,0.3282,critical 9551,Botswana,2024,urban,Infrastructure,Mid_Level,2.6,129670,0.1062,115896,0.5164,59850,40,0.635,0.8547,626.8,0.0742,0.6489,0.6091,0.7065,high 9552,Senegal,2019,capital,ICT,Mid_Level,15.76,369459,0.1183,325760,0.3304,107624,18,0.4953,0.7102,291.87,0.0669,0.4326,0.4181,0.5396,moderate 9553,Uganda,2019,rural,Finance,Junior,41.86,369610,0.3396,244086,0.194,47347,11,0.5725,0.7913,203.89,0.0631,0.4397,0.4493,0.4487,low 9554,South Africa,2019,rural,Agriculture,Senior,59.58,3155343,0.2066,2503596,0.406,1016562,44,0.6951,0.8116,770.13,0.0653,0.7732,0.6804,0.677,high 9555,Senegal,2021,capital,Social_Services,Mid_Level,16.62,383014,0.1528,324474,0.3502,113619,19,0.5909,0.7494,301.84,0.0565,0.5635,0.3605,0.5516,moderate 9556,Kenya,2025,remote,Health,Mid_Level,56.15,1932897,0.212,1523134,0.2211,336776,41,0.7168,0.8483,477.44,0.0711,0.7676,0.5692,0.6157,moderate 9557,Ethiopia,2018,urban,Education,Junior,108.65,1233490,0.3216,836781,0.1962,164161,11,0.478,0.641,154.67,0.0683,0.2589,0.2155,0.3897,low 9558,Botswana,2022,urban,Security,Director,2.52,125362,0.1149,110955,0.4693,52074,39,0.697,0.8221,1091.07,0.0908,0.7963,0.6684,0.7059,high 9559,Ethiopia,2023,urban,Health,Junior,122.93,1350210,0.2588,1000792,0.2131,213276,7,0.5481,0.5896,155.28,0.0621,0.2917,0.1695,0.3906,low 9560,Rwanda,2021,urban,Education,Director,13.04,336338,0.0917,305502,0.5297,161837,39,0.6307,0.9147,1111.18,0.0913,0.7054,0.5214,0.7169,high 9561,South Africa,2021,urban,Infrastructure,Mid_Level,60.54,2919043,0.1455,2494321,0.4933,1230556,34,0.7256,0.7899,356.71,0.0937,0.7071,0.6299,0.6741,high 9562,DRC,2020,remote,Education,Junior,92.57,487315,0.5412,223558,0.1001,22385,9,0.4615,0.628,110.31,0.0659,0.274,0.2341,0.3072,critical 9563,Botswana,2019,urban,Justice,Mid_Level,2.41,123328,0.1096,109816,0.5452,59876,50,0.7612,0.8517,518.05,0.0942,0.7723,0.746,0.7635,high 9564,Kenya,2025,rural,Education,Junior,56.15,2232656,0.2006,1784681,0.3671,655120,32,0.6672,0.8824,474.31,0.0819,0.6748,0.6745,0.6389,moderate 9565,Uganda,2020,urban,Finance,Director,43.2,383388,0.2972,269454,0.2432,65540,11,0.513,0.7065,575.03,0.0616,0.4531,0.3637,0.4517,low 9566,DRC,2023,capital,Infrastructure,Junior,101.74,552636,0.3342,367932,0.2038,74970,6,0.529,0.7096,154.79,0.0543,0.3188,0.1735,0.3881,low 9567,Nigeria,2019,rural,Social_Services,Director,203.29,3615846,0.2992,2534099,0.227,575205,18,0.6291,0.7919,793.92,0.0675,0.5101,0.4329,0.49,low 9568,South Africa,2025,capital,Finance,Junior,62.5,3426258,0.1335,2968707,0.5135,1524520,42,0.7453,0.8502,622.57,0.0787,0.6216,0.6571,0.7054,high 9569,Kenya,2022,urban,Education,Junior,52.76,1906318,0.1168,1683753,0.4691,789773,35,0.5801,0.7978,557.51,0.088,0.7397,0.5642,0.6756,high 9570,Ghana,2023,remote,Education,Senior,33.3,710570,0.253,530767,0.186,98727,28,0.6399,0.6838,388.96,0.0557,0.4565,0.4296,0.4944,low 9571,Ethiopia,2022,rural,Security,Mid_Level,119.93,1284692,0.4287,734006,0.1528,112174,9,0.4584,0.5972,89.84,0.0489,0.2572,0.212,0.34,critical 9572,Senegal,2024,urban,Infrastructure,Director,18.0,395093,0.1892,320331,0.3988,127750,18,0.6461,0.7103,579.19,0.0687,0.4816,0.3867,0.5408,moderate 9573,Rwanda,2022,urban,Finance,Junior,13.35,437544,0.1048,391671,0.5309,207954,51,0.6265,0.896,472.27,0.085,0.7772,0.6073,0.7569,high 9574,Tanzania,2024,capital,Administration,Junior,67.0,1090028,0.201,870938,0.3359,292567,20,0.5627,0.7301,244.57,0.0666,0.4392,0.3847,0.5256,moderate 9575,Rwanda,2022,remote,Social_Services,Junior,13.35,404489,0.1912,327156,0.2154,70464,36,0.6267,0.8035,402.95,0.0822,0.786,0.5814,0.6033,moderate 9576,Botswana,2023,capital,Justice,Junior,2.56,124304,0.0912,112972,0.6558,74086,46,0.6292,0.8085,354.2,0.0835,0.6299,0.7354,0.764,high 9577,Ethiopia,2021,urban,Agriculture,Senior,117.0,1343153,0.3274,903452,0.2411,217780,10,0.4861,0.6132,139.7,0.066,0.2737,0.1788,0.3907,low 9578,South Africa,2018,urban,Agriculture,Junior,59.11,3142383,0.1872,2554011,0.511,1305037,31,0.6905,0.8326,625.3,0.0917,0.7294,0.6505,0.6713,high 9579,DRC,2024,rural,Infrastructure,Junior,105.0,685632,0.5503,308306,0.1236,38114,8,0.5682,0.671,130.58,0.0572,0.2863,0.184,0.311,critical 9580,DRC,2023,remote,Education,Mid_Level,101.74,612976,0.6,245190,0.1,24519,9,0.4664,0.6137,143.51,0.0651,0.2664,0.1832,0.2845,critical 9581,Ethiopia,2018,urban,Security,Mid_Level,108.65,1352076,0.3504,878332,0.2469,216848,8,0.5951,0.7137,150.48,0.0601,0.3017,0.1817,0.3995,low 9582,Uganda,2025,rural,Security,Junior,50.57,460184,0.3724,288825,0.2268,65504,18,0.5357,0.8004,194.54,0.0658,0.511,0.4598,0.4758,low 9583,Uganda,2021,capital,Education,Junior,44.58,366538,0.1923,296056,0.3202,94803,10,0.4774,0.761,246.65,0.0652,0.4419,0.3835,0.5037,moderate 9584,Kenya,2024,capital,Administration,Executive,55.0,1699234,0.1062,1518753,0.4803,729437,34,0.6409,0.9262,1640.17,0.0755,0.6432,0.6831,0.7001,high 9585,Uganda,2023,capital,Justice,Mid_Level,47.48,353225,0.1978,283351,0.3173,89901,16,0.6248,0.7458,245.25,0.0607,0.5525,0.3841,0.5254,moderate 9586,Rwanda,2018,capital,Health,Junior,12.14,326379,0.0936,295813,0.5497,162618,51,0.7004,0.7721,471.83,0.0786,0.7235,0.712,0.7509,high 9587,Kenya,2022,rural,Health,Junior,52.76,1741158,0.1947,1402184,0.3008,421739,34,0.6759,0.8331,478.48,0.0806,0.7071,0.6241,0.6196,moderate 9588,South Africa,2025,urban,Justice,Junior,62.5,3002015,0.1577,2528624,0.4768,1205730,46,0.7685,0.8332,452.44,0.0641,0.7816,0.6238,0.7103,high 9589,Kenya,2022,urban,Education,Senior,52.76,2037133,0.139,1753889,0.4607,807981,45,0.746,0.7735,741.76,0.0796,0.7994,0.7571,0.7146,high 9590,Mozambique,2025,urban,Education,Mid_Level,33.89,294060,0.2807,211510,0.1984,41953,11,0.5417,0.6836,125.03,0.0637,0.2726,0.1953,0.4062,low 9591,Rwanda,2022,urban,Security,Junior,13.35,375764,0.1068,335638,0.4202,141028,62,0.7146,0.8986,407.41,0.0815,0.6197,0.6243,0.7425,high 9592,Senegal,2020,urban,Security,Junior,16.18,407265,0.1567,343452,0.3195,109737,15,0.5606,0.7506,214.35,0.0589,0.5584,0.3415,0.5308,moderate 9593,Nigeria,2023,remote,Administration,Senior,224.39,4415001,0.3471,2882619,0.1805,520435,21,0.5542,0.7377,460.12,0.0539,0.5681,0.3518,0.4635,low 9594,South Africa,2019,rural,Education,Junior,59.58,2836527,0.2126,2233389,0.3443,768845,46,0.6175,0.8223,500.12,0.0859,0.6967,0.6531,0.6562,high 9595,Botswana,2019,urban,Security,Junior,2.41,119997,0.1247,105036,0.4536,47648,57,0.6423,0.8478,619.02,0.0936,0.7751,0.6124,0.7407,high 9596,Ghana,2019,rural,Social_Services,Director,30.64,742136,0.2251,575103,0.3215,184878,24,0.6601,0.7507,754.32,0.0502,0.4412,0.3725,0.5281,moderate 9597,Rwanda,2024,urban,Education,Junior,14.0,401174,0.1103,356913,0.5117,182637,45,0.7023,0.8602,648.93,0.0907,0.7701,0.5978,0.7287,high 9598,Tanzania,2021,remote,Infrastructure,Mid_Level,61.31,1057191,0.3657,670548,0.1824,122321,14,0.4864,0.7991,269.46,0.0593,0.5143,0.4207,0.4525,low 9599,DRC,2022,remote,Finance,Mid_Level,98.59,660196,0.5132,321393,0.1,32139,7,0.4914,0.682,139.72,0.0564,0.2936,0.211,0.317,critical 9600,Nigeria,2019,rural,Infrastructure,Junior,203.29,3866566,0.3588,2479130,0.2267,561942,19,0.5295,0.7914,257.81,0.0591,0.4898,0.4704,0.4792,low 9601,Ghana,2020,rural,Health,Junior,31.29,870117,0.2786,627688,0.2889,181332,26,0.6935,0.8224,195.57,0.0658,0.5588,0.3754,0.5343,moderate 9602,Ethiopia,2021,urban,Security,Mid_Level,117.0,1321392,0.3267,889658,0.1879,167203,11,0.5066,0.6384,104.89,0.0565,0.323,0.1649,0.3874,low 9603,Ghana,2021,remote,Education,Mid_Level,31.94,739062,0.2474,556240,0.1824,101465,29,0.6065,0.6993,275.39,0.0677,0.4451,0.4176,0.4974,low 9604,DRC,2019,capital,Security,Mid_Level,89.7,564277,0.3081,390426,0.1558,60846,7,0.4992,0.6634,93.72,0.0536,0.34,0.2086,0.3838,low 9605,South Africa,2019,capital,Security,Senior,59.58,3357367,0.1383,2893077,0.605,1750338,29,0.5792,0.8302,893.06,0.0817,0.7806,0.6776,0.7095,high 9606,Kenya,2023,urban,Infrastructure,Junior,53.87,1820836,0.1241,1594792,0.4152,662101,40,0.6809,0.9191,439.76,0.0669,0.6046,0.6349,0.6846,high 9607,Senegal,2021,remote,Infrastructure,Junior,16.62,379921,0.2472,286007,0.1833,52420,25,0.6831,0.759,206.02,0.0627,0.5262,0.4192,0.5049,moderate 9608,Mozambique,2025,capital,Health,Junior,33.89,309016,0.2455,233161,0.1941,45252,11,0.4838,0.6827,85.39,0.0541,0.3194,0.198,0.4188,low 9609,Ghana,2022,remote,ICT,Mid_Level,32.62,799396,0.3309,534863,0.1792,95837,31,0.5627,0.81,315.42,0.0503,0.5244,0.3401,0.4975,low 9610,Mozambique,2019,capital,Justice,Junior,28.88,300299,0.3055,208560,0.2115,44117,12,0.618,0.6317,94.73,0.0586,0.2967,0.2153,0.4025,low 9611,Kenya,2020,urban,Security,Senior,50.61,1923596,0.1403,1653719,0.4275,706905,32,0.6345,0.8266,762.98,0.0929,0.7568,0.5506,0.6565,high 9612,Kenya,2020,capital,Agriculture,Junior,50.61,2001365,0.0962,1808761,0.4463,807274,28,0.5604,0.9347,485.91,0.0784,0.7451,0.5559,0.6778,high 9613,Uganda,2021,urban,Infrastructure,Junior,44.58,312905,0.2416,237308,0.3145,74627,17,0.4915,0.6869,184.37,0.0522,0.4616,0.4578,0.5057,moderate 9614,Uganda,2024,rural,Health,Director,49.0,413219,0.365,262376,0.2096,54987,18,0.4866,0.6989,547.13,0.0709,0.5438,0.3263,0.448,low 9615,Uganda,2024,capital,Health,Mid_Level,49.0,333222,0.2282,257195,0.2989,76874,19,0.5073,0.7161,215.91,0.0696,0.5093,0.3662,0.5101,moderate 9616,Ethiopia,2025,capital,Justice,Mid_Level,129.15,1345818,0.2627,992204,0.2393,237480,7,0.5428,0.6808,124.64,0.059,0.3392,0.2131,0.419,low 9617,Senegal,2024,rural,ICT,Mid_Level,18.0,352793,0.2536,263337,0.2631,69274,21,0.5722,0.7875,179.81,0.059,0.497,0.3685,0.5095,moderate 9618,South Africa,2025,urban,Education,Junior,62.5,3164917,0.1788,2599170,0.4222,1097284,49,0.7733,0.8143,520.14,0.0717,0.6879,0.5628,0.6806,high 9619,Rwanda,2019,rural,Health,Junior,12.43,413956,0.1722,342687,0.2963,101531,52,0.7426,0.771,450.48,0.0937,0.6742,0.7547,0.6696,high 9620,DRC,2021,remote,Finance,Junior,95.53,562464,0.6,224985,0.1005,22617,7,0.5099,0.7078,102.58,0.0571,0.264,0.2227,0.2975,critical 9621,Ghana,2021,remote,Security,Junior,31.94,807974,0.27,589845,0.2139,126164,20,0.4989,0.6804,322.91,0.0633,0.5284,0.4676,0.4876,low 9622,Nigeria,2025,urban,Security,Mid_Level,235.75,4338883,0.1836,3542295,0.2807,994474,20,0.6317,0.7581,211.53,0.0687,0.5454,0.4088,0.5334,moderate 9623,Kenya,2025,capital,Infrastructure,Junior,56.15,1816876,0.1109,1615333,0.4801,775442,44,0.711,0.8279,460.77,0.0924,0.6867,0.638,0.7089,high 9624,Rwanda,2023,capital,Administration,Senior,13.67,369123,0.078,340319,0.5155,175437,59,0.8303,0.9058,652.07,0.07,0.6836,0.7285,0.784,high 9625,Senegal,2019,urban,Education,Junior,15.76,392154,0.1305,340992,0.3862,131679,25,0.586,0.7159,315.63,0.0608,0.5639,0.3327,0.5735,moderate 9626,Senegal,2021,urban,Health,Junior,16.62,346381,0.1692,287764,0.3315,95388,24,0.5135,0.6785,313.32,0.0541,0.508,0.3675,0.5399,moderate 9627,South Africa,2020,remote,Health,Mid_Level,60.06,3547344,0.2653,2606129,0.31,808026,43,0.6292,0.9137,468.87,0.0707,0.7077,0.5869,0.6352,moderate 9628,DRC,2020,rural,Health,Mid_Level,92.57,554095,0.5528,247763,0.1164,28838,5,0.59,0.6193,122.77,0.0705,0.3064,0.1623,0.2932,critical 9629,Tanzania,2025,urban,Justice,Junior,69.01,1247818,0.2296,961272,0.2795,268683,19,0.5224,0.7555,251.57,0.0603,0.4655,0.3838,0.5082,moderate 9630,Senegal,2022,remote,Agriculture,Junior,17.07,326608,0.3007,228393,0.1697,38768,17,0.5734,0.8085,259.84,0.0561,0.5187,0.4692,0.4798,low 9631,Kenya,2025,rural,Administration,Mid_Level,56.15,1959954,0.2128,1542874,0.3129,482794,36,0.5896,0.9232,384.86,0.0758,0.6893,0.5558,0.628,moderate 9632,Ethiopia,2023,rural,Social_Services,Junior,122.93,1295106,0.4621,696591,0.1721,119914,11,0.5863,0.6203,146.55,0.0672,0.3062,0.1653,0.3452,critical 9633,Uganda,2019,rural,Education,Mid_Level,41.86,302637,0.3387,200138,0.1939,38797,11,0.5982,0.6871,244.04,0.0538,0.5147,0.3817,0.434,low 9634,DRC,2023,urban,Health,Senior,101.74,553057,0.3846,340374,0.1679,57158,8,0.5973,0.6199,184.85,0.0713,0.3374,0.2353,0.3661,low 9635,Uganda,2025,rural,Education,Junior,50.57,417689,0.3842,257229,0.182,46805,17,0.5774,0.6936,276.21,0.0486,0.426,0.456,0.4342,low 9636,Nigeria,2019,rural,Health,Mid_Level,203.29,4128020,0.2671,3025467,0.2041,617640,16,0.4952,0.7854,239.99,0.0674,0.4666,0.3315,0.4719,low 9637,Botswana,2021,capital,ICT,Mid_Level,2.49,114917,0.1057,102774,0.5681,58385,34,0.6646,0.8159,422.64,0.0842,0.617,0.7703,0.7117,high 9638,Mozambique,2018,rural,Agriculture,Mid_Level,28.12,272782,0.3919,165871,0.1625,26956,13,0.6277,0.6622,95.38,0.068,0.3424,0.1628,0.375,low 9639,South Africa,2019,urban,Health,Junior,59.58,2790052,0.1852,2273465,0.5466,1242776,50,0.6865,0.774,536.66,0.0735,0.6512,0.6879,0.7154,high 9640,Mozambique,2025,rural,Infrastructure,Senior,33.89,350964,0.4076,207919,0.1529,31792,10,0.6134,0.7046,144.33,0.0645,0.2648,0.1705,0.3605,low 9641,Senegal,2018,urban,Agriculture,Junior,15.34,293853,0.1497,249854,0.3391,84722,28,0.639,0.7573,260.87,0.0531,0.4571,0.3873,0.5654,moderate 9642,Ghana,2020,urban,Social_Services,Mid_Level,31.29,694829,0.1748,573361,0.3837,220001,19,0.5665,0.6788,277.78,0.0581,0.5584,0.347,0.5421,moderate 9643,Senegal,2024,capital,Education,Mid_Level,18.0,397452,0.1692,330210,0.4236,139865,24,0.6797,0.6775,273.87,0.0626,0.5287,0.3637,0.5645,moderate 9644,Botswana,2021,urban,Administration,Executive,2.49,97027,0.1213,85259,0.4734,40359,39,0.6192,0.8672,1636.41,0.0715,0.7342,0.6767,0.7067,high 9645,Mozambique,2024,urban,Education,Junior,33.0,377467,0.3192,256995,0.2135,54871,14,0.509,0.6901,142.75,0.0695,0.2713,0.1847,0.4077,low 9646,Botswana,2020,rural,Education,Junior,2.45,98444,0.171,81614,0.3912,31928,43,0.7117,0.8032,519.82,0.0743,0.6795,0.7654,0.6775,high 9647,Tanzania,2021,capital,Health,Senior,61.31,1234818,0.1717,1022833,0.3489,356916,22,0.5406,0.7159,310.74,0.0702,0.4596,0.4506,0.5477,moderate 9648,Ethiopia,2023,capital,Administration,Junior,122.93,1450196,0.2888,1031342,0.2468,254571,12,0.5658,0.6907,110.53,0.071,0.3365,0.179,0.4247,low 9649,Nigeria,2023,capital,Finance,Mid_Level,224.39,4526955,0.1794,3714754,0.3404,1264579,16,0.6401,0.8103,305.23,0.0557,0.5361,0.4527,0.5507,moderate 9650,Nigeria,2018,rural,Agriculture,Junior,198.33,3729325,0.3398,2462154,0.2717,668870,16,0.634,0.8147,241.31,0.0495,0.5024,0.3855,0.484,low 9651,Kenya,2023,capital,Education,Junior,53.87,1615644,0.1126,1433733,0.4824,691615,43,0.5852,0.8576,628.04,0.0951,0.6592,0.6933,0.7138,high 9652,Uganda,2018,rural,ICT,Mid_Level,40.56,288275,0.3273,193936,0.1731,33565,10,0.5353,0.7549,214.83,0.0653,0.4945,0.3588,0.435,low 9653,Botswana,2020,capital,Administration,Junior,2.45,112609,0.1209,98994,0.5195,51426,47,0.646,0.8911,398.6,0.0783,0.695,0.5731,0.7276,high 9654,Ethiopia,2018,urban,Education,Mid_Level,108.65,1427141,0.2843,1021370,0.2109,215423,7,0.559,0.6906,89.28,0.0645,0.3199,0.1936,0.4041,low 9655,Rwanda,2023,rural,Agriculture,Executive,13.67,382079,0.1369,329785,0.2861,94351,41,0.7454,0.9155,2014.34,0.0751,0.7114,0.6954,0.6678,high 9656,Senegal,2021,urban,Health,Junior,16.62,320806,0.1347,277606,0.3665,101749,25,0.5608,0.816,235.05,0.0481,0.5313,0.4585,0.5918,moderate 9657,Nigeria,2023,rural,Infrastructure,Mid_Level,224.39,3888101,0.2984,2727958,0.2657,724797,15,0.4884,0.7182,283.59,0.0705,0.4599,0.3404,0.4671,low 9658,South Africa,2025,rural,Infrastructure,Mid_Level,62.5,3356198,0.1889,2722084,0.3806,1035897,44,0.7577,0.8581,589.01,0.0923,0.6041,0.5721,0.6542,high 9659,Mozambique,2020,rural,Infrastructure,Mid_Level,29.66,279154,0.4212,161562,0.1605,25936,15,0.5135,0.6809,132.91,0.0705,0.3126,0.2018,0.3759,low 9660,South Africa,2021,rural,Education,Senior,60.54,3401089,0.26,2516833,0.3235,814176,38,0.7099,0.8256,682.67,0.0793,0.7543,0.643,0.6244,moderate 9661,DRC,2018,urban,Infrastructure,Junior,86.92,554282,0.289,394074,0.1611,63486,8,0.578,0.64,154.76,0.0642,0.2966,0.1907,0.3827,low 9662,Nigeria,2022,rural,ICT,Junior,218.92,4187476,0.3086,2895348,0.2404,696107,17,0.5303,0.753,297.0,0.0663,0.4861,0.3718,0.4742,low 9663,Nigeria,2020,rural,Education,Junior,208.37,3700965,0.3091,2556976,0.2499,638972,22,0.5211,0.6812,273.25,0.068,0.5004,0.3862,0.481,low 9664,Kenya,2018,capital,Justice,Junior,48.55,1844638,0.1152,1632196,0.5415,883884,35,0.5858,0.7767,543.38,0.0777,0.7401,0.675,0.7021,high 9665,Nigeria,2021,urban,Health,Junior,213.58,4041239,0.269,2954143,0.339,1001363,23,0.5992,0.7179,255.02,0.0493,0.4297,0.4158,0.5172,moderate 9666,Tanzania,2020,remote,Health,Mid_Level,59.53,1192957,0.3065,827355,0.1509,124822,21,0.5033,0.8161,224.52,0.0497,0.4949,0.3701,0.4725,low 9667,Uganda,2019,capital,Infrastructure,Mid_Level,41.86,383488,0.2732,278708,0.3229,89989,11,0.4714,0.7576,256.17,0.067,0.5407,0.4315,0.5008,moderate 9668,DRC,2019,capital,Infrastructure,Junior,89.7,581676,0.3819,359517,0.1572,56500,5,0.5868,0.6979,92.56,0.0508,0.2681,0.1717,0.355,low 9669,Ethiopia,2020,remote,Education,Junior,114.15,1265055,0.5656,549495,0.1219,66994,11,0.5279,0.6135,127.85,0.0632,0.3358,0.1746,0.3096,critical 9670,South Africa,2022,urban,Security,Mid_Level,61.02,3285164,0.174,2713382,0.5218,1415818,41,0.5855,0.8328,496.84,0.0671,0.7067,0.5511,0.6901,high 9671,Nigeria,2019,remote,Education,Senior,203.29,4462108,0.4077,2642967,0.1763,466023,23,0.6504,0.703,323.66,0.0587,0.5585,0.3571,0.4467,low 9672,Ethiopia,2021,urban,Security,Mid_Level,117.0,1481099,0.2783,1068869,0.2244,239819,8,0.526,0.7049,121.67,0.0573,0.3163,0.1982,0.4137,low 9673,Botswana,2023,rural,Justice,Mid_Level,2.56,107578,0.1829,87903,0.3298,28988,54,0.7948,0.832,452.57,0.0696,0.7734,0.5295,0.6768,high 9674,Nigeria,2021,urban,Finance,Senior,213.58,3821437,0.2073,3029431,0.3559,1078081,16,0.5275,0.8054,302.98,0.0483,0.4491,0.4145,0.5343,moderate 9675,Rwanda,2018,rural,Education,Mid_Level,12.14,374001,0.1482,318576,0.3757,119685,60,0.7688,0.7781,376.01,0.0878,0.7216,0.7594,0.7217,high 9676,DRC,2018,rural,Finance,Junior,86.92,510554,0.395,308904,0.1056,32627,8,0.5308,0.6689,131.05,0.0706,0.2577,0.184,0.3422,critical 9677,Mozambique,2023,rural,Health,Junior,32.13,326037,0.3859,200214,0.162,32431,15,0.5689,0.6097,119.32,0.0693,0.3,0.1878,0.3718,low 9678,Rwanda,2020,capital,Infrastructure,Mid_Level,12.73,324869,0.0783,299437,0.483,144618,42,0.7672,0.8295,502.94,0.0931,0.7386,0.7058,0.725,high 9679,Rwanda,2021,urban,Administration,Junior,13.04,346084,0.0917,314332,0.5307,166818,58,0.7456,0.8714,415.89,0.087,0.7767,0.5221,0.7653,high 9680,Rwanda,2019,remote,ICT,Senior,12.43,322499,0.1996,258115,0.2241,57843,55,0.6237,0.7871,886.76,0.0814,0.6414,0.621,0.6379,moderate 9681,Botswana,2022,capital,Education,Mid_Level,2.52,125898,0.1069,112436,0.6417,72146,40,0.7364,0.8272,482.2,0.0677,0.7051,0.7692,0.7552,high 9682,Uganda,2020,rural,Administration,Mid_Level,43.2,349484,0.4297,199310,0.1812,36115,10,0.55,0.7168,269.83,0.0486,0.4633,0.4339,0.4101,low 9683,Mozambique,2025,urban,Health,Mid_Level,33.89,314277,0.313,215895,0.173,37346,9,0.5508,0.607,102.4,0.0642,0.298,0.1858,0.3769,low 9684,Mozambique,2018,rural,Justice,Junior,28.12,248096,0.3663,157216,0.1345,21140,15,0.614,0.6403,138.7,0.0553,0.3394,0.1784,0.3774,low 9685,Tanzania,2024,urban,Education,Mid_Level,67.0,1034358,0.2306,795845,0.3079,245016,19,0.5447,0.8017,208.04,0.0527,0.5526,0.4683,0.5392,moderate 9686,South Africa,2023,capital,Health,Senior,61.51,3125227,0.1705,2592334,0.5445,1411503,38,0.671,0.8486,903.0,0.072,0.5985,0.5206,0.6777,high 9687,Uganda,2024,rural,Health,Senior,49.0,428520,0.3495,278750,0.1936,53970,10,0.6089,0.7294,470.62,0.0663,0.5267,0.3524,0.4334,low 9688,Nigeria,2023,capital,Education,Senior,224.39,3850853,0.2002,3079913,0.3383,1042078,17,0.5264,0.7577,339.47,0.0539,0.4847,0.4077,0.5299,moderate 9689,Tanzania,2023,capital,Health,Senior,65.05,1107767,0.1696,919929,0.3765,346312,19,0.6543,0.8056,371.83,0.0667,0.4449,0.3886,0.5534,moderate 9690,Senegal,2021,capital,Infrastructure,Director,16.62,330328,0.1509,280468,0.3991,111930,24,0.5408,0.6868,628.7,0.0535,0.4284,0.3587,0.5538,moderate 9691,Botswana,2021,urban,Finance,Junior,2.49,114708,0.117,101289,0.5176,52430,54,0.7096,0.7954,615.44,0.0854,0.5983,0.7211,0.7364,high 9692,South Africa,2019,rural,ICT,Senior,59.58,3622079,0.2466,2728699,0.332,906043,32,0.6681,0.7949,671.16,0.0773,0.7051,0.6527,0.6064,moderate 9693,Botswana,2020,rural,ICT,Director,2.45,98059,0.1951,78926,0.3409,26909,36,0.5765,0.7777,1387.59,0.0711,0.6593,0.6335,0.6224,moderate 9694,Ethiopia,2022,urban,Health,Junior,119.93,1484316,0.2612,1096660,0.2469,270722,12,0.531,0.6259,90.99,0.0612,0.3405,0.1692,0.4213,low 9695,Ghana,2018,capital,Finance,Junior,30.01,658058,0.1849,536364,0.4604,246952,22,0.675,0.7042,186.61,0.0621,0.5744,0.3911,0.576,moderate 9696,Uganda,2025,rural,Security,Senior,50.57,448407,0.3123,308365,0.208,64128,16,0.5598,0.7167,343.74,0.0513,0.5515,0.4428,0.4708,low 9697,Kenya,2022,capital,Education,Mid_Level,52.76,1641372,0.124,1437879,0.409,588083,37,0.6072,0.8956,481.42,0.0706,0.6652,0.7756,0.6922,high 9698,Mozambique,2023,remote,Education,Senior,32.13,345668,0.3982,208024,0.1054,21930,12,0.509,0.6679,163.68,0.069,0.3242,0.1784,0.3572,low 9699,DRC,2024,urban,Education,Junior,105.0,574089,0.4234,330993,0.1815,60061,5,0.447,0.5977,90.27,0.0696,0.2579,0.2206,0.3395,critical 9700,Uganda,2019,capital,Infrastructure,Director,41.86,299217,0.2543,223120,0.2917,65081,14,0.4785,0.7252,549.92,0.0623,0.5076,0.4504,0.4989,low 9701,Kenya,2020,rural,Security,Junior,50.61,1630721,0.1737,1347469,0.3663,493607,37,0.7444,0.9156,465.53,0.0646,0.7456,0.6379,0.6663,high 9702,Ethiopia,2020,urban,Social_Services,Mid_Level,114.15,1414745,0.3626,901796,0.1969,177596,11,0.4896,0.6454,111.77,0.0578,0.2915,0.2263,0.3847,low 9703,Ethiopia,2023,remote,Social_Services,Senior,122.93,1275846,0.5215,610544,0.1351,82491,11,0.5091,0.5927,177.44,0.0639,0.2651,0.1901,0.3153,critical 9704,Ghana,2021,rural,Social_Services,Executive,31.94,763426,0.2094,603561,0.2704,163209,23,0.5674,0.7013,872.81,0.0718,0.5659,0.4302,0.5275,moderate 9705,Tanzania,2020,rural,Social_Services,Junior,59.53,1111500,0.3166,759616,0.213,161764,12,0.604,0.7668,300.51,0.0494,0.4913,0.3368,0.4519,low 9706,Senegal,2022,urban,ICT,Junior,17.07,418432,0.1828,341940,0.3133,107136,26,0.6678,0.687,262.34,0.0662,0.4893,0.3589,0.5355,moderate 9707,Senegal,2019,rural,Health,Junior,15.76,353354,0.2123,278350,0.2832,78824,26,0.6254,0.727,219.51,0.0545,0.5183,0.4482,0.5384,moderate 9708,Botswana,2022,rural,Security,Junior,2.52,97031,0.1763,79922,0.3978,31794,56,0.6564,0.9294,513.55,0.083,0.7341,0.7312,0.7313,high 9709,Ghana,2018,rural,Justice,Junior,30.01,799283,0.209,632268,0.2391,151196,30,0.7092,0.8202,228.56,0.0639,0.4635,0.3453,0.5365,moderate 9710,Mozambique,2023,urban,Education,Senior,32.13,357662,0.298,251061,0.2204,55333,8,0.4901,0.5934,160.76,0.0717,0.3308,0.1629,0.389,low 9711,DRC,2018,rural,Infrastructure,Mid_Level,86.92,485109,0.5507,217960,0.1193,26010,6,0.5553,0.6975,109.82,0.0531,0.258,0.1848,0.3061,critical 9712,Nigeria,2025,rural,Security,Junior,235.75,4599284,0.2803,3309907,0.2578,853186,16,0.6032,0.7193,175.37,0.0508,0.483,0.3697,0.4775,low 9713,Botswana,2022,capital,Education,Mid_Level,2.52,124505,0.1183,109769,0.6217,68242,44,0.6284,0.8597,439.01,0.095,0.657,0.6916,0.7497,high 9714,Botswana,2021,urban,Health,Junior,2.49,102746,0.1047,91990,0.5393,49610,48,0.6457,0.833,434.32,0.0941,0.763,0.521,0.732,high 9715,Ethiopia,2022,urban,Infrastructure,Mid_Level,119.93,1302343,0.2524,973622,0.2287,222693,9,0.4801,0.641,104.3,0.0526,0.3442,0.1722,0.4144,low 9716,DRC,2022,remote,Agriculture,Executive,98.59,515219,0.5727,220152,0.1,22015,6,0.5875,0.6671,456.68,0.0595,0.3244,0.1702,0.2964,critical 9717,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1105546,0.29,784974,0.1586,124472,22,0.6108,0.7579,188.51,0.0528,0.4555,0.3389,0.4653,low 9718,Tanzania,2023,rural,Social_Services,Mid_Level,65.05,1341934,0.3006,938583,0.2052,192579,17,0.6167,0.7152,190.36,0.0594,0.5351,0.3596,0.4654,low 9719,Nigeria,2025,remote,Health,Senior,235.75,5338905,0.4162,3117067,0.1799,560625,19,0.6211,0.7408,462.67,0.0584,0.461,0.4532,0.441,low 9720,Uganda,2024,rural,Security,Executive,49.0,409492,0.3369,271529,0.2179,59173,19,0.5566,0.7859,947.06,0.0553,0.4727,0.3621,0.4691,low 9721,DRC,2024,remote,Infrastructure,Junior,105.0,641107,0.5521,287168,0.1,28716,6,0.5156,0.6332,119.54,0.0684,0.2946,0.2052,0.2969,critical 9722,Ethiopia,2024,remote,Health,Senior,126.0,1606400,0.5623,703200,0.1097,77133,11,0.5362,0.7091,138.52,0.0696,0.3331,0.1675,0.3208,critical 9723,Kenya,2018,capital,Health,Junior,48.55,1852018,0.1342,1603387,0.4246,680875,43,0.7657,0.7967,531.04,0.0678,0.7015,0.6585,0.6856,high 9724,South Africa,2019,rural,Education,Junior,59.58,3139322,0.1956,2525288,0.3757,948685,38,0.706,0.8756,411.02,0.0852,0.6446,0.6269,0.6485,moderate 9725,Rwanda,2023,remote,Security,Junior,13.67,385673,0.1571,325086,0.2461,80007,59,0.7198,0.8887,475.53,0.0647,0.6378,0.6725,0.6841,high 9726,Mozambique,2022,urban,Education,Mid_Level,31.29,304338,0.3322,203241,0.204,41461,10,0.5901,0.6726,141.81,0.0581,0.3066,0.2374,0.3982,low 9727,Ethiopia,2024,rural,Education,Junior,126.0,1576850,0.4947,796749,0.1778,141650,9,0.5048,0.6154,145.09,0.0623,0.3136,0.1644,0.3334,critical 9728,South Africa,2025,capital,Administration,Senior,62.5,3698512,0.1398,3181472,0.5318,1692011,33,0.6954,0.8852,563.56,0.0895,0.6465,0.5574,0.6837,high 9729,Botswana,2025,capital,Justice,Junior,2.64,104966,0.0935,95149,0.657,62509,39,0.6341,0.7892,477.04,0.0785,0.6086,0.7433,0.7419,high 9730,Ghana,2024,remote,Security,Junior,34.0,856402,0.3547,552624,0.2168,119803,24,0.5411,0.7592,284.76,0.05,0.572,0.4535,0.4919,low 9731,Rwanda,2025,urban,Health,Junior,14.34,483301,0.1007,434639,0.5282,229582,41,0.6277,0.8409,454.11,0.0821,0.7793,0.7336,0.7368,high 9732,Senegal,2024,remote,Administration,Senior,18.0,444756,0.2586,329730,0.2027,66844,18,0.499,0.7908,295.9,0.0603,0.478,0.41,0.4884,low 9733,Ethiopia,2024,remote,Health,Director,126.0,1590262,0.4356,897602,0.109,97835,10,0.4789,0.6847,229.36,0.0595,0.2956,0.1948,0.3451,critical 9734,Rwanda,2019,urban,Security,Junior,12.43,420533,0.1092,374617,0.5268,197354,38,0.6122,0.9255,552.48,0.0856,0.6159,0.6487,0.7147,high 9735,Nigeria,2024,capital,Education,Junior,230.0,4112857,0.1989,3294840,0.3395,1118585,14,0.5425,0.6922,247.93,0.0657,0.5253,0.428,0.5193,moderate 9736,Kenya,2025,capital,Education,Mid_Level,56.15,2014489,0.1398,1732866,0.5152,892716,36,0.7255,0.8722,519.7,0.0686,0.7885,0.7139,0.7149,high 9737,DRC,2018,rural,Education,Junior,86.92,476027,0.424,274209,0.131,35921,10,0.5332,0.6048,152.98,0.0682,0.3276,0.1868,0.3439,critical 9738,DRC,2021,remote,Education,Director,95.53,556529,0.6,222611,0.1,22261,7,0.5989,0.6732,225.3,0.0511,0.3283,0.2304,0.2994,critical 9739,Mozambique,2025,urban,Justice,Junior,33.89,305352,0.2335,234043,0.1977,46269,9,0.5377,0.5981,97.94,0.0493,0.2608,0.2297,0.4023,low 9740,DRC,2023,capital,Infrastructure,Mid_Level,101.74,555720,0.3111,382842,0.1892,72450,8,0.543,0.708,146.57,0.0702,0.3189,0.2091,0.3985,low 9741,Mozambique,2019,remote,Finance,Junior,28.88,289462,0.4961,145851,0.1065,15534,10,0.4764,0.7143,89.84,0.0598,0.2772,0.1861,0.3311,critical 9742,Tanzania,2018,urban,Security,Junior,56.11,1036653,0.2037,825532,0.3008,248320,21,0.6264,0.8211,202.64,0.0611,0.4498,0.4498,0.5399,moderate 9743,Botswana,2020,rural,Health,Junior,2.45,100966,0.1854,82242,0.34,27966,55,0.7369,0.7824,603.68,0.0793,0.6672,0.6725,0.6775,high 9744,South Africa,2018,rural,Administration,Mid_Level,59.11,3047921,0.1841,2486913,0.3567,887123,39,0.6737,0.8927,409.59,0.0888,0.6173,0.7573,0.662,high 9745,South Africa,2023,remote,Finance,Mid_Level,61.51,3598799,0.2459,2713795,0.2933,796033,48,0.7725,0.8125,359.58,0.0724,0.7397,0.5711,0.6348,moderate 9746,Rwanda,2021,urban,Infrastructure,Junior,13.04,411643,0.1182,362994,0.3931,142674,61,0.7485,0.9077,541.18,0.0882,0.711,0.7112,0.7496,high 9747,Ethiopia,2019,capital,Social_Services,Mid_Level,111.37,1169810,0.2769,845847,0.2229,188577,9,0.495,0.6882,150.38,0.0662,0.2647,0.1973,0.4084,low 9748,Ghana,2023,rural,Security,Junior,33.3,802592,0.2002,641885,0.2686,172434,29,0.5723,0.7516,219.19,0.0587,0.517,0.3213,0.5362,moderate 9749,Ghana,2022,rural,Education,Junior,32.62,937528,0.2346,717630,0.281,201637,21,0.6389,0.7938,198.0,0.0608,0.5399,0.3777,0.5249,moderate 9750,Ethiopia,2019,rural,Security,Junior,111.37,1428500,0.4478,788882,0.1468,115830,12,0.5717,0.7079,136.89,0.0686,0.3093,0.2364,0.3655,low 9751,Rwanda,2020,rural,Administration,Junior,12.73,415565,0.1341,359831,0.3786,136238,63,0.7706,0.9154,493.66,0.0955,0.7254,0.6458,0.7431,high 9752,DRC,2020,urban,Education,Junior,92.57,575693,0.3152,394234,0.1436,56625,9,0.4777,0.6132,98.6,0.0673,0.2591,0.2323,0.3707,low 9753,Ethiopia,2025,urban,Education,Mid_Level,129.15,1733016,0.2743,1257607,0.2063,259468,8,0.4782,0.6313,94.95,0.0693,0.3397,0.193,0.401,low 9754,Ghana,2023,rural,Security,Mid_Level,33.3,792763,0.2337,607493,0.2436,148004,23,0.5584,0.7656,307.68,0.0548,0.5132,0.4744,0.5236,moderate 9755,Senegal,2021,urban,Infrastructure,Director,16.62,317900,0.1656,265240,0.3281,87023,27,0.5504,0.7289,508.16,0.0544,0.5687,0.3336,0.5577,moderate 9756,Nigeria,2022,capital,Finance,Junior,218.92,4864918,0.1739,4018820,0.3514,1412366,24,0.5876,0.7871,213.27,0.0664,0.5189,0.403,0.5646,moderate 9757,Kenya,2021,rural,Health,Junior,51.68,1690457,0.1687,1405210,0.3538,497095,38,0.7438,0.81,633.87,0.0738,0.65,0.6292,0.6407,moderate 9758,DRC,2020,rural,Education,Mid_Level,92.57,544774,0.5469,246852,0.1248,30802,6,0.4511,0.6284,91.61,0.0686,0.3159,0.1863,0.304,critical 9759,Botswana,2023,rural,Education,Senior,2.56,105989,0.1707,87892,0.3693,32458,45,0.5951,0.9179,909.74,0.0799,0.6357,0.5333,0.6667,high 9760,Ethiopia,2023,rural,Health,Junior,122.93,1442579,0.4634,774024,0.1383,107054,10,0.5261,0.7094,101.73,0.0632,0.266,0.2263,0.3494,critical 9761,Uganda,2018,remote,Education,Junior,40.56,292545,0.4222,169029,0.1424,24076,14,0.5218,0.6958,243.36,0.0487,0.4268,0.4314,0.4052,low 9762,Tanzania,2022,urban,Finance,Mid_Level,63.15,1038379,0.2252,804521,0.318,255816,18,0.5626,0.6833,304.22,0.0568,0.5345,0.4438,0.5185,moderate 9763,Botswana,2019,urban,Health,Junior,2.41,111694,0.1378,96306,0.4831,46528,36,0.7141,0.8823,472.02,0.0841,0.7914,0.7686,0.7147,high 9764,Kenya,2019,urban,Infrastructure,Senior,49.57,1589389,0.1323,1379065,0.3828,527950,31,0.6743,0.915,628.21,0.0783,0.7025,0.5252,0.6501,high 9765,Ethiopia,2023,urban,Agriculture,Mid_Level,122.93,1491316,0.272,1085648,0.1898,206036,9,0.4896,0.6118,146.17,0.0623,0.2949,0.2086,0.3941,low 9766,Botswana,2021,urban,Health,Mid_Level,2.49,106062,0.1071,94698,0.4792,45379,46,0.6849,0.781,489.45,0.0771,0.7811,0.717,0.725,high 9767,DRC,2020,capital,Agriculture,Senior,92.57,617626,0.3487,402241,0.205,82455,9,0.5219,0.6393,168.46,0.0662,0.3019,0.182,0.3809,low 9768,Uganda,2024,urban,Education,Junior,49.0,444717,0.283,318877,0.2393,76314,17,0.5761,0.715,235.62,0.0701,0.4943,0.4431,0.4826,low 9769,Senegal,2023,urban,Infrastructure,Mid_Level,17.53,433496,0.1412,372276,0.3219,119820,18,0.5847,0.8039,273.98,0.0576,0.4299,0.4049,0.5442,moderate 9770,Botswana,2022,urban,Security,Junior,2.52,120714,0.1151,106825,0.5448,58198,53,0.6447,0.8345,541.79,0.0845,0.7717,0.6565,0.7579,high 9771,Nigeria,2023,capital,Health,Executive,224.39,4472716,0.1625,3745829,0.3104,1162613,23,0.5589,0.7159,1211.6,0.0662,0.4856,0.3232,0.5327,moderate 9772,South Africa,2025,remote,Social_Services,Mid_Level,62.5,3386485,0.3228,2293205,0.263,603152,43,0.6264,0.9318,374.66,0.0888,0.6515,0.7159,0.6191,moderate 9773,Kenya,2020,capital,Social_Services,Junior,50.61,1689198,0.1056,1510824,0.449,678403,35,0.6666,0.9016,419.58,0.0738,0.7212,0.7098,0.7017,high 9774,Ethiopia,2023,urban,Social_Services,Mid_Level,122.93,1312501,0.3411,864745,0.2357,203806,11,0.5289,0.6613,124.94,0.0483,0.306,0.1917,0.4001,low 9775,Nigeria,2024,rural,Education,Junior,230.0,5232991,0.2718,3810883,0.242,922217,20,0.6508,0.716,252.36,0.0548,0.5341,0.3665,0.49,low 9776,South Africa,2024,capital,Education,Mid_Level,62.0,3303223,0.1428,2831468,0.5508,1559622,33,0.5882,0.8177,510.04,0.0704,0.707,0.6387,0.6917,high 9777,Ethiopia,2021,urban,Education,Mid_Level,117.0,1518758,0.3366,1007482,0.2036,205133,10,0.4605,0.6015,104.29,0.0624,0.3111,0.175,0.3806,low 9778,Senegal,2024,rural,Infrastructure,Senior,18.0,426253,0.2325,327136,0.2868,93834,16,0.5063,0.7438,326.5,0.0688,0.513,0.4288,0.5093,moderate 9779,Ghana,2025,rural,ICT,Senior,34.71,910925,0.2219,708764,0.3011,213389,23,0.6712,0.8052,280.43,0.0715,0.4871,0.3704,0.5338,moderate 9780,Kenya,2020,capital,Education,Director,50.61,1717233,0.1437,1470390,0.5166,759586,37,0.5979,0.8029,1218.36,0.0812,0.6489,0.7034,0.6914,high 9781,Ethiopia,2022,urban,Education,Mid_Level,119.93,1630466,0.3257,1099462,0.2173,238867,11,0.6179,0.649,143.19,0.0509,0.2999,0.2328,0.401,low 9782,DRC,2024,remote,Health,Junior,105.0,539265,0.6,215706,0.1,21570,5,0.4642,0.7042,112.13,0.0538,0.2749,0.1934,0.29,critical 9783,DRC,2021,capital,Education,Senior,95.53,635658,0.3151,435365,0.1619,70506,7,0.4885,0.6231,126.2,0.0714,0.2604,0.1698,0.3657,low 9784,South Africa,2021,urban,Health,Mid_Level,60.54,3680038,0.1416,3158870,0.553,1746912,42,0.6756,0.9189,521.47,0.0867,0.7315,0.6841,0.7373,high 9785,South Africa,2024,rural,Health,Junior,62.0,3390775,0.2298,2611736,0.36,940166,28,0.6376,0.7999,370.96,0.0896,0.6344,0.7364,0.6096,moderate 9786,Tanzania,2024,rural,Health,Junior,67.0,1113107,0.2585,825336,0.2367,195356,19,0.5021,0.6757,311.89,0.0609,0.533,0.3548,0.4822,low 9787,Kenya,2025,remote,Agriculture,Senior,56.15,1746084,0.2559,1299269,0.2204,286313,40,0.7136,0.8725,525.22,0.0662,0.6528,0.681,0.6054,moderate 9788,South Africa,2019,capital,Health,Mid_Level,59.58,3403787,0.1418,2921100,0.5929,1731887,42,0.6015,0.8645,379.84,0.0906,0.6921,0.7392,0.7406,high 9789,Kenya,2024,capital,ICT,Junior,55.0,1958178,0.1341,1695503,0.467,791820,36,0.5502,0.9163,430.64,0.0878,0.6349,0.541,0.6782,high 9790,Ethiopia,2023,rural,Finance,Junior,122.93,1383229,0.337,917058,0.1627,149196,12,0.4783,0.7108,152.35,0.0554,0.2553,0.2389,0.3925,low 9791,Tanzania,2019,remote,Administration,Junior,57.79,1165338,0.3957,704235,0.1712,120598,15,0.5449,0.8249,272.46,0.0686,0.5317,0.3784,0.4461,low 9792,Tanzania,2023,capital,Justice,Junior,65.05,1113003,0.2,890437,0.3204,285320,15,0.4921,0.6921,305.3,0.061,0.5627,0.4727,0.525,moderate 9793,Kenya,2020,rural,Finance,Mid_Level,50.61,1827175,0.1658,1524246,0.2856,435366,33,0.5743,0.7832,463.72,0.0659,0.6313,0.5506,0.5981,moderate 9794,Senegal,2023,capital,Education,Director,17.53,368250,0.1683,306280,0.3523,107913,21,0.608,0.7407,487.81,0.0483,0.5021,0.356,0.5454,moderate 9795,Rwanda,2025,capital,Health,Junior,14.34,451409,0.0929,409461,0.4487,183709,37,0.7062,0.8331,497.21,0.072,0.6339,0.5395,0.6737,high 9796,Senegal,2018,rural,Health,Senior,15.34,287471,0.1897,232939,0.2697,62830,24,0.5458,0.694,472.0,0.0608,0.4426,0.3829,0.5166,moderate 9797,South Africa,2024,urban,Health,Junior,62.0,3681246,0.1861,2996243,0.4977,1491195,51,0.6664,0.8616,495.77,0.0838,0.606,0.7381,0.719,high 9798,Ethiopia,2018,urban,Health,Junior,108.65,1375756,0.3483,896516,0.2105,188680,12,0.601,0.6559,146.08,0.0633,0.3182,0.2339,0.3991,low 9799,Mozambique,2025,remote,Social_Services,Director,33.89,343705,0.5179,165705,0.1047,17344,10,0.4662,0.6819,345.47,0.0643,0.2639,0.2209,0.3225,critical 9800,Ethiopia,2024,remote,Education,Junior,126.0,1717995,0.458,931154,0.1263,117594,10,0.5054,0.6782,106.62,0.0694,0.3387,0.2292,0.3506,low 9801,Nigeria,2019,remote,Education,Mid_Level,203.29,4511657,0.3787,2803072,0.1689,473401,17,0.5677,0.7737,269.62,0.048,0.537,0.3785,0.4476,low 9802,Rwanda,2025,capital,Social_Services,Junior,14.34,421047,0.105,376852,0.539,203141,50,0.6409,0.9071,560.32,0.0939,0.7159,0.6009,0.7513,high 9803,South Africa,2024,capital,Infrastructure,Mid_Level,62.0,3743615,0.1553,3162118,0.5468,1729135,43,0.6795,0.8307,474.44,0.0659,0.682,0.5634,0.7045,high 9804,Rwanda,2023,urban,Health,Junior,13.67,361391,0.1033,324055,0.5097,165156,62,0.8055,0.9043,647.66,0.0856,0.6049,0.5836,0.7611,high 9805,Uganda,2021,urban,Education,Mid_Level,44.58,305242,0.2458,230212,0.2641,60790,16,0.496,0.709,317.27,0.0535,0.5315,0.4503,0.4991,low 9806,Kenya,2023,capital,Health,Director,53.87,1706819,0.096,1542914,0.4128,636902,44,0.7476,0.7828,1614.35,0.0711,0.707,0.707,0.698,high 9807,Mozambique,2022,rural,Social_Services,Mid_Level,31.29,291614,0.4443,162044,0.1609,26069,9,0.4646,0.7086,100.99,0.0669,0.3344,0.212,0.3626,low 9808,Uganda,2018,capital,Education,Junior,40.56,283913,0.1989,227435,0.3101,70532,16,0.5951,0.8233,175.81,0.0582,0.5108,0.3705,0.5294,moderate 9809,Botswana,2024,capital,Administration,Mid_Level,2.6,107481,0.1011,96614,0.4908,47417,56,0.7016,0.8098,618.26,0.0766,0.6944,0.5666,0.735,high 9810,DRC,2024,urban,Infrastructure,Senior,105.0,670437,0.4004,401994,0.1663,66838,7,0.5899,0.628,167.03,0.0637,0.278,0.2049,0.3515,low 9811,Mozambique,2022,rural,Agriculture,Senior,31.29,314288,0.3772,195731,0.1625,31812,10,0.47,0.613,218.05,0.0542,0.2776,0.1877,0.3598,low 9812,Ethiopia,2023,capital,Security,Junior,122.93,1298095,0.2684,949749,0.2742,260388,7,0.4758,0.6519,135.39,0.0493,0.2749,0.2275,0.417,low 9813,Kenya,2022,capital,Social_Services,Junior,52.76,1929546,0.1208,1696376,0.501,849830,37,0.6414,0.876,589.17,0.0859,0.6339,0.751,0.7074,high 9814,Kenya,2024,capital,Health,Junior,55.0,1749789,0.1263,1528762,0.4181,639108,37,0.672,0.7811,419.74,0.0866,0.6696,0.5995,0.6595,high 9815,South Africa,2022,capital,Education,Junior,61.02,3469916,0.1222,3046009,0.5358,1632044,50,0.7361,0.8515,415.26,0.0819,0.6401,0.7476,0.7449,high 9816,Botswana,2025,rural,Health,Executive,2.64,121915,0.1964,97975,0.4055,39725,36,0.5905,0.7913,2082.83,0.0711,0.6049,0.7721,0.6487,moderate 9817,Rwanda,2023,urban,Health,Senior,13.67,429605,0.1278,374702,0.4343,162747,56,0.618,0.8827,551.53,0.0946,0.6738,0.7583,0.7423,high 9818,South Africa,2021,rural,Infrastructure,Mid_Level,60.54,3360565,0.2645,2471689,0.3302,816232,43,0.7102,0.8203,444.38,0.0678,0.6698,0.625,0.6265,moderate 9819,Tanzania,2021,rural,Health,Junior,61.31,1003293,0.3142,688070,0.2574,177083,21,0.5681,0.8179,293.54,0.0712,0.5014,0.4656,0.5077,moderate 9820,Ghana,2024,rural,Social_Services,Junior,34.0,865955,0.2039,689417,0.2982,205583,20,0.5545,0.6965,264.47,0.0485,0.5494,0.4003,0.523,moderate 9821,Rwanda,2019,urban,Security,Mid_Level,12.43,391057,0.1145,346289,0.4697,162635,44,0.6718,0.9027,597.11,0.0899,0.6555,0.7538,0.7251,high 9822,Uganda,2021,urban,Administration,Mid_Level,44.58,404506,0.2265,312871,0.2634,82398,15,0.5664,0.7908,271.42,0.0529,0.543,0.4391,0.5135,moderate 9823,Ethiopia,2019,capital,Health,Mid_Level,111.37,1487403,0.2959,1047229,0.2135,223531,12,0.6001,0.6845,147.5,0.0573,0.27,0.2129,0.4103,low 9824,DRC,2025,urban,Infrastructure,Senior,108.36,583886,0.3389,385991,0.1806,69692,8,0.4716,0.6566,165.07,0.0715,0.2885,0.2138,0.3791,low 9825,Uganda,2021,capital,Education,Director,44.58,321573,0.2216,250299,0.2982,74640,12,0.5491,0.6858,681.93,0.0683,0.5598,0.3562,0.4936,low 9826,Mozambique,2023,capital,Security,Senior,32.13,319797,0.2801,230208,0.1977,45513,10,0.5981,0.594,201.57,0.0664,0.2889,0.2012,0.3925,low 9827,Mozambique,2023,capital,Security,Junior,32.13,351758,0.2371,268343,0.201,53945,13,0.583,0.6799,106.91,0.0712,0.2827,0.1827,0.422,low 9828,DRC,2021,capital,Finance,Junior,95.53,528581,0.2909,374800,0.163,61089,8,0.5616,0.6362,92.28,0.0675,0.331,0.2389,0.3904,low 9829,Tanzania,2025,rural,Education,Senior,69.01,1268414,0.3102,874937,0.2384,208592,15,0.5347,0.7974,482.29,0.0595,0.4902,0.3484,0.473,low 9830,Nigeria,2023,capital,Finance,Mid_Level,224.39,4107775,0.1977,3295549,0.3838,1264897,21,0.5356,0.6963,282.54,0.0611,0.4584,0.3717,0.5365,moderate 9831,South Africa,2023,capital,Agriculture,Junior,61.51,2936838,0.1235,2574118,0.5564,1432164,40,0.7007,0.8105,527.58,0.0648,0.7774,0.6881,0.7263,high 9832,Nigeria,2023,urban,Security,Junior,224.39,4211853,0.1912,3406526,0.3444,1173358,17,0.538,0.7562,297.22,0.0703,0.5484,0.4069,0.5398,moderate 9833,Kenya,2025,urban,Education,Junior,56.15,1832130,0.1609,1537293,0.4825,741743,27,0.6421,0.8076,403.7,0.0828,0.6547,0.7306,0.6576,high 9834,Senegal,2018,urban,Justice,Mid_Level,15.34,371368,0.137,320506,0.3234,103652,15,0.6203,0.7213,295.72,0.0513,0.489,0.3696,0.5282,moderate 9835,South Africa,2022,rural,Agriculture,Executive,61.02,2959494,0.2341,2266610,0.3315,751282,30,0.6067,0.7952,1967.28,0.0711,0.681,0.6264,0.5994,moderate 9836,Uganda,2019,urban,ICT,Mid_Level,41.86,306023,0.2319,235068,0.3005,70636,11,0.4801,0.6862,220.68,0.0671,0.5301,0.4636,0.497,low 9837,Ethiopia,2022,capital,Education,Junior,119.93,1338295,0.3276,899830,0.2367,212984,7,0.5336,0.6416,154.02,0.0673,0.3131,0.2363,0.3959,low 9838,Tanzania,2020,urban,Infrastructure,Director,59.53,919039,0.2357,702398,0.3236,227280,19,0.5235,0.7448,533.81,0.0604,0.5356,0.4586,0.5306,moderate 9839,Botswana,2021,capital,Security,Junior,2.49,123962,0.1155,109638,0.577,63257,34,0.6608,0.7786,575.85,0.0817,0.7439,0.565,0.698,high 9840,Tanzania,2024,rural,Education,Junior,67.0,1204575,0.2279,930083,0.2311,214898,16,0.6351,0.8189,192.75,0.0544,0.461,0.4592,0.5056,moderate 9841,Kenya,2020,urban,Administration,Junior,50.61,1925006,0.154,1628643,0.427,695482,25,0.658,0.7938,497.7,0.0762,0.801,0.6794,0.6479,moderate 9842,Mozambique,2025,rural,Security,Mid_Level,33.89,341072,0.3949,206377,0.1579,32585,14,0.6103,0.669,97.41,0.0712,0.2833,0.2324,0.3777,low 9843,Rwanda,2019,rural,ICT,Mid_Level,12.43,326003,0.1369,281388,0.3692,103897,38,0.7341,0.8482,544.37,0.0746,0.6058,0.5568,0.6466,moderate 9844,Nigeria,2025,remote,Administration,Senior,235.75,5384319,0.3496,3502142,0.2063,722451,24,0.5139,0.7682,445.9,0.0653,0.5135,0.4023,0.481,low 9845,Senegal,2019,rural,ICT,Senior,15.76,378274,0.2188,295506,0.259,76536,23,0.5618,0.7967,423.95,0.0603,0.4826,0.3602,0.5213,moderate 9846,Ghana,2020,rural,Health,Mid_Level,31.29,688481,0.2247,533773,0.2948,157375,26,0.5378,0.7679,296.72,0.0702,0.5282,0.4736,0.5479,moderate 9847,Botswana,2023,capital,Social_Services,Senior,2.56,118238,0.1128,104900,0.605,63468,51,0.6349,0.9204,779.14,0.0689,0.6856,0.7676,0.7839,high 9848,Ghana,2023,capital,Education,Junior,33.3,711607,0.1638,595063,0.4722,280959,31,0.5938,0.7433,286.86,0.0483,0.442,0.4327,0.6035,moderate 9849,Kenya,2021,capital,Education,Senior,51.68,1795141,0.0979,1619445,0.5176,838213,28,0.6482,0.7832,848.39,0.0754,0.6295,0.6969,0.675,high 9850,Kenya,2024,capital,Administration,Mid_Level,55.0,1825235,0.1074,1629143,0.435,708627,27,0.6527,0.795,351.51,0.0712,0.7216,0.7004,0.6608,high 9851,Senegal,2022,urban,Health,Senior,17.07,373035,0.1637,311953,0.3063,95562,21,0.6479,0.7827,325.96,0.0527,0.5706,0.4633,0.5589,moderate 9852,Uganda,2020,remote,ICT,Senior,43.2,369781,0.3979,222630,0.1392,30982,15,0.5667,0.7322,322.85,0.0504,0.4379,0.4256,0.419,low 9853,Uganda,2022,remote,Education,Mid_Level,46.01,313208,0.5046,155169,0.1389,21554,19,0.4901,0.6811,313.22,0.0707,0.4464,0.3239,0.3853,low 9854,Tanzania,2025,urban,Security,Mid_Level,69.01,1103095,0.1874,896414,0.2761,247495,20,0.5331,0.7871,274.12,0.0535,0.5647,0.3595,0.5327,moderate 9855,Rwanda,2022,urban,Administration,Junior,13.35,362800,0.1254,317313,0.5103,161921,57,0.834,0.7835,392.54,0.0656,0.6919,0.6876,0.7442,high 9856,Ethiopia,2022,capital,Social_Services,Mid_Level,119.93,1282479,0.2483,964083,0.2363,227800,9,0.562,0.6387,146.14,0.0658,0.3151,0.2308,0.4199,low 9857,Nigeria,2025,rural,Education,Junior,235.75,4222498,0.2696,3084294,0.2736,843866,22,0.5538,0.7597,242.32,0.0616,0.4876,0.427,0.5114,moderate 9858,Tanzania,2025,remote,Social_Services,Junior,69.01,1426803,0.3668,903418,0.184,166255,18,0.5886,0.8003,196.91,0.0587,0.527,0.383,0.4604,low 9859,Mozambique,2024,rural,Social_Services,Senior,33.0,339027,0.4277,194038,0.1601,31063,15,0.6036,0.6605,200.33,0.0617,0.2748,0.1677,0.3639,low 9860,Rwanda,2025,remote,Education,Mid_Level,14.34,422242,0.1526,357794,0.2803,100278,45,0.7366,0.9282,570.11,0.0727,0.6452,0.7068,0.6688,high 9861,Senegal,2020,rural,Administration,Mid_Level,16.18,393499,0.2582,291880,0.2839,82856,23,0.5289,0.7242,220.11,0.0554,0.5335,0.3514,0.511,moderate 9862,Mozambique,2025,rural,Health,Junior,33.89,318284,0.3257,214632,0.1428,30654,11,0.5903,0.6178,132.05,0.0624,0.2954,0.236,0.3776,low 9863,Rwanda,2025,urban,Health,Director,14.34,416344,0.1225,365327,0.4921,179772,38,0.7148,0.8197,1519.56,0.0885,0.7014,0.5322,0.6837,high 9864,Uganda,2025,remote,ICT,Director,50.57,401449,0.5132,195438,0.1533,29966,17,0.5002,0.781,490.41,0.0542,0.4669,0.3616,0.4025,low 9865,South Africa,2018,urban,Justice,Mid_Level,59.11,2883923,0.1622,2416143,0.5135,1240601,42,0.583,0.79,518.29,0.0651,0.7922,0.5785,0.6984,high 9866,Botswana,2021,rural,Education,Junior,2.49,95573,0.1366,82521,0.346,28552,32,0.71,0.9153,636.62,0.0936,0.783,0.6804,0.666,high 9867,Tanzania,2023,urban,Health,Junior,65.05,1244370,0.2044,990056,0.3134,310329,21,0.5442,0.7008,280.0,0.0586,0.5643,0.39,0.5303,moderate 9868,Ghana,2020,rural,Education,Mid_Level,31.29,790184,0.2624,582832,0.3126,182222,21,0.6266,0.7943,291.3,0.0584,0.4535,0.4646,0.526,moderate 9869,Kenya,2022,capital,Security,Mid_Level,52.76,1993975,0.1367,1721356,0.4827,830953,27,0.6441,0.83,458.19,0.0666,0.7654,0.5546,0.6605,high 9870,Senegal,2023,capital,Health,Junior,17.53,403888,0.1709,334851,0.3741,125277,26,0.6558,0.7347,224.34,0.067,0.5735,0.4385,0.5772,moderate 9871,Uganda,2025,urban,Justice,Executive,50.57,410973,0.2469,309483,0.2937,90890,15,0.5023,0.8117,974.89,0.0497,0.5063,0.3909,0.5107,moderate 9872,Ethiopia,2024,rural,Health,Mid_Level,126.0,1364983,0.4077,808455,0.175,141493,7,0.4739,0.668,115.84,0.0481,0.2945,0.2357,0.3625,low 9873,Ghana,2021,capital,Security,Mid_Level,31.94,863201,0.1406,741870,0.4777,354398,17,0.6329,0.6843,221.2,0.0564,0.5537,0.4269,0.5775,moderate 9874,Ethiopia,2018,capital,Health,Mid_Level,108.65,1232243,0.3346,819944,0.2613,214233,7,0.452,0.6335,134.11,0.0589,0.2572,0.1768,0.3876,low 9875,Kenya,2020,rural,Health,Junior,50.61,1797497,0.1857,1463620,0.2819,412545,25,0.6392,0.8319,350.88,0.0917,0.6003,0.6128,0.5826,moderate 9876,Mozambique,2025,urban,Security,Executive,33.89,299144,0.2758,216642,0.1903,41236,9,0.5101,0.6333,613.49,0.0501,0.3323,0.194,0.3988,low 9877,DRC,2018,urban,Health,Junior,86.92,564804,0.4159,329902,0.1476,48706,9,0.5609,0.5861,117.49,0.0671,0.3128,0.1666,0.3413,critical 9878,Tanzania,2023,capital,Administration,Senior,65.05,1071078,0.208,848272,0.3613,306512,19,0.6307,0.6817,279.86,0.0653,0.4432,0.4297,0.5254,moderate 9879,Kenya,2021,capital,Health,Junior,51.68,1580300,0.1171,1395283,0.4877,680412,43,0.7679,0.7902,357.35,0.0681,0.7979,0.5851,0.707,high 9880,DRC,2021,urban,Infrastructure,Junior,95.53,628782,0.3571,404232,0.1631,65913,6,0.566,0.7014,93.69,0.0672,0.2707,0.2022,0.369,low 9881,Uganda,2023,rural,Health,Mid_Level,47.48,405592,0.4044,241581,0.2106,50883,11,0.4915,0.7001,322.92,0.057,0.5403,0.4095,0.4291,low 9882,DRC,2020,capital,Administration,Senior,92.57,627412,0.3152,429626,0.1862,79997,9,0.584,0.6527,133.73,0.0519,0.3372,0.1663,0.3885,low 9883,Botswana,2018,rural,Health,Junior,2.38,97768,0.1814,80035,0.3323,26592,34,0.5761,0.8733,417.12,0.0912,0.6762,0.6451,0.6358,moderate 9884,Ghana,2021,urban,Finance,Junior,31.94,797974,0.1722,660559,0.3523,232696,30,0.5487,0.6845,201.49,0.0596,0.4689,0.4765,0.5672,moderate 9885,Uganda,2025,rural,Security,Senior,50.57,356082,0.4292,203251,0.2099,42657,16,0.6087,0.6969,288.6,0.0664,0.4445,0.4351,0.4277,low 9886,South Africa,2024,capital,Agriculture,Mid_Level,62.0,3563892,0.1598,2994230,0.5846,1750526,45,0.7076,0.8259,514.99,0.0915,0.7721,0.6627,0.7361,high 9887,Senegal,2018,capital,Education,Executive,15.34,288466,0.1653,240769,0.4384,105550,17,0.5412,0.8149,785.46,0.0674,0.5199,0.4579,0.5808,moderate 9888,South Africa,2020,capital,Agriculture,Mid_Level,60.06,2839710,0.1361,2453276,0.5308,1302183,41,0.643,0.8658,519.75,0.0664,0.659,0.6209,0.709,high 9889,Tanzania,2022,rural,Social_Services,Senior,63.15,1165936,0.2721,848658,0.2452,208093,14,0.4978,0.6891,478.94,0.0688,0.5223,0.347,0.4686,low 9890,Rwanda,2018,urban,Security,Mid_Level,12.14,370413,0.0878,337872,0.4555,153909,40,0.6251,0.9221,464.37,0.0933,0.654,0.589,0.7045,high 9891,Rwanda,2024,capital,Education,Mid_Level,14.0,383907,0.1087,342178,0.5334,182529,44,0.6697,0.8742,562.4,0.068,0.6432,0.775,0.7391,high 9892,Nigeria,2019,capital,Education,Senior,203.29,3579545,0.1874,2908596,0.3133,911230,16,0.6429,0.753,477.62,0.0681,0.5728,0.3656,0.5283,moderate 9893,Senegal,2022,urban,Infrastructure,Junior,17.07,387713,0.1753,319755,0.3934,125797,25,0.5767,0.7161,262.0,0.0705,0.4374,0.3794,0.5561,moderate 9894,Senegal,2022,capital,Security,Senior,17.07,383212,0.1224,336290,0.4229,142228,16,0.6468,0.7551,375.65,0.0562,0.5071,0.4603,0.5751,moderate 9895,Nigeria,2021,urban,Administration,Junior,213.58,4099354,0.186,3336811,0.3008,1003716,16,0.6182,0.8215,189.28,0.0553,0.4462,0.4357,0.5301,moderate 9896,Ghana,2021,urban,Social_Services,Mid_Level,31.94,797643,0.1529,675644,0.3701,250045,18,0.532,0.8124,220.17,0.0628,0.5413,0.3742,0.5627,moderate 9897,Uganda,2019,capital,Infrastructure,Junior,41.86,296611,0.2844,212259,0.3056,64858,12,0.5102,0.8244,254.01,0.0508,0.4561,0.4419,0.4987,low 9898,Mozambique,2023,rural,Education,Mid_Level,32.13,295952,0.3641,188210,0.1611,30323,10,0.5399,0.6067,84.85,0.058,0.269,0.2226,0.3644,low 9899,DRC,2018,remote,Security,Junior,86.92,490389,0.5328,229114,0.1034,23687,7,0.4652,0.6863,102.88,0.0534,0.2653,0.2277,0.3124,critical 9900,Senegal,2021,remote,Education,Junior,16.62,339059,0.2325,260229,0.182,47370,25,0.6574,0.7772,293.34,0.0587,0.4554,0.3747,0.4995,low 9901,South Africa,2022,remote,Education,Mid_Level,61.02,3663963,0.2489,2751843,0.2337,643073,38,0.5695,0.8611,529.83,0.0923,0.6341,0.7326,0.607,moderate 9902,Mozambique,2020,rural,Education,Executive,29.66,313602,0.4578,170020,0.1579,26853,13,0.6104,0.6567,417.99,0.0631,0.2663,0.1895,0.3516,low 9903,Rwanda,2024,urban,Social_Services,Director,14.0,369629,0.1039,331231,0.4377,144987,55,0.6852,0.8613,1481.36,0.082,0.69,0.5673,0.7259,high 9904,Botswana,2023,capital,Security,Mid_Level,2.56,130908,0.094,118601,0.5396,63996,43,0.6777,0.7961,480.6,0.0935,0.7721,0.5735,0.7229,high 9905,Ghana,2020,capital,Health,Junior,31.29,707448,0.1758,583089,0.4641,270625,28,0.6016,0.7647,320.99,0.0586,0.4614,0.3243,0.5854,moderate 9906,Senegal,2020,capital,Education,Director,16.18,377862,0.1371,326038,0.3481,113503,20,0.6642,0.8209,597.42,0.0667,0.4458,0.4121,0.5617,moderate 9907,Uganda,2019,capital,Agriculture,Junior,41.86,364817,0.2318,280237,0.2552,71516,13,0.6074,0.7668,227.24,0.0544,0.52,0.3568,0.491,low 9908,Tanzania,2023,capital,Administration,Junior,65.05,1159903,0.1912,938177,0.3553,333301,16,0.5723,0.7491,304.43,0.049,0.5389,0.3812,0.5354,moderate 9909,Ethiopia,2023,remote,ICT,Junior,122.93,1259932,0.4256,723659,0.1233,89253,9,0.5811,0.6976,96.64,0.0504,0.3271,0.2256,0.3568,low 9910,Rwanda,2020,capital,Health,Mid_Level,12.73,397056,0.0996,357513,0.4967,177577,37,0.6544,0.8266,562.66,0.0956,0.7215,0.6509,0.703,high 9911,Tanzania,2020,capital,Health,Junior,59.53,1116622,0.2033,889606,0.3101,275870,16,0.6158,0.8058,252.06,0.0596,0.4441,0.451,0.5271,moderate 9912,Botswana,2020,urban,Justice,Senior,2.45,109666,0.1116,97426,0.4882,47560,36,0.6474,0.8491,868.7,0.0761,0.7192,0.6059,0.694,high 9913,Ethiopia,2021,rural,Security,Mid_Level,117.0,1456426,0.4854,749476,0.1384,103723,7,0.5584,0.6135,141.61,0.0645,0.2992,0.1932,0.322,critical 9914,Ghana,2019,urban,Education,Junior,30.64,713994,0.2139,561245,0.3999,224455,27,0.5309,0.7672,267.2,0.0566,0.5258,0.3262,0.5643,moderate 9915,Kenya,2024,urban,Education,Mid_Level,55.0,1833807,0.1341,1587965,0.5025,797876,31,0.61,0.7885,635.37,0.0863,0.6879,0.6641,0.6731,high 9916,Rwanda,2023,urban,Administration,Junior,13.67,447219,0.0986,403124,0.3939,158802,58,0.6418,0.8331,622.91,0.0886,0.6961,0.613,0.7247,high 9917,Senegal,2019,capital,Education,Mid_Level,15.76,318000,0.133,275714,0.3961,109223,21,0.6653,0.6894,254.72,0.0593,0.5435,0.4671,0.5728,moderate 9918,Tanzania,2020,rural,Administration,Mid_Level,59.53,1159790,0.2216,902778,0.2491,224919,22,0.6464,0.6926,175.38,0.0563,0.4667,0.4118,0.5036,moderate 9919,Uganda,2018,urban,Administration,Mid_Level,40.56,280057,0.2688,204780,0.289,59172,13,0.6215,0.8177,281.17,0.0612,0.4829,0.3985,0.4983,low 9920,DRC,2020,rural,Education,Junior,92.57,634913,0.4347,358901,0.1232,44233,8,0.5451,0.6777,102.53,0.0693,0.291,0.2052,0.3434,critical 9921,Kenya,2019,urban,Security,Mid_Level,49.57,1706056,0.1153,1509302,0.4005,604413,44,0.7355,0.8376,620.3,0.0701,0.6115,0.7797,0.696,high 9922,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,870296,0.2974,611469,0.2076,126919,25,0.5492,0.7386,282.74,0.0594,0.5228,0.476,0.5007,moderate 9923,Uganda,2023,urban,Administration,Senior,47.48,369170,0.2919,261413,0.2758,72085,16,0.5865,0.7535,359.42,0.0552,0.4697,0.4663,0.4926,low 9924,Uganda,2020,urban,Health,Senior,43.2,394931,0.2495,296387,0.2956,87614,17,0.6191,0.7936,349.21,0.0533,0.5054,0.4585,0.5195,moderate 9925,Botswana,2022,remote,Health,Junior,2.52,126119,0.2496,94644,0.2991,28308,46,0.6831,0.7808,572.92,0.0665,0.6569,0.53,0.6132,moderate 9926,South Africa,2025,urban,Security,Junior,62.5,3299290,0.2029,2629991,0.543,1427977,31,0.5643,0.8924,358.01,0.076,0.7569,0.5383,0.6759,high 9927,Botswana,2020,remote,Health,Junior,2.45,97942,0.1796,80347,0.2608,20955,56,0.7673,0.9081,355.68,0.0687,0.7739,0.5734,0.6812,high 9928,Botswana,2018,urban,Education,Mid_Level,2.38,104822,0.1138,92889,0.5247,48738,44,0.6441,0.8884,454.72,0.0778,0.651,0.6411,0.7252,high 9929,Nigeria,2020,urban,Education,Mid_Level,208.37,4640957,0.2506,3478035,0.3467,1206007,22,0.5698,0.8238,224.09,0.0501,0.548,0.4394,0.5514,moderate 9930,Senegal,2018,urban,Health,Senior,15.34,301593,0.1444,258052,0.3722,96037,24,0.564,0.7684,269.2,0.0719,0.4647,0.4503,0.5737,moderate 9931,Ghana,2020,capital,Health,Executive,31.29,703759,0.1616,590054,0.4252,250896,26,0.6163,0.7914,738.21,0.061,0.4925,0.3426,0.5831,moderate 9932,DRC,2025,capital,Security,Junior,108.36,698904,0.3717,439137,0.1594,69993,9,0.511,0.6025,126.5,0.0693,0.3054,0.2128,0.3616,low 9933,South Africa,2020,capital,Health,Mid_Level,60.06,3477386,0.1795,2853134,0.5477,1562801,29,0.5369,0.8345,519.92,0.0721,0.6873,0.7529,0.6838,high 9934,Senegal,2024,remote,Security,Junior,18.0,382724,0.2629,282087,0.1877,52958,18,0.5836,0.6906,291.53,0.0537,0.4488,0.389,0.4636,low 9935,Kenya,2018,urban,Security,Junior,48.55,1461608,0.1211,1284540,0.4647,596881,28,0.5283,0.8989,468.95,0.0856,0.7807,0.6233,0.6811,high 9936,Kenya,2021,remote,Agriculture,Junior,51.68,1899097,0.1925,1533511,0.227,348097,28,0.6707,0.8798,563.52,0.0673,0.7366,0.601,0.5943,moderate 9937,Nigeria,2024,urban,ICT,Junior,230.0,4232323,0.2087,3349123,0.3709,1242192,25,0.6432,0.8036,175.01,0.0663,0.4697,0.3496,0.5555,moderate 9938,Botswana,2020,urban,Education,Senior,2.45,103671,0.1389,89274,0.6066,54150,55,0.7409,0.9217,880.54,0.0667,0.7875,0.5213,0.7736,high 9939,Senegal,2018,rural,Security,Director,15.34,317743,0.2347,243156,0.2275,55307,18,0.5288,0.8153,729.06,0.0686,0.4849,0.4381,0.5078,moderate 9940,Mozambique,2025,urban,Health,Director,33.89,342832,0.3104,236415,0.1845,43624,14,0.6242,0.6651,355.43,0.0664,0.3406,0.1646,0.4038,low 9941,Mozambique,2018,rural,Justice,Junior,28.12,302459,0.3163,206803,0.1346,27841,13,0.5574,0.6457,120.66,0.0576,0.2643,0.1801,0.3784,low 9942,Mozambique,2021,rural,Health,Junior,30.47,334092,0.3792,207418,0.1444,29951,15,0.4913,0.6471,108.13,0.0684,0.2689,0.2363,0.3764,low 9943,DRC,2025,urban,Health,Senior,108.36,588334,0.4086,347939,0.1869,65038,7,0.4659,0.6592,170.93,0.061,0.3015,0.2175,0.3629,low 9944,Ghana,2019,remote,Education,Director,30.64,770883,0.3123,530162,0.1973,104600,25,0.6793,0.7009,628.57,0.0632,0.4912,0.3405,0.4721,low 9945,South Africa,2021,rural,Infrastructure,Director,60.54,3688282,0.2217,2870760,0.3892,1117261,48,0.7734,0.7821,1249.45,0.0681,0.6987,0.7456,0.6736,high 9946,Mozambique,2021,rural,Health,Junior,30.47,278820,0.3584,178879,0.1559,27879,11,0.5708,0.6003,116.57,0.0491,0.2845,0.1605,0.3614,low 9947,Senegal,2018,capital,Justice,Junior,15.34,375757,0.1204,330530,0.4107,135750,20,0.568,0.7481,240.26,0.0676,0.4704,0.3661,0.5684,moderate 9948,Nigeria,2024,rural,Security,Junior,230.0,4442646,0.347,2901202,0.2488,721882,19,0.6386,0.7679,319.47,0.0601,0.4442,0.3882,0.4714,low 9949,Botswana,2022,remote,Education,Junior,2.52,122106,0.2203,95211,0.2966,28243,40,0.5993,0.7779,478.92,0.0705,0.7582,0.576,0.6192,moderate 9950,Rwanda,2019,urban,Security,Junior,12.43,409731,0.0932,371539,0.4129,153403,45,0.6108,0.8743,424.44,0.064,0.749,0.7367,0.7221,high 9951,Ethiopia,2024,capital,Education,Executive,126.0,1608363,0.3196,1094295,0.2263,247675,7,0.4524,0.6975,504.19,0.0678,0.3264,0.2038,0.4018,low 9952,DRC,2023,remote,Administration,Junior,101.74,641663,0.6,256665,0.1,25666,9,0.4763,0.6974,103.18,0.0575,0.3112,0.1795,0.3012,critical 9953,Ghana,2022,remote,Infrastructure,Junior,32.62,918889,0.3242,620958,0.2236,138853,21,0.5741,0.7027,243.48,0.049,0.4814,0.4016,0.471,low 9954,Senegal,2018,urban,Infrastructure,Junior,15.34,352745,0.1361,304741,0.3745,114138,15,0.5149,0.7231,187.16,0.0514,0.4767,0.391,0.5423,moderate 9955,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,879838,0.3158,601974,0.2308,138918,28,0.6841,0.7887,175.87,0.0524,0.5511,0.4567,0.5178,moderate 9956,Ghana,2021,capital,Health,Director,31.94,834365,0.1788,685163,0.4458,305457,18,0.5108,0.8037,666.94,0.0501,0.5143,0.3438,0.5681,moderate 9957,Tanzania,2025,rural,Education,Junior,69.01,1389126,0.2837,995044,0.2308,229624,17,0.5784,0.8151,309.23,0.0527,0.4913,0.3967,0.4903,low 9958,Ghana,2023,capital,Education,Junior,33.3,724708,0.1667,603897,0.402,242786,32,0.6255,0.7406,278.5,0.0692,0.506,0.3901,0.5895,moderate 9959,Senegal,2024,urban,Finance,Junior,18.0,428113,0.134,370767,0.3052,113153,19,0.494,0.7011,233.71,0.0507,0.5466,0.4798,0.5481,moderate 9960,Ethiopia,2019,rural,Justice,Mid_Level,111.37,1458098,0.4225,842033,0.164,138102,7,0.5494,0.6026,112.78,0.0484,0.2953,0.201,0.3429,critical 9961,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,395874,0.1417,339767,0.3734,126870,38,0.6214,0.852,534.18,0.0793,0.7449,0.7769,0.6829,high 9962,DRC,2024,remote,Health,Junior,105.0,680473,0.6,272189,0.1,27218,5,0.4999,0.6572,92.92,0.0645,0.298,0.2322,0.2891,critical 9963,Mozambique,2018,rural,Security,Junior,28.12,252070,0.4422,140602,0.1384,19452,8,0.5976,0.631,108.72,0.0552,0.3273,0.2069,0.3421,critical 9964,Kenya,2025,remote,Administration,Junior,56.15,2130041,0.2638,1568141,0.2308,361863,27,0.6075,0.9281,634.5,0.0843,0.6958,0.6048,0.5785,moderate 9965,Ethiopia,2019,rural,Finance,Junior,111.37,1411267,0.4942,713799,0.1527,109002,11,0.5006,0.5918,120.44,0.0649,0.2571,0.237,0.3303,critical 9966,Nigeria,2023,urban,ICT,Junior,224.39,4373553,0.1942,3524244,0.3432,1209350,20,0.5524,0.7196,289.02,0.0534,0.4582,0.3586,0.5269,moderate 9967,DRC,2023,urban,Social_Services,Senior,101.74,680837,0.3013,475716,0.1655,78708,8,0.4725,0.6133,173.32,0.0644,0.3277,0.181,0.3789,low 9968,DRC,2020,rural,Administration,Senior,92.57,624954,0.5146,303339,0.1232,37371,8,0.5964,0.6362,137.82,0.0595,0.345,0.2197,0.324,critical 9969,Kenya,2023,urban,Health,Junior,53.87,1739358,0.1368,1501454,0.4417,663168,30,0.6305,0.8493,627.31,0.0882,0.6232,0.7769,0.6686,high 9970,Mozambique,2022,remote,Administration,Director,31.29,316061,0.5342,147224,0.1204,17727,14,0.5929,0.7021,315.47,0.0595,0.2864,0.1877,0.3343,critical 9971,Uganda,2019,rural,Security,Junior,41.86,350620,0.3842,215918,0.1783,38501,17,0.6074,0.7252,233.23,0.0627,0.5013,0.3727,0.4372,low 9972,Rwanda,2023,rural,Health,Senior,13.67,445805,0.1265,389429,0.2973,115758,42,0.7506,0.7824,888.63,0.0891,0.7298,0.5508,0.6431,moderate 9973,Uganda,2023,capital,Infrastructure,Director,47.48,334354,0.2646,245898,0.3438,84531,15,0.6179,0.7256,514.15,0.0596,0.5447,0.4243,0.513,moderate 9974,Nigeria,2022,capital,Justice,Junior,218.92,4363174,0.2103,3445746,0.352,1212825,16,0.6099,0.739,275.94,0.0707,0.5319,0.3944,0.5289,moderate 9975,Ghana,2022,urban,Security,Junior,32.62,846857,0.1869,688570,0.3835,264038,32,0.6914,0.7261,208.81,0.0702,0.447,0.3636,0.5691,moderate 9976,Botswana,2025,urban,Administration,Mid_Level,2.64,121673,0.1071,108642,0.4534,49256,37,0.6831,0.9274,608.38,0.0693,0.704,0.7202,0.7106,high 9977,Ghana,2021,capital,Agriculture,Director,31.94,763917,0.1683,635339,0.4372,277774,23,0.613,0.7995,548.42,0.0596,0.4409,0.4331,0.582,moderate 9978,Senegal,2020,rural,Finance,Mid_Level,16.18,332540,0.2538,248129,0.2715,67368,24,0.5846,0.6907,201.12,0.0547,0.4343,0.4229,0.5038,moderate 9979,Senegal,2018,urban,Social_Services,Junior,15.34,377324,0.1554,318694,0.3679,117253,23,0.5716,0.7403,199.28,0.0715,0.4625,0.3847,0.5564,moderate 9980,Ethiopia,2019,capital,Health,Junior,111.37,1148960,0.2775,830080,0.2521,209299,8,0.4638,0.6587,137.75,0.0615,0.2589,0.2265,0.411,low 9981,Senegal,2021,capital,Social_Services,Senior,16.62,383713,0.1715,317923,0.3778,120118,27,0.554,0.7725,340.16,0.0481,0.4903,0.3935,0.5733,moderate 9982,Mozambique,2018,remote,Security,Junior,28.12,244911,0.3874,150025,0.1,15002,9,0.4998,0.6238,118.3,0.0597,0.339,0.1723,0.3453,critical 9983,Uganda,2024,rural,Agriculture,Director,49.0,448881,0.4107,264534,0.2053,54317,13,0.6127,0.6993,562.64,0.0696,0.4274,0.3397,0.4128,low 9984,Tanzania,2019,remote,Security,Mid_Level,57.79,1142517,0.3856,701980,0.1656,116236,15,0.4792,0.7075,180.28,0.0674,0.4393,0.4686,0.4294,low 9985,Mozambique,2021,urban,Education,Director,30.47,288836,0.2425,218789,0.1731,37874,13,0.5873,0.5914,338.69,0.0613,0.3109,0.186,0.4035,low 9986,Uganda,2023,capital,Education,Mid_Level,47.48,405402,0.2072,321384,0.3173,101972,15,0.5054,0.8007,209.55,0.0596,0.5049,0.3691,0.5225,moderate 9987,Ghana,2025,capital,Health,Director,34.71,937277,0.1584,788814,0.4426,349133,26,0.5198,0.7493,569.33,0.0572,0.5148,0.3502,0.5849,moderate 9988,Tanzania,2020,capital,Health,Mid_Level,59.53,1018391,0.1528,862786,0.3233,278915,19,0.545,0.7371,301.63,0.0701,0.5421,0.4136,0.5463,moderate 9989,Kenya,2020,remote,Administration,Mid_Level,50.61,1757808,0.1931,1418446,0.2239,317601,27,0.5188,0.7954,429.66,0.0667,0.628,0.7033,0.5777,moderate 9990,Kenya,2023,urban,Infrastructure,Junior,53.87,1705095,0.1158,1507720,0.452,681448,27,0.6207,0.8771,497.03,0.0678,0.5984,0.7398,0.6669,high 9991,South Africa,2023,rural,Education,Mid_Level,61.51,3139430,0.2262,2429186,0.36,874402,38,0.6013,0.8133,388.66,0.0815,0.8008,0.628,0.6433,moderate 9992,Ethiopia,2023,urban,Administration,Junior,122.93,1404785,0.288,1000264,0.2043,204362,7,0.5995,0.6378,141.06,0.0667,0.2815,0.1743,0.3878,low 9993,Botswana,2018,rural,Security,Mid_Level,2.38,95774,0.1429,82084,0.4141,33990,46,0.709,0.8396,592.04,0.0849,0.7384,0.7135,0.7039,high 9994,Ghana,2023,capital,ICT,Junior,33.3,894883,0.1612,750609,0.4308,323349,26,0.5564,0.8171,311.53,0.0715,0.5043,0.4769,0.6031,moderate 9995,South Africa,2022,capital,Justice,Senior,61.02,3270087,0.1417,2806865,0.5687,1596173,44,0.6126,0.9088,740.42,0.0749,0.6327,0.6538,0.7317,high 9996,Nigeria,2025,capital,Education,Junior,235.75,5203090,0.2327,3992208,0.3563,1422363,21,0.5399,0.8033,278.02,0.0659,0.4841,0.4758,0.5499,moderate 9997,Senegal,2021,rural,Health,Senior,16.62,315496,0.2464,237754,0.2373,56411,15,0.6188,0.8115,441.36,0.0686,0.5388,0.3895,0.4998,low 9998,Senegal,2025,rural,Education,Junior,18.49,393218,0.2352,300724,0.2682,80660,17,0.511,0.8248,188.94,0.0483,0.5065,0.3551,0.5106,moderate 9999,Nigeria,2025,rural,Security,Junior,235.75,4476780,0.3322,2989684,0.2266,677408,21,0.5076,0.7688,268.59,0.0608,0.5018,0.33,0.4746,low 10000,Tanzania,2020,rural,Health,Senior,59.53,951073,0.2203,741541,0.2204,163431,22,0.5107,0.7525,448.22,0.0521,0.4629,0.426,0.5068,moderate