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,55.0,1690637,0.241,1283150,0.3321,426171,20,0.5153,0.8416,461.24,0.0937,0.5111,0.7339,0.5735,moderate 2,Rwanda,2021,capital,Infrastructure,Junior,13.04,429601,0.1516,364480,0.3801,138544,22,0.671,0.9168,583.52,0.0702,0.4851,0.5314,0.6013,moderate 3,Rwanda,2019,rural,Justice,Director,12.43,353542,0.2048,281133,0.2331,65518,20,0.5156,0.8459,1045.18,0.0854,0.4808,0.7365,0.5557,moderate 4,Ethiopia,2023,urban,Social_Services,Senior,122.93,1425327,0.4325,808881,0.1624,131387,3,0.4659,0.586,210.99,0.064,0.2229,0.2225,0.3224,critical 5,Rwanda,2021,urban,Health,Junior,13.04,410917,0.1601,345118,0.3297,113795,28,0.6367,0.8591,517.76,0.0737,0.421,0.6335,0.5967,moderate 6,Botswana,2019,urban,Social_Services,Junior,2.41,94215,0.1725,77965,0.3467,27031,24,0.6062,0.8983,549.29,0.077,0.5362,0.5634,0.5983,moderate 7,Tanzania,2018,capital,Security,Mid_Level,56.11,907370,0.2641,667724,0.2107,140667,10,0.5313,0.7322,220.23,0.0631,0.3355,0.334,0.4384,low 8,Tanzania,2018,remote,Administration,Mid_Level,56.11,939064,0.5879,386991,0.1274,49315,10,0.5318,0.7158,189.46,0.0697,0.3454,0.3524,0.337,critical 9,Senegal,2020,rural,Health,Senior,16.18,383577,0.3524,248388,0.1755,43604,11,0.5577,0.7725,281.5,0.058,0.3019,0.399,0.4192,low 10,Nigeria,2020,capital,Health,Mid_Level,208.37,3755544,0.351,2437293,0.2581,629134,9,0.5506,0.6784,318.78,0.0596,0.3797,0.3332,0.4223,low 11,Ghana,2021,urban,Administration,Mid_Level,31.94,792271,0.2448,598296,0.2559,153093,12,0.538,0.6782,298.94,0.0695,0.3122,0.4086,0.4566,low 12,Ghana,2018,rural,Education,Mid_Level,30.01,801448,0.3987,481922,0.1729,83341,15,0.5147,0.6806,258.23,0.0569,0.3846,0.4493,0.4165,low 13,Botswana,2020,remote,Education,Mid_Level,2.45,102165,0.3699,64369,0.1813,11671,16,0.553,0.9337,617.5,0.088,0.5474,0.7523,0.5129,moderate 14,Kenya,2022,urban,Justice,Mid_Level,52.76,1776635,0.1697,1475225,0.3308,488009,15,0.6334,0.806,386.83,0.0906,0.439,0.5666,0.5492,moderate 15,Tanzania,2022,remote,Education,Junior,63.15,1231374,0.5884,506806,0.1176,59613,7,0.451,0.7094,194.77,0.0643,0.3103,0.401,0.3273,critical 16,Botswana,2023,urban,Education,Senior,2.56,122719,0.2071,97307,0.3287,31984,17,0.6409,0.8326,660.43,0.0796,0.5139,0.7685,0.576,moderate 17,Rwanda,2020,remote,Health,Mid_Level,12.73,397340,0.2274,306970,0.1574,48306,23,0.6748,0.8663,629.91,0.0897,0.4852,0.724,0.5409,moderate 18,Mozambique,2018,capital,Social_Services,Senior,28.12,258690,0.3887,158130,0.156,24669,7,0.5443,0.6386,166.41,0.0582,0.2196,0.2294,0.35,low 19,Ghana,2021,capital,Education,Mid_Level,31.94,874468,0.2021,697732,0.2558,178459,13,0.4934,0.7987,221.55,0.0515,0.3942,0.3465,0.4898,low 20,Kenya,2020,capital,Health,Junior,50.61,1535167,0.1566,1294799,0.291,376761,18,0.603,0.8319,445.4,0.0801,0.5451,0.7413,0.582,moderate 21,Rwanda,2018,capital,Education,Junior,12.14,372076,0.1392,320291,0.3051,97718,23,0.5962,0.7823,600.04,0.0657,0.5525,0.5458,0.5761,moderate 22,Mozambique,2024,remote,ICT,Senior,33.0,357668,0.6,143067,0.1,14306,4,0.5216,0.6518,218.62,0.0591,0.2028,0.2112,0.2742,critical 23,Nigeria,2020,capital,Finance,Junior,208.37,3833028,0.2841,2744059,0.2419,663785,8,0.5128,0.7779,219.53,0.0708,0.3937,0.3969,0.4552,low 24,DRC,2020,rural,Social_Services,Mid_Level,92.57,606139,0.6,242455,0.1,24245,3,0.5481,0.6113,134.03,0.0687,0.1868,0.2092,0.2638,critical 25,Ethiopia,2018,rural,Health,Director,108.65,1161969,0.6,464787,0.1221,56755,5,0.5641,0.6884,380.28,0.0541,0.2157,0.1676,0.2846,critical 26,Rwanda,2022,capital,Agriculture,Mid_Level,13.35,396455,0.1453,338848,0.3807,129010,29,0.6145,0.8669,629.37,0.0678,0.4337,0.5428,0.609,moderate 27,Uganda,2023,urban,Justice,Mid_Level,47.48,360887,0.4695,191437,0.2077,39754,6,0.5027,0.7222,198.64,0.0515,0.3958,0.3901,0.3864,low 28,Senegal,2021,rural,Infrastructure,Director,16.62,396323,0.3213,268973,0.1726,46412,14,0.5923,0.8177,481.93,0.0684,0.3644,0.3395,0.4408,low 29,Uganda,2022,rural,Health,Mid_Level,46.01,403997,0.4958,203696,0.1383,28162,7,0.4966,0.8128,292.19,0.0507,0.4022,0.4607,0.3863,low 30,Senegal,2020,rural,Health,Executive,16.18,373663,0.3435,245326,0.1572,38560,13,0.474,0.7111,785.81,0.0666,0.3183,0.4657,0.421,low 31,Ghana,2023,capital,Health,Junior,33.3,858972,0.2689,627958,0.2709,170139,15,0.4856,0.7951,314.17,0.0665,0.3708,0.4541,0.4898,low 32,Uganda,2018,capital,Health,Mid_Level,40.56,348363,0.3787,216430,0.2321,50238,5,0.5566,0.704,215.61,0.065,0.4004,0.4178,0.4133,low 33,Rwanda,2018,urban,Health,Senior,12.14,387196,0.1408,332671,0.2838,94408,20,0.6635,0.843,877.84,0.0844,0.5006,0.5577,0.568,moderate 34,Nigeria,2025,urban,Agriculture,Mid_Level,235.75,4926090,0.397,2970529,0.2066,613820,10,0.5245,0.7461,192.88,0.0512,0.3267,0.3688,0.4089,low 35,Ethiopia,2021,rural,Security,Junior,117.0,1365620,0.5588,602453,0.115,69262,4,0.4442,0.6394,118.14,0.0534,0.2146,0.2053,0.2869,critical 36,Ethiopia,2023,rural,Security,Junior,122.93,1602321,0.6,640928,0.1097,70307,5,0.4983,0.6517,137.04,0.0693,0.2365,0.2003,0.2814,critical 37,Senegal,2022,rural,Education,Senior,17.07,374792,0.2742,272018,0.1562,42487,13,0.4784,0.7171,337.68,0.0522,0.3305,0.4388,0.4375,low 38,Mozambique,2018,remote,Social_Services,Junior,28.12,252022,0.6,100808,0.1,10080,5,0.5915,0.7144,139.59,0.0555,0.2218,0.2164,0.2885,critical 39,DRC,2021,rural,Health,Junior,95.53,577507,0.6,231002,0.1,23100,4,0.5917,0.6573,144.41,0.0718,0.1874,0.1959,0.2719,critical 40,Mozambique,2021,capital,Justice,Junior,30.47,301847,0.3303,202133,0.1367,27637,7,0.4559,0.6153,105.03,0.0598,0.2154,0.1995,0.3529,low 41,South Africa,2018,capital,Social_Services,Mid_Level,59.11,3272762,0.2435,2475770,0.4078,1009651,14,0.5338,0.8567,451.54,0.091,0.4874,0.7198,0.5753,moderate 42,Senegal,2024,urban,Administration,Mid_Level,18.0,437612,0.2275,338052,0.2463,83266,11,0.4795,0.7348,312.6,0.0631,0.3161,0.3742,0.4615,low 43,Ghana,2019,capital,Administration,Junior,30.64,721873,0.2495,541799,0.2505,135745,10,0.5729,0.7701,322.27,0.0629,0.3476,0.4418,0.4697,low 44,Ethiopia,2025,rural,ICT,Senior,129.15,1720340,0.5328,803821,0.1198,96305,4,0.5242,0.67,230.74,0.0716,0.1967,0.2187,0.2988,critical 45,Botswana,2023,urban,Health,Junior,2.56,124861,0.1882,101359,0.4234,42919,22,0.6723,0.835,588.1,0.0667,0.4982,0.7285,0.6117,moderate 46,Ghana,2025,rural,Health,Junior,34.71,750351,0.3037,522441,0.2063,107783,14,0.6017,0.8048,285.91,0.0672,0.3026,0.3575,0.4474,low 47,Kenya,2022,rural,Health,Mid_Level,52.76,1944842,0.2192,1518537,0.2174,330086,21,0.6141,0.8054,605.83,0.0751,0.5419,0.5977,0.5368,moderate 48,Senegal,2022,urban,Education,Senior,17.07,340263,0.2026,271310,0.2347,63680,12,0.5985,0.8248,329.18,0.0578,0.3119,0.412,0.4841,low 49,Nigeria,2025,rural,Agriculture,Junior,235.75,5302440,0.4494,2919284,0.1496,436643,9,0.4664,0.7053,177.65,0.0589,0.3641,0.3749,0.3772,low 50,Uganda,2021,remote,Justice,Mid_Level,44.58,333600,0.6,133440,0.1,13344,6,0.5883,0.7544,286.35,0.0622,0.3661,0.3679,0.3266,critical 51,Mozambique,2019,urban,Health,Senior,28.88,270060,0.4426,150524,0.1507,22690,7,0.5182,0.6469,233.43,0.0642,0.2298,0.2322,0.3378,critical 52,Ghana,2024,capital,Agriculture,Junior,34.0,888995,0.2837,636775,0.2951,187926,11,0.4682,0.819,190.45,0.049,0.3233,0.3305,0.4686,low 53,Botswana,2021,urban,Education,Junior,2.49,98851,0.1803,81031,0.3209,26000,25,0.5473,0.8164,468.24,0.0773,0.4167,0.5491,0.5667,moderate 54,Tanzania,2024,capital,Infrastructure,Mid_Level,67.0,1145613,0.2567,851479,0.255,217125,10,0.5012,0.7234,211.37,0.0595,0.3692,0.3565,0.4556,low 55,Senegal,2020,remote,Health,Mid_Level,16.18,378562,0.3484,246681,0.1162,28652,8,0.5988,0.6764,203.25,0.0488,0.3091,0.4192,0.3862,low 56,Uganda,2019,rural,Agriculture,Senior,41.86,285123,0.6,114049,0.145,16537,5,0.5626,0.8033,319.71,0.0701,0.3452,0.4165,0.3454,critical 57,Mozambique,2025,urban,Social_Services,Junior,33.89,369331,0.4494,203351,0.1268,25786,5,0.4916,0.5952,86.15,0.0563,0.1797,0.1732,0.3064,critical 58,Ethiopia,2023,rural,Security,Junior,122.93,1647719,0.6,659087,0.1,65908,3,0.5417,0.6075,120.53,0.0718,0.1788,0.1613,0.2576,critical 59,Rwanda,2025,urban,Health,Senior,14.34,479158,0.1643,400410,0.3352,134223,21,0.5053,0.8661,657.64,0.0852,0.5394,0.5247,0.5815,moderate 60,South Africa,2022,capital,Administration,Junior,61.02,3341519,0.2329,2563336,0.3662,938758,22,0.6278,0.8614,577.53,0.0955,0.4781,0.6538,0.5807,moderate 61,Botswana,2018,rural,Infrastructure,Junior,2.38,93970,0.2913,66598,0.2603,17337,24,0.5333,0.9285,403.53,0.0704,0.5428,0.7573,0.5715,moderate 62,Nigeria,2019,urban,Security,Senior,203.29,3918208,0.3398,2586810,0.2478,640884,11,0.5902,0.7605,286.04,0.0697,0.3884,0.4477,0.4522,low 63,Rwanda,2018,capital,Justice,Junior,12.14,416665,0.1369,359613,0.376,135218,30,0.6004,0.8193,532.62,0.0826,0.4766,0.6765,0.623,moderate 64,Rwanda,2025,urban,Education,Junior,14.34,416417,0.1381,358911,0.2907,104332,27,0.5787,0.9273,423.08,0.0672,0.5273,0.7491,0.6224,moderate 65,Tanzania,2020,capital,Education,Mid_Level,59.53,1061362,0.2386,808124,0.2031,164135,8,0.6053,0.7729,249.33,0.0507,0.324,0.3672,0.4462,low 66,Ghana,2024,remote,Administration,Executive,34.0,973003,0.5315,455813,0.1281,58397,9,0.5046,0.7579,758.19,0.0683,0.3623,0.4068,0.3622,low 67,Rwanda,2019,capital,Health,Senior,12.43,382460,0.1575,322205,0.3312,106718,23,0.5751,0.8942,872.56,0.0706,0.5549,0.5514,0.5957,moderate 68,Nigeria,2025,capital,Education,Senior,235.75,4261641,0.2896,3027349,0.2482,751416,8,0.5656,0.8027,459.28,0.0561,0.3532,0.3597,0.4513,low 69,Ghana,2019,capital,Administration,Senior,30.64,829854,0.2417,629282,0.2932,184487,12,0.554,0.7402,292.14,0.051,0.3975,0.3971,0.4834,low 70,Mozambique,2025,capital,Infrastructure,Junior,33.89,313815,0.3118,215962,0.1339,28920,7,0.4997,0.6641,117.48,0.0576,0.212,0.175,0.3613,low 71,Mozambique,2025,remote,Justice,Mid_Level,33.89,303616,0.6,121446,0.1,12144,4,0.4916,0.6883,128.84,0.066,0.2285,0.177,0.2788,critical 72,Nigeria,2025,urban,Security,Junior,235.75,5412869,0.3079,3746132,0.2007,751665,9,0.4763,0.6978,269.84,0.0574,0.3943,0.3711,0.4269,low 73,Tanzania,2023,urban,Security,Mid_Level,65.05,1161313,0.3505,754310,0.2054,154955,7,0.5562,0.8019,181.04,0.0588,0.3912,0.4399,0.4346,low 74,Ghana,2025,urban,Security,Junior,34.71,984368,0.2556,732798,0.2888,211620,11,0.5541,0.783,251.34,0.0698,0.3415,0.4235,0.4798,low 75,Tanzania,2020,urban,Finance,Junior,59.53,940273,0.3169,642302,0.2257,144941,9,0.4588,0.724,204.67,0.0667,0.3879,0.3595,0.433,low 76,Mozambique,2023,capital,Education,Junior,32.13,300456,0.4108,177016,0.1698,30059,4,0.5225,0.6762,152.61,0.0626,0.1946,0.21,0.3416,critical 77,South Africa,2020,remote,Education,Mid_Level,60.06,2727659,0.4104,1608199,0.2103,338153,21,0.5742,0.9241,606.2,0.0743,0.4965,0.6474,0.5055,moderate 78,Uganda,2023,urban,Education,Director,47.48,428146,0.4606,230934,0.2201,50832,8,0.5742,0.7894,617.73,0.059,0.3227,0.4232,0.4029,low 79,Ethiopia,2020,urban,Agriculture,Junior,114.15,1254264,0.5322,586701,0.1707,100125,4,0.4398,0.6287,141.42,0.0681,0.1872,0.2219,0.3048,critical 80,Ethiopia,2018,urban,ICT,Junior,108.65,1168444,0.4579,633402,0.1595,101045,6,0.5996,0.5941,93.94,0.067,0.1955,0.2308,0.3221,critical 81,Nigeria,2023,capital,Social_Services,Junior,224.39,4384803,0.3063,3041903,0.2521,766735,11,0.5689,0.8238,324.91,0.0604,0.3075,0.4365,0.4619,low 82,Kenya,2025,urban,Finance,Junior,56.15,1700929,0.2165,1332757,0.2944,392428,20,0.6378,0.9046,475.0,0.0743,0.5266,0.7284,0.5807,moderate 83,Nigeria,2021,remote,Health,Senior,213.58,3753966,0.4845,1935007,0.1273,246286,7,0.4572,0.6751,360.67,0.0666,0.3012,0.4244,0.352,low 84,Senegal,2024,capital,Health,Senior,18.0,434387,0.2194,339097,0.2945,99877,8,0.5152,0.7857,320.43,0.0661,0.3504,0.44,0.4857,low 85,Senegal,2021,urban,Education,Junior,16.62,393163,0.206,312187,0.2158,67368,8,0.4802,0.7985,234.78,0.0718,0.3119,0.4246,0.4659,low 86,Nigeria,2021,urban,Administration,Executive,213.58,4749363,0.296,3343738,0.2117,707706,10,0.5058,0.7852,1039.85,0.0612,0.3845,0.4337,0.4535,low 87,Uganda,2018,capital,Agriculture,Mid_Level,40.56,301149,0.3483,196262,0.2262,44403,8,0.5418,0.7328,215.6,0.0605,0.3305,0.4103,0.4235,low 88,Ethiopia,2023,capital,Health,Junior,122.93,1649707,0.4446,916285,0.1515,138786,6,0.5193,0.6469,151.36,0.0494,0.1921,0.2069,0.3286,critical 89,Uganda,2019,rural,Education,Junior,41.86,305441,0.5233,145600,0.1264,18403,5,0.5762,0.7231,229.11,0.0493,0.335,0.3624,0.3415,critical 90,Botswana,2022,capital,Administration,Director,2.52,99933,0.1416,85780,0.3567,30595,24,0.5284,0.9099,1440.7,0.0902,0.4938,0.7791,0.6275,moderate 91,Uganda,2018,urban,Education,Director,40.56,331977,0.4546,181059,0.1735,31406,9,0.5358,0.7491,801.58,0.0571,0.3392,0.4136,0.3899,low 92,Uganda,2019,urban,Education,Junior,41.86,371662,0.4195,215760,0.1843,39772,7,0.5172,0.77,314.02,0.0704,0.3386,0.3727,0.3953,low 93,Ghana,2021,rural,Finance,Mid_Level,31.94,811656,0.3342,540414,0.1869,101019,11,0.4778,0.6999,283.47,0.0573,0.32,0.41,0.4187,low 94,DRC,2024,urban,Social_Services,Director,105.0,648407,0.5765,274605,0.1,27460,5,0.5032,0.7051,314.22,0.0481,0.1809,0.2144,0.2887,critical 95,Mozambique,2022,capital,Justice,Senior,31.29,312540,0.3787,194168,0.1288,25002,7,0.5012,0.6992,166.29,0.0616,0.1955,0.1728,0.3467,critical 96,Uganda,2024,urban,Infrastructure,Director,49.0,446516,0.4626,239951,0.1745,41861,7,0.5879,0.7312,475.41,0.0675,0.3481,0.4103,0.381,low 97,Ethiopia,2025,rural,Finance,Junior,129.15,1511497,0.5338,704604,0.1219,85893,6,0.4901,0.6245,146.95,0.0486,0.2113,0.1971,0.2965,critical 98,Uganda,2023,capital,Security,Junior,47.48,393372,0.2938,277809,0.2076,57670,7,0.4827,0.6959,203.27,0.0563,0.3077,0.4716,0.4283,low 99,Nigeria,2021,rural,ICT,Junior,213.58,4465916,0.5169,2157691,0.1748,377089,9,0.5249,0.6804,255.19,0.0718,0.3982,0.3265,0.3615,low 100,Nigeria,2023,urban,Administration,Junior,224.39,5074640,0.3831,3130752,0.2045,640217,7,0.581,0.6984,255.23,0.07,0.3571,0.3836,0.4017,low 101,DRC,2021,capital,ICT,Junior,95.53,519777,0.4389,291635,0.1436,41865,3,0.5684,0.677,143.76,0.0714,0.2316,0.2355,0.3319,critical 102,Ethiopia,2019,rural,Infrastructure,Mid_Level,111.37,1496321,0.6,598528,0.1189,71154,4,0.5093,0.6352,110.04,0.0574,0.1842,0.1662,0.27,critical 103,Rwanda,2024,urban,Administration,Mid_Level,14.0,361432,0.1398,310901,0.2949,91671,32,0.575,0.8527,630.85,0.0953,0.4512,0.5328,0.5951,moderate 104,Tanzania,2019,capital,Education,Mid_Level,57.79,1169028,0.2679,855809,0.2441,208894,7,0.5756,0.7677,304.62,0.0708,0.334,0.3345,0.4435,low 105,Uganda,2019,urban,Administration,Junior,41.86,362081,0.4116,213063,0.1742,37111,6,0.5481,0.7759,240.21,0.0535,0.3733,0.347,0.3941,low 106,Senegal,2025,capital,Health,Mid_Level,18.49,409077,0.2167,320426,0.2637,84494,14,0.5537,0.7467,238.26,0.0496,0.3598,0.3565,0.4804,low 107,Senegal,2023,capital,ICT,Mid_Level,17.53,431484,0.2139,339194,0.2333,79149,13,0.5765,0.7923,239.23,0.0633,0.3874,0.421,0.487,low 108,Ghana,2020,rural,Security,Director,31.29,751905,0.3492,489330,0.2144,104889,12,0.5869,0.744,518.31,0.0659,0.3113,0.3518,0.4242,low 109,Tanzania,2023,rural,Administration,Junior,65.05,1034135,0.4682,549913,0.1405,77287,7,0.4949,0.7544,307.42,0.0663,0.3719,0.348,0.3707,low 110,DRC,2020,rural,Health,Junior,92.57,523483,0.6,209393,0.1,20939,4,0.4494,0.6475,140.32,0.066,0.2298,0.1959,0.2747,critical 111,Uganda,2024,capital,Education,Junior,49.0,388176,0.3445,254466,0.1937,49284,8,0.5023,0.7159,194.63,0.0585,0.3293,0.3791,0.4105,low 112,Mozambique,2019,rural,Administration,Mid_Level,28.88,301234,0.6,120493,0.1159,13963,6,0.5853,0.7031,140.98,0.0591,0.1836,0.1613,0.2839,critical 113,Rwanda,2021,urban,Finance,Mid_Level,13.04,397276,0.1838,324251,0.2854,92551,20,0.631,0.9091,648.45,0.0919,0.5473,0.6017,0.5767,moderate 114,Kenya,2021,capital,Agriculture,Director,51.68,1724348,0.1841,1406888,0.3155,443826,14,0.5052,0.7749,1586.97,0.0769,0.5391,0.6971,0.5577,moderate 115,Senegal,2019,capital,Social_Services,Junior,15.76,389586,0.1849,317551,0.2831,89908,13,0.5082,0.7164,319.68,0.0544,0.3426,0.3892,0.4877,low 116,Senegal,2020,rural,Justice,Junior,16.18,391758,0.2868,279396,0.1526,42622,11,0.6246,0.6808,206.2,0.0605,0.3825,0.3342,0.4177,low 117,Kenya,2021,rural,Education,Junior,51.68,1643423,0.2603,1215664,0.2226,270627,21,0.6089,0.8824,644.9,0.0772,0.4758,0.7601,0.549,moderate 118,South Africa,2019,rural,Justice,Junior,59.58,3127562,0.301,2186050,0.2282,498888,19,0.5396,0.9003,622.28,0.0897,0.4556,0.5913,0.519,moderate 119,Kenya,2020,capital,Administration,Junior,50.61,1625136,0.205,1292047,0.3258,420999,12,0.4924,0.8737,584.87,0.0707,0.5514,0.7413,0.5705,moderate 120,Nigeria,2024,capital,Health,Senior,230.0,4332004,0.3143,2970585,0.2717,806969,7,0.5725,0.8158,426.38,0.0586,0.3896,0.4044,0.4586,low 121,Botswana,2023,rural,Justice,Junior,2.56,102055,0.2256,79028,0.269,21261,22,0.6026,0.8322,586.07,0.0932,0.4528,0.7115,0.5571,moderate 122,Ghana,2023,urban,Education,Senior,33.3,947560,0.294,669016,0.3033,202901,16,0.539,0.7707,369.13,0.0717,0.3073,0.386,0.4773,low 123,Ethiopia,2025,urban,Justice,Junior,129.15,1772961,0.545,806720,0.1448,116829,5,0.4945,0.6638,131.41,0.0679,0.18,0.1776,0.2978,critical 124,Botswana,2023,urban,Infrastructure,Junior,2.56,110024,0.2166,86192,0.3176,27373,21,0.662,0.7736,574.91,0.0722,0.5439,0.714,0.5696,moderate 125,Senegal,2025,capital,Infrastructure,Senior,18.49,375665,0.1927,303260,0.2307,69953,14,0.591,0.7703,429.9,0.0608,0.3475,0.3919,0.484,low 126,South Africa,2023,capital,Administration,Senior,61.51,3112797,0.2352,2380763,0.3373,803013,25,0.6725,0.9217,674.47,0.0694,0.4476,0.5434,0.5754,moderate 127,Nigeria,2018,capital,ICT,Junior,198.33,3529301,0.3393,2331913,0.2581,601787,11,0.5654,0.8073,270.77,0.0605,0.3723,0.3916,0.4547,low 128,Senegal,2020,urban,Health,Senior,16.18,330415,0.2093,261251,0.2277,59473,13,0.5239,0.7779,455.19,0.0499,0.3778,0.3692,0.4785,low 129,DRC,2019,rural,Administration,Junior,89.7,549311,0.6,219724,0.1,21972,4,0.5331,0.6661,93.73,0.0646,0.221,0.2146,0.2785,critical 130,Ethiopia,2018,urban,Finance,Junior,108.65,1195200,0.4613,643804,0.1652,106370,4,0.567,0.656,138.75,0.0593,0.2099,0.2096,0.3263,critical 131,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,435670,0.2014,347933,0.2476,86134,10,0.6083,0.749,245.25,0.0711,0.3448,0.3489,0.4683,low 132,Uganda,2019,capital,Health,Junior,41.86,361927,0.3936,219465,0.1805,39619,7,0.4732,0.8162,200.1,0.063,0.3318,0.4226,0.4121,low 133,Ghana,2021,rural,Education,Director,31.94,798673,0.3969,481697,0.2166,104318,16,0.5173,0.718,531.41,0.0543,0.3587,0.479,0.4364,low 134,South Africa,2025,urban,Security,Senior,62.5,3742488,0.2261,2896251,0.3495,1012143,23,0.557,0.8398,968.53,0.0955,0.5497,0.7276,0.592,moderate 135,Botswana,2020,urban,Infrastructure,Mid_Level,2.45,110417,0.1993,88407,0.3594,31776,25,0.57,0.8212,388.17,0.07,0.5415,0.636,0.5935,moderate 136,South Africa,2019,rural,Infrastructure,Junior,59.58,2983696,0.2978,2095110,0.2638,552656,17,0.4939,0.7743,524.52,0.0647,0.5413,0.5604,0.5103,moderate 137,Rwanda,2022,urban,Finance,Junior,13.35,436922,0.1875,355012,0.276,97968,20,0.6503,0.8584,395.01,0.0705,0.5135,0.7085,0.5731,moderate 138,Nigeria,2022,remote,Infrastructure,Junior,218.92,4348441,0.5309,2039745,0.1156,235759,7,0.5046,0.7817,177.77,0.0585,0.3651,0.4177,0.3592,low 139,Ethiopia,2024,remote,Security,Junior,126.0,1500670,0.6,600268,0.1,60026,3,0.4695,0.6441,113.8,0.0522,0.2304,0.2341,0.2756,critical 140,Uganda,2019,remote,Health,Director,41.86,380281,0.5433,173691,0.1133,19676,9,0.6013,0.8206,643.87,0.0499,0.3867,0.4182,0.3686,low 141,Botswana,2022,urban,Agriculture,Junior,2.52,121736,0.1569,102639,0.3951,40550,27,0.603,0.8517,443.66,0.095,0.5243,0.6159,0.6188,moderate 142,Botswana,2019,capital,Finance,Director,2.41,116235,0.1489,98931,0.4467,44191,20,0.6412,0.8061,1339.0,0.0937,0.4544,0.7002,0.6108,moderate 143,Ethiopia,2025,capital,Health,Mid_Level,129.15,1475286,0.348,961932,0.1668,160407,5,0.4865,0.6286,144.89,0.0605,0.2316,0.1957,0.3542,low 144,DRC,2025,rural,Health,Senior,108.36,648066,0.6,259226,0.1,25922,4,0.4459,0.6223,141.1,0.0586,0.2046,0.2018,0.269,critical 145,Ghana,2020,capital,Agriculture,Junior,31.29,817708,0.2024,652177,0.2511,163771,10,0.533,0.7341,296.55,0.0571,0.3532,0.415,0.4741,low 146,Kenya,2018,urban,Education,Junior,48.55,1495551,0.2254,1158441,0.3489,404154,12,0.5647,0.8949,435.44,0.0892,0.5095,0.7616,0.5722,moderate 147,Botswana,2025,capital,Finance,Mid_Level,2.64,106169,0.157,89500,0.4622,41365,15,0.552,0.9083,447.17,0.0794,0.5603,0.6435,0.6204,moderate 148,South Africa,2019,capital,Administration,Junior,59.58,3161506,0.1907,2558695,0.3693,945034,25,0.6004,0.9301,427.65,0.0801,0.5429,0.6365,0.6146,moderate 149,Kenya,2020,rural,Education,Mid_Level,50.61,2024687,0.2361,1546577,0.2107,325792,12,0.5302,0.799,554.01,0.0698,0.5157,0.5885,0.5039,moderate 150,Rwanda,2020,urban,Security,Mid_Level,12.73,366093,0.1848,298420,0.3304,98592,20,0.6496,0.8233,361.69,0.0798,0.4347,0.582,0.5615,moderate 151,Senegal,2023,capital,Social_Services,Director,17.53,397912,0.2342,304730,0.286,87159,14,0.5296,0.6994,632.19,0.0608,0.3162,0.4181,0.4763,low 152,Tanzania,2018,remote,Education,Junior,56.11,891304,0.4436,495948,0.1096,54367,6,0.4893,0.7039,231.79,0.0572,0.3331,0.3725,0.3577,low 153,Ghana,2018,capital,Education,Senior,30.01,860834,0.2811,618820,0.2944,182163,12,0.5175,0.7911,434.57,0.0683,0.3915,0.3895,0.4801,low 154,Kenya,2024,rural,Education,Director,55.0,1690732,0.3234,1143981,0.2422,277015,13,0.5779,0.7708,1452.64,0.0896,0.5051,0.7428,0.5026,moderate 155,Tanzania,2018,urban,Finance,Junior,56.11,994315,0.2691,726737,0.2087,151642,8,0.5926,0.7156,309.06,0.0582,0.3319,0.4004,0.4355,low 156,South Africa,2021,capital,Infrastructure,Junior,60.54,3065861,0.234,2348449,0.3682,864653,23,0.5488,0.9299,585.42,0.095,0.5397,0.5569,0.5902,moderate 157,Botswana,2022,capital,Social_Services,Mid_Level,2.52,105508,0.1969,84736,0.3567,30221,23,0.6313,0.775,529.36,0.0901,0.4264,0.6532,0.5717,moderate 158,Ghana,2020,rural,Health,Director,31.29,874823,0.3148,599445,0.1856,111261,13,0.5881,0.7414,496.11,0.0505,0.4025,0.3929,0.4409,low 159,Ghana,2024,urban,Administration,Junior,34.0,751574,0.3164,513775,0.3057,157050,11,0.5204,0.7429,237.42,0.0526,0.3918,0.3605,0.4615,low 160,Uganda,2023,capital,Health,Mid_Level,47.48,361500,0.3824,223267,0.1844,41175,9,0.576,0.8064,195.47,0.0557,0.3362,0.4059,0.4182,low 161,Uganda,2020,capital,Education,Junior,43.2,333767,0.3164,228175,0.195,44494,8,0.5141,0.7268,255.09,0.0665,0.3373,0.414,0.4238,low 162,Ghana,2025,urban,Administration,Senior,34.71,752960,0.2623,555426,0.2855,158593,16,0.557,0.6889,388.95,0.051,0.3764,0.4012,0.4769,low 163,South Africa,2023,rural,Security,Mid_Level,61.51,3508884,0.3888,2144462,0.2799,600235,14,0.5654,0.8018,608.1,0.0847,0.4783,0.5689,0.4827,low 164,Mozambique,2020,rural,Education,Junior,29.66,331173,0.6,132469,0.1,13246,5,0.5936,0.6771,127.96,0.0554,0.1973,0.1632,0.2751,critical 165,South Africa,2023,capital,Health,Mid_Level,61.51,3698908,0.2514,2769028,0.3748,1037787,19,0.565,0.8202,506.51,0.0778,0.5044,0.7535,0.5772,moderate 166,Ethiopia,2025,capital,Education,Junior,129.15,1481044,0.3843,911885,0.1516,138238,5,0.5194,0.7045,86.35,0.0496,0.2039,0.1664,0.347,critical 167,Ghana,2020,remote,Education,Junior,31.29,799477,0.4496,440000,0.1505,66240,11,0.5973,0.6958,239.26,0.0646,0.3887,0.3791,0.3839,low 168,Rwanda,2022,capital,Health,Junior,13.35,427926,0.1318,371528,0.3765,139873,18,0.6342,0.907,376.68,0.0648,0.4248,0.7419,0.6089,moderate 169,Senegal,2019,urban,Finance,Senior,15.76,345457,0.2431,261488,0.2826,73884,8,0.5848,0.6828,369.97,0.0693,0.3673,0.4296,0.462,low 170,DRC,2020,urban,Education,Mid_Level,92.57,549126,0.5026,273129,0.1088,29705,3,0.4913,0.6045,146.79,0.0625,0.1869,0.2155,0.29,critical 171,Botswana,2024,capital,Health,Junior,2.6,101108,0.1856,82340,0.4621,38051,16,0.606,0.7772,527.64,0.0882,0.4693,0.5228,0.5749,moderate 172,Ghana,2022,remote,Education,Junior,32.62,723399,0.4599,390674,0.1513,59090,14,0.5982,0.8089,295.87,0.0539,0.3559,0.3676,0.4015,low 173,Mozambique,2020,remote,Security,Executive,29.66,289247,0.6,115698,0.1,11569,4,0.4752,0.6536,355.4,0.0704,0.1863,0.1758,0.2693,critical 174,DRC,2024,capital,Administration,Mid_Level,105.0,548469,0.5168,265001,0.131,34708,4,0.5668,0.6784,126.2,0.0557,0.2224,0.2366,0.3112,critical 175,South Africa,2022,rural,Finance,Senior,61.02,3716892,0.2955,2618397,0.2295,600926,20,0.5768,0.8622,547.08,0.0769,0.5022,0.6721,0.5302,moderate 176,Tanzania,2023,rural,Security,Senior,65.05,1214697,0.4019,726460,0.1618,117537,6,0.4883,0.7541,458.92,0.0643,0.307,0.4148,0.3903,low 177,Nigeria,2019,rural,Social_Services,Mid_Level,203.29,4177166,0.4209,2418802,0.1653,399806,12,0.5847,0.753,230.23,0.0492,0.3125,0.3509,0.3954,low 178,Kenya,2020,remote,Infrastructure,Junior,50.61,1561927,0.3157,1068871,0.1839,196579,16,0.6101,0.9015,383.25,0.0835,0.5575,0.6246,0.5105,moderate 179,Nigeria,2018,remote,Administration,Mid_Level,198.33,4028745,0.4976,2023873,0.1381,279446,9,0.461,0.7775,317.57,0.0679,0.3266,0.3285,0.3647,low 180,Ethiopia,2025,remote,Infrastructure,Mid_Level,129.15,1532411,0.6,612964,0.1,61296,3,0.4709,0.6938,94.5,0.0534,0.2131,0.1772,0.2756,critical 181,Tanzania,2019,rural,Education,Mid_Level,57.79,1168952,0.3407,770669,0.1762,135828,11,0.5977,0.7697,268.02,0.0633,0.37,0.3226,0.4211,low 182,South Africa,2025,urban,Justice,Junior,62.5,2827763,0.2575,2099617,0.3472,729086,19,0.5483,0.8075,508.26,0.076,0.5591,0.565,0.5535,moderate 183,Ethiopia,2020,urban,Infrastructure,Mid_Level,114.15,1428865,0.5576,632200,0.1441,91085,5,0.4459,0.6191,117.39,0.0487,0.2174,0.2143,0.2952,critical 184,Kenya,2023,urban,Agriculture,Junior,53.87,1625929,0.1701,1349364,0.3223,434929,22,0.5026,0.8598,575.3,0.0905,0.4966,0.6812,0.5898,moderate 185,Ghana,2023,remote,Health,Director,33.3,714137,0.5105,349558,0.1283,44860,10,0.4596,0.7418,562.88,0.052,0.3449,0.3844,0.3636,low 186,Mozambique,2024,remote,Security,Junior,33.0,309743,0.6,123897,0.1,12389,5,0.589,0.7086,113.61,0.064,0.2073,0.2203,0.2865,critical 187,Uganda,2018,capital,Agriculture,Junior,40.56,340659,0.3386,225320,0.2344,52805,8,0.5309,0.7909,215.67,0.0599,0.3182,0.4577,0.4402,low 188,Rwanda,2024,remote,Administration,Director,14.0,385770,0.3166,263620,0.1802,47496,23,0.6027,0.8232,1091.41,0.0717,0.4286,0.6491,0.5046,moderate 189,DRC,2025,rural,Infrastructure,Junior,108.36,643216,0.6,257286,0.1,25728,3,0.5453,0.6838,125.39,0.0687,0.1968,0.2305,0.2778,critical 190,Tanzania,2023,rural,Security,Senior,65.05,1344080,0.3834,828821,0.1716,142197,10,0.5324,0.814,351.25,0.0616,0.3086,0.3561,0.4106,low 191,Ghana,2024,urban,Education,Junior,34.0,847860,0.303,590934,0.3014,178136,9,0.548,0.7451,267.14,0.0587,0.3394,0.3955,0.4574,low 192,Ghana,2022,urban,Finance,Senior,32.62,875483,0.2529,654100,0.2938,192175,15,0.5018,0.7624,326.7,0.0657,0.3226,0.4274,0.4871,low 193,Nigeria,2020,urban,Administration,Junior,208.37,4637125,0.4032,2767262,0.257,711123,7,0.5786,0.6798,234.0,0.0689,0.3698,0.4052,0.4104,low 194,South Africa,2021,rural,Security,Mid_Level,60.54,3586153,0.3051,2492172,0.2271,565926,21,0.6667,0.807,424.9,0.0685,0.543,0.5789,0.5162,moderate 195,Ghana,2022,remote,Health,Mid_Level,32.62,818399,0.5053,404828,0.1406,56926,11,0.4898,0.7861,292.71,0.0513,0.3388,0.4629,0.3844,low 196,Mozambique,2018,urban,Infrastructure,Junior,28.12,262015,0.4251,150633,0.1254,18883,6,0.5565,0.6598,90.7,0.0683,0.1895,0.2212,0.3301,critical 197,Mozambique,2020,rural,Education,Junior,29.66,296376,0.4684,157556,0.1,15755,6,0.577,0.5955,147.51,0.0671,0.2333,0.2159,0.3071,critical 198,Rwanda,2023,urban,Security,Director,13.67,361001,0.1501,306828,0.2819,86500,31,0.6138,0.8798,1505.84,0.0957,0.4403,0.7279,0.6093,moderate 199,Nigeria,2025,capital,Justice,Junior,235.75,4925190,0.3017,3439330,0.2338,804240,7,0.4673,0.6905,270.67,0.0564,0.3202,0.4307,0.4292,low 200,Nigeria,2023,urban,Administration,Junior,224.39,4939991,0.2801,3556083,0.2476,880558,12,0.605,0.7619,269.01,0.0565,0.3688,0.4433,0.4674,low 201,Tanzania,2025,urban,Health,Mid_Level,69.01,1100207,0.2667,806805,0.2045,165012,10,0.4888,0.6999,181.74,0.069,0.3703,0.3264,0.4341,low 202,Uganda,2018,rural,Education,Mid_Level,40.56,318128,0.6,127251,0.1311,16681,8,0.4608,0.8184,322.11,0.0657,0.3463,0.3552,0.3457,critical 203,DRC,2024,rural,Education,Mid_Level,105.0,622968,0.6,249187,0.1,24918,4,0.5392,0.6202,110.76,0.0491,0.2281,0.1946,0.2703,critical 204,Rwanda,2021,capital,Education,Mid_Level,13.04,359771,0.1189,316994,0.3811,120810,23,0.5707,0.8383,594.51,0.0743,0.5279,0.7643,0.628,moderate 205,Uganda,2023,urban,Justice,Mid_Level,47.48,370093,0.4091,218689,0.182,39795,5,0.5067,0.6936,236.57,0.0614,0.3952,0.3258,0.3819,low 206,DRC,2022,rural,Health,Junior,98.59,523832,0.6,209532,0.1,20953,3,0.5165,0.5851,95.65,0.0502,0.2131,0.1863,0.2602,critical 207,Uganda,2022,capital,Health,Director,46.01,324816,0.3063,225335,0.1877,42302,9,0.5549,0.7665,807.51,0.0501,0.3998,0.3526,0.4331,low 208,Mozambique,2022,urban,Education,Director,31.29,279952,0.5179,134966,0.1336,18027,6,0.5976,0.5925,376.12,0.0616,0.2229,0.1719,0.2973,critical 209,Rwanda,2022,rural,Finance,Junior,13.35,369795,0.2466,278596,0.2024,56374,28,0.7037,0.7663,398.31,0.0856,0.4253,0.6733,0.5337,moderate 210,Ghana,2023,rural,Education,Mid_Level,33.3,856067,0.3179,583923,0.1997,116616,15,0.588,0.7458,223.24,0.0501,0.3232,0.3218,0.4343,low 211,Kenya,2025,capital,Social_Services,Junior,56.15,1837830,0.1741,1517834,0.3183,483126,20,0.6596,0.9138,396.07,0.0889,0.4382,0.7575,0.5927,moderate 212,DRC,2022,urban,Health,Junior,98.59,546806,0.6,218722,0.1258,27515,5,0.4577,0.662,102.51,0.061,0.1987,0.1827,0.2814,critical 213,Kenya,2022,capital,Finance,Mid_Level,52.76,1640644,0.211,1294463,0.3366,435686,20,0.6068,0.8857,564.84,0.092,0.5067,0.5923,0.5742,moderate 214,Senegal,2018,rural,Health,Junior,15.34,293020,0.3303,196224,0.1609,31580,11,0.5915,0.7983,221.43,0.0612,0.3566,0.3957,0.4301,low 215,DRC,2023,urban,ICT,Junior,101.74,670758,0.5603,294915,0.1067,31455,4,0.4517,0.6857,126.48,0.0507,0.1835,0.2201,0.2898,critical 216,Ghana,2020,remote,Justice,Mid_Level,31.29,730244,0.4876,374169,0.1668,62397,9,0.508,0.7102,233.99,0.0658,0.3473,0.4113,0.3747,low 217,Nigeria,2020,capital,Education,Senior,208.37,4295415,0.2854,3069681,0.2739,840837,7,0.489,0.7095,484.21,0.0649,0.3624,0.3208,0.4394,low 218,Ghana,2019,rural,Education,Director,30.64,826950,0.3524,535513,0.2107,112817,16,0.5574,0.7714,782.0,0.054,0.3906,0.3356,0.4429,low 219,DRC,2023,rural,Agriculture,Mid_Level,101.74,631956,0.6,252782,0.1,25278,3,0.527,0.6424,101.6,0.0692,0.2021,0.1957,0.2686,critical 220,Mozambique,2021,capital,Security,Junior,30.47,260439,0.4553,141868,0.1655,23482,6,0.582,0.7029,108.3,0.0627,0.2169,0.1814,0.3378,critical 221,Nigeria,2019,capital,Security,Senior,203.29,4384019,0.278,3165467,0.2297,727163,9,0.5435,0.8129,459.34,0.07,0.3868,0.4743,0.4685,low 222,Kenya,2021,capital,Health,Junior,51.68,1677168,0.1562,1415134,0.3817,540132,14,0.6326,0.8943,542.28,0.0856,0.4652,0.6881,0.5908,moderate 223,Uganda,2019,remote,Education,Junior,41.86,356092,0.6,142436,0.1035,14737,8,0.4777,0.776,215.59,0.0545,0.3145,0.3732,0.331,critical 224,DRC,2020,rural,Education,Junior,92.57,562375,0.6,224950,0.1,22495,5,0.5086,0.7021,91.08,0.049,0.2239,0.2209,0.2873,critical 225,Rwanda,2024,capital,Justice,Junior,14.0,395220,0.1252,345751,0.4053,140132,18,0.6281,0.8737,570.52,0.0868,0.5427,0.5678,0.6071,moderate 226,Tanzania,2018,rural,Education,Junior,56.11,914905,0.3693,576985,0.1366,78806,6,0.5894,0.7218,322.33,0.0711,0.3125,0.4344,0.3898,low 227,South Africa,2022,rural,Health,Junior,61.02,2823296,0.3562,1817509,0.2888,524871,22,0.6252,0.9324,553.4,0.0653,0.5439,0.6148,0.5439,moderate 228,Senegal,2018,urban,Administration,Junior,15.34,336639,0.2113,265510,0.2137,56740,8,0.5682,0.8046,196.49,0.0549,0.318,0.3243,0.4555,low 229,Nigeria,2022,rural,Security,Junior,218.92,4450602,0.3769,2773001,0.1506,417549,12,0.591,0.8134,312.5,0.0636,0.395,0.3867,0.4236,low 230,Kenya,2018,capital,Health,Junior,48.55,1623722,0.1945,1307921,0.3653,477780,18,0.5113,0.8921,456.44,0.0644,0.4577,0.606,0.5779,moderate 231,Mozambique,2020,remote,Justice,Mid_Level,29.66,264515,0.6,105806,0.1,10580,4,0.5389,0.6479,115.63,0.0507,0.2112,0.168,0.2701,critical 232,Rwanda,2019,capital,ICT,Junior,12.43,356830,0.1338,309103,0.395,122080,25,0.6754,0.816,384.45,0.0818,0.4673,0.7285,0.6198,moderate 233,Ethiopia,2025,rural,ICT,Mid_Level,129.15,1443291,0.6,577316,0.1,57731,5,0.4578,0.6251,124.7,0.049,0.1835,0.2157,0.2712,critical 234,Ghana,2018,urban,Education,Junior,30.01,680293,0.2984,477260,0.306,146044,9,0.6099,0.7642,271.25,0.065,0.3714,0.4512,0.4713,low 235,Nigeria,2021,urban,Education,Junior,213.58,4482538,0.2745,3251913,0.2155,700629,7,0.479,0.7708,269.27,0.0581,0.307,0.3893,0.438,low 236,Uganda,2020,rural,Agriculture,Mid_Level,43.2,344245,0.6,137698,0.1508,20759,7,0.5247,0.679,316.38,0.0557,0.3244,0.4799,0.3375,critical 237,Kenya,2023,capital,Health,Junior,53.87,1941753,0.1492,1652135,0.3797,627291,22,0.5961,0.8698,437.57,0.066,0.5249,0.5465,0.6002,moderate 238,Kenya,2018,urban,Health,Junior,48.55,1805199,0.2269,1395582,0.3176,443289,21,0.5676,0.9093,501.94,0.0711,0.5553,0.5915,0.5763,moderate 239,Senegal,2018,capital,Education,Junior,15.34,339996,0.2491,255302,0.2521,64349,11,0.5179,0.7983,198.64,0.0505,0.3503,0.4275,0.4758,low 240,DRC,2024,rural,Justice,Junior,105.0,541711,0.6,216684,0.1,21668,3,0.5113,0.6313,124.36,0.0595,0.2212,0.2134,0.2707,critical 241,Mozambique,2020,urban,Agriculture,Mid_Level,29.66,280151,0.4027,167340,0.1467,24543,6,0.4666,0.6423,148.27,0.0489,0.2324,0.1731,0.3379,critical 242,Tanzania,2022,urban,Health,Director,63.15,1121398,0.351,727824,0.2018,146879,10,0.6084,0.7585,513.5,0.0644,0.3551,0.4711,0.4341,low 243,Rwanda,2021,capital,Health,Mid_Level,13.04,446790,0.1168,394590,0.3782,149253,31,0.5444,0.7837,557.59,0.0847,0.4266,0.7369,0.6268,moderate 244,Uganda,2022,remote,Administration,Senior,46.01,369822,0.6,147928,0.1052,15560,5,0.5448,0.6951,377.51,0.0493,0.3289,0.3571,0.3117,critical 245,Uganda,2022,rural,Health,Senior,46.01,407902,0.5059,201532,0.1467,29560,7,0.4732,0.7543,281.93,0.0691,0.3946,0.4515,0.3754,low 246,Senegal,2022,rural,ICT,Junior,17.07,327688,0.332,218886,0.17,37209,9,0.4567,0.7644,214.61,0.0525,0.3017,0.3783,0.4147,low 247,Kenya,2025,urban,Security,Senior,56.15,1864068,0.2286,1438029,0.3257,468408,18,0.4864,0.771,970.89,0.089,0.5543,0.7546,0.5658,moderate 248,South Africa,2018,rural,Finance,Senior,59.11,2669017,0.313,1833546,0.271,496891,23,0.6133,0.8162,664.66,0.0949,0.4811,0.6363,0.5312,moderate 249,DRC,2022,urban,Infrastructure,Junior,98.59,649515,0.6,259806,0.1305,33897,4,0.507,0.6767,144.36,0.0615,0.2226,0.22,0.2884,critical 250,Nigeria,2023,rural,Education,Mid_Level,224.39,4606644,0.3604,2946197,0.1859,547817,10,0.4799,0.7975,282.56,0.0662,0.3387,0.4567,0.4305,low 251,Mozambique,2021,rural,Health,Mid_Level,30.47,324591,0.5915,132607,0.1007,13352,7,0.5567,0.6211,153.05,0.065,0.2407,0.2377,0.2858,critical 252,Uganda,2025,rural,Agriculture,Junior,50.57,409805,0.5973,165019,0.1409,23247,9,0.4732,0.7321,250.89,0.0584,0.3089,0.3446,0.3336,critical 253,Tanzania,2024,urban,Health,Junior,67.0,1196403,0.2571,888774,0.2289,203411,10,0.496,0.7638,198.17,0.0553,0.3908,0.4071,0.4623,low 254,Rwanda,2025,capital,Education,Mid_Level,14.34,427509,0.1727,353693,0.312,110349,30,0.6876,0.859,453.21,0.0806,0.4595,0.7278,0.6074,moderate 255,Botswana,2021,remote,Security,Mid_Level,2.49,118973,0.3155,81437,0.2261,18410,18,0.6532,0.9031,608.22,0.0795,0.5396,0.5998,0.522,moderate 256,Nigeria,2024,capital,Education,Junior,230.0,4354801,0.2864,3107402,0.2762,858264,8,0.5711,0.6861,289.86,0.067,0.3397,0.4356,0.4479,low 257,Tanzania,2025,rural,Education,Mid_Level,69.01,1346283,0.3631,857384,0.1711,146693,8,0.5808,0.688,181.66,0.0719,0.3888,0.4613,0.4102,low 258,Ghana,2025,urban,Education,Junior,34.71,868164,0.2398,660008,0.3047,201113,8,0.4751,0.712,204.84,0.0534,0.3664,0.3724,0.4669,low 259,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,384381,0.1866,312654,0.2225,69578,31,0.6468,0.8122,485.27,0.0907,0.5148,0.6658,0.5764,moderate 260,DRC,2025,rural,Security,Junior,108.36,573386,0.6,229354,0.1,22935,3,0.5257,0.593,143.19,0.0532,0.2292,0.2028,0.2646,critical 261,Ethiopia,2020,capital,Social_Services,Junior,114.15,1185616,0.463,636690,0.1604,102151,4,0.4768,0.6967,105.41,0.053,0.198,0.1763,0.3263,critical 262,DRC,2020,capital,Health,Junior,92.57,618649,0.395,374282,0.1151,43094,4,0.5764,0.6733,101.31,0.0581,0.1918,0.1703,0.3272,critical 263,Botswana,2021,urban,Education,Mid_Level,2.49,105050,0.1773,86419,0.4018,34725,27,0.5755,0.8622,433.45,0.0657,0.525,0.5645,0.6119,moderate 264,Botswana,2021,urban,Education,Junior,2.49,106787,0.2232,82952,0.3824,31718,20,0.4998,0.867,377.68,0.0814,0.527,0.6301,0.5856,moderate 265,Ghana,2020,capital,Health,Junior,31.29,872152,0.2154,684264,0.3005,205643,13,0.4793,0.698,224.69,0.0641,0.3436,0.4375,0.4866,low 266,Senegal,2024,rural,ICT,Senior,18.0,437838,0.3671,277118,0.1916,53090,12,0.6195,0.7463,406.11,0.0604,0.3869,0.389,0.4257,low 267,Senegal,2024,rural,ICT,Junior,18.0,420902,0.3573,270515,0.2027,54821,13,0.5642,0.7619,200.09,0.0714,0.3243,0.436,0.4341,low 268,Botswana,2024,urban,Education,Junior,2.6,129513,0.1898,104929,0.3242,34013,25,0.555,0.914,442.87,0.0704,0.429,0.653,0.5914,moderate 269,DRC,2021,rural,Finance,Junior,95.53,532208,0.6,212883,0.1,21288,3,0.587,0.6275,90.36,0.054,0.1822,0.2232,0.2672,critical 270,Mozambique,2022,urban,Security,Mid_Level,31.29,354164,0.5117,172936,0.1461,25268,7,0.5743,0.6489,134.72,0.0499,0.2263,0.2369,0.3198,critical 271,Ethiopia,2018,remote,Administration,Junior,108.65,1313497,0.6,525398,0.1,52539,3,0.4888,0.6758,99.95,0.0558,0.18,0.1723,0.2691,critical 272,Kenya,2022,rural,Security,Senior,52.76,1799694,0.2455,1357802,0.1914,259947,14,0.5247,0.7953,534.07,0.069,0.5144,0.6837,0.5106,moderate 273,Ethiopia,2025,rural,Agriculture,Junior,129.15,1579589,0.5195,758957,0.1097,83240,4,0.5048,0.6214,133.38,0.0682,0.2269,0.2102,0.2945,critical 274,Kenya,2022,capital,Security,Mid_Level,52.76,1719620,0.1676,1431403,0.3799,543803,18,0.5679,0.8706,474.12,0.079,0.4592,0.6344,0.588,moderate 275,Senegal,2023,capital,Social_Services,Junior,17.53,406707,0.2283,313842,0.2811,88223,11,0.6189,0.7513,284.85,0.0649,0.3223,0.3653,0.4721,low 276,Rwanda,2021,capital,Education,Junior,13.04,403343,0.1279,351769,0.385,135433,24,0.6329,0.7788,490.99,0.0649,0.5159,0.6094,0.6036,moderate 277,Nigeria,2025,urban,Agriculture,Junior,235.75,4884899,0.3331,3257979,0.222,723383,8,0.47,0.693,324.86,0.0579,0.2977,0.4725,0.4232,low 278,Kenya,2018,urban,Security,Director,48.55,1807853,0.1996,1447089,0.3518,509141,12,0.628,0.9094,1571.7,0.0722,0.4374,0.6925,0.5675,moderate 279,Uganda,2022,urban,Administration,Mid_Level,46.01,347204,0.3888,212207,0.1713,36358,6,0.4679,0.7965,280.73,0.0607,0.3368,0.427,0.4065,low 280,Kenya,2024,rural,Infrastructure,Senior,55.0,1931529,0.2672,1415329,0.2486,351789,16,0.5464,0.8168,758.42,0.0814,0.5136,0.6319,0.5224,moderate 281,Uganda,2019,remote,Education,Director,41.86,305478,0.6,122191,0.1062,12970,8,0.4744,0.8115,636.79,0.0621,0.3511,0.3258,0.3359,critical 282,Ethiopia,2021,urban,Education,Mid_Level,117.0,1403072,0.3956,847991,0.1343,113863,4,0.4681,0.6641,96.8,0.0692,0.1917,0.1673,0.3302,critical 283,Mozambique,2025,urban,Finance,Director,33.89,384090,0.4691,203898,0.1207,24605,6,0.6009,0.7081,229.08,0.0575,0.1984,0.1704,0.321,critical 284,Kenya,2023,capital,Education,Junior,53.87,1884256,0.1554,1591465,0.3292,523838,13,0.6272,0.7896,506.57,0.0703,0.4277,0.5726,0.5444,moderate 285,Mozambique,2018,capital,Infrastructure,Mid_Level,28.12,246431,0.3749,154034,0.1549,23857,5,0.5,0.5943,99.85,0.0592,0.2409,0.2397,0.3447,critical 286,Mozambique,2025,urban,Health,Junior,33.89,312242,0.348,203568,0.1218,24788,5,0.495,0.6084,135.56,0.0566,0.2322,0.1793,0.3383,critical 287,Ghana,2022,capital,Infrastructure,Junior,32.62,732609,0.2508,548890,0.2732,149938,10,0.6096,0.6815,259.77,0.0612,0.3238,0.3924,0.4544,low 288,Botswana,2018,rural,Education,Junior,2.38,101058,0.2926,71492,0.2927,20926,28,0.6399,0.8777,494.01,0.093,0.4916,0.6123,0.5621,moderate 289,DRC,2023,rural,Health,Junior,101.74,576277,0.6,230510,0.1,23051,4,0.5071,0.683,93.74,0.0702,0.2088,0.1808,0.2764,critical 290,Ethiopia,2019,urban,Education,Mid_Level,111.37,1516640,0.5044,751573,0.1562,117379,4,0.5668,0.6955,105.1,0.0709,0.2034,0.224,0.32,critical 291,Uganda,2025,rural,Health,Mid_Level,50.57,358277,0.6,143310,0.1308,18747,8,0.5975,0.7022,233.93,0.0635,0.3416,0.348,0.327,critical 292,Kenya,2018,urban,Security,Mid_Level,48.55,1524077,0.1985,1221538,0.2959,361500,15,0.5985,0.8176,512.04,0.0935,0.4958,0.6804,0.5521,moderate 293,Kenya,2018,capital,Health,Senior,48.55,1870576,0.1574,1576100,0.3077,484970,15,0.5753,0.8707,834.04,0.093,0.4599,0.6913,0.5708,moderate 294,Uganda,2022,urban,Administration,Junior,46.01,391475,0.4419,218476,0.2165,47296,7,0.4997,0.7992,290.62,0.06,0.3781,0.3629,0.4051,low 295,Mozambique,2022,remote,Education,Mid_Level,31.29,355212,0.6,142084,0.1,14208,5,0.5975,0.6048,121.35,0.0595,0.2288,0.2327,0.2744,critical 296,Ethiopia,2023,rural,Finance,Mid_Level,122.93,1479237,0.5091,726108,0.1121,81398,6,0.5569,0.6884,112.11,0.0607,0.1806,0.1906,0.3061,critical 297,Rwanda,2021,capital,Health,Mid_Level,13.04,383538,0.1391,330171,0.3263,107747,25,0.5888,0.8456,524.26,0.0642,0.5499,0.5385,0.595,moderate 298,Senegal,2021,capital,Infrastructure,Junior,16.62,405064,0.207,321197,0.28,89931,9,0.4587,0.7356,255.47,0.059,0.3985,0.4331,0.4842,low 299,Ghana,2025,urban,Justice,Mid_Level,34.71,896947,0.3225,607706,0.2819,171342,15,0.5979,0.6941,279.91,0.0596,0.394,0.4491,0.4658,low 300,Ethiopia,2018,capital,Health,Mid_Level,108.65,1139816,0.4576,618261,0.1706,105499,6,0.4894,0.6525,92.46,0.0692,0.1895,0.1682,0.3269,critical 301,Senegal,2019,rural,Health,Mid_Level,15.76,372210,0.3565,239502,0.1625,38928,8,0.5238,0.7054,279.89,0.0566,0.3447,0.3382,0.3956,low 302,Rwanda,2022,capital,Security,Junior,13.35,457728,0.1546,386950,0.3191,123481,17,0.5398,0.791,415.52,0.0919,0.5052,0.5659,0.5594,moderate 303,Botswana,2022,capital,ICT,Junior,2.52,121482,0.1863,98844,0.3508,34678,18,0.5521,0.9126,511.1,0.085,0.5316,0.7353,0.5997,moderate 304,Kenya,2021,urban,Security,Junior,51.68,2000989,0.1637,1673459,0.2799,468383,20,0.5522,0.7905,406.03,0.081,0.5409,0.5384,0.5555,moderate 305,Mozambique,2018,rural,ICT,Junior,28.12,319991,0.6,127996,0.1,12799,7,0.5574,0.6515,114.45,0.0676,0.2285,0.2206,0.2851,critical 306,Rwanda,2025,urban,Social_Services,Senior,14.34,392869,0.1323,340882,0.3142,107091,30,0.5808,0.884,528.31,0.0754,0.507,0.5537,0.6091,moderate 307,South Africa,2025,capital,Administration,Junior,62.5,3803445,0.2376,2899924,0.3309,959482,14,0.4851,0.8653,592.87,0.0769,0.4819,0.6732,0.5536,moderate 308,Botswana,2022,rural,Finance,Mid_Level,2.52,130510,0.2369,99590,0.2295,22852,17,0.5771,0.8235,631.99,0.0841,0.493,0.7275,0.5362,moderate 309,Nigeria,2020,rural,Health,Mid_Level,208.37,4710911,0.5018,2346906,0.1858,436109,9,0.5881,0.7576,267.78,0.0494,0.3187,0.4082,0.3798,low 310,Ghana,2018,rural,Social_Services,Director,30.01,660706,0.4233,381016,0.1706,64992,12,0.6039,0.6855,444.34,0.0486,0.3512,0.4499,0.3997,low 311,Mozambique,2019,capital,Agriculture,Junior,28.88,308791,0.4531,168888,0.1633,27573,7,0.5311,0.6932,97.17,0.0496,0.2198,0.1642,0.3374,critical 312,Uganda,2025,rural,ICT,Junior,50.57,402864,0.5922,164285,0.1292,21225,7,0.5533,0.8218,286.71,0.0508,0.3474,0.4142,0.3512,low 313,Uganda,2019,urban,Education,Junior,41.86,336088,0.3508,218177,0.1977,43139,6,0.5591,0.7043,309.44,0.0486,0.3523,0.3712,0.4047,low 314,Ghana,2019,urban,Social_Services,Director,30.64,720888,0.2327,553167,0.2873,158923,13,0.5025,0.789,632.1,0.0637,0.3352,0.3903,0.4871,low 315,Ethiopia,2019,rural,Health,Senior,111.37,1455863,0.6,582345,0.1,58234,4,0.5111,0.6624,225.28,0.057,0.2336,0.1731,0.275,critical 316,Uganda,2020,capital,Justice,Junior,43.2,320403,0.3996,192359,0.2122,40816,5,0.4423,0.7516,220.74,0.0523,0.3619,0.3565,0.4002,low 317,Tanzania,2022,urban,Education,Junior,63.15,1047031,0.2411,794545,0.2032,161443,11,0.5981,0.7308,261.38,0.0616,0.3845,0.3578,0.4519,low 318,Ghana,2020,urban,Health,Junior,31.29,870877,0.3145,596990,0.2379,142047,12,0.5285,0.7484,258.21,0.0485,0.3859,0.4758,0.4593,low 319,Ethiopia,2023,rural,Infrastructure,Junior,122.93,1319781,0.6,527912,0.1,52791,5,0.5077,0.6389,107.56,0.0713,0.1895,0.1721,0.2695,critical 320,Ethiopia,2019,rural,ICT,Junior,111.37,1499006,0.5742,638259,0.117,74656,3,0.5113,0.6701,122.62,0.0537,0.2307,0.2376,0.2905,critical 321,Uganda,2021,rural,Social_Services,Junior,44.58,395648,0.4925,200782,0.1516,30435,5,0.487,0.755,253.74,0.0684,0.4021,0.3372,0.3644,low 322,South Africa,2020,urban,Finance,Mid_Level,60.06,3523039,0.2843,2521582,0.2965,747610,19,0.5964,0.8433,389.19,0.0767,0.477,0.5688,0.5316,moderate 323,Tanzania,2024,urban,Agriculture,Mid_Level,67.0,1342553,0.2521,1004101,0.1907,191432,7,0.5171,0.7198,289.48,0.0539,0.3064,0.3862,0.4294,low 324,Botswana,2024,rural,Security,Mid_Level,2.6,124869,0.2703,91118,0.2474,22540,23,0.6401,0.8189,546.19,0.0794,0.4905,0.5434,0.528,moderate 325,South Africa,2023,rural,Health,Junior,61.51,2818528,0.2777,2035953,0.289,588427,19,0.551,0.8117,644.0,0.0721,0.5232,0.5938,0.5338,moderate 326,Nigeria,2018,rural,Health,Mid_Level,198.33,3669521,0.4943,1855681,0.1816,336983,11,0.4664,0.7806,323.52,0.0538,0.3263,0.4502,0.3941,low 327,Kenya,2019,rural,Justice,Junior,49.57,1762993,0.2782,1272537,0.2108,268239,21,0.5249,0.8269,604.6,0.0701,0.5372,0.5406,0.5175,moderate 328,Mozambique,2021,capital,Security,Senior,30.47,336626,0.4579,182477,0.159,29014,6,0.5249,0.7037,195.53,0.0692,0.1933,0.1997,0.3351,critical 329,Botswana,2023,capital,Education,Executive,2.56,113009,0.1466,96439,0.3828,36918,21,0.6056,0.9219,2583.91,0.0849,0.5194,0.6037,0.6121,moderate 330,Botswana,2024,capital,Health,Executive,2.6,129781,0.1548,109690,0.4244,46551,22,0.5568,0.8138,1563.23,0.0816,0.4821,0.6532,0.608,moderate 331,Ghana,2019,remote,Security,Senior,30.64,676306,0.4721,357013,0.1624,57982,11,0.4942,0.7148,323.91,0.0587,0.3317,0.3634,0.3768,low 332,Senegal,2023,capital,Education,Mid_Level,17.53,348092,0.1919,281297,0.2447,68822,7,0.5238,0.6808,215.94,0.0719,0.3939,0.3544,0.4577,low 333,DRC,2020,rural,Social_Services,Senior,92.57,493142,0.6,197256,0.1,19725,4,0.5751,0.599,188.02,0.0517,0.2217,0.2333,0.2703,critical 334,Tanzania,2021,capital,Agriculture,Junior,61.31,1206598,0.2471,908398,0.2617,237684,7,0.4738,0.721,180.24,0.0547,0.3668,0.3428,0.4502,low 335,South Africa,2018,capital,Health,Senior,59.11,3549965,0.1866,2887376,0.4075,1176583,22,0.6757,0.8241,653.48,0.0785,0.5424,0.7094,0.609,moderate 336,South Africa,2021,capital,Security,Senior,60.54,3112082,0.2434,2354679,0.3667,863423,19,0.5803,0.8969,964.88,0.0782,0.4668,0.6171,0.5713,moderate 337,Ghana,2019,urban,Health,Junior,30.64,689656,0.2534,514888,0.2932,150983,10,0.5581,0.8102,260.04,0.0527,0.3337,0.4145,0.4813,low 338,South Africa,2022,capital,Finance,Mid_Level,61.02,3008311,0.2383,2291565,0.3293,754511,18,0.6242,0.8091,531.55,0.0771,0.463,0.7582,0.5612,moderate 339,Kenya,2020,capital,Administration,Mid_Level,50.61,1868059,0.1476,1592396,0.2988,475848,18,0.5221,0.8034,583.74,0.0731,0.427,0.5295,0.549,moderate 340,Rwanda,2021,urban,Social_Services,Junior,13.04,355561,0.1639,297273,0.3102,92218,24,0.6718,0.8576,474.54,0.0957,0.4261,0.7623,0.5941,moderate 341,Ghana,2022,urban,Administration,Mid_Level,32.62,800327,0.2454,603903,0.2823,170506,13,0.5047,0.7814,271.61,0.0575,0.298,0.3915,0.4779,low 342,Botswana,2018,capital,Finance,Junior,2.38,99800,0.1784,81990,0.3801,31160,29,0.6929,0.8645,640.08,0.0918,0.4634,0.7149,0.6204,moderate 343,Tanzania,2019,rural,Infrastructure,Junior,57.79,969845,0.4681,515828,0.1481,76413,7,0.4785,0.7469,301.4,0.0662,0.3434,0.3534,0.3692,low 344,Uganda,2018,urban,Social_Services,Mid_Level,40.56,315597,0.4203,182938,0.1888,34542,7,0.5308,0.7771,251.16,0.0706,0.3424,0.3225,0.3927,low 345,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,4327422,0.3071,2998568,0.2424,726936,11,0.5295,0.7353,201.84,0.0579,0.3801,0.4654,0.4562,low 346,Nigeria,2022,urban,Security,Mid_Level,218.92,4157957,0.3816,2571347,0.2015,518016,7,0.4683,0.6984,306.84,0.0582,0.3264,0.3887,0.3987,low 347,Ghana,2021,urban,Health,Mid_Level,31.94,711557,0.2997,498270,0.2454,122266,14,0.607,0.6938,188.01,0.0708,0.3461,0.4208,0.4522,low 348,Ethiopia,2018,urban,Infrastructure,Senior,108.65,1214394,0.5245,577430,0.1615,93251,3,0.4803,0.6159,173.79,0.0632,0.2058,0.1796,0.2977,critical 349,Rwanda,2023,urban,Infrastructure,Mid_Level,13.67,375936,0.1737,310638,0.3125,97069,22,0.5262,0.8665,530.8,0.0749,0.5429,0.7398,0.5979,moderate 350,DRC,2018,rural,Education,Executive,86.92,478488,0.6,191395,0.1,19139,3,0.5415,0.6475,399.61,0.0602,0.2345,0.2234,0.2754,critical 351,Senegal,2021,urban,Health,Senior,16.62,388631,0.25,291467,0.2744,79992,8,0.5611,0.7075,289.63,0.0592,0.3382,0.4706,0.4631,low 352,Mozambique,2020,remote,Justice,Mid_Level,29.66,334054,0.6,133621,0.1,13362,4,0.4813,0.6994,118.16,0.0562,0.1921,0.1988,0.279,critical 353,Ghana,2023,urban,Justice,Mid_Level,33.3,904337,0.2431,684494,0.2801,191722,9,0.5141,0.7837,269.75,0.0525,0.3876,0.3285,0.4709,low 354,Nigeria,2022,remote,Infrastructure,Senior,218.92,4503366,0.6,1801346,0.1319,237564,11,0.4996,0.7863,316.03,0.0715,0.3214,0.3579,0.3463,critical 355,Uganda,2024,capital,Education,Mid_Level,49.0,351868,0.3109,242470,0.2091,50710,6,0.4824,0.6764,230.57,0.0556,0.3008,0.4194,0.413,low 356,Rwanda,2023,capital,Education,Senior,13.67,420266,0.1389,361878,0.3491,126333,20,0.6343,0.9204,934.8,0.0712,0.4622,0.5618,0.593,moderate 357,Nigeria,2020,urban,Security,Junior,208.37,4691707,0.2839,3359644,0.1968,661267,12,0.5815,0.7283,264.32,0.0534,0.3152,0.3954,0.4385,low 358,Botswana,2020,urban,Education,Mid_Level,2.45,119060,0.1638,99558,0.319,31761,21,0.632,0.8756,560.56,0.0769,0.451,0.6583,0.5836,moderate 359,South Africa,2019,rural,Education,Junior,59.58,3163856,0.3402,2087569,0.2596,541983,19,0.6485,0.9078,613.73,0.0841,0.5098,0.6784,0.5324,moderate 360,DRC,2021,urban,Agriculture,Junior,95.53,488496,0.6,195398,0.1,19539,4,0.5338,0.6108,148.49,0.0526,0.2342,0.221,0.2721,critical 361,Kenya,2019,capital,Education,Junior,49.57,1602690,0.2159,1256636,0.3087,387985,20,0.5207,0.9316,417.66,0.0775,0.4986,0.5513,0.5679,moderate 362,Rwanda,2024,capital,Infrastructure,Mid_Level,14.0,432932,0.1184,381674,0.3177,121267,19,0.5418,0.7896,626.58,0.0804,0.5082,0.6129,0.5779,moderate 363,Tanzania,2020,urban,Education,Junior,59.53,1056326,0.2977,741877,0.2469,183188,7,0.5261,0.6974,227.5,0.0652,0.3158,0.413,0.4323,low 364,Uganda,2021,capital,Administration,Junior,44.58,387032,0.3479,252364,0.2376,59950,6,0.5102,0.7888,226.55,0.0567,0.402,0.4089,0.4368,low 365,South Africa,2023,urban,Social_Services,Senior,61.51,3321783,0.2354,2539764,0.2969,754043,21,0.641,0.8416,599.12,0.0732,0.4915,0.7375,0.567,moderate 366,Tanzania,2019,rural,Justice,Director,57.79,920682,0.4635,493908,0.1616,79802,10,0.4677,0.7509,670.99,0.0554,0.3428,0.4087,0.3873,low 367,DRC,2022,capital,Finance,Junior,98.59,665483,0.5715,285157,0.1184,33770,3,0.4689,0.6471,146.96,0.06,0.182,0.1632,0.2758,critical 368,Mozambique,2019,remote,Security,Mid_Level,28.88,273156,0.6,109262,0.1,10926,7,0.5907,0.6478,148.39,0.0546,0.22,0.167,0.2784,critical 369,Botswana,2021,capital,Health,Junior,2.49,106006,0.174,87559,0.3978,34829,19,0.6609,0.9247,387.7,0.0773,0.5119,0.7107,0.6144,moderate 370,Rwanda,2020,rural,Health,Junior,12.73,406790,0.2269,314506,0.259,81455,18,0.5161,0.7732,407.63,0.0641,0.4906,0.6574,0.5338,moderate 371,Uganda,2023,urban,Health,Mid_Level,47.48,329054,0.4643,176267,0.1649,29072,7,0.5906,0.7609,266.26,0.0644,0.3104,0.428,0.3806,low 372,Kenya,2025,remote,Finance,Junior,56.15,2114783,0.3433,1388803,0.1558,216331,14,0.501,0.8431,401.04,0.0646,0.4242,0.7618,0.4832,low 373,Kenya,2018,capital,Finance,Junior,48.55,1935204,0.2096,1529602,0.3264,499259,16,0.5429,0.7714,437.85,0.0679,0.4315,0.6658,0.5447,moderate 374,Mozambique,2018,capital,Infrastructure,Junior,28.12,250674,0.3079,173495,0.1373,23816,5,0.5668,0.704,113.23,0.0577,0.2234,0.2102,0.3688,low 375,Senegal,2019,capital,Finance,Mid_Level,15.76,309043,0.1981,247809,0.2532,62733,9,0.5297,0.773,251.41,0.0528,0.3083,0.4515,0.4782,low 376,Kenya,2021,capital,Education,Senior,51.68,1945230,0.2071,1542453,0.3463,534136,16,0.5516,0.798,817.86,0.0827,0.4393,0.7503,0.5635,moderate 377,Mozambique,2020,capital,Education,Senior,29.66,333747,0.3825,206080,0.1719,35425,7,0.5795,0.6968,167.24,0.0662,0.2149,0.2176,0.3626,low 378,Senegal,2019,rural,ICT,Junior,15.76,397164,0.3082,274743,0.1631,44798,8,0.5775,0.7582,221.07,0.0626,0.3324,0.3917,0.4198,low 379,Rwanda,2024,rural,Justice,Mid_Level,14.0,481916,0.1937,388589,0.2184,84878,18,0.5813,0.8693,567.79,0.0747,0.4183,0.6844,0.5419,moderate 380,South Africa,2025,capital,Education,Junior,62.5,3238174,0.2053,2573431,0.3606,928095,21,0.5568,0.8323,362.01,0.0934,0.4763,0.6053,0.5744,moderate 381,Uganda,2018,rural,Social_Services,Junior,40.56,289962,0.4636,155529,0.1443,22442,9,0.526,0.7266,289.88,0.0658,0.3234,0.3457,0.3686,low 382,Tanzania,2020,rural,Security,Mid_Level,59.53,1177411,0.3607,752721,0.1493,112350,6,0.582,0.7624,219.72,0.0497,0.3735,0.4398,0.4078,low 383,Kenya,2023,capital,Administration,Senior,53.87,1974636,0.1909,1597741,0.3768,601963,21,0.6008,0.8358,688.68,0.0902,0.5113,0.5401,0.5795,moderate 384,Mozambique,2019,remote,Administration,Director,28.88,282590,0.6,113036,0.1,11303,5,0.4647,0.7146,215.44,0.0623,0.2195,0.2145,0.2881,critical 385,Ghana,2020,rural,Education,Senior,31.29,716284,0.3883,438132,0.2127,93175,10,0.4976,0.7919,281.85,0.0526,0.3453,0.4688,0.4313,low 386,Nigeria,2022,urban,ICT,Mid_Level,218.92,4291306,0.3256,2894176,0.218,630884,8,0.562,0.6811,277.27,0.0528,0.3378,0.3434,0.4134,low 387,Kenya,2022,rural,Education,Junior,52.76,1695114,0.3044,1179195,0.2084,245727,20,0.5506,0.7971,568.19,0.079,0.4211,0.7696,0.5146,moderate 388,Uganda,2019,urban,Education,Mid_Level,41.86,363555,0.325,245404,0.2175,53369,8,0.6039,0.7976,314.18,0.0624,0.335,0.3909,0.4354,low 389,DRC,2023,urban,Security,Junior,101.74,670898,0.4761,351480,0.1309,46002,3,0.455,0.6905,142.95,0.0657,0.239,0.1816,0.3168,critical 390,Nigeria,2024,urban,Infrastructure,Junior,230.0,3918073,0.3476,2556337,0.2482,634360,8,0.6009,0.7546,201.74,0.0635,0.3177,0.3302,0.4231,low 391,Ethiopia,2023,capital,Health,Mid_Level,122.93,1278282,0.472,674880,0.1829,123453,3,0.5148,0.5976,129.55,0.0495,0.238,0.1766,0.3163,critical 392,Mozambique,2023,capital,Education,Mid_Level,32.13,328370,0.4606,177114,0.1297,22970,4,0.4928,0.6326,147.64,0.0699,0.234,0.1715,0.3127,critical 393,Ethiopia,2021,rural,Education,Mid_Level,117.0,1293323,0.5855,536080,0.1241,66533,4,0.5879,0.6248,85.69,0.0541,0.1893,0.2005,0.2774,critical 394,Ethiopia,2018,rural,Administration,Junior,108.65,1174127,0.6,469650,0.1216,57113,5,0.4578,0.6548,117.7,0.0559,0.1854,0.2385,0.2835,critical 395,Ethiopia,2019,capital,Health,Mid_Level,111.37,1313803,0.3779,817283,0.1644,134396,5,0.4859,0.704,106.06,0.0528,0.2386,0.2248,0.3611,low 396,Senegal,2020,rural,Infrastructure,Junior,16.18,392237,0.3567,252333,0.1683,42476,11,0.5227,0.6752,319.27,0.0612,0.3603,0.416,0.4093,low 397,South Africa,2022,capital,ICT,Mid_Level,61.02,3399878,0.2239,2638723,0.3539,933958,14,0.531,0.7949,548.63,0.0921,0.461,0.6065,0.5435,moderate 398,Tanzania,2023,capital,Administration,Junior,65.05,1030790,0.2296,794072,0.2657,211012,7,0.5537,0.6984,204.12,0.0691,0.313,0.323,0.4449,low 399,Senegal,2022,remote,Education,Junior,17.07,429768,0.4336,243406,0.1485,36155,12,0.5806,0.7327,223.65,0.0652,0.3728,0.4721,0.4031,low 400,Nigeria,2022,urban,Infrastructure,Mid_Level,218.92,4282105,0.3768,2668595,0.2369,632093,7,0.5391,0.77,312.29,0.0579,0.3578,0.396,0.4234,low 401,Botswana,2022,capital,Administration,Director,2.52,115204,0.1718,95411,0.3497,33363,23,0.5794,0.8855,910.34,0.0867,0.4587,0.6894,0.5996,moderate 402,Uganda,2023,capital,Finance,Senior,47.48,391877,0.2979,275137,0.2064,56789,6,0.5463,0.7672,264.84,0.0626,0.3747,0.443,0.439,low 403,South Africa,2018,urban,Finance,Junior,59.11,3058103,0.2125,2408262,0.3063,737636,22,0.5461,0.8859,364.43,0.082,0.474,0.7272,0.5815,moderate 404,Ethiopia,2024,urban,Security,Junior,126.0,1548472,0.3934,939366,0.151,141824,4,0.5753,0.6428,126.54,0.0566,0.1967,0.1762,0.3331,critical 405,Senegal,2025,rural,Health,Mid_Level,18.49,396752,0.2612,293122,0.1807,52974,8,0.4857,0.7794,213.57,0.0694,0.3665,0.4532,0.4488,low 406,Botswana,2022,rural,Education,Mid_Level,2.52,114108,0.2927,80708,0.2418,19513,23,0.6372,0.8279,610.27,0.0759,0.442,0.6719,0.5303,moderate 407,Mozambique,2021,capital,Health,Junior,30.47,329266,0.4442,183000,0.1533,28048,4,0.5213,0.6962,137.96,0.055,0.1863,0.2321,0.3335,critical 408,Senegal,2024,capital,Social_Services,Junior,18.0,344118,0.2383,262099,0.2717,71219,10,0.6054,0.8009,183.64,0.0628,0.3786,0.4081,0.4821,low 409,Ghana,2025,rural,Health,Junior,34.71,952789,0.4315,541629,0.1724,93367,9,0.5784,0.6847,185.28,0.0693,0.3815,0.4611,0.3947,low 410,DRC,2023,urban,Administration,Junior,101.74,569352,0.6,227740,0.1218,27730,4,0.4627,0.7088,128.12,0.064,0.2361,0.1905,0.2894,critical 411,Nigeria,2023,rural,Justice,Senior,224.39,4730228,0.3722,2969754,0.152,451492,12,0.625,0.8201,270.78,0.0572,0.3773,0.4405,0.4298,low 412,Nigeria,2018,rural,Health,Mid_Level,198.33,3656799,0.3696,2305359,0.1468,338502,12,0.5882,0.8148,245.5,0.0579,0.3351,0.4186,0.4219,low 413,Ethiopia,2020,rural,Social_Services,Senior,114.15,1264104,0.6,505641,0.1027,51933,3,0.5439,0.6564,204.18,0.0501,0.2412,0.2395,0.2797,critical 414,Nigeria,2021,remote,Education,Mid_Level,213.58,4757522,0.6,1903008,0.1378,262206,9,0.5875,0.7786,194.87,0.0507,0.3786,0.4201,0.3536,low 415,Ethiopia,2022,remote,Security,Junior,119.93,1401984,0.6,560793,0.1,56079,5,0.5214,0.6795,134.78,0.0679,0.1824,0.2204,0.2797,critical 416,DRC,2022,capital,Security,Mid_Level,98.59,595728,0.5364,276173,0.1184,32712,3,0.4891,0.6383,134.11,0.0683,0.2239,0.1739,0.2885,critical 417,Uganda,2020,capital,Security,Junior,43.2,348226,0.402,208230,0.2208,45970,6,0.4977,0.773,257.42,0.0503,0.3893,0.402,0.4148,low 418,Mozambique,2021,capital,Education,Junior,30.47,283697,0.3944,171820,0.1495,25685,7,0.5979,0.6135,91.21,0.0668,0.2412,0.2291,0.3453,critical 419,Kenya,2018,capital,Health,Senior,48.55,1740825,0.181,1425757,0.3415,486879,14,0.573,0.7702,815.71,0.0875,0.5154,0.6064,0.5528,moderate 420,Tanzania,2024,rural,Health,Junior,67.0,1255605,0.3626,800267,0.1389,111155,7,0.475,0.7467,266.11,0.0522,0.3723,0.365,0.3973,low 421,Nigeria,2020,capital,Justice,Director,208.37,4157996,0.245,3139105,0.2339,734233,7,0.5823,0.6877,799.93,0.0621,0.3519,0.4556,0.4486,low 422,Rwanda,2018,rural,Health,Senior,12.14,367480,0.1781,302038,0.2587,78141,17,0.5064,0.9006,734.19,0.0922,0.5099,0.6821,0.567,moderate 423,Rwanda,2020,capital,ICT,Junior,12.73,385312,0.1309,334874,0.3278,109783,26,0.658,0.8971,610.64,0.0734,0.485,0.5224,0.5995,moderate 424,Kenya,2023,urban,Agriculture,Junior,53.87,2066065,0.2282,1594590,0.3429,546747,12,0.629,0.8071,442.83,0.072,0.4558,0.6637,0.5417,moderate 425,South Africa,2019,urban,Security,Senior,59.58,3340240,0.2662,2451143,0.3099,759563,23,0.5098,0.8099,550.68,0.0854,0.4707,0.6895,0.5559,moderate 426,Mozambique,2020,rural,Finance,Junior,29.66,290432,0.6,116172,0.1022,11871,4,0.542,0.6252,85.04,0.0517,0.2098,0.1848,0.2688,critical 427,Botswana,2023,capital,Justice,Junior,2.56,119450,0.1881,96980,0.3894,37759,16,0.57,0.9342,640.7,0.0711,0.5276,0.6097,0.5942,moderate 428,Mozambique,2019,rural,Infrastructure,Mid_Level,28.88,317212,0.5383,146444,0.1059,15501,5,0.4487,0.6341,152.4,0.0596,0.1853,0.215,0.2895,critical 429,Senegal,2025,remote,Agriculture,Junior,18.49,416535,0.4562,226519,0.149,33743,13,0.5446,0.6928,260.38,0.0518,0.3039,0.3998,0.38,low 430,Ethiopia,2023,remote,Justice,Senior,122.93,1590211,0.6,636084,0.1,63608,5,0.4608,0.5926,142.89,0.0678,0.2254,0.2359,0.2725,critical 431,Uganda,2025,remote,Health,Senior,50.57,445642,0.6,178256,0.1,17825,5,0.5861,0.7011,345.44,0.0589,0.3106,0.3233,0.306,critical 432,Mozambique,2025,remote,Administration,Junior,33.89,310451,0.6,124180,0.1,12418,4,0.5592,0.7146,122.07,0.0573,0.2032,0.1677,0.2793,critical 433,Ghana,2020,urban,Finance,Mid_Level,31.29,864108,0.2403,656440,0.2313,151842,9,0.4772,0.7606,296.23,0.0693,0.3642,0.3845,0.4592,low 434,Ghana,2019,urban,Education,Senior,30.64,763056,0.2404,579595,0.2524,146304,9,0.6033,0.6826,265.39,0.0524,0.3826,0.4038,0.4565,low 435,Senegal,2023,urban,Health,Senior,17.53,349948,0.1976,280793,0.2518,70696,8,0.4675,0.7951,373.11,0.0538,0.3341,0.4367,0.4799,low 436,Senegal,2018,capital,Agriculture,Mid_Level,15.34,385335,0.2052,306279,0.2337,71585,11,0.5666,0.6959,257.93,0.0527,0.3862,0.4536,0.473,low 437,Senegal,2021,remote,ICT,Junior,16.62,351072,0.4213,203182,0.1177,23906,10,0.5013,0.8178,236.74,0.0663,0.3381,0.3411,0.3897,low 438,Rwanda,2024,capital,Health,Junior,14.0,443549,0.1349,383722,0.3069,117763,22,0.543,0.7659,510.44,0.0677,0.4588,0.6867,0.5774,moderate 439,Ghana,2023,urban,Education,Junior,33.3,946627,0.2366,722677,0.2439,176250,12,0.4969,0.6985,189.38,0.0634,0.3618,0.424,0.4652,low 440,Tanzania,2024,urban,Administration,Mid_Level,67.0,1316243,0.3233,890767,0.2064,183894,7,0.5157,0.6896,242.69,0.049,0.2979,0.469,0.4184,low 441,Kenya,2023,urban,Education,Mid_Level,53.87,2106890,0.2148,1654239,0.3175,525170,17,0.5417,0.8838,644.29,0.0776,0.4742,0.6313,0.5613,moderate 442,DRC,2021,remote,Security,Junior,95.53,551097,0.6,220438,0.1,22043,4,0.5642,0.6709,98.29,0.0655,0.2238,0.181,0.2761,critical 443,Senegal,2022,rural,Social_Services,Junior,17.07,341079,0.3222,231189,0.1547,35763,10,0.5867,0.6973,243.99,0.0718,0.3506,0.3997,0.4128,low 444,Ghana,2022,capital,Health,Mid_Level,32.62,789896,0.2198,616252,0.2527,155707,15,0.4814,0.7875,232.3,0.0624,0.3235,0.3449,0.4807,low 445,Ethiopia,2022,rural,Education,Junior,119.93,1415248,0.5584,624935,0.1142,71358,3,0.5135,0.5997,118.96,0.0555,0.207,0.1947,0.2766,critical 446,Uganda,2025,urban,Social_Services,Junior,50.57,386592,0.3362,256633,0.1879,48227,8,0.586,0.7599,271.01,0.0523,0.3014,0.4467,0.4217,low 447,Kenya,2019,capital,Administration,Director,49.57,1795522,0.1713,1488017,0.3696,549957,14,0.5442,0.8257,1559.52,0.0934,0.5122,0.5488,0.5645,moderate 448,Botswana,2021,capital,Administration,Junior,2.49,96928,0.1817,79312,0.3975,31530,27,0.5304,0.9012,361.2,0.0649,0.4843,0.5775,0.6128,moderate 449,Ethiopia,2022,capital,Health,Mid_Level,119.93,1314009,0.4463,727595,0.1806,131400,3,0.5534,0.6199,112.05,0.0501,0.2313,0.2049,0.3277,critical 450,DRC,2022,remote,Education,Senior,98.59,630521,0.6,252208,0.1,25220,5,0.4625,0.6885,212.89,0.0635,0.1961,0.2372,0.2841,critical 451,DRC,2019,rural,Infrastructure,Junior,89.7,574127,0.6,229650,0.1,22965,4,0.4927,0.6772,95.29,0.0683,0.2385,0.1722,0.2777,critical 452,Kenya,2023,urban,Infrastructure,Mid_Level,53.87,1879037,0.2106,1483262,0.2831,419963,16,0.6258,0.7837,529.27,0.0699,0.5409,0.6706,0.5468,moderate 453,Ghana,2021,capital,Finance,Director,31.94,800829,0.2371,610975,0.3157,192897,11,0.5322,0.7255,494.09,0.0651,0.3892,0.4649,0.4914,low 454,Kenya,2025,urban,Education,Mid_Level,56.15,2233531,0.2209,1740163,0.3075,535141,19,0.6231,0.9213,578.96,0.0779,0.4567,0.65,0.568,moderate 455,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1022717,0.5226,488242,0.1183,57762,6,0.582,0.7289,239.89,0.0529,0.3556,0.4323,0.352,low 456,Uganda,2025,capital,ICT,Mid_Level,50.57,378365,0.3174,258255,0.1972,50915,9,0.5025,0.7444,280.86,0.0689,0.3666,0.4405,0.4348,low 457,Ethiopia,2019,remote,Education,Junior,111.37,1527321,0.6,610928,0.1,61092,5,0.4917,0.6023,127.28,0.0662,0.2285,0.1724,0.2679,critical 458,South Africa,2022,rural,Health,Junior,61.02,2751280,0.3454,1801070,0.2289,412297,22,0.6695,0.8005,544.73,0.0708,0.4191,0.7172,0.5096,moderate 459,Rwanda,2021,remote,Infrastructure,Junior,13.04,385261,0.2379,293602,0.1964,57664,27,0.579,0.8547,550.84,0.0891,0.4283,0.5259,0.5307,moderate 460,Ghana,2018,urban,Finance,Junior,30.01,730351,0.2637,537760,0.2379,127930,15,0.5767,0.7333,251.04,0.0555,0.3872,0.412,0.471,low 461,Senegal,2021,remote,Social_Services,Senior,16.62,335487,0.3488,218467,0.1421,31036,10,0.5698,0.7891,328.95,0.0548,0.349,0.3638,0.413,low 462,Ghana,2023,rural,Finance,Mid_Level,33.3,835123,0.3907,508879,0.1798,91510,14,0.5919,0.715,258.4,0.0685,0.3237,0.4378,0.4157,low 463,Ethiopia,2025,remote,Finance,Mid_Level,129.15,1778443,0.6,711377,0.1,71137,3,0.5566,0.6401,101.77,0.0563,0.2262,0.1972,0.2709,critical 464,Botswana,2024,rural,ICT,Senior,2.6,108384,0.268,79333,0.2301,18257,29,0.5718,0.878,907.12,0.0691,0.5411,0.5232,0.5512,moderate 465,Ethiopia,2021,rural,Education,Mid_Level,117.0,1578779,0.5864,652981,0.1147,74872,6,0.5669,0.5903,151.88,0.0491,0.2156,0.206,0.2778,critical 466,DRC,2024,capital,Health,Senior,105.0,563756,0.4741,296460,0.1348,39949,4,0.4712,0.6245,230.65,0.0588,0.1813,0.1776,0.3047,critical 467,Kenya,2020,remote,Education,Junior,50.61,1778312,0.2813,1278096,0.1566,200166,22,0.6241,0.7736,484.61,0.0695,0.4346,0.6726,0.5006,moderate 468,South Africa,2022,rural,Administration,Junior,61.02,3644441,0.3445,2389072,0.2338,558488,24,0.513,0.8601,566.49,0.073,0.5434,0.5825,0.5239,moderate 469,Kenya,2024,capital,Health,Junior,55.0,2129467,0.1544,1800655,0.3738,673164,14,0.5481,0.825,385.44,0.0942,0.4809,0.6995,0.5816,moderate 470,Senegal,2022,urban,Agriculture,Senior,17.07,397901,0.2462,299954,0.2571,77127,11,0.5331,0.7687,362.3,0.0662,0.3992,0.4736,0.4828,low 471,Tanzania,2024,rural,Justice,Junior,67.0,1198408,0.3576,769908,0.1334,102739,11,0.6034,0.7521,213.12,0.0646,0.3432,0.4485,0.4134,low 472,Botswana,2025,urban,Education,Junior,2.64,104267,0.181,85395,0.3161,26992,17,0.5291,0.7922,569.65,0.0674,0.5438,0.5775,0.5572,moderate 473,Rwanda,2018,capital,Security,Junior,12.14,365330,0.1216,320895,0.4042,129694,19,0.5608,0.9098,423.47,0.0725,0.5353,0.5911,0.6172,moderate 474,Nigeria,2018,urban,Health,Director,198.33,4135319,0.3487,2693304,0.2103,566456,11,0.5729,0.6841,767.82,0.0619,0.3807,0.3621,0.4198,low 475,Uganda,2018,rural,Social_Services,Junior,40.56,278127,0.6,111250,0.1277,14201,6,0.5442,0.69,185.8,0.0486,0.3937,0.3698,0.3268,critical 476,Senegal,2023,remote,Security,Mid_Level,17.53,388009,0.3851,238602,0.1384,33028,14,0.604,0.7386,224.87,0.0692,0.3118,0.4559,0.4109,low 477,Botswana,2020,rural,Social_Services,Mid_Level,2.45,100059,0.2868,71366,0.2581,18420,20,0.5817,0.839,554.92,0.0684,0.4805,0.7518,0.5419,moderate 478,Ethiopia,2018,rural,Security,Senior,108.65,1340476,0.6,536190,0.1027,55057,4,0.5844,0.7002,186.26,0.0594,0.2069,0.1647,0.2779,critical 479,Nigeria,2025,rural,Finance,Junior,235.75,4492811,0.3822,2775798,0.1792,497362,10,0.4969,0.7685,321.88,0.0509,0.3456,0.3991,0.414,low 480,Uganda,2019,urban,Agriculture,Junior,41.86,300191,0.4627,161284,0.1816,29290,8,0.5522,0.8009,285.98,0.0682,0.3631,0.3919,0.3954,low 481,Mozambique,2021,urban,Finance,Junior,30.47,297701,0.4129,174781,0.1192,20842,5,0.5593,0.6601,142.04,0.061,0.2323,0.2237,0.3337,critical 482,Uganda,2018,remote,Health,Mid_Level,40.56,352970,0.6,141188,0.1081,15263,6,0.4549,0.6763,189.23,0.0504,0.3616,0.4041,0.32,critical 483,DRC,2021,rural,Health,Junior,95.53,620893,0.6,248357,0.1,24835,2,0.5535,0.7001,113.78,0.0538,0.1813,0.2073,0.2739,critical 484,Ethiopia,2025,rural,Education,Mid_Level,129.15,1704191,0.6,681676,0.1227,83671,4,0.4925,0.6608,117.46,0.0715,0.211,0.1908,0.28,critical 485,DRC,2021,rural,Education,Mid_Level,95.53,552672,0.6,221068,0.1,22106,2,0.5317,0.6506,116.62,0.0653,0.2263,0.2277,0.273,critical 486,Tanzania,2020,urban,Security,Mid_Level,59.53,1113883,0.3036,775712,0.2332,180925,7,0.5368,0.6987,236.09,0.0639,0.3493,0.3807,0.4277,low 487,South Africa,2025,rural,Infrastructure,Director,62.5,3237130,0.3814,2002461,0.2269,454350,17,0.5404,0.783,1251.35,0.0702,0.5097,0.5694,0.4792,low 488,Kenya,2018,remote,Security,Director,48.55,1694169,0.2745,1229103,0.1717,211096,18,0.4888,0.9114,1339.98,0.0878,0.4891,0.6808,0.523,moderate 489,Kenya,2020,remote,Finance,Junior,50.61,1535443,0.3559,989004,0.1924,190247,21,0.6194,0.9334,566.85,0.0749,0.5049,0.5407,0.5062,moderate 490,Ethiopia,2019,urban,Education,Director,111.37,1535080,0.4481,847200,0.1637,138658,4,0.4602,0.6288,252.01,0.0559,0.192,0.169,0.3193,critical 491,Ghana,2019,remote,Health,Junior,30.64,772647,0.4238,445189,0.1478,65788,9,0.5599,0.7595,277.14,0.0616,0.3435,0.376,0.3894,low 492,Kenya,2019,urban,Health,Junior,49.57,1827593,0.1708,1515429,0.2676,405545,19,0.5583,0.9013,631.19,0.0946,0.4791,0.5887,0.5637,moderate 493,DRC,2022,rural,Security,Junior,98.59,514119,0.6,205647,0.1,20564,3,0.5775,0.5868,127.33,0.0707,0.2012,0.2022,0.2609,critical 494,Senegal,2023,urban,Finance,Senior,17.53,413971,0.273,300964,0.2824,84999,10,0.58,0.7654,412.49,0.0658,0.3762,0.4617,0.476,low 495,Botswana,2020,rural,Education,Mid_Level,2.45,118542,0.2813,85192,0.2624,22350,22,0.5587,0.7937,428.16,0.0932,0.4619,0.7734,0.5429,moderate 496,Senegal,2019,rural,Agriculture,Mid_Level,15.76,361580,0.3508,234739,0.201,47183,11,0.4735,0.7156,281.23,0.0599,0.3551,0.4155,0.4245,low 497,Botswana,2021,rural,Security,Mid_Level,2.49,119116,0.2913,84411,0.2765,23339,28,0.5421,0.8724,565.08,0.0793,0.4589,0.663,0.5593,moderate 498,Kenya,2020,remote,Education,Junior,50.61,1812041,0.3235,1225920,0.1476,180986,18,0.5785,0.7944,529.29,0.0822,0.5302,0.614,0.4846,low 499,Senegal,2019,remote,Agriculture,Junior,15.76,379960,0.3559,244741,0.1459,35715,12,0.6251,0.8198,216.16,0.0664,0.3308,0.4207,0.4256,low 500,Nigeria,2022,capital,Health,Junior,218.92,3889646,0.2709,2835869,0.2828,801886,10,0.5881,0.8007,285.24,0.0574,0.3882,0.4387,0.4808,low 501,Tanzania,2023,remote,Agriculture,Mid_Level,65.05,1307923,0.486,672294,0.1286,86451,6,0.4456,0.7542,186.04,0.0714,0.2981,0.4349,0.3621,low 502,Senegal,2019,remote,Education,Junior,15.76,297420,0.4136,174393,0.154,26860,14,0.5289,0.7474,190.07,0.0605,0.3605,0.3602,0.4043,low 503,Ethiopia,2022,remote,Health,Junior,119.93,1313903,0.6,525561,0.1,52556,5,0.458,0.681,147.87,0.0702,0.2201,0.1758,0.2792,critical 504,Tanzania,2018,capital,ICT,Director,56.11,974227,0.2456,734953,0.2359,173380,7,0.604,0.7082,575.93,0.0583,0.3106,0.3813,0.4405,low 505,Ghana,2024,capital,Agriculture,Junior,34.0,765986,0.1932,618009,0.274,169339,9,0.5162,0.7965,282.95,0.0707,0.3423,0.4332,0.4897,low 506,Kenya,2023,capital,Education,Mid_Level,53.87,2053202,0.1773,1689270,0.3086,521234,22,0.5202,0.9275,592.71,0.0908,0.5334,0.5741,0.5877,moderate 507,Botswana,2023,rural,Justice,Junior,2.56,104243,0.2347,79779,0.2672,21314,23,0.6518,0.8957,552.85,0.0724,0.4869,0.6072,0.5594,moderate 508,South Africa,2019,capital,Education,Junior,59.58,3225769,0.1881,2619060,0.352,921848,14,0.5796,0.8616,451.24,0.0687,0.5573,0.6719,0.5781,moderate 509,Senegal,2023,urban,Social_Services,Senior,17.53,372021,0.2615,274748,0.2264,62212,12,0.5314,0.676,477.49,0.0688,0.328,0.4796,0.4534,low 510,Mozambique,2020,rural,Social_Services,Junior,29.66,292240,0.6,116896,0.1,11689,5,0.4903,0.673,93.79,0.0536,0.2233,0.1725,0.278,critical 511,Ethiopia,2021,rural,Justice,Junior,117.0,1552307,0.6,620922,0.1066,66190,5,0.5556,0.6631,124.21,0.0656,0.2415,0.2063,0.2834,critical 512,Mozambique,2024,rural,Social_Services,Director,33.0,299615,0.4989,150130,0.1034,15525,5,0.531,0.6887,377.71,0.058,0.2237,0.1757,0.3069,critical 513,Uganda,2022,capital,Infrastructure,Mid_Level,46.01,394064,0.3815,243718,0.2011,49006,5,0.46,0.821,313.35,0.0558,0.3247,0.3898,0.412,low 514,Tanzania,2023,urban,Health,Junior,65.05,1086777,0.2762,786607,0.1938,152444,9,0.5403,0.7156,258.08,0.0598,0.3811,0.473,0.4446,low 515,Ethiopia,2019,remote,Security,Mid_Level,111.37,1285992,0.6,514396,0.1,51439,6,0.5407,0.6373,123.15,0.049,0.1894,0.2099,0.2755,critical 516,Rwanda,2022,rural,Security,Mid_Level,13.35,438426,0.1787,360080,0.2487,89540,28,0.5707,0.7983,414.16,0.0703,0.4935,0.5553,0.5621,moderate 517,Rwanda,2023,capital,Health,Junior,13.67,372240,0.1721,308160,0.3319,102293,20,0.5272,0.8286,531.75,0.089,0.4701,0.6828,0.5795,moderate 518,DRC,2021,remote,Agriculture,Junior,95.53,608202,0.6,243280,0.1,24328,5,0.5791,0.6106,140.65,0.0624,0.2122,0.2011,0.2704,critical 519,Ghana,2024,rural,Infrastructure,Junior,34.0,836817,0.4188,486393,0.2085,101388,9,0.5977,0.799,257.0,0.0485,0.3566,0.3287,0.4083,low 520,Botswana,2020,urban,Administration,Junior,2.45,122141,0.2206,95193,0.3165,30127,18,0.608,0.8937,467.73,0.085,0.5065,0.7123,0.5749,moderate 521,Kenya,2023,capital,Health,Junior,53.87,2130026,0.2098,1683199,0.366,616015,13,0.5643,0.7968,460.52,0.0725,0.5384,0.5576,0.5507,moderate 522,Rwanda,2023,remote,Security,Junior,13.67,460340,0.2855,328934,0.1741,57263,27,0.6771,0.8461,509.4,0.0785,0.4272,0.7246,0.5318,moderate 523,DRC,2019,urban,Education,Junior,89.7,522456,0.5655,227012,0.109,24736,3,0.5687,0.7112,117.02,0.0558,0.1815,0.1629,0.2845,critical 524,Uganda,2021,remote,Security,Junior,44.58,406733,0.6,162693,0.1,16269,7,0.4823,0.8078,229.18,0.0638,0.3383,0.4643,0.3439,critical 525,Nigeria,2023,urban,Health,Director,224.39,4550836,0.3085,3146984,0.2572,809373,7,0.4985,0.7555,564.93,0.0594,0.3253,0.3408,0.4346,low 526,South Africa,2018,capital,ICT,Mid_Level,59.11,3122220,0.2175,2443292,0.4016,981311,15,0.5224,0.8765,493.72,0.0886,0.5484,0.7341,0.5933,moderate 527,Uganda,2019,capital,Health,Senior,41.86,376453,0.4213,217866,0.1973,42982,9,0.5418,0.7984,385.88,0.0515,0.3058,0.4732,0.4142,low 528,Uganda,2021,urban,Education,Junior,44.58,404266,0.3342,269177,0.1705,45894,8,0.5399,0.6943,180.17,0.0534,0.3249,0.3223,0.3979,low 529,Kenya,2019,rural,Social_Services,Senior,49.57,1677710,0.2505,1257449,0.2576,323907,20,0.5865,0.8083,669.59,0.0805,0.4962,0.5236,0.525,moderate 530,South Africa,2025,urban,Agriculture,Junior,62.5,3575602,0.2808,2571417,0.3044,782782,21,0.6117,0.907,411.83,0.0921,0.4843,0.5451,0.5474,moderate 531,Kenya,2018,capital,Education,Mid_Level,48.55,1826137,0.1574,1538622,0.3857,593383,13,0.5685,0.9229,599.75,0.0847,0.5217,0.5549,0.5856,moderate 532,Mozambique,2018,urban,Health,Junior,28.12,257940,0.5039,127952,0.1544,19756,7,0.5619,0.605,87.48,0.0637,0.219,0.1896,0.3117,critical 533,Ethiopia,2021,rural,Education,Junior,117.0,1369666,0.6,547866,0.1273,69751,5,0.5561,0.6899,92.17,0.0637,0.2089,0.2058,0.2893,critical 534,Senegal,2018,remote,ICT,Junior,15.34,308419,0.3532,199488,0.1457,29073,11,0.4913,0.7971,228.02,0.0591,0.3382,0.4034,0.4194,low 535,South Africa,2021,capital,Finance,Director,60.54,3211166,0.266,2357077,0.3837,904373,23,0.5553,0.8994,1073.24,0.0646,0.4401,0.5256,0.5684,moderate 536,Nigeria,2025,remote,Justice,Junior,235.75,5279308,0.6,2111723,0.1197,252686,10,0.5662,0.6786,250.23,0.0656,0.3173,0.391,0.3275,critical 537,Botswana,2022,rural,ICT,Senior,2.52,117707,0.2604,87052,0.2771,24123,23,0.5137,0.8837,847.35,0.0804,0.5444,0.6948,0.5682,moderate 538,Mozambique,2020,capital,Health,Junior,29.66,293269,0.3328,195659,0.1371,26826,5,0.5638,0.6853,111.57,0.0521,0.1855,0.167,0.3516,low 539,Nigeria,2021,capital,Education,Director,213.58,4281174,0.3387,2831066,0.224,634080,8,0.6033,0.7325,680.65,0.0714,0.3553,0.3689,0.4236,low 540,Uganda,2022,capital,Health,Junior,46.01,410491,0.3847,252589,0.1973,49834,6,0.5528,0.8129,219.87,0.0557,0.3872,0.4629,0.4251,low 541,Mozambique,2025,urban,Health,Junior,33.89,318144,0.4983,159602,0.1193,19045,6,0.5879,0.712,130.81,0.0708,0.1833,0.1887,0.3142,critical 542,South Africa,2018,remote,Administration,Junior,59.11,2679747,0.4048,1595114,0.1753,279638,24,0.5353,0.8994,516.34,0.0761,0.4379,0.7794,0.5093,moderate 543,Senegal,2022,urban,Education,Director,17.07,411629,0.2732,299152,0.255,76280,13,0.5188,0.7806,589.17,0.0624,0.4023,0.4775,0.483,low 544,South Africa,2022,urban,Administration,Executive,61.02,3504357,0.2119,2761826,0.3281,906054,24,0.644,0.8912,2201.51,0.0773,0.4758,0.7303,0.5933,moderate 545,Tanzania,2020,rural,Security,Senior,59.53,1013616,0.4343,573387,0.1383,79293,7,0.5149,0.6833,475.73,0.0696,0.3026,0.4541,0.3717,low 546,Uganda,2022,rural,Administration,Mid_Level,46.01,325701,0.4326,184816,0.1399,25850,9,0.5477,0.7309,179.64,0.07,0.3319,0.4328,0.3854,low 547,Senegal,2023,urban,Health,Junior,17.53,364435,0.2625,268783,0.27,72581,9,0.5405,0.6811,207.14,0.0663,0.3808,0.4442,0.4591,low 548,Nigeria,2019,rural,Finance,Executive,203.29,4253651,0.5283,2006292,0.1501,301195,9,0.5797,0.7302,1079.51,0.0603,0.4017,0.3478,0.3624,low 549,DRC,2025,urban,Finance,Mid_Level,108.36,604395,0.6,241758,0.1298,31370,5,0.5975,0.6721,116.52,0.0684,0.18,0.2268,0.2864,critical 550,Senegal,2021,rural,Education,Junior,16.62,314222,0.3141,215517,0.1743,37558,9,0.4954,0.7626,222.67,0.0679,0.3092,0.4124,0.4241,low 551,Botswana,2019,urban,Infrastructure,Mid_Level,2.41,106241,0.1897,86085,0.3342,28771,22,0.5656,0.8782,480.45,0.0889,0.4791,0.5813,0.5789,moderate 552,Nigeria,2020,capital,Infrastructure,Senior,208.37,4503819,0.2925,3186295,0.229,729746,12,0.4751,0.7349,455.24,0.0574,0.3099,0.3626,0.4416,low 553,Botswana,2022,capital,Security,Junior,2.52,107925,0.1506,91672,0.4423,40547,21,0.6258,0.8399,377.56,0.0781,0.4911,0.639,0.6144,moderate 554,Ethiopia,2024,remote,Justice,Mid_Level,126.0,1530801,0.6,612320,0.1,61232,5,0.5757,0.6197,149.0,0.0684,0.2052,0.2327,0.2743,critical 555,Ethiopia,2018,capital,Education,Mid_Level,108.65,1245686,0.4943,629984,0.1556,98049,4,0.5369,0.5855,136.38,0.0571,0.2401,0.2153,0.3087,critical 556,Uganda,2018,capital,Health,Director,40.56,342412,0.3496,222713,0.1911,42567,9,0.488,0.781,723.75,0.0551,0.3505,0.3557,0.4207,low 557,Ghana,2021,remote,Security,Senior,31.94,808349,0.403,482562,0.1564,75466,12,0.4949,0.7369,405.34,0.0656,0.323,0.4602,0.4072,low 558,South Africa,2021,capital,Education,Senior,60.54,3068012,0.2265,2373150,0.3466,822457,22,0.6376,0.8227,950.29,0.065,0.436,0.6731,0.5693,moderate 559,Senegal,2023,urban,Infrastructure,Junior,17.53,391845,0.2585,290558,0.2813,81748,10,0.564,0.7617,222.63,0.0541,0.4012,0.3531,0.4704,low 560,Botswana,2024,capital,Social_Services,Junior,2.6,133397,0.1805,109319,0.3536,38657,25,0.6187,0.8224,428.22,0.087,0.5255,0.6051,0.5922,moderate 561,Botswana,2025,capital,Health,Mid_Level,2.64,104756,0.153,88729,0.4041,35852,19,0.5268,0.8845,514.1,0.0909,0.5019,0.6457,0.6077,moderate 562,South Africa,2020,rural,Education,Junior,60.06,3509092,0.375,2193199,0.2605,571401,14,0.4938,0.85,573.9,0.0789,0.419,0.5679,0.4826,low 563,Mozambique,2022,rural,Health,Junior,31.29,290472,0.48,151034,0.1021,15415,4,0.5389,0.686,153.88,0.0708,0.1957,0.1624,0.3042,critical 564,Kenya,2020,rural,Health,Junior,50.61,1664114,0.2397,1265243,0.2379,300940,19,0.5821,0.9198,380.94,0.0688,0.4729,0.6905,0.5514,moderate 565,Uganda,2022,capital,ICT,Junior,46.01,352494,0.3778,219320,0.238,52208,8,0.6046,0.7031,267.82,0.0679,0.3509,0.3779,0.4134,low 566,Botswana,2025,capital,Finance,Senior,2.64,133022,0.2003,106380,0.4498,47844,16,0.6367,0.8378,818.23,0.0766,0.5361,0.6697,0.5986,moderate 567,South Africa,2024,capital,Education,Junior,62.0,2797784,0.2456,2110681,0.3549,749022,20,0.5052,0.794,536.86,0.0738,0.4481,0.5795,0.5492,moderate 568,South Africa,2019,urban,Health,Junior,59.58,3335641,0.2579,2475370,0.3566,882747,17,0.6417,0.8354,436.09,0.0929,0.5128,0.6796,0.5617,moderate 569,Ghana,2025,capital,Social_Services,Mid_Level,34.71,831398,0.2166,651309,0.2591,168782,15,0.4998,0.7139,278.67,0.065,0.3144,0.4503,0.4817,low 570,Senegal,2022,rural,Health,Junior,17.07,390881,0.2786,281964,0.1805,50906,7,0.5723,0.8099,300.83,0.071,0.3923,0.391,0.4428,low 571,Senegal,2021,remote,Administration,Executive,16.62,395008,0.3567,254099,0.1523,38709,13,0.5795,0.8036,1036.71,0.0707,0.3074,0.4582,0.4285,low 572,Rwanda,2018,urban,Health,Mid_Level,12.14,335029,0.1913,270939,0.3292,89181,30,0.5787,0.7694,582.7,0.0865,0.4967,0.732,0.5977,moderate 573,Tanzania,2024,rural,ICT,Mid_Level,67.0,1269993,0.374,794953,0.1334,106035,7,0.5698,0.7815,224.65,0.063,0.318,0.3622,0.3926,low 574,Ghana,2025,urban,Education,Mid_Level,34.71,838434,0.2948,591272,0.3069,181438,13,0.5671,0.7297,259.69,0.0557,0.2976,0.4586,0.4706,low 575,DRC,2021,rural,Health,Senior,95.53,516505,0.6,206602,0.1,20660,3,0.5782,0.6122,203.25,0.0715,0.2131,0.2154,0.2672,critical 576,Mozambique,2021,rural,Administration,Mid_Level,30.47,344492,0.5964,139028,0.1031,14338,5,0.5527,0.6997,130.53,0.0536,0.2128,0.2205,0.2875,critical 577,Uganda,2025,capital,Health,Junior,50.57,359106,0.4292,204984,0.2052,42069,7,0.4848,0.7424,322.7,0.0597,0.2984,0.3588,0.3886,low 578,Rwanda,2025,remote,Education,Mid_Level,14.34,375491,0.2784,270967,0.1566,42434,29,0.6972,0.7944,488.81,0.0673,0.4664,0.5369,0.5115,moderate 579,Kenya,2020,remote,Health,Senior,50.61,1546889,0.3414,1018758,0.1656,168692,22,0.5349,0.7955,861.92,0.0872,0.5193,0.5268,0.485,low 580,DRC,2020,remote,Agriculture,Mid_Level,92.57,521414,0.6,208565,0.1,20856,4,0.4582,0.7069,125.93,0.056,0.2035,0.218,0.2832,critical 581,Tanzania,2021,rural,Security,Junior,61.31,1250748,0.3732,783946,0.153,119949,10,0.5576,0.741,272.46,0.0697,0.3815,0.4519,0.4144,low 582,DRC,2020,urban,Infrastructure,Junior,92.57,600374,0.5019,299065,0.108,32289,3,0.4787,0.6289,127.55,0.062,0.1946,0.1765,0.2905,critical 583,Kenya,2024,capital,Infrastructure,Mid_Level,55.0,1967814,0.2078,1558967,0.3485,543285,22,0.6535,0.8015,422.35,0.075,0.4741,0.6638,0.5742,moderate 584,Nigeria,2019,capital,Education,Mid_Level,203.29,4295190,0.3571,2761231,0.2295,633709,9,0.6107,0.7785,263.84,0.061,0.3054,0.4629,0.4342,low 585,Senegal,2023,rural,Infrastructure,Junior,17.53,357209,0.3571,229653,0.1797,41271,7,0.512,0.8143,231.08,0.0579,0.363,0.4483,0.4264,low 586,Nigeria,2023,remote,Health,Director,224.39,5031621,0.5668,2179655,0.1307,284914,8,0.5237,0.7054,445.74,0.0715,0.3247,0.4149,0.3407,critical 587,Mozambique,2020,urban,Education,Junior,29.66,308869,0.5116,150836,0.1356,20458,7,0.5546,0.6639,101.07,0.0495,0.2322,0.2059,0.3169,critical 588,Kenya,2021,rural,Education,Senior,51.68,1715299,0.3155,1174199,0.2084,244711,13,0.5848,0.7927,952.21,0.085,0.4504,0.5743,0.4771,low 589,Ethiopia,2025,rural,Administration,Junior,129.15,1747581,0.6,699032,0.1177,82247,4,0.4478,0.7095,155.61,0.0567,0.238,0.1734,0.287,critical 590,Uganda,2019,capital,Education,Junior,41.86,324295,0.3079,224435,0.2245,50390,9,0.5662,0.7051,290.03,0.054,0.3772,0.4108,0.4362,low 591,Rwanda,2020,capital,Social_Services,Director,12.73,401001,0.1708,332527,0.3987,132593,20,0.6202,0.8244,1240.64,0.069,0.5598,0.7088,0.6075,moderate 592,Mozambique,2020,urban,Finance,Mid_Level,29.66,334525,0.4011,200332,0.1375,27536,6,0.5072,0.6505,91.61,0.052,0.2038,0.2332,0.3404,critical 593,South Africa,2020,capital,Justice,Director,60.06,3143886,0.1832,2567973,0.3993,1025484,18,0.6018,0.8122,876.81,0.075,0.5201,0.6222,0.5851,moderate 594,Botswana,2019,urban,Justice,Junior,2.41,114854,0.2017,91693,0.3553,32575,28,0.6845,0.8187,359.33,0.0739,0.4466,0.6623,0.5921,moderate 595,Tanzania,2025,remote,Education,Junior,69.01,1069470,0.5037,530730,0.1022,54238,11,0.6039,0.7071,279.91,0.0616,0.3816,0.3961,0.361,low 596,Ghana,2019,rural,Health,Mid_Level,30.64,700078,0.3866,429406,0.2153,92446,9,0.52,0.785,199.56,0.0616,0.368,0.3768,0.4219,low 597,Rwanda,2024,urban,Security,Junior,14.0,359918,0.1329,312089,0.3626,113159,30,0.6772,0.7989,507.64,0.0895,0.5157,0.55,0.6088,moderate 598,Tanzania,2025,capital,Health,Director,69.01,1236447,0.2506,926621,0.239,221449,11,0.4819,0.7885,562.87,0.0508,0.3418,0.4078,0.4678,low 599,Ghana,2019,urban,Security,Mid_Level,30.64,817397,0.3063,567002,0.2622,148641,11,0.5435,0.76,191.25,0.0555,0.3155,0.3817,0.4502,low 600,Kenya,2025,urban,Finance,Mid_Level,56.15,2065117,0.1972,1657811,0.3032,502595,19,0.5001,0.8568,514.2,0.0882,0.5609,0.7269,0.5813,moderate 601,Uganda,2022,capital,Agriculture,Senior,46.01,415814,0.4068,246642,0.1904,46961,8,0.5927,0.7772,416.79,0.06,0.3644,0.3671,0.4056,low 602,Ghana,2018,rural,Administration,Senior,30.01,712964,0.3015,498027,0.1831,91174,15,0.5862,0.82,339.6,0.0612,0.3805,0.3574,0.4547,low 603,Rwanda,2025,urban,Health,Junior,14.34,479395,0.1714,397219,0.3489,138598,29,0.6013,0.9008,631.26,0.0695,0.5288,0.6,0.6149,moderate 604,South Africa,2020,urban,Social_Services,Junior,60.06,3119825,0.275,2261957,0.306,692164,23,0.6705,0.7805,395.88,0.0952,0.4456,0.5405,0.5309,moderate 605,Ghana,2025,remote,Security,Mid_Level,34.71,976999,0.478,509999,0.154,78532,15,0.5857,0.7506,233.46,0.0601,0.3524,0.3777,0.3921,low 606,Ghana,2021,rural,Finance,Junior,31.94,746637,0.3214,506689,0.2133,108057,12,0.5119,0.7966,177.88,0.0522,0.3843,0.4081,0.4517,low 607,Tanzania,2024,rural,Administration,Junior,67.0,1314263,0.4291,750354,0.143,107314,11,0.5284,0.8081,265.77,0.0606,0.3143,0.4663,0.4053,low 608,South Africa,2022,capital,Health,Senior,61.02,2906054,0.237,2217304,0.3985,883672,17,0.5798,0.8058,950.84,0.0915,0.4588,0.6575,0.5654,moderate 609,DRC,2022,remote,Education,Mid_Level,98.59,667614,0.6,267045,0.1,26704,3,0.53,0.6325,153.67,0.058,0.1871,0.2267,0.2688,critical 610,South Africa,2024,rural,Justice,Junior,62.0,3426036,0.2788,2470853,0.2291,566035,25,0.6431,0.8042,383.41,0.0944,0.433,0.5868,0.5227,moderate 611,South Africa,2019,capital,Education,Executive,59.58,3007892,0.2284,2320911,0.4059,942032,20,0.6224,0.8775,2130.28,0.0848,0.534,0.7046,0.5999,moderate 612,Nigeria,2024,capital,Security,Mid_Level,230.0,4323953,0.3449,2832408,0.2372,671949,8,0.5906,0.7121,237.33,0.0568,0.3918,0.3928,0.4283,low 613,DRC,2023,rural,Security,Director,101.74,665866,0.6,266346,0.1,26634,4,0.4421,0.6188,321.91,0.0518,0.2153,0.1889,0.2682,critical 614,Ghana,2022,capital,Social_Services,Junior,32.62,727370,0.234,557136,0.2928,163118,13,0.5561,0.6815,305.73,0.059,0.3056,0.4437,0.4743,low 615,Botswana,2023,urban,Finance,Junior,2.56,116527,0.155,98462,0.3473,34196,29,0.646,0.8362,416.71,0.0878,0.4548,0.5622,0.5977,moderate 616,Ghana,2019,rural,Security,Junior,30.64,677632,0.3793,420623,0.2002,84200,13,0.4987,0.784,315.41,0.0624,0.3181,0.4287,0.43,low 617,Senegal,2020,capital,Education,Director,16.18,346480,0.2475,260723,0.2695,70264,11,0.4633,0.7706,477.93,0.0595,0.3248,0.3828,0.4693,low 618,South Africa,2022,capital,Education,Executive,61.02,2804630,0.2115,2211370,0.3577,791115,18,0.6037,0.8071,1952.32,0.0846,0.4639,0.7667,0.5757,moderate 619,Mozambique,2025,capital,Education,Junior,33.89,307064,0.3826,189576,0.1541,29212,5,0.4845,0.6212,155.43,0.0702,0.1833,0.2125,0.3381,critical 620,Uganda,2021,rural,Agriculture,Senior,44.58,310323,0.5075,152829,0.1604,24512,6,0.4654,0.7843,437.42,0.0641,0.379,0.431,0.3769,low 621,Nigeria,2019,rural,Justice,Senior,203.29,3756208,0.3829,2317814,0.1822,422229,8,0.4573,0.7988,376.35,0.0558,0.2987,0.3257,0.4021,low 622,Kenya,2024,urban,Health,Junior,55.0,1731713,0.1711,1435341,0.2873,412417,18,0.5222,0.8234,493.38,0.0774,0.4354,0.5301,0.5441,moderate 623,Ethiopia,2018,urban,Security,Junior,108.65,1416041,0.5133,689240,0.1311,90347,3,0.4652,0.5923,122.26,0.049,0.2291,0.1994,0.2936,critical 624,Mozambique,2023,rural,Infrastructure,Director,32.13,368582,0.5436,168234,0.1,16823,5,0.4768,0.654,278.11,0.0595,0.2266,0.1819,0.2906,critical 625,DRC,2022,urban,Justice,Mid_Level,98.59,504314,0.5746,214549,0.1041,22328,4,0.5264,0.6372,133.97,0.0686,0.2276,0.2036,0.2811,critical 626,Rwanda,2023,urban,Justice,Senior,13.67,365526,0.145,312515,0.3011,94093,19,0.5574,0.7978,792.99,0.0673,0.4562,0.693,0.5711,moderate 627,Mozambique,2021,urban,Social_Services,Executive,30.47,310597,0.3593,199011,0.1221,24296,7,0.5564,0.6828,530.62,0.0523,0.2067,0.2238,0.3537,low 628,Ghana,2024,capital,Agriculture,Junior,34.0,966860,0.2162,757813,0.314,237945,10,0.5588,0.7739,224.26,0.0677,0.3905,0.4568,0.5003,moderate 629,Nigeria,2020,rural,Infrastructure,Mid_Level,208.37,4139149,0.468,2201832,0.1496,329475,9,0.4842,0.717,194.17,0.0531,0.3796,0.408,0.3792,low 630,DRC,2018,rural,Administration,Senior,86.92,572046,0.6,228818,0.1,22881,5,0.59,0.6257,219.25,0.067,0.2274,0.2317,0.2773,critical 631,South Africa,2021,urban,Security,Mid_Level,60.54,3573883,0.2951,2519366,0.3695,930926,25,0.5422,0.9266,369.26,0.0818,0.4298,0.6677,0.5798,moderate 632,Mozambique,2021,capital,Security,Mid_Level,30.47,274873,0.4139,161112,0.1366,22014,4,0.4614,0.6629,140.07,0.0623,0.2295,0.2073,0.3338,critical 633,DRC,2024,remote,Education,Junior,105.0,561089,0.6,224435,0.1,22443,3,0.5707,0.7094,102.23,0.053,0.192,0.191,0.2772,critical 634,Botswana,2024,urban,Health,Mid_Level,2.6,102620,0.1819,83952,0.3589,30130,24,0.6048,0.9137,354.88,0.0888,0.4198,0.5991,0.5932,moderate 635,Botswana,2025,rural,Health,Mid_Level,2.64,126660,0.2961,89157,0.2796,24931,16,0.5639,0.791,364.33,0.0832,0.5307,0.5294,0.5105,moderate 636,Ghana,2024,rural,Justice,Junior,34.0,822866,0.3052,571690,0.1806,103273,11,0.5145,0.7013,203.31,0.0696,0.3798,0.3751,0.427,low 637,Tanzania,2025,capital,Finance,Senior,69.01,1220896,0.236,932793,0.2259,210740,9,0.5554,0.7358,359.54,0.0543,0.3537,0.3551,0.4512,low 638,Nigeria,2024,rural,Finance,Mid_Level,230.0,3919654,0.422,2265528,0.165,373792,9,0.576,0.8194,232.0,0.0564,0.3616,0.365,0.4038,low 639,South Africa,2019,remote,Social_Services,Director,59.58,2890360,0.345,1893054,0.1854,351053,25,0.5349,0.7849,926.71,0.0885,0.532,0.7008,0.5136,moderate 640,Botswana,2018,rural,Finance,Junior,2.38,100424,0.2521,75105,0.2551,19156,28,0.6074,0.8283,551.95,0.0848,0.4169,0.6808,0.5547,moderate 641,Tanzania,2019,urban,Security,Mid_Level,57.79,999314,0.2575,742002,0.216,160238,8,0.5979,0.7552,304.89,0.0574,0.3844,0.329,0.4442,low 642,Kenya,2020,capital,Health,Director,50.61,1886696,0.189,1530095,0.3393,519123,18,0.5958,0.9055,1322.67,0.088,0.4578,0.774,0.5916,moderate 643,South Africa,2018,urban,Administration,Junior,59.11,2795532,0.2427,2117075,0.339,717764,25,0.6605,0.8439,641.89,0.0846,0.5449,0.584,0.5761,moderate 644,South Africa,2021,capital,Health,Mid_Level,60.54,2840983,0.2324,2180851,0.4002,872835,14,0.5475,0.8813,616.92,0.0736,0.5597,0.7396,0.5891,moderate 645,Nigeria,2023,urban,Security,Senior,224.39,4222979,0.404,2516760,0.2593,652639,9,0.5718,0.7536,433.71,0.0678,0.2999,0.3327,0.4126,low 646,Tanzania,2020,remote,Education,Senior,59.53,1059439,0.4532,579308,0.1317,76315,9,0.5136,0.6817,287.46,0.0513,0.3358,0.4172,0.3697,low 647,South Africa,2020,capital,Education,Junior,60.06,3652974,0.2182,2855747,0.3314,946436,20,0.653,0.8987,600.87,0.0937,0.5101,0.7787,0.592,moderate 648,Nigeria,2018,rural,Social_Services,Director,198.33,3940587,0.5018,1963215,0.1526,299649,10,0.5171,0.7644,690.84,0.0563,0.3202,0.3715,0.3715,low 649,Senegal,2023,rural,Justice,Junior,17.53,422434,0.3484,275264,0.154,42379,9,0.5306,0.7291,192.61,0.053,0.3001,0.3349,0.3968,low 650,Rwanda,2020,rural,Infrastructure,Junior,12.73,400571,0.2196,312611,0.2092,65398,20,0.5317,0.867,488.49,0.0764,0.4983,0.7722,0.5545,moderate 651,Tanzania,2020,urban,Infrastructure,Mid_Level,59.53,1145543,0.3242,774142,0.1963,151959,8,0.5817,0.7322,322.64,0.0568,0.3498,0.3959,0.4224,low 652,South Africa,2021,rural,Health,Mid_Level,60.54,3322536,0.39,2026590,0.2603,527431,25,0.667,0.8243,607.97,0.0947,0.4543,0.6787,0.517,moderate 653,Tanzania,2020,rural,Health,Mid_Level,59.53,1045741,0.4098,617165,0.1345,83006,10,0.5394,0.7688,222.35,0.0515,0.3432,0.471,0.4029,low 654,Senegal,2019,rural,Health,Mid_Level,15.76,319413,0.3177,217930,0.1721,37503,8,0.5074,0.7275,253.32,0.0713,0.3469,0.4663,0.424,low 655,Senegal,2021,capital,Education,Junior,16.62,346428,0.2476,260649,0.2832,73817,11,0.5426,0.7346,266.83,0.051,0.3146,0.3685,0.4649,low 656,Ghana,2019,rural,Health,Junior,30.64,858640,0.4316,488011,0.1953,95294,12,0.5929,0.6804,239.05,0.0504,0.3396,0.4774,0.4047,low 657,Nigeria,2024,remote,Justice,Mid_Level,230.0,4950824,0.5983,1988767,0.1246,247883,8,0.5352,0.7138,248.0,0.0515,0.3569,0.3592,0.3303,critical 658,Ghana,2020,urban,Health,Director,31.29,769746,0.254,574194,0.2314,132888,15,0.5811,0.7375,529.57,0.0659,0.3968,0.3809,0.4702,low 659,Senegal,2019,capital,Health,Mid_Level,15.76,396668,0.2586,294097,0.2917,85793,8,0.6082,0.7242,225.04,0.0645,0.3027,0.4521,0.4624,low 660,Mozambique,2025,rural,Justice,Junior,33.89,294775,0.6,117910,0.1037,12231,7,0.4672,0.6247,109.97,0.0644,0.2281,0.2369,0.2836,critical 661,South Africa,2020,urban,Health,Junior,60.06,3062606,0.2661,2247571,0.3435,771971,18,0.5933,0.9059,422.5,0.075,0.5201,0.7223,0.5745,moderate 662,Ghana,2024,capital,Infrastructure,Director,34.0,822447,0.2333,630595,0.3368,212360,9,0.5691,0.8025,494.05,0.0651,0.3468,0.4565,0.4991,low 663,Uganda,2025,remote,Health,Senior,50.57,455701,0.6,182280,0.1082,19718,5,0.5755,0.682,333.04,0.0702,0.3972,0.4787,0.3294,critical 664,Uganda,2021,capital,Infrastructure,Junior,44.58,396513,0.3687,250311,0.204,51059,5,0.5052,0.8049,280.51,0.05,0.3143,0.3828,0.4118,low 665,DRC,2018,remote,Security,Junior,86.92,566577,0.6,226630,0.1,22663,4,0.4407,0.6455,144.75,0.0703,0.2001,0.2114,0.273,critical 666,DRC,2019,rural,Education,Mid_Level,89.7,485194,0.6,194077,0.1,19407,3,0.5545,0.5974,137.31,0.0548,0.187,0.2143,0.2622,critical 667,Botswana,2021,urban,Infrastructure,Junior,2.49,96830,0.1966,77788,0.3833,29818,16,0.5434,0.8692,547.0,0.0905,0.4783,0.6625,0.5811,moderate 668,South Africa,2022,urban,Health,Junior,61.02,3560161,0.2257,2756476,0.36,992441,20,0.5625,0.9067,559.52,0.0647,0.5307,0.6518,0.5878,moderate 669,Senegal,2020,rural,Security,Junior,16.18,407554,0.3433,267651,0.1849,49485,8,0.4968,0.742,269.59,0.0603,0.3776,0.362,0.4157,low 670,Tanzania,2023,rural,Justice,Senior,65.05,1307341,0.3301,875743,0.1661,145439,11,0.556,0.7076,487.22,0.0522,0.3327,0.3475,0.4107,low 671,Mozambique,2021,urban,Infrastructure,Director,30.47,302669,0.4345,171151,0.1547,26473,7,0.4868,0.5867,323.31,0.0683,0.2133,0.1769,0.3246,critical 672,Nigeria,2023,rural,Agriculture,Senior,224.39,4870492,0.4802,2531528,0.1763,446318,10,0.5441,0.7446,422.16,0.0627,0.3489,0.3403,0.3796,low 673,Tanzania,2023,rural,Education,Junior,65.05,1081906,0.4692,574311,0.1737,99783,9,0.5202,0.7855,254.16,0.0714,0.3033,0.3255,0.3794,low 674,Tanzania,2022,capital,Agriculture,Senior,63.15,1013354,0.2577,752184,0.2485,186927,10,0.5394,0.7059,394.3,0.0589,0.3786,0.4089,0.4573,low 675,Mozambique,2020,rural,Infrastructure,Junior,29.66,302254,0.6,120901,0.107,12938,5,0.5529,0.6217,123.07,0.0606,0.1941,0.1878,0.2707,critical 676,Nigeria,2025,urban,Social_Services,Mid_Level,235.75,4761153,0.2886,3387253,0.2105,713107,8,0.5459,0.821,306.59,0.0486,0.3262,0.3452,0.4408,low 677,Tanzania,2025,capital,Education,Mid_Level,69.01,1263118,0.235,966222,0.2472,238870,6,0.4484,0.6874,229.73,0.0714,0.355,0.4408,0.4507,low 678,Ethiopia,2020,rural,ICT,Junior,114.15,1574880,0.6,629952,0.1204,75816,4,0.5382,0.6514,152.86,0.0697,0.2035,0.2357,0.2817,critical 679,Kenya,2025,urban,Health,Junior,56.15,1715938,0.1707,1422945,0.3521,500976,14,0.5878,0.8732,539.34,0.0706,0.5017,0.6826,0.5797,moderate 680,Uganda,2022,capital,Security,Junior,46.01,378137,0.3508,245478,0.1943,47688,8,0.4803,0.8149,307.68,0.0567,0.3295,0.342,0.4203,low 681,Mozambique,2025,rural,Health,Mid_Level,33.89,296796,0.593,120798,0.1011,12209,4,0.5649,0.6191,122.99,0.0633,0.2391,0.1995,0.2737,critical 682,South Africa,2025,urban,Social_Services,Junior,62.5,3518457,0.2143,2764481,0.397,1097567,25,0.5896,0.8541,529.33,0.0728,0.5156,0.7016,0.608,moderate 683,Uganda,2022,capital,Administration,Junior,46.01,382330,0.3028,266543,0.1877,50031,5,0.4987,0.7709,253.23,0.0642,0.3684,0.3424,0.4204,low 684,Rwanda,2018,urban,Security,Mid_Level,12.14,336506,0.1821,275215,0.2822,77674,26,0.5352,0.8763,475.32,0.087,0.4242,0.6643,0.5803,moderate 685,Ethiopia,2019,rural,Health,Junior,111.37,1421832,0.52,682465,0.1027,70119,5,0.5683,0.696,107.48,0.0607,0.2272,0.171,0.3024,critical 686,DRC,2023,capital,Administration,Mid_Level,101.74,609239,0.4771,318590,0.114,36305,3,0.5469,0.6553,122.11,0.0527,0.222,0.1914,0.3064,critical 687,DRC,2019,remote,Infrastructure,Mid_Level,89.7,615919,0.6,246367,0.1,24636,4,0.5366,0.6155,87.73,0.0585,0.1791,0.1657,0.2618,critical 688,Kenya,2022,rural,Health,Mid_Level,52.76,2095770,0.2963,1474870,0.2431,358589,19,0.5284,0.8264,634.78,0.0852,0.5325,0.7719,0.5386,moderate 689,Senegal,2019,urban,Security,Junior,15.76,354017,0.273,257368,0.2546,65516,9,0.572,0.6969,309.22,0.0504,0.3882,0.3996,0.4512,low 690,Rwanda,2021,urban,Education,Mid_Level,13.04,432193,0.1815,353749,0.2907,102838,27,0.6731,0.9044,477.69,0.0655,0.5534,0.6229,0.5981,moderate 691,Ethiopia,2020,rural,Education,Senior,114.15,1195580,0.6,478232,0.1277,61046,6,0.5906,0.6982,156.12,0.0712,0.237,0.2027,0.2956,critical 692,South Africa,2021,capital,Agriculture,Mid_Level,60.54,3115976,0.2194,2432237,0.3863,939606,14,0.6324,0.8143,392.27,0.0642,0.5425,0.7444,0.5776,moderate 693,Uganda,2018,capital,Finance,Junior,40.56,347451,0.2964,244481,0.2131,52106,6,0.5185,0.7387,197.97,0.0533,0.3043,0.3384,0.4193,low 694,Nigeria,2025,urban,Education,Junior,235.75,5075929,0.3948,3072158,0.2511,771356,10,0.5907,0.7356,303.92,0.0672,0.2977,0.398,0.419,low 695,Nigeria,2020,capital,Social_Services,Junior,208.37,4455126,0.3586,2857593,0.2506,716229,9,0.553,0.7957,211.04,0.054,0.3613,0.4704,0.448,low 696,Senegal,2020,urban,ICT,Junior,16.18,310794,0.2517,232559,0.2112,49124,8,0.5515,0.7739,251.56,0.0572,0.358,0.4229,0.4541,low 697,Senegal,2024,rural,Security,Senior,18.0,436157,0.2765,315573,0.2038,64298,13,0.5223,0.678,398.39,0.0585,0.3762,0.4039,0.444,low 698,Mozambique,2018,urban,Administration,Junior,28.12,301218,0.396,181921,0.1366,24856,6,0.4847,0.6698,133.93,0.05,0.2021,0.2196,0.3428,critical 699,South Africa,2023,urban,Justice,Junior,61.51,2886540,0.2727,2099500,0.3666,769670,23,0.5354,0.8529,548.25,0.0712,0.4925,0.686,0.5768,moderate 700,Uganda,2019,urban,Education,Director,41.86,308436,0.3436,202465,0.1657,33539,5,0.4719,0.7662,444.12,0.0549,0.3036,0.3846,0.4018,low 701,Ghana,2018,rural,Security,Mid_Level,30.01,688299,0.4131,403987,0.2072,83701,9,0.5265,0.7902,221.63,0.0572,0.3636,0.3289,0.4088,low 702,Tanzania,2025,capital,Health,Junior,69.01,1204748,0.3046,837809,0.2578,215955,11,0.5495,0.7423,232.88,0.0491,0.393,0.3994,0.4564,low 703,Mozambique,2021,rural,Social_Services,Junior,30.47,323834,0.6,129533,0.1114,14426,4,0.465,0.6462,145.24,0.0712,0.216,0.177,0.2741,critical 704,Mozambique,2019,rural,Education,Mid_Level,28.88,317855,0.5506,142839,0.1,14283,4,0.4779,0.6758,109.95,0.0518,0.1852,0.1676,0.284,critical 705,Botswana,2023,urban,Infrastructure,Mid_Level,2.56,103275,0.189,83751,0.3208,26867,28,0.5309,0.837,350.17,0.0892,0.4409,0.7605,0.5986,moderate 706,DRC,2018,remote,Security,Junior,86.92,474952,0.6,189980,0.1,18998,4,0.4657,0.6309,101.1,0.0509,0.2192,0.1877,0.2703,critical 707,Tanzania,2019,remote,Justice,Senior,57.79,896492,0.5772,379040,0.1202,45574,9,0.4573,0.8096,384.88,0.0678,0.3663,0.4475,0.3611,low 708,Tanzania,2023,remote,Education,Junior,65.05,1245531,0.4953,628649,0.1211,76128,10,0.5477,0.7932,222.83,0.0686,0.3088,0.4214,0.3735,low 709,Botswana,2025,capital,Education,Junior,2.64,121044,0.1621,101417,0.3558,36082,27,0.5541,0.8558,528.44,0.0653,0.4306,0.7726,0.6146,moderate 710,Senegal,2023,capital,Social_Services,Mid_Level,17.53,336449,0.2316,258521,0.2687,69476,9,0.5967,0.7187,217.68,0.0545,0.3781,0.433,0.4707,low 711,Ethiopia,2025,urban,Justice,Mid_Level,129.15,1460847,0.3847,898857,0.1687,151668,4,0.5364,0.6564,84.32,0.0719,0.2298,0.1989,0.3473,critical 712,Ghana,2023,urban,Justice,Junior,33.3,819118,0.2522,612505,0.2662,163072,12,0.4893,0.8215,177.32,0.0482,0.3367,0.4193,0.4823,low 713,DRC,2019,rural,Security,Junior,89.7,616412,0.6,246564,0.1,24656,3,0.5442,0.6943,91.58,0.051,0.1962,0.161,0.2724,critical 714,Tanzania,2025,rural,Agriculture,Director,69.01,1365912,0.4458,757021,0.1493,112985,8,0.4988,0.727,576.07,0.0514,0.3349,0.3915,0.3776,low 715,South Africa,2020,capital,Education,Mid_Level,60.06,3393685,0.2473,2554545,0.3443,879493,14,0.5233,0.7917,468.74,0.0953,0.4431,0.6029,0.5326,moderate 716,Uganda,2023,urban,Health,Junior,47.48,429443,0.3407,283126,0.2003,56710,8,0.4946,0.7838,200.48,0.0548,0.3302,0.4794,0.4334,low 717,Ethiopia,2019,capital,Administration,Junior,111.37,1488447,0.4453,825676,0.1719,141912,5,0.5553,0.5994,155.96,0.0706,0.235,0.2098,0.3285,critical 718,Senegal,2022,urban,Health,Mid_Level,17.07,389392,0.2584,288762,0.234,67567,10,0.5621,0.7392,319.32,0.0649,0.2976,0.3237,0.4419,low 719,Ghana,2023,urban,Social_Services,Junior,33.3,711092,0.2579,527692,0.2886,152284,16,0.6289,0.7476,296.92,0.0497,0.3576,0.4679,0.4924,low 720,Kenya,2021,remote,Education,Junior,51.68,1822081,0.3925,1106953,0.1585,175439,20,0.5224,0.8917,517.11,0.0696,0.5221,0.7056,0.498,low 721,Tanzania,2022,capital,Health,Director,63.15,1189907,0.2967,836914,0.2491,208473,10,0.4853,0.7495,687.67,0.0505,0.3132,0.4214,0.449,low 722,Kenya,2024,rural,Health,Executive,55.0,1716815,0.2411,1302862,0.2559,333425,20,0.656,0.9021,2182.08,0.0731,0.4646,0.7663,0.5621,moderate 723,Uganda,2024,urban,Education,Junior,49.0,371552,0.4634,199364,0.1642,32741,7,0.5981,0.7564,242.57,0.0555,0.3053,0.3559,0.3723,low 724,Ghana,2018,capital,Health,Junior,30.01,640278,0.2832,458942,0.2608,119701,11,0.6059,0.691,247.54,0.0683,0.356,0.3537,0.4465,low 725,Ghana,2023,rural,Education,Junior,33.3,709603,0.4069,420896,0.1855,78079,9,0.539,0.8131,176.27,0.0493,0.3413,0.4282,0.4161,low 726,South Africa,2021,rural,Health,Junior,60.54,3065301,0.3201,2084008,0.2511,523229,23,0.5597,0.8916,393.94,0.0819,0.4716,0.6602,0.5372,moderate 727,South Africa,2018,remote,Administration,Senior,59.11,3501724,0.3671,2216298,0.1892,419348,17,0.634,0.7972,623.98,0.086,0.4296,0.7104,0.4816,low 728,Uganda,2020,rural,Administration,Mid_Level,43.2,315806,0.4426,176024,0.1209,21276,5,0.5325,0.7272,211.47,0.0533,0.3971,0.339,0.3648,low 729,Ethiopia,2020,rural,Health,Director,114.15,1205051,0.6,482020,0.1163,56073,5,0.5436,0.685,285.82,0.0597,0.2227,0.2055,0.2872,critical 730,South Africa,2022,capital,Education,Junior,61.02,2757948,0.2205,2149921,0.3216,691444,20,0.6155,0.8606,558.06,0.064,0.4252,0.7016,0.5671,moderate 731,Uganda,2024,rural,Security,Mid_Level,49.0,420175,0.5885,172916,0.15,25936,5,0.4519,0.7292,254.14,0.0663,0.3326,0.364,0.3319,critical 732,Mozambique,2024,urban,Social_Services,Junior,33.0,316087,0.4149,184940,0.1303,24090,4,0.4751,0.6289,106.58,0.0669,0.1815,0.1911,0.3204,critical 733,DRC,2018,remote,Social_Services,Executive,86.92,585680,0.6,234272,0.1,23427,3,0.5716,0.6384,444.26,0.0699,0.2312,0.2373,0.2751,critical 734,Kenya,2018,capital,Education,Junior,48.55,1685626,0.165,1407521,0.3653,514135,14,0.5888,0.9098,531.11,0.0753,0.4441,0.5549,0.5714,moderate 735,Kenya,2023,urban,Health,Executive,53.87,1982299,0.2304,1525619,0.3023,461177,22,0.535,0.7965,2468.4,0.0925,0.4899,0.5527,0.5467,moderate 736,Nigeria,2020,rural,Social_Services,Junior,208.37,3618822,0.4798,1882399,0.1801,338964,9,0.5494,0.8231,211.75,0.0618,0.3617,0.4079,0.398,low 737,Tanzania,2024,rural,Infrastructure,Junior,67.0,1279521,0.3377,847393,0.1345,113999,8,0.5436,0.8249,281.85,0.0684,0.3339,0.4014,0.4165,low 738,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1139313,0.3066,790052,0.1974,155928,6,0.4825,0.704,230.64,0.0693,0.3382,0.4552,0.4226,low 739,Senegal,2022,capital,Education,Director,17.07,387185,0.2531,289183,0.2535,73304,12,0.5927,0.8214,444.32,0.0709,0.3386,0.4541,0.4826,low 740,Uganda,2022,rural,Education,Senior,46.01,342009,0.5383,157897,0.1425,22504,8,0.5275,0.777,371.69,0.0638,0.3683,0.4335,0.3678,low 741,Uganda,2024,urban,Education,Mid_Level,49.0,342269,0.3595,219233,0.2094,45901,7,0.5277,0.8231,210.28,0.0485,0.3092,0.3591,0.4203,low 742,Ghana,2023,rural,Agriculture,Junior,33.3,837947,0.2902,594813,0.2067,122941,13,0.4728,0.7976,289.51,0.0554,0.3642,0.4162,0.4593,low 743,Senegal,2019,capital,Security,Director,15.76,354543,0.2219,275884,0.2806,77420,10,0.4678,0.7345,775.09,0.0673,0.3949,0.3445,0.4738,low 744,Ethiopia,2022,rural,Education,Junior,119.93,1560909,0.6,624363,0.1169,73016,4,0.517,0.588,93.36,0.0604,0.198,0.2373,0.271,critical 745,Botswana,2021,capital,Health,Mid_Level,2.49,100862,0.147,86033,0.394,33895,19,0.5961,0.8476,383.44,0.0891,0.4791,0.6788,0.6022,moderate 746,Ghana,2018,rural,Education,Mid_Level,30.01,704816,0.4315,400714,0.1802,72198,15,0.6302,0.7382,220.6,0.0571,0.4014,0.419,0.4174,low 747,Botswana,2022,capital,Social_Services,Junior,2.52,98132,0.1529,83130,0.4003,33274,27,0.6609,0.7986,461.62,0.089,0.494,0.5654,0.6051,moderate 748,Mozambique,2021,rural,ICT,Mid_Level,30.47,260433,0.6,104173,0.1,10417,7,0.5096,0.6109,117.69,0.0541,0.1934,0.2059,0.2741,critical 749,South Africa,2024,rural,Education,Junior,62.0,3270202,0.3329,2181416,0.2291,499744,24,0.6808,0.7738,588.72,0.0847,0.4549,0.6851,0.5141,moderate 750,Kenya,2019,capital,ICT,Mid_Level,49.57,1606561,0.1764,1323159,0.3814,504611,16,0.6318,0.9127,453.25,0.0863,0.5136,0.7205,0.6016,moderate 751,Nigeria,2020,capital,Health,Mid_Level,208.37,4511306,0.3307,3019300,0.2583,779964,7,0.4515,0.7923,257.41,0.0668,0.3146,0.3852,0.4382,low 752,Uganda,2025,capital,Health,Mid_Level,50.57,416017,0.4251,239171,0.2356,56350,8,0.4553,0.7471,309.42,0.0584,0.3985,0.4244,0.417,low 753,Kenya,2018,urban,Security,Junior,48.55,1620127,0.2201,1263563,0.2763,349139,15,0.5919,0.8968,505.55,0.0946,0.5525,0.6431,0.5556,moderate 754,DRC,2019,rural,Education,Senior,89.7,552268,0.6,220907,0.1,22090,4,0.5817,0.6129,226.24,0.0488,0.227,0.2336,0.273,critical 755,Nigeria,2021,capital,Social_Services,Senior,213.58,4061726,0.3022,2834145,0.2754,780511,8,0.5526,0.7396,301.74,0.068,0.3316,0.4695,0.4543,low 756,Uganda,2022,urban,Finance,Junior,46.01,403176,0.4338,228296,0.2083,47555,7,0.4902,0.688,291.5,0.058,0.351,0.3951,0.3889,low 757,Nigeria,2021,rural,Agriculture,Executive,213.58,3808824,0.4632,2044449,0.146,298463,11,0.563,0.7393,1181.34,0.0589,0.3214,0.3956,0.3808,low 758,South Africa,2018,rural,Security,Senior,59.11,3484536,0.3819,2153836,0.2468,531670,15,0.5387,0.9238,952.09,0.0886,0.4466,0.5706,0.494,low 759,Nigeria,2025,capital,Agriculture,Junior,235.75,4434944,0.3213,3010059,0.2867,863114,11,0.5417,0.7411,311.15,0.0619,0.3496,0.4293,0.4579,low 760,Senegal,2019,capital,Social_Services,Mid_Level,15.76,311764,0.1986,249862,0.3083,77034,11,0.5662,0.6858,320.35,0.0694,0.355,0.3695,0.4803,low 761,Senegal,2023,rural,Justice,Executive,17.53,401420,0.3008,280660,0.1791,50263,13,0.5131,0.7097,1134.9,0.0587,0.3832,0.343,0.4311,low 762,Ethiopia,2020,urban,Security,Senior,114.15,1351717,0.4683,718643,0.137,98453,5,0.5968,0.6861,150.1,0.063,0.1971,0.1624,0.3185,critical 763,Kenya,2019,capital,Education,Senior,49.57,1627178,0.1985,1304171,0.3812,497209,18,0.5695,0.8925,568.69,0.0777,0.4898,0.7361,0.5972,moderate 764,Rwanda,2024,rural,Security,Mid_Level,14.0,461312,0.2483,346790,0.2338,81087,32,0.6986,0.8518,370.79,0.0712,0.5306,0.5489,0.5621,moderate 765,Uganda,2021,rural,Administration,Senior,44.58,384930,0.5201,184742,0.125,23088,8,0.4811,0.7592,483.15,0.0612,0.3653,0.4284,0.3645,low 766,Nigeria,2024,urban,Infrastructure,Junior,230.0,4758258,0.3099,3283543,0.2315,760233,11,0.4653,0.7596,201.02,0.0547,0.3011,0.3471,0.4367,low 767,Uganda,2025,remote,Security,Mid_Level,50.57,438162,0.6,175264,0.1056,18509,5,0.5527,0.8227,213.71,0.0591,0.3354,0.3825,0.3341,critical 768,South Africa,2023,urban,Administration,Senior,61.51,2797970,0.2892,1988844,0.3749,745545,20,0.5794,0.907,716.15,0.0691,0.4625,0.589,0.5626,moderate 769,Botswana,2023,capital,Security,Mid_Level,2.56,127016,0.167,105805,0.4552,48161,27,0.5506,0.8816,414.39,0.0903,0.51,0.5965,0.6324,moderate 770,Rwanda,2019,urban,Social_Services,Senior,12.43,320814,0.1492,272952,0.3159,86229,26,0.5405,0.822,923.52,0.0792,0.5259,0.646,0.5972,moderate 771,Mozambique,2021,rural,Education,Junior,30.47,349375,0.6,139750,0.108,15091,4,0.4433,0.6078,151.52,0.0676,0.2115,0.2375,0.2731,critical 772,Kenya,2019,urban,Education,Junior,49.57,1964101,0.2323,1507780,0.2712,408919,14,0.5718,0.7754,515.03,0.0827,0.4593,0.5962,0.5166,moderate 773,Rwanda,2019,remote,Education,Mid_Level,12.43,350829,0.2919,248426,0.1553,38582,18,0.6139,0.8885,429.5,0.0754,0.5572,0.5471,0.5046,moderate 774,Nigeria,2019,urban,Education,Mid_Level,203.29,4298210,0.3411,2832252,0.2387,676075,9,0.5779,0.6813,221.93,0.0644,0.3321,0.3326,0.4156,low 775,Botswana,2020,rural,Health,Mid_Level,2.45,119345,0.2656,87642,0.2482,21750,26,0.5523,0.919,561.99,0.0658,0.534,0.6517,0.567,moderate 776,Nigeria,2021,urban,Agriculture,Mid_Level,213.58,4778988,0.3068,3312567,0.2401,795224,11,0.5725,0.749,233.65,0.0663,0.329,0.3533,0.4414,low 777,Tanzania,2022,urban,Health,Junior,63.15,1203275,0.3532,778266,0.2127,165513,7,0.5784,0.7142,324.34,0.0615,0.3219,0.3994,0.4116,low 778,Nigeria,2020,rural,Health,Senior,208.37,4501600,0.515,2183071,0.1879,410215,8,0.5354,0.8025,347.41,0.0494,0.3281,0.3587,0.3773,low 779,Senegal,2024,urban,Security,Director,18.0,372143,0.2684,272264,0.2111,57481,8,0.478,0.7219,588.62,0.0594,0.3233,0.3306,0.4293,low 780,Senegal,2023,capital,Social_Services,Director,17.53,409923,0.2243,317980,0.2815,89499,12,0.619,0.8196,597.52,0.0628,0.3818,0.3202,0.4874,low 781,Nigeria,2022,rural,Security,Junior,218.92,4109924,0.3928,2495604,0.1709,426533,12,0.6131,0.729,213.68,0.0669,0.3736,0.4009,0.4113,low 782,Mozambique,2021,capital,Justice,Mid_Level,30.47,293398,0.4483,161860,0.1584,25645,7,0.5239,0.6441,151.48,0.071,0.239,0.2255,0.3381,critical 783,Uganda,2021,capital,Education,Director,44.58,342054,0.397,206269,0.2366,48813,9,0.608,0.7583,621.96,0.0717,0.3204,0.35,0.4132,low 784,Mozambique,2025,rural,Infrastructure,Junior,33.89,340256,0.6,136102,0.1039,14142,5,0.528,0.7002,149.73,0.0576,0.2168,0.1823,0.2834,critical 785,Senegal,2021,capital,Infrastructure,Mid_Level,16.62,347796,0.1963,279519,0.2407,67268,8,0.5657,0.7082,192.7,0.072,0.3248,0.4634,0.4661,low 786,Rwanda,2022,rural,Agriculture,Junior,13.35,442245,0.2443,334188,0.2246,75056,28,0.6199,0.9195,590.85,0.0653,0.5458,0.7718,0.5848,moderate 787,DRC,2023,capital,Social_Services,Mid_Level,101.74,580947,0.5537,259256,0.1285,33308,4,0.5423,0.6225,154.2,0.0617,0.2111,0.1923,0.2874,critical 788,Nigeria,2019,rural,Finance,Director,203.29,4633017,0.4982,2324962,0.155,360419,11,0.4657,0.799,622.61,0.0705,0.3372,0.3621,0.3815,low 789,Ethiopia,2025,rural,Social_Services,Director,129.15,1558386,0.6,623354,0.1138,70923,6,0.597,0.6277,342.95,0.0548,0.217,0.2244,0.2817,critical 790,DRC,2025,urban,Education,Junior,108.36,578658,0.5108,283066,0.1284,36342,3,0.4839,0.6811,99.52,0.0542,0.2375,0.1665,0.3045,critical 791,South Africa,2021,urban,Education,Junior,60.54,2940653,0.2406,2233084,0.3879,866268,19,0.5618,0.8307,639.23,0.0678,0.5447,0.6051,0.5739,moderate 792,Ethiopia,2025,urban,Health,Mid_Level,129.15,1423273,0.5203,682722,0.1613,110100,5,0.4722,0.6771,106.42,0.072,0.2246,0.2072,0.3175,critical 793,Rwanda,2024,urban,Infrastructure,Junior,14.0,442442,0.1539,374360,0.2791,104472,29,0.5332,0.8793,397.02,0.0778,0.5428,0.5445,0.5944,moderate 794,Mozambique,2023,rural,Social_Services,Junior,32.13,350222,0.5645,152518,0.1,15251,5,0.5021,0.6526,91.69,0.0582,0.2196,0.1999,0.2862,critical 795,Uganda,2019,urban,Finance,Mid_Level,41.86,375141,0.4132,220147,0.2027,44620,5,0.5909,0.7223,228.14,0.0533,0.3064,0.4464,0.3935,low 796,Botswana,2019,capital,Education,Executive,2.41,117763,0.1969,94576,0.447,42271,27,0.6042,0.794,1792.26,0.0734,0.5219,0.5267,0.604,moderate 797,Senegal,2019,rural,Health,Junior,15.76,305976,0.3487,199278,0.1598,31846,8,0.489,0.7876,205.05,0.0488,0.3926,0.4602,0.4262,low 798,Rwanda,2019,capital,Education,Mid_Level,12.43,345058,0.1689,286794,0.3875,111126,26,0.515,0.9152,568.33,0.0892,0.4271,0.7042,0.6201,moderate 799,Botswana,2024,remote,Agriculture,Mid_Level,2.6,114381,0.3404,75450,0.2271,17131,23,0.5436,0.768,535.73,0.0917,0.4262,0.6234,0.4993,low 800,Nigeria,2025,urban,Education,Junior,235.75,4585063,0.2858,3274495,0.2421,792895,10,0.5639,0.7666,177.5,0.0522,0.3149,0.3357,0.4441,low 801,Mozambique,2023,capital,Security,Junior,32.13,284530,0.3322,190019,0.1516,28803,6,0.573,0.6017,128.37,0.0666,0.1982,0.1664,0.3466,critical 802,Ghana,2019,capital,Administration,Junior,30.64,771474,0.2658,566420,0.2827,160107,13,0.4819,0.7471,189.48,0.054,0.3283,0.4348,0.4751,low 803,Nigeria,2023,rural,Health,Executive,224.39,3887902,0.5086,1910380,0.1801,344077,10,0.5301,0.7886,1143.91,0.0513,0.3807,0.3326,0.3825,low 804,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,368923,0.1614,309380,0.2992,92555,25,0.5933,0.8977,422.03,0.0704,0.4862,0.5331,0.5835,moderate 805,DRC,2019,urban,Infrastructure,Junior,89.7,547988,0.6,219195,0.117,25649,3,0.4447,0.6028,124.41,0.0644,0.1816,0.1748,0.2628,critical 806,Ghana,2020,urban,ICT,Junior,31.29,679538,0.2541,506849,0.2399,121615,9,0.5211,0.721,188.76,0.0625,0.3502,0.3323,0.4454,low 807,Senegal,2024,urban,ICT,Director,18.0,388170,0.2166,304085,0.2712,82453,10,0.4855,0.7577,621.03,0.0684,0.3741,0.4602,0.4857,low 808,Botswana,2023,urban,Infrastructure,Executive,2.56,131149,0.2154,102903,0.4001,41174,23,0.5493,0.9138,1412.98,0.0713,0.4758,0.6724,0.6056,moderate 809,Botswana,2022,capital,Health,Junior,2.52,108412,0.1353,93739,0.4265,39977,19,0.5503,0.8219,503.55,0.0915,0.4385,0.6086,0.5983,moderate 810,Kenya,2023,capital,Social_Services,Director,53.87,1946288,0.2129,1531984,0.3272,501321,16,0.4974,0.771,1058.38,0.0793,0.4911,0.5766,0.541,moderate 811,Uganda,2022,capital,Education,Junior,46.01,389782,0.3624,248530,0.2249,55888,5,0.5084,0.82,183.04,0.058,0.3017,0.3435,0.4156,low 812,South Africa,2021,capital,Infrastructure,Director,60.54,2920019,0.1922,2358863,0.4149,978660,19,0.6421,0.817,1345.65,0.0935,0.4417,0.7282,0.5927,moderate 813,Uganda,2023,rural,Health,Junior,47.48,337549,0.6,135019,0.1216,16422,5,0.5821,0.7201,264.55,0.0549,0.3656,0.3508,0.3226,critical 814,Uganda,2021,urban,Education,Junior,44.58,318157,0.4384,178678,0.1733,30972,6,0.4984,0.7432,280.39,0.0583,0.389,0.4288,0.392,low 815,Mozambique,2024,rural,Health,Executive,33.0,358372,0.5928,145945,0.1,14594,4,0.5337,0.6391,530.65,0.0569,0.2108,0.175,0.2713,critical 816,South Africa,2019,capital,Social_Services,Mid_Level,59.58,3581231,0.2508,2683226,0.4085,1096038,20,0.6349,0.9252,566.52,0.0674,0.5122,0.5513,0.5846,moderate 817,DRC,2018,rural,Social_Services,Junior,86.92,454883,0.6,181953,0.1,18195,2,0.5417,0.6952,121.04,0.061,0.1997,0.1791,0.2722,critical 818,Ghana,2024,rural,Education,Junior,34.0,790786,0.2953,557278,0.1831,102052,8,0.578,0.7134,278.52,0.061,0.3854,0.4737,0.4349,low 819,DRC,2020,capital,Justice,Junior,92.57,509258,0.3942,308496,0.1411,43513,2,0.5069,0.6401,131.0,0.055,0.2335,0.2187,0.333,critical 820,Mozambique,2021,urban,Social_Services,Senior,30.47,295420,0.4046,175896,0.1194,21006,4,0.4469,0.5882,142.51,0.0686,0.2288,0.2276,0.3226,critical 821,Rwanda,2022,urban,Health,Mid_Level,13.35,374110,0.1632,313037,0.3675,115046,30,0.5704,0.8902,381.23,0.0649,0.4206,0.5643,0.6081,moderate 822,Tanzania,2023,urban,Health,Executive,65.05,1182598,0.2844,846275,0.2168,183488,9,0.5312,0.7669,1231.38,0.0552,0.3486,0.3206,0.4376,low 823,Mozambique,2024,urban,Education,Executive,33.0,338354,0.3669,214224,0.1289,27602,5,0.5958,0.641,402.28,0.0617,0.204,0.1644,0.336,critical 824,Botswana,2024,capital,Administration,Senior,2.6,102111,0.183,83421,0.436,36369,23,0.6058,0.7734,551.77,0.0873,0.432,0.5829,0.5882,moderate 825,Rwanda,2021,capital,Justice,Senior,13.04,431304,0.1181,380386,0.3452,131296,30,0.5946,0.8833,790.16,0.0751,0.4571,0.6897,0.629,moderate 826,Tanzania,2019,remote,Agriculture,Junior,57.79,1103825,0.4814,572487,0.1072,61347,11,0.5798,0.7639,302.33,0.0611,0.3439,0.3503,0.368,low 827,Tanzania,2019,urban,Finance,Mid_Level,57.79,1022231,0.3081,707315,0.2371,167709,11,0.515,0.8103,295.91,0.0496,0.3326,0.355,0.4501,low 828,South Africa,2023,urban,Infrastructure,Senior,61.51,3096900,0.2445,2339799,0.3845,899670,25,0.6497,0.8019,575.69,0.0707,0.4786,0.5815,0.5738,moderate 829,Ghana,2025,rural,Finance,Junior,34.71,836779,0.3566,538424,0.2086,112300,9,0.5921,0.6941,214.37,0.0718,0.3175,0.3362,0.405,low 830,Tanzania,2023,urban,Health,Junior,65.05,1023049,0.2997,716440,0.1982,141994,10,0.5979,0.6967,225.55,0.0515,0.3276,0.3583,0.4227,low 831,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,361903,0.3976,217992,0.1265,27578,7,0.4995,0.6722,132.8,0.0603,0.1929,0.1713,0.337,critical 832,South Africa,2021,urban,Justice,Mid_Level,60.54,3604976,0.3048,2506142,0.3702,927736,14,0.5402,0.8685,527.06,0.0698,0.5022,0.6109,0.5429,moderate 833,Tanzania,2020,rural,Finance,Mid_Level,59.53,1091726,0.406,648508,0.1433,92934,9,0.5094,0.7733,196.85,0.0719,0.3786,0.3868,0.3994,low 834,South Africa,2020,urban,Security,Mid_Level,60.06,3375891,0.2964,2375238,0.342,812228,22,0.5777,0.8735,492.45,0.0889,0.4173,0.5761,0.5467,moderate 835,Tanzania,2020,remote,Infrastructure,Junior,59.53,1040756,0.4855,535509,0.1306,69925,11,0.6002,0.8012,204.85,0.0544,0.3601,0.425,0.3875,low 836,Senegal,2019,rural,Education,Junior,15.76,326521,0.3688,206086,0.1917,39501,11,0.5962,0.7969,233.47,0.0668,0.3192,0.4005,0.4247,low 837,South Africa,2018,urban,Infrastructure,Junior,59.11,3097460,0.2721,2254760,0.3584,808014,14,0.4885,0.8247,602.81,0.0918,0.462,0.7069,0.5472,moderate 838,Nigeria,2022,remote,Health,Mid_Level,218.92,4499894,0.5192,2163434,0.1089,235543,7,0.5207,0.7789,280.03,0.0523,0.3876,0.3803,0.3585,low 839,Ghana,2025,capital,Social_Services,Director,34.71,951860,0.2696,695192,0.2818,195882,14,0.5692,0.7387,809.92,0.055,0.3409,0.4645,0.4794,low 840,Botswana,2020,capital,Education,Senior,2.45,122136,0.1421,104781,0.4179,43790,23,0.622,0.8791,956.76,0.0751,0.4606,0.6711,0.6215,moderate 841,Senegal,2021,urban,Health,Junior,16.62,413330,0.201,330234,0.2531,83570,12,0.4678,0.7084,231.56,0.0602,0.3334,0.4238,0.475,low 842,Uganda,2019,capital,Health,Junior,41.86,320980,0.4246,184692,0.1813,33488,7,0.5403,0.7799,270.81,0.0482,0.3638,0.3716,0.3972,low 843,South Africa,2024,capital,Security,Mid_Level,62.0,3436128,0.1984,2754240,0.3972,1093940,22,0.5861,0.8229,399.97,0.0733,0.5288,0.6264,0.5936,moderate 844,DRC,2023,rural,Security,Mid_Level,101.74,630758,0.6,252303,0.1,25230,4,0.5879,0.6456,151.19,0.072,0.2091,0.2179,0.2746,critical 845,Ghana,2023,capital,Health,Mid_Level,33.3,904248,0.2232,702408,0.3191,224129,13,0.5844,0.7179,245.51,0.0524,0.3234,0.3344,0.4799,low 846,South Africa,2019,capital,Agriculture,Junior,59.58,2936879,0.2609,2170549,0.3809,826657,25,0.6243,0.7677,624.04,0.0914,0.5099,0.659,0.5745,moderate 847,Tanzania,2021,urban,Justice,Mid_Level,61.31,996393,0.2445,752763,0.1914,144095,7,0.507,0.8089,210.86,0.0557,0.3209,0.4073,0.4484,low 848,Tanzania,2022,urban,ICT,Executive,63.15,1251833,0.3333,834635,0.2069,172716,9,0.5121,0.7927,803.1,0.0532,0.3016,0.4174,0.4317,low 849,Rwanda,2023,capital,Infrastructure,Junior,13.67,446132,0.1174,393738,0.305,120098,26,0.6206,0.9063,527.68,0.0944,0.4627,0.6235,0.6065,moderate 850,DRC,2025,capital,Social_Services,Junior,108.36,647529,0.4135,379806,0.1297,49274,4,0.4437,0.6063,108.67,0.0541,0.2026,0.2361,0.3239,critical 851,Rwanda,2018,urban,Finance,Junior,12.14,340085,0.1759,280258,0.3348,93839,29,0.5985,0.8681,618.08,0.0912,0.5517,0.5899,0.6066,moderate 852,Tanzania,2025,rural,Social_Services,Mid_Level,69.01,1422271,0.3867,872216,0.1682,146673,10,0.5776,0.7877,203.61,0.0564,0.3387,0.4397,0.4163,low 853,Rwanda,2023,rural,Justice,Mid_Level,13.67,365853,0.2277,282547,0.2625,74171,27,0.6802,0.9348,457.76,0.0871,0.4959,0.6383,0.5798,moderate 854,Tanzania,2019,capital,Education,Mid_Level,57.79,928593,0.2568,690172,0.2368,163464,8,0.5886,0.7415,187.42,0.0718,0.3862,0.4256,0.4574,low 855,Rwanda,2024,capital,Justice,Junior,14.0,418610,0.1255,366094,0.3797,138991,21,0.5408,0.7836,566.18,0.0735,0.4927,0.6064,0.5935,moderate 856,DRC,2024,urban,Administration,Junior,105.0,555127,0.4839,286497,0.1007,28860,3,0.4736,0.7002,121.23,0.0536,0.2069,0.1757,0.305,critical 857,Uganda,2019,urban,Health,Junior,41.86,378886,0.432,215198,0.2168,46658,6,0.5801,0.7293,196.63,0.0673,0.3038,0.3848,0.3895,low 858,Tanzania,2024,rural,Infrastructure,Junior,67.0,1052255,0.4738,553728,0.1415,78353,7,0.4862,0.8112,289.55,0.059,0.3978,0.3284,0.3787,low 859,DRC,2025,capital,Education,Junior,108.36,747482,0.5596,329218,0.1292,42536,3,0.4777,0.6434,107.24,0.0485,0.2198,0.2091,0.2893,critical 860,Senegal,2025,urban,Education,Mid_Level,18.49,369442,0.2552,275159,0.2664,73291,8,0.503,0.8052,250.83,0.0608,0.3734,0.4125,0.4721,low 861,Tanzania,2018,rural,Administration,Junior,56.11,895244,0.428,512085,0.1617,82811,8,0.5383,0.7805,250.67,0.0514,0.3069,0.3902,0.3902,low 862,Botswana,2025,urban,Education,Director,2.64,114787,0.1897,93012,0.3271,30422,25,0.6361,0.9,1118.89,0.078,0.4412,0.7708,0.6031,moderate 863,South Africa,2018,urban,Security,Junior,59.11,3006029,0.2096,2375890,0.3524,837226,25,0.5874,0.9333,387.87,0.0766,0.5491,0.7479,0.6179,moderate 864,Nigeria,2020,rural,Administration,Senior,208.37,4327995,0.3875,2651054,0.1465,388324,10,0.54,0.7107,328.37,0.0574,0.3495,0.3824,0.3946,low 865,Ethiopia,2021,capital,Social_Services,Mid_Level,117.0,1254976,0.4072,743936,0.1638,121858,5,0.537,0.6689,134.25,0.0505,0.1977,0.1614,0.3379,critical 866,DRC,2021,urban,Security,Junior,95.53,595805,0.4982,298947,0.1114,33305,4,0.4497,0.6296,112.18,0.0652,0.1911,0.2358,0.3004,critical 867,Uganda,2025,rural,Education,Mid_Level,50.57,353953,0.6,141581,0.1407,19916,6,0.4969,0.7951,305.53,0.0605,0.3479,0.4401,0.3482,critical 868,South Africa,2024,rural,Education,Mid_Level,62.0,3638285,0.2944,2567316,0.2435,625252,14,0.5408,0.8963,409.11,0.0813,0.4219,0.7534,0.5243,moderate 869,Kenya,2024,urban,Security,Junior,55.0,2124358,0.2199,1657134,0.2729,452206,22,0.5038,0.8718,401.53,0.087,0.4268,0.5411,0.5458,moderate 870,Kenya,2021,remote,Education,Mid_Level,51.68,1818737,0.3837,1120912,0.1573,176369,18,0.6493,0.8215,481.82,0.0924,0.4654,0.619,0.4701,low 871,Nigeria,2020,rural,Administration,Mid_Level,208.37,4321936,0.4302,2462636,0.1434,353213,8,0.4757,0.6924,273.11,0.0513,0.3065,0.3812,0.3709,low 872,Tanzania,2019,capital,Health,Junior,57.79,1051806,0.2913,745462,0.2601,193888,10,0.5608,0.8111,252.96,0.0632,0.3407,0.3724,0.4602,low 873,Uganda,2020,capital,Social_Services,Junior,43.2,363705,0.4125,213683,0.2098,44838,5,0.5088,0.7265,322.83,0.0646,0.3732,0.4025,0.3984,low 874,Kenya,2023,rural,Health,Junior,53.87,1609930,0.2711,1173543,0.2493,292509,18,0.572,0.9224,401.67,0.0664,0.5513,0.7547,0.5585,moderate 875,Tanzania,2023,capital,ICT,Senior,65.05,1231956,0.2347,942767,0.2361,222609,10,0.5984,0.7592,380.13,0.0647,0.353,0.3868,0.4632,low 876,Rwanda,2018,capital,Justice,Junior,12.14,315364,0.1673,262601,0.3744,98315,17,0.536,0.8948,475.28,0.079,0.4839,0.5726,0.5841,moderate 877,Tanzania,2023,capital,Infrastructure,Junior,65.05,1011587,0.2263,782638,0.2613,204472,7,0.4929,0.6957,285.33,0.0587,0.3966,0.4263,0.4629,low 878,Uganda,2022,rural,Health,Director,46.01,418465,0.4916,212728,0.1454,30928,6,0.5315,0.7906,789.93,0.0561,0.3703,0.4346,0.3775,low 879,Rwanda,2019,urban,Security,Senior,12.43,428984,0.1322,372269,0.2945,109639,19,0.5163,0.8422,920.34,0.0784,0.5148,0.6179,0.5777,moderate 880,Botswana,2020,rural,Security,Junior,2.45,123932,0.2518,92719,0.2437,22592,22,0.6188,0.8274,603.14,0.0811,0.4853,0.7433,0.5499,moderate 881,Rwanda,2021,urban,Health,Junior,13.04,379074,0.1413,325509,0.3319,108043,19,0.5283,0.8604,430.7,0.0845,0.518,0.5983,0.5858,moderate 882,Kenya,2018,urban,Health,Mid_Level,48.55,1814649,0.2122,1429495,0.3032,433451,22,0.5177,0.9146,590.04,0.0774,0.439,0.5605,0.5649,moderate 883,Ethiopia,2025,urban,Administration,Mid_Level,129.15,1532008,0.4951,773529,0.1408,108939,4,0.5839,0.616,150.35,0.0719,0.1818,0.2025,0.3023,critical 884,South Africa,2019,urban,ICT,Senior,59.58,3560114,0.2271,2751648,0.3509,965550,16,0.6316,0.7975,594.28,0.0644,0.4432,0.5693,0.5418,moderate 885,Nigeria,2018,remote,Justice,Junior,198.33,4303633,0.545,1958208,0.1364,267128,8,0.5423,0.7322,203.15,0.0621,0.3763,0.4405,0.3594,low 886,Ethiopia,2020,rural,Justice,Junior,114.15,1193869,0.5988,478970,0.1027,49194,4,0.4531,0.662,132.37,0.067,0.2195,0.1917,0.2764,critical 887,Senegal,2025,rural,Infrastructure,Junior,18.49,424868,0.3359,282160,0.1891,53343,12,0.6162,0.8174,269.53,0.0712,0.3932,0.3204,0.4373,low 888,Mozambique,2023,capital,Education,Junior,32.13,319697,0.3089,220952,0.1392,30759,4,0.5393,0.7006,155.84,0.0588,0.1949,0.2282,0.365,low 889,Kenya,2018,remote,Security,Mid_Level,48.55,1493697,0.2725,1086729,0.1702,185009,16,0.622,0.8742,479.57,0.0712,0.4871,0.5624,0.5005,moderate 890,Tanzania,2023,rural,Social_Services,Junior,65.05,1093121,0.4493,601998,0.1658,99801,10,0.5445,0.8064,209.17,0.0576,0.3811,0.3413,0.3973,low 891,Kenya,2024,urban,Health,Junior,55.0,2123099,0.2251,1645257,0.2884,474516,13,0.5101,0.8012,569.92,0.0709,0.4483,0.5284,0.5162,moderate 892,Ethiopia,2022,rural,Security,Mid_Level,119.93,1640367,0.6,656146,0.1241,81428,5,0.4551,0.6903,126.08,0.0637,0.1899,0.195,0.2856,critical 893,Mozambique,2025,urban,Health,Junior,33.89,337643,0.4875,173036,0.1446,25013,7,0.521,0.6358,100.66,0.0532,0.2249,0.1664,0.3163,critical 894,Kenya,2019,rural,Agriculture,Junior,49.57,1841325,0.2707,1342838,0.2478,332787,19,0.4904,0.8,427.39,0.0865,0.4914,0.7143,0.5323,moderate 895,Botswana,2022,urban,Health,Junior,2.52,110186,0.1929,88932,0.4182,37194,18,0.6005,0.7909,564.13,0.0644,0.5129,0.5624,0.5775,moderate 896,Mozambique,2019,rural,Education,Mid_Level,28.88,272282,0.6,108912,0.1,10891,6,0.5797,0.6713,107.24,0.0613,0.1837,0.2037,0.2794,critical 897,Ghana,2021,rural,Social_Services,Junior,31.94,698364,0.3442,457959,0.198,90679,11,0.565,0.7508,315.49,0.0578,0.3062,0.3683,0.421,low 898,Senegal,2022,urban,Education,Junior,17.07,403176,0.2858,287955,0.2353,67767,8,0.5193,0.7278,323.5,0.0591,0.3688,0.4662,0.4501,low 899,Botswana,2023,capital,Agriculture,Junior,2.56,112585,0.2002,90044,0.3764,33894,22,0.528,0.7954,531.05,0.088,0.5101,0.6056,0.5799,moderate 900,Tanzania,2018,urban,Infrastructure,Senior,56.11,1052514,0.3411,693495,0.2339,162210,8,0.5531,0.7871,477.8,0.0581,0.3656,0.3828,0.4361,low 901,Ghana,2023,remote,Administration,Junior,33.3,758613,0.4959,382426,0.1528,58426,15,0.5287,0.8022,277.57,0.0527,0.3108,0.4324,0.3964,low 902,DRC,2019,rural,Infrastructure,Mid_Level,89.7,501955,0.6,200782,0.1,20078,4,0.5576,0.6609,151.66,0.062,0.2113,0.1819,0.2735,critical 903,DRC,2020,rural,Education,Mid_Level,92.57,630853,0.6,252341,0.1,25234,4,0.4401,0.6873,121.85,0.0598,0.2144,0.2013,0.2797,critical 904,Rwanda,2020,capital,Finance,Senior,12.73,340202,0.1339,294646,0.3202,94355,23,0.5269,0.8943,571.56,0.0853,0.4559,0.6428,0.5981,moderate 905,Nigeria,2019,rural,Administration,Junior,203.29,4618449,0.4185,2685400,0.1709,458976,11,0.4949,0.7417,185.17,0.0647,0.3412,0.4627,0.4072,low 906,DRC,2020,remote,Health,Mid_Level,92.57,523396,0.6,209358,0.1,20935,4,0.4747,0.6595,154.52,0.0556,0.1807,0.1714,0.2691,critical 907,Kenya,2018,urban,Justice,Junior,48.55,1518775,0.2139,1193905,0.2896,345789,18,0.6464,0.8145,503.75,0.0898,0.5182,0.7154,0.5595,moderate 908,Mozambique,2024,rural,Infrastructure,Mid_Level,33.0,349567,0.6,139826,0.1,13982,7,0.4862,0.6052,108.85,0.0541,0.2203,0.1785,0.2732,critical 909,Mozambique,2023,rural,Health,Junior,32.13,323418,0.6,129367,0.1,12936,5,0.488,0.5974,85.81,0.0714,0.1846,0.17,0.2626,critical 910,Tanzania,2024,rural,Finance,Mid_Level,67.0,1363377,0.3325,909997,0.1447,131716,10,0.5855,0.8241,222.09,0.0707,0.3336,0.4344,0.4285,low 911,DRC,2025,capital,Education,Mid_Level,108.36,717222,0.3992,430936,0.1393,60013,3,0.4976,0.6292,149.63,0.0511,0.2147,0.1718,0.3256,critical 912,Uganda,2025,rural,Education,Junior,50.57,390164,0.5196,187446,0.1533,28740,7,0.5166,0.7829,243.68,0.0511,0.3088,0.3722,0.3615,low 913,Ghana,2022,capital,Infrastructure,Junior,32.62,863195,0.1947,695119,0.2913,202465,9,0.5087,0.6773,245.36,0.0664,0.308,0.4376,0.4728,low 914,Ethiopia,2022,rural,Agriculture,Junior,119.93,1529955,0.6,611982,0.1213,74262,4,0.5398,0.6043,119.67,0.0481,0.1907,0.2105,0.2711,critical 915,Senegal,2024,capital,Infrastructure,Mid_Level,18.0,447368,0.2294,344739,0.2368,81630,8,0.5537,0.7073,314.25,0.0701,0.3971,0.3669,0.4543,low 916,Rwanda,2023,rural,Health,Junior,13.67,374074,0.2048,297449,0.2672,79468,30,0.5816,0.8551,407.68,0.0729,0.4261,0.6871,0.5802,moderate 917,Rwanda,2023,rural,Administration,Junior,13.67,440061,0.1844,358896,0.2263,81214,25,0.5189,0.7916,431.33,0.0681,0.5538,0.595,0.5566,moderate 918,Senegal,2022,remote,Agriculture,Junior,17.07,423861,0.36,271252,0.1215,32951,11,0.5321,0.7945,181.3,0.0628,0.3721,0.4755,0.4218,low 919,Botswana,2019,capital,Administration,Mid_Level,2.41,93555,0.1396,80494,0.4377,35234,23,0.6036,0.9146,422.33,0.0691,0.5067,0.7494,0.6448,moderate 920,Kenya,2020,rural,Health,Junior,50.61,1984821,0.2287,1530812,0.192,293971,20,0.5561,0.8324,589.96,0.0698,0.5121,0.6015,0.5271,moderate 921,Uganda,2018,rural,Education,Senior,40.56,365287,0.6,146114,0.1325,19365,6,0.5857,0.7429,421.74,0.0679,0.3267,0.3391,0.3261,critical 922,Nigeria,2022,rural,Education,Mid_Level,218.92,4759731,0.423,2746355,0.155,425720,11,0.5907,0.8181,197.14,0.0693,0.3778,0.4323,0.4142,low 923,Ghana,2020,capital,Infrastructure,Junior,31.29,732876,0.281,526933,0.2634,138789,15,0.5606,0.8007,217.54,0.0632,0.3559,0.4679,0.4856,low 924,Rwanda,2019,capital,Administration,Junior,12.43,388107,0.1187,342043,0.308,105359,26,0.6133,0.8624,492.1,0.0878,0.5624,0.5917,0.6071,moderate 925,Tanzania,2020,urban,Justice,Junior,59.53,1128328,0.2906,800468,0.2226,178162,10,0.5423,0.7463,215.05,0.0604,0.3251,0.455,0.4479,low 926,Botswana,2021,capital,Education,Mid_Level,2.49,125862,0.1546,106404,0.3747,39869,21,0.666,0.9087,394.9,0.0836,0.5329,0.7197,0.6191,moderate 927,Mozambique,2021,rural,Agriculture,Junior,30.47,264076,0.5459,119908,0.1,11990,5,0.5713,0.6948,86.45,0.0497,0.2207,0.2,0.2973,critical 928,Kenya,2019,rural,Education,Junior,49.57,1864879,0.2817,1339584,0.2169,290564,19,0.6471,0.7708,538.3,0.071,0.4862,0.6302,0.5086,moderate 929,Uganda,2021,capital,Social_Services,Junior,44.58,398082,0.3391,263103,0.2314,60882,7,0.5099,0.7806,293.0,0.0596,0.3422,0.4124,0.4331,low 930,Uganda,2022,urban,Justice,Junior,46.01,362876,0.4221,209719,0.2206,46267,6,0.4819,0.7015,278.42,0.0588,0.3383,0.3527,0.389,low 931,Kenya,2025,urban,Agriculture,Junior,56.15,1734274,0.1675,1443859,0.2957,427010,17,0.5245,0.8244,351.88,0.0752,0.434,0.5534,0.547,moderate 932,Ethiopia,2018,rural,Administration,Mid_Level,108.65,1145852,0.6,458340,0.128,58658,4,0.4553,0.6787,153.23,0.0667,0.2178,0.2089,0.2865,critical 933,Senegal,2025,capital,Health,Senior,18.49,363393,0.2059,288564,0.2512,72481,9,0.4597,0.7599,352.78,0.0612,0.3295,0.4706,0.4778,low 934,Ghana,2022,remote,Education,Junior,32.62,884196,0.5089,434203,0.1275,55377,13,0.5787,0.6969,257.88,0.0538,0.2992,0.4587,0.3675,low 935,South Africa,2021,rural,Security,Executive,60.54,3148660,0.3321,2103024,0.2355,495263,21,0.5816,0.8889,1827.81,0.0682,0.5433,0.7353,0.5395,moderate 936,Rwanda,2020,rural,Infrastructure,Senior,12.73,369397,0.2191,288469,0.204,58847,20,0.629,0.8299,540.8,0.0694,0.477,0.7067,0.5391,moderate 937,Kenya,2020,rural,Social_Services,Junior,50.61,1931075,0.2297,1487501,0.2183,324731,13,0.4779,0.776,381.43,0.0907,0.4964,0.7663,0.5223,moderate 938,Tanzania,2022,rural,Education,Mid_Level,63.15,1097655,0.4643,587970,0.1772,104195,7,0.547,0.7707,259.38,0.051,0.3662,0.4479,0.3927,low 939,Kenya,2020,urban,Health,Director,50.61,1563940,0.1789,1284184,0.2894,371616,20,0.6149,0.7662,1012.67,0.088,0.4759,0.5268,0.5428,moderate 940,Uganda,2025,capital,Infrastructure,Junior,50.57,433364,0.3998,260084,0.2035,52933,8,0.5973,0.7972,237.23,0.0586,0.3906,0.3255,0.4121,low 941,South Africa,2018,capital,Social_Services,Junior,59.11,2930805,0.2398,2228082,0.3422,762434,17,0.5624,0.8038,647.72,0.0692,0.5414,0.6422,0.557,moderate 942,Rwanda,2019,capital,Infrastructure,Junior,12.43,343334,0.1704,284817,0.3489,99379,31,0.5611,0.7962,528.81,0.0726,0.4437,0.5446,0.5904,moderate 943,Ethiopia,2018,rural,Education,Executive,108.65,1179849,0.5933,479820,0.1078,51723,5,0.5778,0.6935,338.87,0.0578,0.2307,0.16,0.2842,critical 944,Rwanda,2022,capital,Finance,Junior,13.35,387536,0.1666,322981,0.3567,115194,31,0.6664,0.8247,498.07,0.0765,0.5383,0.5688,0.6094,moderate 945,Mozambique,2025,rural,Agriculture,Mid_Level,33.89,344450,0.6,137780,0.1055,14534,4,0.5288,0.6311,129.87,0.0611,0.1898,0.2188,0.2719,critical 946,DRC,2021,rural,Security,Mid_Level,95.53,615999,0.6,246399,0.1,24639,4,0.4751,0.5999,93.45,0.0555,0.241,0.1726,0.2663,critical 947,Senegal,2020,remote,ICT,Junior,16.18,396598,0.3465,259174,0.1449,37566,7,0.5132,0.7121,280.6,0.0484,0.3463,0.4315,0.4017,low 948,Nigeria,2018,remote,Education,Junior,198.33,3639876,0.5263,1724377,0.1146,197611,10,0.5615,0.74,239.05,0.0668,0.3291,0.4196,0.358,low 949,Ethiopia,2025,urban,Agriculture,Director,129.15,1563653,0.5626,683889,0.1452,99317,5,0.4905,0.5855,389.52,0.0538,0.2398,0.2122,0.2912,critical 950,Nigeria,2025,remote,Agriculture,Executive,235.75,5093138,0.5679,2200957,0.1319,290211,8,0.454,0.7135,960.98,0.0535,0.3515,0.4253,0.3457,critical 951,DRC,2023,remote,ICT,Senior,101.74,632473,0.6,252989,0.1,25298,3,0.4585,0.6263,187.95,0.0644,0.1793,0.2222,0.2666,critical 952,Uganda,2019,urban,Education,Junior,41.86,361036,0.3306,241665,0.175,42285,5,0.5634,0.8226,273.93,0.0622,0.3928,0.3608,0.4223,low 953,Botswana,2018,urban,Education,Mid_Level,2.38,105598,0.1753,87086,0.3681,32054,20,0.5127,0.9123,560.38,0.0653,0.4335,0.5451,0.5829,moderate 954,Kenya,2018,capital,Health,Senior,48.55,1866656,0.2004,1492603,0.3476,518772,19,0.6172,0.9162,854.55,0.0876,0.5347,0.6647,0.5917,moderate 955,Tanzania,2019,capital,Finance,Junior,57.79,937098,0.2137,736823,0.2211,162913,11,0.5242,0.7111,235.52,0.0552,0.3683,0.4215,0.465,low 956,Ethiopia,2018,rural,Health,Mid_Level,108.65,1474253,0.6,589701,0.1021,60215,5,0.5657,0.6974,102.69,0.0588,0.1925,0.1619,0.2781,critical 957,Ghana,2023,urban,Education,Senior,33.3,831438,0.3234,562531,0.2932,164944,15,0.6059,0.6909,277.13,0.07,0.312,0.3826,0.453,low 958,Kenya,2022,capital,Education,Mid_Level,52.76,1769564,0.1927,1428545,0.2932,418803,17,0.5125,0.8681,384.86,0.0703,0.5347,0.5811,0.5594,moderate 959,Kenya,2023,capital,Education,Junior,53.87,2100869,0.1726,1738267,0.3102,539160,17,0.5485,0.8993,647.13,0.0809,0.4829,0.6092,0.571,moderate 960,South Africa,2025,urban,Health,Director,62.5,3770260,0.2499,2828051,0.3307,935290,22,0.646,0.8498,1123.11,0.0736,0.4645,0.5507,0.5542,moderate 961,Kenya,2024,capital,Education,Senior,55.0,1869621,0.1652,1560716,0.3812,594919,13,0.6157,0.7756,711.09,0.0842,0.4709,0.659,0.5658,moderate 962,Ghana,2019,rural,Health,Senior,30.64,785366,0.3574,504677,0.1698,85701,12,0.5585,0.7149,414.96,0.0498,0.3194,0.438,0.4161,low 963,Rwanda,2019,capital,Security,Mid_Level,12.43,322841,0.1225,283295,0.3471,98330,26,0.5956,0.875,576.8,0.0944,0.4679,0.5624,0.6054,moderate 964,DRC,2020,capital,Education,Senior,92.57,529936,0.4126,311298,0.1269,39489,5,0.4714,0.6861,214.92,0.0576,0.2175,0.1946,0.3352,critical 965,Ghana,2020,urban,Health,Mid_Level,31.29,859444,0.2492,645271,0.2749,177368,10,0.4796,0.7745,195.12,0.0668,0.326,0.451,0.4753,low 966,Uganda,2020,urban,Justice,Mid_Level,43.2,314592,0.4618,169324,0.1833,31031,5,0.5069,0.7611,266.48,0.0681,0.3543,0.3558,0.3781,low 967,Botswana,2020,capital,Security,Junior,2.45,113734,0.1745,93885,0.4377,41096,16,0.5137,0.9196,521.67,0.0786,0.5264,0.7547,0.6219,moderate 968,Nigeria,2020,remote,Health,Executive,208.37,3748366,0.5099,1837062,0.1108,203456,11,0.623,0.7195,895.37,0.0547,0.3138,0.446,0.3616,low 969,South Africa,2018,remote,Administration,Junior,59.11,3160341,0.5118,1542949,0.209,322466,22,0.5038,0.7766,588.21,0.076,0.5148,0.7122,0.4685,low 970,Tanzania,2021,capital,Education,Senior,61.31,1047733,0.2178,819520,0.2676,219300,9,0.5426,0.7994,355.01,0.0716,0.3875,0.3649,0.4801,low 971,Nigeria,2020,urban,Security,Mid_Level,208.37,4195510,0.4004,2515676,0.2291,576287,11,0.5698,0.7527,181.31,0.0638,0.365,0.34,0.4181,low 972,Rwanda,2024,urban,Education,Senior,14.0,400264,0.1699,332260,0.3348,111253,18,0.5588,0.8029,614.81,0.085,0.4182,0.772,0.5757,moderate 973,Botswana,2021,capital,Administration,Mid_Level,2.49,115726,0.1812,94760,0.4481,42464,17,0.4967,0.9339,352.67,0.0867,0.5063,0.6637,0.6163,moderate 974,Botswana,2024,remote,Health,Mid_Level,2.6,124608,0.2905,88403,0.2254,19922,21,0.5252,0.9102,632.88,0.0672,0.527,0.5759,0.533,moderate 975,South Africa,2018,capital,Social_Services,Junior,59.11,2785506,0.2498,2089683,0.3674,767710,15,0.5146,0.9001,536.98,0.0883,0.4309,0.6391,0.5589,moderate 976,Rwanda,2024,capital,Health,Junior,14.0,399005,0.1259,348776,0.4008,139805,24,0.6153,0.7856,533.01,0.0818,0.5535,0.6272,0.6146,moderate 977,Botswana,2024,urban,Agriculture,Director,2.6,121390,0.205,96509,0.4113,39693,28,0.5584,0.7983,1287.86,0.0959,0.4886,0.606,0.6008,moderate 978,Nigeria,2022,capital,Health,Junior,218.92,3758261,0.3267,2530566,0.2388,604314,8,0.534,0.7235,233.95,0.0556,0.2979,0.4301,0.4294,low 979,Kenya,2018,capital,Education,Junior,48.55,1526094,0.169,1268213,0.3101,393299,12,0.6089,0.8169,378.58,0.0807,0.4346,0.721,0.5534,moderate 980,Tanzania,2018,urban,Administration,Junior,56.11,919520,0.3089,635447,0.2466,156724,8,0.5557,0.6978,271.21,0.0541,0.3619,0.3342,0.4287,low 981,Ethiopia,2022,urban,Security,Mid_Level,119.93,1589451,0.5656,690516,0.1521,105042,5,0.4449,0.7027,128.33,0.0581,0.2059,0.2206,0.3072,critical 982,Tanzania,2024,rural,Infrastructure,Junior,67.0,1367196,0.4173,796723,0.1589,126562,9,0.5569,0.782,257.98,0.069,0.3878,0.3908,0.403,low 983,DRC,2019,rural,Security,Mid_Level,89.7,601260,0.6,240504,0.1,24050,4,0.584,0.6404,97.87,0.0581,0.2072,0.2016,0.2719,critical 984,Botswana,2020,urban,Security,Mid_Level,2.45,115596,0.1797,94820,0.3515,33326,20,0.6585,0.8322,531.84,0.0807,0.5453,0.616,0.5839,moderate 985,Nigeria,2021,rural,Health,Mid_Level,213.58,4143292,0.5374,1916510,0.1792,343357,7,0.5818,0.7805,259.14,0.0537,0.3132,0.4205,0.3684,low 986,Botswana,2021,rural,Education,Mid_Level,2.49,103458,0.2657,75964,0.2324,17652,21,0.5267,0.868,445.02,0.0887,0.4333,0.6646,0.5342,moderate 987,Senegal,2022,capital,Health,Junior,17.07,387737,0.256,288487,0.2358,68025,12,0.5797,0.7754,252.42,0.0712,0.3502,0.4541,0.4717,low 988,Mozambique,2020,remote,ICT,Director,29.66,279205,0.6,111682,0.1,11168,6,0.4992,0.6706,284.2,0.0482,0.1931,0.1634,0.2762,critical 989,Botswana,2021,rural,Security,Senior,2.49,122200,0.2391,92983,0.2693,25039,22,0.5198,0.8667,849.08,0.0836,0.5262,0.5509,0.5503,moderate 990,Tanzania,2024,capital,Administration,Junior,67.0,1203102,0.2627,887100,0.2189,194177,8,0.4818,0.7605,311.95,0.0556,0.3508,0.4579,0.454,low 991,Kenya,2021,rural,Finance,Junior,51.68,1622666,0.2295,1250267,0.2315,289427,20,0.5166,0.9197,457.66,0.0776,0.548,0.753,0.5686,moderate 992,Tanzania,2022,urban,Health,Junior,63.15,1232473,0.2762,892111,0.2282,203565,7,0.5246,0.7278,250.54,0.0617,0.4015,0.464,0.4512,low 993,Tanzania,2023,capital,Administration,Senior,65.05,1306708,0.2618,964632,0.212,204468,10,0.5219,0.7267,350.43,0.0614,0.3325,0.4304,0.4478,low 994,Rwanda,2023,urban,Health,Director,13.67,399290,0.1587,335912,0.3191,107201,22,0.6188,0.7674,1530.13,0.0673,0.5635,0.6833,0.5849,moderate 995,DRC,2018,rural,Education,Director,86.92,561478,0.6,224591,0.1,22459,5,0.5461,0.6518,281.63,0.0558,0.2229,0.207,0.2783,critical 996,Ethiopia,2024,rural,Agriculture,Mid_Level,126.0,1631124,0.6,652449,0.1238,80789,4,0.5458,0.7011,139.37,0.0562,0.223,0.1766,0.2861,critical 997,South Africa,2018,rural,Social_Services,Junior,59.11,3553424,0.3346,2364451,0.2826,668285,23,0.6632,0.9067,642.2,0.0841,0.4499,0.6213,0.5376,moderate 998,Tanzania,2024,capital,Administration,Junior,67.0,1342027,0.2623,990038,0.2592,256651,11,0.5313,0.7795,209.01,0.0672,0.3836,0.3672,0.4687,low 999,Ghana,2018,urban,Health,Senior,30.01,696572,0.3179,475118,0.3076,146168,15,0.5767,0.7151,444.13,0.0648,0.4001,0.3804,0.4702,low 1000,Uganda,2018,remote,Social_Services,Junior,40.56,346459,0.5402,159306,0.1068,17017,6,0.5053,0.7117,216.23,0.0589,0.3236,0.3946,0.3352,critical 1001,Ghana,2022,rural,Security,Junior,32.62,702671,0.4079,416047,0.2179,90653,16,0.6418,0.7701,309.14,0.0588,0.3802,0.4729,0.4433,low 1002,Senegal,2024,urban,Education,Junior,18.0,380207,0.2742,275969,0.2613,72109,9,0.57,0.7319,258.67,0.0569,0.3523,0.4368,0.458,low 1003,Rwanda,2023,rural,Education,Mid_Level,13.67,378005,0.214,297093,0.2411,71618,27,0.6831,0.8168,603.59,0.074,0.4976,0.7353,0.5701,moderate 1004,Senegal,2023,remote,Social_Services,Junior,17.53,442610,0.4758,232018,0.1316,30530,8,0.5006,0.8004,317.63,0.068,0.3392,0.329,0.3708,low 1005,Botswana,2022,urban,Health,Junior,2.52,101746,0.1668,84778,0.3977,33719,20,0.569,0.8667,638.04,0.0882,0.5114,0.7134,0.6102,moderate 1006,Uganda,2023,rural,Infrastructure,Mid_Level,47.48,375456,0.5173,181228,0.1304,23627,6,0.5128,0.7619,249.98,0.0506,0.3332,0.3802,0.3539,low 1007,Mozambique,2023,urban,Health,Junior,32.13,321034,0.3782,199627,0.1384,27623,6,0.5921,0.6702,86.23,0.0571,0.2285,0.1808,0.3465,critical 1008,DRC,2025,rural,Health,Junior,108.36,729407,0.6,291762,0.1,29176,3,0.5533,0.6139,111.69,0.0647,0.2395,0.1951,0.2681,critical 1009,Rwanda,2021,capital,Finance,Junior,13.04,433234,0.1165,382743,0.3722,142466,21,0.5798,0.8129,470.02,0.0815,0.5107,0.7645,0.6159,moderate 1010,DRC,2020,rural,Administration,Junior,92.57,616247,0.6,246498,0.1,24649,4,0.5504,0.6475,127.0,0.0714,0.1943,0.2234,0.2739,critical 1011,Tanzania,2022,capital,Security,Senior,63.15,1160218,0.2996,812578,0.2257,183427,11,0.5682,0.7955,323.92,0.0587,0.393,0.3281,0.4505,low 1012,Botswana,2021,rural,Justice,Senior,2.49,119924,0.2971,84298,0.2687,22647,24,0.6582,0.8843,570.93,0.0757,0.4977,0.7162,0.5569,moderate 1013,Nigeria,2022,rural,Social_Services,Junior,218.92,4530841,0.4603,2445386,0.1543,377217,9,0.5438,0.7976,244.15,0.0499,0.3487,0.4541,0.3959,low 1014,Tanzania,2022,urban,Administration,Junior,63.15,1077730,0.2895,765693,0.231,176869,10,0.4685,0.7938,283.08,0.0695,0.392,0.4444,0.4631,low 1015,Rwanda,2019,urban,Administration,Mid_Level,12.43,377372,0.1889,306072,0.3597,110095,28,0.6822,0.7844,577.26,0.0949,0.4237,0.578,0.5805,moderate 1016,Nigeria,2024,urban,Health,Junior,230.0,4357202,0.3133,2991901,0.2572,769435,10,0.5781,0.677,239.13,0.0556,0.387,0.4726,0.4485,low 1017,South Africa,2021,remote,Health,Junior,60.54,3473006,0.4036,2071380,0.2129,440931,16,0.614,0.7993,409.13,0.0783,0.5554,0.6722,0.485,low 1018,Tanzania,2023,capital,Health,Junior,65.05,1283151,0.2362,980055,0.2231,218672,9,0.5495,0.7366,175.65,0.0588,0.3751,0.3576,0.453,low 1019,Botswana,2023,capital,Administration,Director,2.56,98065,0.1652,81868,0.3928,32155,27,0.6154,0.8689,1026.88,0.0665,0.5183,0.6814,0.6247,moderate 1020,Botswana,2024,rural,Security,Mid_Level,2.6,131531,0.2824,94390,0.2996,28282,29,0.5982,0.8869,556.42,0.0696,0.5101,0.6313,0.574,moderate 1021,Botswana,2021,capital,Justice,Mid_Level,2.49,112972,0.1449,96598,0.4101,39612,17,0.5406,0.8283,615.03,0.0773,0.5045,0.7474,0.6082,moderate 1022,Uganda,2021,remote,Health,Junior,44.58,313291,0.6,125316,0.1194,14963,8,0.5521,0.7167,314.67,0.0593,0.3255,0.478,0.3377,critical 1023,DRC,2021,urban,Health,Junior,95.53,626361,0.5363,290467,0.1313,38127,3,0.5298,0.6786,128.73,0.0607,0.2149,0.2152,0.301,critical 1024,DRC,2024,urban,Finance,Mid_Level,105.0,594886,0.4706,314922,0.1317,41460,3,0.4709,0.6654,89.57,0.0488,0.1825,0.1699,0.3078,critical 1025,Tanzania,2021,rural,Education,Junior,61.31,1136853,0.3647,722288,0.1536,110962,8,0.5068,0.7333,176.67,0.0693,0.4001,0.458,0.413,low 1026,Ghana,2018,rural,Agriculture,Junior,30.01,847789,0.3998,508863,0.1751,89124,15,0.4972,0.7432,198.85,0.0516,0.3991,0.4115,0.4239,low 1027,Uganda,2020,rural,Administration,Director,43.2,390486,0.6,156194,0.1458,22778,6,0.5909,0.6934,500.8,0.0584,0.3273,0.4185,0.33,critical 1028,Kenya,2025,urban,Infrastructure,Junior,56.15,2087813,0.1702,1732559,0.2663,461362,18,0.578,0.8343,450.2,0.0657,0.5165,0.6296,0.5588,moderate 1029,Senegal,2021,remote,Security,Junior,16.62,382818,0.3454,250582,0.1221,30587,12,0.4865,0.717,309.71,0.0657,0.3951,0.4611,0.4173,low 1030,DRC,2020,rural,Education,Mid_Level,92.57,530169,0.5764,224590,0.1,22459,4,0.4516,0.6629,145.76,0.0658,0.2045,0.1767,0.2785,critical 1031,Nigeria,2025,rural,Finance,Director,235.75,4311892,0.4396,2416337,0.1483,358284,7,0.5119,0.7799,564.59,0.0646,0.382,0.4604,0.3959,low 1032,Tanzania,2018,rural,Health,Mid_Level,56.11,971119,0.4289,554592,0.1433,79494,9,0.4758,0.7005,267.17,0.0561,0.3714,0.4296,0.3863,low 1033,Nigeria,2022,rural,Social_Services,Director,218.92,3827352,0.4629,2055751,0.1805,371141,8,0.4943,0.715,652.12,0.0568,0.3674,0.4176,0.3852,low 1034,Botswana,2023,capital,Justice,Mid_Level,2.56,102498,0.1479,87343,0.3791,33113,28,0.5801,0.7684,392.49,0.065,0.4757,0.7273,0.6134,moderate 1035,Rwanda,2021,rural,Health,Mid_Level,13.04,424842,0.2311,326662,0.2601,84963,21,0.5841,0.8801,400.55,0.0901,0.4623,0.5443,0.5424,moderate 1036,Botswana,2024,rural,Administration,Senior,2.6,109226,0.2662,80144,0.309,24768,19,0.5713,0.9197,571.39,0.0937,0.4883,0.7522,0.5702,moderate 1037,Nigeria,2022,rural,Justice,Junior,218.92,4546170,0.5263,2153481,0.191,411290,12,0.572,0.77,257.87,0.0626,0.3618,0.3268,0.3805,low 1038,Ethiopia,2018,rural,Education,Junior,108.65,1183885,0.6,473554,0.1276,60426,5,0.5895,0.6999,99.69,0.0517,0.1918,0.1677,0.2853,critical 1039,Senegal,2022,urban,Administration,Mid_Level,17.07,359639,0.2901,255305,0.2799,71459,12,0.596,0.8216,265.07,0.0691,0.3043,0.4087,0.472,low 1040,Senegal,2022,capital,Health,Junior,17.07,352250,0.1774,289752,0.2626,76089,13,0.5709,0.7761,179.73,0.0681,0.3128,0.3684,0.4883,low 1041,Rwanda,2022,remote,ICT,Senior,13.35,428098,0.273,311231,0.1852,57629,19,0.5361,0.9324,965.83,0.0743,0.4519,0.5797,0.5186,moderate 1042,Kenya,2021,capital,Security,Junior,51.68,1593603,0.1639,1332348,0.364,484929,15,0.5551,0.8766,586.56,0.0738,0.524,0.5944,0.5808,moderate 1043,Ghana,2023,urban,Administration,Executive,33.3,900980,0.3149,617288,0.2401,148217,13,0.502,0.7165,1013.69,0.0658,0.3733,0.4591,0.4545,low 1044,Tanzania,2022,remote,Administration,Senior,63.15,1044528,0.5012,520982,0.1259,65609,11,0.4643,0.7241,339.53,0.0549,0.3833,0.3272,0.3633,low 1045,Ghana,2020,rural,Finance,Junior,31.29,808209,0.3633,514622,0.2243,115446,14,0.6371,0.703,289.24,0.0612,0.3723,0.3948,0.4324,low 1046,Ethiopia,2019,capital,Social_Services,Senior,111.37,1201094,0.4444,667339,0.18,120108,5,0.4915,0.6995,195.38,0.0653,0.2196,0.2177,0.3451,critical 1047,Nigeria,2019,remote,Education,Senior,203.29,4545547,0.5965,1834013,0.1297,237900,7,0.5179,0.7667,280.92,0.0507,0.4018,0.3732,0.3433,critical 1048,Ghana,2020,urban,Security,Mid_Level,31.29,850348,0.2713,619606,0.2303,142708,12,0.4749,0.799,192.05,0.0532,0.3458,0.3512,0.4593,low 1049,Tanzania,2022,urban,ICT,Junior,63.15,1162938,0.3232,787095,0.1915,150740,9,0.5946,0.7931,315.28,0.0653,0.3389,0.4673,0.4392,low 1050,Mozambique,2019,rural,Justice,Senior,28.88,324937,0.4804,168844,0.1076,18173,4,0.5592,0.6761,145.59,0.068,0.2076,0.2035,0.3093,critical 1051,Senegal,2025,rural,Agriculture,Junior,18.49,369993,0.2626,272816,0.1702,46443,9,0.5409,0.7785,201.9,0.0624,0.3938,0.3496,0.4405,low 1052,Nigeria,2023,capital,Infrastructure,Mid_Level,224.39,3860466,0.28,2779381,0.2806,779820,8,0.5676,0.7668,199.55,0.0658,0.3534,0.3379,0.4543,low 1053,DRC,2025,rural,Justice,Junior,108.36,579393,0.6,231757,0.1,23175,3,0.5498,0.6506,109.1,0.0669,0.2174,0.2006,0.2719,critical 1054,Mozambique,2024,rural,Administration,Senior,33.0,315960,0.5679,136520,0.1146,15649,7,0.4791,0.6207,165.36,0.0691,0.2369,0.2242,0.2934,critical 1055,South Africa,2020,rural,Health,Junior,60.06,3066068,0.3468,2002691,0.2566,513859,16,0.514,0.9016,372.86,0.0798,0.4447,0.6031,0.5075,moderate 1056,Senegal,2020,rural,Finance,Junior,16.18,391355,0.2703,285564,0.1935,55262,9,0.6032,0.6758,258.5,0.0629,0.3581,0.4504,0.4355,low 1057,Rwanda,2018,urban,Social_Services,Senior,12.14,364110,0.1658,303756,0.349,106012,29,0.6877,0.9085,711.49,0.0848,0.4875,0.5507,0.6084,moderate 1058,Nigeria,2024,rural,Health,Mid_Level,230.0,4300679,0.3725,2698814,0.1734,467899,11,0.5468,0.6758,261.53,0.0482,0.3948,0.3628,0.4049,low 1059,Ethiopia,2024,capital,Health,Mid_Level,126.0,1629304,0.4944,823856,0.1691,139283,4,0.4455,0.6609,111.36,0.0698,0.2087,0.2212,0.3208,critical 1060,DRC,2024,capital,Finance,Senior,105.0,615722,0.4925,312472,0.1401,43778,3,0.5726,0.6366,190.05,0.0559,0.2117,0.1639,0.3025,critical 1061,Tanzania,2018,urban,Education,Mid_Level,56.11,869991,0.2575,645951,0.1968,127133,8,0.4916,0.6956,264.64,0.0659,0.3695,0.3642,0.4325,low 1062,Uganda,2024,rural,Agriculture,Junior,49.0,361684,0.5345,168347,0.129,21714,8,0.5014,0.6978,197.74,0.0511,0.3437,0.3205,0.3397,critical 1063,Rwanda,2022,capital,Infrastructure,Director,13.35,444889,0.1484,378866,0.3441,130378,27,0.6852,0.8482,949.48,0.0885,0.418,0.7188,0.6073,moderate 1064,Rwanda,2018,capital,Justice,Mid_Level,12.14,371057,0.1625,310772,0.39,121197,24,0.6847,0.8258,401.45,0.0911,0.4776,0.7474,0.6132,moderate 1065,Nigeria,2018,capital,Health,Mid_Level,198.33,4361473,0.2883,3103976,0.2211,686154,9,0.5116,0.7715,272.82,0.0505,0.3416,0.4228,0.4479,low 1066,Senegal,2020,urban,Agriculture,Junior,16.18,305870,0.216,239790,0.2668,63977,9,0.5871,0.745,245.94,0.0665,0.3377,0.3582,0.4665,low 1067,South Africa,2018,rural,Finance,Senior,59.11,3092819,0.3303,2071118,0.2368,490426,16,0.6199,0.7812,930.96,0.0649,0.4933,0.5352,0.4866,low 1068,DRC,2024,urban,Agriculture,Director,105.0,658209,0.4705,348510,0.1258,43835,3,0.4372,0.6483,356.25,0.0583,0.2263,0.2164,0.3128,critical 1069,Kenya,2021,urban,Security,Junior,51.68,1629637,0.188,1323281,0.3428,453647,15,0.5155,0.7877,366.55,0.0953,0.4954,0.7097,0.5649,moderate 1070,Botswana,2024,urban,Social_Services,Director,2.6,125485,0.205,99759,0.3621,36121,27,0.533,0.8924,1146.5,0.0821,0.5478,0.6773,0.6131,moderate 1071,Ghana,2018,rural,Administration,Mid_Level,30.01,831708,0.4068,493333,0.2172,107173,11,0.5398,0.8022,311.56,0.0515,0.3166,0.3755,0.4196,low 1072,Nigeria,2024,remote,Agriculture,Junior,230.0,4329172,0.6,1731668,0.1202,208211,7,0.4966,0.796,249.02,0.0521,0.3303,0.4726,0.3473,critical 1073,Ethiopia,2021,urban,Health,Junior,117.0,1536592,0.5266,727435,0.151,109857,6,0.5052,0.6974,86.27,0.0563,0.2324,0.2321,0.3222,critical 1074,Botswana,2024,rural,Social_Services,Mid_Level,2.6,108373,0.2486,81431,0.2818,22943,23,0.6604,0.8456,403.4,0.0709,0.5409,0.5223,0.5489,moderate 1075,Senegal,2024,capital,Education,Senior,18.0,385024,0.2439,291135,0.2366,68873,11,0.5575,0.8086,283.56,0.0561,0.3667,0.4768,0.4813,low 1076,Uganda,2024,rural,Infrastructure,Mid_Level,49.0,434169,0.6,173667,0.1527,26518,8,0.5926,0.6921,218.9,0.0714,0.3547,0.3482,0.3323,critical 1077,Ethiopia,2022,rural,Social_Services,Senior,119.93,1244531,0.6,497812,0.1,49781,6,0.4727,0.6662,187.63,0.063,0.214,0.2172,0.2831,critical 1078,DRC,2023,capital,Education,Mid_Level,101.74,578451,0.53,271881,0.1191,32385,4,0.4613,0.685,97.21,0.0607,0.1987,0.211,0.301,critical 1079,DRC,2019,rural,Agriculture,Director,89.7,572390,0.6,228956,0.1,22895,3,0.5324,0.6358,343.88,0.0486,0.2054,0.2121,0.2696,critical 1080,Ghana,2021,capital,Finance,Senior,31.94,728385,0.2272,562860,0.3372,189823,15,0.4817,0.7545,277.22,0.0702,0.3439,0.3869,0.5013,moderate 1081,Ghana,2020,rural,Health,Senior,31.29,780134,0.3696,491819,0.216,106252,10,0.4874,0.7381,439.38,0.0494,0.381,0.4001,0.4254,low 1082,Ethiopia,2022,rural,Health,Junior,119.93,1549366,0.6,619746,0.114,70671,6,0.4527,0.6435,110.01,0.0506,0.2384,0.2369,0.2876,critical 1083,Tanzania,2020,remote,Health,Executive,59.53,1179502,0.4384,662364,0.1211,80220,10,0.5107,0.7281,1077.38,0.0515,0.3099,0.36,0.3719,low 1084,Kenya,2023,urban,Infrastructure,Junior,53.87,1712385,0.2147,1344758,0.2718,365523,19,0.5588,0.8791,464.52,0.0911,0.4247,0.7523,0.5613,moderate 1085,Botswana,2020,capital,Agriculture,Junior,2.45,108886,0.1883,88381,0.4385,38752,23,0.6769,0.8438,361.82,0.0902,0.449,0.5658,0.5981,moderate 1086,Nigeria,2018,urban,Education,Junior,198.33,4077462,0.3715,2562855,0.2613,669769,7,0.4726,0.7635,189.72,0.0569,0.3631,0.4449,0.4353,low 1087,Ghana,2019,rural,Security,Senior,30.64,723301,0.396,436864,0.2108,92098,10,0.5596,0.7763,324.25,0.0588,0.3433,0.4438,0.4238,low 1088,Rwanda,2018,urban,Education,Mid_Level,12.14,384004,0.1621,321767,0.3275,105371,22,0.5551,0.8917,389.52,0.0887,0.5128,0.75,0.6064,moderate 1089,Nigeria,2020,urban,Health,Director,208.37,4386649,0.3541,2833388,0.2471,700202,8,0.5486,0.7951,471.36,0.071,0.3911,0.4741,0.4491,low 1090,South Africa,2024,capital,Agriculture,Junior,62.0,3536557,0.1964,2841934,0.4196,1192469,16,0.5065,0.7771,563.41,0.07,0.4456,0.5641,0.5633,moderate 1091,Ghana,2020,remote,Infrastructure,Junior,31.29,704850,0.3634,448705,0.141,63288,9,0.4599,0.6904,222.78,0.066,0.3045,0.4286,0.3938,low 1092,Botswana,2022,rural,Education,Senior,2.52,125998,0.3,88194,0.2937,25900,17,0.6442,0.9035,620.55,0.0693,0.5542,0.5605,0.5379,moderate 1093,Botswana,2024,urban,Security,Junior,2.6,124899,0.1899,101180,0.414,41887,18,0.505,0.7984,373.57,0.0954,0.4346,0.5722,0.5715,moderate 1094,Ethiopia,2024,urban,Education,Mid_Level,126.0,1466079,0.5359,680399,0.1604,109127,4,0.5312,0.6976,110.24,0.0657,0.2047,0.2034,0.3116,critical 1095,Uganda,2023,capital,Finance,Junior,47.48,405485,0.3755,253215,0.1991,50414,5,0.5864,0.7223,216.31,0.0504,0.3581,0.3625,0.3988,low 1096,Uganda,2024,rural,Health,Mid_Level,49.0,360463,0.4353,203546,0.145,29516,6,0.5868,0.761,206.38,0.0715,0.3549,0.3465,0.3767,low 1097,Botswana,2022,remote,Finance,Junior,2.52,112243,0.2873,79996,0.1811,14490,23,0.662,0.8901,378.86,0.0768,0.4173,0.6001,0.5162,moderate 1098,Botswana,2023,capital,Social_Services,Mid_Level,2.56,121120,0.1938,97647,0.4253,41530,27,0.6642,0.8614,439.17,0.0735,0.5452,0.534,0.6125,moderate 1099,DRC,2025,urban,Security,Junior,108.36,738575,0.4399,413691,0.1104,45678,4,0.481,0.6208,148.71,0.0679,0.1852,0.2064,0.3099,critical 1100,South Africa,2019,capital,Agriculture,Junior,59.58,3129028,0.2057,2485290,0.4181,1039186,20,0.5304,0.9225,596.87,0.0725,0.5578,0.5896,0.6062,moderate 1101,Ethiopia,2020,urban,Health,Mid_Level,114.15,1393359,0.5471,631117,0.142,89636,4,0.4941,0.604,152.12,0.0652,0.2287,0.2198,0.2942,critical 1102,Uganda,2019,capital,Finance,Senior,41.86,317851,0.2894,225872,0.2201,49710,6,0.5307,0.6772,376.99,0.0574,0.3899,0.4355,0.4318,low 1103,South Africa,2018,rural,Social_Services,Mid_Level,59.11,3536039,0.3835,2180020,0.2307,503036,18,0.5462,0.8508,636.11,0.0837,0.4625,0.7648,0.5072,moderate 1104,Kenya,2023,capital,Administration,Junior,53.87,1894575,0.1785,1556385,0.3787,589406,15,0.532,0.8772,615.98,0.0677,0.4474,0.7665,0.5905,moderate 1105,Senegal,2024,urban,Education,Mid_Level,18.0,416647,0.2489,312929,0.2668,83492,8,0.5829,0.6837,307.15,0.049,0.3109,0.3488,0.443,low 1106,Ethiopia,2019,urban,Security,Senior,111.37,1346211,0.4786,701859,0.1457,102227,5,0.4592,0.6241,136.47,0.0531,0.2155,0.1701,0.3114,critical 1107,South Africa,2018,rural,Health,Mid_Level,59.11,2993519,0.3962,1807417,0.2677,483828,14,0.622,0.8354,439.47,0.0855,0.522,0.5988,0.4903,low 1108,Uganda,2020,capital,Agriculture,Director,43.2,336950,0.4315,191571,0.1896,36324,8,0.6003,0.7782,478.5,0.0558,0.3065,0.4163,0.3985,low 1109,Mozambique,2025,urban,Health,Junior,33.89,346108,0.4439,192464,0.1274,24513,6,0.4592,0.666,114.65,0.0511,0.2185,0.2138,0.329,critical 1110,Ghana,2021,rural,Infrastructure,Junior,31.94,907299,0.4239,522656,0.1722,90013,15,0.6063,0.691,252.9,0.0488,0.3593,0.4693,0.4111,low 1111,Rwanda,2020,urban,Education,Mid_Level,12.73,416661,0.1435,356849,0.3286,117256,22,0.6317,0.8843,559.64,0.0761,0.5046,0.6893,0.6033,moderate 1112,Botswana,2023,urban,Social_Services,Junior,2.56,99910,0.224,77533,0.3209,24879,27,0.6285,0.9212,519.49,0.0903,0.5225,0.6565,0.5978,moderate 1113,Senegal,2020,capital,Education,Director,16.18,331991,0.2378,253056,0.2695,68194,9,0.615,0.682,655.78,0.0591,0.3055,0.3543,0.4487,low 1114,Uganda,2023,capital,Social_Services,Mid_Level,47.48,334361,0.3293,224255,0.1871,41967,8,0.5373,0.6754,256.44,0.0596,0.365,0.3256,0.4048,low 1115,DRC,2018,urban,Security,Mid_Level,86.92,486818,0.4787,253792,0.1218,30923,2,0.5167,0.6401,101.21,0.0605,0.1922,0.2051,0.3015,critical 1116,Rwanda,2019,urban,Infrastructure,Junior,12.43,385425,0.1782,316734,0.3676,116446,20,0.5293,0.8168,617.23,0.077,0.4609,0.7127,0.5872,moderate 1117,Ghana,2018,urban,Finance,Mid_Level,30.01,802372,0.2511,600897,0.2805,168569,12,0.4878,0.8073,288.19,0.0701,0.3731,0.3592,0.4817,low 1118,South Africa,2021,urban,Health,Junior,60.54,3059739,0.2056,2430648,0.3826,929925,15,0.5602,0.8984,531.34,0.0694,0.5074,0.717,0.5889,moderate 1119,Ethiopia,2024,urban,Health,Mid_Level,126.0,1387608,0.5256,658296,0.1623,106848,5,0.5929,0.661,149.11,0.0634,0.1899,0.2239,0.3122,critical 1120,Ghana,2023,remote,Education,Junior,33.3,912811,0.3713,573865,0.1529,87729,12,0.4936,0.6998,296.53,0.0484,0.3759,0.4372,0.4117,low 1121,Tanzania,2023,urban,Health,Senior,65.05,1039398,0.271,757765,0.2445,185271,7,0.4892,0.821,281.83,0.0519,0.3435,0.446,0.463,low 1122,Senegal,2025,rural,ICT,Junior,18.49,421272,0.2743,305726,0.2013,61530,13,0.5194,0.7992,269.54,0.0504,0.3608,0.4762,0.4678,low 1123,Rwanda,2020,capital,ICT,Junior,12.73,374072,0.1562,315624,0.3638,114839,22,0.5174,0.9057,495.01,0.0855,0.543,0.5246,0.5995,moderate 1124,Kenya,2024,rural,Administration,Junior,55.0,1822448,0.2874,1298604,0.2526,328044,22,0.5733,0.8567,401.17,0.0862,0.5396,0.7276,0.5515,moderate 1125,DRC,2020,remote,Health,Mid_Level,92.57,564517,0.6,225806,0.1,22580,4,0.4505,0.6084,122.32,0.0647,0.2109,0.1884,0.2662,critical 1126,Tanzania,2018,rural,Infrastructure,Mid_Level,56.11,1000600,0.3588,641553,0.1463,93846,6,0.5566,0.7158,219.78,0.0718,0.338,0.4017,0.3932,low 1127,Rwanda,2021,capital,Health,Senior,13.04,388005,0.1567,327217,0.4013,131326,17,0.5978,0.7852,731.08,0.0911,0.427,0.7773,0.5919,moderate 1128,Kenya,2022,urban,Health,Mid_Level,52.76,1843796,0.1794,1512943,0.3071,464651,12,0.6301,0.8215,494.07,0.0891,0.5213,0.751,0.5624,moderate 1129,Senegal,2025,capital,Education,Mid_Level,18.49,351181,0.2347,268743,0.2289,61508,13,0.5881,0.7598,239.34,0.0717,0.3748,0.4492,0.4774,low 1130,Senegal,2024,capital,Health,Junior,18.0,414439,0.2267,320481,0.2547,81626,14,0.4881,0.7915,247.13,0.0581,0.3002,0.4364,0.4844,low 1131,Kenya,2024,urban,Infrastructure,Mid_Level,55.0,1848565,0.2119,1456924,0.3019,439864,21,0.6223,0.7838,589.88,0.0748,0.554,0.6769,0.5657,moderate 1132,South Africa,2018,rural,Health,Senior,59.11,3553927,0.3687,2243555,0.2545,570951,21,0.5715,0.7792,942.98,0.0745,0.4625,0.5697,0.494,low 1133,South Africa,2025,remote,Education,Junior,62.5,3615729,0.4143,2117854,0.2155,456447,24,0.6424,0.7803,560.64,0.0956,0.4714,0.7492,0.4994,low 1134,Kenya,2021,remote,Security,Junior,51.68,1797276,0.2767,1299945,0.1627,211516,21,0.5371,0.9266,379.98,0.0853,0.5585,0.6901,0.5378,moderate 1135,Tanzania,2025,remote,Security,Senior,69.01,1067772,0.4806,554592,0.1101,61077,10,0.5688,0.7672,472.1,0.0501,0.3977,0.3361,0.3708,low 1136,Botswana,2020,urban,Education,Mid_Level,2.45,119343,0.2138,93823,0.334,31341,18,0.4952,0.8484,391.26,0.0742,0.54,0.7667,0.583,moderate 1137,Senegal,2024,capital,Agriculture,Junior,18.0,381238,0.2098,301264,0.3045,91740,11,0.5061,0.7714,317.78,0.0494,0.3832,0.3547,0.4907,low 1138,Mozambique,2019,remote,Health,Mid_Level,28.88,253075,0.6,101230,0.1,10123,7,0.5791,0.6741,111.4,0.052,0.2185,0.1998,0.2854,critical 1139,Uganda,2018,remote,Education,Junior,40.56,363598,0.6,145439,0.1123,16338,5,0.5051,0.7718,212.64,0.0648,0.322,0.3535,0.3239,critical 1140,Senegal,2018,urban,Education,Senior,15.34,344557,0.2117,271619,0.2514,68294,9,0.524,0.8082,424.33,0.0636,0.3271,0.3399,0.4704,low 1141,Kenya,2024,urban,Security,Executive,55.0,1837405,0.2269,1420570,0.3134,445274,14,0.4814,0.8697,1757.14,0.0863,0.5195,0.6384,0.5529,moderate 1142,Uganda,2022,rural,Finance,Senior,46.01,321241,0.6,128496,0.1204,15471,6,0.5567,0.6877,321.49,0.0517,0.3735,0.4126,0.3269,critical 1143,Botswana,2018,urban,Education,Director,2.38,94415,0.1964,75870,0.3676,27888,23,0.6731,0.823,1436.57,0.0783,0.5136,0.6151,0.5866,moderate 1144,DRC,2019,capital,Health,Director,89.7,584772,0.431,332716,0.1271,42288,4,0.4932,0.6422,339.31,0.0535,0.2117,0.1768,0.3192,critical 1145,Senegal,2018,rural,Security,Executive,15.34,305201,0.355,196839,0.2033,40013,11,0.6196,0.8242,1180.97,0.072,0.3632,0.3995,0.4395,low 1146,Kenya,2025,rural,Health,Junior,56.15,1824294,0.3084,1261739,0.2061,260011,15,0.5632,0.7779,638.37,0.0797,0.4445,0.5904,0.4821,low 1147,Nigeria,2024,rural,Finance,Junior,230.0,5152944,0.4991,2581307,0.179,462035,9,0.6134,0.7815,238.54,0.0711,0.3916,0.4384,0.3927,low 1148,Rwanda,2024,urban,Infrastructure,Junior,14.0,432019,0.1536,365673,0.3086,112846,31,0.5612,0.9061,434.44,0.0649,0.4224,0.6316,0.6076,moderate 1149,Nigeria,2021,urban,Security,Mid_Level,213.58,3725797,0.317,2544758,0.2034,517644,7,0.4818,0.7801,279.4,0.0687,0.3769,0.4057,0.4344,low 1150,Tanzania,2020,capital,Security,Junior,59.53,991183,0.3141,679811,0.2122,144265,6,0.5946,0.7209,234.01,0.0499,0.3399,0.4756,0.4292,low 1151,Mozambique,2023,rural,Education,Junior,32.13,332046,0.5194,159572,0.1,15957,6,0.5821,0.7022,144.58,0.0607,0.2282,0.2341,0.3117,critical 1152,Ghana,2018,urban,Education,Executive,30.01,847048,0.3026,590700,0.253,149445,15,0.4809,0.7032,1070.12,0.067,0.3903,0.3681,0.4564,low 1153,Senegal,2021,urban,Health,Senior,16.62,347808,0.2138,273457,0.2397,65544,12,0.609,0.7073,301.34,0.0707,0.3553,0.3785,0.466,low 1154,Botswana,2019,remote,Security,Junior,2.41,95288,0.2771,68882,0.1863,12835,17,0.5219,0.7849,463.32,0.0796,0.4834,0.7356,0.5094,moderate 1155,Ethiopia,2020,remote,Administration,Director,114.15,1238700,0.6,495480,0.1,49548,3,0.4484,0.5946,319.11,0.0673,0.1948,0.2347,0.2646,critical 1156,Botswana,2024,capital,Finance,Junior,2.6,131573,0.1843,107321,0.4258,45693,24,0.5576,0.9237,626.83,0.0877,0.4854,0.5323,0.6107,moderate 1157,Botswana,2018,capital,Agriculture,Senior,2.38,121397,0.1462,103650,0.376,38977,16,0.6467,0.8978,741.32,0.0824,0.4991,0.5861,0.5907,moderate 1158,Botswana,2019,capital,Education,Mid_Level,2.41,102357,0.1834,83586,0.4114,34388,22,0.6676,0.8198,540.58,0.064,0.5248,0.6507,0.6025,moderate 1159,Rwanda,2019,capital,Security,Mid_Level,12.43,391545,0.1404,336573,0.3675,123705,26,0.5567,0.8532,504.38,0.0904,0.4802,0.6334,0.6111,moderate 1160,Kenya,2025,rural,Education,Director,56.15,1751960,0.3082,1212065,0.2027,245709,16,0.6459,0.7815,1504.84,0.0798,0.4328,0.7676,0.5009,moderate 1161,Kenya,2022,rural,Social_Services,Junior,52.76,1716351,0.2524,1283165,0.2263,290435,13,0.5336,0.9035,401.96,0.0864,0.4842,0.5384,0.5138,moderate 1162,South Africa,2019,capital,Agriculture,Junior,59.58,3463677,0.256,2577088,0.3304,851415,24,0.6781,0.7724,635.1,0.0729,0.5142,0.5655,0.5524,moderate 1163,Botswana,2024,rural,ICT,Executive,2.6,102112,0.2679,74753,0.2505,18725,17,0.5082,0.9242,2220.38,0.0656,0.5612,0.73,0.5559,moderate 1164,Tanzania,2020,urban,Security,Mid_Level,59.53,1059647,0.2985,743372,0.1861,138307,9,0.5103,0.7178,215.44,0.0636,0.3426,0.3881,0.4251,low 1165,DRC,2019,remote,Education,Junior,89.7,488178,0.6,195271,0.1,19527,3,0.5696,0.6837,121.43,0.0592,0.239,0.2365,0.2826,critical 1166,Mozambique,2023,rural,Administration,Director,32.13,281056,0.6,112422,0.1069,12022,6,0.5103,0.6287,354.76,0.0637,0.1911,0.2088,0.276,critical 1167,Nigeria,2019,urban,Agriculture,Mid_Level,203.29,3633049,0.2829,2605238,0.2143,558246,10,0.6099,0.7919,286.86,0.0559,0.3092,0.4627,0.4538,low 1168,Kenya,2022,capital,Infrastructure,Mid_Level,52.76,1746854,0.1447,1494143,0.3483,520347,12,0.537,0.9052,649.65,0.0758,0.4195,0.6482,0.5734,moderate 1169,Ethiopia,2020,remote,Security,Junior,114.15,1477475,0.6,590990,0.1,59099,6,0.4769,0.6257,147.76,0.0591,0.1985,0.163,0.27,critical 1170,Botswana,2021,urban,Finance,Junior,2.49,107496,0.1998,86021,0.413,35525,24,0.6221,0.9039,399.54,0.0736,0.4239,0.6109,0.6024,moderate 1171,Ghana,2025,urban,Social_Services,Junior,34.71,857360,0.254,639626,0.2454,156946,11,0.5687,0.7485,301.65,0.0697,0.3481,0.4771,0.4702,low 1172,South Africa,2018,capital,Finance,Mid_Level,59.11,3175759,0.2342,2431997,0.4229,1028576,17,0.622,0.8599,497.15,0.0736,0.4612,0.621,0.5769,moderate 1173,Rwanda,2024,urban,Health,Senior,14.0,440585,0.1911,356384,0.3263,116271,27,0.6042,0.8807,721.25,0.0684,0.5615,0.7073,0.6103,moderate 1174,Mozambique,2022,rural,Security,Junior,31.29,296555,0.4895,151382,0.1,15138,4,0.5556,0.6146,143.9,0.0697,0.1891,0.2167,0.2954,critical 1175,South Africa,2021,remote,Infrastructure,Junior,60.54,3010647,0.4965,1515802,0.1735,262952,23,0.5377,0.8744,485.32,0.0673,0.435,0.5932,0.4607,low 1176,Ghana,2024,rural,Education,Mid_Level,34.0,747231,0.3911,454991,0.2132,97025,15,0.6248,0.7257,213.18,0.0695,0.3128,0.3295,0.4161,low 1177,Ethiopia,2020,rural,Security,Executive,114.15,1312074,0.5735,559581,0.1079,60383,5,0.4754,0.7082,483.61,0.0668,0.2306,0.1983,0.2952,critical 1178,South Africa,2023,urban,Social_Services,Senior,61.51,3324668,0.2276,2568033,0.3954,1015348,25,0.6216,0.9323,751.26,0.076,0.4842,0.5319,0.5959,moderate 1179,Rwanda,2022,rural,Health,Junior,13.35,427121,0.2414,324028,0.2695,87319,21,0.6438,0.7943,389.26,0.0873,0.482,0.7264,0.5495,moderate 1180,Botswana,2020,capital,Infrastructure,Junior,2.45,102918,0.1456,87936,0.3814,33541,26,0.5353,0.869,525.43,0.0812,0.4877,0.6926,0.6223,moderate 1181,Rwanda,2024,capital,Social_Services,Junior,14.0,417747,0.1447,357315,0.3208,114623,18,0.4991,0.7713,522.08,0.069,0.5354,0.7537,0.5836,moderate 1182,Kenya,2020,capital,Finance,Senior,50.61,1718205,0.1518,1457381,0.3849,560879,17,0.5411,0.9169,942.33,0.0799,0.4616,0.6455,0.599,moderate 1183,Mozambique,2019,rural,Education,Mid_Level,28.88,311363,0.6,124545,0.1112,13844,4,0.4713,0.6541,102.55,0.0483,0.2261,0.1886,0.2774,critical 1184,Rwanda,2018,urban,ICT,Mid_Level,12.14,326999,0.1629,273722,0.3624,99190,18,0.5957,0.8876,561.2,0.0688,0.5499,0.6038,0.5934,moderate 1185,Ghana,2018,capital,Finance,Junior,30.01,813279,0.2751,589530,0.2511,148018,14,0.6363,0.6796,283.75,0.072,0.3812,0.4009,0.4591,low 1186,DRC,2025,rural,Education,Junior,108.36,652606,0.6,261042,0.1,26104,3,0.565,0.6767,107.86,0.0537,0.1866,0.169,0.2696,critical 1187,Mozambique,2023,capital,ICT,Junior,32.13,275613,0.4386,154735,0.1452,22466,5,0.4605,0.6709,109.83,0.0678,0.2182,0.2304,0.3346,critical 1188,Ghana,2022,rural,Security,Mid_Level,32.62,861546,0.3836,531090,0.167,88688,13,0.5126,0.7563,191.7,0.0486,0.2991,0.3453,0.4062,low 1189,Ghana,2018,capital,Infrastructure,Junior,30.01,858569,0.2696,627069,0.2628,164822,11,0.5327,0.7293,249.34,0.0641,0.3648,0.3771,0.4594,low 1190,Ethiopia,2023,urban,Social_Services,Director,122.93,1384285,0.5263,655727,0.1685,110477,4,0.4522,0.6872,283.35,0.053,0.218,0.195,0.3149,critical 1191,Kenya,2018,remote,Education,Mid_Level,48.55,1784607,0.2855,1275035,0.1801,229590,19,0.5749,0.8548,636.44,0.0931,0.433,0.6159,0.5042,moderate 1192,Botswana,2022,remote,Social_Services,Junior,2.52,126725,0.2996,88752,0.1878,16664,23,0.5664,0.8708,472.91,0.0895,0.5568,0.5903,0.5249,moderate 1193,Uganda,2022,rural,Health,Senior,46.01,377228,0.4643,202064,0.1555,31414,7,0.4768,0.7043,439.24,0.0705,0.3372,0.3326,0.3629,low 1194,Botswana,2018,rural,Education,Junior,2.38,101770,0.2485,76477,0.2804,21442,23,0.5324,0.8485,488.18,0.0815,0.4328,0.5599,0.542,moderate 1195,Mozambique,2022,urban,Security,Junior,31.29,286663,0.459,155077,0.1342,20809,4,0.5638,0.6411,149.89,0.0526,0.2337,0.2253,0.3209,critical 1196,Botswana,2018,urban,Security,Mid_Level,2.38,103478,0.2226,80448,0.3919,31524,28,0.6756,0.9039,567.69,0.0847,0.5469,0.6795,0.6206,moderate 1197,Senegal,2018,rural,Health,Director,15.34,352349,0.3312,235646,0.163,38399,11,0.5183,0.7763,664.15,0.06,0.324,0.4041,0.4247,low 1198,Botswana,2021,rural,Administration,Senior,2.49,105834,0.2054,84091,0.3031,25487,29,0.5471,0.8816,716.32,0.0688,0.5632,0.7626,0.6117,moderate 1199,Tanzania,2025,capital,Infrastructure,Senior,69.01,1307453,0.2571,971314,0.2364,229597,6,0.5415,0.804,263.13,0.0518,0.3519,0.4098,0.4566,low 1200,Uganda,2020,capital,Justice,Junior,43.2,360584,0.3685,227702,0.2056,46825,7,0.5589,0.7608,258.63,0.0585,0.3427,0.3986,0.415,low 1201,Botswana,2021,urban,Education,Mid_Level,2.49,99568,0.2199,77673,0.3834,29783,16,0.5909,0.8265,628.93,0.094,0.5409,0.6676,0.5757,moderate 1202,Tanzania,2025,rural,Administration,Junior,69.01,1392799,0.4216,805600,0.1475,118863,11,0.5745,0.8113,175.84,0.0613,0.3723,0.3222,0.4001,low 1203,Kenya,2024,rural,Education,Mid_Level,55.0,1711845,0.305,1189739,0.2486,295781,17,0.5693,0.8333,453.6,0.0919,0.4613,0.6247,0.512,moderate 1204,DRC,2020,rural,Social_Services,Junior,92.57,514554,0.6,205821,0.1,20582,3,0.5544,0.6554,87.84,0.063,0.2286,0.1915,0.2728,critical 1205,South Africa,2019,rural,Health,Senior,59.58,3445880,0.3951,2084493,0.221,460599,15,0.6226,0.8458,701.55,0.0823,0.4251,0.6874,0.4821,low 1206,Senegal,2025,rural,Finance,Director,18.49,429692,0.2666,315143,0.1883,59354,8,0.5012,0.7674,518.36,0.0489,0.3624,0.3657,0.4384,low 1207,Uganda,2022,urban,Security,Senior,46.01,322415,0.4514,176882,0.1726,30536,6,0.5016,0.7059,279.43,0.0664,0.3808,0.4795,0.3872,low 1208,Kenya,2025,urban,Health,Junior,56.15,1984008,0.2317,1524301,0.2866,436795,14,0.5458,0.9169,485.5,0.0871,0.4845,0.617,0.5464,moderate 1209,Uganda,2021,rural,Justice,Junior,44.58,331789,0.4621,178485,0.1191,21249,5,0.4677,0.7785,297.69,0.0657,0.3734,0.4791,0.3788,low 1210,Ethiopia,2025,urban,Health,Junior,129.15,1733733,0.3973,1044845,0.1466,153189,5,0.5377,0.6624,140.62,0.0617,0.2321,0.1668,0.3391,critical 1211,Uganda,2024,rural,Education,Executive,49.0,443712,0.6,177484,0.1573,27915,6,0.4812,0.7024,1224.26,0.0678,0.4005,0.4557,0.3453,critical 1212,Uganda,2023,capital,Health,Mid_Level,47.48,410361,0.313,281937,0.2362,66587,8,0.502,0.8079,264.79,0.0656,0.338,0.383,0.4441,low 1213,Rwanda,2018,urban,Justice,Director,12.14,407157,0.1352,352094,0.37,130281,19,0.4967,0.8923,1554.41,0.0944,0.5378,0.5733,0.6011,moderate 1214,Nigeria,2019,capital,Agriculture,Mid_Level,203.29,3589165,0.2958,2527564,0.2571,649810,11,0.53,0.7228,274.85,0.0644,0.3259,0.3232,0.4411,low 1215,Nigeria,2025,rural,Education,Mid_Level,235.75,4849303,0.3827,2993581,0.1525,456399,12,0.5493,0.7037,294.64,0.0593,0.3645,0.3676,0.4012,low 1216,Ghana,2018,capital,ICT,Mid_Level,30.01,824880,0.1941,664798,0.3174,211016,12,0.5752,0.7287,268.13,0.0489,0.3023,0.4478,0.4952,low 1217,Senegal,2018,capital,Administration,Junior,15.34,345840,0.2453,261011,0.2886,75335,8,0.5417,0.7563,227.51,0.0661,0.3987,0.3435,0.4685,low 1218,Senegal,2019,rural,Finance,Senior,15.76,309289,0.2644,227523,0.1898,43193,14,0.4884,0.8047,349.19,0.0484,0.3511,0.3646,0.4586,low 1219,DRC,2023,urban,Infrastructure,Junior,101.74,670553,0.6,268221,0.1122,30081,3,0.5861,0.6035,142.22,0.0616,0.234,0.1834,0.2678,critical 1220,Tanzania,2020,urban,Health,Junior,59.53,1230502,0.2672,901742,0.1845,166414,7,0.5135,0.7572,185.28,0.067,0.3842,0.3541,0.4342,low 1221,South Africa,2024,urban,Finance,Director,62.0,3672339,0.2437,2777440,0.3453,958950,17,0.5706,0.8809,944.5,0.0934,0.5222,0.5452,0.5568,moderate 1222,Kenya,2024,rural,Education,Mid_Level,55.0,2132975,0.3206,1449233,0.2093,303307,19,0.6383,0.933,371.22,0.0801,0.5449,0.5208,0.5162,moderate 1223,Mozambique,2021,rural,Infrastructure,Mid_Level,30.47,264941,0.6,105976,0.1,10597,7,0.5152,0.5906,153.4,0.0667,0.2004,0.1816,0.2693,critical 1224,Nigeria,2022,remote,Education,Director,218.92,4155559,0.6,1662223,0.1215,202009,7,0.5971,0.6996,791.76,0.0505,0.3255,0.4673,0.3321,critical 1225,Ghana,2023,capital,Agriculture,Junior,33.3,926035,0.1968,743806,0.2966,220632,9,0.5674,0.8154,299.66,0.0569,0.3224,0.3394,0.4859,low 1226,DRC,2024,capital,Security,Junior,105.0,723702,0.4817,375099,0.1278,47954,5,0.5933,0.6609,141.33,0.0632,0.2054,0.1646,0.3102,critical 1227,DRC,2023,rural,Health,Junior,101.74,652976,0.6,261190,0.1,26119,4,0.4933,0.6186,110.86,0.0566,0.2167,0.2195,0.2714,critical 1228,Botswana,2024,capital,Security,Junior,2.6,128886,0.1395,110907,0.4094,45404,23,0.5612,0.93,382.08,0.0684,0.5112,0.6537,0.631,moderate 1229,Botswana,2020,urban,Health,Senior,2.45,112534,0.1697,93435,0.3578,33429,27,0.6786,0.7767,819.35,0.0689,0.4475,0.7447,0.6002,moderate 1230,Ghana,2025,capital,Administration,Mid_Level,34.71,939632,0.268,687797,0.2946,202651,15,0.5097,0.7507,222.78,0.0677,0.3062,0.3894,0.4763,low 1231,DRC,2024,urban,Education,Junior,105.0,670368,0.4939,339243,0.1121,38038,4,0.5842,0.6883,97.34,0.0692,0.2317,0.2196,0.3129,critical 1232,DRC,2022,capital,Security,Mid_Level,98.59,557778,0.3859,342526,0.1158,39676,4,0.456,0.6702,143.02,0.0556,0.1837,0.1712,0.3285,critical 1233,Nigeria,2020,rural,Security,Senior,208.37,4785511,0.3965,2888238,0.1778,513583,9,0.535,0.7238,339.57,0.0642,0.3627,0.371,0.3998,low 1234,Ghana,2018,rural,Security,Mid_Level,30.01,638620,0.3287,428735,0.2124,91054,14,0.4743,0.7455,240.6,0.0637,0.3106,0.4194,0.4408,low 1235,Ethiopia,2025,urban,Education,Junior,129.15,1344015,0.5541,599340,0.176,105464,3,0.5735,0.6076,124.42,0.0643,0.2011,0.2023,0.2945,critical 1236,Botswana,2023,capital,ICT,Junior,2.56,98337,0.1979,78880,0.3946,31128,21,0.5447,0.7694,429.37,0.0766,0.493,0.639,0.5803,moderate 1237,Kenya,2025,remote,Education,Director,56.15,2180600,0.3952,1318759,0.1784,235265,14,0.5052,0.9195,1255.28,0.0925,0.5224,0.5753,0.4785,low 1238,Botswana,2021,remote,Health,Mid_Level,2.49,127960,0.2651,94034,0.1878,17660,23,0.6531,0.8511,367.88,0.0681,0.4718,0.6039,0.5234,moderate 1239,Rwanda,2019,rural,Health,Senior,12.43,420225,0.2272,324732,0.244,79249,19,0.5878,0.8288,628.07,0.0827,0.4167,0.5919,0.5269,moderate 1240,Kenya,2023,urban,Health,Junior,53.87,1755561,0.2065,1393083,0.3112,433516,13,0.5708,0.9348,525.46,0.0809,0.508,0.7487,0.5746,moderate 1241,Rwanda,2025,capital,Education,Junior,14.34,465220,0.1178,410405,0.3954,162280,17,0.5855,0.8118,491.17,0.0781,0.5266,0.6491,0.6012,moderate 1242,DRC,2021,rural,Administration,Senior,95.53,613899,0.6,245559,0.1,24555,3,0.5781,0.6894,142.23,0.0491,0.2252,0.2149,0.2799,critical 1243,Kenya,2022,remote,Infrastructure,Junior,52.76,1882617,0.2738,1367089,0.172,235132,21,0.4972,0.9087,590.58,0.0674,0.541,0.7185,0.5393,moderate 1244,South Africa,2021,capital,Education,Mid_Level,60.54,2964195,0.2121,2335570,0.4269,996954,22,0.6296,0.9275,351.74,0.0718,0.5132,0.634,0.6125,moderate 1245,South Africa,2018,rural,Health,Mid_Level,59.11,3191298,0.3606,2040517,0.2381,485768,14,0.6209,0.923,494.6,0.0647,0.5019,0.6021,0.5032,moderate 1246,Uganda,2019,capital,Health,Junior,41.86,312839,0.4084,185061,0.2097,38808,7,0.4719,0.8064,183.22,0.0537,0.3628,0.4324,0.4183,low 1247,DRC,2024,urban,Education,Junior,105.0,642869,0.5073,316738,0.1095,34696,2,0.5763,0.5929,103.5,0.0701,0.2248,0.2063,0.2876,critical 1248,Mozambique,2023,capital,Social_Services,Junior,32.13,365302,0.3427,240098,0.1569,37668,6,0.4679,0.6322,140.25,0.0531,0.2392,0.1836,0.3556,low 1249,Kenya,2023,urban,Finance,Mid_Level,53.87,2023178,0.2121,1593982,0.3135,499782,18,0.5552,0.777,397.91,0.0834,0.5528,0.5267,0.5449,moderate 1250,Ghana,2022,urban,Agriculture,Mid_Level,32.62,872989,0.2943,616079,0.2921,179926,9,0.5375,0.7143,313.19,0.0668,0.3088,0.3589,0.4459,low 1251,Mozambique,2021,remote,Health,Mid_Level,30.47,290145,0.6,116058,0.1,11605,5,0.5646,0.5969,142.91,0.0531,0.2156,0.1878,0.2674,critical 1252,Kenya,2022,capital,Agriculture,Junior,52.76,1777076,0.2035,1415440,0.3323,470309,17,0.5887,0.8388,610.12,0.0769,0.5551,0.748,0.5808,moderate 1253,Ghana,2021,urban,Security,Senior,31.94,723359,0.242,548282,0.2409,132080,14,0.5918,0.7034,383.3,0.0663,0.3969,0.3486,0.4648,low 1254,DRC,2020,urban,Security,Junior,92.57,504337,0.6,201734,0.117,23594,3,0.4949,0.6025,110.11,0.0576,0.1856,0.1648,0.2621,critical 1255,Senegal,2025,remote,Health,Mid_Level,18.49,357117,0.4552,194542,0.1497,29123,11,0.5625,0.7307,212.42,0.06,0.3115,0.4276,0.3846,low 1256,Botswana,2021,capital,Agriculture,Senior,2.49,114869,0.17,95342,0.4453,42451,15,0.5796,0.8346,612.1,0.0953,0.4759,0.6072,0.5898,moderate 1257,Uganda,2019,remote,Social_Services,Junior,41.86,341484,0.5798,143492,0.1118,16041,7,0.4663,0.7586,311.6,0.0562,0.3028,0.4712,0.3417,critical 1258,Kenya,2019,urban,Infrastructure,Junior,49.57,1567105,0.1712,1298872,0.2683,348440,17,0.6263,0.7865,560.19,0.0772,0.4217,0.6594,0.5429,moderate 1259,Tanzania,2020,rural,Education,Mid_Level,59.53,1206045,0.3555,777252,0.1775,137954,7,0.46,0.7039,297.24,0.0643,0.3994,0.4336,0.4119,low 1260,Ethiopia,2021,remote,ICT,Senior,117.0,1427899,0.6,571159,0.1,57115,6,0.6025,0.6715,147.16,0.0515,0.2389,0.2297,0.2876,critical 1261,Senegal,2023,remote,Infrastructure,Senior,17.53,346585,0.3536,224027,0.1349,30220,9,0.5251,0.7947,274.52,0.0653,0.3068,0.4556,0.4133,low 1262,Kenya,2019,rural,Agriculture,Junior,49.57,1614012,0.2222,1255369,0.2141,268833,14,0.4953,0.8905,413.75,0.0711,0.4666,0.6403,0.5273,moderate 1263,Ghana,2022,rural,Agriculture,Mid_Level,32.62,789449,0.3263,531872,0.2083,110812,11,0.6011,0.7629,270.09,0.0602,0.395,0.3875,0.4407,low 1264,Mozambique,2021,remote,Agriculture,Junior,30.47,282912,0.6,113164,0.1,11316,5,0.4429,0.5875,154.44,0.0614,0.2093,0.2334,0.2699,critical 1265,South Africa,2020,rural,Security,Mid_Level,60.06,3445157,0.4057,2047393,0.2294,469602,14,0.6096,0.8336,513.32,0.0711,0.5402,0.7075,0.4907,low 1266,Nigeria,2025,urban,ICT,Mid_Level,235.75,4886751,0.361,3122598,0.2303,719106,10,0.4952,0.7294,280.3,0.0489,0.371,0.3686,0.4257,low 1267,Kenya,2020,rural,Education,Director,50.61,2032208,0.2655,1492707,0.2174,324477,13,0.5981,0.7927,1574.79,0.0957,0.4345,0.6976,0.5026,moderate 1268,Botswana,2021,urban,Health,Mid_Level,2.49,100698,0.2181,78732,0.3645,28697,24,0.6714,0.8904,512.25,0.0769,0.4844,0.6088,0.5895,moderate 1269,Uganda,2025,urban,Finance,Senior,50.57,388080,0.4676,206601,0.1777,36705,5,0.5401,0.7512,472.44,0.0582,0.3117,0.3728,0.3711,low 1270,Nigeria,2021,rural,Education,Mid_Level,213.58,4794454,0.4363,2702770,0.1756,474712,8,0.5801,0.7155,261.97,0.0552,0.3046,0.3711,0.3797,low 1271,Rwanda,2019,rural,Education,Executive,12.43,372178,0.1919,300757,0.2275,68432,20,0.6381,0.7854,2448.23,0.0655,0.4605,0.5564,0.5284,moderate 1272,DRC,2023,rural,Administration,Junior,101.74,526358,0.6,210543,0.1,21054,4,0.5046,0.681,96.32,0.072,0.1894,0.2264,0.2787,critical 1273,Kenya,2019,rural,Social_Services,Senior,49.57,1722371,0.2623,1270572,0.2464,313108,18,0.5928,0.8051,725.77,0.0758,0.5143,0.5711,0.5203,moderate 1274,Rwanda,2021,rural,Infrastructure,Senior,13.04,359768,0.2108,283926,0.2352,66787,23,0.6248,0.7903,758.73,0.0684,0.509,0.7359,0.5566,moderate 1275,Rwanda,2018,urban,Infrastructure,Mid_Level,12.14,317814,0.1559,268263,0.3511,94186,25,0.645,0.8269,626.03,0.0665,0.4299,0.6574,0.5941,moderate 1276,DRC,2021,rural,Education,Junior,95.53,616030,0.6,246412,0.1,24641,4,0.4515,0.6774,147.33,0.0676,0.1791,0.2032,0.2748,critical 1277,DRC,2025,rural,Education,Junior,108.36,686233,0.6,274493,0.1,27449,4,0.4911,0.6635,91.31,0.0503,0.183,0.2342,0.2762,critical 1278,Uganda,2019,urban,Finance,Junior,41.86,338669,0.3245,228787,0.1856,42457,7,0.576,0.7801,302.46,0.057,0.3123,0.3842,0.4194,low 1279,DRC,2025,urban,Health,Director,108.36,737916,0.4642,395349,0.1248,49354,3,0.5108,0.6498,384.31,0.0524,0.2272,0.1605,0.3089,critical 1280,Kenya,2023,rural,Justice,Director,53.87,2028981,0.2951,1430286,0.2075,296719,22,0.5824,0.836,1251.41,0.0766,0.5038,0.6109,0.52,moderate 1281,South Africa,2019,remote,Administration,Mid_Level,59.58,3595447,0.4131,2110212,0.1826,385355,25,0.6239,0.8946,473.82,0.077,0.4287,0.7714,0.5091,moderate 1282,Uganda,2019,urban,Health,Mid_Level,41.86,323915,0.4484,178684,0.1941,34689,5,0.4437,0.7069,283.65,0.0679,0.3333,0.4057,0.3789,low 1283,Kenya,2019,rural,ICT,Senior,49.57,1521024,0.2632,1120677,0.257,287971,14,0.5844,0.9246,872.94,0.0835,0.491,0.7615,0.5474,moderate 1284,Tanzania,2021,remote,Finance,Senior,61.31,1241302,0.505,614410,0.1109,68133,6,0.5726,0.7683,321.69,0.0691,0.3941,0.4619,0.3673,low 1285,Tanzania,2022,remote,Administration,Junior,63.15,1300842,0.5047,644354,0.1324,85324,10,0.5639,0.724,179.05,0.0546,0.3695,0.4581,0.3733,low 1286,Mozambique,2018,urban,Security,Junior,28.12,251017,0.3598,160711,0.1443,23195,6,0.5804,0.6259,93.84,0.0672,0.2408,0.1888,0.348,critical 1287,DRC,2024,rural,Administration,Junior,105.0,554645,0.6,221858,0.1,22185,4,0.5093,0.5927,88.8,0.0624,0.2364,0.192,0.2667,critical 1288,Tanzania,2023,urban,Administration,Senior,65.05,1065266,0.3181,726413,0.2381,172941,11,0.5587,0.7014,388.1,0.064,0.3261,0.4757,0.4429,low 1289,Uganda,2019,remote,Finance,Junior,41.86,339227,0.6,135690,0.1166,15826,7,0.4637,0.814,259.8,0.0545,0.3919,0.3393,0.3419,critical 1290,Uganda,2018,urban,Security,Mid_Level,40.56,366256,0.3666,231994,0.2208,51226,5,0.4605,0.7029,186.94,0.0585,0.3884,0.4513,0.4155,low 1291,Nigeria,2023,capital,Social_Services,Junior,224.39,4799668,0.3272,3229071,0.2276,735003,10,0.609,0.7145,282.25,0.071,0.3354,0.382,0.429,low 1292,Uganda,2021,rural,Finance,Mid_Level,44.58,326942,0.6,130776,0.1565,20463,7,0.601,0.778,318.87,0.0519,0.3212,0.4616,0.3516,low 1293,Uganda,2021,urban,Justice,Mid_Level,44.58,339970,0.3885,207907,0.1872,38922,5,0.4778,0.7556,292.27,0.0581,0.3378,0.4241,0.4017,low 1294,Rwanda,2019,urban,Education,Mid_Level,12.43,329654,0.1586,277364,0.3327,92287,30,0.6618,0.9253,553.96,0.0752,0.4506,0.5347,0.6058,moderate 1295,Rwanda,2020,capital,Education,Mid_Level,12.73,403994,0.1335,350050,0.3537,123814,20,0.5805,0.8517,440.39,0.0723,0.5605,0.6597,0.6048,moderate 1296,Uganda,2022,capital,Education,Junior,46.01,419520,0.3132,288111,0.1976,56932,9,0.533,0.7228,270.15,0.0599,0.398,0.3333,0.4251,low 1297,Rwanda,2024,capital,Social_Services,Senior,14.0,464002,0.1651,387385,0.3759,145612,19,0.4986,0.8229,747.78,0.0737,0.5256,0.7078,0.597,moderate 1298,Uganda,2025,urban,Justice,Mid_Level,50.57,463860,0.4493,255435,0.18,45978,5,0.593,0.7824,296.89,0.067,0.3748,0.4402,0.394,low 1299,Ethiopia,2025,remote,Education,Junior,129.15,1335314,0.6,534125,0.1,53412,6,0.509,0.6242,120.48,0.068,0.2186,0.1712,0.2726,critical 1300,Rwanda,2020,urban,Infrastructure,Senior,12.73,431513,0.1361,372779,0.2967,110589,23,0.5558,0.8344,543.32,0.0661,0.5397,0.5467,0.5814,moderate 1301,Uganda,2024,urban,Education,Junior,49.0,334759,0.3816,207029,0.2119,43862,9,0.4655,0.6796,198.82,0.0664,0.319,0.3569,0.3996,low 1302,Uganda,2025,remote,Security,Junior,50.57,390119,0.6,156047,0.1104,17229,8,0.4749,0.8097,244.42,0.0671,0.3029,0.3777,0.3371,critical 1303,Botswana,2018,rural,Health,Junior,2.38,116045,0.2771,83889,0.2801,23498,25,0.6272,0.874,454.9,0.0649,0.4814,0.5318,0.5457,moderate 1304,Nigeria,2021,urban,Health,Senior,213.58,4533244,0.3455,2966836,0.2605,772906,8,0.494,0.7025,385.0,0.0529,0.3887,0.3687,0.4299,low 1305,Rwanda,2021,urban,Education,Mid_Level,13.04,413694,0.1789,339683,0.3337,113344,24,0.5869,0.8868,463.11,0.078,0.4406,0.6967,0.5954,moderate 1306,Nigeria,2018,remote,Health,Junior,198.33,3654532,0.5154,1770993,0.1193,211259,11,0.4912,0.7146,190.18,0.056,0.3963,0.3808,0.3634,low 1307,DRC,2024,rural,Finance,Senior,105.0,540568,0.6,216227,0.1,21622,3,0.5745,0.6292,231.59,0.0705,0.1954,0.1872,0.2651,critical 1308,South Africa,2024,capital,Security,Junior,62.0,2995785,0.228,2312607,0.4059,938647,22,0.6072,0.8113,474.61,0.0719,0.4572,0.604,0.5773,moderate 1309,Nigeria,2022,capital,Health,Mid_Level,218.92,3750237,0.3565,2413299,0.2407,580836,7,0.5889,0.765,297.61,0.0584,0.3347,0.4248,0.4292,low 1310,DRC,2021,rural,Education,Junior,95.53,501348,0.6,200539,0.1,20053,5,0.4825,0.6468,106.0,0.0647,0.2294,0.199,0.2774,critical 1311,South Africa,2020,rural,Education,Mid_Level,60.06,3406000,0.3104,2348654,0.2638,619506,22,0.5205,0.8201,471.89,0.0888,0.4999,0.6369,0.53,moderate 1312,Mozambique,2020,capital,Health,Junior,29.66,262530,0.3256,177058,0.1559,27596,6,0.4524,0.6622,94.5,0.0571,0.2409,0.2018,0.3662,low 1313,Ghana,2018,urban,Security,Junior,30.01,854900,0.2619,630974,0.2308,145616,12,0.577,0.7434,314.23,0.0696,0.3121,0.3328,0.4482,low 1314,Nigeria,2020,rural,Agriculture,Junior,208.37,4731344,0.4153,2766323,0.1833,507154,11,0.4785,0.7099,207.28,0.0701,0.3344,0.4538,0.4048,low 1315,Ghana,2021,urban,Administration,Junior,31.94,857286,0.2618,632820,0.2373,150175,9,0.4891,0.7833,231.05,0.0589,0.3082,0.4197,0.4567,low 1316,Senegal,2024,rural,ICT,Junior,18.0,338461,0.324,228799,0.1666,38127,12,0.5962,0.6904,312.6,0.0487,0.3698,0.3815,0.4193,low 1317,Kenya,2023,capital,Administration,Director,53.87,1896379,0.1807,1553722,0.3496,543163,18,0.5795,0.8652,1518.97,0.0836,0.4453,0.7576,0.5873,moderate 1318,South Africa,2019,capital,ICT,Junior,59.58,2778826,0.2337,2129539,0.4151,883979,14,0.5543,0.7766,478.61,0.075,0.4367,0.7621,0.5667,moderate 1319,Tanzania,2023,rural,Administration,Director,65.05,1258027,0.3654,798318,0.1723,137528,9,0.4993,0.7329,550.46,0.0592,0.3795,0.3976,0.4119,low 1320,Mozambique,2020,capital,Social_Services,Junior,29.66,291473,0.4245,167740,0.1671,28023,6,0.5448,0.6161,151.32,0.0616,0.2238,0.1691,0.3323,critical 1321,Rwanda,2023,urban,Finance,Mid_Level,13.67,446618,0.1522,378625,0.3596,136157,20,0.5909,0.7907,436.77,0.0927,0.4182,0.7581,0.5881,moderate 1322,Ethiopia,2020,rural,Health,Mid_Level,114.15,1538061,0.6,615224,0.1074,66054,5,0.5532,0.6003,131.93,0.064,0.2259,0.1853,0.2705,critical 1323,DRC,2021,remote,Agriculture,Mid_Level,95.53,656911,0.6,262764,0.1,26276,4,0.549,0.7107,131.11,0.0555,0.2036,0.1672,0.2787,critical 1324,Kenya,2025,capital,Infrastructure,Junior,56.15,1749753,0.1651,1460876,0.3495,510523,12,0.6246,0.9195,375.38,0.0918,0.4648,0.5376,0.5643,moderate 1325,Nigeria,2020,rural,Security,Junior,208.37,4441390,0.4874,2276621,0.1802,410338,10,0.5917,0.7712,193.81,0.0674,0.3315,0.4328,0.3903,low 1326,Kenya,2023,urban,Health,Mid_Level,53.87,2082821,0.2299,1603987,0.3197,512777,14,0.5253,0.8933,473.26,0.0874,0.462,0.5216,0.5398,moderate 1327,Kenya,2022,urban,Security,Junior,52.76,2018956,0.2015,1612167,0.3322,535633,18,0.5576,0.8805,522.49,0.0803,0.5118,0.5423,0.5652,moderate 1328,Ethiopia,2025,urban,Education,Senior,129.15,1424834,0.5662,618092,0.1503,92915,4,0.4482,0.5904,136.28,0.0481,0.1991,0.1848,0.283,critical 1329,Botswana,2021,capital,Health,Junior,2.49,101219,0.1557,85461,0.3606,30819,20,0.6535,0.8095,400.52,0.0853,0.4887,0.5323,0.5748,moderate 1330,Mozambique,2024,rural,ICT,Director,33.0,338340,0.6,135336,0.1,13533,7,0.5364,0.6273,211.71,0.0621,0.2116,0.225,0.2803,critical 1331,Nigeria,2019,rural,Health,Mid_Level,203.29,3939918,0.4197,2286438,0.1646,376434,8,0.4815,0.7958,209.16,0.0657,0.3722,0.3253,0.3954,low 1332,Kenya,2025,rural,Social_Services,Senior,56.15,2014100,0.3233,1362971,0.2024,275918,13,0.5858,0.815,798.7,0.0765,0.4655,0.7522,0.4963,low 1333,Tanzania,2019,capital,Security,Senior,57.79,1143987,0.2356,874452,0.2622,229248,9,0.588,0.6853,342.8,0.0606,0.3581,0.3359,0.4513,low 1334,Ghana,2022,rural,Education,Mid_Level,32.62,764651,0.4134,448580,0.2018,90538,12,0.6211,0.7747,216.97,0.0634,0.3985,0.3238,0.4156,low 1335,South Africa,2023,capital,Social_Services,Mid_Level,61.51,3687285,0.2435,2789558,0.3233,901731,20,0.6502,0.8045,374.87,0.087,0.4904,0.5324,0.5429,moderate 1336,Botswana,2020,urban,Security,Mid_Level,2.45,109811,0.2122,86511,0.345,29848,24,0.5723,0.8361,516.77,0.0863,0.5554,0.5899,0.5832,moderate 1337,Uganda,2018,urban,Infrastructure,Junior,40.56,362509,0.4534,198142,0.1921,38069,7,0.4553,0.7555,264.36,0.0694,0.3501,0.3452,0.385,low 1338,Nigeria,2019,capital,Administration,Senior,203.29,4461853,0.3409,2941021,0.2214,651230,11,0.5773,0.7087,372.9,0.0639,0.3917,0.3377,0.4269,low 1339,Nigeria,2025,remote,Administration,Junior,235.75,4320352,0.6,1728140,0.1193,206101,7,0.5697,0.6793,241.9,0.0707,0.3437,0.4659,0.3302,critical 1340,Nigeria,2021,urban,Health,Junior,213.58,4062660,0.3843,2501443,0.2601,650625,7,0.4644,0.7715,247.71,0.0551,0.3248,0.3559,0.4203,low 1341,Kenya,2022,capital,Security,Junior,52.76,1806092,0.1819,1477477,0.3069,453445,21,0.6159,0.913,492.64,0.0778,0.4514,0.6617,0.582,moderate 1342,Rwanda,2022,urban,Health,Junior,13.35,342174,0.1503,290752,0.3312,96307,31,0.5637,0.7744,438.89,0.069,0.5187,0.5215,0.5929,moderate 1343,South Africa,2025,rural,Infrastructure,Director,62.5,3439538,0.4095,2030885,0.2352,477745,25,0.5424,0.8251,1576.49,0.0759,0.4473,0.5355,0.491,low 1344,Nigeria,2019,urban,Finance,Mid_Level,203.29,4448218,0.2718,3239143,0.2546,824813,10,0.5815,0.7885,310.48,0.0502,0.3575,0.4654,0.4713,low 1345,Mozambique,2023,capital,Agriculture,Senior,32.13,299621,0.4044,178468,0.1666,29740,6,0.4759,0.6565,189.5,0.0577,0.2213,0.1947,0.3456,critical 1346,DRC,2025,rural,Social_Services,Mid_Level,108.36,590933,0.6,236373,0.1,23637,4,0.4468,0.6537,133.39,0.0581,0.2048,0.1698,0.2705,critical 1347,South Africa,2020,urban,Social_Services,Senior,60.06,3616030,0.2155,2836822,0.3253,922863,19,0.6005,0.8845,878.71,0.0799,0.4983,0.7697,0.5844,moderate 1348,DRC,2019,remote,Security,Junior,89.7,607059,0.6,242823,0.1,24282,3,0.4567,0.6738,91.72,0.0507,0.2037,0.1604,0.27,critical 1349,Senegal,2023,urban,Health,Mid_Level,17.53,334007,0.2013,266780,0.2453,65447,10,0.5139,0.7683,233.1,0.0621,0.3342,0.4344,0.4781,low 1350,Rwanda,2022,capital,Security,Senior,13.35,348377,0.1503,296004,0.3835,113529,19,0.6454,0.8355,857.03,0.0928,0.562,0.6718,0.6045,moderate 1351,Tanzania,2023,urban,Education,Senior,65.05,1135130,0.3353,754515,0.1865,140741,7,0.4757,0.7541,280.62,0.0563,0.4011,0.4471,0.4282,low 1352,Kenya,2024,capital,Education,Mid_Level,55.0,1648738,0.1752,1359802,0.3792,515639,13,0.6193,0.7981,406.73,0.0703,0.5534,0.677,0.5762,moderate 1353,Nigeria,2024,urban,Administration,Mid_Level,230.0,4737772,0.3716,2977389,0.25,744238,11,0.4818,0.805,214.13,0.0719,0.338,0.3392,0.4356,low 1354,Ghana,2020,rural,Education,Senior,31.29,824953,0.3187,562010,0.1983,111437,14,0.6213,0.7342,470.5,0.0489,0.3686,0.4451,0.4464,low 1355,South Africa,2021,capital,Security,Junior,60.54,2873246,0.1967,2307997,0.4085,942870,16,0.5613,0.93,577.65,0.0815,0.4942,0.5635,0.5882,moderate 1356,Mozambique,2021,capital,Health,Junior,30.47,314394,0.3369,208465,0.1353,28204,7,0.4681,0.6767,114.02,0.0619,0.18,0.16,0.3526,low 1357,Ghana,2024,urban,Health,Junior,34.0,851620,0.2306,655208,0.2732,179033,12,0.5649,0.7965,236.92,0.0693,0.3473,0.3931,0.4842,low 1358,Kenya,2023,urban,Health,Executive,53.87,2135803,0.1848,1741140,0.3134,545696,20,0.6532,0.8646,1422.73,0.0858,0.4302,0.6945,0.5743,moderate 1359,Uganda,2022,rural,Education,Mid_Level,46.01,381091,0.4969,191740,0.1266,24279,6,0.5803,0.7447,274.16,0.0604,0.3851,0.4014,0.3628,low 1360,Mozambique,2018,capital,Health,Senior,28.12,295025,0.4238,169989,0.161,27360,7,0.6051,0.67,153.24,0.0504,0.2157,0.2217,0.346,critical 1361,Mozambique,2022,urban,Security,Junior,31.29,292845,0.4909,149075,0.1418,21136,5,0.4933,0.6593,114.45,0.0519,0.217,0.2151,0.3173,critical 1362,Uganda,2018,urban,Agriculture,Junior,40.56,308795,0.3755,192854,0.1893,36515,8,0.5271,0.824,231.42,0.0648,0.3551,0.442,0.4268,low 1363,DRC,2025,rural,Infrastructure,Director,108.36,734744,0.6,293897,0.1,29389,2,0.4984,0.6803,223.11,0.057,0.2151,0.177,0.2713,critical 1364,Nigeria,2023,capital,Social_Services,Junior,224.39,4620619,0.3053,3209951,0.2366,759510,9,0.5916,0.7573,183.34,0.0651,0.3167,0.3978,0.4404,low 1365,Rwanda,2021,urban,Health,Junior,13.04,338435,0.1565,285473,0.3352,95682,27,0.5286,0.7852,548.45,0.081,0.539,0.5733,0.5912,moderate 1366,Uganda,2018,urban,Security,Mid_Level,40.56,285418,0.3355,189646,0.2028,38452,6,0.5506,0.7192,222.22,0.053,0.4008,0.3226,0.412,low 1367,DRC,2019,remote,Health,Junior,89.7,499897,0.6,199958,0.1,19995,4,0.5543,0.654,101.93,0.067,0.2331,0.2269,0.2791,critical 1368,Ethiopia,2018,rural,Security,Director,108.65,1211280,0.6,484512,0.1184,57343,6,0.5544,0.6958,274.72,0.0518,0.2014,0.2252,0.2916,critical 1369,Ethiopia,2019,rural,ICT,Senior,111.37,1405017,0.6,562006,0.1,56200,4,0.5209,0.6868,156.52,0.0506,0.2225,0.1994,0.2802,critical 1370,Kenya,2024,urban,Social_Services,Mid_Level,55.0,2088258,0.2204,1628046,0.2864,466249,15,0.6271,0.8043,559.25,0.0686,0.5275,0.5781,0.5352,moderate 1371,Ethiopia,2022,rural,Education,Mid_Level,119.93,1602881,0.6,641152,0.1286,82422,5,0.5424,0.6582,151.49,0.0606,0.2039,0.2268,0.2864,critical 1372,Rwanda,2025,urban,Health,Mid_Level,14.34,461159,0.1538,390227,0.3474,135584,25,0.5642,0.872,466.68,0.0892,0.417,0.7327,0.6067,moderate 1373,DRC,2020,remote,Justice,Junior,92.57,635200,0.6,254080,0.1,25408,4,0.5808,0.6756,154.45,0.0559,0.1931,0.1623,0.2719,critical 1374,Mozambique,2020,rural,Education,Mid_Level,29.66,256451,0.5424,117356,0.1083,12709,4,0.5493,0.6842,124.95,0.0693,0.2386,0.1628,0.2943,critical 1375,Ethiopia,2023,urban,Finance,Mid_Level,122.93,1569060,0.5368,726794,0.1635,118822,5,0.5355,0.6002,85.54,0.0607,0.2236,0.1687,0.2984,critical 1376,Uganda,2021,urban,Agriculture,Junior,44.58,324712,0.3247,219274,0.1822,39950,7,0.596,0.7091,251.84,0.0616,0.3657,0.3726,0.4121,low 1377,Ghana,2018,remote,ICT,Junior,30.01,768488,0.3652,487817,0.127,61968,9,0.5744,0.7091,202.67,0.0482,0.2999,0.3849,0.3878,low 1378,Nigeria,2022,rural,Finance,Mid_Level,218.92,4710849,0.4121,2769401,0.1548,428650,12,0.5791,0.7465,216.31,0.0513,0.3014,0.4564,0.4034,low 1379,Uganda,2022,capital,Health,Junior,46.01,341905,0.367,216436,0.2037,44080,9,0.5713,0.8116,304.42,0.0701,0.4004,0.3699,0.4304,low 1380,Kenya,2019,capital,Security,Mid_Level,49.57,1520478,0.2031,1211642,0.3645,441683,18,0.561,0.7911,501.68,0.0691,0.5054,0.6006,0.5646,moderate 1381,Senegal,2019,urban,Agriculture,Junior,15.76,394818,0.195,317839,0.2769,88015,7,0.4831,0.8245,284.21,0.0635,0.3737,0.3853,0.4876,low 1382,Ghana,2024,capital,Social_Services,Director,34.0,941210,0.263,693664,0.3074,213198,12,0.5308,0.8048,680.3,0.0584,0.3799,0.3287,0.4827,low 1383,Rwanda,2024,rural,Education,Junior,14.0,446927,0.1901,361980,0.2702,97806,17,0.522,0.7722,584.8,0.0825,0.5412,0.7703,0.5595,moderate 1384,Kenya,2022,capital,Health,Senior,52.76,1705423,0.2083,1350126,0.3741,505124,18,0.5898,0.9266,865.21,0.0859,0.4806,0.6458,0.5881,moderate 1385,South Africa,2021,remote,Security,Senior,60.54,2762929,0.4878,1415269,0.1843,260876,22,0.5069,0.917,821.93,0.0786,0.4611,0.6009,0.4729,low 1386,Ghana,2020,capital,Finance,Mid_Level,31.29,761531,0.2595,563915,0.2869,161802,9,0.5926,0.7388,273.29,0.0703,0.3781,0.4062,0.4686,low 1387,Kenya,2022,rural,Social_Services,Junior,52.76,1916707,0.3095,1323491,0.2444,323437,13,0.5414,0.8531,427.34,0.0857,0.4865,0.5974,0.5026,moderate 1388,DRC,2020,remote,Social_Services,Senior,92.57,624381,0.6,249752,0.1,24975,3,0.5581,0.6673,167.1,0.0714,0.1998,0.2326,0.2758,critical 1389,Rwanda,2022,capital,Social_Services,Senior,13.35,417664,0.1506,354763,0.323,114603,20,0.4981,0.7912,676.42,0.0813,0.4357,0.665,0.5719,moderate 1390,Botswana,2020,capital,Administration,Executive,2.45,120535,0.1381,103894,0.4309,44763,18,0.5839,0.9169,1856.23,0.0937,0.5206,0.5983,0.6176,moderate 1391,South Africa,2018,rural,Finance,Junior,59.11,2759618,0.4059,1639543,0.2326,381310,25,0.6326,0.8161,465.12,0.0889,0.4805,0.5394,0.4936,low 1392,Ethiopia,2019,remote,Security,Mid_Level,111.37,1234352,0.6,493740,0.1,49374,3,0.588,0.6968,106.89,0.0689,0.2214,0.2133,0.2805,critical 1393,Rwanda,2019,remote,Finance,Senior,12.43,350599,0.2493,263207,0.201,52902,24,0.5173,0.9071,627.25,0.0921,0.5512,0.5389,0.543,moderate 1394,Ethiopia,2022,remote,Administration,Mid_Level,119.93,1517070,0.6,606828,0.1,60682,5,0.494,0.6289,114.24,0.0685,0.1935,0.1801,0.2692,critical 1395,Mozambique,2018,capital,ICT,Junior,28.12,255528,0.4555,139127,0.1298,18051,5,0.5675,0.6855,97.62,0.065,0.2177,0.214,0.327,critical 1396,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,391169,0.6,156467,0.1519,23760,6,0.4539,0.7612,180.18,0.0651,0.3749,0.4101,0.3456,critical 1397,Kenya,2019,rural,Agriculture,Mid_Level,49.57,1770191,0.225,1371983,0.2402,329491,12,0.5609,0.7938,412.31,0.0715,0.4186,0.7519,0.5199,moderate 1398,Tanzania,2024,capital,Health,Senior,67.0,1027561,0.2607,759648,0.2075,157620,9,0.6161,0.7008,477.75,0.0688,0.401,0.4426,0.4487,low 1399,Mozambique,2024,rural,Social_Services,Junior,33.0,353923,0.6,141569,0.1,14156,5,0.4757,0.6377,98.28,0.0546,0.1971,0.208,0.2737,critical 1400,Ethiopia,2019,urban,Education,Junior,111.37,1151199,0.5669,498640,0.1448,72192,4,0.5245,0.696,116.89,0.054,0.2142,0.1986,0.3002,critical 1401,DRC,2021,remote,ICT,Mid_Level,95.53,498908,0.6,199563,0.1,19956,5,0.4756,0.6097,94.96,0.0677,0.2094,0.187,0.2686,critical 1402,Senegal,2020,urban,Administration,Junior,16.18,328633,0.2635,242054,0.2564,62065,12,0.6009,0.6902,175.3,0.0492,0.3717,0.4695,0.4659,low 1403,Ghana,2020,rural,Security,Executive,31.29,775342,0.3119,533501,0.2116,112886,14,0.5906,0.8045,922.71,0.0646,0.3252,0.3914,0.4523,low 1404,South Africa,2019,capital,Health,Mid_Level,59.58,3513151,0.2111,2771612,0.37,1025427,14,0.5415,0.8128,522.26,0.0931,0.4909,0.6956,0.5653,moderate 1405,Mozambique,2023,capital,Education,Junior,32.13,315612,0.4435,175642,0.1503,26405,5,0.4747,0.6253,151.44,0.0553,0.2246,0.1634,0.3218,critical 1406,Nigeria,2019,urban,Administration,Junior,203.29,4342294,0.2926,3071670,0.2388,733576,10,0.5598,0.7179,199.32,0.0693,0.3573,0.3539,0.4404,low 1407,Botswana,2021,capital,Finance,Junior,2.49,99560,0.1643,83206,0.4201,34952,28,0.6493,0.8504,581.02,0.073,0.5148,0.5213,0.6151,moderate 1408,Rwanda,2018,urban,Education,Mid_Level,12.14,379237,0.1337,328523,0.313,102817,26,0.6427,0.9037,449.13,0.0908,0.4686,0.5218,0.5944,moderate 1409,Nigeria,2022,capital,Health,Junior,218.92,4809062,0.3497,3127428,0.2869,897272,8,0.525,0.7954,222.69,0.0572,0.3224,0.4116,0.447,low 1410,DRC,2023,urban,Health,Mid_Level,101.74,631818,0.4793,328985,0.1091,35884,5,0.5403,0.6624,130.06,0.0709,0.1999,0.1825,0.3075,critical 1411,DRC,2021,remote,Health,Junior,95.53,526463,0.6,210585,0.1,21058,3,0.4776,0.6831,86.28,0.0657,0.1917,0.2322,0.2774,critical 1412,Botswana,2021,urban,Health,Junior,2.49,118622,0.1928,95750,0.3996,38260,23,0.6043,0.9109,477.41,0.0926,0.4712,0.6054,0.6035,moderate 1413,Tanzania,2024,capital,Health,Junior,67.0,1210379,0.2775,874469,0.2007,175464,7,0.4967,0.7191,189.57,0.0521,0.3864,0.4321,0.438,low 1414,South Africa,2020,capital,Health,Junior,60.06,3085586,0.2649,2268333,0.4056,919966,19,0.5129,0.8765,630.8,0.0665,0.5412,0.5668,0.575,moderate 1415,Nigeria,2023,capital,Agriculture,Junior,224.39,4543944,0.312,3126147,0.261,815799,11,0.4737,0.7805,198.19,0.0642,0.3105,0.3967,0.4525,low 1416,Senegal,2021,remote,Security,Junior,16.62,387613,0.3555,249835,0.1258,31423,10,0.5847,0.8166,313.65,0.0521,0.3038,0.4526,0.4157,low 1417,Botswana,2020,urban,ICT,Junior,2.45,106096,0.2168,83095,0.3862,32093,28,0.6362,0.8166,591.53,0.0883,0.5537,0.6438,0.6046,moderate 1418,Tanzania,2022,urban,Education,Executive,63.15,1299529,0.3005,908991,0.245,222734,8,0.5879,0.7702,1130.24,0.0652,0.3643,0.4564,0.4537,low 1419,Nigeria,2021,rural,Education,Junior,213.58,4550075,0.495,2297681,0.1883,432598,8,0.4611,0.7511,306.3,0.0713,0.3876,0.3984,0.3846,low 1420,Mozambique,2024,urban,Administration,Mid_Level,33.0,319046,0.4461,176717,0.1504,26579,5,0.4579,0.6803,152.58,0.0633,0.1875,0.2115,0.3305,critical 1421,DRC,2018,urban,Health,Mid_Level,86.92,493560,0.4531,269945,0.1089,29392,4,0.4833,0.6036,123.23,0.0661,0.2308,0.1978,0.3074,critical 1422,Botswana,2023,rural,Security,Mid_Level,2.56,100053,0.2308,76957,0.2543,19567,21,0.663,0.8005,512.47,0.0957,0.5075,0.5743,0.5366,moderate 1423,Mozambique,2025,urban,Health,Junior,33.89,312541,0.4871,160302,0.127,20351,7,0.4545,0.7058,87.04,0.0705,0.1831,0.2298,0.3246,critical 1424,DRC,2024,rural,Health,Mid_Level,105.0,652272,0.6,260908,0.1,26090,5,0.5973,0.6527,90.61,0.0512,0.2239,0.2386,0.2816,critical 1425,Nigeria,2021,capital,Education,Junior,213.58,4907927,0.3224,3325660,0.2231,741990,9,0.4634,0.773,275.91,0.0494,0.3327,0.4645,0.4433,low 1426,Botswana,2024,urban,Infrastructure,Executive,2.6,124799,0.2232,96941,0.3221,31224,18,0.4915,0.9125,2233.08,0.0697,0.5597,0.7685,0.5894,moderate 1427,Mozambique,2019,rural,Security,Junior,28.88,305201,0.5118,149000,0.1129,16827,7,0.5922,0.6835,95.87,0.0567,0.2232,0.1859,0.3112,critical 1428,Botswana,2023,urban,Health,Mid_Level,2.56,121710,0.1903,98548,0.3853,37973,21,0.6328,0.8755,522.38,0.0779,0.4953,0.5333,0.5854,moderate 1429,Botswana,2023,capital,Social_Services,Senior,2.56,116237,0.1913,93997,0.4239,39841,17,0.609,0.9343,543.44,0.0718,0.5044,0.628,0.604,moderate 1430,Uganda,2023,rural,Justice,Junior,47.48,373077,0.6,149230,0.1342,20032,7,0.4522,0.7086,244.55,0.0576,0.3725,0.4179,0.3364,critical 1431,Botswana,2025,rural,Education,Junior,2.64,131383,0.2348,100537,0.2565,25784,17,0.6009,0.8126,403.02,0.0801,0.5268,0.5901,0.5315,moderate 1432,Senegal,2023,urban,Finance,Junior,17.53,344591,0.2267,266461,0.2744,73126,8,0.6051,0.6911,229.3,0.0626,0.3855,0.343,0.4584,low 1433,Senegal,2019,rural,Education,Mid_Level,15.76,379946,0.2692,277678,0.1977,54902,7,0.5912,0.8213,275.12,0.0716,0.3838,0.3271,0.4439,low 1434,Senegal,2018,capital,Finance,Mid_Level,15.34,335623,0.2313,257992,0.2647,68299,7,0.4846,0.8239,226.88,0.0558,0.3135,0.4779,0.4786,low 1435,Ghana,2019,rural,Health,Junior,30.64,815924,0.3795,506310,0.2066,104600,10,0.6186,0.7588,320.43,0.0519,0.34,0.3737,0.417,low 1436,Nigeria,2024,rural,Infrastructure,Junior,230.0,4151783,0.369,2619576,0.1855,485903,8,0.471,0.7281,186.59,0.0715,0.3306,0.4693,0.4133,low 1437,Ghana,2023,rural,Finance,Mid_Level,33.3,879040,0.2895,624544,0.22,137385,11,0.5201,0.736,277.79,0.057,0.3368,0.3302,0.4372,low 1438,Mozambique,2021,capital,Social_Services,Junior,30.47,346772,0.4123,203782,0.1628,33179,7,0.4866,0.6587,86.93,0.0504,0.2016,0.2146,0.3456,critical 1439,Ethiopia,2024,urban,Justice,Junior,126.0,1287946,0.3883,787857,0.158,124444,4,0.4805,0.5859,124.9,0.0676,0.1828,0.2189,0.3305,critical 1440,Tanzania,2023,urban,Health,Director,65.05,1162949,0.2851,831423,0.239,198693,10,0.5768,0.7994,484.12,0.0663,0.3319,0.4588,0.4625,low 1441,Tanzania,2020,capital,Finance,Senior,59.53,1071814,0.2918,759016,0.2024,153631,7,0.5381,0.7328,415.54,0.0711,0.3668,0.3868,0.4304,low 1442,Senegal,2022,remote,Security,Senior,17.07,353095,0.4446,196116,0.1199,23506,12,0.6107,0.81,288.73,0.0679,0.309,0.3965,0.3909,low 1443,DRC,2023,rural,Education,Mid_Level,101.74,639928,0.6,255971,0.1,25597,4,0.501,0.5939,122.7,0.0654,0.1973,0.1713,0.261,critical 1444,South Africa,2025,rural,Agriculture,Senior,62.5,3778133,0.3515,2450215,0.2327,570067,21,0.6566,0.8823,536.81,0.0933,0.5273,0.6245,0.5203,moderate 1445,DRC,2025,rural,Social_Services,Director,108.36,560355,0.6,224142,0.1,22414,4,0.5747,0.6927,350.26,0.0671,0.1972,0.1925,0.2779,critical 1446,DRC,2018,remote,Security,Mid_Level,86.92,481782,0.6,192712,0.1,19271,5,0.5766,0.6534,142.21,0.0519,0.1849,0.2105,0.275,critical 1447,Nigeria,2023,capital,Education,Mid_Level,224.39,3899206,0.2909,2764980,0.2506,693029,12,0.5177,0.7003,176.13,0.0509,0.3763,0.3912,0.4517,low 1448,Uganda,2019,remote,Justice,Junior,41.86,311667,0.6,124666,0.1111,13845,9,0.4679,0.7913,186.46,0.0561,0.3763,0.4338,0.35,critical 1449,Kenya,2018,capital,Justice,Junior,48.55,1610812,0.1572,1357527,0.2968,402961,21,0.5071,0.8561,557.8,0.0658,0.5096,0.6069,0.5775,moderate 1450,Mozambique,2024,rural,Social_Services,Junior,33.0,361932,0.6,144772,0.1,14477,4,0.4489,0.6177,105.57,0.0703,0.2415,0.1715,0.269,critical 1451,Tanzania,2025,rural,Infrastructure,Director,69.01,1321813,0.4108,778766,0.1431,111469,7,0.5932,0.7073,449.61,0.0544,0.348,0.3811,0.3796,low 1452,Rwanda,2025,urban,Administration,Mid_Level,14.34,433192,0.14,372553,0.3012,112207,30,0.6721,0.8411,622.71,0.0902,0.433,0.6775,0.6025,moderate 1453,Ethiopia,2024,remote,Health,Junior,126.0,1472554,0.6,589021,0.1,58902,5,0.5212,0.6051,126.22,0.0495,0.2026,0.2234,0.2709,critical 1454,Mozambique,2025,urban,Social_Services,Senior,33.89,349777,0.5153,169529,0.128,21707,4,0.5692,0.6488,163.42,0.0493,0.1826,0.1673,0.2955,critical 1455,Botswana,2019,remote,Education,Senior,2.41,92948,0.2925,65756,0.2262,14871,18,0.5349,0.9055,579.63,0.0657,0.5585,0.6252,0.5326,moderate 1456,Senegal,2023,capital,Education,Mid_Level,17.53,405850,0.1981,325436,0.2998,97571,12,0.5565,0.7439,267.93,0.0656,0.3117,0.4564,0.4938,low 1457,Tanzania,2021,remote,ICT,Junior,61.31,1065412,0.5002,532501,0.119,63365,10,0.4819,0.7684,316.39,0.0719,0.2986,0.4756,0.3724,low 1458,Rwanda,2018,urban,Education,Mid_Level,12.14,313694,0.145,268194,0.3041,81544,31,0.6397,0.8854,552.8,0.0766,0.4186,0.5478,0.5967,moderate 1459,Ethiopia,2021,remote,Education,Mid_Level,117.0,1541608,0.6,616643,0.1,61664,6,0.541,0.6511,140.04,0.0537,0.2297,0.212,0.2818,critical 1460,Botswana,2024,rural,Agriculture,Junior,2.6,109900,0.2901,78017,0.279,21769,27,0.5869,0.8508,608.78,0.0884,0.472,0.5259,0.5421,moderate 1461,Kenya,2025,rural,Finance,Mid_Level,56.15,1791079,0.2605,1324490,0.2014,266708,14,0.6138,0.8266,594.42,0.0792,0.4269,0.614,0.4983,low 1462,Tanzania,2019,rural,Administration,Senior,57.79,1127204,0.4533,616220,0.1698,104642,9,0.5705,0.7374,278.43,0.0649,0.3733,0.3558,0.3851,low 1463,Botswana,2025,capital,Security,Director,2.64,111955,0.1957,90043,0.4427,39860,25,0.6817,0.8762,1246.16,0.0856,0.477,0.6045,0.6138,moderate 1464,Senegal,2018,urban,Social_Services,Director,15.34,385607,0.2145,302904,0.2517,76234,11,0.4911,0.7622,573.54,0.0706,0.3243,0.4536,0.4789,low 1465,Mozambique,2025,rural,Education,Junior,33.89,386809,0.4783,201809,0.1,20180,7,0.5719,0.682,95.53,0.0597,0.2315,0.1863,0.317,critical 1466,Rwanda,2019,capital,Security,Junior,12.43,413733,0.1315,359314,0.3159,113515,31,0.711,0.8815,628.52,0.0692,0.4842,0.5731,0.6115,moderate 1467,DRC,2021,rural,Social_Services,Junior,95.53,554192,0.6,221676,0.1,22167,3,0.4949,0.6269,116.23,0.0587,0.2104,0.1972,0.2673,critical 1468,Mozambique,2022,capital,Health,Junior,31.29,349008,0.4287,199398,0.1335,26622,5,0.5363,0.6476,134.22,0.0719,0.1846,0.2012,0.3244,critical 1469,DRC,2022,rural,Health,Mid_Level,98.59,510674,0.6,204269,0.1,20426,3,0.5871,0.6927,122.85,0.0718,0.2308,0.171,0.2766,critical 1470,Botswana,2022,urban,Security,Director,2.52,113295,0.1571,95502,0.3673,35078,26,0.5784,0.7696,1102.43,0.0858,0.4291,0.6178,0.5877,moderate 1471,Uganda,2019,urban,Health,Junior,41.86,354750,0.3496,230730,0.1726,39815,7,0.4557,0.6799,239.72,0.0568,0.3547,0.479,0.4086,low 1472,DRC,2021,rural,Administration,Mid_Level,95.53,621534,0.6,248613,0.1,24861,5,0.4421,0.7021,119.83,0.0626,0.2069,0.1809,0.2816,critical 1473,Mozambique,2018,remote,Security,Senior,28.12,263598,0.6,105439,0.1,10543,5,0.5197,0.7067,220.61,0.0599,0.2005,0.2089,0.2844,critical 1474,South Africa,2022,rural,Infrastructure,Junior,61.02,2822722,0.4068,1674403,0.2706,453119,25,0.5711,0.8559,446.59,0.0931,0.4588,0.7004,0.5228,moderate 1475,Kenya,2019,capital,Health,Mid_Level,49.57,1914344,0.2159,1500944,0.3484,522878,17,0.6169,0.7758,592.82,0.0883,0.4943,0.526,0.544,moderate 1476,Senegal,2019,urban,Administration,Mid_Level,15.76,347660,0.2419,263569,0.2671,70398,9,0.4708,0.7766,224.35,0.0558,0.3452,0.3588,0.4657,low 1477,Kenya,2025,rural,ICT,Director,56.15,1856022,0.2571,1378830,0.2373,327227,12,0.6292,0.7668,1273.61,0.0854,0.5509,0.6875,0.5139,moderate 1478,Uganda,2022,urban,Agriculture,Mid_Level,46.01,369788,0.4503,203272,0.1676,34077,6,0.5963,0.7235,268.28,0.0605,0.3958,0.346,0.3771,low 1479,Nigeria,2020,remote,Security,Mid_Level,208.37,4035976,0.5425,1846273,0.1424,262983,11,0.614,0.8208,257.05,0.0626,0.3664,0.4543,0.3827,low 1480,Tanzania,2023,capital,Administration,Mid_Level,65.05,1300811,0.2561,967735,0.2334,225884,10,0.5848,0.6868,236.1,0.0665,0.4017,0.3219,0.4447,low 1481,Rwanda,2020,urban,Education,Junior,12.73,386519,0.1717,320161,0.3153,100932,23,0.6782,0.8462,589.42,0.0732,0.5385,0.7342,0.5976,moderate 1482,Senegal,2020,rural,Security,Junior,16.18,385207,0.299,270040,0.1784,48162,14,0.5024,0.6972,196.33,0.072,0.3143,0.3504,0.4259,low 1483,South Africa,2023,rural,Infrastructure,Executive,61.51,2808984,0.3585,1801883,0.26,468578,17,0.6361,0.859,1695.61,0.0668,0.4322,0.7533,0.5153,moderate 1484,Kenya,2020,remote,Health,Executive,50.61,1948598,0.2857,1391901,0.1471,204800,20,0.5066,0.8096,2361.5,0.093,0.5293,0.7514,0.5149,moderate 1485,Mozambique,2022,rural,Education,Senior,31.29,329747,0.5932,134127,0.1157,15516,5,0.5386,0.6513,154.14,0.0559,0.2402,0.1914,0.284,critical 1486,Tanzania,2023,rural,Administration,Senior,65.05,1023572,0.3731,641675,0.1668,107011,7,0.5285,0.7227,277.07,0.0719,0.3951,0.4396,0.4078,low 1487,South Africa,2019,remote,Security,Director,59.58,2724342,0.3717,1711803,0.199,340734,24,0.538,0.8189,1316.13,0.096,0.5341,0.7601,0.5191,moderate 1488,Uganda,2023,remote,Infrastructure,Junior,47.48,403724,0.6,161489,0.1045,16881,6,0.5687,0.7981,229.63,0.0703,0.3363,0.3372,0.3282,critical 1489,Ghana,2019,urban,Health,Mid_Level,30.64,833931,0.2753,604314,0.3013,182081,15,0.5512,0.6884,209.69,0.0638,0.3401,0.4296,0.4742,low 1490,Ethiopia,2023,rural,Health,Junior,122.93,1421071,0.6,568428,0.1181,67144,5,0.5469,0.6504,86.85,0.0528,0.1873,0.1651,0.2748,critical 1491,Botswana,2020,rural,Health,Junior,2.45,97809,0.2288,75430,0.2448,18464,15,0.5225,0.9344,450.95,0.0708,0.4894,0.5796,0.5386,moderate 1492,South Africa,2022,urban,Administration,Director,61.02,3440763,0.2273,2658573,0.3438,913982,17,0.6188,0.77,1371.87,0.0743,0.4872,0.604,0.5462,moderate 1493,Botswana,2020,rural,Agriculture,Junior,2.45,95143,0.2879,67752,0.2682,18169,24,0.5939,0.8702,538.09,0.0645,0.4949,0.6505,0.5501,moderate 1494,Mozambique,2018,rural,Education,Junior,28.12,306828,0.6,122731,0.1,12273,6,0.4462,0.6787,117.47,0.067,0.2033,0.1881,0.2809,critical 1495,Senegal,2024,capital,Education,Junior,18.0,407444,0.1732,336857,0.2749,92588,10,0.5611,0.811,241.13,0.0613,0.3461,0.339,0.4906,low 1496,Tanzania,2024,remote,Social_Services,Director,67.0,1194432,0.5252,567164,0.1059,60062,11,0.5571,0.7142,739.52,0.0621,0.3972,0.4432,0.3639,low 1497,Ethiopia,2025,rural,Infrastructure,Senior,129.15,1366155,0.5176,659011,0.1283,84519,6,0.5956,0.5931,155.08,0.0696,0.1841,0.1961,0.2947,critical 1498,South Africa,2020,rural,Infrastructure,Junior,60.06,3206122,0.289,2279608,0.2695,614306,21,0.6016,0.8394,438.27,0.0661,0.5557,0.6283,0.5419,moderate 1499,Mozambique,2021,urban,ICT,Senior,30.47,267705,0.4507,147052,0.138,20287,7,0.6068,0.6818,219.41,0.0601,0.202,0.2115,0.3329,critical 1500,South Africa,2023,capital,Infrastructure,Junior,61.51,2982520,0.2628,2198637,0.3377,742507,23,0.5694,0.8778,623.1,0.089,0.5379,0.5879,0.5705,moderate 1501,Tanzania,2020,rural,Justice,Senior,59.53,1148699,0.3535,742646,0.1469,109078,11,0.5528,0.7882,397.32,0.0702,0.3887,0.3618,0.4191,low 1502,Rwanda,2025,urban,Finance,Senior,14.34,407374,0.1484,346902,0.3398,117864,32,0.5585,0.8842,762.13,0.0771,0.5267,0.6643,0.6296,moderate 1503,Nigeria,2024,rural,ICT,Senior,230.0,4002183,0.5003,1999793,0.1755,351053,7,0.5447,0.7876,306.87,0.0584,0.3545,0.3861,0.3785,low 1504,DRC,2025,capital,Justice,Senior,108.36,640023,0.4876,327960,0.1129,37028,3,0.5169,0.6142,213.1,0.0628,0.1821,0.1886,0.293,critical 1505,Ghana,2024,urban,Security,Junior,34.0,959786,0.2645,705894,0.2688,189757,13,0.5294,0.7838,177.19,0.0519,0.3173,0.4217,0.475,low 1506,Tanzania,2025,capital,Social_Services,Senior,69.01,1084407,0.2263,838978,0.2246,188450,6,0.5646,0.7506,354.92,0.0654,0.3283,0.4594,0.4559,low 1507,Ghana,2023,urban,Infrastructure,Junior,33.3,953643,0.263,702791,0.3016,211947,16,0.5701,0.7845,260.84,0.0502,0.3975,0.3931,0.4964,low 1508,Ghana,2025,rural,Health,Junior,34.71,788662,0.3125,542236,0.2086,113136,8,0.6064,0.7425,248.46,0.0552,0.3065,0.4141,0.4275,low 1509,Nigeria,2020,rural,Infrastructure,Junior,208.37,4119432,0.4155,2408008,0.1549,372957,11,0.4643,0.7153,254.66,0.0594,0.3962,0.455,0.4048,low 1510,Tanzania,2024,urban,Finance,Junior,67.0,1322379,0.2888,940517,0.204,191884,9,0.5769,0.7535,197.44,0.0701,0.3093,0.4751,0.4428,low 1511,South Africa,2021,remote,Administration,Junior,60.54,3497159,0.3574,2247445,0.1653,371594,18,0.5908,0.7666,504.55,0.0952,0.5427,0.5804,0.4743,low 1512,Rwanda,2022,capital,Education,Director,13.35,460357,0.1292,400891,0.3223,129217,23,0.5824,0.7802,985.78,0.0776,0.4511,0.7397,0.5919,moderate 1513,DRC,2024,rural,Finance,Senior,105.0,566873,0.6,226749,0.1,22674,5,0.4637,0.6906,127.95,0.0676,0.2153,0.1615,0.2788,critical 1514,Tanzania,2024,capital,Infrastructure,Junior,67.0,1299767,0.3013,908146,0.2327,211306,10,0.6075,0.7784,223.3,0.0591,0.3216,0.3933,0.4461,low 1515,Botswana,2019,rural,Agriculture,Mid_Level,2.41,95908,0.2017,76558,0.2921,22364,23,0.6686,0.8563,414.4,0.0864,0.5195,0.537,0.5642,moderate 1516,Mozambique,2023,urban,Education,Junior,32.13,333602,0.472,176127,0.1274,22437,7,0.5695,0.6383,88.91,0.0547,0.1889,0.2367,0.3196,critical 1517,Kenya,2024,capital,Infrastructure,Junior,55.0,1654798,0.1672,1378106,0.2985,411310,14,0.5271,0.8345,490.53,0.0806,0.4709,0.6496,0.555,moderate 1518,Rwanda,2021,remote,Health,Mid_Level,13.04,355206,0.2565,264078,0.1789,47232,28,0.6997,0.8489,427.09,0.0893,0.4491,0.652,0.538,moderate 1519,Rwanda,2024,urban,Infrastructure,Junior,14.0,364051,0.1935,293603,0.2922,85804,22,0.5888,0.8287,379.2,0.0703,0.489,0.6341,0.5663,moderate 1520,Mozambique,2024,urban,Administration,Junior,33.0,313298,0.5096,153628,0.1528,23467,5,0.5037,0.6945,90.2,0.0551,0.212,0.2263,0.3213,critical 1521,Senegal,2022,urban,ICT,Junior,17.07,406997,0.2067,322851,0.2636,85106,11,0.5056,0.7565,306.91,0.0593,0.2982,0.3291,0.4679,low 1522,Tanzania,2023,rural,Finance,Junior,65.05,1246734,0.365,791702,0.1368,108274,8,0.5382,0.8198,263.83,0.053,0.3849,0.3666,0.4111,low 1523,Nigeria,2025,urban,Administration,Senior,235.75,5229867,0.2753,3789995,0.2552,967381,11,0.517,0.7485,406.48,0.0706,0.3794,0.3886,0.4616,low 1524,Ghana,2023,capital,Finance,Senior,33.3,859138,0.2672,629583,0.2949,185642,11,0.5836,0.6891,482.69,0.0708,0.3899,0.4615,0.4729,low 1525,Botswana,2022,urban,Social_Services,Junior,2.52,125489,0.1664,104609,0.4116,43060,23,0.653,0.8488,532.53,0.0937,0.478,0.5773,0.6017,moderate 1526,Ghana,2018,rural,Agriculture,Mid_Level,30.01,646164,0.2919,457517,0.2193,100310,13,0.488,0.6862,199.28,0.0674,0.3734,0.4222,0.4468,low 1527,Nigeria,2023,remote,Education,Junior,224.39,4387403,0.6,1754961,0.1281,224766,10,0.5902,0.7017,235.81,0.0634,0.4012,0.3447,0.3369,critical 1528,Botswana,2021,remote,Security,Mid_Level,2.49,103736,0.2756,75147,0.194,14577,19,0.6293,0.8875,600.56,0.0695,0.4621,0.7198,0.5284,moderate 1529,Uganda,2019,capital,Education,Junior,41.86,292573,0.333,195134,0.2337,45595,5,0.5303,0.7595,254.63,0.0601,0.2993,0.3276,0.4143,low 1530,Mozambique,2022,remote,Finance,Mid_Level,31.29,358124,0.6,143249,0.1,14324,6,0.5866,0.6606,131.28,0.0669,0.2041,0.2363,0.2831,critical 1531,Ghana,2025,rural,Education,Senior,34.71,821542,0.3711,516665,0.1717,88710,14,0.6326,0.6891,427.11,0.0687,0.309,0.3595,0.4054,low 1532,Ethiopia,2021,remote,Infrastructure,Junior,117.0,1301422,0.6,520568,0.1,52056,5,0.446,0.6865,136.84,0.0688,0.1884,0.2082,0.2801,critical 1533,DRC,2024,rural,Health,Junior,105.0,650014,0.6,260005,0.1,26000,4,0.5506,0.7127,134.01,0.0502,0.1834,0.2253,0.2828,critical 1534,Kenya,2020,remote,Health,Junior,50.61,1916615,0.3844,1179850,0.1865,220049,13,0.5324,0.8749,625.64,0.0716,0.5048,0.5573,0.4705,low 1535,Rwanda,2023,capital,ICT,Junior,13.67,432961,0.16,363705,0.3272,118999,21,0.6008,0.8722,566.16,0.0826,0.4421,0.7603,0.5954,moderate 1536,DRC,2019,rural,Administration,Director,89.7,484578,0.6,193831,0.1,19383,3,0.5475,0.6529,257.9,0.0579,0.222,0.2228,0.2749,critical 1537,Rwanda,2020,capital,Education,Mid_Level,12.73,411763,0.1659,343464,0.4017,137966,25,0.6684,0.8096,517.9,0.0813,0.5295,0.721,0.6179,moderate 1538,Kenya,2020,rural,Administration,Director,50.61,1748936,0.3226,1184657,0.2431,288044,19,0.5643,0.9082,1448.1,0.0827,0.5631,0.5849,0.5287,moderate 1539,Kenya,2023,urban,Finance,Junior,53.87,1791827,0.1925,1446859,0.267,386365,12,0.585,0.8179,356.36,0.0666,0.4453,0.5325,0.5191,moderate 1540,Kenya,2025,urban,Education,Mid_Level,56.15,1737133,0.2188,1356962,0.3514,476823,13,0.4945,0.8719,395.58,0.068,0.5151,0.6809,0.566,moderate 1541,Rwanda,2019,rural,Health,Junior,12.43,399766,0.2258,309482,0.2423,74975,27,0.6347,0.9136,520.63,0.0768,0.5291,0.5874,0.5703,moderate 1542,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,342638,0.3604,219148,0.1364,29886,7,0.6067,0.6457,90.19,0.0568,0.2094,0.1659,0.3459,critical 1543,Tanzania,2024,urban,Finance,Junior,67.0,1035342,0.2992,725523,0.214,155276,8,0.5573,0.7367,260.76,0.0692,0.3357,0.3837,0.4311,low 1544,South Africa,2024,urban,Finance,Senior,62.0,3376562,0.301,2360160,0.3435,810597,19,0.497,0.7985,768.0,0.07,0.4832,0.5937,0.5356,moderate 1545,Senegal,2018,urban,Security,Junior,15.34,365497,0.2086,289255,0.2162,62533,13,0.6218,0.736,237.99,0.0684,0.3532,0.3387,0.464,low 1546,Ethiopia,2018,capital,Justice,Mid_Level,108.65,1225473,0.3632,780346,0.149,116289,5,0.5802,0.654,139.64,0.0548,0.2154,0.195,0.3481,critical 1547,Uganda,2018,urban,Social_Services,Junior,40.56,322266,0.4655,172261,0.2093,36045,7,0.4759,0.8023,197.97,0.0546,0.3105,0.3934,0.3942,low 1548,Tanzania,2023,rural,Finance,Executive,65.05,1204544,0.4125,707623,0.1415,100146,7,0.5401,0.7831,822.82,0.0596,0.3349,0.3902,0.3897,low 1549,Nigeria,2019,capital,Education,Senior,203.29,4438019,0.2522,3318757,0.2208,732908,9,0.5002,0.7985,371.89,0.0685,0.3089,0.4752,0.4628,low 1550,Botswana,2024,rural,Administration,Mid_Level,2.6,104676,0.2517,78330,0.2942,23046,27,0.6059,0.8895,424.09,0.0714,0.5027,0.6297,0.5748,moderate 1551,Tanzania,2019,rural,Infrastructure,Mid_Level,57.79,943342,0.355,608458,0.1659,100921,10,0.4877,0.7969,293.21,0.0676,0.3586,0.3763,0.4207,low 1552,Mozambique,2024,rural,Education,Junior,33.0,325813,0.5772,137743,0.1128,15540,5,0.4864,0.7101,101.42,0.0483,0.232,0.2364,0.2998,critical 1553,Botswana,2023,urban,Infrastructure,Senior,2.56,128596,0.159,108155,0.4104,44387,24,0.5124,0.7834,545.49,0.0944,0.4792,0.7061,0.6089,moderate 1554,Botswana,2018,rural,Infrastructure,Director,2.38,107672,0.2811,77404,0.2792,21614,22,0.6671,0.8493,1544.29,0.0652,0.5131,0.757,0.5589,moderate 1555,Nigeria,2025,urban,Finance,Senior,235.75,4481629,0.3965,2704587,0.2137,578030,7,0.5711,0.7357,342.55,0.0557,0.4004,0.4115,0.4133,low 1556,Tanzania,2025,urban,Finance,Junior,69.01,1216229,0.245,918293,0.1833,168319,8,0.5713,0.7406,252.7,0.0587,0.3528,0.4441,0.4454,low 1557,Nigeria,2024,rural,Education,Mid_Level,230.0,5056787,0.5295,2379024,0.1702,404829,9,0.5785,0.8238,238.89,0.052,0.3851,0.4337,0.3881,low 1558,Kenya,2019,urban,Infrastructure,Mid_Level,49.57,1881087,0.1746,1552622,0.2818,437571,20,0.5132,0.8497,513.8,0.0749,0.5336,0.5344,0.5611,moderate 1559,Rwanda,2024,urban,Infrastructure,Senior,14.0,382483,0.1815,313066,0.2931,91762,32,0.54,0.859,600.61,0.0771,0.4382,0.5704,0.5876,moderate 1560,Senegal,2018,capital,Security,Mid_Level,15.34,291490,0.2539,217472,0.2822,61360,9,0.5261,0.7484,260.49,0.0686,0.3594,0.4766,0.4754,low 1561,Botswana,2023,remote,Infrastructure,Mid_Level,2.56,123497,0.3471,80631,0.1728,13936,17,0.5216,0.8112,621.61,0.0871,0.4376,0.6309,0.4774,low 1562,Ghana,2019,rural,Administration,Junior,30.64,746933,0.4252,429330,0.2052,88114,15,0.5361,0.7065,278.7,0.0513,0.3857,0.4408,0.4211,low 1563,DRC,2020,rural,Social_Services,Director,92.57,530786,0.6,212314,0.1,21231,4,0.5448,0.6049,343.17,0.0654,0.2253,0.1876,0.267,critical 1564,South Africa,2023,rural,Education,Junior,61.51,3639257,0.3585,2334543,0.249,581313,24,0.5309,0.9028,497.25,0.0654,0.5595,0.7223,0.5462,moderate 1565,South Africa,2019,remote,Administration,Senior,59.58,2804476,0.3739,1755963,0.2034,357169,24,0.545,0.8433,594.66,0.0793,0.511,0.5248,0.4975,low 1566,South Africa,2023,urban,Finance,Senior,61.51,2902782,0.2105,2291849,0.3461,793132,20,0.5394,0.9285,639.18,0.0726,0.5357,0.7599,0.6027,moderate 1567,Nigeria,2022,capital,Education,Junior,218.92,4392818,0.3219,2978732,0.2439,726417,10,0.5821,0.7119,204.4,0.0673,0.3014,0.3441,0.4268,low 1568,Ethiopia,2018,rural,Agriculture,Mid_Level,108.65,1270260,0.6,508104,0.1017,51682,5,0.595,0.6553,110.95,0.067,0.1907,0.1857,0.2739,critical 1569,Senegal,2025,capital,Health,Mid_Level,18.49,417357,0.2244,323704,0.2417,78253,12,0.5056,0.8172,209.19,0.0484,0.3571,0.3525,0.4779,low 1570,Botswana,2023,capital,Finance,Junior,2.56,112809,0.1436,96612,0.3836,37060,18,0.6262,0.889,400.05,0.0667,0.4203,0.5789,0.5883,moderate 1571,Nigeria,2021,urban,ICT,Senior,213.58,3731017,0.2915,2643590,0.1982,523941,7,0.5327,0.6865,275.97,0.0508,0.3678,0.3231,0.4162,low 1572,Senegal,2025,urban,Education,Mid_Level,18.49,408871,0.2352,312694,0.2454,76731,9,0.5074,0.6791,275.77,0.0628,0.3677,0.4706,0.4607,low 1573,Kenya,2021,rural,Finance,Mid_Level,51.68,1880784,0.2393,1430679,0.205,293298,17,0.4945,0.8052,588.02,0.0788,0.4204,0.5358,0.5003,moderate 1574,Kenya,2025,remote,Security,Junior,56.15,1887645,0.3112,1300138,0.1824,237108,17,0.6157,0.8263,610.85,0.0777,0.4779,0.6472,0.4967,low 1575,Senegal,2022,remote,Finance,Director,17.07,363475,0.3766,226597,0.1261,28582,7,0.5833,0.6869,562.87,0.054,0.3757,0.4692,0.3924,low 1576,Ghana,2024,urban,Finance,Junior,34.0,958114,0.2288,738874,0.306,226125,14,0.5913,0.7911,225.9,0.0551,0.3375,0.3491,0.4916,low 1577,Botswana,2023,urban,Administration,Senior,2.56,103369,0.1677,86029,0.3597,30943,17,0.6003,0.8904,849.61,0.079,0.5405,0.6775,0.5958,moderate 1578,Ethiopia,2025,remote,Security,Junior,129.15,1704439,0.6,681775,0.1,68177,4,0.4899,0.5991,98.35,0.0673,0.2196,0.2354,0.2704,critical 1579,Senegal,2024,urban,Justice,Mid_Level,18.0,370612,0.2892,263438,0.2781,73255,8,0.5862,0.6867,314.32,0.063,0.315,0.4508,0.4468,low 1580,Botswana,2022,capital,Social_Services,Senior,2.52,112956,0.1835,92225,0.3476,32055,20,0.6101,0.8042,727.69,0.0938,0.538,0.6651,0.582,moderate 1581,Kenya,2022,rural,Social_Services,Junior,52.76,1827557,0.2366,1395134,0.196,273435,15,0.5786,0.9,623.74,0.0775,0.4786,0.5598,0.5162,moderate 1582,Botswana,2019,capital,ICT,Junior,2.41,116968,0.1558,98749,0.4077,40259,27,0.6876,0.8058,623.38,0.0721,0.5348,0.524,0.6072,moderate 1583,Tanzania,2022,rural,Social_Services,Senior,63.15,1068178,0.4519,585426,0.1485,86938,7,0.449,0.7104,289.15,0.0642,0.3127,0.4137,0.3708,low 1584,South Africa,2019,rural,Education,Junior,59.58,3290643,0.402,1967647,0.2892,568974,18,0.6486,0.8691,621.94,0.0649,0.4214,0.5394,0.4932,low 1585,Uganda,2024,capital,Health,Mid_Level,49.0,445795,0.3697,281000,0.2247,63127,6,0.5891,0.6834,217.42,0.0589,0.3212,0.4262,0.406,low 1586,Tanzania,2023,capital,Health,Junior,65.05,995393,0.3068,689996,0.2438,168210,7,0.4635,0.7976,296.66,0.0703,0.3142,0.4036,0.4432,low 1587,DRC,2018,rural,Finance,Mid_Level,86.92,448025,0.6,179210,0.1,17921,4,0.4674,0.6877,93.66,0.0639,0.2276,0.1909,0.28,critical 1588,South Africa,2019,urban,Education,Mid_Level,59.58,2726221,0.2095,2155210,0.3244,699234,17,0.513,0.8869,357.13,0.0936,0.5279,0.6248,0.5695,moderate 1589,South Africa,2024,urban,Agriculture,Junior,62.0,3446788,0.2195,2690105,0.3491,939084,15,0.5508,0.8698,396.65,0.0711,0.536,0.5865,0.5626,moderate 1590,Tanzania,2018,urban,Administration,Mid_Level,56.11,1032862,0.3374,684331,0.226,154632,10,0.5655,0.8046,268.6,0.0544,0.3018,0.3369,0.4317,low 1591,Nigeria,2022,remote,Justice,Senior,218.92,4593481,0.6,1837392,0.1349,247864,8,0.5319,0.7357,299.71,0.0533,0.3274,0.3478,0.3316,critical 1592,Mozambique,2019,remote,Education,Senior,28.88,251096,0.6,100438,0.1,10043,7,0.5321,0.6675,164.97,0.0584,0.2258,0.164,0.2816,critical 1593,Kenya,2018,rural,Health,Mid_Level,48.55,1546152,0.2556,1151031,0.2101,241862,17,0.6237,0.9138,416.61,0.0748,0.5395,0.5433,0.5265,moderate 1594,Rwanda,2018,urban,Social_Services,Junior,12.14,317236,0.1923,256225,0.366,93774,27,0.6412,0.9237,543.16,0.0892,0.4846,0.5793,0.6059,moderate 1595,DRC,2024,rural,Education,Mid_Level,105.0,689815,0.6,275926,0.1,27592,2,0.527,0.7149,146.38,0.069,0.2214,0.1969,0.2791,critical 1596,Kenya,2023,urban,Infrastructure,Mid_Level,53.87,1910141,0.1954,1536954,0.2944,452477,15,0.5138,0.8396,385.32,0.0929,0.4267,0.7377,0.5546,moderate 1597,Kenya,2019,rural,Security,Director,49.57,1927717,0.2917,1365368,0.2006,273883,18,0.5445,0.9156,1529.17,0.074,0.5152,0.608,0.5219,moderate 1598,Kenya,2023,urban,Infrastructure,Senior,53.87,1741766,0.2266,1347090,0.3255,438491,15,0.5468,0.7767,793.91,0.0924,0.4338,0.5543,0.5276,moderate 1599,South Africa,2021,capital,Education,Mid_Level,60.54,3122001,0.2594,2312054,0.3699,855316,21,0.5661,0.8085,491.4,0.0871,0.5566,0.531,0.5602,moderate 1600,Uganda,2022,rural,Health,Senior,46.01,343327,0.6,137330,0.1422,19529,5,0.5573,0.6986,424.59,0.0674,0.3579,0.3634,0.325,critical 1601,Kenya,2021,urban,Security,Mid_Level,51.68,1754616,0.2234,1362614,0.3331,453857,19,0.5366,0.8448,479.83,0.0901,0.5353,0.7452,0.5797,moderate 1602,Ethiopia,2019,rural,Administration,Junior,111.37,1151940,0.5306,540734,0.1156,62491,4,0.4688,0.6537,140.56,0.0685,0.2259,0.2308,0.3,critical 1603,Nigeria,2022,rural,Finance,Senior,218.92,4898248,0.4836,2529683,0.1645,416195,8,0.5041,0.6949,273.11,0.0579,0.302,0.4609,0.3708,low 1604,Ghana,2023,rural,Finance,Junior,33.3,780138,0.4111,459437,0.1738,79835,13,0.5066,0.728,175.46,0.0595,0.311,0.4575,0.4092,low 1605,South Africa,2018,capital,Health,Executive,59.11,3265516,0.2411,2478219,0.3801,942067,24,0.5324,0.8998,2368.55,0.0652,0.436,0.6623,0.5896,moderate 1606,Senegal,2018,urban,Finance,Junior,15.34,358168,0.2425,271305,0.2567,69653,10,0.5258,0.7489,309.93,0.0575,0.3649,0.4534,0.4727,low 1607,Senegal,2022,capital,Health,Mid_Level,17.07,401064,0.2392,305121,0.2844,86785,7,0.5714,0.7657,323.23,0.0664,0.3427,0.4282,0.4707,low 1608,Mozambique,2022,urban,Infrastructure,Junior,31.29,274189,0.4723,144698,0.1338,19357,6,0.5222,0.6903,137.25,0.0663,0.2055,0.2369,0.3282,critical 1609,South Africa,2021,rural,Infrastructure,Junior,60.54,3332462,0.3378,2206842,0.2342,516762,18,0.5136,0.9328,542.96,0.0696,0.5289,0.6765,0.5296,moderate 1610,Senegal,2023,rural,Health,Junior,17.53,416676,0.357,267937,0.1928,51671,7,0.5763,0.7409,279.05,0.0545,0.3783,0.4772,0.4231,low 1611,Rwanda,2020,rural,Agriculture,Junior,12.73,358421,0.236,273828,0.22,60237,18,0.6362,0.8651,577.54,0.0833,0.4924,0.7202,0.542,moderate 1612,Kenya,2018,urban,Security,Director,48.55,1645107,0.241,1248638,0.3316,414033,17,0.5559,0.787,1336.4,0.0657,0.4796,0.5818,0.5393,moderate 1613,Botswana,2025,urban,Infrastructure,Junior,2.64,105830,0.1779,87007,0.4005,34849,24,0.5848,0.9045,351.24,0.0905,0.4253,0.7463,0.6185,moderate 1614,Mozambique,2025,remote,Health,Mid_Level,33.89,372339,0.6,148935,0.1,14893,5,0.4546,0.6495,86.0,0.0635,0.2031,0.1753,0.2728,critical 1615,Senegal,2018,remote,Infrastructure,Mid_Level,15.34,365783,0.4255,210139,0.1309,27506,11,0.5036,0.7592,205.84,0.07,0.351,0.3574,0.3886,low 1616,South Africa,2023,capital,Finance,Senior,61.51,3521879,0.2466,2653546,0.3747,994194,19,0.4916,0.867,784.65,0.0642,0.4366,0.5232,0.5556,moderate 1617,Botswana,2020,capital,Finance,Mid_Level,2.45,108154,0.1478,92168,0.406,37424,26,0.5662,0.8181,512.85,0.0715,0.4662,0.6376,0.6127,moderate 1618,Kenya,2021,rural,Social_Services,Junior,51.68,1780315,0.3193,1211781,0.2242,271690,22,0.6344,0.8099,418.73,0.0691,0.535,0.5998,0.5162,moderate 1619,Ghana,2023,urban,Social_Services,Senior,33.3,723561,0.2526,540825,0.2711,146631,14,0.5917,0.7574,444.38,0.0584,0.3033,0.4593,0.4795,low 1620,Senegal,2022,rural,Education,Mid_Level,17.07,356426,0.3123,245120,0.1602,39279,12,0.5119,0.7203,228.13,0.0584,0.358,0.4292,0.4288,low 1621,DRC,2023,urban,Infrastructure,Junior,101.74,614403,0.6,245761,0.1141,28048,5,0.4663,0.6808,134.98,0.0644,0.2203,0.1618,0.2814,critical 1622,Nigeria,2023,urban,Infrastructure,Junior,224.39,4068259,0.393,2469490,0.2182,538882,9,0.486,0.7698,286.11,0.0701,0.3565,0.3641,0.4163,low 1623,Rwanda,2018,capital,Agriculture,Executive,12.14,318303,0.1376,274514,0.3705,101707,26,0.6315,0.8437,1720.44,0.0794,0.4726,0.7044,0.6175,moderate 1624,Ghana,2019,urban,ICT,Mid_Level,30.64,705710,0.3171,481949,0.2488,119916,14,0.4909,0.8028,202.09,0.0575,0.3989,0.4127,0.4695,low 1625,South Africa,2020,capital,Health,Junior,60.06,3208560,0.2266,2481429,0.4258,1056695,23,0.6674,0.852,484.0,0.0821,0.4712,0.5748,0.5897,moderate 1626,Uganda,2024,rural,Education,Junior,49.0,359712,0.5536,160585,0.1341,21526,9,0.5406,0.7368,287.44,0.0697,0.3833,0.3992,0.3564,low 1627,Uganda,2020,rural,Social_Services,Executive,43.2,341162,0.5763,144536,0.1313,18979,5,0.4815,0.6772,1005.66,0.057,0.3687,0.4185,0.3315,critical 1628,South Africa,2019,rural,Education,Junior,59.58,3603068,0.2773,2603967,0.24,625046,21,0.5613,0.8298,566.82,0.0833,0.4927,0.7504,0.542,moderate 1629,Botswana,2018,urban,Education,Junior,2.38,122378,0.2067,97083,0.3381,32826,21,0.536,0.8814,455.13,0.0934,0.447,0.611,0.5734,moderate 1630,Uganda,2025,remote,Education,Mid_Level,50.57,451111,0.6,180444,0.1093,19726,8,0.5992,0.7526,202.27,0.0593,0.374,0.3987,0.3375,critical 1631,Nigeria,2020,rural,Finance,Director,208.37,3982517,0.4891,2034478,0.1708,347439,7,0.5232,0.6794,733.69,0.0656,0.3028,0.4,0.3601,low 1632,Uganda,2025,urban,Administration,Junior,50.57,344663,0.4099,203370,0.1774,36086,9,0.564,0.778,275.99,0.0643,0.3759,0.4272,0.4114,low 1633,Uganda,2024,rural,Education,Mid_Level,49.0,384971,0.5038,191014,0.1364,26063,6,0.4629,0.7996,288.47,0.0561,0.3967,0.4719,0.38,low 1634,Ethiopia,2024,capital,Education,Mid_Level,126.0,1611209,0.4426,898009,0.177,158938,5,0.59,0.6567,149.09,0.0676,0.1998,0.2251,0.3371,critical 1635,Uganda,2018,capital,ICT,Junior,40.56,320661,0.4249,184396,0.2013,37118,6,0.4576,0.7534,204.95,0.0496,0.3829,0.3726,0.3976,low 1636,Uganda,2022,capital,Infrastructure,Mid_Level,46.01,362530,0.3366,240503,0.1981,47641,5,0.46,0.7494,195.82,0.0534,0.3148,0.4484,0.4166,low 1637,Kenya,2021,urban,Agriculture,Junior,51.68,1699275,0.193,1371352,0.3112,426788,16,0.5025,0.9203,569.72,0.0661,0.5496,0.5643,0.569,moderate 1638,Botswana,2018,capital,Administration,Junior,2.38,116214,0.1776,95572,0.4054,38745,20,0.5092,0.8858,468.43,0.0811,0.4241,0.7217,0.6044,moderate 1639,DRC,2023,rural,Infrastructure,Junior,101.74,581603,0.5957,235131,0.1,23513,2,0.432,0.589,98.65,0.0617,0.2214,0.1937,0.2609,critical 1640,Ghana,2021,rural,Agriculture,Senior,31.94,875072,0.4066,519278,0.2162,112287,15,0.5693,0.7643,426.13,0.0528,0.3353,0.466,0.4347,low 1641,Kenya,2022,capital,Finance,Junior,52.76,1767011,0.1832,1443226,0.3365,485671,17,0.4859,0.8407,358.69,0.077,0.5116,0.5527,0.5634,moderate 1642,Ghana,2025,rural,Education,Junior,34.71,762902,0.2912,540762,0.2205,119212,13,0.5983,0.7683,311.01,0.0695,0.3036,0.3503,0.4455,low 1643,Senegal,2021,urban,Infrastructure,Junior,16.62,398204,0.1951,320503,0.2679,85878,10,0.4598,0.8021,242.01,0.0654,0.3897,0.3255,0.485,low 1644,Ghana,2020,capital,Health,Director,31.29,853901,0.227,660053,0.3105,204959,15,0.5131,0.6771,746.54,0.0653,0.3143,0.3983,0.4812,low 1645,Uganda,2019,rural,Security,Junior,41.86,363092,0.5343,169093,0.1487,25138,8,0.5241,0.7189,205.65,0.0659,0.3649,0.365,0.3544,low 1646,Nigeria,2025,rural,Health,Junior,235.75,4777305,0.3784,2969437,0.1914,568358,10,0.4697,0.7415,208.3,0.0598,0.3234,0.4531,0.4171,low 1647,Rwanda,2023,remote,Education,Junior,13.67,447742,0.2564,332951,0.17,56602,32,0.679,0.9113,472.09,0.0827,0.4827,0.6371,0.5571,moderate 1648,Rwanda,2019,rural,Education,Mid_Level,12.43,412995,0.2396,314029,0.2139,67173,26,0.6032,0.8092,362.26,0.0842,0.5311,0.7648,0.5596,moderate 1649,Uganda,2020,urban,Health,Executive,43.2,381839,0.4791,198887,0.1922,38232,6,0.5355,0.7308,908.72,0.05,0.3052,0.3806,0.3715,low 1650,South Africa,2025,rural,Justice,Junior,62.5,3545336,0.3292,2378266,0.2187,520102,18,0.5087,0.9101,602.09,0.0732,0.5065,0.6146,0.516,moderate 1651,Botswana,2019,urban,Justice,Senior,2.41,97177,0.19,78718,0.3168,24938,16,0.4931,0.7747,675.2,0.0754,0.5191,0.6058,0.5504,moderate 1652,Uganda,2019,remote,Administration,Junior,41.86,321092,0.5854,133130,0.1195,15903,6,0.4608,0.784,281.76,0.0538,0.3313,0.3864,0.3379,critical 1653,Senegal,2020,urban,Social_Services,Senior,16.18,376541,0.2612,278205,0.248,68999,10,0.5757,0.6925,294.24,0.051,0.3744,0.4146,0.4545,low 1654,Tanzania,2021,urban,Social_Services,Junior,61.31,1065003,0.3279,715780,0.2258,161629,8,0.488,0.817,236.19,0.0691,0.3792,0.4578,0.4507,low 1655,Mozambique,2018,rural,Education,Junior,28.12,261829,0.5505,117692,0.1,11769,6,0.4926,0.6205,109.96,0.0645,0.1785,0.2198,0.2853,critical 1656,Nigeria,2020,rural,Justice,Mid_Level,208.37,4351343,0.5256,2064323,0.1443,297892,9,0.6046,0.8006,267.52,0.0535,0.3322,0.4573,0.3762,low 1657,DRC,2023,urban,Health,Senior,101.74,624424,0.6,249769,0.1123,28039,3,0.4799,0.6476,160.85,0.0498,0.1982,0.1775,0.2703,critical 1658,Ethiopia,2024,urban,Finance,Mid_Level,126.0,1352889,0.4784,705650,0.17,119988,5,0.5173,0.6941,152.2,0.0677,0.2042,0.2089,0.3308,critical 1659,Mozambique,2022,urban,Finance,Senior,31.29,294149,0.4993,147275,0.159,23421,5,0.4611,0.7094,144.48,0.0665,0.181,0.1788,0.3198,critical 1660,DRC,2020,urban,Administration,Junior,92.57,501040,0.5814,209734,0.1312,27511,3,0.554,0.589,143.33,0.0654,0.235,0.211,0.2779,critical 1661,Nigeria,2025,urban,Security,Mid_Level,235.75,4387695,0.3943,2657722,0.2503,665352,12,0.5254,0.8012,222.25,0.0711,0.3,0.4191,0.4361,low 1662,Rwanda,2018,rural,Education,Senior,12.14,405023,0.2046,322154,0.2571,82816,27,0.5946,0.8234,619.64,0.066,0.4926,0.6604,0.5694,moderate 1663,Mozambique,2021,remote,Health,Senior,30.47,332144,0.6,132857,0.1,13285,4,0.5722,0.6818,215.94,0.0537,0.2134,0.1933,0.2779,critical 1664,Rwanda,2023,rural,Health,Junior,13.67,353998,0.1864,288019,0.2169,62461,18,0.5472,0.8798,587.92,0.0751,0.4288,0.7174,0.5492,moderate 1665,Ghana,2021,urban,Finance,Director,31.94,768108,0.3196,522604,0.2495,130412,9,0.4809,0.7911,639.1,0.062,0.3991,0.4008,0.4536,low 1666,Botswana,2018,rural,Education,Mid_Level,2.38,118377,0.2497,88819,0.2538,22544,23,0.5257,0.8173,501.24,0.0721,0.4223,0.6721,0.5406,moderate 1667,Uganda,2021,urban,ICT,Junior,44.58,319652,0.466,170708,0.1711,29216,9,0.5637,0.7542,216.76,0.0566,0.3842,0.3292,0.3833,low 1668,Uganda,2024,rural,Security,Junior,49.0,420536,0.5882,173175,0.1195,20703,9,0.4769,0.8191,185.62,0.0537,0.37,0.342,0.3494,critical 1669,South Africa,2019,capital,Social_Services,Junior,59.58,3283242,0.2355,2510017,0.3793,951985,18,0.5376,0.9277,585.61,0.0935,0.5244,0.7355,0.5961,moderate 1670,Rwanda,2025,urban,Administration,Junior,14.34,379486,0.1614,318245,0.3189,101499,24,0.6026,0.8565,611.17,0.0751,0.463,0.7025,0.5944,moderate 1671,Uganda,2023,rural,Education,Junior,47.48,430447,0.4416,240381,0.1476,35470,6,0.512,0.8007,237.94,0.0515,0.3767,0.3232,0.3816,low 1672,Uganda,2020,urban,Finance,Mid_Level,43.2,333293,0.3873,204217,0.1838,37526,9,0.4584,0.8159,228.73,0.0568,0.3737,0.3821,0.4196,low 1673,Nigeria,2022,remote,Social_Services,Mid_Level,218.92,4662919,0.5383,2152879,0.1364,293726,8,0.4595,0.7561,207.3,0.0655,0.3081,0.3214,0.3459,critical 1674,Botswana,2023,urban,ICT,Junior,2.56,102242,0.1529,86604,0.3634,31473,17,0.615,0.7772,626.23,0.0813,0.5189,0.554,0.569,moderate 1675,South Africa,2018,urban,Infrastructure,Mid_Level,59.11,2972634,0.2332,2279489,0.3965,903914,17,0.5063,0.8261,441.16,0.0775,0.5082,0.6768,0.5758,moderate 1676,Botswana,2023,capital,Health,Senior,2.56,105489,0.1556,89073,0.3978,35436,25,0.5394,0.9184,669.69,0.0954,0.4585,0.7087,0.6275,moderate 1677,Uganda,2021,rural,Finance,Senior,44.58,383824,0.5586,169426,0.1295,21940,6,0.6013,0.8138,293.64,0.0529,0.3087,0.3522,0.3459,critical 1678,Rwanda,2020,rural,Health,Senior,12.73,436069,0.1971,350101,0.2321,81262,25,0.547,0.8894,786.0,0.0676,0.5482,0.5986,0.5693,moderate 1679,Ethiopia,2019,remote,Health,Junior,111.37,1231168,0.6,492467,0.1,49246,5,0.4991,0.6577,84.42,0.0572,0.238,0.222,0.2822,critical 1680,Nigeria,2023,urban,Infrastructure,Senior,224.39,4999624,0.3659,3170145,0.228,722756,7,0.4677,0.675,343.32,0.0486,0.3432,0.4156,0.4102,low 1681,Ghana,2022,rural,Education,Mid_Level,32.62,932770,0.352,604411,0.218,131773,11,0.5641,0.7473,278.29,0.0695,0.3438,0.4412,0.4346,low 1682,Ethiopia,2025,rural,Health,Junior,129.15,1727853,0.6,691141,0.1274,88046,4,0.5606,0.6892,145.73,0.0646,0.1872,0.2145,0.2854,critical 1683,Ghana,2022,urban,Education,Senior,32.62,727807,0.2616,537414,0.2794,150168,16,0.5929,0.7207,276.15,0.0556,0.3282,0.4511,0.4805,low 1684,Mozambique,2021,capital,Social_Services,Junior,30.47,259228,0.3801,160689,0.1317,21156,4,0.5911,0.6948,139.01,0.0641,0.1815,0.2269,0.3429,critical 1685,Nigeria,2021,capital,Education,Mid_Level,213.58,3648372,0.2703,2662252,0.2396,637864,9,0.4559,0.7598,204.65,0.0623,0.3226,0.3844,0.4495,low 1686,Rwanda,2022,rural,Health,Mid_Level,13.35,438591,0.1906,354980,0.2375,84292,24,0.6586,0.8396,633.15,0.0849,0.499,0.5959,0.5571,moderate 1687,Uganda,2022,capital,Finance,Junior,46.01,386868,0.398,232888,0.237,55195,6,0.5845,0.8019,304.36,0.0658,0.3256,0.4605,0.4236,low 1688,Mozambique,2022,rural,Education,Junior,31.29,291931,0.5786,123013,0.1,12301,7,0.4509,0.5954,107.43,0.052,0.2041,0.2174,0.2793,critical 1689,Ethiopia,2025,urban,Education,Senior,129.15,1443816,0.511,706013,0.1579,111449,6,0.4506,0.7124,230.14,0.0485,0.21,0.1921,0.3238,critical 1690,Ghana,2020,remote,Health,Junior,31.29,666796,0.4644,357109,0.1629,58177,13,0.5771,0.6849,282.22,0.0578,0.3472,0.4136,0.3859,low 1691,Tanzania,2025,rural,Security,Junior,69.01,1068691,0.4021,638940,0.1644,105021,10,0.5575,0.7201,208.15,0.0502,0.3713,0.4753,0.4082,low 1692,South Africa,2022,rural,Security,Junior,61.02,2935029,0.3021,2048419,0.2847,583231,14,0.5629,0.8291,547.81,0.0711,0.5578,0.6061,0.5214,moderate 1693,Rwanda,2025,urban,Finance,Mid_Level,14.34,436926,0.1386,376376,0.3432,129187,26,0.6159,0.8905,546.04,0.0757,0.4633,0.5852,0.6046,moderate 1694,Nigeria,2022,urban,Health,Senior,218.92,3996290,0.2923,2828340,0.2552,721752,11,0.5874,0.7276,401.42,0.0704,0.3272,0.331,0.4432,low 1695,Tanzania,2019,remote,Education,Mid_Level,57.79,1051094,0.5861,435065,0.1106,48116,9,0.6097,0.7052,264.68,0.0495,0.3251,0.3311,0.325,critical 1696,Mozambique,2020,urban,Social_Services,Mid_Level,29.66,288187,0.4652,154112,0.1572,24225,5,0.4524,0.5993,145.72,0.0683,0.2084,0.1718,0.3134,critical 1697,Kenya,2022,rural,Education,Junior,52.76,1747985,0.2906,1240052,0.2561,317634,14,0.6251,0.8426,548.97,0.0916,0.4984,0.536,0.5062,moderate 1698,Senegal,2020,rural,Infrastructure,Junior,16.18,364865,0.294,257592,0.1653,42573,13,0.5355,0.7161,236.38,0.0701,0.3165,0.3496,0.4243,low 1699,Mozambique,2020,capital,Health,Junior,29.66,265154,0.4056,157617,0.1374,21661,5,0.5521,0.5891,99.05,0.0719,0.2161,0.2128,0.3267,critical 1700,Rwanda,2022,remote,Health,Junior,13.35,438534,0.2164,343616,0.1797,61733,17,0.5421,0.8757,514.2,0.0819,0.4396,0.5966,0.5183,moderate 1701,Ghana,2023,capital,Agriculture,Mid_Level,33.3,793544,0.2241,615680,0.3204,197243,11,0.4754,0.8193,194.56,0.0671,0.299,0.3783,0.4922,low 1702,Tanzania,2022,capital,Security,Junior,63.15,1150810,0.2949,811470,0.2416,196074,8,0.5058,0.6818,311.95,0.0622,0.3638,0.3905,0.4344,low 1703,DRC,2020,capital,Health,Junior,92.57,512381,0.3925,311254,0.1277,39759,3,0.4999,0.6869,127.17,0.048,0.2265,0.1986,0.3369,critical 1704,Senegal,2022,remote,Health,Mid_Level,17.07,350915,0.3299,235131,0.1319,31007,9,0.4558,0.7489,221.67,0.0584,0.2987,0.3843,0.4036,low 1705,Senegal,2021,urban,Security,Executive,16.62,313799,0.2329,240717,0.2728,65660,11,0.6229,0.782,1134.55,0.0498,0.3264,0.4134,0.4788,low 1706,Rwanda,2022,rural,ICT,Junior,13.35,391939,0.2477,294857,0.2591,76385,29,0.6382,0.9338,457.37,0.0677,0.436,0.6333,0.5723,moderate 1707,Ethiopia,2024,rural,Agriculture,Junior,126.0,1609447,0.5426,736174,0.1127,82949,4,0.5111,0.641,127.53,0.0602,0.24,0.232,0.2959,critical 1708,Ethiopia,2020,capital,Health,Junior,114.15,1255600,0.4853,646259,0.1894,122409,4,0.5561,0.6936,111.18,0.0689,0.2408,0.2374,0.3379,critical 1709,Nigeria,2023,urban,Education,Executive,224.39,4186459,0.3292,2808353,0.2147,602823,9,0.4733,0.7964,1003.06,0.0581,0.3356,0.4128,0.4382,low 1710,Uganda,2024,remote,Social_Services,Junior,49.0,431277,0.6,172510,0.1094,18864,8,0.516,0.7479,278.89,0.0554,0.3759,0.3767,0.3348,critical 1711,Ghana,2022,rural,Health,Junior,32.62,830356,0.3033,578526,0.1787,103376,14,0.4769,0.7665,180.12,0.0508,0.3385,0.4744,0.4501,low 1712,DRC,2022,urban,Finance,Mid_Level,98.59,612727,0.4899,312572,0.105,32823,3,0.5342,0.6912,126.68,0.0646,0.209,0.2053,0.3064,critical 1713,Nigeria,2023,capital,Administration,Junior,224.39,4628750,0.3073,3206267,0.2787,893628,7,0.5889,0.6956,196.68,0.0687,0.3245,0.4179,0.4389,low 1714,Ethiopia,2021,remote,Justice,Junior,117.0,1536067,0.6,614426,0.1,61442,5,0.5517,0.6704,143.76,0.0613,0.237,0.1716,0.2789,critical 1715,Rwanda,2020,rural,Education,Junior,12.73,413258,0.2193,322617,0.2132,68768,20,0.5454,0.8165,391.0,0.0907,0.458,0.7286,0.5396,moderate 1716,Tanzania,2025,urban,ICT,Junior,69.01,1297129,0.3554,836191,0.2355,196961,7,0.4896,0.7144,316.45,0.0539,0.351,0.376,0.4174,low 1717,Kenya,2020,urban,Education,Mid_Level,50.61,1731838,0.1977,1389415,0.3086,428709,15,0.6028,0.8506,502.76,0.0707,0.421,0.7304,0.5579,moderate 1718,South Africa,2024,capital,Education,Junior,62.0,3467596,0.1995,2775894,0.4323,1199980,14,0.635,0.7767,445.25,0.072,0.4547,0.7786,0.583,moderate 1719,Kenya,2021,capital,ICT,Junior,51.68,1576712,0.1457,1346920,0.3323,447572,21,0.4994,0.8883,428.13,0.071,0.52,0.7144,0.6058,moderate 1720,South Africa,2022,capital,Health,Mid_Level,61.02,3330695,0.2209,2594823,0.3455,896563,23,0.5158,0.8743,556.52,0.0711,0.4875,0.6553,0.5841,moderate 1721,Rwanda,2022,remote,Infrastructure,Junior,13.35,381914,0.2839,273504,0.1676,45831,29,0.5587,0.7893,419.31,0.092,0.5166,0.6552,0.529,moderate 1722,Nigeria,2020,remote,Administration,Junior,208.37,4483331,0.6,1793332,0.1189,213307,8,0.5393,0.7363,289.22,0.0609,0.3197,0.377,0.3299,critical 1723,Botswana,2023,capital,Education,Junior,2.56,126366,0.1423,108387,0.3521,38158,26,0.5296,0.8813,463.96,0.0903,0.4434,0.5419,0.5982,moderate 1724,Rwanda,2019,remote,Social_Services,Junior,12.43,340146,0.2329,260912,0.1616,42175,20,0.6475,0.7684,614.04,0.0653,0.538,0.6307,0.5143,moderate 1725,Kenya,2018,rural,Education,Senior,48.55,1827924,0.322,1239275,0.2463,305235,14,0.5409,0.8834,667.23,0.0815,0.4514,0.6924,0.513,moderate 1726,Tanzania,2020,capital,ICT,Senior,59.53,1008419,0.2249,781637,0.2518,196814,7,0.5447,0.7919,323.8,0.0548,0.304,0.3712,0.4605,low 1727,South Africa,2022,capital,ICT,Mid_Level,61.02,2946768,0.2308,2266676,0.3657,828899,18,0.5823,0.7834,414.59,0.0688,0.4421,0.6904,0.5595,moderate 1728,Tanzania,2025,rural,ICT,Mid_Level,69.01,1161429,0.455,633010,0.1364,86368,6,0.5944,0.7725,314.34,0.0512,0.3782,0.3576,0.3748,low 1729,Rwanda,2020,rural,Finance,Mid_Level,12.73,426368,0.248,320610,0.2005,64297,19,0.6483,0.8606,494.06,0.0661,0.4202,0.7679,0.5335,moderate 1730,Rwanda,2021,rural,Education,Junior,13.04,398226,0.2485,299271,0.2203,65924,22,0.5969,0.7718,463.63,0.0818,0.4172,0.6859,0.524,moderate 1731,Rwanda,2018,rural,Social_Services,Senior,12.14,383241,0.2213,298422,0.2216,66136,23,0.5187,0.8852,536.11,0.0772,0.4909,0.689,0.5584,moderate 1732,Ethiopia,2020,urban,Agriculture,Director,114.15,1440467,0.4261,826701,0.17,140575,3,0.477,0.5991,290.47,0.0633,0.212,0.2249,0.327,critical 1733,Senegal,2022,capital,Infrastructure,Mid_Level,17.07,375784,0.211,296498,0.2711,80394,11,0.5131,0.8031,206.15,0.0488,0.3754,0.4548,0.496,low 1734,Tanzania,2023,urban,ICT,Junior,65.05,1137819,0.3078,787570,0.2111,166256,9,0.611,0.7106,197.28,0.0582,0.3504,0.4341,0.4334,low 1735,DRC,2025,rural,ICT,Junior,108.36,593379,0.6,237351,0.1,23735,3,0.4653,0.6385,106.86,0.0635,0.2346,0.1711,0.2688,critical 1736,Nigeria,2022,capital,Education,Junior,218.92,4482248,0.3066,3108055,0.2628,816845,11,0.493,0.7865,275.05,0.0499,0.3337,0.3244,0.4503,low 1737,Nigeria,2018,urban,Education,Director,198.33,4435162,0.348,2891671,0.2473,715075,12,0.5332,0.7534,681.68,0.0701,0.3812,0.3303,0.439,low 1738,Botswana,2023,capital,Education,Mid_Level,2.56,122059,0.1451,104348,0.3808,39731,25,0.5374,0.9095,486.81,0.0828,0.4283,0.7682,0.6275,moderate 1739,Nigeria,2025,capital,Security,Senior,235.75,4180272,0.3093,2887337,0.2785,804106,10,0.6087,0.6822,469.32,0.0715,0.3139,0.389,0.4399,low 1740,Tanzania,2022,remote,Health,Junior,63.15,1238374,0.4772,647445,0.1213,78536,9,0.6121,0.6962,317.27,0.0615,0.3924,0.3389,0.3611,low 1741,Mozambique,2023,remote,Justice,Junior,32.13,316716,0.6,126686,0.1,12668,6,0.5958,0.6674,91.37,0.0539,0.2024,0.17,0.2774,critical 1742,DRC,2024,capital,Health,Mid_Level,105.0,559471,0.4628,300558,0.1266,38046,2,0.5165,0.6474,132.13,0.0533,0.201,0.2128,0.3094,critical 1743,Tanzania,2018,capital,Education,Junior,56.11,870477,0.3155,595869,0.2321,138288,9,0.4966,0.6762,287.61,0.0654,0.3996,0.3234,0.4254,low 1744,South Africa,2019,rural,Education,Junior,59.58,2969104,0.2856,2121128,0.2775,588661,24,0.6205,0.8306,580.64,0.0842,0.5329,0.6528,0.5511,moderate 1745,South Africa,2025,capital,Agriculture,Senior,62.5,3703674,0.2687,2708335,0.3661,991505,22,0.551,0.8754,607.9,0.0775,0.5518,0.7308,0.5889,moderate 1746,Ethiopia,2021,capital,Education,Junior,117.0,1222300,0.4883,625458,0.1676,104806,3,0.5453,0.5946,112.52,0.0535,0.1889,0.2027,0.3057,critical 1747,Nigeria,2023,urban,Social_Services,Director,224.39,4901375,0.3991,2945106,0.2607,767883,11,0.5102,0.7011,710.13,0.0683,0.3839,0.423,0.4288,low 1748,Ethiopia,2024,rural,Security,Junior,126.0,1494071,0.5125,728315,0.1,72831,5,0.4494,0.7037,116.42,0.0648,0.1878,0.2278,0.3065,critical 1749,Botswana,2021,urban,Security,Mid_Level,2.49,114010,0.2075,90354,0.4036,36465,19,0.6489,0.8252,431.7,0.074,0.4692,0.6024,0.5775,moderate 1750,Senegal,2024,rural,ICT,Junior,18.0,409540,0.2716,298290,0.177,52793,10,0.5693,0.7868,210.71,0.0526,0.3415,0.3587,0.4394,low 1751,Ghana,2023,urban,Social_Services,Executive,33.3,802073,0.3145,549824,0.2919,160498,9,0.59,0.7472,1125.5,0.0649,0.3905,0.4418,0.4622,low 1752,Senegal,2024,urban,ICT,Mid_Level,18.0,428514,0.2779,309437,0.2186,67639,9,0.59,0.8133,288.41,0.0596,0.3239,0.404,0.4525,low 1753,South Africa,2021,rural,Agriculture,Junior,60.54,3206918,0.4013,1919943,0.2606,500264,16,0.564,0.8442,443.12,0.0876,0.4559,0.6481,0.4918,low 1754,Kenya,2021,urban,Agriculture,Mid_Level,51.68,1614939,0.1854,1315603,0.3332,438372,21,0.5042,0.7775,630.15,0.0687,0.5605,0.7353,0.5857,moderate 1755,South Africa,2018,capital,ICT,Junior,59.11,3168934,0.2039,2522646,0.3894,982359,24,0.6241,0.7729,528.56,0.0852,0.446,0.7182,0.5887,moderate 1756,Ethiopia,2023,capital,ICT,Junior,122.93,1356689,0.3505,881194,0.1617,142463,4,0.4847,0.6881,130.51,0.0512,0.2231,0.2179,0.3601,low 1757,Ghana,2022,remote,Education,Junior,32.62,700131,0.4177,407687,0.1469,59892,9,0.5466,0.8101,294.53,0.0641,0.367,0.4368,0.4067,low 1758,Botswana,2021,urban,Education,Junior,2.49,113975,0.1869,92670,0.3273,30334,19,0.6256,0.8085,477.72,0.0692,0.4415,0.7166,0.5697,moderate 1759,Tanzania,2018,urban,ICT,Mid_Level,56.11,1042188,0.3137,715226,0.1959,140145,8,0.5162,0.7096,210.1,0.0626,0.3089,0.3407,0.412,low 1760,Rwanda,2022,urban,Agriculture,Junior,13.35,425166,0.1847,346649,0.3257,112918,30,0.6013,0.7784,463.26,0.0783,0.5437,0.607,0.5921,moderate 1761,Senegal,2020,remote,Education,Mid_Level,16.18,337456,0.4781,176106,0.1219,21464,12,0.5562,0.8218,324.11,0.067,0.3084,0.395,0.3845,low 1762,Rwanda,2024,urban,Administration,Senior,14.0,396433,0.1422,340044,0.3062,104116,27,0.6045,0.7725,859.11,0.0654,0.4767,0.6402,0.586,moderate 1763,Tanzania,2022,capital,Justice,Senior,63.15,1204260,0.3116,828972,0.2181,180789,7,0.4595,0.7832,298.97,0.0705,0.3603,0.4487,0.4425,low 1764,Senegal,2021,rural,Finance,Mid_Level,16.62,395586,0.2901,280840,0.1999,56131,12,0.5885,0.7107,188.52,0.0497,0.3654,0.344,0.435,low 1765,Mozambique,2025,remote,Health,Mid_Level,33.89,314586,0.6,125834,0.1,12583,7,0.5904,0.5903,103.44,0.0588,0.2114,0.167,0.2689,critical 1766,Ethiopia,2024,remote,Finance,Senior,126.0,1591994,0.6,636797,0.1,63679,4,0.5234,0.6207,202.92,0.0518,0.1938,0.1984,0.2673,critical 1767,Tanzania,2021,capital,Education,Senior,61.31,1133744,0.2511,849114,0.2596,220428,10,0.477,0.7601,331.26,0.061,0.3729,0.3214,0.4606,low 1768,Nigeria,2022,urban,Infrastructure,Junior,218.92,4795470,0.3434,3148728,0.211,664308,11,0.4686,0.7639,250.26,0.049,0.3237,0.3323,0.4246,low 1769,Kenya,2023,rural,Health,Junior,53.87,2100502,0.2377,1601230,0.2108,337548,19,0.5001,0.9261,356.9,0.0912,0.4696,0.559,0.5326,moderate 1770,Kenya,2021,remote,Infrastructure,Junior,51.68,2048223,0.2894,1455506,0.1456,211858,12,0.6016,0.791,403.69,0.0942,0.5064,0.5942,0.4728,low 1771,Tanzania,2022,capital,Infrastructure,Junior,63.15,1178590,0.2913,835231,0.2245,187518,7,0.5051,0.7887,293.06,0.0669,0.3998,0.452,0.4543,low 1772,Nigeria,2025,rural,Education,Mid_Level,235.75,4287586,0.3754,2678203,0.158,423120,9,0.5696,0.7295,175.47,0.07,0.3594,0.3537,0.3989,low 1773,DRC,2020,capital,Administration,Junior,92.57,628843,0.4347,355454,0.1373,48807,2,0.5055,0.633,108.09,0.0718,0.2239,0.1805,0.316,critical 1774,Nigeria,2024,capital,Administration,Junior,230.0,4173114,0.2727,3034945,0.2259,685682,12,0.5161,0.6964,296.94,0.0531,0.3074,0.4269,0.4462,low 1775,Senegal,2018,rural,Agriculture,Junior,15.34,334825,0.2932,236651,0.181,42825,11,0.5883,0.7449,293.0,0.0497,0.3942,0.3497,0.4356,low 1776,Nigeria,2024,urban,Health,Junior,230.0,5177296,0.3827,3196015,0.2464,787518,9,0.5503,0.7098,272.18,0.0543,0.3845,0.4327,0.4266,low 1777,Rwanda,2021,rural,Education,Junior,13.04,360080,0.1963,289405,0.2159,62485,27,0.6517,0.8427,646.34,0.0925,0.4293,0.6397,0.5557,moderate 1778,Ghana,2025,capital,Education,Director,34.71,939724,0.2719,684210,0.3275,224058,10,0.5723,0.7954,522.43,0.049,0.3162,0.4386,0.4837,low 1779,Kenya,2023,rural,Education,Mid_Level,53.87,1617750,0.317,1104940,0.2277,251552,20,0.5424,0.7789,368.85,0.0901,0.4388,0.7342,0.5118,moderate 1780,South Africa,2020,urban,Education,Junior,60.06,3223288,0.2429,2440459,0.3398,829157,21,0.5514,0.8608,547.33,0.0669,0.468,0.5434,0.557,moderate 1781,Nigeria,2018,capital,Agriculture,Junior,198.33,4405071,0.3311,2946405,0.2149,633084,10,0.4607,0.6914,323.24,0.059,0.3004,0.4561,0.4253,low 1782,Ethiopia,2025,rural,Security,Senior,129.15,1658908,0.6,663563,0.1232,81736,5,0.4825,0.5855,164.73,0.05,0.1825,0.1975,0.2691,critical 1783,Uganda,2025,capital,Education,Senior,50.57,392629,0.3973,236650,0.2127,50327,7,0.4743,0.7278,402.39,0.0486,0.3173,0.3818,0.4004,low 1784,Mozambique,2023,rural,Security,Mid_Level,32.13,276119,0.6,110447,0.1106,12215,5,0.5176,0.6251,149.28,0.0572,0.2035,0.233,0.2776,critical 1785,Uganda,2022,capital,Security,Senior,46.01,350161,0.3639,222741,0.218,48555,7,0.6071,0.751,407.26,0.067,0.3118,0.327,0.4076,low 1786,Senegal,2025,rural,Education,Junior,18.49,365990,0.2605,270663,0.1736,46996,11,0.4886,0.771,318.14,0.0718,0.385,0.391,0.449,low 1787,Tanzania,2022,urban,Health,Senior,63.15,1196720,0.3134,821683,0.1975,162291,7,0.5871,0.7019,279.09,0.063,0.3715,0.3391,0.4149,low 1788,Senegal,2019,rural,Administration,Mid_Level,15.76,376975,0.3006,263658,0.1901,50128,11,0.6,0.7914,217.62,0.0516,0.3823,0.3252,0.4393,low 1789,South Africa,2023,urban,Health,Mid_Level,61.51,3243171,0.2934,2291474,0.3162,724592,14,0.4944,0.8108,545.67,0.0756,0.4339,0.7752,0.5332,moderate 1790,Senegal,2018,urban,Administration,Mid_Level,15.34,319253,0.2887,227079,0.2465,55970,7,0.4498,0.8162,217.18,0.0675,0.3021,0.3435,0.4439,low 1791,Ethiopia,2024,remote,Health,Junior,126.0,1613112,0.6,645244,0.1,64524,4,0.585,0.6074,103.1,0.0558,0.1872,0.2029,0.2651,critical 1792,Rwanda,2020,urban,Education,Junior,12.73,424686,0.1626,355621,0.3061,108861,17,0.5847,0.898,545.02,0.0892,0.4393,0.7726,0.5843,moderate 1793,DRC,2019,urban,Infrastructure,Junior,89.7,528905,0.4743,278057,0.1241,34514,4,0.5339,0.6398,106.34,0.0679,0.2104,0.1997,0.3095,critical 1794,South Africa,2018,capital,Education,Mid_Level,59.11,3457074,0.2729,2513469,0.3698,929407,19,0.622,0.8196,512.16,0.0857,0.4512,0.5927,0.549,moderate 1795,Mozambique,2020,rural,Education,Junior,29.66,265450,0.6,106180,0.1125,11942,7,0.5789,0.6028,91.04,0.06,0.2113,0.2186,0.279,critical 1796,Mozambique,2019,remote,Education,Mid_Level,28.88,320403,0.6,128161,0.1,12816,6,0.5696,0.6904,112.26,0.0567,0.2291,0.2064,0.2871,critical 1797,Tanzania,2022,urban,Education,Mid_Level,63.15,1296934,0.2722,943966,0.2009,189598,7,0.525,0.7183,278.07,0.0512,0.3235,0.3299,0.4228,low 1798,Nigeria,2018,rural,Administration,Senior,198.33,4401099,0.3756,2748102,0.1881,516824,9,0.5792,0.7674,341.22,0.0544,0.3099,0.386,0.4103,low 1799,Ethiopia,2021,remote,Health,Mid_Level,117.0,1414570,0.6,565828,0.1,56582,4,0.5151,0.6153,86.46,0.0551,0.2312,0.2246,0.2729,critical 1800,Nigeria,2019,rural,Administration,Junior,203.29,3612819,0.364,2297802,0.1515,348092,11,0.5952,0.7561,225.03,0.0674,0.318,0.3424,0.4038,low 1801,Uganda,2018,remote,Security,Mid_Level,40.56,346638,0.5787,146024,0.1014,14802,8,0.5985,0.752,193.31,0.0715,0.339,0.371,0.3345,critical 1802,DRC,2018,capital,Agriculture,Mid_Level,86.92,479930,0.4151,280710,0.1271,35666,3,0.4818,0.6134,145.87,0.0716,0.2009,0.2159,0.3192,critical 1803,Senegal,2024,capital,Administration,Mid_Level,18.0,402741,0.2194,314361,0.2481,77983,12,0.5862,0.6894,259.42,0.071,0.389,0.4201,0.4715,low 1804,Tanzania,2019,urban,Health,Senior,57.79,1127277,0.3458,737520,0.1874,138182,11,0.6201,0.7762,460.89,0.0585,0.3304,0.3447,0.4218,low 1805,Rwanda,2018,capital,Security,Junior,12.14,315556,0.1217,277164,0.3703,102632,31,0.6068,0.8972,642.07,0.0867,0.5228,0.6801,0.6445,moderate 1806,Ethiopia,2025,urban,Justice,Junior,129.15,1389590,0.5177,670141,0.1692,113400,6,0.5903,0.6818,121.99,0.0705,0.1917,0.1662,0.3159,critical 1807,Kenya,2021,urban,Security,Senior,51.68,1551866,0.227,1199645,0.3173,380589,22,0.5612,0.8699,869.95,0.0805,0.4394,0.5329,0.5553,moderate 1808,Nigeria,2018,urban,Security,Mid_Level,198.33,4219929,0.2753,3058333,0.2058,629400,11,0.5899,0.7803,286.81,0.0711,0.3966,0.4231,0.4592,low 1809,Kenya,2020,capital,Security,Junior,50.61,1583863,0.1595,1331239,0.38,505873,12,0.5953,0.9183,556.5,0.066,0.5408,0.6899,0.5959,moderate 1810,Senegal,2020,rural,Health,Mid_Level,16.18,399006,0.3268,268606,0.2035,54662,10,0.5979,0.791,188.26,0.0699,0.3931,0.3762,0.4398,low 1811,Nigeria,2024,capital,Health,Junior,230.0,4577903,0.2469,3447471,0.2263,780150,12,0.547,0.7985,205.99,0.0501,0.3795,0.3758,0.4701,low 1812,Tanzania,2021,remote,Education,Mid_Level,61.31,1148296,0.4136,673319,0.1252,84323,8,0.4801,0.7396,244.1,0.0634,0.3959,0.4424,0.3927,low 1813,Mozambique,2021,remote,Social_Services,Junior,30.47,269608,0.6,107843,0.1,10784,5,0.4952,0.7115,118.04,0.0531,0.2397,0.2011,0.2883,critical 1814,Rwanda,2018,capital,Security,Mid_Level,12.14,377868,0.1641,315844,0.372,117493,30,0.6651,0.8796,390.41,0.0795,0.4802,0.6606,0.623,moderate 1815,Uganda,2021,rural,Education,Mid_Level,44.58,345405,0.6,138162,0.1347,18608,8,0.5502,0.7328,296.14,0.0703,0.3774,0.4718,0.3485,critical 1816,Ethiopia,2021,remote,Administration,Senior,117.0,1545233,0.6,618093,0.1,61809,5,0.5072,0.6714,161.08,0.0658,0.2103,0.1883,0.2781,critical 1817,Senegal,2019,urban,Security,Junior,15.76,298068,0.2265,230570,0.2365,54534,9,0.5016,0.7807,286.94,0.071,0.3099,0.3699,0.4601,low 1818,Uganda,2018,rural,Health,Junior,40.56,332962,0.5095,163322,0.1419,23169,8,0.5861,0.7339,216.83,0.0609,0.3048,0.3267,0.3513,low 1819,Tanzania,2021,capital,Health,Mid_Level,61.31,1208339,0.2268,934268,0.2397,223952,11,0.5063,0.7846,199.32,0.0704,0.2975,0.3672,0.4649,low 1820,Tanzania,2025,rural,Education,Senior,69.01,1390528,0.394,842682,0.1406,118497,7,0.5982,0.6992,332.68,0.0515,0.3086,0.4035,0.3802,low 1821,Kenya,2021,capital,Health,Junior,51.68,1550691,0.1568,1307465,0.3606,471419,12,0.5159,0.861,573.11,0.0857,0.5618,0.5917,0.5754,moderate 1822,Nigeria,2018,capital,Health,Executive,198.33,4049920,0.3359,2689453,0.2887,776369,12,0.5328,0.8064,960.25,0.0507,0.3551,0.4665,0.4713,low 1823,Tanzania,2024,urban,Social_Services,Mid_Level,67.0,1272779,0.2772,919994,0.1959,180184,7,0.5874,0.8235,214.59,0.052,0.305,0.4406,0.4452,low 1824,Uganda,2022,rural,Health,Junior,46.01,413849,0.5566,183511,0.1282,23527,6,0.4833,0.6846,182.46,0.0653,0.3252,0.3815,0.3313,critical 1825,DRC,2022,urban,Finance,Senior,98.59,546123,0.6,218449,0.1073,23444,3,0.4464,0.6739,170.46,0.0665,0.1869,0.2083,0.2749,critical 1826,Tanzania,2018,capital,Agriculture,Junior,56.11,972806,0.2705,709650,0.2513,178305,10,0.483,0.6863,231.45,0.0538,0.3296,0.3748,0.4436,low 1827,South Africa,2021,urban,Health,Junior,60.54,2981581,0.2294,2297497,0.3765,865012,17,0.5085,0.9098,464.88,0.0699,0.5269,0.6909,0.5875,moderate 1828,Ghana,2025,remote,Security,Junior,34.71,863471,0.3814,534158,0.1492,79684,15,0.4766,0.8064,255.9,0.0516,0.3874,0.4059,0.4297,low 1829,DRC,2021,rural,Health,Junior,95.53,600974,0.6,240389,0.1,24038,4,0.5694,0.5892,139.51,0.0665,0.2005,0.1928,0.2627,critical 1830,South Africa,2023,remote,ICT,Mid_Level,61.51,3543094,0.4217,2048983,0.2097,429773,21,0.6605,0.9345,449.06,0.0953,0.5183,0.5819,0.4997,low 1831,Kenya,2018,rural,Education,Junior,48.55,1725919,0.2193,1347355,0.2184,294235,20,0.4977,0.8711,397.51,0.0916,0.4739,0.7312,0.5509,moderate 1832,Kenya,2023,rural,Infrastructure,Mid_Level,53.87,1623767,0.2737,1179420,0.2255,265931,18,0.5087,0.8568,486.21,0.0831,0.5136,0.614,0.5242,moderate 1833,Kenya,2022,urban,Justice,Senior,52.76,1731919,0.183,1414937,0.3245,459114,20,0.4949,0.8377,663.48,0.0885,0.4376,0.7223,0.577,moderate 1834,Kenya,2023,rural,ICT,Mid_Level,53.87,1998197,0.2927,1413373,0.2472,349322,17,0.5011,0.9315,367.05,0.0948,0.454,0.648,0.5311,moderate 1835,Kenya,2025,rural,Agriculture,Junior,56.15,1843021,0.2195,1438404,0.2298,330547,16,0.5174,0.8303,632.28,0.0911,0.4798,0.7748,0.5426,moderate 1836,DRC,2021,urban,Education,Senior,95.53,533257,0.48,277307,0.1315,36454,4,0.5568,0.6812,199.75,0.0502,0.226,0.1799,0.3156,critical 1837,Ethiopia,2019,remote,Health,Junior,111.37,1260178,0.6,504071,0.1,50407,3,0.4959,0.6805,130.48,0.0536,0.1992,0.2075,0.2752,critical 1838,Mozambique,2018,rural,Education,Senior,28.12,296746,0.6,118698,0.1089,12924,4,0.4788,0.6528,209.93,0.0684,0.2026,0.2235,0.2778,critical 1839,Nigeria,2019,capital,Education,Director,203.29,4119441,0.2978,2892828,0.2704,782209,7,0.4675,0.6899,483.13,0.0589,0.327,0.4457,0.4414,low 1840,DRC,2024,remote,Education,Mid_Level,105.0,544703,0.6,217881,0.1,21788,3,0.5413,0.6941,88.29,0.0705,0.1812,0.2385,0.2786,critical 1841,Kenya,2023,capital,Education,Junior,53.87,2054285,0.1602,1725121,0.3689,636366,15,0.6422,0.811,555.49,0.0896,0.4483,0.5397,0.5601,moderate 1842,Tanzania,2022,rural,Social_Services,Junior,63.15,1263731,0.4619,680067,0.1699,115565,6,0.4591,0.8247,285.09,0.063,0.3921,0.3263,0.3876,low 1843,DRC,2024,rural,Social_Services,Senior,105.0,627151,0.5964,253093,0.1,25309,4,0.4938,0.7129,159.6,0.0569,0.2399,0.2134,0.2882,critical 1844,Kenya,2025,rural,Infrastructure,Junior,56.15,2170288,0.2702,1583867,0.2283,361635,17,0.4844,0.7728,534.92,0.0894,0.4837,0.5695,0.5033,moderate 1845,South Africa,2021,rural,Health,Mid_Level,60.54,3403013,0.3305,2278365,0.2597,591589,24,0.5447,0.788,368.25,0.0872,0.5489,0.6995,0.5353,moderate 1846,South Africa,2025,rural,Education,Junior,62.5,3477905,0.3661,2204814,0.2538,559582,20,0.5655,0.8245,540.22,0.0879,0.5361,0.6,0.5092,moderate 1847,Rwanda,2024,urban,Education,Senior,14.0,479141,0.19,388100,0.2857,110867,21,0.6295,0.9021,751.92,0.0645,0.4903,0.5281,0.5636,moderate 1848,Ethiopia,2020,rural,Health,Mid_Level,114.15,1419679,0.6,567871,0.1077,61162,6,0.5324,0.7006,113.7,0.0623,0.2386,0.1699,0.2879,critical 1849,Ghana,2020,remote,Finance,Junior,31.29,898901,0.3784,558758,0.1519,84885,14,0.6038,0.7413,181.59,0.0682,0.3818,0.358,0.4135,low 1850,Kenya,2020,urban,Health,Senior,50.61,1995763,0.187,1622627,0.3472,563344,20,0.6196,0.9298,671.09,0.0933,0.431,0.6443,0.587,moderate 1851,DRC,2022,capital,Security,Mid_Level,98.59,583646,0.4956,294369,0.1122,33025,3,0.463,0.7088,139.67,0.0607,0.22,0.212,0.3112,critical 1852,Senegal,2020,capital,Infrastructure,Junior,16.18,395853,0.1932,319376,0.2747,87724,10,0.5794,0.8176,236.74,0.0491,0.367,0.3407,0.4888,low 1853,South Africa,2018,rural,Health,Junior,59.11,3075345,0.3355,2043633,0.2833,578913,17,0.5511,0.8853,598.11,0.0752,0.5093,0.6823,0.5314,moderate 1854,Uganda,2020,capital,Security,Junior,43.2,326754,0.3704,205718,0.1886,38804,6,0.5155,0.8068,290.84,0.0556,0.3292,0.478,0.4213,low 1855,Mozambique,2023,rural,Health,Junior,32.13,301510,0.6,120604,0.1132,13654,4,0.5492,0.6986,147.28,0.059,0.1948,0.2365,0.2862,critical 1856,Ghana,2020,urban,Education,Mid_Level,31.29,690018,0.2776,498445,0.3054,152211,12,0.6245,0.8109,293.85,0.0626,0.39,0.4088,0.4884,low 1857,Ethiopia,2019,remote,Infrastructure,Director,111.37,1293548,0.6,517419,0.1,51741,5,0.5106,0.6992,302.98,0.0483,0.2222,0.1651,0.2811,critical 1858,Senegal,2021,capital,Education,Executive,16.62,323189,0.2383,246184,0.2799,68902,8,0.6015,0.7052,1009.35,0.067,0.3777,0.3712,0.4611,low 1859,Kenya,2024,remote,Finance,Mid_Level,55.0,1846756,0.3178,1259854,0.1665,209732,14,0.5876,0.7931,351.55,0.0781,0.4277,0.6662,0.4755,low 1860,Ghana,2022,capital,Education,Junior,32.62,838376,0.2201,653836,0.3128,204510,13,0.5311,0.6783,223.02,0.0558,0.3324,0.4726,0.4879,low 1861,DRC,2019,urban,Social_Services,Director,89.7,533077,0.5487,240604,0.1,24061,4,0.5306,0.6473,264.46,0.0587,0.2248,0.1665,0.2841,critical 1862,Rwanda,2022,capital,Justice,Junior,13.35,449015,0.1426,384975,0.3483,134077,22,0.5909,0.8225,457.98,0.0703,0.4672,0.731,0.5996,moderate 1863,DRC,2019,remote,Social_Services,Mid_Level,89.7,462422,0.6,184968,0.1,18496,3,0.4786,0.6268,114.46,0.0497,0.1935,0.2118,0.267,critical 1864,Nigeria,2021,capital,Administration,Junior,213.58,3796540,0.2639,2794550,0.2366,661251,10,0.4697,0.8032,306.62,0.0556,0.3789,0.416,0.4681,low 1865,Botswana,2024,capital,Agriculture,Junior,2.6,99781,0.1932,80505,0.3783,30458,21,0.537,0.9141,465.36,0.0697,0.5059,0.5734,0.5938,moderate 1866,DRC,2020,rural,ICT,Senior,92.57,492792,0.6,197116,0.1,19711,3,0.5489,0.6463,221.52,0.0566,0.2374,0.1926,0.2724,critical 1867,Mozambique,2023,capital,Infrastructure,Junior,32.13,274352,0.3744,171644,0.1363,23402,7,0.5769,0.6811,116.64,0.0542,0.1989,0.1763,0.3477,critical 1868,Uganda,2022,rural,Education,Junior,46.01,326726,0.5316,153051,0.1198,18332,7,0.4664,0.6912,281.89,0.072,0.3179,0.3567,0.3357,critical 1869,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1086465,0.4653,580954,0.1349,78382,7,0.5093,0.7482,192.09,0.0694,0.3687,0.4692,0.3809,low 1870,Ethiopia,2025,rural,Social_Services,Mid_Level,129.15,1484944,0.6,593977,0.1272,75561,5,0.5527,0.6138,143.84,0.0574,0.2178,0.2142,0.2796,critical 1871,Kenya,2022,capital,Security,Junior,52.76,1716642,0.1531,1453774,0.3481,506044,13,0.5264,0.9162,485.92,0.0926,0.4889,0.5665,0.5742,moderate 1872,Kenya,2024,urban,ICT,Junior,55.0,2111040,0.202,1684604,0.3396,572113,14,0.5783,0.7842,591.65,0.0715,0.4794,0.6906,0.554,moderate 1873,DRC,2021,rural,Security,Junior,95.53,620217,0.6,248086,0.1,24808,3,0.5002,0.6912,150.69,0.0705,0.2226,0.1663,0.2751,critical 1874,Nigeria,2021,capital,Security,Junior,213.58,4883555,0.2633,3597498,0.2182,784920,12,0.4991,0.6786,257.21,0.0713,0.3256,0.3854,0.4416,low 1875,Senegal,2019,rural,Education,Mid_Level,15.76,344326,0.3796,213624,0.1883,40233,12,0.5458,0.7205,222.09,0.0601,0.3177,0.3412,0.4061,low 1876,Rwanda,2020,capital,Education,Mid_Level,12.73,415231,0.1281,362020,0.3837,138896,17,0.6527,0.8529,492.77,0.0848,0.4864,0.6261,0.5956,moderate 1877,Kenya,2020,remote,Social_Services,Mid_Level,50.61,1950247,0.2901,1384427,0.1695,234638,16,0.5344,0.9211,599.75,0.093,0.5099,0.6178,0.5108,moderate 1878,Rwanda,2024,capital,Social_Services,Junior,14.0,460094,0.1557,388435,0.3092,120120,19,0.5678,0.816,610.19,0.0702,0.4778,0.5877,0.5648,moderate 1879,DRC,2019,urban,Social_Services,Mid_Level,89.7,605080,0.5195,290716,0.1065,30962,2,0.5073,0.5902,84.31,0.0625,0.1889,0.2048,0.2796,critical 1880,Mozambique,2022,rural,Education,Mid_Level,31.29,300295,0.4833,155153,0.1,15515,4,0.5102,0.6812,140.5,0.0536,0.1852,0.1748,0.3024,critical 1881,Mozambique,2025,urban,Finance,Junior,33.89,368327,0.4231,212488,0.1214,25805,5,0.5533,0.6465,153.74,0.0689,0.2109,0.2352,0.3287,critical 1882,Kenya,2024,urban,Justice,Mid_Level,55.0,1947587,0.2042,1549947,0.3361,520875,21,0.5524,0.8741,538.52,0.0924,0.4822,0.5694,0.5718,moderate 1883,DRC,2019,capital,Health,Junior,89.7,474028,0.5512,212720,0.1208,25693,3,0.5516,0.6242,135.49,0.0677,0.2012,0.1982,0.2835,critical 1884,Senegal,2020,urban,Agriculture,Junior,16.18,352139,0.2426,266698,0.2113,56340,8,0.5386,0.6754,280.63,0.0697,0.3767,0.3703,0.4382,low 1885,Ghana,2021,rural,Security,Executive,31.94,796941,0.3239,538785,0.1879,101236,15,0.5823,0.8046,1134.45,0.0712,0.3501,0.472,0.4564,low 1886,Senegal,2025,rural,Administration,Mid_Level,18.49,436318,0.3312,291821,0.1941,56628,12,0.5905,0.7393,294.44,0.069,0.3643,0.3927,0.4323,low 1887,Nigeria,2024,rural,Finance,Mid_Level,230.0,4856438,0.4839,2506417,0.1585,397207,8,0.5938,0.8156,235.31,0.0699,0.3469,0.3468,0.3803,low 1888,DRC,2023,capital,Health,Director,101.74,613692,0.4351,346647,0.1253,43420,4,0.5375,0.6303,279.73,0.0612,0.218,0.2337,0.3222,critical 1889,Ghana,2021,remote,ICT,Junior,31.94,685366,0.4688,364075,0.1648,59999,9,0.4873,0.7764,296.45,0.0501,0.3357,0.3582,0.3824,low 1890,Nigeria,2025,rural,Finance,Senior,235.75,4768273,0.524,2269506,0.1548,351401,7,0.5167,0.7056,450.54,0.0608,0.3278,0.4438,0.3582,low 1891,Mozambique,2022,rural,Education,Executive,31.29,327802,0.6,131120,0.1087,14246,6,0.4469,0.6717,365.01,0.0711,0.1942,0.1894,0.2813,critical 1892,South Africa,2022,urban,Security,Senior,61.02,3484018,0.2984,2444493,0.3434,839372,20,0.6451,0.813,635.66,0.0643,0.5251,0.6988,0.5556,moderate 1893,Kenya,2020,capital,Health,Mid_Level,50.61,1608551,0.2011,1285031,0.3814,490063,20,0.6412,0.9334,572.24,0.0822,0.5356,0.6666,0.6053,moderate 1894,Nigeria,2021,capital,Security,Senior,213.58,4519074,0.2885,3215332,0.2608,838679,11,0.5871,0.7487,343.88,0.0575,0.3928,0.3472,0.4569,low 1895,Senegal,2024,capital,ICT,Junior,18.0,423731,0.2358,323807,0.2908,94155,12,0.4722,0.716,209.46,0.0648,0.3692,0.3675,0.4748,low 1896,Botswana,2024,urban,Education,Junior,2.6,125585,0.1521,106484,0.4147,44155,25,0.6156,0.8053,585.65,0.0919,0.4902,0.596,0.6076,moderate 1897,Uganda,2021,urban,Education,Mid_Level,44.58,339767,0.457,184480,0.1904,35125,8,0.6035,0.7419,200.55,0.0612,0.3497,0.4452,0.3941,low 1898,Mozambique,2024,rural,ICT,Junior,33.0,304180,0.5279,143599,0.106,15216,5,0.4558,0.7121,106.65,0.0533,0.2011,0.1727,0.3012,critical 1899,Senegal,2018,urban,Education,Senior,15.34,330982,0.266,242936,0.2638,64092,12,0.6168,0.7498,285.89,0.0489,0.3171,0.4527,0.4689,low 1900,DRC,2022,capital,Health,Senior,98.59,595090,0.417,346934,0.141,48916,4,0.5126,0.6455,198.65,0.0561,0.2415,0.2228,0.3342,critical 1901,Rwanda,2023,rural,ICT,Junior,13.67,351441,0.2406,266875,0.2147,57296,27,0.6086,0.8192,419.4,0.0889,0.4416,0.5613,0.5342,moderate 1902,Mozambique,2021,capital,Security,Executive,30.47,327309,0.3999,196432,0.1464,28761,7,0.5882,0.6917,402.24,0.051,0.1897,0.1807,0.3449,critical 1903,Rwanda,2018,rural,Education,Junior,12.14,406712,0.2556,302763,0.2156,65266,21,0.6366,0.9299,544.9,0.0782,0.5157,0.7229,0.5558,moderate 1904,South Africa,2018,urban,Social_Services,Mid_Level,59.11,2807220,0.2827,2013661,0.3639,732782,17,0.5414,0.8184,647.97,0.0699,0.5384,0.658,0.5552,moderate 1905,Senegal,2025,remote,ICT,Senior,18.49,396147,0.3679,250386,0.1271,31829,12,0.522,0.7402,280.44,0.0665,0.3092,0.3739,0.3991,low 1906,Kenya,2022,urban,Administration,Mid_Level,52.76,2006754,0.1866,1632335,0.274,447293,20,0.5197,0.9068,632.91,0.0731,0.5284,0.6337,0.5741,moderate 1907,Rwanda,2020,urban,Security,Executive,12.73,359073,0.1753,296111,0.3074,91018,21,0.6071,0.8944,2260.86,0.0942,0.4323,0.6606,0.579,moderate 1908,Senegal,2020,rural,Health,Junior,16.18,385020,0.3052,267526,0.189,50555,14,0.5493,0.7549,321.3,0.0659,0.3182,0.4487,0.4459,low 1909,Rwanda,2022,rural,Agriculture,Junior,13.35,438327,0.173,362507,0.2626,95186,29,0.7029,0.771,481.29,0.0694,0.4715,0.6135,0.5691,moderate 1910,Nigeria,2022,urban,ICT,Junior,218.92,4271624,0.3646,2714239,0.2155,584957,11,0.5781,0.7818,276.26,0.0676,0.402,0.3289,0.4306,low 1911,Nigeria,2021,rural,Health,Mid_Level,213.58,4476333,0.3945,2710358,0.163,441792,11,0.4733,0.6952,297.71,0.0674,0.3595,0.3866,0.3985,low 1912,Mozambique,2018,remote,Education,Director,28.12,304522,0.5993,122019,0.1,12201,7,0.5881,0.6647,240.95,0.0643,0.2205,0.2071,0.2851,critical 1913,Tanzania,2020,remote,Infrastructure,Junior,59.53,992830,0.4516,544426,0.1162,63277,7,0.5308,0.7038,215.64,0.0509,0.335,0.385,0.3612,low 1914,DRC,2021,rural,Infrastructure,Mid_Level,95.53,492913,0.6,197165,0.1,19716,3,0.5297,0.6886,123.62,0.0571,0.1952,0.2366,0.279,critical 1915,Rwanda,2019,capital,Health,Executive,12.43,418484,0.1336,362554,0.3003,108870,29,0.5791,0.7688,1947.93,0.0776,0.4697,0.6899,0.5954,moderate 1916,Botswana,2023,urban,Health,Junior,2.56,128472,0.1653,107236,0.3583,38422,17,0.5219,0.8475,420.66,0.0851,0.4705,0.725,0.5874,moderate 1917,Mozambique,2022,urban,Social_Services,Director,31.29,277212,0.4613,149329,0.144,21509,6,0.4503,0.5887,263.07,0.0499,0.2016,0.2298,0.3171,critical 1918,Ghana,2020,urban,Education,Junior,31.29,852010,0.3057,591519,0.2631,155639,11,0.4942,0.8213,221.65,0.0562,0.3426,0.3329,0.4576,low 1919,Senegal,2020,remote,Health,Junior,16.18,325828,0.3621,207851,0.1527,31745,12,0.617,0.8036,268.71,0.0614,0.351,0.4303,0.4263,low 1920,Mozambique,2023,rural,Finance,Mid_Level,32.13,288229,0.5879,118786,0.1014,12042,6,0.5257,0.6825,138.54,0.0559,0.2006,0.1613,0.2819,critical 1921,Kenya,2018,capital,Justice,Senior,48.55,1570863,0.2066,1246287,0.3235,403136,20,0.5742,0.8861,685.34,0.0663,0.4538,0.7012,0.5776,moderate 1922,DRC,2025,rural,Justice,Junior,108.36,700884,0.6,280353,0.1,28035,3,0.4432,0.6077,88.07,0.0656,0.2289,0.1687,0.2634,critical 1923,Botswana,2025,rural,Agriculture,Executive,2.64,132380,0.224,102721,0.3054,31372,21,0.5235,0.799,2221.03,0.0956,0.482,0.669,0.5578,moderate 1924,Nigeria,2020,rural,Health,Mid_Level,208.37,4275166,0.3602,2735229,0.1902,520252,12,0.5427,0.7838,302.31,0.0508,0.3064,0.4303,0.4287,low 1925,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,359076,0.1914,290338,0.2166,62900,23,0.6381,0.9063,470.39,0.0833,0.4599,0.6437,0.5601,moderate 1926,Uganda,2025,urban,Justice,Junior,50.57,385762,0.4307,219605,0.2084,45774,7,0.5865,0.7981,267.63,0.0564,0.3357,0.4184,0.4071,low 1927,Ethiopia,2023,urban,Education,Junior,122.93,1253980,0.4652,670601,0.1693,113522,5,0.5971,0.672,100.84,0.0643,0.2307,0.2113,0.3335,critical 1928,Nigeria,2021,rural,Health,Junior,213.58,3832958,0.4344,2167864,0.1878,407144,8,0.4635,0.7915,305.19,0.0608,0.337,0.3889,0.3997,low 1929,Botswana,2023,rural,Education,Director,2.56,120713,0.276,87393,0.2355,20580,28,0.6172,0.8266,1174.2,0.0734,0.4405,0.529,0.5308,moderate 1930,Senegal,2020,urban,Security,Mid_Level,16.18,366179,0.2057,290862,0.2413,70196,12,0.588,0.7237,314.27,0.0671,0.3869,0.4266,0.4788,low 1931,Ethiopia,2021,remote,Administration,Senior,117.0,1568790,0.6,627516,0.1,62751,4,0.522,0.6651,209.52,0.0599,0.2108,0.2396,0.2798,critical 1932,Tanzania,2021,capital,Security,Junior,61.31,1020402,0.2776,737173,0.2673,197016,7,0.5078,0.7448,278.2,0.0575,0.3421,0.4321,0.4541,low 1933,Kenya,2025,urban,Agriculture,Senior,56.15,1795687,0.2283,1385760,0.2946,408238,13,0.4733,0.7706,883.94,0.0856,0.5331,0.7158,0.5396,moderate 1934,Botswana,2021,remote,Administration,Junior,2.49,121050,0.3553,78043,0.2009,15679,17,0.5397,0.9331,564.78,0.0888,0.5506,0.5727,0.5062,moderate 1935,Ghana,2025,urban,Justice,Junior,34.71,823435,0.2548,613593,0.2572,157825,9,0.5054,0.7721,310.3,0.049,0.2992,0.4148,0.4603,low 1936,Ghana,2023,rural,ICT,Junior,33.3,827832,0.4199,480233,0.2029,97443,13,0.6237,0.7258,198.58,0.0511,0.3838,0.4571,0.4212,low 1937,Ethiopia,2019,rural,Agriculture,Junior,111.37,1476231,0.6,590492,0.1242,73346,5,0.488,0.6782,137.33,0.0555,0.1945,0.2259,0.2873,critical 1938,Senegal,2023,rural,Education,Mid_Level,17.53,410379,0.3024,286283,0.1669,47769,10,0.5787,0.704,306.14,0.0541,0.3857,0.3449,0.4198,low 1939,Senegal,2023,rural,Security,Executive,17.53,333830,0.2785,240849,0.1566,37710,11,0.5934,0.6832,1167.64,0.0584,0.3964,0.3812,0.4273,low 1940,Tanzania,2025,rural,ICT,Mid_Level,69.01,1184916,0.4441,658742,0.1562,102886,7,0.5246,0.8058,284.85,0.0522,0.3856,0.389,0.3939,low 1941,Ethiopia,2018,capital,Health,Mid_Level,108.65,1208967,0.3522,783184,0.1612,126272,6,0.5442,0.6482,136.79,0.0498,0.2341,0.1742,0.3553,low 1942,Uganda,2018,urban,Health,Junior,40.56,347761,0.3896,212284,0.164,34819,8,0.5651,0.8103,198.19,0.0686,0.3719,0.4102,0.4134,low 1943,DRC,2020,rural,Education,Mid_Level,92.57,589343,0.6,235737,0.1,23573,4,0.5116,0.6566,153.02,0.053,0.218,0.2219,0.2775,critical 1944,Kenya,2020,urban,Administration,Junior,50.61,1589352,0.1953,1278971,0.3356,429185,17,0.5289,0.8365,483.64,0.0873,0.5442,0.6035,0.5678,moderate 1945,Ghana,2023,rural,Justice,Mid_Level,33.3,711310,0.3824,439273,0.2026,88998,13,0.5158,0.6897,203.4,0.0532,0.3157,0.3591,0.4085,low 1946,Ghana,2018,urban,ICT,Mid_Level,30.01,715329,0.2938,505156,0.267,134892,8,0.5396,0.7206,260.68,0.0522,0.3482,0.351,0.4413,low 1947,Ethiopia,2020,rural,Education,Junior,114.15,1194383,0.6,477753,0.1133,54133,5,0.5255,0.7142,101.36,0.0658,0.2057,0.1901,0.2875,critical 1948,Senegal,2023,remote,Justice,Junior,17.53,386733,0.3592,247827,0.1392,34509,10,0.496,0.6782,313.8,0.0499,0.3321,0.3505,0.39,low 1949,Botswana,2021,capital,Security,Junior,2.49,101330,0.149,86234,0.3787,32657,24,0.5441,0.8835,479.05,0.0703,0.4518,0.6571,0.6108,moderate 1950,Rwanda,2021,urban,Social_Services,Junior,13.04,378671,0.1565,319401,0.2992,95575,24,0.6079,0.8644,550.95,0.0665,0.4841,0.717,0.5955,moderate 1951,Nigeria,2021,rural,Agriculture,Mid_Level,213.58,3731968,0.474,1963087,0.1697,333213,7,0.4816,0.6842,260.54,0.0484,0.386,0.4716,0.3798,low 1952,Senegal,2025,capital,Infrastructure,Senior,18.49,429548,0.1986,344234,0.2957,101800,11,0.5815,0.8204,486.94,0.0601,0.3139,0.4191,0.4981,low 1953,Uganda,2023,rural,Finance,Mid_Level,47.48,383723,0.6,153489,0.1542,23664,7,0.5392,0.7599,251.61,0.0494,0.3723,0.437,0.351,low 1954,Ethiopia,2021,remote,ICT,Senior,117.0,1584263,0.6,633705,0.1,63370,6,0.5434,0.6046,142.45,0.0593,0.2248,0.2001,0.2732,critical 1955,Mozambique,2024,rural,Education,Junior,33.0,350377,0.5346,163059,0.1138,18563,7,0.5203,0.6605,144.99,0.0689,0.2136,0.2378,0.3065,critical 1956,Tanzania,2022,capital,Agriculture,Senior,63.15,1302148,0.2223,1012645,0.231,233925,9,0.5973,0.7824,314.53,0.0686,0.3672,0.4632,0.4751,low 1957,Ethiopia,2024,capital,ICT,Mid_Level,126.0,1730885,0.3674,1094928,0.1828,200134,4,0.4455,0.7142,105.85,0.0499,0.2327,0.1946,0.3637,low 1958,Botswana,2022,remote,Infrastructure,Junior,2.52,120081,0.3415,79069,0.1831,14477,23,0.5688,0.7735,443.48,0.0931,0.4606,0.578,0.4878,low 1959,Tanzania,2025,urban,Administration,Senior,69.01,1231173,0.2833,882340,0.1922,169557,7,0.4856,0.7456,346.23,0.0672,0.3287,0.3879,0.4282,low 1960,South Africa,2018,capital,Justice,Mid_Level,59.11,3040704,0.2351,2325939,0.3733,868214,24,0.5772,0.8878,415.56,0.0779,0.4943,0.5472,0.5819,moderate 1961,Uganda,2022,rural,Health,Executive,46.01,323069,0.6,129227,0.1396,18045,6,0.4631,0.7799,1152.67,0.0642,0.3416,0.3476,0.3358,critical 1962,South Africa,2024,rural,Education,Senior,62.0,3419674,0.3457,2237524,0.2604,582565,15,0.4971,0.8885,961.48,0.0802,0.4244,0.5377,0.4957,low 1963,DRC,2021,rural,Health,Junior,95.53,612652,0.6,245060,0.1,24506,4,0.458,0.6426,92.02,0.0563,0.236,0.2149,0.2765,critical 1964,DRC,2018,capital,Education,Senior,86.92,560167,0.5026,278650,0.1129,31450,5,0.5681,0.6161,169.67,0.0583,0.2155,0.19,0.298,critical 1965,Mozambique,2019,rural,Security,Junior,28.88,287686,0.4725,151761,0.1,15176,7,0.5425,0.7047,135.59,0.0667,0.2074,0.1739,0.3182,critical 1966,Botswana,2025,rural,Administration,Mid_Level,2.64,117133,0.2152,91928,0.2606,23951,23,0.6685,0.906,503.94,0.0783,0.4214,0.6113,0.558,moderate 1967,Ethiopia,2025,rural,Infrastructure,Senior,129.15,1328049,0.6,531219,0.1187,63060,3,0.5436,0.5958,195.08,0.0552,0.1919,0.2102,0.2668,critical 1968,South Africa,2021,capital,Social_Services,Junior,60.54,3322160,0.238,2531573,0.3277,829517,25,0.5906,0.7999,481.02,0.0833,0.4169,0.598,0.5564,moderate 1969,Senegal,2022,rural,Education,Junior,17.07,344052,0.2972,241807,0.1893,45767,9,0.5006,0.7198,266.9,0.0615,0.3402,0.4212,0.4296,low 1970,Botswana,2023,capital,Education,Junior,2.56,126652,0.1529,107285,0.3811,40886,23,0.6004,0.9029,466.38,0.073,0.5059,0.7094,0.6215,moderate 1971,South Africa,2025,urban,Infrastructure,Junior,62.5,3796136,0.2755,2750375,0.3117,857232,19,0.5864,0.8019,569.74,0.0848,0.4509,0.7773,0.5496,moderate 1972,Ghana,2025,urban,Finance,Senior,34.71,843453,0.3191,574289,0.2453,140860,14,0.5726,0.7269,424.0,0.0486,0.3217,0.3618,0.4439,low 1973,Botswana,2018,capital,Education,Junior,2.38,95216,0.145,81412,0.4427,36038,17,0.6063,0.7742,362.19,0.0782,0.4726,0.6619,0.5965,moderate 1974,Botswana,2023,urban,Education,Senior,2.56,103696,0.2116,81757,0.3793,31007,19,0.5439,0.828,790.99,0.0953,0.4633,0.7649,0.5864,moderate 1975,Rwanda,2019,capital,Infrastructure,Executive,12.43,371341,0.1613,311452,0.3499,108975,30,0.6782,0.8817,2138.49,0.0806,0.5571,0.6649,0.6266,moderate 1976,Tanzania,2020,remote,Security,Mid_Level,59.53,1130074,0.4651,604502,0.1148,69401,7,0.5842,0.7748,298.64,0.0556,0.402,0.3772,0.3741,low 1977,Mozambique,2020,remote,Security,Director,29.66,307600,0.6,123040,0.1,12304,7,0.5263,0.6772,239.98,0.0576,0.2314,0.2353,0.2907,critical 1978,South Africa,2020,capital,Health,Junior,60.06,3503438,0.224,2718813,0.3544,963465,23,0.6441,0.8266,620.41,0.0788,0.4549,0.7539,0.585,moderate 1979,Nigeria,2019,remote,Agriculture,Director,203.29,3673999,0.5376,1699040,0.1401,238050,12,0.6091,0.7171,669.11,0.0574,0.3312,0.4032,0.3616,low 1980,Ghana,2023,urban,Education,Senior,33.3,951847,0.2552,708944,0.2977,211078,15,0.5198,0.7808,473.64,0.0658,0.3007,0.4167,0.487,low 1981,Nigeria,2024,rural,Health,Junior,230.0,5016238,0.4478,2769717,0.1911,529243,9,0.5877,0.6803,301.15,0.0686,0.3355,0.3695,0.3809,low 1982,DRC,2025,rural,Agriculture,Junior,108.36,730536,0.6,292214,0.1,29221,3,0.4503,0.6904,144.6,0.0565,0.198,0.1802,0.2739,critical 1983,Tanzania,2019,remote,Justice,Junior,57.79,918643,0.4236,529497,0.125,66187,7,0.5039,0.8186,262.18,0.0674,0.3084,0.3729,0.3838,low 1984,Ghana,2025,rural,Security,Mid_Level,34.71,807692,0.3723,506980,0.1696,85976,10,0.543,0.6753,209.83,0.0517,0.3338,0.4573,0.4047,low 1985,Rwanda,2025,capital,Education,Senior,14.34,387847,0.1579,326606,0.3089,100897,27,0.5653,0.8924,758.72,0.0697,0.4756,0.6537,0.6021,moderate 1986,Ethiopia,2025,rural,Health,Mid_Level,129.15,1419715,0.6,567886,0.1232,69977,3,0.5256,0.6755,102.12,0.063,0.2076,0.1986,0.2803,critical 1987,Uganda,2022,rural,Security,Mid_Level,46.01,392650,0.537,181811,0.1468,26696,6,0.5306,0.7452,220.33,0.0495,0.3511,0.3216,0.3465,critical 1988,Senegal,2021,urban,Security,Executive,16.62,404844,0.2892,287771,0.2797,80499,8,0.4972,0.7195,742.61,0.0683,0.3915,0.4168,0.4564,low 1989,Ghana,2025,rural,Finance,Junior,34.71,987221,0.3877,604487,0.1874,113296,9,0.5841,0.7953,256.45,0.072,0.3381,0.4707,0.4226,low 1990,Botswana,2023,rural,Administration,Senior,2.56,107962,0.289,76759,0.272,20878,16,0.5934,0.8499,766.48,0.0772,0.4259,0.5669,0.5125,moderate 1991,Uganda,2024,capital,Security,Mid_Level,49.0,359236,0.3284,241262,0.2027,48895,9,0.607,0.733,181.92,0.0624,0.3413,0.3988,0.425,low 1992,Rwanda,2021,rural,Education,Senior,13.04,381914,0.2023,304645,0.265,80744,22,0.5145,0.7914,846.43,0.082,0.4951,0.5413,0.543,moderate 1993,South Africa,2019,urban,Finance,Junior,59.58,3160256,0.2805,2273924,0.3606,819991,21,0.5941,0.7992,531.39,0.0691,0.5213,0.6376,0.5583,moderate 1994,Rwanda,2022,rural,Education,Junior,13.35,447574,0.2043,356119,0.2286,81410,21,0.57,0.8536,602.99,0.087,0.492,0.7186,0.5577,moderate 1995,DRC,2024,capital,Agriculture,Junior,105.0,593733,0.5304,278826,0.137,38202,4,0.5157,0.5959,93.13,0.0539,0.2019,0.2021,0.2915,critical 1996,Botswana,2023,capital,Education,Junior,2.56,124086,0.1547,104889,0.3629,38062,21,0.5398,0.8278,597.2,0.0747,0.4422,0.5804,0.581,moderate 1997,South Africa,2018,remote,Security,Mid_Level,59.11,3189795,0.3854,1960289,0.1835,359789,17,0.6233,0.8914,435.16,0.0884,0.4303,0.5727,0.476,low 1998,Ethiopia,2018,urban,Education,Director,108.65,1236278,0.4451,685965,0.1355,92954,3,0.4689,0.6025,272.03,0.0525,0.1897,0.2118,0.3106,critical 1999,Mozambique,2025,capital,Security,Mid_Level,33.89,347557,0.4135,203829,0.1516,30899,7,0.4739,0.6466,131.02,0.0698,0.2092,0.2382,0.3437,critical 2000,Ethiopia,2023,rural,Social_Services,Mid_Level,122.93,1485135,0.6,594054,0.1,59405,6,0.5748,0.6679,88.95,0.0551,0.1945,0.1806,0.2777,critical 2001,South Africa,2023,rural,Security,Junior,61.51,3718822,0.3916,2262526,0.266,601871,18,0.6035,0.8344,396.56,0.0838,0.5191,0.6108,0.5018,moderate 2002,Tanzania,2025,remote,Agriculture,Junior,69.01,1062268,0.5227,507023,0.1287,65239,9,0.4594,0.6967,206.69,0.0631,0.3485,0.3364,0.347,critical 2003,DRC,2022,remote,Finance,Junior,98.59,605379,0.6,242151,0.1,24215,3,0.5223,0.6292,148.48,0.0651,0.1878,0.2297,0.2686,critical 2004,Mozambique,2023,rural,Education,Mid_Level,32.13,359737,0.4697,190781,0.1,19078,7,0.5095,0.5897,91.3,0.0646,0.2226,0.1692,0.3027,critical 2005,South Africa,2019,urban,Security,Junior,59.58,3116337,0.2629,2297161,0.2997,688440,16,0.6349,0.9146,446.74,0.0918,0.5095,0.7752,0.5649,moderate 2006,Ethiopia,2025,rural,Finance,Junior,129.15,1563911,0.6,625564,0.1169,73123,3,0.5634,0.7107,99.07,0.0632,0.229,0.2044,0.2867,critical 2007,Rwanda,2025,urban,Education,Mid_Level,14.34,428514,0.146,365933,0.3512,128530,26,0.5805,0.8367,461.51,0.0783,0.4941,0.606,0.6018,moderate 2008,South Africa,2024,remote,Infrastructure,Mid_Level,62.0,3710425,0.3748,2319677,0.1714,397609,14,0.5463,0.8213,518.16,0.0784,0.4445,0.6217,0.464,low 2009,Kenya,2018,urban,Education,Junior,48.55,1477999,0.2199,1153030,0.2847,328214,19,0.6305,0.85,389.92,0.0837,0.427,0.7325,0.5571,moderate 2010,Tanzania,2024,urban,Education,Mid_Level,67.0,1230316,0.2548,916786,0.2324,213028,8,0.5949,0.7994,216.37,0.0541,0.3393,0.4487,0.4631,low 2011,Tanzania,2019,urban,Security,Junior,57.79,901706,0.3281,605814,0.217,131488,9,0.4956,0.7548,256.75,0.0579,0.3988,0.3279,0.4306,low 2012,Ghana,2021,remote,Education,Director,31.94,780771,0.3882,477685,0.1291,61647,11,0.6125,0.8159,648.72,0.0508,0.3454,0.3868,0.4083,low 2013,Uganda,2019,capital,Education,Junior,41.86,355371,0.3448,232850,0.1793,41756,5,0.5493,0.7741,199.05,0.0688,0.3671,0.3446,0.4084,low 2014,Botswana,2020,remote,Finance,Junior,2.45,111033,0.2779,80176,0.2192,17578,26,0.6585,0.8699,558.21,0.0743,0.5457,0.5575,0.5411,moderate 2015,Tanzania,2020,remote,ICT,Mid_Level,59.53,1071228,0.4191,622243,0.1232,76680,6,0.4948,0.7378,309.1,0.0712,0.3998,0.4478,0.3864,low 2016,Nigeria,2020,capital,Finance,Junior,208.37,4361393,0.2845,3120458,0.2815,878537,9,0.5164,0.7889,263.5,0.0541,0.3686,0.4101,0.4679,low 2017,Mozambique,2018,rural,Administration,Junior,28.12,274045,0.5244,130341,0.1019,13283,7,0.4979,0.6933,144.36,0.0542,0.2272,0.239,0.3125,critical 2018,DRC,2025,rural,Health,Junior,108.36,604678,0.6,241871,0.1,24187,4,0.5605,0.6085,149.18,0.0495,0.1952,0.2252,0.2683,critical 2019,Uganda,2019,capital,ICT,Director,41.86,366299,0.313,251637,0.1946,48961,6,0.4751,0.8206,499.76,0.0659,0.3029,0.407,0.4295,low 2020,Botswana,2018,capital,Education,Director,2.38,111457,0.1782,91598,0.3787,34690,25,0.6327,0.8435,1386.95,0.0917,0.5577,0.7791,0.6228,moderate 2021,DRC,2021,capital,Education,Junior,95.53,538894,0.4532,294658,0.1324,39005,4,0.5392,0.7113,87.53,0.0483,0.2204,0.2037,0.3289,critical 2022,Uganda,2021,remote,Health,Mid_Level,44.58,402868,0.6,161147,0.1075,17326,5,0.4965,0.6812,260.86,0.0622,0.3973,0.4221,0.3235,critical 2023,Mozambique,2018,remote,Education,Mid_Level,28.12,261339,0.6,104535,0.1,10453,4,0.5229,0.6553,104.62,0.0562,0.2211,0.1834,0.2737,critical 2024,Senegal,2018,rural,Security,Junior,15.34,384229,0.3756,239898,0.2042,48978,11,0.5008,0.7011,317.28,0.0694,0.3753,0.4017,0.4175,low 2025,Rwanda,2021,rural,Health,Mid_Level,13.04,412120,0.2379,314066,0.2317,72784,28,0.5378,0.8047,393.38,0.0749,0.4671,0.6172,0.5476,moderate 2026,DRC,2021,urban,Infrastructure,Senior,95.53,511635,0.5078,251850,0.1,25185,2,0.5242,0.6989,159.04,0.0576,0.1917,0.1714,0.2942,critical 2027,Senegal,2025,rural,Security,Senior,18.49,417476,0.2826,299511,0.1907,57107,12,0.5339,0.7675,371.52,0.056,0.3681,0.3596,0.4449,low 2028,Tanzania,2020,urban,Agriculture,Senior,59.53,1108455,0.3239,749472,0.2022,151535,9,0.4723,0.7445,417.72,0.0523,0.3922,0.3868,0.4317,low 2029,Botswana,2023,urban,Security,Mid_Level,2.56,102219,0.2211,79617,0.3873,30839,22,0.6192,0.8094,580.69,0.0772,0.5348,0.5913,0.5806,moderate 2030,Ghana,2024,remote,ICT,Senior,34.0,902023,0.4536,492874,0.1296,63882,12,0.5584,0.6847,417.89,0.0516,0.3601,0.3956,0.3773,low 2031,Mozambique,2025,urban,Health,Mid_Level,33.89,334867,0.3735,209803,0.1433,30070,7,0.5661,0.6122,101.17,0.0614,0.2212,0.2383,0.3478,critical 2032,Ethiopia,2018,rural,ICT,Junior,108.65,1488632,0.6,595452,0.1193,71039,4,0.5688,0.7031,96.0,0.0659,0.1798,0.1821,0.2815,critical 2033,Senegal,2022,rural,Education,Junior,17.07,338468,0.2903,240221,0.1593,38272,9,0.5877,0.7181,311.15,0.0539,0.3492,0.3468,0.4171,low 2034,Botswana,2018,urban,Education,Junior,2.38,104040,0.21,82191,0.3585,29464,16,0.5266,0.8629,648.05,0.0686,0.464,0.6463,0.5676,moderate 2035,Botswana,2025,capital,Social_Services,Mid_Level,2.64,111859,0.1864,91008,0.4123,37518,18,0.5352,0.8208,446.91,0.0879,0.5136,0.7332,0.5993,moderate 2036,South Africa,2022,urban,Health,Senior,61.02,2821482,0.2361,2155244,0.3641,784628,23,0.5154,0.8683,586.71,0.0882,0.5238,0.7145,0.5936,moderate 2037,Ghana,2018,rural,Education,Mid_Level,30.01,860520,0.301,601479,0.2015,121216,9,0.5376,0.7531,243.43,0.0634,0.3998,0.4488,0.4455,low 2038,Ethiopia,2025,capital,ICT,Junior,129.15,1333214,0.4093,787545,0.1552,122233,5,0.4556,0.6562,104.84,0.053,0.2337,0.2012,0.3409,critical 2039,Botswana,2020,rural,Social_Services,Junior,2.45,99723,0.3018,69623,0.2574,17922,18,0.5039,0.7861,632.91,0.0943,0.4912,0.7,0.5209,moderate 2040,Rwanda,2024,urban,Security,Director,14.0,378739,0.1386,326248,0.3479,113517,28,0.5543,0.8164,1388.94,0.0798,0.5478,0.7377,0.6234,moderate 2041,South Africa,2021,rural,Security,Junior,60.54,3136762,0.3338,2089786,0.282,589405,24,0.5169,0.9087,533.5,0.0645,0.4726,0.7509,0.5557,moderate 2042,Kenya,2020,rural,Agriculture,Mid_Level,50.61,1761242,0.2681,1289065,0.2511,323629,16,0.5118,0.8364,569.87,0.0792,0.5241,0.5823,0.5218,moderate 2043,Botswana,2022,rural,Infrastructure,Mid_Level,2.52,119659,0.2762,86614,0.2567,22236,24,0.581,0.8315,492.56,0.0771,0.4203,0.7129,0.5432,moderate 2044,Kenya,2022,capital,Education,Mid_Level,52.76,1856608,0.1961,1492552,0.3349,499877,21,0.51,0.8692,461.47,0.0738,0.5552,0.7446,0.5976,moderate 2045,Mozambique,2019,capital,Social_Services,Junior,28.88,325952,0.3498,211935,0.1472,31195,4,0.5218,0.6095,115.04,0.0701,0.1944,0.2108,0.3413,critical 2046,Mozambique,2019,rural,Education,Mid_Level,28.88,312293,0.6,124917,0.1135,14172,5,0.4621,0.5913,135.87,0.0525,0.2289,0.2372,0.2762,critical 2047,South Africa,2019,capital,Infrastructure,Junior,59.58,3087501,0.2022,2463208,0.4221,1039811,22,0.5269,0.7658,578.8,0.0645,0.5459,0.6577,0.5952,moderate 2048,Ghana,2025,rural,Administration,Mid_Level,34.71,887797,0.3129,609986,0.2094,127722,13,0.5445,0.7588,209.84,0.0577,0.3105,0.3856,0.44,low 2049,Nigeria,2021,remote,Infrastructure,Director,213.58,4871178,0.461,2625456,0.1297,340448,8,0.5881,0.7491,466.78,0.0532,0.3683,0.3327,0.3696,low 2050,South Africa,2021,rural,Health,Mid_Level,60.54,3377287,0.3175,2305076,0.2227,513389,15,0.6388,0.8801,462.8,0.0907,0.4317,0.553,0.4943,low 2051,Ghana,2019,rural,Finance,Mid_Level,30.64,704616,0.3999,422818,0.2137,90372,11,0.4966,0.7695,213.42,0.0516,0.3622,0.4021,0.4228,low 2052,Kenya,2024,capital,Education,Mid_Level,55.0,2041112,0.1738,1686443,0.3302,556846,13,0.5469,0.9284,384.11,0.0822,0.4192,0.6046,0.5633,moderate 2053,Mozambique,2024,rural,Health,Mid_Level,33.0,288328,0.5469,130652,0.1089,14232,5,0.5127,0.65,145.44,0.0509,0.2132,0.1625,0.2881,critical 2054,Botswana,2018,capital,Security,Junior,2.38,121288,0.1631,101501,0.4442,45083,18,0.5442,0.8886,463.76,0.0802,0.5355,0.6893,0.621,moderate 2055,Uganda,2024,capital,Agriculture,Mid_Level,49.0,404594,0.3728,253765,0.2241,56869,9,0.4925,0.6907,186.1,0.0518,0.3664,0.3866,0.4142,low 2056,Ghana,2020,remote,Administration,Mid_Level,31.29,772458,0.4087,456770,0.1452,66337,11,0.4635,0.7888,240.79,0.0533,0.3675,0.3916,0.4059,low 2057,Senegal,2020,capital,Health,Mid_Level,16.18,342668,0.1763,282260,0.294,82982,13,0.5503,0.8008,247.15,0.0521,0.3518,0.37,0.5042,moderate 2058,Nigeria,2021,remote,Education,Junior,213.58,3795558,0.6,1518223,0.1077,163458,12,0.476,0.7879,219.05,0.054,0.3164,0.3415,0.3409,critical 2059,Botswana,2018,capital,Agriculture,Mid_Level,2.38,99973,0.1801,81969,0.4358,35723,28,0.6009,0.8287,641.95,0.0941,0.5528,0.6783,0.6313,moderate 2060,Kenya,2022,remote,Finance,Junior,52.76,2115454,0.3837,1303797,0.1456,189865,13,0.6153,0.8162,558.92,0.0678,0.4416,0.7143,0.461,low 2061,Botswana,2025,urban,Health,Junior,2.64,108519,0.2219,84437,0.3606,30450,28,0.678,0.8416,357.46,0.0951,0.418,0.7426,0.597,moderate 2062,Nigeria,2021,urban,Finance,Junior,213.58,4513907,0.3473,2946147,0.2142,630927,10,0.5246,0.8131,308.86,0.0628,0.3989,0.38,0.4416,low 2063,Tanzania,2018,capital,Social_Services,Junior,56.11,1119169,0.2596,828585,0.2007,166303,9,0.5512,0.7427,300.71,0.0635,0.3358,0.435,0.4463,low 2064,Botswana,2020,rural,Education,Mid_Level,2.45,107427,0.2118,84674,0.2793,23646,20,0.6034,0.8568,362.48,0.0706,0.5195,0.6416,0.5615,moderate 2065,Nigeria,2021,capital,Education,Mid_Level,213.58,4767469,0.3089,3294889,0.2551,840436,9,0.5647,0.7947,208.1,0.0651,0.3231,0.3251,0.4431,low 2066,Kenya,2018,capital,Education,Junior,48.55,1487862,0.1546,1257799,0.2895,364070,15,0.6142,0.8591,369.49,0.076,0.4797,0.5648,0.5545,moderate 2067,Rwanda,2020,urban,Infrastructure,Mid_Level,12.73,379562,0.1344,328551,0.2802,92075,30,0.6562,0.8767,623.96,0.0813,0.4273,0.7057,0.6063,moderate 2068,Ethiopia,2019,rural,Finance,Junior,111.37,1158192,0.6,463276,0.1152,53358,4,0.4551,0.6339,141.9,0.0668,0.2216,0.194,0.2754,critical 2069,Senegal,2021,capital,Health,Junior,16.62,405080,0.2157,317716,0.2287,72669,11,0.5046,0.7391,275.86,0.0674,0.3711,0.4634,0.4751,low 2070,Tanzania,2019,rural,Administration,Junior,57.79,1133762,0.4657,605734,0.1636,99078,7,0.4901,0.777,304.93,0.0486,0.3318,0.3574,0.3774,low 2071,Botswana,2021,rural,Infrastructure,Mid_Level,2.49,115548,0.2536,86247,0.284,24492,17,0.4867,0.9056,493.67,0.0736,0.4833,0.689,0.5532,moderate 2072,Botswana,2018,urban,Health,Senior,2.38,109003,0.2125,85839,0.3941,33829,26,0.5753,0.7887,926.22,0.0923,0.5463,0.7772,0.6111,moderate 2073,Uganda,2022,urban,Social_Services,Junior,46.01,399320,0.4556,217397,0.197,42818,6,0.5486,0.8123,198.69,0.0555,0.368,0.4533,0.4043,low 2074,Ghana,2023,rural,Health,Junior,33.3,929965,0.3401,613705,0.189,115992,11,0.5216,0.7357,291.0,0.0589,0.3612,0.3908,0.4253,low 2075,Botswana,2024,capital,Health,Junior,2.6,133647,0.1814,109399,0.4173,45648,21,0.5481,0.9276,478.08,0.0868,0.5356,0.691,0.6233,moderate 2076,Tanzania,2019,urban,Health,Director,57.79,1144748,0.2856,817811,0.241,197077,7,0.4555,0.6953,768.78,0.0519,0.3047,0.3497,0.4261,low 2077,Tanzania,2021,urban,Education,Senior,61.31,1255914,0.2722,914115,0.2435,222571,10,0.6025,0.684,450.16,0.0621,0.3015,0.4406,0.4446,low 2078,Ghana,2019,rural,Security,Mid_Level,30.64,656566,0.4161,383360,0.1753,67194,14,0.5874,0.6854,256.33,0.0711,0.3944,0.3434,0.4014,low 2079,Kenya,2019,capital,Justice,Junior,49.57,1508373,0.1721,1248776,0.3831,478359,15,0.5977,0.7895,536.34,0.0826,0.5494,0.7063,0.5842,moderate 2080,Mozambique,2018,urban,Health,Junior,28.12,321017,0.4244,184792,0.1539,28436,4,0.5748,0.7006,131.05,0.0508,0.2337,0.232,0.344,critical 2081,Nigeria,2019,remote,Administration,Junior,203.29,3936220,0.5258,1866741,0.1259,235084,12,0.6095,0.7014,257.67,0.0608,0.3448,0.4344,0.3632,low 2082,Nigeria,2023,urban,Education,Senior,224.39,4253234,0.33,2849872,0.2638,751715,12,0.5807,0.7206,403.97,0.0634,0.3407,0.3258,0.4382,low 2083,Ghana,2020,urban,ICT,Mid_Level,31.29,690193,0.2486,518643,0.2713,140683,12,0.4666,0.8153,310.61,0.0702,0.3425,0.4533,0.4875,low 2084,Tanzania,2023,urban,Health,Junior,65.05,1078924,0.344,707737,0.2263,160158,11,0.5548,0.6877,246.66,0.0507,0.3921,0.3645,0.4269,low 2085,Tanzania,2019,urban,Social_Services,Mid_Level,57.79,896187,0.3259,604152,0.1855,112048,9,0.5548,0.7063,241.99,0.0481,0.3273,0.4191,0.418,low 2086,Nigeria,2020,capital,Security,Mid_Level,208.37,4621182,0.3451,3026571,0.2517,761853,9,0.5498,0.7939,246.3,0.0719,0.3644,0.3693,0.4416,low 2087,Ethiopia,2024,capital,Administration,Junior,126.0,1595937,0.4411,892046,0.1476,131694,5,0.4906,0.6346,90.95,0.0674,0.2327,0.1707,0.3247,critical 2088,Mozambique,2024,remote,Health,Executive,33.0,280950,0.6,112380,0.1,11238,7,0.5024,0.6319,578.03,0.0651,0.2163,0.2116,0.2801,critical 2089,Tanzania,2023,capital,Health,Junior,65.05,1057341,0.3002,739915,0.2278,168520,8,0.4665,0.8056,176.54,0.05,0.3828,0.3409,0.4451,low 2090,Uganda,2024,urban,Justice,Junior,49.0,373332,0.402,223265,0.1998,44599,9,0.4949,0.7738,197.77,0.0671,0.3955,0.3276,0.4103,low 2091,Uganda,2018,rural,Administration,Mid_Level,40.56,320716,0.5981,128889,0.1316,16960,9,0.592,0.8081,303.23,0.0704,0.3043,0.4654,0.354,low 2092,Ghana,2019,urban,Education,Junior,30.64,751956,0.2706,548479,0.2411,132235,11,0.5192,0.7762,262.12,0.0652,0.3798,0.4267,0.4672,low 2093,Rwanda,2019,urban,Finance,Junior,12.43,417181,0.1355,360642,0.3696,133302,17,0.6071,0.8139,621.42,0.0904,0.4202,0.5257,0.5677,moderate 2094,Rwanda,2022,capital,Health,Director,13.35,416508,0.1158,368266,0.3518,129554,19,0.6287,0.7699,1153.19,0.0716,0.5607,0.5403,0.5821,moderate 2095,Mozambique,2023,rural,Social_Services,Junior,32.13,355573,0.6,142229,0.1,14222,5,0.5923,0.6414,144.14,0.0682,0.1981,0.1743,0.271,critical 2096,Nigeria,2020,rural,Infrastructure,Mid_Level,208.37,4228394,0.505,2093086,0.148,309857,9,0.4582,0.6931,224.73,0.0696,0.3374,0.3638,0.3573,low 2097,Ghana,2023,rural,Infrastructure,Junior,33.3,783018,0.3147,536587,0.1879,100835,10,0.5632,0.8092,213.14,0.0538,0.3918,0.4109,0.445,low 2098,Uganda,2023,remote,Security,Mid_Level,47.48,366962,0.6,146784,0.1114,16355,5,0.5349,0.6892,253.32,0.0501,0.3634,0.393,0.3194,critical 2099,Botswana,2022,urban,Education,Junior,2.52,112956,0.194,91041,0.4166,37925,20,0.596,0.9218,565.35,0.0745,0.4775,0.7485,0.6165,moderate 2100,Ghana,2021,urban,Infrastructure,Junior,31.94,818279,0.3231,553907,0.3074,170293,13,0.616,0.7973,317.6,0.069,0.392,0.3567,0.4731,low 2101,Kenya,2019,capital,Security,Director,49.57,1992060,0.2054,1582953,0.3694,584688,17,0.5598,0.8739,892.03,0.0894,0.5132,0.5642,0.5723,moderate 2102,Senegal,2023,rural,Justice,Senior,17.53,357065,0.3648,226823,0.1621,36770,10,0.5388,0.7957,465.24,0.0484,0.3749,0.4604,0.4272,low 2103,Mozambique,2025,urban,Health,Mid_Level,33.89,379681,0.4001,227756,0.1388,31614,7,0.521,0.6667,155.68,0.0568,0.1957,0.1826,0.34,critical 2104,Ghana,2022,capital,Health,Junior,32.62,825407,0.273,600037,0.2966,177959,14,0.6323,0.786,271.42,0.0482,0.3446,0.3629,0.4795,low 2105,Ethiopia,2022,remote,Education,Junior,119.93,1579846,0.6,631938,0.1,63193,3,0.5198,0.6377,129.61,0.064,0.2293,0.1792,0.269,critical 2106,Nigeria,2025,capital,Health,Senior,235.75,4663015,0.2988,3269577,0.2383,779128,7,0.4795,0.7892,312.99,0.0718,0.3801,0.4558,0.4543,low 2107,Kenya,2024,rural,Finance,Director,55.0,1882569,0.2263,1456452,0.2305,335684,13,0.5777,0.9346,1381.41,0.0707,0.4368,0.6127,0.5287,moderate 2108,Ghana,2019,rural,Justice,Mid_Level,30.64,793044,0.3507,514901,0.1768,91012,13,0.5386,0.7208,273.89,0.0571,0.3152,0.3974,0.4184,low 2109,Rwanda,2020,rural,Health,Senior,12.73,377558,0.1742,311795,0.2093,65268,31,0.6309,0.8957,922.25,0.0742,0.4969,0.6891,0.5892,moderate 2110,Ghana,2024,urban,ICT,Mid_Level,34.0,945337,0.225,732633,0.2665,195273,10,0.6067,0.7102,281.95,0.0495,0.3186,0.3712,0.4609,low 2111,Nigeria,2024,urban,Social_Services,Senior,230.0,5279240,0.3614,3371248,0.2405,810867,10,0.4768,0.752,454.08,0.0485,0.3108,0.4161,0.4303,low 2112,Nigeria,2024,urban,Administration,Junior,230.0,4552332,0.3987,2737503,0.2253,616729,10,0.6105,0.7147,188.79,0.071,0.3563,0.4745,0.4219,low 2113,Botswana,2024,urban,Finance,Mid_Level,2.6,105277,0.1855,85749,0.4053,34751,29,0.7011,0.9286,355.7,0.0805,0.4459,0.68,0.6293,moderate 2114,Kenya,2025,rural,Social_Services,Junior,56.15,1966115,0.2464,1481565,0.2276,337232,15,0.6119,0.844,560.12,0.0919,0.4606,0.6817,0.5236,moderate 2115,Ghana,2024,remote,Health,Mid_Level,34.0,833480,0.4114,490591,0.1319,64711,13,0.5245,0.7752,217.15,0.048,0.3781,0.3458,0.4013,low 2116,DRC,2020,urban,Education,Mid_Level,92.57,607483,0.5724,259730,0.1032,26812,3,0.5653,0.6175,99.75,0.0481,0.2273,0.2191,0.2775,critical 2117,Rwanda,2020,capital,Justice,Junior,12.73,377457,0.1636,315707,0.3257,102836,23,0.6206,0.8794,488.81,0.0779,0.4782,0.6464,0.5924,moderate 2118,Rwanda,2020,capital,Education,Mid_Level,12.73,368481,0.1489,313604,0.3667,114992,32,0.6497,0.8899,379.41,0.0883,0.4913,0.7453,0.6416,moderate 2119,DRC,2025,urban,Administration,Mid_Level,108.36,696798,0.534,324686,0.1105,35867,4,0.442,0.6553,89.32,0.0541,0.2242,0.2204,0.2969,critical 2120,Tanzania,2025,rural,Security,Director,69.01,1256120,0.4204,728078,0.1741,126768,10,0.5837,0.7555,635.44,0.0636,0.3711,0.4074,0.4046,low 2121,Ghana,2019,capital,Infrastructure,Junior,30.64,748523,0.2061,594233,0.2628,156163,15,0.5671,0.7921,176.73,0.0549,0.2994,0.3205,0.4825,low 2122,Botswana,2018,urban,Health,Senior,2.38,107521,0.1697,89269,0.4072,36345,22,0.5617,0.8616,827.67,0.0819,0.5536,0.612,0.6101,moderate 2123,Kenya,2021,rural,Security,Director,51.68,1967172,0.2714,1433288,0.2331,334032,16,0.501,0.8342,1086.11,0.0857,0.5149,0.7637,0.5334,moderate 2124,Ghana,2018,urban,Education,Mid_Level,30.01,664712,0.2691,485855,0.2822,137105,11,0.5686,0.7149,230.4,0.0698,0.3001,0.3637,0.4544,low 2125,South Africa,2025,capital,Education,Mid_Level,62.5,3463971,0.2382,2638874,0.3924,1035427,25,0.5807,0.8483,639.19,0.0681,0.5559,0.7666,0.6105,moderate 2126,Botswana,2025,capital,Agriculture,Senior,2.64,112117,0.1741,92599,0.3737,34607,17,0.628,0.9318,556.39,0.0679,0.503,0.5424,0.5867,moderate 2127,Ethiopia,2023,rural,Finance,Senior,122.93,1304138,0.5799,547853,0.1223,67022,3,0.479,0.6658,152.72,0.0595,0.2312,0.1816,0.2843,critical 2128,South Africa,2021,capital,Security,Junior,60.54,3554937,0.1905,2877803,0.41,1179913,23,0.641,0.8898,421.34,0.0773,0.4732,0.5827,0.6014,moderate 2129,Mozambique,2021,rural,Finance,Executive,30.47,323730,0.5628,141535,0.1,14153,6,0.5133,0.6139,486.06,0.0641,0.2011,0.1827,0.2798,critical 2130,DRC,2019,urban,Education,Senior,89.7,560594,0.494,283673,0.1325,37598,4,0.4607,0.6928,207.4,0.06,0.1932,0.2249,0.3154,critical 2131,Tanzania,2018,urban,Social_Services,Senior,56.11,1049363,0.2385,799069,0.2048,163654,10,0.5759,0.7966,276.67,0.0706,0.3216,0.3732,0.4555,low 2132,Ghana,2024,urban,Security,Mid_Level,34.0,943349,0.2329,723679,0.237,171498,13,0.6091,0.8135,234.99,0.0656,0.3385,0.371,0.4765,low 2133,Tanzania,2018,urban,Health,Junior,56.11,945989,0.3396,624694,0.1964,122698,10,0.5982,0.7446,283.68,0.0556,0.2994,0.4335,0.4242,low 2134,Nigeria,2022,urban,Administration,Mid_Level,218.92,4280596,0.2772,3093988,0.2571,795349,12,0.5701,0.7902,250.9,0.0537,0.3933,0.4301,0.4758,low 2135,Tanzania,2022,rural,Infrastructure,Junior,63.15,1191486,0.3176,813038,0.1436,116788,7,0.5027,0.8112,186.96,0.0566,0.3773,0.4581,0.4292,low 2136,Nigeria,2023,remote,Security,Mid_Level,224.39,4382881,0.518,2112715,0.1246,263157,11,0.5685,0.7908,269.14,0.0656,0.3138,0.3718,0.3663,low 2137,Nigeria,2022,capital,Administration,Junior,218.92,3837842,0.3197,2610845,0.2288,597483,10,0.4993,0.6999,285.25,0.0573,0.3578,0.3546,0.4285,low 2138,Senegal,2022,urban,Health,Mid_Level,17.07,381349,0.2845,272840,0.2692,73438,11,0.4694,0.7878,257.36,0.068,0.3582,0.3203,0.4597,low 2139,Ghana,2024,rural,Health,Mid_Level,34.0,856655,0.3729,537167,0.2189,117582,10,0.4611,0.7063,312.27,0.0531,0.3683,0.4463,0.4239,low 2140,Nigeria,2024,capital,Health,Executive,230.0,4637848,0.2476,3489310,0.2162,754482,11,0.6101,0.7537,923.03,0.0649,0.2999,0.4638,0.4591,low 2141,Uganda,2020,capital,Education,Junior,43.2,334144,0.3909,203519,0.2099,42715,8,0.4863,0.7347,252.92,0.0617,0.3171,0.4492,0.4116,low 2142,Ghana,2018,capital,Education,Mid_Level,30.01,655151,0.1927,528876,0.2915,154191,11,0.488,0.7734,271.21,0.0509,0.3216,0.3784,0.4882,low 2143,Tanzania,2025,rural,Education,Director,69.01,1225385,0.377,763360,0.1777,135648,10,0.5478,0.7651,802.3,0.0517,0.3339,0.3874,0.4121,low 2144,Nigeria,2025,capital,Health,Junior,235.75,4247145,0.3222,2878801,0.2415,695136,12,0.5889,0.7456,301.75,0.0504,0.3585,0.4168,0.4492,low 2145,South Africa,2019,capital,Infrastructure,Mid_Level,59.58,3303172,0.2018,2636528,0.3417,900826,25,0.5305,0.9349,565.99,0.0841,0.4664,0.7456,0.6089,moderate 2146,Kenya,2025,rural,Security,Mid_Level,56.15,1716504,0.3239,1160536,0.1914,222179,17,0.5454,0.8969,570.73,0.0841,0.4275,0.5816,0.4948,low 2147,DRC,2018,remote,Health,Director,86.92,460917,0.6,184366,0.1,18436,4,0.5367,0.6849,341.55,0.0542,0.2374,0.2115,0.2826,critical 2148,Ghana,2019,urban,Infrastructure,Senior,30.64,834311,0.2486,626883,0.2847,178498,8,0.5053,0.8009,296.52,0.0565,0.2976,0.3237,0.4613,low 2149,Botswana,2019,capital,Infrastructure,Director,2.41,95073,0.1929,76737,0.4235,32501,18,0.5359,0.798,1466.97,0.0872,0.4612,0.5341,0.5719,moderate 2150,Ethiopia,2019,rural,Health,Mid_Level,111.37,1381662,0.6,552664,0.1,55266,4,0.5103,0.6936,117.75,0.0578,0.1863,0.2156,0.2792,critical 2151,DRC,2022,rural,Security,Senior,98.59,658500,0.6,263400,0.1,26340,5,0.5532,0.7112,179.67,0.0711,0.1862,0.2072,0.2835,critical 2152,Senegal,2021,capital,Education,Junior,16.62,317413,0.2547,236561,0.3063,72465,13,0.633,0.7996,314.83,0.0527,0.3245,0.4579,0.4936,low 2153,Rwanda,2021,rural,Agriculture,Junior,13.04,365906,0.2374,279024,0.2375,66258,22,0.6086,0.8364,492.52,0.0857,0.4838,0.767,0.5555,moderate 2154,Tanzania,2021,remote,Social_Services,Senior,61.31,1190830,0.5157,576723,0.1188,68487,9,0.488,0.7072,270.19,0.0659,0.3106,0.4131,0.3517,low 2155,Nigeria,2019,capital,Infrastructure,Senior,203.29,3890107,0.3503,2527374,0.215,543332,9,0.4792,0.7224,267.84,0.0488,0.3723,0.4247,0.4267,low 2156,Botswana,2019,remote,Security,Junior,2.41,105597,0.2889,75094,0.2216,16640,22,0.5237,0.7993,438.97,0.0769,0.5036,0.7707,0.5355,moderate 2157,Mozambique,2020,urban,Health,Junior,29.66,312222,0.512,152359,0.1486,22638,4,0.5764,0.694,97.61,0.0704,0.2235,0.2226,0.3179,critical 2158,Mozambique,2021,urban,Social_Services,Mid_Level,30.47,347371,0.3721,218115,0.1326,28919,6,0.5354,0.6413,134.52,0.0656,0.2149,0.1855,0.3414,critical 2159,Mozambique,2022,rural,Social_Services,Mid_Level,31.29,312573,0.4651,167192,0.1,16719,5,0.5358,0.688,153.12,0.0624,0.2244,0.2097,0.3178,critical 2160,Ghana,2021,rural,Finance,Mid_Level,31.94,897093,0.3692,565890,0.1725,97618,12,0.6225,0.69,320.68,0.0717,0.3564,0.3732,0.4073,low 2161,Senegal,2018,capital,Education,Senior,15.34,382289,0.1862,311117,0.2678,83320,11,0.5245,0.756,470.63,0.0585,0.312,0.4265,0.4852,low 2162,DRC,2018,remote,Administration,Junior,86.92,529471,0.6,211788,0.1,21178,3,0.5842,0.615,121.89,0.0508,0.1976,0.2281,0.2673,critical 2163,Kenya,2023,urban,Health,Senior,53.87,1771212,0.2053,1407522,0.2834,398853,17,0.5786,0.8229,752.66,0.077,0.519,0.6614,0.5535,moderate 2164,Nigeria,2025,capital,Health,Junior,235.75,4175476,0.3031,2909857,0.2293,667317,7,0.4936,0.7514,282.14,0.0585,0.3986,0.3519,0.4368,low 2165,Mozambique,2022,urban,Social_Services,Junior,31.29,356203,0.4694,188990,0.141,26640,6,0.5024,0.5877,149.89,0.0671,0.187,0.1698,0.3067,critical 2166,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,294397,0.6,117758,0.126,14832,6,0.5943,0.7849,251.66,0.0687,0.3039,0.3322,0.3278,critical 2167,South Africa,2019,capital,Security,Mid_Level,59.58,3087598,0.2538,2304051,0.3573,823159,15,0.5427,0.8953,492.23,0.0953,0.5424,0.7256,0.5745,moderate 2168,DRC,2024,rural,Administration,Mid_Level,105.0,605909,0.6,242363,0.1,24236,3,0.5567,0.7128,112.71,0.0562,0.1892,0.198,0.2781,critical 2169,DRC,2023,urban,Infrastructure,Mid_Level,101.74,569302,0.4371,320472,0.1056,33856,4,0.4816,0.5868,114.6,0.0644,0.2259,0.1931,0.3071,critical 2170,Tanzania,2022,rural,Administration,Mid_Level,63.15,1201860,0.3324,802325,0.1531,122802,11,0.4886,0.7215,276.69,0.0696,0.3037,0.4593,0.4172,low 2171,Senegal,2019,remote,Administration,Senior,15.76,390681,0.4797,203268,0.1515,30803,11,0.5381,0.6908,311.12,0.0637,0.3109,0.4708,0.3772,low 2172,Senegal,2019,capital,Education,Junior,15.76,311890,0.2236,242158,0.2518,60974,12,0.5323,0.7821,281.24,0.0513,0.3034,0.4547,0.4802,low 2173,Nigeria,2023,capital,Security,Junior,224.39,3891044,0.2675,2850378,0.2713,773418,9,0.5432,0.6955,188.9,0.0537,0.3471,0.4555,0.4581,low 2174,Tanzania,2024,capital,Health,Junior,67.0,1333472,0.2657,979203,0.2569,251513,8,0.5464,0.7642,269.01,0.0593,0.3226,0.3886,0.4535,low 2175,Botswana,2025,capital,Security,Director,2.64,121115,0.1673,100854,0.3573,36038,25,0.6741,0.9317,1026.24,0.0934,0.4709,0.681,0.615,moderate 2176,Ghana,2019,capital,Agriculture,Mid_Level,30.64,872842,0.2174,683096,0.3273,223606,12,0.4879,0.7109,288.35,0.0678,0.3017,0.3856,0.4828,low 2177,Ghana,2021,rural,Security,Senior,31.94,744329,0.3041,517965,0.1776,91972,15,0.5678,0.7079,439.32,0.0621,0.3361,0.3229,0.4279,low 2178,South Africa,2024,rural,Education,Junior,62.0,3060732,0.3653,1942605,0.2364,459309,17,0.547,0.9316,488.03,0.0761,0.4856,0.707,0.5193,moderate 2179,Mozambique,2025,remote,Infrastructure,Mid_Level,33.89,321657,0.6,128662,0.1,12866,5,0.5229,0.6118,133.97,0.0541,0.2005,0.1654,0.2659,critical 2180,Tanzania,2019,capital,Security,Mid_Level,57.79,1052210,0.2521,786976,0.2627,206720,11,0.5608,0.7737,294.47,0.0653,0.3211,0.4005,0.4684,low 2181,Kenya,2019,rural,Security,Executive,49.57,1545812,0.2711,1126748,0.2391,269353,21,0.6459,0.7993,2578.79,0.0954,0.559,0.6795,0.5382,moderate 2182,Rwanda,2024,capital,Education,Junior,14.0,420700,0.1708,348857,0.3686,128584,24,0.6484,0.8586,487.29,0.0841,0.4917,0.6868,0.6061,moderate 2183,Senegal,2024,urban,Finance,Mid_Level,18.0,444084,0.2355,339496,0.2721,92378,11,0.4644,0.7464,206.58,0.0516,0.3221,0.434,0.4742,low 2184,Rwanda,2023,urban,Infrastructure,Junior,13.67,457722,0.19,370744,0.3491,129410,21,0.6565,0.9043,387.21,0.0749,0.4647,0.7098,0.5953,moderate 2185,Kenya,2022,capital,Education,Mid_Level,52.76,1938565,0.1806,1588405,0.3119,495442,18,0.6576,0.795,508.52,0.076,0.4486,0.7476,0.5667,moderate 2186,Ghana,2025,urban,Education,Junior,34.71,898507,0.2189,701853,0.2692,188934,9,0.5637,0.8143,188.32,0.0667,0.3847,0.3482,0.4805,low 2187,Tanzania,2025,rural,Infrastructure,Mid_Level,69.01,1163218,0.3208,790028,0.1541,121722,10,0.6078,0.7395,214.55,0.0512,0.3957,0.357,0.4195,low 2188,Ghana,2025,capital,Health,Junior,34.71,865972,0.2255,670716,0.33,221310,12,0.4852,0.7688,233.34,0.0643,0.38,0.4777,0.5072,moderate 2189,DRC,2022,urban,Finance,Junior,98.59,582758,0.4385,327222,0.1067,34929,5,0.5868,0.5913,154.53,0.067,0.1787,0.2331,0.3094,critical 2190,Rwanda,2025,urban,Justice,Junior,14.34,439411,0.177,361633,0.3293,119101,22,0.6143,0.9075,600.8,0.0682,0.482,0.5301,0.5804,moderate 2191,Mozambique,2023,urban,Administration,Mid_Level,32.13,311744,0.472,164601,0.1264,20811,4,0.4521,0.6608,148.0,0.0533,0.2264,0.163,0.3117,critical 2192,DRC,2020,rural,Social_Services,Director,92.57,577509,0.6,231003,0.1,23100,3,0.577,0.6608,271.68,0.054,0.1857,0.2201,0.2722,critical 2193,South Africa,2021,remote,Finance,Senior,60.54,2852479,0.3678,1803322,0.1761,317639,16,0.6447,0.9024,681.79,0.0806,0.4949,0.6779,0.4947,low 2194,Ghana,2018,urban,Health,Director,30.01,728617,0.2945,514026,0.3035,156019,11,0.4767,0.7254,689.12,0.06,0.3054,0.3312,0.4522,low 2195,Senegal,2023,rural,Health,Senior,17.53,367723,0.268,269158,0.1703,45829,12,0.5736,0.7472,325.42,0.058,0.3376,0.3824,0.4396,low 2196,Kenya,2021,urban,Health,Junior,51.68,1607402,0.2108,1268610,0.3009,381684,19,0.5047,0.8236,404.11,0.0669,0.5302,0.554,0.552,moderate 2197,Senegal,2019,urban,Education,Director,15.76,397422,0.2355,303846,0.2243,68155,10,0.5393,0.7449,445.13,0.0511,0.3123,0.3763,0.4528,low 2198,DRC,2022,remote,Education,Senior,98.59,542948,0.6,217179,0.1,21717,3,0.5765,0.7063,137.34,0.0527,0.1918,0.2329,0.2809,critical 2199,South Africa,2018,rural,Education,Mid_Level,59.11,2829312,0.3839,1743045,0.2649,461750,14,0.5122,0.8443,509.35,0.0905,0.4734,0.761,0.5053,moderate 2200,DRC,2019,remote,Administration,Mid_Level,89.7,613684,0.6,245473,0.1,24547,2,0.4737,0.6586,147.07,0.0709,0.215,0.2285,0.2731,critical 2201,Mozambique,2024,rural,Health,Mid_Level,33.0,328639,0.6,131455,0.1034,13592,7,0.6003,0.6571,141.0,0.0615,0.2179,0.1981,0.2835,critical 2202,DRC,2025,remote,Justice,Junior,108.36,647315,0.6,258926,0.1,25892,5,0.5566,0.68,90.76,0.066,0.2003,0.2292,0.2825,critical 2203,Ghana,2018,remote,Infrastructure,Junior,30.01,773086,0.4846,398474,0.1593,63492,14,0.5649,0.6873,304.43,0.0716,0.3792,0.3256,0.3773,low 2204,Ethiopia,2024,urban,ICT,Junior,126.0,1327048,0.4123,779933,0.1657,129231,5,0.5554,0.631,147.33,0.0587,0.1869,0.2214,0.3363,critical 2205,Kenya,2022,urban,Education,Mid_Level,52.76,1589337,0.2018,1268632,0.3013,382200,20,0.5393,0.8047,445.95,0.0794,0.4474,0.6979,0.5601,moderate 2206,Kenya,2020,urban,Infrastructure,Junior,50.61,1878384,0.2152,1474246,0.3317,489053,17,0.5454,0.7992,481.07,0.0919,0.4343,0.576,0.5426,moderate 2207,Botswana,2023,urban,Administration,Junior,2.56,128360,0.206,101911,0.4001,40779,20,0.5465,0.7674,586.22,0.0692,0.4497,0.5919,0.5678,moderate 2208,DRC,2024,urban,Finance,Mid_Level,105.0,704139,0.6,281655,0.1167,32876,2,0.4559,0.618,113.79,0.0567,0.2109,0.193,0.2673,critical 2209,Tanzania,2023,capital,ICT,Senior,65.05,1112903,0.2531,831224,0.2679,222700,11,0.5266,0.6839,484.79,0.0637,0.3703,0.3639,0.4572,low 2210,Ethiopia,2024,rural,Finance,Mid_Level,126.0,1453893,0.6,581557,0.1171,68110,5,0.5935,0.6582,107.11,0.0549,0.2121,0.1696,0.2787,critical 2211,Senegal,2022,urban,Education,Junior,17.07,374935,0.1981,300676,0.2543,76468,9,0.6011,0.754,292.09,0.0684,0.3898,0.4593,0.4846,low 2212,South Africa,2019,urban,Security,Mid_Level,59.58,3261226,0.2747,2365252,0.3064,724716,16,0.5873,0.8713,595.23,0.0862,0.447,0.5382,0.5271,moderate 2213,Kenya,2021,urban,Justice,Mid_Level,51.68,2010600,0.2028,1602759,0.2885,462357,17,0.5195,0.7753,499.9,0.0772,0.4212,0.7075,0.5431,moderate 2214,Botswana,2023,capital,Security,Junior,2.56,115881,0.1762,95461,0.4031,38478,25,0.5794,0.8012,495.92,0.075,0.4387,0.6425,0.5975,moderate 2215,Kenya,2019,urban,Agriculture,Senior,49.57,1918834,0.2161,1504133,0.3444,517968,18,0.6081,0.896,896.18,0.0881,0.5492,0.6429,0.5807,moderate 2216,South Africa,2025,urban,Health,Junior,62.5,3370186,0.2067,2673579,0.3109,831178,18,0.5933,0.7931,522.46,0.0852,0.5288,0.6917,0.5621,moderate 2217,Mozambique,2020,remote,Administration,Junior,29.66,254743,0.6,101897,0.1,10189,7,0.591,0.711,135.34,0.0519,0.1808,0.1721,0.2844,critical 2218,Botswana,2019,capital,Finance,Senior,2.41,92454,0.1884,75035,0.4546,34114,17,0.4864,0.8465,915.84,0.0876,0.4216,0.695,0.5977,moderate 2219,Botswana,2024,capital,Security,Mid_Level,2.6,106667,0.195,85868,0.3697,31744,27,0.6448,0.8026,563.4,0.0648,0.4512,0.5942,0.5861,moderate 2220,Ghana,2025,remote,Education,Mid_Level,34.71,993243,0.4799,516609,0.128,66138,11,0.5312,0.721,252.99,0.0657,0.3701,0.3762,0.3723,low 2221,DRC,2023,rural,Justice,Junior,101.74,593022,0.6,237208,0.1,23720,4,0.5248,0.6352,122.61,0.0649,0.221,0.2209,0.2745,critical 2222,Uganda,2024,rural,Education,Senior,49.0,372245,0.5759,157887,0.1606,25359,6,0.4879,0.7023,483.92,0.0582,0.3798,0.3279,0.3373,critical 2223,Uganda,2019,capital,Social_Services,Junior,41.86,377391,0.3836,232630,0.2358,54854,7,0.5321,0.6791,244.89,0.0622,0.3081,0.477,0.4109,low 2224,South Africa,2018,capital,Agriculture,Mid_Level,59.11,2887500,0.2724,2100968,0.3427,720041,20,0.5132,0.7745,496.36,0.0898,0.4946,0.5963,0.5429,moderate 2225,Ethiopia,2018,remote,Education,Mid_Level,108.65,1114296,0.6,445718,0.1,44571,3,0.5167,0.6366,141.69,0.0508,0.2057,0.1943,0.268,critical 2226,Uganda,2019,capital,Health,Junior,41.86,324694,0.2958,228644,0.2034,46496,7,0.5193,0.7037,249.81,0.0574,0.4014,0.3273,0.4228,low 2227,Tanzania,2018,rural,Education,Junior,56.11,1123475,0.4012,672754,0.1622,109152,6,0.4864,0.7139,289.13,0.0573,0.3581,0.4691,0.3951,low 2228,Mozambique,2025,capital,Infrastructure,Mid_Level,33.89,367587,0.4485,202713,0.1616,32749,6,0.4539,0.6558,127.11,0.0647,0.2153,0.1928,0.3324,critical 2229,Botswana,2021,remote,Education,Senior,2.49,115495,0.3079,79931,0.1964,15699,23,0.6452,0.7858,934.8,0.0888,0.4678,0.5226,0.4965,low 2230,Mozambique,2018,capital,Health,Junior,28.12,320073,0.4083,189374,0.1657,31387,6,0.5428,0.6995,102.86,0.0647,0.2352,0.2349,0.3563,low 2231,Ghana,2021,remote,Infrastructure,Junior,31.94,738955,0.4413,412840,0.1363,56279,8,0.469,0.8024,307.38,0.069,0.3556,0.4696,0.3966,low 2232,Senegal,2021,urban,Finance,Junior,16.62,378029,0.238,288043,0.2815,81080,8,0.4644,0.7277,207.33,0.0718,0.3562,0.3776,0.4634,low 2233,Rwanda,2023,urban,Education,Junior,13.67,383867,0.1709,318257,0.3541,112699,21,0.6053,0.8854,461.0,0.0796,0.4692,0.617,0.5897,moderate 2234,Uganda,2021,urban,Infrastructure,Senior,44.58,345344,0.4772,180559,0.1762,31817,7,0.5441,0.7565,475.56,0.0558,0.3372,0.4153,0.381,low 2235,Senegal,2022,rural,Social_Services,Junior,17.07,405210,0.3522,262480,0.1838,48246,9,0.6015,0.7857,213.59,0.0553,0.3721,0.4668,0.4321,low 2236,Tanzania,2021,remote,Education,Junior,61.31,1165225,0.406,692136,0.1049,72578,10,0.4982,0.7013,188.36,0.0534,0.3238,0.3746,0.3747,low 2237,Kenya,2025,urban,Security,Junior,56.15,1784212,0.2348,1365292,0.3204,437453,20,0.5552,0.8631,500.66,0.0706,0.5377,0.6068,0.5653,moderate 2238,Uganda,2021,capital,Security,Senior,44.58,347065,0.4289,198225,0.1947,38599,9,0.5716,0.8141,429.15,0.0599,0.3409,0.4527,0.4154,low 2239,Kenya,2024,urban,Security,Mid_Level,55.0,1762359,0.166,1469722,0.3222,473547,19,0.6046,0.8606,452.72,0.0717,0.4262,0.5585,0.5641,moderate 2240,DRC,2023,rural,Administration,Junior,101.74,667975,0.6,267190,0.1,26719,4,0.5918,0.6343,129.18,0.0543,0.1914,0.1719,0.2665,critical 2241,Ghana,2018,rural,Health,Mid_Level,30.01,833551,0.4099,491869,0.1842,90592,9,0.5268,0.7022,231.03,0.0617,0.3652,0.3549,0.3934,low 2242,Botswana,2019,rural,Administration,Mid_Level,2.41,110457,0.2679,80861,0.2389,19313,27,0.5548,0.8788,416.59,0.0866,0.5273,0.7127,0.566,moderate 2243,Senegal,2021,rural,Agriculture,Mid_Level,16.62,365471,0.3249,246712,0.1891,46656,8,0.5563,0.6972,283.73,0.0573,0.3857,0.3341,0.4126,low 2244,Ghana,2021,capital,Social_Services,Junior,31.94,795075,0.2021,634387,0.3203,203167,10,0.5552,0.7005,227.74,0.0507,0.3553,0.3206,0.4772,low 2245,DRC,2025,urban,Security,Junior,108.36,602031,0.6,240812,0.1244,29968,4,0.5551,0.6078,151.25,0.0589,0.2332,0.2189,0.2775,critical 2246,Uganda,2020,rural,ICT,Junior,43.2,337972,0.566,146667,0.1333,19547,6,0.5631,0.8124,255.64,0.0708,0.3081,0.3564,0.3451,critical 2247,Senegal,2018,urban,Security,Junior,15.34,332288,0.2609,245586,0.2567,63044,11,0.5613,0.823,282.09,0.0698,0.3974,0.4575,0.4854,low 2248,Senegal,2018,urban,Education,Junior,15.34,344000,0.2151,270010,0.2524,68161,13,0.5344,0.8175,289.97,0.0673,0.3093,0.4707,0.4925,low 2249,DRC,2018,remote,Health,Junior,86.92,492619,0.6,197047,0.1,19704,4,0.5513,0.6227,154.23,0.0578,0.236,0.2223,0.2742,critical 2250,Mozambique,2020,urban,Security,Director,29.66,311979,0.4938,157935,0.158,24951,5,0.526,0.6642,249.09,0.0671,0.195,0.2165,0.3193,critical 2251,Tanzania,2022,rural,Infrastructure,Mid_Level,63.15,1028006,0.4448,570731,0.1522,86862,9,0.5916,0.7469,216.17,0.0544,0.357,0.3666,0.3837,low 2252,Uganda,2020,capital,Finance,Mid_Level,43.2,348282,0.3734,218243,0.2155,47039,6,0.587,0.7517,299.82,0.0614,0.3364,0.4382,0.4158,low 2253,Mozambique,2019,remote,Agriculture,Junior,28.88,282028,0.6,112811,0.1,11281,5,0.5862,0.6313,95.46,0.0504,0.2175,0.2047,0.2744,critical 2254,Kenya,2023,remote,Health,Junior,53.87,1734851,0.3277,1166414,0.1489,173678,16,0.6175,0.7928,624.97,0.0932,0.4919,0.7436,0.4878,low 2255,South Africa,2023,urban,Agriculture,Junior,61.51,3255776,0.2904,2310442,0.3554,821040,18,0.6001,0.9311,370.24,0.0746,0.4394,0.7688,0.5717,moderate 2256,Tanzania,2022,capital,Agriculture,Mid_Level,63.15,986485,0.3025,688080,0.25,171993,6,0.5963,0.6989,175.04,0.0583,0.3123,0.4112,0.4291,low 2257,Ghana,2020,capital,ICT,Junior,31.29,762188,0.2202,594318,0.3237,192393,10,0.4797,0.8072,202.5,0.0686,0.3582,0.4517,0.5029,moderate 2258,Rwanda,2018,remote,Education,Junior,12.14,393240,0.2353,300721,0.1685,50677,26,0.5258,0.7993,496.72,0.0775,0.4985,0.7094,0.539,moderate 2259,South Africa,2020,urban,Education,Junior,60.06,2754206,0.2647,2025110,0.3125,632817,22,0.5072,0.7752,435.41,0.078,0.5185,0.7,0.5551,moderate 2260,Botswana,2025,urban,Health,Senior,2.64,126971,0.1564,107119,0.3234,34642,22,0.5601,0.8664,623.62,0.0947,0.4918,0.7152,0.5974,moderate 2261,Botswana,2019,urban,Social_Services,Junior,2.41,109909,0.1699,91240,0.3672,33503,26,0.6384,0.8933,413.5,0.0906,0.5068,0.538,0.6028,moderate 2262,Tanzania,2024,capital,Health,Senior,67.0,1029811,0.2205,802697,0.2011,161435,11,0.4697,0.7309,311.32,0.0562,0.328,0.4621,0.4613,low 2263,DRC,2024,remote,Security,Junior,105.0,570624,0.6,228249,0.1,22824,4,0.4446,0.6777,105.57,0.0591,0.2402,0.1772,0.2784,critical 2264,South Africa,2018,capital,Education,Mid_Level,59.11,3583902,0.2617,2645875,0.4024,1064636,22,0.5499,0.9228,511.87,0.0692,0.5562,0.6517,0.5994,moderate 2265,Rwanda,2019,rural,Education,Junior,12.43,347025,0.2228,269720,0.2206,59490,18,0.5527,0.8048,503.43,0.0787,0.428,0.5838,0.5164,moderate 2266,Kenya,2020,urban,Social_Services,Junior,50.61,1589794,0.1621,1332115,0.3178,423400,15,0.5886,0.8823,363.41,0.0774,0.5588,0.5915,0.5738,moderate 2267,Senegal,2022,urban,Education,Senior,17.07,319548,0.2164,250383,0.2532,63406,13,0.4708,0.7651,263.26,0.0629,0.3407,0.3895,0.4795,low 2268,Senegal,2025,rural,Education,Executive,18.49,377004,0.3481,245771,0.1889,46424,13,0.5353,0.7794,1075.56,0.0585,0.3937,0.3603,0.435,low 2269,Senegal,2019,rural,Education,Senior,15.76,329940,0.3138,226413,0.189,42792,13,0.5835,0.6891,338.56,0.066,0.3928,0.4214,0.4361,low 2270,Rwanda,2022,urban,Finance,Junior,13.35,347091,0.131,301616,0.3348,100978,25,0.5541,0.9168,411.98,0.0864,0.5324,0.7385,0.628,moderate 2271,South Africa,2024,rural,Finance,Mid_Level,62.0,3638631,0.3311,2433896,0.2649,644779,15,0.5709,0.789,548.09,0.0761,0.45,0.6138,0.4957,low 2272,Tanzania,2023,remote,Health,Junior,65.05,1243140,0.5086,610867,0.1112,67941,9,0.595,0.7137,247.85,0.0485,0.3968,0.4483,0.3647,low 2273,Nigeria,2022,remote,Education,Mid_Level,218.92,4732344,0.6,1892937,0.133,251754,8,0.4668,0.7021,303.75,0.0576,0.3548,0.3241,0.3264,critical 2274,Kenya,2021,urban,Infrastructure,Junior,51.68,1578283,0.1656,1316981,0.3496,460365,18,0.5966,0.9206,515.26,0.0837,0.4934,0.5658,0.585,moderate 2275,Nigeria,2020,remote,Finance,Junior,208.37,4577492,0.4696,2427702,0.1313,318694,11,0.512,0.7,242.24,0.0661,0.3906,0.4505,0.382,low 2276,Rwanda,2018,capital,Agriculture,Mid_Level,12.14,310603,0.1234,272270,0.3098,84357,22,0.6199,0.9253,376.86,0.0802,0.4713,0.6236,0.5999,moderate 2277,Botswana,2018,capital,Education,Mid_Level,2.38,111555,0.1772,91791,0.4055,37223,20,0.5354,0.7669,394.38,0.071,0.5599,0.7723,0.6054,moderate 2278,Ghana,2024,rural,Security,Mid_Level,34.0,887441,0.3196,603841,0.224,135278,14,0.5117,0.752,293.38,0.0699,0.3378,0.3974,0.4474,low 2279,Rwanda,2020,urban,Education,Junior,12.73,372399,0.1601,312780,0.3506,109646,25,0.5688,0.8438,588.84,0.0794,0.4981,0.565,0.593,moderate 2280,Botswana,2018,remote,Education,Junior,2.38,94637,0.3166,64671,0.2159,13965,25,0.664,0.8137,444.4,0.0949,0.4836,0.737,0.5314,moderate 2281,Ghana,2022,capital,ICT,Junior,32.62,850078,0.2164,666092,0.3007,200276,12,0.5087,0.8233,196.1,0.0586,0.3008,0.4292,0.4976,low 2282,South Africa,2021,urban,Security,Senior,60.54,3656747,0.2938,2582226,0.3282,847446,22,0.5132,0.7882,731.83,0.0787,0.4908,0.6436,0.5452,moderate 2283,Uganda,2023,remote,Health,Junior,47.48,331331,0.594,134521,0.1204,16189,5,0.4753,0.739,218.9,0.0611,0.4015,0.4326,0.3383,critical 2284,Rwanda,2021,rural,Administration,Junior,13.04,416611,0.2258,322521,0.2517,81178,18,0.612,0.899,556.17,0.0703,0.4402,0.712,0.5515,moderate 2285,Botswana,2023,remote,Finance,Junior,2.56,124598,0.3463,81447,0.203,16531,25,0.5659,0.8017,387.83,0.0733,0.5127,0.5872,0.5069,moderate 2286,Mozambique,2025,urban,Security,Mid_Level,33.89,309582,0.4417,172836,0.1575,27223,7,0.495,0.6547,94.86,0.0593,0.1988,0.2344,0.338,critical 2287,Uganda,2023,capital,ICT,Mid_Level,47.48,338214,0.4031,201867,0.2136,43124,7,0.4799,0.7167,200.09,0.0673,0.3262,0.3952,0.3998,low 2288,Tanzania,2025,remote,Social_Services,Senior,69.01,1407953,0.5538,628269,0.1159,72797,6,0.4782,0.7417,322.22,0.0559,0.3037,0.4083,0.338,critical 2289,Uganda,2020,urban,Agriculture,Junior,43.2,343133,0.3639,218261,0.2029,44290,9,0.4687,0.798,302.75,0.0712,0.3844,0.4084,0.4312,low 2290,Ghana,2018,capital,Education,Junior,30.01,852872,0.2088,674763,0.2974,200689,16,0.4817,0.682,215.49,0.0534,0.3499,0.3873,0.4882,low 2291,South Africa,2022,capital,Security,Junior,61.02,3187470,0.1854,2596380,0.4118,1069130,21,0.533,0.8673,481.1,0.0904,0.5611,0.5524,0.6005,moderate 2292,South Africa,2021,capital,Justice,Junior,60.54,3251285,0.2606,2404107,0.3654,878569,24,0.5329,0.9211,587.44,0.0765,0.4357,0.6553,0.5835,moderate 2293,Senegal,2023,capital,Administration,Senior,17.53,437832,0.1987,350854,0.2634,92426,9,0.4996,0.6968,290.68,0.0641,0.314,0.3413,0.4587,low 2294,DRC,2022,rural,Justice,Mid_Level,98.59,538574,0.6,215429,0.1,21542,3,0.4574,0.7053,90.91,0.0547,0.1931,0.2314,0.2807,critical 2295,Mozambique,2022,remote,Social_Services,Senior,31.29,282538,0.6,113015,0.1,11301,7,0.5879,0.7083,195.32,0.0596,0.2109,0.1967,0.2895,critical 2296,South Africa,2019,urban,Health,Junior,59.58,2979407,0.2735,2164406,0.3583,775550,20,0.6233,0.8369,482.63,0.0806,0.4263,0.6712,0.5565,moderate 2297,Nigeria,2024,urban,Social_Services,Junior,230.0,4618234,0.3881,2826109,0.2475,699468,10,0.5599,0.6913,279.9,0.0627,0.3064,0.3399,0.4082,low 2298,Nigeria,2025,capital,Administration,Junior,235.75,4568063,0.3067,3167226,0.2615,828279,9,0.5116,0.7498,280.1,0.0575,0.3548,0.3807,0.4472,low 2299,DRC,2020,urban,Education,Senior,92.57,636050,0.4383,357293,0.105,37504,5,0.4953,0.6356,197.6,0.0565,0.2095,0.2321,0.3187,critical 2300,Rwanda,2022,rural,Education,Junior,13.35,447593,0.2521,334764,0.2569,85987,19,0.631,0.7683,528.97,0.0856,0.4792,0.6446,0.5263,moderate 2301,Nigeria,2023,remote,Education,Junior,224.39,4662818,0.5019,2322452,0.1144,265785,8,0.4836,0.7466,319.66,0.0679,0.3546,0.333,0.3539,low 2302,Senegal,2023,urban,Justice,Mid_Level,17.53,405054,0.2138,318435,0.271,86305,12,0.5273,0.8195,199.06,0.0485,0.3776,0.4161,0.4966,low 2303,Uganda,2018,capital,Health,Junior,40.56,320737,0.2953,226010,0.2112,47738,7,0.564,0.8169,187.37,0.0488,0.3121,0.374,0.4376,low 2304,Nigeria,2022,capital,Security,Director,218.92,4049679,0.2411,3073481,0.2711,833360,11,0.4695,0.7676,528.56,0.0632,0.3738,0.3556,0.4731,low 2305,Tanzania,2020,rural,Agriculture,Senior,59.53,1074848,0.4435,598171,0.1677,100321,9,0.4864,0.7165,390.02,0.0496,0.3022,0.328,0.374,low 2306,Ethiopia,2025,rural,Social_Services,Director,129.15,1643238,0.6,657295,0.1113,73153,5,0.5774,0.6929,298.73,0.0666,0.2085,0.1908,0.2842,critical 2307,Tanzania,2020,capital,Education,Mid_Level,59.53,965985,0.3064,670041,0.2055,137669,6,0.521,0.7084,190.44,0.0494,0.3529,0.3615,0.4175,low 2308,Ghana,2022,capital,Health,Junior,32.62,720646,0.2684,527210,0.2895,152605,13,0.6141,0.7069,305.7,0.0659,0.374,0.4593,0.4771,low 2309,Kenya,2019,urban,Infrastructure,Mid_Level,49.57,1598632,0.1723,1323166,0.3517,465418,17,0.5223,0.7869,528.08,0.0687,0.4434,0.7676,0.5765,moderate 2310,Uganda,2018,capital,Security,Junior,40.56,293532,0.3681,185472,0.2223,41238,7,0.5726,0.7973,268.46,0.0619,0.3832,0.3224,0.4212,low 2311,Botswana,2022,capital,Education,Director,2.52,96658,0.155,81672,0.3614,29515,23,0.6531,0.8315,1502.89,0.0781,0.5501,0.7402,0.6128,moderate 2312,DRC,2019,remote,Education,Mid_Level,89.7,489114,0.6,195645,0.1,19564,4,0.5244,0.7066,109.9,0.0522,0.2307,0.161,0.2802,critical 2313,Uganda,2024,capital,Education,Junior,49.0,370659,0.3231,250916,0.1853,46498,5,0.5629,0.7435,199.29,0.05,0.3267,0.3767,0.4099,low 2314,Ghana,2021,capital,ICT,Junior,31.94,784558,0.2601,580521,0.2773,160954,9,0.5161,0.7579,301.26,0.0568,0.3909,0.4074,0.4703,low 2315,Nigeria,2023,capital,Administration,Junior,224.39,4253364,0.3028,2965281,0.2868,850333,9,0.4911,0.8191,296.27,0.0639,0.3405,0.3873,0.4641,low 2316,Tanzania,2025,capital,Justice,Mid_Level,69.01,1416744,0.2702,1033985,0.2197,227181,10,0.6187,0.8111,219.21,0.0563,0.3768,0.4157,0.4633,low 2317,Kenya,2018,capital,Health,Junior,48.55,1599867,0.2136,1258074,0.3538,445091,12,0.5657,0.8392,576.21,0.0923,0.4261,0.7748,0.561,moderate 2318,Uganda,2018,rural,Administration,Senior,40.56,290499,0.4769,151952,0.1207,18345,5,0.4515,0.683,388.98,0.0498,0.3421,0.4335,0.3535,low 2319,Botswana,2018,urban,Justice,Mid_Level,2.38,106217,0.2065,84288,0.3729,31430,22,0.6412,0.9074,460.53,0.0773,0.5342,0.6617,0.6023,moderate 2320,Senegal,2023,capital,Health,Mid_Level,17.53,422516,0.2001,337949,0.3059,103393,12,0.5943,0.8001,213.17,0.0559,0.3099,0.3809,0.4955,low 2321,Kenya,2018,rural,Social_Services,Junior,48.55,1694174,0.2886,1205277,0.2403,289626,22,0.5352,0.8069,606.16,0.0671,0.532,0.5547,0.5226,moderate 2322,Tanzania,2021,rural,Justice,Junior,61.31,1210955,0.4515,664174,0.1706,113312,11,0.6047,0.7902,261.9,0.0674,0.3999,0.422,0.408,low 2323,Rwanda,2019,capital,Social_Services,Executive,12.43,340615,0.1711,282343,0.3283,92686,23,0.6645,0.9285,2080.35,0.0944,0.5403,0.7453,0.6146,moderate 2324,Rwanda,2024,urban,Health,Junior,14.0,366383,0.1453,313144,0.2803,87760,21,0.5996,0.789,444.72,0.0712,0.4305,0.6958,0.5672,moderate 2325,Senegal,2025,rural,Security,Executive,18.49,434909,0.2653,319525,0.1641,52419,11,0.5667,0.7999,795.3,0.0715,0.3517,0.4673,0.4541,low 2326,Kenya,2022,capital,Education,Junior,52.76,1716011,0.2081,1358899,0.3236,439795,14,0.5334,0.8699,410.27,0.0656,0.5447,0.5822,0.5571,moderate 2327,DRC,2025,capital,Security,Mid_Level,108.36,583068,0.5117,284697,0.1218,34662,3,0.57,0.7088,96.25,0.0644,0.1882,0.1628,0.3014,critical 2328,Ethiopia,2019,rural,Security,Mid_Level,111.37,1517467,0.6,606986,0.1006,61081,4,0.5309,0.6283,84.06,0.0486,0.2042,0.2019,0.27,critical 2329,Mozambique,2023,rural,ICT,Senior,32.13,307437,0.584,127895,0.1,12789,7,0.5336,0.6175,204.2,0.0597,0.2413,0.166,0.2798,critical 2330,DRC,2020,remote,Finance,Junior,92.57,572894,0.6,229157,0.1,22915,3,0.4827,0.617,111.57,0.056,0.2246,0.2079,0.2683,critical 2331,Kenya,2021,capital,Finance,Junior,51.68,2053977,0.1565,1732505,0.3722,644759,18,0.6253,0.9161,591.2,0.0829,0.4557,0.6916,0.6011,moderate 2332,Senegal,2018,urban,Social_Services,Mid_Level,15.34,313262,0.2811,225197,0.2106,47419,13,0.595,0.697,184.44,0.0708,0.3045,0.4758,0.4474,low 2333,DRC,2021,urban,Security,Mid_Level,95.53,554286,0.5703,238190,0.1103,26273,2,0.5575,0.6519,133.44,0.0618,0.2172,0.1775,0.2773,critical 2334,Kenya,2025,urban,Administration,Senior,56.15,2095191,0.1993,1677683,0.2639,442727,15,0.5877,0.8212,569.61,0.0806,0.4392,0.5996,0.5307,moderate 2335,Uganda,2022,capital,Health,Junior,46.01,378204,0.4224,218458,0.1936,42284,8,0.4824,0.7703,195.66,0.0683,0.3755,0.4289,0.4088,low 2336,Ghana,2018,rural,Health,Mid_Level,30.01,812629,0.379,504674,0.2148,108383,14,0.5987,0.7198,231.87,0.06,0.359,0.4307,0.4309,low 2337,Botswana,2022,rural,Health,Junior,2.52,127648,0.2235,99122,0.2401,23795,25,0.545,0.8428,563.55,0.0795,0.549,0.7483,0.5728,moderate 2338,Rwanda,2022,remote,Education,Junior,13.35,421000,0.2779,304020,0.1632,49624,23,0.5446,0.8053,460.27,0.0936,0.5392,0.6532,0.5189,moderate 2339,Kenya,2021,capital,Finance,Mid_Level,51.68,1959807,0.1696,1627363,0.3783,615589,21,0.5108,0.9185,416.85,0.0935,0.5092,0.6271,0.6061,moderate 2340,Senegal,2021,rural,Social_Services,Senior,16.62,356248,0.3692,224709,0.1777,39929,10,0.4984,0.7992,402.01,0.0583,0.367,0.4578,0.4295,low 2341,Tanzania,2019,urban,Education,Junior,57.79,988520,0.3281,664185,0.1996,132601,10,0.6138,0.7086,236.45,0.0512,0.3702,0.3972,0.4259,low 2342,Uganda,2022,rural,Justice,Mid_Level,46.01,410282,0.6,164112,0.1455,23876,5,0.5631,0.8088,258.5,0.0648,0.3349,0.4003,0.3437,critical 2343,Rwanda,2024,rural,Health,Junior,14.0,404072,0.2066,320600,0.2545,81588,17,0.613,0.8562,559.35,0.0803,0.5327,0.6336,0.5495,moderate 2344,Uganda,2020,rural,Finance,Junior,43.2,388470,0.5882,159961,0.1273,20358,8,0.4925,0.7397,207.61,0.0507,0.3394,0.4088,0.3405,critical 2345,Rwanda,2020,capital,Education,Junior,12.73,392387,0.1315,340807,0.3564,121455,24,0.5542,0.891,550.28,0.0858,0.4802,0.6023,0.6081,moderate 2346,Uganda,2022,remote,Finance,Mid_Level,46.01,361701,0.6,144680,0.1,14468,7,0.527,0.7843,283.2,0.0657,0.3745,0.3952,0.3371,critical 2347,Mozambique,2019,remote,Education,Junior,28.88,256675,0.6,102670,0.1,10267,6,0.5416,0.599,105.37,0.0695,0.2268,0.2296,0.2755,critical 2348,Nigeria,2018,remote,Social_Services,Mid_Level,198.33,4173130,0.5112,2039831,0.132,269246,11,0.5413,0.6792,237.45,0.0654,0.3714,0.3978,0.3615,low 2349,Nigeria,2025,capital,Health,Junior,235.75,5144364,0.3315,3438810,0.2726,937491,12,0.5386,0.7228,265.06,0.0578,0.3525,0.3424,0.4432,low 2350,Ghana,2021,urban,Health,Executive,31.94,687882,0.3153,470987,0.2356,110945,15,0.5681,0.7045,838.8,0.0564,0.3809,0.3435,0.4457,low 2351,Ghana,2019,rural,Agriculture,Junior,30.64,665105,0.3684,420064,0.1801,75644,13,0.5147,0.822,263.59,0.0617,0.3854,0.4789,0.4451,low 2352,Botswana,2024,urban,Social_Services,Junior,2.6,126274,0.2026,100690,0.3766,37921,27,0.6462,0.8868,622.92,0.0864,0.454,0.5677,0.5962,moderate 2353,Mozambique,2022,urban,Security,Senior,31.29,293335,0.5034,145655,0.1489,21683,7,0.4803,0.645,195.15,0.0663,0.236,0.2313,0.3223,critical 2354,Nigeria,2019,urban,Security,Junior,203.29,4626026,0.3708,2910516,0.2538,738656,12,0.4951,0.7383,272.75,0.0677,0.375,0.3394,0.4329,low 2355,Ethiopia,2023,urban,Finance,Executive,122.93,1323356,0.3977,797020,0.1498,119395,6,0.4709,0.5954,456.63,0.0632,0.1882,0.2244,0.3336,critical 2356,Kenya,2024,urban,Health,Mid_Level,55.0,1759940,0.1981,1411236,0.332,468529,12,0.4658,0.7877,363.61,0.0723,0.4759,0.7227,0.5515,moderate 2357,Tanzania,2018,urban,Administration,Mid_Level,56.11,1109015,0.295,781809,0.1895,148191,7,0.5689,0.8046,245.13,0.0598,0.3448,0.3229,0.4286,low 2358,Senegal,2018,remote,Health,Junior,15.34,356805,0.3928,216643,0.1539,33332,7,0.5873,0.6952,205.72,0.0607,0.389,0.3863,0.3896,low 2359,Ethiopia,2020,urban,Health,Senior,114.15,1540425,0.5057,761399,0.1514,115309,5,0.5281,0.5917,168.6,0.0638,0.2319,0.1887,0.3047,critical 2360,Tanzania,2024,rural,Administration,Executive,67.0,1040198,0.3861,638582,0.1697,108347,10,0.4724,0.766,1239.07,0.0534,0.334,0.3832,0.4075,low 2361,Senegal,2021,rural,Health,Senior,16.62,324220,0.3646,206007,0.1532,31568,12,0.5242,0.7734,302.81,0.0609,0.3289,0.3206,0.4081,low 2362,Senegal,2023,capital,Administration,Mid_Level,17.53,327944,0.2544,244501,0.2392,58481,13,0.5237,0.7602,300.36,0.0492,0.3689,0.3438,0.464,low 2363,Mozambique,2023,capital,Health,Junior,32.13,333445,0.4586,180524,0.1725,31144,6,0.575,0.6986,122.04,0.0535,0.2201,0.1713,0.3374,critical 2364,Uganda,2024,urban,Education,Senior,49.0,346276,0.4819,179398,0.2185,39200,7,0.5616,0.6806,360.84,0.0692,0.2987,0.3665,0.3703,low 2365,Ghana,2020,rural,Security,Junior,31.29,715909,0.4069,424625,0.1779,75531,10,0.4853,0.7881,179.07,0.0552,0.3534,0.321,0.4034,low 2366,Kenya,2025,rural,Security,Junior,56.15,1762184,0.2758,1276185,0.2065,263500,18,0.5112,0.8869,446.87,0.0801,0.4403,0.5866,0.5134,moderate 2367,South Africa,2021,urban,ICT,Junior,60.54,2808338,0.259,2081021,0.328,682530,24,0.5442,0.9105,549.07,0.07,0.4761,0.648,0.5762,moderate 2368,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3240047,0.267,2374923,0.3839,911685,19,0.5615,0.8071,389.41,0.0734,0.4762,0.7187,0.5673,moderate 2369,DRC,2019,rural,Health,Junior,89.7,510157,0.6,204062,0.1,20406,3,0.5221,0.6386,113.94,0.0554,0.2019,0.1747,0.2659,critical 2370,South Africa,2020,urban,Infrastructure,Director,60.06,3500452,0.2059,2779608,0.3184,885052,24,0.5629,0.8462,1381.24,0.0814,0.4172,0.5737,0.5641,moderate 2371,Rwanda,2018,capital,Health,Mid_Level,12.14,354080,0.119,311932,0.3086,96258,31,0.5594,0.8082,522.29,0.07,0.4455,0.5389,0.5946,moderate 2372,DRC,2025,rural,Infrastructure,Senior,108.36,668577,0.6,267430,0.1,26743,3,0.4963,0.683,137.85,0.0518,0.2019,0.1657,0.2717,critical 2373,Mozambique,2025,rural,Health,Mid_Level,33.89,367490,0.5547,163629,0.1002,16397,6,0.4822,0.6627,129.43,0.0673,0.2346,0.2353,0.2978,critical 2374,Kenya,2019,rural,Security,Junior,49.57,1955084,0.3089,1351172,0.2424,327573,12,0.4949,0.9211,644.67,0.0729,0.4573,0.6787,0.5151,moderate 2375,Senegal,2018,rural,ICT,Junior,15.34,362076,0.3272,243594,0.1678,40866,10,0.5483,0.7892,256.12,0.0702,0.3098,0.4732,0.4318,low 2376,South Africa,2022,urban,Health,Junior,61.02,3173831,0.3013,2217419,0.3732,827441,14,0.5273,0.8485,605.03,0.0888,0.4483,0.5331,0.5284,moderate 2377,DRC,2019,rural,Health,Junior,89.7,590082,0.6,236032,0.1,23603,4,0.4796,0.586,121.96,0.0649,0.2081,0.2325,0.267,critical 2378,DRC,2024,rural,Health,Junior,105.0,628943,0.6,251577,0.1,25157,3,0.4665,0.6863,127.8,0.0527,0.2121,0.2156,0.2782,critical 2379,Mozambique,2021,urban,Security,Mid_Level,30.47,260501,0.3861,159932,0.1447,23139,5,0.5922,0.6062,137.87,0.072,0.2003,0.2083,0.3339,critical 2380,South Africa,2018,urban,ICT,Executive,59.11,3049686,0.2894,2167120,0.3805,824480,17,0.623,0.7926,2574.66,0.0917,0.4916,0.6202,0.5453,moderate 2381,Mozambique,2025,capital,Infrastructure,Mid_Level,33.89,326843,0.3245,220782,0.1399,30892,7,0.5768,0.694,120.69,0.0639,0.2103,0.2142,0.3679,low 2382,Ethiopia,2024,urban,ICT,Director,126.0,1475390,0.5626,645309,0.1717,110781,3,0.4417,0.6769,351.06,0.054,0.2099,0.2031,0.3026,critical 2383,Kenya,2021,capital,Education,Senior,51.68,1577005,0.1888,1279275,0.3495,447136,22,0.674,0.9257,768.59,0.0653,0.4573,0.6436,0.5941,moderate 2384,Kenya,2018,capital,Education,Junior,48.55,1740538,0.2112,1372995,0.325,446265,12,0.5546,0.8259,620.33,0.0778,0.4638,0.7082,0.5495,moderate 2385,DRC,2021,rural,Health,Junior,95.53,495197,0.6,198078,0.1,19807,3,0.5257,0.6603,106.74,0.0711,0.2185,0.2341,0.2768,critical 2386,Kenya,2020,urban,Finance,Junior,50.61,1531113,0.1798,1255833,0.3421,429652,21,0.5148,0.7681,380.61,0.0844,0.4518,0.7183,0.5753,moderate 2387,Kenya,2018,rural,Administration,Junior,48.55,1886621,0.3151,1292090,0.2264,292540,15,0.5706,0.8178,629.96,0.0814,0.5339,0.6786,0.5092,moderate 2388,South Africa,2020,urban,Administration,Junior,60.06,3031409,0.3033,2111892,0.3293,695341,24,0.5385,0.8996,534.59,0.0678,0.4259,0.5976,0.5538,moderate 2389,South Africa,2023,urban,Education,Mid_Level,61.51,3702508,0.2177,2896464,0.3615,1047156,24,0.6033,0.9289,529.37,0.0855,0.5328,0.5719,0.5958,moderate 2390,Uganda,2022,rural,Health,Mid_Level,46.01,397955,0.4408,222539,0.1364,30346,5,0.4694,0.7519,179.42,0.0582,0.3002,0.4681,0.376,low 2391,Botswana,2025,capital,Health,Junior,2.64,101953,0.1838,83216,0.4121,34296,23,0.6545,0.9026,472.66,0.0835,0.4814,0.6822,0.6163,moderate 2392,Tanzania,2019,urban,Education,Junior,57.79,1013415,0.3239,685161,0.2089,143114,11,0.5117,0.8172,204.03,0.0557,0.3147,0.3581,0.4386,low 2393,DRC,2019,rural,Education,Junior,89.7,500484,0.6,200193,0.1,20019,3,0.4449,0.6798,134.7,0.0591,0.2117,0.1792,0.2736,critical 2394,Nigeria,2021,rural,Justice,Junior,213.58,4500748,0.4476,2486360,0.1801,447700,11,0.5849,0.6997,223.32,0.0544,0.3444,0.3944,0.3895,low 2395,Nigeria,2023,rural,Agriculture,Mid_Level,224.39,4182036,0.4007,2506278,0.1536,385078,11,0.4783,0.7224,217.04,0.0622,0.3945,0.4606,0.4096,low 2396,South Africa,2018,urban,Health,Senior,59.11,3014858,0.2272,2329746,0.3448,803406,19,0.6526,0.7706,952.49,0.0715,0.4378,0.7129,0.5576,moderate 2397,Mozambique,2022,remote,Infrastructure,Mid_Level,31.29,285296,0.6,114118,0.1,11411,6,0.5696,0.5982,146.38,0.06,0.229,0.217,0.2743,critical 2398,Botswana,2021,rural,Security,Junior,2.49,118912,0.2529,88840,0.2962,26312,26,0.5443,0.7687,408.9,0.0877,0.5446,0.7021,0.5658,moderate 2399,Ethiopia,2024,rural,Infrastructure,Executive,126.0,1321755,0.6,528702,0.1045,55271,3,0.5282,0.6192,469.33,0.0513,0.2031,0.176,0.2644,critical 2400,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1071647,0.3201,728598,0.1864,135776,8,0.5395,0.792,309.79,0.0529,0.3672,0.3952,0.4316,low 2401,Botswana,2024,remote,Infrastructure,Junior,2.6,127477,0.3184,86892,0.2247,19526,23,0.6696,0.768,571.69,0.0751,0.5148,0.765,0.5273,moderate 2402,Tanzania,2023,rural,Health,Junior,65.05,1196665,0.385,735939,0.1385,101933,10,0.5722,0.6887,182.3,0.0571,0.364,0.463,0.3994,low 2403,Uganda,2021,capital,Social_Services,Junior,44.58,371354,0.3475,242294,0.2358,57133,8,0.4522,0.7309,202.05,0.0548,0.3394,0.4066,0.4263,low 2404,Rwanda,2024,capital,Finance,Senior,14.0,411454,0.1451,351747,0.3823,134468,28,0.6138,0.9294,541.3,0.0657,0.4793,0.561,0.6227,moderate 2405,South Africa,2019,capital,Security,Junior,59.58,3474219,0.2052,2761187,0.392,1082375,16,0.4819,0.8821,393.66,0.0862,0.518,0.6937,0.5902,moderate 2406,Ghana,2022,remote,Health,Director,32.62,709222,0.4492,390669,0.1657,64720,10,0.5947,0.764,760.44,0.0492,0.3559,0.3502,0.3893,low 2407,Senegal,2018,rural,Justice,Mid_Level,15.34,360480,0.3629,229671,0.1776,40781,9,0.5796,0.775,205.0,0.0584,0.3166,0.4446,0.4185,low 2408,Uganda,2019,rural,Security,Executive,41.86,328162,0.6,131264,0.1469,19283,5,0.503,0.7341,771.78,0.0585,0.3097,0.4537,0.3357,critical 2409,Mozambique,2020,capital,Agriculture,Senior,29.66,335346,0.4446,186263,0.1685,31390,5,0.5208,0.6333,225.6,0.0502,0.2134,0.1798,0.3278,critical 2410,Ethiopia,2024,urban,Social_Services,Director,126.0,1363204,0.5206,653583,0.1471,96121,4,0.4811,0.6652,271.77,0.0658,0.2275,0.1916,0.3083,critical 2411,South Africa,2018,capital,Education,Director,59.11,3032800,0.2503,2273768,0.4275,971924,18,0.5825,0.9099,1336.1,0.0676,0.5296,0.7551,0.6042,moderate 2412,Botswana,2024,rural,Justice,Mid_Level,2.6,108148,0.2934,76416,0.2389,18253,26,0.5785,0.8795,591.53,0.0896,0.4402,0.6788,0.5452,moderate 2413,Tanzania,2019,capital,Infrastructure,Executive,57.79,1190629,0.2718,867074,0.2544,220587,7,0.4843,0.781,1171.6,0.0658,0.3085,0.377,0.4489,low 2414,DRC,2018,rural,Education,Junior,86.92,533851,0.5762,226267,0.1,22626,4,0.4829,0.6592,154.36,0.0508,0.1954,0.2147,0.2808,critical 2415,Ghana,2022,remote,Health,Senior,32.62,812591,0.4008,486870,0.1471,71642,11,0.4917,0.7079,327.33,0.0613,0.3062,0.3342,0.3843,low 2416,Ghana,2020,rural,ICT,Junior,31.29,893035,0.3868,547618,0.2196,120244,12,0.5419,0.7928,257.67,0.0695,0.3913,0.4049,0.4367,low 2417,Ethiopia,2022,rural,Security,Mid_Level,119.93,1504160,0.5197,722429,0.1276,92164,4,0.4767,0.6124,88.99,0.059,0.1811,0.1729,0.2892,critical 2418,Ethiopia,2018,capital,ICT,Mid_Level,108.65,1134488,0.4308,645777,0.1731,111771,5,0.4944,0.6704,94.27,0.0533,0.2412,0.1932,0.3421,critical 2419,Senegal,2019,capital,Security,Junior,15.76,331427,0.2012,264752,0.2469,65357,10,0.4768,0.7435,179.89,0.0713,0.361,0.332,0.4672,low 2420,South Africa,2019,rural,Security,Junior,59.58,2824622,0.3469,1844718,0.2351,433685,15,0.5341,0.8927,456.24,0.0653,0.4342,0.675,0.5044,moderate 2421,Nigeria,2022,rural,Agriculture,Mid_Level,218.92,4345666,0.5331,2029092,0.1863,377937,9,0.5607,0.6781,178.14,0.0556,0.3768,0.4681,0.372,low 2422,Rwanda,2023,rural,Health,Director,13.67,359312,0.2546,267826,0.2099,56221,18,0.5829,0.7843,896.61,0.0854,0.525,0.5962,0.5136,moderate 2423,DRC,2022,rural,Health,Junior,98.59,615842,0.6,246336,0.1,24633,4,0.5163,0.6769,140.81,0.0607,0.1823,0.23,0.2778,critical 2424,Botswana,2022,urban,Infrastructure,Junior,2.52,113096,0.1918,91406,0.3567,32605,17,0.6127,0.8426,560.2,0.0655,0.4906,0.5392,0.5631,moderate 2425,Senegal,2023,rural,Finance,Executive,17.53,365463,0.314,250705,0.192,48127,11,0.5699,0.8214,1117.41,0.0516,0.3195,0.4592,0.4481,low 2426,Mozambique,2018,rural,Administration,Senior,28.12,248821,0.6,99528,0.1,9952,7,0.5395,0.6563,126.94,0.054,0.2045,0.2179,0.2832,critical 2427,Tanzania,2022,remote,Health,Junior,63.15,1170051,0.5264,554096,0.1177,65208,8,0.4636,0.7794,310.56,0.0674,0.3711,0.4215,0.364,low 2428,Ghana,2024,rural,Health,Junior,34.0,943853,0.4105,556389,0.2083,115921,11,0.5926,0.7097,208.61,0.0609,0.3575,0.3762,0.4068,low 2429,Ethiopia,2022,rural,Education,Junior,119.93,1525422,0.6,610168,0.1249,76220,3,0.5227,0.689,101.09,0.0634,0.2054,0.213,0.2839,critical 2430,Botswana,2018,urban,Education,Junior,2.38,94627,0.1842,77195,0.3742,28886,16,0.5303,0.7951,641.65,0.0682,0.5087,0.6245,0.5701,moderate 2431,Kenya,2020,rural,Security,Mid_Level,50.61,1555501,0.244,1176007,0.209,245762,16,0.6353,0.8336,448.41,0.0663,0.4731,0.5336,0.507,moderate 2432,Kenya,2020,remote,Infrastructure,Junior,50.61,1664744,0.3471,1086913,0.1438,156267,21,0.5977,0.8487,564.87,0.0704,0.4197,0.68,0.4889,low 2433,Botswana,2019,capital,Administration,Senior,2.41,96036,0.1946,77344,0.3509,27139,26,0.5885,0.8531,825.75,0.0672,0.5499,0.5573,0.5928,moderate 2434,Nigeria,2025,capital,Health,Junior,235.75,4570416,0.3109,3149455,0.2615,823442,11,0.5486,0.7515,223.92,0.0636,0.3929,0.3768,0.4548,low 2435,Ethiopia,2020,urban,Education,Mid_Level,114.15,1207712,0.5358,560648,0.1373,76956,4,0.4492,0.6346,138.55,0.0698,0.2059,0.1788,0.294,critical 2436,DRC,2023,rural,Security,Junior,101.74,622423,0.5938,252799,0.1,25279,5,0.4485,0.6242,100.32,0.0511,0.2367,0.1701,0.2734,critical 2437,Ghana,2021,rural,Health,Junior,31.94,760742,0.3092,525488,0.1773,93190,13,0.4975,0.7708,312.33,0.0535,0.3198,0.3218,0.4293,low 2438,Ethiopia,2018,urban,Infrastructure,Junior,108.65,1234556,0.4045,735155,0.1624,119369,4,0.5523,0.6565,111.17,0.063,0.179,0.2152,0.3374,critical 2439,DRC,2020,rural,Infrastructure,Mid_Level,92.57,589143,0.6,235657,0.1,23565,2,0.4675,0.6096,127.11,0.0625,0.2308,0.2017,0.2647,critical 2440,Nigeria,2023,remote,Health,Mid_Level,224.39,4256148,0.5126,2074598,0.1435,297706,8,0.5982,0.7986,306.79,0.0621,0.3589,0.3844,0.3718,low 2441,Ghana,2021,remote,Education,Mid_Level,31.94,917551,0.4238,528714,0.1612,85242,10,0.4631,0.764,246.9,0.0669,0.2979,0.3313,0.3869,low 2442,Tanzania,2024,urban,Infrastructure,Junior,67.0,1360098,0.3462,889186,0.2167,192668,7,0.6045,0.8089,253.21,0.063,0.3437,0.353,0.4261,low 2443,Mozambique,2023,rural,Infrastructure,Senior,32.13,316681,0.6,126672,0.1,12667,7,0.4813,0.6058,191.17,0.0502,0.1891,0.2183,0.2741,critical 2444,Uganda,2020,rural,Health,Junior,43.2,333805,0.5358,154963,0.1362,21111,6,0.497,0.6773,267.49,0.0594,0.3367,0.3538,0.3358,critical 2445,Rwanda,2025,capital,Administration,Junior,14.34,490905,0.1394,422481,0.3563,150514,21,0.6609,0.813,569.06,0.0647,0.4986,0.7128,0.5998,moderate 2446,Rwanda,2021,urban,Justice,Mid_Level,13.04,358074,0.1553,302461,0.3458,104588,21,0.6071,0.7902,629.09,0.0833,0.4853,0.731,0.5903,moderate 2447,Rwanda,2024,capital,Education,Mid_Level,14.0,399908,0.1335,346529,0.3372,116834,19,0.5102,0.8093,371.02,0.0803,0.439,0.5376,0.5675,moderate 2448,Ghana,2024,rural,Administration,Executive,34.0,873850,0.4026,522019,0.176,91865,13,0.5602,0.7765,762.83,0.0705,0.3413,0.4441,0.4209,low 2449,Senegal,2025,remote,Education,Junior,18.49,424828,0.4112,250155,0.1308,32716,12,0.6153,0.7214,194.25,0.0642,0.3594,0.4649,0.4005,low 2450,Rwanda,2023,urban,Security,Senior,13.67,391388,0.1305,340313,0.3357,114228,17,0.6425,0.7936,693.42,0.0943,0.4282,0.5211,0.5578,moderate 2451,Senegal,2018,remote,ICT,Junior,15.34,362091,0.4432,201604,0.1183,23842,9,0.5985,0.6999,253.13,0.0539,0.356,0.3514,0.367,low 2452,Kenya,2019,capital,ICT,Junior,49.57,1691089,0.1741,1396730,0.3162,441653,20,0.5518,0.8713,512.9,0.0916,0.537,0.5767,0.5776,moderate 2453,Rwanda,2024,rural,Administration,Director,14.0,449858,0.2117,354634,0.2206,78229,30,0.6973,0.7816,1290.74,0.0681,0.4535,0.6196,0.5518,moderate 2454,Rwanda,2020,rural,Health,Mid_Level,12.73,391317,0.2408,297082,0.2067,61419,22,0.6228,0.886,484.89,0.0788,0.5583,0.6048,0.5457,moderate 2455,Mozambique,2019,remote,Social_Services,Junior,28.88,319800,0.6,127920,0.1,12792,6,0.5213,0.7056,142.27,0.0511,0.223,0.2232,0.2905,critical 2456,Botswana,2022,capital,Education,Executive,2.52,111413,0.1693,92554,0.4151,38416,17,0.4967,0.7987,1478.39,0.0928,0.4383,0.5789,0.5755,moderate 2457,Senegal,2022,remote,Health,Junior,17.07,399933,0.4081,236717,0.1382,32716,7,0.5861,0.7618,300.16,0.0711,0.3744,0.325,0.3842,low 2458,DRC,2023,rural,Health,Junior,101.74,549816,0.6,219926,0.1,21992,4,0.5568,0.6632,145.58,0.0535,0.1943,0.2073,0.2746,critical 2459,Uganda,2024,rural,ICT,Senior,49.0,360570,0.4818,186839,0.1377,25730,8,0.5341,0.6851,370.93,0.0676,0.3227,0.4216,0.3612,low 2460,Nigeria,2020,rural,Security,Junior,208.37,4466857,0.4818,2314844,0.1586,367048,12,0.5941,0.7532,187.4,0.0586,0.3321,0.362,0.3816,low 2461,Tanzania,2023,remote,Health,Mid_Level,65.05,1213627,0.5281,572744,0.1298,74329,8,0.5447,0.7165,217.63,0.0603,0.2983,0.3597,0.3437,critical 2462,Tanzania,2019,capital,Education,Junior,57.79,932412,0.2818,669643,0.2459,164650,11,0.6126,0.8061,278.64,0.0544,0.3162,0.4719,0.4682,low 2463,Ghana,2025,urban,Infrastructure,Junior,34.71,776357,0.275,562884,0.2438,137215,12,0.5965,0.7951,304.25,0.0537,0.3428,0.4203,0.4678,low 2464,Rwanda,2022,remote,Education,Junior,13.35,387068,0.2719,281806,0.1704,48028,22,0.5452,0.8377,556.76,0.0688,0.5437,0.6867,0.5283,moderate 2465,Mozambique,2018,capital,Health,Junior,28.12,293360,0.4517,160844,0.1346,21644,5,0.5771,0.6507,114.75,0.0594,0.1849,0.1776,0.3171,critical 2466,DRC,2025,rural,Education,Director,108.36,630166,0.6,252066,0.1,25206,4,0.5551,0.5879,260.97,0.0707,0.1883,0.2299,0.265,critical 2467,Botswana,2024,urban,Administration,Director,2.6,129877,0.182,106238,0.3793,40291,19,0.5121,0.9184,1610.87,0.0659,0.5176,0.7668,0.613,moderate 2468,Ghana,2022,capital,Health,Mid_Level,32.62,923012,0.2188,721083,0.2808,202479,14,0.6063,0.8165,300.8,0.0623,0.3961,0.4183,0.5044,moderate 2469,South Africa,2022,capital,Finance,Junior,61.02,3620940,0.1834,2957022,0.3561,1053036,25,0.6531,0.8938,563.86,0.0656,0.4589,0.7276,0.6084,moderate 2470,Mozambique,2025,urban,Education,Junior,33.89,343796,0.396,207663,0.1187,24649,5,0.5284,0.6675,108.69,0.0555,0.1964,0.2099,0.3339,critical 2471,Uganda,2020,remote,Education,Senior,43.2,326904,0.6,130761,0.1113,14549,6,0.5051,0.6941,377.4,0.0698,0.3601,0.4323,0.3262,critical 2472,Senegal,2020,urban,Justice,Junior,16.18,315571,0.2162,247339,0.2269,56132,14,0.4991,0.6908,195.65,0.0529,0.3362,0.3515,0.4601,low 2473,Rwanda,2018,capital,Justice,Mid_Level,12.14,391163,0.1254,342119,0.3322,113644,32,0.5499,0.8396,438.73,0.0642,0.4977,0.663,0.6237,moderate 2474,Kenya,2020,urban,Education,Mid_Level,50.61,1956410,0.2198,1526328,0.2877,439116,14,0.5936,0.8032,622.28,0.0907,0.4536,0.7284,0.5406,moderate 2475,DRC,2019,capital,ICT,Senior,89.7,536425,0.5459,243592,0.11,26786,4,0.5866,0.6914,172.62,0.0563,0.2347,0.1833,0.2965,critical 2476,DRC,2025,urban,Health,Junior,108.36,653960,0.4603,352929,0.1113,39295,4,0.4531,0.6649,113.07,0.0635,0.2093,0.2301,0.3164,critical 2477,Nigeria,2021,urban,Health,Mid_Level,213.58,3777847,0.3487,2460426,0.226,555978,11,0.5307,0.7696,183.85,0.065,0.398,0.3916,0.4412,low 2478,Nigeria,2018,rural,Health,Mid_Level,198.33,3410201,0.4397,1910714,0.1869,357062,7,0.5277,0.7131,214.15,0.0634,0.3761,0.4597,0.3948,low 2479,Mozambique,2020,capital,Finance,Mid_Level,29.66,317962,0.4233,183358,0.1677,30747,4,0.5905,0.7107,86.56,0.0555,0.2267,0.1983,0.3452,critical 2480,South Africa,2018,urban,Agriculture,Senior,59.11,3442019,0.3023,2401522,0.3432,824121,23,0.5211,0.8531,937.46,0.0908,0.5129,0.5588,0.5529,moderate 2481,Ghana,2019,rural,Education,Junior,30.64,846003,0.2909,599860,0.1897,113781,10,0.4634,0.7075,202.64,0.0601,0.3432,0.3955,0.4297,low 2482,Ethiopia,2025,rural,Security,Mid_Level,129.15,1557645,0.5808,652959,0.1255,81976,4,0.527,0.6577,143.59,0.0608,0.2073,0.1968,0.2852,critical 2483,Uganda,2024,urban,Administration,Senior,49.0,349469,0.3754,218280,0.2159,47132,6,0.4953,0.7076,274.74,0.0595,0.3768,0.4256,0.4115,low 2484,Kenya,2018,urban,Education,Mid_Level,48.55,1650975,0.2414,1252391,0.3383,423744,19,0.5787,0.8655,482.64,0.0894,0.55,0.7798,0.5845,moderate 2485,Ethiopia,2022,rural,Education,Junior,119.93,1526889,0.6,610755,0.1241,75784,6,0.5086,0.6778,129.97,0.061,0.1881,0.206,0.2871,critical 2486,Senegal,2020,rural,Administration,Mid_Level,16.18,330289,0.3195,224762,0.1827,41061,12,0.4901,0.7538,304.02,0.0487,0.3739,0.4609,0.4424,low 2487,Mozambique,2024,remote,Justice,Mid_Level,33.0,327716,0.5852,135946,0.1,13594,6,0.4887,0.6249,142.11,0.0507,0.1964,0.2148,0.2786,critical 2488,Rwanda,2018,urban,Health,Senior,12.14,379000,0.169,314936,0.2964,93334,28,0.5756,0.862,566.41,0.0671,0.445,0.5762,0.5833,moderate 2489,DRC,2019,capital,Administration,Mid_Level,89.7,557924,0.4393,312849,0.1092,34162,5,0.4504,0.6919,131.89,0.0578,0.2255,0.2212,0.3284,critical 2490,Nigeria,2025,urban,Education,Mid_Level,235.75,4148231,0.3208,2817516,0.2386,672395,8,0.5903,0.8214,186.39,0.0529,0.3472,0.3261,0.44,low 2491,Ethiopia,2018,remote,Health,Junior,108.65,1273922,0.6,509568,0.1,50956,5,0.5036,0.6112,148.25,0.0643,0.2115,0.1914,0.2695,critical 2492,Senegal,2022,capital,Finance,Mid_Level,17.07,365467,0.232,280685,0.2881,80851,12,0.5594,0.7027,280.08,0.0677,0.3074,0.4634,0.4765,low 2493,South Africa,2025,rural,Health,Mid_Level,62.5,3169265,0.3151,2170506,0.217,470955,22,0.5998,0.8416,466.61,0.0772,0.4831,0.6441,0.5194,moderate 2494,Senegal,2018,urban,Health,Senior,15.34,339750,0.2721,247299,0.2412,59642,8,0.5,0.7101,361.48,0.0669,0.3097,0.384,0.4382,low 2495,South Africa,2018,urban,Agriculture,Junior,59.11,2725335,0.2802,1961831,0.3369,660910,18,0.604,0.7794,607.91,0.0888,0.4738,0.6419,0.5377,moderate 2496,Tanzania,2021,rural,Health,Mid_Level,61.31,1038284,0.4403,581148,0.1796,104352,7,0.5194,0.7571,257.66,0.0518,0.3587,0.4358,0.3953,low 2497,Tanzania,2025,rural,Agriculture,Junior,69.01,1092343,0.4173,636531,0.1627,103556,10,0.5313,0.7008,208.71,0.0594,0.3303,0.3488,0.3844,low 2498,Nigeria,2018,urban,Education,Director,198.33,4390685,0.2948,3096436,0.2486,769642,9,0.6045,0.7662,514.0,0.0527,0.3991,0.4669,0.4625,low 2499,South Africa,2021,urban,Infrastructure,Senior,60.54,3183823,0.2178,2490444,0.3282,817449,20,0.5541,0.9033,951.56,0.0717,0.5472,0.7061,0.5884,moderate 2500,Senegal,2022,capital,Finance,Executive,17.07,392161,0.2239,304347,0.2314,70411,9,0.5341,0.7712,1214.27,0.059,0.3263,0.365,0.4592,low 2501,DRC,2019,capital,Education,Senior,89.7,524186,0.549,236388,0.143,33798,2,0.5401,0.5961,133.75,0.0546,0.1849,0.213,0.2827,critical 2502,Tanzania,2023,rural,Agriculture,Senior,65.05,1266620,0.4546,690753,0.1659,114587,8,0.5359,0.7486,286.77,0.0675,0.3933,0.4775,0.3972,low 2503,Botswana,2019,capital,Health,Senior,2.41,112898,0.1852,91988,0.4522,41598,18,0.5487,0.8997,641.73,0.0802,0.4817,0.6748,0.6124,moderate 2504,DRC,2025,capital,Infrastructure,Director,108.36,620488,0.5262,293990,0.1422,41813,3,0.4477,0.5948,223.14,0.0564,0.1865,0.1924,0.2886,critical 2505,Uganda,2024,urban,Finance,Junior,49.0,415318,0.3755,259381,0.1714,44466,9,0.5794,0.7728,283.45,0.0582,0.3288,0.4,0.4103,low 2506,Mozambique,2024,remote,Agriculture,Junior,33.0,351602,0.6,140640,0.1,14064,5,0.4629,0.6373,138.92,0.0555,0.2184,0.1862,0.2736,critical 2507,Senegal,2019,rural,Agriculture,Senior,15.76,365219,0.3651,231874,0.1607,37250,11,0.5224,0.787,393.02,0.0493,0.3535,0.4391,0.4237,low 2508,Kenya,2020,rural,Social_Services,Junior,50.61,1812909,0.3119,1247533,0.1989,248128,15,0.5812,0.8645,588.02,0.0841,0.5011,0.6375,0.5028,moderate 2509,Tanzania,2018,rural,Health,Executive,56.11,882290,0.3288,592198,0.1703,100860,6,0.5091,0.8141,1172.73,0.0536,0.3239,0.4148,0.4214,low 2510,Ethiopia,2021,capital,Health,Senior,117.0,1338666,0.4702,709179,0.1524,108055,5,0.5208,0.6274,191.73,0.051,0.2325,0.2195,0.3223,critical 2511,DRC,2020,rural,Administration,Junior,92.57,532649,0.6,213059,0.1,21305,4,0.472,0.6753,115.53,0.0485,0.2336,0.2037,0.28,critical 2512,Rwanda,2020,rural,Infrastructure,Junior,12.73,399206,0.2566,296782,0.2156,63981,30,0.6425,0.7782,568.99,0.0781,0.5332,0.6853,0.5533,moderate 2513,Rwanda,2018,capital,Education,Mid_Level,12.14,411518,0.1625,344627,0.3847,132585,25,0.5267,0.8918,375.96,0.0669,0.454,0.7599,0.6232,moderate 2514,Mozambique,2023,capital,Administration,Senior,32.13,331315,0.3267,223073,0.143,31908,5,0.5418,0.6614,155.94,0.0555,0.2112,0.2276,0.3597,low 2515,Ghana,2019,rural,ICT,Mid_Level,30.64,752679,0.3934,456604,0.2172,99178,14,0.4747,0.6947,191.07,0.0488,0.3725,0.3628,0.4187,low 2516,Tanzania,2023,rural,Infrastructure,Junior,65.05,1102485,0.3211,748482,0.1761,131798,7,0.4638,0.6754,266.73,0.0629,0.402,0.3662,0.4094,low 2517,Ethiopia,2018,rural,Education,Junior,108.65,1463273,0.6,585309,0.1087,63594,6,0.4871,0.5878,100.62,0.0491,0.2042,0.2265,0.2734,critical 2518,Rwanda,2025,rural,Administration,Junior,14.34,404624,0.1861,329313,0.2353,77474,22,0.5188,0.9234,387.11,0.0877,0.4265,0.6571,0.5642,moderate 2519,Ethiopia,2023,urban,Health,Mid_Level,122.93,1520662,0.437,856186,0.1483,126955,3,0.4806,0.6997,96.33,0.0592,0.2211,0.2242,0.3348,critical 2520,Kenya,2018,urban,Security,Junior,48.55,1460152,0.2304,1123742,0.3025,339889,12,0.5608,0.8291,374.06,0.0732,0.4645,0.6695,0.5358,moderate 2521,Kenya,2021,capital,Security,Mid_Level,51.68,1812608,0.1486,1543324,0.296,456831,22,0.5332,0.8173,556.25,0.0893,0.5504,0.6227,0.5818,moderate 2522,Kenya,2025,capital,Social_Services,Junior,56.15,2223145,0.2066,1763882,0.3624,639295,18,0.523,0.8435,360.44,0.0867,0.4335,0.5872,0.5626,moderate 2523,South Africa,2019,rural,Finance,Mid_Level,59.58,2881631,0.3193,1961511,0.2529,496065,16,0.5961,0.8414,645.1,0.0719,0.4747,0.7604,0.5231,moderate 2524,South Africa,2025,urban,Health,Junior,62.5,3399067,0.2313,2612917,0.3144,821483,20,0.5236,0.9137,372.27,0.0956,0.4956,0.7757,0.585,moderate 2525,Senegal,2024,capital,Education,Junior,18.0,423215,0.1874,343916,0.2861,98395,13,0.5374,0.7742,309.28,0.0661,0.3112,0.3668,0.4911,low 2526,Botswana,2022,capital,Infrastructure,Director,2.52,111971,0.152,94953,0.3605,34225,27,0.5587,0.7979,1288.35,0.0788,0.4732,0.6704,0.6037,moderate 2527,Uganda,2022,capital,Finance,Mid_Level,46.01,355001,0.4317,201760,0.1933,39006,7,0.5556,0.7572,180.86,0.0603,0.399,0.3851,0.3999,low 2528,Ethiopia,2018,capital,Finance,Junior,108.65,1434706,0.496,723121,0.1902,137539,4,0.509,0.626,93.29,0.0614,0.1902,0.1648,0.3129,critical 2529,Rwanda,2024,rural,Administration,Junior,14.0,466710,0.2072,369995,0.2051,75869,24,0.6056,0.8385,585.63,0.0753,0.5519,0.5393,0.5443,moderate 2530,Ethiopia,2023,remote,Infrastructure,Senior,122.93,1560014,0.6,624005,0.1,62400,5,0.442,0.6382,130.19,0.055,0.2407,0.2352,0.2808,critical 2531,Botswana,2023,urban,Education,Junior,2.56,109678,0.2105,86590,0.3717,32189,22,0.5159,0.9212,434.92,0.0763,0.4651,0.6055,0.5906,moderate 2532,Tanzania,2022,rural,Agriculture,Junior,63.15,1296897,0.4299,739366,0.1748,129243,7,0.5964,0.7833,250.11,0.0486,0.3241,0.4542,0.399,low 2533,Ghana,2021,rural,Security,Senior,31.94,770435,0.419,447610,0.1838,82262,15,0.5474,0.7101,339.78,0.0672,0.3621,0.3419,0.4056,low 2534,Tanzania,2018,rural,Education,Junior,56.11,1085605,0.3679,686201,0.1365,93661,8,0.543,0.7652,183.78,0.0589,0.3353,0.3918,0.3996,low 2535,Tanzania,2018,urban,Security,Junior,56.11,1149150,0.3557,740424,0.2066,152951,9,0.5578,0.7001,233.23,0.0715,0.3109,0.412,0.4125,low 2536,Tanzania,2022,capital,Infrastructure,Director,63.15,1005697,0.2312,773142,0.218,168511,10,0.5525,0.7505,734.52,0.0715,0.3181,0.4499,0.4611,low 2537,Mozambique,2020,capital,Education,Junior,29.66,332164,0.3807,205714,0.1564,32170,4,0.4485,0.707,144.36,0.0598,0.1911,0.1632,0.3454,critical 2538,Botswana,2025,capital,Education,Mid_Level,2.64,134355,0.1423,115240,0.4363,50282,20,0.6113,0.7814,609.45,0.0866,0.557,0.6506,0.6115,moderate 2539,Nigeria,2025,urban,Infrastructure,Junior,235.75,5159392,0.3256,3479249,0.2379,827823,10,0.5845,0.7613,267.99,0.0605,0.362,0.3911,0.4426,low 2540,Kenya,2024,rural,Infrastructure,Junior,55.0,1851945,0.3067,1283928,0.252,323556,15,0.6341,0.812,625.66,0.0939,0.4907,0.7671,0.5214,moderate 2541,Botswana,2022,urban,Social_Services,Junior,2.52,103913,0.1673,86526,0.3831,33151,25,0.6607,0.918,612.51,0.0858,0.551,0.5916,0.6184,moderate 2542,Senegal,2023,capital,Health,Junior,17.53,339628,0.2562,252603,0.2661,67212,13,0.5481,0.78,223.26,0.0708,0.3012,0.4316,0.4752,low 2543,Ethiopia,2025,rural,Social_Services,Junior,129.15,1527412,0.5383,705179,0.1078,76051,3,0.5548,0.7089,134.46,0.0674,0.2108,0.1753,0.2948,critical 2544,South Africa,2023,capital,Finance,Director,61.51,3135656,0.2088,2480960,0.3249,806049,22,0.5378,0.8737,1149.95,0.0892,0.5473,0.5813,0.5779,moderate 2545,Tanzania,2024,capital,Health,Junior,67.0,1142507,0.3154,782110,0.2566,200727,11,0.4846,0.7821,265.64,0.0504,0.3808,0.4566,0.4639,low 2546,DRC,2025,remote,Health,Senior,108.36,737026,0.6,294810,0.1,29481,3,0.449,0.5856,225.37,0.0713,0.2364,0.1803,0.262,critical 2547,Senegal,2022,urban,Infrastructure,Junior,17.07,425144,0.2713,309813,0.272,84281,7,0.5141,0.7647,273.81,0.0695,0.315,0.3344,0.4473,low 2548,DRC,2025,rural,Infrastructure,Senior,108.36,698884,0.6,279553,0.1,27955,4,0.5083,0.6644,188.17,0.0486,0.2002,0.1966,0.2743,critical 2549,Kenya,2022,capital,Administration,Junior,52.76,1840767,0.1918,1487729,0.3581,532731,16,0.5012,0.8002,399.52,0.0718,0.5052,0.6593,0.5681,moderate 2550,Rwanda,2019,rural,Health,Director,12.43,380442,0.2238,295294,0.2201,64992,25,0.5867,0.9266,932.17,0.0787,0.5329,0.6616,0.57,moderate 2551,Mozambique,2022,remote,Education,Junior,31.29,352831,0.5855,146240,0.1,14624,4,0.4418,0.6311,146.21,0.0489,0.195,0.1823,0.271,critical 2552,Rwanda,2018,capital,Administration,Mid_Level,12.14,343651,0.1289,299345,0.3044,91126,22,0.5529,0.9209,416.15,0.077,0.5168,0.6035,0.599,moderate 2553,Nigeria,2024,rural,Health,Senior,230.0,4412182,0.3773,2747668,0.178,489075,11,0.474,0.7281,463.98,0.0641,0.3536,0.4007,0.4123,low 2554,DRC,2022,rural,Health,Junior,98.59,596265,0.6,238506,0.1,23850,4,0.5294,0.6328,144.1,0.07,0.2318,0.2298,0.2761,critical 2555,South Africa,2025,capital,Infrastructure,Mid_Level,62.5,3297804,0.2598,2441093,0.3582,874300,15,0.5221,0.7893,471.44,0.0677,0.4294,0.6373,0.5372,moderate 2556,South Africa,2022,urban,Health,Executive,61.02,2867061,0.273,2084457,0.3869,806474,24,0.5982,0.8122,2393.44,0.0836,0.5328,0.624,0.576,moderate 2557,Tanzania,2025,remote,Security,Director,69.01,1224850,0.4345,692648,0.1231,85265,9,0.5346,0.7141,671.63,0.0523,0.3766,0.4651,0.3859,low 2558,Botswana,2019,rural,Education,Mid_Level,2.41,122592,0.2099,96855,0.2357,22830,28,0.5494,0.8231,487.7,0.0642,0.4441,0.7354,0.5679,moderate 2559,DRC,2022,urban,Security,Junior,98.59,580628,0.6,232251,0.125,29032,4,0.5201,0.6948,127.26,0.0561,0.2048,0.1747,0.2834,critical 2560,Ethiopia,2025,rural,Education,Junior,129.15,1739027,0.5948,704654,0.1206,84991,6,0.5884,0.6335,139.1,0.0558,0.238,0.1609,0.2814,critical 2561,Nigeria,2022,urban,Administration,Junior,218.92,3836247,0.3843,2362094,0.2206,521106,8,0.469,0.813,269.94,0.0646,0.3918,0.455,0.4357,low 2562,Botswana,2021,capital,Security,Mid_Level,2.49,96686,0.1948,77847,0.3833,29836,21,0.5864,0.92,401.15,0.0758,0.4902,0.7779,0.6144,moderate 2563,DRC,2021,urban,Administration,Mid_Level,95.53,515342,0.47,273145,0.1205,32915,3,0.4366,0.6433,151.66,0.0659,0.2137,0.1756,0.3056,critical 2564,Senegal,2020,remote,Security,Junior,16.18,381385,0.3388,252171,0.1292,32575,9,0.5997,0.7853,249.62,0.0578,0.3877,0.3513,0.4118,low 2565,Botswana,2018,rural,Social_Services,Junior,2.38,97219,0.2743,70551,0.24,16935,24,0.632,0.8707,478.08,0.0901,0.5532,0.7035,0.5577,moderate 2566,Botswana,2021,remote,Finance,Junior,2.49,101234,0.2958,71284,0.1817,12952,26,0.516,0.834,613.46,0.0678,0.5012,0.7628,0.538,moderate 2567,Ethiopia,2018,urban,Health,Mid_Level,108.65,1271523,0.557,563229,0.1628,91714,5,0.584,0.6019,140.41,0.0655,0.2209,0.211,0.2974,critical 2568,Ghana,2018,rural,Security,Senior,30.01,835010,0.3661,529305,0.2229,117963,9,0.4562,0.7245,311.22,0.0613,0.3269,0.4301,0.4211,low 2569,Senegal,2025,rural,Finance,Executive,18.49,439778,0.3643,279571,0.1633,45661,12,0.4774,0.7103,709.86,0.0649,0.2997,0.3919,0.4055,low 2570,DRC,2023,urban,Education,Senior,101.74,683979,0.6,273591,0.1242,33969,3,0.4467,0.6485,225.83,0.0534,0.1917,0.2224,0.2772,critical 2571,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,451043,0.1535,381827,0.318,121411,18,0.5493,0.7956,359.85,0.0722,0.4886,0.5843,0.5628,moderate 2572,South Africa,2018,urban,Health,Junior,59.11,3565065,0.254,2659420,0.3779,1005066,16,0.5575,0.7803,473.54,0.0904,0.5477,0.6549,0.5583,moderate 2573,Botswana,2020,rural,Security,Mid_Level,2.45,109420,0.2513,81921,0.2558,20958,22,0.5099,0.8619,498.86,0.0775,0.4641,0.6817,0.55,moderate 2574,Nigeria,2021,capital,Education,Junior,213.58,4116716,0.3039,2865482,0.2438,698495,9,0.5008,0.7323,185.4,0.0719,0.3558,0.4218,0.4451,low 2575,South Africa,2019,remote,Agriculture,Junior,59.58,3359633,0.394,2035790,0.2136,434934,16,0.6204,0.9293,497.52,0.0921,0.427,0.6814,0.4951,low 2576,Ethiopia,2020,urban,Finance,Mid_Level,114.15,1417471,0.4306,807117,0.1486,119968,4,0.5365,0.5983,114.5,0.0715,0.2408,0.2014,0.3235,critical 2577,South Africa,2019,urban,Infrastructure,Junior,59.58,3620974,0.2388,2756403,0.336,926234,20,0.6462,0.9009,411.67,0.0869,0.5451,0.7057,0.5845,moderate 2578,South Africa,2019,urban,Social_Services,Junior,59.58,3194162,0.2739,2319294,0.3606,836271,15,0.5226,0.8589,412.63,0.0747,0.4775,0.5235,0.5381,moderate 2579,Ghana,2022,remote,Finance,Junior,32.62,754972,0.4527,413172,0.1451,59934,15,0.5834,0.7348,232.86,0.0611,0.3241,0.3877,0.392,low 2580,Ethiopia,2020,rural,Infrastructure,Senior,114.15,1267546,0.6,507018,0.1132,57386,5,0.5374,0.6928,197.62,0.0483,0.2031,0.2351,0.2885,critical 2581,Kenya,2021,rural,Social_Services,Junior,51.68,2002744,0.2568,1488513,0.1921,285949,19,0.6313,0.8418,402.02,0.0837,0.525,0.6903,0.5291,moderate 2582,Rwanda,2020,urban,Infrastructure,Junior,12.73,421658,0.1362,364215,0.3221,117311,30,0.6255,0.8944,421.87,0.0783,0.5213,0.751,0.6328,moderate 2583,Botswana,2023,capital,Health,Senior,2.56,117139,0.1468,99948,0.4015,40125,17,0.5007,0.9214,770.08,0.072,0.546,0.7797,0.627,moderate 2584,Ghana,2025,rural,ICT,Junior,34.71,966184,0.3397,638011,0.1685,107502,8,0.4822,0.7919,309.5,0.0511,0.3863,0.4409,0.4287,low 2585,Kenya,2018,rural,Health,Junior,48.55,1715081,0.3142,1176202,0.1975,232275,15,0.5729,0.8908,624.62,0.079,0.5401,0.6804,0.514,moderate 2586,Rwanda,2019,urban,Education,Mid_Level,12.43,348922,0.1466,297758,0.3666,109160,31,0.615,0.8951,644.62,0.0668,0.5056,0.5859,0.6259,moderate 2587,Rwanda,2024,capital,Justice,Junior,14.0,414458,0.1621,347284,0.307,106623,31,0.5711,0.8501,570.37,0.068,0.506,0.654,0.6073,moderate 2588,Uganda,2022,rural,Finance,Junior,46.01,333157,0.6,133262,0.1359,18104,6,0.4537,0.7877,254.16,0.0526,0.3913,0.4694,0.3532,low 2589,Mozambique,2025,rural,Education,Junior,33.89,326428,0.6,130571,0.1,13057,5,0.5314,0.6801,90.58,0.0688,0.2072,0.2066,0.2809,critical 2590,Nigeria,2025,capital,Administration,Senior,235.75,5413801,0.2872,3859146,0.2238,863636,7,0.5743,0.6955,331.35,0.0717,0.3439,0.357,0.4261,low 2591,Ethiopia,2024,urban,Infrastructure,Junior,126.0,1494233,0.3985,898738,0.1666,149745,4,0.488,0.7142,143.74,0.0613,0.238,0.1769,0.3506,low 2592,Ghana,2022,remote,Agriculture,Junior,32.62,891630,0.385,548365,0.1317,72194,14,0.4842,0.6826,231.86,0.0575,0.3468,0.4385,0.4026,low 2593,Rwanda,2022,rural,Health,Junior,13.35,456588,0.2098,360814,0.2156,77798,32,0.6113,0.8464,417.14,0.085,0.447,0.6786,0.571,moderate 2594,Mozambique,2024,rural,Health,Junior,33.0,363892,0.6,145556,0.1,14555,5,0.544,0.6936,149.45,0.0648,0.1878,0.2215,0.2825,critical 2595,Ghana,2024,urban,Infrastructure,Junior,34.0,800152,0.3099,552154,0.2363,130450,14,0.4889,0.7189,262.36,0.0481,0.3684,0.3706,0.4483,low 2596,Ghana,2023,remote,Finance,Junior,33.3,919654,0.4094,543125,0.1315,71423,15,0.5151,0.7658,213.1,0.0651,0.3656,0.4015,0.4096,low 2597,Mozambique,2022,urban,Health,Senior,31.29,349417,0.48,181691,0.1472,26753,5,0.5331,0.6749,128.83,0.0582,0.1927,0.1892,0.3187,critical 2598,Kenya,2023,urban,Security,Executive,53.87,2124881,0.229,1638186,0.3406,557992,16,0.6032,0.8784,2579.47,0.0824,0.4797,0.7377,0.5714,moderate 2599,Botswana,2023,capital,Agriculture,Mid_Level,2.56,119822,0.1977,96136,0.4155,39948,27,0.5822,0.7748,462.57,0.081,0.539,0.6843,0.6105,moderate 2600,Senegal,2021,urban,ICT,Junior,16.62,333283,0.2552,248236,0.2613,64861,10,0.4642,0.7533,196.65,0.0493,0.3337,0.3417,0.4571,low 2601,Ghana,2021,rural,Health,Mid_Level,31.94,797899,0.2883,567900,0.21,119264,9,0.6055,0.7709,218.17,0.0702,0.3395,0.3616,0.4387,low 2602,Kenya,2021,urban,Security,Mid_Level,51.68,2037206,0.2394,1549397,0.28,433844,21,0.5151,0.9277,427.8,0.0725,0.4785,0.5673,0.5564,moderate 2603,South Africa,2024,capital,Finance,Director,62.0,3419466,0.2378,2606407,0.4341,1131422,14,0.5259,0.7863,1013.43,0.0709,0.5087,0.5907,0.562,moderate 2604,Kenya,2023,rural,Finance,Mid_Level,53.87,1677309,0.2973,1178670,0.2186,257615,21,0.5886,0.8834,457.57,0.0759,0.4807,0.6854,0.5319,moderate 2605,Senegal,2022,rural,Health,Director,17.07,423438,0.2908,300288,0.1577,47366,11,0.4729,0.7095,627.84,0.0627,0.3179,0.4692,0.4294,low 2606,Senegal,2019,capital,Health,Director,15.76,385997,0.1757,318194,0.2871,91345,8,0.4642,0.6864,748.61,0.0583,0.356,0.3249,0.4689,low 2607,South Africa,2025,remote,Education,Mid_Level,62.5,3489962,0.5072,1719734,0.1881,323446,16,0.5404,0.8737,491.75,0.0665,0.5352,0.7447,0.4693,low 2608,Uganda,2021,urban,Infrastructure,Mid_Level,44.58,314136,0.3942,190288,0.1895,36057,9,0.4634,0.7218,249.4,0.0683,0.3459,0.3666,0.4008,low 2609,Kenya,2022,capital,Infrastructure,Mid_Level,52.76,1863680,0.1879,1513506,0.2895,438164,19,0.6572,0.8486,590.81,0.0816,0.52,0.6006,0.5622,moderate 2610,Uganda,2025,capital,Health,Junior,50.57,409543,0.3771,255095,0.2194,55972,6,0.5478,0.6998,288.25,0.0546,0.3418,0.3788,0.4026,low 2611,Mozambique,2020,rural,ICT,Mid_Level,29.66,287834,0.5285,135722,0.1046,14191,5,0.5626,0.6639,113.66,0.0709,0.1792,0.2152,0.2955,critical 2612,Nigeria,2021,capital,Health,Mid_Level,213.58,3820190,0.3427,2510899,0.2377,596856,9,0.5617,0.708,176.06,0.0587,0.3529,0.3913,0.4269,low 2613,DRC,2021,rural,Social_Services,Junior,95.53,623077,0.5941,252936,0.1,25293,3,0.5068,0.5969,94.0,0.055,0.1957,0.1908,0.2622,critical 2614,South Africa,2021,capital,Agriculture,Junior,60.54,2785005,0.2046,2215122,0.3848,852424,21,0.6365,0.8067,518.66,0.0792,0.5412,0.7098,0.5937,moderate 2615,Rwanda,2019,remote,Education,Director,12.43,348998,0.2666,255939,0.1791,45831,18,0.609,0.7828,998.12,0.0733,0.5577,0.773,0.5236,moderate 2616,Mozambique,2021,rural,Education,Junior,30.47,348924,0.6,139569,0.1068,14901,5,0.561,0.7107,155.13,0.0624,0.1886,0.2371,0.2884,critical 2617,Senegal,2022,capital,Health,Mid_Level,17.07,413217,0.2541,308198,0.3046,93889,11,0.6226,0.6974,189.2,0.0487,0.3788,0.4667,0.4793,low 2618,Mozambique,2024,remote,Infrastructure,Senior,33.0,313834,0.6,125533,0.1,12553,5,0.4488,0.6196,221.6,0.0621,0.204,0.2358,0.2744,critical 2619,Tanzania,2020,urban,Justice,Junior,59.53,1054231,0.3234,713263,0.2111,150555,8,0.4547,0.8041,254.01,0.0684,0.3624,0.3521,0.434,low 2620,DRC,2020,urban,Security,Mid_Level,92.57,578165,0.5947,234350,0.1077,25231,4,0.5088,0.6709,99.71,0.0536,0.2248,0.188,0.2802,critical 2621,Kenya,2025,rural,Security,Junior,56.15,2202850,0.318,1502297,0.2077,312077,17,0.6373,0.7822,439.27,0.0945,0.4878,0.7674,0.5078,moderate 2622,Mozambique,2021,rural,Finance,Mid_Level,30.47,342827,0.6,137130,0.1143,15671,5,0.597,0.677,93.45,0.0579,0.1942,0.1788,0.2799,critical 2623,Ethiopia,2025,remote,Health,Junior,129.15,1446511,0.6,578604,0.1,57860,5,0.5353,0.7086,103.86,0.051,0.2168,0.2375,0.2892,critical 2624,South Africa,2023,rural,Administration,Junior,61.51,3441431,0.3916,2093932,0.2219,464562,21,0.5441,0.9047,416.96,0.0759,0.516,0.6645,0.5138,moderate 2625,Botswana,2018,capital,Administration,Executive,2.38,113228,0.1351,97935,0.4326,42370,24,0.5802,0.8038,1598.84,0.0667,0.5105,0.6077,0.6168,moderate 2626,DRC,2022,rural,Agriculture,Mid_Level,98.59,594921,0.6,237968,0.1,23796,4,0.5041,0.6383,114.96,0.0507,0.1898,0.213,0.271,critical 2627,Rwanda,2022,urban,Health,Senior,13.35,385239,0.1693,320007,0.3201,102423,24,0.6458,0.7838,558.66,0.0672,0.5628,0.7611,0.5976,moderate 2628,Kenya,2023,urban,Health,Senior,53.87,1709748,0.1841,1394983,0.3395,473581,14,0.6135,0.8986,901.78,0.0856,0.4683,0.6898,0.5744,moderate 2629,Uganda,2024,rural,Social_Services,Executive,49.0,414361,0.6,165744,0.1304,21615,9,0.602,0.6812,1054.27,0.0601,0.3831,0.3402,0.3296,critical 2630,Tanzania,2022,urban,Education,Executive,63.15,1150257,0.2867,820485,0.2387,195810,7,0.4943,0.7168,1260.22,0.0691,0.3612,0.3711,0.4362,low 2631,Rwanda,2021,urban,Infrastructure,Junior,13.04,347794,0.1884,282264,0.3371,95141,19,0.6606,0.8349,569.89,0.0697,0.5536,0.5406,0.5693,moderate 2632,Kenya,2025,rural,Education,Junior,56.15,2164188,0.2203,1687391,0.1981,334237,19,0.503,0.857,522.22,0.0646,0.4719,0.5274,0.5204,moderate 2633,Mozambique,2025,urban,Security,Mid_Level,33.89,366588,0.4035,218653,0.1255,27435,6,0.5545,0.6832,87.52,0.0661,0.1856,0.202,0.3367,critical 2634,Tanzania,2022,capital,ICT,Mid_Level,63.15,1042609,0.2166,816806,0.2546,207963,10,0.4737,0.7136,271.36,0.0581,0.3335,0.3879,0.4637,low 2635,Kenya,2022,capital,Education,Junior,52.76,1572987,0.2142,1236031,0.2911,359839,12,0.6121,0.9309,603.36,0.0685,0.5105,0.7012,0.56,moderate 2636,Rwanda,2024,capital,Education,Junior,14.0,439469,0.135,380144,0.3537,134469,26,0.6703,0.9216,558.03,0.069,0.5472,0.5732,0.62,moderate 2637,Mozambique,2018,urban,Security,Junior,28.12,264320,0.3594,169314,0.1435,24299,6,0.5271,0.6428,145.03,0.0581,0.2063,0.2062,0.3487,critical 2638,South Africa,2023,rural,Health,Senior,61.51,3212314,0.3975,1935344,0.2547,493024,19,0.5234,0.8448,746.82,0.0926,0.5469,0.6465,0.5079,moderate 2639,Uganda,2024,remote,Administration,Junior,49.0,358158,0.6,143263,0.1077,15425,7,0.514,0.6877,205.61,0.055,0.3554,0.4027,0.3234,critical 2640,South Africa,2022,capital,Health,Mid_Level,61.02,2936660,0.2637,2162200,0.3702,800371,18,0.5796,0.8719,374.59,0.0877,0.4367,0.6206,0.5581,moderate 2641,Botswana,2020,urban,Security,Senior,2.45,111133,0.1629,93024,0.3913,36402,22,0.6037,0.8404,712.33,0.0864,0.4935,0.7456,0.6121,moderate 2642,DRC,2023,rural,Education,Junior,101.74,556512,0.6,222604,0.1,22260,4,0.4891,0.5889,115.46,0.0668,0.1999,0.2322,0.2665,critical 2643,Tanzania,2024,remote,Security,Senior,67.0,1165831,0.5333,544143,0.1079,58690,7,0.5983,0.7573,278.63,0.0527,0.3459,0.4553,0.3549,low 2644,Ethiopia,2025,capital,Health,Junior,129.15,1629488,0.4255,936115,0.18,168491,5,0.457,0.6185,107.87,0.065,0.2161,0.2357,0.3391,critical 2645,Uganda,2019,remote,Education,Junior,41.86,288120,0.6,115248,0.1,11524,6,0.5354,0.7921,286.74,0.0679,0.3743,0.4762,0.3439,critical 2646,DRC,2018,remote,Finance,Mid_Level,86.92,533611,0.6,213444,0.1,21344,3,0.5534,0.6981,94.64,0.0543,0.2168,0.1889,0.2778,critical 2647,Ghana,2020,urban,Security,Junior,31.29,679393,0.2164,532390,0.2717,144627,10,0.55,0.8071,219.05,0.0524,0.2977,0.477,0.4874,low 2648,Senegal,2022,rural,Social_Services,Executive,17.07,415959,0.2973,292290,0.1827,53389,14,0.5782,0.7904,1244.0,0.0627,0.3702,0.4141,0.4533,low 2649,Tanzania,2020,capital,Security,Executive,59.53,1205284,0.2334,924017,0.2594,239676,6,0.5381,0.8146,1275.6,0.0625,0.3637,0.3824,0.4683,low 2650,South Africa,2023,capital,Health,Senior,61.51,2829965,0.243,2142223,0.3708,794439,14,0.4993,0.7821,621.48,0.0843,0.5004,0.6326,0.5476,moderate 2651,Ghana,2024,rural,Security,Mid_Level,34.0,900008,0.3206,611438,0.1819,111206,10,0.5791,0.7398,318.93,0.049,0.3377,0.3448,0.4195,low 2652,Kenya,2024,urban,Security,Mid_Level,55.0,1681910,0.2255,1302668,0.3378,439976,18,0.5344,0.8881,560.2,0.0932,0.4337,0.7565,0.5753,moderate 2653,South Africa,2025,capital,Security,Junior,62.5,3049056,0.2409,2314514,0.327,756785,15,0.5869,0.9268,360.21,0.0647,0.4275,0.5204,0.5428,moderate 2654,Kenya,2025,urban,Security,Junior,56.15,2258614,0.2009,1804916,0.3486,629172,19,0.6534,0.8492,613.66,0.0747,0.5137,0.6805,0.5812,moderate 2655,Kenya,2021,urban,Health,Director,51.68,1783800,0.1743,1472938,0.3269,481473,19,0.4974,0.8216,1313.2,0.0903,0.4622,0.5979,0.5649,moderate 2656,South Africa,2023,capital,Administration,Senior,61.51,3644319,0.2147,2862023,0.3401,973358,21,0.5297,0.8102,705.26,0.0788,0.4639,0.594,0.5612,moderate 2657,Nigeria,2019,rural,Education,Mid_Level,203.29,4361980,0.4886,2230885,0.1889,421386,12,0.4899,0.7231,293.15,0.0668,0.3049,0.4739,0.3914,low 2658,Ethiopia,2024,remote,Education,Mid_Level,126.0,1485029,0.6,594011,0.1,59401,3,0.5689,0.654,127.26,0.0543,0.2374,0.2349,0.2778,critical 2659,South Africa,2023,urban,Education,Mid_Level,61.51,3585468,0.3044,2494006,0.3016,752225,18,0.5533,0.8277,550.33,0.0815,0.5475,0.5779,0.531,moderate 2660,Nigeria,2021,urban,Social_Services,Senior,213.58,4732081,0.3401,3122779,0.2131,665441,11,0.6182,0.7178,307.14,0.0485,0.3675,0.4072,0.4309,low 2661,Ethiopia,2019,capital,Security,Junior,111.37,1229435,0.4378,691215,0.1455,100540,3,0.4753,0.6226,91.51,0.0508,0.1891,0.218,0.3185,critical 2662,DRC,2024,capital,Security,Junior,105.0,701831,0.4356,396089,0.112,44364,3,0.4589,0.6108,108.41,0.0639,0.1859,0.1827,0.3051,critical 2663,Senegal,2024,urban,Health,Mid_Level,18.0,340557,0.2725,247740,0.2259,55960,8,0.5812,0.8014,285.21,0.0536,0.3528,0.4751,0.4613,low 2664,Botswana,2021,remote,Security,Senior,2.49,101563,0.3688,64109,0.223,14294,26,0.6839,0.8991,784.54,0.0848,0.5372,0.7148,0.5386,moderate 2665,Ethiopia,2022,rural,Administration,Junior,119.93,1533243,0.6,613297,0.1234,75660,4,0.5199,0.6016,131.47,0.0663,0.2178,0.2044,0.2733,critical 2666,Senegal,2020,rural,Administration,Mid_Level,16.18,305025,0.3251,205852,0.1919,39505,11,0.5589,0.8117,306.09,0.05,0.3511,0.4196,0.443,low 2667,Uganda,2024,urban,Health,Mid_Level,49.0,388191,0.3657,246210,0.2181,53693,6,0.4541,0.6838,205.16,0.0508,0.3389,0.3329,0.3978,low 2668,Nigeria,2022,urban,Agriculture,Executive,218.92,5024460,0.3263,3384984,0.2218,750744,11,0.5224,0.7917,1060.99,0.0528,0.3411,0.4582,0.4501,low 2669,Ethiopia,2022,rural,Security,Mid_Level,119.93,1350848,0.6,540339,0.1,54033,5,0.458,0.7022,137.56,0.0523,0.2279,0.2181,0.2874,critical 2670,Ghana,2023,urban,Infrastructure,Mid_Level,33.3,801791,0.2765,580077,0.2488,144325,15,0.6373,0.724,226.36,0.0532,0.3883,0.3461,0.4626,low 2671,DRC,2024,remote,Education,Senior,105.0,621111,0.6,248444,0.1,24844,3,0.4437,0.6675,197.06,0.0632,0.2012,0.2143,0.2742,critical 2672,Kenya,2020,urban,Education,Mid_Level,50.61,1936455,0.1699,1607430,0.2643,424837,20,0.5492,0.8201,519.42,0.0796,0.4344,0.7177,0.5618,moderate 2673,Kenya,2019,rural,Justice,Junior,49.57,1869411,0.2874,1332176,0.2564,341541,19,0.557,0.8704,548.56,0.0879,0.4854,0.7352,0.5424,moderate 2674,Ethiopia,2020,remote,Education,Junior,114.15,1246571,0.6,498628,0.1,49862,4,0.5787,0.6171,100.82,0.0511,0.2064,0.2011,0.2683,critical 2675,Nigeria,2019,capital,Education,Junior,203.29,4156310,0.3029,2897279,0.2265,656186,7,0.5509,0.7909,248.24,0.0618,0.3985,0.4428,0.4512,low 2676,DRC,2020,remote,Infrastructure,Mid_Level,92.57,587391,0.6,234956,0.1,23495,3,0.5,0.5934,134.79,0.0545,0.2053,0.2309,0.2651,critical 2677,Uganda,2019,capital,Agriculture,Junior,41.86,290168,0.3307,194221,0.1936,37594,6,0.5695,0.7207,248.44,0.0544,0.3973,0.4439,0.423,low 2678,Senegal,2021,rural,Education,Junior,16.62,357961,0.3324,238985,0.1711,40890,10,0.5747,0.8093,309.12,0.0618,0.3636,0.4052,0.433,low 2679,Nigeria,2020,rural,Health,Senior,208.37,3896976,0.3994,2340570,0.1566,366555,11,0.5063,0.7664,339.71,0.0638,0.3596,0.4796,0.4157,low 2680,Mozambique,2020,urban,Education,Mid_Level,29.66,326664,0.3821,201858,0.1578,31850,4,0.5632,0.6749,149.18,0.0605,0.2214,0.164,0.3437,critical 2681,Rwanda,2021,rural,Health,Senior,13.04,368656,0.2033,293708,0.2456,72134,18,0.5934,0.9203,567.19,0.0721,0.4185,0.6547,0.5509,moderate 2682,Ghana,2023,remote,Education,Junior,33.3,714903,0.4185,415715,0.1475,61334,15,0.5124,0.7922,247.14,0.0688,0.3881,0.4572,0.4231,low 2683,Ethiopia,2021,urban,Education,Junior,117.0,1452999,0.5598,639600,0.1589,101629,4,0.4761,0.6698,99.19,0.0502,0.1844,0.228,0.3015,critical 2684,Mozambique,2021,remote,Infrastructure,Mid_Level,30.47,334532,0.6,133812,0.1,13381,4,0.4618,0.6429,95.16,0.0636,0.2014,0.2371,0.2753,critical 2685,Nigeria,2024,rural,Security,Junior,230.0,4025486,0.4378,2263208,0.1889,427521,7,0.5154,0.7941,222.97,0.0703,0.3956,0.3291,0.3969,low 2686,Kenya,2022,capital,Finance,Senior,52.76,1610277,0.2115,1269719,0.3858,489910,19,0.5512,0.8077,719.67,0.0698,0.4194,0.5363,0.5578,moderate 2687,Tanzania,2023,capital,Education,Mid_Level,65.05,1056635,0.2463,796398,0.2021,160982,6,0.4809,0.6939,245.81,0.051,0.3295,0.4358,0.4346,low 2688,Rwanda,2023,urban,Administration,Senior,13.67,423343,0.1579,356495,0.2807,100073,23,0.6,0.9335,953.22,0.0676,0.5605,0.7162,0.6059,moderate 2689,Tanzania,2023,remote,Education,Junior,65.05,1301173,0.4166,759116,0.125,94873,10,0.6024,0.7079,276.89,0.0501,0.3879,0.3971,0.3868,low 2690,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,806748,0.4681,429089,0.1566,67188,14,0.4776,0.7272,239.88,0.0504,0.3764,0.4037,0.3942,low 2691,Ethiopia,2018,rural,Education,Mid_Level,108.65,1178509,0.5043,584181,0.1,58418,4,0.5544,0.6635,85.08,0.0622,0.2089,0.2237,0.3017,critical 2692,Rwanda,2020,rural,Security,Mid_Level,12.73,371164,0.1739,306614,0.2132,65357,30,0.6417,0.8633,507.71,0.0665,0.4676,0.681,0.5792,moderate 2693,Ethiopia,2019,remote,Health,Mid_Level,111.37,1256702,0.6,502680,0.1,50268,4,0.5101,0.7097,127.77,0.0481,0.2275,0.1889,0.2831,critical 2694,Mozambique,2020,remote,ICT,Junior,29.66,286884,0.6,114753,0.1,11475,7,0.5915,0.5905,87.61,0.0612,0.189,0.169,0.2669,critical 2695,Tanzania,2020,rural,Security,Senior,59.53,930960,0.4382,523013,0.1564,81777,7,0.5455,0.7949,285.87,0.0674,0.3573,0.4192,0.3939,low 2696,South Africa,2025,rural,Agriculture,Junior,62.5,3322533,0.388,2033249,0.2895,588560,23,0.6435,0.8839,580.09,0.0718,0.4788,0.6646,0.5298,moderate 2697,Kenya,2022,urban,ICT,Senior,52.76,2028243,0.2293,1563248,0.3351,523850,19,0.5339,0.9105,650.88,0.0872,0.4328,0.6623,0.57,moderate 2698,Mozambique,2020,rural,Social_Services,Junior,29.66,262319,0.6,104927,0.1,10492,6,0.5731,0.6813,86.31,0.0657,0.2391,0.1895,0.285,critical 2699,Ethiopia,2023,urban,ICT,Junior,122.93,1389077,0.4097,819924,0.175,143510,5,0.4805,0.6025,146.99,0.0495,0.219,0.2088,0.337,critical 2700,Uganda,2024,rural,Social_Services,Junior,49.0,383802,0.4495,211287,0.136,28739,7,0.5429,0.8137,313.26,0.0554,0.3709,0.434,0.3917,low 2701,Ghana,2025,capital,Agriculture,Junior,34.71,828101,0.2513,620016,0.2746,170228,9,0.5807,0.688,224.23,0.0623,0.363,0.4266,0.4605,low 2702,Mozambique,2025,urban,Health,Junior,33.89,339952,0.4119,199922,0.1558,31143,6,0.5164,0.6971,141.32,0.0651,0.2117,0.1788,0.3446,critical 2703,Kenya,2022,capital,Infrastructure,Senior,52.76,1854944,0.1489,1578686,0.2888,455856,21,0.5357,0.8544,874.56,0.0721,0.5249,0.5396,0.5721,moderate 2704,DRC,2023,capital,Education,Junior,101.74,682148,0.4866,350201,0.139,48666,4,0.5635,0.6567,116.39,0.0638,0.1965,0.2335,0.3146,critical 2705,Uganda,2025,capital,Administration,Junior,50.57,426543,0.4065,253141,0.1937,49032,5,0.56,0.7414,248.0,0.0663,0.3241,0.3355,0.3865,low 2706,Botswana,2025,rural,Security,Junior,2.64,136415,0.224,105853,0.2428,25705,20,0.6216,0.8053,443.83,0.0809,0.512,0.5588,0.5326,moderate 2707,Kenya,2023,urban,Education,Junior,53.87,2153489,0.2181,1683720,0.271,456336,16,0.4929,0.8571,560.04,0.0658,0.5521,0.6173,0.5487,moderate 2708,Kenya,2019,capital,Health,Senior,49.57,1724626,0.2015,1377134,0.3085,424831,15,0.5453,0.8423,568.96,0.0654,0.5629,0.6933,0.5662,moderate 2709,South Africa,2018,rural,Education,Senior,59.11,3555310,0.2772,2569652,0.2871,737748,15,0.5259,0.8716,847.17,0.0694,0.4366,0.5945,0.5238,moderate 2710,Senegal,2020,urban,Health,Executive,16.18,387801,0.2897,275471,0.2171,59805,8,0.5377,0.7672,1081.09,0.0502,0.3861,0.3984,0.4454,low 2711,Uganda,2020,urban,Health,Junior,43.2,397277,0.4135,232997,0.1682,39180,6,0.4744,0.8137,295.93,0.0611,0.3974,0.3797,0.4034,low 2712,Uganda,2024,urban,Social_Services,Director,49.0,387644,0.3528,250869,0.1747,43835,6,0.4804,0.7332,627.51,0.0501,0.393,0.3204,0.4018,low 2713,Ethiopia,2019,capital,ICT,Junior,111.37,1214519,0.3559,782226,0.1615,126305,6,0.5317,0.631,110.25,0.0508,0.2111,0.1939,0.3515,low 2714,Rwanda,2023,capital,Health,Mid_Level,13.67,439934,0.1439,376646,0.3835,144442,30,0.6975,0.8293,621.3,0.0867,0.5084,0.664,0.6265,moderate 2715,Tanzania,2018,rural,Justice,Executive,56.11,989739,0.4736,520958,0.1413,73625,11,0.5586,0.7744,1044.21,0.0716,0.3022,0.3857,0.3794,low 2716,Botswana,2025,capital,Agriculture,Mid_Level,2.64,129707,0.1961,104270,0.374,38999,25,0.6086,0.8777,410.11,0.0727,0.4973,0.5208,0.5904,moderate 2717,DRC,2023,capital,Administration,Senior,101.74,633055,0.5551,281656,0.1444,40676,4,0.5356,0.6434,213.86,0.0649,0.2083,0.2,0.2947,critical 2718,Nigeria,2019,rural,Administration,Junior,203.29,3592355,0.5384,1658150,0.1518,251668,11,0.5409,0.7532,191.26,0.0513,0.3582,0.3804,0.3677,low 2719,Botswana,2024,remote,Social_Services,Junior,2.6,116374,0.2717,84750,0.2134,18088,21,0.6466,0.8758,401.16,0.0772,0.516,0.7431,0.5452,moderate 2720,Kenya,2020,rural,Health,Director,50.61,1811393,0.299,1269770,0.2171,275626,22,0.6268,0.7911,1287.64,0.0727,0.539,0.7235,0.5294,moderate 2721,Kenya,2021,urban,Social_Services,Senior,51.68,1811486,0.2201,1412781,0.2882,407135,15,0.6346,0.8902,557.45,0.0786,0.4747,0.5801,0.5435,moderate 2722,Rwanda,2025,capital,Education,Senior,14.34,382634,0.1369,330264,0.367,121207,22,0.5719,0.8585,953.71,0.0919,0.433,0.6681,0.6014,moderate 2723,Rwanda,2023,urban,Education,Mid_Level,13.67,399694,0.1882,324452,0.2908,94337,18,0.6406,0.9173,475.03,0.0881,0.5408,0.5863,0.5709,moderate 2724,Rwanda,2023,rural,Education,Director,13.67,467637,0.2149,367163,0.2053,75372,31,0.6283,0.7886,1424.07,0.086,0.4371,0.5915,0.5462,moderate 2725,Uganda,2024,remote,Finance,Junior,49.0,374592,0.6,149836,0.1,14983,8,0.4535,0.7975,301.7,0.0668,0.3294,0.4212,0.3397,critical 2726,Rwanda,2020,urban,Security,Senior,12.73,419918,0.1446,359208,0.3387,121675,21,0.6065,0.8274,880.48,0.094,0.4591,0.7459,0.5957,moderate 2727,Rwanda,2023,urban,Infrastructure,Junior,13.67,373646,0.135,323202,0.344,111185,20,0.5792,0.9163,551.33,0.0694,0.5245,0.5759,0.5997,moderate 2728,Ghana,2024,capital,Health,Director,34.0,793972,0.2065,630047,0.2689,169391,11,0.5991,0.6979,443.41,0.0688,0.329,0.3323,0.4639,low 2729,Tanzania,2018,remote,Infrastructure,Mid_Level,56.11,1045171,0.4994,523218,0.1271,66500,11,0.567,0.8016,176.44,0.0595,0.3609,0.3522,0.376,low 2730,Botswana,2019,capital,Education,Senior,2.41,93216,0.1749,76914,0.351,26994,23,0.548,0.7917,734.62,0.0714,0.4721,0.6846,0.586,moderate 2731,Nigeria,2025,rural,Infrastructure,Mid_Level,235.75,4675525,0.4613,2518677,0.1715,432046,9,0.5824,0.7336,191.28,0.0634,0.3811,0.4448,0.3927,low 2732,Ghana,2020,rural,ICT,Junior,31.29,787536,0.332,526093,0.2131,112123,11,0.5821,0.6991,185.05,0.0505,0.3248,0.4559,0.4307,low 2733,Tanzania,2019,capital,Social_Services,Junior,57.79,1067999,0.22,832986,0.2639,219860,9,0.47,0.7701,229.83,0.0565,0.3404,0.4013,0.4732,low 2734,Senegal,2022,capital,Justice,Junior,17.07,397885,0.1886,322829,0.2645,85392,11,0.5681,0.7937,252.43,0.0691,0.3978,0.4762,0.5029,moderate 2735,Nigeria,2020,capital,Security,Junior,208.37,4502037,0.2406,3418846,0.273,933191,7,0.5881,0.7727,199.26,0.0602,0.3505,0.4606,0.4726,low 2736,Uganda,2022,rural,Education,Mid_Level,46.01,318410,0.6,127364,0.1445,18399,9,0.5812,0.7077,218.36,0.0547,0.3212,0.3225,0.3291,critical 2737,DRC,2024,rural,Agriculture,Mid_Level,105.0,559004,0.6,223601,0.1,22360,4,0.5471,0.6061,134.54,0.0612,0.1836,0.1656,0.2608,critical 2738,Ghana,2019,rural,Social_Services,Mid_Level,30.64,654783,0.3337,436304,0.1902,82973,10,0.5531,0.6843,178.0,0.0621,0.3253,0.4298,0.4173,low 2739,South Africa,2024,urban,ICT,Mid_Level,62.0,3554877,0.271,2591617,0.3783,980280,18,0.5607,0.822,522.94,0.076,0.5617,0.6768,0.569,moderate 2740,Ghana,2020,urban,Justice,Senior,31.29,814368,0.2163,638259,0.2993,191032,15,0.6224,0.7757,268.6,0.0708,0.3046,0.3439,0.4895,low 2741,Uganda,2023,urban,Justice,Mid_Level,47.48,323345,0.4281,184909,0.2132,39420,9,0.4809,0.7271,192.93,0.066,0.3634,0.3975,0.4039,low 2742,Tanzania,2020,rural,Social_Services,Mid_Level,59.53,950783,0.3905,579490,0.1754,101660,9,0.5768,0.7192,226.47,0.0508,0.3335,0.3471,0.3947,low 2743,Mozambique,2022,urban,Social_Services,Junior,31.29,285875,0.3602,182915,0.1283,23470,6,0.5438,0.6656,145.79,0.0541,0.2082,0.1735,0.345,critical 2744,Uganda,2019,urban,Security,Senior,41.86,315510,0.3884,192953,0.2149,41463,8,0.5624,0.7361,339.24,0.0654,0.3073,0.407,0.4084,low 2745,Uganda,2018,rural,Agriculture,Junior,40.56,316693,0.4736,166716,0.1525,25427,9,0.5062,0.6794,309.65,0.0683,0.3812,0.377,0.37,low 2746,Rwanda,2018,remote,Infrastructure,Junior,12.14,394587,0.2884,280774,0.1522,42721,31,0.6345,0.797,354.79,0.0817,0.5038,0.5459,0.518,moderate 2747,Nigeria,2022,urban,Finance,Executive,218.92,4110241,0.3894,2509870,0.2202,552736,8,0.4765,0.8161,713.98,0.0533,0.3332,0.4251,0.426,low 2748,DRC,2021,capital,Infrastructure,Senior,95.53,639667,0.5744,272251,0.12,32681,3,0.4459,0.6977,206.81,0.0631,0.2098,0.1966,0.2892,critical 2749,Ghana,2021,urban,Finance,Junior,31.94,707045,0.2388,538188,0.3076,165534,16,0.6066,0.8006,190.53,0.051,0.3072,0.3301,0.491,low 2750,Tanzania,2023,capital,Administration,Mid_Level,65.05,1055265,0.2975,741291,0.258,191282,9,0.4702,0.7351,257.28,0.0659,0.3288,0.4597,0.4517,low 2751,Tanzania,2020,remote,Health,Senior,59.53,953289,0.5463,432465,0.1304,56385,7,0.4649,0.825,480.99,0.0662,0.3381,0.3415,0.3552,low 2752,Tanzania,2021,rural,Health,Junior,61.31,1237436,0.4277,708211,0.1659,117505,11,0.5474,0.7227,311.41,0.0717,0.2996,0.3729,0.3877,low 2753,Ethiopia,2020,capital,Education,Junior,114.15,1450512,0.354,937088,0.1875,175738,5,0.4976,0.6902,130.85,0.0661,0.2338,0.2246,0.3703,low 2754,Botswana,2024,rural,Education,Mid_Level,2.6,119306,0.2987,83667,0.2689,22496,18,0.5647,0.8355,490.55,0.0826,0.5559,0.5931,0.5278,moderate 2755,Senegal,2025,rural,Education,Junior,18.49,456632,0.3631,290849,0.16,46543,11,0.5076,0.7695,201.04,0.0564,0.3383,0.406,0.4166,low 2756,South Africa,2019,rural,Social_Services,Mid_Level,59.58,3539494,0.3817,2188328,0.2175,476021,15,0.5869,0.8877,640.37,0.0641,0.4513,0.7363,0.4984,low 2757,Tanzania,2025,urban,Infrastructure,Senior,69.01,1227262,0.3311,820858,0.2446,200801,7,0.4923,0.8158,357.97,0.0484,0.3503,0.4187,0.4451,low 2758,Uganda,2019,rural,Education,Junior,41.86,309699,0.5473,140193,0.1549,21721,7,0.5833,0.6846,230.89,0.0584,0.3817,0.4177,0.352,low 2759,DRC,2024,urban,Administration,Senior,105.0,708526,0.4888,362224,0.1,36222,4,0.5149,0.6863,136.53,0.0623,0.191,0.2012,0.305,critical 2760,Rwanda,2019,remote,Education,Mid_Level,12.43,317707,0.2329,243714,0.1764,42982,18,0.5793,0.7963,567.96,0.0918,0.528,0.5365,0.5068,moderate 2761,DRC,2021,capital,Finance,Senior,95.53,494292,0.4323,280601,0.1383,38819,3,0.4714,0.7084,142.82,0.0669,0.1897,0.237,0.3329,critical 2762,Botswana,2024,capital,ICT,Junior,2.6,129621,0.1814,106107,0.3638,38596,23,0.5053,0.8624,524.66,0.0771,0.5377,0.762,0.6124,moderate 2763,South Africa,2022,rural,Health,Executive,61.02,3581303,0.4034,2136508,0.273,583312,17,0.5206,0.8519,1499.12,0.0817,0.4709,0.7093,0.5057,moderate 2764,DRC,2023,urban,Security,Junior,101.74,564422,0.5224,269563,0.1036,27938,3,0.4751,0.5878,105.66,0.0592,0.2308,0.1744,0.2815,critical 2765,South Africa,2020,capital,Health,Junior,60.06,3182849,0.2506,2385094,0.4078,972747,24,0.6689,0.7823,383.62,0.0799,0.5032,0.6755,0.5845,moderate 2766,South Africa,2021,remote,Infrastructure,Director,60.54,3678272,0.4179,2141020,0.1682,360193,17,0.5439,0.916,1596.27,0.0694,0.4195,0.736,0.483,low 2767,Nigeria,2022,rural,Education,Junior,218.92,4069226,0.3687,2568795,0.1622,416778,7,0.5223,0.7949,182.14,0.0695,0.3104,0.425,0.4087,low 2768,Nigeria,2019,rural,Health,Junior,203.29,4629120,0.3803,2868568,0.1811,519602,11,0.5145,0.6841,299.96,0.0697,0.3109,0.4557,0.407,low 2769,Senegal,2024,rural,Justice,Junior,18.0,395545,0.3845,243449,0.194,47228,9,0.5559,0.7069,208.32,0.0525,0.3174,0.3999,0.4026,low 2770,Senegal,2020,rural,Administration,Mid_Level,16.18,323005,0.3885,197504,0.1548,30583,11,0.4982,0.8156,223.74,0.071,0.3996,0.4709,0.4285,low 2771,Ghana,2024,rural,ICT,Junior,34.0,929025,0.3043,646283,0.1879,121422,11,0.6248,0.7231,258.21,0.0632,0.3687,0.3392,0.4276,low 2772,Mozambique,2022,rural,Administration,Director,31.29,288005,0.5093,141323,0.1064,15030,5,0.558,0.6953,211.92,0.0691,0.1952,0.2376,0.3093,critical 2773,Ghana,2021,remote,Education,Mid_Level,31.94,693992,0.4923,352359,0.1665,58666,15,0.5903,0.6928,322.59,0.0563,0.3639,0.3637,0.3827,low 2774,Botswana,2024,urban,Education,Junior,2.6,119644,0.1702,99285,0.4164,41339,26,0.6859,0.8313,548.52,0.0785,0.5502,0.6043,0.6167,moderate 2775,Uganda,2020,urban,Infrastructure,Senior,43.2,315265,0.4295,179854,0.1813,32606,5,0.5908,0.7929,476.7,0.0576,0.377,0.4242,0.3995,low 2776,Tanzania,2022,capital,Health,Junior,63.15,1221910,0.2955,860829,0.2456,211409,7,0.572,0.692,309.1,0.0572,0.3738,0.3471,0.4309,low 2777,Kenya,2020,urban,Infrastructure,Junior,50.61,1797123,0.1681,1495054,0.3471,519005,16,0.5537,0.8631,584.5,0.0662,0.5198,0.7567,0.5919,moderate 2778,South Africa,2021,capital,Education,Director,60.54,2840719,0.1836,2319044,0.4274,991220,24,0.5889,0.7659,1312.83,0.0901,0.4586,0.5649,0.5882,moderate 2779,Tanzania,2025,rural,Finance,Director,69.01,1282484,0.4663,684405,0.1381,94538,8,0.5606,0.7362,568.66,0.0647,0.3611,0.3652,0.371,low 2780,Mozambique,2021,rural,Security,Mid_Level,30.47,282716,0.4872,144976,0.1111,16104,7,0.5459,0.6593,93.82,0.0587,0.209,0.1969,0.313,critical 2781,Uganda,2019,capital,Administration,Mid_Level,41.86,371303,0.3848,228438,0.2302,52581,6,0.4621,0.7671,257.4,0.0503,0.3617,0.3491,0.4125,low 2782,Botswana,2018,remote,Infrastructure,Junior,2.38,94098,0.3675,59516,0.2284,13591,19,0.5648,0.8747,383.35,0.0812,0.4486,0.5786,0.4966,low 2783,South Africa,2022,urban,Infrastructure,Junior,61.02,3222104,0.3008,2252743,0.3449,776998,20,0.5788,0.9106,554.52,0.065,0.4338,0.6703,0.558,moderate 2784,Botswana,2024,capital,Infrastructure,Mid_Level,2.6,113518,0.181,92970,0.3842,35715,24,0.6435,0.9275,541.67,0.0753,0.5225,0.7292,0.6251,moderate 2785,Kenya,2021,urban,Health,Mid_Level,51.68,1778732,0.1728,1471428,0.3137,461555,22,0.5089,0.8526,630.75,0.0947,0.4667,0.5646,0.5713,moderate 2786,DRC,2021,urban,Infrastructure,Mid_Level,95.53,619319,0.569,266940,0.1291,34457,4,0.5189,0.6005,141.87,0.0651,0.1997,0.1786,0.2779,critical 2787,Ethiopia,2023,capital,Justice,Junior,122.93,1516488,0.387,929609,0.1669,155107,5,0.4868,0.5893,89.57,0.0498,0.2074,0.1667,0.3333,critical 2788,Mozambique,2021,rural,Administration,Junior,30.47,339076,0.6,135630,0.1046,14187,6,0.5213,0.5947,153.12,0.0707,0.1988,0.1757,0.2678,critical 2789,Mozambique,2018,rural,Administration,Junior,28.12,290661,0.6,116264,0.1,11626,6,0.5152,0.5935,120.32,0.0501,0.2217,0.1848,0.2697,critical 2790,South Africa,2024,urban,Administration,Mid_Level,62.0,3507660,0.2365,2678262,0.3405,911847,22,0.6272,0.8827,352.39,0.0646,0.4264,0.5282,0.5589,moderate 2791,Senegal,2024,urban,Infrastructure,Junior,18.0,428625,0.2034,341432,0.2258,77107,13,0.5839,0.6889,186.08,0.0578,0.3609,0.3595,0.4635,low 2792,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,345086,0.3794,214145,0.1213,25986,4,0.4642,0.6272,86.06,0.068,0.232,0.2171,0.3345,critical 2793,Ghana,2020,rural,Agriculture,Mid_Level,31.29,685489,0.414,401724,0.1871,75163,10,0.5223,0.7121,324.13,0.0635,0.3916,0.4722,0.4115,low 2794,Uganda,2022,rural,Administration,Junior,46.01,342577,0.5187,164865,0.1452,23931,8,0.5073,0.8014,273.15,0.0569,0.369,0.4563,0.3793,low 2795,Uganda,2020,urban,Security,Junior,43.2,312175,0.4624,167833,0.1753,29415,6,0.5818,0.7713,239.74,0.0572,0.3167,0.3309,0.3737,low 2796,Mozambique,2025,capital,Health,Senior,33.89,378943,0.4162,221222,0.1395,30860,5,0.592,0.676,215.4,0.0587,0.2274,0.2385,0.3413,critical 2797,Senegal,2020,urban,Health,Mid_Level,16.18,328275,0.2191,256356,0.2562,65667,12,0.5328,0.8167,199.26,0.0607,0.3623,0.4188,0.4899,low 2798,Rwanda,2023,urban,Social_Services,Senior,13.67,468905,0.1905,379582,0.3253,123490,28,0.5941,0.8756,528.35,0.0758,0.5509,0.6955,0.6097,moderate 2799,Mozambique,2018,rural,Education,Senior,28.12,248751,0.6,99506,0.1072,10668,6,0.4885,0.6881,211.71,0.0567,0.1953,0.2131,0.2859,critical 2800,Botswana,2020,urban,Finance,Mid_Level,2.45,121136,0.2232,94094,0.3933,37004,16,0.5366,0.7972,548.98,0.0831,0.5609,0.6364,0.5718,moderate 2801,Rwanda,2018,urban,Education,Junior,12.14,350192,0.145,299402,0.294,88031,24,0.6514,0.9156,428.09,0.0783,0.5404,0.7771,0.6163,moderate 2802,Botswana,2024,urban,Administration,Mid_Level,2.6,103434,0.1576,87136,0.418,36420,28,0.6044,0.8775,441.44,0.0864,0.4821,0.6106,0.626,moderate 2803,Botswana,2021,urban,Administration,Senior,2.49,101632,0.1723,84125,0.3474,29221,15,0.5651,0.8471,581.07,0.0957,0.5284,0.5676,0.5679,moderate 2804,Rwanda,2023,urban,Security,Mid_Level,13.67,365718,0.1594,307417,0.3682,113188,28,0.6352,0.9084,598.62,0.0924,0.4325,0.5537,0.6071,moderate 2805,Nigeria,2024,remote,Agriculture,Director,230.0,4824684,0.4692,2560957,0.1421,363943,12,0.5539,0.7866,569.33,0.0628,0.3409,0.4043,0.3907,low 2806,Ghana,2023,capital,Health,Junior,33.3,856226,0.2316,657890,0.294,193423,12,0.4725,0.7944,280.1,0.0645,0.3011,0.4243,0.4873,low 2807,Botswana,2022,rural,Health,Mid_Level,2.52,129297,0.2874,92139,0.3006,27695,16,0.569,0.8069,513.48,0.0866,0.5263,0.7778,0.5448,moderate 2808,Mozambique,2025,urban,Administration,Senior,33.89,361627,0.3901,220547,0.1256,27708,5,0.4481,0.6219,133.93,0.0606,0.2173,0.1689,0.3283,critical 2809,Ghana,2024,capital,Education,Mid_Level,34.0,870941,0.2226,677039,0.3128,211773,11,0.5036,0.743,192.01,0.0712,0.3553,0.343,0.4813,low 2810,Ghana,2024,rural,Finance,Executive,34.0,850156,0.3186,579265,0.2131,123456,15,0.5201,0.676,1065.57,0.0656,0.3249,0.4742,0.4424,low 2811,Tanzania,2019,rural,Administration,Junior,57.79,1040725,0.3212,706399,0.1635,115478,9,0.5807,0.7502,228.08,0.0513,0.3029,0.4046,0.4163,low 2812,Mozambique,2025,rural,Education,Executive,33.89,306781,0.6,122712,0.1,12271,4,0.5715,0.646,592.85,0.066,0.1884,0.1698,0.2677,critical 2813,Nigeria,2021,rural,Finance,Junior,213.58,3909581,0.4518,2143296,0.1435,307607,9,0.4609,0.806,268.02,0.0518,0.3782,0.3988,0.394,low 2814,Kenya,2022,capital,Education,Senior,52.76,1651180,0.1889,1339260,0.3075,411773,16,0.5696,0.7857,560.33,0.0795,0.4767,0.7595,0.5611,moderate 2815,South Africa,2023,rural,Administration,Junior,61.51,3631415,0.4047,2161710,0.2484,537011,21,0.557,0.7818,428.78,0.0666,0.4881,0.6899,0.4985,low 2816,DRC,2018,urban,Health,Director,86.92,568932,0.4387,319345,0.1264,40358,4,0.5633,0.6992,294.32,0.0537,0.2333,0.2268,0.3328,critical 2817,Uganda,2020,rural,Infrastructure,Mid_Level,43.2,356855,0.4501,196221,0.1381,27097,6,0.4458,0.7529,229.71,0.0583,0.3092,0.4009,0.3709,low 2818,Uganda,2020,capital,Justice,Mid_Level,43.2,348489,0.3776,216907,0.1989,43140,5,0.4977,0.7933,266.24,0.067,0.3922,0.3599,0.412,low 2819,Tanzania,2025,rural,Agriculture,Mid_Level,69.01,1230523,0.3285,826289,0.1359,112251,8,0.4847,0.688,178.67,0.0715,0.3198,0.4776,0.4048,low 2820,Ethiopia,2022,capital,Health,Junior,119.93,1380330,0.3704,869002,0.1845,160358,4,0.5202,0.6502,131.49,0.0719,0.2064,0.1858,0.3503,low 2821,Rwanda,2025,remote,Justice,Senior,14.34,418122,0.2742,303472,0.1686,51152,26,0.663,0.8286,765.84,0.0888,0.4472,0.6787,0.5255,moderate 2822,Ghana,2024,capital,Education,Junior,34.0,724135,0.2379,551898,0.3117,172026,11,0.5638,0.7037,300.46,0.0567,0.3718,0.3408,0.4728,low 2823,Nigeria,2024,urban,ICT,Junior,230.0,5114739,0.3256,3449208,0.2038,703041,11,0.4923,0.795,225.23,0.0662,0.3481,0.4059,0.4417,low 2824,Nigeria,2023,rural,Security,Mid_Level,224.39,4602607,0.5053,2276946,0.1579,359577,8,0.5695,0.756,310.09,0.0712,0.3885,0.4076,0.3762,low 2825,Ghana,2024,urban,Health,Senior,34.0,921781,0.2169,721876,0.2989,215766,15,0.5299,0.6776,459.6,0.0497,0.3219,0.4068,0.4825,low 2826,Ethiopia,2024,rural,Security,Senior,126.0,1596111,0.6,638444,0.1008,64377,4,0.5085,0.5874,169.8,0.0535,0.1841,0.2037,0.2621,critical 2827,DRC,2019,capital,Justice,Senior,89.7,564169,0.4204,326983,0.131,42839,4,0.4747,0.6023,172.82,0.0582,0.1882,0.1753,0.3143,critical 2828,Ethiopia,2021,rural,Infrastructure,Executive,117.0,1210119,0.6,484047,0.107,51803,5,0.5567,0.6656,517.77,0.0639,0.2256,0.1705,0.2787,critical 2829,Botswana,2020,rural,Infrastructure,Junior,2.45,125502,0.3012,87704,0.2698,23664,22,0.5513,0.8527,640.64,0.0721,0.4613,0.7534,0.5465,moderate 2830,Rwanda,2021,remote,Education,Junior,13.04,444398,0.2416,337033,0.1867,62914,18,0.6146,0.8024,590.08,0.0949,0.4231,0.6157,0.5055,moderate 2831,Senegal,2023,remote,Education,Executive,17.53,431765,0.4405,241560,0.1296,31315,11,0.58,0.7779,873.04,0.0614,0.3852,0.396,0.3946,low 2832,Ghana,2022,urban,Health,Junior,32.62,792413,0.2842,567184,0.2905,164779,9,0.5068,0.7962,191.84,0.0718,0.3639,0.4704,0.4769,low 2833,Senegal,2023,remote,Security,Junior,17.53,420323,0.3606,268744,0.137,36823,10,0.5885,0.7889,304.58,0.0539,0.4022,0.4489,0.4225,low 2834,Ghana,2021,capital,Education,Junior,31.94,826264,0.2028,658664,0.2879,189610,13,0.5442,0.8072,211.15,0.0606,0.3934,0.3765,0.5018,moderate 2835,Senegal,2021,remote,Infrastructure,Senior,16.62,413888,0.3655,262616,0.1459,38322,12,0.628,0.7628,440.87,0.0563,0.3612,0.4446,0.4201,low 2836,Rwanda,2025,capital,Health,Executive,14.34,443323,0.1162,391811,0.3549,139059,31,0.7147,0.8204,2338.29,0.0787,0.475,0.7171,0.6294,moderate 2837,DRC,2020,urban,Education,Junior,92.57,535308,0.6,214123,0.1127,24129,4,0.4827,0.6975,128.99,0.0708,0.199,0.203,0.283,critical 2838,Ethiopia,2019,capital,Agriculture,Senior,111.37,1216030,0.4541,663842,0.1766,117265,4,0.5573,0.6622,228.22,0.0663,0.2344,0.1889,0.3323,critical 2839,Mozambique,2024,remote,Health,Mid_Level,33.0,365871,0.6,146348,0.1,14634,6,0.575,0.6109,112.16,0.0575,0.1881,0.1673,0.2672,critical 2840,Rwanda,2023,rural,ICT,Director,13.67,471025,0.18,386254,0.2279,88034,18,0.6025,0.9303,902.51,0.0808,0.4949,0.5625,0.5523,moderate 2841,Rwanda,2024,urban,Finance,Director,14.0,388170,0.1546,328167,0.3496,114730,24,0.6145,0.8462,1087.49,0.0692,0.5415,0.5916,0.599,moderate 2842,Uganda,2025,capital,Administration,Director,50.57,350987,0.3784,218183,0.2278,49704,8,0.5927,0.6949,793.28,0.0612,0.3337,0.404,0.4104,low 2843,Botswana,2020,urban,Health,Senior,2.45,106585,0.1865,86706,0.415,35984,27,0.6605,0.7701,932.87,0.07,0.4809,0.7548,0.6137,moderate 2844,Rwanda,2018,capital,Agriculture,Mid_Level,12.14,352234,0.1618,295229,0.3946,116489,32,0.557,0.88,611.4,0.0717,0.4871,0.5219,0.6211,moderate 2845,South Africa,2019,capital,Security,Mid_Level,59.58,2720665,0.2367,2076609,0.329,683261,16,0.6319,0.841,584.4,0.0741,0.4328,0.7509,0.5576,moderate 2846,Nigeria,2019,urban,Security,Mid_Level,203.29,4587757,0.4033,2737351,0.2065,565294,8,0.5542,0.697,256.33,0.0569,0.3908,0.4669,0.4111,low 2847,Tanzania,2020,capital,ICT,Junior,59.53,966539,0.2378,736667,0.224,164991,7,0.4998,0.6783,295.15,0.0543,0.3834,0.4235,0.4465,low 2848,DRC,2021,remote,Education,Junior,95.53,586510,0.6,234604,0.1,23460,4,0.5767,0.6455,118.44,0.0616,0.1838,0.1803,0.2682,critical 2849,Uganda,2022,urban,Education,Mid_Level,46.01,375402,0.377,233880,0.2178,50929,8,0.5473,0.7064,272.21,0.0645,0.3585,0.4221,0.4142,low 2850,Tanzania,2019,urban,Administration,Junior,57.79,1068298,0.3442,700545,0.1842,129023,11,0.6066,0.7823,281.37,0.0688,0.3155,0.432,0.4296,low 2851,Senegal,2020,remote,Infrastructure,Senior,16.18,320411,0.3632,204034,0.148,30204,10,0.5445,0.7838,300.68,0.0553,0.3317,0.4667,0.4186,low 2852,Uganda,2019,urban,ICT,Senior,41.86,352004,0.4129,206652,0.2121,43822,9,0.6042,0.7709,426.27,0.0666,0.3825,0.4373,0.4199,low 2853,Uganda,2019,rural,Education,Junior,41.86,294947,0.4839,152219,0.1403,21360,6,0.5501,0.8197,181.61,0.0511,0.3235,0.4487,0.3793,low 2854,DRC,2020,capital,Health,Junior,92.57,592047,0.52,284206,0.1189,33780,3,0.5317,0.7118,137.51,0.0673,0.2401,0.1905,0.307,critical 2855,Botswana,2018,rural,Health,Junior,2.38,114653,0.2579,85086,0.2581,21959,22,0.5431,0.7776,473.75,0.0659,0.5605,0.6364,0.5414,moderate 2856,Tanzania,2025,remote,Finance,Junior,69.01,1388791,0.4029,829292,0.1171,97150,7,0.568,0.8005,268.0,0.0578,0.3558,0.4119,0.3929,low 2857,Botswana,2023,remote,Education,Junior,2.56,104558,0.3399,69023,0.2261,15605,20,0.5662,0.9296,393.58,0.0921,0.5575,0.7279,0.5395,moderate 2858,Senegal,2020,rural,Education,Junior,16.18,314040,0.2604,232260,0.2049,47593,12,0.5186,0.7619,267.86,0.0524,0.3278,0.4076,0.4539,low 2859,Ghana,2024,capital,Social_Services,Mid_Level,34.0,847363,0.2058,672960,0.2984,200812,11,0.4932,0.807,244.09,0.0499,0.3292,0.349,0.4895,low 2860,DRC,2025,urban,Infrastructure,Mid_Level,108.36,583553,0.5265,276313,0.1208,33381,4,0.5399,0.5954,107.15,0.0564,0.203,0.2353,0.2917,critical 2861,Mozambique,2018,urban,Infrastructure,Junior,28.12,279860,0.3641,177959,0.1526,27164,5,0.5236,0.6654,106.01,0.0564,0.2107,0.2244,0.353,low 2862,Botswana,2021,urban,Agriculture,Junior,2.49,119477,0.1516,101367,0.3677,37274,28,0.6333,0.8477,581.61,0.0766,0.4852,0.5707,0.6068,moderate 2863,Nigeria,2018,capital,Security,Mid_Level,198.33,4489382,0.2612,3316674,0.2326,771608,10,0.4678,0.7505,193.54,0.0519,0.3513,0.4111,0.4567,low 2864,South Africa,2019,capital,Education,Junior,59.58,3598832,0.2455,2715215,0.3339,906527,18,0.5158,0.8048,631.84,0.0684,0.5458,0.7389,0.5663,moderate 2865,South Africa,2023,urban,Education,Senior,61.51,3586637,0.2591,2657348,0.2995,795807,16,0.4889,0.7956,753.79,0.0913,0.5125,0.6762,0.5383,moderate 2866,Nigeria,2023,rural,Finance,Senior,224.39,4232248,0.5271,2001596,0.1487,297549,10,0.5401,0.7389,359.19,0.049,0.3764,0.3764,0.3665,low 2867,Ghana,2021,rural,Agriculture,Senior,31.94,711671,0.3286,477828,0.18,86010,15,0.6073,0.8001,390.45,0.0533,0.3371,0.408,0.4449,low 2868,Uganda,2018,rural,Social_Services,Junior,40.56,341997,0.5364,158532,0.1192,18891,6,0.5284,0.7837,235.31,0.0525,0.3039,0.4344,0.3521,low 2869,DRC,2020,rural,Education,Senior,92.57,529490,0.5911,216517,0.1,21651,4,0.583,0.7112,175.29,0.0627,0.2136,0.2027,0.2855,critical 2870,Botswana,2018,rural,ICT,Junior,2.38,100961,0.2094,79823,0.261,20830,22,0.563,0.846,590.89,0.0708,0.5279,0.7263,0.5702,moderate 2871,Rwanda,2022,urban,Administration,Junior,13.35,346460,0.1384,298503,0.3614,107876,19,0.5669,0.8826,522.09,0.0849,0.4678,0.6922,0.6016,moderate 2872,Rwanda,2018,capital,Health,Mid_Level,12.14,325584,0.1467,277811,0.319,88622,23,0.5164,0.8398,592.39,0.0741,0.5203,0.6308,0.5916,moderate 2873,Nigeria,2019,urban,Education,Mid_Level,203.29,3700955,0.402,2213174,0.244,539998,9,0.6161,0.7074,289.44,0.0545,0.3546,0.3287,0.4074,low 2874,DRC,2024,urban,Agriculture,Director,105.0,541216,0.6,216486,0.1164,25193,4,0.5118,0.6911,368.5,0.0572,0.224,0.2399,0.2891,critical 2875,Uganda,2024,remote,Security,Junior,49.0,430473,0.6,172189,0.1,17218,6,0.4865,0.7865,294.57,0.0678,0.3046,0.3315,0.3216,critical 2876,Tanzania,2020,rural,Social_Services,Senior,59.53,977494,0.4384,549001,0.1634,89718,11,0.5885,0.7543,438.72,0.0554,0.38,0.445,0.4044,low 2877,South Africa,2024,capital,Social_Services,Junior,62.0,3554038,0.2672,2604368,0.3254,847355,21,0.612,0.9036,380.85,0.0931,0.5626,0.6947,0.5783,moderate 2878,Nigeria,2021,rural,Health,Senior,213.58,3720483,0.4181,2165074,0.1498,324383,11,0.5594,0.7799,277.03,0.0569,0.3401,0.4164,0.4031,low 2879,Botswana,2018,urban,Education,Director,2.38,105390,0.1589,88641,0.3256,28863,19,0.531,0.9004,1416.79,0.0665,0.5417,0.545,0.5829,moderate 2880,Ethiopia,2024,capital,Education,Senior,126.0,1400248,0.355,903104,0.1825,164793,5,0.581,0.6684,133.99,0.0633,0.2303,0.1667,0.3593,low 2881,Senegal,2019,rural,Social_Services,Junior,15.76,371074,0.2809,266842,0.1762,47014,12,0.4985,0.7273,269.36,0.0563,0.3893,0.4731,0.4492,low 2882,Rwanda,2023,rural,Administration,Mid_Level,13.67,443786,0.1797,364023,0.258,93934,21,0.5088,0.8652,418.04,0.0666,0.5061,0.5456,0.557,moderate 2883,Mozambique,2025,remote,Security,Junior,33.89,345268,0.585,143272,0.1,14327,5,0.513,0.6083,155.03,0.053,0.2048,0.1804,0.271,critical 2884,Nigeria,2022,remote,Health,Junior,218.92,3818879,0.5826,1593984,0.1299,206992,11,0.5988,0.6903,311.58,0.0679,0.3655,0.3755,0.342,critical 2885,Mozambique,2023,rural,Education,Junior,32.13,330237,0.5936,134200,0.1,13420,7,0.474,0.6223,110.78,0.0644,0.1836,0.2162,0.2774,critical 2886,Senegal,2021,capital,Health,Junior,16.62,359656,0.1847,293240,0.2674,78408,11,0.6225,0.782,176.83,0.0594,0.2998,0.4018,0.4856,low 2887,South Africa,2020,remote,Infrastructure,Senior,60.06,3263005,0.4098,1925813,0.1737,334464,16,0.6138,0.9151,670.84,0.0798,0.4588,0.6384,0.4779,low 2888,Senegal,2024,capital,Education,Mid_Level,18.0,373502,0.1798,306341,0.2587,79241,12,0.6276,0.8088,259.28,0.0667,0.3575,0.399,0.4967,low 2889,Ghana,2019,urban,Finance,Executive,30.64,791059,0.318,539465,0.25,134860,9,0.6129,0.7244,1021.18,0.0497,0.3878,0.3201,0.4349,low 2890,Kenya,2025,capital,Education,Senior,56.15,1898343,0.1624,1589988,0.3457,549692,14,0.5204,0.7727,767.74,0.0681,0.5396,0.7153,0.5722,moderate 2891,Nigeria,2020,urban,Agriculture,Mid_Level,208.37,4066006,0.3581,2610002,0.2081,543111,9,0.4707,0.8162,235.21,0.0628,0.3489,0.3243,0.4247,low 2892,Tanzania,2018,urban,Security,Mid_Level,56.11,915452,0.2956,644801,0.207,133474,9,0.5094,0.8094,245.86,0.0582,0.3713,0.4449,0.4534,low 2893,Rwanda,2021,capital,Health,Junior,13.04,418448,0.1528,354488,0.3303,117099,17,0.5923,0.8609,581.75,0.086,0.4528,0.7106,0.5823,moderate 2894,Ethiopia,2021,rural,Education,Senior,117.0,1276030,0.5555,567139,0.1032,58515,5,0.5556,0.62,141.54,0.0487,0.2216,0.2031,0.2849,critical 2895,Nigeria,2023,rural,Social_Services,Junior,224.39,4928427,0.4384,2767616,0.1785,493948,10,0.6083,0.7305,278.47,0.0624,0.4024,0.3324,0.3931,low 2896,Kenya,2022,capital,Administration,Senior,52.76,1936284,0.1786,1590492,0.3543,563470,18,0.5355,0.9043,755.66,0.0722,0.5142,0.5248,0.5785,moderate 2897,Ethiopia,2023,rural,Security,Junior,122.93,1571706,0.6,628682,0.1201,75515,4,0.5378,0.6564,100.78,0.0486,0.2046,0.2252,0.2815,critical 2898,Botswana,2020,rural,Security,Junior,2.45,93719,0.245,70753,0.2602,18407,17,0.6223,0.9274,386.37,0.0714,0.5095,0.7672,0.5631,moderate 2899,Senegal,2025,remote,Finance,Executive,18.49,390179,0.338,258280,0.1426,36841,11,0.5929,0.7682,1192.39,0.0563,0.3277,0.4412,0.4208,low 2900,DRC,2021,capital,Education,Senior,95.53,646090,0.53,303674,0.1342,40766,4,0.4696,0.6603,190.17,0.0707,0.1795,0.2376,0.3018,critical 2901,Uganda,2023,capital,Infrastructure,Junior,47.48,391627,0.353,253370,0.2272,57556,7,0.5734,0.7303,303.53,0.0688,0.3663,0.3622,0.4184,low 2902,Uganda,2025,rural,Social_Services,Junior,50.57,444125,0.479,231373,0.1403,32472,8,0.5177,0.7115,250.03,0.0552,0.3621,0.3376,0.362,low 2903,Uganda,2021,rural,ICT,Mid_Level,44.58,348723,0.6,139489,0.1579,22020,8,0.5391,0.7156,268.58,0.068,0.4006,0.3474,0.3416,critical 2904,Nigeria,2020,remote,Social_Services,Mid_Level,208.37,3671953,0.6,1468781,0.1248,183348,9,0.4959,0.7227,255.37,0.0519,0.351,0.3277,0.33,critical 2905,Kenya,2021,remote,Security,Junior,51.68,1910564,0.2965,1344129,0.1667,224063,15,0.6329,0.7743,614.29,0.0864,0.4698,0.7487,0.493,low 2906,Nigeria,2021,rural,Justice,Junior,213.58,3723417,0.5163,1801155,0.1545,278200,12,0.5176,0.7372,239.55,0.0592,0.3986,0.3592,0.3759,low 2907,Ghana,2022,urban,Health,Junior,32.62,828212,0.2816,595024,0.2504,148992,16,0.5408,0.7998,180.26,0.0647,0.3294,0.4059,0.4757,low 2908,Ghana,2024,rural,Education,Mid_Level,34.0,828069,0.2971,582014,0.2057,119741,15,0.4901,0.7781,300.96,0.0623,0.3485,0.358,0.452,low 2909,Botswana,2019,urban,Security,Junior,2.41,108228,0.1966,86954,0.3374,29341,25,0.6232,0.8656,493.43,0.0757,0.4972,0.7191,0.5992,moderate 2910,Kenya,2023,rural,Education,Senior,53.87,1792312,0.2412,1360055,0.1986,270063,20,0.6014,0.908,777.64,0.0915,0.4983,0.6879,0.5442,moderate 2911,Kenya,2018,rural,Agriculture,Junior,48.55,1501897,0.2535,1121172,0.1944,218005,18,0.5799,0.921,505.27,0.0874,0.5141,0.7019,0.54,moderate 2912,Ghana,2020,urban,Health,Mid_Level,31.29,735836,0.2753,533282,0.3036,161893,13,0.5135,0.7522,265.33,0.0684,0.3808,0.3704,0.4775,low 2913,South Africa,2025,capital,Education,Junior,62.5,3124743,0.2202,2436795,0.3487,849623,14,0.4744,0.9221,570.44,0.0863,0.532,0.7005,0.5787,moderate 2914,Uganda,2018,remote,Finance,Mid_Level,40.56,362126,0.5952,146582,0.1,14658,9,0.5392,0.738,318.18,0.0693,0.3907,0.354,0.3339,critical 2915,Botswana,2024,rural,Security,Junior,2.6,118956,0.2236,92353,0.3032,28005,23,0.6128,0.8064,476.41,0.0809,0.5359,0.679,0.5698,moderate 2916,Rwanda,2018,urban,Education,Mid_Level,12.14,360995,0.131,313687,0.295,92544,27,0.6161,0.7741,529.3,0.0801,0.4386,0.5205,0.5705,moderate 2917,Mozambique,2020,rural,Health,Director,29.66,300419,0.6,120167,0.1152,13845,5,0.5329,0.6293,225.22,0.067,0.1793,0.2295,0.2766,critical 2918,DRC,2024,rural,Agriculture,Senior,105.0,546028,0.6,218411,0.1,21841,2,0.4794,0.6275,146.8,0.0651,0.2137,0.2336,0.2689,critical 2919,South Africa,2024,rural,Administration,Senior,62.0,2909558,0.299,2039677,0.2446,498857,17,0.6337,0.8541,919.17,0.0764,0.5498,0.5386,0.5159,moderate 2920,Botswana,2021,remote,Finance,Mid_Level,2.49,107219,0.3565,68997,0.2095,14458,26,0.6106,0.8734,508.6,0.0822,0.5178,0.5514,0.5162,moderate 2921,South Africa,2024,urban,Health,Mid_Level,62.0,3398026,0.2797,2447702,0.3983,974920,19,0.6578,0.8632,457.36,0.0857,0.4454,0.7712,0.5783,moderate 2922,Mozambique,2021,capital,Security,Junior,30.47,267079,0.3108,184066,0.1686,31028,4,0.5218,0.6486,149.59,0.0699,0.2365,0.192,0.3646,low 2923,Ghana,2021,rural,Health,Junior,31.94,899663,0.2922,636746,0.1891,120416,10,0.4726,0.8211,199.89,0.0584,0.3244,0.3986,0.4447,low 2924,Uganda,2024,rural,Agriculture,Mid_Level,49.0,348705,0.5189,167747,0.157,26339,8,0.4625,0.8011,299.21,0.0672,0.3831,0.4773,0.3857,low 2925,Botswana,2018,urban,ICT,Mid_Level,2.38,112853,0.1786,92702,0.3377,31301,28,0.5866,0.8603,423.14,0.0949,0.4545,0.7576,0.61,moderate 2926,Tanzania,2020,remote,Education,Senior,59.53,1103604,0.4185,641704,0.1104,70837,10,0.5671,0.7284,306.45,0.0679,0.3629,0.4291,0.3864,low 2927,DRC,2021,urban,Education,Junior,95.53,649502,0.5112,317493,0.1149,36483,3,0.4898,0.6741,132.27,0.0674,0.183,0.2299,0.3008,critical 2928,Ghana,2025,remote,Health,Mid_Level,34.71,982157,0.4966,494409,0.1276,63088,15,0.6169,0.792,236.78,0.0632,0.3727,0.3835,0.3897,low 2929,DRC,2024,urban,Education,Senior,105.0,599631,0.4443,333237,0.127,42330,4,0.5628,0.6293,191.15,0.0483,0.1786,0.1807,0.311,critical 2930,Botswana,2022,urban,Health,Senior,2.52,129224,0.1602,108520,0.4055,44005,24,0.5964,0.8481,862.43,0.0707,0.506,0.588,0.6079,moderate 2931,Kenya,2018,urban,Education,Mid_Level,48.55,1776004,0.1802,1456021,0.3414,497097,15,0.5951,0.8104,408.98,0.0915,0.5515,0.6115,0.5657,moderate 2932,Rwanda,2020,rural,Education,Senior,12.73,325665,0.1851,265391,0.2084,55317,22,0.6526,0.8738,573.36,0.0665,0.4589,0.6812,0.5559,moderate 2933,Senegal,2022,capital,Justice,Mid_Level,17.07,429861,0.2205,335057,0.2549,85397,8,0.5989,0.6807,227.31,0.0607,0.3573,0.4132,0.4577,low 2934,Uganda,2023,capital,Security,Senior,47.48,326337,0.2932,230669,0.241,55581,6,0.5169,0.7215,387.71,0.0651,0.3773,0.3769,0.4356,low 2935,Senegal,2020,urban,Education,Mid_Level,16.18,367882,0.2813,264381,0.2097,55447,8,0.5778,0.7625,184.38,0.0706,0.3658,0.3978,0.4428,low 2936,Ethiopia,2024,rural,Education,Junior,126.0,1490875,0.6,596350,0.1191,71039,4,0.4414,0.674,89.01,0.0683,0.2231,0.2078,0.284,critical 2937,South Africa,2021,capital,Security,Junior,60.54,3309008,0.1991,2650116,0.389,1030855,15,0.4919,0.845,562.93,0.0716,0.4897,0.7277,0.5835,moderate 2938,Rwanda,2022,urban,Education,Junior,13.35,358371,0.1926,289335,0.2833,81966,19,0.5251,0.899,469.39,0.0893,0.4781,0.7266,0.5755,moderate 2939,DRC,2025,urban,ICT,Director,108.36,555631,0.5539,247892,0.1209,29981,4,0.5428,0.6745,262.14,0.0677,0.1825,0.2126,0.2925,critical 2940,DRC,2019,rural,Social_Services,Junior,89.7,585594,0.6,234237,0.1,23423,3,0.4648,0.6014,141.86,0.055,0.2191,0.1603,0.2607,critical 2941,Ghana,2018,rural,Education,Senior,30.01,656310,0.3778,408342,0.2079,84906,13,0.5819,0.7124,435.11,0.0613,0.3802,0.3395,0.4189,low 2942,Senegal,2019,urban,Education,Junior,15.76,303063,0.2023,241768,0.2133,51571,7,0.5767,0.8152,238.85,0.0525,0.332,0.451,0.4708,low 2943,Rwanda,2025,capital,Health,Junior,14.34,415289,0.1154,367375,0.372,136664,19,0.5037,0.8873,581.23,0.0699,0.5295,0.5973,0.6074,moderate 2944,Botswana,2020,capital,Education,Junior,2.45,115922,0.1916,93709,0.3486,32663,19,0.5494,0.8317,597.26,0.0654,0.5068,0.6584,0.578,moderate 2945,Mozambique,2024,urban,Health,Junior,33.0,342927,0.4399,192071,0.1424,27358,4,0.4452,0.6586,89.84,0.0703,0.2291,0.1744,0.3248,critical 2946,Tanzania,2022,capital,Administration,Mid_Level,63.15,1074619,0.2831,770447,0.2001,154165,7,0.4859,0.7269,187.8,0.0712,0.3466,0.457,0.4362,low 2947,DRC,2018,remote,Security,Mid_Level,86.92,569437,0.6,227774,0.1,22777,4,0.458,0.5922,154.75,0.0692,0.2109,0.2225,0.2672,critical 2948,Mozambique,2025,rural,Health,Mid_Level,33.89,323798,0.4661,172865,0.1147,19824,6,0.5689,0.6626,103.38,0.062,0.2214,0.2078,0.3194,critical 2949,DRC,2019,remote,Education,Junior,89.7,546386,0.6,218554,0.1,21855,2,0.58,0.7095,98.28,0.0679,0.2364,0.161,0.2762,critical 2950,Senegal,2024,capital,Social_Services,Junior,18.0,418719,0.2434,316815,0.2314,73296,12,0.4853,0.6869,313.1,0.0702,0.3753,0.4624,0.4638,low 2951,Nigeria,2018,urban,Administration,Senior,198.33,3808331,0.3138,2613191,0.2449,639862,7,0.5724,0.7125,379.85,0.0526,0.3746,0.473,0.4419,low 2952,Tanzania,2022,remote,Finance,Junior,63.15,1252247,0.4035,746952,0.1099,82074,10,0.4896,0.8086,247.33,0.0539,0.3365,0.3654,0.3931,low 2953,Uganda,2023,capital,Social_Services,Junior,47.48,355056,0.3782,220757,0.2008,44331,7,0.5389,0.7139,255.19,0.0705,0.2978,0.4154,0.4015,low 2954,South Africa,2020,rural,Health,Junior,60.06,3092105,0.3658,1961112,0.2147,421026,23,0.563,0.9214,621.73,0.0884,0.5248,0.6762,0.5281,moderate 2955,Botswana,2024,capital,Social_Services,Mid_Level,2.6,126897,0.1676,105631,0.419,44263,20,0.5668,0.827,572.18,0.0704,0.5533,0.7356,0.6158,moderate 2956,Senegal,2024,remote,Finance,Senior,18.0,389359,0.3405,256797,0.1162,29849,8,0.4822,0.729,482.83,0.0538,0.3934,0.4497,0.4076,low 2957,DRC,2024,rural,ICT,Junior,105.0,626026,0.6,250410,0.1,25041,3,0.5091,0.7132,103.06,0.0699,0.189,0.2132,0.2797,critical 2958,Ghana,2020,remote,Security,Junior,31.29,881584,0.4129,517589,0.1658,85841,8,0.4871,0.7168,278.2,0.0672,0.3637,0.3299,0.3851,low 2959,Nigeria,2021,urban,Education,Junior,213.58,4249279,0.3448,2784169,0.2401,668409,8,0.5961,0.7992,292.99,0.0673,0.3527,0.4725,0.4462,low 2960,Nigeria,2020,urban,Social_Services,Senior,208.37,4103596,0.3845,2525838,0.2402,606790,9,0.6012,0.7505,453.56,0.0675,0.3076,0.4594,0.4257,low 2961,South Africa,2019,rural,Justice,Mid_Level,59.58,3556351,0.3558,2291155,0.2398,549415,21,0.6184,0.827,426.29,0.0797,0.5486,0.6839,0.5208,moderate 2962,Rwanda,2025,urban,Administration,Senior,14.34,411317,0.1586,346063,0.3717,128629,31,0.6072,0.9067,934.38,0.0721,0.4926,0.7168,0.6377,moderate 2963,Botswana,2018,rural,Education,Mid_Level,2.38,102995,0.2762,74546,0.2473,18433,22,0.5466,0.7743,603.05,0.0712,0.4507,0.5322,0.5122,moderate 2964,Uganda,2022,urban,Agriculture,Mid_Level,46.01,317928,0.3565,204593,0.1862,38095,9,0.4732,0.7866,318.04,0.0499,0.3325,0.4431,0.4255,low 2965,South Africa,2025,capital,Security,Mid_Level,62.5,3216917,0.2435,2433723,0.3836,933505,25,0.607,0.8528,550.79,0.0689,0.4946,0.5332,0.5782,moderate 2966,Mozambique,2023,rural,Social_Services,Senior,32.13,314821,0.6,125928,0.1,12592,5,0.4542,0.5981,214.42,0.0713,0.2093,0.1702,0.2652,critical 2967,Mozambique,2018,capital,Administration,Junior,28.12,313342,0.3629,199620,0.1552,30979,6,0.4533,0.6736,141.58,0.0485,0.1822,0.2018,0.3525,low 2968,Nigeria,2025,remote,Health,Senior,235.75,5129899,0.6,2051959,0.1087,223140,12,0.6009,0.7662,277.54,0.0538,0.3339,0.4572,0.3512,low 2969,Nigeria,2024,remote,Finance,Director,230.0,5146077,0.4542,2808937,0.1161,326240,11,0.5709,0.7084,730.55,0.0556,0.3607,0.4695,0.3823,low 2970,Tanzania,2019,capital,Security,Mid_Level,57.79,981813,0.2607,725889,0.2353,170784,10,0.5713,0.7159,215.95,0.0558,0.3128,0.3415,0.4415,low 2971,Tanzania,2024,rural,Education,Senior,67.0,1231591,0.4296,702492,0.1747,122722,7,0.5537,0.7213,465.66,0.0552,0.3632,0.3506,0.3833,low 2972,Rwanda,2020,urban,Justice,Junior,12.73,362209,0.1302,315045,0.3055,96256,21,0.5918,0.8333,644.14,0.0815,0.4272,0.7305,0.5871,moderate 2973,Senegal,2018,rural,Finance,Junior,15.34,385832,0.3234,261051,0.1983,51759,10,0.5338,0.7294,230.34,0.067,0.3007,0.3984,0.423,low 2974,Senegal,2020,rural,Education,Junior,16.18,359521,0.3553,231769,0.2032,47089,9,0.5333,0.7273,265.91,0.0568,0.3077,0.4183,0.4162,low 2975,Ghana,2018,capital,Administration,Senior,30.01,764468,0.1937,616368,0.2802,172682,11,0.58,0.7968,342.2,0.0581,0.3211,0.4365,0.4944,low 2976,South Africa,2020,rural,Security,Junior,60.06,3551002,0.3864,2178913,0.2583,562760,15,0.5041,0.7807,489.08,0.0725,0.5386,0.6333,0.4898,low 2977,Mozambique,2021,remote,Agriculture,Junior,30.47,348836,0.6,139534,0.1,13953,5,0.5464,0.6859,129.26,0.054,0.2379,0.2009,0.2843,critical 2978,Mozambique,2024,capital,Infrastructure,Director,33.0,348632,0.3247,235417,0.1607,37837,4,0.4957,0.6158,255.34,0.049,0.2174,0.2194,0.355,low 2979,Ethiopia,2020,rural,Infrastructure,Executive,114.15,1498146,0.6,599258,0.1229,73647,5,0.4531,0.6965,555.17,0.0548,0.1955,0.2019,0.2874,critical 2980,DRC,2020,remote,Education,Junior,92.57,479359,0.6,191743,0.1,19174,4,0.4708,0.705,111.31,0.0514,0.1905,0.1951,0.2793,critical 2981,Senegal,2022,rural,Health,Senior,17.07,357028,0.2928,252483,0.1893,47790,11,0.6244,0.7366,303.73,0.0713,0.3481,0.4258,0.4395,low 2982,Rwanda,2018,urban,ICT,Director,12.14,417203,0.183,340858,0.3234,110250,26,0.527,0.8999,1436.8,0.0867,0.4727,0.5891,0.5913,moderate 2983,Senegal,2024,remote,Finance,Junior,18.0,443606,0.4357,250331,0.1413,35374,13,0.5802,0.7676,281.52,0.0596,0.3276,0.3603,0.3928,low 2984,Kenya,2023,capital,Administration,Junior,53.87,1960955,0.1471,1672534,0.3309,553363,16,0.6071,0.7744,470.71,0.0915,0.5148,0.7221,0.5758,moderate 2985,Tanzania,2024,rural,Education,Junior,67.0,1043617,0.3477,680764,0.1595,108603,11,0.5623,0.7331,299.79,0.0588,0.3248,0.3328,0.4062,low 2986,Rwanda,2024,urban,Agriculture,Mid_Level,14.0,433235,0.1523,367247,0.3348,122957,19,0.5408,0.8563,370.74,0.0903,0.4231,0.6168,0.5756,moderate 2987,Ethiopia,2021,rural,Health,Senior,117.0,1372919,0.5673,594076,0.1,59407,6,0.5088,0.6346,145.47,0.0602,0.1987,0.1733,0.2806,critical 2988,Kenya,2024,rural,Education,Junior,55.0,1851879,0.3159,1266903,0.2296,290904,13,0.5739,0.8332,355.22,0.095,0.4334,0.6275,0.492,low 2989,Rwanda,2023,urban,Health,Mid_Level,13.67,438121,0.1846,357228,0.2927,104573,18,0.6483,0.8807,486.49,0.0872,0.4396,0.7692,0.575,moderate 2990,Mozambique,2023,remote,Infrastructure,Senior,32.13,304712,0.6,121884,0.1,12188,7,0.5594,0.6443,151.4,0.0624,0.2159,0.2025,0.281,critical 2991,Kenya,2023,capital,Infrastructure,Junior,53.87,1718887,0.168,1430182,0.3665,524214,13,0.5148,0.8556,470.29,0.0905,0.531,0.6963,0.5832,moderate 2992,Mozambique,2020,capital,Education,Mid_Level,29.66,261173,0.4337,147901,0.1733,25627,6,0.5106,0.6886,103.63,0.0709,0.2016,0.2152,0.3449,critical 2993,South Africa,2018,urban,Education,Junior,59.11,3070140,0.2161,2406803,0.3138,755163,24,0.5179,0.8712,368.09,0.087,0.5602,0.6317,0.5843,moderate 2994,Mozambique,2025,rural,Agriculture,Junior,33.89,384902,0.6,153960,0.1,15396,4,0.4942,0.6057,108.2,0.071,0.2328,0.1952,0.2687,critical 2995,Rwanda,2020,urban,Administration,Senior,12.73,424130,0.1789,348244,0.3238,112745,19,0.6311,0.8757,872.7,0.0875,0.4527,0.5943,0.5698,moderate 2996,Rwanda,2024,urban,Health,Mid_Level,14.0,394587,0.1712,327015,0.3321,108614,27,0.698,0.8121,642.69,0.0884,0.5422,0.7286,0.6066,moderate 2997,Mozambique,2018,rural,Health,Mid_Level,28.12,244094,0.4684,129748,0.1131,14674,7,0.5476,0.6448,143.65,0.0711,0.1819,0.1683,0.3104,critical 2998,Ghana,2025,capital,Security,Mid_Level,34.71,873483,0.2014,697586,0.3142,219162,13,0.623,0.7471,311.86,0.0524,0.3189,0.4718,0.5018,moderate 2999,Ethiopia,2018,urban,Health,Mid_Level,108.65,1413405,0.5484,638323,0.1377,87885,4,0.4877,0.7116,125.97,0.0561,0.1973,0.1855,0.3023,critical 3000,Tanzania,2023,urban,Security,Mid_Level,65.05,1004465,0.3192,683811,0.2301,157342,7,0.5517,0.8066,265.42,0.064,0.3711,0.3719,0.4405,low 3001,South Africa,2019,urban,Education,Mid_Level,59.58,3361253,0.206,2668702,0.3937,1050705,25,0.5337,0.8462,412.71,0.0948,0.4997,0.702,0.6065,moderate 3002,Mozambique,2025,rural,Administration,Junior,33.89,311396,0.5625,136250,0.1123,15305,4,0.5069,0.6922,96.78,0.0628,0.1829,0.1608,0.2857,critical 3003,Rwanda,2020,rural,Health,Junior,12.73,408188,0.2047,324634,0.2337,75868,25,0.6734,0.9139,369.09,0.0862,0.4963,0.6122,0.5677,moderate 3004,Botswana,2021,rural,Justice,Mid_Level,2.49,101000,0.264,74339,0.2686,19970,21,0.6618,0.9337,635.41,0.0876,0.5045,0.6031,0.5545,moderate 3005,Rwanda,2025,urban,Education,Junior,14.34,473404,0.1509,401983,0.3492,140384,26,0.5648,0.9096,603.46,0.0695,0.4344,0.6761,0.6121,moderate 3006,Senegal,2019,urban,Administration,Junior,15.76,343543,0.2231,266910,0.2352,62766,10,0.5011,0.7895,296.78,0.0609,0.3919,0.3419,0.4698,low 3007,DRC,2022,remote,Security,Executive,98.59,608526,0.6,243410,0.1,24341,2,0.4861,0.6944,350.55,0.0541,0.2406,0.2113,0.2793,critical 3008,South Africa,2021,capital,Justice,Director,60.54,3440870,0.193,2776724,0.3816,1059634,18,0.6413,0.8946,1476.48,0.0772,0.4202,0.7174,0.5901,moderate 3009,Nigeria,2023,capital,Justice,Junior,224.39,4810502,0.3256,3244040,0.2148,696716,11,0.5289,0.751,319.7,0.0701,0.3377,0.4335,0.4396,low 3010,Ghana,2022,rural,Education,Mid_Level,32.62,720582,0.4214,416898,0.2196,91535,10,0.5534,0.7318,198.37,0.0491,0.3839,0.3663,0.4093,low 3011,Kenya,2022,remote,Health,Mid_Level,52.76,2098965,0.3793,1302925,0.1539,200459,14,0.5998,0.7786,529.81,0.0715,0.5399,0.6186,0.4613,low 3012,Tanzania,2021,rural,Health,Mid_Level,61.31,1256833,0.4198,729189,0.1371,99991,11,0.4834,0.7303,202.25,0.0653,0.3253,0.3618,0.3851,low 3013,Senegal,2021,urban,Justice,Mid_Level,16.62,371714,0.2101,293613,0.277,81320,10,0.5201,0.7114,319.03,0.0626,0.3039,0.3508,0.4639,low 3014,Uganda,2021,capital,Agriculture,Junior,44.58,340563,0.4013,203902,0.2115,43132,5,0.5,0.8095,301.92,0.0662,0.3861,0.3346,0.4086,low 3015,Ethiopia,2018,capital,Health,Senior,108.65,1123059,0.4142,657944,0.1553,102148,5,0.5672,0.6846,166.85,0.0702,0.2349,0.2121,0.3452,critical 3016,South Africa,2022,urban,Security,Director,61.02,3055737,0.2345,2339055,0.3219,752998,25,0.6073,0.9295,1338.03,0.0734,0.5027,0.5604,0.5801,moderate 3017,Tanzania,2021,urban,Agriculture,Junior,61.31,1088806,0.3417,716774,0.1949,139719,11,0.5503,0.7693,190.64,0.0515,0.3744,0.4641,0.4401,low 3018,DRC,2022,capital,Social_Services,Director,98.59,621735,0.4191,361159,0.1227,44311,5,0.4719,0.6072,336.32,0.061,0.1914,0.2093,0.3195,critical 3019,Tanzania,2025,remote,Health,Senior,69.01,1289470,0.4489,710638,0.1033,73377,11,0.4671,0.7027,413.53,0.0662,0.3255,0.4379,0.3728,low 3020,Rwanda,2024,rural,Justice,Junior,14.0,469430,0.2214,365486,0.2303,84184,17,0.5835,0.7927,514.3,0.0701,0.5176,0.5431,0.5197,moderate 3021,Kenya,2022,urban,Education,Director,52.76,1861335,0.2228,1446644,0.3029,438149,20,0.6491,0.8352,1600.52,0.0689,0.5409,0.6567,0.5651,moderate 3022,Uganda,2019,rural,Health,Senior,41.86,366623,0.5733,156426,0.1288,20145,9,0.5928,0.7823,344.71,0.0596,0.333,0.4559,0.3576,low 3023,Ethiopia,2020,urban,Education,Junior,114.15,1420329,0.5352,660195,0.1736,114624,3,0.4424,0.6322,142.33,0.0698,0.1891,0.1829,0.2991,critical 3024,Mozambique,2025,rural,Finance,Junior,33.89,299551,0.4858,154033,0.1061,16337,6,0.5029,0.6638,95.23,0.0485,0.1848,0.1685,0.305,critical 3025,Nigeria,2025,capital,Health,Senior,235.75,4526390,0.2648,3328022,0.2309,768307,7,0.4615,0.777,361.5,0.0516,0.3807,0.3231,0.446,low 3026,Mozambique,2021,capital,Health,Mid_Level,30.47,273159,0.3177,186369,0.1502,27999,7,0.5257,0.5954,105.91,0.0587,0.1962,0.187,0.3533,low 3027,Botswana,2022,remote,Social_Services,Junior,2.52,123286,0.3017,86089,0.2207,18999,24,0.628,0.8266,563.96,0.0821,0.5074,0.6622,0.5307,moderate 3028,Ethiopia,2018,rural,Health,Junior,108.65,1294246,0.6,517698,0.1,51769,3,0.5067,0.7108,119.02,0.0665,0.2064,0.1753,0.2773,critical 3029,Mozambique,2018,urban,Administration,Junior,28.12,270156,0.4653,144451,0.1485,21443,6,0.4986,0.7079,109.38,0.055,0.2316,0.2348,0.3386,critical 3030,Ethiopia,2025,rural,Social_Services,Junior,129.15,1730661,0.6,692264,0.1086,75188,4,0.5562,0.641,154.46,0.0685,0.2283,0.1867,0.2748,critical 3031,DRC,2023,rural,Finance,Junior,101.74,653554,0.6,261421,0.1,26142,2,0.4817,0.6513,86.76,0.0615,0.2349,0.2078,0.272,critical 3032,Kenya,2022,capital,Finance,Mid_Level,52.76,2048888,0.2075,1623759,0.3312,537714,14,0.5906,0.9266,637.37,0.0959,0.4536,0.7376,0.574,moderate 3033,Uganda,2018,capital,Security,Junior,40.56,313626,0.2898,222739,0.184,40976,6,0.5326,0.7248,259.58,0.0636,0.2979,0.4556,0.4226,low 3034,Ghana,2018,remote,ICT,Director,30.01,759844,0.4985,381031,0.1326,50511,15,0.4799,0.7577,610.45,0.0671,0.3757,0.3728,0.3845,low 3035,Mozambique,2019,rural,ICT,Junior,28.88,309023,0.5796,129908,0.1,12990,4,0.5507,0.6022,145.26,0.0544,0.2158,0.1827,0.2703,critical 3036,DRC,2023,capital,Education,Mid_Level,101.74,626115,0.4953,316013,0.1101,34793,2,0.4679,0.5899,99.88,0.0494,0.2117,0.1684,0.2852,critical 3037,Senegal,2021,rural,Justice,Mid_Level,16.62,314119,0.3288,210850,0.1659,34980,11,0.6107,0.7648,316.09,0.053,0.3257,0.3438,0.4185,low 3038,Tanzania,2018,capital,Administration,Mid_Level,56.11,1142980,0.3024,797298,0.2524,201246,11,0.5055,0.8035,277.0,0.0624,0.3625,0.465,0.4683,low 3039,Mozambique,2025,capital,Health,Junior,33.89,370447,0.3221,251122,0.1585,39812,5,0.5843,0.6916,120.56,0.0571,0.2311,0.1795,0.3664,low 3040,Mozambique,2022,remote,Agriculture,Director,31.29,307433,0.6,122973,0.1,12297,6,0.5878,0.6932,224.0,0.0542,0.2252,0.2312,0.2896,critical 3041,Nigeria,2024,urban,Security,Mid_Level,230.0,4513491,0.3493,2936751,0.2647,777297,10,0.4905,0.7506,201.36,0.0645,0.3922,0.4281,0.4485,low 3042,Rwanda,2025,rural,Finance,Mid_Level,14.34,434281,0.2067,344510,0.2065,71133,28,0.5289,0.7997,486.16,0.0956,0.4616,0.7266,0.5587,moderate 3043,South Africa,2021,capital,Health,Junior,60.54,3128236,0.2189,2443475,0.3923,958645,14,0.52,0.769,611.57,0.0767,0.5024,0.7047,0.5644,moderate 3044,Senegal,2020,capital,Agriculture,Director,16.18,397893,0.1994,318540,0.2499,79616,10,0.4987,0.8197,450.5,0.0526,0.3005,0.4566,0.4863,low 3045,South Africa,2021,capital,Education,Junior,60.54,2830757,0.2688,2069974,0.4002,828476,21,0.5792,0.8483,581.61,0.0657,0.5146,0.6631,0.5804,moderate 3046,Uganda,2020,capital,Social_Services,Director,43.2,303690,0.3125,208800,0.2205,46046,8,0.5306,0.814,764.89,0.051,0.3125,0.3337,0.4337,low 3047,Ethiopia,2025,rural,Administration,Mid_Level,129.15,1657666,0.5355,769923,0.1,76992,6,0.5213,0.7142,107.26,0.0629,0.2146,0.1654,0.3013,critical 3048,Ghana,2022,remote,Finance,Mid_Level,32.62,864524,0.5005,431805,0.1615,69720,12,0.5388,0.746,320.35,0.0703,0.3629,0.3655,0.38,low 3049,Ethiopia,2025,capital,Health,Junior,129.15,1635955,0.3448,1071820,0.1586,169958,5,0.5448,0.596,98.53,0.0654,0.1858,0.1608,0.34,critical 3050,Nigeria,2025,rural,Finance,Mid_Level,235.75,4955724,0.4492,2729661,0.176,480329,11,0.4917,0.7386,220.69,0.0671,0.3783,0.4497,0.4028,low 3051,Kenya,2021,urban,Security,Junior,51.68,2067835,0.1927,1669428,0.3114,519893,20,0.623,0.8503,472.5,0.0844,0.4805,0.6739,0.5727,moderate 3052,Nigeria,2024,capital,Security,Junior,230.0,4922934,0.2651,3617871,0.2515,909891,8,0.5036,0.7693,239.68,0.0597,0.4024,0.3395,0.4562,low 3053,Nigeria,2021,urban,Social_Services,Junior,213.58,4135525,0.3809,2560426,0.2331,596847,12,0.4764,0.7181,258.66,0.0509,0.3481,0.3228,0.4179,low 3054,Senegal,2022,remote,Administration,Junior,17.07,319523,0.4718,168782,0.1371,23141,11,0.5954,0.734,238.02,0.0684,0.3491,0.4377,0.3826,low 3055,Botswana,2025,urban,Administration,Junior,2.64,134059,0.1743,110694,0.3401,37650,25,0.676,0.8956,572.04,0.0951,0.4984,0.7508,0.6132,moderate 3056,Kenya,2018,capital,Education,Director,48.55,1544819,0.1716,1279755,0.2892,370081,13,0.5657,0.7816,1549.4,0.0923,0.508,0.623,0.5422,moderate 3057,Botswana,2025,urban,Education,Junior,2.64,113879,0.195,91668,0.3586,32876,26,0.6269,0.8079,470.62,0.0871,0.4521,0.5438,0.5767,moderate 3058,Rwanda,2023,urban,Health,Mid_Level,13.67,417577,0.1313,362762,0.3516,127563,24,0.5112,0.9115,525.58,0.0948,0.4578,0.6273,0.6103,moderate 3059,Nigeria,2023,remote,Social_Services,Mid_Level,224.39,4885672,0.4713,2582861,0.1345,347327,10,0.5034,0.7108,218.24,0.0509,0.3262,0.3314,0.3632,low 3060,Ethiopia,2023,rural,Health,Mid_Level,122.93,1332630,0.6,533052,0.1261,67226,5,0.5331,0.661,88.62,0.0582,0.1978,0.198,0.2828,critical 3061,Tanzania,2025,rural,Agriculture,Mid_Level,69.01,1328113,0.3891,811358,0.174,141203,9,0.5743,0.6767,255.69,0.0567,0.3033,0.4234,0.3929,low 3062,Uganda,2025,rural,Health,Junior,50.57,385736,0.4835,199222,0.1202,23938,5,0.4958,0.695,204.2,0.0689,0.4018,0.4487,0.361,low 3063,Uganda,2019,capital,Agriculture,Senior,41.86,350696,0.4037,209105,0.2092,43740,9,0.5821,0.6826,344.41,0.0614,0.321,0.3845,0.3968,low 3064,Senegal,2023,rural,Social_Services,Junior,17.53,434305,0.3009,303600,0.2018,61266,9,0.5372,0.8148,216.62,0.0684,0.3501,0.3872,0.4437,low 3065,South Africa,2023,capital,Security,Junior,61.51,3466143,0.2381,2640884,0.3372,890400,15,0.578,0.7857,537.53,0.096,0.4346,0.6432,0.5379,moderate 3066,Senegal,2025,remote,Health,Senior,18.49,374792,0.4449,208030,0.1286,26743,9,0.5313,0.7014,357.94,0.0575,0.3986,0.4067,0.3791,low 3067,Ghana,2023,capital,ICT,Mid_Level,33.3,726428,0.2505,544464,0.278,151339,10,0.5104,0.7426,218.07,0.0667,0.3163,0.3427,0.4592,low 3068,Mozambique,2018,urban,Health,Junior,28.12,263902,0.5149,128005,0.1183,15138,4,0.5289,0.6497,91.51,0.0695,0.221,0.1996,0.3003,critical 3069,Kenya,2022,rural,Health,Director,52.76,1632031,0.2655,1198688,0.207,248173,19,0.6347,0.8698,1042.98,0.0889,0.5551,0.5619,0.525,moderate 3070,Senegal,2020,urban,Security,Junior,16.18,307983,0.2495,231138,0.2684,62030,9,0.5493,0.7955,179.32,0.0561,0.3293,0.4357,0.473,low 3071,Senegal,2023,rural,Infrastructure,Junior,17.53,377850,0.3105,260516,0.1882,49033,13,0.545,0.7708,201.65,0.0618,0.374,0.4422,0.4492,low 3072,Rwanda,2025,remote,Infrastructure,Senior,14.34,460675,0.2727,335068,0.1515,50773,32,0.7156,0.8531,680.0,0.0676,0.4246,0.7289,0.543,moderate 3073,Botswana,2021,urban,Education,Mid_Level,2.49,120575,0.2187,94204,0.3692,34776,19,0.5029,0.9102,606.07,0.0753,0.447,0.6951,0.5858,moderate 3074,South Africa,2024,rural,Health,Executive,62.0,3329888,0.3568,2141711,0.2176,466093,14,0.4937,0.8315,2533.73,0.0873,0.5634,0.6968,0.5009,moderate 3075,Rwanda,2018,rural,Security,Senior,12.14,369127,0.194,297509,0.2516,74859,28,0.6146,0.7811,711.2,0.0909,0.4611,0.7102,0.5687,moderate 3076,Ghana,2020,urban,Education,Junior,31.29,747271,0.2942,527460,0.2615,137941,10,0.5725,0.7523,240.38,0.0671,0.3376,0.4071,0.4542,low 3077,DRC,2018,urban,Education,Senior,86.92,446576,0.5832,186128,0.1244,23150,3,0.4747,0.6064,155.93,0.0699,0.1812,0.1965,0.2715,critical 3078,Botswana,2020,rural,Education,Junior,2.45,95628,0.2934,67572,0.2705,18280,16,0.6066,0.8976,488.34,0.0953,0.4497,0.7395,0.5379,moderate 3079,DRC,2024,rural,Infrastructure,Junior,105.0,560677,0.6,224270,0.1,22427,3,0.5082,0.5934,105.54,0.0569,0.2392,0.1754,0.263,critical 3080,Ethiopia,2018,capital,Infrastructure,Mid_Level,108.65,1184828,0.3776,737457,0.1589,117159,3,0.5607,0.6855,107.06,0.0618,0.1992,0.1621,0.3418,critical 3081,Rwanda,2022,rural,Education,Junior,13.35,372212,0.203,296667,0.2329,69097,28,0.5567,0.8851,639.36,0.0698,0.4911,0.6139,0.5708,moderate 3082,Nigeria,2022,remote,Administration,Junior,218.92,4716376,0.565,2051418,0.1363,279571,12,0.5828,0.6841,211.79,0.0669,0.2996,0.4029,0.3457,critical 3083,Senegal,2022,rural,Social_Services,Junior,17.07,395691,0.3616,252600,0.158,39907,10,0.5642,0.7264,230.58,0.0505,0.3788,0.3579,0.4067,low 3084,Kenya,2021,urban,Health,Junior,51.68,1620020,0.1808,1327064,0.2947,391113,17,0.5568,0.7772,455.11,0.0653,0.4534,0.5421,0.5371,moderate 3085,Uganda,2019,urban,Administration,Junior,41.86,358066,0.3311,239517,0.183,43836,7,0.466,0.7705,196.85,0.0672,0.3596,0.4386,0.4259,low 3086,South Africa,2019,urban,Security,Mid_Level,59.58,3283023,0.2476,2470078,0.3644,900099,21,0.5489,0.9149,569.72,0.0662,0.422,0.7062,0.5818,moderate 3087,Botswana,2023,remote,Security,Junior,2.56,99434,0.3191,67706,0.2014,13634,28,0.6503,0.918,576.97,0.0851,0.4993,0.6708,0.5453,moderate 3088,Nigeria,2022,rural,Education,Director,218.92,4456490,0.4387,2501259,0.1534,383782,8,0.5454,0.6978,438.74,0.0542,0.3294,0.4706,0.3833,low 3089,Tanzania,2022,urban,ICT,Junior,63.15,1293010,0.3494,841172,0.2279,191688,9,0.5877,0.7236,230.18,0.053,0.3243,0.3418,0.4173,low 3090,South Africa,2024,capital,Finance,Junior,62.0,3175269,0.2594,2351759,0.4144,974588,21,0.6171,0.9016,465.51,0.0784,0.4525,0.5819,0.5799,moderate 3091,Ethiopia,2025,rural,Finance,Junior,129.15,1662687,0.6,665074,0.1263,84024,5,0.543,0.6007,90.17,0.0544,0.214,0.2331,0.2789,critical 3092,Kenya,2024,urban,Education,Junior,55.0,1942423,0.2275,1500477,0.3342,501399,21,0.5878,0.8769,636.17,0.0856,0.4411,0.605,0.5653,moderate 3093,DRC,2018,capital,Infrastructure,Mid_Level,86.92,472843,0.4454,262218,0.1198,31419,4,0.4671,0.5894,128.92,0.0606,0.1787,0.2212,0.307,critical 3094,Mozambique,2021,rural,Security,Junior,30.47,274723,0.5675,118815,0.1,11881,4,0.4889,0.6405,145.19,0.0623,0.2371,0.1966,0.2826,critical 3095,Botswana,2021,urban,Health,Junior,2.49,97378,0.2044,77475,0.3529,27337,16,0.6067,0.8083,618.06,0.0903,0.4612,0.5813,0.5526,moderate 3096,Nigeria,2025,rural,Administration,Junior,235.75,4854088,0.408,2873641,0.1617,464628,7,0.5673,0.7538,293.8,0.0508,0.4022,0.3758,0.3968,low 3097,Mozambique,2025,rural,Health,Senior,33.89,345077,0.5043,171062,0.1,17106,7,0.607,0.6599,146.21,0.0562,0.1919,0.2086,0.3055,critical 3098,Uganda,2021,urban,Social_Services,Director,44.58,324236,0.3911,197415,0.1946,38418,6,0.5086,0.6834,452.96,0.0669,0.3331,0.4332,0.395,low 3099,DRC,2018,rural,Security,Senior,86.92,475294,0.6,190117,0.1,19011,3,0.4544,0.6298,230.26,0.0518,0.186,0.2398,0.2696,critical 3100,Mozambique,2021,capital,Infrastructure,Junior,30.47,297848,0.3128,204692,0.1542,31556,6,0.446,0.6517,152.04,0.0576,0.2386,0.2371,0.3707,low 3101,DRC,2019,rural,Social_Services,Mid_Level,89.7,580198,0.6,232079,0.1,23207,3,0.5342,0.7,109.88,0.0613,0.222,0.2343,0.2831,critical 3102,Rwanda,2021,urban,Health,Junior,13.04,334997,0.1605,281235,0.3278,92198,18,0.5173,0.8103,617.38,0.0672,0.4885,0.7252,0.5797,moderate 3103,Kenya,2024,rural,Education,Junior,55.0,1727436,0.2992,1210604,0.2103,254622,15,0.5055,0.8389,450.36,0.0754,0.4215,0.6403,0.4973,low 3104,Nigeria,2018,urban,Security,Mid_Level,198.33,3545875,0.3532,2293376,0.225,515910,9,0.4795,0.8241,233.9,0.059,0.3074,0.4281,0.4376,low 3105,Nigeria,2020,rural,Health,Junior,208.37,4474493,0.4313,2544727,0.1445,367784,11,0.62,0.7315,268.24,0.0569,0.3558,0.4382,0.3949,low 3106,Nigeria,2023,urban,Education,Mid_Level,224.39,4702543,0.3476,3068141,0.2052,629675,9,0.5753,0.697,307.51,0.0592,0.3806,0.3745,0.417,low 3107,Mozambique,2020,remote,Agriculture,Junior,29.66,337370,0.6,134948,0.1,13494,4,0.571,0.7097,111.57,0.0515,0.2136,0.1729,0.2801,critical 3108,Mozambique,2021,rural,Health,Director,30.47,323440,0.544,147476,0.1,14747,7,0.5242,0.7133,221.19,0.0545,0.2112,0.1709,0.3017,critical 3109,Rwanda,2020,urban,Education,Junior,12.73,355441,0.135,307474,0.2939,90366,18,0.6497,0.7924,350.38,0.0946,0.528,0.5894,0.5653,moderate 3110,Ghana,2025,remote,Justice,Mid_Level,34.71,889906,0.5344,414338,0.1455,60270,14,0.4914,0.7801,323.43,0.0482,0.3246,0.4456,0.3818,low 3111,Senegal,2023,rural,ICT,Junior,17.53,405843,0.3423,266923,0.1634,43610,9,0.5602,0.7732,265.01,0.0591,0.3697,0.3715,0.4179,low 3112,Rwanda,2019,urban,Agriculture,Senior,12.43,363642,0.1791,298508,0.3639,108634,23,0.5996,0.9197,660.11,0.0871,0.5014,0.6276,0.6046,moderate 3113,Senegal,2024,capital,Health,Junior,18.0,440700,0.2025,351463,0.2836,99687,9,0.5345,0.7534,211.81,0.0573,0.325,0.3361,0.4719,low 3114,Senegal,2021,rural,Health,Junior,16.62,361490,0.3801,224103,0.1851,41488,13,0.556,0.7955,189.44,0.0615,0.3346,0.4365,0.4302,low 3115,Tanzania,2025,rural,Health,Mid_Level,69.01,1333145,0.3215,904503,0.1413,127773,9,0.5062,0.6843,308.41,0.0709,0.3367,0.4789,0.4116,low 3116,Rwanda,2024,urban,Justice,Director,14.0,448642,0.1515,380686,0.2936,111775,23,0.5364,0.7687,1216.96,0.0745,0.4305,0.7466,0.576,moderate 3117,DRC,2018,rural,Agriculture,Executive,86.92,482997,0.6,193198,0.1,19319,4,0.5643,0.6075,422.58,0.0481,0.224,0.186,0.2671,critical 3118,Uganda,2019,rural,Education,Junior,41.86,308381,0.6,123352,0.144,17763,7,0.5266,0.8245,179.72,0.0519,0.3884,0.4056,0.3566,low 3119,Ethiopia,2025,rural,Security,Mid_Level,129.15,1325397,0.6,530158,0.1128,59787,3,0.4674,0.6305,104.61,0.0487,0.1962,0.2317,0.2731,critical 3120,Uganda,2022,urban,Health,Senior,46.01,392177,0.3244,264961,0.221,58554,6,0.4866,0.7202,478.89,0.0682,0.3644,0.3991,0.4235,low 3121,DRC,2020,urban,Education,Senior,92.57,585631,0.5199,281179,0.1326,37284,3,0.447,0.6329,232.04,0.0486,0.1836,0.1873,0.2927,critical 3122,Botswana,2025,urban,Security,Senior,2.64,124831,0.158,105108,0.3306,34751,19,0.6271,0.9013,601.61,0.0761,0.4371,0.643,0.5839,moderate 3123,Uganda,2020,remote,Education,Junior,43.2,347719,0.6,139087,0.1009,14032,8,0.5187,0.7603,250.35,0.069,0.3571,0.3807,0.333,critical 3124,South Africa,2024,capital,Education,Junior,62.0,3353953,0.2585,2487034,0.3841,955276,19,0.5009,0.9299,438.66,0.0681,0.5389,0.7515,0.5974,moderate 3125,Ghana,2020,urban,Justice,Junior,31.29,896457,0.251,671458,0.2679,179859,9,0.4631,0.6917,223.17,0.0701,0.3516,0.3721,0.4529,low 3126,DRC,2021,urban,Security,Mid_Level,95.53,552309,0.5802,231857,0.1117,25909,4,0.5312,0.6113,95.75,0.0541,0.2363,0.2259,0.2808,critical 3127,Rwanda,2025,rural,Administration,Junior,14.34,445548,0.2066,353486,0.2609,92240,32,0.6743,0.8979,614.28,0.0671,0.4873,0.7104,0.598,moderate 3128,Ethiopia,2022,rural,Education,Junior,119.93,1621513,0.6,648605,0.1158,75118,3,0.4524,0.6412,93.05,0.0516,0.1836,0.1835,0.2693,critical 3129,Rwanda,2018,rural,Agriculture,Mid_Level,12.14,417502,0.2144,327974,0.2613,85693,20,0.5391,0.8208,647.1,0.093,0.4824,0.7396,0.557,moderate 3130,Tanzania,2019,rural,Health,Mid_Level,57.79,953625,0.4096,563035,0.1534,86394,9,0.4815,0.751,222.46,0.0515,0.35,0.3421,0.3903,low 3131,Botswana,2021,urban,Infrastructure,Mid_Level,2.49,99623,0.1723,82458,0.3759,30995,27,0.5276,0.7804,589.08,0.0749,0.4543,0.5797,0.5889,moderate 3132,Nigeria,2025,urban,Health,Junior,235.75,4376433,0.2928,3095128,0.2642,817627,9,0.5668,0.8098,205.84,0.0511,0.3248,0.434,0.4627,low 3133,Kenya,2021,urban,Health,Junior,51.68,1758226,0.1742,1451979,0.3349,486264,22,0.6631,0.8441,436.06,0.0795,0.4318,0.7654,0.5915,moderate 3134,Senegal,2023,urban,Justice,Junior,17.53,414676,0.2335,317866,0.2733,86873,14,0.526,0.7577,210.69,0.0672,0.3492,0.4774,0.4913,low 3135,Uganda,2025,urban,Health,Mid_Level,50.57,382461,0.3651,242824,0.1951,47376,7,0.534,0.7191,198.31,0.0524,0.3731,0.3949,0.4097,low 3136,Botswana,2021,remote,Administration,Junior,2.49,121880,0.2832,87358,0.215,18785,18,0.5111,0.9247,517.49,0.0752,0.5475,0.5954,0.5309,moderate 3137,Nigeria,2018,urban,Security,Mid_Level,198.33,3935280,0.3389,2601721,0.233,606310,9,0.4689,0.6987,283.64,0.0674,0.339,0.3727,0.422,low 3138,Mozambique,2022,capital,Agriculture,Mid_Level,31.29,307425,0.3074,212915,0.1713,36469,4,0.4561,0.6352,140.07,0.0664,0.2107,0.2039,0.3627,low 3139,Ghana,2021,capital,Education,Junior,31.94,811668,0.2553,604476,0.337,203714,12,0.5763,0.8191,216.8,0.0589,0.3732,0.4104,0.5017,moderate 3140,Senegal,2025,rural,Administration,Junior,18.49,443724,0.2868,316446,0.155,49036,8,0.5449,0.7186,196.59,0.0631,0.3487,0.3809,0.4178,low 3141,Kenya,2022,rural,Security,Mid_Level,52.76,2025336,0.3092,1399191,0.2157,301786,13,0.4883,0.8736,630.89,0.0652,0.4896,0.5705,0.4962,low 3142,Rwanda,2022,rural,Justice,Executive,13.35,398684,0.2301,306939,0.2633,80822,27,0.6927,0.8067,1561.97,0.0688,0.5418,0.5337,0.5544,moderate 3143,DRC,2024,rural,Security,Mid_Level,105.0,615711,0.6,246284,0.1,24628,5,0.446,0.6145,146.96,0.0497,0.1791,0.2302,0.2706,critical 3144,Ghana,2024,urban,ICT,Mid_Level,34.0,752870,0.2657,552804,0.299,165296,13,0.5662,0.7375,212.21,0.0627,0.3137,0.4496,0.4778,low 3145,Kenya,2019,capital,Health,Senior,49.57,1718249,0.1727,1421501,0.3381,480660,18,0.6373,0.8234,609.2,0.0918,0.4871,0.6707,0.5757,moderate 3146,Senegal,2019,remote,Administration,Junior,15.76,296714,0.3284,199278,0.1264,25194,10,0.5291,0.7603,213.61,0.053,0.3998,0.3649,0.415,low 3147,Senegal,2025,rural,Health,Mid_Level,18.49,465932,0.368,294458,0.1686,49656,8,0.5257,0.6898,219.65,0.07,0.3661,0.4453,0.4048,low 3148,Mozambique,2022,capital,Health,Senior,31.29,306241,0.384,188644,0.1366,25775,5,0.4626,0.6116,222.0,0.0652,0.2322,0.2299,0.3386,critical 3149,Ghana,2022,urban,Infrastructure,Junior,32.62,893021,0.3027,622717,0.2702,168241,11,0.4906,0.6863,223.75,0.0705,0.3047,0.4719,0.45,low 3150,Rwanda,2022,urban,Health,Junior,13.35,405885,0.1684,337537,0.317,107001,21,0.4987,0.8103,564.45,0.0834,0.4397,0.7263,0.5778,moderate 3151,Ethiopia,2019,rural,Infrastructure,Mid_Level,111.37,1169213,0.6,467685,0.1194,55860,4,0.4599,0.6823,113.96,0.0635,0.1791,0.1747,0.2776,critical 3152,Mozambique,2023,capital,Health,Junior,32.13,353366,0.3604,226003,0.1526,34479,6,0.504,0.5972,102.49,0.0518,0.2358,0.2192,0.3481,critical 3153,Botswana,2024,rural,Health,Mid_Level,2.6,116370,0.2797,83823,0.3059,25639,20,0.5982,0.8168,618.14,0.0721,0.4681,0.7509,0.551,moderate 3154,Uganda,2018,urban,Agriculture,Mid_Level,40.56,287509,0.3304,192516,0.1877,36132,7,0.5981,0.7883,264.8,0.053,0.3922,0.351,0.4244,low 3155,Kenya,2025,remote,ICT,Junior,56.15,1751676,0.3549,1130032,0.1641,185450,16,0.5735,0.8822,449.64,0.0747,0.5062,0.5385,0.4791,low 3156,Botswana,2023,rural,Administration,Senior,2.56,115504,0.2897,82044,0.2681,21993,26,0.5249,0.8855,562.85,0.0649,0.4903,0.5511,0.5466,moderate 3157,Rwanda,2020,rural,Infrastructure,Mid_Level,12.73,414481,0.2143,325660,0.2695,87754,20,0.5078,0.8191,578.75,0.0671,0.4851,0.6685,0.552,moderate 3158,Rwanda,2024,rural,Education,Junior,14.0,443179,0.2471,333676,0.2118,70672,28,0.5638,0.7957,451.27,0.0894,0.5257,0.6445,0.5475,moderate 3159,DRC,2023,urban,Education,Senior,101.74,528746,0.6,211498,0.1255,26545,4,0.5267,0.6903,129.05,0.0622,0.1949,0.2111,0.2855,critical 3160,Ghana,2023,capital,Health,Mid_Level,33.3,942553,0.2557,701550,0.2926,205275,15,0.6136,0.7849,240.61,0.0598,0.3253,0.4507,0.4921,low 3161,Botswana,2020,rural,Administration,Mid_Level,2.45,98876,0.2041,78694,0.2828,22252,18,0.4929,0.8234,524.64,0.0816,0.4411,0.677,0.55,moderate 3162,Uganda,2021,urban,Administration,Junior,44.58,359635,0.3521,232997,0.1742,40583,7,0.5549,0.7659,313.52,0.0671,0.3184,0.4217,0.4119,low 3163,South Africa,2022,urban,Finance,Director,61.02,3198859,0.2862,2283384,0.3446,786755,23,0.5735,0.7651,1249.89,0.0815,0.4335,0.6929,0.5495,moderate 3164,Nigeria,2024,remote,Education,Junior,230.0,5094571,0.6,2037828,0.1091,222303,7,0.4574,0.7444,292.68,0.0502,0.3698,0.3474,0.3282,critical 3165,Ethiopia,2018,rural,Agriculture,Junior,108.65,1234262,0.5932,502091,0.1264,63475,6,0.5283,0.7102,125.88,0.0504,0.2092,0.2316,0.2989,critical 3166,South Africa,2023,remote,Infrastructure,Director,61.51,3520637,0.4827,1821280,0.2169,394972,17,0.5898,0.8086,1515.42,0.0827,0.4423,0.6295,0.4545,low 3167,Nigeria,2019,urban,Health,Director,203.29,4183575,0.4037,2494500,0.2084,519833,9,0.6053,0.7788,463.76,0.0692,0.3173,0.3619,0.4084,low 3168,DRC,2023,rural,Security,Junior,101.74,564566,0.6,225826,0.1,22582,2,0.5347,0.7009,155.26,0.0672,0.1913,0.2009,0.2743,critical 3169,Uganda,2025,capital,Education,Junior,50.57,417842,0.425,240251,0.2089,50189,7,0.5502,0.8027,217.95,0.063,0.3947,0.4702,0.4204,low 3170,DRC,2021,capital,Administration,Director,95.53,503936,0.3996,302554,0.1141,34520,4,0.4854,0.6162,353.93,0.0539,0.239,0.1951,0.3245,critical 3171,South Africa,2021,remote,Health,Junior,60.54,3144444,0.4424,1753378,0.1895,332190,25,0.6888,0.7719,399.64,0.0817,0.5562,0.5928,0.48,low 3172,Tanzania,2020,capital,ICT,Junior,59.53,1092269,0.2136,858934,0.2424,208183,8,0.5425,0.687,188.66,0.0502,0.3852,0.4359,0.4623,low 3173,DRC,2019,urban,Finance,Junior,89.7,593089,0.5104,290379,0.1214,35254,4,0.5801,0.6815,86.48,0.0517,0.2065,0.1674,0.3024,critical 3174,Uganda,2021,remote,Education,Mid_Level,44.58,330968,0.5492,149192,0.1,14919,5,0.4886,0.8191,268.1,0.051,0.3049,0.4753,0.3511,low 3175,Ghana,2019,urban,Social_Services,Mid_Level,30.64,703288,0.2878,500908,0.2591,129791,13,0.4852,0.807,264.32,0.0481,0.3562,0.3779,0.4698,low 3176,Mozambique,2025,capital,Education,Senior,33.89,310973,0.3553,200484,0.1635,32779,6,0.5019,0.6458,185.65,0.0693,0.2202,0.2074,0.3567,low 3177,Tanzania,2024,urban,Finance,Mid_Level,67.0,1171222,0.2945,826279,0.1936,159995,9,0.5585,0.8034,187.81,0.0696,0.3065,0.4392,0.4424,low 3178,Nigeria,2022,urban,Administration,Mid_Level,218.92,3754100,0.3403,2476656,0.2332,577678,11,0.5209,0.6861,227.42,0.0625,0.3547,0.4555,0.4347,low 3179,Ghana,2020,rural,ICT,Junior,31.29,767201,0.4312,436408,0.1751,76411,13,0.5305,0.6819,289.12,0.0528,0.3912,0.3869,0.3986,low 3180,Botswana,2019,capital,Social_Services,Junior,2.41,100665,0.1511,85451,0.4133,35313,19,0.6512,0.7734,396.76,0.0777,0.4471,0.7224,0.596,moderate 3181,Rwanda,2025,urban,Social_Services,Senior,14.34,386034,0.1347,334049,0.3359,112213,32,0.6905,0.8698,574.92,0.089,0.5169,0.7628,0.6387,moderate 3182,Rwanda,2023,capital,Agriculture,Junior,13.67,400482,0.1517,339745,0.3951,134233,28,0.5243,0.79,458.96,0.0859,0.5097,0.651,0.6154,moderate 3183,Ghana,2021,rural,Health,Mid_Level,31.94,872533,0.3272,587017,0.1785,104778,13,0.4983,0.7482,313.42,0.0495,0.393,0.3505,0.4319,low 3184,Ghana,2021,capital,Security,Executive,31.94,751208,0.2808,540290,0.3143,169803,15,0.5889,0.7773,1266.25,0.0655,0.3865,0.3655,0.4877,low 3185,Ethiopia,2019,rural,Education,Junior,111.37,1478945,0.6,591578,0.1269,75079,4,0.482,0.6128,154.3,0.0583,0.2365,0.1876,0.2761,critical 3186,Tanzania,2020,rural,Agriculture,Mid_Level,59.53,1052298,0.3907,641182,0.1725,110624,7,0.4569,0.6759,249.25,0.0676,0.368,0.4785,0.399,low 3187,Mozambique,2022,rural,Agriculture,Senior,31.29,267319,0.5683,115406,0.1,11540,7,0.4785,0.5883,194.22,0.063,0.1986,0.2032,0.2789,critical 3188,Ethiopia,2022,urban,Finance,Junior,119.93,1556156,0.4516,853465,0.1607,137170,4,0.4637,0.6761,114.05,0.0524,0.2373,0.2315,0.3356,critical 3189,Tanzania,2023,rural,Security,Junior,65.05,1087607,0.4106,641054,0.1681,107754,8,0.5951,0.7333,231.47,0.0582,0.3714,0.3244,0.3889,low 3190,Botswana,2020,rural,Infrastructure,Junior,2.45,115418,0.2924,81665,0.2692,21985,25,0.5457,0.8454,437.39,0.0958,0.4487,0.7663,0.555,moderate 3191,South Africa,2021,urban,Infrastructure,Junior,60.54,2957104,0.2438,2236218,0.372,831847,22,0.6758,0.78,577.79,0.0702,0.4916,0.5711,0.5603,moderate 3192,Nigeria,2025,urban,Finance,Junior,235.75,4642794,0.2849,3319856,0.2438,809262,10,0.4751,0.6904,218.94,0.0594,0.3209,0.341,0.4344,low 3193,Senegal,2018,urban,Security,Mid_Level,15.34,315514,0.2372,240666,0.2559,61585,10,0.6175,0.7789,261.76,0.0599,0.3492,0.3667,0.4681,low 3194,Nigeria,2018,rural,Administration,Executive,198.33,3852297,0.5304,1809219,0.1782,322401,9,0.6033,0.8203,1020.36,0.0667,0.379,0.4174,0.3871,low 3195,Senegal,2021,capital,ICT,Junior,16.62,325534,0.2052,258740,0.2606,67432,9,0.4682,0.8099,251.99,0.0713,0.3897,0.399,0.4867,low 3196,Nigeria,2021,urban,ICT,Mid_Level,213.58,4708176,0.4029,2811108,0.2119,595587,12,0.5964,0.7432,317.32,0.0622,0.3388,0.3456,0.4122,low 3197,Ethiopia,2023,rural,Education,Junior,122.93,1278211,0.6,511284,0.1154,58982,6,0.4495,0.6006,86.27,0.0707,0.2108,0.1797,0.273,critical 3198,Ghana,2018,capital,Security,Mid_Level,30.01,803121,0.2175,628475,0.2887,181420,13,0.5044,0.7181,196.24,0.0651,0.3586,0.3911,0.483,low 3199,Mozambique,2022,capital,Social_Services,Senior,31.29,283028,0.4432,157577,0.1464,23067,5,0.5249,0.6881,143.71,0.0544,0.2375,0.235,0.3387,critical 3200,Ethiopia,2024,capital,Agriculture,Junior,126.0,1321824,0.3487,860914,0.186,160116,3,0.4769,0.6046,125.41,0.0662,0.1952,0.2226,0.3493,critical 3201,Kenya,2019,urban,Education,Mid_Level,49.57,1985376,0.2217,1545256,0.2808,433926,22,0.62,0.8422,624.88,0.0884,0.5237,0.5722,0.5557,moderate 3202,Kenya,2019,rural,Security,Senior,49.57,1873335,0.3135,1285977,0.2156,277301,15,0.5158,0.7829,742.3,0.0799,0.4333,0.6769,0.4915,low 3203,Kenya,2020,urban,Infrastructure,Junior,50.61,1869789,0.2033,1489664,0.3026,450754,16,0.4834,0.8961,639.95,0.0682,0.459,0.7402,0.5692,moderate 3204,Senegal,2023,urban,Security,Director,17.53,353161,0.2605,261176,0.2695,70376,8,0.6013,0.8189,712.4,0.0604,0.3609,0.4237,0.4736,low 3205,Mozambique,2019,urban,Health,Junior,28.88,310081,0.4986,155469,0.1332,20715,6,0.5389,0.6464,133.98,0.0516,0.1832,0.1878,0.3077,critical 3206,Ethiopia,2025,remote,Security,Mid_Level,129.15,1611736,0.6,644694,0.1,64469,3,0.4382,0.7114,137.61,0.0646,0.2317,0.2086,0.2832,critical 3207,Mozambique,2023,rural,Health,Junior,32.13,326719,0.4831,168873,0.1056,17836,7,0.5815,0.627,98.59,0.071,0.236,0.1851,0.3093,critical 3208,South Africa,2025,rural,Education,Junior,62.5,3741457,0.3751,2338080,0.2609,609970,25,0.6657,0.7777,499.64,0.0927,0.4328,0.5388,0.4978,low 3209,Nigeria,2024,rural,Health,Junior,230.0,5058998,0.3976,3047293,0.1501,457266,12,0.5982,0.7356,268.91,0.0583,0.3263,0.4779,0.4089,low 3210,Kenya,2022,urban,Finance,Mid_Level,52.76,1729025,0.1968,1388801,0.3198,444152,20,0.6326,0.7669,510.47,0.0759,0.5057,0.7492,0.5713,moderate 3211,Rwanda,2024,urban,Security,Junior,14.0,373147,0.1442,319333,0.3137,100166,25,0.5816,0.8717,387.25,0.0807,0.4565,0.6148,0.5928,moderate 3212,Nigeria,2022,capital,Education,Senior,218.92,4086182,0.3317,2730598,0.2317,632561,11,0.4941,0.8177,297.1,0.072,0.3215,0.4336,0.4506,low 3213,Uganda,2020,capital,Health,Junior,43.2,336064,0.3716,211199,0.2086,44065,8,0.4675,0.7765,292.78,0.0535,0.3807,0.36,0.4198,low 3214,Ethiopia,2021,remote,Security,Mid_Level,117.0,1349144,0.6,539657,0.1,53965,6,0.5753,0.6001,113.69,0.0621,0.2229,0.1742,0.2697,critical 3215,Botswana,2024,urban,Health,Junior,2.6,123534,0.2083,97799,0.3486,34090,17,0.5203,0.8317,539.56,0.07,0.5328,0.5847,0.5641,moderate 3216,Rwanda,2024,remote,Health,Director,14.0,445876,0.3118,306844,0.1683,51639,30,0.6157,0.7972,1622.44,0.0943,0.4348,0.6386,0.5161,moderate 3217,Senegal,2025,urban,Infrastructure,Junior,18.49,396873,0.2428,300502,0.2622,78798,10,0.5619,0.6902,289.57,0.0481,0.3649,0.4522,0.4651,low 3218,Rwanda,2024,capital,Social_Services,Junior,14.0,365360,0.1626,305958,0.3192,97661,24,0.6741,0.8005,584.18,0.0827,0.4761,0.6394,0.5808,moderate 3219,Mozambique,2021,remote,Social_Services,Junior,30.47,322678,0.6,129071,0.1,12907,4,0.4906,0.6287,126.97,0.053,0.212,0.2384,0.2743,critical 3220,Ghana,2018,urban,Health,Mid_Level,30.01,692017,0.3135,475089,0.2548,121045,15,0.4767,0.7998,214.25,0.0528,0.3903,0.3687,0.4687,low 3221,Nigeria,2022,rural,Finance,Junior,218.92,4933087,0.4766,2582223,0.1878,484881,11,0.5887,0.7635,175.93,0.0692,0.3847,0.4363,0.4019,low 3222,Ghana,2025,capital,Education,Junior,34.71,906022,0.2341,693935,0.259,179696,13,0.5253,0.7486,214.21,0.0519,0.3448,0.3562,0.4711,low 3223,South Africa,2021,urban,Administration,Junior,60.54,3002828,0.2864,2142682,0.3253,696971,19,0.6213,0.7657,636.97,0.0788,0.5281,0.7594,0.5508,moderate 3224,Ethiopia,2025,urban,Infrastructure,Junior,129.15,1564846,0.5254,742753,0.1473,109390,4,0.5327,0.6202,127.68,0.0516,0.2177,0.1715,0.2974,critical 3225,Kenya,2024,capital,Security,Mid_Level,55.0,1881878,0.1905,1523430,0.3709,565084,13,0.5812,0.8347,552.18,0.092,0.5125,0.5616,0.5602,moderate 3226,Botswana,2021,urban,Health,Mid_Level,2.49,119046,0.2088,94183,0.3275,30840,25,0.5759,0.8009,507.3,0.0823,0.4836,0.7386,0.5845,moderate 3227,Mozambique,2019,urban,Education,Junior,28.88,274897,0.4697,145782,0.1396,20346,5,0.5161,0.6256,92.8,0.0622,0.2299,0.2231,0.3191,critical 3228,Senegal,2019,urban,Infrastructure,Senior,15.76,315053,0.2073,249757,0.2783,69508,8,0.6101,0.7648,374.77,0.0525,0.3879,0.3475,0.476,low 3229,Ethiopia,2021,capital,Health,Mid_Level,117.0,1280939,0.4369,721254,0.1793,129291,4,0.5402,0.6163,142.89,0.0529,0.2157,0.2269,0.3323,critical 3230,DRC,2024,capital,Education,Senior,105.0,696327,0.5062,343852,0.1112,38237,3,0.5828,0.5989,212.55,0.058,0.2254,0.1643,0.2876,critical 3231,Ethiopia,2018,urban,Administration,Mid_Level,108.65,1347531,0.5666,584071,0.1469,85826,6,0.4626,0.6072,118.42,0.071,0.2228,0.169,0.2904,critical 3232,Senegal,2025,rural,Security,Mid_Level,18.49,393702,0.2734,286047,0.1856,53101,8,0.5464,0.7559,264.48,0.0678,0.3407,0.3899,0.4345,low 3233,Tanzania,2018,urban,Health,Junior,56.11,987825,0.286,705332,0.2438,171953,6,0.4689,0.7876,178.36,0.0636,0.376,0.4206,0.4523,low 3234,Ghana,2020,capital,ICT,Senior,31.29,836317,0.21,660727,0.2879,190227,14,0.4895,0.8186,477.43,0.0516,0.3182,0.3783,0.4969,low 3235,Uganda,2021,urban,Security,Mid_Level,44.58,322870,0.3663,204607,0.1874,38337,7,0.595,0.6894,295.65,0.0555,0.3738,0.3613,0.3997,low 3236,Kenya,2021,urban,Justice,Junior,51.68,1725385,0.2048,1372004,0.3226,442555,13,0.4849,0.8871,459.84,0.0693,0.4552,0.6755,0.5581,moderate 3237,Botswana,2025,rural,Social_Services,Mid_Level,2.64,114165,0.2986,80076,0.235,18820,26,0.5602,0.8683,644.72,0.091,0.5415,0.734,0.5569,moderate 3238,Senegal,2021,urban,Infrastructure,Junior,16.62,363184,0.2067,288104,0.2754,79348,12,0.476,0.774,288.8,0.0687,0.3321,0.4209,0.4886,low 3239,Nigeria,2020,rural,Administration,Junior,208.37,3898667,0.3785,2422998,0.1629,394700,7,0.5728,0.7397,255.14,0.0658,0.3723,0.3703,0.3988,low 3240,South Africa,2024,urban,Education,Junior,62.0,3538525,0.2222,2752280,0.3062,842834,19,0.6489,0.8871,589.42,0.0726,0.5393,0.628,0.5683,moderate 3241,Botswana,2025,urban,Agriculture,Director,2.64,134729,0.1525,114178,0.3399,38813,24,0.5072,0.819,1022.24,0.0808,0.5043,0.5691,0.587,moderate 3242,Kenya,2022,urban,ICT,Junior,52.76,2035362,0.243,1540854,0.3118,480504,19,0.5117,0.8246,404.45,0.0827,0.555,0.5277,0.5467,moderate 3243,Rwanda,2021,rural,Finance,Mid_Level,13.04,385637,0.2244,299091,0.2048,61241,25,0.6021,0.7959,510.43,0.0788,0.5037,0.6666,0.544,moderate 3244,Botswana,2021,rural,Education,Mid_Level,2.49,109418,0.2506,82000,0.293,24026,25,0.5176,0.8491,387.43,0.0873,0.5615,0.6809,0.5747,moderate 3245,Ethiopia,2021,capital,Education,Mid_Level,117.0,1564464,0.4222,903974,0.1924,173938,4,0.4387,0.6667,99.78,0.0539,0.1796,0.2025,0.3408,critical 3246,South Africa,2019,remote,Social_Services,Mid_Level,59.58,3019248,0.3542,1949700,0.1986,387169,14,0.5463,0.774,517.91,0.0819,0.4945,0.7058,0.4822,low 3247,Nigeria,2019,capital,Finance,Mid_Level,203.29,3598275,0.3463,2352168,0.2333,548683,7,0.5437,0.7163,236.31,0.0495,0.3463,0.3686,0.4182,low 3248,Kenya,2019,urban,Justice,Senior,49.57,1662392,0.2409,1261899,0.2734,345043,21,0.6679,0.8624,552.06,0.0935,0.4807,0.5647,0.5445,moderate 3249,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,380250,0.4326,215735,0.1547,33383,4,0.5341,0.6533,107.4,0.0531,0.1829,0.1809,0.3249,critical 3250,Nigeria,2023,urban,Security,Senior,224.39,4749406,0.3787,2950880,0.2361,696623,12,0.5912,0.7234,425.25,0.0641,0.3764,0.3711,0.4276,low 3251,Kenya,2022,rural,ICT,Junior,52.76,1839261,0.2517,1376265,0.2386,328439,12,0.6226,0.8584,431.28,0.0652,0.4989,0.6724,0.5226,moderate 3252,Botswana,2023,urban,Infrastructure,Junior,2.56,104690,0.1702,86874,0.3557,30902,26,0.5348,0.8744,361.39,0.0654,0.4567,0.6129,0.5995,moderate 3253,Ethiopia,2019,remote,Education,Mid_Level,111.37,1534487,0.6,613794,0.1,61379,5,0.4843,0.5925,140.98,0.0549,0.1987,0.1932,0.2656,critical 3254,Kenya,2018,rural,Social_Services,Senior,48.55,1537525,0.3214,1043316,0.2349,245024,18,0.6101,0.8935,712.26,0.0827,0.5025,0.522,0.5098,moderate 3255,Senegal,2018,urban,Infrastructure,Mid_Level,15.34,363086,0.2513,271828,0.2305,62646,11,0.5048,0.7976,238.5,0.0695,0.3109,0.4329,0.4663,low 3256,DRC,2021,capital,Infrastructure,Junior,95.53,537487,0.4716,284011,0.1209,34329,3,0.4962,0.5872,110.45,0.0574,0.2158,0.1985,0.2993,critical 3257,Kenya,2019,urban,Health,Junior,49.57,1797530,0.2125,1415478,0.2785,394168,15,0.5529,0.8349,555.62,0.0877,0.4225,0.7138,0.5429,moderate 3258,Botswana,2025,remote,Health,Senior,2.64,106774,0.2946,75315,0.1944,14644,19,0.5405,0.7938,821.56,0.0826,0.5067,0.6556,0.5077,moderate 3259,Mozambique,2019,rural,Security,Junior,28.88,331106,0.5944,134302,0.105,14099,6,0.554,0.6704,141.54,0.0519,0.1888,0.1776,0.2798,critical 3260,South Africa,2025,urban,Education,Junior,62.5,3293810,0.2981,2311973,0.3646,842959,16,0.6211,0.9257,563.92,0.083,0.5153,0.7114,0.5682,moderate 3261,DRC,2024,rural,Infrastructure,Junior,105.0,606228,0.6,242491,0.1,24249,5,0.457,0.6422,134.41,0.0487,0.2062,0.2236,0.2768,critical 3262,DRC,2020,rural,Agriculture,Mid_Level,92.57,512123,0.6,204849,0.1,20484,3,0.4639,0.6697,123.54,0.068,0.229,0.1889,0.2747,critical 3263,DRC,2020,capital,Justice,Mid_Level,92.57,528143,0.5191,253992,0.1175,29834,3,0.5022,0.6201,140.91,0.065,0.2112,0.2153,0.2928,critical 3264,Kenya,2018,urban,Agriculture,Junior,48.55,1808484,0.2043,1439011,0.2972,427642,16,0.6006,0.7762,601.45,0.0658,0.436,0.7307,0.5463,moderate 3265,Ghana,2020,urban,Education,Junior,31.29,807670,0.2904,573106,0.2444,140084,14,0.4892,0.7912,280.2,0.0699,0.3829,0.4551,0.476,low 3266,Ghana,2025,rural,Social_Services,Junior,34.71,934259,0.3791,580072,0.2231,129437,14,0.5159,0.6996,217.2,0.0595,0.366,0.3544,0.423,low 3267,Ghana,2019,urban,Social_Services,Junior,30.64,669206,0.2749,485265,0.2296,111395,13,0.6086,0.7,301.69,0.0643,0.3078,0.3565,0.4426,low 3268,Nigeria,2019,capital,Education,Director,203.29,3729259,0.3512,2419527,0.2558,618804,10,0.5682,0.7959,796.61,0.0481,0.3393,0.3486,0.4393,low 3269,South Africa,2019,capital,Security,Junior,59.58,3476634,0.251,2603880,0.3677,957475,19,0.6068,0.7668,466.14,0.0698,0.4431,0.6632,0.5523,moderate 3270,Uganda,2019,urban,Security,Mid_Level,41.86,317802,0.332,212280,0.1652,35061,7,0.5156,0.7945,187.3,0.0684,0.3198,0.3761,0.4145,low 3271,South Africa,2024,rural,Infrastructure,Junior,62.0,3375192,0.3778,2100022,0.234,491469,16,0.5635,0.8924,501.47,0.0717,0.5442,0.7467,0.517,moderate 3272,Nigeria,2023,capital,Education,Mid_Level,224.39,4866535,0.2969,3421605,0.2372,811555,12,0.5285,0.8124,254.85,0.0627,0.3106,0.3628,0.4543,low 3273,Nigeria,2025,rural,Finance,Mid_Level,235.75,4131936,0.501,2061838,0.1464,301846,9,0.5216,0.7655,237.33,0.0711,0.3813,0.4735,0.3841,low 3274,Botswana,2022,urban,ICT,Junior,2.52,128118,0.1584,107818,0.4036,43518,26,0.6329,0.898,376.42,0.076,0.466,0.7752,0.6351,moderate 3275,Botswana,2021,capital,Education,Senior,2.49,125035,0.1967,100438,0.3602,36173,25,0.5824,0.89,895.97,0.0724,0.49,0.6051,0.5964,moderate 3276,Ghana,2021,urban,Education,Junior,31.94,750332,0.2784,541424,0.2776,150303,15,0.5416,0.7736,319.82,0.0592,0.3793,0.4752,0.4888,low 3277,Rwanda,2024,capital,Education,Junior,14.0,443463,0.1539,375225,0.3144,117969,24,0.582,0.8823,428.28,0.0716,0.5042,0.5415,0.587,moderate 3278,Senegal,2023,urban,Infrastructure,Senior,17.53,348684,0.2148,273784,0.276,75577,12,0.509,0.7831,365.37,0.0628,0.3801,0.3272,0.4835,low 3279,Mozambique,2022,urban,Infrastructure,Junior,31.29,354274,0.4488,195279,0.153,29879,5,0.4989,0.6873,100.88,0.072,0.2201,0.2317,0.3368,critical 3280,Mozambique,2018,urban,Education,Executive,28.12,251274,0.4749,131948,0.144,19005,7,0.6036,0.6898,408.62,0.068,0.2117,0.2123,0.3306,critical 3281,DRC,2020,remote,Finance,Senior,92.57,543298,0.6,217319,0.1,21731,3,0.5816,0.6794,144.65,0.0623,0.2277,0.2079,0.278,critical 3282,Kenya,2021,rural,Health,Mid_Level,51.68,1793999,0.286,1280911,0.2099,268886,13,0.6305,0.9119,622.68,0.0886,0.426,0.6833,0.5112,moderate 3283,Nigeria,2021,urban,Education,Junior,213.58,3809523,0.2864,2718615,0.2457,667858,12,0.5283,0.6909,208.17,0.0659,0.3341,0.4261,0.4495,low 3284,Kenya,2019,rural,Security,Junior,49.57,1959853,0.2724,1425896,0.2052,292557,18,0.5575,0.9209,442.96,0.0924,0.5256,0.6968,0.5386,moderate 3285,Rwanda,2019,capital,Social_Services,Mid_Level,12.43,425105,0.1449,363488,0.3625,131754,32,0.6687,0.8262,598.34,0.0735,0.4937,0.5819,0.6159,moderate 3286,Mozambique,2025,remote,Administration,Junior,33.89,362145,0.6,144858,0.1,14485,7,0.4577,0.5914,131.6,0.0666,0.2027,0.214,0.2729,critical 3287,Kenya,2025,capital,Social_Services,Mid_Level,56.15,1919643,0.1477,1636067,0.3243,530600,20,0.5873,0.795,419.67,0.0911,0.4801,0.5448,0.5659,moderate 3288,Ethiopia,2025,urban,Social_Services,Junior,129.15,1436587,0.4417,802023,0.1706,136829,5,0.4901,0.6874,142.32,0.0603,0.2105,0.2008,0.339,critical 3289,Uganda,2019,rural,Security,Senior,41.86,366592,0.6,146636,0.1518,22255,9,0.553,0.7992,442.8,0.0545,0.3569,0.4368,0.3597,low 3290,Senegal,2018,urban,Health,Junior,15.34,336119,0.2242,260749,0.2664,69473,11,0.5061,0.6776,213.21,0.0605,0.3775,0.4165,0.4691,low 3291,Kenya,2018,urban,ICT,Director,48.55,1822896,0.185,1485680,0.2638,391994,17,0.5466,0.8799,927.94,0.0935,0.5247,0.7725,0.5739,moderate 3292,Botswana,2024,urban,Security,Senior,2.6,106606,0.1519,90409,0.3483,31486,21,0.6058,0.8098,723.93,0.0848,0.5377,0.579,0.5847,moderate 3293,Senegal,2024,remote,Finance,Mid_Level,18.0,337786,0.4391,189479,0.1494,28308,7,0.5824,0.6974,301.31,0.061,0.3364,0.4706,0.3804,low 3294,Tanzania,2022,capital,Justice,Junior,63.15,1281120,0.2288,988028,0.2343,231523,9,0.5463,0.755,240.86,0.0651,0.3138,0.446,0.4631,low 3295,Ghana,2018,rural,Justice,Senior,30.01,704638,0.4104,415484,0.2072,86104,16,0.4828,0.7936,402.74,0.0717,0.344,0.3647,0.4291,low 3296,South Africa,2025,urban,Security,Junior,62.5,3755196,0.2592,2781932,0.3278,911826,23,0.5143,0.7809,601.01,0.0743,0.4425,0.6727,0.5533,moderate 3297,Botswana,2020,remote,Social_Services,Senior,2.45,121267,0.3636,77172,0.1918,14801,24,0.6688,0.8816,973.72,0.0917,0.4269,0.6504,0.507,moderate 3298,Ghana,2020,remote,Administration,Mid_Level,31.29,678510,0.4224,391905,0.1333,52227,12,0.6277,0.7265,285.1,0.0679,0.3847,0.3439,0.3895,low 3299,Ethiopia,2019,urban,Education,Junior,111.37,1352175,0.518,651699,0.1429,93160,5,0.5271,0.5979,101.26,0.0538,0.2093,0.2102,0.3004,critical 3300,Ethiopia,2020,capital,Education,Junior,114.15,1471983,0.4535,804461,0.1766,142068,5,0.4884,0.6,127.13,0.0656,0.2296,0.2181,0.3281,critical 3301,Nigeria,2023,rural,Justice,Director,224.39,3822776,0.3864,2345653,0.172,403497,9,0.5104,0.7869,638.36,0.0606,0.3027,0.3938,0.4066,low 3302,Ghana,2022,urban,Education,Mid_Level,32.62,916166,0.2286,706759,0.2541,179563,9,0.5079,0.7792,222.8,0.0576,0.3957,0.3755,0.4729,low 3303,South Africa,2022,remote,Infrastructure,Junior,61.02,2887762,0.4957,1456266,0.2109,307076,17,0.589,0.7933,419.45,0.0935,0.4756,0.5742,0.4453,low 3304,Nigeria,2022,remote,Social_Services,Mid_Level,218.92,4790061,0.6,1916024,0.1435,274999,10,0.5559,0.8108,229.23,0.0598,0.3877,0.4766,0.3689,low 3305,Tanzania,2021,rural,Social_Services,Mid_Level,61.31,1072052,0.3271,721410,0.1433,103345,8,0.5163,0.7914,200.02,0.0497,0.3592,0.3213,0.4108,low 3306,Rwanda,2025,capital,Social_Services,Junior,14.34,494443,0.1441,423207,0.4018,170040,24,0.6343,0.7758,483.49,0.0727,0.5331,0.6584,0.61,moderate 3307,Senegal,2023,urban,Health,Mid_Level,17.53,378911,0.2349,289891,0.2807,81370,8,0.555,0.684,277.74,0.0614,0.3738,0.4401,0.4654,low 3308,Mozambique,2019,urban,Education,Mid_Level,28.88,267904,0.4347,151434,0.1362,20624,6,0.5006,0.7052,153.48,0.0564,0.2361,0.2234,0.3421,critical 3309,Ethiopia,2019,rural,Education,Senior,111.37,1494314,0.6,597725,0.1164,69558,5,0.5192,0.6462,186.83,0.0676,0.2193,0.1715,0.2776,critical 3310,Nigeria,2019,urban,Security,Junior,203.29,3921491,0.3909,2388636,0.2565,612727,9,0.5711,0.7428,265.47,0.0546,0.3497,0.4228,0.4276,low 3311,Ghana,2021,rural,Education,Junior,31.94,897871,0.34,592604,0.1814,107511,12,0.5068,0.785,221.02,0.0718,0.3265,0.3779,0.4285,low 3312,South Africa,2022,capital,Health,Junior,61.02,2828173,0.2517,2116270,0.4202,889180,18,0.5748,0.8692,378.46,0.079,0.5575,0.574,0.5806,moderate 3313,Nigeria,2018,urban,Infrastructure,Senior,198.33,3793788,0.3165,2592867,0.2201,570753,12,0.543,0.7247,302.31,0.051,0.3998,0.3978,0.4444,low 3314,Botswana,2018,remote,ICT,Junior,2.38,101097,0.373,63385,0.1723,10922,20,0.5678,0.896,460.33,0.0748,0.5237,0.7408,0.5107,moderate 3315,Rwanda,2018,capital,Security,Junior,12.14,382699,0.1252,334777,0.385,128881,22,0.5589,0.7954,413.41,0.0831,0.502,0.7343,0.6129,moderate 3316,Tanzania,2023,urban,Social_Services,Junior,65.05,1241756,0.3021,866583,0.1975,171191,9,0.6143,0.727,270.78,0.0585,0.3387,0.3691,0.4262,low 3317,Mozambique,2019,urban,Justice,Junior,28.88,291405,0.3825,179944,0.1266,22788,6,0.537,0.6507,133.91,0.0633,0.1911,0.1644,0.3342,critical 3318,Uganda,2020,urban,Education,Mid_Level,43.2,297561,0.4013,178151,0.1839,32766,9,0.5966,0.8177,273.82,0.0713,0.3174,0.4052,0.4131,low 3319,Nigeria,2023,urban,Education,Mid_Level,224.39,5122213,0.3406,3377423,0.2135,721228,7,0.4653,0.7916,247.79,0.053,0.3878,0.3898,0.4322,low 3320,Senegal,2024,rural,Security,Executive,18.0,443151,0.2755,321082,0.1708,54840,13,0.5778,0.7416,1217.27,0.0633,0.3364,0.3634,0.4376,low 3321,Botswana,2024,rural,Administration,Senior,2.6,105935,0.2408,80430,0.2549,20504,19,0.6269,0.7862,740.64,0.0917,0.5325,0.5895,0.5312,moderate 3322,Rwanda,2018,urban,Agriculture,Senior,12.14,367381,0.1468,313440,0.3419,107167,23,0.6498,0.769,713.55,0.0775,0.5029,0.6132,0.5832,moderate 3323,Mozambique,2021,rural,Health,Junior,30.47,268311,0.5202,128744,0.101,12998,4,0.45,0.7145,116.77,0.068,0.225,0.1732,0.3022,critical 3324,Mozambique,2022,rural,Health,Junior,31.29,290652,0.521,139223,0.1,13922,5,0.5273,0.6233,139.56,0.0493,0.2177,0.2218,0.2947,critical 3325,South Africa,2021,urban,Education,Junior,60.54,2840087,0.2648,2087979,0.3593,750284,18,0.6502,0.9199,439.36,0.0874,0.4336,0.717,0.5717,moderate 3326,Uganda,2023,urban,Education,Mid_Level,47.48,354800,0.4168,206925,0.2149,44465,7,0.4811,0.7587,272.93,0.0606,0.3,0.4271,0.4035,low 3327,Ghana,2018,urban,Finance,Senior,30.01,831990,0.2997,582638,0.2954,172082,10,0.575,0.7874,437.57,0.0671,0.3146,0.3611,0.4596,low 3328,Ethiopia,2024,capital,Health,Executive,126.0,1724189,0.3926,1047321,0.1432,150011,4,0.4426,0.6036,400.54,0.0681,0.2021,0.1607,0.3245,critical 3329,Nigeria,2023,capital,Administration,Junior,224.39,4134715,0.2876,2945383,0.2223,654826,7,0.5936,0.8045,312.45,0.0642,0.2989,0.4757,0.4493,low 3330,Botswana,2023,urban,Security,Mid_Level,2.56,121207,0.2135,95329,0.418,39844,26,0.6757,0.8615,451.53,0.0854,0.4983,0.5346,0.5986,moderate 3331,South Africa,2022,urban,Education,Mid_Level,61.02,3607687,0.2254,2794418,0.3772,1053927,16,0.5769,0.9092,621.75,0.0739,0.5369,0.7485,0.5928,moderate 3332,Nigeria,2019,urban,Justice,Junior,203.29,4219128,0.326,2843790,0.2322,660366,9,0.487,0.7273,304.16,0.0627,0.3476,0.433,0.4362,low 3333,Kenya,2019,capital,Infrastructure,Junior,49.57,1551905,0.1956,1248308,0.3765,469966,15,0.5403,0.8808,591.47,0.0723,0.5379,0.7729,0.5959,moderate 3334,Kenya,2018,capital,Security,Junior,48.55,1589219,0.2048,1263737,0.3543,447755,18,0.5912,0.8503,580.02,0.0917,0.5334,0.6455,0.5778,moderate 3335,Rwanda,2024,rural,Finance,Junior,14.0,408677,0.2154,320642,0.2103,67427,20,0.5107,0.7773,519.84,0.0863,0.5067,0.709,0.5369,moderate 3336,Ghana,2021,rural,Justice,Mid_Level,31.94,862353,0.3213,585254,0.2001,117099,14,0.4891,0.7121,248.62,0.0579,0.3935,0.4401,0.4449,low 3337,DRC,2018,rural,Justice,Mid_Level,86.92,527400,0.6,210960,0.1,21096,3,0.4575,0.596,140.51,0.0627,0.1944,0.2026,0.2616,critical 3338,South Africa,2025,urban,Education,Junior,62.5,2996571,0.2986,2101789,0.3124,656542,14,0.4964,0.796,477.45,0.0931,0.4363,0.558,0.5073,moderate 3339,Ghana,2021,remote,Administration,Director,31.94,709227,0.487,363835,0.1535,55848,8,0.5595,0.7795,683.75,0.0532,0.3324,0.4086,0.3777,low 3340,Nigeria,2019,capital,Security,Junior,203.29,3476223,0.2622,2564715,0.2199,564005,8,0.5735,0.7929,185.7,0.0617,0.3067,0.3499,0.444,low 3341,Rwanda,2024,remote,Education,Senior,14.0,400098,0.3007,279775,0.1801,50392,25,0.6556,0.8833,961.84,0.0756,0.5569,0.7352,0.5441,moderate 3342,Uganda,2021,urban,Administration,Mid_Level,44.58,339299,0.3307,227091,0.1809,41087,6,0.4657,0.7759,234.35,0.0503,0.3318,0.3425,0.4114,low 3343,South Africa,2022,urban,Administration,Mid_Level,61.02,3491322,0.2396,2654882,0.373,990146,22,0.6746,0.8774,624.85,0.0917,0.5516,0.669,0.592,moderate 3344,DRC,2019,rural,Administration,Executive,89.7,610235,0.6,244094,0.1,24409,3,0.5414,0.6411,423.14,0.0586,0.1978,0.1939,0.2678,critical 3345,DRC,2023,urban,Security,Junior,101.74,519187,0.4823,268763,0.1052,28270,4,0.5556,0.6716,134.85,0.0639,0.2306,0.2027,0.3098,critical 3346,South Africa,2018,rural,Finance,Director,59.11,3501932,0.3282,2352493,0.2847,669849,14,0.5831,0.8809,1505.1,0.0791,0.4519,0.5315,0.5046,moderate 3347,South Africa,2021,urban,Education,Mid_Level,60.54,3238585,0.2171,2535631,0.2995,759490,24,0.6393,0.8437,498.81,0.0677,0.4552,0.7344,0.5761,moderate 3348,Ghana,2019,capital,Infrastructure,Senior,30.64,738326,0.254,550788,0.3295,181467,15,0.5546,0.7193,391.51,0.0702,0.369,0.4728,0.4984,low 3349,Rwanda,2022,capital,Finance,Director,13.35,344518,0.1508,292565,0.3399,99437,23,0.604,0.835,1565.11,0.0737,0.5281,0.5439,0.5872,moderate 3350,DRC,2020,capital,Education,Mid_Level,92.57,529099,0.3934,320972,0.1397,44851,4,0.5865,0.6891,124.27,0.059,0.2381,0.1939,0.3432,critical 3351,South Africa,2022,urban,Education,Senior,61.02,2988595,0.22,2331165,0.3702,863008,24,0.6725,0.8784,681.77,0.0803,0.4439,0.5751,0.5812,moderate 3352,Senegal,2025,rural,Education,Junior,18.49,462668,0.31,319240,0.1699,54246,9,0.5212,0.7295,285.22,0.0563,0.3456,0.3714,0.4186,low 3353,Senegal,2020,urban,Infrastructure,Junior,16.18,308722,0.2848,220782,0.2352,51933,12,0.6149,0.6767,193.5,0.0526,0.3905,0.4073,0.4489,low 3354,Botswana,2020,capital,Health,Mid_Level,2.45,116952,0.1603,98203,0.3775,37072,26,0.6702,0.8302,574.46,0.0918,0.4724,0.5618,0.5973,moderate 3355,Mozambique,2020,capital,Health,Senior,29.66,328035,0.4066,194646,0.1674,32579,7,0.5575,0.7035,225.31,0.0546,0.2383,0.2387,0.3609,low 3356,Mozambique,2020,rural,Education,Junior,29.66,307681,0.4694,163247,0.1052,17178,5,0.4613,0.674,151.86,0.0481,0.2061,0.1701,0.3102,critical 3357,Mozambique,2019,rural,Education,Mid_Level,28.88,268396,0.6,107358,0.1,10735,7,0.5122,0.5922,91.18,0.0608,0.2359,0.2012,0.275,critical 3358,Rwanda,2021,rural,Education,Mid_Level,13.04,358095,0.2458,270062,0.2621,70785,20,0.518,0.888,545.85,0.0839,0.4914,0.5536,0.5418,moderate 3359,Uganda,2023,capital,Infrastructure,Junior,47.48,360660,0.4078,213566,0.2072,44259,7,0.5908,0.7588,295.2,0.0687,0.3705,0.343,0.4025,low 3360,Rwanda,2018,urban,Health,Junior,12.14,332431,0.1321,288515,0.3136,90482,21,0.5143,0.8892,623.77,0.0839,0.5531,0.5633,0.5929,moderate 3361,Ethiopia,2024,urban,Infrastructure,Mid_Level,126.0,1640614,0.3893,1001913,0.1488,149118,5,0.5255,0.6294,86.92,0.0482,0.2053,0.1987,0.3372,critical 3362,South Africa,2019,rural,Security,Junior,59.58,2862094,0.3919,1740407,0.2837,493730,25,0.6336,0.9229,394.55,0.069,0.4226,0.66,0.5321,moderate 3363,Rwanda,2019,urban,Health,Mid_Level,12.43,416558,0.1766,342977,0.3105,106493,18,0.5283,0.8506,427.21,0.0888,0.554,0.5658,0.568,moderate 3364,DRC,2018,capital,Social_Services,Junior,86.92,560044,0.4618,301415,0.1232,37135,4,0.4881,0.6904,90.79,0.0652,0.2354,0.1731,0.3198,critical 3365,Rwanda,2022,urban,Health,Mid_Level,13.35,370778,0.1784,304619,0.33,100524,23,0.6351,0.8894,413.14,0.0648,0.453,0.7495,0.5991,moderate 3366,Ethiopia,2021,urban,Education,Junior,117.0,1384696,0.4631,743504,0.1447,107564,4,0.5624,0.6712,132.92,0.0526,0.241,0.167,0.3219,critical 3367,Uganda,2023,rural,Education,Junior,47.48,406897,0.5542,181410,0.1596,28945,8,0.6006,0.7701,249.7,0.0707,0.3835,0.3256,0.3578,low 3368,Tanzania,2022,capital,Administration,Mid_Level,63.15,1120179,0.3126,770053,0.2237,172224,8,0.5159,0.6948,197.48,0.0622,0.3048,0.469,0.4294,low 3369,Botswana,2020,urban,Health,Junior,2.45,116556,0.2236,90497,0.3355,30363,18,0.5101,0.8626,385.08,0.0668,0.5259,0.7262,0.5776,moderate 3370,South Africa,2020,urban,Justice,Junior,60.06,3311540,0.2346,2534772,0.3371,854351,18,0.6095,0.8447,578.02,0.0741,0.4961,0.7558,0.5725,moderate 3371,South Africa,2021,urban,Security,Director,60.54,3339413,0.268,2444344,0.3812,931710,25,0.6718,0.7862,1382.34,0.0745,0.4774,0.6878,0.5752,moderate 3372,Ghana,2019,rural,Education,Senior,30.64,736619,0.2952,519173,0.2018,104773,14,0.5755,0.7918,443.43,0.049,0.2977,0.3559,0.4458,low 3373,Botswana,2019,urban,Education,Junior,2.41,107096,0.1966,86038,0.4247,36538,25,0.5578,0.8246,363.1,0.0774,0.5031,0.7669,0.6202,moderate 3374,Mozambique,2020,urban,Health,Mid_Level,29.66,340770,0.4097,201148,0.1385,27861,4,0.527,0.6123,85.11,0.0644,0.1878,0.1681,0.3196,critical 3375,DRC,2019,capital,Security,Junior,89.7,565806,0.4888,289225,0.1205,34842,3,0.5385,0.6532,135.9,0.0601,0.229,0.204,0.3067,critical 3376,Senegal,2024,urban,ICT,Senior,18.0,366789,0.2652,269525,0.2192,59078,13,0.5264,0.7466,267.13,0.0688,0.397,0.3953,0.4622,low 3377,South Africa,2019,rural,Education,Director,59.58,2978765,0.3524,1929170,0.2179,420439,25,0.6137,0.9308,1100.54,0.0809,0.4192,0.7204,0.5325,moderate 3378,Senegal,2019,urban,Security,Junior,15.76,376103,0.2727,273530,0.2487,68030,11,0.4778,0.7423,301.17,0.0501,0.4013,0.3977,0.4628,low 3379,Nigeria,2018,urban,Infrastructure,Director,198.33,4210785,0.3484,2743579,0.2633,722465,8,0.5128,0.7902,660.43,0.0533,0.3764,0.3628,0.4412,low 3380,Uganda,2022,remote,Education,Senior,46.01,407965,0.6,163186,0.1,16318,9,0.5306,0.7217,264.84,0.0527,0.3513,0.4526,0.3362,critical 3381,Tanzania,2022,urban,Administration,Junior,63.15,1021801,0.3499,664265,0.2089,138765,8,0.5846,0.7182,254.31,0.0688,0.3244,0.4631,0.4212,low 3382,Botswana,2019,rural,Education,Mid_Level,2.41,110281,0.2223,85770,0.2424,20793,25,0.6586,0.7883,575.46,0.0745,0.5039,0.659,0.5521,moderate 3383,South Africa,2023,urban,Health,Junior,61.51,3160091,0.2639,2326176,0.3121,726103,18,0.497,0.8198,503.66,0.094,0.4426,0.5272,0.527,moderate 3384,Ethiopia,2021,rural,Agriculture,Junior,117.0,1209276,0.6,483710,0.1121,54204,5,0.5039,0.6931,140.5,0.0503,0.1817,0.172,0.2798,critical 3385,Rwanda,2024,capital,Education,Mid_Level,14.0,439136,0.1398,377763,0.3474,131242,22,0.5164,0.7902,616.97,0.0952,0.5378,0.5995,0.5892,moderate 3386,Tanzania,2019,urban,Health,Director,57.79,1123947,0.3533,726895,0.2386,173451,8,0.5023,0.8001,657.96,0.0691,0.3316,0.4074,0.4353,low 3387,Botswana,2021,capital,Infrastructure,Junior,2.49,107693,0.1702,89358,0.3603,32194,25,0.5443,0.8889,357.19,0.086,0.4754,0.7254,0.6134,moderate 3388,Rwanda,2022,urban,Security,Junior,13.35,383263,0.1572,323021,0.3438,111058,26,0.6795,0.7651,398.29,0.0798,0.5149,0.5433,0.5822,moderate 3389,Ethiopia,2020,remote,Education,Junior,114.15,1262454,0.6,504981,0.1,50498,3,0.4937,0.6152,113.08,0.0545,0.2362,0.1833,0.2667,critical 3390,Nigeria,2019,rural,Social_Services,Mid_Level,203.29,3876496,0.5102,1898864,0.1766,335266,9,0.5186,0.6754,183.67,0.0512,0.3235,0.4682,0.3696,low 3391,Tanzania,2024,capital,Health,Mid_Level,67.0,1161311,0.2959,817716,0.2686,219611,8,0.4805,0.8089,238.33,0.058,0.3714,0.3792,0.4596,low 3392,South Africa,2019,rural,Education,Junior,59.58,3155406,0.2782,2277438,0.274,624007,25,0.6808,0.7903,629.6,0.0676,0.4686,0.5419,0.531,moderate 3393,Uganda,2024,capital,Security,Senior,49.0,377977,0.4017,226159,0.199,45008,5,0.5137,0.7815,271.43,0.0673,0.3243,0.429,0.4044,low 3394,Botswana,2018,urban,Finance,Mid_Level,2.38,99722,0.1912,80654,0.3449,27818,17,0.5055,0.9171,389.19,0.0766,0.4535,0.6802,0.5819,moderate 3395,Senegal,2020,urban,ICT,Executive,16.18,316737,0.2617,233834,0.2752,64355,14,0.5223,0.7927,896.64,0.0629,0.3514,0.4332,0.4857,low 3396,Senegal,2025,capital,Education,Mid_Level,18.49,389271,0.221,303242,0.2916,88426,12,0.5918,0.6992,179.55,0.0689,0.3449,0.4217,0.4792,low 3397,Kenya,2018,rural,Health,Senior,48.55,1475379,0.225,1143439,0.2135,244089,14,0.6368,0.8417,735.98,0.0655,0.4887,0.5366,0.5109,moderate 3398,Senegal,2023,remote,Education,Senior,17.53,439436,0.4808,228150,0.1443,32925,13,0.5274,0.7626,411.65,0.0532,0.3304,0.3778,0.3836,low 3399,Ethiopia,2018,rural,Justice,Mid_Level,108.65,1352737,0.6,541094,0.1,54109,3,0.4612,0.7037,145.71,0.0618,0.2028,0.2371,0.282,critical 3400,Senegal,2018,capital,Security,Mid_Level,15.34,386230,0.2421,292708,0.3041,89023,12,0.6182,0.778,253.85,0.0619,0.3921,0.3367,0.4851,low 3401,Ethiopia,2022,urban,Security,Mid_Level,119.93,1395803,0.5083,686344,0.1557,106838,4,0.5374,0.5885,143.26,0.0698,0.1834,0.1805,0.2965,critical 3402,Ghana,2019,rural,Health,Mid_Level,30.64,740415,0.3961,447118,0.2042,91292,12,0.5486,0.7913,246.58,0.0581,0.3002,0.363,0.417,low 3403,Mozambique,2020,rural,Security,Director,29.66,276769,0.5862,114517,0.1085,12429,5,0.5276,0.6394,281.5,0.0495,0.18,0.1836,0.2754,critical 3404,Nigeria,2025,capital,Health,Mid_Level,235.75,5363608,0.2469,4039547,0.2706,1092925,7,0.4702,0.8154,280.18,0.0614,0.3148,0.4094,0.4682,low 3405,Nigeria,2018,urban,Security,Mid_Level,198.33,4175006,0.2856,2982462,0.2489,742396,12,0.615,0.6882,189.79,0.0603,0.3525,0.4571,0.455,low 3406,Nigeria,2020,urban,Education,Director,208.37,3693446,0.392,2245430,0.2581,579488,7,0.5716,0.7256,521.76,0.0577,0.3945,0.3838,0.4207,low 3407,Ethiopia,2019,rural,Finance,Junior,111.37,1210618,0.5083,595209,0.1127,67107,5,0.5541,0.612,141.96,0.0579,0.1816,0.2342,0.297,critical 3408,Mozambique,2023,rural,Health,Junior,32.13,327574,0.6,131029,0.1053,13792,4,0.5374,0.6303,92.79,0.0675,0.2148,0.2179,0.2741,critical 3409,Mozambique,2019,capital,Infrastructure,Mid_Level,28.88,295953,0.4215,171204,0.1586,27156,6,0.4729,0.6394,127.2,0.0604,0.1977,0.2355,0.3385,critical 3410,Nigeria,2019,remote,Justice,Mid_Level,203.29,3611349,0.5769,1528036,0.1104,168732,12,0.5128,0.7349,270.52,0.0484,0.3544,0.4344,0.3525,low 3411,Mozambique,2019,capital,Infrastructure,Mid_Level,28.88,283561,0.3526,183575,0.1471,27005,5,0.4809,0.6464,112.49,0.0584,0.1785,0.2154,0.3475,critical 3412,South Africa,2018,capital,Social_Services,Executive,59.11,3594476,0.2364,2744700,0.3507,962614,24,0.6229,0.9327,2058.92,0.0808,0.4229,0.5705,0.5778,moderate 3413,DRC,2023,remote,Finance,Junior,101.74,592066,0.6,236826,0.1,23682,3,0.4533,0.6445,123.02,0.0652,0.2017,0.2318,0.2725,critical 3414,Nigeria,2022,capital,Health,Mid_Level,218.92,4298784,0.2943,3033717,0.2185,662938,7,0.4584,0.7851,265.22,0.0513,0.3428,0.4709,0.4477,low 3415,Kenya,2018,capital,Education,Junior,48.55,1525244,0.2141,1198719,0.3629,434963,19,0.6507,0.7968,616.92,0.0954,0.5027,0.7548,0.58,moderate 3416,Mozambique,2024,urban,Education,Mid_Level,33.0,335161,0.4121,197035,0.1198,23598,4,0.4538,0.6375,85.97,0.0516,0.2395,0.196,0.3261,critical 3417,Ethiopia,2025,capital,Education,Mid_Level,129.15,1777561,0.4536,971306,0.1883,182868,3,0.4819,0.6998,121.67,0.0521,0.1892,0.2207,0.3371,critical 3418,South Africa,2019,urban,Education,Junior,59.58,3060354,0.2173,2395291,0.3631,869639,15,0.6023,0.8536,453.95,0.0837,0.4764,0.5414,0.5538,moderate 3419,Kenya,2020,urban,Health,Mid_Level,50.61,1695161,0.1786,1392425,0.2625,365572,13,0.5085,0.8274,395.99,0.0814,0.4451,0.7682,0.5489,moderate 3420,Senegal,2022,rural,Finance,Junior,17.07,369770,0.3126,254166,0.1858,47236,13,0.5085,0.6895,282.29,0.048,0.3809,0.4365,0.436,low 3421,Senegal,2024,capital,Education,Mid_Level,18.0,375483,0.2459,283159,0.2654,75161,10,0.4889,0.7593,226.89,0.0588,0.326,0.4174,0.4681,low 3422,Botswana,2024,capital,Education,Mid_Level,2.6,124253,0.1542,105096,0.3773,39656,25,0.6105,0.8311,366.63,0.0849,0.4596,0.67,0.6059,moderate 3423,Senegal,2023,urban,Education,Junior,17.53,409293,0.2811,294257,0.2819,82945,13,0.569,0.8046,233.45,0.0692,0.3427,0.4153,0.4792,low 3424,Ethiopia,2019,rural,Education,Junior,111.37,1375751,0.6,550300,0.123,67660,4,0.5522,0.6562,109.08,0.0698,0.1887,0.2244,0.2805,critical 3425,Tanzania,2019,remote,Security,Mid_Level,57.79,908391,0.4317,516263,0.1058,54610,10,0.5598,0.7076,230.15,0.0554,0.366,0.3729,0.3736,low 3426,Ghana,2024,rural,Education,Junior,34.0,862612,0.4187,501408,0.1732,86821,11,0.5602,0.7237,218.43,0.0584,0.3177,0.4166,0.3981,low 3427,Nigeria,2025,remote,Finance,Junior,235.75,4548649,0.5014,2268047,0.1297,294222,7,0.4992,0.7006,205.79,0.0641,0.4017,0.4281,0.3627,low 3428,South Africa,2019,urban,Security,Senior,59.58,3360616,0.2201,2620892,0.3573,936452,16,0.5427,0.929,926.44,0.0722,0.5236,0.6057,0.5766,moderate 3429,Senegal,2018,remote,Social_Services,Junior,15.34,365048,0.3291,244910,0.136,33308,14,0.6041,0.7613,229.87,0.0656,0.3999,0.3507,0.426,low 3430,Senegal,2018,urban,Infrastructure,Junior,15.34,349300,0.2241,271011,0.282,76431,9,0.5847,0.8197,249.93,0.0528,0.391,0.3844,0.4875,low 3431,Kenya,2022,capital,Education,Mid_Level,52.76,1953539,0.2125,1538446,0.3444,529866,15,0.5696,0.7771,394.43,0.0753,0.4198,0.5396,0.533,moderate 3432,South Africa,2018,capital,Social_Services,Junior,59.11,3510811,0.2631,2587094,0.4192,1084551,16,0.5373,0.8446,479.48,0.0666,0.4516,0.6813,0.569,moderate 3433,DRC,2023,urban,Education,Mid_Level,101.74,640402,0.5856,265400,0.1263,33513,4,0.4972,0.6302,86.47,0.058,0.2332,0.2102,0.2841,critical 3434,DRC,2022,urban,Agriculture,Junior,98.59,563323,0.5582,248848,0.1,24884,3,0.4488,0.6063,109.35,0.0646,0.1953,0.1616,0.2696,critical 3435,Nigeria,2021,capital,Justice,Senior,213.58,4490651,0.3136,3082566,0.2694,830551,9,0.5603,0.738,359.21,0.0669,0.3806,0.3841,0.4486,low 3436,DRC,2025,rural,Infrastructure,Mid_Level,108.36,704649,0.6,281859,0.1,28185,3,0.5146,0.6249,131.06,0.072,0.233,0.1978,0.2693,critical 3437,Ethiopia,2020,rural,Education,Executive,114.15,1247299,0.6,498919,0.1091,54443,5,0.586,0.662,513.65,0.0489,0.1866,0.2032,0.2781,critical 3438,Nigeria,2020,rural,Education,Junior,208.37,4538382,0.5121,2214160,0.1916,424208,8,0.5019,0.7171,314.52,0.0623,0.3944,0.4625,0.3831,low 3439,Kenya,2019,urban,Finance,Mid_Level,49.57,1994064,0.1761,1642957,0.3332,547389,14,0.5959,0.7995,508.13,0.0854,0.48,0.7712,0.5693,moderate 3440,Botswana,2023,capital,Education,Junior,2.56,108199,0.1486,92117,0.3652,33639,27,0.6973,0.7922,587.38,0.0713,0.4932,0.5713,0.5969,moderate 3441,Tanzania,2020,urban,Security,Mid_Level,59.53,1171183,0.2491,879470,0.2202,193700,6,0.4639,0.7213,190.75,0.0666,0.3508,0.4231,0.4434,low 3442,Botswana,2018,capital,Infrastructure,Junior,2.38,96106,0.1359,83048,0.453,37618,21,0.5043,0.8433,616.26,0.0701,0.4515,0.7754,0.631,moderate 3443,Tanzania,2024,urban,Education,Junior,67.0,1336775,0.3179,911876,0.206,187809,6,0.4668,0.7844,272.31,0.0566,0.3597,0.4408,0.4347,low 3444,Ghana,2023,capital,ICT,Junior,33.3,846572,0.2134,665881,0.3123,207956,12,0.498,0.7509,252.96,0.0581,0.3019,0.3531,0.4829,low 3445,Ghana,2025,capital,Finance,Junior,34.71,934721,0.2475,703380,0.313,220157,13,0.5526,0.8191,280.48,0.0645,0.37,0.3947,0.4982,low 3446,Senegal,2023,rural,Administration,Executive,17.53,383627,0.3371,254319,0.1679,42706,13,0.5869,0.8136,1063.0,0.065,0.3075,0.4171,0.4347,low 3447,Nigeria,2021,urban,Education,Junior,213.58,4682548,0.3453,3065762,0.2139,655759,11,0.4746,0.719,225.45,0.0523,0.386,0.4278,0.4339,low 3448,Mozambique,2023,rural,Education,Mid_Level,32.13,344101,0.5849,142848,0.1,14284,5,0.4551,0.5904,135.43,0.0564,0.2231,0.2006,0.2722,critical 3449,Kenya,2021,urban,Education,Executive,51.68,1716527,0.2243,1331503,0.2847,379082,17,0.5679,0.8171,1818.35,0.0779,0.5394,0.65,0.5491,moderate 3450,Ghana,2018,capital,ICT,Junior,30.01,783605,0.2123,617268,0.288,177770,11,0.6219,0.7577,212.49,0.0625,0.305,0.4683,0.4874,low 3451,Ghana,2020,remote,Social_Services,Junior,31.29,890679,0.5385,411046,0.1605,65957,12,0.5764,0.6871,313.17,0.0533,0.3728,0.4482,0.3707,low 3452,South Africa,2025,rural,Social_Services,Mid_Level,62.5,3388450,0.2793,2441955,0.2877,702639,19,0.6273,0.8291,486.82,0.0788,0.562,0.575,0.5377,moderate 3453,Rwanda,2022,capital,Infrastructure,Mid_Level,13.35,356882,0.1554,301415,0.3875,116802,29,0.6584,0.789,536.44,0.0863,0.5281,0.7044,0.6221,moderate 3454,DRC,2023,rural,Social_Services,Mid_Level,101.74,545504,0.6,218201,0.1,21820,4,0.4841,0.6045,140.21,0.0492,0.2038,0.2007,0.2661,critical 3455,Ethiopia,2018,rural,Health,Junior,108.65,1496846,0.6,598738,0.1277,76479,4,0.563,0.5899,104.97,0.0548,0.1829,0.2362,0.2723,critical 3456,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1622333,0.6,648933,0.1,64893,4,0.4388,0.6727,121.7,0.0697,0.2382,0.1679,0.2765,critical 3457,Kenya,2018,rural,Infrastructure,Mid_Level,48.55,1735412,0.2664,1273147,0.2317,294961,22,0.6067,0.8195,414.02,0.0949,0.5017,0.6673,0.5362,moderate 3458,Ethiopia,2018,remote,Finance,Executive,108.65,1173882,0.6,469552,0.1,46955,4,0.5898,0.6389,574.2,0.0661,0.1973,0.2064,0.2712,critical 3459,South Africa,2024,urban,Education,Senior,62.0,3341367,0.3057,2319747,0.3627,841319,19,0.5649,0.9146,966.27,0.0771,0.4405,0.5303,0.546,moderate 3460,Senegal,2020,urban,Finance,Junior,16.18,355186,0.2861,253569,0.2266,57465,12,0.472,0.7716,315.63,0.0548,0.3832,0.3332,0.4525,low 3461,Tanzania,2020,capital,Education,Junior,59.53,1133477,0.2423,858835,0.258,221577,7,0.4842,0.7492,273.47,0.0693,0.3829,0.4039,0.4625,low 3462,Mozambique,2025,urban,ICT,Junior,33.89,314753,0.4117,185154,0.1422,26323,5,0.4498,0.6313,119.41,0.0639,0.2385,0.2365,0.3373,critical 3463,Mozambique,2022,rural,Security,Senior,31.29,335894,0.6,134357,0.1,13435,7,0.5537,0.6057,190.62,0.0555,0.1913,0.2119,0.2737,critical 3464,South Africa,2023,remote,ICT,Junior,61.51,2945519,0.366,1867404,0.2159,403154,18,0.545,0.8706,367.19,0.0847,0.5452,0.7083,0.5134,moderate 3465,Botswana,2021,capital,Education,Junior,2.49,108026,0.1434,92539,0.4124,38158,20,0.5794,0.8135,486.16,0.0868,0.4295,0.6526,0.5975,moderate 3466,Nigeria,2022,rural,Administration,Senior,218.92,4692266,0.5162,2269930,0.1889,428760,12,0.5667,0.8015,335.94,0.0708,0.3157,0.3567,0.3856,low 3467,Nigeria,2019,rural,Finance,Mid_Level,203.29,4078006,0.4326,2313903,0.188,434961,9,0.555,0.8038,206.89,0.0577,0.3127,0.4068,0.4039,low 3468,Botswana,2024,capital,Health,Mid_Level,2.6,124356,0.1614,104281,0.3863,40288,19,0.5003,0.8523,534.82,0.0917,0.4962,0.5595,0.5871,moderate 3469,Nigeria,2020,rural,Agriculture,Senior,208.37,4059212,0.3722,2548563,0.1878,478526,9,0.469,0.763,429.89,0.0595,0.362,0.3868,0.4157,low 3470,Senegal,2024,rural,Security,Junior,18.0,397942,0.361,254292,0.1655,42081,9,0.601,0.8013,323.22,0.0599,0.3105,0.3213,0.407,low 3471,Botswana,2023,rural,Finance,Junior,2.56,127037,0.2204,99043,0.2336,23136,28,0.6198,0.8963,636.42,0.0899,0.4852,0.6885,0.5751,moderate 3472,Botswana,2023,remote,Health,Mid_Level,2.56,127817,0.2972,89824,0.2142,19240,19,0.5048,0.7693,508.98,0.0657,0.5036,0.6176,0.5043,moderate 3473,Ghana,2018,capital,Security,Junior,30.01,801124,0.2702,584630,0.3202,187192,13,0.5928,0.7605,244.71,0.0495,0.3999,0.4544,0.4945,low 3474,Senegal,2023,rural,Agriculture,Junior,17.53,364698,0.3032,254116,0.195,49549,11,0.5274,0.7242,303.08,0.0669,0.3829,0.3833,0.4357,low 3475,Uganda,2021,rural,Education,Junior,44.58,355704,0.5768,150533,0.1379,20755,5,0.5083,0.7547,272.62,0.0685,0.3219,0.4096,0.3391,critical 3476,Uganda,2021,rural,Administration,Mid_Level,44.58,393479,0.4324,223324,0.1573,35131,8,0.4736,0.7763,252.13,0.0713,0.3295,0.4174,0.3924,low 3477,Botswana,2022,capital,Social_Services,Mid_Level,2.52,115071,0.1978,92305,0.4548,41981,26,0.541,0.917,441.74,0.0822,0.5598,0.58,0.6308,moderate 3478,Rwanda,2019,rural,Health,Junior,12.43,353711,0.2366,270027,0.2338,63138,23,0.6664,0.8935,539.85,0.0749,0.5428,0.5858,0.5537,moderate 3479,Tanzania,2025,urban,Social_Services,Director,69.01,1140263,0.2649,838257,0.1883,157880,8,0.532,0.6879,492.37,0.0581,0.3164,0.4438,0.4301,low 3480,Mozambique,2020,capital,Health,Junior,29.66,265119,0.3403,174896,0.1379,24116,5,0.5238,0.6659,149.48,0.0645,0.191,0.1959,0.3505,low 3481,Ethiopia,2023,rural,Health,Senior,122.93,1340876,0.5908,548731,0.1199,65765,6,0.5854,0.7111,168.85,0.0585,0.1888,0.1978,0.2926,critical 3482,Kenya,2024,capital,Education,Director,55.0,1741677,0.1654,1453615,0.3799,552161,15,0.6156,0.8138,1067.76,0.07,0.4257,0.628,0.5686,moderate 3483,Botswana,2023,urban,Finance,Junior,2.56,121616,0.1703,100902,0.3177,32058,28,0.6932,0.8015,421.58,0.0826,0.4793,0.7508,0.6001,moderate 3484,Rwanda,2021,capital,Infrastructure,Junior,13.04,384960,0.1485,327812,0.3999,131103,21,0.6102,0.765,611.43,0.0741,0.4519,0.5467,0.58,moderate 3485,Mozambique,2024,capital,Agriculture,Junior,33.0,350902,0.4555,191049,0.141,26935,6,0.5036,0.6512,90.0,0.0529,0.2285,0.1876,0.3257,critical 3486,Senegal,2018,urban,Security,Executive,15.34,373353,0.268,273306,0.2781,76015,12,0.5512,0.7559,1266.54,0.0481,0.3516,0.4431,0.4754,low 3487,Ghana,2018,rural,Social_Services,Mid_Level,30.01,824361,0.3085,570013,0.2221,126572,9,0.4616,0.7536,285.29,0.0648,0.3553,0.4454,0.444,low 3488,Ethiopia,2022,remote,Health,Executive,119.93,1603519,0.6,641407,0.1,64140,6,0.4676,0.5951,450.83,0.0704,0.2395,0.1995,0.2732,critical 3489,Rwanda,2024,urban,Health,Mid_Level,14.0,375505,0.1721,310872,0.2982,92707,21,0.6146,0.844,599.07,0.0858,0.4599,0.7221,0.5788,moderate 3490,Botswana,2018,rural,Education,Junior,2.38,107728,0.293,76159,0.2492,18977,29,0.6324,0.8079,557.33,0.0875,0.4946,0.554,0.5376,moderate 3491,Ethiopia,2024,remote,Justice,Senior,126.0,1458169,0.6,583267,0.1,58326,3,0.528,0.5993,217.57,0.0509,0.2272,0.1778,0.2629,critical 3492,South Africa,2025,rural,Finance,Junior,62.5,3418782,0.3253,2306599,0.2746,633279,23,0.6252,0.8105,401.89,0.0799,0.483,0.695,0.5342,moderate 3493,Uganda,2022,urban,Infrastructure,Mid_Level,46.01,409160,0.3517,265266,0.1647,43691,6,0.4942,0.7669,301.39,0.0651,0.4023,0.3201,0.4055,low 3494,DRC,2019,capital,Security,Junior,89.7,507730,0.444,282282,0.1409,39760,2,0.4796,0.65,113.63,0.0645,0.2168,0.224,0.3208,critical 3495,Ethiopia,2024,urban,Social_Services,Mid_Level,126.0,1675466,0.466,894773,0.1321,118182,5,0.5927,0.7059,94.95,0.0597,0.2335,0.1933,0.3276,critical 3496,Tanzania,2022,remote,Infrastructure,Junior,63.15,979443,0.4874,502110,0.1181,59306,11,0.5917,0.6844,297.52,0.0497,0.299,0.4075,0.3585,low 3497,Tanzania,2022,urban,Finance,Director,63.15,1196924,0.2783,863845,0.2437,210491,7,0.4765,0.71,524.68,0.0497,0.33,0.4078,0.4391,low 3498,Kenya,2019,capital,Security,Junior,49.57,1814824,0.1619,1521078,0.3618,550346,22,0.5459,0.8737,579.52,0.0814,0.4593,0.5758,0.5895,moderate 3499,Rwanda,2023,urban,Social_Services,Junior,13.67,352659,0.1536,298479,0.3209,95785,27,0.5376,0.8648,593.91,0.0931,0.5488,0.6548,0.6094,moderate 3500,Uganda,2025,urban,Health,Executive,50.57,344178,0.3703,216729,0.1663,36042,7,0.5387,0.7707,784.22,0.0484,0.3254,0.3282,0.3975,low 3501,Rwanda,2018,capital,ICT,Senior,12.14,349182,0.1369,301391,0.3983,120042,27,0.6695,0.912,601.18,0.0645,0.4559,0.6745,0.6327,moderate 3502,Kenya,2025,urban,Social_Services,Mid_Level,56.15,2056530,0.22,1604054,0.3091,495758,19,0.6267,0.8652,361.77,0.0803,0.5043,0.7476,0.5747,moderate 3503,Kenya,2018,capital,Education,Senior,48.55,1691332,0.166,1410607,0.3555,501442,17,0.5806,0.8378,851.27,0.0645,0.4167,0.6975,0.577,moderate 3504,Ghana,2018,urban,Education,Mid_Level,30.01,811676,0.3048,564312,0.2517,142051,9,0.6133,0.6816,297.07,0.0485,0.3484,0.4226,0.4386,low 3505,Senegal,2021,rural,Health,Junior,16.62,371426,0.3665,235309,0.1818,42779,10,0.6191,0.7335,232.82,0.0498,0.3797,0.3308,0.4099,low 3506,Mozambique,2019,capital,Education,Junior,28.88,249155,0.3704,156868,0.1503,23583,4,0.4471,0.6259,130.84,0.0626,0.1865,0.1674,0.3342,critical 3507,Uganda,2019,remote,Administration,Mid_Level,41.86,375292,0.5755,159319,0.11,17517,8,0.5239,0.7857,246.25,0.0686,0.3118,0.3228,0.3349,critical 3508,Ethiopia,2021,capital,Health,Junior,117.0,1374811,0.4599,742596,0.1709,126877,4,0.4404,0.6512,107.59,0.0537,0.2069,0.1736,0.3235,critical 3509,South Africa,2020,remote,Agriculture,Executive,60.06,3305027,0.3586,2119900,0.1984,420591,24,0.6698,0.8593,1544.15,0.0846,0.4375,0.5346,0.4961,low 3510,Senegal,2019,capital,Finance,Director,15.76,363290,0.2328,278715,0.2933,81742,9,0.5476,0.7819,551.52,0.0573,0.3711,0.4494,0.487,low 3511,Senegal,2020,rural,Security,Director,16.18,386668,0.2844,276695,0.186,51452,14,0.5357,0.7898,639.7,0.0585,0.3574,0.388,0.4534,low 3512,Nigeria,2020,rural,Infrastructure,Director,208.37,3553195,0.4985,1781987,0.1507,268598,11,0.6044,0.7926,660.19,0.0509,0.3983,0.3722,0.3865,low 3513,DRC,2018,capital,Security,Senior,86.92,568920,0.4913,289389,0.131,37905,4,0.5413,0.6307,228.64,0.0712,0.2181,0.2053,0.3068,critical 3514,Uganda,2025,rural,Health,Director,50.57,431773,0.5916,176324,0.1358,23951,5,0.4844,0.7247,608.46,0.0648,0.3448,0.3795,0.3297,critical 3515,Ethiopia,2019,rural,Justice,Junior,111.37,1223153,0.5595,538857,0.1175,63299,5,0.5645,0.6982,138.32,0.0597,0.1953,0.1899,0.2953,critical 3516,Uganda,2020,capital,Health,Junior,43.2,314153,0.4083,185893,0.2123,39472,7,0.4864,0.7635,321.01,0.0564,0.3865,0.4703,0.4187,low 3517,Mozambique,2024,rural,Education,Junior,33.0,353422,0.6,141368,0.1065,15058,4,0.4602,0.6361,155.23,0.05,0.1985,0.2042,0.2723,critical 3518,Uganda,2018,capital,Health,Mid_Level,40.56,303712,0.2937,214515,0.2101,45072,8,0.5589,0.7776,257.59,0.0667,0.304,0.3505,0.4312,low 3519,Mozambique,2023,urban,Education,Junior,32.13,356844,0.4904,181846,0.1203,21880,5,0.4755,0.6119,102.58,0.0551,0.223,0.2376,0.3078,critical 3520,Uganda,2018,urban,Security,Junior,40.56,294426,0.3512,191027,0.1982,37853,5,0.4571,0.7875,226.56,0.0695,0.3496,0.3411,0.4114,low 3521,Tanzania,2019,remote,Health,Junior,57.79,978955,0.5916,399834,0.1343,53712,10,0.4972,0.7019,184.01,0.0495,0.3963,0.4166,0.3473,critical 3522,Rwanda,2019,rural,Health,Mid_Level,12.43,338989,0.2116,267272,0.2161,57752,19,0.6498,0.9214,497.99,0.0892,0.4462,0.6232,0.5438,moderate 3523,Botswana,2019,capital,Finance,Mid_Level,2.41,116582,0.1642,97439,0.3967,38654,23,0.6689,0.7905,471.47,0.093,0.4972,0.7262,0.6065,moderate 3524,Senegal,2021,remote,Administration,Junior,16.62,311293,0.4157,181882,0.1225,22273,9,0.5247,0.7425,304.1,0.0488,0.3285,0.4212,0.3855,low 3525,Tanzania,2022,urban,Health,Junior,63.15,1270569,0.2688,929004,0.2151,199797,11,0.4817,0.8056,286.51,0.0597,0.3971,0.3319,0.4578,low 3526,Rwanda,2024,capital,Education,Junior,14.0,419406,0.1249,367005,0.3269,119966,18,0.5386,0.7929,555.6,0.0844,0.5143,0.6958,0.5854,moderate 3527,Senegal,2018,capital,Security,Mid_Level,15.34,350671,0.1777,288360,0.2596,74867,10,0.5712,0.8118,261.18,0.0663,0.3651,0.4656,0.5003,moderate 3528,Rwanda,2024,capital,Education,Director,14.0,432278,0.1411,371284,0.374,138853,21,0.6381,0.8547,1528.24,0.0846,0.4548,0.771,0.6115,moderate 3529,Kenya,2021,rural,Education,Junior,51.68,1937937,0.2912,1373617,0.2535,348212,20,0.5494,0.9118,626.32,0.0945,0.5489,0.7008,0.5523,moderate 3530,DRC,2024,rural,Education,Senior,105.0,578510,0.6,231404,0.1,23140,3,0.5579,0.6464,182.91,0.06,0.2219,0.1741,0.2691,critical 3531,Senegal,2022,urban,ICT,Junior,17.07,423705,0.2002,338869,0.2175,73709,13,0.5765,0.7237,263.25,0.052,0.3043,0.3279,0.4586,low 3532,Ghana,2020,capital,Finance,Senior,31.29,753698,0.2303,580149,0.2606,151159,16,0.504,0.7257,475.29,0.0589,0.333,0.4344,0.4832,low 3533,Mozambique,2018,urban,Agriculture,Executive,28.12,320698,0.4538,175163,0.132,23113,6,0.5922,0.6717,378.97,0.0713,0.2353,0.1773,0.3266,critical 3534,Mozambique,2023,remote,Education,Director,32.13,290481,0.6,116192,0.1,11619,7,0.4525,0.6976,334.87,0.0689,0.2076,0.2385,0.2918,critical 3535,DRC,2023,rural,Finance,Junior,101.74,556541,0.5928,226637,0.1,22663,4,0.525,0.6289,137.26,0.0578,0.2295,0.1664,0.2707,critical 3536,DRC,2019,urban,Health,Mid_Level,89.7,570751,0.5213,273222,0.1257,34354,5,0.5569,0.6725,116.37,0.0613,0.1967,0.1795,0.3021,critical 3537,Ethiopia,2018,rural,Education,Mid_Level,108.65,1425967,0.5965,575352,0.106,60996,4,0.5153,0.6204,127.19,0.0487,0.2091,0.2119,0.2725,critical 3538,DRC,2021,remote,Health,Mid_Level,95.53,537391,0.6,214956,0.1,21495,4,0.5043,0.7042,124.15,0.0592,0.2155,0.2169,0.2839,critical 3539,Nigeria,2018,capital,Education,Junior,198.33,4057443,0.3499,2637716,0.257,677819,8,0.5361,0.7393,271.86,0.0633,0.3668,0.4796,0.4423,low 3540,South Africa,2018,rural,Social_Services,Junior,59.11,3374488,0.288,2402764,0.2552,613222,17,0.5217,0.875,470.79,0.0693,0.5057,0.6518,0.5313,moderate 3541,Senegal,2018,rural,ICT,Junior,15.34,386837,0.3883,236644,0.1773,41953,13,0.5987,0.8002,193.38,0.0667,0.3223,0.4396,0.426,low 3542,Mozambique,2019,rural,Administration,Mid_Level,28.88,283057,0.4944,143122,0.1,14312,7,0.5646,0.685,142.61,0.062,0.2063,0.1878,0.3111,critical 3543,Senegal,2018,rural,Social_Services,Junior,15.34,339019,0.3341,225748,0.1877,42365,11,0.4945,0.778,287.88,0.0484,0.3624,0.3867,0.4325,low 3544,Nigeria,2025,remote,Agriculture,Junior,235.75,5334648,0.5107,2610217,0.1257,328152,9,0.4803,0.8091,212.57,0.0671,0.3766,0.4267,0.378,low 3545,Kenya,2018,urban,Administration,Junior,48.55,1454784,0.2208,1133610,0.3253,368801,18,0.5485,0.8199,418.86,0.0829,0.5629,0.7237,0.5728,moderate 3546,Uganda,2023,rural,Security,Mid_Level,47.48,419435,0.5577,185522,0.1294,24005,7,0.4877,0.7554,295.69,0.0655,0.3259,0.4367,0.35,critical 3547,Rwanda,2018,urban,Education,Mid_Level,12.14,403893,0.1383,348047,0.3425,119192,27,0.6549,0.9298,494.89,0.0684,0.5188,0.6618,0.6261,moderate 3548,Ghana,2024,rural,Security,Junior,34.0,843801,0.4199,489479,0.1922,94095,13,0.5824,0.6924,290.41,0.0484,0.4006,0.4109,0.4106,low 3549,Uganda,2019,rural,Social_Services,Junior,41.86,288791,0.5453,131315,0.1459,19159,6,0.5337,0.754,304.54,0.0676,0.3114,0.4331,0.3527,low 3550,Uganda,2022,urban,Health,Mid_Level,46.01,408741,0.3573,262700,0.1653,43430,7,0.6042,0.7768,212.91,0.0689,0.354,0.4016,0.4116,low 3551,DRC,2018,capital,Agriculture,Senior,86.92,561118,0.5646,244295,0.1261,30806,4,0.5357,0.6344,126.31,0.0681,0.1827,0.2367,0.2875,critical 3552,Nigeria,2024,capital,Health,Mid_Level,230.0,4660259,0.3179,3178905,0.2361,750604,12,0.5551,0.7598,323.59,0.0665,0.3698,0.4587,0.4564,low 3553,Nigeria,2025,rural,Social_Services,Junior,235.75,5243095,0.5186,2523929,0.1729,436365,10,0.5601,0.7567,202.51,0.0638,0.3373,0.4058,0.3764,low 3554,DRC,2025,capital,ICT,Mid_Level,108.36,737896,0.4225,426116,0.1092,46511,4,0.5202,0.6805,127.3,0.0603,0.2354,0.1859,0.3259,critical 3555,Rwanda,2020,rural,Education,Mid_Level,12.73,395057,0.1982,316740,0.225,71273,18,0.5342,0.8204,355.04,0.0903,0.5466,0.5661,0.536,moderate 3556,Mozambique,2022,urban,Health,Junior,31.29,328227,0.3594,210271,0.1549,32562,7,0.5635,0.6946,91.68,0.063,0.1915,0.2016,0.3599,low 3557,Uganda,2020,capital,Security,Junior,43.2,306498,0.4146,179412,0.187,33546,6,0.4491,0.7528,298.8,0.0684,0.3756,0.3954,0.3981,low 3558,South Africa,2025,rural,Administration,Junior,62.5,3412934,0.2766,2469079,0.2536,626218,24,0.6386,0.8969,445.13,0.0767,0.5615,0.5895,0.5539,moderate 3559,Botswana,2018,urban,Justice,Mid_Level,2.38,92354,0.2015,73748,0.3957,29183,23,0.5336,0.7975,472.2,0.0755,0.4315,0.7434,0.5932,moderate 3560,DRC,2025,capital,Agriculture,Junior,108.36,632412,0.4954,319100,0.1243,39662,3,0.4573,0.6774,125.75,0.0493,0.2022,0.1774,0.3043,critical 3561,Kenya,2021,capital,Agriculture,Mid_Level,51.68,1858984,0.1704,1542288,0.3584,552728,21,0.5693,0.8386,619.53,0.0834,0.4914,0.7117,0.5956,moderate 3562,Rwanda,2020,capital,Security,Mid_Level,12.73,373798,0.1178,329749,0.3994,131694,28,0.591,0.7992,516.6,0.0647,0.4837,0.777,0.6363,moderate 3563,Rwanda,2023,remote,Education,Junior,13.67,467386,0.3094,322754,0.1797,58001,20,0.6215,0.7683,624.33,0.0863,0.4423,0.5628,0.4833,low 3564,Botswana,2018,rural,Health,Mid_Level,2.38,102449,0.2569,76125,0.2845,21658,18,0.5206,0.8224,630.56,0.0782,0.4543,0.6551,0.5362,moderate 3565,DRC,2019,rural,Education,Executive,89.7,559170,0.6,223668,0.1,22366,3,0.4471,0.6962,618.13,0.0532,0.2411,0.2093,0.282,critical 3566,Mozambique,2024,remote,ICT,Mid_Level,33.0,332680,0.6,133072,0.1,13307,5,0.5711,0.5993,117.05,0.0556,0.2152,0.1752,0.2664,critical 3567,Rwanda,2025,rural,Health,Junior,14.34,371140,0.1834,303056,0.2298,69645,22,0.5916,0.8145,449.65,0.0947,0.5451,0.5235,0.5456,moderate 3568,Tanzania,2022,capital,Justice,Senior,63.15,1191464,0.2823,855129,0.26,222331,6,0.5566,0.693,272.02,0.0633,0.3261,0.3273,0.4287,low 3569,Mozambique,2018,remote,Education,Junior,28.12,261550,0.6,104620,0.1,10462,6,0.5205,0.675,148.68,0.048,0.1795,0.1902,0.2782,critical 3570,South Africa,2021,rural,Education,Senior,60.54,2813047,0.2842,2013610,0.2705,544744,23,0.52,0.9338,561.21,0.0923,0.445,0.5257,0.5412,moderate 3571,Senegal,2024,capital,Infrastructure,Senior,18.0,354980,0.2368,270911,0.2713,73509,9,0.4623,0.7144,358.07,0.0568,0.3728,0.3856,0.4641,low 3572,Rwanda,2021,rural,Finance,Executive,13.04,399893,0.2538,298410,0.2622,78233,23,0.612,0.7889,2032.42,0.0776,0.4876,0.5679,0.5335,moderate 3573,Ethiopia,2024,capital,Justice,Director,126.0,1333434,0.4089,788247,0.1723,135800,6,0.5814,0.6388,384.23,0.056,0.1999,0.2005,0.3417,critical 3574,South Africa,2024,capital,Justice,Junior,62.0,3051852,0.2713,2223971,0.3957,880121,19,0.616,0.839,382.01,0.0799,0.5569,0.5909,0.5692,moderate 3575,Kenya,2018,rural,Finance,Junior,48.55,1692971,0.3164,1157247,0.2072,239800,14,0.5617,0.8438,394.94,0.0826,0.501,0.6774,0.5021,moderate 3576,Senegal,2021,urban,Education,Senior,16.62,379301,0.2331,290890,0.2548,74110,10,0.5987,0.7841,285.21,0.0493,0.301,0.3244,0.4606,low 3577,Botswana,2021,capital,Security,Mid_Level,2.49,98243,0.1348,85000,0.3472,29508,22,0.6033,0.825,373.67,0.0939,0.4761,0.6316,0.5926,moderate 3578,Ethiopia,2021,capital,Security,Mid_Level,117.0,1262710,0.3811,781463,0.1704,133133,4,0.5931,0.6495,147.52,0.0529,0.2135,0.1857,0.3447,critical 3579,Nigeria,2025,rural,Security,Junior,235.75,4697583,0.4643,2516471,0.1574,396183,11,0.5385,0.7592,229.14,0.0642,0.3083,0.401,0.3856,low 3580,Uganda,2025,capital,Social_Services,Senior,50.57,371828,0.2996,260419,0.2267,59026,9,0.4967,0.812,309.34,0.0566,0.3905,0.3686,0.452,low 3581,Nigeria,2024,capital,Education,Director,230.0,4222269,0.3242,2853391,0.2837,809559,11,0.6171,0.8166,480.11,0.0624,0.3423,0.4292,0.467,low 3582,Rwanda,2023,capital,Social_Services,Junior,13.67,429442,0.1398,369390,0.3365,124304,27,0.6156,0.91,585.8,0.0918,0.5291,0.7584,0.6319,moderate 3583,Ghana,2019,rural,Health,Mid_Level,30.64,849157,0.3925,515874,0.2009,103626,13,0.4979,0.8146,206.87,0.052,0.3122,0.4698,0.435,low 3584,Ghana,2021,urban,Education,Junior,31.94,694800,0.2177,543540,0.2727,148197,10,0.5241,0.744,254.89,0.0694,0.302,0.3991,0.4705,low 3585,Tanzania,2019,remote,Administration,Junior,57.79,920887,0.4178,536182,0.1034,55452,7,0.4735,0.6995,197.29,0.0571,0.3242,0.3867,0.3649,low 3586,Kenya,2025,urban,Education,Director,56.15,1860239,0.1719,1540496,0.319,491409,15,0.5634,0.8956,1299.18,0.0899,0.4672,0.5639,0.5617,moderate 3587,Mozambique,2021,urban,Security,Mid_Level,30.47,287228,0.5062,141836,0.1293,18334,7,0.454,0.6726,128.66,0.062,0.2276,0.2073,0.3176,critical 3588,Ghana,2022,remote,Education,Mid_Level,32.62,867277,0.4154,506994,0.1346,68256,9,0.4978,0.7749,267.24,0.0521,0.3491,0.3542,0.3889,low 3589,DRC,2025,rural,Health,Junior,108.36,719027,0.6,287610,0.1,28761,4,0.4989,0.7035,146.89,0.0518,0.2212,0.227,0.2853,critical 3590,Senegal,2019,remote,Finance,Junior,15.76,396945,0.4355,224092,0.126,28225,11,0.5674,0.7818,206.41,0.0628,0.3865,0.4486,0.4009,low 3591,Mozambique,2020,remote,Health,Senior,29.66,280365,0.6,112146,0.1,11214,7,0.4887,0.6885,161.93,0.0587,0.2355,0.2176,0.2911,critical 3592,Uganda,2023,capital,Infrastructure,Junior,47.48,331417,0.4243,190794,0.2158,41177,5,0.5152,0.718,198.09,0.0677,0.3136,0.3466,0.3841,low 3593,Ethiopia,2019,rural,Education,Junior,111.37,1497694,0.6,599077,0.101,60514,6,0.5259,0.6934,89.67,0.0519,0.1843,0.1985,0.2825,critical 3594,Nigeria,2021,urban,Education,Junior,213.58,4119362,0.2916,2918344,0.2358,688108,12,0.6292,0.6926,236.69,0.0538,0.357,0.3777,0.4434,low 3595,South Africa,2025,remote,Education,Junior,62.5,3347030,0.4507,1838609,0.2033,373815,15,0.4846,0.8803,493.61,0.0855,0.4608,0.5648,0.4603,low 3596,South Africa,2018,rural,Finance,Junior,59.11,2894612,0.3915,1761499,0.2506,441439,24,0.6756,0.7764,632.97,0.0759,0.5191,0.6248,0.5056,moderate 3597,Ethiopia,2022,rural,Health,Junior,119.93,1312466,0.5341,611523,0.1151,70379,5,0.4822,0.586,153.89,0.0594,0.2196,0.166,0.2842,critical 3598,Uganda,2022,rural,Health,Mid_Level,46.01,328537,0.4637,176183,0.1448,25515,8,0.5406,0.7515,245.5,0.0595,0.3326,0.3612,0.3724,low 3599,South Africa,2020,remote,Education,Junior,60.06,3186817,0.469,1692198,0.2047,346412,22,0.5533,0.7927,595.11,0.092,0.5507,0.7432,0.4872,low 3600,DRC,2020,capital,Security,Mid_Level,92.57,513413,0.5031,255123,0.1448,36950,3,0.4933,0.6358,99.37,0.0669,0.2231,0.1774,0.3034,critical 3601,Uganda,2024,urban,Infrastructure,Mid_Level,49.0,436000,0.3607,278714,0.1978,55138,8,0.5937,0.7908,312.17,0.0498,0.3422,0.369,0.419,low 3602,Botswana,2021,rural,Infrastructure,Junior,2.49,117622,0.2026,93787,0.2364,22167,25,0.6596,0.8191,520.7,0.0815,0.4247,0.6617,0.5524,moderate 3603,Ethiopia,2018,remote,Justice,Junior,108.65,1210831,0.6,484332,0.1,48433,6,0.5771,0.6456,142.43,0.0622,0.1974,0.1944,0.276,critical 3604,Ethiopia,2021,urban,Education,Junior,117.0,1445865,0.4151,845716,0.1375,116246,5,0.5241,0.6308,149.37,0.0591,0.1994,0.1773,0.3254,critical 3605,Tanzania,2020,urban,Social_Services,Senior,59.53,1043413,0.2686,763151,0.1917,146289,10,0.6014,0.7367,459.35,0.0539,0.3614,0.333,0.4357,low 3606,DRC,2022,rural,Security,Senior,98.59,519619,0.6,207847,0.1,20784,4,0.5856,0.6869,176.87,0.0608,0.2201,0.1608,0.2761,critical 3607,Botswana,2020,capital,Education,Senior,2.45,111838,0.1922,90340,0.4502,40673,26,0.6515,0.7932,646.18,0.0865,0.4608,0.6175,0.6063,moderate 3608,Botswana,2025,rural,Health,Mid_Level,2.64,129221,0.2937,91273,0.2837,25896,17,0.6132,0.8766,486.84,0.0883,0.4937,0.7624,0.5471,moderate 3609,Botswana,2025,capital,Finance,Junior,2.64,112724,0.1494,95883,0.4046,38798,15,0.609,0.792,432.24,0.0696,0.4685,0.54,0.571,moderate 3610,Rwanda,2024,urban,Administration,Junior,14.0,378747,0.1838,309147,0.3199,98892,18,0.4942,0.9171,428.51,0.0771,0.5484,0.6936,0.5908,moderate 3611,Ghana,2024,urban,Security,Mid_Level,34.0,765923,0.2779,553111,0.3039,168095,11,0.543,0.7374,278.29,0.063,0.3476,0.3276,0.4621,low 3612,Ethiopia,2020,urban,Security,Junior,114.15,1319788,0.4623,709691,0.1509,107062,5,0.5466,0.6842,98.93,0.0658,0.1972,0.16,0.323,critical 3613,Ghana,2023,capital,Health,Junior,33.3,859081,0.212,676992,0.3213,217496,11,0.5171,0.7522,291.26,0.0647,0.3192,0.4422,0.4938,low 3614,Botswana,2022,remote,Infrastructure,Junior,2.52,122464,0.2557,91151,0.2152,19614,23,0.5344,0.7691,363.97,0.0666,0.4882,0.704,0.532,moderate 3615,Kenya,2019,capital,Social_Services,Junior,49.57,1905684,0.1508,1618224,0.37,598681,19,0.5151,0.8225,449.93,0.0683,0.4719,0.6962,0.5925,moderate 3616,Rwanda,2023,capital,Security,Junior,13.67,353862,0.1264,309129,0.3361,103898,18,0.5026,0.8256,627.38,0.0843,0.5539,0.5297,0.5796,moderate 3617,Botswana,2024,capital,Education,Junior,2.6,113883,0.148,97027,0.4322,41930,25,0.5623,0.901,399.1,0.0653,0.4408,0.5839,0.6211,moderate 3618,Kenya,2018,capital,Education,Senior,48.55,1880543,0.2155,1475215,0.2955,435895,12,0.5588,0.8676,631.28,0.0895,0.557,0.6062,0.5464,moderate 3619,Senegal,2025,capital,Finance,Junior,18.49,416993,0.1789,342373,0.2692,92150,8,0.5188,0.7782,225.07,0.061,0.3995,0.4601,0.4952,low 3620,DRC,2025,capital,Infrastructure,Senior,108.36,733836,0.4303,418102,0.1444,60389,3,0.5538,0.6524,158.14,0.0506,0.1887,0.2118,0.324,critical 3621,Rwanda,2022,urban,Security,Mid_Level,13.35,357442,0.1465,305059,0.3168,96637,23,0.6635,0.9251,510.22,0.0725,0.5339,0.5673,0.5989,moderate 3622,Uganda,2021,remote,Administration,Director,44.58,313628,0.6,125451,0.1135,14235,5,0.562,0.7263,770.2,0.058,0.3238,0.4667,0.3289,critical 3623,Mozambique,2023,rural,ICT,Mid_Level,32.13,329714,0.544,150340,0.1109,16675,6,0.5431,0.7067,103.43,0.067,0.2296,0.1651,0.3022,critical 3624,Rwanda,2023,rural,Infrastructure,Junior,13.67,358344,0.1748,295692,0.2258,66753,26,0.6167,0.8517,475.18,0.0858,0.5463,0.7349,0.5836,moderate 3625,Nigeria,2023,urban,Administration,Senior,224.39,5090661,0.3536,3290742,0.2194,722071,9,0.5082,0.7276,358.25,0.0704,0.3497,0.3847,0.4216,low 3626,Nigeria,2023,urban,Health,Mid_Level,224.39,4262229,0.3021,2974779,0.2334,694394,7,0.4928,0.7518,321.16,0.0539,0.3465,0.4045,0.4382,low 3627,Kenya,2023,urban,Security,Senior,53.87,1762544,0.2297,1357707,0.2861,388407,20,0.6038,0.8617,733.77,0.0815,0.451,0.6495,0.5534,moderate 3628,Ethiopia,2022,urban,Education,Junior,119.93,1576395,0.4507,865977,0.1577,136574,6,0.4501,0.6136,150.62,0.0652,0.2022,0.1672,0.3207,critical 3629,Uganda,2022,rural,Finance,Senior,46.01,344932,0.539,159029,0.1228,19526,7,0.5852,0.6978,399.65,0.0555,0.3346,0.3214,0.3337,critical 3630,Ethiopia,2022,remote,Health,Junior,119.93,1320975,0.6,528390,0.1,52839,6,0.5549,0.6663,84.29,0.0593,0.2295,0.2006,0.2829,critical 3631,Mozambique,2023,rural,Administration,Junior,32.13,352688,0.5208,169006,0.1025,17329,6,0.515,0.5983,115.26,0.0527,0.2092,0.1616,0.2873,critical 3632,Tanzania,2021,urban,Health,Mid_Level,61.31,1041746,0.3068,722152,0.2406,173721,10,0.5406,0.7457,255.0,0.0574,0.3285,0.3452,0.4377,low 3633,Senegal,2025,capital,Education,Junior,18.49,353073,0.1877,286792,0.2652,76071,11,0.6084,0.7776,295.29,0.0613,0.3186,0.456,0.491,low 3634,Mozambique,2021,rural,Health,Junior,30.47,289925,0.5293,136474,0.1061,14478,7,0.5857,0.6891,142.44,0.068,0.2222,0.2208,0.3094,critical 3635,South Africa,2019,remote,Infrastructure,Junior,59.58,3114597,0.4828,1610936,0.1999,322048,15,0.5497,0.8934,558.19,0.0701,0.5257,0.6955,0.4729,low 3636,Botswana,2019,urban,Finance,Mid_Level,2.41,123315,0.2264,95396,0.3906,37260,21,0.5084,0.8658,494.52,0.0855,0.5583,0.5634,0.5856,moderate 3637,Mozambique,2020,rural,Education,Junior,29.66,305411,0.4699,161906,0.1,16190,7,0.5245,0.5982,144.07,0.0523,0.1943,0.237,0.3079,critical 3638,Nigeria,2024,urban,Security,Mid_Level,230.0,5141645,0.3456,3364488,0.2421,814691,7,0.4884,0.679,263.24,0.0615,0.3298,0.3571,0.4122,low 3639,Botswana,2021,capital,Social_Services,Senior,2.49,115116,0.195,92669,0.4169,38636,22,0.6056,0.7795,622.87,0.0819,0.433,0.7305,0.5938,moderate 3640,Kenya,2019,urban,Infrastructure,Junior,49.57,1600806,0.2012,1278666,0.2717,347371,14,0.4765,0.8511,596.68,0.0899,0.4687,0.6987,0.547,moderate 3641,Botswana,2025,urban,Administration,Senior,2.64,107241,0.1848,87424,0.4174,36487,18,0.4961,0.8104,527.18,0.0681,0.4792,0.7188,0.5945,moderate 3642,Uganda,2019,rural,ICT,Mid_Level,41.86,384320,0.5568,170327,0.1215,20699,5,0.522,0.8133,189.77,0.0617,0.3827,0.4773,0.3617,low 3643,Ghana,2025,capital,Health,Junior,34.71,810542,0.2751,587547,0.3068,180263,15,0.5464,0.7365,216.94,0.0585,0.3805,0.4315,0.4871,low 3644,Ethiopia,2024,remote,Health,Junior,126.0,1581969,0.6,632787,0.1,63278,3,0.5801,0.6953,106.97,0.0633,0.1877,0.1708,0.2726,critical 3645,South Africa,2020,capital,ICT,Junior,60.06,3228075,0.2603,2387820,0.3242,774221,20,0.5591,0.8017,420.61,0.0901,0.4848,0.5319,0.5379,moderate 3646,Mozambique,2021,remote,Security,Director,30.47,329610,0.6,131844,0.1,13184,5,0.5114,0.6562,330.9,0.0541,0.2408,0.1996,0.28,critical 3647,Ghana,2023,urban,Security,Executive,33.3,745998,0.2631,549740,0.2854,156912,15,0.583,0.7097,1087.09,0.0629,0.3021,0.4171,0.4715,low 3648,Botswana,2022,capital,Education,Senior,2.52,98744,0.1535,83584,0.4275,35733,18,0.5064,0.9321,779.53,0.0726,0.4391,0.5218,0.5994,moderate 3649,Senegal,2023,urban,Education,Director,17.53,408300,0.2732,296763,0.2579,76538,13,0.5262,0.6985,440.0,0.0488,0.3872,0.4184,0.464,low 3650,Uganda,2018,capital,Security,Junior,40.56,351207,0.4229,202694,0.2261,45834,6,0.5475,0.7643,302.19,0.0528,0.373,0.416,0.4094,low 3651,Mozambique,2021,urban,Health,Senior,30.47,268771,0.4108,158357,0.1384,21922,5,0.5453,0.6277,181.76,0.0503,0.2059,0.2066,0.3298,critical 3652,Kenya,2024,capital,Education,Junior,55.0,1724414,0.1718,1428220,0.3772,538668,16,0.5255,0.9279,564.64,0.0758,0.5266,0.686,0.6018,moderate 3653,Ethiopia,2024,capital,Infrastructure,Mid_Level,126.0,1737745,0.4371,978190,0.1499,146621,6,0.5175,0.6485,102.23,0.0675,0.2118,0.2379,0.3354,critical 3654,Senegal,2022,capital,Justice,Junior,17.07,351049,0.254,261892,0.3072,80456,12,0.4998,0.7863,264.11,0.0587,0.3443,0.3925,0.4849,low 3655,Uganda,2020,urban,Health,Senior,43.2,386759,0.3873,236962,0.2184,51753,8,0.5875,0.8087,339.07,0.0675,0.3127,0.4763,0.428,low 3656,Ethiopia,2022,rural,Education,Junior,119.93,1293687,0.5398,595351,0.1101,65527,4,0.5848,0.6944,122.87,0.0685,0.2154,0.2336,0.3016,critical 3657,Ghana,2023,rural,Education,Senior,33.3,900541,0.2997,630688,0.17,107219,15,0.6404,0.7657,300.93,0.0581,0.2997,0.4515,0.4451,low 3658,Uganda,2018,urban,Agriculture,Mid_Level,40.56,364123,0.3923,221265,0.1747,38645,5,0.5447,0.6943,273.73,0.0589,0.3412,0.3617,0.3825,low 3659,Ethiopia,2025,rural,Infrastructure,Junior,129.15,1484915,0.6,593966,0.1239,73581,4,0.4393,0.705,126.69,0.052,0.1865,0.1901,0.2844,critical 3660,Botswana,2022,remote,Health,Junior,2.52,105294,0.3051,73171,0.2193,16043,17,0.6421,0.8086,575.81,0.0845,0.497,0.7394,0.516,moderate 3661,Senegal,2022,rural,Agriculture,Mid_Level,17.07,324483,0.3428,213248,0.2001,42673,11,0.5959,0.8236,198.44,0.0645,0.3917,0.3246,0.437,low 3662,Nigeria,2019,capital,Administration,Executive,203.29,4570092,0.2969,3213320,0.2647,850484,7,0.6039,0.8166,1057.79,0.0514,0.397,0.4633,0.468,low 3663,Ethiopia,2025,rural,Education,Junior,129.15,1548454,0.6,619381,0.1,61938,5,0.5848,0.6206,121.82,0.0671,0.2109,0.2022,0.2719,critical 3664,Ethiopia,2024,capital,Security,Director,126.0,1331421,0.3461,870599,0.1472,128160,5,0.503,0.6454,341.1,0.0606,0.2163,0.2281,0.354,low 3665,Uganda,2021,remote,Infrastructure,Junior,44.58,331087,0.6,132434,0.1088,14414,8,0.5395,0.805,218.12,0.0655,0.3388,0.3382,0.3357,critical 3666,Senegal,2022,capital,Health,Junior,17.07,429239,0.2501,321907,0.3075,98983,7,0.473,0.7103,285.51,0.0715,0.3402,0.4134,0.4638,low 3667,DRC,2018,rural,Administration,Mid_Level,86.92,545498,0.6,218199,0.1,21819,3,0.5612,0.6688,105.57,0.0604,0.1858,0.1637,0.2678,critical 3668,Ghana,2019,remote,Education,Director,30.64,728941,0.4337,412765,0.1608,66356,10,0.6063,0.773,460.8,0.071,0.3277,0.3571,0.3912,low 3669,Ethiopia,2025,urban,Security,Junior,129.15,1745560,0.4553,950734,0.1392,132296,6,0.562,0.6881,120.06,0.0645,0.1968,0.2014,0.329,critical 3670,Ethiopia,2021,urban,Health,Senior,117.0,1285237,0.4675,684384,0.1613,110420,3,0.4878,0.6193,140.35,0.0675,0.2126,0.1965,0.3148,critical 3671,Botswana,2019,urban,Education,Junior,2.41,109480,0.2027,87283,0.3205,27970,16,0.6044,0.8001,396.09,0.0948,0.443,0.698,0.5535,moderate 3672,Ghana,2024,urban,Finance,Mid_Level,34.0,773647,0.248,581807,0.3069,178580,10,0.5906,0.7553,271.86,0.059,0.3593,0.4064,0.4796,low 3673,Uganda,2021,rural,Administration,Junior,44.58,317691,0.6,127076,0.1279,16252,9,0.4721,0.6887,202.25,0.0483,0.376,0.3835,0.3337,critical 3674,South Africa,2025,urban,Security,Mid_Level,62.5,3138105,0.2968,2206760,0.3359,741215,20,0.5623,0.839,366.41,0.0739,0.5559,0.7362,0.5648,moderate 3675,Senegal,2025,rural,Security,Senior,18.49,411311,0.3779,255872,0.1746,44685,11,0.5394,0.6779,307.27,0.0703,0.3603,0.3275,0.3971,low 3676,Ethiopia,2025,remote,Security,Junior,129.15,1454476,0.6,581790,0.1,58179,4,0.4644,0.6781,111.49,0.07,0.2291,0.2388,0.2835,critical 3677,Uganda,2020,urban,Security,Executive,43.2,329488,0.3769,205287,0.1998,41020,8,0.4824,0.7432,926.42,0.0581,0.3122,0.4237,0.4108,low 3678,Nigeria,2019,capital,Infrastructure,Junior,203.29,4268302,0.3113,2939480,0.257,755579,7,0.4684,0.7748,179.83,0.0508,0.3777,0.3467,0.4426,low 3679,Ghana,2021,capital,Education,Senior,31.94,859286,0.2101,678751,0.2688,182464,12,0.5697,0.7623,326.55,0.0707,0.3852,0.4243,0.49,low 3680,DRC,2025,urban,Education,Junior,108.36,583922,0.4622,314017,0.1297,40722,4,0.5236,0.6709,101.17,0.0485,0.2063,0.2136,0.3195,critical 3681,DRC,2023,rural,Administration,Junior,101.74,567175,0.5989,227475,0.1,22747,3,0.4969,0.7131,114.8,0.056,0.1916,0.1952,0.2784,critical 3682,Mozambique,2023,remote,Education,Mid_Level,32.13,273764,0.6,109505,0.1,10950,4,0.4996,0.701,100.76,0.0549,0.1891,0.2385,0.2829,critical 3683,Tanzania,2021,remote,Health,Junior,61.31,1095152,0.4467,605978,0.1175,71205,8,0.4916,0.7298,270.28,0.0592,0.3405,0.4566,0.3769,low 3684,Mozambique,2023,rural,Education,Senior,32.13,276681,0.51,135569,0.1,13556,7,0.4532,0.6428,138.94,0.0535,0.204,0.1679,0.2986,critical 3685,Rwanda,2024,capital,Agriculture,Junior,14.0,370421,0.1419,317875,0.3364,106945,18,0.4973,0.8159,584.85,0.0912,0.4263,0.5646,0.5651,moderate 3686,DRC,2020,rural,Education,Junior,92.57,570128,0.6,228051,0.1,22805,4,0.4392,0.6276,127.88,0.0636,0.1908,0.1866,0.2669,critical 3687,Rwanda,2019,rural,Education,Senior,12.43,415967,0.2182,325194,0.2614,84994,18,0.5078,0.8341,836.31,0.0951,0.4851,0.5219,0.5316,moderate 3688,Kenya,2019,urban,Security,Mid_Level,49.57,1930774,0.1835,1576453,0.3117,491373,13,0.5761,0.8946,504.02,0.0783,0.4438,0.7629,0.5694,moderate 3689,Rwanda,2022,rural,Health,Junior,13.35,398427,0.2191,311119,0.2285,71089,22,0.5792,0.8272,362.01,0.0862,0.5299,0.6009,0.5445,moderate 3690,Kenya,2025,remote,Agriculture,Senior,56.15,1992272,0.3052,1384133,0.1463,202539,15,0.5071,0.9218,962.06,0.081,0.4993,0.7619,0.5122,moderate 3691,South Africa,2023,capital,ICT,Mid_Level,61.51,2791139,0.2003,2232087,0.4117,918862,15,0.619,0.8987,360.58,0.0746,0.491,0.5398,0.5782,moderate 3692,Ethiopia,2022,remote,Agriculture,Mid_Level,119.93,1597527,0.6,639010,0.1,63901,3,0.4505,0.665,100.32,0.0605,0.2313,0.2351,0.2789,critical 3693,Ghana,2020,rural,Infrastructure,Mid_Level,31.29,694301,0.2971,488008,0.2125,103695,13,0.6056,0.6924,200.78,0.0495,0.3658,0.4185,0.4436,low 3694,Ghana,2021,capital,Health,Junior,31.94,679501,0.2831,487147,0.2649,129050,10,0.5884,0.8242,268.08,0.0541,0.3451,0.3295,0.4616,low 3695,Tanzania,2018,rural,Social_Services,Junior,56.11,1082239,0.4182,629609,0.1573,99009,7,0.6049,0.7122,206.3,0.0506,0.3667,0.4642,0.3922,low 3696,Ethiopia,2019,capital,Administration,Mid_Level,111.37,1524426,0.4553,830310,0.1817,150862,4,0.4755,0.659,109.79,0.0593,0.211,0.1621,0.3278,critical 3697,Senegal,2022,urban,Social_Services,Junior,17.07,381780,0.2294,294202,0.2163,63646,10,0.5253,0.788,197.8,0.0679,0.3025,0.4025,0.4604,low 3698,Ethiopia,2023,capital,Health,Junior,122.93,1422660,0.3942,861827,0.1918,165258,4,0.5765,0.7078,96.64,0.0662,0.2414,0.1798,0.3577,low 3699,Ghana,2022,rural,Security,Senior,32.62,778270,0.3054,540605,0.2064,111566,11,0.5678,0.746,365.69,0.0692,0.3647,0.4199,0.4431,low 3700,DRC,2025,urban,Security,Junior,108.36,669454,0.6,267781,0.1301,34851,3,0.563,0.6286,131.59,0.0691,0.2217,0.2165,0.2781,critical 3701,Rwanda,2024,capital,Justice,Mid_Level,14.0,425781,0.1714,352816,0.3435,121206,21,0.6434,0.7965,573.58,0.0937,0.5373,0.6846,0.5872,moderate 3702,Ethiopia,2025,rural,Health,Mid_Level,129.15,1650619,0.6,660247,0.1088,71864,3,0.451,0.6299,141.09,0.0605,0.1892,0.1793,0.2661,critical 3703,Uganda,2020,urban,Social_Services,Executive,43.2,355885,0.387,218140,0.1742,38003,7,0.5459,0.724,894.35,0.0679,0.3668,0.392,0.3988,low 3704,DRC,2022,rural,Health,Senior,98.59,518954,0.6,207581,0.1,20758,3,0.5266,0.7046,156.89,0.0516,0.1861,0.1647,0.2733,critical 3705,Botswana,2024,urban,Education,Mid_Level,2.6,126735,0.222,98593,0.3584,35340,25,0.5587,0.9121,622.61,0.0842,0.5134,0.6915,0.6039,moderate 3706,Tanzania,2022,urban,Justice,Executive,63.15,1220597,0.2744,885693,0.2156,190980,9,0.4688,0.7488,761.47,0.0603,0.3066,0.3778,0.4386,low 3707,Botswana,2025,capital,Education,Junior,2.64,121962,0.1993,97657,0.4201,41026,27,0.5465,0.8141,616.12,0.0642,0.4832,0.6378,0.6069,moderate 3708,South Africa,2025,urban,Administration,Mid_Level,62.5,3113524,0.2204,2427265,0.3455,838574,14,0.5285,0.8539,517.49,0.0782,0.5582,0.5585,0.556,moderate 3709,South Africa,2025,rural,Social_Services,Mid_Level,62.5,3029020,0.3763,1889232,0.2783,525817,23,0.6584,0.7758,638.59,0.0941,0.5484,0.6857,0.5228,moderate 3710,Rwanda,2024,urban,Infrastructure,Director,14.0,383150,0.1848,312350,0.3176,99212,21,0.5851,0.8733,1012.05,0.088,0.4745,0.703,0.5845,moderate 3711,Tanzania,2019,capital,Health,Junior,57.79,1121928,0.2632,826619,0.2538,209820,10,0.4987,0.8116,290.36,0.05,0.3576,0.386,0.4688,low 3712,Uganda,2021,urban,Infrastructure,Junior,44.58,352678,0.4122,207288,0.2058,42663,5,0.4628,0.7497,246.25,0.0615,0.3619,0.3639,0.3959,low 3713,Botswana,2023,urban,Infrastructure,Mid_Level,2.56,119148,0.1978,95576,0.4063,38828,22,0.6658,0.9259,450.61,0.0922,0.4784,0.7733,0.6212,moderate 3714,South Africa,2025,urban,Education,Mid_Level,62.5,3180682,0.273,2312502,0.3383,782372,20,0.5589,0.9004,530.41,0.0859,0.5372,0.727,0.5778,moderate 3715,Senegal,2022,urban,Education,Mid_Level,17.07,346027,0.2703,252497,0.2264,57163,9,0.5573,0.7797,234.2,0.0661,0.3922,0.3463,0.4523,low 3716,South Africa,2025,urban,Finance,Senior,62.5,3594570,0.2752,2605244,0.337,877938,17,0.5442,0.8625,778.79,0.0936,0.4836,0.6933,0.555,moderate 3717,DRC,2023,rural,ICT,Senior,101.74,526157,0.6,210462,0.1,21046,2,0.5228,0.6629,182.69,0.069,0.2298,0.1738,0.2698,critical 3718,Mozambique,2018,capital,Administration,Junior,28.12,293582,0.4122,172581,0.1384,23887,5,0.5724,0.6396,119.96,0.0575,0.19,0.1951,0.3285,critical 3719,Mozambique,2020,urban,Education,Mid_Level,29.66,277673,0.3742,173760,0.1514,26311,6,0.5804,0.6866,110.77,0.0615,0.2407,0.1886,0.3552,low 3720,South Africa,2019,capital,Administration,Junior,59.58,3562741,0.2364,2720598,0.3882,1056176,18,0.5541,0.8195,568.83,0.0876,0.4946,0.6367,0.569,moderate 3721,Senegal,2023,urban,Social_Services,Junior,17.53,432161,0.2454,326116,0.2471,80577,10,0.5452,0.708,249.6,0.0576,0.3284,0.354,0.4499,low 3722,Rwanda,2024,rural,Infrastructure,Junior,14.0,413747,0.2528,309161,0.2549,78809,29,0.6535,0.8881,394.89,0.0751,0.5388,0.5661,0.5667,moderate 3723,Tanzania,2018,rural,Justice,Junior,56.11,1018526,0.3234,689129,0.1403,96661,7,0.5603,0.7207,296.57,0.0486,0.298,0.368,0.3964,low 3724,Mozambique,2023,remote,Education,Mid_Level,32.13,277111,0.5764,117394,0.1,11739,4,0.5739,0.6684,148.68,0.068,0.2267,0.1883,0.2827,critical 3725,Rwanda,2019,capital,Health,Junior,12.43,319221,0.1548,269799,0.341,92011,25,0.5962,0.8132,384.36,0.0814,0.5435,0.7149,0.6069,moderate 3726,Botswana,2025,urban,Social_Services,Mid_Level,2.64,134537,0.173,111268,0.4033,44870,22,0.5768,0.8442,479.78,0.0921,0.5553,0.6924,0.614,moderate 3727,Mozambique,2019,urban,Education,Mid_Level,28.88,251612,0.4586,136214,0.1372,18691,5,0.4519,0.5919,148.24,0.0618,0.2132,0.1614,0.3084,critical 3728,DRC,2024,urban,Education,Mid_Level,105.0,560925,0.6,224370,0.1271,28521,4,0.4952,0.6177,136.13,0.0562,0.2295,0.2186,0.2793,critical 3729,Senegal,2020,capital,Education,Junior,16.18,404736,0.227,312860,0.2815,88071,9,0.5142,0.7449,321.51,0.064,0.3137,0.4786,0.4771,low 3730,DRC,2020,rural,Administration,Mid_Level,92.57,626389,0.6,250555,0.1,25055,4,0.5502,0.6333,149.49,0.0672,0.2016,0.1778,0.2679,critical 3731,Ghana,2019,capital,Agriculture,Mid_Level,30.64,685408,0.2447,517716,0.272,140805,15,0.6199,0.6923,212.84,0.0707,0.3289,0.4505,0.4761,low 3732,Uganda,2018,urban,Agriculture,Junior,40.56,352789,0.4827,182481,0.1933,35270,7,0.5604,0.7881,183.97,0.0585,0.35,0.3692,0.3853,low 3733,DRC,2024,remote,Social_Services,Mid_Level,105.0,685604,0.6,274241,0.1,27424,4,0.5021,0.6996,140.82,0.0572,0.1796,0.182,0.2761,critical 3734,Botswana,2020,rural,Administration,Junior,2.45,119690,0.275,86770,0.257,22296,15,0.4815,0.8703,604.14,0.0842,0.5302,0.6507,0.5316,moderate 3735,Ethiopia,2020,capital,Social_Services,Mid_Level,114.15,1524502,0.3982,917457,0.1567,143774,5,0.5363,0.6766,90.56,0.05,0.2145,0.2039,0.3454,critical 3736,South Africa,2018,urban,Security,Mid_Level,59.11,2837979,0.3004,1985468,0.2981,591862,17,0.4943,0.8132,555.59,0.0648,0.4222,0.5735,0.5135,moderate 3737,Botswana,2018,urban,Education,Junior,2.38,117826,0.1839,96160,0.3158,30370,23,0.5226,0.7751,448.19,0.0727,0.4329,0.5976,0.5598,moderate 3738,Kenya,2021,capital,Health,Senior,51.68,1890796,0.1949,1522319,0.3267,497395,18,0.6068,0.8256,899.08,0.0887,0.4587,0.6065,0.5583,moderate 3739,Uganda,2019,urban,Social_Services,Mid_Level,41.86,320279,0.3905,195223,0.2036,39751,7,0.5364,0.7665,285.78,0.063,0.3694,0.4266,0.4154,low 3740,Botswana,2025,rural,Infrastructure,Senior,2.64,133019,0.237,101489,0.2934,29778,29,0.5618,0.8325,711.95,0.0835,0.558,0.5995,0.5772,moderate 3741,Tanzania,2024,rural,Security,Mid_Level,67.0,1231948,0.3615,786627,0.1397,109920,8,0.4888,0.7729,302.97,0.0518,0.3667,0.3395,0.4011,low 3742,Ethiopia,2021,capital,Education,Senior,117.0,1370235,0.3542,884836,0.1528,135226,6,0.5099,0.7067,186.61,0.0602,0.2072,0.2219,0.3636,low 3743,Uganda,2024,capital,Finance,Junior,49.0,438967,0.3938,266102,0.1969,52399,7,0.5152,0.8148,246.05,0.0484,0.3742,0.3354,0.4115,low 3744,Ethiopia,2023,rural,Justice,Mid_Level,122.93,1331401,0.6,532560,0.1256,66863,4,0.5329,0.6568,122.47,0.0502,0.2096,0.178,0.2787,critical 3745,Rwanda,2024,rural,Health,Mid_Level,14.0,371470,0.1737,306963,0.2009,61664,24,0.6522,0.8179,627.39,0.0775,0.4442,0.6394,0.5479,moderate 3746,Kenya,2023,urban,Finance,Junior,53.87,1998157,0.1904,1617743,0.3515,568606,16,0.5169,0.9111,412.61,0.0694,0.5221,0.5975,0.5789,moderate 3747,Rwanda,2021,urban,Justice,Mid_Level,13.04,419481,0.1936,338273,0.3439,116321,21,0.6308,0.9095,479.24,0.0851,0.4886,0.5532,0.5807,moderate 3748,Kenya,2023,urban,Education,Mid_Level,53.87,1931815,0.2233,1500428,0.3458,518792,19,0.6614,0.7918,396.3,0.0893,0.5096,0.7441,0.5723,moderate 3749,Tanzania,2023,capital,Security,Junior,65.05,1152235,0.2842,824742,0.2462,203074,8,0.566,0.8166,209.62,0.0509,0.3117,0.3932,0.4535,low 3750,Rwanda,2020,urban,Health,Junior,12.73,364473,0.1901,295181,0.3037,89649,18,0.5396,0.9243,478.17,0.0902,0.4558,0.5553,0.5631,moderate 3751,Rwanda,2021,rural,Social_Services,Junior,13.04,448262,0.2151,351854,0.2354,82812,30,0.6028,0.8938,520.3,0.0683,0.4213,0.7629,0.5826,moderate 3752,Uganda,2024,remote,Security,Mid_Level,49.0,357723,0.6,143089,0.1046,14972,6,0.5527,0.6877,250.58,0.0662,0.3846,0.3984,0.3226,critical 3753,Nigeria,2020,rural,Health,Junior,208.37,4566361,0.3828,2818494,0.1638,461754,9,0.6137,0.7808,289.98,0.0641,0.3261,0.3778,0.4053,low 3754,Nigeria,2019,urban,Health,Director,203.29,3695483,0.2988,2591189,0.2299,595795,8,0.4788,0.8228,542.37,0.0657,0.3737,0.3591,0.4495,low 3755,DRC,2020,rural,Social_Services,Mid_Level,92.57,522603,0.5884,215083,0.1,21508,3,0.488,0.669,152.52,0.0697,0.2204,0.2367,0.2815,critical 3756,DRC,2021,capital,Finance,Mid_Level,95.53,625025,0.5641,272451,0.1266,34505,3,0.4785,0.6639,133.88,0.0632,0.1908,0.1957,0.2864,critical 3757,Nigeria,2018,urban,Education,Senior,198.33,4333337,0.3687,2735435,0.2041,558412,9,0.4846,0.6816,353.06,0.0555,0.3939,0.4682,0.4198,low 3758,Mozambique,2025,capital,Infrastructure,Junior,33.89,349532,0.3853,214859,0.148,31808,4,0.4548,0.6257,101.42,0.0523,0.2321,0.1623,0.334,critical 3759,Nigeria,2019,remote,Administration,Junior,203.29,4437027,0.4843,2288384,0.1313,300483,12,0.5434,0.7,261.82,0.066,0.3884,0.3807,0.3737,low 3760,Senegal,2020,rural,Education,Junior,16.18,322049,0.3068,223235,0.1759,39274,12,0.4835,0.7389,273.68,0.0611,0.3802,0.4628,0.4424,low 3761,Rwanda,2019,remote,Administration,Junior,12.43,408098,0.2716,297240,0.1928,57322,28,0.6969,0.8026,570.82,0.0644,0.552,0.5717,0.5331,moderate 3762,Nigeria,2020,rural,Finance,Mid_Level,208.37,3994145,0.46,2156944,0.1854,399921,12,0.5408,0.783,245.08,0.0706,0.3739,0.389,0.4051,low 3763,Nigeria,2021,capital,Administration,Junior,213.58,3863221,0.2943,2726452,0.2691,733682,11,0.5039,0.7147,210.35,0.0625,0.398,0.4623,0.4645,low 3764,Ethiopia,2022,urban,Education,Senior,119.93,1504161,0.3858,923857,0.1344,124161,4,0.521,0.7099,141.24,0.0674,0.2349,0.1902,0.3461,critical 3765,Ethiopia,2019,urban,Security,Junior,111.37,1490980,0.521,714180,0.1676,119699,5,0.4621,0.68,127.14,0.0492,0.1964,0.1938,0.3152,critical 3766,Uganda,2022,capital,Infrastructure,Director,46.01,352014,0.3098,242955,0.208,50541,7,0.5941,0.7444,528.75,0.0534,0.3011,0.4386,0.4277,low 3767,Senegal,2020,rural,Infrastructure,Mid_Level,16.18,324272,0.2793,233706,0.1748,40851,10,0.541,0.7872,311.33,0.0623,0.3212,0.3673,0.4358,low 3768,Ghana,2025,capital,Health,Director,34.71,744614,0.2639,548114,0.2627,144012,13,0.5001,0.8096,456.2,0.0553,0.3797,0.4108,0.4827,low 3769,Uganda,2021,urban,Infrastructure,Executive,44.58,375233,0.4029,224050,0.1822,40824,7,0.5949,0.7078,907.29,0.0496,0.3636,0.4427,0.3991,low 3770,Ethiopia,2023,remote,Justice,Executive,122.93,1454074,0.6,581629,0.1,58162,5,0.5055,0.6434,548.36,0.0484,0.2199,0.2166,0.2777,critical 3771,South Africa,2025,rural,Health,Mid_Level,62.5,3218827,0.3284,2161611,0.2736,591314,20,0.6202,0.8918,556.5,0.0882,0.4486,0.5457,0.5195,moderate 3772,DRC,2019,remote,ICT,Director,89.7,459540,0.6,183816,0.1,18381,3,0.5208,0.713,294.78,0.0709,0.2128,0.1875,0.2795,critical 3773,DRC,2019,capital,Security,Junior,89.7,523300,0.5639,228188,0.1147,26162,3,0.5749,0.7073,141.8,0.0572,0.1864,0.2232,0.2922,critical 3774,Rwanda,2024,rural,Education,Mid_Level,14.0,445486,0.2495,334348,0.2097,70125,21,0.5671,0.903,618.11,0.0729,0.4906,0.678,0.5449,moderate 3775,Rwanda,2019,rural,Finance,Senior,12.43,378445,0.2448,285810,0.2034,58129,24,0.5815,0.798,777.74,0.088,0.489,0.7363,0.5419,moderate 3776,Kenya,2020,capital,Health,Senior,50.61,1584378,0.1548,1339142,0.2863,383407,16,0.5533,0.8417,869.78,0.0773,0.4171,0.6785,0.5587,moderate 3777,South Africa,2019,capital,Justice,Junior,59.58,3399491,0.2409,2580467,0.4215,1087582,18,0.5978,0.8616,584.84,0.0745,0.5046,0.6606,0.5859,moderate 3778,Nigeria,2018,capital,Administration,Mid_Level,198.33,4101184,0.3292,2751188,0.2154,592560,8,0.556,0.7828,269.44,0.0579,0.3593,0.432,0.4381,low 3779,Uganda,2021,rural,Health,Junior,44.58,385818,0.5141,187476,0.1517,28435,8,0.5101,0.7906,193.95,0.0519,0.3405,0.4249,0.3745,low 3780,Ghana,2020,urban,Social_Services,Senior,31.29,879002,0.2184,687051,0.2936,201736,14,0.5157,0.709,270.34,0.0677,0.3613,0.3225,0.4785,low 3781,Uganda,2019,rural,Agriculture,Senior,41.86,299385,0.6,119754,0.1277,15294,6,0.591,0.7219,396.42,0.0563,0.3752,0.3698,0.3297,critical 3782,Tanzania,2021,capital,Administration,Director,61.31,1204380,0.3034,838972,0.2424,203408,6,0.4565,0.7929,631.41,0.0546,0.3014,0.4774,0.4466,low 3783,Rwanda,2018,urban,Security,Mid_Level,12.14,323459,0.1698,268533,0.3075,82581,20,0.6004,0.9181,575.46,0.0692,0.4421,0.642,0.5806,moderate 3784,Senegal,2018,capital,Education,Junior,15.34,342229,0.1766,281807,0.2481,69921,8,0.5369,0.7279,187.45,0.0565,0.2976,0.4521,0.472,low 3785,Ghana,2020,rural,Security,Mid_Level,31.29,803044,0.3497,522202,0.1906,99509,11,0.474,0.7274,244.38,0.0512,0.3928,0.3213,0.4182,low 3786,Ethiopia,2019,rural,Social_Services,Mid_Level,111.37,1371912,0.5728,586085,0.1273,74588,5,0.4625,0.6807,93.2,0.0577,0.2094,0.2178,0.296,critical 3787,Botswana,2025,urban,Security,Mid_Level,2.64,107503,0.1998,86023,0.4117,35413,23,0.5884,0.8751,592.05,0.0712,0.4405,0.6893,0.6047,moderate 3788,Ethiopia,2018,remote,Education,Junior,108.65,1407316,0.6,562926,0.1,56292,4,0.5656,0.6194,129.59,0.072,0.2163,0.1713,0.2667,critical 3789,Botswana,2020,urban,Education,Mid_Level,2.45,111664,0.2068,88571,0.3832,33943,25,0.5493,0.8369,597.54,0.0881,0.4433,0.5366,0.5801,moderate 3790,Kenya,2023,urban,Finance,Junior,53.87,1818468,0.1765,1497554,0.265,396813,16,0.619,0.9165,421.45,0.0728,0.431,0.7564,0.5683,moderate 3791,Kenya,2018,remote,Security,Senior,48.55,1556573,0.352,1008636,0.1483,149563,19,0.5933,0.9051,815.21,0.0951,0.4886,0.6635,0.4975,low 3792,DRC,2018,capital,Health,Junior,86.92,464765,0.434,263052,0.1176,30941,4,0.5139,0.7055,108.69,0.0495,0.2317,0.2274,0.3326,critical 3793,Nigeria,2020,capital,Administration,Director,208.37,4788938,0.2869,3414867,0.2238,764285,9,0.5498,0.6815,540.33,0.0706,0.3021,0.3442,0.4236,low 3794,Ghana,2022,remote,Administration,Junior,32.62,843221,0.5337,393192,0.1527,60047,10,0.5714,0.7517,249.07,0.0597,0.3093,0.4463,0.3681,low 3795,DRC,2020,capital,Finance,Mid_Level,92.57,564325,0.5413,258874,0.139,35977,4,0.524,0.6587,112.3,0.0593,0.2117,0.2241,0.3018,critical 3796,Ghana,2023,capital,ICT,Director,33.3,777376,0.2879,553577,0.2962,163977,10,0.5757,0.6822,695.36,0.068,0.3343,0.3735,0.4502,low 3797,Tanzania,2020,urban,Agriculture,Senior,59.53,1195795,0.3028,833745,0.214,178406,8,0.5472,0.6967,367.57,0.0602,0.3636,0.331,0.4218,low 3798,Botswana,2021,rural,Justice,Mid_Level,2.49,124372,0.2777,89836,0.2928,26301,26,0.6454,0.9106,379.06,0.0801,0.5378,0.5484,0.564,moderate 3799,Senegal,2019,urban,Agriculture,Mid_Level,15.76,352936,0.2155,276893,0.2721,75347,9,0.5936,0.7493,181.07,0.0595,0.3662,0.4608,0.4818,low 3800,Kenya,2022,remote,Education,Junior,52.76,1815249,0.3589,1163778,0.1476,171758,13,0.5726,0.8303,584.97,0.0724,0.4802,0.6539,0.4676,low 3801,Ethiopia,2025,capital,Education,Junior,129.15,1778232,0.3582,1141249,0.1843,210319,5,0.5641,0.6242,118.23,0.0715,0.1845,0.2097,0.3521,low 3802,Ethiopia,2025,capital,Social_Services,Junior,129.15,1410625,0.364,897198,0.1799,161383,3,0.4998,0.6756,94.05,0.0534,0.1881,0.1621,0.3478,critical 3803,Ghana,2021,urban,Administration,Mid_Level,31.94,911265,0.2977,639939,0.3082,197234,10,0.4862,0.7337,248.77,0.0678,0.3544,0.4724,0.4703,low 3804,Senegal,2020,rural,Security,Junior,16.18,386460,0.3421,254265,0.1626,41352,10,0.5628,0.785,237.61,0.0653,0.3249,0.3688,0.4173,low 3805,Senegal,2018,urban,Education,Mid_Level,15.34,384646,0.2916,272496,0.2371,64613,12,0.6237,0.7535,225.09,0.0517,0.316,0.4567,0.4567,low 3806,Nigeria,2020,urban,Justice,Senior,208.37,3802863,0.363,2422557,0.2273,550644,8,0.5352,0.7916,284.89,0.0497,0.3932,0.4741,0.4416,low 3807,Ethiopia,2022,capital,Health,Junior,119.93,1345294,0.4509,738717,0.1484,109593,3,0.5447,0.6185,99.56,0.062,0.1835,0.2103,0.314,critical 3808,Uganda,2018,capital,Finance,Mid_Level,40.56,295664,0.4146,173080,0.2364,40915,7,0.4919,0.6916,315.8,0.0512,0.3289,0.3726,0.3968,low 3809,South Africa,2020,capital,Education,Mid_Level,60.06,2901613,0.2521,2170163,0.3685,799622,14,0.6105,0.873,533.64,0.0688,0.5081,0.7271,0.5686,moderate 3810,Rwanda,2025,rural,Finance,Senior,14.34,372068,0.209,294295,0.2516,74039,22,0.5102,0.7839,600.24,0.0906,0.5225,0.7186,0.5573,moderate 3811,Ghana,2025,urban,Justice,Junior,34.71,942229,0.2912,667892,0.3091,206445,14,0.4736,0.78,190.25,0.0611,0.314,0.3992,0.4778,low 3812,Tanzania,2024,urban,Health,Junior,67.0,1087927,0.2594,805710,0.2284,183989,10,0.5447,0.7128,254.45,0.0708,0.3378,0.3878,0.4467,low 3813,DRC,2021,capital,Education,Mid_Level,95.53,514998,0.5001,257464,0.1217,31329,3,0.5196,0.6143,106.3,0.0606,0.2199,0.2269,0.2997,critical 3814,Tanzania,2024,urban,Health,Junior,67.0,1025269,0.2596,759058,0.1852,140614,10,0.5475,0.6804,267.65,0.0675,0.3005,0.3403,0.4225,low 3815,Mozambique,2021,capital,Health,Mid_Level,30.47,310370,0.4311,176568,0.1321,23316,7,0.4518,0.6242,87.5,0.0539,0.2299,0.17,0.3264,critical 3816,Ghana,2019,rural,Health,Mid_Level,30.64,856748,0.298,601423,0.1669,100405,11,0.601,0.8153,295.18,0.0636,0.3423,0.4462,0.4459,low 3817,Nigeria,2024,capital,Security,Senior,230.0,5153208,0.3276,3465253,0.2696,934124,12,0.4977,0.7575,463.54,0.0632,0.3953,0.3281,0.4515,low 3818,Tanzania,2019,capital,Health,Mid_Level,57.79,1009550,0.2368,770483,0.2513,193598,9,0.4619,0.7409,283.03,0.0505,0.381,0.4186,0.4672,low 3819,South Africa,2023,capital,Justice,Junior,61.51,3612325,0.2012,2885572,0.3517,1014904,22,0.5586,0.8175,368.76,0.0902,0.484,0.6222,0.5759,moderate 3820,Uganda,2019,rural,Infrastructure,Junior,41.86,293246,0.5644,127740,0.1309,16724,9,0.4956,0.6978,181.7,0.0645,0.328,0.3638,0.338,critical 3821,Uganda,2018,capital,Education,Junior,40.56,340271,0.3026,237314,0.2016,47835,9,0.5651,0.8249,186.91,0.0577,0.3217,0.4706,0.4502,low 3822,Senegal,2025,rural,Education,Mid_Level,18.49,451971,0.3336,301205,0.1935,58271,12,0.4818,0.7887,206.29,0.0689,0.33,0.4103,0.4373,low 3823,DRC,2020,capital,Justice,Mid_Level,92.57,626011,0.4939,316811,0.1142,36183,3,0.495,0.628,113.38,0.0534,0.2408,0.1669,0.2975,critical 3824,South Africa,2023,urban,Infrastructure,Mid_Level,61.51,3655067,0.2745,2651858,0.3227,855706,17,0.6239,0.8463,561.46,0.076,0.525,0.6303,0.547,moderate 3825,Tanzania,2021,remote,Infrastructure,Junior,61.31,1114066,0.3977,671011,0.1098,73677,9,0.467,0.7433,264.83,0.0534,0.3204,0.427,0.3868,low 3826,Ghana,2025,urban,Education,Executive,34.71,954979,0.3171,652167,0.2328,151825,15,0.6168,0.72,1074.53,0.0521,0.3414,0.4164,0.4502,low 3827,Ghana,2018,remote,Administration,Senior,30.01,666736,0.4804,346403,0.1642,56885,9,0.5597,0.7056,417.72,0.0635,0.389,0.3977,0.378,low 3828,South Africa,2024,capital,Security,Senior,62.0,3505825,0.2625,2585450,0.3927,1015352,20,0.6522,0.82,861.76,0.0862,0.5362,0.6494,0.5741,moderate 3829,Botswana,2021,capital,Administration,Junior,2.49,113635,0.1477,96848,0.4173,40410,20,0.5948,0.89,533.0,0.065,0.535,0.6658,0.621,moderate 3830,Botswana,2019,urban,Social_Services,Director,2.41,118819,0.2182,92892,0.3685,34228,21,0.6399,0.8321,1404.39,0.0836,0.439,0.6003,0.5688,moderate 3831,Tanzania,2019,capital,Finance,Junior,57.79,906561,0.2331,695282,0.2436,169362,10,0.534,0.7664,272.57,0.0636,0.4011,0.4174,0.4744,low 3832,Senegal,2022,remote,Security,Mid_Level,17.07,402756,0.3603,257632,0.1414,36418,12,0.5708,0.7032,252.25,0.0674,0.3398,0.4684,0.4116,low 3833,Ethiopia,2018,rural,Education,Mid_Level,108.65,1479548,0.6,591819,0.1099,65029,6,0.5183,0.6584,106.11,0.0612,0.2236,0.2007,0.2837,critical 3834,Tanzania,2019,capital,Education,Senior,57.79,1183632,0.2706,863350,0.2584,223106,6,0.5796,0.7181,301.98,0.0546,0.3498,0.414,0.446,low 3835,South Africa,2018,urban,Security,Senior,59.11,2882974,0.2305,2218482,0.3652,810137,21,0.5835,0.8579,749.75,0.077,0.5323,0.751,0.5932,moderate 3836,Ethiopia,2023,urban,ICT,Junior,122.93,1675174,0.4831,865925,0.1637,141760,4,0.4939,0.614,92.08,0.0555,0.1945,0.2027,0.312,critical 3837,DRC,2024,capital,Justice,Junior,105.0,656665,0.5044,325420,0.135,43924,2,0.432,0.6069,154.59,0.0562,0.2179,0.1846,0.2939,critical 3838,Ghana,2021,urban,Education,Junior,31.94,724504,0.2462,546127,0.2628,143529,14,0.5054,0.7044,212.1,0.0669,0.3235,0.4511,0.4723,low 3839,Ethiopia,2020,urban,Education,Junior,114.15,1336831,0.4525,731866,0.177,129538,5,0.5795,0.7012,114.74,0.0666,0.2082,0.2076,0.3404,critical 3840,Ethiopia,2023,rural,Infrastructure,Junior,122.93,1683009,0.5136,818662,0.1,81866,3,0.5314,0.6243,148.35,0.0622,0.2277,0.1716,0.2877,critical 3841,Tanzania,2021,rural,Education,Junior,61.31,1187911,0.4249,683216,0.1757,120044,9,0.4889,0.8068,319.3,0.0597,0.3064,0.3605,0.3979,low 3842,Nigeria,2024,capital,Education,Junior,230.0,4997989,0.2924,3536349,0.2539,897990,11,0.5905,0.7257,200.78,0.0524,0.3143,0.3383,0.442,low 3843,Senegal,2021,capital,Justice,Junior,16.62,415321,0.1739,343079,0.2547,87387,12,0.6092,0.6881,295.16,0.066,0.3458,0.4203,0.48,low 3844,Mozambique,2020,urban,Health,Junior,29.66,298969,0.3476,195046,0.1229,23974,4,0.5366,0.672,138.31,0.0714,0.2402,0.1766,0.3463,critical 3845,Tanzania,2020,rural,Health,Junior,59.53,1185174,0.3815,733087,0.1561,114417,10,0.59,0.8047,309.23,0.0551,0.3657,0.3378,0.4097,low 3846,South Africa,2025,capital,Education,Director,62.5,3441616,0.2087,2723376,0.3311,901663,19,0.5917,0.8786,998.5,0.0866,0.4698,0.7654,0.5834,moderate 3847,Nigeria,2023,remote,Health,Director,224.39,4996546,0.5649,2173859,0.144,313053,11,0.6248,0.7885,780.7,0.0527,0.3182,0.4012,0.3625,low 3848,Kenya,2023,capital,Finance,Junior,53.87,2126094,0.1976,1705982,0.2895,493828,12,0.6292,0.8323,530.69,0.0943,0.557,0.5449,0.538,moderate 3849,Rwanda,2023,remote,Health,Mid_Level,13.67,443871,0.2242,344372,0.1704,58688,20,0.5029,0.7819,452.53,0.0825,0.5567,0.7633,0.5358,moderate 3850,Uganda,2024,rural,Health,Junior,49.0,424851,0.6,169940,0.1384,23522,8,0.6111,0.7685,291.82,0.0712,0.3721,0.3411,0.3412,critical 3851,Rwanda,2025,rural,Education,Executive,14.34,375843,0.254,280377,0.2593,72693,21,0.6471,0.7753,2542.66,0.0834,0.4931,0.7777,0.5472,moderate 3852,Ethiopia,2018,rural,Security,Junior,108.65,1114077,0.6,445630,0.1066,47485,4,0.5349,0.6352,99.45,0.0537,0.1903,0.2173,0.2727,critical 3853,Nigeria,2019,remote,Health,Junior,203.29,4434928,0.4703,2349306,0.1293,303825,8,0.6063,0.7078,185.65,0.0627,0.337,0.4646,0.3711,low 3854,Tanzania,2025,rural,Health,Mid_Level,69.01,1090208,0.3208,740471,0.1426,105558,8,0.5242,0.7914,253.51,0.0543,0.3122,0.4112,0.4165,low 3855,Senegal,2023,capital,Security,Senior,17.53,355767,0.2436,269102,0.3051,82107,13,0.4926,0.6823,425.98,0.0572,0.3162,0.3915,0.471,low 3856,DRC,2022,capital,Health,Senior,98.59,583744,0.4309,332196,0.1432,47572,4,0.5009,0.6205,204.75,0.0654,0.2342,0.1611,0.3207,critical 3857,Ghana,2023,urban,ICT,Junior,33.3,829381,0.2928,586565,0.2898,169995,13,0.5474,0.8114,261.51,0.0605,0.3875,0.3909,0.4813,low 3858,Senegal,2022,urban,Education,Mid_Level,17.07,356983,0.1981,286276,0.2454,70256,12,0.4743,0.7601,221.51,0.049,0.3077,0.4346,0.4801,low 3859,South Africa,2022,remote,Security,Director,61.02,3025571,0.4416,1689464,0.1923,324925,20,0.6491,0.8547,1072.73,0.0865,0.4554,0.5417,0.4656,low 3860,Tanzania,2022,capital,Security,Junior,63.15,1261655,0.2539,941270,0.2279,214492,8,0.5661,0.6983,226.2,0.0544,0.3382,0.4659,0.4486,low 3861,Tanzania,2023,urban,Health,Mid_Level,65.05,1275807,0.2805,917968,0.2417,221834,8,0.4778,0.7992,259.84,0.0604,0.3947,0.452,0.4648,low 3862,Kenya,2025,rural,Agriculture,Mid_Level,56.15,1880513,0.2355,1437575,0.2458,353425,12,0.6118,0.8096,421.82,0.0642,0.4694,0.5431,0.5053,moderate 3863,Ghana,2019,rural,Finance,Junior,30.64,724021,0.2889,514863,0.2204,113482,15,0.5354,0.7111,191.04,0.0649,0.3101,0.4271,0.4508,low 3864,Tanzania,2020,rural,Education,Junior,59.53,999953,0.4261,573867,0.1655,94978,9,0.5076,0.7703,181.33,0.0625,0.3795,0.3421,0.3951,low 3865,Ethiopia,2024,remote,ICT,Junior,126.0,1691456,0.6,676582,0.1,67658,5,0.4766,0.6298,149.38,0.0522,0.2124,0.2262,0.2758,critical 3866,DRC,2019,remote,ICT,Junior,89.7,533838,0.6,213535,0.1,21353,3,0.5009,0.6724,130.84,0.0637,0.1796,0.2187,0.2732,critical 3867,Mozambique,2023,rural,Security,Junior,32.13,289148,0.4779,150962,0.1,15096,4,0.4674,0.6395,128.9,0.061,0.2312,0.1915,0.3037,critical 3868,South Africa,2021,capital,Justice,Mid_Level,60.54,2848211,0.1999,2278914,0.3407,776445,18,0.4927,0.8974,445.44,0.0934,0.4564,0.6153,0.572,moderate 3869,Ghana,2025,capital,Social_Services,Junior,34.71,866664,0.2759,627548,0.264,165666,9,0.4941,0.7143,236.06,0.0659,0.3025,0.4115,0.4481,low 3870,Botswana,2023,rural,ICT,Senior,2.56,101549,0.2193,79277,0.2866,22719,18,0.5286,0.9094,732.72,0.0767,0.4855,0.5867,0.5554,moderate 3871,Botswana,2018,remote,Education,Mid_Level,2.38,92834,0.2708,67694,0.1775,12018,16,0.5895,0.7679,487.06,0.0853,0.4699,0.559,0.4848,low 3872,Tanzania,2019,capital,Education,Junior,57.79,1008051,0.2348,771403,0.2164,166966,9,0.4593,0.7412,314.38,0.0663,0.3325,0.4078,0.4531,low 3873,DRC,2025,rural,Agriculture,Mid_Level,108.36,727058,0.6,290823,0.1,29082,3,0.5071,0.5902,141.11,0.0524,0.214,0.2339,0.2658,critical 3874,Mozambique,2020,urban,Finance,Mid_Level,29.66,272623,0.4732,143617,0.144,20679,4,0.5175,0.6318,109.25,0.0716,0.204,0.1619,0.3091,critical 3875,Nigeria,2020,rural,Infrastructure,Junior,208.37,3752534,0.4985,1881949,0.1432,269429,8,0.6087,0.7733,211.83,0.0527,0.3412,0.4233,0.3736,low 3876,Uganda,2019,rural,Health,Junior,41.86,343948,0.5845,142897,0.1472,21039,6,0.506,0.6806,175.07,0.058,0.3546,0.4514,0.3384,critical 3877,Kenya,2025,urban,Social_Services,Junior,56.15,2152139,0.1825,1759320,0.2997,527200,12,0.5427,0.8757,425.62,0.0899,0.5527,0.6684,0.5627,moderate 3878,Senegal,2019,rural,Education,Junior,15.76,324274,0.3161,221772,0.1645,36471,9,0.5192,0.7881,303.65,0.0678,0.3178,0.4496,0.4295,low 3879,South Africa,2023,capital,Education,Junior,61.51,3196495,0.2594,2367165,0.368,871060,14,0.5956,0.8988,521.68,0.0792,0.53,0.5257,0.5525,moderate 3880,Mozambique,2022,remote,Social_Services,Junior,31.29,352081,0.6,140832,0.1,14083,6,0.4508,0.6015,123.19,0.0523,0.2049,0.2165,0.2724,critical 3881,Senegal,2023,remote,Administration,Director,17.53,373141,0.3438,244873,0.1411,34561,13,0.5966,0.7796,738.47,0.0578,0.3502,0.352,0.419,low 3882,Botswana,2023,urban,Education,Junior,2.56,115641,0.192,93435,0.4058,37913,28,0.577,0.8214,434.36,0.0737,0.5236,0.6836,0.6174,moderate 3883,Mozambique,2018,rural,Social_Services,Junior,28.12,315460,0.52,151431,0.1,15143,5,0.4642,0.5978,101.33,0.0481,0.2149,0.1708,0.2857,critical 3884,Ethiopia,2018,rural,Agriculture,Mid_Level,108.65,1305269,0.6,522107,0.1,52210,5,0.5061,0.7024,100.89,0.0707,0.2331,0.1739,0.2836,critical 3885,South Africa,2021,capital,Health,Junior,60.54,3242224,0.219,2532099,0.3589,908806,17,0.5102,0.8029,508.83,0.0691,0.5384,0.7114,0.5729,moderate 3886,DRC,2025,urban,Education,Junior,108.36,620894,0.6,248357,0.1187,29470,5,0.5846,0.6344,115.53,0.0552,0.2252,0.2056,0.2804,critical 3887,Ghana,2018,remote,Justice,Director,30.01,693952,0.4955,350072,0.1529,53527,9,0.4973,0.7038,495.02,0.0636,0.3884,0.4781,0.3791,low 3888,Senegal,2019,rural,Health,Junior,15.76,382732,0.3812,236826,0.2045,48431,10,0.5782,0.7304,280.15,0.0517,0.3103,0.4774,0.4191,low 3889,Senegal,2020,remote,Health,Senior,16.18,402604,0.3265,271145,0.1299,35231,13,0.4699,0.7207,320.6,0.0512,0.3067,0.3598,0.4081,low 3890,DRC,2019,remote,Health,Junior,89.7,587789,0.6,235115,0.1,23511,3,0.4884,0.7116,146.42,0.0543,0.2076,0.2197,0.282,critical 3891,Botswana,2024,capital,ICT,Senior,2.6,117124,0.168,97442,0.4041,39372,26,0.6124,0.9031,913.59,0.0865,0.4234,0.6364,0.6155,moderate 3892,Senegal,2020,capital,Security,Mid_Level,16.18,309100,0.2265,239081,0.2438,58289,13,0.5846,0.6756,305.71,0.0496,0.2987,0.3832,0.4564,low 3893,Ethiopia,2019,remote,Administration,Senior,111.37,1283548,0.6,513419,0.1,51341,3,0.574,0.6167,153.02,0.0652,0.2174,0.2367,0.2704,critical 3894,Nigeria,2025,urban,Administration,Director,235.75,5218734,0.3959,3152687,0.2379,750117,7,0.585,0.7211,784.43,0.0605,0.3489,0.453,0.4164,low 3895,Tanzania,2021,capital,Justice,Junior,61.31,1218190,0.3079,843097,0.2276,191866,9,0.4584,0.7941,243.9,0.0543,0.3894,0.3855,0.449,low 3896,Senegal,2024,urban,Administration,Mid_Level,18.0,415862,0.2064,330015,0.2647,87353,11,0.5796,0.8051,280.48,0.06,0.387,0.4381,0.4953,low 3897,South Africa,2024,remote,Health,Mid_Level,62.0,2915256,0.4702,1544542,0.1851,285962,22,0.5213,0.8704,383.85,0.0753,0.4952,0.6998,0.4838,low 3898,Ghana,2022,rural,Health,Mid_Level,32.62,787450,0.3102,543176,0.2168,117749,16,0.5199,0.6986,289.67,0.0718,0.3415,0.4465,0.4502,low 3899,Botswana,2019,capital,Health,Mid_Level,2.41,111457,0.1789,91519,0.3631,33235,16,0.5697,0.8551,476.48,0.0859,0.4781,0.7427,0.5864,moderate 3900,Tanzania,2024,urban,Administration,Mid_Level,67.0,1193121,0.3233,807440,0.2451,197913,6,0.4729,0.7958,241.27,0.0686,0.3344,0.4761,0.4459,low 3901,Mozambique,2019,remote,Justice,Executive,28.88,259534,0.6,103813,0.1,10381,7,0.4913,0.6534,391.66,0.065,0.2253,0.1692,0.28,critical 3902,Mozambique,2023,capital,ICT,Senior,32.13,292556,0.3594,187402,0.1555,29149,7,0.5982,0.6395,178.79,0.0518,0.2005,0.2394,0.3564,low 3903,Kenya,2025,urban,Education,Mid_Level,56.15,1920190,0.223,1492065,0.32,477465,19,0.5543,0.8699,556.88,0.0847,0.5187,0.7515,0.5793,moderate 3904,DRC,2020,capital,Health,Mid_Level,92.57,527995,0.4811,273959,0.1099,30100,5,0.5338,0.6012,113.26,0.0555,0.2331,0.2301,0.3062,critical 3905,DRC,2024,urban,Administration,Junior,105.0,660527,0.5451,300494,0.1133,34058,3,0.4721,0.6918,132.15,0.0703,0.2214,0.1649,0.292,critical 3906,Uganda,2018,rural,Education,Junior,40.56,315375,0.593,128366,0.1458,18719,6,0.5863,0.8208,293.79,0.0526,0.3808,0.4035,0.3548,low 3907,Nigeria,2018,rural,ICT,Junior,198.33,3446913,0.4015,2062945,0.1709,352653,11,0.4927,0.7079,313.35,0.0692,0.3936,0.3481,0.4002,low 3908,DRC,2025,urban,Infrastructure,Mid_Level,108.36,743362,0.4887,380053,0.1314,49924,5,0.5851,0.6314,111.0,0.0529,0.2085,0.1799,0.3067,critical 3909,Kenya,2023,rural,Administration,Junior,53.87,1846683,0.2716,1345171,0.2517,338529,13,0.5199,0.7985,582.56,0.0761,0.5583,0.7746,0.5306,moderate 3910,Ethiopia,2025,rural,Administration,Junior,129.15,1499965,0.6,599986,0.1186,71172,3,0.5175,0.7106,88.85,0.0501,0.238,0.2265,0.2902,critical 3911,Nigeria,2018,urban,Education,Junior,198.33,3433779,0.3037,2390810,0.2416,577582,8,0.5013,0.7144,189.57,0.0622,0.3743,0.4768,0.4467,low 3912,Tanzania,2019,capital,Security,Junior,57.79,1042979,0.286,744665,0.2295,170918,8,0.5224,0.7435,175.11,0.0525,0.3615,0.3228,0.4358,low 3913,Ghana,2020,urban,Finance,Junior,31.29,870277,0.2258,673793,0.2999,202055,16,0.5096,0.6856,193.17,0.0685,0.3996,0.4146,0.4928,low 3914,Mozambique,2025,rural,Agriculture,Director,33.89,335682,0.5556,149162,0.1074,16027,6,0.5011,0.6468,248.85,0.0509,0.2007,0.1994,0.29,critical 3915,Senegal,2019,capital,Health,Senior,15.76,366794,0.1854,298800,0.2818,84203,10,0.5506,0.7993,369.6,0.0549,0.3794,0.3455,0.4915,low 3916,Nigeria,2025,remote,Education,Senior,235.75,5311922,0.6,2124768,0.1114,236748,8,0.5305,0.7578,339.92,0.0498,0.3426,0.365,0.3323,critical 3917,DRC,2021,urban,Finance,Mid_Level,95.53,549181,0.4775,286946,0.1119,32114,3,0.4451,0.6674,129.64,0.0556,0.2389,0.2231,0.3124,critical 3918,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,121893,0.2017,97304,0.3621,35234,17,0.6212,0.8308,532.51,0.0758,0.4874,0.6861,0.5746,moderate 3919,Senegal,2022,capital,Education,Junior,17.07,384000,0.2069,304553,0.2484,75636,7,0.5704,0.6831,232.11,0.0589,0.3451,0.3422,0.4491,low 3920,Botswana,2023,capital,Security,Junior,2.56,116002,0.1648,96886,0.4583,44399,20,0.5196,0.8263,499.71,0.0661,0.5515,0.5717,0.6096,moderate 3921,DRC,2025,urban,Infrastructure,Mid_Level,108.36,565304,0.5214,270550,0.1079,29201,3,0.538,0.6065,125.97,0.0574,0.24,0.2325,0.2924,critical 3922,Uganda,2018,rural,Health,Mid_Level,40.56,354868,0.4941,179530,0.1498,26897,6,0.5826,0.7409,204.89,0.0493,0.3612,0.4293,0.3691,low 3923,Nigeria,2023,urban,Finance,Mid_Level,224.39,3859506,0.3023,2692679,0.2141,576388,11,0.5344,0.6819,309.26,0.0572,0.3056,0.387,0.427,low 3924,Rwanda,2025,rural,Agriculture,Senior,14.34,432200,0.2423,327493,0.2592,84887,22,0.5784,0.8035,833.26,0.0684,0.4859,0.7713,0.5555,moderate 3925,Botswana,2021,capital,Health,Director,2.49,118842,0.1821,97202,0.3875,37662,22,0.5983,0.8954,1257.04,0.0738,0.4948,0.6971,0.6098,moderate 3926,Rwanda,2018,urban,Education,Senior,12.14,352092,0.1704,292111,0.3191,93207,29,0.6954,0.7792,533.85,0.0865,0.5093,0.6642,0.5939,moderate 3927,Senegal,2021,rural,Security,Junior,16.62,346386,0.3839,213422,0.1741,37163,9,0.61,0.7809,258.76,0.0664,0.3208,0.4093,0.4102,low 3928,Tanzania,2020,remote,Health,Junior,59.53,989153,0.4827,511738,0.1047,53554,9,0.5734,0.6762,308.08,0.0685,0.3028,0.3309,0.3428,critical 3929,Senegal,2022,urban,Infrastructure,Mid_Level,17.07,390968,0.2655,287160,0.2728,78335,11,0.4795,0.6954,267.06,0.065,0.3767,0.403,0.4616,low 3930,Kenya,2022,remote,Education,Junior,52.76,2106442,0.394,1276434,0.1432,182730,16,0.6037,0.7952,359.57,0.0652,0.4995,0.5799,0.4545,low 3931,Ethiopia,2020,capital,Security,Senior,114.15,1465761,0.3589,939705,0.191,179525,6,0.4861,0.7128,173.97,0.049,0.2148,0.2021,0.3716,low 3932,DRC,2024,urban,Justice,Senior,105.0,542105,0.5774,229094,0.1148,26297,3,0.4992,0.6964,200.5,0.0631,0.1836,0.2133,0.286,critical 3933,Rwanda,2024,remote,Social_Services,Junior,14.0,475884,0.3015,332391,0.1501,49897,28,0.576,0.8679,434.84,0.0874,0.4439,0.737,0.5304,moderate 3934,Uganda,2018,capital,Health,Junior,40.56,339747,0.3572,218387,0.2085,45527,9,0.5455,0.7511,237.91,0.0715,0.323,0.3449,0.4148,low 3935,South Africa,2021,rural,Health,Senior,60.54,2999627,0.3619,1914096,0.2273,435074,24,0.5708,0.7968,533.89,0.0739,0.4722,0.5291,0.496,low 3936,Rwanda,2022,urban,Infrastructure,Junior,13.35,386493,0.1923,312164,0.3096,96635,29,0.5465,0.7859,649.68,0.0847,0.5142,0.6307,0.5842,moderate 3937,Rwanda,2024,remote,Health,Junior,14.0,466125,0.2245,361457,0.1689,61066,18,0.5562,0.841,404.04,0.0666,0.4779,0.6538,0.5204,moderate 3938,Ethiopia,2023,rural,Health,Junior,122.93,1627252,0.6,650900,0.1239,80661,6,0.4979,0.6023,90.04,0.051,0.2215,0.1696,0.2754,critical 3939,Senegal,2025,rural,ICT,Mid_Level,18.49,370372,0.281,266299,0.1936,51555,7,0.5874,0.6794,265.67,0.0573,0.3617,0.4451,0.4283,low 3940,Ghana,2018,remote,Agriculture,Junior,30.01,858194,0.5061,423868,0.1321,55991,9,0.604,0.7627,244.52,0.0499,0.3544,0.3634,0.3652,low 3941,Mozambique,2019,urban,Health,Mid_Level,28.88,299336,0.4657,159936,0.1188,18993,4,0.5582,0.6597,84.65,0.0655,0.2047,0.181,0.3108,critical 3942,Tanzania,2024,urban,Finance,Senior,67.0,1079258,0.3048,750300,0.19,142544,11,0.5133,0.8115,345.08,0.0683,0.3778,0.3572,0.444,low 3943,Botswana,2023,capital,Health,Junior,2.56,122552,0.1464,104610,0.4187,43795,26,0.5696,0.7824,528.98,0.0682,0.4169,0.554,0.5975,moderate 3944,Botswana,2020,rural,Education,Director,2.45,118247,0.3011,82638,0.2821,23314,16,0.5046,0.8108,1402.5,0.0846,0.4467,0.7015,0.5217,moderate 3945,Nigeria,2020,rural,Education,Junior,208.37,4160923,0.5365,1928442,0.1754,338225,9,0.539,0.7408,179.7,0.0642,0.3191,0.4055,0.3658,low 3946,DRC,2018,rural,Health,Junior,86.92,503254,0.6,201301,0.1,20130,3,0.4566,0.6658,99.65,0.0486,0.1931,0.1788,0.2696,critical 3947,Botswana,2022,urban,Education,Junior,2.52,105658,0.2163,82799,0.3653,30242,27,0.6984,0.8493,628.55,0.0696,0.462,0.6913,0.5974,moderate 3948,Kenya,2019,urban,Administration,Executive,49.57,1753163,0.2217,1364532,0.3175,433291,16,0.5397,0.8694,1814.75,0.088,0.435,0.7068,0.5586,moderate 3949,DRC,2022,capital,Social_Services,Mid_Level,98.59,633214,0.4078,375018,0.113,42363,4,0.5109,0.6235,121.36,0.0569,0.2399,0.1758,0.3214,critical 3950,Senegal,2022,urban,Health,Mid_Level,17.07,334562,0.2211,260595,0.2455,63967,10,0.6065,0.7726,185.41,0.0514,0.3591,0.3561,0.4685,low 3951,South Africa,2019,remote,Security,Junior,59.58,2710364,0.478,1414910,0.1934,273614,17,0.5727,0.9174,369.03,0.0874,0.5433,0.6553,0.4788,low 3952,Tanzania,2025,capital,Security,Junior,69.01,1197113,0.2784,863844,0.2429,209847,8,0.5121,0.747,323.93,0.0672,0.336,0.3781,0.4446,low 3953,Tanzania,2025,rural,Security,Mid_Level,69.01,1077092,0.3315,720065,0.1481,106664,8,0.5657,0.7923,307.72,0.0545,0.376,0.4791,0.4285,low 3954,Ghana,2019,capital,Administration,Junior,30.64,816620,0.2292,629464,0.2813,177040,15,0.535,0.7361,177.35,0.0524,0.3355,0.4265,0.4871,low 3955,Mozambique,2018,urban,Education,Senior,28.12,262263,0.4997,131204,0.1571,20606,4,0.4971,0.6803,155.01,0.0678,0.2399,0.2105,0.3214,critical 3956,Uganda,2019,capital,Finance,Junior,41.86,362397,0.3557,233509,0.2183,50982,7,0.4545,0.7812,298.86,0.0593,0.3586,0.343,0.4205,low 3957,Senegal,2023,remote,Security,Junior,17.53,363543,0.4785,189574,0.1412,26764,9,0.5522,0.6995,313.7,0.0574,0.3177,0.332,0.3581,low 3958,South Africa,2018,urban,Security,Mid_Level,59.11,2957917,0.2865,2110435,0.3818,805832,21,0.6042,0.7977,607.43,0.0667,0.5344,0.6288,0.5623,moderate 3959,Ethiopia,2018,capital,ICT,Mid_Level,108.65,1282043,0.4915,651955,0.1661,108313,6,0.5796,0.6825,90.85,0.0709,0.218,0.1927,0.3271,critical 3960,Senegal,2024,capital,Health,Mid_Level,18.0,411391,0.2181,321663,0.2829,90992,13,0.4908,0.7264,219.02,0.0704,0.3172,0.3788,0.4773,low 3961,Senegal,2025,rural,Health,Director,18.49,353025,0.3268,237643,0.1653,39291,11,0.5087,0.7976,649.45,0.0555,0.3884,0.4444,0.44,low 3962,Senegal,2021,urban,Finance,Mid_Level,16.62,404862,0.2016,323253,0.2382,76983,12,0.6243,0.698,181.52,0.0673,0.3994,0.4344,0.4772,low 3963,South Africa,2022,capital,ICT,Mid_Level,61.02,3422374,0.2628,2522855,0.4206,1061111,14,0.4759,0.8029,623.09,0.0811,0.5117,0.61,0.557,moderate 3964,Senegal,2021,urban,Administration,Junior,16.62,402420,0.2095,318110,0.2329,74084,8,0.499,0.7751,196.22,0.0609,0.2978,0.4773,0.4696,low 3965,Mozambique,2018,rural,Social_Services,Executive,28.12,293915,0.6,117566,0.1025,12055,6,0.5823,0.6536,543.41,0.0711,0.1855,0.2072,0.2779,critical 3966,Nigeria,2018,urban,Security,Junior,198.33,3490702,0.382,2157126,0.2133,460026,10,0.4833,0.8234,232.41,0.0677,0.3379,0.3759,0.4277,low 3967,Ghana,2019,urban,Administration,Mid_Level,30.64,663393,0.2744,481333,0.2693,129632,13,0.5943,0.7599,306.38,0.0634,0.333,0.3802,0.4665,low 3968,Botswana,2024,capital,Health,Senior,2.6,114454,0.1496,97327,0.4431,43122,18,0.6119,0.8228,845.56,0.0887,0.4396,0.7345,0.6092,moderate 3969,Ghana,2022,remote,Health,Senior,32.62,934258,0.4865,479722,0.1654,79357,11,0.5769,0.7601,337.92,0.063,0.3354,0.4719,0.392,low 3970,Tanzania,2024,remote,Security,Senior,67.0,1157820,0.527,547691,0.1117,61196,9,0.4671,0.7938,357.39,0.0716,0.3876,0.4183,0.3684,low 3971,Botswana,2020,urban,Justice,Mid_Level,2.45,113294,0.2174,88658,0.3294,29201,22,0.6525,0.8315,615.23,0.0819,0.4755,0.7778,0.583,moderate 3972,Rwanda,2019,urban,Education,Executive,12.43,333892,0.1373,288037,0.3005,86553,26,0.5614,0.8206,2040.92,0.0844,0.5017,0.6799,0.597,moderate 3973,DRC,2023,remote,Security,Mid_Level,101.74,591513,0.6,236605,0.1,23660,4,0.508,0.5875,155.03,0.0514,0.2106,0.1873,0.2629,critical 3974,Ethiopia,2020,urban,Agriculture,Junior,114.15,1227649,0.4939,621322,0.1651,102554,5,0.5966,0.5912,121.09,0.058,0.191,0.2312,0.3112,critical 3975,Senegal,2019,urban,Education,Junior,15.76,376820,0.2625,277905,0.2612,72592,9,0.4593,0.783,190.92,0.0574,0.3861,0.3855,0.4668,low 3976,Mozambique,2021,remote,Administration,Junior,30.47,338179,0.6,135271,0.1,13527,5,0.5913,0.6886,116.36,0.0567,0.1918,0.182,0.2782,critical 3977,Kenya,2021,urban,Security,Mid_Level,51.68,1642336,0.1831,1341588,0.266,356830,16,0.5595,0.7829,375.54,0.0726,0.4887,0.7757,0.5546,moderate 3978,Ethiopia,2025,urban,Infrastructure,Mid_Level,129.15,1476842,0.5399,679425,0.1444,98090,4,0.579,0.63,120.8,0.0689,0.1991,0.2369,0.2992,critical 3979,Ghana,2019,rural,Health,Mid_Level,30.64,687825,0.3785,427482,0.2029,86722,11,0.6133,0.8087,285.25,0.0653,0.3047,0.3718,0.4225,low 3980,Kenya,2019,urban,Health,Junior,49.57,1771928,0.1755,1461022,0.2716,396772,19,0.5323,0.8463,601.53,0.0761,0.431,0.7242,0.564,moderate 3981,Senegal,2023,rural,Infrastructure,Senior,17.53,368615,0.3019,257319,0.186,47874,8,0.5533,0.8051,378.4,0.05,0.3671,0.4591,0.4444,low 3982,Botswana,2019,urban,Education,Senior,2.41,100553,0.1988,80564,0.3795,30574,20,0.6497,0.9182,678.04,0.0751,0.5128,0.5938,0.5936,moderate 3983,Ghana,2020,capital,Health,Mid_Level,31.29,740146,0.1998,592265,0.3319,196598,10,0.4929,0.7534,299.61,0.0689,0.3295,0.4387,0.4979,low 3984,Uganda,2022,rural,Finance,Junior,46.01,403449,0.5495,181742,0.1359,24694,8,0.5201,0.8024,195.35,0.0487,0.3573,0.3611,0.3588,low 3985,Senegal,2018,capital,Justice,Director,15.34,349218,0.2396,265561,0.2961,78631,13,0.5233,0.6754,673.05,0.0707,0.3907,0.3208,0.4691,low 3986,Tanzania,2025,capital,Infrastructure,Senior,69.01,1210891,0.2834,867706,0.2163,187706,11,0.4696,0.7698,270.32,0.049,0.3259,0.3224,0.441,low 3987,DRC,2019,capital,Administration,Junior,89.7,556250,0.5127,271036,0.1381,37439,3,0.4631,0.6008,94.26,0.0606,0.2161,0.2231,0.2979,critical 3988,Uganda,2024,rural,Health,Mid_Level,49.0,341752,0.6,136700,0.1411,19283,8,0.5511,0.7587,253.5,0.0701,0.3341,0.4446,0.3469,critical 3989,South Africa,2020,capital,Education,Junior,60.06,3126183,0.1899,2532586,0.4104,1039296,21,0.503,0.8747,636.39,0.066,0.4689,0.7526,0.611,moderate 3990,Ghana,2018,remote,ICT,Junior,30.01,742471,0.5379,343117,0.1276,43778,11,0.4728,0.7869,272.68,0.0687,0.3175,0.4072,0.3654,low 3991,Nigeria,2023,urban,Administration,Junior,224.39,3973778,0.3079,2750121,0.2516,692007,11,0.6078,0.7675,312.73,0.061,0.3939,0.4592,0.4639,low 3992,Tanzania,2021,capital,ICT,Mid_Level,61.31,1183438,0.259,876973,0.2255,197729,8,0.5089,0.7619,296.17,0.0617,0.3527,0.3691,0.4481,low 3993,Botswana,2021,capital,Justice,Senior,2.49,103111,0.1725,85324,0.3772,32181,28,0.5751,0.9119,840.14,0.0949,0.5223,0.6784,0.628,moderate 3994,Kenya,2021,urban,Health,Executive,51.68,1845339,0.2095,1458658,0.2785,406196,16,0.5165,0.8022,2057.05,0.0717,0.5145,0.6179,0.5408,moderate 3995,Ghana,2021,rural,Security,Junior,31.94,901665,0.3353,599365,0.2088,125171,14,0.509,0.7461,178.14,0.0559,0.3258,0.4434,0.4422,low 3996,Ghana,2019,capital,Health,Senior,30.64,684143,0.2538,510488,0.2677,136646,10,0.5896,0.7773,409.77,0.0703,0.3889,0.4555,0.4795,low 3997,Nigeria,2019,capital,ICT,Mid_Level,203.29,4125981,0.3007,2885367,0.2698,778547,10,0.4833,0.6904,220.42,0.0689,0.3397,0.4596,0.4508,low 3998,Tanzania,2022,remote,Administration,Junior,63.15,1154214,0.5365,534950,0.1016,54335,7,0.5644,0.8122,220.55,0.0575,0.3893,0.3626,0.3558,low 3999,Botswana,2025,capital,Education,Junior,2.64,104272,0.1515,88470,0.422,37331,18,0.6474,0.8243,505.6,0.0853,0.4365,0.6988,0.5998,moderate 4000,Rwanda,2018,rural,Infrastructure,Junior,12.14,386983,0.1794,317551,0.2687,85320,24,0.5751,0.8185,484.98,0.089,0.493,0.6873,0.5731,moderate 4001,Senegal,2018,remote,Infrastructure,Mid_Level,15.34,312424,0.3365,207287,0.1278,26489,13,0.5598,0.7145,263.96,0.0564,0.321,0.4384,0.4134,low 4002,Mozambique,2019,rural,Security,Junior,28.88,305802,0.4634,164081,0.1102,18086,5,0.466,0.6019,115.37,0.0549,0.208,0.2276,0.3081,critical 4003,Mozambique,2018,urban,Health,Mid_Level,28.12,291632,0.4922,148085,0.1481,21937,6,0.4706,0.6915,84.53,0.0652,0.2298,0.1781,0.3235,critical 4004,Senegal,2020,capital,Social_Services,Junior,16.18,341389,0.2162,267582,0.2874,76900,12,0.5822,0.8171,213.27,0.053,0.3657,0.3434,0.4913,low 4005,Ghana,2023,remote,Finance,Junior,33.3,956114,0.4289,546010,0.13,70965,11,0.4767,0.6875,182.13,0.0589,0.3457,0.4373,0.3842,low 4006,Mozambique,2022,remote,Administration,Junior,31.29,269818,0.6,107927,0.1,10792,5,0.4504,0.6447,116.38,0.0683,0.2192,0.1922,0.2753,critical 4007,Kenya,2022,urban,Education,Senior,52.76,1828458,0.2137,1437779,0.2647,380641,13,0.5668,0.8915,669.36,0.0943,0.5413,0.6564,0.5488,moderate 4008,Mozambique,2023,rural,Education,Junior,32.13,350683,0.5669,151876,0.1111,16879,5,0.4442,0.6015,95.32,0.0655,0.1805,0.2255,0.2794,critical 4009,DRC,2023,urban,Infrastructure,Director,101.74,531667,0.5105,260259,0.1117,29076,5,0.5941,0.6944,278.76,0.0693,0.209,0.2115,0.309,critical 4010,Kenya,2025,capital,Social_Services,Junior,56.15,2184316,0.1835,1783523,0.3105,553834,20,0.513,0.7894,394.45,0.0909,0.5446,0.6689,0.5715,moderate 4011,Kenya,2020,urban,Education,Junior,50.61,1951939,0.1778,1604952,0.2691,431905,13,0.6226,0.8267,544.43,0.065,0.4943,0.7141,0.5502,moderate 4012,Ethiopia,2018,urban,Education,Senior,108.65,1368393,0.5416,627335,0.1483,93002,5,0.5228,0.6209,171.62,0.0539,0.1795,0.2375,0.299,critical 4013,Botswana,2025,rural,Health,Junior,2.64,107922,0.2895,76683,0.2408,18467,18,0.6048,0.8462,546.2,0.082,0.5007,0.7469,0.5345,moderate 4014,Kenya,2019,capital,Finance,Mid_Level,49.57,1730029,0.1829,1413659,0.3346,473020,17,0.6416,0.7735,632.5,0.0828,0.4235,0.5339,0.5422,moderate 4015,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1342888,0.6,537155,0.1254,67337,4,0.5463,0.5873,116.4,0.0663,0.2315,0.203,0.2729,critical 4016,Botswana,2022,capital,Education,Mid_Level,2.52,122659,0.1399,105498,0.459,48418,28,0.5546,0.7727,452.31,0.0947,0.4816,0.6016,0.624,moderate 4017,Senegal,2025,capital,Administration,Senior,18.49,392487,0.2408,297964,0.2895,86246,11,0.5899,0.75,452.04,0.067,0.3927,0.4476,0.4862,low 4018,Ghana,2025,capital,Education,Mid_Level,34.71,800891,0.2781,578176,0.2658,153653,12,0.5516,0.806,213.87,0.0713,0.3282,0.3461,0.4652,low 4019,Tanzania,2020,remote,Health,Junior,59.53,1004521,0.5038,498421,0.1125,56093,7,0.5065,0.7789,240.42,0.0617,0.3969,0.4397,0.3702,low 4020,Mozambique,2024,urban,Infrastructure,Junior,33.0,328468,0.3649,208599,0.1394,29072,6,0.5358,0.6155,99.94,0.0568,0.2124,0.1869,0.3409,critical 4021,Tanzania,2023,rural,Health,Junior,65.05,1207618,0.4011,723289,0.1492,107940,7,0.5946,0.7424,206.88,0.0653,0.3244,0.3625,0.3846,low 4022,South Africa,2024,remote,Finance,Mid_Level,62.0,3148979,0.4503,1730836,0.2019,349505,22,0.507,0.7818,562.39,0.081,0.5552,0.5469,0.4704,low 4023,Kenya,2025,capital,Health,Senior,56.15,1967808,0.1646,1643825,0.3432,564222,16,0.6467,0.8966,820.17,0.0743,0.4203,0.7273,0.5839,moderate 4024,Senegal,2018,capital,Agriculture,Senior,15.34,328279,0.2237,254844,0.307,78235,9,0.4627,0.7083,362.96,0.0667,0.3415,0.4142,0.4751,low 4025,Senegal,2022,urban,Health,Junior,17.07,341996,0.2207,266530,0.2233,59517,8,0.5493,0.7432,212.53,0.0537,0.3125,0.4307,0.4565,low 4026,Rwanda,2021,rural,Education,Junior,13.04,429062,0.1764,353378,0.2258,79810,26,0.6338,0.8469,589.67,0.0793,0.5394,0.5842,0.5668,moderate 4027,Senegal,2021,capital,Agriculture,Junior,16.62,385452,0.2369,294123,0.2634,77471,11,0.5819,0.8005,190.77,0.0611,0.3946,0.3654,0.4802,low 4028,Rwanda,2023,capital,Social_Services,Mid_Level,13.67,465466,0.1555,393104,0.3516,138234,25,0.6503,0.8904,385.34,0.0736,0.5168,0.5462,0.6014,moderate 4029,Ethiopia,2023,remote,Education,Junior,122.93,1631787,0.6,652714,0.1,65271,3,0.4677,0.5851,116.27,0.0692,0.2192,0.1614,0.2583,critical 4030,DRC,2018,rural,Health,Junior,86.92,552554,0.6,221021,0.1,22102,3,0.488,0.6178,113.34,0.0524,0.2386,0.1853,0.2676,critical 4031,Kenya,2023,capital,Education,Mid_Level,53.87,2016920,0.1443,1725914,0.3028,522689,20,0.5544,0.9104,389.97,0.09,0.5079,0.5638,0.5834,moderate 4032,Botswana,2018,rural,Education,Junior,2.38,96852,0.2374,73860,0.2707,19995,22,0.65,0.7985,573.96,0.0931,0.4219,0.7153,0.5468,moderate 4033,Kenya,2020,urban,Health,Junior,50.61,1565301,0.1809,1282197,0.2648,339564,22,0.6577,0.8757,447.56,0.0942,0.5594,0.7266,0.5859,moderate 4034,Tanzania,2023,urban,Administration,Mid_Level,65.05,1217362,0.2582,903061,0.1846,166747,11,0.5638,0.7778,182.56,0.0581,0.3273,0.4537,0.4539,low 4035,Ethiopia,2021,urban,Health,Junior,117.0,1345947,0.5267,636978,0.1701,108321,4,0.5021,0.7118,111.23,0.0631,0.187,0.1943,0.3157,critical 4036,DRC,2019,urban,Education,Mid_Level,89.7,504960,0.6,201984,0.1137,22970,2,0.4987,0.5979,94.59,0.0512,0.2284,0.1944,0.2654,critical 4037,Ghana,2018,urban,Education,Mid_Level,30.01,849764,0.2344,650581,0.2514,163573,14,0.5781,0.7992,272.38,0.0526,0.3852,0.3457,0.4822,low 4038,South Africa,2018,remote,Agriculture,Junior,59.11,2903643,0.3565,1868539,0.1924,359506,24,0.6282,0.8945,529.53,0.0643,0.4819,0.5293,0.5043,moderate 4039,Ethiopia,2018,capital,Administration,Junior,108.65,1284925,0.4832,663987,0.177,117510,3,0.5062,0.6852,115.96,0.0532,0.219,0.1926,0.3249,critical 4040,Botswana,2022,capital,Administration,Director,2.52,106863,0.1541,90399,0.3634,32847,23,0.5386,0.8695,1584.3,0.0698,0.4497,0.5437,0.5896,moderate 4041,Uganda,2020,remote,Health,Mid_Level,43.2,333570,0.6,133428,0.1,13342,8,0.5835,0.6811,261.49,0.058,0.2982,0.3689,0.3139,critical 4042,DRC,2019,rural,Finance,Senior,89.7,613893,0.6,245557,0.1,24555,5,0.4679,0.592,176.72,0.0597,0.237,0.1965,0.2697,critical 4043,Nigeria,2021,urban,Finance,Senior,213.58,4422519,0.3775,2753015,0.2071,570054,12,0.6253,0.8185,483.62,0.0647,0.368,0.3308,0.43,low 4044,Nigeria,2020,rural,Education,Mid_Level,208.37,4275502,0.4645,2289411,0.1615,369670,12,0.5067,0.7906,178.81,0.0681,0.3771,0.4766,0.4082,low 4045,Kenya,2018,rural,Education,Junior,48.55,1548952,0.2936,1094194,0.2537,277633,19,0.5355,0.833,422.31,0.0662,0.5293,0.5472,0.5201,moderate 4046,Senegal,2023,urban,Health,Junior,17.53,336478,0.2556,250486,0.2588,64815,13,0.5166,0.7014,246.19,0.0675,0.3569,0.471,0.4713,low 4047,Ghana,2018,rural,Security,Junior,30.01,684601,0.343,449775,0.1856,83462,11,0.5803,0.6885,287.25,0.06,0.3158,0.4271,0.4157,low 4048,DRC,2020,capital,Agriculture,Junior,92.57,519359,0.4757,272281,0.1268,34511,4,0.5148,0.6544,125.07,0.0703,0.1849,0.2131,0.3107,critical 4049,Senegal,2018,urban,Social_Services,Junior,15.34,289577,0.2443,218834,0.2418,52913,13,0.6252,0.7168,298.05,0.0604,0.3542,0.3383,0.4586,low 4050,Tanzania,2024,rural,ICT,Senior,67.0,1193923,0.4526,653562,0.1482,96889,10,0.4778,0.7255,457.85,0.0486,0.3887,0.3264,0.3792,low 4051,Rwanda,2023,urban,Health,Senior,13.67,359204,0.1848,292834,0.3703,108428,27,0.6865,0.8713,966.47,0.0895,0.5164,0.7771,0.6239,moderate 4052,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,3815626,0.3116,2626767,0.2369,622202,7,0.5296,0.7101,210.52,0.0695,0.3271,0.4637,0.4344,low 4053,Uganda,2022,remote,Security,Junior,46.01,316742,0.6,126696,0.1115,14130,5,0.5879,0.7483,179.43,0.0551,0.3878,0.3871,0.3301,critical 4054,DRC,2024,urban,Health,Junior,105.0,702048,0.4711,371279,0.1306,48484,3,0.5844,0.5976,123.48,0.0489,0.1947,0.2284,0.3043,critical 4055,Ghana,2019,remote,Agriculture,Mid_Level,30.64,733797,0.5373,339541,0.1614,54802,15,0.5005,0.715,301.15,0.0641,0.3379,0.3943,0.374,low 4056,Kenya,2021,urban,Infrastructure,Mid_Level,51.68,1715149,0.1984,1374935,0.2782,382504,14,0.5874,0.929,413.72,0.0932,0.5085,0.7677,0.5719,moderate 4057,Botswana,2021,rural,Infrastructure,Executive,2.49,97136,0.2075,76978,0.2982,22952,16,0.6329,0.781,1534.92,0.0746,0.5233,0.67,0.5491,moderate 4058,Nigeria,2025,rural,Agriculture,Mid_Level,235.75,4582115,0.4751,2405368,0.1918,461449,12,0.484,0.7433,263.85,0.0652,0.3291,0.4773,0.4013,low 4059,Ghana,2021,urban,Justice,Mid_Level,31.94,895545,0.2275,691819,0.2335,161536,15,0.5509,0.7074,286.46,0.0719,0.4024,0.4741,0.4828,low 4060,DRC,2019,remote,Health,Junior,89.7,486260,0.6,194504,0.1,19450,4,0.5915,0.6076,93.34,0.0519,0.2141,0.2306,0.2706,critical 4061,Ghana,2023,urban,ICT,Mid_Level,33.3,903656,0.27,659669,0.2829,186647,11,0.471,0.7669,218.33,0.0612,0.3659,0.3923,0.4716,low 4062,Botswana,2019,rural,Health,Junior,2.41,102655,0.2075,81357,0.257,20905,25,0.6523,0.8426,405.09,0.0952,0.5376,0.5214,0.5572,moderate 4063,Mozambique,2022,remote,Administration,Junior,31.29,323328,0.6,129331,0.1,12933,7,0.5227,0.593,135.98,0.0707,0.2333,0.162,0.271,critical 4064,Tanzania,2025,capital,ICT,Mid_Level,69.01,1102864,0.2218,858203,0.2195,188398,7,0.4494,0.8086,193.97,0.0717,0.3252,0.4119,0.4619,low 4065,Ghana,2023,urban,Finance,Senior,33.3,723778,0.2551,539168,0.2929,157946,11,0.4721,0.7032,414.85,0.0712,0.3215,0.4028,0.4649,low 4066,Senegal,2019,remote,Administration,Junior,15.76,298473,0.4224,172392,0.1396,24057,11,0.5107,0.6786,179.82,0.0667,0.3533,0.3634,0.3802,low 4067,Ghana,2025,remote,Social_Services,Mid_Level,34.71,897785,0.4555,488811,0.133,65026,14,0.5595,0.7569,278.26,0.0569,0.3715,0.3597,0.391,low 4068,South Africa,2024,remote,Agriculture,Junior,62.0,3077337,0.4947,1555113,0.1792,278635,23,0.5758,0.9146,479.55,0.0825,0.4345,0.7736,0.4866,low 4069,South Africa,2022,urban,Health,Mid_Level,61.02,3162693,0.2486,2376395,0.3437,816821,20,0.6328,0.8231,614.22,0.0675,0.4945,0.6963,0.5663,moderate 4070,DRC,2025,urban,Security,Senior,108.36,715027,0.6,286010,0.1102,31506,4,0.5867,0.646,200.65,0.0558,0.1946,0.1822,0.2721,critical 4071,Ethiopia,2018,rural,Social_Services,Junior,108.65,1120632,0.5753,475878,0.1211,57647,4,0.5574,0.6132,130.22,0.0655,0.2295,0.2147,0.2829,critical 4072,Senegal,2025,capital,Infrastructure,Junior,18.49,467608,0.2203,364610,0.2837,103454,13,0.4928,0.7259,223.5,0.0508,0.3563,0.369,0.4798,low 4073,Uganda,2019,capital,Health,Junior,41.86,346023,0.3186,235776,0.2358,55604,6,0.4879,0.7206,198.66,0.072,0.3728,0.3681,0.4265,low 4074,Ethiopia,2025,rural,Justice,Junior,129.15,1418095,0.6,567238,0.1092,61943,6,0.4682,0.6026,128.73,0.0615,0.2129,0.193,0.2733,critical 4075,Ghana,2020,capital,Social_Services,Junior,31.29,875422,0.2396,665690,0.3296,219406,15,0.5699,0.7946,190.59,0.0508,0.371,0.3281,0.4991,low 4076,Mozambique,2023,urban,Education,Junior,32.13,362239,0.4684,192567,0.1491,28703,7,0.5805,0.6071,151.81,0.0575,0.2139,0.2248,0.3226,critical 4077,Nigeria,2024,urban,Infrastructure,Junior,230.0,3978340,0.3574,2556373,0.2433,621915,9,0.4633,0.7599,190.46,0.0589,0.3813,0.3563,0.4317,low 4078,Mozambique,2025,rural,Education,Junior,33.89,295661,0.6,118264,0.1,11826,6,0.5635,0.6182,111.39,0.0551,0.229,0.2396,0.2796,critical 4079,DRC,2025,capital,Security,Mid_Level,108.36,734037,0.495,370714,0.1244,46113,3,0.5663,0.6724,89.33,0.0704,0.2213,0.1724,0.3051,critical 4080,Tanzania,2021,urban,Agriculture,Mid_Level,61.31,1259363,0.2442,951885,0.2124,202167,7,0.4523,0.7917,288.65,0.0704,0.3593,0.3609,0.4503,low 4081,Kenya,2020,urban,Security,Junior,50.61,1989712,0.237,1518128,0.3356,509457,14,0.5307,0.8844,441.72,0.0764,0.5147,0.5288,0.5467,moderate 4082,Nigeria,2019,capital,Education,Mid_Level,203.29,4485424,0.2615,3312622,0.2412,798935,7,0.5222,0.6788,223.34,0.0679,0.3958,0.3788,0.4417,low 4083,Kenya,2020,rural,Security,Junior,50.61,1986865,0.265,1460350,0.2533,369894,21,0.6626,0.7835,430.12,0.0759,0.5258,0.5964,0.5293,moderate 4084,Mozambique,2019,urban,Education,Senior,28.88,331286,0.3981,199398,0.12,23920,6,0.5209,0.6414,163.93,0.0593,0.1871,0.209,0.3313,critical 4085,Mozambique,2025,remote,Security,Junior,33.89,381735,0.6,152694,0.1,15269,5,0.5598,0.6887,124.25,0.0549,0.203,0.2099,0.2821,critical 4086,Kenya,2019,urban,Health,Senior,49.57,1673444,0.1981,1341999,0.3436,461117,16,0.5598,0.8152,888.17,0.078,0.4873,0.648,0.5622,moderate 4087,Senegal,2023,urban,Finance,Mid_Level,17.53,401494,0.2635,295717,0.2442,72200,14,0.5686,0.7947,244.87,0.0561,0.3526,0.4124,0.4759,low 4088,Senegal,2020,rural,Finance,Mid_Level,16.18,333340,0.322,226017,0.1713,38709,10,0.5685,0.6985,211.82,0.0566,0.3262,0.3479,0.4095,low 4089,Uganda,2024,capital,Security,Mid_Level,49.0,352422,0.3307,235877,0.1854,43730,5,0.498,0.7883,234.65,0.0617,0.311,0.461,0.4216,low 4090,Ethiopia,2020,capital,Education,Director,114.15,1423218,0.3563,916081,0.151,138292,5,0.5739,0.5957,262.88,0.0491,0.1863,0.171,0.3363,critical 4091,Mozambique,2021,capital,Security,Junior,30.47,295628,0.455,161130,0.1435,23128,4,0.5013,0.6457,117.88,0.0591,0.1996,0.2037,0.3193,critical 4092,Rwanda,2024,urban,Infrastructure,Senior,14.0,407222,0.1384,350849,0.3168,111165,25,0.6663,0.91,870.82,0.0762,0.4572,0.6348,0.6028,moderate 4093,Nigeria,2020,remote,Health,Mid_Level,208.37,4022508,0.6,1609003,0.1296,208596,7,0.5554,0.7489,267.43,0.0502,0.351,0.4045,0.3378,critical 4094,Botswana,2019,urban,Administration,Junior,2.41,100554,0.1761,82848,0.3745,31027,25,0.629,0.8435,637.99,0.0749,0.5318,0.7348,0.6153,moderate 4095,Kenya,2018,capital,ICT,Junior,48.55,1785151,0.1461,1524329,0.3626,552714,15,0.5737,0.7732,382.37,0.0903,0.498,0.722,0.5796,moderate 4096,DRC,2019,urban,Social_Services,Mid_Level,89.7,565496,0.4766,295984,0.1174,34758,4,0.4653,0.6239,84.64,0.0711,0.2349,0.1674,0.304,critical 4097,Senegal,2024,urban,ICT,Mid_Level,18.0,361163,0.2776,260894,0.2788,72732,11,0.5289,0.7913,187.62,0.0682,0.3879,0.3673,0.472,low 4098,Mozambique,2018,capital,ICT,Senior,28.12,269328,0.4438,149796,0.169,25314,7,0.5283,0.6917,130.06,0.0518,0.2183,0.1683,0.3412,critical 4099,Nigeria,2018,capital,Finance,Mid_Level,198.33,4473500,0.2906,3173434,0.2531,803156,11,0.5954,0.724,283.69,0.0693,0.384,0.3725,0.4524,low 4100,Tanzania,2023,rural,Education,Mid_Level,65.05,1026126,0.3602,656489,0.1346,88372,7,0.4657,0.817,199.57,0.0497,0.3763,0.4238,0.4137,low 4101,Ethiopia,2023,remote,Security,Mid_Level,122.93,1456072,0.6,582428,0.1,58242,4,0.4442,0.6404,111.14,0.0524,0.2232,0.2244,0.2758,critical 4102,Uganda,2019,urban,Education,Mid_Level,41.86,294084,0.4753,154297,0.1673,25814,8,0.4833,0.7906,217.31,0.067,0.3936,0.4697,0.3979,low 4103,DRC,2024,urban,Finance,Director,105.0,703948,0.5367,326106,0.112,36511,3,0.4907,0.6462,359.52,0.0558,0.1976,0.1621,0.2842,critical 4104,Kenya,2018,rural,Health,Director,48.55,1475098,0.3031,1028027,0.1981,203687,18,0.6161,0.8034,1295.72,0.089,0.4416,0.6558,0.499,low 4105,Kenya,2022,rural,Education,Mid_Level,52.76,2095938,0.2926,1482742,0.1916,284100,13,0.5351,0.8337,449.18,0.0782,0.5552,0.7292,0.5108,moderate 4106,Ghana,2019,urban,Security,Junior,30.64,662843,0.3194,451109,0.2925,131955,15,0.6073,0.7769,289.76,0.0606,0.3245,0.3351,0.4633,low 4107,Uganda,2022,capital,Social_Services,Mid_Level,46.01,422765,0.3435,277547,0.2049,56874,6,0.4904,0.7466,184.68,0.068,0.3079,0.465,0.4196,low 4108,Mozambique,2021,rural,ICT,Mid_Level,30.47,284438,0.5312,133342,0.1,13334,6,0.5493,0.7006,104.46,0.0496,0.1924,0.237,0.3052,critical 4109,Ghana,2025,urban,Infrastructure,Senior,34.71,862057,0.3196,586570,0.2968,174092,14,0.5774,0.706,303.64,0.0688,0.3228,0.359,0.4534,low 4110,Nigeria,2024,capital,Security,Mid_Level,230.0,3962352,0.2617,2925227,0.2369,692911,8,0.4792,0.8031,313.74,0.0522,0.3582,0.3893,0.459,low 4111,South Africa,2021,remote,Health,Executive,60.54,3032850,0.4394,1700254,0.2135,362929,21,0.6308,0.7815,2083.79,0.0739,0.4782,0.5817,0.4692,low 4112,Senegal,2022,urban,Health,Mid_Level,17.07,351166,0.2514,262875,0.2736,71930,10,0.5626,0.8043,268.35,0.0716,0.306,0.378,0.4696,low 4113,Tanzania,2023,urban,Education,Junior,65.05,1249635,0.331,835971,0.2243,187519,11,0.5475,0.7986,191.09,0.0717,0.3893,0.463,0.4558,low 4114,Ghana,2025,rural,Health,Director,34.71,781623,0.413,458839,0.1994,91511,10,0.51,0.7155,709.5,0.0657,0.3424,0.3884,0.402,low 4115,Nigeria,2019,urban,Security,Mid_Level,203.29,3614223,0.3687,2281495,0.2649,604461,11,0.4637,0.7983,179.5,0.0512,0.323,0.3987,0.4435,low 4116,Botswana,2024,rural,Education,Mid_Level,2.6,105430,0.2976,74059,0.2505,18552,18,0.6557,0.801,404.5,0.0955,0.4278,0.5286,0.499,low 4117,Botswana,2021,capital,Administration,Mid_Level,2.49,113253,0.1351,97955,0.3748,36717,27,0.5621,0.7697,419.31,0.0882,0.5429,0.5942,0.6066,moderate 4118,Uganda,2019,rural,Education,Junior,41.86,322884,0.5175,155779,0.1222,19028,9,0.4902,0.73,270.6,0.0673,0.3591,0.3779,0.3569,low 4119,Tanzania,2018,urban,Agriculture,Junior,56.11,1049245,0.3312,701740,0.1856,130214,10,0.5547,0.7238,279.08,0.0649,0.3771,0.386,0.4235,low 4120,Rwanda,2022,urban,Education,Junior,13.35,450895,0.1379,388736,0.3378,131324,23,0.6491,0.8451,405.94,0.0688,0.4741,0.6591,0.5976,moderate 4121,Botswana,2023,rural,Education,Senior,2.56,105754,0.2901,75071,0.2363,17741,26,0.562,0.8766,769.77,0.0825,0.5606,0.6756,0.5567,moderate 4122,Uganda,2019,urban,Health,Junior,41.86,314078,0.4283,179566,0.2164,38858,6,0.5786,0.8064,269.9,0.0648,0.3813,0.3795,0.4091,low 4123,South Africa,2025,urban,Health,Mid_Level,62.5,3148315,0.208,2493321,0.3131,780756,18,0.5227,0.7882,398.77,0.084,0.4354,0.7237,0.5554,moderate 4124,Kenya,2024,rural,Education,Mid_Level,55.0,1671506,0.3178,1140282,0.1909,217674,14,0.4864,0.9341,362.21,0.0641,0.4313,0.7491,0.5114,moderate 4125,Tanzania,2021,remote,ICT,Mid_Level,61.31,994024,0.5883,409265,0.1154,47237,8,0.5538,0.7824,319.37,0.0713,0.3409,0.3427,0.3375,critical 4126,Uganda,2025,capital,Infrastructure,Junior,50.57,387342,0.3643,246240,0.2229,54890,9,0.6033,0.7531,221.86,0.0609,0.336,0.3935,0.4231,low 4127,Mozambique,2025,rural,Health,Mid_Level,33.89,316641,0.5101,155131,0.1089,16887,4,0.5329,0.6912,105.64,0.0593,0.2149,0.2113,0.306,critical 4128,Rwanda,2025,rural,Education,Mid_Level,14.34,385933,0.178,317242,0.2259,71662,22,0.6004,0.874,465.68,0.0918,0.5402,0.7075,0.5729,moderate 4129,Tanzania,2020,capital,Health,Junior,59.53,1219097,0.2553,907855,0.2293,208127,8,0.5556,0.813,192.12,0.0677,0.3446,0.364,0.4563,low 4130,Botswana,2022,urban,Health,Junior,2.52,117890,0.2068,93510,0.3823,35751,20,0.5897,0.9191,627.16,0.0714,0.4305,0.6898,0.5938,moderate 4131,South Africa,2019,rural,Education,Junior,59.58,3457087,0.3021,2412618,0.2149,518394,23,0.5199,0.8364,468.74,0.0686,0.4217,0.542,0.5075,moderate 4132,Senegal,2021,remote,Security,Mid_Level,16.62,384194,0.4486,211845,0.1356,28723,14,0.574,0.7696,178.18,0.0661,0.3349,0.4438,0.4001,low 4133,Botswana,2024,capital,Education,Director,2.6,103940,0.1844,84771,0.3818,32366,22,0.6592,0.8726,1200.27,0.0863,0.4493,0.5232,0.5825,moderate 4134,Kenya,2022,rural,Security,Mid_Level,52.76,1649033,0.2252,1277716,0.2092,267308,22,0.5813,0.9018,353.88,0.0791,0.4528,0.7677,0.5583,moderate 4135,DRC,2019,capital,Health,Junior,89.7,508390,0.5752,215975,0.1423,30727,4,0.5672,0.637,148.15,0.053,0.2039,0.1696,0.2847,critical 4136,Nigeria,2025,urban,Education,Junior,235.75,4678142,0.338,3096697,0.243,752414,11,0.5771,0.7489,255.35,0.0714,0.3444,0.3714,0.4377,low 4137,Botswana,2023,rural,Administration,Junior,2.56,115605,0.2645,85023,0.2856,24285,16,0.6317,0.7952,417.56,0.0862,0.4457,0.5547,0.5146,moderate 4138,Senegal,2025,rural,Administration,Junior,18.49,350013,0.2954,246616,0.1544,38073,10,0.6148,0.7285,284.84,0.0635,0.3009,0.3571,0.4148,low 4139,Uganda,2023,capital,Finance,Mid_Level,47.48,361590,0.3329,241199,0.2241,54044,7,0.5331,0.705,293.44,0.0624,0.3997,0.441,0.4301,low 4140,South Africa,2022,urban,Education,Junior,61.02,3402168,0.258,2524264,0.3937,993856,20,0.4952,0.7865,363.84,0.0929,0.4628,0.7374,0.5719,moderate 4141,Rwanda,2021,remote,Infrastructure,Senior,13.04,411304,0.2448,310637,0.1805,56054,21,0.5314,0.8193,658.51,0.0799,0.5101,0.7715,0.5375,moderate 4142,South Africa,2021,rural,Infrastructure,Junior,60.54,3123995,0.3934,1895030,0.2253,426861,17,0.6056,0.8153,350.66,0.0709,0.4208,0.596,0.4744,low 4143,Rwanda,2020,remote,Social_Services,Junior,12.73,338767,0.3237,229116,0.1855,42495,26,0.62,0.7905,429.31,0.0778,0.4821,0.7724,0.5245,moderate 4144,Rwanda,2018,capital,Administration,Senior,12.14,341296,0.1337,295661,0.3625,107189,20,0.6453,0.8108,551.96,0.081,0.5243,0.7686,0.6081,moderate 4145,Uganda,2022,capital,Security,Junior,46.01,334299,0.3307,223742,0.182,40719,6,0.566,0.6831,249.38,0.0534,0.357,0.3988,0.4059,low 4146,Senegal,2019,remote,Infrastructure,Executive,15.76,397011,0.3647,252232,0.1498,37795,12,0.5369,0.7973,952.24,0.0598,0.3365,0.455,0.425,low 4147,Tanzania,2025,capital,Agriculture,Junior,69.01,1385802,0.2345,1060893,0.2025,214794,10,0.5669,0.7367,267.87,0.0665,0.3154,0.3687,0.4459,low 4148,Botswana,2021,urban,Agriculture,Mid_Level,2.49,117308,0.1528,99384,0.35,34787,23,0.5576,0.9251,639.09,0.0759,0.4505,0.5783,0.5985,moderate 4149,Kenya,2021,remote,Education,Junior,51.68,1840749,0.3469,1202128,0.1762,211806,19,0.6263,0.8485,371.34,0.0856,0.5036,0.5757,0.49,low 4150,DRC,2024,rural,Finance,Director,105.0,663414,0.6,265365,0.1,26536,4,0.4723,0.6395,324.47,0.0679,0.2359,0.1665,0.2712,critical 4151,Tanzania,2023,urban,Security,Junior,65.05,1195787,0.3002,836836,0.2397,200559,9,0.4947,0.7693,271.12,0.0567,0.3251,0.4655,0.4518,low 4152,Kenya,2019,capital,Agriculture,Junior,49.57,1737211,0.1633,1453559,0.3227,469068,16,0.5745,0.7784,479.66,0.086,0.5207,0.5904,0.5577,moderate 4153,Nigeria,2022,urban,Health,Junior,218.92,4606384,0.3976,2774736,0.2041,566383,9,0.6069,0.7454,309.06,0.0644,0.3884,0.4413,0.4189,low 4154,Ghana,2018,rural,Health,Mid_Level,30.01,732128,0.3866,449083,0.1702,76415,9,0.4727,0.7313,200.45,0.0482,0.3898,0.4403,0.4111,low 4155,Uganda,2022,rural,Education,Mid_Level,46.01,370275,0.4512,203210,0.1469,29854,9,0.4968,0.6757,287.61,0.0547,0.34,0.3212,0.3639,low 4156,Ethiopia,2018,rural,ICT,Mid_Level,108.65,1437695,0.5559,638534,0.1,63853,4,0.4708,0.6652,152.85,0.0535,0.2353,0.203,0.2896,critical 4157,Ghana,2018,urban,Finance,Mid_Level,30.01,806331,0.2852,576340,0.2831,163144,13,0.5084,0.8138,206.77,0.0623,0.3787,0.3334,0.4752,low 4158,DRC,2021,capital,Education,Mid_Level,95.53,644275,0.4424,359238,0.1387,49811,4,0.5564,0.6903,129.79,0.0581,0.2153,0.2153,0.3307,critical 4159,Tanzania,2024,urban,Administration,Junior,67.0,1299841,0.31,896859,0.1883,168855,9,0.5784,0.7758,259.53,0.067,0.3923,0.3429,0.432,low 4160,South Africa,2020,remote,Education,Senior,60.06,3213580,0.4078,1903026,0.2019,384201,23,0.5515,0.7669,875.27,0.0861,0.4342,0.5296,0.4674,low 4161,DRC,2023,rural,Justice,Senior,101.74,640504,0.6,256201,0.1,25620,4,0.5894,0.5911,184.71,0.0539,0.2242,0.2199,0.2681,critical 4162,Botswana,2020,rural,Security,Director,2.45,120671,0.2794,86954,0.2398,20852,29,0.6707,0.9082,1438.75,0.0913,0.506,0.5234,0.5518,moderate 4163,South Africa,2021,capital,Education,Junior,60.54,3334731,0.2543,2486835,0.4199,1044218,24,0.5102,0.8932,629.0,0.0888,0.4336,0.7689,0.6056,moderate 4164,Rwanda,2022,urban,Education,Senior,13.35,445851,0.1825,364496,0.295,107520,19,0.6583,0.9133,910.41,0.089,0.4322,0.6538,0.5712,moderate 4165,Ghana,2018,urban,Health,Mid_Level,30.01,788988,0.3068,546902,0.2356,128846,15,0.5079,0.8165,247.27,0.0494,0.3805,0.3276,0.463,low 4166,Nigeria,2023,rural,Finance,Mid_Level,224.39,4585443,0.3727,2876647,0.1777,511319,12,0.5222,0.6939,213.45,0.0633,0.4008,0.4499,0.4204,low 4167,Mozambique,2024,urban,Agriculture,Junior,33.0,286314,0.4305,163053,0.1406,22923,7,0.5697,0.644,119.82,0.067,0.1967,0.1888,0.3302,critical 4168,DRC,2025,rural,Administration,Senior,108.36,701353,0.6,280541,0.1,28054,3,0.4951,0.6863,167.85,0.0515,0.2005,0.2246,0.2779,critical 4169,Ethiopia,2022,capital,Security,Junior,119.93,1269780,0.3871,778203,0.1816,141336,3,0.467,0.6114,143.24,0.054,0.215,0.1701,0.3363,critical 4170,South Africa,2024,capital,Finance,Junior,62.0,3441223,0.206,2732433,0.3213,878060,20,0.6626,0.9062,647.88,0.0782,0.5,0.7274,0.5875,moderate 4171,Ethiopia,2020,capital,Health,Director,114.15,1489080,0.3845,916477,0.1822,166938,5,0.5152,0.588,341.04,0.055,0.1956,0.2021,0.3399,critical 4172,Uganda,2020,rural,Education,Senior,43.2,339091,0.5436,154770,0.1205,18645,5,0.475,0.7272,302.15,0.0601,0.3606,0.4485,0.3467,critical 4173,South Africa,2022,urban,Administration,Junior,61.02,3021498,0.213,2377937,0.3137,745983,22,0.5348,0.827,358.24,0.0761,0.5118,0.577,0.5631,moderate 4174,Rwanda,2018,rural,Security,Executive,12.14,324458,0.2313,249399,0.2181,54388,25,0.6444,0.7936,1958.57,0.0726,0.4393,0.7079,0.5429,moderate 4175,Rwanda,2020,urban,Security,Junior,12.73,339972,0.1304,295642,0.312,92229,32,0.7171,0.8412,474.79,0.0847,0.5389,0.6703,0.6225,moderate 4176,Mozambique,2023,capital,Administration,Mid_Level,32.13,320593,0.3404,211466,0.1347,28480,5,0.5855,0.6577,113.66,0.0513,0.1824,0.2085,0.3488,critical 4177,Uganda,2025,urban,Education,Junior,50.57,405783,0.4461,224766,0.1898,42663,9,0.5586,0.6931,192.14,0.0612,0.3818,0.4053,0.3911,low 4178,Rwanda,2024,capital,Education,Junior,14.0,401866,0.148,342405,0.3978,136223,24,0.5737,0.8805,565.45,0.0695,0.5195,0.6603,0.6225,moderate 4179,Uganda,2022,remote,Justice,Senior,46.01,403547,0.6,161418,0.1,16141,6,0.566,0.702,477.92,0.0482,0.3561,0.3335,0.3143,critical 4180,South Africa,2024,urban,Finance,Junior,62.0,3238416,0.2411,2457720,0.3141,771868,16,0.6228,0.8209,379.82,0.0691,0.5137,0.6161,0.5444,moderate 4181,Nigeria,2018,capital,Health,Mid_Level,198.33,4383056,0.3414,2886575,0.2554,737372,9,0.5066,0.7868,296.18,0.0705,0.4009,0.4328,0.4524,low 4182,Senegal,2019,remote,Health,Junior,15.76,381167,0.4075,225853,0.1241,28026,11,0.5881,0.7161,250.15,0.0549,0.3393,0.3539,0.3834,low 4183,Botswana,2023,urban,Infrastructure,Senior,2.56,102876,0.2012,82175,0.3508,28828,22,0.6261,0.922,912.28,0.0928,0.4238,0.6295,0.586,moderate 4184,DRC,2024,remote,Finance,Junior,105.0,639216,0.6,255686,0.1,25568,3,0.4352,0.7002,116.07,0.068,0.2334,0.2351,0.2844,critical 4185,South Africa,2020,rural,Agriculture,Junior,60.06,3122717,0.3325,2084398,0.2286,476552,18,0.5611,0.901,607.48,0.0869,0.5349,0.5456,0.5122,moderate 4186,Rwanda,2022,capital,Finance,Mid_Level,13.35,454246,0.1358,392580,0.361,141721,19,0.6075,0.8055,490.71,0.0744,0.4239,0.7126,0.5883,moderate 4187,Kenya,2022,rural,Administration,Junior,52.76,1988607,0.2495,1492520,0.2195,327590,21,0.6538,0.8289,590.83,0.0885,0.4439,0.6827,0.532,moderate 4188,Ethiopia,2021,capital,Infrastructure,Executive,117.0,1521939,0.3698,959200,0.1539,147661,4,0.4414,0.5946,543.14,0.0611,0.2224,0.2172,0.3392,critical 4189,Senegal,2018,remote,ICT,Junior,15.34,293738,0.4568,159561,0.1388,22139,14,0.5138,0.7943,253.7,0.0613,0.3194,0.4171,0.3983,low 4190,South Africa,2021,capital,Social_Services,Junior,60.54,3016179,0.1903,2442136,0.398,971931,17,0.646,0.8911,620.35,0.0703,0.5105,0.7488,0.604,moderate 4191,Tanzania,2025,rural,Administration,Junior,69.01,1070969,0.3905,652788,0.1482,96747,11,0.465,0.7226,227.46,0.0651,0.2977,0.456,0.4007,low 4192,Mozambique,2025,rural,Health,Junior,33.89,314349,0.4918,159750,0.1009,16117,5,0.4719,0.6933,127.22,0.063,0.2216,0.2292,0.3138,critical 4193,Nigeria,2023,capital,Education,Mid_Level,224.39,4064003,0.3528,2630106,0.2333,613538,11,0.6177,0.7162,243.35,0.054,0.3839,0.4472,0.4382,low 4194,Ghana,2025,capital,Justice,Mid_Level,34.71,847928,0.2774,612721,0.3264,199992,13,0.4977,0.7139,198.41,0.0541,0.3787,0.3734,0.477,low 4195,Tanzania,2020,capital,Health,Junior,59.53,941151,0.2705,686533,0.213,146209,7,0.5246,0.7322,223.23,0.071,0.3036,0.4609,0.4394,low 4196,Ethiopia,2025,remote,Social_Services,Senior,129.15,1427392,0.6,570956,0.1,57095,5,0.5545,0.6003,156.9,0.0641,0.217,0.1879,0.268,critical 4197,Ghana,2019,remote,Social_Services,Junior,30.64,823405,0.3855,505945,0.1449,73290,12,0.5319,0.7263,245.13,0.0651,0.3323,0.4128,0.4033,low 4198,DRC,2020,remote,Security,Senior,92.57,544106,0.6,217642,0.1,21764,4,0.5467,0.6918,199.35,0.0489,0.2053,0.1865,0.2779,critical 4199,Kenya,2021,rural,Agriculture,Mid_Level,51.68,1651554,0.2696,1206311,0.2062,248745,17,0.5331,0.8019,632.09,0.0726,0.5085,0.6829,0.5161,moderate 4200,Mozambique,2022,rural,Agriculture,Senior,31.29,268336,0.4778,140126,0.1024,14354,5,0.4751,0.6309,196.14,0.0685,0.1899,0.1834,0.3006,critical 4201,Rwanda,2019,remote,Health,Junior,12.43,360141,0.2375,274613,0.1859,51060,17,0.5705,0.7984,539.59,0.0678,0.4455,0.7358,0.5175,moderate 4202,Mozambique,2025,urban,Agriculture,Mid_Level,33.89,365432,0.4382,205309,0.1419,29127,7,0.5354,0.6549,104.38,0.0681,0.2063,0.2042,0.3327,critical 4203,Tanzania,2023,urban,Finance,Mid_Level,65.05,1030348,0.3353,684885,0.1885,129094,11,0.6207,0.8074,186.49,0.0486,0.3623,0.3465,0.4328,low 4204,Nigeria,2025,rural,Social_Services,Executive,235.75,5334987,0.3789,3313393,0.1923,637230,7,0.5721,0.7874,827.77,0.0572,0.3637,0.3996,0.4153,low 4205,Mozambique,2023,capital,Finance,Mid_Level,32.13,273900,0.4071,162398,0.1531,24855,7,0.6012,0.6746,122.79,0.0607,0.2065,0.2223,0.3481,critical 4206,Ethiopia,2020,urban,Finance,Junior,114.15,1498928,0.43,854371,0.1495,127706,4,0.5219,0.6248,129.12,0.0674,0.2257,0.1841,0.3246,critical 4207,Rwanda,2022,urban,Security,Senior,13.35,441429,0.1871,358841,0.314,112660,29,0.5932,0.7823,789.94,0.0831,0.5284,0.7385,0.5982,moderate 4208,Ethiopia,2025,rural,Security,Junior,129.15,1370129,0.5393,631235,0.1039,65590,6,0.5595,0.6673,92.96,0.0637,0.2245,0.1846,0.2972,critical 4209,South Africa,2019,rural,Health,Mid_Level,59.58,3607950,0.277,2608640,0.228,594749,20,0.5053,0.8853,374.22,0.0701,0.497,0.732,0.5435,moderate 4210,DRC,2020,capital,Education,Junior,92.57,503491,0.4739,264892,0.1404,37189,4,0.5476,0.6945,122.51,0.0709,0.2311,0.2126,0.3252,critical 4211,Botswana,2019,rural,Administration,Mid_Level,2.41,104158,0.2384,79329,0.2891,22936,28,0.5937,0.7831,362.64,0.0906,0.4622,0.734,0.5698,moderate 4212,Botswana,2018,capital,Education,Junior,2.38,122971,0.1504,104470,0.4324,45172,28,0.6639,0.9306,400.23,0.0859,0.4932,0.7462,0.654,high 4213,Kenya,2023,rural,Education,Mid_Level,53.87,2101062,0.2373,1602485,0.1925,308496,15,0.621,0.844,427.09,0.0931,0.4227,0.7297,0.5181,moderate 4214,Nigeria,2024,urban,Education,Junior,230.0,4398727,0.2891,3126936,0.2376,742922,8,0.6112,0.7612,192.54,0.0628,0.3374,0.3497,0.44,low 4215,Senegal,2020,urban,Agriculture,Junior,16.18,307694,0.2739,223415,0.2305,51505,9,0.5253,0.794,267.27,0.0501,0.3458,0.4411,0.4594,low 4216,DRC,2018,capital,Security,Mid_Level,86.92,468906,0.5127,228502,0.1102,25179,3,0.5611,0.608,126.45,0.0569,0.2348,0.2117,0.2927,critical 4217,DRC,2020,rural,Infrastructure,Executive,92.57,596297,0.6,238518,0.1,23851,3,0.507,0.71,581.48,0.0529,0.2051,0.175,0.277,critical 4218,Senegal,2023,rural,Agriculture,Director,17.53,339362,0.3811,210035,0.1784,37463,7,0.5937,0.8147,791.4,0.068,0.3267,0.3658,0.4083,low 4219,Ethiopia,2020,urban,Administration,Mid_Level,114.15,1273714,0.524,606345,0.1599,96954,4,0.5801,0.6572,129.23,0.0488,0.2182,0.193,0.3087,critical 4220,Ghana,2023,capital,Education,Junior,33.3,940248,0.2323,721820,0.2622,189244,14,0.6197,0.7913,302.58,0.0683,0.4014,0.3781,0.4891,low 4221,South Africa,2020,capital,Social_Services,Director,60.06,2975081,0.2385,2265541,0.3491,790846,24,0.5078,0.8832,1282.21,0.0732,0.5522,0.6447,0.5898,moderate 4222,Nigeria,2022,capital,Finance,Junior,218.92,4449639,0.3094,3072885,0.2327,714923,12,0.5156,0.7731,321.87,0.0673,0.3759,0.3295,0.4473,low 4223,Nigeria,2022,rural,Security,Mid_Level,218.92,4931385,0.4607,2659393,0.185,492031,12,0.5951,0.6975,291.26,0.0669,0.3682,0.3794,0.3905,low 4224,Ghana,2020,rural,Security,Director,31.29,744985,0.3296,499417,0.2102,104975,16,0.5286,0.7161,772.64,0.0544,0.3411,0.4787,0.4495,low 4225,Senegal,2024,capital,ICT,Senior,18.0,452316,0.2076,358400,0.2823,101169,10,0.5306,0.7757,355.8,0.0581,0.3544,0.3372,0.4792,low 4226,Kenya,2025,rural,Infrastructure,Senior,56.15,2258752,0.2718,1644874,0.239,393176,13,0.6276,0.7932,885.44,0.0796,0.5112,0.675,0.5119,moderate 4227,South Africa,2021,remote,Education,Junior,60.54,3587804,0.3923,2180288,0.1668,363591,15,0.536,0.9143,549.14,0.0681,0.4952,0.6819,0.486,low 4228,DRC,2024,rural,Education,Executive,105.0,584563,0.6,233825,0.1,23382,4,0.4557,0.7011,476.94,0.0692,0.2305,0.1752,0.2807,critical 4229,Ethiopia,2018,remote,Agriculture,Senior,108.65,1378047,0.6,551218,0.1,55121,5,0.5853,0.6772,226.63,0.0538,0.2291,0.2024,0.2822,critical 4230,Senegal,2018,rural,Security,Executive,15.34,352666,0.2761,255280,0.2056,52487,9,0.5677,0.7647,913.27,0.0578,0.3661,0.4595,0.4521,low 4231,Kenya,2025,remote,Health,Junior,56.15,1791842,0.4014,1072600,0.1477,158435,19,0.6551,0.8628,352.35,0.0661,0.5208,0.6236,0.4779,low 4232,Botswana,2022,capital,Administration,Director,2.52,117046,0.1664,97568,0.3903,38084,18,0.6475,0.8482,956.05,0.0894,0.5594,0.5934,0.5935,moderate 4233,Ghana,2023,remote,Health,Senior,33.3,832102,0.4805,432296,0.1329,57460,10,0.5491,0.7126,396.77,0.0501,0.3796,0.3638,0.3693,low 4234,Botswana,2023,capital,Social_Services,Junior,2.56,103887,0.1571,87565,0.4371,38271,16,0.6047,0.805,648.99,0.0732,0.4379,0.6976,0.5943,moderate 4235,Ethiopia,2020,rural,Justice,Senior,114.15,1255002,0.5569,556137,0.1043,58014,4,0.5542,0.6555,221.03,0.0648,0.2171,0.2017,0.2871,critical 4236,DRC,2021,urban,Health,Junior,95.53,642144,0.6,256857,0.1,25685,3,0.5592,0.6611,89.13,0.0674,0.226,0.1825,0.2725,critical 4237,Ethiopia,2023,remote,Security,Mid_Level,122.93,1275532,0.6,510212,0.1,51021,4,0.5012,0.6582,132.59,0.0676,0.2299,0.2162,0.2783,critical 4238,Ghana,2025,urban,Finance,Junior,34.71,770050,0.24,585216,0.2538,148540,12,0.6298,0.7913,308.17,0.0524,0.3,0.3204,0.4642,low 4239,Ghana,2022,capital,Education,Junior,32.62,867678,0.2835,621682,0.2606,162002,9,0.5086,0.7706,230.4,0.0547,0.3096,0.3933,0.4527,low 4240,Ethiopia,2018,rural,Social_Services,Director,108.65,1234281,0.6,493712,0.1122,55410,4,0.4535,0.6431,366.1,0.0707,0.2076,0.2218,0.2775,critical 4241,Ethiopia,2019,rural,Health,Junior,111.37,1444431,0.5964,582993,0.1,58299,6,0.4924,0.5905,113.38,0.0647,0.2027,0.2321,0.2729,critical 4242,Ethiopia,2019,rural,Health,Junior,111.37,1214227,0.5589,535654,0.1174,62864,6,0.5815,0.6667,113.3,0.0544,0.197,0.1962,0.2939,critical 4243,Mozambique,2023,rural,Justice,Junior,32.13,284009,0.6,113603,0.1,11360,7,0.4946,0.5934,120.54,0.0527,0.2352,0.1946,0.2745,critical 4244,Kenya,2021,urban,Health,Mid_Level,51.68,1621243,0.2138,1274594,0.2988,380820,21,0.5876,0.916,357.59,0.0872,0.4986,0.5639,0.5674,moderate 4245,Ethiopia,2018,rural,Education,Junior,108.65,1380087,0.5773,583352,0.1053,61415,3,0.5001,0.7037,145.94,0.0559,0.1978,0.2293,0.2878,critical 4246,Tanzania,2023,capital,Administration,Director,65.05,1114825,0.3055,774263,0.2467,191045,11,0.5253,0.7347,626.06,0.0543,0.3539,0.4015,0.4486,low 4247,Senegal,2019,remote,Health,Senior,15.76,350551,0.4021,209596,0.1489,31199,10,0.5081,0.6987,417.26,0.068,0.3511,0.3652,0.3881,low 4248,Mozambique,2025,rural,Infrastructure,Senior,33.89,322041,0.6,128816,0.1,12881,5,0.4783,0.6999,212.99,0.053,0.1829,0.1724,0.278,critical 4249,Kenya,2020,urban,Security,Junior,50.61,1747343,0.2042,1390537,0.2858,397346,19,0.5925,0.8892,559.55,0.0927,0.5154,0.728,0.5756,moderate 4250,DRC,2022,urban,Health,Mid_Level,98.59,644479,0.558,284859,0.1,28485,3,0.5029,0.6373,134.21,0.0522,0.2018,0.2029,0.2791,critical 4251,Tanzania,2025,remote,Education,Junior,69.01,1409760,0.5666,610998,0.125,76384,9,0.5728,0.7815,300.51,0.0654,0.3658,0.4699,0.3629,low 4252,South Africa,2025,urban,ICT,Junior,62.5,3062868,0.2265,2369198,0.3069,727074,18,0.6523,0.8202,625.87,0.0674,0.438,0.5624,0.5382,moderate 4253,Tanzania,2022,remote,Education,Junior,63.15,1257273,0.5012,627153,0.1121,70320,8,0.5695,0.7294,274.35,0.0672,0.3035,0.44,0.3565,low 4254,Senegal,2025,capital,Health,Mid_Level,18.49,428218,0.2127,337118,0.3039,102458,8,0.4711,0.6765,298.31,0.0502,0.3609,0.4687,0.4772,low 4255,South Africa,2018,capital,Administration,Junior,59.11,3059606,0.2353,2339619,0.4026,941828,16,0.6272,0.8966,377.18,0.0675,0.5205,0.6429,0.5826,moderate 4256,Tanzania,2021,capital,Security,Junior,61.31,1061709,0.2875,756506,0.2691,203586,7,0.5495,0.6846,215.05,0.0503,0.3847,0.3869,0.4428,low 4257,South Africa,2025,capital,Security,Mid_Level,62.5,3504582,0.2706,2556347,0.4316,1103336,23,0.5406,0.8941,637.2,0.0751,0.4679,0.6443,0.5931,moderate 4258,Ethiopia,2023,urban,Health,Junior,122.93,1539549,0.386,945349,0.1738,164256,5,0.4586,0.679,104.64,0.0664,0.234,0.2003,0.3547,low 4259,Tanzania,2019,urban,Agriculture,Junior,57.79,1124360,0.2698,820951,0.2377,195125,8,0.5458,0.6834,206.52,0.0585,0.3751,0.4754,0.4495,low 4260,Mozambique,2018,remote,Education,Executive,28.12,242831,0.6,97132,0.1,9713,5,0.5939,0.7052,431.39,0.0481,0.1895,0.1626,0.2785,critical 4261,Kenya,2023,capital,Finance,Junior,53.87,2092960,0.1652,1747191,0.3559,621904,18,0.5506,0.8942,384.33,0.0868,0.4429,0.5413,0.5752,moderate 4262,DRC,2025,capital,Education,Junior,108.36,684678,0.5299,321864,0.1079,34722,4,0.5699,0.6873,141.88,0.0496,0.1963,0.2017,0.2974,critical 4263,Botswana,2022,rural,Administration,Mid_Level,2.52,112942,0.2611,83450,0.2288,19092,21,0.5163,0.8894,584.39,0.096,0.4845,0.5426,0.5305,moderate 4264,Senegal,2019,remote,Education,Junior,15.76,308494,0.4567,167615,0.1264,21183,10,0.5793,0.7646,264.32,0.0492,0.3204,0.3641,0.3756,low 4265,Senegal,2025,capital,Education,Junior,18.49,403519,0.1728,333788,0.2933,97892,13,0.5504,0.8018,175.75,0.0585,0.3154,0.3825,0.5027,moderate 4266,Rwanda,2021,rural,Social_Services,Director,13.04,367648,0.2323,282226,0.259,73099,23,0.6028,0.8817,934.24,0.0839,0.4963,0.6002,0.5561,moderate 4267,Rwanda,2025,capital,ICT,Mid_Level,14.34,373228,0.1256,326344,0.3826,124872,20,0.5011,0.858,649.58,0.0761,0.4815,0.7212,0.6132,moderate 4268,DRC,2022,urban,Infrastructure,Mid_Level,98.59,505699,0.4552,275495,0.1191,32820,3,0.5533,0.6488,90.19,0.0708,0.2313,0.2111,0.315,critical 4269,Senegal,2023,rural,Health,Mid_Level,17.53,356046,0.382,220020,0.1743,38351,12,0.4903,0.746,190.66,0.0578,0.3563,0.4212,0.4177,low 4270,Uganda,2021,capital,Security,Junior,44.58,389679,0.3852,239558,0.2273,54446,9,0.5082,0.7549,269.89,0.0621,0.364,0.4707,0.4297,low 4271,South Africa,2021,rural,Security,Senior,60.54,3042763,0.3186,2073259,0.2849,590682,23,0.5931,0.8433,638.02,0.0706,0.4497,0.7648,0.547,moderate 4272,South Africa,2020,urban,Security,Mid_Level,60.06,3441656,0.2441,2601547,0.3291,856118,20,0.6034,0.9341,526.22,0.0886,0.5524,0.5209,0.5687,moderate 4273,Ethiopia,2020,capital,Administration,Junior,114.15,1402688,0.4172,817482,0.1808,147774,4,0.4405,0.6317,117.87,0.0577,0.1957,0.1677,0.332,critical 4274,Uganda,2018,remote,Health,Junior,40.56,283444,0.57,121880,0.1096,13363,9,0.5116,0.7868,292.08,0.0634,0.3887,0.3499,0.3493,critical 4275,Kenya,2018,urban,Infrastructure,Junior,48.55,1914407,0.172,1585134,0.348,551635,16,0.6204,0.8292,502.4,0.086,0.4862,0.7473,0.5817,moderate 4276,South Africa,2022,capital,Social_Services,Mid_Level,61.02,3402281,0.2119,2681323,0.4006,1074022,22,0.6759,0.827,415.89,0.0794,0.5182,0.6452,0.5926,moderate 4277,Senegal,2024,remote,ICT,Junior,18.0,365531,0.3717,229655,0.1517,34834,12,0.4858,0.7408,314.38,0.0529,0.3556,0.4303,0.4147,low 4278,Ethiopia,2018,urban,Administration,Junior,108.65,1355967,0.5432,619398,0.1508,93383,4,0.5511,0.6327,108.08,0.0543,0.239,0.2196,0.3027,critical 4279,Senegal,2019,urban,Administration,Senior,15.76,331239,0.2633,244013,0.2169,52924,8,0.596,0.7565,293.14,0.0598,0.3462,0.4795,0.4544,low 4280,Kenya,2018,rural,Justice,Senior,48.55,1840839,0.2926,1302132,0.2189,285010,12,0.6249,0.8062,662.35,0.0689,0.4653,0.6052,0.4895,low 4281,Ghana,2020,urban,Security,Executive,31.29,787456,0.3234,532822,0.2335,124429,11,0.4673,0.7646,1287.48,0.0531,0.3728,0.4421,0.4512,low 4282,DRC,2018,urban,Health,Junior,86.92,569514,0.4948,287732,0.1305,37553,4,0.4793,0.6404,128.48,0.0626,0.214,0.1901,0.3054,critical 4283,Ethiopia,2025,capital,Security,Junior,129.15,1575707,0.367,997479,0.147,146678,3,0.582,0.6017,109.88,0.0593,0.18,0.234,0.3342,critical 4284,Botswana,2018,remote,Health,Junior,2.38,116084,0.2551,86468,0.2203,19052,22,0.5829,0.7966,420.06,0.0896,0.418,0.6029,0.5179,moderate 4285,Senegal,2020,urban,Education,Junior,16.18,320377,0.2486,240745,0.251,60417,13,0.5573,0.7407,189.27,0.0657,0.3443,0.4415,0.4728,low 4286,Nigeria,2019,rural,Security,Junior,203.29,4041210,0.3716,2539563,0.1564,397245,7,0.5081,0.6884,299.29,0.0656,0.3884,0.4716,0.403,low 4287,Uganda,2022,rural,Infrastructure,Senior,46.01,372121,0.591,152181,0.1306,19867,8,0.5445,0.7125,416.78,0.0569,0.3635,0.4253,0.3406,critical 4288,South Africa,2023,rural,Finance,Mid_Level,61.51,3657709,0.2829,2622876,0.2734,717118,15,0.5542,0.7929,584.73,0.0652,0.5196,0.6244,0.5185,moderate 4289,DRC,2020,remote,Education,Junior,92.57,544000,0.6,217600,0.1,21760,2,0.5373,0.6399,140.44,0.056,0.1796,0.2211,0.2661,critical 4290,Mozambique,2019,rural,Social_Services,Director,28.88,266833,0.6,106733,0.1091,11649,7,0.5779,0.5966,379.99,0.0486,0.2001,0.1911,0.2734,critical 4291,South Africa,2021,capital,Health,Senior,60.54,3344884,0.2257,2589909,0.4091,1059635,24,0.5466,0.8199,945.44,0.0814,0.4578,0.5611,0.5807,moderate 4292,Uganda,2025,urban,Social_Services,Mid_Level,50.57,397706,0.463,213550,0.1842,39338,8,0.5246,0.8096,250.48,0.0558,0.3737,0.4576,0.4049,low 4293,Tanzania,2024,urban,Finance,Junior,67.0,1039298,0.3483,677347,0.2302,155903,9,0.5494,0.6785,243.06,0.0701,0.346,0.4129,0.4206,low 4294,Nigeria,2021,capital,Education,Junior,213.58,4372254,0.3578,2807815,0.2416,678424,12,0.4728,0.7508,273.17,0.0557,0.3078,0.3549,0.4298,low 4295,Uganda,2018,remote,Health,Junior,40.56,353279,0.6,141311,0.1007,14235,6,0.5854,0.8143,314.32,0.0554,0.3185,0.4525,0.3394,critical 4296,Botswana,2024,urban,Agriculture,Junior,2.6,99975,0.1822,81754,0.4134,33796,27,0.5357,0.8172,372.16,0.0735,0.4603,0.5338,0.5973,moderate 4297,South Africa,2025,rural,Administration,Mid_Level,62.5,3570695,0.3813,2209207,0.2652,585989,16,0.5095,0.8501,557.18,0.065,0.4968,0.7507,0.5132,moderate 4298,Senegal,2019,urban,ICT,Junior,15.76,297609,0.2608,219977,0.2821,62050,9,0.4903,0.7398,255.39,0.0676,0.4018,0.4501,0.474,low 4299,Mozambique,2020,rural,Security,Mid_Level,29.66,308625,0.5621,135140,0.1048,14162,6,0.4476,0.6651,95.02,0.0561,0.2064,0.2378,0.2949,critical 4300,Rwanda,2020,rural,Education,Junior,12.73,374425,0.1806,306817,0.2577,79075,24,0.6295,0.9006,472.67,0.0784,0.4538,0.7057,0.5803,moderate 4301,Uganda,2024,rural,Health,Mid_Level,49.0,411624,0.506,203343,0.1362,27692,7,0.5741,0.7771,252.56,0.0673,0.3877,0.3283,0.3632,low 4302,Rwanda,2018,urban,Justice,Junior,12.14,404005,0.1385,348052,0.3424,119160,29,0.532,0.9093,602.45,0.0687,0.4472,0.7437,0.629,moderate 4303,South Africa,2025,urban,Health,Junior,62.5,3151579,0.27,2300783,0.3695,850251,21,0.6524,0.7668,466.98,0.0733,0.527,0.697,0.5648,moderate 4304,Tanzania,2025,urban,Social_Services,Mid_Level,69.01,1113000,0.3361,738927,0.1984,146579,10,0.546,0.7522,255.24,0.0714,0.3589,0.3271,0.422,low 4305,Senegal,2025,urban,Finance,Senior,18.49,356008,0.217,278751,0.2743,76449,8,0.5347,0.7029,342.15,0.067,0.3982,0.4118,0.4707,low 4306,Rwanda,2020,capital,Finance,Senior,12.73,411400,0.1357,355561,0.3179,113020,25,0.6598,0.8606,768.77,0.0866,0.4355,0.6808,0.5988,moderate 4307,Kenya,2018,capital,Health,Mid_Level,48.55,1935970,0.1547,1636513,0.333,545014,21,0.6453,0.8369,573.41,0.0654,0.5277,0.7087,0.5963,moderate 4308,Senegal,2022,capital,Education,Junior,17.07,325772,0.2505,244169,0.2431,59363,9,0.5683,0.7233,235.74,0.0494,0.3948,0.4794,0.4666,low 4309,DRC,2020,urban,Security,Senior,92.57,497705,0.5372,230351,0.1049,24175,3,0.511,0.637,177.3,0.0572,0.1831,0.1661,0.2799,critical 4310,South Africa,2020,urban,Education,Mid_Level,60.06,3432856,0.2967,2414178,0.3926,947861,18,0.648,0.9138,444.71,0.0758,0.4412,0.746,0.5748,moderate 4311,Ghana,2022,capital,Social_Services,Senior,32.62,849559,0.2299,654278,0.2693,176201,14,0.6011,0.7516,429.62,0.0528,0.3531,0.372,0.4801,low 4312,Senegal,2025,urban,Education,Junior,18.49,467160,0.2915,330971,0.2686,88883,10,0.5669,0.7803,194.56,0.0515,0.3389,0.38,0.4582,low 4313,Senegal,2021,urban,Agriculture,Senior,16.62,406309,0.2342,311154,0.231,71885,8,0.5416,0.6807,455.43,0.0594,0.3615,0.384,0.4459,low 4314,Rwanda,2018,rural,Finance,Junior,12.14,392595,0.2028,312968,0.2456,76867,28,0.7006,0.8956,357.08,0.084,0.5071,0.5521,0.571,moderate 4315,Mozambique,2024,urban,Security,Junior,33.0,298034,0.414,174639,0.1264,22072,7,0.5639,0.5899,111.68,0.0699,0.216,0.1988,0.3256,critical 4316,Senegal,2022,urban,Education,Junior,17.07,399163,0.2174,312391,0.2408,75236,13,0.5364,0.7256,238.4,0.054,0.3744,0.4286,0.4775,low 4317,Tanzania,2020,urban,Infrastructure,Senior,59.53,1018599,0.3063,706608,0.2441,172453,7,0.5642,0.7733,296.18,0.0716,0.3796,0.3886,0.4448,low 4318,DRC,2022,urban,Education,Senior,98.59,606623,0.5118,296153,0.1277,37810,3,0.4636,0.6048,227.61,0.0572,0.2034,0.203,0.2928,critical 4319,Ethiopia,2022,urban,Administration,Junior,119.93,1272079,0.5661,551916,0.1411,77848,6,0.5783,0.6861,93.57,0.0488,0.1893,0.1921,0.2998,critical 4320,Botswana,2024,urban,Health,Junior,2.6,115615,0.1534,97882,0.398,38952,19,0.5738,0.8997,515.74,0.0923,0.541,0.5651,0.6042,moderate 4321,Kenya,2018,rural,Security,Director,48.55,1486833,0.3226,1007196,0.2566,258401,15,0.4859,0.8282,1200.71,0.0726,0.4245,0.7454,0.5122,moderate 4322,Tanzania,2019,remote,Education,Senior,57.79,972514,0.416,567992,0.129,73262,7,0.4977,0.7362,398.81,0.0633,0.3055,0.4725,0.384,low 4323,Senegal,2018,rural,Security,Junior,15.34,347334,0.3304,232564,0.1882,43762,12,0.5504,0.7824,204.71,0.0646,0.3424,0.4706,0.4431,low 4324,Kenya,2024,capital,Justice,Mid_Level,55.0,2048729,0.1626,1715609,0.3661,628104,13,0.618,0.8389,381.9,0.0864,0.4734,0.5862,0.5652,moderate 4325,Senegal,2023,urban,Education,Mid_Level,17.53,368283,0.1995,294798,0.2262,66687,10,0.5521,0.748,312.82,0.0562,0.3886,0.3966,0.4724,low 4326,Kenya,2023,urban,Health,Junior,53.87,1984504,0.1844,1618647,0.2923,473153,19,0.6164,0.8562,570.9,0.0909,0.4913,0.7008,0.5721,moderate 4327,Senegal,2018,capital,Agriculture,Mid_Level,15.34,316619,0.2262,245010,0.2367,57989,12,0.5238,0.7607,321.88,0.0604,0.3528,0.3365,0.4657,low 4328,Rwanda,2018,remote,Social_Services,Senior,12.14,418304,0.2265,323577,0.1905,61629,19,0.5993,0.8871,837.09,0.0725,0.5463,0.6672,0.5429,moderate 4329,South Africa,2025,urban,Education,Senior,62.5,3626017,0.214,2849930,0.3401,969335,14,0.6177,0.8463,642.69,0.0662,0.4596,0.6148,0.5509,moderate 4330,Senegal,2025,remote,Finance,Director,18.49,443140,0.4487,244322,0.1251,30559,12,0.6287,0.801,640.8,0.048,0.3371,0.4247,0.3954,low 4331,Tanzania,2019,urban,Security,Senior,57.79,1103174,0.3101,761034,0.1979,150587,9,0.5904,0.7407,462.54,0.0561,0.3639,0.4546,0.4374,low 4332,Rwanda,2025,urban,Finance,Director,14.34,425748,0.1298,370477,0.3219,119262,26,0.6482,0.7785,1306.49,0.0836,0.5164,0.5908,0.5905,moderate 4333,Ethiopia,2024,rural,Health,Senior,126.0,1564773,0.6,625909,0.1214,75972,3,0.4901,0.7011,141.47,0.0703,0.2181,0.1605,0.2809,critical 4334,Tanzania,2019,capital,Justice,Junior,57.79,1062062,0.301,742348,0.2636,195664,10,0.5404,0.6964,227.13,0.056,0.4015,0.4491,0.4552,low 4335,Tanzania,2020,urban,Education,Junior,59.53,936587,0.3368,621144,0.2177,135221,9,0.4872,0.7428,244.35,0.0503,0.3007,0.4189,0.4261,low 4336,Kenya,2022,urban,Administration,Executive,52.76,2034552,0.1639,1701138,0.2902,493609,20,0.6498,0.92,2205.22,0.0911,0.44,0.6221,0.5758,moderate 4337,Botswana,2018,capital,Justice,Junior,2.38,114782,0.186,93428,0.4491,41962,28,0.6574,0.8798,585.11,0.0701,0.5251,0.7564,0.6459,moderate 4338,Botswana,2021,capital,Education,Junior,2.49,116131,0.1905,94008,0.3538,33257,21,0.6142,0.9193,416.12,0.0809,0.419,0.6214,0.5853,moderate 4339,Tanzania,2020,capital,Health,Junior,59.53,930445,0.3069,644879,0.2672,172322,10,0.4596,0.7267,240.49,0.0559,0.3815,0.428,0.455,low 4340,Nigeria,2019,capital,Agriculture,Senior,203.29,4229277,0.2694,3089796,0.2563,792035,10,0.5865,0.7389,424.75,0.0542,0.3,0.4432,0.4569,low 4341,Rwanda,2025,remote,Justice,Mid_Level,14.34,413870,0.3159,283145,0.1754,49656,28,0.6243,0.9175,556.83,0.0738,0.5511,0.566,0.5342,moderate 4342,Mozambique,2019,urban,Education,Senior,28.88,283412,0.4965,142706,0.1316,18781,5,0.561,0.6171,139.35,0.0513,0.1931,0.208,0.304,critical 4343,Rwanda,2018,rural,Justice,Mid_Level,12.14,378746,0.2108,298911,0.2692,80473,18,0.6161,0.8299,597.76,0.0841,0.4369,0.7383,0.5516,moderate 4344,South Africa,2018,rural,Agriculture,Junior,59.11,3221694,0.3495,2095707,0.2381,499050,23,0.5256,0.7888,422.64,0.0917,0.4409,0.7297,0.515,moderate 4345,Botswana,2024,urban,Finance,Junior,2.6,107027,0.2037,85220,0.3654,31135,19,0.5457,0.7887,363.36,0.078,0.56,0.7653,0.5887,moderate 4346,Ethiopia,2019,rural,Education,Mid_Level,111.37,1146806,0.6,458722,0.1107,50777,5,0.4658,0.6654,105.34,0.0602,0.2332,0.1675,0.2801,critical 4347,Botswana,2021,urban,Finance,Mid_Level,2.49,119292,0.2018,95213,0.3671,34950,19,0.5342,0.8949,485.11,0.0745,0.5172,0.6507,0.5898,moderate 4348,Uganda,2021,capital,Administration,Senior,44.58,392727,0.315,269021,0.2103,56567,9,0.6048,0.6808,264.05,0.0603,0.3198,0.3537,0.4158,low 4349,Senegal,2021,capital,Security,Junior,16.62,318748,0.2462,240278,0.2708,65060,13,0.4699,0.7627,245.47,0.0705,0.3161,0.4073,0.4754,low 4350,Ethiopia,2019,remote,Education,Mid_Level,111.37,1411616,0.6,564646,0.1,56464,4,0.4956,0.6311,84.55,0.0667,0.2251,0.2163,0.2738,critical 4351,DRC,2021,rural,Security,Director,95.53,535789,0.6,214315,0.1,21431,4,0.4531,0.6843,283.94,0.0559,0.2057,0.2298,0.2812,critical 4352,Senegal,2023,capital,Education,Mid_Level,17.53,429036,0.2193,334952,0.2762,92525,9,0.4781,0.7406,255.74,0.0616,0.3175,0.3323,0.4628,low 4353,Botswana,2020,rural,Education,Mid_Level,2.45,102287,0.2253,79243,0.2455,19454,21,0.5435,0.8266,522.99,0.0906,0.5291,0.6337,0.5478,moderate 4354,Uganda,2020,rural,Finance,Senior,43.2,382850,0.4939,193756,0.1352,26189,5,0.509,0.7407,468.75,0.0577,0.3422,0.3726,0.3554,low 4355,Senegal,2018,rural,Education,Mid_Level,15.34,364701,0.3543,235490,0.1582,37254,10,0.5886,0.676,197.13,0.058,0.3507,0.4036,0.4028,low 4356,Ethiopia,2025,rural,ICT,Director,129.15,1340819,0.5293,631124,0.1223,77174,6,0.5527,0.5862,227.16,0.0712,0.1842,0.2321,0.2928,critical 4357,Rwanda,2020,remote,Education,Executive,12.73,384388,0.2989,269491,0.1611,43409,19,0.5299,0.892,1400.77,0.0861,0.4316,0.6923,0.5092,moderate 4358,Senegal,2020,remote,Education,Director,16.18,363217,0.3593,232707,0.1486,34569,9,0.5539,0.7566,732.28,0.0541,0.3107,0.466,0.411,low 4359,Senegal,2020,rural,Administration,Junior,16.18,333754,0.27,243630,0.2019,49180,13,0.6191,0.7297,246.94,0.0699,0.3904,0.3218,0.4461,low 4360,Nigeria,2019,urban,Justice,Junior,203.29,3707338,0.3819,2291635,0.22,504110,7,0.5492,0.8047,261.51,0.0719,0.3893,0.3591,0.4226,low 4361,South Africa,2020,capital,Infrastructure,Mid_Level,60.06,3421294,0.2307,2631983,0.3352,882221,17,0.5626,0.8108,365.21,0.0925,0.4931,0.6748,0.557,moderate 4362,Tanzania,2018,remote,Social_Services,Junior,56.11,918567,0.5533,410325,0.1202,49328,10,0.5371,0.8087,282.43,0.0565,0.3768,0.3715,0.3629,low 4363,Botswana,2021,urban,Finance,Mid_Level,2.49,103351,0.1756,85198,0.371,31604,19,0.5126,0.8845,529.22,0.0943,0.5257,0.6687,0.5985,moderate 4364,Uganda,2020,capital,Infrastructure,Mid_Level,43.2,335745,0.3516,217702,0.1919,41769,7,0.455,0.7591,258.54,0.064,0.3724,0.4278,0.4215,low 4365,Ghana,2024,capital,Administration,Junior,34.0,892512,0.2036,710819,0.2697,191698,15,0.4991,0.7448,189.18,0.0502,0.4019,0.4222,0.4982,low 4366,Uganda,2023,urban,Health,Mid_Level,47.48,351271,0.3679,222034,0.1879,41720,6,0.5931,0.7617,185.28,0.0596,0.3564,0.3774,0.4076,low 4367,Botswana,2024,urban,Education,Mid_Level,2.6,124826,0.1745,103038,0.4109,42339,16,0.5298,0.9227,430.24,0.0664,0.4231,0.7159,0.6014,moderate 4368,Kenya,2020,rural,Security,Senior,50.61,1993254,0.304,1387358,0.2006,278262,21,0.5552,0.9018,759.59,0.0696,0.5179,0.6939,0.5331,moderate 4369,Botswana,2025,urban,Security,Mid_Level,2.64,120546,0.1771,99193,0.3542,35136,26,0.6284,0.8817,629.32,0.0861,0.5245,0.721,0.6161,moderate 4370,Uganda,2021,urban,ICT,Mid_Level,44.58,343370,0.3334,228876,0.1761,40295,8,0.6001,0.7927,294.38,0.069,0.3442,0.3423,0.4182,low 4371,Kenya,2022,remote,Finance,Senior,52.76,2054696,0.2808,1477745,0.1643,242831,17,0.5566,0.8098,745.04,0.0871,0.5164,0.7618,0.5127,moderate 4372,DRC,2023,rural,Education,Junior,101.74,612867,0.6,245146,0.1,24514,4,0.5346,0.6282,108.65,0.0644,0.2148,0.1654,0.2672,critical 4373,Tanzania,2022,capital,Infrastructure,Director,63.15,997560,0.2623,735902,0.2546,187350,8,0.5096,0.7616,757.87,0.0688,0.3259,0.4747,0.4624,low 4374,Ethiopia,2019,urban,Security,Senior,111.37,1210279,0.4395,678410,0.1345,91226,4,0.5186,0.6618,146.23,0.0546,0.2261,0.1688,0.3225,critical 4375,DRC,2018,urban,Agriculture,Senior,86.92,449437,0.5042,222837,0.1279,28490,4,0.5366,0.5863,176.19,0.0715,0.2207,0.2252,0.2985,critical 4376,Tanzania,2022,urban,Education,Senior,63.15,1123576,0.2759,813587,0.2257,183601,11,0.5326,0.6996,406.95,0.0576,0.3594,0.4795,0.4538,low 4377,Uganda,2021,urban,ICT,Mid_Level,44.58,335845,0.3754,209779,0.1986,41651,6,0.5669,0.704,203.61,0.0536,0.3893,0.3346,0.3988,low 4378,Nigeria,2022,remote,Health,Director,218.92,4655747,0.5017,2319747,0.1442,334416,11,0.4717,0.7988,653.77,0.0694,0.3594,0.4474,0.3886,low 4379,Ghana,2024,rural,Health,Mid_Level,34.0,951184,0.4228,549022,0.2117,116230,11,0.6025,0.6788,290.64,0.0597,0.3899,0.4003,0.4056,low 4380,Mozambique,2021,remote,Education,Mid_Level,30.47,336061,0.5797,141236,0.1,14123,7,0.5881,0.6058,116.01,0.0563,0.24,0.2051,0.283,critical 4381,Ethiopia,2021,remote,Security,Mid_Level,117.0,1451158,0.6,580463,0.1,58046,5,0.5067,0.6438,150.53,0.0653,0.2277,0.2208,0.2789,critical 4382,Nigeria,2021,rural,Infrastructure,Junior,213.58,4441616,0.4274,2543113,0.1455,370107,12,0.5342,0.7275,269.1,0.0589,0.4001,0.328,0.3915,low 4383,Mozambique,2024,capital,Education,Junior,33.0,314223,0.4417,175430,0.1396,24486,6,0.5206,0.6157,117.36,0.0683,0.2225,0.1913,0.3232,critical 4384,South Africa,2020,urban,Education,Junior,60.06,2746923,0.2063,2180264,0.3956,862613,18,0.4926,0.8638,491.01,0.0824,0.4961,0.546,0.5761,moderate 4385,Uganda,2023,urban,ICT,Mid_Level,47.48,378740,0.3825,233854,0.1947,45540,7,0.5321,0.8205,235.82,0.0547,0.3422,0.3283,0.4107,low 4386,Tanzania,2021,remote,Education,Junior,61.31,943405,0.5236,449484,0.127,57063,9,0.5586,0.7975,303.02,0.0561,0.3584,0.4253,0.3713,low 4387,Botswana,2020,urban,Security,Junior,2.45,96508,0.2068,76554,0.3225,24690,22,0.5076,0.9058,516.36,0.0705,0.5433,0.5512,0.5793,moderate 4388,Mozambique,2025,remote,Security,Senior,33.89,371826,0.6,148730,0.1,14873,4,0.4547,0.6517,129.83,0.0595,0.1966,0.2297,0.2754,critical 4389,DRC,2018,rural,Health,Mid_Level,86.92,495562,0.6,198224,0.1,19822,4,0.5174,0.6947,88.04,0.051,0.2403,0.199,0.2831,critical 4390,Tanzania,2023,urban,Security,Junior,65.05,1287411,0.2892,915121,0.227,207757,8,0.4849,0.7077,259.88,0.0598,0.3713,0.4557,0.4433,low 4391,Kenya,2018,rural,Social_Services,Mid_Level,48.55,1790897,0.3174,1222507,0.2502,305857,16,0.5883,0.856,382.04,0.0714,0.4907,0.6376,0.5144,moderate 4392,Mozambique,2022,rural,Social_Services,Junior,31.29,290858,0.6,116343,0.1,11634,7,0.5493,0.6185,91.6,0.0654,0.1987,0.1753,0.2727,critical 4393,DRC,2020,rural,Security,Junior,92.57,582884,0.6,233153,0.1,23315,3,0.477,0.6895,115.66,0.0698,0.2221,0.1643,0.2746,critical 4394,Senegal,2021,urban,Justice,Junior,16.62,407544,0.2653,299411,0.2527,75675,11,0.6177,0.8046,313.29,0.0677,0.3343,0.3472,0.4632,low 4395,Rwanda,2020,remote,ICT,Junior,12.73,350623,0.2871,249974,0.1792,44803,25,0.6733,0.8597,524.1,0.0852,0.4915,0.6712,0.5308,moderate 4396,Nigeria,2023,remote,Administration,Mid_Level,224.39,4176400,0.6,1670560,0.1333,222740,9,0.5565,0.7384,300.02,0.0561,0.3437,0.4469,0.3456,critical 4397,Botswana,2019,urban,Finance,Junior,2.41,95899,0.1521,81314,0.3822,31078,23,0.6695,0.8162,362.18,0.0788,0.4227,0.5873,0.5885,moderate 4398,South Africa,2023,urban,Education,Senior,61.51,3100019,0.2216,2412979,0.3236,780748,25,0.555,0.8266,603.74,0.0847,0.4572,0.5745,0.5651,moderate 4399,Nigeria,2022,rural,Agriculture,Mid_Level,218.92,5000178,0.4113,2943599,0.1666,490491,8,0.5325,0.7478,290.75,0.059,0.3125,0.4719,0.3995,low 4400,Ghana,2020,capital,Administration,Mid_Level,31.29,872750,0.2196,681071,0.2545,173349,11,0.5024,0.7845,207.27,0.0499,0.3472,0.3651,0.4751,low 4401,Botswana,2020,urban,Education,Junior,2.45,112779,0.1919,91135,0.3802,34645,17,0.493,0.9234,416.89,0.0906,0.4262,0.6957,0.5903,moderate 4402,DRC,2022,rural,Education,Senior,98.59,627577,0.6,251030,0.1,25103,2,0.546,0.7108,230.9,0.0522,0.2295,0.1647,0.276,critical 4403,DRC,2023,rural,Finance,Junior,101.74,562690,0.6,225076,0.1,22507,3,0.5132,0.6519,125.54,0.0655,0.1858,0.228,0.2717,critical 4404,Uganda,2020,capital,Health,Senior,43.2,343314,0.3251,231705,0.2372,54955,7,0.5493,0.7122,352.45,0.0554,0.3233,0.4638,0.4311,low 4405,Uganda,2019,capital,Education,Mid_Level,41.86,316366,0.3171,216034,0.1819,39304,8,0.5697,0.7717,284.97,0.0682,0.3254,0.4465,0.4292,low 4406,Nigeria,2018,remote,Agriculture,Senior,198.33,3951163,0.5401,1817262,0.1338,243125,8,0.5479,0.6752,451.07,0.052,0.3619,0.4568,0.3516,low 4407,South Africa,2023,urban,Infrastructure,Junior,61.51,2804769,0.2846,2006472,0.3939,790415,22,0.6583,0.9132,456.59,0.0756,0.484,0.5438,0.5721,moderate 4408,Rwanda,2018,capital,Infrastructure,Mid_Level,12.14,318144,0.1254,278242,0.3784,105276,25,0.6502,0.7991,521.53,0.0717,0.5577,0.7603,0.6274,moderate 4409,Nigeria,2020,capital,Health,Junior,208.37,4331850,0.2615,3199022,0.2281,729719,9,0.5832,0.695,198.53,0.0498,0.3042,0.3463,0.4334,low 4410,Ghana,2024,remote,Education,Junior,34.0,764669,0.3679,483360,0.162,78317,12,0.5201,0.7064,201.19,0.0506,0.3675,0.4255,0.4138,low 4411,Uganda,2019,capital,Social_Services,Mid_Level,41.86,302505,0.3818,186997,0.2315,43298,6,0.5651,0.8011,227.14,0.0702,0.3398,0.3371,0.4153,low 4412,Tanzania,2024,capital,Education,Mid_Level,67.0,1208481,0.2196,943114,0.2564,241809,6,0.4754,0.7689,290.41,0.0589,0.345,0.4704,0.4711,low 4413,Tanzania,2020,urban,Security,Director,59.53,1156538,0.2517,865478,0.2328,201452,9,0.5801,0.6897,782.73,0.067,0.3865,0.4609,0.456,low 4414,South Africa,2018,rural,Security,Mid_Level,59.11,3022123,0.3097,2086225,0.2602,542907,17,0.6391,0.8684,457.66,0.0647,0.4401,0.5956,0.514,moderate 4415,South Africa,2019,urban,Security,Senior,59.58,3294872,0.2645,2423269,0.3194,774098,24,0.5631,0.8845,861.4,0.0654,0.5122,0.7621,0.5838,moderate 4416,Tanzania,2023,urban,Finance,Junior,65.05,1074232,0.3432,705537,0.2085,147105,7,0.5119,0.7407,225.9,0.0484,0.3361,0.4635,0.4249,low 4417,Mozambique,2020,urban,Security,Junior,29.66,327007,0.4398,183178,0.14,25643,4,0.4491,0.6953,99.93,0.0585,0.2105,0.1619,0.3266,critical 4418,Mozambique,2023,rural,Administration,Junior,32.13,289342,0.5204,138778,0.1,13877,7,0.5387,0.6202,99.47,0.0605,0.1912,0.1664,0.2912,critical 4419,Ghana,2022,rural,Health,Mid_Level,32.62,832951,0.3795,516860,0.1671,86357,14,0.5608,0.7369,240.91,0.0589,0.3869,0.43,0.4241,low 4420,Tanzania,2020,capital,Education,Junior,59.53,1105874,0.2789,797476,0.2227,177585,10,0.6181,0.7455,245.87,0.0499,0.3897,0.3429,0.446,low 4421,Rwanda,2023,urban,Education,Junior,13.67,429156,0.1518,364028,0.2897,105468,31,0.6215,0.8841,440.18,0.0687,0.4216,0.6096,0.5977,moderate 4422,South Africa,2018,remote,Education,Junior,59.11,3434477,0.4787,1790542,0.2172,388839,16,0.4875,0.888,592.39,0.0752,0.5541,0.7207,0.4853,low 4423,Tanzania,2021,rural,Health,Junior,61.31,994394,0.3652,631286,0.1431,90344,10,0.5933,0.702,237.59,0.0624,0.3127,0.3777,0.3938,low 4424,Senegal,2019,rural,Administration,Mid_Level,15.76,364398,0.3526,235927,0.2056,48501,11,0.4926,0.6766,195.84,0.051,0.3524,0.3903,0.4165,low 4425,Rwanda,2022,capital,Social_Services,Junior,13.35,422591,0.1551,357042,0.36,128531,20,0.5996,0.9222,591.55,0.0682,0.4652,0.7254,0.6086,moderate 4426,Ethiopia,2019,rural,Administration,Junior,111.37,1173691,0.6,469476,0.1057,49637,5,0.4892,0.6505,95.36,0.0521,0.2027,0.1672,0.2735,critical 4427,Nigeria,2025,urban,Education,Mid_Level,235.75,4603317,0.3993,2765140,0.2,553082,9,0.4933,0.7805,256.84,0.0537,0.3526,0.4446,0.4195,low 4428,Ethiopia,2025,urban,Health,Mid_Level,129.15,1460707,0.5188,702917,0.1664,116958,4,0.5078,0.5881,136.24,0.0611,0.2402,0.187,0.3028,critical 4429,Uganda,2023,rural,Infrastructure,Junior,47.48,365367,0.4817,189375,0.148,28033,8,0.5586,0.8217,223.87,0.0519,0.3037,0.3413,0.3743,low 4430,Botswana,2020,capital,Administration,Junior,2.45,124480,0.1597,104603,0.408,42682,23,0.574,0.8258,548.92,0.0928,0.5264,0.6346,0.6096,moderate 4431,South Africa,2024,urban,Infrastructure,Senior,62.0,3290608,0.2503,2467084,0.3639,897700,19,0.5392,0.8526,947.08,0.0801,0.562,0.7332,0.5833,moderate 4432,Ghana,2021,urban,Security,Director,31.94,778021,0.2391,592021,0.2397,141884,12,0.5388,0.7521,619.8,0.0618,0.3305,0.3961,0.4656,low 4433,Senegal,2021,urban,Finance,Mid_Level,16.62,388663,0.2333,297980,0.2635,78528,13,0.5965,0.7913,284.95,0.0574,0.3978,0.3507,0.4836,low 4434,DRC,2020,urban,Infrastructure,Mid_Level,92.57,515161,0.6,206064,0.1211,24948,5,0.5365,0.6613,153.46,0.0707,0.2222,0.1692,0.2811,critical 4435,Mozambique,2018,capital,Health,Mid_Level,28.12,276651,0.4138,162177,0.169,27405,5,0.5776,0.7015,132.82,0.0681,0.2368,0.1965,0.3499,critical 4436,Ethiopia,2022,rural,Finance,Director,119.93,1262773,0.5955,510742,0.1257,64177,5,0.487,0.6713,210.35,0.0608,0.2364,0.2095,0.2903,critical 4437,Tanzania,2025,capital,Infrastructure,Mid_Level,69.01,1068246,0.3027,744897,0.218,162400,10,0.5043,0.8222,308.12,0.0686,0.3697,0.3842,0.4526,low 4438,Senegal,2021,rural,Education,Junior,16.62,363975,0.3277,244685,0.1952,47759,12,0.5686,0.7731,305.75,0.0494,0.3574,0.3297,0.4315,low 4439,Nigeria,2018,urban,Education,Mid_Level,198.33,4345742,0.3767,2708897,0.2365,640718,7,0.4525,0.7035,215.24,0.0591,0.3374,0.3442,0.4062,low 4440,Mozambique,2018,capital,Health,Junior,28.12,241785,0.3759,150896,0.1592,24017,5,0.483,0.665,129.53,0.0651,0.1964,0.2365,0.3514,low 4441,Senegal,2019,remote,Security,Junior,15.76,315328,0.3615,201326,0.1403,28244,14,0.6173,0.8222,223.31,0.0573,0.3759,0.36,0.4266,low 4442,Mozambique,2020,urban,Finance,Senior,29.66,252935,0.3501,164383,0.118,19391,6,0.503,0.6462,176.36,0.0529,0.2283,0.1749,0.3442,critical 4443,Tanzania,2023,rural,Education,Mid_Level,65.05,1071462,0.4001,642769,0.167,107346,7,0.5561,0.695,185.68,0.0564,0.3204,0.3439,0.3799,low 4444,Rwanda,2020,rural,Social_Services,Director,12.73,433691,0.2271,335192,0.2489,83413,22,0.6577,0.8243,1426.12,0.0891,0.5602,0.5283,0.5429,moderate 4445,Kenya,2020,urban,Social_Services,Mid_Level,50.61,1545842,0.2314,1188097,0.2999,356321,21,0.6512,0.9211,585.72,0.0881,0.4915,0.6646,0.5734,moderate 4446,Botswana,2022,urban,Education,Junior,2.52,102572,0.2055,81497,0.3608,29402,19,0.6277,0.9172,351.39,0.0921,0.4204,0.7045,0.5864,moderate 4447,South Africa,2025,capital,Administration,Mid_Level,62.5,3793018,0.2006,3032142,0.3358,1018339,21,0.5866,0.9035,478.72,0.0641,0.4878,0.6931,0.5899,moderate 4448,Ghana,2020,urban,Agriculture,Mid_Level,31.29,720164,0.245,543697,0.2846,154736,11,0.5849,0.7151,288.23,0.0518,0.345,0.3506,0.4642,low 4449,Rwanda,2022,rural,Infrastructure,Junior,13.35,451173,0.1732,373024,0.2515,93803,28,0.6847,0.9114,395.08,0.0943,0.4387,0.6666,0.5868,moderate 4450,DRC,2019,urban,Social_Services,Director,89.7,509278,0.5262,241309,0.126,30399,4,0.5775,0.6277,243.76,0.0612,0.2079,0.2305,0.2979,critical 4451,Nigeria,2018,capital,Health,Mid_Level,198.33,3758860,0.2517,2812782,0.2812,790998,11,0.6067,0.6918,222.28,0.063,0.3058,0.4786,0.4671,low 4452,Nigeria,2025,urban,ICT,Director,235.75,4869226,0.2814,3498911,0.2051,717675,8,0.5837,0.7559,749.07,0.0651,0.3831,0.3625,0.4389,low 4453,Ethiopia,2023,capital,Security,Mid_Level,122.93,1402292,0.453,767101,0.1431,109802,5,0.5256,0.641,122.14,0.0545,0.2174,0.1783,0.3208,critical 4454,Nigeria,2025,rural,Administration,Mid_Level,235.75,4122218,0.4538,2251532,0.1783,401391,10,0.5699,0.7554,269.95,0.0615,0.3057,0.4136,0.3914,low 4455,Kenya,2021,urban,Health,Director,51.68,1992533,0.1661,1661668,0.3449,573130,21,0.6325,0.9231,1369.77,0.0679,0.44,0.5387,0.5836,moderate 4456,South Africa,2021,capital,Health,Mid_Level,60.54,3022627,0.2005,2416546,0.4008,968565,20,0.589,0.825,576.65,0.0689,0.4818,0.6206,0.5841,moderate 4457,Nigeria,2024,capital,ICT,Junior,230.0,4517247,0.3128,3104308,0.2461,764106,12,0.5717,0.7772,307.22,0.0511,0.3444,0.3843,0.4528,low 4458,Mozambique,2024,remote,Finance,Junior,33.0,355866,0.6,142346,0.1,14234,4,0.4605,0.5981,104.91,0.0652,0.1965,0.227,0.2671,critical 4459,Mozambique,2020,rural,Education,Junior,29.66,273633,0.6,109453,0.1058,11576,6,0.5118,0.6577,151.79,0.0498,0.1837,0.1995,0.2784,critical 4460,Ghana,2024,remote,Security,Junior,34.0,916014,0.3992,550378,0.1256,69132,9,0.6113,0.7822,197.03,0.0555,0.3902,0.4342,0.4039,low 4461,Ethiopia,2019,remote,Agriculture,Mid_Level,111.37,1371088,0.6,548435,0.1,54843,3,0.5351,0.6466,142.42,0.0703,0.217,0.2076,0.2719,critical 4462,Tanzania,2023,capital,Education,Mid_Level,65.05,1180352,0.2941,833255,0.2083,173545,9,0.5906,0.7745,186.57,0.0639,0.3868,0.3438,0.4403,low 4463,Uganda,2022,urban,Education,Junior,46.01,359551,0.4166,209768,0.2068,43387,5,0.4734,0.7713,193.45,0.0638,0.3665,0.3739,0.3998,low 4464,DRC,2025,rural,ICT,Junior,108.36,735078,0.6,294031,0.1,29403,4,0.5828,0.6304,129.57,0.0488,0.2152,0.19,0.2701,critical 4465,Rwanda,2024,urban,Infrastructure,Executive,14.0,469204,0.19,380072,0.2914,110734,30,0.6066,0.9099,2010.36,0.0853,0.4534,0.5706,0.5892,moderate 4466,Uganda,2022,capital,Security,Junior,46.01,334936,0.3276,225202,0.1891,42592,5,0.5611,0.7378,213.21,0.0553,0.3808,0.3561,0.4122,low 4467,Senegal,2024,rural,Health,Director,18.0,403611,0.3679,255129,0.1694,43225,12,0.5648,0.7155,756.86,0.0675,0.3679,0.4589,0.4204,low 4468,Ethiopia,2019,rural,Education,Director,111.37,1362325,0.6,544930,0.1012,55166,4,0.5567,0.6316,226.19,0.0638,0.1854,0.2045,0.269,critical 4469,Kenya,2024,urban,Infrastructure,Junior,55.0,1730329,0.1635,1447403,0.3358,486018,12,0.607,0.8325,623.07,0.069,0.5356,0.7451,0.576,moderate 4470,Uganda,2021,remote,Education,Junior,44.58,407084,0.6,162833,0.1,16283,7,0.6058,0.8011,189.45,0.0566,0.3538,0.4474,0.3428,critical 4471,Uganda,2019,capital,Security,Junior,41.86,336439,0.3897,205325,0.2205,45278,7,0.5726,0.7635,298.52,0.0619,0.3429,0.4156,0.4156,low 4472,South Africa,2021,capital,Finance,Director,60.54,3293003,0.2488,2473613,0.3958,979147,19,0.56,0.7987,886.6,0.0916,0.4573,0.6739,0.5672,moderate 4473,Ghana,2021,capital,Health,Director,31.94,765543,0.2222,595471,0.2574,153271,8,0.5677,0.808,533.0,0.0587,0.3627,0.3467,0.4709,low 4474,South Africa,2020,urban,Security,Executive,60.06,3179950,0.2316,2443506,0.3624,885634,15,0.4769,0.8289,1483.52,0.0793,0.4645,0.7525,0.5663,moderate 4475,Uganda,2019,rural,Security,Executive,41.86,341804,0.6,136721,0.1338,18286,5,0.5051,0.7759,852.61,0.0513,0.3085,0.4046,0.3336,critical 4476,South Africa,2020,rural,Security,Director,60.06,3641423,0.2737,2644829,0.232,613547,16,0.6282,0.7875,1188.15,0.0657,0.4868,0.53,0.4994,low 4477,Kenya,2023,urban,ICT,Executive,53.87,2046335,0.1857,1666311,0.2722,453523,13,0.5835,0.7878,1740.54,0.067,0.4241,0.6212,0.5268,moderate 4478,Rwanda,2021,capital,Administration,Mid_Level,13.04,366744,0.1633,306861,0.3584,109977,24,0.641,0.8274,590.89,0.0641,0.4527,0.6579,0.5939,moderate 4479,Botswana,2024,rural,Administration,Junior,2.6,131831,0.2132,103729,0.2445,25364,22,0.537,0.7704,541.84,0.077,0.5521,0.7758,0.5612,moderate 4480,South Africa,2025,urban,Education,Director,62.5,3186547,0.2441,2408796,0.3605,868469,21,0.5147,0.7976,875.01,0.0672,0.4669,0.7666,0.5746,moderate 4481,Ethiopia,2024,urban,Health,Executive,126.0,1611883,0.4769,843164,0.1761,148483,6,0.4636,0.6677,534.7,0.0687,0.2099,0.2144,0.3324,critical 4482,Ghana,2020,urban,Agriculture,Junior,31.29,850777,0.2697,621297,0.2979,185085,14,0.5664,0.7782,302.23,0.0561,0.374,0.4678,0.493,low 4483,Nigeria,2018,urban,Health,Junior,198.33,4357773,0.2969,3064092,0.1988,609261,8,0.5766,0.6911,262.93,0.0658,0.3574,0.4696,0.4319,low 4484,Rwanda,2024,capital,Social_Services,Mid_Level,14.0,478929,0.1719,396577,0.3172,125798,21,0.6109,0.7745,470.3,0.0956,0.4938,0.6061,0.565,moderate 4485,Ethiopia,2019,rural,Administration,Director,111.37,1162037,0.5231,554193,0.1285,71205,6,0.4799,0.6107,316.13,0.0556,0.2237,0.1765,0.298,critical 4486,Senegal,2024,urban,Health,Junior,18.0,338950,0.2571,251810,0.2145,54001,8,0.5788,0.7508,263.94,0.0548,0.3996,0.4779,0.4597,low 4487,Kenya,2020,rural,Social_Services,Director,50.61,1963663,0.2635,1446319,0.2147,310462,22,0.5718,0.8534,947.08,0.0734,0.4405,0.5414,0.519,moderate 4488,Senegal,2020,urban,Justice,Mid_Level,16.18,390619,0.217,305843,0.2682,82030,8,0.4964,0.7416,318.58,0.0502,0.3251,0.3444,0.461,low 4489,Tanzania,2021,urban,Health,Mid_Level,61.31,1098874,0.3125,755508,0.2377,179550,11,0.4794,0.7258,320.85,0.0616,0.3392,0.3896,0.4405,low 4490,Rwanda,2024,rural,Education,Junior,14.0,445176,0.1786,365652,0.2596,94927,17,0.5614,0.8997,624.28,0.0841,0.4945,0.7013,0.5673,moderate 4491,Senegal,2024,capital,Agriculture,Senior,18.0,446541,0.2073,353962,0.3012,106611,11,0.5168,0.8225,275.69,0.0689,0.353,0.4136,0.501,moderate 4492,Tanzania,2024,remote,Administration,Mid_Level,67.0,1282727,0.545,583687,0.1122,65477,7,0.5789,0.7554,208.46,0.0691,0.3494,0.4595,0.3535,low 4493,Tanzania,2019,remote,Finance,Junior,57.79,999420,0.5153,484370,0.1106,53551,9,0.5367,0.7733,225.59,0.0542,0.3683,0.4047,0.3646,low 4494,Uganda,2019,rural,Education,Junior,41.86,370560,0.4757,194285,0.1371,26635,5,0.5122,0.8132,258.79,0.0688,0.3544,0.3294,0.3682,low 4495,Ethiopia,2022,urban,Finance,Junior,119.93,1272084,0.418,740332,0.1494,110636,5,0.562,0.5898,139.94,0.0487,0.1833,0.2209,0.3242,critical 4496,Senegal,2021,urban,Education,Mid_Level,16.62,377267,0.2596,279344,0.2165,60491,8,0.5215,0.8046,289.4,0.0525,0.3277,0.3806,0.4508,low 4497,Rwanda,2024,remote,Health,Mid_Level,14.0,402672,0.2507,301702,0.1764,53205,28,0.6286,0.8371,566.67,0.0772,0.5123,0.5637,0.5346,moderate 4498,Senegal,2020,rural,Administration,Junior,16.18,380195,0.3219,257804,0.1924,49590,8,0.5466,0.7383,221.73,0.0488,0.3527,0.3747,0.4211,low 4499,Tanzania,2025,rural,Health,Junior,69.01,1152644,0.4252,662594,0.1603,106237,8,0.4876,0.7411,212.64,0.0525,0.3831,0.4749,0.4008,low 4500,Rwanda,2024,capital,Administration,Mid_Level,14.0,390450,0.1597,328112,0.3003,98524,17,0.6121,0.7923,491.69,0.0808,0.5626,0.6057,0.5633,moderate 4501,Senegal,2020,urban,Infrastructure,Mid_Level,16.18,396367,0.2633,291996,0.2732,79759,10,0.5839,0.8192,186.82,0.0584,0.3601,0.4137,0.4777,low 4502,Uganda,2022,rural,Education,Director,46.01,402154,0.4953,202970,0.1204,24431,8,0.4564,0.748,655.77,0.0715,0.3305,0.4349,0.365,low 4503,Ghana,2025,urban,Health,Junior,34.71,839087,0.251,628434,0.2547,160039,12,0.5541,0.7148,241.03,0.0636,0.356,0.4408,0.4678,low 4504,Ethiopia,2020,urban,Infrastructure,Director,114.15,1415812,0.4324,803607,0.1326,106561,5,0.5903,0.6717,286.4,0.0498,0.1858,0.2195,0.3288,critical 4505,Senegal,2020,urban,Education,Senior,16.18,335190,0.2116,264265,0.2366,62521,12,0.5339,0.7898,415.95,0.0565,0.3894,0.3318,0.4768,low 4506,Kenya,2023,urban,Education,Junior,53.87,1935058,0.1841,1578718,0.3179,501842,17,0.6138,0.7955,456.97,0.0803,0.5234,0.6074,0.5583,moderate 4507,Nigeria,2020,remote,Health,Mid_Level,208.37,4547846,0.5088,2233852,0.1236,276155,10,0.5838,0.8061,233.9,0.0564,0.3344,0.3513,0.3682,low 4508,Mozambique,2018,remote,Education,Junior,28.12,251308,0.6,100523,0.1,10052,6,0.5682,0.6823,108.01,0.0634,0.1963,0.1933,0.2813,critical 4509,South Africa,2024,urban,Finance,Mid_Level,62.0,3522833,0.3006,2463778,0.3744,922440,19,0.5273,0.845,481.97,0.0832,0.5084,0.5764,0.5512,moderate 4510,Senegal,2024,urban,Justice,Junior,18.0,428052,0.2478,321984,0.2407,77509,8,0.5937,0.683,192.05,0.0683,0.3698,0.455,0.4532,low 4511,Botswana,2025,urban,Social_Services,Junior,2.64,133422,0.1994,106824,0.4143,44259,23,0.6153,0.9231,440.7,0.075,0.5417,0.7709,0.631,moderate 4512,Rwanda,2023,urban,Health,Mid_Level,13.67,450048,0.1367,388517,0.3031,117753,19,0.5482,0.8631,389.0,0.0792,0.4185,0.7343,0.5838,moderate 4513,DRC,2023,rural,Social_Services,Junior,101.74,696118,0.5895,285750,0.1,28575,2,0.5721,0.6471,103.69,0.0587,0.2384,0.1784,0.2714,critical 4514,Uganda,2020,capital,Education,Senior,43.2,343453,0.3022,239653,0.2309,55332,9,0.6129,0.6842,361.5,0.0692,0.31,0.378,0.4261,low 4515,Kenya,2025,capital,Security,Director,56.15,2025575,0.2073,1605677,0.3662,587976,20,0.6025,0.7769,1174.67,0.0907,0.4464,0.5981,0.5607,moderate 4516,South Africa,2022,urban,Social_Services,Executive,61.02,2852492,0.2071,2261841,0.375,848235,14,0.5126,0.8244,1758.27,0.0848,0.4572,0.6779,0.5642,moderate 4517,Ghana,2023,capital,Education,Junior,33.3,898857,0.1976,721227,0.3259,235032,15,0.5628,0.8164,229.98,0.0553,0.3095,0.4364,0.5166,moderate 4518,Nigeria,2021,remote,Administration,Mid_Level,213.58,4209496,0.503,2092236,0.1129,236143,8,0.5401,0.6963,307.62,0.0712,0.3255,0.4231,0.3518,low 4519,Kenya,2021,urban,Justice,Mid_Level,51.68,1898349,0.1738,1568493,0.2839,445323,21,0.6663,0.8594,412.26,0.0804,0.4863,0.6924,0.5768,moderate 4520,South Africa,2020,rural,ICT,Director,60.06,3649564,0.2924,2582252,0.2332,602261,23,0.586,0.9283,986.65,0.0738,0.5115,0.6265,0.5457,moderate 4521,Mozambique,2020,rural,Social_Services,Junior,29.66,255204,0.6,102081,0.1075,10974,6,0.5402,0.6329,91.62,0.0671,0.2033,0.2388,0.281,critical 4522,South Africa,2025,urban,Education,Senior,62.5,3575155,0.2084,2829921,0.3504,991511,17,0.4913,0.8382,584.91,0.0731,0.4998,0.5845,0.5621,moderate 4523,Senegal,2020,rural,Social_Services,Mid_Level,16.18,365552,0.302,255151,0.1999,51005,8,0.4678,0.6807,190.3,0.0631,0.4023,0.4162,0.4284,low 4524,Rwanda,2020,rural,Education,Mid_Level,12.73,375147,0.217,293758,0.2074,60917,31,0.5876,0.8672,352.21,0.0787,0.5292,0.6792,0.576,moderate 4525,Mozambique,2020,rural,Social_Services,Junior,29.66,258005,0.5672,111675,0.1,11167,4,0.5438,0.6606,106.51,0.0547,0.1967,0.1691,0.2789,critical 4526,Uganda,2025,capital,Health,Senior,50.57,399615,0.4048,237843,0.2106,50091,9,0.5117,0.7628,311.99,0.0588,0.3114,0.3997,0.4095,low 4527,Kenya,2021,capital,Health,Mid_Level,51.68,1926214,0.1916,1557095,0.3582,557725,17,0.5408,0.8818,431.2,0.0841,0.4299,0.6598,0.5754,moderate 4528,Tanzania,2023,urban,Administration,Junior,65.05,1088549,0.3179,742445,0.2367,175729,6,0.461,0.7448,226.81,0.0612,0.386,0.3662,0.4316,low 4529,Senegal,2018,rural,Agriculture,Mid_Level,15.34,366276,0.3694,230988,0.1601,36977,13,0.5588,0.8057,260.16,0.0695,0.3849,0.3721,0.4267,low 4530,Senegal,2023,rural,Infrastructure,Junior,17.53,330489,0.3036,230160,0.1791,41217,11,0.5469,0.6969,297.61,0.0653,0.3882,0.4613,0.4359,low 4531,Kenya,2024,rural,Finance,Mid_Level,55.0,1779207,0.3156,1217728,0.2329,283625,18,0.5858,0.8812,555.66,0.0654,0.4789,0.7736,0.5318,moderate 4532,Ethiopia,2024,capital,Finance,Mid_Level,126.0,1728955,0.4959,871577,0.1467,127846,4,0.4499,0.6103,116.34,0.0624,0.2297,0.167,0.3039,critical 4533,Botswana,2020,urban,Finance,Junior,2.45,99580,0.2048,79189,0.3402,26939,24,0.6705,0.8017,566.56,0.0896,0.5096,0.6046,0.5755,moderate 4534,Botswana,2019,rural,Education,Senior,2.41,119706,0.2893,85074,0.2943,25040,27,0.6864,0.8489,656.08,0.0701,0.474,0.5858,0.5521,moderate 4535,Botswana,2024,rural,Finance,Senior,2.6,121947,0.2595,90300,0.2939,26537,26,0.6583,0.8577,669.32,0.0769,0.5166,0.7567,0.5796,moderate 4536,Kenya,2023,rural,Education,Junior,53.87,2025043,0.31,1397180,0.2248,314115,12,0.6114,0.7815,508.91,0.0793,0.5579,0.5524,0.487,low 4537,Botswana,2023,urban,Finance,Junior,2.56,110032,0.2177,86073,0.3941,33925,27,0.6644,0.8358,368.49,0.0736,0.4673,0.5465,0.5884,moderate 4538,Senegal,2019,capital,Finance,Junior,15.76,322847,0.2143,253650,0.2417,61309,8,0.5744,0.8078,225.64,0.0591,0.3278,0.3939,0.4702,low 4539,Tanzania,2018,urban,Finance,Junior,56.11,1121515,0.2875,799069,0.1929,154104,10,0.4827,0.6878,230.33,0.0671,0.3974,0.4253,0.4368,low 4540,Botswana,2025,urban,Education,Mid_Level,2.64,127176,0.1569,107226,0.3607,38676,16,0.5465,0.8607,565.3,0.0754,0.4345,0.6487,0.5784,moderate 4541,Ethiopia,2019,capital,Security,Mid_Level,111.37,1348673,0.3642,857525,0.1892,162231,6,0.5779,0.5935,89.2,0.0593,0.1967,0.1869,0.3486,critical 4542,DRC,2023,remote,Agriculture,Junior,101.74,526246,0.6,210498,0.1,21049,3,0.4434,0.6211,87.29,0.0699,0.2115,0.2289,0.2697,critical 4543,Uganda,2023,urban,Finance,Mid_Level,47.48,359431,0.41,212055,0.1704,36135,8,0.5046,0.7018,286.12,0.0502,0.3975,0.4303,0.3981,low 4544,Senegal,2023,capital,Agriculture,Junior,17.53,365596,0.2354,279548,0.2459,68733,12,0.5563,0.8116,249.53,0.0552,0.3894,0.3965,0.4829,low 4545,Ghana,2020,urban,Finance,Junior,31.29,851995,0.3046,592468,0.2651,157039,8,0.4686,0.7514,214.13,0.0559,0.3532,0.426,0.4507,low 4546,Nigeria,2019,rural,Health,Mid_Level,203.29,4273063,0.4126,2510139,0.185,464257,11,0.6063,0.7263,314.99,0.0596,0.3302,0.4197,0.4045,low 4547,Botswana,2025,rural,Education,Junior,2.64,116895,0.2962,82269,0.3063,25199,19,0.5012,0.8856,419.53,0.0708,0.5246,0.5723,0.5426,moderate 4548,Kenya,2024,remote,Health,Mid_Level,55.0,2040569,0.3422,1342214,0.1887,253209,12,0.6293,0.8603,414.02,0.0843,0.5142,0.5213,0.4742,low 4549,Kenya,2024,capital,Education,Mid_Level,55.0,2083546,0.19,1687646,0.3482,587576,17,0.5703,0.8381,433.33,0.0756,0.5456,0.6196,0.5743,moderate 4550,Nigeria,2024,rural,Education,Junior,230.0,4079688,0.4492,2247180,0.1531,343955,8,0.5859,0.7483,224.91,0.0525,0.3434,0.3622,0.3788,low 4551,Rwanda,2018,rural,Agriculture,Senior,12.14,390608,0.1741,322615,0.246,79371,19,0.5022,0.77,905.08,0.0823,0.5301,0.686,0.5526,moderate 4552,Botswana,2019,urban,Health,Junior,2.41,103404,0.1587,86988,0.3924,34133,23,0.6244,0.9193,458.97,0.0819,0.4715,0.5565,0.6066,moderate 4553,Nigeria,2024,rural,Security,Junior,230.0,5052735,0.4517,2770411,0.1463,405308,8,0.5247,0.7251,192.19,0.0558,0.2978,0.3539,0.3676,low 4554,Mozambique,2023,rural,Education,Director,32.13,277549,0.6,111019,0.1045,11598,6,0.4869,0.6505,294.65,0.0515,0.1934,0.195,0.2775,critical 4555,Botswana,2020,capital,Education,Mid_Level,2.45,116977,0.1849,95347,0.408,38900,16,0.5185,0.8888,436.54,0.0854,0.5117,0.6541,0.5957,moderate 4556,Nigeria,2020,capital,Security,Junior,208.37,3896163,0.2547,2903817,0.2692,781766,12,0.545,0.7293,252.46,0.0574,0.3299,0.4755,0.4736,low 4557,Tanzania,2025,rural,Health,Junior,69.01,1129987,0.4092,667608,0.1521,101524,8,0.5995,0.8106,215.7,0.063,0.3884,0.4736,0.4135,low 4558,South Africa,2023,capital,Security,Mid_Level,61.51,3053433,0.2637,2248212,0.3937,885153,24,0.5186,0.8983,525.94,0.0736,0.5454,0.7273,0.6045,moderate 4559,Ethiopia,2022,remote,Social_Services,Mid_Level,119.93,1246851,0.6,498740,0.1,49874,5,0.4494,0.6921,141.97,0.0661,0.2276,0.1745,0.2815,critical 4560,Senegal,2022,rural,Security,Mid_Level,17.07,359125,0.345,235211,0.1544,36323,7,0.5179,0.7573,223.64,0.0644,0.3951,0.3405,0.407,low 4561,Tanzania,2021,remote,ICT,Mid_Level,61.31,1193218,0.434,675304,0.1284,86678,11,0.5166,0.7102,192.67,0.0587,0.3318,0.3998,0.3808,low 4562,Nigeria,2022,remote,Administration,Junior,218.92,4718386,0.5756,2002313,0.1346,269411,11,0.5975,0.6995,294.38,0.0534,0.3697,0.4736,0.3565,low 4563,Senegal,2022,remote,Social_Services,Mid_Level,17.07,327549,0.3279,220142,0.1508,33195,12,0.5558,0.6754,193.63,0.0646,0.3221,0.377,0.407,low 4564,DRC,2024,urban,Infrastructure,Junior,105.0,629214,0.5868,260008,0.1061,27589,4,0.5296,0.691,110.0,0.0695,0.2081,0.1626,0.2806,critical 4565,Nigeria,2018,remote,Health,Senior,198.33,4545443,0.6,1818177,0.1224,222604,8,0.4779,0.7301,372.83,0.0594,0.3625,0.4467,0.341,critical 4566,Ghana,2019,urban,Justice,Senior,30.64,844032,0.3206,573393,0.2936,168339,16,0.6377,0.7733,421.29,0.0554,0.3919,0.4319,0.4816,low 4567,Rwanda,2025,capital,Education,Junior,14.34,485863,0.1619,407201,0.3806,154979,24,0.5085,0.9299,465.24,0.0719,0.542,0.5735,0.6157,moderate 4568,Tanzania,2019,urban,Finance,Senior,57.79,1195159,0.2684,874377,0.1962,171583,8,0.5227,0.7984,284.29,0.0519,0.319,0.3332,0.4369,low 4569,Botswana,2018,urban,Administration,Senior,2.38,97141,0.1621,81396,0.382,31095,20,0.581,0.8869,929.43,0.07,0.4268,0.5792,0.5886,moderate 4570,Nigeria,2022,capital,Education,Junior,218.92,3865887,0.3576,2483494,0.2788,692381,10,0.6023,0.7178,301.7,0.0643,0.322,0.4279,0.438,low 4571,Nigeria,2022,urban,Administration,Junior,218.92,4927491,0.3818,3045980,0.2256,687278,11,0.4811,0.7502,184.38,0.0527,0.335,0.3347,0.4179,low 4572,Uganda,2025,remote,Health,Junior,50.57,457925,0.5408,210277,0.1194,25102,7,0.5366,0.6803,229.42,0.0681,0.3315,0.4649,0.3438,critical 4573,Kenya,2022,rural,Justice,Mid_Level,52.76,2032126,0.3092,1403807,0.255,358002,13,0.6031,0.8782,560.11,0.0937,0.4222,0.7164,0.5146,moderate 4574,DRC,2021,rural,Education,Junior,95.53,593222,0.6,237288,0.1,23728,2,0.4551,0.6641,113.23,0.0487,0.2006,0.1892,0.2686,critical 4575,Tanzania,2019,capital,Health,Mid_Level,57.79,1123856,0.2357,858929,0.2229,191425,11,0.6201,0.76,234.89,0.0717,0.3036,0.3673,0.4554,low 4576,DRC,2022,urban,Administration,Mid_Level,98.59,660776,0.5034,328142,0.1039,34096,4,0.5127,0.6881,106.71,0.0506,0.2184,0.1811,0.3033,critical 4577,Senegal,2025,urban,Education,Senior,18.49,391729,0.2083,310134,0.2271,70437,12,0.4861,0.7795,475.78,0.0513,0.3267,0.3745,0.4717,low 4578,Uganda,2022,rural,ICT,Executive,46.01,348194,0.4767,182218,0.1295,23592,7,0.4913,0.7973,977.67,0.0483,0.3801,0.3876,0.3771,low 4579,Uganda,2025,rural,Infrastructure,Junior,50.57,407125,0.5646,177278,0.1549,27461,8,0.6016,0.7814,246.95,0.0579,0.3475,0.3684,0.3564,low 4580,Kenya,2019,capital,Security,Junior,49.57,1678383,0.1567,1415393,0.355,502487,15,0.564,0.9071,508.45,0.0736,0.5042,0.7734,0.6009,moderate 4581,Nigeria,2022,urban,Justice,Mid_Level,218.92,4992074,0.2913,3538055,0.2648,936934,11,0.5626,0.7891,197.65,0.0541,0.31,0.3988,0.4601,low 4582,Senegal,2022,remote,Finance,Mid_Level,17.07,364633,0.4533,199361,0.1189,23711,8,0.5036,0.8243,255.11,0.0636,0.3078,0.3824,0.3791,low 4583,DRC,2025,rural,Health,Senior,108.36,573389,0.6,229355,0.1,22935,4,0.5893,0.6187,217.56,0.0697,0.2263,0.2221,0.2726,critical 4584,Ghana,2023,capital,Education,Junior,33.3,759764,0.2362,580340,0.2729,158366,12,0.5448,0.6762,194.68,0.0621,0.4003,0.4122,0.4719,low 4585,Tanzania,2025,remote,Security,Mid_Level,69.01,1271870,0.4359,717474,0.1058,75927,7,0.5012,0.7166,203.85,0.0661,0.3367,0.4131,0.3675,low 4586,Uganda,2021,urban,Finance,Mid_Level,44.58,327938,0.4833,169450,0.1983,33608,8,0.5074,0.8041,230.06,0.068,0.3213,0.4538,0.3969,low 4587,Nigeria,2025,capital,Health,Senior,235.75,4833292,0.2694,3531427,0.2547,899401,12,0.6206,0.7211,417.49,0.0603,0.3276,0.3429,0.4515,low 4588,Senegal,2019,capital,Security,Junior,15.76,355496,0.2381,270840,0.2289,61987,10,0.503,0.7671,196.51,0.0617,0.359,0.4223,0.4659,low 4589,Rwanda,2018,remote,Finance,Mid_Level,12.14,388121,0.3158,265541,0.1862,49430,27,0.6435,0.8804,512.12,0.0805,0.4865,0.7183,0.5376,moderate 4590,Tanzania,2021,capital,Infrastructure,Mid_Level,61.31,1125165,0.2764,814138,0.2269,184699,7,0.563,0.6806,213.21,0.0704,0.3362,0.3734,0.4282,low 4591,Senegal,2018,urban,Education,Junior,15.34,312088,0.2848,223203,0.2509,55995,8,0.6008,0.7964,190.06,0.0536,0.3177,0.4305,0.4558,low 4592,Tanzania,2022,rural,Infrastructure,Junior,63.15,1048985,0.4219,606377,0.1509,91481,8,0.4858,0.793,266.34,0.0533,0.3413,0.4329,0.3986,low 4593,Senegal,2023,urban,Security,Mid_Level,17.53,337638,0.2511,252858,0.2131,53877,12,0.6018,0.6829,224.65,0.0668,0.3671,0.3817,0.4478,low 4594,Ghana,2020,urban,Health,Executive,31.29,823725,0.2753,596929,0.3087,184277,11,0.6045,0.8087,772.68,0.0718,0.3762,0.3751,0.4823,low 4595,Mozambique,2021,capital,Justice,Junior,30.47,290207,0.3866,178019,0.1515,26962,4,0.4404,0.6778,115.5,0.0652,0.2029,0.1898,0.3422,critical 4596,Senegal,2025,urban,Education,Junior,18.49,369481,0.2141,290377,0.2794,81126,8,0.5657,0.6921,198.68,0.0656,0.3636,0.3766,0.4642,low 4597,Kenya,2019,urban,Administration,Mid_Level,49.57,1941952,0.1853,1582100,0.3048,482233,19,0.6401,0.8686,364.64,0.0783,0.543,0.725,0.5845,moderate 4598,South Africa,2025,rural,Health,Junior,62.5,3158865,0.2893,2244849,0.2666,598512,18,0.5199,0.8051,632.25,0.0886,0.4637,0.7234,0.5288,moderate 4599,DRC,2025,rural,Education,Junior,108.36,706346,0.592,288216,0.1,28821,2,0.4694,0.6259,110.23,0.0514,0.2171,0.237,0.2713,critical 4600,Kenya,2018,rural,Education,Mid_Level,48.55,1528096,0.3119,1051497,0.192,201877,14,0.5818,0.8796,487.31,0.0718,0.5079,0.7778,0.5155,moderate 4601,Botswana,2023,capital,Administration,Mid_Level,2.56,118716,0.1463,101348,0.3786,38374,22,0.6049,0.8248,544.42,0.0693,0.5371,0.5645,0.597,moderate 4602,Senegal,2025,rural,Justice,Junior,18.49,383690,0.3647,243743,0.1972,48058,11,0.5252,0.7589,280.6,0.0669,0.3448,0.447,0.4286,low 4603,Tanzania,2023,rural,Social_Services,Junior,65.05,1265361,0.4126,743251,0.1645,122252,7,0.5713,0.6923,204.21,0.0564,0.3774,0.3865,0.3857,low 4604,South Africa,2022,remote,Security,Senior,61.02,2878312,0.3524,1864018,0.1744,325027,24,0.6371,0.8297,934.78,0.085,0.5341,0.5429,0.4977,low 4605,Rwanda,2024,urban,Health,Junior,14.0,428371,0.1676,356560,0.2925,104281,22,0.5694,0.7668,641.08,0.0905,0.4533,0.7396,0.5705,moderate 4606,South Africa,2022,capital,Justice,Junior,61.02,3160194,0.2512,2366345,0.4231,1001130,17,0.5856,0.9082,609.68,0.0641,0.4304,0.5692,0.5716,moderate 4607,Ethiopia,2018,remote,Health,Director,108.65,1227887,0.6,491154,0.1,49115,5,0.463,0.709,241.83,0.0696,0.1794,0.2189,0.2837,critical 4608,Ghana,2021,rural,Security,Junior,31.94,690662,0.3462,451536,0.2007,90608,15,0.5157,0.7202,225.99,0.0654,0.3107,0.4035,0.4306,low 4609,Botswana,2022,urban,Infrastructure,Junior,2.52,130129,0.1853,106020,0.407,43145,23,0.6118,0.9031,644.51,0.0685,0.5019,0.5674,0.6053,moderate 4610,Senegal,2018,remote,ICT,Mid_Level,15.34,327949,0.4465,181517,0.154,27962,13,0.6121,0.7521,207.31,0.0512,0.305,0.3746,0.3902,low 4611,DRC,2018,rural,Social_Services,Senior,86.92,456569,0.6,182627,0.1,18262,5,0.5936,0.705,141.7,0.067,0.1919,0.1806,0.2805,critical 4612,Mozambique,2021,remote,Finance,Junior,30.47,342081,0.6,136832,0.1,13683,6,0.4597,0.6429,93.49,0.0654,0.2253,0.1841,0.2774,critical 4613,Rwanda,2023,urban,Agriculture,Mid_Level,13.67,451893,0.1616,378887,0.343,129960,21,0.5782,0.7798,494.71,0.0759,0.5519,0.5882,0.5788,moderate 4614,Rwanda,2025,capital,Agriculture,Junior,14.34,481723,0.143,412839,0.3278,135309,20,0.623,0.9168,580.03,0.0806,0.5518,0.6531,0.6042,moderate 4615,Rwanda,2019,capital,Security,Senior,12.43,395262,0.1223,346928,0.3488,121002,18,0.6441,0.7825,935.32,0.0755,0.5025,0.7033,0.5896,moderate 4616,Rwanda,2024,rural,Infrastructure,Junior,14.0,382307,0.2316,293758,0.2281,67014,28,0.6635,0.8076,357.43,0.08,0.4642,0.5468,0.5414,moderate 4617,Ethiopia,2021,urban,Education,Junior,117.0,1212659,0.56,533619,0.1641,87542,4,0.5261,0.6705,122.18,0.0625,0.2333,0.2312,0.3081,critical 4618,Rwanda,2018,urban,Finance,Junior,12.14,408787,0.1939,329535,0.3438,113279,21,0.508,0.813,531.83,0.0732,0.5257,0.7752,0.592,moderate 4619,Uganda,2019,remote,Infrastructure,Junior,41.86,304461,0.5595,134128,0.1127,15117,8,0.5745,0.7075,287.18,0.0631,0.3392,0.3477,0.3331,critical 4620,Ethiopia,2023,remote,Social_Services,Executive,122.93,1320689,0.6,528275,0.1,52827,4,0.4905,0.6711,561.88,0.0613,0.2226,0.1882,0.2767,critical 4621,Ethiopia,2021,capital,Health,Mid_Level,117.0,1604645,0.491,816703,0.188,153555,4,0.5547,0.7067,88.37,0.0587,0.2019,0.2274,0.3332,critical 4622,Mozambique,2022,remote,Health,Junior,31.29,317872,0.6,127148,0.1,12714,6,0.5408,0.6028,140.96,0.0713,0.229,0.2052,0.2738,critical 4623,Kenya,2023,urban,Health,Senior,53.87,1734842,0.1874,1409742,0.3464,488317,20,0.5888,0.8082,895.57,0.0811,0.4968,0.5694,0.5676,moderate 4624,Ethiopia,2021,urban,Education,Mid_Level,117.0,1547612,0.4378,870114,0.1423,123784,6,0.5669,0.6585,132.96,0.05,0.225,0.2313,0.3355,critical 4625,Botswana,2021,rural,Agriculture,Junior,2.49,95539,0.2144,75058,0.3062,22984,28,0.5278,0.8278,634.02,0.0817,0.5329,0.5731,0.5777,moderate 4626,Mozambique,2018,urban,Security,Director,28.12,304889,0.4163,177950,0.1333,23722,7,0.5308,0.6444,261.41,0.0646,0.1881,0.191,0.3313,critical 4627,Rwanda,2024,rural,Health,Junior,14.0,406680,0.193,328196,0.2141,70251,25,0.5703,0.8682,542.3,0.0946,0.5033,0.7335,0.5717,moderate 4628,Ethiopia,2025,urban,Health,Junior,129.15,1635526,0.4388,917831,0.1369,125694,3,0.4865,0.6038,150.09,0.0482,0.1931,0.2343,0.3153,critical 4629,Ethiopia,2024,remote,Administration,Junior,126.0,1327450,0.6,530980,0.1,53098,3,0.554,0.5883,99.68,0.0637,0.1936,0.1653,0.2566,critical 4630,Nigeria,2023,urban,Administration,Junior,224.39,4285014,0.3912,2608525,0.2019,526579,12,0.6033,0.6948,258.83,0.0509,0.3949,0.4778,0.4241,low 4631,Ethiopia,2020,remote,Education,Mid_Level,114.15,1263471,0.6,505388,0.1,50538,4,0.4685,0.6522,151.0,0.0675,0.2045,0.1936,0.2726,critical 4632,South Africa,2024,urban,Finance,Junior,62.0,3718193,0.2553,2769071,0.3284,909427,24,0.6282,0.9154,440.05,0.0953,0.5447,0.6854,0.5886,moderate 4633,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,440945,0.2626,325149,0.2773,90150,10,0.5511,0.7373,293.41,0.0652,0.3978,0.4749,0.4765,low 4634,Uganda,2022,capital,Agriculture,Mid_Level,46.01,320290,0.314,219709,0.2331,51223,7,0.5951,0.7234,322.09,0.0642,0.3761,0.4159,0.435,low 4635,Tanzania,2022,rural,Education,Mid_Level,63.15,1290261,0.4585,698682,0.1771,123731,10,0.5861,0.8139,289.73,0.0502,0.358,0.3261,0.3951,low 4636,Ethiopia,2019,rural,Administration,Junior,111.37,1439157,0.6,575662,0.1228,70717,5,0.5337,0.6404,109.08,0.0601,0.2209,0.1903,0.2804,critical 4637,South Africa,2021,urban,Health,Junior,60.54,2904590,0.2948,2048294,0.388,794808,16,0.5975,0.8358,514.46,0.0771,0.4854,0.6994,0.5572,moderate 4638,Tanzania,2020,capital,Infrastructure,Junior,59.53,1218459,0.2473,917103,0.2014,184702,8,0.5035,0.7779,280.87,0.0648,0.3386,0.4573,0.4548,low 4639,Uganda,2018,urban,Administration,Junior,40.56,371445,0.4392,208295,0.1873,39003,8,0.6033,0.8024,204.28,0.0676,0.3214,0.336,0.3931,low 4640,Kenya,2021,urban,Education,Senior,51.68,1714238,0.1717,1419825,0.3079,437133,18,0.5336,0.9171,552.65,0.0831,0.5403,0.7307,0.5937,moderate 4641,Kenya,2023,capital,Health,Mid_Level,53.87,2137136,0.1496,1817340,0.3715,675226,20,0.659,0.7907,381.43,0.0761,0.4927,0.7431,0.5977,moderate 4642,Rwanda,2025,urban,Social_Services,Senior,14.34,418763,0.1593,352069,0.3604,126897,30,0.7058,0.8691,744.06,0.0905,0.4284,0.7468,0.6232,moderate 4643,Ghana,2019,urban,Security,Junior,30.64,740959,0.2476,557474,0.2346,130782,10,0.4848,0.7877,235.68,0.0491,0.3209,0.4357,0.4656,low 4644,Ghana,2019,urban,Security,Director,30.64,665070,0.2399,505495,0.247,124873,15,0.5686,0.7876,609.71,0.0594,0.3997,0.3464,0.482,low 4645,Tanzania,2021,remote,Education,Junior,61.31,1036227,0.5615,454382,0.1351,61379,9,0.6147,0.7017,269.37,0.0622,0.3113,0.4185,0.3441,critical 4646,Botswana,2022,rural,Social_Services,Junior,2.52,100280,0.2948,70719,0.2882,20381,20,0.5864,0.9048,398.8,0.064,0.4968,0.5442,0.5382,moderate 4647,Nigeria,2025,capital,Security,Mid_Level,235.75,4242969,0.2431,3211704,0.2316,743847,10,0.4795,0.816,292.41,0.0534,0.3094,0.3308,0.4586,low 4648,Ghana,2024,remote,Infrastructure,Mid_Level,34.0,830161,0.5037,411980,0.1635,67349,11,0.6094,0.7113,208.06,0.0684,0.3521,0.3284,0.3672,low 4649,South Africa,2018,capital,Health,Executive,59.11,3336869,0.2224,2594728,0.4128,1071110,17,0.4877,0.8271,1829.61,0.0685,0.5092,0.6205,0.5771,moderate 4650,Ethiopia,2020,rural,Security,Executive,114.15,1528043,0.5079,751951,0.1003,75420,5,0.5143,0.6985,570.6,0.0607,0.2383,0.1888,0.3081,critical 4651,DRC,2023,rural,Infrastructure,Junior,101.74,547271,0.6,218908,0.1,21890,4,0.4866,0.6969,126.91,0.0589,0.1987,0.1691,0.2763,critical 4652,Rwanda,2022,urban,ICT,Mid_Level,13.35,356710,0.1656,297627,0.3597,107048,31,0.7048,0.9039,433.15,0.0842,0.5209,0.7369,0.6374,moderate 4653,Nigeria,2025,urban,Education,Mid_Level,235.75,5312026,0.341,3500451,0.2061,721473,9,0.578,0.821,238.38,0.0671,0.3261,0.3782,0.4324,low 4654,Botswana,2020,rural,Administration,Senior,2.45,113322,0.2555,84366,0.2971,25061,28,0.6633,0.8766,883.64,0.0796,0.4789,0.7705,0.5868,moderate 4655,DRC,2022,rural,Health,Mid_Level,98.59,570012,0.6,228004,0.1,22800,5,0.5945,0.6305,130.81,0.0554,0.2065,0.1813,0.2709,critical 4656,Nigeria,2022,urban,Education,Junior,218.92,3751657,0.3913,2283721,0.2117,483558,10,0.47,0.7322,181.6,0.0719,0.3887,0.4563,0.4245,low 4657,Tanzania,2019,rural,Social_Services,Junior,57.79,895186,0.3834,551995,0.1752,96731,6,0.4591,0.7647,209.02,0.0573,0.3394,0.432,0.4048,low 4658,Ethiopia,2018,rural,Infrastructure,Mid_Level,108.65,1384801,0.6,553920,0.1179,65327,4,0.5706,0.665,117.14,0.06,0.1939,0.2231,0.2809,critical 4659,Mozambique,2020,rural,Administration,Mid_Level,29.66,255541,0.6,102216,0.1027,10502,4,0.5155,0.633,114.2,0.0596,0.2306,0.1793,0.2716,critical 4660,Ethiopia,2023,rural,ICT,Junior,122.93,1342552,0.6,537020,0.1272,68285,5,0.5024,0.7113,126.01,0.0532,0.2305,0.1985,0.2939,critical 4661,Ghana,2018,rural,Social_Services,Senior,30.01,674405,0.3364,447516,0.2131,95386,14,0.6204,0.7572,332.41,0.0579,0.3284,0.4228,0.4429,low 4662,Nigeria,2021,rural,Security,Junior,213.58,4777271,0.3684,3017195,0.1551,468071,7,0.5139,0.8167,299.04,0.0598,0.3397,0.3263,0.4033,low 4663,Botswana,2021,capital,Health,Senior,2.49,119354,0.1975,95776,0.3993,38248,22,0.5987,0.915,617.65,0.0662,0.5141,0.6524,0.6094,moderate 4664,DRC,2022,remote,Administration,Junior,98.59,624996,0.6,249998,0.1,24999,4,0.4819,0.5969,133.12,0.0553,0.1973,0.17,0.2613,critical 4665,Nigeria,2025,rural,Security,Mid_Level,235.75,4049142,0.5348,1883701,0.1527,287613,11,0.5517,0.7172,243.48,0.0618,0.3712,0.4392,0.3706,low 4666,Ghana,2018,remote,Security,Senior,30.01,715956,0.4849,368767,0.152,56034,11,0.4898,0.7624,435.75,0.0563,0.3886,0.459,0.3934,low 4667,Botswana,2024,capital,Infrastructure,Executive,2.6,108562,0.1368,93708,0.4054,37991,19,0.6175,0.9251,1917.41,0.0895,0.5217,0.6945,0.625,moderate 4668,DRC,2018,rural,Justice,Junior,86.92,585347,0.6,234138,0.1,23413,4,0.5624,0.5879,130.31,0.0556,0.2022,0.1708,0.2605,critical 4669,Ghana,2022,rural,Education,Junior,32.62,925799,0.3229,626884,0.1859,116545,15,0.5463,0.7247,185.42,0.0669,0.3748,0.3636,0.4358,low 4670,Tanzania,2022,capital,Education,Senior,63.15,1289447,0.2926,912106,0.2508,228717,9,0.4674,0.7583,414.14,0.0663,0.3722,0.3727,0.4503,low 4671,Nigeria,2022,rural,Infrastructure,Junior,218.92,3839931,0.4585,2079298,0.1785,371168,9,0.5766,0.824,206.14,0.0629,0.3328,0.3588,0.3953,low 4672,DRC,2022,urban,Agriculture,Mid_Level,98.59,575995,0.4349,325473,0.1298,42245,5,0.4849,0.697,149.7,0.0533,0.209,0.1664,0.3283,critical 4673,Uganda,2021,urban,Health,Mid_Level,44.58,316917,0.3812,196104,0.2135,41864,8,0.5808,0.71,259.31,0.055,0.345,0.4174,0.4108,low 4674,Ghana,2021,urban,Agriculture,Junior,31.94,684013,0.2257,529647,0.3005,159132,16,0.5041,0.7279,224.95,0.0623,0.3298,0.473,0.4982,low 4675,Mozambique,2019,rural,Education,Junior,28.88,262919,0.4811,136434,0.1129,15408,6,0.5509,0.6376,95.34,0.0713,0.1999,0.2192,0.3105,critical 4676,Tanzania,2025,rural,Finance,Junior,69.01,1074526,0.3283,721759,0.1648,118958,11,0.5861,0.7212,192.04,0.0529,0.3876,0.36,0.4196,low 4677,Rwanda,2022,remote,ICT,Junior,13.35,455632,0.2493,342027,0.194,66352,21,0.5032,0.9016,486.81,0.0956,0.4685,0.6153,0.5323,moderate 4678,Mozambique,2022,rural,Health,Mid_Level,31.29,288738,0.5125,140757,0.1,14075,4,0.4856,0.6691,114.79,0.0508,0.2094,0.2258,0.3008,critical 4679,Botswana,2024,urban,Infrastructure,Junior,2.6,116612,0.2096,92175,0.3621,33378,27,0.6288,0.8342,626.79,0.0924,0.4751,0.7127,0.5996,moderate 4680,DRC,2025,rural,Administration,Junior,108.36,735614,0.6,294245,0.1,29424,3,0.5474,0.6174,86.45,0.0528,0.1851,0.1736,0.261,critical 4681,Kenya,2022,urban,Finance,Mid_Level,52.76,1578444,0.234,1209070,0.3533,427119,22,0.5466,0.9143,572.44,0.0795,0.5618,0.579,0.5861,moderate 4682,Mozambique,2022,urban,Education,Senior,31.29,325652,0.4689,172937,0.1327,22943,7,0.521,0.6276,146.11,0.0543,0.2282,0.1867,0.3191,critical 4683,Uganda,2020,urban,Education,Mid_Level,43.2,395151,0.4776,206431,0.2176,44911,7,0.6048,0.7299,204.84,0.0697,0.3835,0.3822,0.3885,low 4684,DRC,2019,urban,Finance,Senior,89.7,520343,0.5359,241484,0.1046,25248,4,0.5357,0.6042,156.53,0.0555,0.2172,0.1617,0.2807,critical 4685,Senegal,2022,urban,Administration,Senior,17.07,382146,0.2233,296797,0.229,67951,8,0.5131,0.6972,403.94,0.0687,0.3057,0.4631,0.4529,low 4686,Ethiopia,2021,capital,Health,Junior,117.0,1442811,0.3814,892585,0.1664,148536,5,0.5074,0.6106,144.34,0.053,0.2242,0.215,0.3443,critical 4687,Ethiopia,2024,urban,Administration,Junior,126.0,1528581,0.5116,746619,0.1709,127559,5,0.5452,0.7101,113.61,0.0608,0.221,0.1815,0.3241,critical 4688,Tanzania,2021,rural,Education,Director,61.31,1126426,0.4268,645675,0.1409,90974,11,0.6247,0.7755,516.2,0.061,0.3079,0.3289,0.386,low 4689,Tanzania,2020,capital,ICT,Mid_Level,59.53,1140238,0.2916,807728,0.2253,181981,11,0.5572,0.7064,276.04,0.0613,0.3615,0.3627,0.4393,low 4690,Tanzania,2022,capital,Social_Services,Mid_Level,63.15,1192368,0.2721,867934,0.2696,233986,6,0.5189,0.7757,265.33,0.0653,0.4004,0.3975,0.4605,low 4691,Ghana,2024,urban,Justice,Mid_Level,34.0,837719,0.3202,569521,0.2845,162028,13,0.5552,0.6852,228.78,0.0492,0.3752,0.4475,0.4586,low 4692,Senegal,2018,urban,Administration,Junior,15.34,323059,0.206,256523,0.2463,63177,11,0.5264,0.8006,236.46,0.0506,0.3812,0.3541,0.4812,low 4693,Uganda,2023,urban,Education,Junior,47.48,417081,0.3595,267159,0.2207,58960,7,0.564,0.7599,324.74,0.0537,0.3386,0.4612,0.4268,low 4694,Uganda,2019,rural,Administration,Executive,41.86,365022,0.4471,201809,0.1428,28827,8,0.501,0.7766,1246.35,0.0635,0.3493,0.4414,0.3895,low 4695,Botswana,2020,rural,Infrastructure,Mid_Level,2.45,109920,0.2434,83162,0.2327,19348,24,0.6813,0.8252,537.41,0.0872,0.5052,0.7541,0.557,moderate 4696,Kenya,2025,rural,Finance,Junior,56.15,1906784,0.2725,1387217,0.1933,268081,21,0.6516,0.8725,524.05,0.0764,0.5603,0.6334,0.5329,moderate 4697,Botswana,2019,remote,Social_Services,Junior,2.41,110507,0.3257,74510,0.2244,16720,23,0.5775,0.8656,641.7,0.0657,0.5116,0.5414,0.5173,moderate 4698,Rwanda,2020,rural,Security,Senior,12.73,386639,0.2421,293037,0.2354,68988,20,0.5705,0.7943,770.65,0.0805,0.4549,0.6464,0.5276,moderate 4699,Nigeria,2022,urban,Education,Director,218.92,4775726,0.2987,3348982,0.2294,768205,9,0.6159,0.7832,680.87,0.0515,0.3175,0.469,0.4513,low 4700,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,748483,0.2328,574201,0.2743,157475,12,0.6276,0.7439,295.97,0.0511,0.3804,0.401,0.4801,low 4701,Botswana,2020,urban,Education,Senior,2.45,119797,0.1686,99600,0.3621,36061,17,0.4838,0.8154,777.27,0.0883,0.5561,0.6299,0.5818,moderate 4702,Tanzania,2018,rural,Education,Mid_Level,56.11,995423,0.3609,636211,0.1473,93735,8,0.4801,0.7809,234.18,0.0652,0.3586,0.3563,0.4052,low 4703,Ethiopia,2020,remote,Finance,Junior,114.15,1428642,0.6,571456,0.1,57145,4,0.4406,0.661,115.26,0.0577,0.2367,0.1809,0.2759,critical 4704,Ghana,2022,rural,Finance,Senior,32.62,829938,0.3385,548967,0.2199,120737,11,0.5373,0.7722,396.06,0.0603,0.37,0.431,0.4438,low 4705,Botswana,2022,urban,Health,Mid_Level,2.52,130299,0.1732,107732,0.3364,36237,28,0.5956,0.8827,491.32,0.082,0.4656,0.7204,0.6118,moderate 4706,Senegal,2022,urban,Agriculture,Director,17.07,411305,0.2002,328952,0.236,77628,8,0.5977,0.7119,724.99,0.0628,0.378,0.4271,0.4662,low 4707,Tanzania,2020,urban,Health,Junior,59.53,950734,0.3417,625890,0.2017,126265,7,0.487,0.7145,193.8,0.0647,0.3675,0.4143,0.4179,low 4708,Ethiopia,2024,capital,Agriculture,Mid_Level,126.0,1610409,0.3907,981226,0.1643,161182,4,0.499,0.6682,102.6,0.0688,0.2411,0.1941,0.3471,critical 4709,Uganda,2025,urban,Health,Director,50.57,384687,0.3338,256281,0.1743,44662,8,0.4894,0.785,749.35,0.0698,0.3927,0.3489,0.422,low 4710,DRC,2022,remote,Education,Executive,98.59,633483,0.6,253393,0.1,25339,3,0.5811,0.6216,596.43,0.0521,0.2011,0.2103,0.2669,critical 4711,Senegal,2025,urban,Agriculture,Junior,18.49,369510,0.2664,271074,0.2638,71498,13,0.4942,0.6838,268.78,0.0597,0.3632,0.3582,0.4566,low 4712,Tanzania,2024,urban,Security,Junior,67.0,1043057,0.2801,750871,0.2108,158289,8,0.4904,0.7451,250.86,0.0549,0.3324,0.4095,0.4386,low 4713,Botswana,2018,capital,Finance,Junior,2.38,114911,0.1738,94935,0.3459,32837,20,0.5083,0.9191,443.22,0.0762,0.5322,0.5763,0.5917,moderate 4714,Uganda,2019,rural,Infrastructure,Junior,41.86,300493,0.6,120197,0.1276,15332,7,0.4789,0.7313,187.58,0.0482,0.358,0.4111,0.336,critical 4715,Tanzania,2019,capital,Justice,Junior,57.79,1072770,0.2408,814495,0.2413,196519,8,0.496,0.7581,185.38,0.051,0.3441,0.3693,0.4552,low 4716,Senegal,2024,capital,Health,Junior,18.0,433612,0.2471,326457,0.3011,98311,13,0.6139,0.8212,234.74,0.0638,0.3019,0.4586,0.4952,low 4717,Mozambique,2019,rural,Education,Mid_Level,28.88,314246,0.578,132598,0.1144,15172,5,0.5294,0.6965,123.71,0.0608,0.2028,0.2222,0.2936,critical 4718,DRC,2020,urban,Health,Junior,92.57,519752,0.6,207900,0.1193,24812,5,0.5505,0.6952,92.06,0.0646,0.186,0.1717,0.2824,critical 4719,Nigeria,2018,rural,Security,Junior,198.33,4437097,0.5262,2102236,0.1834,385477,10,0.5558,0.734,243.45,0.0514,0.3979,0.4143,0.3806,low 4720,Tanzania,2021,capital,Finance,Junior,61.31,1202348,0.2874,856734,0.2526,216403,9,0.5994,0.7023,253.7,0.0628,0.4006,0.378,0.447,low 4721,Tanzania,2020,capital,ICT,Junior,59.53,946540,0.3059,656995,0.2656,174527,9,0.4992,0.7491,191.68,0.0512,0.3479,0.455,0.4551,low 4722,Senegal,2019,rural,Education,Junior,15.76,320820,0.2682,234787,0.1624,38134,9,0.4835,0.7356,175.47,0.0487,0.3779,0.4443,0.4386,low 4723,South Africa,2021,remote,Education,Mid_Level,60.54,3153519,0.4005,1890644,0.177,334640,16,0.5915,0.77,621.4,0.0721,0.4872,0.6216,0.4605,low 4724,Uganda,2025,capital,Education,Mid_Level,50.57,378154,0.3664,239587,0.1802,43172,9,0.5904,0.6936,284.36,0.0495,0.3944,0.3392,0.4033,low 4725,Rwanda,2020,rural,Education,Director,12.73,401141,0.2138,315369,0.2086,65774,27,0.6242,0.8368,1177.64,0.0829,0.4769,0.6976,0.5592,moderate 4726,South Africa,2021,remote,Infrastructure,Junior,60.54,3658911,0.5105,1790898,0.217,388538,17,0.5413,0.7661,616.33,0.0867,0.4579,0.5685,0.4367,low 4727,Uganda,2025,urban,Agriculture,Junior,50.57,365224,0.3868,223952,0.1781,39885,6,0.5095,0.7064,316.63,0.062,0.3021,0.3552,0.3845,low 4728,Ghana,2021,urban,Security,Senior,31.94,815476,0.2545,607944,0.2442,148486,9,0.4653,0.7366,262.81,0.0561,0.2983,0.4578,0.456,low 4729,South Africa,2019,rural,Administration,Senior,59.58,3463392,0.3602,2215723,0.231,511826,19,0.5603,0.8653,699.91,0.067,0.4229,0.6258,0.4999,low 4730,Senegal,2024,rural,Education,Director,18.0,414570,0.3679,262040,0.1966,51523,11,0.6157,0.7425,732.06,0.0529,0.3964,0.4368,0.4294,low 4731,DRC,2020,rural,Health,Mid_Level,92.57,598962,0.6,239584,0.1,23958,4,0.5832,0.7098,98.99,0.0558,0.1927,0.1911,0.2799,critical 4732,Botswana,2018,urban,Administration,Mid_Level,2.38,109091,0.1701,90536,0.3415,30920,16,0.4934,0.8949,632.57,0.0911,0.5542,0.5416,0.5767,moderate 4733,Rwanda,2020,capital,Health,Junior,12.73,398167,0.143,341209,0.3961,135152,19,0.6077,0.8649,572.18,0.079,0.4217,0.6219,0.5949,moderate 4734,Ghana,2019,urban,Education,Mid_Level,30.64,863290,0.2319,663091,0.2605,172720,10,0.4777,0.7349,294.39,0.0546,0.3248,0.4685,0.4717,low 4735,Ethiopia,2023,urban,Health,Executive,122.93,1685777,0.5044,835423,0.1367,114180,5,0.5126,0.5911,373.87,0.049,0.1857,0.2044,0.2982,critical 4736,DRC,2023,remote,ICT,Senior,101.74,527856,0.6,211142,0.1,21114,4,0.4628,0.6704,153.33,0.0637,0.2246,0.1831,0.2763,critical 4737,Tanzania,2025,capital,Health,Mid_Level,69.01,1209043,0.2989,847687,0.2363,200331,7,0.5318,0.8045,210.52,0.0509,0.3892,0.4579,0.4572,low 4738,DRC,2024,urban,Social_Services,Junior,105.0,652825,0.4582,353708,0.1127,39866,4,0.4417,0.605,130.02,0.0671,0.206,0.221,0.3071,critical 4739,Ghana,2025,rural,Finance,Mid_Level,34.71,817477,0.3018,570785,0.1751,99963,12,0.5124,0.6817,231.69,0.0685,0.306,0.4643,0.4276,low 4740,Senegal,2019,urban,Administration,Junior,15.76,355448,0.2675,260368,0.252,65621,7,0.5353,0.6972,235.73,0.0534,0.3769,0.4492,0.4508,low 4741,Mozambique,2019,rural,Social_Services,Junior,28.88,324986,0.511,158909,0.1,15890,4,0.5799,0.6656,92.4,0.0573,0.1978,0.2302,0.2999,critical 4742,Uganda,2020,capital,Health,Mid_Level,43.2,309413,0.4309,176071,0.2356,41486,7,0.5596,0.7048,178.04,0.0486,0.357,0.3472,0.3948,low 4743,Ethiopia,2023,rural,ICT,Senior,122.93,1503273,0.5911,614660,0.1274,78294,4,0.4695,0.667,232.58,0.05,0.2409,0.1914,0.2873,critical 4744,Rwanda,2023,rural,Infrastructure,Director,13.67,388391,0.2363,296600,0.2383,70668,29,0.6835,0.8315,882.92,0.0892,0.4361,0.593,0.5506,moderate 4745,Kenya,2022,capital,Social_Services,Junior,52.76,1752305,0.1961,1408734,0.2973,418788,19,0.4943,0.8822,469.13,0.0884,0.4241,0.7565,0.5732,moderate 4746,Senegal,2020,urban,Health,Junior,16.18,308388,0.2048,245215,0.2504,61407,12,0.4826,0.6944,188.62,0.0597,0.3208,0.3434,0.462,low 4747,Kenya,2021,urban,Health,Senior,51.68,1860768,0.2236,1444763,0.2923,422241,16,0.6453,0.8678,593.24,0.0869,0.5258,0.7708,0.567,moderate 4748,DRC,2022,rural,Education,Mid_Level,98.59,509698,0.6,203879,0.1,20387,4,0.544,0.6133,87.18,0.0607,0.2125,0.2283,0.2711,critical 4749,Ghana,2023,urban,Infrastructure,Mid_Level,33.3,882549,0.2974,620099,0.279,172980,15,0.5296,0.798,180.3,0.068,0.33,0.4311,0.4787,low 4750,Uganda,2023,urban,Education,Senior,47.48,357883,0.3764,223178,0.2009,44828,8,0.453,0.7503,447.74,0.0577,0.3344,0.4192,0.414,low 4751,South Africa,2019,remote,Education,Mid_Level,59.58,3324885,0.4639,1782404,0.2082,371168,20,0.6502,0.8689,638.96,0.0669,0.5405,0.6832,0.4888,low 4752,Kenya,2025,urban,Security,Mid_Level,56.15,2119106,0.2153,1662790,0.3443,572509,16,0.5779,0.9095,517.18,0.0777,0.4852,0.7208,0.5793,moderate 4753,Senegal,2025,capital,Education,Junior,18.49,368696,0.1782,303005,0.2928,88720,9,0.5239,0.8048,312.38,0.0611,0.3077,0.393,0.492,low 4754,Rwanda,2025,remote,Education,Executive,14.34,407415,0.3039,283586,0.1995,56571,19,0.5401,0.8604,1842.56,0.0953,0.4758,0.7379,0.5218,moderate 4755,South Africa,2019,remote,Security,Junior,59.58,2847292,0.3595,1823737,0.1942,354152,24,0.647,0.8633,535.14,0.0942,0.483,0.7151,0.518,moderate 4756,Rwanda,2018,capital,Health,Director,12.14,392669,0.1677,326816,0.3359,109763,20,0.5034,0.8394,1603.9,0.0653,0.5528,0.5918,0.5824,moderate 4757,Senegal,2018,capital,Health,Mid_Level,15.34,383642,0.2582,284582,0.2342,66647,11,0.5334,0.7169,255.76,0.0539,0.3227,0.4728,0.4586,low 4758,Senegal,2023,rural,Infrastructure,Junior,17.53,372044,0.2769,269021,0.2046,55048,12,0.5493,0.7695,324.58,0.054,0.3898,0.3361,0.4499,low 4759,Kenya,2018,remote,Health,Mid_Level,48.55,1688508,0.3255,1138958,0.1927,219461,15,0.4917,0.8065,639.09,0.0939,0.4594,0.662,0.4874,low 4760,Ghana,2022,remote,Security,Senior,32.62,728514,0.4488,401530,0.1586,63700,9,0.525,0.8168,438.06,0.0513,0.3489,0.3936,0.3967,low 4761,Nigeria,2018,urban,Education,Executive,198.33,3972071,0.2908,2817086,0.2287,644382,7,0.5821,0.7709,1012.5,0.0655,0.33,0.3851,0.4391,low 4762,Senegal,2018,capital,Health,Junior,15.34,353126,0.1923,285218,0.229,65321,8,0.5013,0.6962,206.95,0.0714,0.3,0.4104,0.4547,low 4763,Botswana,2024,remote,Education,Junior,2.6,114311,0.3311,76461,0.198,15138,20,0.6517,0.8349,405.81,0.0959,0.4997,0.7412,0.516,moderate 4764,Senegal,2020,capital,Education,Senior,16.18,405805,0.2541,302674,0.2855,86415,12,0.5094,0.7313,277.41,0.0615,0.3981,0.4263,0.48,low 4765,Tanzania,2021,urban,Infrastructure,Junior,61.31,1244329,0.3219,843771,0.2001,168854,8,0.4542,0.6783,241.79,0.0585,0.2987,0.3787,0.409,low 4766,Kenya,2020,capital,Education,Mid_Level,50.61,1890719,0.1722,1565135,0.3845,601867,18,0.6052,0.8419,631.87,0.0812,0.526,0.6554,0.5925,moderate 4767,Uganda,2024,rural,Social_Services,Junior,49.0,400508,0.5449,182257,0.1354,24671,6,0.5739,0.7184,260.1,0.0599,0.3511,0.4694,0.3524,low 4768,Ghana,2025,rural,Education,Junior,34.71,766091,0.3545,494497,0.1778,87897,12,0.5232,0.6797,293.36,0.0708,0.3401,0.3702,0.4088,low 4769,Mozambique,2018,capital,Security,Mid_Level,28.12,305268,0.3908,185956,0.1373,25529,7,0.5894,0.6865,152.51,0.069,0.208,0.2273,0.3506,low 4770,South Africa,2023,urban,Finance,Mid_Level,61.51,2840421,0.2747,2060163,0.3382,696663,18,0.5669,0.9239,643.49,0.0952,0.5115,0.7301,0.5736,moderate 4771,Botswana,2019,urban,Education,Junior,2.41,115250,0.1519,97745,0.4101,40087,29,0.5828,0.7875,587.06,0.0896,0.5314,0.7035,0.6287,moderate 4772,Nigeria,2024,remote,Health,Executive,230.0,4965353,0.5726,2122088,0.1222,259298,12,0.4811,0.7902,781.41,0.0614,0.3464,0.3372,0.3543,low 4773,South Africa,2019,urban,Education,Junior,59.58,3144839,0.2662,2307555,0.3689,851238,17,0.5934,0.8684,561.05,0.0946,0.5489,0.7377,0.5771,moderate 4774,Tanzania,2023,urban,Health,Mid_Level,65.05,1202187,0.305,835564,0.229,191372,9,0.4927,0.812,307.11,0.051,0.3601,0.4656,0.4579,low 4775,Tanzania,2023,urban,Administration,Senior,65.05,1226144,0.289,871830,0.2335,203537,11,0.4892,0.7795,419.56,0.0515,0.3865,0.4585,0.4651,low 4776,Mozambique,2019,rural,Education,Junior,28.88,256461,0.6,102584,0.1131,11604,6,0.486,0.6096,96.05,0.0529,0.2134,0.2396,0.28,critical 4777,Nigeria,2025,capital,Education,Mid_Level,235.75,4983313,0.2652,3661601,0.2865,1049058,10,0.5447,0.7984,231.29,0.0651,0.3939,0.4719,0.4867,low 4778,Ethiopia,2018,capital,Security,Junior,108.65,1367642,0.4741,719188,0.1473,105959,3,0.5133,0.7134,122.52,0.0714,0.2227,0.1842,0.3235,critical 4779,Tanzania,2019,rural,Education,Junior,57.79,1007368,0.4012,603230,0.1767,106602,11,0.5816,0.7113,244.12,0.0504,0.3574,0.4225,0.4061,low 4780,DRC,2021,urban,ICT,Junior,95.53,612995,0.5805,257149,0.1176,30241,3,0.5664,0.6643,132.82,0.065,0.1861,0.1973,0.2798,critical 4781,Rwanda,2024,urban,Security,Junior,14.0,458252,0.1844,373752,0.3558,132970,27,0.6088,0.9103,463.79,0.0948,0.5387,0.5899,0.6097,moderate 4782,South Africa,2021,rural,Education,Junior,60.54,2802510,0.3921,1703544,0.2423,412693,16,0.5246,0.8658,475.65,0.0686,0.4888,0.6899,0.5003,moderate 4783,Uganda,2021,rural,Security,Mid_Level,44.58,318394,0.5263,150838,0.1572,23709,5,0.5785,0.742,265.49,0.0556,0.3738,0.3487,0.3538,low 4784,Ethiopia,2024,capital,Health,Junior,126.0,1676743,0.4778,875561,0.1625,142281,3,0.5785,0.6073,94.73,0.0531,0.1947,0.2345,0.3127,critical 4785,Kenya,2023,urban,Justice,Senior,53.87,1741953,0.1761,1435155,0.2759,395954,15,0.4807,0.84,615.52,0.0886,0.465,0.6893,0.5539,moderate 4786,DRC,2023,rural,Finance,Junior,101.74,565998,0.5788,238414,0.1,23841,3,0.5363,0.6878,117.03,0.0677,0.2021,0.2123,0.2824,critical 4787,Mozambique,2022,capital,Finance,Director,31.29,280023,0.3695,176547,0.1436,25351,6,0.4515,0.6439,257.61,0.0551,0.2042,0.1833,0.3439,critical 4788,Kenya,2022,capital,Administration,Junior,52.76,1655548,0.1648,1382685,0.366,506016,13,0.5321,0.9263,350.35,0.0951,0.4693,0.5749,0.5761,moderate 4789,Tanzania,2024,urban,Health,Mid_Level,67.0,1306595,0.2912,926150,0.2295,212526,6,0.4504,0.7078,322.13,0.0522,0.3941,0.3675,0.4319,low 4790,Tanzania,2021,rural,Health,Junior,61.31,1021905,0.3924,620942,0.1496,92867,6,0.4874,0.7991,252.48,0.0707,0.3266,0.3619,0.393,low 4791,Ethiopia,2021,capital,Education,Junior,117.0,1455281,0.3599,931594,0.1876,174756,6,0.5287,0.6397,134.3,0.0529,0.214,0.183,0.3576,low 4792,Senegal,2025,urban,Infrastructure,Senior,18.49,441380,0.2173,345480,0.2545,87926,13,0.5376,0.6917,457.91,0.0695,0.3136,0.3544,0.4624,low 4793,Ethiopia,2019,remote,ICT,Junior,111.37,1510524,0.6,604209,0.1,60420,3,0.5866,0.6105,151.27,0.0666,0.2346,0.2006,0.2676,critical 4794,Kenya,2022,capital,Health,Mid_Level,52.76,1721724,0.1782,1414944,0.298,421601,18,0.4995,0.7946,394.09,0.0684,0.5084,0.5295,0.5479,moderate 4795,Kenya,2023,rural,Education,Mid_Level,53.87,1702173,0.2482,1279693,0.2427,310559,17,0.6472,0.9245,415.02,0.09,0.4668,0.6197,0.5384,moderate 4796,Ghana,2022,urban,Administration,Director,32.62,802628,0.3053,557593,0.303,168930,14,0.589,0.7596,697.1,0.0516,0.3191,0.3788,0.4682,low 4797,Botswana,2025,capital,Health,Mid_Level,2.64,113029,0.201,90314,0.3895,35181,23,0.6747,0.9165,620.81,0.0893,0.4698,0.7212,0.6112,moderate 4798,DRC,2022,urban,Infrastructure,Senior,98.59,514447,0.6,205778,0.1228,25265,3,0.497,0.6412,172.77,0.0485,0.1899,0.1949,0.2728,critical 4799,Rwanda,2018,capital,Administration,Mid_Level,12.14,408466,0.1526,346126,0.3376,116838,29,0.6304,0.8545,377.56,0.0706,0.4225,0.5422,0.5934,moderate 4800,Rwanda,2025,rural,Education,Junior,14.34,428818,0.2013,342478,0.2391,81875,20,0.5639,0.9207,487.81,0.092,0.4946,0.631,0.5601,moderate 4801,Botswana,2022,rural,ICT,Junior,2.52,114144,0.2693,83400,0.2611,21776,23,0.5127,0.8127,463.16,0.077,0.5167,0.7546,0.5545,moderate 4802,DRC,2018,urban,Education,Director,86.92,553736,0.6,221494,0.1156,25607,4,0.5709,0.5898,376.55,0.0594,0.2391,0.1607,0.2673,critical 4803,Ethiopia,2018,capital,Health,Junior,108.65,1238545,0.3585,794489,0.1501,119264,4,0.5356,0.5908,125.36,0.062,0.1987,0.1751,0.3339,critical 4804,Kenya,2023,rural,Education,Mid_Level,53.87,1658532,0.3004,1160240,0.2349,272579,16,0.5818,0.9274,518.57,0.0777,0.483,0.5673,0.5178,moderate 4805,Kenya,2025,urban,Education,Director,56.15,1995487,0.1738,1648585,0.3259,537222,22,0.6457,0.8297,1481.5,0.0794,0.476,0.6644,0.5815,moderate 4806,Mozambique,2018,urban,Agriculture,Junior,28.12,273676,0.4886,139959,0.155,21690,4,0.5848,0.6457,94.95,0.066,0.1839,0.2185,0.3137,critical 4807,Uganda,2023,rural,Social_Services,Senior,47.48,373097,0.5435,170318,0.1365,23256,8,0.5356,0.7195,357.69,0.0616,0.3815,0.3416,0.3485,critical 4808,Tanzania,2022,remote,Finance,Junior,63.15,1255991,0.438,705838,0.1246,87923,8,0.6024,0.7911,295.3,0.0624,0.3121,0.3471,0.3762,low 4809,Kenya,2018,urban,Security,Junior,48.55,1882359,0.1906,1523519,0.2821,429710,20,0.602,0.7989,599.79,0.0674,0.4444,0.7195,0.5591,moderate 4810,Botswana,2022,urban,Health,Junior,2.52,111351,0.2256,86232,0.3832,33040,20,0.6668,0.9346,451.34,0.071,0.445,0.6728,0.5914,moderate 4811,Ethiopia,2020,rural,Education,Mid_Level,114.15,1266590,0.6,506636,0.1173,59434,6,0.4932,0.6831,127.59,0.0661,0.2171,0.1686,0.2854,critical 4812,South Africa,2019,rural,Justice,Mid_Level,59.58,2871339,0.2883,2043493,0.2699,551459,21,0.5942,0.7682,535.8,0.0889,0.4848,0.5333,0.5149,moderate 4813,Nigeria,2020,capital,Agriculture,Junior,208.37,3593465,0.3382,2378212,0.2839,675165,12,0.5618,0.7285,187.05,0.0574,0.3168,0.4493,0.4523,low 4814,Tanzania,2024,urban,Education,Mid_Level,67.0,1252125,0.3066,868208,0.2431,211081,7,0.5012,0.6832,207.96,0.0593,0.3837,0.3503,0.4275,low 4815,South Africa,2022,urban,Justice,Mid_Level,61.02,2802178,0.2219,2180375,0.3739,815288,22,0.5203,0.8163,431.6,0.0791,0.4203,0.6579,0.5733,moderate 4816,Rwanda,2019,rural,Infrastructure,Senior,12.43,387575,0.2514,290149,0.2673,77555,26,0.6271,0.8254,945.26,0.0901,0.4531,0.5886,0.547,moderate 4817,Kenya,2023,urban,Social_Services,Director,53.87,1667899,0.2042,1327334,0.3438,456390,18,0.5112,0.8995,1028.99,0.0799,0.5588,0.7513,0.5958,moderate 4818,Rwanda,2022,capital,Education,Junior,13.35,421703,0.159,354633,0.3659,129775,26,0.5701,0.8419,644.73,0.0931,0.5213,0.7455,0.6197,moderate 4819,Nigeria,2023,rural,Justice,Junior,224.39,5112628,0.4382,2872505,0.145,416575,8,0.5579,0.7747,256.3,0.0601,0.3641,0.4354,0.3929,low 4820,Rwanda,2019,capital,Health,Mid_Level,12.43,358844,0.1691,298147,0.3354,99987,25,0.5723,0.8256,458.86,0.0835,0.4704,0.5584,0.5808,moderate 4821,Rwanda,2019,urban,Finance,Senior,12.43,321781,0.1468,274555,0.342,93906,27,0.5308,0.807,627.58,0.0947,0.5519,0.7753,0.6201,moderate 4822,Ghana,2019,rural,Infrastructure,Senior,30.64,699807,0.2923,495263,0.1733,85808,12,0.6268,0.6803,394.64,0.0527,0.3051,0.4198,0.4248,low 4823,Ghana,2020,rural,Education,Junior,31.29,836811,0.382,517111,0.2197,113615,13,0.4713,0.7993,257.96,0.0483,0.3817,0.4433,0.4443,low 4824,Nigeria,2025,urban,Justice,Mid_Level,235.75,4708027,0.2935,3326326,0.2271,755496,7,0.4971,0.8059,213.02,0.0678,0.3009,0.3982,0.4417,low 4825,Senegal,2023,remote,Health,Senior,17.53,430853,0.3489,280542,0.1164,32641,9,0.4937,0.7035,395.41,0.0541,0.3732,0.4024,0.3975,low 4826,Uganda,2021,remote,Agriculture,Junior,44.58,312719,0.6,125087,0.1128,14108,8,0.5807,0.7918,252.93,0.0544,0.3841,0.3904,0.3444,critical 4827,DRC,2019,remote,Education,Junior,89.7,488304,0.6,195321,0.1,19532,4,0.4716,0.6974,114.94,0.0593,0.222,0.1645,0.2783,critical 4828,Mozambique,2020,rural,Education,Junior,29.66,295824,0.5109,144689,0.1123,16255,4,0.4504,0.6578,98.44,0.0686,0.1897,0.1979,0.2978,critical 4829,Tanzania,2024,capital,ICT,Senior,67.0,1146639,0.261,847416,0.2109,178723,8,0.5024,0.7211,435.9,0.0672,0.3359,0.3386,0.4331,low 4830,Ethiopia,2018,remote,Health,Mid_Level,108.65,1143599,0.6,457439,0.1,45743,4,0.4424,0.7104,118.86,0.0516,0.1865,0.2145,0.2817,critical 4831,Senegal,2019,urban,Education,Junior,15.76,374258,0.1971,300493,0.2263,68009,13,0.5783,0.8075,178.64,0.0691,0.3795,0.3401,0.4829,low 4832,South Africa,2021,urban,Social_Services,Mid_Level,60.54,3437735,0.299,2409945,0.3271,788246,14,0.5452,0.9247,552.66,0.0652,0.5612,0.6604,0.5529,moderate 4833,Botswana,2021,urban,Infrastructure,Director,2.49,107311,0.2012,85716,0.3269,28017,21,0.6591,0.8947,1572.02,0.0681,0.4851,0.6564,0.5823,moderate 4834,Nigeria,2018,urban,Education,Junior,198.33,3501408,0.3359,2325148,0.2039,474002,9,0.6144,0.741,259.78,0.058,0.3087,0.4494,0.4264,low 4835,Botswana,2023,urban,Education,Mid_Level,2.56,109369,0.1881,88801,0.3425,30413,21,0.6561,0.8158,466.31,0.0802,0.4583,0.7719,0.5865,moderate 4836,Senegal,2018,capital,Security,Mid_Level,15.34,315688,0.1794,259061,0.2391,61938,9,0.5199,0.759,267.94,0.0647,0.3026,0.4075,0.4723,low 4837,South Africa,2018,rural,Education,Mid_Level,59.11,3110979,0.3851,1912795,0.2216,423859,20,0.5472,0.7671,511.44,0.089,0.5067,0.5322,0.4781,low 4838,Rwanda,2023,rural,Health,Junior,13.67,385368,0.2376,293819,0.2259,66374,20,0.5854,0.8941,467.73,0.0927,0.5122,0.5502,0.5374,moderate 4839,DRC,2025,rural,Education,Junior,108.36,644689,0.5822,269326,0.1,26932,2,0.4579,0.6547,141.38,0.0705,0.1858,0.1612,0.2673,critical 4840,Tanzania,2023,urban,Health,Junior,65.05,1333867,0.3248,900656,0.2055,185053,9,0.5988,0.8118,255.21,0.0705,0.3771,0.4075,0.4429,low 4841,Tanzania,2021,remote,Education,Mid_Level,61.31,982090,0.4224,567214,0.1021,57897,7,0.5754,0.7026,299.87,0.0718,0.3527,0.446,0.3727,low 4842,Senegal,2023,urban,Education,Mid_Level,17.53,354429,0.2302,272830,0.2209,60259,11,0.4893,0.7953,246.35,0.0651,0.3452,0.4439,0.4734,low 4843,South Africa,2025,urban,Education,Mid_Level,62.5,3774901,0.2233,2932068,0.3721,1091079,14,0.6363,0.9005,633.84,0.0674,0.424,0.6336,0.563,moderate 4844,DRC,2018,capital,Health,Junior,86.92,458549,0.4544,250191,0.1261,31538,3,0.5336,0.6641,105.27,0.0553,0.2405,0.184,0.3175,critical 4845,Nigeria,2025,capital,Health,Senior,235.75,4866382,0.3319,3251319,0.2577,837895,12,0.4706,0.6975,287.49,0.0641,0.3305,0.4459,0.4437,low 4846,Mozambique,2018,urban,Health,Executive,28.12,299600,0.3644,190416,0.1447,27555,5,0.5849,0.6024,344.03,0.0517,0.2376,0.2343,0.3451,critical 4847,Rwanda,2018,urban,Security,Junior,12.14,311440,0.1339,269737,0.3432,92579,31,0.5432,0.7895,490.19,0.0782,0.4477,0.5721,0.6002,moderate 4848,Senegal,2019,urban,Social_Services,Mid_Level,15.76,390055,0.2762,282316,0.2485,70165,13,0.4964,0.7711,316.06,0.0629,0.349,0.4249,0.4686,low 4849,Kenya,2019,capital,Education,Junior,49.57,1843302,0.1897,1493698,0.3736,557992,19,0.6299,0.7887,369.66,0.0759,0.4358,0.7196,0.5773,moderate 4850,South Africa,2021,remote,Health,Director,60.54,3427198,0.4794,1784112,0.1886,336443,18,0.6105,0.9314,894.59,0.0831,0.4529,0.624,0.4697,low 4851,Uganda,2022,capital,Health,Junior,46.01,315696,0.2945,222729,0.1889,42075,7,0.5205,0.6768,178.99,0.0541,0.3027,0.3529,0.4082,low 4852,DRC,2018,capital,Security,Junior,86.92,513075,0.5391,236491,0.1093,25846,3,0.5313,0.6076,121.44,0.0646,0.2383,0.2379,0.2888,critical 4853,DRC,2019,remote,Health,Mid_Level,89.7,533318,0.6,213327,0.1,21332,4,0.4717,0.666,153.35,0.0493,0.1794,0.1812,0.271,critical 4854,DRC,2018,capital,Finance,Mid_Level,86.92,559443,0.4049,332932,0.1287,42843,4,0.534,0.6454,115.75,0.0667,0.193,0.1749,0.3245,critical 4855,Mozambique,2018,urban,Security,Mid_Level,28.12,246217,0.5171,118897,0.1332,15842,4,0.5324,0.586,148.91,0.0624,0.1992,0.1869,0.2905,critical 4856,DRC,2018,urban,Infrastructure,Junior,86.92,549412,0.5008,274251,0.1005,27570,3,0.4407,0.7033,117.14,0.071,0.2172,0.1634,0.301,critical 4857,Kenya,2019,urban,Health,Mid_Level,49.57,1929654,0.1878,1567232,0.3394,531864,21,0.5409,0.8452,444.09,0.0731,0.4178,0.58,0.567,moderate 4858,Ethiopia,2024,remote,Education,Junior,126.0,1625822,0.6,650328,0.1,65032,5,0.5602,0.597,119.07,0.052,0.1891,0.19,0.265,critical 4859,Uganda,2019,rural,Finance,Senior,41.86,339661,0.5617,148864,0.1429,21276,6,0.4668,0.7199,413.4,0.0688,0.3137,0.3333,0.333,critical 4860,Nigeria,2024,urban,Education,Junior,230.0,4187132,0.2757,3032655,0.2443,741025,7,0.5679,0.7779,179.99,0.0718,0.4003,0.4716,0.4635,low 4861,Uganda,2019,rural,Finance,Junior,41.86,327305,0.5823,136714,0.1236,16891,7,0.5971,0.7667,312.62,0.0486,0.3571,0.4316,0.3467,critical 4862,Nigeria,2020,capital,Health,Mid_Level,208.37,3782944,0.246,2852332,0.2769,789940,11,0.5843,0.7571,252.43,0.0612,0.3786,0.4257,0.4792,low 4863,Senegal,2019,urban,Security,Mid_Level,15.76,391481,0.2215,304779,0.2628,80104,12,0.59,0.7713,308.21,0.0667,0.3831,0.3913,0.4835,low 4864,Kenya,2018,urban,Finance,Director,48.55,1789901,0.2261,1385194,0.3263,452047,18,0.643,0.7764,1530.32,0.0897,0.5625,0.5553,0.5483,moderate 4865,Ethiopia,2024,urban,Health,Junior,126.0,1352793,0.4322,768135,0.1732,133017,5,0.5311,0.6984,148.71,0.0711,0.2337,0.2255,0.3484,critical 4866,Senegal,2018,rural,Education,Junior,15.34,296066,0.3148,202878,0.2032,41215,10,0.5842,0.7068,210.41,0.0682,0.328,0.4239,0.4283,low 4867,Nigeria,2018,capital,Finance,Mid_Level,198.33,3465251,0.3345,2306031,0.2191,505347,10,0.5682,0.7409,244.35,0.0481,0.3536,0.3684,0.4295,low 4868,Mozambique,2019,capital,Agriculture,Senior,28.88,256340,0.4192,148889,0.1503,22377,4,0.5144,0.695,229.45,0.0592,0.2068,0.1875,0.3365,critical 4869,Mozambique,2021,rural,Health,Mid_Level,30.47,291562,0.6,116624,0.1048,12223,7,0.4933,0.7066,131.47,0.0629,0.2135,0.1763,0.2887,critical 4870,Uganda,2018,rural,Administration,Senior,40.56,283344,0.4991,141916,0.1391,19736,7,0.4781,0.7774,371.52,0.0686,0.3238,0.4655,0.373,low 4871,Kenya,2024,urban,Social_Services,Mid_Level,55.0,1898092,0.2034,1511987,0.3125,472489,14,0.4982,0.8987,376.04,0.086,0.5457,0.6335,0.565,moderate 4872,Botswana,2024,rural,Education,Junior,2.6,118103,0.2931,83483,0.2845,23750,18,0.5549,0.8635,461.54,0.0702,0.5358,0.6992,0.5459,moderate 4873,Botswana,2024,capital,Health,Junior,2.6,122451,0.1951,98565,0.446,43957,19,0.5478,0.8466,355.82,0.0855,0.4485,0.7317,0.6052,moderate 4874,Senegal,2022,capital,Justice,Senior,17.07,415459,0.1819,339868,0.2664,90538,8,0.6052,0.7451,434.22,0.054,0.3196,0.3971,0.4745,low 4875,Botswana,2022,capital,Education,Junior,2.52,96874,0.1505,82290,0.4363,35899,26,0.6468,0.7887,392.56,0.0739,0.448,0.5259,0.6021,moderate 4876,Tanzania,2019,urban,Agriculture,Junior,57.79,1001493,0.2823,718723,0.1919,137897,11,0.6246,0.692,215.98,0.0483,0.3804,0.387,0.4354,low 4877,Botswana,2025,urban,Health,Senior,2.64,128861,0.1664,107415,0.3343,35909,28,0.703,0.8868,601.92,0.0703,0.5144,0.5423,0.6007,moderate 4878,Botswana,2019,capital,Infrastructure,Mid_Level,2.41,123886,0.1408,106438,0.4536,48276,19,0.6419,0.8802,449.02,0.0923,0.5041,0.69,0.6271,moderate 4879,Nigeria,2025,urban,Health,Junior,235.75,4464945,0.3858,2742520,0.2622,719047,10,0.5514,0.7121,307.45,0.0574,0.3481,0.4736,0.4331,low 4880,Senegal,2024,rural,Finance,Junior,18.0,378033,0.3153,258834,0.1952,50523,12,0.6171,0.6858,241.21,0.0679,0.3466,0.3571,0.4232,low 4881,Tanzania,2024,capital,Education,Mid_Level,67.0,1083089,0.2998,758396,0.228,172879,8,0.6037,0.697,240.45,0.0603,0.3077,0.3705,0.4244,low 4882,DRC,2022,remote,Finance,Mid_Level,98.59,622626,0.6,249050,0.1,24905,3,0.5311,0.6263,89.85,0.0661,0.2226,0.2327,0.272,critical 4883,Botswana,2024,rural,Infrastructure,Director,2.6,123606,0.2129,97296,0.2912,28330,18,0.6248,0.9333,972.61,0.0666,0.5313,0.7276,0.5805,moderate 4884,Senegal,2023,urban,Social_Services,Mid_Level,17.53,427715,0.2269,330657,0.2347,77592,11,0.5746,0.6951,198.82,0.068,0.3578,0.3566,0.4551,low 4885,Ethiopia,2020,remote,Education,Mid_Level,114.15,1373304,0.6,549321,0.1,54932,5,0.5595,0.7081,102.45,0.0488,0.1968,0.233,0.2867,critical 4886,Senegal,2023,capital,Education,Mid_Level,17.53,346602,0.2245,268778,0.2345,63015,12,0.5152,0.7391,177.1,0.0635,0.3695,0.4598,0.4763,low 4887,DRC,2023,rural,Finance,Junior,101.74,636944,0.5823,266023,0.1,26602,2,0.4409,0.6587,150.25,0.0654,0.2226,0.2236,0.2778,critical 4888,Botswana,2021,rural,Finance,Director,2.49,119016,0.232,91400,0.2579,23574,24,0.5915,0.7915,1350.06,0.0838,0.419,0.6193,0.539,moderate 4889,Nigeria,2023,capital,Social_Services,Mid_Level,224.39,4362459,0.3584,2798847,0.2624,734475,12,0.6301,0.7439,229.25,0.0688,0.2986,0.394,0.4368,low 4890,Ethiopia,2023,remote,Security,Junior,122.93,1552546,0.6,621018,0.1,62101,4,0.5113,0.6672,132.99,0.061,0.2411,0.2149,0.2807,critical 4891,South Africa,2019,rural,Education,Junior,59.58,3281377,0.344,2152594,0.2858,615127,20,0.5838,0.7882,608.46,0.0741,0.4778,0.6507,0.5165,moderate 4892,Uganda,2025,urban,Security,Mid_Level,50.57,346890,0.3876,212446,0.166,35262,5,0.4541,0.7129,279.03,0.0516,0.339,0.4117,0.3891,low 4893,Uganda,2019,urban,Infrastructure,Mid_Level,41.86,332444,0.3828,205174,0.2127,43639,8,0.4955,0.7825,268.53,0.0497,0.3041,0.32,0.4073,low 4894,Rwanda,2019,capital,Health,Junior,12.43,397869,0.1416,341541,0.3583,122366,22,0.6158,0.8214,443.02,0.0942,0.4811,0.6362,0.5941,moderate 4895,Nigeria,2018,remote,Education,Mid_Level,198.33,4170184,0.6,1668073,0.1403,234061,7,0.466,0.8084,216.08,0.0681,0.3403,0.3758,0.3454,critical 4896,Mozambique,2019,remote,Health,Mid_Level,28.88,307804,0.6,123121,0.1,12312,4,0.4688,0.7078,113.72,0.0488,0.2031,0.2089,0.2824,critical 4897,Uganda,2022,capital,Education,Mid_Level,46.01,421763,0.3618,269170,0.1839,49505,9,0.5259,0.7851,211.74,0.0689,0.3255,0.431,0.4214,low 4898,Nigeria,2021,urban,Education,Senior,213.58,4195750,0.3262,2827000,0.204,576797,7,0.5074,0.6815,397.25,0.0525,0.3739,0.4236,0.4189,low 4899,Nigeria,2021,capital,Justice,Executive,213.58,4542084,0.3271,3056297,0.229,699986,9,0.4689,0.6873,968.1,0.054,0.3653,0.4691,0.4345,low 4900,Botswana,2021,capital,Education,Mid_Level,2.49,110647,0.1711,91716,0.4518,41439,28,0.6378,0.7913,400.19,0.0736,0.523,0.7386,0.635,moderate 4901,Tanzania,2023,rural,Education,Mid_Level,65.05,1091115,0.4206,632214,0.1346,85102,9,0.5988,0.7143,304.67,0.0493,0.3663,0.3871,0.3835,low 4902,Ethiopia,2018,rural,Health,Mid_Level,108.65,1204601,0.5353,559821,0.1,55982,5,0.4729,0.6252,98.54,0.051,0.1787,0.1985,0.2852,critical 4903,Ethiopia,2024,capital,Health,Senior,126.0,1699368,0.4975,853980,0.1745,148979,3,0.4548,0.6136,164.06,0.0564,0.1897,0.1742,0.3052,critical 4904,Nigeria,2025,capital,Health,Junior,235.75,4797047,0.2666,3517975,0.2505,881287,9,0.6009,0.6992,221.77,0.0643,0.353,0.4134,0.45,low 4905,Tanzania,2021,rural,Health,Director,61.31,998279,0.3464,652464,0.1442,94058,10,0.556,0.6905,765.0,0.0717,0.3497,0.3236,0.3953,low 4906,Ghana,2022,rural,Education,Junior,32.62,812264,0.4137,476259,0.1812,86291,11,0.61,0.7665,260.4,0.0559,0.3986,0.4317,0.4174,low 4907,Ghana,2018,capital,Agriculture,Junior,30.01,662139,0.2622,488508,0.3262,159375,12,0.5155,0.6954,276.66,0.0483,0.3691,0.473,0.4845,low 4908,Ghana,2021,rural,Health,Junior,31.94,788292,0.3809,488045,0.1842,89914,13,0.589,0.6983,301.44,0.0644,0.4015,0.4443,0.4227,low 4909,DRC,2024,capital,Finance,Junior,105.0,681710,0.5104,333792,0.1264,42194,3,0.4506,0.6257,127.43,0.0551,0.1858,0.1612,0.2901,critical 4910,Kenya,2025,capital,Administration,Junior,56.15,1922189,0.1796,1576948,0.3254,513082,13,0.6143,0.9212,576.27,0.0675,0.4535,0.5965,0.5621,moderate 4911,Ethiopia,2025,rural,Finance,Mid_Level,129.15,1688224,0.5197,810892,0.1084,87888,3,0.5754,0.6424,96.92,0.0715,0.2338,0.2007,0.2945,critical 4912,DRC,2025,capital,Justice,Senior,108.36,668188,0.4602,360719,0.1177,42463,4,0.4886,0.6019,218.09,0.0672,0.1973,0.1606,0.3005,critical 4913,Nigeria,2019,rural,Security,Junior,203.29,4501727,0.4071,2669020,0.1904,508055,10,0.5804,0.756,324.99,0.052,0.3452,0.3622,0.4049,low 4914,Nigeria,2020,rural,Agriculture,Junior,208.37,4704166,0.3859,2888777,0.1786,516019,11,0.5973,0.7707,232.17,0.0529,0.3542,0.3253,0.4092,low 4915,Botswana,2022,capital,Security,Junior,2.52,122398,0.1741,101093,0.4031,40745,24,0.5463,0.9219,371.22,0.075,0.4249,0.6724,0.6153,moderate 4916,South Africa,2021,capital,Security,Director,60.54,2830073,0.2025,2256957,0.3522,794936,22,0.568,0.8933,1222.17,0.0648,0.4421,0.6032,0.5809,moderate 4917,Kenya,2023,rural,Security,Junior,53.87,1811373,0.2846,1295854,0.2334,302422,18,0.5593,0.7665,517.76,0.0724,0.4683,0.6753,0.5115,moderate 4918,Botswana,2021,urban,Finance,Senior,2.49,111715,0.198,89590,0.3246,29078,23,0.5133,0.8962,529.73,0.0878,0.4943,0.7038,0.5934,moderate 4919,Botswana,2019,urban,Social_Services,Junior,2.41,93157,0.2081,73768,0.3922,28929,17,0.5411,0.8359,361.68,0.0762,0.4303,0.7783,0.5848,moderate 4920,Ethiopia,2025,rural,Finance,Director,129.15,1627651,0.5373,753038,0.1023,77060,5,0.5899,0.6282,231.06,0.0662,0.1914,0.1677,0.2839,critical 4921,Ethiopia,2023,rural,Finance,Junior,122.93,1259631,0.6,503852,0.1154,58168,6,0.5392,0.6484,96.66,0.0518,0.217,0.1884,0.2817,critical 4922,Kenya,2019,urban,Security,Junior,49.57,1543998,0.2094,1220666,0.3127,381652,13,0.5688,0.8725,374.89,0.0872,0.433,0.7172,0.5542,moderate 4923,Mozambique,2019,urban,Security,Mid_Level,28.88,268915,0.5125,131108,0.134,17562,5,0.4733,0.5926,142.99,0.056,0.2094,0.2227,0.3,critical 4924,South Africa,2018,urban,Education,Senior,59.11,3028359,0.3031,2110597,0.3334,703572,14,0.5639,0.787,587.62,0.0794,0.4587,0.6612,0.5226,moderate 4925,Botswana,2023,remote,Education,Mid_Level,2.56,124304,0.3254,83852,0.1932,16200,16,0.5115,0.7713,534.4,0.0802,0.4605,0.7669,0.4954,low 4926,Ethiopia,2022,remote,Education,Mid_Level,119.93,1357123,0.6,542849,0.1,54284,4,0.5372,0.6273,146.78,0.0509,0.1824,0.1622,0.2636,critical 4927,Nigeria,2020,rural,Administration,Director,208.37,4706597,0.4138,2759161,0.1706,470808,9,0.5691,0.8113,499.32,0.0596,0.3446,0.4652,0.4144,low 4928,Ethiopia,2025,remote,Justice,Director,129.15,1780857,0.6,712342,0.1,71234,5,0.4839,0.659,299.33,0.061,0.202,0.2117,0.2777,critical 4929,Senegal,2023,capital,Justice,Mid_Level,17.53,428858,0.229,330635,0.3086,102035,12,0.5386,0.7108,269.96,0.0599,0.3429,0.4525,0.4861,low 4930,Mozambique,2025,rural,Health,Senior,33.89,292501,0.5643,127438,0.1,12743,5,0.5418,0.6962,203.76,0.0585,0.2271,0.2117,0.2947,critical 4931,Botswana,2021,urban,Infrastructure,Senior,2.49,118118,0.2123,93042,0.4233,39388,28,0.6889,0.8932,971.95,0.0792,0.4376,0.7299,0.6235,moderate 4932,Ethiopia,2019,rural,Administration,Senior,111.37,1262497,0.5628,551918,0.1156,63826,5,0.5613,0.6846,126.31,0.0648,0.2199,0.1921,0.2946,critical 4933,Senegal,2025,urban,Health,Junior,18.49,397662,0.2543,296548,0.2833,84009,10,0.5519,0.8015,281.46,0.0699,0.3646,0.4701,0.4859,low 4934,Mozambique,2023,capital,Education,Mid_Level,32.13,350330,0.3528,226722,0.1509,34206,5,0.5004,0.6214,151.64,0.0697,0.2245,0.1698,0.3447,critical 4935,South Africa,2025,capital,Health,Junior,62.5,3093600,0.1971,2483882,0.3406,846134,17,0.6331,0.9188,621.86,0.089,0.5135,0.6732,0.5849,moderate 4936,South Africa,2025,urban,Security,Junior,62.5,2902707,0.2652,2132825,0.3836,818190,24,0.5115,0.8133,606.65,0.0816,0.4408,0.6387,0.5696,moderate 4937,South Africa,2024,rural,Social_Services,Junior,62.0,3097243,0.3151,2121388,0.2338,495943,19,0.5612,0.833,480.78,0.074,0.5607,0.6683,0.525,moderate 4938,Botswana,2021,capital,Education,Senior,2.49,109048,0.1563,92005,0.3652,33602,29,0.5905,0.7978,856.91,0.0929,0.5277,0.6168,0.6088,moderate 4939,Mozambique,2023,urban,Infrastructure,Junior,32.13,300647,0.4334,170340,0.1209,20587,6,0.5103,0.6539,117.09,0.0651,0.2186,0.2164,0.3284,critical 4940,Botswana,2019,urban,Infrastructure,Junior,2.41,94124,0.1951,75758,0.3789,28706,26,0.652,0.8425,478.66,0.0764,0.5551,0.6992,0.6127,moderate 4941,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1204861,0.4129,707425,0.1759,124443,9,0.5788,0.7542,259.83,0.0583,0.3665,0.3308,0.3961,low 4942,Botswana,2023,urban,Security,Junior,2.56,108057,0.1941,87086,0.3656,31838,17,0.492,0.8336,474.88,0.0762,0.5546,0.5735,0.5732,moderate 4943,South Africa,2023,capital,Health,Mid_Level,61.51,3595667,0.2125,2831544,0.3829,1084159,21,0.6136,0.8676,619.06,0.0699,0.5255,0.7662,0.6044,moderate 4944,DRC,2020,rural,Agriculture,Junior,92.57,539555,0.6,215822,0.1,21582,3,0.5883,0.6242,87.04,0.0528,0.2394,0.1849,0.2686,critical 4945,South Africa,2024,rural,Health,Mid_Level,62.0,3328783,0.3591,2133543,0.2472,527507,15,0.4993,0.7694,428.43,0.085,0.4579,0.6187,0.4826,low 4946,Ethiopia,2022,rural,Social_Services,Junior,119.93,1538002,0.591,629054,0.1191,74903,6,0.4982,0.6494,101.89,0.0605,0.2111,0.225,0.288,critical 4947,Mozambique,2024,urban,Health,Junior,33.0,330201,0.5132,160739,0.146,23474,5,0.5968,0.6936,115.88,0.0644,0.1858,0.2386,0.3172,critical 4948,Ghana,2019,remote,Finance,Mid_Level,30.64,726854,0.4516,398611,0.1512,60282,11,0.5384,0.8214,243.02,0.0519,0.3486,0.4648,0.407,low 4949,Ghana,2020,urban,Education,Junior,31.29,775731,0.2521,580135,0.2442,141640,11,0.5301,0.7484,273.31,0.0657,0.3842,0.3602,0.4622,low 4950,Kenya,2022,capital,Security,Director,52.76,2052254,0.1878,1666876,0.3135,522535,13,0.543,0.8328,1381.06,0.0674,0.4233,0.7087,0.552,moderate 4951,Rwanda,2022,urban,Justice,Junior,13.35,435597,0.1839,355501,0.3473,123472,31,0.5439,0.7866,587.4,0.0873,0.4791,0.6585,0.6001,moderate 4952,DRC,2019,urban,Health,Junior,89.7,563841,0.56,248073,0.1225,30377,3,0.5589,0.634,106.18,0.0624,0.2129,0.2178,0.2863,critical 4953,Rwanda,2021,remote,Infrastructure,Junior,13.04,400304,0.2983,280896,0.1764,49545,22,0.5969,0.8798,537.91,0.077,0.4726,0.7307,0.5268,moderate 4954,Senegal,2020,urban,Security,Junior,16.18,344959,0.2065,273713,0.2474,67724,14,0.6154,0.7926,247.74,0.0677,0.3933,0.3549,0.4889,low 4955,Botswana,2021,rural,Social_Services,Senior,2.49,127265,0.2305,97924,0.2757,26995,17,0.5723,0.7775,713.81,0.0807,0.5188,0.5758,0.5299,moderate 4956,Kenya,2025,capital,Agriculture,Director,56.15,2180982,0.1817,1784597,0.3,535423,13,0.5871,0.7862,919.77,0.0783,0.4437,0.7298,0.5474,moderate 4957,Botswana,2022,rural,Education,Director,2.52,129827,0.2573,96426,0.2436,23486,16,0.6348,0.8515,1026.36,0.076,0.5533,0.7698,0.5466,moderate 4958,Uganda,2019,urban,Social_Services,Mid_Level,41.86,350509,0.4582,189896,0.2107,40006,7,0.5266,0.7978,289.56,0.0527,0.3505,0.4147,0.4018,low 4959,South Africa,2025,urban,Education,Junior,62.5,3741352,0.2616,2762684,0.3207,885881,19,0.4947,0.7656,452.83,0.0866,0.5242,0.5213,0.5317,moderate 4960,Tanzania,2023,rural,Education,Junior,65.05,1243277,0.4067,737627,0.1519,112077,9,0.5859,0.689,251.86,0.0546,0.3274,0.4437,0.3893,low 4961,Ghana,2023,remote,Education,Mid_Level,33.3,743655,0.5135,361790,0.1522,55075,15,0.5822,0.6951,259.5,0.0708,0.3151,0.3725,0.3702,low 4962,Nigeria,2023,rural,Education,Junior,224.39,4012502,0.4564,2181105,0.1888,411733,10,0.5254,0.7064,307.89,0.0717,0.3721,0.4025,0.3915,low 4963,Tanzania,2025,urban,Education,Junior,69.01,1107152,0.2909,785035,0.2084,163637,7,0.5293,0.7843,267.37,0.0666,0.3825,0.3417,0.4369,low 4964,Ghana,2025,capital,Security,Mid_Level,34.71,872631,0.2786,629537,0.3195,201160,9,0.5565,0.7492,237.02,0.0488,0.3897,0.3723,0.4713,low 4965,Uganda,2025,rural,Social_Services,Mid_Level,50.57,444547,0.4862,228397,0.1439,32863,7,0.5171,0.76,288.38,0.0525,0.4,0.395,0.3754,low 4966,Ghana,2023,remote,ICT,Mid_Level,33.3,947279,0.4636,508081,0.1362,69199,12,0.4852,0.7839,210.17,0.058,0.337,0.3578,0.3852,low 4967,Botswana,2023,urban,Administration,Junior,2.56,113661,0.1863,92485,0.379,35049,17,0.6295,0.8028,464.86,0.0821,0.4172,0.6819,0.571,moderate 4968,DRC,2019,rural,Education,Mid_Level,89.7,538171,0.6,215268,0.1,21526,4,0.5214,0.5994,123.1,0.0597,0.1893,0.2097,0.2648,critical 4969,Tanzania,2022,capital,Security,Mid_Level,63.15,1275043,0.2681,933232,0.2171,202615,10,0.5277,0.8002,242.57,0.0531,0.3498,0.3365,0.4509,low 4970,DRC,2021,rural,Agriculture,Junior,95.53,514114,0.6,205645,0.1,20564,4,0.5688,0.5919,122.61,0.0524,0.2342,0.2148,0.2687,critical 4971,Tanzania,2020,rural,Social_Services,Junior,59.53,1012831,0.3925,615274,0.145,89206,7,0.4791,0.7248,288.96,0.0716,0.3201,0.4501,0.3914,low 4972,Ethiopia,2021,capital,Agriculture,Junior,117.0,1322873,0.3984,795840,0.1686,134169,4,0.4999,0.599,121.24,0.0696,0.2034,0.2033,0.3331,critical 4973,Mozambique,2023,urban,Social_Services,Junior,32.13,284455,0.3503,184808,0.1568,28983,4,0.564,0.5974,115.55,0.061,0.2282,0.1725,0.3413,critical 4974,Ghana,2023,remote,Administration,Executive,33.3,939221,0.4226,542301,0.1336,72465,11,0.4972,0.8142,975.88,0.0554,0.3941,0.3678,0.4036,low 4975,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4082031,0.2868,2911351,0.2337,680481,10,0.5009,0.7746,244.3,0.049,0.3021,0.3295,0.4411,low 4976,Ghana,2021,rural,Education,Mid_Level,31.94,881245,0.3686,556398,0.2209,122910,11,0.5455,0.7568,201.27,0.06,0.366,0.3359,0.4243,low 4977,Kenya,2023,urban,Education,Junior,53.87,2086669,0.24,1585805,0.2945,466985,17,0.565,0.8761,422.25,0.0754,0.437,0.5221,0.5334,moderate 4978,Kenya,2019,capital,Education,Junior,49.57,1508093,0.2131,1186657,0.2992,355038,21,0.6216,0.8958,416.64,0.094,0.4503,0.5257,0.556,moderate 4979,Rwanda,2019,urban,Health,Senior,12.43,379811,0.1896,307780,0.3319,102147,18,0.5782,0.7784,947.46,0.085,0.4676,0.6784,0.5619,moderate 4980,Ghana,2024,remote,Security,Mid_Level,34.0,824782,0.4005,494476,0.1405,69466,13,0.6136,0.7748,318.47,0.0641,0.3635,0.322,0.4023,low 4981,Botswana,2022,capital,Infrastructure,Mid_Level,2.52,118548,0.1929,95674,0.3999,38263,22,0.5966,0.8219,431.47,0.0674,0.5399,0.5309,0.5871,moderate 4982,South Africa,2025,capital,Security,Mid_Level,62.5,3210158,0.2198,2504437,0.3891,974463,14,0.4763,0.8878,505.84,0.0959,0.4604,0.617,0.5682,moderate 4983,Ghana,2023,rural,Education,Junior,33.3,724604,0.2883,515735,0.1884,97153,10,0.4625,0.7739,228.23,0.0611,0.3882,0.3782,0.4428,low 4984,Mozambique,2019,urban,Health,Junior,28.88,323698,0.3673,204790,0.1316,26940,4,0.4477,0.6342,143.23,0.0489,0.2217,0.164,0.3348,critical 4985,Nigeria,2023,remote,Education,Mid_Level,224.39,4552203,0.5012,2270659,0.1088,247147,7,0.5074,0.706,252.02,0.0495,0.3696,0.3445,0.3467,critical 4986,Ethiopia,2018,urban,Security,Junior,108.65,1411052,0.4964,710635,0.1451,103123,3,0.5749,0.6153,129.54,0.0646,0.212,0.2067,0.3039,critical 4987,DRC,2020,rural,Social_Services,Senior,92.57,509276,0.6,203710,0.1,20371,3,0.5099,0.6521,210.12,0.0627,0.2319,0.2256,0.2761,critical 4988,Nigeria,2025,remote,Health,Junior,235.75,4536265,0.6,1814506,0.1285,233207,12,0.5675,0.7601,302.53,0.067,0.3143,0.3974,0.3473,critical 4989,Senegal,2025,rural,Health,Junior,18.49,434932,0.3594,278607,0.1964,54711,9,0.5852,0.8238,261.42,0.0624,0.3231,0.3545,0.4231,low 4990,Kenya,2018,capital,Health,Mid_Level,48.55,1465381,0.2137,1152185,0.3783,435907,15,0.6292,0.8463,607.85,0.086,0.4302,0.7055,0.5692,moderate 4991,Mozambique,2023,remote,Justice,Mid_Level,32.13,335367,0.6,134146,0.1,13414,6,0.4647,0.7114,147.07,0.0609,0.2352,0.203,0.2905,critical 4992,Ghana,2022,rural,Education,Mid_Level,32.62,889590,0.4175,518195,0.2034,105416,10,0.5857,0.6889,272.42,0.065,0.3894,0.3832,0.4021,low 4993,Nigeria,2024,rural,Security,Mid_Level,230.0,4126709,0.4932,2091512,0.1476,308699,12,0.4892,0.8229,212.6,0.0578,0.3574,0.3967,0.3925,low 4994,Ethiopia,2023,rural,Education,Senior,122.93,1470120,0.6,588048,0.1189,69918,5,0.4542,0.6833,177.34,0.0511,0.1905,0.1778,0.2815,critical 4995,Tanzania,2025,rural,Health,Senior,69.01,1315703,0.3983,791630,0.1721,136261,10,0.5405,0.7856,267.7,0.0601,0.3363,0.357,0.4056,low 4996,Rwanda,2021,urban,Education,Executive,13.04,338583,0.1839,276324,0.3481,96174,18,0.5447,0.8695,1586.04,0.0878,0.4681,0.5568,0.569,moderate 4997,Ethiopia,2023,urban,Education,Junior,122.93,1445147,0.5274,682972,0.1608,109816,6,0.5666,0.7067,109.14,0.0619,0.2315,0.2254,0.325,critical 4998,Uganda,2024,urban,Infrastructure,Junior,49.0,353706,0.3955,213825,0.1816,38827,6,0.4689,0.788,296.62,0.0598,0.3841,0.4663,0.4148,low 4999,Mozambique,2019,remote,Health,Junior,28.88,281149,0.6,112459,0.1,11245,4,0.5363,0.6979,141.25,0.0551,0.2353,0.1909,0.2823,critical 5000,Botswana,2025,capital,Administration,Junior,2.64,116585,0.1907,94350,0.4261,40206,23,0.6237,0.8536,357.88,0.0791,0.5054,0.5542,0.6004,moderate 5001,Uganda,2019,capital,Infrastructure,Junior,41.86,307485,0.3493,200090,0.2282,45653,6,0.4849,0.7504,227.89,0.0715,0.3822,0.3827,0.4238,low 5002,Senegal,2018,capital,Justice,Mid_Level,15.34,306653,0.2268,237106,0.28,66400,9,0.4788,0.7596,259.57,0.059,0.3993,0.3713,0.4768,low 5003,Rwanda,2022,urban,Security,Senior,13.35,366999,0.1855,298927,0.2847,85109,18,0.6357,0.8203,883.37,0.0888,0.5158,0.5732,0.5517,moderate 5004,Mozambique,2021,remote,Health,Mid_Level,30.47,272995,0.6,109198,0.1,10919,5,0.57,0.6484,137.36,0.0639,0.2384,0.1808,0.2767,critical 5005,Kenya,2024,capital,Social_Services,Senior,55.0,2108315,0.1671,1755987,0.3004,527479,21,0.5997,0.8412,710.68,0.0672,0.5116,0.6554,0.5787,moderate 5006,Botswana,2025,rural,ICT,Junior,2.64,125256,0.2837,89723,0.2778,24921,24,0.5344,0.8196,539.77,0.0791,0.5434,0.7221,0.558,moderate 5007,DRC,2022,rural,Security,Mid_Level,98.59,626332,0.6,250532,0.1,25053,5,0.4446,0.5872,151.57,0.0599,0.23,0.1909,0.2677,critical 5008,Senegal,2021,rural,Infrastructure,Director,16.62,386583,0.3275,259963,0.1969,51193,11,0.5113,0.6931,568.96,0.0632,0.4006,0.4393,0.4328,low 5009,Rwanda,2022,capital,Security,Mid_Level,13.35,429258,0.1363,370770,0.3505,129949,25,0.5752,0.8634,432.91,0.0664,0.4427,0.6485,0.6047,moderate 5010,Ghana,2018,urban,Security,Mid_Level,30.01,762409,0.2942,538078,0.2388,128519,10,0.5274,0.7152,240.82,0.0694,0.3095,0.3671,0.4361,low 5011,Nigeria,2024,rural,ICT,Junior,230.0,4952897,0.511,2421786,0.1911,462827,7,0.5337,0.7355,265.9,0.0499,0.3472,0.3246,0.365,low 5012,Ethiopia,2020,remote,Finance,Senior,114.15,1188225,0.6,475290,0.1,47529,3,0.5586,0.5876,167.1,0.0705,0.1883,0.2358,0.263,critical 5013,DRC,2019,urban,Security,Junior,89.7,571954,0.6,228781,0.1105,25281,4,0.4939,0.6749,121.94,0.0601,0.1818,0.2129,0.2783,critical 5014,DRC,2022,urban,Finance,Junior,98.59,550913,0.4582,298494,0.1058,31578,3,0.4368,0.6809,90.8,0.0575,0.2193,0.2166,0.3151,critical 5015,Tanzania,2018,remote,Health,Mid_Level,56.11,1107645,0.4866,568616,0.1352,76892,10,0.5139,0.6864,298.77,0.0689,0.3637,0.3729,0.3638,low 5016,Uganda,2022,capital,Finance,Executive,46.01,336392,0.3863,206430,0.1851,38212,8,0.5224,0.7261,1003.35,0.0676,0.3855,0.3765,0.4048,low 5017,Mozambique,2023,urban,Finance,Mid_Level,32.13,297774,0.4017,178147,0.1247,22216,6,0.5783,0.7044,151.87,0.0667,0.2083,0.225,0.3447,critical 5018,Rwanda,2020,urban,Administration,Mid_Level,12.73,394714,0.1699,327667,0.3529,115624,18,0.5503,0.9242,639.53,0.0819,0.4606,0.7414,0.5996,moderate 5019,Mozambique,2025,urban,Security,Director,33.89,332014,0.3597,212593,0.1525,32413,6,0.5646,0.6708,285.55,0.0711,0.2177,0.202,0.3558,low 5020,Mozambique,2022,rural,Agriculture,Junior,31.29,291992,0.579,122914,0.1,12291,7,0.5718,0.6834,117.67,0.055,0.2313,0.1882,0.2922,critical 5021,Kenya,2022,capital,ICT,Mid_Level,52.76,2104093,0.2132,1655566,0.3067,507749,19,0.5701,0.8721,489.75,0.0658,0.5166,0.6467,0.568,moderate 5022,Senegal,2019,rural,Health,Senior,15.76,296815,0.3138,203688,0.1708,34779,13,0.5924,0.7147,338.75,0.0633,0.3991,0.385,0.4324,low 5023,Ethiopia,2024,rural,Security,Junior,126.0,1298704,0.6,519481,0.1157,60083,4,0.4981,0.6225,145.88,0.0521,0.1788,0.1687,0.267,critical 5024,Ethiopia,2021,rural,Security,Mid_Level,117.0,1460792,0.5335,681531,0.11,74936,5,0.4926,0.6185,103.86,0.0571,0.1787,0.2323,0.2905,critical 5025,Ghana,2019,remote,Health,Junior,30.64,776072,0.386,476506,0.1685,80284,12,0.5985,0.7167,203.51,0.0683,0.3207,0.3813,0.4033,low 5026,South Africa,2023,capital,Security,Director,61.51,3297265,0.207,2614577,0.4279,1118776,24,0.6183,0.8927,1438.99,0.0782,0.4555,0.5373,0.5984,moderate 5027,Tanzania,2018,capital,Education,Junior,56.11,872933,0.2728,634803,0.2239,142132,11,0.5714,0.8158,184.71,0.0543,0.3795,0.4189,0.4675,low 5028,Uganda,2020,rural,Infrastructure,Director,43.2,350501,0.559,154584,0.132,20406,5,0.4441,0.7183,756.33,0.0561,0.385,0.4786,0.3499,critical 5029,Uganda,2021,urban,Social_Services,Mid_Level,44.58,392187,0.4378,220503,0.1853,40848,8,0.4567,0.7502,188.43,0.0612,0.3828,0.3456,0.3922,low 5030,Botswana,2021,urban,Education,Junior,2.49,95154,0.1705,78929,0.3482,27481,22,0.6495,0.8358,375.04,0.0744,0.4615,0.6682,0.5878,moderate 5031,Nigeria,2023,capital,Infrastructure,Junior,224.39,4839880,0.2805,3482325,0.2834,986999,9,0.512,0.6952,201.22,0.0642,0.3575,0.408,0.4541,low 5032,Uganda,2019,capital,Finance,Director,41.86,326890,0.4181,190202,0.2395,45545,5,0.5862,0.7832,473.17,0.0655,0.3493,0.3424,0.4045,low 5033,Botswana,2019,rural,Education,Director,2.41,119039,0.2574,88393,0.2789,24656,28,0.5791,0.9025,1211.59,0.0919,0.4261,0.7067,0.574,moderate 5034,South Africa,2024,urban,Education,Junior,62.0,3521692,0.2183,2752744,0.3823,1052355,20,0.5595,0.8052,354.92,0.093,0.5053,0.7022,0.5825,moderate 5035,Botswana,2025,capital,Health,Mid_Level,2.64,115942,0.1387,99862,0.3999,39929,23,0.5239,0.8832,453.72,0.0821,0.5102,0.6131,0.6176,moderate 5036,South Africa,2023,rural,Health,Junior,61.51,2814786,0.3926,1709772,0.2406,411370,20,0.5849,0.8454,469.89,0.0751,0.4546,0.5815,0.4924,low 5037,Kenya,2023,rural,Education,Junior,53.87,2039215,0.224,1582485,0.2275,359970,17,0.6015,0.9004,626.61,0.0728,0.4222,0.668,0.5374,moderate 5038,Mozambique,2021,urban,Social_Services,Junior,30.47,308246,0.369,194491,0.1508,29322,5,0.4929,0.6418,101.27,0.0615,0.1927,0.1887,0.3423,critical 5039,Botswana,2018,urban,Education,Senior,2.38,111770,0.1601,93872,0.3809,35756,21,0.5692,0.7827,788.08,0.0696,0.4575,0.7331,0.5942,moderate 5040,DRC,2018,rural,Education,Junior,86.92,522202,0.6,208880,0.1,20888,2,0.534,0.6898,99.45,0.0665,0.2069,0.2391,0.2781,critical 5041,Nigeria,2021,urban,Administration,Mid_Level,213.58,4619954,0.3261,3113218,0.2305,717488,12,0.5546,0.787,321.92,0.0654,0.3725,0.3385,0.4452,low 5042,DRC,2019,rural,ICT,Junior,89.7,580419,0.5792,244241,0.1,24424,2,0.448,0.5925,85.78,0.0641,0.2062,0.2034,0.265,critical 5043,Kenya,2020,urban,Health,Mid_Level,50.61,1576616,0.2334,1208671,0.2879,347975,14,0.5055,0.7833,425.27,0.0959,0.4201,0.6482,0.5229,moderate 5044,Kenya,2020,rural,Agriculture,Junior,50.61,1548395,0.2871,1103900,0.2368,261376,18,0.5986,0.907,464.79,0.0742,0.5371,0.6067,0.5329,moderate 5045,Ethiopia,2025,rural,Security,Director,129.15,1673764,0.5148,812091,0.1106,89809,4,0.5044,0.6216,249.85,0.061,0.2253,0.1747,0.2922,critical 5046,Nigeria,2020,rural,Security,Junior,208.37,3639185,0.4495,2003282,0.185,370546,8,0.6115,0.8249,265.45,0.0711,0.3388,0.4003,0.4015,low 5047,Nigeria,2023,capital,Justice,Director,224.39,4582309,0.2663,3362110,0.224,753263,8,0.4843,0.804,488.87,0.0713,0.3793,0.4372,0.4617,low 5048,Botswana,2022,capital,Security,Junior,2.52,100743,0.1903,81570,0.3831,31245,23,0.531,0.7867,483.96,0.0654,0.5068,0.5405,0.5784,moderate 5049,DRC,2022,urban,Education,Senior,98.59,586971,0.4738,308858,0.1116,34466,3,0.5165,0.6691,159.08,0.0555,0.2285,0.1744,0.3076,critical 5050,Botswana,2023,remote,Justice,Junior,2.56,99145,0.2884,70550,0.1716,12103,23,0.5847,0.8672,587.38,0.0714,0.4712,0.6399,0.5195,moderate 5051,Senegal,2024,urban,Education,Senior,18.0,344049,0.2565,255783,0.232,59347,10,0.6156,0.7641,413.83,0.0636,0.373,0.391,0.4599,low 5052,Botswana,2018,rural,Agriculture,Director,2.38,114592,0.2775,82790,0.2811,23272,28,0.666,0.839,1080.06,0.0766,0.4432,0.5819,0.5493,moderate 5053,Uganda,2019,capital,Education,Senior,41.86,291603,0.3804,180671,0.2402,43402,7,0.4926,0.7683,416.35,0.055,0.3394,0.4703,0.4287,low 5054,Rwanda,2022,remote,Infrastructure,Junior,13.35,436454,0.3087,301699,0.1516,45723,21,0.5753,0.9215,615.31,0.0849,0.5287,0.5576,0.5101,moderate 5055,Tanzania,2022,rural,Education,Junior,63.15,1170831,0.4625,629333,0.1791,112702,8,0.5268,0.7689,180.64,0.061,0.3634,0.34,0.3848,low 5056,Ghana,2024,urban,Social_Services,Mid_Level,34.0,801093,0.2565,595644,0.3063,182442,12,0.5494,0.7888,297.27,0.0701,0.3702,0.3677,0.4846,low 5057,Ethiopia,2019,rural,Health,Director,111.37,1528773,0.6,611509,0.1,61150,4,0.4987,0.6358,336.56,0.0716,0.18,0.2372,0.2721,critical 5058,Ethiopia,2025,remote,Finance,Junior,129.15,1540259,0.6,616103,0.1,61610,4,0.5871,0.5946,98.57,0.049,0.2159,0.2016,0.2659,critical 5059,Uganda,2018,urban,Education,Mid_Level,40.56,354509,0.3413,233498,0.2072,48386,7,0.5301,0.7424,282.5,0.0651,0.3591,0.3562,0.4169,low 5060,Tanzania,2021,rural,Education,Director,61.31,1033446,0.404,615955,0.162,99809,7,0.5268,0.7142,527.15,0.0597,0.3288,0.4149,0.3885,low 5061,South Africa,2023,rural,Education,Junior,61.51,3719459,0.3989,2235852,0.2838,634486,21,0.5944,0.8555,569.06,0.0655,0.4401,0.5904,0.5051,moderate 5062,Ethiopia,2023,urban,Health,Junior,122.93,1650433,0.5057,815821,0.1504,122665,3,0.5329,0.6657,84.52,0.0557,0.2268,0.2292,0.3141,critical 5063,Mozambique,2020,urban,Justice,Mid_Level,29.66,283576,0.5135,137961,0.139,19180,6,0.5246,0.6017,123.3,0.0547,0.18,0.173,0.2969,critical 5064,Botswana,2025,rural,Health,Mid_Level,2.64,121908,0.2491,91545,0.2401,21979,28,0.6157,0.8896,604.85,0.0948,0.4326,0.6199,0.5564,moderate 5065,Ethiopia,2022,rural,Administration,Mid_Level,119.93,1554129,0.6,621651,0.1081,67204,4,0.4856,0.6677,87.99,0.0555,0.221,0.1672,0.276,critical 5066,DRC,2022,rural,Health,Junior,98.59,609427,0.6,243770,0.1,24377,4,0.5148,0.6411,106.92,0.049,0.1834,0.2062,0.2701,critical 5067,Senegal,2022,capital,Finance,Director,17.07,340314,0.2392,258922,0.2695,69768,12,0.5105,0.8227,572.5,0.063,0.3693,0.4257,0.4905,low 5068,Senegal,2022,rural,Security,Mid_Level,17.07,400931,0.3464,262030,0.2013,52740,13,0.4763,0.8222,294.12,0.0622,0.3614,0.3822,0.4439,low 5069,Ethiopia,2021,urban,Administration,Mid_Level,117.0,1260364,0.5236,600433,0.163,97857,5,0.4832,0.6654,142.78,0.052,0.213,0.1767,0.3111,critical 5070,Rwanda,2022,urban,Social_Services,Mid_Level,13.35,452262,0.1887,366940,0.3541,129949,25,0.5441,0.8756,561.79,0.0798,0.5586,0.5452,0.5956,moderate 5071,Tanzania,2024,remote,Security,Senior,67.0,1101837,0.4644,590188,0.1064,62772,7,0.475,0.6996,269.43,0.0659,0.3292,0.4178,0.3576,low 5072,South Africa,2023,rural,Administration,Mid_Level,61.51,3373280,0.2917,2389280,0.2158,515621,22,0.6528,0.8668,647.21,0.0924,0.5545,0.71,0.5425,moderate 5073,Botswana,2025,urban,Finance,Junior,2.64,133782,0.181,109561,0.3249,35598,25,0.5699,0.8574,648.94,0.085,0.4202,0.5345,0.5725,moderate 5074,Ghana,2022,capital,Health,Junior,32.62,706961,0.2743,513061,0.2828,145094,12,0.5906,0.7247,223.4,0.0544,0.4,0.3535,0.4662,low 5075,Uganda,2023,rural,Finance,Senior,47.48,343419,0.4491,189185,0.1458,27589,6,0.5829,0.7606,303.99,0.0548,0.3602,0.4691,0.3862,low 5076,Tanzania,2021,capital,Security,Mid_Level,61.31,1187806,0.2642,874033,0.2281,199323,8,0.5818,0.7335,244.61,0.054,0.299,0.3539,0.4363,low 5077,Botswana,2024,remote,Justice,Junior,2.6,123318,0.2676,90317,0.1769,15979,18,0.5898,0.8365,404.89,0.0815,0.5505,0.6633,0.5192,moderate 5078,Ethiopia,2022,urban,Health,Junior,119.93,1365817,0.4639,732249,0.1735,127049,4,0.4871,0.6267,99.42,0.0584,0.2256,0.2188,0.3259,critical 5079,Uganda,2018,rural,Education,Junior,40.56,372289,0.6,148915,0.134,19957,8,0.554,0.8228,202.24,0.0531,0.3679,0.332,0.3469,critical 5080,Nigeria,2024,capital,Justice,Junior,230.0,4931619,0.2496,3700511,0.2221,821772,7,0.5533,0.6998,229.52,0.0693,0.3308,0.3463,0.4333,low 5081,Uganda,2023,capital,Security,Junior,47.48,429332,0.3214,291327,0.2092,60931,9,0.56,0.7057,185.61,0.0615,0.3572,0.3543,0.4214,low 5082,Senegal,2024,capital,ICT,Mid_Level,18.0,408557,0.2294,314834,0.229,72099,10,0.5994,0.8132,203.7,0.0696,0.3367,0.4313,0.4737,low 5083,Tanzania,2025,capital,Health,Mid_Level,69.01,1287975,0.2712,938720,0.2479,232698,11,0.4811,0.8195,199.12,0.0704,0.3771,0.4498,0.4773,low 5084,Ghana,2024,capital,Security,Junior,34.0,819471,0.2425,620742,0.3027,187911,14,0.5744,0.709,229.32,0.0687,0.3725,0.3936,0.483,low 5085,Kenya,2019,rural,Education,Director,49.57,1703696,0.2875,1213800,0.2054,249259,13,0.5085,0.8597,1390.91,0.0794,0.5322,0.5594,0.5001,moderate 5086,Ethiopia,2025,rural,Education,Mid_Level,129.15,1522856,0.6,609142,0.1048,63853,5,0.5559,0.7114,90.53,0.0629,0.2014,0.1914,0.2847,critical 5087,Uganda,2021,urban,Infrastructure,Junior,44.58,394090,0.4594,213053,0.169,36008,5,0.5071,0.7753,265.22,0.053,0.3553,0.3233,0.3741,low 5088,Tanzania,2019,urban,Security,Senior,57.79,922602,0.2576,684929,0.1959,134207,9,0.4693,0.7931,414.78,0.0651,0.3284,0.4081,0.4497,low 5089,Kenya,2020,urban,Health,Junior,50.61,1549508,0.2122,1220763,0.3361,410291,22,0.6207,0.911,453.63,0.0897,0.4498,0.6641,0.584,moderate 5090,DRC,2021,rural,Agriculture,Senior,95.53,526969,0.6,210787,0.1,21078,2,0.492,0.5893,196.93,0.0525,0.2251,0.2327,0.2642,critical 5091,DRC,2022,rural,Finance,Junior,98.59,579200,0.6,231680,0.1,23168,4,0.5179,0.7032,138.52,0.0651,0.2355,0.1984,0.2839,critical 5092,DRC,2025,urban,Education,Senior,108.36,708839,0.5208,339698,0.1201,40813,4,0.443,0.6844,163.66,0.0703,0.1873,0.2115,0.3024,critical 5093,Uganda,2024,capital,Administration,Junior,49.0,336813,0.3826,207955,0.1788,37179,9,0.538,0.8066,275.16,0.0705,0.3544,0.3721,0.4152,low 5094,Tanzania,2018,urban,Administration,Executive,56.11,869684,0.2681,636520,0.1964,125009,9,0.5294,0.8222,912.36,0.0622,0.381,0.3224,0.4483,low 5095,Nigeria,2024,rural,Administration,Director,230.0,4691857,0.4921,2382866,0.1925,458775,12,0.5614,0.697,576.73,0.069,0.3062,0.4619,0.3865,low 5096,DRC,2023,remote,Finance,Junior,101.74,696461,0.6,278584,0.1,27858,5,0.5161,0.5957,101.88,0.063,0.2266,0.2005,0.2696,critical 5097,Uganda,2023,rural,Health,Mid_Level,47.48,422815,0.4449,234708,0.1473,34581,7,0.5627,0.8087,308.25,0.0677,0.3429,0.3485,0.3836,low 5098,Ghana,2023,rural,Health,Mid_Level,33.3,892723,0.3661,565915,0.2169,122772,15,0.506,0.7014,188.89,0.0701,0.3148,0.4056,0.4275,low 5099,Uganda,2018,rural,Finance,Junior,40.56,342072,0.5334,159600,0.1395,22271,9,0.5062,0.8239,300.8,0.0519,0.3345,0.3703,0.3681,low 5100,DRC,2023,urban,Education,Mid_Level,101.74,660931,0.5907,270508,0.1154,31207,4,0.5301,0.6965,134.92,0.0627,0.2175,0.1834,0.2857,critical 5101,Botswana,2022,remote,Administration,Junior,2.52,109947,0.2806,79091,0.2181,17247,23,0.6608,0.7868,536.32,0.0795,0.5026,0.7322,0.5334,moderate 5102,Mozambique,2024,capital,Social_Services,Executive,33.0,356360,0.3374,236136,0.142,33527,4,0.5917,0.6389,595.93,0.0665,0.2008,0.1807,0.3451,critical 5103,Kenya,2021,urban,Infrastructure,Junior,51.68,1875467,0.2339,1436821,0.2826,406020,15,0.6292,0.8834,354.07,0.0771,0.4343,0.5813,0.5338,moderate 5104,Tanzania,2024,capital,Education,Junior,67.0,1303215,0.2522,974534,0.2339,227980,7,0.5926,0.8052,293.35,0.068,0.402,0.4063,0.4645,low 5105,Rwanda,2024,rural,Finance,Junior,14.0,428546,0.2406,325429,0.2473,80472,28,0.5547,0.7828,442.2,0.0813,0.4481,0.57,0.5409,moderate 5106,Senegal,2025,rural,Education,Junior,18.49,364057,0.3106,250971,0.1637,41073,7,0.5767,0.7141,304.1,0.0706,0.3483,0.3604,0.4087,low 5107,DRC,2023,remote,Justice,Junior,101.74,669719,0.6,267887,0.1,26788,3,0.5181,0.681,111.23,0.0709,0.1892,0.1617,0.2697,critical 5108,DRC,2022,capital,Security,Junior,98.59,575751,0.4713,304382,0.1117,33992,3,0.504,0.6844,147.69,0.0545,0.1884,0.1892,0.308,critical 5109,Ghana,2020,urban,Agriculture,Junior,31.29,724468,0.2248,561638,0.294,165146,14,0.6153,0.7034,302.51,0.0697,0.3863,0.3261,0.4791,low 5110,Botswana,2020,remote,Infrastructure,Senior,2.45,103918,0.3083,71875,0.1945,13982,26,0.5405,0.8432,924.2,0.0917,0.5363,0.5475,0.5214,moderate 5111,Ethiopia,2022,urban,ICT,Mid_Level,119.93,1612350,0.412,948005,0.1691,160311,4,0.5137,0.6919,98.34,0.0519,0.1818,0.2032,0.3416,critical 5112,Rwanda,2023,remote,Justice,Mid_Level,13.67,411186,0.2653,302089,0.1731,52283,29,0.5895,0.8184,617.8,0.0919,0.5248,0.6902,0.5437,moderate 5113,DRC,2020,rural,Justice,Mid_Level,92.57,536745,0.6,214698,0.1,21469,4,0.5372,0.5867,128.97,0.0677,0.2156,0.1962,0.2642,critical 5114,Nigeria,2025,rural,Social_Services,Junior,235.75,4282144,0.5262,2028697,0.1895,384517,7,0.6014,0.7844,219.86,0.0532,0.3659,0.3356,0.3711,low 5115,Nigeria,2023,rural,Infrastructure,Senior,224.39,4722853,0.4641,2530774,0.1643,415820,10,0.6168,0.6927,300.46,0.0639,0.4009,0.3999,0.384,low 5116,Senegal,2021,remote,Education,Junior,16.62,357022,0.4081,211310,0.1164,24600,10,0.5534,0.6936,244.17,0.0554,0.3092,0.4666,0.3837,low 5117,Kenya,2020,urban,Infrastructure,Junior,50.61,1806780,0.1819,1478102,0.3177,469604,13,0.6004,0.9118,644.12,0.0927,0.5141,0.5576,0.5604,moderate 5118,Senegal,2018,capital,Social_Services,Senior,15.34,309406,0.1932,249618,0.2363,58977,14,0.5145,0.8022,434.66,0.0673,0.3635,0.3541,0.4878,low 5119,Nigeria,2019,remote,Infrastructure,Mid_Level,203.29,4102857,0.5271,1940421,0.1337,259493,12,0.5042,0.6994,184.89,0.0697,0.3697,0.4337,0.3669,low 5120,Nigeria,2018,urban,Health,Mid_Level,198.33,3779037,0.4024,2258369,0.2463,556249,7,0.4776,0.6933,212.43,0.0713,0.401,0.3659,0.4092,low 5121,South Africa,2019,capital,Infrastructure,Mid_Level,59.58,3108811,0.1897,2519195,0.3506,883226,19,0.5269,0.8712,396.2,0.0755,0.5281,0.6738,0.5886,moderate 5122,South Africa,2025,capital,Health,Mid_Level,62.5,3035300,0.1936,2447546,0.3233,791339,21,0.5641,0.82,464.43,0.0884,0.4506,0.6525,0.5682,moderate 5123,Ethiopia,2025,capital,Security,Mid_Level,129.15,1513879,0.4716,799918,0.1766,141296,5,0.4622,0.6562,96.05,0.0499,0.2052,0.1679,0.3245,critical 5124,DRC,2018,remote,Administration,Junior,86.92,466733,0.6,186693,0.1,18669,3,0.5435,0.6161,140.06,0.0701,0.1809,0.2032,0.2633,critical 5125,Mozambique,2018,rural,Health,Mid_Level,28.12,275089,0.6,110035,0.1,11003,4,0.4499,0.6032,126.21,0.0714,0.216,0.2122,0.2683,critical 5126,Botswana,2022,capital,Administration,Executive,2.52,101852,0.1511,86459,0.4117,35595,28,0.6269,0.8291,1855.93,0.0768,0.5533,0.7205,0.6369,moderate 5127,Kenya,2024,capital,Education,Senior,55.0,1704718,0.1628,1427141,0.3685,525964,18,0.5796,0.8152,566.71,0.0917,0.4432,0.6569,0.5787,moderate 5128,Kenya,2022,urban,Social_Services,Junior,52.76,1770483,0.2187,1383247,0.2663,368298,21,0.5628,0.8662,352.84,0.0813,0.4469,0.6073,0.5497,moderate 5129,Mozambique,2025,rural,Security,Executive,33.89,306250,0.4748,160833,0.1089,17518,4,0.5592,0.6508,401.35,0.0634,0.2096,0.1751,0.3046,critical 5130,Uganda,2024,urban,Education,Mid_Level,49.0,382542,0.3797,237301,0.196,46503,8,0.4721,0.8093,230.86,0.0527,0.3111,0.4639,0.423,low 5131,Kenya,2018,rural,Health,Senior,48.55,1908547,0.2449,1441206,0.1946,280423,12,0.6233,0.874,953.65,0.0794,0.5344,0.7666,0.5286,moderate 5132,Ghana,2020,capital,Education,Mid_Level,31.29,828060,0.2857,591512,0.3191,188759,9,0.6036,0.8017,207.28,0.0694,0.3214,0.4039,0.4737,low 5133,Senegal,2024,capital,Security,Mid_Level,18.0,397142,0.2263,307284,0.2346,72084,8,0.4804,0.6977,242.38,0.0624,0.3116,0.4392,0.4518,low 5134,Kenya,2024,capital,Health,Junior,55.0,2015692,0.1502,1713033,0.3206,549211,22,0.5916,0.7945,533.48,0.0754,0.5473,0.7672,0.5982,moderate 5135,Ethiopia,2019,remote,Justice,Junior,111.37,1467164,0.6,586865,0.1,58686,5,0.496,0.7048,115.89,0.0627,0.2255,0.2276,0.2885,critical 5136,Kenya,2019,capital,Administration,Junior,49.57,1806449,0.1491,1537099,0.3529,542458,14,0.6057,0.8911,526.41,0.0688,0.4555,0.531,0.5683,moderate 5137,Ethiopia,2020,urban,Finance,Executive,114.15,1462380,0.4523,800999,0.17,136146,4,0.4947,0.5933,547.74,0.0529,0.1933,0.1877,0.3165,critical 5138,Kenya,2024,rural,Infrastructure,Director,55.0,1882964,0.2813,1353237,0.2528,342159,17,0.5613,0.7699,1535.4,0.07,0.4837,0.7265,0.5219,moderate 5139,Senegal,2022,rural,Social_Services,Senior,17.07,328096,0.286,234270,0.2012,47138,9,0.5692,0.7544,473.32,0.0541,0.3822,0.3855,0.4412,low 5140,Kenya,2019,urban,Infrastructure,Junior,49.57,1574799,0.2356,1203700,0.3233,389169,19,0.5508,0.8568,361.56,0.0686,0.5599,0.5745,0.5614,moderate 5141,Ghana,2021,remote,Security,Junior,31.94,786471,0.4433,437840,0.1459,63890,15,0.5694,0.7899,229.78,0.0647,0.3425,0.4428,0.4102,low 5142,Tanzania,2023,urban,Education,Senior,65.05,1205142,0.3108,830627,0.2453,203718,7,0.5315,0.7044,316.41,0.0626,0.3096,0.3439,0.4221,low 5143,Botswana,2019,urban,ICT,Mid_Level,2.41,113600,0.1792,93247,0.3241,30218,26,0.5204,0.8906,458.94,0.0792,0.493,0.5839,0.5925,moderate 5144,Kenya,2023,capital,Health,Junior,53.87,2074827,0.174,1713866,0.3827,655927,12,0.4688,0.9174,407.63,0.0709,0.5314,0.567,0.5796,moderate 5145,Uganda,2022,capital,Administration,Mid_Level,46.01,362437,0.3403,239107,0.1982,47389,6,0.5987,0.7208,210.65,0.059,0.3245,0.3634,0.4064,low 5146,Mozambique,2020,capital,Administration,Junior,29.66,254094,0.4266,145687,0.149,21707,5,0.5252,0.6574,111.71,0.0684,0.2316,0.1892,0.3338,critical 5147,Mozambique,2019,rural,Health,Junior,28.88,278718,0.549,125700,0.1,12570,6,0.5419,0.6645,141.76,0.0499,0.1884,0.195,0.2908,critical 5148,South Africa,2021,capital,Education,Junior,60.54,3249513,0.2259,2515391,0.3993,1004426,21,0.5439,0.8942,395.55,0.0842,0.5076,0.5812,0.5889,moderate 5149,Uganda,2019,capital,Security,Junior,41.86,384981,0.3794,238906,0.1791,42793,6,0.4476,0.769,312.64,0.0659,0.3254,0.3486,0.3977,low 5150,Uganda,2025,capital,Security,Junior,50.57,380462,0.2947,268328,0.1892,50768,5,0.5232,0.7425,254.86,0.0496,0.3821,0.3399,0.4197,low 5151,Tanzania,2024,urban,Finance,Mid_Level,67.0,1244134,0.3048,864899,0.2091,180886,8,0.4627,0.6993,284.91,0.0641,0.3329,0.4468,0.4289,low 5152,Rwanda,2024,urban,ICT,Junior,14.0,394137,0.1302,342818,0.2894,99221,29,0.6399,0.7973,553.19,0.0692,0.4763,0.7795,0.6075,moderate 5153,Ethiopia,2020,rural,Health,Junior,114.15,1289916,0.6,515966,0.1009,52075,4,0.4638,0.6469,103.58,0.0523,0.2057,0.1978,0.2726,critical 5154,Uganda,2020,remote,Health,Mid_Level,43.2,348429,0.6,139371,0.1105,15398,5,0.5871,0.8,286.6,0.071,0.3963,0.3523,0.335,critical 5155,Senegal,2025,rural,Finance,Mid_Level,18.49,414265,0.3263,279075,0.1751,48877,11,0.5968,0.818,274.9,0.0707,0.3986,0.4241,0.4447,low 5156,Botswana,2020,urban,Administration,Junior,2.45,118254,0.2227,91915,0.3937,36190,28,0.6528,0.9327,638.28,0.0841,0.5047,0.7532,0.6284,moderate 5157,South Africa,2024,urban,Security,Junior,62.0,3734750,0.2488,2805511,0.3038,852443,18,0.5744,0.9344,530.01,0.0654,0.4271,0.6261,0.5542,moderate 5158,Botswana,2024,urban,ICT,Junior,2.6,118660,0.225,91956,0.3678,33817,22,0.5561,0.901,629.08,0.0777,0.5507,0.5563,0.5865,moderate 5159,Mozambique,2023,urban,Health,Mid_Level,32.13,325508,0.4436,181103,0.1485,26889,5,0.5014,0.6814,136.09,0.0606,0.2176,0.2007,0.3327,critical 5160,DRC,2023,urban,Social_Services,Mid_Level,101.74,649468,0.6,259787,0.1157,30045,5,0.5038,0.7033,124.75,0.0617,0.2336,0.2364,0.2939,critical 5161,South Africa,2019,capital,Justice,Junior,59.58,2814899,0.2035,2242192,0.3608,809031,23,0.5163,0.8511,355.26,0.0864,0.5581,0.6128,0.5916,moderate 5162,Tanzania,2025,remote,Education,Junior,69.01,1178877,0.5773,498342,0.115,57296,8,0.4756,0.7092,313.94,0.0699,0.3286,0.432,0.3369,critical 5163,Tanzania,2023,urban,Security,Senior,65.05,1267295,0.303,883289,0.2243,198164,10,0.5805,0.8159,451.42,0.0494,0.3727,0.3414,0.4491,low 5164,Mozambique,2024,capital,Education,Junior,33.0,372850,0.459,201718,0.153,30854,6,0.5303,0.6682,88.96,0.0551,0.217,0.1788,0.3283,critical 5165,Uganda,2022,remote,Justice,Mid_Level,46.01,343651,0.6,137460,0.1,13746,5,0.5978,0.8125,267.63,0.0631,0.327,0.3826,0.3303,critical 5166,Mozambique,2019,remote,Social_Services,Junior,28.88,276933,0.5792,116536,0.1,11653,5,0.466,0.704,85.67,0.0615,0.2048,0.192,0.288,critical 5167,DRC,2019,rural,Education,Mid_Level,89.7,508463,0.6,203385,0.1,20338,4,0.5537,0.6981,155.05,0.0619,0.2245,0.2056,0.2827,critical 5168,Ghana,2025,rural,Social_Services,Junior,34.71,749384,0.3022,522896,0.205,107179,15,0.5167,0.7635,253.79,0.0638,0.3217,0.3555,0.4454,low 5169,Uganda,2024,capital,Security,Junior,49.0,345332,0.323,233799,0.2,46762,9,0.529,0.7393,290.63,0.0545,0.3602,0.432,0.4319,low 5170,South Africa,2024,capital,Security,Junior,62.0,3282842,0.2153,2576078,0.4137,1065697,22,0.6218,0.7938,443.04,0.0732,0.445,0.6295,0.5811,moderate 5171,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4649518,0.3791,2886818,0.2116,610980,12,0.5727,0.7947,314.25,0.0676,0.3563,0.3968,0.4326,low 5172,Nigeria,2022,remote,Health,Junior,218.92,4095039,0.5505,1840859,0.1299,239056,11,0.4638,0.7397,218.55,0.0657,0.3263,0.3575,0.3517,low 5173,Rwanda,2019,urban,Health,Mid_Level,12.43,416038,0.1423,356837,0.3229,115229,30,0.6856,0.8979,405.98,0.078,0.561,0.5829,0.6192,moderate 5174,Mozambique,2019,urban,Health,Mid_Level,28.88,299167,0.4139,175350,0.1283,22501,5,0.5654,0.6913,84.44,0.0491,0.2363,0.1782,0.3363,critical 5175,Kenya,2021,capital,Education,Senior,51.68,1566100,0.1763,1290023,0.3477,448503,15,0.614,0.7656,717.21,0.0913,0.4336,0.5699,0.5455,moderate 5176,Senegal,2023,urban,Education,Mid_Level,17.53,400868,0.2639,295076,0.2377,70135,11,0.6122,0.8176,269.88,0.0609,0.3755,0.4654,0.4777,low 5177,Senegal,2019,urban,Health,Director,15.76,379636,0.2018,303010,0.2737,82927,12,0.6076,0.8027,530.31,0.055,0.333,0.4313,0.4948,low 5178,Mozambique,2023,rural,Infrastructure,Mid_Level,32.13,304446,0.6,121778,0.103,12537,6,0.4704,0.6171,113.19,0.0534,0.2169,0.2172,0.2767,critical 5179,Ghana,2019,capital,Agriculture,Executive,30.64,726419,0.2529,542711,0.2541,137918,13,0.5619,0.7601,991.44,0.0588,0.3883,0.3221,0.4679,low 5180,Rwanda,2020,urban,Social_Services,Junior,12.73,334920,0.1375,288854,0.2866,82775,26,0.6095,0.8074,406.68,0.0931,0.5026,0.7393,0.5976,moderate 5181,South Africa,2020,urban,Education,Junior,60.06,3077111,0.2055,2444706,0.387,946188,19,0.511,0.8444,611.16,0.0946,0.4168,0.7734,0.5886,moderate 5182,Ghana,2020,rural,Justice,Director,31.29,761019,0.3983,457870,0.2069,94729,11,0.5972,0.8088,650.07,0.0677,0.3631,0.4463,0.4319,low 5183,DRC,2022,rural,Health,Junior,98.59,576179,0.6,230471,0.1,23047,2,0.465,0.6968,147.88,0.0551,0.2215,0.2163,0.2783,critical 5184,Mozambique,2018,urban,Health,Junior,28.12,261439,0.3588,167639,0.1588,26622,6,0.4682,0.6155,86.65,0.0552,0.1826,0.1798,0.3436,critical 5185,Botswana,2021,rural,Social_Services,Junior,2.49,103384,0.2153,81128,0.2566,20813,18,0.5266,0.921,542.43,0.0917,0.4964,0.7331,0.5664,moderate 5186,Tanzania,2020,capital,Infrastructure,Director,59.53,1179219,0.2369,899890,0.2673,240527,9,0.5233,0.7182,672.67,0.0619,0.3841,0.4664,0.4729,low 5187,Ghana,2023,capital,Health,Mid_Level,33.3,746000,0.2512,558573,0.2642,147551,10,0.4726,0.8006,263.43,0.0563,0.3392,0.3415,0.4664,low 5188,Botswana,2024,urban,Health,Junior,2.6,107980,0.182,88326,0.4095,36173,25,0.5539,0.8196,479.93,0.0692,0.4584,0.6002,0.5982,moderate 5189,Ghana,2019,urban,Finance,Senior,30.64,807474,0.2232,627219,0.2702,169460,10,0.4592,0.7598,307.3,0.0635,0.3249,0.3587,0.4691,low 5190,Rwanda,2022,urban,Social_Services,Junior,13.35,459055,0.1535,388577,0.369,143383,19,0.6542,0.9289,437.12,0.0705,0.5051,0.5557,0.5968,moderate 5191,Nigeria,2020,remote,Justice,Senior,208.37,4634264,0.6,1853705,0.1342,248746,11,0.5263,0.69,399.75,0.0672,0.3221,0.3492,0.3317,critical 5192,Tanzania,2025,capital,Infrastructure,Mid_Level,69.01,1091262,0.2704,796187,0.2479,197385,6,0.5114,0.7461,258.38,0.049,0.3913,0.4577,0.4562,low 5193,Nigeria,2024,urban,Justice,Senior,230.0,5239145,0.3802,3247270,0.2046,664471,7,0.5294,0.7814,450.45,0.0483,0.343,0.3878,0.4139,low 5194,Rwanda,2023,urban,Social_Services,Mid_Level,13.67,407766,0.145,348636,0.3374,117629,20,0.6057,0.7907,413.61,0.0777,0.4928,0.768,0.5928,moderate 5195,Ghana,2022,urban,Social_Services,Junior,32.62,696698,0.2436,526978,0.2722,143418,13,0.6019,0.7655,192.42,0.067,0.2988,0.4329,0.4776,low 5196,DRC,2022,rural,Justice,Junior,98.59,575678,0.6,230271,0.1,23027,4,0.539,0.7031,87.31,0.0674,0.212,0.1799,0.2796,critical 5197,Kenya,2021,remote,Finance,Junior,51.68,1572892,0.2719,1145168,0.1534,175721,18,0.5463,0.9138,585.81,0.0789,0.4504,0.6278,0.5103,moderate 5198,Ethiopia,2023,capital,Administration,Mid_Level,122.93,1679818,0.4476,927951,0.1611,149474,4,0.4397,0.5924,91.41,0.0574,0.1966,0.1921,0.3161,critical 5199,Kenya,2021,urban,Infrastructure,Director,51.68,1821024,0.2284,1405035,0.3338,469036,16,0.5199,0.7704,916.76,0.071,0.5454,0.5474,0.5412,moderate 5200,Tanzania,2024,urban,Security,Junior,67.0,1312376,0.2483,986566,0.2171,214171,6,0.5798,0.7633,256.85,0.0545,0.3512,0.3233,0.4391,low 5201,Rwanda,2021,capital,Administration,Junior,13.04,392479,0.1154,347194,0.3785,131414,19,0.6622,0.8148,549.63,0.0947,0.5277,0.6109,0.5994,moderate 5202,Ghana,2025,capital,Security,Mid_Level,34.71,830593,0.2718,604836,0.2916,176356,15,0.512,0.8093,254.96,0.0583,0.3222,0.3365,0.4797,low 5203,Ghana,2020,urban,Agriculture,Mid_Level,31.29,674901,0.3188,459772,0.2492,114564,13,0.6028,0.7376,240.66,0.0491,0.3404,0.4699,0.4568,low 5204,Rwanda,2020,rural,Security,Senior,12.73,347135,0.2306,267093,0.2069,55271,24,0.6361,0.7925,956.44,0.079,0.4823,0.7504,0.5462,moderate 5205,DRC,2024,remote,Security,Mid_Level,105.0,578918,0.6,231567,0.1,23156,3,0.5837,0.6482,136.08,0.064,0.1792,0.1965,0.2673,critical 5206,Rwanda,2022,remote,Health,Mid_Level,13.35,392926,0.2668,288087,0.1583,45609,25,0.5183,0.8354,471.66,0.0696,0.5632,0.7052,0.5375,moderate 5207,Rwanda,2025,rural,Infrastructure,Mid_Level,14.34,387231,0.186,315200,0.2342,73831,20,0.627,0.8155,376.2,0.0827,0.4982,0.5879,0.543,moderate 5208,South Africa,2019,urban,Justice,Junior,59.58,3390596,0.2725,2466800,0.375,925139,14,0.6337,0.8771,427.63,0.0921,0.5019,0.5617,0.5486,moderate 5209,Botswana,2024,rural,Education,Mid_Level,2.6,113461,0.2023,90509,0.267,24166,18,0.5127,0.7807,417.03,0.0883,0.4692,0.5562,0.5308,moderate 5210,DRC,2019,rural,Finance,Mid_Level,89.7,465895,0.6,186358,0.1,18635,4,0.5503,0.6108,113.2,0.0517,0.2265,0.2194,0.2712,critical 5211,South Africa,2018,rural,Agriculture,Executive,59.11,3592706,0.2846,2570058,0.2775,713097,15,0.5684,0.8509,1728.65,0.0871,0.4953,0.6817,0.531,moderate 5212,Ethiopia,2023,urban,Health,Junior,122.93,1331572,0.5204,638645,0.1424,90964,4,0.5077,0.6936,144.8,0.0533,0.2042,0.1796,0.3079,critical 5213,Uganda,2025,urban,Health,Junior,50.57,447748,0.3885,273804,0.2159,59116,8,0.5373,0.7972,284.55,0.062,0.3064,0.4484,0.4219,low 5214,Botswana,2024,rural,Health,Executive,2.6,114806,0.2236,89140,0.2858,25475,26,0.5135,0.8203,1962.03,0.0912,0.4194,0.7154,0.5671,moderate 5215,Botswana,2025,remote,Education,Mid_Level,2.64,117925,0.3296,79052,0.2044,16159,27,0.6504,0.8578,649.21,0.094,0.4385,0.6853,0.5272,moderate 5216,DRC,2025,remote,Administration,Mid_Level,108.36,567868,0.6,227147,0.1,22714,4,0.5819,0.6362,129.13,0.0608,0.1934,0.1851,0.2683,critical 5217,DRC,2020,rural,Security,Mid_Level,92.57,637289,0.6,254915,0.1,25491,3,0.5046,0.6862,118.43,0.0621,0.2086,0.1781,0.2741,critical 5218,Mozambique,2024,rural,Justice,Director,33.0,349048,0.4758,182981,0.1047,19160,6,0.4802,0.6621,331.15,0.0614,0.1882,0.2108,0.3115,critical 5219,Ethiopia,2018,capital,Social_Services,Mid_Level,108.65,1339215,0.393,812922,0.1713,139278,3,0.4389,0.7025,104.62,0.0673,0.211,0.166,0.3452,critical 5220,Uganda,2018,capital,Infrastructure,Junior,40.56,371024,0.3035,258425,0.2035,52588,5,0.5378,0.6892,277.11,0.0653,0.401,0.3554,0.4165,low 5221,Nigeria,2023,urban,Education,Senior,224.39,5013433,0.3063,3477755,0.2378,827052,11,0.5178,0.6981,446.19,0.0606,0.3267,0.3244,0.4302,low 5222,Kenya,2024,urban,Infrastructure,Junior,55.0,1684008,0.1908,1362639,0.283,385587,12,0.4948,0.8761,425.27,0.0949,0.5489,0.6099,0.5503,moderate 5223,Nigeria,2024,capital,Finance,Junior,230.0,5114676,0.2886,3638525,0.2265,824098,11,0.5669,0.7233,286.27,0.0634,0.3137,0.3523,0.4371,low 5224,Tanzania,2023,rural,Health,Junior,65.05,1027812,0.4711,543621,0.156,84808,9,0.4792,0.7453,319.55,0.0688,0.3481,0.4609,0.3864,low 5225,Botswana,2021,urban,Education,Mid_Level,2.49,118667,0.1591,99792,0.4138,41293,19,0.6213,0.9252,437.97,0.0952,0.5303,0.7107,0.6241,moderate 5226,Mozambique,2018,rural,Finance,Senior,28.12,280435,0.5497,126287,0.1,12628,7,0.546,0.6497,208.5,0.0547,0.2324,0.2099,0.2968,critical 5227,Nigeria,2020,capital,Infrastructure,Senior,208.37,3951570,0.3556,2546518,0.2547,648602,12,0.4862,0.7568,482.55,0.0584,0.3792,0.4328,0.4495,low 5228,DRC,2020,remote,Finance,Junior,92.57,582649,0.6,233059,0.1,23305,2,0.5686,0.6554,132.17,0.071,0.239,0.2282,0.275,critical 5229,DRC,2024,rural,Education,Junior,105.0,644865,0.6,257946,0.1,25794,4,0.5497,0.667,146.26,0.0581,0.2148,0.2084,0.2774,critical 5230,South Africa,2020,rural,Education,Senior,60.06,3572359,0.3081,2471561,0.2584,638758,24,0.611,0.8365,837.23,0.0769,0.4868,0.7781,0.5495,moderate 5231,Kenya,2021,remote,Justice,Junior,51.68,2026851,0.2903,1438391,0.1909,274531,19,0.584,0.8411,628.98,0.0899,0.4973,0.732,0.5217,moderate 5232,South Africa,2022,rural,Security,Junior,61.02,2959937,0.3724,1857766,0.2354,437294,24,0.6018,0.7886,579.87,0.088,0.5122,0.7563,0.5209,moderate 5233,Ethiopia,2023,rural,Infrastructure,Senior,122.93,1442916,0.6,577166,0.1154,66595,5,0.4563,0.648,127.45,0.06,0.2058,0.1649,0.2756,critical 5234,Uganda,2020,urban,Administration,Junior,43.2,302829,0.3888,185078,0.2007,37147,9,0.5959,0.7409,269.96,0.0712,0.3131,0.4613,0.414,low 5235,South Africa,2024,remote,ICT,Junior,62.0,3345748,0.3703,2106796,0.176,370769,23,0.6594,0.8427,574.31,0.0705,0.483,0.5211,0.4857,low 5236,Botswana,2024,capital,Health,Junior,2.6,112011,0.1828,91540,0.387,35428,19,0.491,0.8979,371.95,0.075,0.4527,0.7683,0.6054,moderate 5237,DRC,2022,capital,Security,Senior,98.59,621377,0.4845,320300,0.1194,38259,4,0.445,0.6142,225.4,0.0651,0.1845,0.2136,0.3007,critical 5238,Botswana,2025,rural,Agriculture,Mid_Level,2.64,121999,0.2894,86691,0.254,22015,26,0.6296,0.7872,421.6,0.0923,0.4642,0.6264,0.5333,moderate 5239,Ethiopia,2020,rural,Health,Junior,114.15,1369704,0.6,547881,0.1023,56073,4,0.5202,0.6903,134.54,0.0491,0.2005,0.1774,0.2769,critical 5240,Senegal,2018,urban,Agriculture,Senior,15.34,376482,0.227,291015,0.2265,65907,11,0.5712,0.7579,449.24,0.0575,0.3323,0.4107,0.4654,low 5241,Mozambique,2023,urban,Education,Director,32.13,341356,0.4515,187220,0.1297,24273,7,0.5325,0.6201,275.07,0.0569,0.1807,0.1927,0.3174,critical 5242,Ghana,2020,urban,Agriculture,Junior,31.29,672031,0.3162,459552,0.2386,109640,11,0.5811,0.8069,271.92,0.0538,0.3672,0.3844,0.4543,low 5243,South Africa,2023,urban,Health,Mid_Level,61.51,2812242,0.2692,2055305,0.3275,673136,24,0.5962,0.7708,541.55,0.0906,0.4231,0.7137,0.5539,moderate 5244,Nigeria,2024,rural,Infrastructure,Mid_Level,230.0,4585631,0.4277,2624191,0.1453,381307,9,0.5815,0.6826,180.59,0.0521,0.3285,0.4,0.3771,low 5245,South Africa,2024,capital,Justice,Mid_Level,62.0,3285244,0.1999,2628383,0.3309,869846,15,0.5319,0.8552,454.82,0.0819,0.5461,0.5537,0.5585,moderate 5246,Senegal,2025,capital,Infrastructure,Mid_Level,18.49,430709,0.2383,328069,0.286,93836,7,0.5274,0.7319,314.19,0.0709,0.3244,0.4339,0.465,low 5247,Kenya,2019,rural,Education,Mid_Level,49.57,1488870,0.2919,1054274,0.2187,230543,20,0.5089,0.9126,549.64,0.0759,0.4667,0.5968,0.5249,moderate 5248,Senegal,2022,capital,Security,Senior,17.07,347668,0.1849,283386,0.3068,86948,11,0.5756,0.7699,318.58,0.0672,0.3481,0.3621,0.4945,low 5249,Ghana,2022,remote,Justice,Mid_Level,32.62,758504,0.4102,447352,0.1616,72289,14,0.6162,0.8173,229.82,0.0624,0.3568,0.3686,0.418,low 5250,Nigeria,2022,remote,Administration,Mid_Level,218.92,4043138,0.6,1617255,0.1395,225590,10,0.5348,0.7023,224.47,0.0483,0.3435,0.3405,0.3336,critical 5251,Tanzania,2022,capital,Administration,Junior,63.15,1116177,0.2259,864075,0.2401,207479,8,0.4689,0.7651,255.72,0.053,0.399,0.4461,0.4728,low 5252,Mozambique,2022,remote,Justice,Mid_Level,31.29,356351,0.6,142540,0.1,14254,4,0.4529,0.6312,84.6,0.0614,0.206,0.1891,0.2692,critical 5253,South Africa,2021,urban,ICT,Junior,60.54,3614622,0.2928,2556290,0.339,866558,14,0.6141,0.8011,367.54,0.0919,0.5133,0.5663,0.5247,moderate 5254,Mozambique,2020,rural,Health,Mid_Level,29.66,292943,0.6,117177,0.1051,12318,7,0.5846,0.6297,118.67,0.0705,0.1881,0.1934,0.2764,critical 5255,Botswana,2022,urban,Health,Junior,2.52,111284,0.2171,87119,0.3776,32894,19,0.5186,0.8701,404.2,0.0663,0.4214,0.7014,0.5804,moderate 5256,Ethiopia,2025,rural,Education,Junior,129.15,1445812,0.5809,605934,0.1155,69980,6,0.4806,0.6317,126.81,0.0586,0.1858,0.1725,0.2792,critical 5257,Botswana,2022,urban,Agriculture,Senior,2.52,103088,0.1853,83986,0.3658,30720,18,0.608,0.8181,803.57,0.0775,0.4518,0.5738,0.5654,moderate 5258,South Africa,2021,capital,Security,Mid_Level,60.54,3487467,0.1945,2808986,0.4213,1183535,20,0.6063,0.9314,505.74,0.0922,0.4643,0.7358,0.6164,moderate 5259,South Africa,2025,capital,Infrastructure,Senior,62.5,3169565,0.2459,2390235,0.3328,795547,17,0.5952,0.8401,821.31,0.0817,0.5531,0.5512,0.5507,moderate 5260,Nigeria,2022,urban,Administration,Senior,218.92,4137526,0.3826,2554587,0.2362,603437,8,0.4668,0.7,404.01,0.0599,0.3116,0.463,0.4159,low 5261,Nigeria,2022,remote,Education,Junior,218.92,4867161,0.6,1946864,0.1151,224106,9,0.5068,0.7808,207.31,0.0498,0.3834,0.3218,0.3389,critical 5262,DRC,2022,urban,Finance,Junior,98.59,532187,0.5403,244662,0.1115,27269,3,0.436,0.7056,121.43,0.0584,0.2332,0.165,0.296,critical 5263,Ethiopia,2021,rural,Education,Junior,117.0,1261484,0.6,504593,0.1177,59371,4,0.4541,0.6091,113.05,0.054,0.2249,0.1663,0.2699,critical 5264,South Africa,2021,rural,Education,Senior,60.54,3016353,0.3619,1924626,0.2564,493447,20,0.5187,0.7737,584.94,0.0881,0.5632,0.5875,0.5047,moderate 5265,Kenya,2020,urban,Education,Mid_Level,50.61,1743520,0.2126,1372800,0.2708,371747,20,0.6271,0.9265,546.43,0.0824,0.5019,0.5439,0.5581,moderate 5266,Ghana,2020,remote,Administration,Director,31.29,822409,0.4002,493289,0.1616,79709,13,0.4851,0.6838,671.31,0.0638,0.3299,0.4698,0.4054,low 5267,Mozambique,2019,capital,Education,Mid_Level,28.88,285891,0.4134,167691,0.1375,23064,6,0.5244,0.7027,141.97,0.0691,0.2336,0.168,0.3416,critical 5268,Senegal,2022,remote,Social_Services,Director,17.07,323906,0.392,196922,0.1189,23416,8,0.5414,0.8229,721.03,0.0609,0.3853,0.421,0.4058,low 5269,Kenya,2018,urban,Health,Junior,48.55,1631712,0.2419,1237039,0.2736,338422,21,0.5496,0.8467,616.07,0.0775,0.516,0.7498,0.564,moderate 5270,Senegal,2019,urban,Agriculture,Junior,15.76,340604,0.2639,250730,0.2736,68597,10,0.5021,0.7848,264.55,0.0658,0.3962,0.3567,0.4704,low 5271,Ghana,2024,urban,Education,Mid_Level,34.0,795563,0.2174,622622,0.2632,163865,11,0.4663,0.7274,229.19,0.0608,0.3492,0.3462,0.4676,low 5272,Botswana,2023,remote,Social_Services,Junior,2.56,117091,0.2758,84801,0.1955,16577,27,0.5381,0.925,451.14,0.0838,0.4891,0.6639,0.5515,moderate 5273,Ethiopia,2023,capital,Education,Senior,122.93,1585843,0.4293,905078,0.1905,172395,3,0.5738,0.6413,224.53,0.0592,0.227,0.2387,0.3406,critical 5274,Uganda,2024,capital,Justice,Mid_Level,49.0,367198,0.3905,223789,0.2058,46064,7,0.5727,0.7984,245.08,0.0586,0.3409,0.4283,0.418,low 5275,Nigeria,2025,urban,Education,Mid_Level,235.75,4641376,0.2764,3358620,0.2014,676325,10,0.5202,0.7686,287.92,0.0562,0.3586,0.3876,0.4462,low 5276,Ethiopia,2025,remote,Security,Junior,129.15,1758615,0.6,703446,0.1,70344,6,0.541,0.6371,86.31,0.067,0.184,0.1672,0.2707,critical 5277,Uganda,2019,rural,Administration,Junior,41.86,352762,0.5447,160625,0.1451,23304,8,0.5574,0.7996,191.36,0.0534,0.3862,0.3314,0.3618,low 5278,Uganda,2025,urban,Education,Junior,50.57,378476,0.4578,205221,0.1992,40880,6,0.568,0.7813,263.07,0.0586,0.3865,0.3532,0.3915,low 5279,South Africa,2025,urban,Administration,Director,62.5,2898505,0.2395,2204260,0.3626,799352,15,0.5679,0.823,1624.57,0.0704,0.4328,0.6384,0.5489,moderate 5280,Ghana,2019,rural,Health,Mid_Level,30.64,744862,0.4221,430418,0.2203,94831,14,0.5443,0.739,178.19,0.0703,0.4001,0.3537,0.4208,low 5281,Rwanda,2021,urban,Infrastructure,Mid_Level,13.04,403628,0.1808,330671,0.3151,104185,18,0.5335,0.7853,531.2,0.0803,0.4385,0.6083,0.5511,moderate 5282,South Africa,2025,rural,Agriculture,Junior,62.5,3599416,0.2807,2589169,0.2834,733787,20,0.5373,0.7812,571.07,0.0683,0.485,0.5256,0.5189,moderate 5283,Ethiopia,2025,rural,Health,Mid_Level,129.15,1539343,0.5259,729858,0.1109,80907,4,0.4743,0.7067,100.35,0.064,0.2398,0.1616,0.3024,critical 5284,Mozambique,2019,rural,Infrastructure,Senior,28.88,287018,0.6,114807,0.1,11480,5,0.576,0.6027,188.46,0.0578,0.2156,0.1722,0.2667,critical 5285,DRC,2022,rural,Agriculture,Junior,98.59,572016,0.6,228806,0.1,22880,5,0.4548,0.7083,145.83,0.0573,0.2138,0.1811,0.2832,critical 5286,Nigeria,2021,rural,Health,Senior,213.58,4311594,0.4705,2283157,0.1668,380820,8,0.5125,0.7503,358.59,0.062,0.3008,0.4342,0.3801,low 5287,DRC,2022,remote,Infrastructure,Junior,98.59,646919,0.6,258767,0.1,25876,3,0.5195,0.6979,90.05,0.0493,0.231,0.1734,0.2776,critical 5288,Kenya,2023,remote,Education,Director,53.87,2060454,0.3624,1313695,0.1697,222912,14,0.5698,0.7728,1183.27,0.0845,0.5471,0.5707,0.4645,low 5289,Senegal,2018,capital,Social_Services,Junior,15.34,298655,0.2423,226293,0.2365,53523,11,0.568,0.8103,239.99,0.0643,0.299,0.4032,0.4678,low 5290,Ethiopia,2021,urban,Administration,Mid_Level,117.0,1431599,0.4028,854971,0.1623,138803,4,0.547,0.6807,143.29,0.0587,0.2337,0.1892,0.3443,critical 5291,Tanzania,2023,urban,Administration,Junior,65.05,1068999,0.3545,690066,0.2027,139896,11,0.5994,0.7556,217.7,0.0497,0.3241,0.462,0.4315,low 5292,Ethiopia,2020,urban,Health,Mid_Level,114.15,1388213,0.508,683001,0.171,116768,3,0.4925,0.665,97.76,0.0545,0.2286,0.1627,0.3121,critical 5293,Uganda,2025,rural,Education,Junior,50.57,373399,0.4336,211494,0.1487,31444,8,0.4815,0.7348,243.15,0.0501,0.3279,0.3663,0.3784,low 5294,Botswana,2024,capital,Education,Mid_Level,2.6,104314,0.148,88875,0.4582,40723,27,0.5401,0.8112,611.04,0.0752,0.4814,0.5675,0.6216,moderate 5295,Mozambique,2022,capital,Infrastructure,Director,31.29,310737,0.4334,176077,0.1546,27214,5,0.589,0.7146,268.55,0.0717,0.2405,0.1855,0.3426,critical 5296,Tanzania,2021,capital,Health,Junior,61.31,1026985,0.3054,713377,0.223,159097,10,0.6124,0.7539,300.91,0.058,0.3243,0.4436,0.4443,low 5297,Kenya,2023,rural,Education,Mid_Level,53.87,1823130,0.3136,1251438,0.253,316609,13,0.5865,0.8096,564.51,0.0722,0.4819,0.6266,0.4997,low 5298,DRC,2024,urban,Administration,Junior,105.0,579877,0.483,299781,0.107,32087,4,0.4989,0.6445,155.19,0.0678,0.2058,0.2199,0.3052,critical 5299,Kenya,2019,urban,Administration,Executive,49.57,1922640,0.2142,1510800,0.3368,508836,13,0.5359,0.8665,2113.81,0.0727,0.5093,0.5939,0.5534,moderate 5300,Rwanda,2024,urban,Infrastructure,Director,14.0,480020,0.1818,392745,0.3171,124525,24,0.5989,0.8957,1422.91,0.0729,0.4833,0.6961,0.5961,moderate 5301,Ethiopia,2018,capital,Social_Services,Director,108.65,1178200,0.49,600867,0.1859,111711,3,0.4577,0.6488,351.67,0.0598,0.2303,0.1706,0.3189,critical 5302,South Africa,2019,rural,Infrastructure,Junior,59.58,3475693,0.2927,2458219,0.2451,602405,24,0.6694,0.8274,477.99,0.0664,0.448,0.5246,0.5194,moderate 5303,Nigeria,2022,remote,Health,Director,218.92,4256360,0.4613,2292815,0.1132,259456,9,0.4885,0.7753,526.21,0.0666,0.3195,0.414,0.3751,low 5304,Tanzania,2022,rural,Agriculture,Mid_Level,63.15,1275044,0.4564,693112,0.1748,121145,7,0.5626,0.771,302.35,0.0632,0.3177,0.366,0.3811,low 5305,Senegal,2021,rural,Finance,Senior,16.62,404211,0.3563,260194,0.1763,45862,12,0.607,0.7659,398.8,0.0536,0.3348,0.4296,0.4263,low 5306,Uganda,2025,rural,Education,Senior,50.57,402224,0.5098,197188,0.1338,26380,8,0.5888,0.724,308.71,0.0609,0.3861,0.337,0.3569,low 5307,Rwanda,2021,capital,Agriculture,Junior,13.04,376173,0.1337,325879,0.3519,114683,27,0.535,0.8762,433.58,0.088,0.4322,0.7271,0.6194,moderate 5308,Nigeria,2023,capital,Administration,Junior,224.39,3998966,0.2625,2949295,0.2286,674323,12,0.5331,0.6992,257.2,0.0658,0.4002,0.4157,0.458,low 5309,Rwanda,2018,capital,Administration,Senior,12.14,325806,0.1608,273412,0.3102,84808,23,0.5069,0.9307,677.96,0.068,0.5358,0.6285,0.6009,moderate 5310,Ghana,2022,remote,Education,Mid_Level,32.62,733666,0.5132,357172,0.1391,49675,12,0.5848,0.8106,227.19,0.05,0.3525,0.3221,0.3755,low 5311,South Africa,2021,urban,Finance,Junior,60.54,3437560,0.2295,2648606,0.3485,923070,17,0.5887,0.8367,411.88,0.083,0.4529,0.6231,0.5554,moderate 5312,Uganda,2021,remote,Security,Mid_Level,44.58,315181,0.6,126072,0.1,12607,7,0.4675,0.6794,228.51,0.0659,0.3422,0.3339,0.312,critical 5313,Tanzania,2022,urban,ICT,Junior,63.15,1199111,0.3232,811554,0.2381,193263,10,0.5245,0.7871,233.75,0.0695,0.3715,0.3268,0.4416,low 5314,Ghana,2019,remote,Agriculture,Senior,30.64,846775,0.3686,534647,0.1298,69377,15,0.5783,0.7829,351.29,0.0538,0.308,0.3543,0.4114,low 5315,Uganda,2018,remote,Administration,Senior,40.56,277972,0.6,111188,0.1,11118,5,0.4453,0.7825,347.77,0.0621,0.3788,0.3917,0.3319,critical 5316,Nigeria,2019,remote,Security,Junior,203.29,4288646,0.5464,1945428,0.1371,266632,11,0.505,0.7861,257.57,0.0641,0.339,0.3366,0.3606,low 5317,DRC,2018,rural,Education,Mid_Level,86.92,574862,0.6,229944,0.1,22994,4,0.5194,0.6196,85.25,0.0534,0.1934,0.2021,0.2675,critical 5318,Nigeria,2023,remote,Education,Director,224.39,4901457,0.6,1960582,0.1137,222945,10,0.555,0.7936,654.7,0.0711,0.3184,0.3465,0.339,critical 5319,Kenya,2023,remote,Education,Junior,53.87,1974393,0.3709,1242123,0.1685,209328,14,0.5554,0.8173,415.3,0.08,0.4235,0.7064,0.47,low 5320,DRC,2024,remote,Administration,Junior,105.0,592994,0.6,237197,0.1,23719,2,0.5784,0.6763,145.25,0.0646,0.2365,0.2254,0.2776,critical 5321,Mozambique,2021,rural,Administration,Director,30.47,341228,0.6,136491,0.1049,14314,6,0.4753,0.6446,234.25,0.0517,0.1884,0.1978,0.2765,critical 5322,DRC,2018,remote,Administration,Mid_Level,86.92,524360,0.6,209744,0.1,20974,4,0.5622,0.6807,144.76,0.0536,0.229,0.1628,0.2763,critical 5323,DRC,2022,capital,Education,Mid_Level,98.59,628872,0.4796,327246,0.1429,46776,4,0.4497,0.6086,144.86,0.0707,0.2207,0.2195,0.3111,critical 5324,Tanzania,2022,rural,Administration,Junior,63.15,1193730,0.4235,688172,0.1519,104545,8,0.5033,0.8181,194.75,0.0541,0.3786,0.3748,0.4002,low 5325,Kenya,2023,rural,Infrastructure,Junior,53.87,1999191,0.2171,1565151,0.238,372517,18,0.631,0.891,518.57,0.089,0.4415,0.6231,0.5403,moderate 5326,Uganda,2022,rural,Education,Mid_Level,46.01,343339,0.4749,180290,0.1358,24476,6,0.514,0.7563,230.71,0.0706,0.3683,0.3846,0.369,low 5327,Ethiopia,2025,urban,Security,Mid_Level,129.15,1723045,0.4609,928922,0.1327,123293,4,0.4875,0.6363,136.61,0.065,0.1853,0.1645,0.3084,critical 5328,Botswana,2019,urban,Agriculture,Mid_Level,2.41,118772,0.1896,96253,0.3962,38135,29,0.6449,0.8701,579.36,0.0801,0.5514,0.6846,0.6283,moderate 5329,Ethiopia,2025,rural,Education,Senior,129.15,1401082,0.6,560432,0.126,70590,4,0.5723,0.7033,166.75,0.0693,0.2207,0.1853,0.2876,critical 5330,DRC,2021,remote,Security,Mid_Level,95.53,612160,0.6,244864,0.1,24486,4,0.5296,0.7116,123.92,0.0527,0.1829,0.215,0.2815,critical 5331,Ethiopia,2022,remote,Social_Services,Junior,119.93,1652082,0.6,660832,0.1,66083,4,0.5392,0.5908,104.81,0.0612,0.2389,0.2295,0.2705,critical 5332,Tanzania,2018,rural,Health,Director,56.11,1060032,0.3397,699958,0.1796,125703,6,0.4765,0.6863,577.57,0.0522,0.4017,0.4056,0.4086,low 5333,Tanzania,2024,urban,Education,Mid_Level,67.0,1306362,0.3124,898226,0.2143,192486,7,0.5275,0.7711,184.71,0.063,0.3984,0.3529,0.4338,low 5334,Kenya,2019,urban,Security,Mid_Level,49.57,1552383,0.2209,1209403,0.3108,375882,20,0.5386,0.9321,398.04,0.0949,0.4295,0.5884,0.5641,moderate 5335,Rwanda,2019,rural,Security,Mid_Level,12.43,422171,0.1882,342724,0.2255,77290,17,0.5547,0.7737,414.33,0.0703,0.4996,0.5952,0.5274,moderate 5336,Ghana,2018,rural,Health,Junior,30.01,762796,0.4288,435745,0.215,93665,14,0.5817,0.7196,263.27,0.0672,0.3163,0.4729,0.4184,low 5337,Ethiopia,2024,rural,Infrastructure,Mid_Level,126.0,1719867,0.5675,743822,0.1,74382,5,0.4966,0.6223,115.36,0.0629,0.1905,0.1974,0.2778,critical 5338,Botswana,2021,capital,Health,Junior,2.49,95977,0.1368,82851,0.4122,34147,29,0.5846,0.9068,468.81,0.0851,0.4866,0.7753,0.6536,high 5339,Tanzania,2023,rural,Education,Senior,65.05,1345026,0.3602,860492,0.1395,120001,11,0.578,0.6838,308.27,0.0662,0.3935,0.3303,0.3973,low 5340,Kenya,2018,capital,Administration,Director,48.55,1762551,0.1737,1456372,0.342,498105,19,0.6362,0.879,1385.93,0.0951,0.4409,0.7159,0.5871,moderate 5341,Ethiopia,2025,capital,Education,Junior,129.15,1716329,0.436,968053,0.1745,168900,5,0.5105,0.6087,87.27,0.0547,0.2402,0.2253,0.335,critical 5342,Rwanda,2019,capital,Infrastructure,Mid_Level,12.43,324946,0.119,286289,0.3679,105333,26,0.6129,0.8192,496.55,0.0852,0.4505,0.5282,0.598,moderate 5343,Ethiopia,2021,rural,Education,Junior,117.0,1328352,0.6,531340,0.128,68017,5,0.504,0.6663,154.41,0.0659,0.1829,0.1936,0.2821,critical 5344,South Africa,2019,capital,Security,Mid_Level,59.58,3144332,0.2235,2441633,0.3625,884984,25,0.5605,0.8015,633.43,0.0819,0.4357,0.7276,0.5838,moderate 5345,Rwanda,2022,rural,Agriculture,Senior,13.35,428888,0.2317,329494,0.2604,85785,21,0.5102,0.7724,610.31,0.0788,0.4176,0.6936,0.5366,moderate 5346,Kenya,2025,urban,Infrastructure,Director,56.15,1741742,0.1942,1403537,0.353,495456,13,0.6151,0.8342,1262.75,0.0904,0.5613,0.5269,0.5562,moderate 5347,Kenya,2020,capital,Finance,Junior,50.61,1674981,0.1885,1359257,0.3665,498185,22,0.5456,0.9307,440.84,0.0937,0.5264,0.6271,0.6045,moderate 5348,Kenya,2025,capital,Justice,Mid_Level,56.15,1723942,0.1645,1440354,0.3308,476468,14,0.6283,0.7913,517.75,0.0815,0.495,0.5559,0.5504,moderate 5349,South Africa,2021,remote,Education,Junior,60.54,3640554,0.4997,1821247,0.1922,350127,24,0.6808,0.7945,415.47,0.0811,0.52,0.731,0.4774,low 5350,Senegal,2021,capital,Health,Senior,16.62,372486,0.1774,306395,0.2845,87178,11,0.5319,0.8038,328.41,0.0662,0.3322,0.4092,0.499,low 5351,Nigeria,2025,rural,Agriculture,Mid_Level,235.75,4991808,0.5044,2474017,0.1829,452394,11,0.5176,0.7113,235.36,0.0605,0.3828,0.4038,0.3825,low 5352,South Africa,2020,urban,Health,Mid_Level,60.06,3199719,0.2658,2349320,0.3844,903043,20,0.5909,0.8806,641.18,0.0872,0.4452,0.6327,0.5695,moderate 5353,South Africa,2019,capital,Social_Services,Junior,59.58,2936440,0.2266,2270973,0.3445,782451,14,0.5842,0.8023,357.94,0.0876,0.5558,0.5503,0.5454,moderate 5354,Uganda,2021,capital,Health,Junior,44.58,388964,0.3326,259605,0.1845,47903,7,0.582,0.7268,242.28,0.0521,0.4016,0.4746,0.4271,low 5355,Tanzania,2024,capital,Education,Junior,67.0,1067437,0.2557,794546,0.2294,182249,11,0.581,0.6868,182.72,0.0708,0.3819,0.3263,0.4448,low 5356,Kenya,2024,urban,Justice,Mid_Level,55.0,2030479,0.1884,1647889,0.3098,510538,14,0.5388,0.7809,548.45,0.0659,0.4601,0.5464,0.5331,moderate 5357,Senegal,2023,urban,Education,Mid_Level,17.53,346403,0.281,249057,0.2351,58542,12,0.6213,0.6937,276.55,0.0482,0.3971,0.3742,0.4497,low 5358,South Africa,2020,urban,ICT,Junior,60.06,3575847,0.2974,2512342,0.3834,963251,15,0.5868,0.8296,491.84,0.0689,0.5602,0.5891,0.5484,moderate 5359,Nigeria,2024,capital,Social_Services,Senior,230.0,4270100,0.3081,2954508,0.2367,699344,8,0.5509,0.7838,422.84,0.0681,0.3726,0.3812,0.4451,low 5360,Tanzania,2025,remote,Finance,Executive,69.01,1422219,0.5432,649639,0.1285,83446,6,0.4879,0.6934,791.93,0.0667,0.319,0.3805,0.3353,critical 5361,Senegal,2021,capital,Social_Services,Senior,16.62,312844,0.224,242778,0.2767,67187,11,0.5046,0.7004,281.99,0.0653,0.3492,0.418,0.4725,low 5362,Nigeria,2022,rural,Security,Junior,218.92,4625247,0.4097,2730352,0.1442,393705,11,0.5851,0.7879,231.36,0.0666,0.3279,0.3677,0.3989,low 5363,Ghana,2020,rural,Education,Junior,31.29,725699,0.3541,468708,0.1854,86875,14,0.4855,0.7734,222.07,0.0524,0.322,0.3518,0.4262,low 5364,Kenya,2024,capital,Social_Services,Junior,55.0,1638415,0.1445,1401676,0.3227,452275,21,0.6001,0.8805,474.4,0.0728,0.511,0.6707,0.5973,moderate 5365,Ghana,2018,rural,Security,Junior,30.01,714773,0.4014,427871,0.1884,80614,10,0.5861,0.8227,202.72,0.0571,0.2978,0.3977,0.4147,low 5366,Uganda,2020,rural,Administration,Junior,43.2,383313,0.4784,199921,0.1319,26376,9,0.5143,0.6775,182.77,0.0561,0.3904,0.3342,0.36,low 5367,Senegal,2019,remote,Finance,Senior,15.76,334485,0.408,198026,0.1524,30183,14,0.5002,0.7765,357.95,0.0516,0.3002,0.4012,0.4077,low 5368,Tanzania,2018,remote,Education,Junior,56.11,1078598,0.4965,543053,0.1133,61513,9,0.4874,0.7486,319.47,0.0668,0.3326,0.466,0.3688,low 5369,DRC,2024,urban,Administration,Mid_Level,105.0,711803,0.5507,319792,0.1015,32467,3,0.5117,0.5882,139.33,0.0554,0.1805,0.2119,0.2727,critical 5370,Nigeria,2022,capital,Education,Mid_Level,218.92,3920064,0.2408,2976215,0.2898,862442,8,0.5944,0.7371,319.42,0.0583,0.3762,0.4745,0.4779,low 5371,Uganda,2020,capital,Finance,Senior,43.2,352230,0.4083,208422,0.1953,40705,5,0.4765,0.7093,337.93,0.0555,0.3221,0.3395,0.3818,low 5372,Kenya,2022,rural,Administration,Junior,52.76,1935563,0.273,1407199,0.2498,351514,19,0.5212,0.8103,537.35,0.088,0.4281,0.6881,0.5249,moderate 5373,South Africa,2019,remote,ICT,Senior,59.58,3499189,0.5064,1727357,0.1769,305517,20,0.5163,0.8426,572.09,0.0861,0.4276,0.7435,0.4611,low 5374,Botswana,2024,remote,Health,Senior,2.6,109728,0.2767,79368,0.2168,17203,17,0.632,0.9138,775.18,0.0775,0.5473,0.7052,0.5398,moderate 5375,Senegal,2018,urban,Finance,Senior,15.34,376252,0.2472,283229,0.2177,61669,11,0.5375,0.7384,483.97,0.0719,0.3405,0.4695,0.4619,low 5376,Rwanda,2019,capital,Security,Mid_Level,12.43,400538,0.1215,351860,0.3509,123481,27,0.6082,0.8137,500.24,0.0827,0.4974,0.6671,0.6134,moderate 5377,Senegal,2021,urban,Health,Junior,16.62,369289,0.2779,266673,0.2675,71339,11,0.5668,0.8215,320.09,0.0719,0.2992,0.4218,0.4702,low 5378,Botswana,2023,capital,Education,Junior,2.56,111281,0.164,93025,0.3643,33888,22,0.5329,0.9218,400.84,0.0804,0.4671,0.6299,0.603,moderate 5379,Botswana,2021,remote,Security,Junior,2.49,123136,0.3207,83643,0.1784,14922,22,0.5233,0.8598,461.21,0.0661,0.5126,0.5807,0.5077,moderate 5380,Rwanda,2024,remote,Education,Junior,14.0,362868,0.268,265618,0.1944,51638,19,0.5186,0.8916,541.43,0.0704,0.4417,0.5383,0.5108,moderate 5381,Ghana,2018,urban,Health,Junior,30.01,834524,0.2213,649818,0.2935,190717,11,0.5296,0.8209,260.27,0.0489,0.3809,0.4087,0.4976,low 5382,Mozambique,2024,capital,Education,Director,33.0,323056,0.3856,198472,0.1577,31297,6,0.5634,0.614,375.75,0.0493,0.21,0.2398,0.3451,critical 5383,Ethiopia,2023,rural,ICT,Junior,122.93,1440772,0.6,576308,0.1181,68036,4,0.5899,0.6837,154.37,0.062,0.179,0.2378,0.2837,critical 5384,DRC,2024,rural,Health,Senior,105.0,655959,0.5769,277553,0.1,27755,5,0.5334,0.6774,197.07,0.0604,0.2221,0.1757,0.2847,critical 5385,Rwanda,2020,rural,Education,Junior,12.73,336536,0.2532,251327,0.2189,55021,26,0.5857,0.8239,400.46,0.0959,0.459,0.6231,0.5382,moderate 5386,South Africa,2019,urban,Health,Mid_Level,59.58,3160581,0.2716,2302066,0.295,679138,22,0.5079,0.921,588.03,0.068,0.4983,0.7688,0.5757,moderate 5387,DRC,2019,capital,Finance,Junior,89.7,583010,0.5591,257030,0.1241,31896,5,0.4717,0.7043,107.29,0.0696,0.2355,0.1879,0.3017,critical 5388,Botswana,2018,urban,Finance,Executive,2.38,113091,0.1992,90563,0.3857,34929,21,0.6172,0.8125,2302.76,0.0849,0.5262,0.5594,0.5796,moderate 5389,DRC,2022,capital,Education,Senior,98.59,576874,0.3936,349834,0.1408,49263,3,0.5116,0.6468,169.1,0.0481,0.1945,0.1724,0.328,critical 5390,Kenya,2019,capital,Social_Services,Junior,49.57,1648098,0.1857,1341967,0.2897,388797,17,0.5618,0.9109,384.82,0.0659,0.4381,0.6438,0.5633,moderate 5391,Senegal,2018,rural,Social_Services,Mid_Level,15.34,323165,0.3171,220692,0.1654,36492,13,0.5228,0.8038,319.89,0.0541,0.3876,0.4538,0.4493,low 5392,Botswana,2022,rural,Finance,Mid_Level,2.52,110355,0.3023,76996,0.2714,20894,18,0.6012,0.8939,608.4,0.0644,0.5264,0.6579,0.5398,moderate 5393,Botswana,2023,urban,Education,Junior,2.56,109058,0.2008,87159,0.3152,27475,28,0.5935,0.7757,614.59,0.0698,0.4251,0.5404,0.5615,moderate 5394,Kenya,2022,capital,Social_Services,Mid_Level,52.76,1723691,0.1861,1402969,0.3808,534191,21,0.5203,0.9132,459.87,0.0763,0.4906,0.7197,0.6092,moderate 5395,Rwanda,2021,rural,Health,Junior,13.04,443707,0.2091,350930,0.2512,88144,18,0.4914,0.774,560.43,0.0658,0.505,0.5852,0.5306,moderate 5396,Uganda,2019,rural,Infrastructure,Senior,41.86,357706,0.5017,178241,0.1243,22158,8,0.5077,0.6998,391.43,0.0639,0.3275,0.4355,0.3569,low 5397,Ghana,2018,rural,Health,Mid_Level,30.01,735764,0.3099,507775,0.1678,85225,15,0.6238,0.7305,273.9,0.0689,0.3069,0.401,0.4324,low 5398,Mozambique,2021,urban,Education,Director,30.47,322464,0.4535,176222,0.1447,25503,5,0.5649,0.682,288.53,0.0515,0.1846,0.2236,0.3284,critical 5399,Kenya,2023,urban,Health,Senior,53.87,1805736,0.2249,1399600,0.3264,456842,22,0.5118,0.8744,881.65,0.0733,0.5248,0.5974,0.5738,moderate 5400,Tanzania,2023,rural,Administration,Director,65.05,1345390,0.4267,771303,0.1605,123804,9,0.5758,0.7974,546.6,0.065,0.3177,0.3365,0.391,low 5401,Kenya,2024,urban,Finance,Junior,55.0,1783886,0.2095,1410194,0.2697,380288,19,0.5739,0.8722,359.48,0.076,0.4752,0.6702,0.5579,moderate 5402,Rwanda,2025,rural,Social_Services,Senior,14.34,390806,0.2172,305936,0.2518,77029,25,0.6809,0.8531,771.53,0.0678,0.4281,0.5353,0.5455,moderate 5403,Tanzania,2019,rural,Health,Junior,57.79,1075508,0.4528,588558,0.1348,79357,9,0.4864,0.8122,237.78,0.0635,0.3431,0.4509,0.3942,low 5404,Mozambique,2021,remote,Education,Mid_Level,30.47,267052,0.6,106820,0.1,10682,5,0.4512,0.6172,103.5,0.063,0.189,0.2343,0.2724,critical 5405,Rwanda,2020,remote,Finance,Mid_Level,12.73,402417,0.2464,303280,0.1734,52593,20,0.6469,0.9157,457.94,0.0771,0.461,0.5977,0.525,moderate 5406,Kenya,2018,urban,Justice,Junior,48.55,1700228,0.1638,1421762,0.32,454977,15,0.5008,0.7669,478.08,0.0854,0.4518,0.5637,0.5431,moderate 5407,Mozambique,2022,rural,Education,Senior,31.29,321985,0.6,128794,0.1136,14633,6,0.4913,0.6731,171.47,0.0524,0.1895,0.1723,0.2805,critical 5408,Rwanda,2021,urban,ICT,Mid_Level,13.04,359709,0.1837,293621,0.3703,108742,23,0.6595,0.8915,444.83,0.0642,0.5191,0.771,0.6169,moderate 5409,Ethiopia,2019,remote,Education,Mid_Level,111.37,1357472,0.6,542988,0.1,54298,4,0.4991,0.6096,132.31,0.0597,0.2008,0.1786,0.2644,critical 5410,Ethiopia,2023,remote,Security,Junior,122.93,1266211,0.6,506484,0.1,50648,3,0.5469,0.6149,105.52,0.0636,0.1904,0.1857,0.2624,critical 5411,Ethiopia,2023,urban,Health,Junior,122.93,1493374,0.5667,647083,0.1551,100343,6,0.5879,0.6991,116.2,0.0616,0.2185,0.1607,0.3049,critical 5412,Rwanda,2018,remote,Finance,Senior,12.14,323041,0.2438,244273,0.1527,37303,28,0.5677,0.8995,875.54,0.0673,0.4585,0.6593,0.5439,moderate 5413,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,961991,0.3471,628036,0.1743,109474,9,0.5159,0.6924,307.16,0.061,0.3783,0.479,0.4189,low 5414,South Africa,2021,rural,Security,Junior,60.54,2838527,0.275,2058058,0.2767,569481,25,0.5797,0.8557,408.79,0.0889,0.4196,0.5551,0.5388,moderate 5415,Senegal,2025,urban,Infrastructure,Junior,18.49,367343,0.2631,270709,0.2762,74778,11,0.5057,0.8024,219.21,0.0676,0.3875,0.4561,0.4855,low 5416,Mozambique,2023,remote,Administration,Director,32.13,314473,0.6,125789,0.1,12578,4,0.5288,0.6749,274.2,0.0547,0.1878,0.1633,0.2713,critical 5417,Kenya,2025,urban,Education,Junior,56.15,1807333,0.2046,1437559,0.2844,408846,15,0.6418,0.8658,380.71,0.0881,0.4281,0.6028,0.5404,moderate 5418,Tanzania,2020,rural,Health,Mid_Level,59.53,1080548,0.37,680780,0.1559,106152,8,0.6077,0.7757,219.38,0.0671,0.3447,0.3354,0.4009,low 5419,Nigeria,2019,rural,Health,Senior,203.29,3653456,0.4267,2094550,0.1708,357824,12,0.4735,0.7699,374.48,0.0589,0.3225,0.3213,0.3959,low 5420,Mozambique,2024,rural,Health,Mid_Level,33.0,313778,0.4857,161388,0.1,16138,4,0.5113,0.6035,109.41,0.057,0.1831,0.2094,0.2934,critical 5421,Nigeria,2022,rural,Social_Services,Junior,218.92,4386364,0.4997,2194472,0.1606,352522,10,0.5499,0.7138,254.95,0.0538,0.3131,0.4476,0.3734,low 5422,Rwanda,2024,rural,Agriculture,Junior,14.0,423881,0.255,315780,0.2639,83320,29,0.6519,0.8509,481.65,0.0829,0.4861,0.6273,0.5637,moderate 5423,Senegal,2022,remote,Education,Junior,17.07,336869,0.4373,189566,0.1493,28306,12,0.5322,0.7598,181.96,0.0592,0.3758,0.4467,0.4042,low 5424,Tanzania,2022,rural,Education,Junior,63.15,1142264,0.474,600783,0.1752,105238,11,0.5613,0.8181,258.9,0.0585,0.3667,0.4086,0.403,low 5425,Ethiopia,2023,urban,ICT,Director,122.93,1609203,0.3845,990433,0.1431,141698,6,0.5729,0.6179,312.99,0.0486,0.2307,0.1995,0.3403,critical 5426,Mozambique,2021,capital,Health,Director,30.47,325758,0.3474,212576,0.1296,27557,6,0.582,0.6461,329.89,0.0709,0.209,0.225,0.3509,low 5427,DRC,2020,capital,Social_Services,Director,92.57,481747,0.5087,236695,0.1339,31682,4,0.543,0.6918,342.1,0.0572,0.1869,0.2316,0.3119,critical 5428,Uganda,2025,capital,Security,Junior,50.57,429816,0.3188,292784,0.2401,70292,8,0.5643,0.7078,210.75,0.0613,0.3144,0.3708,0.425,low 5429,Uganda,2025,urban,Education,Senior,50.57,424969,0.3971,256225,0.2081,53322,6,0.4621,0.7184,333.63,0.0696,0.3992,0.3287,0.3983,low 5430,South Africa,2025,rural,Education,Mid_Level,62.5,3297124,0.3018,2301966,0.2431,559566,15,0.5701,0.8227,488.58,0.0799,0.4937,0.5678,0.5024,moderate 5431,Botswana,2018,urban,Education,Junior,2.38,103008,0.2259,79734,0.3827,30513,25,0.6619,0.88,482.11,0.0918,0.4614,0.5862,0.5884,moderate 5432,Rwanda,2020,urban,Justice,Junior,12.73,384667,0.1685,319849,0.3652,116792,23,0.588,0.882,399.66,0.077,0.4212,0.5205,0.5831,moderate 5433,South Africa,2021,rural,Education,Mid_Level,60.54,3180707,0.3324,2123425,0.2605,553114,25,0.6092,0.9093,450.51,0.0729,0.4282,0.6718,0.5409,moderate 5434,Ethiopia,2023,rural,Social_Services,Junior,122.93,1548155,0.6,619262,0.1058,65529,4,0.5503,0.7008,127.23,0.0639,0.2374,0.2192,0.2872,critical 5435,Nigeria,2019,rural,Health,Junior,203.29,4615707,0.3802,2860936,0.1846,528002,11,0.5856,0.7592,288.72,0.0709,0.3754,0.3712,0.4171,low 5436,Uganda,2025,urban,Health,Director,50.57,394046,0.3643,250495,0.2006,50242,9,0.5913,0.7126,704.78,0.0541,0.3513,0.3425,0.4078,low 5437,Ghana,2020,remote,Finance,Mid_Level,31.29,767727,0.3603,491101,0.1538,75532,11,0.5051,0.7044,247.91,0.0695,0.3333,0.4105,0.4059,low 5438,Mozambique,2018,rural,Justice,Junior,28.12,276139,0.4768,144483,0.1135,16401,6,0.4674,0.6817,140.06,0.0528,0.2071,0.1955,0.3167,critical 5439,Ethiopia,2020,remote,Security,Senior,114.15,1382098,0.6,552839,0.1,55283,4,0.515,0.6489,130.7,0.0621,0.1795,0.1754,0.2678,critical 5440,Mozambique,2020,remote,Education,Junior,29.66,309667,0.6,123866,0.1,12386,4,0.5876,0.5901,130.98,0.0481,0.2306,0.2136,0.2679,critical 5441,Kenya,2025,remote,ICT,Junior,56.15,2015767,0.3708,1268342,0.149,189024,14,0.5407,0.9094,594.83,0.0901,0.4569,0.7191,0.4836,low 5442,Rwanda,2018,remote,Infrastructure,Mid_Level,12.14,416062,0.2608,307550,0.166,51054,22,0.5161,0.88,648.82,0.0919,0.5586,0.5748,0.5266,moderate 5443,Senegal,2018,urban,Agriculture,Mid_Level,15.34,366102,0.1989,293273,0.2543,74582,9,0.4978,0.7926,309.14,0.0623,0.2995,0.3724,0.4724,low 5444,DRC,2025,rural,Social_Services,Mid_Level,108.36,639772,0.6,255908,0.1,25590,5,0.5254,0.7095,140.43,0.0666,0.238,0.1712,0.2848,critical 5445,Ethiopia,2018,capital,Agriculture,Senior,108.65,1128514,0.4215,652809,0.1744,113832,5,0.4874,0.6164,128.44,0.0518,0.1793,0.199,0.331,critical 5446,Rwanda,2023,urban,Security,Junior,13.67,418313,0.1428,358577,0.3375,121025,29,0.6415,0.8322,465.94,0.0819,0.5477,0.6907,0.6198,moderate 5447,Tanzania,2018,rural,Health,Junior,56.11,972912,0.4156,568536,0.1726,98134,7,0.5493,0.7618,266.5,0.0485,0.3512,0.4698,0.4031,low 5448,Tanzania,2019,rural,Security,Executive,57.79,983445,0.4518,539135,0.1463,78858,8,0.5291,0.7803,848.6,0.0561,0.3999,0.4245,0.3931,low 5449,South Africa,2022,capital,ICT,Senior,61.02,3696976,0.2131,2909287,0.3356,976494,22,0.6298,0.913,528.24,0.0828,0.4374,0.6445,0.5808,moderate 5450,Mozambique,2025,rural,Education,Mid_Level,33.89,337019,0.5652,146524,0.1,14652,6,0.5417,0.5968,93.29,0.0591,0.2124,0.1753,0.277,critical 5451,Kenya,2024,rural,Education,Senior,55.0,1974479,0.2502,1480371,0.2461,364275,17,0.5573,0.7677,894.57,0.0728,0.4592,0.7372,0.5263,moderate 5452,Kenya,2018,remote,Education,Junior,48.55,1800835,0.3187,1226860,0.1565,191944,13,0.5242,0.9303,389.34,0.094,0.5009,0.6954,0.5011,moderate 5453,Kenya,2024,capital,ICT,Senior,55.0,2099417,0.1746,1732756,0.3458,599175,18,0.503,0.7979,870.91,0.0798,0.4438,0.7429,0.5761,moderate 5454,Rwanda,2019,remote,Justice,Senior,12.43,373641,0.2702,272670,0.1563,42615,31,0.6033,0.862,557.66,0.0703,0.5444,0.6335,0.5461,moderate 5455,Mozambique,2021,urban,ICT,Mid_Level,30.47,304079,0.5106,148812,0.1417,21090,7,0.4741,0.6384,123.39,0.0523,0.2185,0.219,0.3148,critical 5456,Botswana,2019,urban,Administration,Mid_Level,2.41,114987,0.2113,90684,0.3386,30704,25,0.6695,0.927,379.67,0.0707,0.4174,0.623,0.5874,moderate 5457,South Africa,2020,urban,Education,Mid_Level,60.06,3621948,0.2156,2841131,0.3168,900175,16,0.645,0.8638,443.62,0.0762,0.536,0.7156,0.57,moderate 5458,DRC,2021,urban,ICT,Senior,95.53,488327,0.542,223647,0.1,22364,4,0.5846,0.5876,159.06,0.0601,0.1946,0.1697,0.2741,critical 5459,South Africa,2020,urban,Education,Executive,60.06,3623743,0.2702,2644682,0.3002,793917,14,0.5893,0.8786,1615.81,0.0923,0.5223,0.5726,0.5338,moderate 5460,Nigeria,2025,rural,Administration,Senior,235.75,4012607,0.4569,2179282,0.1479,322339,9,0.5036,0.7519,452.96,0.0515,0.3465,0.4566,0.3884,low 5461,Senegal,2021,urban,Agriculture,Junior,16.62,360552,0.2455,272053,0.2258,61417,9,0.4723,0.809,182.36,0.0694,0.3983,0.412,0.47,low 5462,Kenya,2025,urban,Health,Junior,56.15,2243235,0.2279,1732032,0.3526,610770,16,0.5178,0.8102,597.84,0.0705,0.5059,0.7539,0.5687,moderate 5463,Tanzania,2024,urban,Education,Mid_Level,67.0,1183400,0.2702,863611,0.1906,164584,7,0.4711,0.6844,309.37,0.0638,0.3988,0.4395,0.4341,low 5464,Kenya,2023,urban,Agriculture,Junior,53.87,1978266,0.214,1554823,0.307,477328,19,0.629,0.8357,448.04,0.0734,0.5452,0.7714,0.5778,moderate 5465,Mozambique,2024,rural,Social_Services,Senior,33.0,310214,0.5216,148402,0.112,16625,7,0.494,0.6204,230.18,0.0618,0.2261,0.1633,0.2971,critical 5466,Senegal,2022,urban,Education,Junior,17.07,415205,0.1963,333706,0.261,87104,11,0.5237,0.8092,288.93,0.0625,0.3414,0.4663,0.4958,low 5467,Kenya,2025,rural,Finance,Executive,56.15,1696968,0.3077,1174741,0.2103,247096,17,0.4974,0.8443,1675.37,0.0741,0.4997,0.7728,0.522,moderate 5468,Ghana,2019,urban,Education,Mid_Level,30.64,712690,0.2368,543953,0.2818,153283,10,0.5502,0.6831,282.72,0.048,0.3688,0.3432,0.4599,low 5469,Senegal,2023,capital,Education,Mid_Level,17.53,399378,0.1978,320367,0.2654,85015,9,0.4575,0.7592,323.47,0.0603,0.3366,0.3992,0.4768,low 5470,Botswana,2023,capital,Finance,Junior,2.56,120368,0.1984,96490,0.3709,35787,21,0.5439,0.8308,487.76,0.0889,0.4991,0.6503,0.5852,moderate 5471,DRC,2018,capital,Social_Services,Senior,86.92,465046,0.5529,207918,0.1441,29963,4,0.5104,0.6138,221.93,0.0565,0.1936,0.2061,0.2898,critical 5472,Mozambique,2025,remote,Social_Services,Junior,33.89,365776,0.6,146310,0.1,14631,6,0.5344,0.6947,121.69,0.0539,0.2069,0.2279,0.2877,critical 5473,Ghana,2018,urban,Social_Services,Mid_Level,30.01,726452,0.293,513595,0.2787,143152,12,0.5038,0.8132,187.64,0.0646,0.3678,0.3408,0.4693,low 5474,Ghana,2018,urban,Health,Director,30.01,831234,0.3184,566560,0.3092,175205,10,0.5838,0.7435,453.69,0.0604,0.3061,0.4778,0.4626,low 5475,Tanzania,2024,rural,Health,Junior,67.0,1121915,0.4485,618730,0.1606,99343,9,0.4763,0.7441,244.75,0.0715,0.3788,0.3415,0.3842,low 5476,Rwanda,2021,rural,Justice,Mid_Level,13.04,429143,0.2139,337359,0.2023,68240,29,0.7073,0.8123,549.8,0.077,0.4762,0.7585,0.5649,moderate 5477,Rwanda,2025,capital,Security,Junior,14.34,434081,0.1613,364050,0.3235,117780,22,0.6664,0.836,373.01,0.0773,0.4829,0.7225,0.5915,moderate 5478,Rwanda,2020,capital,Justice,Junior,12.73,328265,0.1631,274710,0.4022,110482,31,0.6466,0.8098,610.15,0.0697,0.5266,0.7468,0.6361,moderate 5479,Senegal,2025,rural,ICT,Junior,18.49,350335,0.3579,224950,0.206,46330,8,0.512,0.8229,305.77,0.0579,0.391,0.3922,0.4338,low 5480,South Africa,2020,urban,Education,Mid_Level,60.06,2983057,0.2573,2215576,0.3749,830561,24,0.5138,0.8884,616.54,0.0876,0.4504,0.7141,0.5891,moderate 5481,Nigeria,2024,capital,Administration,Junior,230.0,5216114,0.2999,3651562,0.224,817882,11,0.555,0.7894,219.82,0.0494,0.3156,0.3964,0.4481,low 5482,Botswana,2018,rural,Infrastructure,Junior,2.38,116595,0.2675,85403,0.2728,23295,25,0.6167,0.7666,514.13,0.0721,0.5295,0.6931,0.5511,moderate 5483,Nigeria,2022,urban,Education,Mid_Level,218.92,4764804,0.323,3225787,0.2207,711847,12,0.5975,0.6845,216.52,0.0685,0.3767,0.351,0.4299,low 5484,Uganda,2021,capital,Agriculture,Junior,44.58,331357,0.3,231934,0.2367,54905,6,0.5274,0.702,194.2,0.0481,0.3061,0.4047,0.4256,low 5485,Kenya,2022,capital,Administration,Junior,52.76,2016696,0.1807,1652294,0.3102,512484,13,0.4982,0.8797,574.64,0.0693,0.5617,0.7577,0.5788,moderate 5486,Senegal,2019,urban,ICT,Executive,15.76,337353,0.2758,244298,0.2775,67793,13,0.5801,0.7377,1002.79,0.0651,0.3247,0.4336,0.4694,low 5487,DRC,2022,rural,Social_Services,Director,98.59,557019,0.6,222807,0.1,22280,3,0.5346,0.6701,357.63,0.0577,0.2296,0.1796,0.2739,critical 5488,Mozambique,2021,rural,Agriculture,Junior,30.47,291191,0.5342,135630,0.115,15591,7,0.5062,0.6872,123.76,0.0575,0.2278,0.2362,0.3122,critical 5489,Uganda,2020,capital,ICT,Mid_Level,43.2,316103,0.2892,224677,0.2203,49491,8,0.4879,0.7714,198.16,0.0577,0.3302,0.4582,0.4473,low 5490,Senegal,2020,urban,Justice,Junior,16.18,379347,0.199,303866,0.2136,64898,10,0.6142,0.6994,220.62,0.0643,0.3912,0.3992,0.4626,low 5491,Tanzania,2021,urban,Education,Junior,61.31,978308,0.3249,660414,0.2146,141723,10,0.5641,0.6755,250.56,0.0612,0.3119,0.473,0.4272,low 5492,Tanzania,2024,remote,Agriculture,Senior,67.0,1090346,0.5652,474131,0.1324,62789,6,0.5461,0.6892,408.06,0.0695,0.3164,0.399,0.3318,critical 5493,DRC,2018,rural,Health,Executive,86.92,493442,0.6,197376,0.1,19737,4,0.5141,0.683,585.34,0.0674,0.2009,0.1917,0.2767,critical 5494,Senegal,2022,rural,Education,Junior,17.07,368564,0.3649,234093,0.1672,39134,10,0.5034,0.7665,317.77,0.0523,0.3793,0.4263,0.4211,low 5495,Rwanda,2025,capital,Administration,Senior,14.34,482422,0.1585,405980,0.3296,133831,23,0.5225,0.7654,951.17,0.0905,0.4285,0.6382,0.5718,moderate 5496,Ghana,2020,urban,Administration,Executive,31.29,763908,0.304,531704,0.2425,128927,14,0.4811,0.7263,1041.21,0.0495,0.3099,0.371,0.4467,low 5497,Mozambique,2021,urban,Education,Junior,30.47,268211,0.4182,156055,0.127,19818,6,0.4812,0.6097,110.48,0.0505,0.1811,0.2212,0.3239,critical 5498,Ethiopia,2019,rural,Education,Junior,111.37,1199303,0.5619,525391,0.1144,60117,5,0.4867,0.6123,108.72,0.0501,0.2118,0.2259,0.2862,critical 5499,Ethiopia,2023,capital,Education,Mid_Level,122.93,1656635,0.3646,1052582,0.1465,154241,5,0.5293,0.7127,122.96,0.0484,0.2207,0.1764,0.3546,low 5500,Rwanda,2024,urban,Social_Services,Junior,14.0,432177,0.1751,356501,0.2791,99494,24,0.6282,0.8709,381.91,0.0651,0.4484,0.5824,0.5697,moderate 5501,Uganda,2022,capital,Education,Junior,46.01,405183,0.3391,267780,0.2239,59958,8,0.5652,0.6919,285.84,0.0684,0.3369,0.462,0.4249,low 5502,Ghana,2023,rural,Infrastructure,Junior,33.3,787823,0.403,470339,0.216,101573,11,0.5655,0.7835,207.17,0.0631,0.3331,0.3637,0.4179,low 5503,DRC,2020,urban,Infrastructure,Junior,92.57,591948,0.6,236779,0.125,29586,4,0.5442,0.7017,126.63,0.0493,0.1973,0.1865,0.2849,critical 5504,South Africa,2025,rural,Finance,Junior,62.5,3771075,0.3783,2344379,0.2297,538518,19,0.5286,0.9333,521.62,0.0666,0.4622,0.6581,0.5124,moderate 5505,Botswana,2022,capital,Security,Junior,2.52,130022,0.1898,105342,0.3968,41802,20,0.5237,0.7793,576.41,0.0924,0.4899,0.7528,0.5929,moderate 5506,Mozambique,2025,rural,Education,Senior,33.89,310329,0.6,124131,0.1,12413,5,0.4608,0.6218,180.45,0.0573,0.2181,0.1893,0.2715,critical 5507,Senegal,2022,rural,Administration,Senior,17.07,348956,0.3202,237205,0.1577,37398,9,0.5029,0.8182,432.57,0.0695,0.3289,0.4574,0.4332,low 5508,DRC,2024,capital,Education,Mid_Level,105.0,597143,0.4323,338982,0.1446,49008,3,0.4887,0.6314,128.51,0.0635,0.233,0.2126,0.3248,critical 5509,Kenya,2025,urban,Infrastructure,Senior,56.15,1796372,0.2134,1413037,0.2988,422210,13,0.5219,0.8725,948.81,0.0817,0.4772,0.7527,0.5577,moderate 5510,DRC,2019,capital,Education,Junior,89.7,525205,0.4303,299212,0.1142,34166,3,0.4734,0.6552,84.12,0.0628,0.2229,0.2172,0.3208,critical 5511,DRC,2022,rural,Agriculture,Junior,98.59,523127,0.6,209250,0.1,20925,3,0.4781,0.6125,88.76,0.0702,0.1991,0.2319,0.2675,critical 5512,Ghana,2025,urban,Finance,Junior,34.71,903788,0.2391,687693,0.2564,176322,10,0.5197,0.6862,254.35,0.0502,0.3798,0.3872,0.459,low 5513,Mozambique,2023,capital,Agriculture,Junior,32.13,329005,0.3721,206577,0.1578,32607,4,0.5782,0.6477,132.45,0.0542,0.2241,0.2352,0.3495,critical 5514,Nigeria,2025,rural,Finance,Junior,235.75,4383870,0.4954,2212008,0.1571,347436,8,0.4959,0.7231,256.73,0.0647,0.3384,0.3818,0.3659,low 5515,Rwanda,2024,capital,Agriculture,Mid_Level,14.0,414942,0.1672,345578,0.3011,104058,29,0.599,0.9051,485.66,0.0698,0.4995,0.7731,0.619,moderate 5516,Nigeria,2018,remote,Security,Senior,198.33,4353053,0.4776,2273931,0.1221,277699,10,0.5915,0.72,479.37,0.049,0.3575,0.4238,0.3723,low 5517,Ghana,2022,capital,Finance,Junior,32.62,826168,0.2271,638524,0.3228,206090,9,0.5242,0.8038,273.32,0.0522,0.3823,0.3737,0.4926,low 5518,Mozambique,2022,rural,Health,Mid_Level,31.29,330148,0.6,132059,0.1061,14017,5,0.4779,0.6173,102.99,0.0567,0.1943,0.2374,0.2748,critical 5519,Botswana,2018,rural,Education,Mid_Level,2.38,101122,0.2925,71541,0.2338,16727,19,0.6557,0.8258,425.45,0.0735,0.4334,0.6083,0.5109,moderate 5520,South Africa,2020,capital,Health,Mid_Level,60.06,3361188,0.2465,2532734,0.3396,860137,21,0.6522,0.9313,618.22,0.0684,0.5567,0.6043,0.5816,moderate 5521,Uganda,2018,urban,Education,Mid_Level,40.56,371598,0.4418,207436,0.2028,42061,6,0.5585,0.7158,216.83,0.0584,0.3913,0.3547,0.3872,low 5522,Rwanda,2025,urban,Health,Mid_Level,14.34,452175,0.1922,365274,0.3059,111743,18,0.5624,0.8129,514.14,0.0822,0.4669,0.7678,0.5688,moderate 5523,DRC,2019,urban,Education,Mid_Level,89.7,544006,0.5844,226064,0.1012,22873,5,0.4506,0.6678,121.83,0.054,0.2023,0.1993,0.282,critical 5524,Mozambique,2018,urban,Finance,Mid_Level,28.12,279781,0.5139,135992,0.1545,21011,6,0.5989,0.6277,105.82,0.0591,0.2214,0.2165,0.3131,critical 5525,Ethiopia,2023,capital,Education,Junior,122.93,1446146,0.3971,871846,0.1764,153804,5,0.4917,0.6819,110.47,0.0488,0.2197,0.2231,0.3539,low 5526,Rwanda,2023,capital,Finance,Senior,13.67,357664,0.1696,297014,0.3041,90326,20,0.5997,0.8455,795.21,0.0785,0.539,0.7709,0.5915,moderate 5527,Botswana,2024,urban,Education,Mid_Level,2.6,127314,0.2107,100483,0.3151,31658,25,0.5465,0.8556,573.64,0.0946,0.4218,0.6052,0.5696,moderate 5528,Nigeria,2018,rural,Health,Junior,198.33,3486421,0.4878,1785597,0.1473,263095,9,0.4814,0.7697,196.64,0.0536,0.3875,0.3227,0.3738,low 5529,Botswana,2018,rural,Education,Junior,2.38,91200,0.2531,68118,0.2604,17739,27,0.5357,0.9347,366.62,0.0711,0.4371,0.7219,0.5754,moderate 5530,Ghana,2020,capital,Infrastructure,Junior,31.29,810241,0.2349,619927,0.2575,159606,15,0.5141,0.6762,262.37,0.0679,0.3492,0.4559,0.4751,low 5531,DRC,2018,urban,Security,Senior,86.92,455547,0.5642,198539,0.1248,24786,3,0.4579,0.651,172.72,0.0582,0.2332,0.1652,0.2852,critical 5532,Rwanda,2023,rural,Education,Mid_Level,13.67,420848,0.1957,338493,0.236,79897,18,0.6251,0.7745,437.39,0.0771,0.4899,0.6586,0.5361,moderate 5533,Nigeria,2022,remote,Finance,Mid_Level,218.92,3838757,0.6,1535502,0.1199,184065,10,0.6179,0.7886,235.78,0.0588,0.3128,0.421,0.3466,critical 5534,DRC,2022,rural,Education,Mid_Level,98.59,555781,0.6,222312,0.1,22231,4,0.4658,0.6613,143.43,0.0622,0.2166,0.2304,0.2789,critical 5535,Nigeria,2025,capital,Finance,Junior,235.75,4106469,0.284,2940134,0.2671,785258,12,0.601,0.678,234.25,0.0708,0.3556,0.4768,0.4607,low 5536,Tanzania,2020,urban,Finance,Senior,59.53,1004027,0.2896,713307,0.2341,166965,8,0.5173,0.8071,341.77,0.0611,0.3046,0.4721,0.4549,low 5537,Tanzania,2023,remote,Social_Services,Senior,65.05,1042704,0.4923,529332,0.1005,53198,9,0.6095,0.733,340.8,0.0549,0.3579,0.4647,0.3667,low 5538,Nigeria,2022,rural,Education,Junior,218.92,4032957,0.3774,2510826,0.1849,464289,11,0.4838,0.7557,268.77,0.0688,0.3123,0.3381,0.4078,low 5539,Ghana,2020,capital,Health,Senior,31.29,897975,0.2549,669094,0.3167,211891,12,0.5685,0.8026,461.83,0.0558,0.3812,0.3226,0.4862,low 5540,Botswana,2018,capital,Infrastructure,Junior,2.38,118901,0.1708,98591,0.3927,38719,26,0.6412,0.8932,447.11,0.074,0.4606,0.7255,0.6231,moderate 5541,Ethiopia,2021,capital,Infrastructure,Junior,117.0,1436467,0.4242,827129,0.1565,129428,6,0.5146,0.6542,135.42,0.0633,0.181,0.1994,0.3342,critical 5542,Mozambique,2025,remote,Health,Junior,33.89,316041,0.6,126416,0.1,12641,5,0.5505,0.6067,131.51,0.0492,0.1834,0.1915,0.266,critical 5543,Tanzania,2024,capital,Education,Mid_Level,67.0,1136027,0.212,895243,0.2374,212512,6,0.495,0.8099,264.0,0.0656,0.3142,0.4397,0.4682,low 5544,Tanzania,2019,remote,Security,Mid_Level,57.79,952983,0.4815,494143,0.1014,50086,8,0.4558,0.6759,202.13,0.0642,0.322,0.464,0.355,low 5545,Botswana,2022,urban,Finance,Junior,2.52,103689,0.1828,84731,0.3157,26749,21,0.5633,0.7723,532.52,0.0892,0.4446,0.6399,0.56,moderate 5546,Kenya,2025,rural,Education,Junior,56.15,1799826,0.2796,1296562,0.2468,320019,14,0.5798,0.8857,390.27,0.0669,0.4295,0.6371,0.5163,moderate 5547,Botswana,2020,urban,ICT,Junior,2.45,104576,0.2072,82912,0.4185,34702,24,0.6442,0.8038,406.21,0.0959,0.5584,0.6095,0.6002,moderate 5548,DRC,2024,urban,Health,Mid_Level,105.0,637264,0.4433,354735,0.1128,40031,4,0.4997,0.5907,151.44,0.0703,0.2344,0.2158,0.311,critical 5549,Ghana,2025,remote,Infrastructure,Mid_Level,34.71,898504,0.411,529182,0.1302,68893,15,0.5586,0.6879,316.84,0.0674,0.3654,0.4786,0.4049,low 5550,Tanzania,2024,capital,Security,Junior,67.0,1305337,0.2397,992456,0.2245,222835,10,0.4803,0.8166,194.03,0.0486,0.3002,0.4496,0.4687,low 5551,Nigeria,2021,urban,Social_Services,Mid_Level,213.58,4857098,0.2705,3543068,0.2076,735590,11,0.6118,0.7809,219.72,0.0682,0.3206,0.3902,0.45,low 5552,Rwanda,2024,urban,Social_Services,Mid_Level,14.0,465564,0.1448,398140,0.3365,133993,27,0.5924,0.8386,625.19,0.0711,0.4306,0.6542,0.5997,moderate 5553,Botswana,2025,remote,Administration,Senior,2.64,104816,0.3303,70199,0.2107,14792,22,0.6484,0.932,962.58,0.0647,0.4218,0.5339,0.5105,moderate 5554,Botswana,2020,rural,Agriculture,Mid_Level,2.45,117999,0.2275,91157,0.3084,28114,19,0.5539,0.9099,586.45,0.0689,0.4256,0.6901,0.5658,moderate 5555,Botswana,2023,rural,Health,Senior,2.56,109649,0.2381,83543,0.2805,23431,27,0.5922,0.7661,816.62,0.0817,0.5593,0.6573,0.5647,moderate 5556,Ghana,2023,remote,Education,Junior,33.3,894759,0.4829,462654,0.1638,75779,10,0.5286,0.6823,281.92,0.0526,0.3557,0.4007,0.3732,low 5557,Kenya,2021,capital,Agriculture,Mid_Level,51.68,1668774,0.1917,1348920,0.3836,517390,22,0.6565,0.8928,590.21,0.0868,0.4767,0.5689,0.5915,moderate 5558,Ethiopia,2024,rural,Social_Services,Director,126.0,1463700,0.6,585480,0.1,58548,4,0.5109,0.7071,385.08,0.0603,0.2152,0.196,0.2822,critical 5559,Nigeria,2025,remote,Education,Junior,235.75,4111303,0.6,1644521,0.1346,221367,8,0.5643,0.7364,262.63,0.0624,0.3691,0.3653,0.3375,critical 5560,Mozambique,2025,remote,Health,Mid_Level,33.89,342996,0.6,137198,0.1,13719,6,0.5613,0.5869,114.52,0.0629,0.1879,0.2391,0.2707,critical 5561,Tanzania,2023,rural,Finance,Junior,65.05,1312254,0.3257,884813,0.1699,150321,7,0.5626,0.7483,243.07,0.072,0.4022,0.3287,0.4139,low 5562,Uganda,2025,capital,Agriculture,Senior,50.57,382898,0.3891,233923,0.2166,50673,7,0.5836,0.7775,441.47,0.0498,0.3193,0.416,0.4145,low 5563,Uganda,2024,rural,Finance,Senior,49.0,437445,0.56,192455,0.1253,24111,7,0.4985,0.7287,463.56,0.0716,0.372,0.3702,0.3423,critical 5564,Senegal,2020,capital,Health,Junior,16.18,374807,0.1893,303872,0.2351,71432,14,0.5917,0.7654,257.1,0.071,0.3621,0.3258,0.48,low 5565,South Africa,2022,urban,ICT,Mid_Level,61.02,3508637,0.2892,2494055,0.2999,748004,25,0.6035,0.906,542.29,0.0784,0.4568,0.5689,0.5537,moderate 5566,Botswana,2023,capital,Education,Mid_Level,2.56,105580,0.1713,87489,0.3864,33806,19,0.6133,0.8062,409.15,0.0694,0.4463,0.5233,0.5692,moderate 5567,Ghana,2023,rural,Health,Mid_Level,33.3,916183,0.357,589082,0.2254,132774,9,0.5543,0.754,262.86,0.0604,0.3566,0.4656,0.4349,low 5568,Rwanda,2020,rural,Education,Junior,12.73,386295,0.234,295888,0.2644,78224,28,0.6468,0.8377,421.05,0.0867,0.4714,0.7474,0.5751,moderate 5569,Tanzania,2024,capital,Health,Mid_Level,67.0,1106259,0.2365,844643,0.2289,193335,10,0.4858,0.8178,265.89,0.0664,0.3141,0.344,0.4616,low 5570,Tanzania,2020,remote,Social_Services,Junior,59.53,1044594,0.495,527563,0.1114,58777,11,0.5733,0.7397,176.17,0.0494,0.355,0.4409,0.3722,low 5571,Rwanda,2022,rural,Justice,Senior,13.35,413658,0.2473,311348,0.2237,69653,19,0.6279,0.8157,628.52,0.0818,0.4991,0.5396,0.5178,moderate 5572,Uganda,2022,capital,Health,Director,46.01,345059,0.3473,225232,0.1875,42235,9,0.4581,0.6764,589.65,0.0509,0.3179,0.366,0.4024,low 5573,Senegal,2021,remote,Finance,Senior,16.62,416104,0.4607,224392,0.1486,33353,12,0.4846,0.7006,324.21,0.0642,0.3415,0.4004,0.3813,low 5574,South Africa,2024,capital,Social_Services,Mid_Level,62.0,3376188,0.208,2674011,0.34,909151,20,0.6396,0.8935,589.91,0.0748,0.5089,0.667,0.5846,moderate 5575,Mozambique,2018,rural,Health,Mid_Level,28.12,314066,0.6,125626,0.1,12562,6,0.5627,0.6683,84.99,0.0606,0.2109,0.2248,0.2838,critical 5576,Ghana,2024,rural,Health,Mid_Level,34.0,948442,0.3115,653040,0.217,141720,9,0.6105,0.8198,322.6,0.0562,0.3871,0.3749,0.4481,low 5577,Senegal,2018,urban,Social_Services,Junior,15.34,331528,0.253,247651,0.2697,66798,9,0.4732,0.7054,266.84,0.0628,0.3353,0.4028,0.4563,low 5578,Uganda,2020,capital,Health,Mid_Level,43.2,390140,0.351,253197,0.2114,53519,8,0.5392,0.6832,231.41,0.0485,0.3941,0.4768,0.4247,low 5579,Senegal,2019,urban,Health,Junior,15.76,303729,0.1948,244567,0.2577,63031,10,0.5716,0.8205,309.37,0.0489,0.3404,0.4697,0.4948,low 5580,Ethiopia,2025,rural,Education,Junior,129.15,1448526,0.568,625802,0.1039,65015,5,0.5519,0.6591,151.72,0.0663,0.205,0.2259,0.2884,critical 5581,Mozambique,2019,urban,Health,Director,28.88,269430,0.3634,171527,0.1499,25718,7,0.5817,0.627,389.59,0.0546,0.193,0.1761,0.3451,critical 5582,Nigeria,2018,rural,Security,Mid_Level,198.33,4005416,0.4755,2100996,0.1867,392273,8,0.5282,0.8104,215.71,0.0491,0.3325,0.4262,0.3952,low 5583,Uganda,2018,capital,Finance,Junior,40.56,365615,0.3643,232428,0.2345,54496,7,0.5411,0.7597,199.12,0.0484,0.3257,0.3282,0.4144,low 5584,Senegal,2023,rural,Education,Junior,17.53,345045,0.3252,232832,0.1761,41005,13,0.6195,0.8174,272.93,0.0684,0.3823,0.3677,0.4428,low 5585,South Africa,2022,urban,Agriculture,Junior,61.02,2990917,0.2868,2133070,0.3106,662431,17,0.6218,0.9176,630.61,0.0945,0.4378,0.6603,0.5459,moderate 5586,Mozambique,2019,rural,Security,Executive,28.88,329475,0.5939,133802,0.1,13380,5,0.5273,0.6003,444.71,0.0512,0.1824,0.2369,0.271,critical 5587,Mozambique,2020,rural,Security,Mid_Level,29.66,332191,0.6,132876,0.1,13287,5,0.4732,0.706,88.33,0.0674,0.2309,0.2303,0.2895,critical 5588,Botswana,2023,urban,Agriculture,Junior,2.56,104049,0.2111,82083,0.3746,30747,28,0.5693,0.813,503.11,0.0665,0.5257,0.5634,0.5917,moderate 5589,DRC,2022,capital,Finance,Mid_Level,98.59,596901,0.5712,255927,0.1324,33893,4,0.5398,0.6811,152.74,0.0515,0.2235,0.161,0.2909,critical 5590,Tanzania,2018,rural,Infrastructure,Senior,56.11,972934,0.341,641179,0.1635,104862,9,0.5036,0.7449,385.89,0.0529,0.3745,0.4172,0.419,low 5591,Tanzania,2018,urban,Education,Senior,56.11,995036,0.2547,741635,0.2263,167851,7,0.6008,0.6803,292.03,0.0718,0.3971,0.3298,0.4351,low 5592,Rwanda,2021,remote,Education,Senior,13.04,393640,0.3032,274277,0.1851,50756,29,0.5872,0.9324,702.99,0.0652,0.5294,0.5766,0.5434,moderate 5593,Tanzania,2018,rural,Justice,Mid_Level,56.11,932827,0.35,606317,0.148,89741,10,0.4686,0.8042,319.45,0.0692,0.342,0.4043,0.4198,low 5594,Rwanda,2022,urban,Social_Services,Senior,13.35,377820,0.1368,326137,0.3288,107240,18,0.6025,0.8862,827.12,0.0723,0.5256,0.5961,0.5881,moderate 5595,Tanzania,2021,rural,Education,Senior,61.31,1046061,0.453,572164,0.1775,101563,8,0.4604,0.7131,435.8,0.0503,0.3894,0.4158,0.3886,low 5596,Ethiopia,2024,rural,Justice,Junior,126.0,1620379,0.6,648151,0.1154,74808,6,0.5286,0.6592,121.28,0.0659,0.2371,0.2079,0.2872,critical 5597,Uganda,2020,urban,Administration,Junior,43.2,387722,0.4587,209861,0.1849,38804,9,0.576,0.8173,251.28,0.0652,0.3346,0.3812,0.3982,low 5598,Kenya,2019,urban,Health,Director,49.57,1647301,0.2124,1297395,0.3518,456439,16,0.4915,0.8288,1610.34,0.0947,0.5168,0.6967,0.5705,moderate 5599,Botswana,2021,urban,Infrastructure,Junior,2.49,122529,0.2199,95588,0.4098,39173,19,0.5244,0.9309,397.1,0.0759,0.4239,0.5746,0.5845,moderate 5600,Botswana,2021,capital,Agriculture,Junior,2.49,109568,0.1857,89226,0.3905,34846,16,0.595,0.8835,504.15,0.0642,0.556,0.5991,0.5893,moderate 5601,DRC,2020,capital,Security,Mid_Level,92.57,620151,0.5041,307550,0.1174,36096,4,0.4835,0.7015,91.65,0.0582,0.2402,0.2205,0.3146,critical 5602,Botswana,2020,rural,Health,Junior,2.45,107091,0.2982,75155,0.2742,20607,17,0.5812,0.9184,522.27,0.0731,0.5596,0.7647,0.5567,moderate 5603,Ghana,2021,rural,Education,Junior,31.94,787024,0.4161,459508,0.2116,97236,16,0.6127,0.7929,301.91,0.0491,0.3724,0.3325,0.4283,low 5604,Rwanda,2021,urban,Justice,Director,13.04,352701,0.19,285679,0.3438,98202,26,0.6473,0.8022,921.3,0.0709,0.4684,0.6316,0.5838,moderate 5605,DRC,2018,rural,Infrastructure,Mid_Level,86.92,456610,0.6,182644,0.1,18264,4,0.5471,0.6638,150.57,0.0506,0.1811,0.2182,0.2745,critical 5606,Senegal,2020,capital,Administration,Junior,16.18,386904,0.2076,306579,0.2591,79449,10,0.5156,0.6912,281.43,0.0604,0.3392,0.4053,0.466,low 5607,Nigeria,2021,capital,Health,Senior,213.58,4546572,0.2631,3350445,0.2234,748568,10,0.5647,0.7628,324.2,0.0656,0.3197,0.402,0.4517,low 5608,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,329189,0.1527,278916,0.3271,91221,29,0.5714,0.8994,639.4,0.0847,0.525,0.7285,0.6263,moderate 5609,Tanzania,2024,capital,Education,Mid_Level,67.0,1146289,0.2345,877467,0.2645,232047,10,0.4952,0.7112,269.87,0.0592,0.3298,0.4536,0.4675,low 5610,Ghana,2025,urban,Security,Junior,34.71,986237,0.2597,730095,0.2458,179492,11,0.5144,0.7514,189.0,0.0628,0.3788,0.3621,0.4608,low 5611,Ghana,2020,urban,Infrastructure,Junior,31.29,794529,0.2873,566230,0.3082,174530,15,0.5294,0.775,284.92,0.068,0.3065,0.3407,0.4737,low 5612,Senegal,2020,urban,Justice,Senior,16.18,352516,0.2406,267689,0.2478,66329,7,0.5118,0.6887,292.47,0.0644,0.3547,0.3897,0.447,low 5613,Ghana,2024,rural,Education,Mid_Level,34.0,795743,0.304,553856,0.2228,123385,15,0.568,0.6894,238.81,0.0618,0.3324,0.3508,0.4389,low 5614,Senegal,2022,remote,Education,Senior,17.07,361919,0.3696,228168,0.1491,34018,8,0.5742,0.7464,280.35,0.0642,0.3364,0.4411,0.4046,low 5615,Senegal,2022,rural,Health,Mid_Level,17.07,375456,0.37,236523,0.1985,46940,10,0.5037,0.741,283.78,0.0498,0.4001,0.422,0.4255,low 5616,Mozambique,2021,rural,Administration,Junior,30.47,279647,0.6,111858,0.1,11185,5,0.4745,0.6828,145.84,0.0673,0.185,0.1714,0.2755,critical 5617,Tanzania,2025,rural,Education,Mid_Level,69.01,1327689,0.4234,765485,0.1506,115244,9,0.4698,0.8121,295.12,0.0691,0.3248,0.358,0.3944,low 5618,Botswana,2022,urban,Education,Senior,2.52,99452,0.1532,84215,0.406,34195,18,0.6366,0.8598,796.42,0.0647,0.4814,0.7576,0.6111,moderate 5619,DRC,2023,urban,Health,Junior,101.74,664351,0.5387,306457,0.115,35255,4,0.5091,0.643,88.6,0.0669,0.2065,0.2353,0.2947,critical 5620,DRC,2019,capital,Health,Mid_Level,89.7,544411,0.4384,305762,0.1196,36570,3,0.4941,0.6249,115.41,0.0683,0.2119,0.2221,0.3149,critical 5621,Nigeria,2022,urban,ICT,Junior,218.92,4969134,0.3964,2999496,0.2091,627274,7,0.4951,0.7661,239.45,0.0684,0.4005,0.3909,0.4147,low 5622,Ethiopia,2018,remote,Finance,Mid_Level,108.65,1353378,0.6,541351,0.1,54135,3,0.5308,0.6434,123.0,0.0546,0.1788,0.1705,0.2639,critical 5623,Ethiopia,2022,rural,Health,Junior,119.93,1494781,0.6,597912,0.1187,70957,6,0.4967,0.6881,101.09,0.0619,0.2336,0.2302,0.2943,critical 5624,DRC,2021,remote,Finance,Mid_Level,95.53,578668,0.6,231467,0.1,23146,4,0.4863,0.599,110.01,0.0499,0.1802,0.1899,0.2619,critical 5625,Botswana,2021,remote,Education,Senior,2.49,116030,0.3105,79997,0.1742,13938,27,0.6294,0.8019,649.71,0.0878,0.5367,0.7089,0.5283,moderate 5626,Ghana,2019,capital,Finance,Mid_Level,30.64,775374,0.2449,585477,0.3125,182944,13,0.5084,0.6809,247.0,0.0525,0.3404,0.3566,0.4712,low 5627,Tanzania,2021,capital,Education,Junior,61.31,1135182,0.2834,813426,0.2379,193537,11,0.5319,0.7026,298.74,0.0589,0.3374,0.4061,0.4459,low 5628,DRC,2019,remote,Social_Services,Director,89.7,534182,0.6,213672,0.1,21367,4,0.475,0.6245,212.63,0.0711,0.2316,0.2173,0.2736,critical 5629,South Africa,2024,rural,Education,Mid_Level,62.0,3224972,0.2795,2323489,0.2606,605442,15,0.572,0.8923,380.34,0.0696,0.5445,0.7088,0.5419,moderate 5630,Botswana,2024,capital,Security,Junior,2.6,114076,0.1372,98427,0.3823,37630,28,0.6479,0.7714,580.19,0.0764,0.4593,0.5699,0.5999,moderate 5631,Nigeria,2021,urban,Administration,Mid_Level,213.58,4800317,0.2747,3481523,0.1993,693878,10,0.5587,0.7827,259.95,0.0488,0.3698,0.4527,0.4558,low 5632,Mozambique,2023,remote,Finance,Junior,32.13,359656,0.6,143862,0.1,14386,4,0.4649,0.6101,95.08,0.0677,0.2066,0.1833,0.2655,critical 5633,Rwanda,2020,capital,Infrastructure,Junior,12.73,427722,0.1252,374167,0.3905,146126,22,0.6721,0.8824,628.12,0.0929,0.4882,0.6315,0.6157,moderate 5634,Ghana,2019,urban,Education,Junior,30.64,692135,0.2388,526853,0.2945,155157,14,0.6163,0.702,317.86,0.054,0.3179,0.3412,0.4701,low 5635,DRC,2019,urban,ICT,Mid_Level,89.7,543660,0.507,268004,0.1186,31794,3,0.5726,0.6201,97.65,0.0546,0.2257,0.2044,0.2964,critical 5636,Kenya,2023,urban,Finance,Junior,53.87,2058573,0.1907,1666042,0.2656,442516,15,0.5023,0.8599,499.91,0.0793,0.4534,0.5465,0.5352,moderate 5637,Senegal,2018,urban,Security,Junior,15.34,287624,0.2071,228052,0.2469,56310,9,0.5269,0.7209,278.0,0.0553,0.3191,0.4422,0.4667,low 5638,Ethiopia,2025,rural,Health,Senior,129.15,1516656,0.6,606662,0.1148,69642,5,0.4994,0.612,167.61,0.0519,0.2208,0.167,0.2718,critical 5639,Ghana,2023,rural,Agriculture,Senior,33.3,793565,0.36,507904,0.1962,99630,13,0.5471,0.6839,378.37,0.0487,0.3433,0.3252,0.411,low 5640,Rwanda,2021,urban,Infrastructure,Mid_Level,13.04,425624,0.1907,344471,0.2989,102954,31,0.6008,0.7929,530.56,0.0765,0.4636,0.6822,0.5881,moderate 5641,Ethiopia,2023,urban,Education,Senior,122.93,1540234,0.497,774668,0.1734,134298,6,0.4527,0.6181,213.55,0.0504,0.1803,0.1864,0.3135,critical 5642,Ethiopia,2024,urban,Education,Junior,126.0,1535046,0.4445,852785,0.16,136426,5,0.4426,0.6272,123.33,0.0642,0.1977,0.1979,0.325,critical 5643,Botswana,2018,capital,Social_Services,Mid_Level,2.38,105810,0.1638,88479,0.458,40525,21,0.542,0.7813,591.08,0.0942,0.5531,0.5641,0.605,moderate 5644,Rwanda,2023,urban,Finance,Senior,13.67,459248,0.1384,395683,0.2754,108969,20,0.6339,0.9208,831.2,0.0646,0.5015,0.6292,0.5854,moderate 5645,Rwanda,2024,rural,Education,Junior,14.0,384218,0.2184,300287,0.2057,61767,26,0.6001,0.8603,601.52,0.0796,0.5322,0.7632,0.5704,moderate 5646,DRC,2018,capital,Education,Mid_Level,86.92,542853,0.4997,271570,0.1325,35996,3,0.4798,0.6091,151.64,0.054,0.2,0.2177,0.2988,critical 5647,Uganda,2024,urban,Infrastructure,Director,49.0,387588,0.4696,205576,0.2206,45350,5,0.5444,0.8195,603.99,0.0571,0.3368,0.4419,0.401,low 5648,Ghana,2023,urban,Agriculture,Mid_Level,33.3,780533,0.2167,611415,0.2294,140246,12,0.5786,0.8133,300.89,0.0563,0.3541,0.3919,0.4798,low 5649,Kenya,2019,capital,Social_Services,Junior,49.57,1511233,0.1639,1263568,0.3349,423163,12,0.5218,0.9061,461.02,0.083,0.5579,0.7029,0.5847,moderate 5650,DRC,2023,remote,Health,Director,101.74,546788,0.6,218715,0.1,21871,4,0.4871,0.5968,213.43,0.0574,0.2405,0.2143,0.27,critical 5651,Mozambique,2022,urban,ICT,Junior,31.29,269203,0.3972,162283,0.1367,22187,7,0.5616,0.6364,130.82,0.0654,0.1903,0.1871,0.3356,critical 5652,Rwanda,2019,rural,Administration,Senior,12.43,383355,0.2035,305343,0.2358,71988,30,0.6537,0.9066,564.55,0.081,0.5361,0.658,0.5885,moderate 5653,Nigeria,2020,urban,Health,Senior,208.37,4412946,0.3918,2683954,0.2076,557269,8,0.5389,0.6889,402.49,0.0558,0.3152,0.3745,0.3963,low 5654,Uganda,2025,rural,Security,Senior,50.57,444707,0.5575,196773,0.1381,27173,5,0.5628,0.7114,298.62,0.0704,0.3673,0.4147,0.3426,critical 5655,Mozambique,2023,urban,Administration,Mid_Level,32.13,325535,0.404,194027,0.1585,30755,5,0.4475,0.7017,113.97,0.0621,0.1952,0.1626,0.3422,critical 5656,South Africa,2018,capital,Social_Services,Executive,59.11,2767109,0.2412,2099751,0.4275,897586,17,0.6408,0.8443,1815.41,0.0901,0.4314,0.6469,0.5736,moderate 5657,Ghana,2019,urban,Infrastructure,Mid_Level,30.64,683784,0.3029,476674,0.3033,144597,15,0.5724,0.7761,310.99,0.0506,0.3717,0.411,0.4823,low 5658,Uganda,2023,capital,Education,Director,47.48,333503,0.4213,193005,0.2239,43214,6,0.5545,0.8099,513.12,0.0646,0.3984,0.3604,0.413,low 5659,Senegal,2025,capital,Security,Junior,18.49,410225,0.1775,337400,0.3073,103667,13,0.6119,0.8138,283.04,0.055,0.4025,0.376,0.5149,moderate 5660,Uganda,2024,rural,Security,Mid_Level,49.0,333220,0.5558,148002,0.123,18201,9,0.4895,0.8023,293.66,0.0641,0.358,0.3885,0.3593,low 5661,DRC,2024,urban,Justice,Junior,105.0,690264,0.5983,277256,0.1246,34540,3,0.543,0.6513,103.38,0.0593,0.2037,0.1729,0.2744,critical 5662,Nigeria,2018,rural,Justice,Junior,198.33,4557914,0.3995,2736882,0.1735,474842,11,0.5799,0.7345,303.55,0.0659,0.3244,0.4381,0.4074,low 5663,DRC,2020,urban,Education,Junior,92.57,474408,0.4888,242503,0.1219,29553,3,0.5324,0.6701,154.48,0.0582,0.2158,0.2174,0.3096,critical 5664,Uganda,2023,urban,Social_Services,Mid_Level,47.48,399092,0.3703,251300,0.2094,52629,7,0.5826,0.6986,233.43,0.0648,0.3928,0.4586,0.4172,low 5665,DRC,2022,rural,Finance,Junior,98.59,589255,0.6,235702,0.1,23570,4,0.5846,0.5982,87.74,0.0629,0.2004,0.2132,0.2661,critical 5666,Mozambique,2021,rural,ICT,Mid_Level,30.47,320923,0.6,128369,0.1,12836,4,0.5475,0.6685,109.54,0.0656,0.2267,0.1784,0.2758,critical 5667,Rwanda,2019,rural,Finance,Junior,12.43,329594,0.1734,272450,0.2056,56009,27,0.6878,0.9002,494.37,0.0862,0.5033,0.5803,0.5689,moderate 5668,Ghana,2021,urban,Education,Director,31.94,745498,0.291,528549,0.2556,135102,12,0.5819,0.7892,525.35,0.0612,0.3645,0.3256,0.4585,low 5669,Mozambique,2024,rural,Security,Junior,33.0,329269,0.5918,134392,0.1,13439,6,0.4516,0.6508,88.29,0.0585,0.2347,0.196,0.2827,critical 5670,Kenya,2025,rural,Administration,Senior,56.15,2175740,0.2516,1628228,0.2457,400031,15,0.6184,0.8447,528.76,0.0932,0.5189,0.6985,0.5345,moderate 5671,Ghana,2025,remote,Justice,Mid_Level,34.71,784120,0.4891,400587,0.1471,58914,12,0.5733,0.7888,214.1,0.0556,0.3228,0.4408,0.3892,low 5672,Rwanda,2021,urban,Infrastructure,Senior,13.04,400802,0.1931,323403,0.3328,107627,25,0.5212,0.837,676.01,0.0826,0.4678,0.6004,0.5798,moderate 5673,Senegal,2025,urban,Social_Services,Senior,18.49,385279,0.2314,296138,0.2642,78249,10,0.4657,0.7505,381.97,0.056,0.3031,0.3901,0.4651,low 5674,DRC,2025,remote,Social_Services,Junior,108.36,588403,0.6,235361,0.1,23536,3,0.5006,0.6633,127.83,0.0635,0.2384,0.1724,0.2731,critical 5675,DRC,2025,urban,Infrastructure,Mid_Level,108.36,688723,0.5078,338992,0.1022,34632,4,0.4665,0.6162,89.7,0.0602,0.2167,0.2017,0.2929,critical 5676,South Africa,2018,rural,Health,Executive,59.11,3013767,0.3516,1954122,0.2663,520363,20,0.6395,0.8979,2096.15,0.0645,0.5104,0.7252,0.5369,moderate 5677,Uganda,2024,urban,Education,Junior,49.0,376323,0.4364,212110,0.2041,43283,7,0.5702,0.747,255.14,0.0688,0.35,0.3679,0.3933,low 5678,Kenya,2021,capital,Education,Mid_Level,51.68,1546204,0.1664,1288959,0.3502,451413,14,0.639,0.8717,538.72,0.0811,0.5292,0.7008,0.5847,moderate 5679,Tanzania,2024,urban,Finance,Mid_Level,67.0,1153663,0.2687,843619,0.1844,155543,8,0.525,0.7953,277.85,0.0562,0.3749,0.3448,0.4402,low 5680,Rwanda,2020,urban,Health,Senior,12.73,373694,0.1494,317866,0.347,110292,25,0.6692,0.8807,927.52,0.0871,0.5313,0.6318,0.6103,moderate 5681,Uganda,2018,urban,Infrastructure,Junior,40.56,298200,0.3839,183735,0.1879,34518,8,0.4988,0.6854,224.96,0.0533,0.3624,0.3803,0.3981,low 5682,Rwanda,2022,urban,Agriculture,Junior,13.35,411874,0.1329,357155,0.3492,124703,31,0.6298,0.7691,442.03,0.0674,0.4269,0.6863,0.6083,moderate 5683,Mozambique,2023,rural,Health,Junior,32.13,302145,0.555,134456,0.1,13445,7,0.4531,0.6478,152.33,0.0717,0.199,0.2104,0.2919,critical 5684,Botswana,2024,capital,Infrastructure,Director,2.6,130821,0.1939,105455,0.4163,43901,24,0.5481,0.9026,1452.07,0.0778,0.5425,0.5837,0.6136,moderate 5685,South Africa,2024,urban,Health,Junior,62.0,3470132,0.2795,2500286,0.3328,832133,16,0.5089,0.9312,467.88,0.077,0.4412,0.6177,0.5489,moderate 5686,Senegal,2025,urban,Security,Director,18.49,458483,0.28,330112,0.2766,91297,11,0.604,0.794,809.39,0.0691,0.354,0.3204,0.4632,low 5687,Uganda,2025,urban,Administration,Junior,50.57,422725,0.4664,225563,0.1726,38935,6,0.583,0.7494,273.78,0.061,0.3467,0.3774,0.3764,low 5688,Uganda,2025,rural,ICT,Senior,50.57,349199,0.6,139679,0.1227,17142,9,0.5392,0.7201,412.49,0.0697,0.4016,0.3557,0.3369,critical 5689,Tanzania,2023,capital,Health,Junior,65.05,1264980,0.2241,981471,0.2514,246694,11,0.5823,0.7153,306.75,0.0671,0.3609,0.4756,0.4752,low 5690,Nigeria,2019,capital,Education,Junior,203.29,3665293,0.3061,2543470,0.2223,565317,10,0.4791,0.7343,244.66,0.0518,0.3989,0.3355,0.4376,low 5691,Botswana,2019,urban,Social_Services,Mid_Level,2.41,103942,0.1871,84499,0.4088,34540,21,0.5373,0.8004,602.56,0.072,0.495,0.7014,0.5976,moderate 5692,DRC,2019,capital,ICT,Senior,89.7,610306,0.4928,309569,0.1156,35779,4,0.5566,0.6627,177.26,0.0614,0.1926,0.1911,0.3035,critical 5693,South Africa,2021,rural,Infrastructure,Junior,60.54,3644203,0.3023,2542461,0.2754,700239,14,0.538,0.7979,494.15,0.0798,0.4739,0.5342,0.4988,low 5694,Botswana,2019,capital,Finance,Junior,2.41,98885,0.1753,81552,0.3995,32581,18,0.4995,0.7858,371.06,0.0654,0.4307,0.6083,0.5728,moderate 5695,Mozambique,2022,rural,Administration,Director,31.29,283180,0.6,113272,0.1027,11636,6,0.5697,0.6373,286.44,0.0661,0.2304,0.1951,0.2788,critical 5696,South Africa,2019,rural,Justice,Senior,59.58,3053910,0.2985,2142186,0.252,539889,17,0.5365,0.8814,670.39,0.0897,0.4743,0.5642,0.5169,moderate 5697,Nigeria,2021,urban,Education,Junior,213.58,3937996,0.3718,2473841,0.2493,616811,9,0.5021,0.7686,274.02,0.0612,0.3767,0.3873,0.4336,low 5698,Rwanda,2023,urban,Education,Junior,13.67,371929,0.1614,311896,0.2943,91785,31,0.5981,0.7914,629.85,0.0909,0.4534,0.6937,0.5941,moderate 5699,Nigeria,2023,urban,Agriculture,Senior,224.39,4474785,0.3317,2990677,0.2477,740728,12,0.6175,0.7675,385.25,0.063,0.3035,0.4624,0.4507,low 5700,South Africa,2018,capital,Health,Mid_Level,59.11,2926234,0.2197,2283387,0.3495,797945,25,0.6892,0.8398,595.01,0.0721,0.5119,0.5545,0.5775,moderate 5701,Tanzania,2024,urban,Security,Mid_Level,67.0,1307894,0.2825,938408,0.2222,208549,9,0.4876,0.703,281.47,0.0536,0.3633,0.4737,0.4466,low 5702,Nigeria,2020,remote,Infrastructure,Mid_Level,208.37,3877453,0.6,1550981,0.134,207807,11,0.6021,0.6916,190.08,0.05,0.3901,0.4643,0.3502,low 5703,Senegal,2021,rural,Social_Services,Junior,16.62,339623,0.3846,209006,0.1627,33997,11,0.5585,0.7314,248.8,0.0674,0.3731,0.4473,0.4138,low 5704,Ghana,2020,urban,Education,Mid_Level,31.29,702749,0.3203,477692,0.2954,141120,16,0.5208,0.7721,311.08,0.0586,0.3484,0.3265,0.4671,low 5705,Senegal,2025,rural,ICT,Junior,18.49,439935,0.2862,314015,0.1605,50395,13,0.4904,0.7758,237.38,0.0703,0.3517,0.4225,0.4449,low 5706,Ghana,2024,urban,Administration,Junior,34.0,755376,0.288,537812,0.2642,142110,11,0.5858,0.7901,305.46,0.0522,0.3827,0.4279,0.4711,low 5707,Nigeria,2024,rural,Administration,Senior,230.0,5195208,0.4767,2718899,0.1636,444760,9,0.5209,0.7768,337.9,0.0483,0.3079,0.4473,0.3863,low 5708,Nigeria,2025,capital,Education,Mid_Level,235.75,5093367,0.3237,3444632,0.289,995443,10,0.5271,0.8114,219.61,0.0531,0.326,0.3696,0.4576,low 5709,Ghana,2021,urban,Social_Services,Executive,31.94,909994,0.2897,646381,0.2857,184681,9,0.5339,0.7653,1248.45,0.0501,0.3512,0.3891,0.4603,low 5710,Botswana,2019,remote,Administration,Junior,2.41,100341,0.324,67828,0.1868,12671,24,0.6497,0.8362,637.38,0.0688,0.4465,0.708,0.5166,moderate 5711,Botswana,2022,urban,Infrastructure,Senior,2.52,109524,0.1558,92462,0.3901,36067,22,0.6079,0.805,880.25,0.066,0.4455,0.5221,0.5811,moderate 5712,Nigeria,2023,rural,Infrastructure,Junior,224.39,3879584,0.4127,2278486,0.1622,369682,9,0.5782,0.8165,295.52,0.0564,0.2995,0.4759,0.4099,low 5713,Ethiopia,2023,urban,Administration,Junior,122.93,1405856,0.4723,741899,0.1438,106721,3,0.4544,0.6712,153.62,0.0716,0.2084,0.2212,0.319,critical 5714,Senegal,2019,rural,Finance,Mid_Level,15.76,297911,0.3581,191234,0.1824,34876,11,0.4987,0.7287,182.66,0.0563,0.3262,0.4451,0.42,low 5715,Uganda,2019,capital,Social_Services,Mid_Level,41.86,349740,0.3066,242511,0.2195,53239,8,0.5271,0.8188,215.75,0.0618,0.3111,0.3819,0.4404,low 5716,Ghana,2020,rural,Justice,Senior,31.29,723104,0.3814,447314,0.1964,87847,12,0.5028,0.7813,402.72,0.0698,0.3605,0.4311,0.4301,low 5717,Nigeria,2020,capital,Administration,Mid_Level,208.37,4140382,0.3598,2650567,0.2342,620826,11,0.4992,0.741,231.88,0.0661,0.3466,0.3754,0.4295,low 5718,Kenya,2020,rural,Education,Mid_Level,50.61,1730762,0.2669,1268824,0.2352,298482,21,0.524,0.8868,392.87,0.0642,0.4177,0.753,0.5447,moderate 5719,Botswana,2024,urban,Security,Junior,2.6,125918,0.2267,97375,0.4189,40790,24,0.5865,0.8273,432.99,0.0667,0.4473,0.6652,0.5934,moderate 5720,Ghana,2020,rural,Justice,Mid_Level,31.29,877363,0.4054,521679,0.1712,89297,14,0.611,0.727,248.95,0.0497,0.3254,0.4722,0.4153,low 5721,Senegal,2025,rural,Health,Junior,18.49,418289,0.289,297386,0.1874,55716,8,0.6098,0.6922,225.51,0.0503,0.3378,0.3738,0.4196,low 5722,Senegal,2023,remote,Social_Services,Mid_Level,17.53,443175,0.3311,296455,0.1461,43304,8,0.5493,0.7967,274.21,0.0507,0.3168,0.4619,0.4211,low 5723,Mozambique,2025,rural,Education,Junior,33.89,295402,0.5686,127436,0.1,12743,5,0.5434,0.6119,90.4,0.0584,0.2243,0.1747,0.277,critical 5724,Ghana,2022,capital,Education,Senior,32.62,729003,0.256,542411,0.2512,136231,12,0.5057,0.7084,375.96,0.0717,0.3221,0.4083,0.4581,low 5725,Ghana,2021,rural,Administration,Junior,31.94,896534,0.42,519962,0.2178,113269,10,0.5726,0.7258,203.4,0.0591,0.348,0.4234,0.4105,low 5726,Ghana,2020,capital,Education,Senior,31.29,867529,0.1987,695166,0.2678,186175,9,0.536,0.701,437.61,0.0677,0.3497,0.3945,0.4693,low 5727,Ethiopia,2022,urban,Security,Mid_Level,119.93,1284965,0.436,724671,0.153,110841,6,0.471,0.5944,93.58,0.0536,0.217,0.1625,0.3213,critical 5728,Senegal,2018,remote,Health,Junior,15.34,323385,0.4527,176974,0.151,26725,12,0.5482,0.7562,240.79,0.0715,0.3984,0.4418,0.402,low 5729,Ethiopia,2025,rural,Agriculture,Mid_Level,129.15,1480481,0.6,592192,0.1094,64790,6,0.5013,0.6677,85.41,0.062,0.2274,0.2266,0.2879,critical 5730,DRC,2025,rural,Agriculture,Junior,108.36,738619,0.6,295447,0.1,29544,4,0.5372,0.674,93.1,0.0485,0.2155,0.1735,0.275,critical 5731,Ghana,2023,rural,Education,Junior,33.3,914768,0.3859,561751,0.1848,103827,12,0.5405,0.6822,228.77,0.0509,0.3154,0.374,0.401,low 5732,South Africa,2025,urban,Education,Junior,62.5,3194504,0.2334,2448785,0.3853,943534,20,0.6556,0.8203,388.61,0.0913,0.5105,0.6998,0.582,moderate 5733,Botswana,2019,urban,Health,Junior,2.41,114240,0.2123,89991,0.4179,37608,20,0.5382,0.9096,457.84,0.0771,0.4485,0.5338,0.5861,moderate 5734,South Africa,2019,capital,Justice,Mid_Level,59.58,2746099,0.1839,2241010,0.3749,840255,20,0.6098,0.8165,518.6,0.0834,0.421,0.7776,0.5901,moderate 5735,Kenya,2025,urban,Agriculture,Junior,56.15,2165277,0.1693,1798634,0.2779,499901,19,0.532,0.9327,600.59,0.0905,0.4412,0.5719,0.5659,moderate 5736,Senegal,2024,urban,Justice,Mid_Level,18.0,439984,0.2719,320352,0.2589,82952,11,0.5927,0.7494,253.32,0.0706,0.3809,0.461,0.4709,low 5737,DRC,2023,urban,Administration,Junior,101.74,577071,0.4809,299531,0.1229,36821,4,0.5275,0.6762,143.63,0.0543,0.2266,0.2017,0.3148,critical 5738,South Africa,2025,capital,Education,Junior,62.5,2871014,0.2434,2172313,0.4109,892655,20,0.6381,0.8735,543.61,0.0715,0.5584,0.6485,0.5936,moderate 5739,Senegal,2025,urban,Finance,Mid_Level,18.49,443688,0.2172,347334,0.2829,98274,7,0.4568,0.6922,259.6,0.0633,0.392,0.3919,0.4662,low 5740,Mozambique,2024,rural,Finance,Mid_Level,33.0,301759,0.6,120703,0.1021,12319,7,0.5069,0.6098,118.87,0.0598,0.1986,0.2084,0.2752,critical 5741,Ethiopia,2020,rural,Infrastructure,Junior,114.15,1438373,0.6,575349,0.1222,70282,5,0.5653,0.6192,137.77,0.0638,0.2365,0.2121,0.2808,critical 5742,Mozambique,2018,rural,Security,Director,28.12,262822,0.544,119843,0.1106,13252,6,0.5155,0.6789,215.38,0.0573,0.2046,0.1668,0.2956,critical 5743,Botswana,2025,remote,Agriculture,Junior,2.64,124084,0.3688,78320,0.2242,17559,20,0.6168,0.7912,551.89,0.0716,0.5357,0.7013,0.5062,moderate 5744,Senegal,2018,rural,Finance,Director,15.34,342400,0.2737,248681,0.195,48487,13,0.561,0.8063,554.15,0.055,0.3905,0.3868,0.4615,low 5745,Kenya,2025,remote,Infrastructure,Senior,56.15,2142150,0.3181,1460746,0.1661,242568,21,0.5854,0.8162,582.55,0.0776,0.4826,0.6483,0.5,moderate 5746,South Africa,2024,remote,Education,Senior,62.0,3414103,0.4873,1750346,0.1848,323435,19,0.5418,0.8841,650.93,0.0771,0.4923,0.7335,0.4771,low 5747,Ghana,2023,urban,Health,Junior,33.3,797030,0.2186,622785,0.2473,153996,15,0.5124,0.7949,273.85,0.051,0.3189,0.3248,0.4783,low 5748,South Africa,2018,rural,ICT,Director,59.11,2996202,0.2837,2146234,0.272,583702,17,0.516,0.8431,935.53,0.0648,0.4906,0.6835,0.5334,moderate 5749,Mozambique,2022,capital,Health,Junior,31.29,297287,0.4191,172692,0.1297,22391,4,0.5538,0.6356,116.73,0.0505,0.1972,0.1872,0.3214,critical 5750,Botswana,2025,urban,Health,Mid_Level,2.64,134034,0.1539,113403,0.3721,42199,21,0.6053,0.7832,395.5,0.0817,0.4881,0.7016,0.5935,moderate 5751,Rwanda,2023,rural,Justice,Director,13.67,422250,0.2395,321136,0.2644,84915,24,0.5278,0.9076,963.68,0.0747,0.5317,0.5746,0.563,moderate 5752,Kenya,2019,rural,Education,Mid_Level,49.57,1611133,0.2554,1199595,0.243,291485,21,0.5786,0.8501,554.39,0.0731,0.5277,0.7659,0.5563,moderate 5753,Uganda,2019,urban,Health,Junior,41.86,343859,0.3693,216871,0.1787,38755,7,0.5583,0.7192,254.63,0.0674,0.305,0.3492,0.3931,low 5754,Mozambique,2022,urban,Administration,Junior,31.29,296824,0.3465,193968,0.118,22895,4,0.5019,0.6284,114.47,0.0568,0.1832,0.2085,0.3363,critical 5755,Tanzania,2020,urban,Social_Services,Director,59.53,1191420,0.2811,856510,0.1947,166740,9,0.5958,0.7959,608.72,0.0666,0.317,0.3241,0.4344,low 5756,DRC,2025,remote,Security,Junior,108.36,568999,0.6,227599,0.1,22759,3,0.4766,0.6186,147.76,0.0522,0.1859,0.1924,0.2631,critical 5757,Uganda,2024,urban,Security,Mid_Level,49.0,351165,0.444,195230,0.1706,33303,8,0.5996,0.6924,193.97,0.0717,0.3995,0.3979,0.3852,low 5758,Rwanda,2019,urban,Infrastructure,Junior,12.43,398884,0.1451,341012,0.3504,119484,27,0.538,0.8376,505.38,0.0793,0.4854,0.7256,0.6156,moderate 5759,Ethiopia,2022,urban,Agriculture,Junior,119.93,1307594,0.566,567502,0.1601,90880,4,0.4806,0.6389,139.67,0.0663,0.214,0.2257,0.2983,critical 5760,Senegal,2022,rural,Social_Services,Mid_Level,17.07,339759,0.3544,219334,0.1971,43240,11,0.578,0.7483,175.97,0.0667,0.3449,0.4743,0.4323,low 5761,DRC,2018,remote,Health,Junior,86.92,506733,0.6,202693,0.1,20269,4,0.5681,0.6955,105.05,0.0665,0.2378,0.1856,0.2817,critical 5762,Uganda,2020,capital,ICT,Director,43.2,367243,0.2914,260220,0.2108,54858,9,0.4699,0.738,472.31,0.0695,0.3641,0.4192,0.4414,low 5763,Mozambique,2020,urban,Justice,Junior,29.66,314193,0.4315,178627,0.1352,24141,6,0.4482,0.6541,124.86,0.0507,0.1859,0.1908,0.3267,critical 5764,Nigeria,2025,rural,Infrastructure,Executive,235.75,4769938,0.3647,3030345,0.185,560533,12,0.6253,0.7067,1025.97,0.0578,0.3438,0.3714,0.4126,low 5765,Senegal,2018,capital,Health,Mid_Level,15.34,305365,0.2161,239364,0.2446,58553,12,0.6169,0.7625,190.58,0.0518,0.3834,0.3866,0.4785,low 5766,Uganda,2023,rural,Education,Junior,47.48,404877,0.4346,228929,0.1396,31950,5,0.5218,0.7482,258.05,0.0565,0.3216,0.3952,0.3727,low 5767,Ghana,2021,urban,Infrastructure,Mid_Level,31.94,760653,0.2469,572837,0.2884,165221,12,0.4838,0.706,245.06,0.0488,0.3107,0.3418,0.4615,low 5768,Ethiopia,2024,urban,Social_Services,Junior,126.0,1605911,0.4767,840437,0.1415,118902,6,0.5831,0.6823,131.8,0.0586,0.1869,0.1936,0.3216,critical 5769,Rwanda,2023,urban,ICT,Mid_Level,13.67,368485,0.1347,318861,0.2957,94299,25,0.684,0.933,579.06,0.0718,0.5624,0.764,0.6254,moderate 5770,Tanzania,2023,capital,Education,Mid_Level,65.05,1099806,0.2759,796358,0.2402,191265,11,0.5338,0.6794,182.53,0.0518,0.3239,0.4272,0.4456,low 5771,Botswana,2023,rural,Health,Mid_Level,2.56,117394,0.2275,90690,0.2768,25099,17,0.4863,0.8455,541.28,0.0816,0.5326,0.5813,0.543,moderate 5772,Senegal,2020,rural,Education,Senior,16.18,303898,0.359,194800,0.196,38189,12,0.5562,0.7117,295.36,0.0694,0.4025,0.3464,0.4209,low 5773,Uganda,2021,capital,Education,Mid_Level,44.58,403285,0.3454,264005,0.2315,61109,9,0.5662,0.7919,188.44,0.067,0.3132,0.4359,0.4377,low 5774,Tanzania,2025,urban,Infrastructure,Mid_Level,69.01,1126503,0.2398,856322,0.2326,199186,11,0.5062,0.7759,266.81,0.0558,0.3262,0.4592,0.4706,low 5775,Tanzania,2021,remote,Social_Services,Senior,61.31,1010205,0.4781,527185,0.1043,54965,8,0.6115,0.7699,338.01,0.055,0.3199,0.3377,0.3578,low 5776,Rwanda,2019,urban,Finance,Junior,12.43,334131,0.1477,284764,0.318,90549,18,0.4948,0.9,409.93,0.0737,0.4312,0.568,0.5725,moderate 5777,Tanzania,2024,remote,Finance,Junior,67.0,1276559,0.4364,719485,0.124,89206,10,0.5886,0.7132,223.1,0.054,0.3646,0.4762,0.388,low 5778,DRC,2021,urban,Agriculture,Junior,95.53,506445,0.5389,233506,0.1185,27665,3,0.5527,0.6731,117.09,0.0708,0.2155,0.1888,0.2938,critical 5779,Uganda,2021,capital,Security,Mid_Level,44.58,327017,0.3986,196654,0.2212,43497,5,0.4834,0.825,176.19,0.0701,0.3833,0.4364,0.4239,low 5780,DRC,2022,urban,Health,Junior,98.59,602454,0.6,240981,0.1035,24931,3,0.4581,0.666,138.9,0.0682,0.1934,0.216,0.2742,critical 5781,Kenya,2021,remote,Security,Junior,51.68,1702459,0.3614,1087121,0.178,193500,16,0.5297,0.8085,446.96,0.0668,0.4701,0.5623,0.4687,low 5782,Senegal,2019,capital,Health,Mid_Level,15.76,363554,0.248,273402,0.2707,74012,8,0.5047,0.7546,282.52,0.0535,0.3769,0.4376,0.4703,low 5783,Senegal,2023,rural,Education,Mid_Level,17.53,359709,0.3779,223759,0.1551,34709,12,0.609,0.7252,213.03,0.0507,0.3519,0.3502,0.4033,low 5784,Botswana,2022,urban,Health,Mid_Level,2.52,127786,0.2216,99469,0.3307,32892,26,0.6489,0.9284,423.91,0.0824,0.4953,0.7354,0.6046,moderate 5785,Botswana,2018,urban,Finance,Executive,2.38,117307,0.2234,91096,0.3912,35641,18,0.6,0.9069,1754.05,0.0827,0.4314,0.5581,0.5719,moderate 5786,DRC,2021,rural,Finance,Junior,95.53,625907,0.6,250362,0.1,25036,3,0.5373,0.6444,85.48,0.0626,0.1805,0.1643,0.2636,critical 5787,Tanzania,2023,urban,Administration,Mid_Level,65.05,1341956,0.2401,1019814,0.2429,247705,7,0.4788,0.7479,272.82,0.063,0.3346,0.4184,0.4557,low 5788,South Africa,2021,capital,Health,Mid_Level,60.54,3304426,0.2283,2549901,0.3725,949943,20,0.5126,0.8808,608.07,0.0677,0.5297,0.6289,0.584,moderate 5789,Nigeria,2024,urban,Education,Junior,230.0,4078496,0.2723,2967803,0.1985,589016,12,0.6285,0.6809,203.47,0.0597,0.3652,0.3476,0.435,low 5790,Kenya,2019,urban,Health,Mid_Level,49.57,1934385,0.2419,1466368,0.3118,457184,16,0.6095,0.9183,494.95,0.0911,0.4793,0.637,0.5568,moderate 5791,Senegal,2022,urban,Education,Senior,17.07,426628,0.2474,321099,0.2678,85976,9,0.5672,0.7212,301.24,0.0597,0.3007,0.3666,0.4525,low 5792,Uganda,2019,urban,Infrastructure,Mid_Level,41.86,296860,0.3955,179460,0.1662,29828,8,0.5947,0.8236,252.9,0.0684,0.3457,0.3525,0.406,low 5793,South Africa,2024,capital,Agriculture,Director,62.0,3060532,0.2054,2431838,0.3332,810262,20,0.6039,0.8518,1128.62,0.0777,0.5391,0.7654,0.5902,moderate 5794,Ghana,2020,rural,Social_Services,Mid_Level,31.29,873411,0.3836,538358,0.1811,97508,13,0.5617,0.7258,187.18,0.068,0.3807,0.3246,0.4113,low 5795,Tanzania,2023,rural,Education,Senior,65.05,1286392,0.4532,703384,0.1369,96299,8,0.457,0.7846,357.38,0.066,0.3809,0.3306,0.3798,low 5796,Senegal,2025,urban,ICT,Junior,18.49,388466,0.2389,295643,0.2789,82463,8,0.5397,0.6949,208.54,0.0626,0.3269,0.3659,0.4535,low 5797,Rwanda,2023,rural,Health,Junior,13.67,413450,0.2514,309519,0.2261,69979,21,0.5129,0.8006,499.13,0.0734,0.5038,0.5985,0.5265,moderate 5798,Uganda,2019,rural,Security,Director,41.86,341464,0.6,136585,0.1281,17494,7,0.5219,0.7789,524.37,0.0511,0.3436,0.4289,0.3436,critical 5799,Mozambique,2023,rural,Security,Junior,32.13,349438,0.5899,143310,0.1,14331,5,0.4835,0.6023,94.16,0.0694,0.2068,0.1931,0.2704,critical 5800,Uganda,2024,urban,Education,Junior,49.0,343491,0.3562,221137,0.2109,46637,7,0.542,0.7301,248.74,0.0638,0.3412,0.373,0.4121,low 5801,Ethiopia,2020,urban,Agriculture,Junior,114.15,1230072,0.4898,627579,0.1682,105544,4,0.4401,0.6719,86.9,0.056,0.2068,0.2205,0.3231,critical 5802,Ghana,2024,urban,Administration,Junior,34.0,843484,0.2588,625173,0.2791,174505,11,0.6144,0.8011,233.41,0.0486,0.3548,0.3588,0.4741,low 5803,Uganda,2020,urban,Social_Services,Mid_Level,43.2,351564,0.442,196183,0.1814,35580,7,0.4601,0.6829,199.09,0.066,0.3943,0.4188,0.3861,low 5804,Uganda,2018,rural,Education,Senior,40.56,346965,0.5101,169982,0.1375,23372,8,0.6004,0.7198,435.87,0.0645,0.3226,0.36,0.3531,low 5805,DRC,2019,capital,Education,Junior,89.7,498119,0.4533,272316,0.1281,34892,3,0.484,0.6001,124.38,0.0682,0.2172,0.2054,0.3085,critical 5806,Kenya,2021,urban,Security,Junior,51.68,2054682,0.1638,1718188,0.2928,503042,22,0.6428,0.7745,458.17,0.086,0.4975,0.7629,0.5795,moderate 5807,Botswana,2024,rural,Agriculture,Executive,2.6,117073,0.2021,93412,0.2884,26935,22,0.6485,0.8416,1595.04,0.085,0.551,0.5435,0.5623,moderate 5808,Rwanda,2019,capital,Health,Mid_Level,12.43,325636,0.1719,269655,0.3178,85682,18,0.5435,0.8459,597.52,0.0837,0.5611,0.624,0.5769,moderate 5809,Rwanda,2018,remote,Agriculture,Mid_Level,12.14,358932,0.2363,274124,0.1694,46438,22,0.5628,0.8119,500.16,0.088,0.5576,0.5505,0.5209,moderate 5810,Rwanda,2025,urban,Infrastructure,Junior,14.34,383272,0.1824,313348,0.3247,101755,21,0.6582,0.9116,463.61,0.0705,0.4687,0.7002,0.5917,moderate 5811,Senegal,2020,urban,Administration,Director,16.18,351021,0.2818,252089,0.2379,59983,10,0.4934,0.712,698.2,0.0667,0.3574,0.4224,0.4488,low 5812,South Africa,2020,remote,Security,Senior,60.06,3442924,0.4221,1989546,0.1988,395574,15,0.5374,0.8669,602.97,0.0903,0.4721,0.7586,0.4848,low 5813,Rwanda,2024,capital,Health,Junior,14.0,367030,0.132,318581,0.3021,96242,24,0.6109,0.8981,617.21,0.0649,0.5612,0.6687,0.6102,moderate 5814,Uganda,2023,capital,Finance,Junior,47.48,368881,0.3408,243165,0.1889,45921,6,0.5616,0.7158,286.36,0.0592,0.3996,0.3777,0.4121,low 5815,Ghana,2025,capital,Health,Junior,34.71,967258,0.2624,713461,0.274,195522,8,0.5831,0.803,214.08,0.0486,0.3994,0.3795,0.4713,low 5816,Nigeria,2019,remote,Justice,Junior,203.29,4014212,0.5449,1827018,0.1219,222715,11,0.4835,0.7411,255.89,0.0629,0.3133,0.453,0.3596,low 5817,Senegal,2022,remote,Education,Director,17.07,330059,0.4813,171199,0.1456,24921,10,0.4713,0.7958,595.67,0.0632,0.3436,0.3563,0.3804,low 5818,Mozambique,2018,remote,Education,Mid_Level,28.12,287241,0.6,114896,0.1,11489,6,0.4651,0.6913,149.08,0.0697,0.1812,0.1998,0.2818,critical 5819,Kenya,2025,rural,Administration,Mid_Level,56.15,2172793,0.2225,1689378,0.2037,344106,19,0.6302,0.7961,591.4,0.0713,0.5142,0.6546,0.5291,moderate 5820,DRC,2024,urban,Education,Senior,105.0,710649,0.5668,307833,0.1281,39444,2,0.5149,0.6351,202.84,0.0559,0.1794,0.1978,0.2783,critical 5821,Ghana,2022,rural,Social_Services,Executive,32.62,879604,0.332,587584,0.2219,130377,13,0.6174,0.7374,785.2,0.0644,0.3117,0.4592,0.4427,low 5822,Nigeria,2023,urban,Health,Junior,224.39,4195216,0.2762,3036374,0.2065,626945,10,0.4652,0.7461,264.33,0.0539,0.402,0.3932,0.449,low 5823,Mozambique,2024,urban,Health,Junior,33.0,309453,0.3981,186248,0.1258,23427,5,0.461,0.7002,105.92,0.0655,0.2361,0.2349,0.3465,critical 5824,Rwanda,2022,urban,Administration,Executive,13.35,430902,0.1671,358901,0.291,104448,26,0.556,0.7953,1880.71,0.0768,0.4912,0.6201,0.5764,moderate 5825,DRC,2018,rural,Education,Mid_Level,86.92,508855,0.6,203542,0.1,20354,4,0.5612,0.6675,147.36,0.0632,0.1803,0.2002,0.2732,critical 5826,Uganda,2022,remote,Infrastructure,Junior,46.01,362592,0.6,145036,0.1068,15488,6,0.4973,0.8191,248.25,0.0684,0.3985,0.4496,0.3494,critical 5827,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,1043434,0.2966,733955,0.2405,176542,10,0.5412,0.7669,229.76,0.0563,0.3732,0.3812,0.4515,low 5828,South Africa,2021,capital,Social_Services,Senior,60.54,2878475,0.245,2173278,0.3492,758801,16,0.5116,0.8028,703.02,0.0734,0.4468,0.6833,0.5495,moderate 5829,Ethiopia,2024,urban,Health,Mid_Level,126.0,1661288,0.4939,840702,0.17,142882,3,0.4695,0.6697,111.07,0.0527,0.2362,0.1923,0.3198,critical 5830,Botswana,2024,remote,Health,Director,2.6,124733,0.3499,81092,0.1826,14804,18,0.5674,0.791,1412.77,0.0929,0.5563,0.5989,0.4873,low 5831,Rwanda,2022,capital,Education,Junior,13.35,402474,0.1304,349977,0.3018,105618,21,0.5201,0.7717,491.64,0.0845,0.5496,0.5736,0.5734,moderate 5832,Tanzania,2018,rural,Infrastructure,Director,56.11,999911,0.4543,545680,0.1363,74397,11,0.5297,0.8051,451.2,0.0525,0.3592,0.3224,0.3869,low 5833,Uganda,2022,urban,Infrastructure,Mid_Level,46.01,382064,0.4447,212157,0.1837,38967,8,0.5379,0.7512,268.93,0.0601,0.3444,0.3706,0.3889,low 5834,DRC,2022,urban,Health,Junior,98.59,658864,0.6,263545,0.1314,34617,3,0.4769,0.7148,127.8,0.0698,0.201,0.2218,0.2898,critical 5835,Kenya,2024,rural,Education,Senior,55.0,1907290,0.2974,1339984,0.2268,303962,13,0.5416,0.8294,942.03,0.0908,0.4631,0.6787,0.5034,moderate 5836,Botswana,2021,rural,Finance,Junior,2.49,121205,0.2973,85165,0.2321,19770,16,0.5678,0.8878,624.82,0.0733,0.4866,0.735,0.529,moderate 5837,DRC,2020,capital,Social_Services,Junior,92.57,636779,0.4326,361302,0.1308,47265,5,0.4828,0.6404,114.95,0.0608,0.2018,0.2027,0.3236,critical 5838,Ethiopia,2023,urban,Security,Junior,122.93,1369173,0.3928,831362,0.1706,141864,4,0.4838,0.6722,110.13,0.0599,0.2016,0.1817,0.3436,critical 5839,Nigeria,2025,capital,Education,Mid_Level,235.75,4661182,0.2996,3264855,0.2582,843078,11,0.4791,0.684,225.06,0.059,0.3834,0.3219,0.4403,low 5840,Senegal,2023,urban,Finance,Mid_Level,17.53,352977,0.2144,277294,0.2663,73854,13,0.5125,0.7694,252.42,0.0623,0.3882,0.4157,0.4913,low 5841,Senegal,2024,urban,Health,Junior,18.0,413340,0.2313,317750,0.2443,77614,12,0.5685,0.7851,180.56,0.0703,0.3358,0.4337,0.478,low 5842,Uganda,2021,capital,Infrastructure,Junior,44.58,308273,0.3281,207129,0.2054,42553,6,0.601,0.6792,305.24,0.0582,0.3768,0.4654,0.4204,low 5843,Rwanda,2022,urban,Security,Executive,13.35,350191,0.1663,291967,0.3217,93924,29,0.5431,0.874,1760.64,0.0884,0.4262,0.7382,0.6089,moderate 5844,South Africa,2018,rural,Infrastructure,Director,59.11,2671301,0.3996,1603718,0.2553,409383,14,0.6369,0.8128,1013.11,0.0662,0.4926,0.6957,0.4896,low 5845,Rwanda,2020,rural,Social_Services,Mid_Level,12.73,435231,0.182,356011,0.2514,89486,28,0.6225,0.7887,513.13,0.0693,0.429,0.6606,0.5646,moderate 5846,Uganda,2022,rural,Education,Director,46.01,375907,0.5713,161144,0.126,20307,8,0.5571,0.7027,625.53,0.0573,0.4023,0.4775,0.3521,low 5847,DRC,2022,urban,Finance,Junior,98.59,640056,0.5407,293972,0.1175,34530,2,0.4448,0.6129,115.55,0.0585,0.232,0.2224,0.2866,critical 5848,Uganda,2023,capital,Infrastructure,Executive,47.48,379703,0.3675,240179,0.1815,43585,6,0.5406,0.8047,1156.73,0.0681,0.3806,0.4202,0.4193,low 5849,Mozambique,2022,urban,Social_Services,Junior,31.29,316633,0.5182,152550,0.1296,19766,5,0.4547,0.6287,148.46,0.0545,0.2312,0.2029,0.3031,critical 5850,Uganda,2022,remote,Finance,Junior,46.01,383978,0.6,153591,0.1042,16005,9,0.5742,0.7376,202.28,0.0497,0.3235,0.4762,0.3392,critical 5851,Botswana,2018,remote,Security,Mid_Level,2.38,118189,0.2901,83901,0.1747,14656,18,0.6235,0.8637,490.72,0.0883,0.4871,0.6427,0.5087,moderate 5852,Botswana,2025,urban,Security,Mid_Level,2.64,110745,0.2267,85641,0.3187,27293,20,0.5529,0.9315,529.86,0.076,0.4635,0.5429,0.5634,moderate 5853,Kenya,2018,capital,Finance,Junior,48.55,1946421,0.164,1627176,0.3697,601593,21,0.5342,0.8036,563.75,0.0948,0.4945,0.6178,0.5857,moderate 5854,Ghana,2018,rural,Education,Junior,30.01,685721,0.3847,421893,0.1908,80505,14,0.4878,0.778,305.25,0.0685,0.3152,0.4157,0.4263,low 5855,Kenya,2025,rural,Social_Services,Director,56.15,1736930,0.2359,1327221,0.2439,323647,20,0.5107,0.9109,1106.73,0.0936,0.4256,0.6777,0.549,moderate 5856,Ethiopia,2025,rural,Health,Junior,129.15,1583519,0.6,633407,0.1221,77331,5,0.4895,0.5982,131.36,0.0613,0.1948,0.236,0.2758,critical 5857,Botswana,2022,rural,Agriculture,Junior,2.52,128247,0.2596,94948,0.2808,26658,22,0.6358,0.9254,448.98,0.0912,0.4338,0.6308,0.5556,moderate 5858,Botswana,2025,urban,Health,Junior,2.64,126568,0.1758,104323,0.3409,35562,26,0.5581,0.7996,558.25,0.0862,0.4167,0.6661,0.5845,moderate 5859,Ethiopia,2018,remote,Security,Mid_Level,108.65,1397752,0.6,559100,0.1,55910,4,0.5469,0.7141,104.05,0.0698,0.1833,0.1841,0.2789,critical 5860,South Africa,2021,urban,Social_Services,Junior,60.54,3466835,0.2959,2441110,0.3471,847410,18,0.4866,0.889,638.7,0.0716,0.5541,0.7751,0.5741,moderate 5861,Ghana,2023,rural,Social_Services,Executive,33.3,863465,0.2912,611985,0.2113,129309,10,0.5415,0.7686,921.72,0.0508,0.3544,0.3963,0.4454,low 5862,Tanzania,2025,capital,Social_Services,Mid_Level,69.01,1134198,0.2423,859365,0.2005,172326,9,0.6041,0.7878,218.61,0.0565,0.3287,0.3402,0.4471,low 5863,DRC,2019,rural,Agriculture,Junior,89.7,499887,0.6,199954,0.1,19995,3,0.4894,0.6988,142.89,0.05,0.2135,0.2269,0.2814,critical 5864,South Africa,2022,urban,Administration,Mid_Level,61.02,3242737,0.2232,2518935,0.313,788507,16,0.5786,0.858,539.94,0.0703,0.4927,0.6787,0.5583,moderate 5865,Kenya,2024,capital,Education,Executive,55.0,1672247,0.1792,1372662,0.3792,520505,18,0.5858,0.8106,2281.38,0.0948,0.485,0.7451,0.5896,moderate 5866,Rwanda,2018,rural,ICT,Senior,12.14,319217,0.2278,246507,0.2052,50577,18,0.4995,0.7893,766.21,0.0879,0.4404,0.5217,0.504,moderate 5867,Ghana,2021,urban,Finance,Mid_Level,31.94,911633,0.2465,686880,0.2752,189011,15,0.5491,0.6772,227.77,0.0649,0.3171,0.4266,0.4706,low 5868,Ghana,2018,rural,Infrastructure,Mid_Level,30.01,644056,0.4251,370269,0.2007,74318,13,0.6042,0.6824,198.99,0.0518,0.314,0.334,0.3936,low 5869,Uganda,2025,urban,Health,Mid_Level,50.57,388360,0.3573,249599,0.2173,54227,9,0.5508,0.7496,190.35,0.0595,0.3409,0.4006,0.4241,low 5870,Mozambique,2021,rural,Agriculture,Junior,30.47,278112,0.5662,120654,0.113,13632,7,0.5387,0.6595,122.33,0.055,0.2072,0.2056,0.2944,critical 5871,Senegal,2024,urban,Education,Junior,18.0,374243,0.2435,283101,0.2822,79900,8,0.46,0.7157,266.51,0.0709,0.3685,0.4458,0.4685,low 5872,Kenya,2022,remote,Agriculture,Mid_Level,52.76,2114573,0.3453,1384411,0.1547,214221,22,0.597,0.9023,470.77,0.0947,0.5323,0.6848,0.5144,moderate 5873,Botswana,2024,rural,Social_Services,Mid_Level,2.6,124119,0.2993,86975,0.2746,23886,15,0.4779,0.8959,363.81,0.0858,0.5475,0.6658,0.5371,moderate 5874,DRC,2019,remote,Infrastructure,Junior,89.7,524084,0.6,209633,0.1,20963,4,0.445,0.6396,133.47,0.0521,0.2403,0.1622,0.2712,critical 5875,Ghana,2020,capital,Education,Junior,31.29,777534,0.2749,563793,0.2764,155823,10,0.492,0.6877,197.28,0.0551,0.3217,0.3325,0.444,low 5876,Rwanda,2025,capital,Security,Junior,14.34,436908,0.1153,386540,0.3006,116212,22,0.624,0.9303,485.6,0.0858,0.4998,0.7642,0.6173,moderate 5877,Nigeria,2022,urban,Security,Senior,218.92,4835980,0.3782,3006810,0.2027,609586,9,0.5246,0.8227,295.67,0.059,0.3742,0.3303,0.4225,low 5878,Tanzania,2025,rural,Health,Mid_Level,69.01,1293087,0.336,858639,0.1787,153400,9,0.5417,0.7776,205.16,0.0623,0.3317,0.4608,0.4291,low 5879,Ghana,2025,rural,Health,Mid_Level,34.71,988290,0.3401,652190,0.1857,121101,10,0.4707,0.6864,201.23,0.0579,0.3565,0.4048,0.4155,low 5880,Rwanda,2021,rural,Social_Services,Junior,13.04,392226,0.2493,294437,0.2131,62756,22,0.6056,0.8409,517.36,0.0653,0.4885,0.769,0.5478,moderate 5881,Botswana,2025,rural,Administration,Senior,2.64,107655,0.2708,78499,0.3083,24203,24,0.6507,0.8831,541.76,0.0646,0.5262,0.5996,0.5644,moderate 5882,Mozambique,2021,urban,Education,Junior,30.47,298955,0.3961,180528,0.158,28517,7,0.4661,0.6157,92.74,0.0622,0.2128,0.1702,0.3386,critical 5883,Nigeria,2023,urban,Finance,Mid_Level,224.39,3852075,0.3897,2351045,0.2042,480057,10,0.6117,0.818,287.43,0.0633,0.3507,0.3454,0.4209,low 5884,Kenya,2021,urban,Administration,Junior,51.68,1864777,0.2299,1436093,0.266,382021,18,0.5792,0.7745,561.34,0.0773,0.4817,0.5339,0.5218,moderate 5885,Ethiopia,2021,capital,Security,Senior,117.0,1262514,0.3551,814147,0.1917,156042,4,0.5528,0.6147,143.49,0.0554,0.2255,0.2023,0.3541,low 5886,South Africa,2024,capital,Infrastructure,Junior,62.0,2953329,0.215,2318357,0.3769,873856,18,0.6421,0.8279,612.41,0.0827,0.5366,0.6737,0.5807,moderate 5887,Uganda,2024,capital,Health,Mid_Level,49.0,363604,0.3552,234462,0.1937,45416,8,0.568,0.7506,229.76,0.0627,0.3862,0.3681,0.4177,low 5888,South Africa,2019,urban,Finance,Mid_Level,59.58,3116222,0.2675,2282693,0.3935,898307,16,0.5205,0.9347,643.78,0.0788,0.4874,0.667,0.5772,moderate 5889,Uganda,2022,rural,Infrastructure,Mid_Level,46.01,397670,0.5063,196320,0.1481,29071,7,0.6003,0.7562,292.11,0.0507,0.3651,0.338,0.3617,low 5890,Senegal,2023,urban,Security,Junior,17.53,422515,0.2063,335338,0.2274,76265,10,0.5157,0.6887,239.66,0.0618,0.3745,0.3518,0.4562,low 5891,Rwanda,2020,urban,Social_Services,Junior,12.73,407847,0.1869,331634,0.2928,97091,27,0.5489,0.9009,458.42,0.0838,0.5527,0.5848,0.5929,moderate 5892,Tanzania,2023,urban,Security,Junior,65.05,1031149,0.338,682578,0.2018,137752,9,0.5671,0.703,235.37,0.0508,0.3089,0.4617,0.421,low 5893,Senegal,2023,urban,Infrastructure,Mid_Level,17.53,329957,0.2278,254778,0.2517,64135,10,0.5064,0.7451,284.86,0.0657,0.3598,0.443,0.473,low 5894,Ghana,2019,capital,Justice,Junior,30.64,697082,0.203,555542,0.2885,160293,12,0.5123,0.7286,319.98,0.0542,0.3407,0.3785,0.4826,low 5895,Tanzania,2022,rural,Administration,Junior,63.15,1108713,0.4077,656650,0.1749,114872,6,0.5983,0.7902,243.66,0.0627,0.3986,0.3521,0.4004,low 5896,Ethiopia,2025,capital,ICT,Junior,129.15,1646845,0.3411,1085050,0.1661,180204,3,0.4418,0.6878,150.24,0.0651,0.2315,0.1724,0.3573,low 5897,Uganda,2022,urban,Social_Services,Mid_Level,46.01,413992,0.4713,218877,0.1835,40155,8,0.5934,0.7298,291.18,0.048,0.3423,0.4219,0.3839,low 5898,Senegal,2020,remote,Security,Mid_Level,16.18,395006,0.4455,219044,0.1241,27174,12,0.5502,0.7058,321.49,0.0576,0.3013,0.4674,0.3824,low 5899,DRC,2019,rural,Infrastructure,Senior,89.7,470101,0.6,188040,0.1,18804,3,0.557,0.6086,230.38,0.0704,0.2201,0.1874,0.2645,critical 5900,Senegal,2021,rural,Education,Junior,16.62,359203,0.3606,229659,0.1601,36766,8,0.5964,0.8199,255.34,0.0651,0.3178,0.4586,0.4205,low 5901,Tanzania,2024,capital,Justice,Junior,67.0,1188020,0.2461,895616,0.2614,234083,8,0.5834,0.7661,248.0,0.0641,0.2978,0.4066,0.4592,low 5902,Ethiopia,2019,rural,Social_Services,Mid_Level,111.37,1512361,0.5402,695345,0.1025,71287,5,0.4634,0.6513,133.23,0.053,0.2038,0.2249,0.2936,critical 5903,Mozambique,2020,rural,ICT,Senior,29.66,322834,0.5333,150672,0.1,15067,6,0.5154,0.6752,159.01,0.053,0.2101,0.1692,0.2959,critical 5904,Tanzania,2022,capital,Health,Mid_Level,63.15,1167392,0.2951,822930,0.22,181056,9,0.5491,0.7,177.99,0.0626,0.354,0.4715,0.4413,low 5905,Uganda,2022,capital,Justice,Junior,46.01,390618,0.405,232411,0.1892,43978,6,0.4605,0.7046,212.82,0.0547,0.3455,0.4712,0.3984,low 5906,Senegal,2018,urban,Education,Senior,15.34,381513,0.2365,291270,0.276,80399,13,0.5284,0.6903,480.65,0.0674,0.373,0.3907,0.4723,low 5907,Tanzania,2019,urban,Finance,Mid_Level,57.79,919550,0.3226,622905,0.2303,143461,11,0.5895,0.8235,184.57,0.0703,0.3813,0.4106,0.4571,low 5908,Ethiopia,2020,capital,Health,Junior,114.15,1332841,0.4633,715372,0.1557,111364,4,0.4672,0.7087,94.76,0.0606,0.2011,0.2054,0.3301,critical 5909,Tanzania,2018,remote,Finance,Junior,56.11,953305,0.5876,393121,0.113,44410,8,0.5901,0.8243,320.96,0.0512,0.3561,0.4158,0.3522,low 5910,Uganda,2024,urban,Finance,Junior,49.0,419129,0.43,238921,0.2205,52672,7,0.5944,0.8201,180.59,0.0489,0.4006,0.4159,0.4198,low 5911,South Africa,2020,urban,Finance,Junior,60.06,3575089,0.2382,2723640,0.3516,957608,24,0.6656,0.7968,400.81,0.0684,0.4509,0.6031,0.5633,moderate 5912,Kenya,2023,capital,Education,Junior,53.87,1615800,0.1621,1353809,0.3324,450022,18,0.5951,0.8317,518.77,0.0915,0.5232,0.6694,0.5816,moderate 5913,Mozambique,2024,urban,ICT,Mid_Level,33.0,347001,0.4813,179987,0.118,21233,4,0.5273,0.664,148.59,0.0608,0.1954,0.1991,0.3082,critical 5914,Kenya,2020,rural,Agriculture,Junior,50.61,1703013,0.2891,1210689,0.2539,307337,16,0.6016,0.8367,464.2,0.0843,0.5577,0.6037,0.5228,moderate 5915,DRC,2021,capital,Security,Junior,95.53,507794,0.503,252374,0.1328,33516,3,0.5273,0.6947,122.99,0.0671,0.2095,0.1786,0.308,critical 5916,Rwanda,2019,capital,Security,Junior,12.43,378276,0.1615,317186,0.3103,98431,19,0.6169,0.7701,412.08,0.0778,0.5587,0.6562,0.5717,moderate 5917,Uganda,2019,rural,Education,Junior,41.86,335271,0.5693,144391,0.1593,23007,8,0.5768,0.8118,223.52,0.0616,0.3995,0.4085,0.3701,low 5918,South Africa,2019,remote,Education,Junior,59.58,3281277,0.4023,1961290,0.184,360821,16,0.4858,0.7774,433.1,0.0775,0.538,0.5757,0.4634,low 5919,Mozambique,2023,remote,Finance,Executive,32.13,334576,0.6,133830,0.1,13383,6,0.4704,0.7037,433.26,0.0518,0.2118,0.1734,0.2841,critical 5920,South Africa,2020,urban,Health,Junior,60.06,3063470,0.2265,2369698,0.3643,863316,14,0.5806,0.8574,506.99,0.0802,0.4962,0.6517,0.5629,moderate 5921,Botswana,2021,urban,Education,Junior,2.49,108339,0.1883,87941,0.3988,35070,21,0.6313,0.8975,448.03,0.0799,0.4644,0.5388,0.5901,moderate 5922,Tanzania,2024,rural,Health,Mid_Level,67.0,1330888,0.3231,900832,0.1517,136615,7,0.5241,0.6981,180.09,0.0485,0.3971,0.3307,0.4021,low 5923,Kenya,2019,urban,Security,Junior,49.57,1758687,0.1991,1408452,0.2825,397847,20,0.661,0.8151,411.79,0.0757,0.5463,0.7191,0.5696,moderate 5924,Kenya,2024,remote,Education,Senior,55.0,2166002,0.364,1377577,0.1633,224962,21,0.5027,0.8133,568.14,0.0763,0.5254,0.6244,0.4893,low 5925,Rwanda,2022,urban,Health,Junior,13.35,345859,0.1821,282889,0.283,80050,22,0.598,0.856,534.6,0.0808,0.489,0.6943,0.577,moderate 5926,Tanzania,2020,urban,Finance,Junior,59.53,1231218,0.3449,806604,0.2269,183047,10,0.6004,0.7288,254.46,0.0565,0.3912,0.4172,0.4357,low 5927,Ghana,2022,urban,Agriculture,Junior,32.62,818977,0.2383,623852,0.2486,155094,10,0.4908,0.7466,183.81,0.056,0.3478,0.3439,0.4587,low 5928,Kenya,2020,urban,Administration,Junior,50.61,1508426,0.2166,1181662,0.3504,414058,22,0.5815,0.7949,552.13,0.0898,0.4983,0.6114,0.5686,moderate 5929,Botswana,2020,urban,Education,Junior,2.45,120926,0.1932,97565,0.3425,33411,25,0.5729,0.7968,365.01,0.0917,0.4991,0.5277,0.572,moderate 5930,Nigeria,2021,urban,Education,Director,213.58,4856930,0.3698,3061077,0.2136,653695,7,0.4574,0.6823,802.26,0.0522,0.3743,0.3702,0.4052,low 5931,DRC,2024,remote,Education,Junior,105.0,629093,0.6,251637,0.1,25163,4,0.5092,0.6498,127.74,0.0559,0.2265,0.1618,0.2713,critical 5932,South Africa,2019,remote,Administration,Junior,59.58,3209016,0.4674,1709201,0.1752,299506,14,0.5826,0.8967,569.68,0.0694,0.4998,0.5792,0.4544,low 5933,Botswana,2022,urban,Agriculture,Junior,2.52,114486,0.1902,92715,0.3332,30892,16,0.5909,0.8064,509.27,0.0646,0.4558,0.5305,0.5454,moderate 5934,Tanzania,2020,rural,Security,Junior,59.53,949770,0.3355,631124,0.1732,109336,7,0.6065,0.7582,324.82,0.0538,0.3971,0.4676,0.4271,low 5935,Nigeria,2019,remote,Education,Junior,203.29,3900694,0.4684,2073755,0.1297,268926,10,0.5128,0.7221,180.39,0.064,0.3238,0.3957,0.3706,low 5936,Ethiopia,2022,rural,Security,Executive,119.93,1496158,0.594,607410,0.1244,75577,5,0.4713,0.6585,371.36,0.0563,0.1804,0.1663,0.2785,critical 5937,DRC,2019,rural,Infrastructure,Junior,89.7,549698,0.6,219879,0.1,21987,4,0.4602,0.657,92.12,0.0642,0.1927,0.1639,0.2692,critical 5938,DRC,2019,rural,Security,Junior,89.7,516478,0.6,206591,0.1,20659,4,0.5821,0.6871,116.06,0.0617,0.2133,0.2391,0.2833,critical 5939,Nigeria,2023,urban,Security,Director,224.39,4071623,0.3973,2454059,0.2208,541848,9,0.4917,0.7281,627.26,0.0521,0.3152,0.3661,0.4057,low 5940,Ethiopia,2018,rural,Education,Senior,108.65,1256252,0.6,502500,0.1264,63506,3,0.5439,0.6508,194.75,0.0713,0.1867,0.214,0.2768,critical 5941,Ghana,2023,urban,Health,Junior,33.3,812606,0.2889,577828,0.2735,158057,9,0.4642,0.7306,191.82,0.0514,0.3688,0.3961,0.4547,low 5942,Mozambique,2023,urban,Health,Junior,32.13,274741,0.4947,138816,0.1579,21921,4,0.5851,0.6193,130.43,0.0571,0.2175,0.2274,0.3132,critical 5943,Senegal,2024,remote,Education,Senior,18.0,378089,0.3532,244542,0.1267,30977,9,0.5462,0.7676,352.23,0.0679,0.3031,0.4588,0.4072,low 5944,Ethiopia,2023,urban,Agriculture,Junior,122.93,1301789,0.5602,572576,0.1472,84292,6,0.5678,0.6837,86.55,0.068,0.2086,0.2299,0.3082,critical 5945,DRC,2021,rural,Education,Mid_Level,95.53,657773,0.6,263109,0.1,26310,4,0.5133,0.6214,153.85,0.0496,0.2336,0.1641,0.268,critical 5946,Ethiopia,2023,urban,Security,Mid_Level,122.93,1381441,0.4444,767522,0.1653,126886,3,0.4925,0.6103,119.78,0.0531,0.2223,0.2232,0.3238,critical 5947,Nigeria,2020,rural,Infrastructure,Junior,208.37,4476750,0.4122,2631551,0.1727,454573,12,0.5737,0.7331,254.84,0.0693,0.3641,0.4079,0.4073,low 5948,Kenya,2021,rural,Health,Mid_Level,51.68,1841019,0.2257,1425444,0.2466,351506,18,0.5912,0.8633,624.25,0.0815,0.529,0.6597,0.5486,moderate 5949,Ethiopia,2024,rural,ICT,Mid_Level,126.0,1448606,0.6,579442,0.1171,67860,5,0.5579,0.6506,135.28,0.0716,0.2236,0.2209,0.2838,critical 5950,Tanzania,2023,rural,Security,Executive,65.05,1226696,0.3242,829015,0.1433,118765,7,0.5564,0.6994,1235.93,0.0521,0.3855,0.4666,0.4124,low 5951,Rwanda,2025,capital,Infrastructure,Senior,14.34,484411,0.1449,414231,0.3254,134786,22,0.5711,0.8998,945.32,0.0787,0.5574,0.7,0.6108,moderate 5952,Rwanda,2021,capital,Infrastructure,Junior,13.04,347591,0.1661,289858,0.3126,90599,31,0.535,0.7972,564.08,0.0945,0.4253,0.5854,0.5848,moderate 5953,DRC,2022,remote,Finance,Mid_Level,98.59,565838,0.6,226335,0.1,22633,4,0.5744,0.6064,125.9,0.0658,0.1973,0.1907,0.2648,critical 5954,Mozambique,2025,urban,Education,Junior,33.89,349630,0.4265,200522,0.1577,31621,6,0.4826,0.5926,148.77,0.0659,0.2162,0.1961,0.3279,critical 5955,Rwanda,2018,urban,Health,Senior,12.14,407153,0.1895,329988,0.2804,92536,23,0.6104,0.8417,822.17,0.0803,0.4324,0.5599,0.5557,moderate 5956,Uganda,2023,rural,Health,Junior,47.48,348193,0.6,139277,0.1329,18506,7,0.5647,0.6926,217.83,0.0696,0.3653,0.3988,0.331,critical 5957,Senegal,2023,rural,Education,Director,17.53,367032,0.313,252157,0.1583,39920,11,0.5611,0.7505,721.78,0.0561,0.3601,0.3546,0.4229,low 5958,Kenya,2025,rural,Education,Junior,56.15,1769224,0.2322,1358473,0.2379,323220,12,0.5089,0.8333,358.48,0.0721,0.5314,0.7416,0.5337,moderate 5959,Tanzania,2021,rural,Social_Services,Junior,61.31,1206183,0.4496,663930,0.1669,110837,8,0.5345,0.6982,287.62,0.0652,0.3629,0.4531,0.3857,low 5960,Senegal,2018,urban,Education,Mid_Level,15.34,287947,0.2222,223979,0.2158,48345,10,0.6085,0.6819,313.0,0.0648,0.3902,0.4468,0.4594,low 5961,Tanzania,2021,urban,Health,Mid_Level,61.31,1104734,0.3277,742659,0.2201,163454,7,0.4847,0.791,250.96,0.0504,0.3814,0.3833,0.4357,low 5962,Mozambique,2020,capital,Education,Junior,29.66,316319,0.4019,189186,0.1722,32579,4,0.4861,0.6681,124.0,0.0611,0.1844,0.1617,0.3374,critical 5963,DRC,2023,rural,Health,Senior,101.74,659313,0.6,263725,0.1,26372,3,0.5633,0.6077,215.67,0.0638,0.1902,0.2292,0.2656,critical 5964,Senegal,2024,rural,Infrastructure,Mid_Level,18.0,416190,0.2725,302771,0.1739,52644,13,0.5972,0.6865,303.63,0.0495,0.3694,0.3739,0.4351,low 5965,Mozambique,2020,rural,Health,Director,29.66,337246,0.5,168606,0.1147,19338,7,0.4681,0.5868,294.43,0.0561,0.2089,0.2012,0.3002,critical 5966,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,962078,0.3307,643941,0.1778,114486,11,0.5909,0.7197,272.66,0.0571,0.3393,0.4389,0.4251,low 5967,Botswana,2019,urban,Agriculture,Senior,2.41,122077,0.162,102299,0.3427,35055,17,0.6529,0.8684,947.29,0.0948,0.5494,0.5893,0.5818,moderate 5968,Kenya,2022,capital,Finance,Junior,52.76,2075990,0.194,1673175,0.3604,602940,20,0.5881,0.8237,601.62,0.0751,0.4931,0.5594,0.5704,moderate 5969,Ethiopia,2022,rural,Administration,Junior,119.93,1354567,0.5353,629456,0.1114,70119,5,0.543,0.5965,105.62,0.0558,0.2163,0.2231,0.2899,critical 5970,Senegal,2025,urban,Education,Junior,18.49,428182,0.2642,315049,0.2708,85312,9,0.5908,0.7755,177.88,0.0713,0.3241,0.3321,0.4561,low 5971,Tanzania,2021,urban,Finance,Senior,61.31,976805,0.3341,650484,0.2146,139613,6,0.5987,0.8091,334.06,0.0601,0.3231,0.4012,0.4289,low 5972,Uganda,2019,urban,Education,Junior,41.86,291449,0.4106,171771,0.1763,30286,6,0.5003,0.7842,228.39,0.0661,0.4003,0.471,0.4112,low 5973,Kenya,2019,remote,Social_Services,Junior,49.57,1980364,0.3993,1189639,0.1802,214365,18,0.6561,0.7982,582.44,0.0929,0.49,0.5975,0.4687,low 5974,DRC,2021,remote,Justice,Mid_Level,95.53,506172,0.6,202468,0.1,20246,5,0.5227,0.6649,155.95,0.0661,0.2091,0.2041,0.2786,critical 5975,DRC,2025,remote,Infrastructure,Junior,108.36,705084,0.6,282033,0.1,28203,2,0.5596,0.5913,123.33,0.0719,0.1991,0.2243,0.261,critical 5976,Mozambique,2019,capital,Education,Senior,28.88,299805,0.4349,169414,0.1415,23968,4,0.5233,0.5895,178.63,0.071,0.2194,0.2005,0.3171,critical 5977,South Africa,2019,urban,Infrastructure,Mid_Level,59.58,3200938,0.3044,2226676,0.3146,700578,18,0.5117,0.835,378.78,0.0753,0.4734,0.7091,0.5411,moderate 5978,Tanzania,2025,urban,Justice,Junior,69.01,1161183,0.2554,864588,0.2088,180487,10,0.5563,0.7077,287.16,0.0501,0.3139,0.349,0.4358,low 5979,DRC,2023,urban,Administration,Junior,101.74,690436,0.4331,391421,0.13,50869,3,0.4388,0.6199,108.23,0.0656,0.2351,0.1909,0.3173,critical 5980,Botswana,2020,capital,Administration,Junior,2.45,108066,0.1492,91939,0.3859,35478,19,0.6245,0.8079,620.2,0.0866,0.4595,0.537,0.5775,moderate 5981,Kenya,2019,urban,Social_Services,Junior,49.57,1683203,0.2361,1285780,0.3012,387322,14,0.5031,0.9095,493.97,0.0891,0.5007,0.5746,0.5452,moderate 5982,South Africa,2019,capital,Health,Mid_Level,59.58,3432815,0.2449,2592155,0.4238,1098441,24,0.6757,0.8958,493.41,0.0751,0.4281,0.7633,0.6082,moderate 5983,Mozambique,2020,capital,Health,Junior,29.66,328164,0.453,179512,0.1399,25107,7,0.542,0.6226,105.16,0.0576,0.1875,0.212,0.3226,critical 5984,Botswana,2018,rural,Justice,Junior,2.38,106837,0.2434,80830,0.3052,24672,22,0.6669,0.8977,582.77,0.0867,0.5159,0.6231,0.569,moderate 5985,Rwanda,2018,urban,Justice,Junior,12.14,361355,0.1461,308575,0.3188,98372,20,0.6109,0.8747,478.84,0.0721,0.4575,0.5713,0.5773,moderate 5986,Nigeria,2025,capital,Finance,Mid_Level,235.75,4956809,0.3302,3320310,0.2433,807948,10,0.6048,0.6922,241.28,0.0525,0.3023,0.3448,0.4218,low 5987,Senegal,2019,rural,Justice,Director,15.76,394251,0.3731,247159,0.18,44490,10,0.5319,0.8198,658.52,0.0659,0.3043,0.4758,0.4277,low 5988,Botswana,2022,urban,Social_Services,Junior,2.52,96962,0.2234,75298,0.3378,25436,17,0.6422,0.8288,606.31,0.0938,0.4454,0.538,0.5438,moderate 5989,Ethiopia,2018,urban,Health,Director,108.65,1471491,0.4615,792348,0.1472,116631,4,0.5677,0.6038,237.15,0.0547,0.2152,0.217,0.3152,critical 5990,Nigeria,2025,capital,Education,Junior,235.75,4067399,0.335,2704716,0.2464,666437,10,0.5323,0.7299,195.64,0.0694,0.31,0.4126,0.4346,low 5991,Uganda,2025,urban,Finance,Mid_Level,50.57,375020,0.3605,239836,0.17,40776,5,0.4861,0.7769,186.27,0.0664,0.3424,0.4086,0.4065,low 5992,Rwanda,2020,rural,Justice,Junior,12.73,426417,0.2236,331059,0.2457,81357,25,0.5268,0.8408,402.99,0.0803,0.549,0.6425,0.5633,moderate 5993,DRC,2019,rural,Education,Director,89.7,526272,0.6,210508,0.1,21050,3,0.5371,0.5875,356.96,0.0694,0.213,0.1798,0.2599,critical 5994,Kenya,2019,rural,Education,Mid_Level,49.57,1923916,0.2985,1349590,0.1914,258293,19,0.4917,0.8201,462.3,0.0791,0.5128,0.7777,0.5228,moderate 5995,Rwanda,2019,rural,Education,Junior,12.43,408189,0.179,335126,0.2013,67469,22,0.5774,0.835,526.0,0.0875,0.511,0.712,0.5581,moderate 5996,Ghana,2022,urban,Health,Executive,32.62,853728,0.2409,648097,0.2846,184479,12,0.5322,0.7673,833.63,0.0713,0.3435,0.4115,0.4815,low 5997,Tanzania,2018,remote,Security,Junior,56.11,988087,0.4476,545792,0.117,63877,8,0.5762,0.7602,241.19,0.0522,0.3968,0.3685,0.3779,low 5998,Nigeria,2018,urban,Education,Junior,198.33,4344058,0.3211,2949361,0.2281,672830,11,0.5454,0.7837,247.39,0.0563,0.3503,0.4766,0.4545,low 5999,Ghana,2018,remote,Security,Director,30.01,694022,0.4287,396511,0.1298,51460,9,0.5303,0.6884,663.47,0.0615,0.3968,0.4658,0.3873,low 6000,Ethiopia,2020,remote,Health,Mid_Level,114.15,1402851,0.6,561140,0.1,56114,4,0.5207,0.6741,103.28,0.0508,0.2223,0.1749,0.2758,critical 6001,Botswana,2019,capital,Justice,Junior,2.41,116445,0.1725,96354,0.4041,38932,27,0.6222,0.8052,645.08,0.0739,0.4862,0.6179,0.6066,moderate 6002,Senegal,2023,urban,Education,Mid_Level,17.53,384695,0.1961,309254,0.2571,79513,8,0.6055,0.7866,231.04,0.0494,0.3319,0.4242,0.4789,low 6003,South Africa,2025,rural,Justice,Junior,62.5,3043357,0.3817,1881608,0.2427,456578,24,0.5138,0.8699,502.67,0.0898,0.4414,0.5715,0.507,moderate 6004,DRC,2021,rural,Health,Director,95.53,632190,0.6,252876,0.1,25287,4,0.4764,0.6974,311.35,0.0673,0.2165,0.1838,0.2796,critical 6005,DRC,2023,rural,Security,Senior,101.74,637265,0.6,254906,0.1,25490,4,0.5646,0.6936,135.86,0.0578,0.2008,0.2301,0.2821,critical 6006,Nigeria,2020,remote,Social_Services,Senior,208.37,3675325,0.6,1470130,0.1211,178003,7,0.5476,0.8047,426.3,0.0649,0.3963,0.4748,0.3556,low 6007,Nigeria,2024,rural,Education,Mid_Level,230.0,4641287,0.4462,2570198,0.1835,471564,12,0.4996,0.7933,266.66,0.0654,0.3501,0.4314,0.4115,low 6008,Nigeria,2023,rural,ICT,Junior,224.39,4213180,0.476,2207727,0.1621,357795,9,0.5242,0.7917,183.54,0.0588,0.3675,0.3855,0.3881,low 6009,Ethiopia,2018,remote,Education,Director,108.65,1468619,0.6,587447,0.1,58744,4,0.4705,0.658,306.55,0.0692,0.2212,0.2187,0.2777,critical 6010,Ghana,2024,capital,Education,Mid_Level,34.0,920363,0.2694,672456,0.3268,219732,13,0.4926,0.7166,266.03,0.0632,0.2981,0.3993,0.4741,low 6011,Nigeria,2025,capital,Education,Mid_Level,235.75,5333157,0.249,4005414,0.2774,1111184,8,0.4999,0.7158,307.9,0.052,0.3051,0.4474,0.4597,low 6012,Tanzania,2024,urban,ICT,Director,67.0,1068991,0.2561,795235,0.2078,165255,9,0.4568,0.7668,758.47,0.0595,0.3059,0.3504,0.4411,low 6013,DRC,2022,rural,Health,Mid_Level,98.59,557377,0.6,222950,0.1,22295,4,0.4792,0.6859,88.62,0.0545,0.2065,0.1986,0.2784,critical 6014,Uganda,2022,urban,Health,Director,46.01,325624,0.3249,219820,0.195,42861,5,0.5451,0.7736,626.13,0.0561,0.3699,0.4147,0.4245,low 6015,Kenya,2020,capital,Health,Mid_Level,50.61,1746932,0.1927,1410283,0.2902,409193,22,0.5981,0.8011,411.02,0.092,0.4288,0.5479,0.5472,moderate 6016,Mozambique,2024,remote,Finance,Junior,33.0,348743,0.6,139497,0.1,13949,7,0.5881,0.5854,151.65,0.0644,0.1816,0.2175,0.2702,critical 6017,Rwanda,2025,urban,Security,Junior,14.34,450139,0.1637,376431,0.2874,108196,17,0.613,0.8027,472.77,0.0926,0.5409,0.6857,0.5665,moderate 6018,Botswana,2020,capital,Health,Director,2.45,114557,0.1622,95977,0.457,43858,22,0.5708,0.7864,938.42,0.0854,0.4246,0.5413,0.5933,moderate 6019,Botswana,2025,urban,Administration,Junior,2.64,134792,0.2046,107207,0.3491,37431,27,0.5359,0.9171,548.31,0.0803,0.5459,0.5235,0.5981,moderate 6020,Ethiopia,2022,rural,Health,Junior,119.93,1302766,0.5661,565278,0.1188,67182,6,0.5476,0.6568,119.46,0.0514,0.2258,0.2329,0.2976,critical 6021,Mozambique,2020,capital,Security,Mid_Level,29.66,264769,0.3443,173616,0.1439,24990,5,0.485,0.6612,145.29,0.0621,0.1886,0.1713,0.3476,critical 6022,DRC,2025,capital,Administration,Mid_Level,108.36,553749,0.4309,315116,0.1304,41087,3,0.577,0.589,108.37,0.0563,0.2227,0.2389,0.3169,critical 6023,Kenya,2025,urban,Security,Director,56.15,2112851,0.1743,1744651,0.3468,604960,16,0.5511,0.7764,1519.68,0.0933,0.5481,0.5704,0.5614,moderate 6024,DRC,2018,urban,Education,Junior,86.92,523147,0.6,209258,0.1109,23214,3,0.4669,0.662,133.6,0.059,0.2298,0.1612,0.2736,critical 6025,Senegal,2022,rural,Administration,Junior,17.07,361143,0.3232,244426,0.1805,44115,9,0.5376,0.6994,230.65,0.0707,0.3169,0.3419,0.4076,low 6026,DRC,2018,rural,Agriculture,Junior,86.92,506484,0.6,202593,0.1,20259,3,0.5512,0.6292,118.23,0.0674,0.212,0.1909,0.2672,critical 6027,Mozambique,2021,rural,Health,Junior,30.47,309849,0.5076,152563,0.1042,15900,5,0.5413,0.6011,120.16,0.066,0.1984,0.2211,0.2938,critical 6028,South Africa,2020,rural,Social_Services,Junior,60.06,2957951,0.4059,1757356,0.2213,388859,15,0.4786,0.8102,526.88,0.0722,0.5589,0.6398,0.4828,low 6029,South Africa,2022,capital,Security,Junior,61.02,3660892,0.2573,2719077,0.3226,877305,18,0.5574,0.8576,591.19,0.0918,0.5015,0.7013,0.5603,moderate 6030,Rwanda,2020,capital,Health,Junior,12.73,408158,0.1272,356259,0.3748,133532,18,0.6255,0.8713,463.74,0.0903,0.5186,0.737,0.6132,moderate 6031,Nigeria,2023,capital,Agriculture,Mid_Level,224.39,4921290,0.2615,3634495,0.2312,840470,7,0.5203,0.6758,267.89,0.0516,0.3134,0.3358,0.4262,low 6032,Ghana,2021,capital,Health,Junior,31.94,852723,0.1925,688554,0.2722,187394,10,0.5009,0.7081,227.95,0.0664,0.3645,0.3726,0.4748,low 6033,Ghana,2023,urban,Finance,Mid_Level,33.3,846781,0.2567,629394,0.2504,157609,13,0.5349,0.762,236.92,0.067,0.3962,0.471,0.4819,low 6034,Kenya,2018,urban,Education,Junior,48.55,1871930,0.2161,1467423,0.3144,461363,21,0.6091,0.9215,551.07,0.0665,0.4191,0.7477,0.582,moderate 6035,Nigeria,2022,urban,Agriculture,Junior,218.92,4109593,0.3173,2805518,0.2396,672120,10,0.6101,0.7944,287.1,0.067,0.2993,0.4769,0.4523,low 6036,Senegal,2025,capital,Social_Services,Junior,18.49,433088,0.1957,348349,0.3044,106039,13,0.6043,0.6838,185.34,0.0607,0.3898,0.3552,0.4868,low 6037,Rwanda,2019,urban,Administration,Director,12.43,421269,0.1626,352771,0.3658,129060,32,0.7052,0.8393,1062.94,0.0881,0.4551,0.6118,0.6134,moderate 6038,DRC,2022,remote,Infrastructure,Junior,98.59,605711,0.6,242284,0.1,24228,3,0.5242,0.617,128.31,0.0639,0.2085,0.1602,0.2619,critical 6039,South Africa,2018,urban,Education,Mid_Level,59.11,3204671,0.2531,2393726,0.3504,838828,25,0.6238,0.7984,398.63,0.0944,0.5606,0.6392,0.5766,moderate 6040,Ethiopia,2024,rural,Health,Senior,126.0,1452750,0.6,581100,0.1251,72703,5,0.5334,0.69,213.07,0.0631,0.1809,0.2299,0.2884,critical 6041,Tanzania,2022,urban,Social_Services,Junior,63.15,999870,0.2681,731821,0.2423,177307,10,0.5384,0.7982,305.72,0.0672,0.4021,0.4735,0.4758,low 6042,Mozambique,2022,rural,ICT,Director,31.29,311115,0.5124,151696,0.1,15169,4,0.4416,0.6827,305.91,0.0589,0.1786,0.1979,0.297,critical 6043,Kenya,2018,rural,ICT,Senior,48.55,1542842,0.2851,1102967,0.2083,229763,17,0.561,0.8088,767.81,0.0857,0.5173,0.5674,0.5031,moderate 6044,Nigeria,2018,rural,Security,Mid_Level,198.33,4125689,0.5194,1982802,0.1612,319634,9,0.5396,0.778,248.86,0.0651,0.3263,0.3395,0.3662,low 6045,Ethiopia,2018,capital,Health,Executive,108.65,1404770,0.4264,805828,0.156,125718,5,0.5974,0.632,445.83,0.0684,0.2028,0.2303,0.333,critical 6046,Ethiopia,2019,remote,Health,Mid_Level,111.37,1263277,0.6,505310,0.1,50531,5,0.5211,0.6224,119.02,0.071,0.2263,0.1647,0.2699,critical 6047,Ghana,2025,rural,Education,Director,34.71,866646,0.3662,549255,0.1812,99512,16,0.5309,0.7713,656.25,0.0651,0.3052,0.3994,0.4299,low 6048,Rwanda,2019,capital,Infrastructure,Mid_Level,12.43,367921,0.1371,317481,0.3329,105703,17,0.5839,0.9198,497.24,0.0734,0.4618,0.5878,0.5844,moderate 6049,Mozambique,2021,capital,Education,Director,30.47,300549,0.3144,206070,0.129,26592,7,0.5725,0.6194,269.47,0.0661,0.2189,0.2128,0.3573,low 6050,Ethiopia,2020,remote,Security,Mid_Level,114.15,1245269,0.6,498107,0.1,49810,4,0.4698,0.6726,130.79,0.0612,0.2171,0.2378,0.2814,critical 6051,Botswana,2018,rural,Social_Services,Junior,2.38,100888,0.2569,74971,0.2899,21736,27,0.6376,0.8744,618.66,0.081,0.4696,0.5689,0.5608,moderate 6052,Ghana,2019,urban,Health,Mid_Level,30.64,852341,0.2853,609163,0.3084,187857,15,0.5757,0.6946,204.42,0.0565,0.3154,0.3863,0.4676,low 6053,South Africa,2025,remote,Justice,Mid_Level,62.5,3662324,0.5065,1807203,0.2088,377335,21,0.5817,0.8287,481.41,0.0691,0.4551,0.7189,0.4698,low 6054,Kenya,2023,urban,Infrastructure,Junior,53.87,1737852,0.1706,1441352,0.3109,448083,18,0.4865,0.7715,406.01,0.088,0.5244,0.6286,0.5611,moderate 6055,Uganda,2025,urban,Security,Mid_Level,50.57,456871,0.3448,299331,0.1668,49930,7,0.5525,0.8007,248.49,0.052,0.3355,0.445,0.4211,low 6056,South Africa,2020,rural,Health,Junior,60.06,3385219,0.3224,2293915,0.2643,606388,25,0.5177,0.7706,530.61,0.0945,0.4886,0.641,0.5265,moderate 6057,Uganda,2019,urban,Health,Mid_Level,41.86,366603,0.4505,201450,0.1891,38086,7,0.5561,0.8153,286.32,0.06,0.3931,0.478,0.4116,low 6058,DRC,2023,remote,Administration,Mid_Level,101.74,572749,0.6,229099,0.1,22909,3,0.4964,0.6952,115.22,0.0629,0.233,0.1709,0.2772,critical 6059,Senegal,2023,rural,Infrastructure,Director,17.53,389002,0.2797,280216,0.1884,52792,10,0.6196,0.797,488.86,0.057,0.314,0.4647,0.4496,low 6060,Nigeria,2018,urban,Education,Mid_Level,198.33,4314373,0.2732,3135753,0.2146,672872,12,0.5139,0.7214,217.48,0.0644,0.3905,0.3801,0.4506,low 6061,Uganda,2025,capital,Administration,Junior,50.57,364412,0.3858,223836,0.1944,43507,5,0.5185,0.7015,253.23,0.0704,0.2979,0.3787,0.3875,low 6062,Uganda,2022,urban,Agriculture,Junior,46.01,371789,0.4309,211566,0.1982,41931,5,0.4584,0.7783,196.8,0.0554,0.3443,0.3905,0.3945,low 6063,Kenya,2018,urban,Finance,Junior,48.55,1708183,0.2212,1330372,0.3535,470258,22,0.6211,0.805,598.88,0.0747,0.4448,0.6046,0.5638,moderate 6064,Mozambique,2018,urban,Social_Services,Junior,28.12,239070,0.376,149172,0.126,18791,6,0.4706,0.6368,129.94,0.0538,0.1892,0.231,0.34,critical 6065,Nigeria,2019,remote,Administration,Director,203.29,4044054,0.6,1617621,0.1164,188332,7,0.5311,0.6903,729.6,0.0602,0.3042,0.4351,0.3241,critical 6066,Tanzania,2021,urban,Agriculture,Senior,61.31,984658,0.2511,737423,0.1943,143306,7,0.5676,0.7641,276.56,0.0677,0.3023,0.3531,0.4335,low 6067,Tanzania,2025,urban,Education,Junior,69.01,1122458,0.2412,851711,0.2381,202816,10,0.5199,0.7883,217.43,0.0562,0.3903,0.3559,0.4671,low 6068,DRC,2024,urban,Administration,Junior,105.0,590706,0.5513,265029,0.1051,27859,2,0.4777,0.6411,84.9,0.0669,0.1961,0.1741,0.2766,critical 6069,Mozambique,2023,remote,Finance,Junior,32.13,321051,0.6,128420,0.1,12842,5,0.5972,0.6357,87.61,0.0541,0.237,0.2272,0.2793,critical 6070,Ghana,2022,urban,Security,Director,32.62,800634,0.3024,558529,0.3,167551,10,0.5216,0.783,525.43,0.0557,0.3345,0.4758,0.4729,low 6071,Kenya,2023,urban,Finance,Mid_Level,53.87,2107698,0.1807,1726891,0.3303,570414,14,0.6022,0.8906,557.54,0.0725,0.5623,0.6067,0.5729,moderate 6072,Mozambique,2025,capital,Education,Junior,33.89,298304,0.3757,186227,0.1659,30893,6,0.5357,0.5867,143.92,0.0558,0.2132,0.2257,0.3444,critical 6073,Nigeria,2018,urban,ICT,Junior,198.33,3805508,0.3914,2316191,0.2047,474105,11,0.5748,0.7115,196.76,0.0662,0.3215,0.4444,0.4141,low 6074,South Africa,2025,capital,Education,Mid_Level,62.5,3377772,0.2295,2602649,0.3744,974423,25,0.6499,0.859,448.11,0.0648,0.5161,0.5604,0.5852,moderate 6075,Tanzania,2019,capital,Administration,Mid_Level,57.79,1134853,0.2128,893369,0.2335,208574,9,0.6029,0.7649,194.72,0.0651,0.3349,0.3588,0.4618,low 6076,Ethiopia,2024,rural,Infrastructure,Senior,126.0,1712001,0.6,684800,0.1236,84635,4,0.5785,0.6785,224.35,0.0687,0.2009,0.2308,0.2858,critical 6077,Mozambique,2022,rural,Security,Director,31.29,332030,0.6,132812,0.1158,15383,7,0.5458,0.6826,255.95,0.0612,0.2403,0.1737,0.2903,critical 6078,Ethiopia,2025,rural,Education,Director,129.15,1515075,0.6,606030,0.1114,67518,4,0.5374,0.6528,386.9,0.0666,0.2061,0.2312,0.2795,critical 6079,Botswana,2025,urban,ICT,Mid_Level,2.64,108756,0.1909,87994,0.3682,32399,22,0.5308,0.7997,468.2,0.0882,0.4506,0.5411,0.5684,moderate 6080,Uganda,2020,urban,Health,Junior,43.2,354619,0.4576,192353,0.1916,36854,8,0.5604,0.7561,258.99,0.055,0.3129,0.4048,0.3887,low 6081,Senegal,2020,urban,Justice,Mid_Level,16.18,318360,0.207,252450,0.2728,68858,10,0.4885,0.767,320.12,0.0625,0.3607,0.4622,0.4888,low 6082,Kenya,2019,urban,Education,Mid_Level,49.57,1770077,0.2313,1360606,0.3155,429323,18,0.5696,0.7744,491.24,0.0654,0.5067,0.5811,0.541,moderate 6083,Nigeria,2018,rural,Education,Mid_Level,198.33,4189009,0.4499,2304442,0.1428,329180,11,0.5233,0.7131,286.43,0.0669,0.3828,0.443,0.3903,low 6084,Mozambique,2019,rural,Education,Junior,28.88,267988,0.5112,130995,0.1032,13514,6,0.5629,0.6108,118.05,0.0623,0.2016,0.1777,0.2925,critical 6085,South Africa,2018,capital,Infrastructure,Junior,59.11,3485952,0.2469,2625356,0.3329,873862,16,0.4881,0.9105,419.5,0.095,0.56,0.5835,0.5624,moderate 6086,DRC,2025,urban,Education,Director,108.36,668476,0.58,280790,0.1126,31606,4,0.5584,0.6072,387.77,0.0672,0.1954,0.216,0.2754,critical 6087,DRC,2018,rural,Social_Services,Junior,86.92,491027,0.6,196410,0.1,19641,2,0.4968,0.6474,133.12,0.0564,0.2012,0.1774,0.265,critical 6088,Rwanda,2025,capital,Infrastructure,Junior,14.34,369458,0.1552,312112,0.3174,99068,26,0.6266,0.9309,479.29,0.0664,0.4842,0.5548,0.5991,moderate 6089,Senegal,2022,urban,Finance,Senior,17.07,361142,0.2683,264248,0.2672,70618,10,0.5101,0.678,437.61,0.0656,0.3133,0.3451,0.4423,low 6090,Uganda,2024,capital,Social_Services,Junior,49.0,389951,0.3152,267019,0.1946,51953,7,0.5838,0.7637,206.64,0.0613,0.3159,0.4026,0.4237,low 6091,Tanzania,2019,rural,Social_Services,Mid_Level,57.79,1007451,0.4496,554529,0.1504,83385,8,0.4721,0.8052,195.8,0.0707,0.3743,0.4546,0.3989,low 6092,Nigeria,2021,urban,Infrastructure,Senior,213.58,4234476,0.3071,2934196,0.2351,689894,7,0.5663,0.7747,312.99,0.0532,0.3788,0.3671,0.4403,low 6093,Uganda,2022,rural,Agriculture,Junior,46.01,363707,0.599,145839,0.1505,21945,7,0.4669,0.7548,266.22,0.0676,0.3781,0.3795,0.3443,critical 6094,Tanzania,2023,urban,Education,Junior,65.05,1244801,0.3235,842054,0.2297,193414,8,0.5335,0.7045,278.68,0.0566,0.3316,0.3757,0.4229,low 6095,Nigeria,2018,urban,Infrastructure,Junior,198.33,3813698,0.4032,2276191,0.2281,519308,9,0.5499,0.7298,193.26,0.0672,0.3811,0.4369,0.42,low 6096,Rwanda,2020,urban,Finance,Mid_Level,12.73,406964,0.1551,343834,0.3503,120437,26,0.647,0.886,581.69,0.0822,0.5068,0.5481,0.6022,moderate 6097,Uganda,2022,remote,Education,Junior,46.01,378796,0.6,151518,0.1,15151,9,0.4657,0.7115,270.11,0.0682,0.3116,0.3698,0.3224,critical 6098,Ghana,2024,capital,Health,Junior,34.0,951220,0.2705,693936,0.2911,202017,15,0.4919,0.6806,248.34,0.0666,0.3052,0.3757,0.4628,low 6099,DRC,2019,rural,Education,Mid_Level,89.7,458705,0.6,183482,0.1,18348,4,0.5391,0.6567,107.72,0.0486,0.2028,0.1764,0.2714,critical 6100,Botswana,2021,capital,Infrastructure,Senior,2.49,109026,0.1378,94005,0.4131,38833,28,0.6928,0.8295,718.57,0.0733,0.55,0.5746,0.6257,moderate 6101,Mozambique,2022,rural,Health,Mid_Level,31.29,318863,0.5243,151692,0.1,15169,5,0.5927,0.7095,112.09,0.0671,0.2274,0.2353,0.3091,critical 6102,Senegal,2023,urban,ICT,Junior,17.53,343221,0.2412,260444,0.2806,73071,11,0.5627,0.7247,284.98,0.0523,0.3076,0.4598,0.4728,low 6103,South Africa,2022,rural,Health,Mid_Level,61.02,2871703,0.2939,2027668,0.2299,466185,14,0.6374,0.8756,621.14,0.0687,0.5334,0.5439,0.5081,moderate 6104,Rwanda,2019,rural,Health,Senior,12.43,419221,0.1761,345410,0.266,91876,25,0.6208,0.9076,827.18,0.0948,0.5515,0.5853,0.5848,moderate 6105,South Africa,2023,urban,Health,Junior,61.51,2820225,0.259,2089798,0.2949,616302,16,0.6479,0.9249,530.58,0.0955,0.4846,0.6457,0.5507,moderate 6106,Uganda,2021,capital,Education,Mid_Level,44.58,358120,0.3612,228784,0.2009,45972,8,0.6039,0.7951,223.41,0.0549,0.3904,0.3547,0.4237,low 6107,Senegal,2018,urban,Infrastructure,Junior,15.34,306737,0.2193,239481,0.2507,60037,12,0.6273,0.7049,279.55,0.0535,0.3603,0.3609,0.4657,low 6108,DRC,2021,rural,ICT,Junior,95.53,629064,0.6,251625,0.1,25162,4,0.4939,0.6669,94.52,0.0669,0.1996,0.2389,0.2789,critical 6109,Rwanda,2021,remote,Education,Junior,13.04,426636,0.3112,293855,0.1758,51654,18,0.5462,0.9019,493.79,0.087,0.4721,0.5286,0.4965,low 6110,DRC,2023,urban,Infrastructure,Director,101.74,559551,0.5076,275538,0.1036,28544,2,0.4947,0.5978,263.94,0.0684,0.1812,0.2107,0.2829,critical 6111,Rwanda,2021,urban,Infrastructure,Junior,13.04,342047,0.187,278088,0.2936,81635,27,0.6541,0.8002,397.73,0.0932,0.4203,0.6334,0.5695,moderate 6112,DRC,2018,urban,Education,Director,86.92,492488,0.6,196995,0.1111,21892,4,0.5434,0.6724,363.0,0.0556,0.2092,0.2268,0.2822,critical 6113,Kenya,2020,capital,Education,Junior,50.61,1589549,0.1571,1339818,0.2909,389721,14,0.6239,0.8689,449.28,0.0896,0.5046,0.5685,0.5561,moderate 6114,DRC,2022,remote,Health,Executive,98.59,578086,0.6,231234,0.1,23123,3,0.4931,0.7108,548.65,0.0705,0.2246,0.2278,0.2844,critical 6115,Ghana,2018,remote,Social_Services,Mid_Level,30.01,795746,0.499,398696,0.1272,50713,10,0.611,0.7201,190.52,0.0644,0.3374,0.4521,0.369,low 6116,Uganda,2022,remote,Security,Mid_Level,46.01,367401,0.5573,162642,0.1,16264,8,0.5736,0.7065,257.75,0.0559,0.3746,0.4511,0.3442,critical 6117,DRC,2021,rural,Education,Mid_Level,95.53,614479,0.6,245791,0.1,24579,4,0.5608,0.6666,97.14,0.0601,0.2041,0.2355,0.279,critical 6118,South Africa,2023,urban,Education,Junior,61.51,2902727,0.2773,2097733,0.3506,735439,14,0.5409,0.8953,393.58,0.0889,0.4838,0.538,0.5398,moderate 6119,Ghana,2025,capital,Health,Mid_Level,34.71,776478,0.1967,623758,0.3092,192878,9,0.6109,0.7968,305.73,0.0641,0.3548,0.4295,0.4986,low 6120,Ghana,2022,rural,Education,Junior,32.62,858909,0.3168,586842,0.2242,131578,9,0.562,0.7947,217.62,0.0641,0.398,0.4726,0.4556,low 6121,Ghana,2019,capital,Education,Junior,30.64,683551,0.2289,527116,0.251,132308,9,0.6108,0.7829,221.85,0.0509,0.3478,0.4156,0.4718,low 6122,Rwanda,2020,urban,Finance,Mid_Level,12.73,372744,0.1622,312300,0.2867,89551,20,0.5744,0.8551,582.03,0.0698,0.519,0.6386,0.5752,moderate 6123,Uganda,2018,capital,Infrastructure,Mid_Level,40.56,359728,0.3215,244076,0.23,56134,6,0.5477,0.7005,268.92,0.0545,0.3372,0.4234,0.4233,low 6124,Ghana,2022,capital,Agriculture,Mid_Level,32.62,874341,0.2738,634941,0.2673,169694,13,0.5277,0.7104,281.97,0.0603,0.3914,0.3585,0.4624,low 6125,Tanzania,2019,urban,Justice,Mid_Level,57.79,1017517,0.3142,697820,0.2177,151889,9,0.5774,0.8223,211.67,0.0624,0.3607,0.3567,0.4435,low 6126,Senegal,2025,rural,Education,Executive,18.49,373173,0.292,264223,0.153,40433,8,0.4648,0.815,1214.05,0.0643,0.3382,0.4403,0.4354,low 6127,Rwanda,2021,remote,Health,Junior,13.04,377128,0.3069,261404,0.186,48623,22,0.5173,0.8607,518.42,0.065,0.5384,0.7168,0.5294,moderate 6128,Kenya,2021,capital,Infrastructure,Mid_Level,51.68,2031653,0.161,1704655,0.3645,621346,17,0.4919,0.9012,523.6,0.0656,0.5168,0.665,0.5967,moderate 6129,Mozambique,2021,capital,Administration,Director,30.47,344528,0.4043,205238,0.1314,26965,6,0.5765,0.7142,311.12,0.0565,0.2069,0.206,0.3452,critical 6130,Kenya,2024,remote,Education,Junior,55.0,2119117,0.3322,1415193,0.1567,221707,13,0.4996,0.8215,358.74,0.0951,0.4969,0.7341,0.4849,low 6131,Mozambique,2021,remote,Finance,Junior,30.47,325420,0.6,130168,0.1,13016,4,0.4577,0.6188,91.73,0.0604,0.1998,0.216,0.2694,critical 6132,Uganda,2021,capital,Finance,Mid_Level,44.58,358816,0.3492,233501,0.2011,46963,8,0.5663,0.7694,260.44,0.0566,0.3759,0.4604,0.432,low 6133,Uganda,2019,remote,Education,Junior,41.86,351647,0.6,140658,0.1201,16895,7,0.5524,0.6973,237.92,0.0644,0.3102,0.412,0.3243,critical 6134,Ethiopia,2025,urban,Agriculture,Mid_Level,129.15,1705841,0.4068,1011973,0.1639,165894,5,0.527,0.6678,141.09,0.0652,0.1819,0.1983,0.34,critical 6135,Botswana,2023,capital,Education,Junior,2.56,108928,0.1854,88730,0.4377,38834,24,0.5308,0.8881,568.09,0.0654,0.4977,0.6507,0.6211,moderate 6136,Uganda,2023,rural,Health,Junior,47.48,416911,0.5441,190062,0.1532,29119,6,0.5929,0.7444,247.99,0.055,0.3808,0.4315,0.3602,low 6137,Tanzania,2024,urban,Social_Services,Junior,67.0,1135001,0.3548,732320,0.2009,147127,7,0.5416,0.7899,195.8,0.0672,0.3994,0.4021,0.4277,low 6138,Senegal,2025,capital,Agriculture,Senior,18.49,401419,0.2442,303402,0.2813,85340,9,0.6004,0.7307,272.79,0.0536,0.3814,0.435,0.473,low 6139,Mozambique,2023,capital,Justice,Mid_Level,32.13,285674,0.3751,178518,0.1429,25512,6,0.5111,0.6736,150.06,0.0583,0.2337,0.1881,0.3502,low 6140,Senegal,2020,capital,Security,Mid_Level,16.18,316588,0.253,236491,0.2589,61237,11,0.603,0.7506,307.14,0.0662,0.3369,0.3916,0.4644,low 6141,Ethiopia,2023,remote,ICT,Junior,122.93,1528895,0.6,611558,0.1,61155,5,0.5515,0.6462,96.32,0.0526,0.2159,0.2391,0.2799,critical 6142,Kenya,2018,urban,Health,Senior,48.55,1857325,0.2188,1450862,0.323,468645,20,0.618,0.8688,847.27,0.0675,0.4675,0.6917,0.5723,moderate 6143,Rwanda,2024,capital,Education,Junior,14.0,471971,0.1364,407586,0.3147,128263,30,0.6009,0.9117,375.17,0.0943,0.5569,0.5944,0.6214,moderate 6144,Senegal,2018,urban,Education,Senior,15.34,291317,0.2057,231403,0.2582,59745,13,0.4748,0.7131,399.69,0.0547,0.3658,0.4191,0.4811,low 6145,DRC,2022,rural,Health,Junior,98.59,525863,0.6,210345,0.1,21034,3,0.4767,0.6809,103.08,0.0616,0.1854,0.2251,0.2757,critical 6146,Rwanda,2025,urban,Health,Junior,14.34,386699,0.1873,314278,0.3685,115800,21,0.6294,0.8948,583.32,0.0669,0.5413,0.6346,0.5996,moderate 6147,Ethiopia,2024,urban,Administration,Junior,126.0,1367516,0.3803,847458,0.1442,122192,4,0.5573,0.5933,100.23,0.0624,0.2268,0.2152,0.3342,critical 6148,Senegal,2024,rural,Health,Junior,18.0,443322,0.3536,286560,0.204,58454,14,0.4731,0.764,294.74,0.0636,0.3047,0.4291,0.4356,low 6149,Ethiopia,2021,rural,Social_Services,Junior,117.0,1344077,0.5168,649471,0.1144,74309,3,0.4739,0.6827,92.14,0.0563,0.2258,0.2216,0.3041,critical 6150,Mozambique,2023,rural,Security,Mid_Level,32.13,325791,0.5501,146581,0.1,14658,7,0.5278,0.6868,117.8,0.0633,0.2403,0.1676,0.2988,critical 6151,Rwanda,2020,capital,Administration,Junior,12.73,420843,0.1212,369829,0.4038,149346,19,0.496,0.9206,628.65,0.0787,0.5075,0.5705,0.614,moderate 6152,Botswana,2025,rural,Administration,Senior,2.64,120685,0.2351,92315,0.3086,28486,21,0.6667,0.8046,794.7,0.0816,0.4556,0.5875,0.5459,moderate 6153,Ghana,2024,urban,Security,Mid_Level,34.0,770414,0.2464,580598,0.2551,148116,10,0.4755,0.6763,294.97,0.0543,0.3919,0.3243,0.4502,low 6154,DRC,2024,urban,Security,Mid_Level,105.0,576678,0.4756,302411,0.1276,38600,3,0.4538,0.6746,99.64,0.0654,0.2074,0.1889,0.3113,critical 6155,DRC,2018,urban,Education,Mid_Level,86.92,521529,0.6,208611,0.101,21073,4,0.4758,0.6452,98.29,0.0554,0.2215,0.2256,0.2767,critical 6156,DRC,2022,urban,Education,Mid_Level,98.59,600631,0.6,240252,0.1313,31546,3,0.5772,0.6603,109.66,0.0525,0.2198,0.2143,0.2828,critical 6157,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,128662,0.2157,100908,0.3958,39939,19,0.5766,0.8553,643.72,0.0812,0.4225,0.715,0.5846,moderate 6158,Mozambique,2021,rural,Justice,Director,30.47,332516,0.5196,159729,0.1,15972,7,0.4826,0.6029,370.97,0.0587,0.1816,0.2074,0.2919,critical 6159,Ethiopia,2020,urban,Agriculture,Executive,114.15,1209674,0.4228,698264,0.1695,118384,3,0.5848,0.6277,517.48,0.0527,0.1984,0.2044,0.3286,critical 6160,Kenya,2025,urban,Administration,Junior,56.15,1691568,0.2301,1302407,0.3268,425638,13,0.4727,0.9046,401.33,0.0793,0.5419,0.6681,0.5634,moderate 6161,Botswana,2025,capital,Finance,Junior,2.64,115250,0.1856,93865,0.4507,42305,17,0.5418,0.8404,424.41,0.0703,0.5373,0.7456,0.6131,moderate 6162,Nigeria,2018,remote,Justice,Junior,198.33,4131570,0.5541,1842079,0.1149,211669,7,0.5424,0.6801,295.35,0.0638,0.3657,0.4069,0.337,critical 6163,Ghana,2022,remote,Infrastructure,Junior,32.62,869861,0.4204,504151,0.1631,82231,12,0.5096,0.6867,225.03,0.0604,0.3059,0.4762,0.3969,low 6164,Rwanda,2022,rural,Health,Junior,13.35,387002,0.2308,297687,0.2332,69429,21,0.6275,0.883,472.73,0.092,0.4372,0.6537,0.5446,moderate 6165,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1300935,0.6,520374,0.1099,57194,4,0.4991,0.6076,124.35,0.0571,0.1831,0.2343,0.2704,critical 6166,Ghana,2021,capital,Security,Senior,31.94,750655,0.2812,539603,0.302,162982,10,0.5729,0.768,470.24,0.0693,0.3609,0.4213,0.4736,low 6167,Tanzania,2019,rural,Social_Services,Executive,57.79,953172,0.4048,567332,0.179,101540,10,0.5128,0.6817,1287.08,0.0634,0.3837,0.3327,0.3924,low 6168,Ethiopia,2022,remote,Security,Junior,119.93,1352354,0.6,540941,0.1,54094,4,0.5266,0.702,154.94,0.0504,0.1965,0.1625,0.2762,critical 6169,Kenya,2020,rural,Finance,Senior,50.61,1541326,0.2851,1101955,0.2575,283753,14,0.6335,0.8956,670.37,0.0776,0.4322,0.6975,0.5254,moderate 6170,Ethiopia,2022,capital,Infrastructure,Director,119.93,1641221,0.4694,870772,0.15,130597,4,0.5329,0.6078,367.31,0.0646,0.1958,0.2301,0.3139,critical 6171,Uganda,2023,rural,Security,Director,47.48,420809,0.6,168323,0.1579,26582,8,0.5881,0.7302,474.72,0.0597,0.3109,0.353,0.3354,critical 6172,Kenya,2022,capital,Health,Junior,52.76,1879138,0.1792,1542333,0.3173,489370,19,0.5342,0.887,411.12,0.0663,0.4696,0.7435,0.5864,moderate 6173,Mozambique,2023,rural,Health,Junior,32.13,336459,0.6,134583,0.1,13458,7,0.6027,0.6049,100.06,0.0714,0.2292,0.1787,0.274,critical 6174,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,108892,0.1821,89067,0.3613,32179,21,0.5129,0.8356,394.79,0.084,0.5496,0.713,0.5989,moderate 6175,DRC,2021,rural,Agriculture,Director,95.53,651177,0.6,260470,0.1,26047,3,0.4613,0.586,275.79,0.0495,0.2222,0.1718,0.2598,critical 6176,Uganda,2024,urban,Social_Services,Junior,49.0,345422,0.4512,189551,0.2004,37986,5,0.5824,0.776,250.26,0.0654,0.3637,0.3203,0.3846,low 6177,Mozambique,2025,remote,Agriculture,Mid_Level,33.89,369904,0.6,147961,0.1,14796,7,0.5172,0.6626,131.64,0.0669,0.2306,0.2165,0.2866,critical 6178,Ghana,2024,urban,Infrastructure,Senior,34.0,898633,0.2984,630438,0.2657,167511,12,0.4888,0.7733,396.82,0.0715,0.3501,0.3963,0.4625,low 6179,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,374783,0.2591,277662,0.2487,69065,19,0.5118,0.8599,547.17,0.0744,0.4185,0.6834,0.5341,moderate 6180,Rwanda,2019,urban,Administration,Mid_Level,12.43,334974,0.1641,280016,0.2846,79684,29,0.621,0.8304,514.4,0.0703,0.461,0.6094,0.5842,moderate 6181,Ghana,2023,rural,Health,Senior,33.3,770232,0.4129,452190,0.1868,84482,12,0.5436,0.7747,321.42,0.0637,0.3429,0.4378,0.4177,low 6182,Uganda,2022,rural,Administration,Junior,46.01,334445,0.4477,184725,0.1336,24680,7,0.5602,0.7715,202.26,0.0597,0.3783,0.4459,0.3871,low 6183,Ghana,2022,capital,Finance,Junior,32.62,860529,0.2284,663983,0.2672,177437,10,0.4601,0.8011,175.67,0.0565,0.3642,0.4508,0.4864,low 6184,Ghana,2025,urban,Health,Mid_Level,34.71,869960,0.261,642859,0.2862,183996,16,0.5176,0.7692,264.41,0.0628,0.3531,0.4759,0.4946,low 6185,Botswana,2020,rural,Security,Director,2.45,120035,0.2681,87857,0.2322,20402,23,0.5426,0.8226,1173.11,0.092,0.5542,0.7206,0.5494,moderate 6186,DRC,2019,urban,Health,Senior,89.7,479734,0.572,205312,0.1166,23935,3,0.5243,0.6244,159.91,0.0512,0.2131,0.2318,0.2818,critical 6187,Ghana,2020,rural,Education,Junior,31.29,780276,0.3245,527088,0.2072,109224,15,0.5464,0.7763,211.78,0.0604,0.3598,0.4541,0.456,low 6188,Mozambique,2023,urban,Justice,Senior,32.13,326012,0.444,181270,0.1461,26477,5,0.5318,0.675,155.39,0.05,0.1982,0.1918,0.3283,critical 6189,Mozambique,2025,remote,Agriculture,Junior,33.89,302221,0.5766,127957,0.1,12795,6,0.593,0.6142,93.85,0.0544,0.2127,0.163,0.2755,critical 6190,Ghana,2024,rural,Justice,Director,34.0,907938,0.4046,540573,0.2051,110857,10,0.4932,0.8218,592.08,0.0602,0.3191,0.3387,0.4142,low 6191,South Africa,2021,urban,Administration,Junior,60.54,3114265,0.2945,2197096,0.3682,808914,17,0.6389,0.7731,543.14,0.0951,0.4252,0.6637,0.5358,moderate 6192,Ethiopia,2020,urban,Education,Director,114.15,1229781,0.3936,745799,0.1355,101071,3,0.5226,0.618,372.07,0.0666,0.2169,0.1816,0.3255,critical 6193,Botswana,2025,capital,Administration,Junior,2.64,126030,0.1817,103134,0.4075,42026,20,0.5376,0.8389,622.61,0.0741,0.5067,0.5411,0.5871,moderate 6194,Rwanda,2019,capital,Administration,Mid_Level,12.43,400226,0.1567,337493,0.302,101930,24,0.6667,0.8897,561.56,0.0839,0.4595,0.6143,0.5871,moderate 6195,Senegal,2018,rural,Education,Junior,15.34,295381,0.3726,185310,0.1616,29954,10,0.5175,0.7055,302.19,0.0541,0.3307,0.4523,0.4064,low 6196,Mozambique,2021,rural,Justice,Junior,30.47,300400,0.5364,139252,0.1,13925,6,0.5037,0.5921,152.86,0.0587,0.1796,0.1888,0.2815,critical 6197,Tanzania,2023,urban,Health,Executive,65.05,1213065,0.2966,853234,0.234,199660,7,0.5498,0.6801,874.49,0.0491,0.3201,0.4544,0.4313,low 6198,Rwanda,2020,capital,ICT,Junior,12.73,345876,0.1358,298900,0.3042,90931,23,0.5676,0.9209,543.14,0.0841,0.5558,0.5573,0.599,moderate 6199,Rwanda,2022,urban,Finance,Junior,13.35,372598,0.1306,323939,0.2997,97095,25,0.6612,0.883,633.44,0.0958,0.4566,0.6892,0.6018,moderate 6200,Uganda,2023,capital,Infrastructure,Senior,47.48,376276,0.3478,245398,0.2131,52293,5,0.4536,0.6766,355.42,0.0591,0.3968,0.4657,0.4166,low 6201,Kenya,2021,remote,Health,Junior,51.68,1818958,0.3204,1236214,0.1695,209579,12,0.5769,0.8117,442.32,0.0932,0.5468,0.6257,0.4813,low 6202,Ethiopia,2021,rural,Security,Junior,117.0,1361789,0.6,544715,0.1111,60507,3,0.5321,0.6678,140.46,0.0625,0.1813,0.1795,0.2715,critical 6203,Ethiopia,2022,urban,Agriculture,Junior,119.93,1356120,0.419,787855,0.1579,124395,3,0.4873,0.6954,134.89,0.0587,0.2102,0.1612,0.3337,critical 6204,South Africa,2024,urban,Education,Junior,62.0,2989701,0.289,2125559,0.3006,638837,19,0.6031,0.7736,507.51,0.077,0.5231,0.7502,0.5437,moderate 6205,Kenya,2018,capital,Security,Director,48.55,1929863,0.2157,1513524,0.3712,561890,13,0.6033,0.7931,1257.32,0.0823,0.5086,0.5524,0.5464,moderate 6206,Nigeria,2024,capital,ICT,Mid_Level,230.0,4359052,0.2638,3209308,0.2841,911610,11,0.5532,0.7835,304.68,0.0593,0.3985,0.3567,0.4756,low 6207,DRC,2024,rural,ICT,Senior,105.0,722232,0.6,288892,0.1,28889,3,0.5012,0.6781,142.47,0.0545,0.2059,0.2278,0.2776,critical 6208,Nigeria,2018,capital,Social_Services,Mid_Level,198.33,3852169,0.2445,2910372,0.2583,751797,11,0.4834,0.7739,318.07,0.0612,0.3211,0.4433,0.4735,low 6209,DRC,2019,capital,Justice,Senior,89.7,507546,0.4902,258764,0.1284,33219,4,0.4646,0.5955,205.09,0.0708,0.2387,0.2258,0.3053,critical 6210,Botswana,2025,capital,Health,Junior,2.64,122549,0.1698,101738,0.4595,46746,17,0.5195,0.7678,424.01,0.0769,0.4708,0.5324,0.5804,moderate 6211,Botswana,2022,capital,Health,Junior,2.52,128163,0.1959,103059,0.3674,37868,18,0.599,0.9166,511.05,0.0828,0.5051,0.6902,0.5949,moderate 6212,Mozambique,2025,rural,Health,Director,33.89,329744,0.4626,177216,0.1039,18405,7,0.5504,0.588,304.88,0.0664,0.2059,0.1781,0.3044,critical 6213,Ghana,2025,capital,Health,Mid_Level,34.71,819574,0.2798,590229,0.3214,189677,12,0.5436,0.797,288.8,0.0632,0.3691,0.4636,0.4932,low 6214,Kenya,2018,capital,Education,Junior,48.55,1508935,0.1909,1220941,0.3273,399641,14,0.6157,0.856,445.68,0.0905,0.4861,0.629,0.559,moderate 6215,DRC,2023,remote,Security,Director,101.74,700971,0.6,280388,0.1,28038,3,0.4939,0.6747,294.17,0.0601,0.2286,0.2249,0.2791,critical 6216,Mozambique,2019,rural,ICT,Senior,28.88,248599,0.6,99439,0.1122,11154,5,0.5931,0.6407,206.91,0.049,0.1888,0.1928,0.2748,critical 6217,Ethiopia,2018,rural,Education,Junior,108.65,1370241,0.6,548096,0.1025,56179,4,0.4898,0.6263,150.59,0.0659,0.1954,0.2359,0.2727,critical 6218,Ghana,2025,remote,Security,Senior,34.71,861052,0.4128,505603,0.1481,74857,14,0.5361,0.7242,296.24,0.0663,0.3672,0.4069,0.4048,low 6219,Mozambique,2020,rural,Health,Junior,29.66,278498,0.4835,143844,0.1,14384,5,0.5796,0.5858,141.66,0.0617,0.1816,0.1935,0.292,critical 6220,DRC,2023,capital,Health,Junior,101.74,657038,0.4006,393848,0.1307,51493,3,0.527,0.5882,121.83,0.0677,0.2276,0.2026,0.3213,critical 6221,Rwanda,2019,rural,Infrastructure,Junior,12.43,420978,0.2188,328873,0.2637,86730,23,0.5838,0.8259,463.76,0.0749,0.5279,0.5928,0.5547,moderate 6222,South Africa,2019,rural,ICT,Mid_Level,59.58,2838299,0.2872,2023155,0.2606,527174,23,0.6301,0.9172,474.57,0.0941,0.5168,0.7143,0.5615,moderate 6223,Ethiopia,2023,capital,Administration,Junior,122.93,1297385,0.4885,663668,0.1567,103963,6,0.5803,0.671,148.01,0.0676,0.2198,0.2068,0.3254,critical 6224,Rwanda,2023,capital,Security,Junior,13.67,456127,0.1557,385090,0.313,120537,31,0.7101,0.8612,352.03,0.0917,0.5488,0.556,0.6065,moderate 6225,Mozambique,2021,remote,Social_Services,Director,30.47,323986,0.6,129594,0.1,12959,5,0.552,0.6467,363.46,0.0627,0.2024,0.1814,0.2729,critical 6226,Uganda,2023,remote,Administration,Director,47.48,325953,0.6,130381,0.1119,14586,6,0.4937,0.7834,787.9,0.0527,0.3758,0.3881,0.3369,critical 6227,Senegal,2020,urban,Social_Services,Junior,16.18,382491,0.2197,298446,0.2328,69482,12,0.5464,0.6837,293.65,0.0589,0.3388,0.4086,0.4606,low 6228,Senegal,2023,remote,Health,Mid_Level,17.53,345601,0.3246,233407,0.1476,34456,13,0.52,0.744,263.25,0.0625,0.385,0.375,0.4259,low 6229,South Africa,2022,capital,Social_Services,Mid_Level,61.02,3330996,0.1876,2705977,0.327,884780,15,0.5149,0.8377,481.18,0.069,0.4817,0.6542,0.5616,moderate 6230,Senegal,2018,capital,Justice,Executive,15.34,305715,0.2129,240637,0.2436,58620,8,0.481,0.729,1028.98,0.0606,0.3448,0.3775,0.4593,low 6231,Mozambique,2021,capital,Education,Junior,30.47,312210,0.3758,194870,0.1385,26980,4,0.5432,0.702,102.4,0.0627,0.1887,0.1793,0.3428,critical 6232,Mozambique,2019,rural,Health,Mid_Level,28.88,323590,0.493,164060,0.1035,16987,4,0.5238,0.6881,98.03,0.0572,0.2047,0.229,0.3092,critical 6233,Uganda,2018,urban,Health,Mid_Level,40.56,325762,0.4104,192069,0.1737,33369,6,0.5828,0.7677,304.24,0.0631,0.3578,0.4638,0.4031,low 6234,Rwanda,2022,rural,Health,Junior,13.35,395103,0.2025,315107,0.2164,68187,22,0.6204,0.8741,385.08,0.0955,0.5193,0.5781,0.5493,moderate 6235,Uganda,2018,remote,Education,Junior,40.56,303261,0.6,121304,0.1137,13790,8,0.5076,0.7246,318.53,0.0635,0.3735,0.3677,0.3312,critical 6236,Tanzania,2025,rural,Education,Director,69.01,1200661,0.3276,807366,0.1509,121853,10,0.5291,0.7531,618.48,0.0709,0.3021,0.364,0.4104,low 6237,South Africa,2024,capital,Education,Senior,62.0,2890968,0.1974,2320216,0.3583,831341,22,0.5647,0.9058,526.95,0.0661,0.5401,0.6197,0.5971,moderate 6238,Botswana,2022,remote,Health,Mid_Level,2.52,121958,0.3101,84141,0.1864,15683,16,0.5762,0.7968,423.06,0.0748,0.5026,0.7502,0.5039,moderate 6239,Uganda,2023,rural,Health,Junior,47.48,353452,0.5604,155380,0.1475,22921,6,0.5335,0.7855,261.42,0.0713,0.3184,0.4265,0.3541,low 6240,Uganda,2018,capital,Health,Junior,40.56,278702,0.4126,163708,0.2102,34417,8,0.5635,0.8087,190.4,0.049,0.3724,0.4514,0.4231,low 6241,DRC,2018,rural,Education,Director,86.92,552454,0.6,220981,0.1,22098,3,0.5498,0.6826,285.71,0.0526,0.1834,0.2112,0.2744,critical 6242,DRC,2019,capital,Security,Mid_Level,89.7,543117,0.5292,255713,0.1206,30839,4,0.5863,0.62,93.05,0.0572,0.2102,0.2244,0.2943,critical 6243,Nigeria,2021,rural,Agriculture,Mid_Level,213.58,4653934,0.3814,2879021,0.1807,520362,10,0.6122,0.7184,200.68,0.055,0.3229,0.4579,0.4107,low 6244,Senegal,2023,urban,Justice,Junior,17.53,371532,0.2281,286770,0.2775,79584,9,0.5039,0.816,299.03,0.0657,0.3034,0.3597,0.4736,low 6245,Mozambique,2019,remote,Administration,Mid_Level,28.88,319592,0.6,127836,0.1,12783,6,0.5842,0.6975,98.77,0.071,0.2063,0.1995,0.2852,critical 6246,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,902946,0.2842,646339,0.2696,174263,9,0.4895,0.7212,256.05,0.0588,0.2985,0.3278,0.4397,low 6247,DRC,2023,remote,Justice,Junior,101.74,603623,0.6,241449,0.1,24144,5,0.5789,0.668,147.01,0.0698,0.2149,0.1708,0.2763,critical 6248,Uganda,2019,rural,Security,Junior,41.86,295830,0.4795,153973,0.1609,24773,5,0.5717,0.767,181.23,0.0582,0.383,0.4187,0.3781,low 6249,Ghana,2025,remote,Social_Services,Mid_Level,34.71,765866,0.4978,384641,0.153,58865,11,0.5909,0.7416,280.42,0.065,0.3774,0.3756,0.3779,low 6250,Mozambique,2019,rural,Education,Executive,28.88,331926,0.6,132770,0.1,13277,7,0.4548,0.669,617.61,0.0483,0.2264,0.2075,0.2862,critical 6251,Ethiopia,2018,urban,Health,Mid_Level,108.65,1414233,0.562,619493,0.1666,103228,5,0.5105,0.605,114.48,0.0505,0.2319,0.1956,0.2972,critical 6252,Senegal,2024,remote,Education,Junior,18.0,365727,0.4444,203196,0.124,25189,9,0.5538,0.7419,206.96,0.0596,0.3442,0.4248,0.3806,low 6253,Tanzania,2021,rural,Education,Mid_Level,61.31,1203453,0.3593,771028,0.1444,111342,9,0.5423,0.8178,295.75,0.0554,0.3124,0.3602,0.4087,low 6254,Ghana,2021,capital,Education,Senior,31.94,817193,0.1957,657259,0.2507,164773,11,0.4693,0.7211,314.25,0.0596,0.3559,0.4294,0.4779,low 6255,Kenya,2021,urban,Agriculture,Junior,51.68,1696103,0.216,1329668,0.2827,375859,12,0.4746,0.822,643.04,0.0798,0.4627,0.6939,0.5356,moderate 6256,Uganda,2019,remote,ICT,Mid_Level,41.86,296708,0.6,118683,0.1,11868,5,0.5539,0.7837,208.9,0.0644,0.3948,0.4535,0.3399,critical 6257,Tanzania,2020,urban,ICT,Mid_Level,59.53,1186757,0.2413,900380,0.1854,166899,7,0.492,0.8077,196.5,0.0677,0.3701,0.3951,0.4512,low 6258,Ghana,2022,rural,Education,Senior,32.62,734131,0.312,505093,0.2029,102490,11,0.4647,0.7714,443.68,0.064,0.3473,0.4305,0.4437,low 6259,Kenya,2021,urban,Finance,Mid_Level,51.68,2055488,0.2224,1598256,0.3169,506489,13,0.4842,0.7679,497.97,0.0727,0.4414,0.5872,0.5242,moderate 6260,Rwanda,2025,capital,Infrastructure,Executive,14.34,383031,0.1291,333570,0.3624,120879,28,0.6769,0.8774,1433.18,0.0709,0.4971,0.5522,0.6148,moderate 6261,Mozambique,2019,remote,Justice,Junior,28.88,288255,0.6,115302,0.1,11530,6,0.5482,0.6395,142.83,0.0499,0.2167,0.1929,0.2769,critical 6262,South Africa,2025,urban,Education,Senior,62.5,3208186,0.2849,2294138,0.3063,702703,18,0.5837,0.7863,751.85,0.0922,0.4259,0.6337,0.5243,moderate 6263,Mozambique,2024,capital,Health,Mid_Level,33.0,374133,0.4082,221409,0.1675,37092,7,0.53,0.5944,91.4,0.0652,0.2201,0.1783,0.3363,critical 6264,Uganda,2024,capital,Agriculture,Junior,49.0,415847,0.3864,255173,0.2304,58801,6,0.5085,0.7089,254.04,0.0491,0.3914,0.3743,0.4089,low 6265,Mozambique,2020,urban,Education,Mid_Level,29.66,335492,0.4338,189968,0.1515,28774,5,0.507,0.7021,87.8,0.0601,0.2309,0.2086,0.3412,critical 6266,Ethiopia,2018,capital,Administration,Junior,108.65,1289420,0.3662,817277,0.1665,136048,4,0.5595,0.5971,129.93,0.0713,0.1967,0.2179,0.3411,critical 6267,Tanzania,2018,urban,Education,Mid_Level,56.11,1148245,0.3284,771209,0.1956,150810,10,0.464,0.7775,182.05,0.0682,0.3911,0.424,0.4399,low 6268,Ethiopia,2019,capital,Education,Junior,111.37,1337173,0.3451,875745,0.1819,159303,4,0.525,0.6692,95.51,0.0625,0.2038,0.1975,0.3597,low 6269,DRC,2022,urban,Health,Junior,98.59,529910,0.4489,292059,0.1233,36010,4,0.4632,0.6489,149.82,0.0699,0.2064,0.2332,0.3199,critical 6270,Tanzania,2024,capital,Education,Junior,67.0,1039145,0.2691,759558,0.243,184608,6,0.5396,0.7072,214.4,0.0487,0.2987,0.4257,0.437,low 6271,Tanzania,2019,remote,Administration,Junior,57.79,1143193,0.5299,537443,0.1144,61481,7,0.5387,0.8114,192.25,0.0701,0.369,0.3316,0.3554,low 6272,South Africa,2021,capital,Security,Junior,60.54,3104051,0.1918,2508675,0.4302,1079265,17,0.5675,0.8052,518.68,0.0675,0.5192,0.5649,0.5813,moderate 6273,Mozambique,2025,rural,Administration,Junior,33.89,319407,0.5885,131446,0.1035,13609,7,0.4513,0.6771,123.77,0.071,0.2292,0.1841,0.2892,critical 6274,Uganda,2018,rural,Infrastructure,Senior,40.56,285503,0.5587,125986,0.1609,20265,5,0.4505,0.6755,275.69,0.0534,0.3667,0.4005,0.3411,critical 6275,Botswana,2018,urban,Finance,Mid_Level,2.38,99331,0.1516,84275,0.3213,27077,16,0.6188,0.768,434.61,0.0752,0.5358,0.7217,0.5734,moderate 6276,Ethiopia,2023,rural,Agriculture,Director,122.93,1256163,0.6,502465,0.1175,59017,5,0.5947,0.6827,317.21,0.0545,0.2349,0.1858,0.2863,critical 6277,Rwanda,2023,urban,Agriculture,Junior,13.67,406063,0.1561,342663,0.3516,120463,26,0.6047,0.849,490.35,0.09,0.4898,0.6481,0.605,moderate 6278,Botswana,2019,capital,Social_Services,Senior,2.41,103735,0.1477,88416,0.4383,38751,28,0.6488,0.8293,747.17,0.0921,0.4388,0.5324,0.6142,moderate 6279,Uganda,2025,rural,Security,Junior,50.57,432024,0.5537,192793,0.1331,25665,8,0.5987,0.813,180.25,0.0502,0.3549,0.4203,0.3643,low 6280,DRC,2025,rural,Social_Services,Mid_Level,108.36,637194,0.6,254877,0.1,25487,4,0.4937,0.6248,92.08,0.0503,0.184,0.216,0.2687,critical 6281,Tanzania,2022,remote,Health,Executive,63.15,1120544,0.5518,502279,0.1081,54276,8,0.4717,0.7279,923.61,0.0558,0.3927,0.4559,0.3531,low 6282,Senegal,2018,urban,Education,Director,15.34,347823,0.2809,250112,0.24,60034,11,0.485,0.6925,667.34,0.0615,0.3913,0.4299,0.4533,low 6283,DRC,2019,rural,Health,Mid_Level,89.7,477237,0.6,190894,0.1,19089,4,0.5445,0.604,96.63,0.0557,0.2412,0.2309,0.2728,critical 6284,Ethiopia,2021,remote,Health,Junior,117.0,1500272,0.6,600108,0.1,60010,5,0.4512,0.6303,139.23,0.0595,0.2254,0.1827,0.2729,critical 6285,Tanzania,2023,rural,Education,Junior,65.05,1011053,0.3773,629545,0.1339,84319,9,0.5002,0.8234,305.79,0.0612,0.3919,0.474,0.4217,low 6286,Nigeria,2022,urban,Administration,Junior,218.92,4152519,0.3577,2666991,0.1986,529738,7,0.5366,0.6959,303.44,0.069,0.3514,0.3348,0.4007,low 6287,Botswana,2020,urban,Health,Junior,2.45,99609,0.1948,80208,0.4109,32953,27,0.5346,0.7811,567.76,0.0642,0.4896,0.6916,0.6068,moderate 6288,Senegal,2021,urban,Finance,Junior,16.62,356882,0.2725,259639,0.2712,70424,11,0.512,0.7358,280.53,0.0594,0.3103,0.4263,0.4612,low 6289,DRC,2018,remote,Education,Junior,86.92,536518,0.6,214607,0.1,21460,3,0.5182,0.675,142.62,0.0596,0.179,0.1938,0.271,critical 6290,Nigeria,2022,capital,Administration,Junior,218.92,3921949,0.2401,2980154,0.2331,694669,12,0.5841,0.6975,315.03,0.0634,0.3506,0.3401,0.4519,low 6291,Mozambique,2025,rural,Health,Mid_Level,33.89,291842,0.4784,152237,0.1,15223,5,0.5696,0.6723,133.28,0.0498,0.191,0.1955,0.3074,critical 6292,Mozambique,2025,rural,Education,Junior,33.89,294685,0.5015,146911,0.1047,15381,4,0.4451,0.6597,96.78,0.0534,0.2393,0.2251,0.3062,critical 6293,Mozambique,2024,capital,ICT,Mid_Level,33.0,289148,0.3555,186345,0.1331,24809,5,0.4619,0.6175,88.87,0.0542,0.2,0.2331,0.3428,critical 6294,Botswana,2019,rural,Social_Services,Mid_Level,2.41,106573,0.242,80780,0.3019,24387,28,0.6489,0.9118,585.22,0.0869,0.452,0.6278,0.5797,moderate 6295,Ethiopia,2019,rural,Education,Mid_Level,111.37,1268541,0.5197,609220,0.1252,76259,4,0.4742,0.6546,93.58,0.0483,0.18,0.2393,0.3015,critical 6296,DRC,2024,remote,Infrastructure,Mid_Level,105.0,570311,0.6,228124,0.1,22812,4,0.5707,0.6915,152.62,0.0697,0.196,0.1757,0.2759,critical 6297,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,977888,0.2593,724323,0.2388,173001,8,0.5025,0.7414,212.52,0.057,0.3716,0.4645,0.4597,low 6298,DRC,2018,remote,Finance,Senior,86.92,546424,0.6,218569,0.1,21856,3,0.4424,0.6133,195.69,0.0601,0.2204,0.2378,0.2703,critical 6299,Botswana,2019,capital,Education,Mid_Level,2.41,93342,0.157,78683,0.4091,32191,15,0.6326,0.9285,596.46,0.0791,0.5025,0.5266,0.5927,moderate 6300,Nigeria,2024,capital,Security,Junior,230.0,5002587,0.3036,3484033,0.2261,787662,7,0.4877,0.8204,193.16,0.0589,0.3261,0.4259,0.4464,low 6301,DRC,2024,remote,Finance,Mid_Level,105.0,588254,0.6,235301,0.1,23530,3,0.5431,0.6852,142.61,0.0625,0.2041,0.2073,0.2764,critical 6302,South Africa,2018,remote,Health,Junior,59.11,3225359,0.4342,1824759,0.1644,299958,20,0.6087,0.8465,523.16,0.0677,0.5484,0.7784,0.4922,low 6303,Rwanda,2022,urban,Security,Senior,13.35,362624,0.1618,303956,0.3141,95487,19,0.5608,0.9143,576.17,0.0698,0.5108,0.5752,0.5813,moderate 6304,Nigeria,2019,remote,Finance,Junior,203.29,4073309,0.4651,2178812,0.1159,252527,10,0.4884,0.8135,211.69,0.0549,0.3718,0.4586,0.3928,low 6305,Botswana,2018,urban,Security,Senior,2.38,93763,0.2264,72534,0.3251,23584,26,0.5402,0.8699,678.08,0.0749,0.4709,0.7071,0.588,moderate 6306,Senegal,2021,remote,Education,Junior,16.62,329986,0.4794,171798,0.1401,24067,11,0.6219,0.743,221.92,0.0482,0.3268,0.3964,0.3764,low 6307,Ethiopia,2018,remote,Infrastructure,Senior,108.65,1385590,0.6,554236,0.1,55423,5,0.5045,0.6783,219.65,0.066,0.221,0.2268,0.284,critical 6308,DRC,2019,urban,Agriculture,Junior,89.7,569611,0.5949,230767,0.1,23076,4,0.4433,0.5911,94.73,0.0535,0.2329,0.2046,0.2687,critical 6309,DRC,2018,remote,Finance,Mid_Level,86.92,553937,0.6,221574,0.1,22157,4,0.4519,0.592,102.7,0.0612,0.235,0.1739,0.2647,critical 6310,Botswana,2025,capital,Social_Services,Junior,2.64,115369,0.1816,94416,0.4494,42433,19,0.623,0.9339,469.81,0.0671,0.5005,0.582,0.6128,moderate 6311,Tanzania,2018,rural,Education,Junior,56.11,1134229,0.3343,755100,0.1543,116499,10,0.5595,0.7711,295.75,0.0561,0.345,0.3726,0.4174,low 6312,South Africa,2020,urban,Education,Junior,60.06,3523370,0.241,2674333,0.3407,911193,19,0.5385,0.8468,610.05,0.0728,0.488,0.6456,0.5628,moderate 6313,Senegal,2023,urban,Education,Junior,17.53,347850,0.2029,277260,0.2215,61424,8,0.4669,0.6962,231.15,0.0514,0.3487,0.361,0.4501,low 6314,Botswana,2024,capital,Security,Junior,2.6,133460,0.1822,109140,0.4471,48791,16,0.5825,0.7662,461.28,0.0954,0.4703,0.6696,0.5851,moderate 6315,Nigeria,2022,urban,Health,Senior,218.92,4596433,0.4019,2749109,0.2392,657564,7,0.519,0.7147,473.21,0.0531,0.3442,0.4712,0.4156,low 6316,Kenya,2018,rural,Security,Junior,48.55,1495949,0.3064,1037528,0.1922,199449,20,0.5982,0.7978,518.21,0.0862,0.4736,0.7282,0.5113,moderate 6317,Kenya,2025,rural,Health,Junior,56.15,2208822,0.2525,1651075,0.2032,335454,13,0.6019,0.8064,487.3,0.0801,0.558,0.6884,0.5158,moderate 6318,Senegal,2025,capital,Social_Services,Junior,18.49,379389,0.2573,281760,0.2684,75623,10,0.5648,0.7919,243.0,0.0681,0.3648,0.4575,0.4788,low 6319,Senegal,2025,rural,Security,Junior,18.49,442613,0.3856,271928,0.1777,48326,10,0.5723,0.7068,192.63,0.0703,0.3046,0.4313,0.4026,low 6320,Uganda,2020,capital,Education,Senior,43.2,295866,0.3186,201592,0.225,45349,9,0.5624,0.7551,350.17,0.0656,0.3199,0.3331,0.4276,low 6321,Ghana,2023,remote,Administration,Junior,33.3,942026,0.3745,589192,0.1278,75311,12,0.5795,0.7161,263.03,0.0494,0.3919,0.4095,0.4059,low 6322,Botswana,2025,urban,Social_Services,Director,2.64,117683,0.1761,96954,0.35,33929,20,0.539,0.925,1270.73,0.0834,0.4266,0.7494,0.5998,moderate 6323,Senegal,2018,urban,Social_Services,Junior,15.34,371042,0.2639,273114,0.2494,68113,9,0.5721,0.8161,199.54,0.0481,0.298,0.4781,0.4689,low 6324,Rwanda,2022,urban,Education,Junior,13.35,413532,0.1392,355952,0.3234,115127,17,0.6095,0.799,643.64,0.0948,0.4301,0.6442,0.5658,moderate 6325,South Africa,2020,urban,Agriculture,Senior,60.06,3317037,0.2227,2578260,0.3493,900642,25,0.5159,0.7724,636.0,0.0884,0.5634,0.5671,0.5731,moderate 6326,Ethiopia,2020,remote,Security,Junior,114.15,1451475,0.6,580590,0.1,58059,3,0.5232,0.6486,115.45,0.0611,0.2408,0.2028,0.2741,critical 6327,DRC,2019,capital,Education,Mid_Level,89.7,487306,0.4238,280796,0.1441,40453,4,0.4975,0.661,117.58,0.0628,0.2386,0.2229,0.3354,critical 6328,South Africa,2022,capital,Health,Mid_Level,61.02,2813006,0.2718,2048497,0.3786,775568,15,0.5153,0.8037,503.83,0.0781,0.5087,0.6244,0.5481,moderate 6329,Mozambique,2023,urban,Education,Junior,32.13,349806,0.4324,198554,0.1261,25028,5,0.4934,0.613,131.86,0.0591,0.2056,0.1974,0.3182,critical 6330,Ghana,2023,rural,Finance,Mid_Level,33.3,868847,0.3132,596716,0.2119,126471,8,0.4901,0.8227,268.67,0.0581,0.3748,0.3824,0.4438,low 6331,Rwanda,2020,rural,Finance,Mid_Level,12.73,337466,0.2441,255092,0.2243,57227,25,0.5838,0.8684,508.1,0.0947,0.5573,0.5643,0.55,moderate 6332,Senegal,2025,urban,Finance,Mid_Level,18.49,407513,0.2644,299780,0.2404,72073,12,0.5465,0.6918,264.8,0.0642,0.3235,0.4266,0.4528,low 6333,Kenya,2025,urban,Education,Junior,56.15,1786922,0.1804,1464616,0.2952,432303,12,0.5443,0.9156,489.9,0.0803,0.5005,0.7735,0.5734,moderate 6334,Rwanda,2020,remote,Justice,Junior,12.73,421210,0.3192,286761,0.1997,57258,24,0.6692,0.8847,373.4,0.0652,0.4752,0.6877,0.5291,moderate 6335,South Africa,2025,capital,Education,Mid_Level,62.5,3176483,0.2374,2422410,0.3665,887762,16,0.4896,0.8564,405.65,0.0662,0.462,0.7608,0.573,moderate 6336,South Africa,2022,capital,Agriculture,Senior,61.02,3573626,0.2727,2598990,0.3913,1017029,19,0.607,0.7837,856.88,0.0729,0.5144,0.6411,0.5603,moderate 6337,Botswana,2020,rural,Administration,Mid_Level,2.45,121429,0.2863,86669,0.248,21498,23,0.6796,0.7845,543.98,0.0757,0.4735,0.5357,0.5166,moderate 6338,DRC,2020,remote,Health,Junior,92.57,636496,0.6,254598,0.1,25459,5,0.5808,0.6962,155.79,0.0545,0.239,0.2033,0.2862,critical 6339,Senegal,2018,remote,Health,Junior,15.34,286936,0.3852,176404,0.131,23114,9,0.5875,0.8072,219.18,0.0605,0.3964,0.3489,0.4046,low 6340,Botswana,2019,urban,Education,Junior,2.41,121591,0.1552,102722,0.3546,36429,17,0.5421,0.7834,383.37,0.0845,0.4816,0.5909,0.5671,moderate 6341,Botswana,2025,remote,Agriculture,Junior,2.64,134098,0.2981,94118,0.2006,18884,25,0.6435,0.8431,511.58,0.0951,0.4893,0.7036,0.5339,moderate 6342,Uganda,2019,rural,Health,Junior,41.86,329711,0.577,139480,0.1224,17075,5,0.4501,0.7322,205.22,0.0665,0.3841,0.3591,0.333,critical 6343,Uganda,2022,urban,Education,Mid_Level,46.01,394246,0.4597,213019,0.1811,38570,5,0.5874,0.8146,217.9,0.0494,0.3719,0.3784,0.3901,low 6344,Rwanda,2024,capital,Finance,Junior,14.0,437974,0.1561,369621,0.4003,147957,22,0.5226,0.9284,521.05,0.0939,0.5386,0.6476,0.6239,moderate 6345,Uganda,2018,urban,Security,Mid_Level,40.56,300305,0.4278,171838,0.1696,29137,6,0.4647,0.7055,199.83,0.0653,0.3936,0.4746,0.3931,low 6346,Ethiopia,2021,remote,Health,Mid_Level,117.0,1448403,0.6,579361,0.1,57936,4,0.4394,0.6901,155.92,0.053,0.2271,0.2313,0.2844,critical 6347,South Africa,2020,urban,Education,Junior,60.06,3256709,0.235,2491272,0.3842,957103,25,0.5419,0.7905,410.08,0.0789,0.4633,0.6866,0.5833,moderate 6348,Botswana,2021,capital,Justice,Junior,2.49,117386,0.1909,94982,0.3559,33801,23,0.6687,0.7879,531.85,0.0709,0.4793,0.71,0.5859,moderate 6349,Uganda,2024,remote,Social_Services,Senior,49.0,343866,0.6,137546,0.1112,15294,5,0.4944,0.728,408.09,0.061,0.3959,0.3428,0.3234,critical 6350,Mozambique,2022,capital,Social_Services,Junior,31.29,292197,0.3508,189694,0.1339,25400,4,0.4981,0.5895,120.44,0.0524,0.2132,0.1709,0.3326,critical 6351,Rwanda,2020,rural,ICT,Junior,12.73,378861,0.2109,298956,0.2252,67325,21,0.609,0.805,484.77,0.0767,0.5263,0.7325,0.5527,moderate 6352,Rwanda,2018,urban,Health,Junior,12.14,346721,0.1342,300192,0.3651,109589,27,0.6345,0.7937,605.22,0.0723,0.4552,0.7514,0.6149,moderate 6353,Tanzania,2023,rural,ICT,Junior,65.05,1091538,0.3589,699741,0.1426,99809,10,0.5057,0.6924,291.25,0.0711,0.378,0.3732,0.3999,low 6354,Nigeria,2019,rural,Security,Junior,203.29,4611585,0.4666,2459887,0.1726,424627,9,0.4886,0.7626,238.06,0.0519,0.2995,0.4615,0.3895,low 6355,Senegal,2025,capital,Education,Mid_Level,18.49,424535,0.2072,336587,0.2545,85670,14,0.4911,0.7983,232.76,0.0483,0.3814,0.4761,0.5023,moderate 6356,Nigeria,2024,rural,Justice,Junior,230.0,4293593,0.5146,2084010,0.1726,359617,9,0.5571,0.7323,310.12,0.055,0.3143,0.3489,0.3631,low 6357,Ethiopia,2025,urban,ICT,Junior,129.15,1340261,0.5331,625819,0.1496,93609,5,0.5345,0.6743,121.83,0.0649,0.2144,0.1923,0.3084,critical 6358,Senegal,2023,capital,Education,Junior,17.53,424946,0.2266,328667,0.2286,75133,13,0.5148,0.6766,187.06,0.0613,0.3166,0.4206,0.4582,low 6359,DRC,2024,urban,Administration,Junior,105.0,656651,0.6,262660,0.1172,30792,4,0.5323,0.6058,150.18,0.0529,0.228,0.1675,0.2697,critical 6360,Tanzania,2021,rural,Security,Mid_Level,61.31,956328,0.3679,604453,0.1647,99557,8,0.5235,0.6897,265.07,0.0559,0.3094,0.4007,0.3937,low 6361,Botswana,2021,urban,Education,Junior,2.49,106598,0.2207,83073,0.3379,28068,19,0.6251,0.8942,468.49,0.09,0.5264,0.594,0.573,moderate 6362,Nigeria,2022,urban,Infrastructure,Junior,218.92,4347610,0.3988,2613697,0.2513,656738,10,0.4674,0.6942,270.96,0.07,0.3026,0.4784,0.4203,low 6363,Kenya,2021,urban,Security,Executive,51.68,1648062,0.24,1252543,0.2733,342273,20,0.6154,0.8479,2056.32,0.0953,0.529,0.7773,0.5661,moderate 6364,Tanzania,2018,urban,Education,Junior,56.11,1151510,0.3034,802132,0.2372,190259,6,0.5275,0.8185,226.24,0.0599,0.329,0.4338,0.4475,low 6365,South Africa,2018,urban,Health,Mid_Level,59.11,3136602,0.247,2361737,0.2998,708029,20,0.5366,0.84,377.21,0.0692,0.507,0.7783,0.5677,moderate 6366,South Africa,2025,capital,Agriculture,Director,62.5,3212033,0.2557,2390588,0.3374,806681,25,0.6258,0.87,1310.77,0.0929,0.4619,0.5756,0.5672,moderate 6367,Nigeria,2022,remote,ICT,Junior,218.92,3784517,0.6,1513806,0.1314,198920,10,0.5723,0.6797,236.56,0.0595,0.3667,0.4129,0.3378,critical 6368,South Africa,2024,urban,Security,Junior,62.0,3420947,0.2577,2539426,0.3375,857009,22,0.5002,0.8957,616.02,0.0676,0.4686,0.7458,0.5808,moderate 6369,Senegal,2018,capital,Social_Services,Junior,15.34,321195,0.2072,254635,0.3065,78036,8,0.5108,0.7293,321.87,0.0549,0.3966,0.3845,0.4823,low 6370,South Africa,2021,rural,Infrastructure,Junior,60.54,3535131,0.3122,2431474,0.279,678392,25,0.6061,0.7947,398.77,0.0913,0.4582,0.6485,0.5341,moderate 6371,Ethiopia,2024,capital,Finance,Mid_Level,126.0,1545919,0.4043,920879,0.1606,147875,3,0.5282,0.5925,121.54,0.0512,0.181,0.199,0.3234,critical 6372,Ethiopia,2020,rural,Health,Director,114.15,1170072,0.5382,540346,0.1191,64352,6,0.4526,0.5879,310.52,0.0586,0.1914,0.1706,0.2846,critical 6373,Nigeria,2024,capital,Security,Senior,230.0,3940810,0.3293,2642920,0.2659,702634,10,0.4719,0.8112,466.91,0.0562,0.3328,0.4076,0.4548,low 6374,Nigeria,2025,remote,Education,Mid_Level,235.75,4523245,0.4991,2265816,0.1072,242916,8,0.5046,0.7732,271.59,0.0715,0.3671,0.3445,0.3592,low 6375,Botswana,2022,capital,Health,Director,2.52,102618,0.1665,85536,0.4525,38702,23,0.5848,0.822,969.34,0.0915,0.5345,0.7588,0.6316,moderate 6376,DRC,2024,rural,Education,Senior,105.0,574096,0.6,229638,0.1,22963,4,0.5692,0.6324,139.15,0.0598,0.2335,0.1831,0.2715,critical 6377,Ethiopia,2022,capital,Justice,Mid_Level,119.93,1542642,0.3847,949161,0.1769,167899,4,0.5035,0.6944,120.82,0.0696,0.23,0.2022,0.3554,low 6378,Botswana,2020,rural,Justice,Mid_Level,2.45,98240,0.2339,75266,0.2671,20103,28,0.6623,0.8971,411.3,0.069,0.5594,0.5947,0.5783,moderate 6379,DRC,2023,rural,Infrastructure,Junior,101.74,580384,0.6,232153,0.1,23215,5,0.4672,0.5938,131.49,0.0547,0.2145,0.1893,0.267,critical 6380,Rwanda,2019,capital,Infrastructure,Junior,12.43,397452,0.1303,345644,0.3149,108830,29,0.6902,0.7865,635.41,0.079,0.4341,0.616,0.5916,moderate 6381,Nigeria,2022,urban,Justice,Junior,218.92,4883352,0.3263,3289703,0.2641,868658,9,0.4582,0.7335,234.12,0.0566,0.3765,0.4136,0.446,low 6382,Senegal,2025,rural,Agriculture,Junior,18.49,426406,0.3501,277138,0.1547,42876,8,0.4857,0.7626,270.38,0.0565,0.3232,0.3464,0.4025,low 6383,Rwanda,2020,urban,Agriculture,Senior,12.73,397398,0.165,331827,0.3084,102348,23,0.6177,0.8733,620.07,0.0899,0.5385,0.7752,0.6057,moderate 6384,Uganda,2025,capital,Finance,Junior,50.57,437167,0.4136,256334,0.2093,53659,6,0.5176,0.6947,188.56,0.0509,0.3082,0.4628,0.3952,low 6385,Rwanda,2018,capital,Education,Junior,12.14,337519,0.1296,293775,0.3943,115849,27,0.5708,0.8196,460.78,0.0767,0.4441,0.611,0.6121,moderate 6386,Botswana,2024,rural,Health,Senior,2.6,113713,0.2746,82484,0.2602,21460,26,0.6337,0.8793,921.75,0.0904,0.4889,0.692,0.5614,moderate 6387,Ethiopia,2021,rural,Education,Mid_Level,117.0,1536445,0.6,614578,0.1181,72599,4,0.5655,0.6464,112.57,0.0487,0.1848,0.1699,0.272,critical 6388,South Africa,2021,capital,Security,Junior,60.54,3326365,0.2292,2564084,0.3535,906522,19,0.5692,0.7875,489.0,0.0845,0.5185,0.7521,0.5738,moderate 6389,DRC,2023,rural,Education,Mid_Level,101.74,697531,0.6,279012,0.1,27901,2,0.4416,0.7118,142.35,0.0597,0.2037,0.1746,0.2746,critical 6390,South Africa,2022,rural,Health,Mid_Level,61.02,3094307,0.3951,1871773,0.268,501599,24,0.5705,0.7926,599.15,0.0776,0.5007,0.7076,0.518,moderate 6391,Rwanda,2022,rural,Health,Junior,13.35,380985,0.2183,297808,0.2532,75411,29,0.6286,0.8964,521.81,0.0718,0.5265,0.6751,0.5858,moderate 6392,Kenya,2022,rural,Health,Junior,52.76,1949607,0.2396,1482401,0.2033,301429,22,0.6642,0.8448,380.9,0.0891,0.5317,0.6133,0.5371,moderate 6393,Nigeria,2024,capital,Finance,Junior,230.0,5126828,0.2819,3681536,0.227,835721,7,0.4658,0.6913,246.08,0.0521,0.3776,0.4015,0.4354,low 6394,Rwanda,2024,rural,Security,Junior,14.0,415149,0.252,310514,0.2538,78820,25,0.6087,0.8237,604.01,0.0928,0.517,0.7798,0.5662,moderate 6395,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,815924,0.3584,523477,0.2018,105624,12,0.4993,0.7409,249.58,0.061,0.3033,0.4367,0.426,low 6396,Tanzania,2025,capital,Social_Services,Junior,69.01,1075575,0.2898,763833,0.2607,199104,10,0.4733,0.676,308.06,0.0542,0.3202,0.4553,0.4467,low 6397,Nigeria,2020,urban,Administration,Mid_Level,208.37,4086775,0.3378,2706126,0.2191,593020,12,0.5568,0.7979,324.68,0.0593,0.2998,0.4624,0.4462,low 6398,Uganda,2019,urban,Education,Director,41.86,349451,0.4437,194388,0.1715,33341,6,0.4834,0.6777,683.43,0.0483,0.3888,0.4252,0.38,low 6399,South Africa,2022,urban,Finance,Junior,61.02,3399472,0.2675,2489988,0.3272,814718,25,0.5786,0.8882,484.0,0.0676,0.5501,0.7271,0.5884,moderate 6400,Rwanda,2019,urban,Social_Services,Mid_Level,12.43,390461,0.1825,319205,0.3057,97580,30,0.6957,0.7749,624.2,0.0949,0.4733,0.7514,0.5945,moderate 6401,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1465688,0.6,586275,0.1253,73442,4,0.5495,0.6155,95.61,0.0688,0.2158,0.1714,0.2724,critical 6402,Rwanda,2022,urban,Administration,Junior,13.35,362976,0.1763,298995,0.3139,93844,28,0.5568,0.8734,410.84,0.0774,0.5498,0.578,0.5982,moderate 6403,Senegal,2019,rural,Education,Mid_Level,15.76,354759,0.3712,223080,0.1552,34616,13,0.5809,0.8037,242.19,0.0514,0.3881,0.386,0.4265,low 6404,Kenya,2022,urban,Health,Junior,52.76,2098171,0.2103,1656980,0.3089,511857,12,0.6099,0.9323,369.13,0.0876,0.5575,0.7618,0.5764,moderate 6405,Ethiopia,2023,rural,Health,Mid_Level,122.93,1639147,0.5423,750215,0.1003,75281,5,0.5932,0.5958,94.97,0.0576,0.2375,0.1671,0.2819,critical 6406,Kenya,2018,remote,Finance,Mid_Level,48.55,1624076,0.3554,1046814,0.1696,177530,12,0.495,0.7742,381.67,0.0692,0.55,0.5743,0.4621,low 6407,South Africa,2025,remote,Finance,Junior,62.5,3773533,0.4699,2000239,0.1789,357887,17,0.6337,0.8979,412.69,0.0707,0.5341,0.7454,0.4824,low 6408,Botswana,2022,capital,Education,Mid_Level,2.52,102414,0.1366,88424,0.379,33512,24,0.5943,0.9277,390.33,0.0937,0.486,0.7652,0.6349,moderate 6409,Uganda,2019,urban,Education,Junior,41.86,303897,0.3904,185243,0.1959,36286,7,0.4499,0.795,220.41,0.0657,0.326,0.3655,0.4073,low 6410,Rwanda,2022,capital,Health,Director,13.35,395637,0.1628,331233,0.3867,128071,17,0.5615,0.8708,1470.49,0.0949,0.4374,0.7029,0.5931,moderate 6411,Kenya,2021,urban,Health,Executive,51.68,1872706,0.213,1473846,0.3483,513333,14,0.59,0.8432,1985.48,0.0891,0.456,0.7635,0.5673,moderate 6412,Tanzania,2021,urban,Education,Junior,61.31,1121514,0.3156,767563,0.1865,143182,7,0.5802,0.7493,265.39,0.0568,0.3035,0.4097,0.4189,low 6413,Kenya,2020,rural,Education,Mid_Level,50.61,1804117,0.294,1273682,0.245,312009,13,0.4847,0.7923,547.4,0.072,0.5302,0.6198,0.5041,moderate 6414,Tanzania,2021,rural,Agriculture,Junior,61.31,1075239,0.4461,595521,0.162,96466,7,0.5961,0.8203,244.76,0.0563,0.3892,0.3651,0.3949,low 6415,Uganda,2023,rural,Security,Junior,47.48,342920,0.5157,166076,0.1418,23545,6,0.5605,0.7166,265.92,0.0539,0.3438,0.388,0.3522,low 6416,Uganda,2022,rural,Education,Mid_Level,46.01,411910,0.4996,206135,0.1406,28981,6,0.5759,0.7185,322.77,0.0496,0.3914,0.4483,0.367,low 6417,Mozambique,2019,rural,Health,Junior,28.88,294691,0.596,119056,0.1,11905,7,0.5447,0.6686,127.73,0.0577,0.1828,0.2051,0.2826,critical 6418,Ghana,2024,remote,Health,Mid_Level,34.0,776053,0.3973,467710,0.1278,59779,16,0.606,0.7258,303.29,0.0515,0.3333,0.3279,0.3976,low 6419,Nigeria,2021,urban,ICT,Junior,213.58,3850183,0.2764,2785916,0.2313,644389,7,0.5697,0.7377,324.06,0.0497,0.344,0.4753,0.4488,low 6420,South Africa,2021,urban,Health,Mid_Level,60.54,3028661,0.2639,2229478,0.3903,870136,20,0.5039,0.8489,562.1,0.0832,0.4364,0.6308,0.5657,moderate 6421,Senegal,2022,urban,Administration,Executive,17.07,404836,0.284,289876,0.2788,80803,10,0.5143,0.6812,829.69,0.0517,0.3151,0.3453,0.4419,low 6422,South Africa,2020,urban,Social_Services,Junior,60.06,3325675,0.2581,2467371,0.3618,892679,14,0.6131,0.8315,585.19,0.0749,0.5579,0.695,0.5609,moderate 6423,DRC,2025,urban,Education,Mid_Level,108.36,580675,0.4798,302057,0.1113,33608,3,0.4417,0.6129,128.43,0.0695,0.1911,0.1769,0.2941,critical 6424,DRC,2023,rural,Administration,Junior,101.74,684131,0.6,273652,0.1,27365,3,0.583,0.5984,128.72,0.0684,0.2381,0.2216,0.2682,critical 6425,Botswana,2018,rural,Justice,Director,2.38,96735,0.2522,72334,0.2604,18834,25,0.5389,0.7722,1112.03,0.0871,0.5104,0.5975,0.5412,moderate 6426,Rwanda,2022,urban,Education,Junior,13.35,401093,0.1302,348866,0.3436,119854,20,0.5481,0.7841,517.65,0.0677,0.481,0.6931,0.5884,moderate 6427,Ethiopia,2025,rural,Education,Mid_Level,129.15,1459893,0.5741,621781,0.1165,72448,3,0.4949,0.6328,95.01,0.0625,0.2272,0.1846,0.2792,critical 6428,DRC,2020,urban,Agriculture,Senior,92.57,496227,0.4353,280212,0.1239,34718,3,0.5156,0.6712,233.23,0.0664,0.1991,0.1747,0.3177,critical 6429,DRC,2022,rural,Health,Mid_Level,98.59,673868,0.6,269547,0.1,26954,3,0.5233,0.5979,137.54,0.055,0.2389,0.162,0.2623,critical 6430,Botswana,2022,rural,Finance,Director,2.52,106741,0.204,84968,0.2837,24102,22,0.6071,0.8589,1415.0,0.0792,0.4265,0.535,0.5499,moderate 6431,Rwanda,2018,remote,ICT,Junior,12.14,383041,0.2217,298113,0.1874,55852,24,0.5958,0.7823,467.24,0.0698,0.4175,0.6274,0.5232,moderate 6432,Ghana,2018,capital,Education,Mid_Level,30.01,692004,0.2835,495852,0.331,164118,10,0.5317,0.7661,202.96,0.0631,0.3417,0.325,0.4685,low 6433,Nigeria,2020,capital,Social_Services,Mid_Level,208.37,3767383,0.3083,2605999,0.2472,644147,9,0.488,0.7709,298.04,0.0596,0.3131,0.3619,0.4404,low 6434,Mozambique,2020,remote,Security,Director,29.66,280796,0.6,112318,0.1,11231,7,0.4871,0.7081,328.7,0.0656,0.1902,0.1773,0.2855,critical 6435,South Africa,2025,rural,Administration,Junior,62.5,3307381,0.346,2162875,0.2343,506846,15,0.5072,0.8192,476.6,0.0646,0.4866,0.6575,0.4969,low 6436,Senegal,2021,rural,Health,Senior,16.62,336378,0.3159,230111,0.1984,45644,12,0.5845,0.7951,480.08,0.049,0.4022,0.4696,0.4571,low 6437,DRC,2019,urban,Security,Senior,89.7,545011,0.5428,249175,0.1023,25495,4,0.5159,0.5986,224.53,0.0537,0.2121,0.2267,0.2835,critical 6438,Kenya,2023,capital,ICT,Junior,53.87,2058166,0.1774,1693007,0.2929,495838,14,0.4865,0.8002,615.42,0.0734,0.5063,0.5719,0.5417,moderate 6439,Tanzania,2019,urban,Administration,Junior,57.79,1089329,0.2818,782322,0.1925,150584,9,0.5156,0.8059,313.86,0.0617,0.3283,0.4051,0.4444,low 6440,Nigeria,2025,rural,Health,Junior,235.75,4226464,0.4619,2274197,0.1513,343996,8,0.5365,0.7599,298.71,0.0585,0.3792,0.3327,0.3775,low 6441,South Africa,2022,urban,Administration,Mid_Level,61.02,3419871,0.298,2400631,0.3203,768869,23,0.657,0.9338,478.73,0.0853,0.4442,0.6653,0.5641,moderate 6442,Uganda,2021,capital,Administration,Director,44.58,405718,0.3139,278347,0.1797,50016,8,0.4954,0.7693,637.66,0.0619,0.3496,0.3216,0.419,low 6443,Senegal,2020,remote,Finance,Junior,16.18,305121,0.3841,187913,0.1232,23150,11,0.5754,0.6842,281.79,0.0485,0.3693,0.3447,0.3863,low 6444,Ethiopia,2020,capital,Infrastructure,Senior,114.15,1394603,0.4877,714400,0.1444,103169,4,0.4974,0.6265,171.47,0.0617,0.1907,0.176,0.3048,critical 6445,South Africa,2019,capital,Security,Mid_Level,59.58,2956078,0.2699,2158116,0.3931,848462,17,0.4906,0.805,496.41,0.0706,0.4641,0.777,0.5682,moderate 6446,Uganda,2025,urban,Social_Services,Junior,50.57,434378,0.4691,230620,0.2117,48830,8,0.5843,0.6761,232.83,0.0664,0.3402,0.3499,0.3761,low 6447,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1329400,0.6,531760,0.1019,54207,5,0.4878,0.6149,116.17,0.0656,0.193,0.1674,0.2663,critical 6448,Ethiopia,2021,rural,Security,Mid_Level,117.0,1356567,0.5425,620672,0.1053,65349,4,0.4591,0.7091,97.21,0.0617,0.2039,0.2038,0.2978,critical 6449,Ghana,2022,urban,Education,Junior,32.62,734785,0.2606,543280,0.2583,140354,16,0.4952,0.7617,323.43,0.0703,0.3703,0.3835,0.4791,low 6450,Mozambique,2023,remote,Infrastructure,Junior,32.13,274399,0.6,109759,0.1,10975,5,0.5391,0.6211,100.12,0.0621,0.1831,0.2343,0.2724,critical 6451,DRC,2025,remote,Health,Junior,108.36,572760,0.6,229104,0.1,22910,2,0.4427,0.6245,104.11,0.048,0.1836,0.2143,0.2635,critical 6452,Mozambique,2022,urban,Education,Mid_Level,31.29,325879,0.3982,196098,0.1233,24186,7,0.4671,0.694,124.52,0.0593,0.1946,0.216,0.3439,critical 6453,Kenya,2021,capital,Social_Services,Mid_Level,51.68,1955094,0.1604,1641457,0.318,521998,15,0.503,0.915,459.78,0.0738,0.4864,0.7686,0.5896,moderate 6454,DRC,2020,remote,Administration,Junior,92.57,571032,0.6,228412,0.1,22841,5,0.5351,0.6779,133.73,0.0534,0.2159,0.2291,0.2837,critical 6455,Ethiopia,2024,rural,Infrastructure,Mid_Level,126.0,1453697,0.5879,599074,0.1103,66084,6,0.5554,0.6023,92.98,0.0513,0.234,0.1716,0.2765,critical 6456,Uganda,2021,rural,Social_Services,Junior,44.58,327905,0.4543,178928,0.1224,21894,5,0.5489,0.6854,272.38,0.0686,0.3519,0.4706,0.3646,low 6457,Botswana,2021,urban,Health,Mid_Level,2.49,120639,0.1664,100561,0.3822,38430,21,0.6685,0.7777,467.6,0.0772,0.4853,0.5986,0.5815,moderate 6458,Botswana,2020,urban,Health,Junior,2.45,123211,0.1894,99876,0.4008,40032,20,0.6547,0.9031,638.51,0.0886,0.5218,0.6741,0.6079,moderate 6459,South Africa,2024,urban,Health,Junior,62.0,3555404,0.2161,2787111,0.3872,1079216,20,0.6321,0.8515,602.47,0.0958,0.5353,0.7481,0.5988,moderate 6460,DRC,2024,rural,Education,Mid_Level,105.0,574289,0.6,229715,0.1,22971,3,0.5434,0.5947,150.3,0.0492,0.1945,0.2367,0.2648,critical 6461,Tanzania,2024,capital,Administration,Senior,67.0,1199097,0.303,835785,0.2341,195682,7,0.4844,0.7249,339.1,0.0658,0.3201,0.4396,0.435,low 6462,Botswana,2022,urban,Security,Senior,2.52,109631,0.2028,87395,0.3191,27890,26,0.6516,0.9302,605.97,0.0682,0.552,0.6067,0.5995,moderate 6463,Mozambique,2022,remote,Security,Junior,31.29,277706,0.6,111082,0.1,11108,7,0.4589,0.6413,141.86,0.069,0.2325,0.2222,0.2842,critical 6464,Ethiopia,2019,urban,Agriculture,Junior,111.37,1292976,0.4179,752595,0.1446,108825,5,0.5489,0.5857,151.32,0.0606,0.2197,0.2096,0.325,critical 6465,Kenya,2018,rural,Security,Junior,48.55,1488066,0.3233,1007014,0.2533,255061,19,0.582,0.8657,497.81,0.0916,0.5253,0.5381,0.5162,moderate 6466,Tanzania,2020,rural,ICT,Senior,59.53,1070328,0.4386,600887,0.1674,100568,10,0.6124,0.7676,378.92,0.0658,0.3906,0.42,0.4034,low 6467,Ghana,2018,capital,Social_Services,Mid_Level,30.01,860311,0.2129,677177,0.3123,211479,11,0.4656,0.73,204.08,0.061,0.3887,0.4788,0.4986,low 6468,Nigeria,2022,remote,Administration,Junior,218.92,3757002,0.6,1502800,0.1288,193529,11,0.5677,0.709,242.79,0.0564,0.3704,0.329,0.336,critical 6469,Uganda,2021,capital,Security,Mid_Level,44.58,378120,0.4023,226005,0.2269,51282,9,0.4715,0.6874,209.91,0.0589,0.3499,0.4634,0.4131,low 6470,DRC,2025,urban,ICT,Junior,108.36,588566,0.5813,246404,0.1113,27422,4,0.5789,0.6592,146.77,0.0556,0.1827,0.2039,0.28,critical 6471,Ghana,2025,rural,Security,Director,34.71,940253,0.3747,587899,0.2144,126027,11,0.5574,0.8078,594.74,0.0677,0.3741,0.373,0.4333,low 6472,Senegal,2023,urban,Education,Mid_Level,17.53,345752,0.2584,256401,0.2208,56616,10,0.5822,0.7747,232.03,0.0588,0.3233,0.3863,0.4528,low 6473,South Africa,2025,rural,Health,Junior,62.5,2852049,0.3305,1909499,0.2768,528599,20,0.534,0.832,378.06,0.0763,0.4715,0.5895,0.5175,moderate 6474,Senegal,2019,capital,Health,Junior,15.76,396411,0.2292,305547,0.2802,85608,10,0.4861,0.7482,231.28,0.0538,0.3773,0.3574,0.4734,low 6475,Botswana,2023,capital,Infrastructure,Mid_Level,2.56,121776,0.2002,97391,0.3975,38709,20,0.6225,0.7759,497.53,0.0919,0.4555,0.6506,0.5763,moderate 6476,Kenya,2019,remote,Social_Services,Senior,49.57,1551244,0.338,1026937,0.1536,157717,21,0.6593,0.8891,821.23,0.0718,0.4273,0.738,0.5063,moderate 6477,South Africa,2019,capital,Education,Junior,59.58,2991357,0.2058,2375851,0.3358,797894,23,0.6707,0.7907,522.9,0.0781,0.4825,0.7164,0.5785,moderate 6478,Tanzania,2024,capital,Administration,Junior,67.0,1183735,0.2211,922007,0.2469,227662,8,0.4745,0.7257,213.95,0.0637,0.3678,0.4079,0.4629,low 6479,Mozambique,2024,capital,Security,Mid_Level,33.0,326265,0.4359,184029,0.1319,24269,6,0.4948,0.5891,85.69,0.0539,0.2155,0.2093,0.3198,critical 6480,Uganda,2018,urban,Health,Senior,40.56,358861,0.3571,230721,0.2155,49725,5,0.5259,0.7826,352.61,0.0503,0.3778,0.4459,0.4269,low 6481,Senegal,2020,capital,Administration,Junior,16.18,330513,0.2104,260962,0.2644,69006,11,0.4968,0.7332,314.83,0.0693,0.3071,0.445,0.4762,low 6482,Rwanda,2022,capital,Justice,Junior,13.35,369735,0.1195,325533,0.3809,124009,28,0.6736,0.8511,479.34,0.0816,0.4176,0.7222,0.627,moderate 6483,Botswana,2024,capital,Administration,Junior,2.6,107749,0.137,92986,0.4614,42900,24,0.6168,0.7899,590.85,0.0829,0.4688,0.6827,0.6247,moderate 6484,Senegal,2019,urban,Health,Junior,15.76,398004,0.2222,309578,0.2103,65096,9,0.5145,0.677,269.19,0.0605,0.3333,0.4621,0.4506,low 6485,Senegal,2019,capital,Health,Senior,15.76,330068,0.2508,247295,0.235,58112,11,0.5099,0.8162,369.82,0.0545,0.3009,0.3982,0.4659,low 6486,Nigeria,2019,capital,Health,Mid_Level,203.29,3756637,0.2907,2664423,0.2538,676128,7,0.537,0.7424,258.4,0.0648,0.3721,0.4313,0.45,low 6487,Uganda,2018,remote,Social_Services,Senior,40.56,292516,0.6,117006,0.1186,13880,9,0.5153,0.8029,366.57,0.05,0.3997,0.3694,0.3495,critical 6488,Mozambique,2020,remote,Justice,Junior,29.66,323195,0.5818,135163,0.1,13516,5,0.5285,0.6279,135.86,0.0633,0.2238,0.2168,0.2803,critical 6489,Rwanda,2023,remote,Finance,Senior,13.67,375884,0.3199,255645,0.195,49841,18,0.6236,0.8643,705.69,0.0675,0.5082,0.656,0.5098,moderate 6490,South Africa,2024,urban,Infrastructure,Junior,62.0,2871663,0.2526,2146268,0.394,845733,14,0.5952,0.837,403.4,0.0858,0.4707,0.7778,0.5708,moderate 6491,Senegal,2022,urban,ICT,Junior,17.07,428404,0.2697,312869,0.2499,78172,10,0.4701,0.8164,270.6,0.0606,0.3661,0.462,0.4753,low 6492,Ghana,2020,urban,Social_Services,Senior,31.29,831762,0.2795,599279,0.2605,156132,10,0.5633,0.7821,371.15,0.0707,0.314,0.4029,0.4593,low 6493,Uganda,2023,remote,Education,Junior,47.48,378021,0.6,151208,0.1,15120,7,0.469,0.8146,204.48,0.0541,0.342,0.3422,0.3331,critical 6494,Mozambique,2025,rural,Security,Junior,33.89,322661,0.5052,159637,0.1,15963,5,0.5136,0.6728,115.86,0.0717,0.2092,0.1959,0.3026,critical 6495,Kenya,2020,urban,Social_Services,Director,50.61,1581779,0.1642,1322070,0.3522,465592,16,0.5934,0.9265,893.23,0.0695,0.533,0.6973,0.599,moderate 6496,Ghana,2021,remote,Security,Junior,31.94,703185,0.5193,338055,0.1672,56529,10,0.4953,0.6815,192.34,0.0538,0.3931,0.3416,0.3627,low 6497,Uganda,2018,remote,Health,Junior,40.56,327152,0.6,130860,0.1023,13393,7,0.5398,0.6779,296.65,0.0565,0.4021,0.4569,0.3307,critical 6498,Rwanda,2018,rural,Education,Junior,12.14,314575,0.2471,236854,0.2248,53234,22,0.6415,0.9338,619.68,0.0948,0.4295,0.6262,0.5451,moderate 6499,Botswana,2019,urban,ICT,Director,2.41,113966,0.2098,90055,0.411,37012,21,0.5933,0.9138,1168.89,0.076,0.539,0.747,0.6185,moderate 6500,Botswana,2024,urban,Finance,Junior,2.6,110763,0.1688,92071,0.3348,30824,25,0.6288,0.7766,398.93,0.0755,0.481,0.741,0.5927,moderate 6501,South Africa,2018,capital,Administration,Junior,59.11,2872689,0.2356,2196001,0.4303,944909,25,0.6046,0.7826,393.99,0.074,0.5431,0.7278,0.6057,moderate 6502,South Africa,2025,urban,Agriculture,Junior,62.5,3323546,0.2794,2394804,0.2987,715230,24,0.6162,0.8182,446.82,0.0957,0.4604,0.6653,0.5501,moderate 6503,Mozambique,2020,rural,Finance,Mid_Level,29.66,259237,0.4754,135983,0.1115,15160,7,0.6038,0.6648,105.74,0.069,0.2382,0.1835,0.3184,critical 6504,Senegal,2021,urban,Finance,Mid_Level,16.62,409802,0.2834,293676,0.2171,63748,12,0.4869,0.7239,234.63,0.0698,0.3356,0.4162,0.4472,low 6505,South Africa,2023,urban,Security,Mid_Level,61.51,3087632,0.252,2309491,0.3157,729118,14,0.5335,0.9209,463.97,0.0923,0.4284,0.6425,0.5461,moderate 6506,Ethiopia,2020,urban,Security,Junior,114.15,1221118,0.3857,750083,0.1448,108613,5,0.5152,0.7133,100.43,0.0699,0.2304,0.222,0.3545,low 6507,Tanzania,2023,capital,Justice,Junior,65.05,1100711,0.2345,842617,0.2302,193999,7,0.5839,0.777,271.63,0.0658,0.3308,0.4084,0.4569,low 6508,Kenya,2023,urban,Agriculture,Junior,53.87,1860279,0.2089,1471735,0.2718,400043,14,0.5674,0.7947,503.56,0.0711,0.4425,0.7261,0.5368,moderate 6509,South Africa,2024,urban,Education,Junior,62.0,2989277,0.2616,2207255,0.3955,873078,23,0.5528,0.8247,408.23,0.0864,0.4662,0.7477,0.5861,moderate 6510,South Africa,2023,urban,Education,Junior,61.51,3230685,0.3009,2258445,0.3609,814978,19,0.5601,0.8691,622.0,0.0767,0.5068,0.7752,0.571,moderate 6511,DRC,2022,rural,Administration,Mid_Level,98.59,513511,0.6,205404,0.1,20540,4,0.5614,0.6843,113.94,0.0661,0.2149,0.1685,0.276,critical 6512,Botswana,2019,rural,Administration,Mid_Level,2.41,100390,0.2928,70999,0.2991,21234,25,0.6474,0.7836,576.79,0.092,0.5162,0.7626,0.5595,moderate 6513,Senegal,2018,capital,ICT,Senior,15.34,313124,0.2531,233859,0.2326,54404,10,0.4904,0.8136,486.66,0.0507,0.3902,0.3305,0.464,low 6514,Ethiopia,2025,remote,Social_Services,Junior,129.15,1441814,0.6,576725,0.1,57672,4,0.5454,0.604,129.54,0.0516,0.1952,0.2073,0.2658,critical 6515,Ethiopia,2023,urban,Education,Senior,122.93,1509570,0.4368,850264,0.1562,132834,3,0.4998,0.6874,221.04,0.0482,0.2227,0.1609,0.3288,critical 6516,DRC,2023,remote,Administration,Junior,101.74,521072,0.6,208428,0.1,20842,3,0.4607,0.6852,131.16,0.0575,0.2228,0.1875,0.2763,critical 6517,Senegal,2022,urban,Education,Junior,17.07,354677,0.2397,269644,0.2318,62505,14,0.5037,0.7331,277.77,0.0545,0.3506,0.4351,0.4715,low 6518,DRC,2025,rural,Security,Senior,108.36,620519,0.6,248207,0.1,24820,4,0.4413,0.7017,169.65,0.0652,0.2001,0.2021,0.2805,critical 6519,Kenya,2021,capital,Education,Junior,51.68,1862173,0.2131,1465408,0.3642,533653,21,0.5827,0.7736,423.45,0.0794,0.4693,0.6397,0.5672,moderate 6520,Ethiopia,2024,capital,Education,Director,126.0,1559166,0.3978,938928,0.153,143638,4,0.5638,0.7125,257.43,0.0673,0.1809,0.2201,0.3458,critical 6521,Botswana,2024,urban,Security,Director,2.6,122756,0.196,98694,0.3233,31910,18,0.5329,0.7932,944.21,0.0922,0.4453,0.7445,0.5648,moderate 6522,Mozambique,2025,urban,Education,Senior,33.89,387575,0.3709,243811,0.1319,32147,6,0.4462,0.6343,139.29,0.0676,0.1948,0.2095,0.3408,critical 6523,Nigeria,2022,remote,Health,Mid_Level,218.92,4896989,0.5691,2110165,0.1434,302633,8,0.5288,0.7955,242.04,0.054,0.3091,0.4556,0.3594,low 6524,Mozambique,2019,capital,Education,Director,28.88,295617,0.363,188302,0.1702,32042,5,0.446,0.6316,323.41,0.0694,0.2178,0.2068,0.3515,low 6525,Nigeria,2023,capital,Administration,Mid_Level,224.39,4529576,0.3169,3094340,0.2215,685392,10,0.4783,0.7501,298.4,0.0515,0.3397,0.421,0.4397,low 6526,Ethiopia,2023,capital,Education,Junior,122.93,1606165,0.4726,847031,0.1697,143725,6,0.4627,0.668,98.46,0.0564,0.1813,0.1711,0.3247,critical 6527,South Africa,2020,urban,Infrastructure,Executive,60.06,3469016,0.2106,2738395,0.2974,814279,24,0.6009,0.9327,1446.13,0.0934,0.5149,0.6443,0.5875,moderate 6528,Tanzania,2020,urban,Security,Junior,59.53,1177380,0.3387,778572,0.2246,174896,9,0.6012,0.7292,268.17,0.0587,0.3304,0.4682,0.4332,low 6529,Mozambique,2020,rural,Education,Mid_Level,29.66,319739,0.5649,139118,0.1,13911,5,0.5256,0.6515,95.49,0.0624,0.2264,0.2186,0.2885,critical 6530,Botswana,2023,urban,Infrastructure,Senior,2.56,102778,0.1875,83507,0.3659,30555,24,0.6356,0.802,608.34,0.0689,0.5103,0.6753,0.5935,moderate 6531,DRC,2019,rural,Justice,Junior,89.7,490927,0.6,196370,0.1,19637,4,0.4468,0.6967,113.73,0.068,0.2309,0.2116,0.2838,critical 6532,Ghana,2019,capital,Health,Junior,30.64,828462,0.2605,612662,0.2961,181380,8,0.471,0.8142,282.85,0.0699,0.3542,0.3289,0.4693,low 6533,Botswana,2024,remote,Infrastructure,Junior,2.6,121887,0.3474,79540,0.2216,17627,25,0.6862,0.8302,572.15,0.0871,0.4728,0.752,0.5281,moderate 6534,Tanzania,2019,rural,Finance,Junior,57.79,919683,0.318,627232,0.1438,90196,10,0.5352,0.7897,320.52,0.0517,0.3339,0.353,0.4186,low 6535,Senegal,2022,rural,Education,Senior,17.07,323534,0.3432,212480,0.1979,42046,13,0.5281,0.6911,375.22,0.0592,0.3632,0.4129,0.4274,low 6536,South Africa,2019,capital,ICT,Junior,59.58,3228550,0.1858,2628838,0.341,896473,19,0.5678,0.8071,590.8,0.093,0.4592,0.6996,0.5733,moderate 6537,Kenya,2019,capital,Health,Junior,49.57,1729125,0.1591,1454060,0.3114,452817,14,0.5797,0.9218,433.25,0.0718,0.4347,0.7761,0.5824,moderate 6538,Ethiopia,2024,urban,Health,Mid_Level,126.0,1373298,0.3806,850559,0.149,126752,5,0.5645,0.6186,118.85,0.0655,0.2408,0.2337,0.3448,critical 6539,Nigeria,2020,urban,Administration,Mid_Level,208.37,3556086,0.3667,2251969,0.2285,514483,11,0.6116,0.7306,244.71,0.0585,0.338,0.3973,0.4261,low 6540,Mozambique,2022,capital,Social_Services,Senior,31.29,283269,0.3255,191061,0.1606,30692,7,0.4723,0.6917,228.62,0.0677,0.2132,0.2337,0.3747,low 6541,DRC,2018,remote,Security,Junior,86.92,577928,0.6,231171,0.1,23117,3,0.5236,0.6317,131.2,0.0658,0.2192,0.2303,0.2722,critical 6542,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,371211,0.146,316996,0.2995,94951,22,0.573,0.8815,476.01,0.071,0.4365,0.7031,0.5896,moderate 6543,Tanzania,2018,urban,Education,Junior,56.11,1126512,0.2461,849237,0.1986,168634,7,0.5839,0.8093,258.1,0.0648,0.3861,0.3694,0.4525,low 6544,South Africa,2022,capital,Education,Mid_Level,61.02,3073558,0.1954,2472994,0.3318,820605,24,0.641,0.8986,554.34,0.0696,0.5247,0.6646,0.5978,moderate 6545,Rwanda,2018,capital,Education,Senior,12.14,375246,0.1496,319097,0.4044,129031,24,0.5888,0.8436,665.2,0.071,0.427,0.6013,0.6031,moderate 6546,Uganda,2018,capital,Agriculture,Junior,40.56,292111,0.3638,185832,0.1791,33276,7,0.5098,0.718,184.48,0.0538,0.377,0.3875,0.4055,low 6547,Ghana,2023,rural,Social_Services,Senior,33.3,742725,0.3887,454041,0.1773,80517,13,0.5407,0.8154,348.08,0.0675,0.321,0.324,0.4165,low 6548,Nigeria,2024,rural,Education,Junior,230.0,5148065,0.4382,2892231,0.1715,495900,7,0.4659,0.7883,221.9,0.0656,0.308,0.3222,0.3821,low 6549,Botswana,2021,urban,ICT,Junior,2.49,115846,0.2132,91142,0.3528,32153,25,0.6521,0.8144,589.76,0.095,0.4625,0.5706,0.5729,moderate 6550,Tanzania,2025,capital,Health,Junior,69.01,1310560,0.3094,905048,0.2378,215223,10,0.5027,0.7782,212.95,0.0686,0.3351,0.4363,0.451,low 6551,Kenya,2021,urban,Security,Junior,51.68,1699323,0.183,1388307,0.3021,419452,12,0.6288,0.8143,480.91,0.0728,0.4739,0.7554,0.5549,moderate 6552,Rwanda,2023,urban,Security,Mid_Level,13.67,373800,0.1487,318205,0.3223,102548,28,0.53,0.8279,389.33,0.085,0.4486,0.6108,0.5935,moderate 6553,Botswana,2021,urban,Infrastructure,Junior,2.49,122249,0.1925,98715,0.3737,36885,19,0.4905,0.8685,493.25,0.0768,0.4965,0.7041,0.5931,moderate 6554,Botswana,2022,urban,ICT,Mid_Level,2.52,105818,0.1682,88015,0.3668,32280,17,0.4876,0.86,472.7,0.0899,0.4173,0.7059,0.5835,moderate 6555,Ghana,2023,rural,Social_Services,Executive,33.3,739716,0.3364,490852,0.2228,109357,14,0.6078,0.7604,1269.96,0.0584,0.3336,0.478,0.4518,low 6556,Mozambique,2020,remote,Education,Mid_Level,29.66,295354,0.6,118141,0.1,11814,6,0.5713,0.6438,91.29,0.0701,0.2401,0.1828,0.2789,critical 6557,DRC,2024,rural,Education,Junior,105.0,686820,0.6,274728,0.1,27472,2,0.4816,0.7037,146.45,0.0585,0.23,0.1834,0.2769,critical 6558,Ethiopia,2022,rural,Health,Junior,119.93,1259262,0.6,503704,0.1083,54534,4,0.4921,0.7108,85.83,0.0703,0.2147,0.2031,0.2855,critical 6559,Tanzania,2020,capital,Social_Services,Mid_Level,59.53,912440,0.2855,651944,0.2298,149802,8,0.462,0.7759,272.21,0.0712,0.3088,0.4713,0.4505,low 6560,Uganda,2021,capital,Justice,Junior,44.58,312792,0.3062,217004,0.2392,51905,8,0.6043,0.7914,268.91,0.0508,0.3448,0.3585,0.4423,low 6561,Uganda,2019,urban,Education,Director,41.86,287566,0.3286,193072,0.1997,38550,5,0.5284,0.7974,484.54,0.0497,0.3974,0.4576,0.4354,low 6562,Botswana,2019,urban,Health,Senior,2.41,98576,0.214,77485,0.3416,26472,17,0.5191,0.8569,923.28,0.0652,0.4375,0.6638,0.5631,moderate 6563,Nigeria,2018,urban,Education,Mid_Level,198.33,4226414,0.3032,2944818,0.2191,645086,9,0.5187,0.7825,181.87,0.0516,0.312,0.4057,0.4406,low 6564,Rwanda,2018,capital,Justice,Executive,12.14,313618,0.1251,274384,0.3538,97065,31,0.6248,0.8295,2407.13,0.0887,0.5341,0.5809,0.6206,moderate 6565,DRC,2023,capital,Finance,Senior,101.74,664545,0.4906,338523,0.1362,46108,2,0.5583,0.6883,206.1,0.0515,0.1919,0.1775,0.3066,critical 6566,Senegal,2023,urban,Health,Mid_Level,17.53,369025,0.2411,280046,0.2634,73776,9,0.6014,0.7828,297.73,0.0579,0.3591,0.4455,0.476,low 6567,Tanzania,2018,urban,Health,Senior,56.11,1152931,0.3449,755268,0.2427,183297,8,0.5353,0.7334,344.78,0.0484,0.3595,0.4501,0.4354,low 6568,South Africa,2021,rural,Finance,Mid_Level,60.54,2738522,0.3585,1756730,0.2364,415354,23,0.5034,0.7836,595.32,0.0783,0.4559,0.5249,0.4926,low 6569,Mozambique,2020,rural,Infrastructure,Junior,29.66,285289,0.5403,131144,0.1,13114,5,0.4636,0.6776,100.31,0.0549,0.188,0.2236,0.2952,critical 6570,South Africa,2025,capital,Infrastructure,Director,62.5,3752736,0.195,3020827,0.3893,1175865,20,0.5642,0.9035,894.38,0.0909,0.451,0.5574,0.5849,moderate 6571,Mozambique,2023,remote,Infrastructure,Director,32.13,332315,0.6,132926,0.1,13292,4,0.5361,0.5931,385.21,0.0547,0.2077,0.1746,0.2622,critical 6572,Rwanda,2021,capital,Social_Services,Junior,13.04,381316,0.1594,320530,0.3935,126122,32,0.5446,0.7873,424.35,0.0946,0.5589,0.6696,0.6295,moderate 6573,South Africa,2023,urban,Administration,Junior,61.51,3555701,0.2542,2651804,0.3418,906416,20,0.5756,0.9101,422.11,0.0681,0.5106,0.7153,0.581,moderate 6574,Ghana,2021,rural,Infrastructure,Senior,31.94,849189,0.4263,487214,0.2022,98518,13,0.5573,0.7566,280.09,0.0587,0.3224,0.4749,0.4197,low 6575,Nigeria,2025,urban,Health,Junior,235.75,5413510,0.2792,3902037,0.2588,1009855,7,0.5371,0.8052,267.74,0.0522,0.402,0.4578,0.4692,low 6576,Tanzania,2019,urban,Security,Mid_Level,57.79,994743,0.3347,661763,0.2013,133215,7,0.5354,0.6845,186.71,0.0712,0.3431,0.4102,0.4121,low 6577,DRC,2025,remote,Justice,Mid_Level,108.36,601139,0.6,240455,0.1,24045,3,0.4758,0.6948,150.22,0.0625,0.2196,0.2028,0.279,critical 6578,South Africa,2018,rural,Health,Mid_Level,59.11,2819286,0.3803,1747064,0.2634,460212,16,0.6109,0.8983,499.83,0.0816,0.4321,0.631,0.5018,moderate 6579,Uganda,2023,capital,Education,Mid_Level,47.48,403891,0.3412,266084,0.2368,63018,8,0.5323,0.7818,221.72,0.0598,0.3575,0.3653,0.4335,low 6580,South Africa,2024,urban,Finance,Junior,62.0,3668676,0.2369,2799694,0.3074,860636,15,0.6206,0.8193,544.18,0.0958,0.4552,0.6845,0.542,moderate 6581,Uganda,2022,capital,Education,Junior,46.01,339568,0.4117,199765,0.1993,39822,5,0.5803,0.8134,256.46,0.0565,0.3829,0.3358,0.4033,low 6582,Senegal,2022,capital,Social_Services,Senior,17.07,420482,0.2563,312693,0.2927,91540,9,0.555,0.8155,305.35,0.0526,0.376,0.4205,0.4836,low 6583,Ghana,2021,capital,Justice,Junior,31.94,896784,0.2492,673340,0.3164,213077,10,0.5685,0.8202,208.57,0.0658,0.3403,0.3361,0.4825,low 6584,Ghana,2025,urban,Education,Senior,34.71,741026,0.2797,533758,0.2333,124551,15,0.6271,0.7722,381.11,0.0667,0.3715,0.3885,0.4677,low 6585,Nigeria,2019,rural,Security,Junior,203.29,3984928,0.4913,2027227,0.1748,354333,12,0.4707,0.7692,232.67,0.0549,0.392,0.3887,0.3943,low 6586,Senegal,2021,urban,Justice,Junior,16.62,353930,0.2617,261314,0.2552,66681,14,0.5244,0.8151,250.58,0.0487,0.3728,0.3817,0.4811,low 6587,DRC,2025,urban,Health,Mid_Level,108.36,619524,0.5659,268933,0.1083,29119,3,0.5155,0.6518,155.62,0.0609,0.2166,0.2285,0.2854,critical 6588,Senegal,2018,remote,Education,Senior,15.34,346899,0.4622,186548,0.1297,24194,13,0.6235,0.7197,402.17,0.053,0.3668,0.4687,0.3909,low 6589,Senegal,2023,rural,Administration,Mid_Level,17.53,356896,0.345,233768,0.2022,47263,12,0.5099,0.81,313.75,0.0537,0.336,0.3379,0.4332,low 6590,Ethiopia,2025,rural,Education,Junior,129.15,1580423,0.6,632169,0.1108,70050,6,0.562,0.6766,95.05,0.0527,0.225,0.1732,0.284,critical 6591,Senegal,2022,urban,Security,Mid_Level,17.07,343708,0.2703,250801,0.2674,67070,7,0.5347,0.6873,192.42,0.0494,0.3773,0.4107,0.4487,low 6592,Senegal,2022,capital,Health,Junior,17.07,355159,0.2475,267265,0.2403,64232,9,0.4778,0.7924,196.62,0.0504,0.3511,0.401,0.4648,low 6593,Uganda,2021,remote,Infrastructure,Junior,44.58,336987,0.6,134794,0.1,13479,9,0.5383,0.7244,208.0,0.0557,0.3032,0.4094,0.3274,critical 6594,Mozambique,2020,remote,Health,Mid_Level,29.66,316594,0.6,126637,0.1,12663,7,0.5991,0.639,117.04,0.056,0.2035,0.2233,0.281,critical 6595,Kenya,2022,rural,Finance,Mid_Level,52.76,1976462,0.2521,1478153,0.2517,371986,17,0.5692,0.7735,604.89,0.0835,0.4502,0.6018,0.5136,moderate 6596,Rwanda,2020,rural,Social_Services,Mid_Level,12.73,414592,0.2218,322622,0.2104,67874,20,0.5494,0.8037,619.92,0.0702,0.4307,0.7371,0.5345,moderate 6597,Botswana,2019,capital,Security,Junior,2.41,105257,0.1562,88812,0.4591,40774,17,0.4925,0.8972,449.97,0.082,0.418,0.7772,0.6223,moderate 6598,South Africa,2023,rural,Justice,Junior,61.51,3163762,0.3335,2108741,0.2742,578228,15,0.5245,0.8978,370.64,0.0943,0.4978,0.5517,0.5123,moderate 6599,South Africa,2019,capital,Education,Mid_Level,59.58,3450319,0.1972,2769767,0.327,905755,14,0.4935,0.7993,472.93,0.0878,0.4201,0.5935,0.5387,moderate 6600,Botswana,2018,remote,Security,Junior,2.38,94224,0.2877,67119,0.2159,14490,29,0.5727,0.903,599.28,0.0857,0.492,0.7614,0.5654,moderate 6601,Mozambique,2023,rural,Agriculture,Senior,32.13,285794,0.6,114317,0.1113,12728,5,0.4521,0.6863,220.52,0.0619,0.2256,0.2211,0.288,critical 6602,Rwanda,2020,capital,Administration,Junior,12.73,374401,0.1656,312396,0.3338,104279,23,0.5083,0.778,547.97,0.0942,0.4344,0.7565,0.5853,moderate 6603,Nigeria,2018,remote,Administration,Junior,198.33,3783780,0.4984,1897978,0.1443,273830,8,0.5397,0.7386,253.85,0.0642,0.3352,0.4634,0.3721,low 6604,DRC,2019,remote,Agriculture,Director,89.7,592843,0.6,237137,0.1,23713,3,0.5742,0.6043,215.16,0.0681,0.2301,0.2334,0.2695,critical 6605,Mozambique,2023,remote,Health,Mid_Level,32.13,361356,0.6,144542,0.1,14454,6,0.5027,0.6102,89.7,0.0503,0.1884,0.205,0.2709,critical 6606,Tanzania,2018,capital,Education,Mid_Level,56.11,1116950,0.2543,832923,0.2247,187162,9,0.5515,0.7288,271.88,0.0576,0.318,0.4555,0.4518,low 6607,Mozambique,2019,rural,Agriculture,Senior,28.88,246232,0.5107,120483,0.1,12048,7,0.4649,0.6586,216.79,0.0484,0.1808,0.1917,0.3009,critical 6608,Uganda,2018,capital,Education,Mid_Level,40.56,308259,0.428,176316,0.2067,36442,7,0.5083,0.6906,237.92,0.0588,0.3974,0.463,0.4018,low 6609,Mozambique,2018,urban,Agriculture,Mid_Level,28.12,276788,0.4686,147073,0.1477,21722,6,0.485,0.5862,97.96,0.0564,0.2067,0.1672,0.3101,critical 6610,Senegal,2023,capital,Education,Junior,17.53,395735,0.2362,302257,0.2534,76595,13,0.528,0.796,198.92,0.0566,0.3587,0.4006,0.4821,low 6611,Nigeria,2020,capital,Infrastructure,Junior,208.37,4036960,0.2485,3033853,0.2469,749129,12,0.5456,0.7631,250.3,0.0532,0.3089,0.3734,0.4623,low 6612,Ghana,2022,rural,Security,Mid_Level,32.62,780014,0.3254,526202,0.2103,110660,15,0.5822,0.69,294.26,0.0622,0.3662,0.4307,0.4419,low 6613,Kenya,2021,urban,Education,Mid_Level,51.68,1805614,0.1898,1462998,0.2831,414158,18,0.5632,0.7996,583.77,0.0813,0.5094,0.6663,0.5558,moderate 6614,Mozambique,2023,capital,Education,Senior,32.13,350077,0.315,239800,0.1618,38793,5,0.5722,0.6353,158.29,0.055,0.2216,0.2145,0.3631,low 6615,Uganda,2022,remote,Education,Mid_Level,46.01,361538,0.6,144615,0.1,14461,9,0.5959,0.8184,285.63,0.0649,0.3031,0.3907,0.3396,critical 6616,Rwanda,2018,remote,Agriculture,Junior,12.14,375058,0.2857,267886,0.2018,54070,27,0.6642,0.8969,566.51,0.0675,0.4657,0.7159,0.5492,moderate 6617,Mozambique,2025,capital,Health,Senior,33.89,312079,0.388,190978,0.1735,33132,6,0.4709,0.7055,149.29,0.0678,0.1792,0.1788,0.353,low 6618,South Africa,2018,urban,Agriculture,Mid_Level,59.11,2938228,0.3026,2049232,0.2959,606448,17,0.4928,0.8274,633.83,0.0737,0.4614,0.5962,0.5207,moderate 6619,Nigeria,2024,rural,Finance,Junior,230.0,4852713,0.5368,2247691,0.1655,371956,8,0.5156,0.7019,274.21,0.0485,0.3438,0.3247,0.3493,critical 6620,Kenya,2018,urban,Justice,Mid_Level,48.55,1902925,0.1967,1528617,0.2768,423113,13,0.5099,0.8504,433.49,0.0883,0.5135,0.6313,0.5446,moderate 6621,Ethiopia,2023,rural,Health,Mid_Level,122.93,1546411,0.6,618564,0.1001,61927,5,0.4826,0.7113,117.49,0.0668,0.2145,0.2257,0.2882,critical 6622,Tanzania,2021,rural,Infrastructure,Director,61.31,980744,0.3721,615788,0.1592,98033,6,0.5775,0.8057,515.4,0.0706,0.362,0.4149,0.4103,low 6623,Rwanda,2020,urban,Education,Junior,12.73,408978,0.1917,330591,0.2836,93743,26,0.5597,0.8287,434.62,0.0662,0.5615,0.6692,0.5854,moderate 6624,Mozambique,2022,rural,Health,Junior,31.29,352723,0.5877,145427,0.1,14542,4,0.4769,0.6896,130.09,0.0559,0.2351,0.1616,0.2812,critical 6625,Botswana,2024,urban,Administration,Senior,2.6,110651,0.1538,93630,0.4108,38466,26,0.5424,0.8556,693.94,0.0873,0.5444,0.6824,0.6303,moderate 6626,Kenya,2025,capital,Education,Junior,56.15,1820608,0.17,1511020,0.2984,450917,17,0.5375,0.8652,477.91,0.0641,0.4942,0.6634,0.5701,moderate 6627,Ghana,2024,urban,Justice,Senior,34.0,898720,0.228,693792,0.263,182499,11,0.5032,0.7259,420.2,0.0571,0.3186,0.4477,0.4718,low 6628,Ethiopia,2021,urban,Health,Senior,117.0,1229047,0.4861,631649,0.166,104852,3,0.4817,0.7136,174.18,0.0619,0.2329,0.232,0.331,critical 6629,Nigeria,2020,rural,Education,Senior,208.37,4536622,0.4645,2429539,0.1755,426482,10,0.4768,0.7408,289.54,0.0493,0.3492,0.3623,0.385,low 6630,South Africa,2020,urban,Finance,Mid_Level,60.06,3348211,0.2739,2431229,0.3662,890379,19,0.6119,0.8105,579.06,0.0894,0.5483,0.7653,0.5735,moderate 6631,Mozambique,2022,rural,Education,Senior,31.29,291225,0.6,116490,0.1027,11958,5,0.4824,0.6059,205.21,0.0677,0.19,0.2326,0.2713,critical 6632,Ghana,2019,capital,Administration,Director,30.64,688926,0.2091,544869,0.2757,150238,9,0.523,0.7828,469.05,0.0552,0.335,0.4707,0.4871,low 6633,Kenya,2023,urban,Education,Senior,53.87,1763754,0.2126,1388766,0.3257,452298,20,0.6005,0.8333,591.92,0.0704,0.5028,0.6462,0.5682,moderate 6634,Ethiopia,2021,rural,Social_Services,Junior,117.0,1251271,0.5043,620220,0.1059,65708,3,0.478,0.5948,108.81,0.0576,0.2368,0.2057,0.2914,critical 6635,Kenya,2024,urban,Finance,Senior,55.0,2082513,0.1642,1740516,0.2821,491078,22,0.6356,0.8352,791.19,0.0887,0.4741,0.5316,0.5603,moderate 6636,Ghana,2022,capital,Education,Mid_Level,32.62,888006,0.2136,698356,0.2669,186369,11,0.4847,0.7125,220.08,0.0667,0.3671,0.3779,0.4722,low 6637,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,385236,0.4934,195173,0.1334,26026,6,0.5172,0.6247,118.63,0.0501,0.1819,0.1655,0.3034,critical 6638,Ghana,2019,urban,Security,Senior,30.64,830702,0.2513,621984,0.2326,144664,9,0.5839,0.8058,472.15,0.0712,0.3866,0.3768,0.465,low 6639,Ghana,2021,rural,Administration,Junior,31.94,829382,0.3138,569159,0.1667,94882,11,0.6127,0.7734,309.2,0.0566,0.3025,0.3774,0.4247,low 6640,Mozambique,2021,rural,ICT,Junior,30.47,328141,0.6,131256,0.1,13125,7,0.6,0.6861,112.61,0.062,0.2255,0.2246,0.2904,critical 6641,Kenya,2023,remote,Social_Services,Junior,53.87,2167906,0.3651,1376443,0.1888,259904,17,0.6351,0.9324,596.73,0.0895,0.4483,0.5552,0.4886,low 6642,Ethiopia,2024,rural,Security,Junior,126.0,1314657,0.6,525862,0.1131,59467,5,0.4559,0.6373,114.28,0.0591,0.1806,0.2068,0.2751,critical 6643,Botswana,2019,remote,Security,Senior,2.41,108339,0.2987,75974,0.187,14205,21,0.6577,0.9223,947.73,0.0885,0.4428,0.7066,0.5278,moderate 6644,Ghana,2020,urban,Finance,Junior,31.29,713737,0.2272,551581,0.2647,146027,13,0.6153,0.6776,181.8,0.0658,0.3805,0.3255,0.4641,low 6645,Rwanda,2024,urban,Education,Mid_Level,14.0,395686,0.1581,333116,0.3222,107325,21,0.5539,0.9165,472.38,0.0729,0.4909,0.5548,0.5856,moderate 6646,Botswana,2022,rural,Infrastructure,Junior,2.52,127306,0.2773,92004,0.3066,28206,26,0.6693,0.9206,426.25,0.0955,0.4538,0.7738,0.5832,moderate 6647,Botswana,2024,rural,Education,Junior,2.6,104884,0.2314,80616,0.3027,24398,21,0.6641,0.8656,354.89,0.0748,0.4667,0.6307,0.5599,moderate 6648,Rwanda,2023,capital,Finance,Executive,13.67,393234,0.1443,336500,0.3542,119195,20,0.5792,0.8026,1529.25,0.0899,0.5215,0.5903,0.5841,moderate 6649,Tanzania,2019,remote,Administration,Junior,57.79,1085525,0.4529,593900,0.1132,67244,9,0.4989,0.688,283.0,0.0526,0.329,0.4729,0.371,low 6650,Tanzania,2022,capital,Education,Junior,63.15,1262853,0.2957,889392,0.2386,212207,6,0.5615,0.8023,254.14,0.0531,0.3704,0.3723,0.4453,low 6651,Tanzania,2025,rural,Finance,Junior,69.01,1409070,0.468,749622,0.1561,117034,6,0.559,0.7171,287.4,0.0487,0.3623,0.4703,0.3779,low 6652,DRC,2022,remote,Security,Mid_Level,98.59,652956,0.6,261182,0.1,26118,5,0.4519,0.6126,103.24,0.071,0.2359,0.2248,0.2755,critical 6653,Mozambique,2024,urban,Health,Mid_Level,33.0,332182,0.4154,194198,0.1329,25810,4,0.5014,0.7051,98.2,0.0624,0.2178,0.1906,0.336,critical 6654,Botswana,2020,capital,Finance,Mid_Level,2.45,94906,0.1965,76257,0.3429,26149,16,0.5925,0.899,487.25,0.0743,0.5216,0.7463,0.5882,moderate 6655,DRC,2020,rural,Administration,Mid_Level,92.57,485729,0.6,194291,0.1,19429,3,0.4709,0.5959,89.56,0.0603,0.2248,0.1932,0.2637,critical 6656,Kenya,2021,capital,Education,Junior,51.68,1753051,0.1472,1495049,0.3417,510856,18,0.631,0.7933,532.39,0.091,0.5512,0.5656,0.5743,moderate 6657,Senegal,2023,capital,Education,Mid_Level,17.53,424808,0.2041,338087,0.2927,98960,12,0.525,0.717,284.29,0.0682,0.307,0.3954,0.4799,low 6658,Rwanda,2020,capital,Education,Senior,12.73,402855,0.1709,333990,0.335,111878,31,0.5468,0.9135,547.57,0.0697,0.5346,0.7632,0.6353,moderate 6659,Rwanda,2022,rural,Health,Senior,13.35,374639,0.254,279483,0.23,64293,29,0.6524,0.7678,621.94,0.0822,0.4493,0.7254,0.5492,moderate 6660,DRC,2024,capital,Agriculture,Executive,105.0,636071,0.5465,288438,0.1113,32099,4,0.4706,0.6217,478.74,0.0705,0.2214,0.2339,0.29,critical 6661,Tanzania,2023,rural,Social_Services,Junior,65.05,1273047,0.4504,699727,0.1681,117638,9,0.4859,0.8187,217.64,0.058,0.3048,0.3235,0.3876,low 6662,DRC,2019,rural,Education,Senior,89.7,460716,0.6,184286,0.1,18428,3,0.4718,0.6974,218.41,0.0559,0.1833,0.2146,0.2769,critical 6663,Ghana,2023,remote,Administration,Junior,33.3,928603,0.4556,505513,0.1653,83557,13,0.5461,0.7617,210.26,0.0617,0.3259,0.3907,0.3958,low 6664,Ethiopia,2020,urban,Social_Services,Mid_Level,114.15,1184501,0.5099,580581,0.1615,93741,3,0.4831,0.618,117.14,0.0572,0.2307,0.1913,0.3053,critical 6665,Ghana,2018,urban,Health,Junior,30.01,829443,0.2736,602547,0.2581,155492,15,0.553,0.7848,205.37,0.0568,0.3507,0.402,0.4766,low 6666,Senegal,2024,rural,Administration,Director,18.0,388089,0.3477,253134,0.1945,49233,10,0.5049,0.8068,660.08,0.0525,0.3582,0.3556,0.4291,low 6667,South Africa,2021,rural,Social_Services,Junior,60.54,2822607,0.3796,1751047,0.2644,463056,21,0.5505,0.7725,528.77,0.0889,0.4611,0.6979,0.5055,moderate 6668,Senegal,2019,rural,Social_Services,Junior,15.76,308704,0.3221,209261,0.1837,38449,8,0.4833,0.6847,301.96,0.0571,0.356,0.4306,0.4168,low 6669,Nigeria,2020,rural,Health,Executive,208.37,4127756,0.449,2274482,0.1708,388516,8,0.5248,0.681,1201.0,0.0706,0.3368,0.4551,0.3818,low 6670,Ethiopia,2023,urban,Education,Mid_Level,122.93,1371092,0.5072,675612,0.143,96596,6,0.5822,0.6489,125.98,0.0566,0.2337,0.2311,0.3178,critical 6671,Mozambique,2022,capital,Infrastructure,Mid_Level,31.29,353563,0.4506,194231,0.1639,31834,4,0.5019,0.7063,111.1,0.0625,0.2309,0.1762,0.335,critical 6672,Rwanda,2019,remote,Social_Services,Junior,12.43,419737,0.2768,303561,0.1615,49031,22,0.6434,0.8581,357.84,0.0803,0.4185,0.563,0.503,moderate 6673,Senegal,2023,rural,Infrastructure,Mid_Level,17.53,375479,0.26,277851,0.1877,52161,12,0.5581,0.7661,202.9,0.0541,0.3543,0.3661,0.4489,low 6674,South Africa,2019,rural,Agriculture,Junior,59.58,3478624,0.3465,2273119,0.271,616021,20,0.5756,0.8859,492.03,0.0845,0.4999,0.7062,0.5346,moderate 6675,Uganda,2024,rural,Administration,Director,49.0,345965,0.5638,150902,0.1435,21648,5,0.5019,0.7148,595.0,0.0665,0.3279,0.4679,0.3442,critical 6676,Botswana,2025,urban,ICT,Junior,2.64,113445,0.17,94163,0.3299,31067,26,0.6059,0.9219,468.85,0.0947,0.5103,0.6156,0.6059,moderate 6677,Senegal,2023,remote,Health,Junior,17.53,333841,0.4251,191911,0.1148,22022,11,0.4945,0.7045,286.25,0.0521,0.3035,0.382,0.3741,low 6678,DRC,2021,urban,Infrastructure,Junior,95.53,537944,0.5412,246796,0.1,24679,2,0.5649,0.6714,108.75,0.0564,0.201,0.2292,0.2884,critical 6679,Ethiopia,2025,urban,Security,Junior,129.15,1659987,0.5577,734199,0.1326,97354,3,0.5575,0.6438,123.97,0.0574,0.1819,0.1922,0.2852,critical 6680,Ghana,2019,urban,Health,Senior,30.64,708708,0.2791,510894,0.3087,157736,16,0.5902,0.7213,376.02,0.0602,0.3895,0.4349,0.488,low 6681,Rwanda,2025,capital,ICT,Mid_Level,14.34,485627,0.1608,407550,0.3744,152592,18,0.511,0.8006,497.22,0.0888,0.4511,0.7749,0.5911,moderate 6682,Senegal,2023,rural,Administration,Mid_Level,17.53,344546,0.3146,236139,0.1808,42699,14,0.4846,0.7243,286.84,0.0649,0.3852,0.4732,0.446,low 6683,Ethiopia,2022,remote,ICT,Junior,119.93,1477053,0.6,590821,0.1,59082,4,0.5715,0.6431,110.31,0.0652,0.1994,0.2312,0.2745,critical 6684,Kenya,2025,capital,Education,Mid_Level,56.15,1988926,0.1499,1690795,0.3269,552789,12,0.5084,0.7949,597.84,0.0914,0.5379,0.5269,0.55,moderate 6685,Senegal,2023,rural,Security,Junior,17.53,351629,0.2863,250962,0.161,40409,11,0.517,0.7437,282.88,0.0611,0.3453,0.4654,0.4388,low 6686,Rwanda,2023,rural,Health,Mid_Level,13.67,412075,0.2543,307283,0.2522,77491,30,0.6494,0.8205,548.41,0.095,0.4639,0.5644,0.5504,moderate 6687,Senegal,2020,rural,Health,Director,16.18,378899,0.338,250836,0.1618,40585,11,0.465,0.7602,549.66,0.0609,0.3355,0.3907,0.4201,low 6688,Rwanda,2022,remote,ICT,Mid_Level,13.35,357366,0.2209,278410,0.2025,56375,26,0.6217,0.7721,632.18,0.0691,0.4959,0.5985,0.5356,moderate 6689,Kenya,2021,urban,Education,Junior,51.68,1582060,0.1638,1322983,0.2992,395823,13,0.5264,0.8059,499.29,0.0842,0.4737,0.6392,0.5485,moderate 6690,DRC,2025,urban,Finance,Mid_Level,108.36,558513,0.5381,257979,0.1,25797,3,0.5549,0.6119,119.36,0.0646,0.2401,0.2113,0.2849,critical 6691,Mozambique,2025,urban,Health,Mid_Level,33.89,346066,0.4011,207242,0.1477,30611,6,0.538,0.7016,95.95,0.0558,0.2264,0.1997,0.3495,critical 6692,Tanzania,2025,capital,Finance,Senior,69.01,1289510,0.2266,997303,0.2493,248579,9,0.612,0.7701,334.47,0.061,0.3115,0.4396,0.4688,low 6693,Uganda,2024,rural,Agriculture,Junior,49.0,354398,0.6,141759,0.1357,19235,8,0.5946,0.6887,308.49,0.0521,0.3785,0.363,0.3314,critical 6694,Mozambique,2024,rural,Finance,Mid_Level,33.0,364818,0.5297,171584,0.1153,19778,7,0.51,0.5885,96.64,0.0614,0.2308,0.2355,0.2988,critical 6695,Nigeria,2021,capital,Security,Junior,213.58,4392177,0.2882,3126541,0.2619,818970,8,0.4772,0.7006,312.69,0.0688,0.387,0.418,0.449,low 6696,Kenya,2021,capital,Security,Junior,51.68,1860700,0.1698,1544824,0.287,443393,18,0.6559,0.8455,395.59,0.0879,0.4907,0.7049,0.5707,moderate 6697,Rwanda,2025,capital,Education,Mid_Level,14.34,376791,0.121,331186,0.3537,117143,23,0.5742,0.8744,629.05,0.094,0.4757,0.6888,0.6133,moderate 6698,Uganda,2021,rural,Infrastructure,Junior,44.58,361666,0.6,144666,0.1304,18865,8,0.4979,0.7839,246.18,0.0651,0.385,0.323,0.341,critical 6699,Mozambique,2023,capital,Administration,Mid_Level,32.13,301230,0.4108,177473,0.1595,28301,5,0.5825,0.7103,117.01,0.0651,0.1789,0.1845,0.3425,critical 6700,Tanzania,2024,capital,Health,Mid_Level,67.0,1160631,0.3049,806716,0.268,216182,8,0.6074,0.7792,241.78,0.0611,0.3922,0.3358,0.4505,low 6701,Kenya,2020,urban,Finance,Mid_Level,50.61,1608782,0.2091,1272464,0.3485,443430,17,0.5538,0.785,570.65,0.0862,0.5121,0.7691,0.5732,moderate 6702,Uganda,2021,rural,Administration,Mid_Level,44.58,372061,0.5742,158411,0.1305,20674,5,0.4484,0.7745,247.71,0.0693,0.3003,0.4214,0.3399,critical 6703,Uganda,2019,urban,Social_Services,Junior,41.86,336060,0.4494,185045,0.1647,30474,5,0.5624,0.7354,301.99,0.0675,0.3766,0.4752,0.3868,low 6704,South Africa,2022,capital,Education,Senior,61.02,3390396,0.2371,2586422,0.3278,847869,22,0.6185,0.8988,866.44,0.0774,0.4338,0.586,0.5645,moderate 6705,South Africa,2020,remote,Education,Junior,60.06,3625257,0.4687,1925921,0.1806,347875,14,0.4733,0.8428,609.19,0.0848,0.4228,0.5612,0.4378,low 6706,Uganda,2023,urban,Security,Director,47.48,406420,0.4303,231549,0.2124,49178,7,0.5513,0.7972,761.16,0.0569,0.3328,0.3543,0.4013,low 6707,Kenya,2024,urban,Agriculture,Junior,55.0,1840456,0.1684,1530556,0.2911,445494,22,0.6074,0.8804,534.17,0.085,0.5502,0.7609,0.5988,moderate 6708,Ghana,2018,urban,Health,Director,30.01,816769,0.3163,558411,0.2322,129648,13,0.4772,0.7009,744.8,0.063,0.3536,0.3244,0.4344,low 6709,DRC,2020,urban,Finance,Junior,92.57,512912,0.577,216972,0.12,26026,3,0.4894,0.6916,104.14,0.0496,0.1987,0.1722,0.2841,critical 6710,DRC,2020,urban,Education,Junior,92.57,577093,0.5549,256891,0.1004,25785,3,0.5048,0.5885,153.43,0.0537,0.219,0.1691,0.271,critical 6711,Botswana,2021,capital,Health,Junior,2.49,116162,0.1359,100370,0.3824,38379,18,0.6013,0.7718,536.98,0.0828,0.433,0.7014,0.5858,moderate 6712,Kenya,2019,capital,Health,Executive,49.57,1620967,0.2054,1288063,0.3386,436097,21,0.6367,0.8094,1982.88,0.0712,0.4696,0.7722,0.5814,moderate 6713,South Africa,2021,capital,Infrastructure,Mid_Level,60.54,3045788,0.2245,2361911,0.4138,977249,17,0.6308,0.8959,577.61,0.0921,0.5069,0.6345,0.5883,moderate 6714,Ghana,2024,rural,Education,Junior,34.0,814378,0.3966,491427,0.1792,88046,13,0.5396,0.6992,271.45,0.0715,0.3008,0.4217,0.4053,low 6715,Nigeria,2019,capital,Education,Junior,203.29,3788540,0.3146,2596729,0.2815,730972,7,0.4867,0.6782,249.5,0.0567,0.3932,0.3402,0.4343,low 6716,Botswana,2021,rural,Security,Mid_Level,2.49,118090,0.286,84319,0.2659,22423,22,0.5206,0.9298,624.65,0.0854,0.4928,0.6696,0.5557,moderate 6717,Mozambique,2019,rural,Security,Mid_Level,28.88,246105,0.4782,128425,0.1,12842,6,0.5124,0.6905,153.4,0.0604,0.1984,0.2063,0.3145,critical 6718,DRC,2020,urban,Health,Junior,92.57,634349,0.5934,257899,0.1306,33680,3,0.4692,0.5943,124.2,0.0675,0.24,0.1766,0.2726,critical 6719,Kenya,2018,urban,Education,Mid_Level,48.55,1739651,0.2089,1376225,0.3507,482583,20,0.5792,0.7979,601.44,0.0658,0.4704,0.6055,0.5627,moderate 6720,Rwanda,2018,urban,Education,Mid_Level,12.14,341572,0.1895,276828,0.346,95784,19,0.6242,0.923,364.43,0.077,0.5479,0.5614,0.586,moderate 6721,DRC,2024,capital,Education,Mid_Level,105.0,540519,0.5345,251624,0.1326,33355,5,0.4429,0.6103,114.08,0.0652,0.2092,0.1688,0.2914,critical 6722,DRC,2018,urban,Health,Junior,86.92,489449,0.5578,216417,0.1254,27128,3,0.5014,0.679,145.9,0.053,0.2314,0.1948,0.2939,critical 6723,Mozambique,2023,rural,Justice,Mid_Level,32.13,323040,0.6,129216,0.113,14602,5,0.4607,0.6041,102.65,0.0637,0.1903,0.205,0.2709,critical 6724,Kenya,2023,capital,Education,Junior,53.87,1667421,0.171,1382372,0.3133,433085,14,0.5271,0.7835,568.26,0.083,0.455,0.5553,0.5391,moderate 6725,Kenya,2018,rural,Education,Junior,48.55,1745264,0.2545,1301146,0.1929,250967,17,0.6428,0.7868,462.84,0.0741,0.4519,0.6841,0.5087,moderate 6726,Senegal,2020,urban,Health,Junior,16.18,408475,0.2787,294616,0.2165,63795,11,0.5412,0.7768,316.06,0.0502,0.3557,0.3311,0.4471,low 6727,Ghana,2020,urban,Health,Junior,31.29,799160,0.2404,607077,0.2873,174394,13,0.5516,0.7589,223.48,0.0612,0.3312,0.4651,0.4877,low 6728,Nigeria,2018,capital,Education,Senior,198.33,3909672,0.3066,2710885,0.2365,641213,8,0.5557,0.7779,379.09,0.0649,0.3787,0.3363,0.4407,low 6729,Senegal,2019,rural,Administration,Senior,15.76,355232,0.3167,242726,0.1541,37394,13,0.5925,0.7176,376.3,0.0537,0.3936,0.3918,0.428,low 6730,Ghana,2024,rural,Infrastructure,Director,34.0,757743,0.2973,532486,0.2056,109473,15,0.4984,0.7114,587.41,0.0704,0.387,0.4755,0.4575,low 6731,South Africa,2024,urban,Health,Mid_Level,62.0,3675051,0.251,2752491,0.3353,922918,23,0.5741,0.8897,412.39,0.0843,0.5003,0.634,0.5755,moderate 6732,DRC,2020,rural,Administration,Junior,92.57,481442,0.6,192576,0.1,19257,2,0.4537,0.6821,88.94,0.0599,0.1872,0.2045,0.2715,critical 6733,Ghana,2021,urban,Agriculture,Junior,31.94,880198,0.3161,601978,0.271,163143,9,0.5074,0.7982,206.21,0.0511,0.3986,0.4082,0.4616,low 6734,Tanzania,2021,remote,Infrastructure,Mid_Level,61.31,1037516,0.5298,487856,0.1252,61055,7,0.5725,0.7413,237.87,0.0697,0.3139,0.3984,0.3488,critical 6735,Rwanda,2021,urban,Education,Junior,13.04,338488,0.1821,276858,0.2841,78646,26,0.5188,0.8655,418.64,0.0853,0.5293,0.7745,0.6007,moderate 6736,Senegal,2023,remote,Administration,Junior,17.53,373986,0.3908,227831,0.1282,29204,12,0.5288,0.8132,258.79,0.0553,0.3861,0.4294,0.4179,low 6737,DRC,2020,remote,Finance,Junior,92.57,607874,0.6,243149,0.1,24314,3,0.5724,0.5903,123.6,0.0494,0.2309,0.1727,0.2614,critical 6738,Botswana,2022,remote,Security,Junior,2.52,109013,0.3718,68476,0.2069,14167,29,0.535,0.9028,405.74,0.0749,0.5119,0.7297,0.5409,moderate 6739,Ghana,2022,capital,Health,Senior,32.62,760144,0.2564,565222,0.3183,179923,14,0.4895,0.7913,463.4,0.0671,0.3511,0.3519,0.4895,low 6740,Rwanda,2023,rural,Education,Mid_Level,13.67,456318,0.2058,362425,0.2375,86065,28,0.6564,0.8746,508.43,0.0865,0.5409,0.7533,0.5885,moderate 6741,Botswana,2021,rural,Finance,Senior,2.49,122993,0.2775,88860,0.2679,23809,23,0.6454,0.7732,780.43,0.0717,0.5051,0.6439,0.536,moderate 6742,DRC,2023,capital,Administration,Mid_Level,101.74,572808,0.537,265217,0.1329,35246,3,0.478,0.6266,87.68,0.0572,0.2108,0.2274,0.2943,critical 6743,Mozambique,2023,urban,ICT,Junior,32.13,332682,0.4024,198826,0.1229,24432,7,0.5421,0.6532,105.63,0.0667,0.2322,0.2269,0.3415,critical 6744,Kenya,2018,capital,Health,Junior,48.55,1501934,0.1567,1266520,0.3568,451886,19,0.5384,0.9051,550.39,0.0778,0.4197,0.6905,0.5943,moderate 6745,Kenya,2024,capital,Health,Junior,55.0,2041811,0.2133,1606292,0.3251,522266,20,0.6254,0.9158,549.02,0.0943,0.5513,0.5288,0.5733,moderate 6746,Mozambique,2022,urban,Social_Services,Junior,31.29,351693,0.5025,174974,0.133,23263,6,0.4497,0.6314,131.38,0.0531,0.1885,0.2363,0.3098,critical 6747,Senegal,2022,rural,Social_Services,Mid_Level,17.07,391925,0.299,274731,0.1726,47422,9,0.5519,0.7643,199.83,0.0663,0.3178,0.4296,0.4303,low 6748,Ethiopia,2018,remote,Health,Junior,108.65,1141953,0.6,456781,0.1,45678,3,0.5505,0.601,151.52,0.0584,0.2127,0.2213,0.2661,critical 6749,Rwanda,2024,rural,Education,Mid_Level,14.0,367973,0.2271,284405,0.2251,64007,17,0.6177,0.9145,388.13,0.0693,0.4354,0.7799,0.5507,moderate 6750,Mozambique,2018,rural,Health,Mid_Level,28.12,320870,0.5005,160260,0.1065,17074,6,0.4968,0.6999,134.19,0.0531,0.1875,0.2274,0.313,critical 6751,Tanzania,2018,remote,Health,Senior,56.11,935729,0.5559,415576,0.1352,56192,7,0.5828,0.7931,439.69,0.0559,0.3843,0.4713,0.3669,low 6752,South Africa,2018,rural,Health,Junior,59.11,3021090,0.4086,1786523,0.2691,480669,25,0.5802,0.888,550.76,0.0642,0.4302,0.5234,0.5062,moderate 6753,Mozambique,2021,rural,Health,Junior,30.47,330741,0.4889,169028,0.1064,17988,5,0.4545,0.6806,145.01,0.0608,0.2128,0.1644,0.3067,critical 6754,Ethiopia,2025,remote,ICT,Mid_Level,129.15,1606549,0.6,642619,0.1,64261,6,0.4511,0.6855,110.69,0.0675,0.1823,0.2018,0.2812,critical 6755,Ethiopia,2025,rural,Health,Director,129.15,1448495,0.6,579398,0.1029,59622,4,0.4584,0.6995,329.48,0.0506,0.2317,0.2394,0.2878,critical 6756,Uganda,2025,capital,Social_Services,Director,50.57,464564,0.4238,267681,0.2337,62556,9,0.4902,0.8184,726.01,0.0553,0.3454,0.371,0.4194,low 6757,Uganda,2023,capital,Education,Mid_Level,47.48,412816,0.3598,264300,0.2171,57368,8,0.5278,0.7683,194.34,0.0709,0.32,0.3921,0.4208,low 6758,South Africa,2025,urban,Education,Senior,62.5,2930420,0.2892,2082804,0.3086,642687,14,0.5074,0.8206,707.26,0.0896,0.5448,0.612,0.5286,moderate 6759,Tanzania,2019,urban,Justice,Director,57.79,977632,0.2415,741533,0.2401,178031,8,0.5548,0.6963,607.93,0.0583,0.361,0.4188,0.4521,low 6760,Mozambique,2021,remote,ICT,Junior,30.47,299798,0.6,119919,0.1,11991,4,0.5317,0.6211,84.81,0.0643,0.233,0.1627,0.2677,critical 6761,South Africa,2024,urban,Education,Mid_Level,62.0,3295883,0.2714,2401387,0.3485,836805,19,0.4937,0.8252,446.72,0.0704,0.4586,0.7719,0.5636,moderate 6762,Botswana,2019,capital,Social_Services,Mid_Level,2.41,122291,0.1369,105551,0.4089,43156,19,0.5514,0.8911,572.87,0.0792,0.4216,0.763,0.6176,moderate 6763,Ethiopia,2018,rural,Education,Mid_Level,108.65,1138895,0.5097,558389,0.1236,69023,4,0.4781,0.5874,142.33,0.0615,0.2295,0.1954,0.2941,critical 6764,Tanzania,2023,urban,Justice,Junior,65.05,1036038,0.2654,761079,0.2193,166886,7,0.4752,0.808,223.33,0.0488,0.3579,0.4389,0.4569,low 6765,Kenya,2019,urban,Health,Junior,49.57,1609251,0.2264,1244847,0.2785,346740,13,0.5305,0.9321,511.87,0.0809,0.5332,0.6423,0.5529,moderate 6766,Botswana,2023,capital,Education,Junior,2.56,109473,0.1366,94515,0.4025,38043,19,0.5669,0.9118,385.22,0.0801,0.471,0.5996,0.6078,moderate 6767,DRC,2021,capital,Agriculture,Junior,95.53,640351,0.3941,387986,0.1336,51822,2,0.5028,0.6305,99.64,0.0716,0.2115,0.2331,0.3289,critical 6768,Kenya,2022,remote,ICT,Junior,52.76,1721426,0.3927,1045418,0.1591,166313,17,0.5202,0.9069,451.91,0.0828,0.4883,0.6873,0.4877,low 6769,Rwanda,2023,capital,Education,Junior,13.67,446322,0.139,384272,0.3662,140721,23,0.5035,0.8569,458.0,0.0907,0.5388,0.6897,0.6157,moderate 6770,Botswana,2018,rural,Finance,Director,2.38,107533,0.2281,83000,0.277,22989,23,0.5676,0.8831,1249.9,0.0785,0.5587,0.6587,0.5739,moderate 6771,Tanzania,2021,rural,Justice,Junior,61.31,1106744,0.3681,699324,0.1635,114363,8,0.554,0.7482,247.7,0.071,0.393,0.4775,0.4181,low 6772,Senegal,2023,rural,Education,Junior,17.53,355394,0.3037,247463,0.1567,38780,10,0.5262,0.7665,306.39,0.0696,0.3651,0.4651,0.4363,low 6773,Ethiopia,2019,rural,Administration,Director,111.37,1534925,0.6,613970,0.1,61397,5,0.4605,0.6904,239.42,0.0656,0.2322,0.171,0.2814,critical 6774,Nigeria,2018,rural,Agriculture,Junior,198.33,3830809,0.3763,2389380,0.1809,432282,12,0.4939,0.7581,289.52,0.0556,0.3966,0.3677,0.4213,low 6775,Senegal,2025,capital,Health,Mid_Level,18.49,348508,0.2413,264411,0.2871,75920,7,0.4629,0.7436,320.76,0.0678,0.3352,0.3702,0.461,low 6776,Senegal,2023,urban,Security,Junior,17.53,423163,0.2124,333283,0.2363,78756,12,0.5017,0.8246,226.57,0.0615,0.3878,0.4758,0.496,low 6777,Uganda,2025,remote,Security,Junior,50.57,373206,0.6,149282,0.1098,16396,8,0.4722,0.714,268.86,0.0593,0.3642,0.3599,0.327,critical 6778,Botswana,2022,capital,Health,Junior,2.52,96954,0.1615,81297,0.3809,30965,22,0.5164,0.8416,400.48,0.078,0.4458,0.6922,0.5999,moderate 6779,Botswana,2019,capital,ICT,Mid_Level,2.41,117577,0.1378,101373,0.4224,42823,22,0.6621,0.8833,411.75,0.0692,0.4498,0.678,0.6214,moderate 6780,Kenya,2021,remote,Justice,Junior,51.68,2053097,0.3722,1288837,0.1442,185852,21,0.6114,0.8276,366.76,0.0897,0.4478,0.6426,0.4787,low 6781,Mozambique,2025,rural,Infrastructure,Junior,33.89,355200,0.5992,142361,0.1,14236,7,0.4677,0.6125,94.36,0.0626,0.1808,0.2366,0.2763,critical 6782,Botswana,2022,remote,Health,Junior,2.52,122215,0.3584,78418,0.1876,14713,25,0.662,0.8162,454.87,0.0771,0.5283,0.6125,0.5063,moderate 6783,Ethiopia,2018,rural,Health,Mid_Level,108.65,1225003,0.6,490001,0.1014,49668,5,0.5868,0.6816,105.64,0.0611,0.2313,0.2231,0.2855,critical 6784,Tanzania,2018,capital,Health,Mid_Level,56.11,913139,0.2852,652698,0.2633,171830,6,0.5623,0.6806,186.65,0.0584,0.4025,0.3675,0.4386,low 6785,Botswana,2022,remote,Security,Junior,2.52,107685,0.2875,76724,0.1763,13529,17,0.6073,0.8596,388.77,0.0769,0.4509,0.6291,0.5016,moderate 6786,Senegal,2022,capital,Security,Junior,17.07,320327,0.246,241530,0.2859,69064,8,0.4619,0.7992,188.49,0.0659,0.363,0.4546,0.4816,low 6787,Ethiopia,2021,rural,Health,Senior,117.0,1345366,0.5611,590443,0.1,59044,4,0.4388,0.6653,205.75,0.0507,0.2079,0.1968,0.285,critical 6788,Uganda,2019,urban,Security,Mid_Level,41.86,297538,0.442,166020,0.2019,33519,5,0.4729,0.7234,285.15,0.0559,0.3769,0.4272,0.3914,low 6789,Rwanda,2023,capital,Finance,Junior,13.67,358251,0.1321,310917,0.3678,114347,28,0.6866,0.8873,375.4,0.0866,0.4289,0.7358,0.6285,moderate 6790,Mozambique,2018,rural,Social_Services,Junior,28.12,274191,0.6,109676,0.1,10967,7,0.4802,0.5899,151.7,0.0591,0.2295,0.2137,0.2753,critical 6791,Ghana,2024,urban,Administration,Junior,34.0,881597,0.2731,640793,0.2343,150126,14,0.4878,0.7905,242.35,0.0645,0.3382,0.4264,0.4703,low 6792,Kenya,2023,urban,Social_Services,Director,53.87,2138346,0.2274,1652106,0.2781,459368,22,0.6014,0.8016,1320.77,0.0833,0.4798,0.5487,0.5408,moderate 6793,Tanzania,2023,capital,Education,Senior,65.05,1229198,0.2271,950035,0.2399,227875,7,0.5631,0.7275,307.29,0.0561,0.3898,0.3277,0.4515,low 6794,Rwanda,2023,remote,Education,Junior,13.67,464075,0.26,343437,0.1609,55246,22,0.5911,0.8359,509.03,0.0764,0.4945,0.7547,0.5305,moderate 6795,Nigeria,2024,rural,Finance,Senior,230.0,4398999,0.5185,2118289,0.1523,322602,8,0.548,0.7798,469.48,0.0582,0.3407,0.3308,0.3626,low 6796,Botswana,2023,rural,Health,Mid_Level,2.56,108314,0.2771,78297,0.2342,18338,22,0.6536,0.9318,566.15,0.0667,0.4962,0.6572,0.5494,moderate 6797,Mozambique,2021,rural,Health,Mid_Level,30.47,313834,0.587,129602,0.1073,13904,6,0.5125,0.6285,112.49,0.0604,0.2021,0.1952,0.2791,critical 6798,Senegal,2023,rural,Finance,Senior,17.53,367425,0.294,259416,0.1706,44258,11,0.4638,0.7296,272.42,0.0669,0.3363,0.3461,0.4243,low 6799,Uganda,2021,urban,Administration,Mid_Level,44.58,354229,0.4809,183879,0.2058,37847,6,0.5184,0.7501,312.25,0.0614,0.3696,0.3461,0.3803,low 6800,Rwanda,2021,capital,Finance,Senior,13.04,432759,0.1239,379140,0.3438,130330,31,0.5542,0.7919,566.46,0.0807,0.5631,0.7509,0.6326,moderate 6801,Senegal,2019,rural,Health,Mid_Level,15.76,385379,0.3051,267804,0.1732,46372,12,0.6095,0.7564,315.9,0.0621,0.3336,0.455,0.4393,low 6802,Kenya,2024,urban,Health,Junior,55.0,1666240,0.1824,1362317,0.2838,386611,18,0.5602,0.7694,609.72,0.083,0.4742,0.6205,0.5452,moderate 6803,Rwanda,2018,urban,ICT,Mid_Level,12.14,311274,0.1697,258435,0.2756,71229,31,0.627,0.8824,612.42,0.0891,0.4966,0.6249,0.5985,moderate 6804,Tanzania,2025,capital,Finance,Mid_Level,69.01,1380490,0.2287,1064808,0.2493,265427,9,0.6099,0.8053,247.65,0.0502,0.3857,0.3596,0.473,low 6805,Tanzania,2024,rural,Health,Junior,67.0,1071114,0.36,685459,0.1462,100199,7,0.5866,0.7551,192.5,0.0505,0.3596,0.4277,0.406,low 6806,Ghana,2023,rural,Security,Senior,33.3,727216,0.3817,449601,0.1774,79742,10,0.5845,0.8246,334.48,0.0604,0.3712,0.4717,0.4319,low 6807,South Africa,2023,rural,Education,Junior,61.51,3649084,0.2793,2629765,0.2562,673773,15,0.4833,0.7891,490.17,0.0836,0.4404,0.6533,0.5095,moderate 6808,Botswana,2025,urban,Health,Junior,2.64,102329,0.1956,82312,0.4114,33865,26,0.5216,0.8971,502.92,0.0913,0.4748,0.6258,0.6136,moderate 6809,Senegal,2025,urban,Education,Executive,18.49,455995,0.2051,362456,0.2254,81692,13,0.5055,0.7223,908.59,0.0561,0.3218,0.3487,0.463,low 6810,Senegal,2020,urban,Health,Junior,16.18,361405,0.2116,284921,0.2214,63082,8,0.5787,0.7178,250.89,0.0606,0.3239,0.4504,0.4576,low 6811,Tanzania,2025,urban,ICT,Junior,69.01,1339796,0.2996,938398,0.2185,204993,11,0.6182,0.6754,210.66,0.055,0.3469,0.4147,0.4347,low 6812,Tanzania,2024,remote,Finance,Junior,67.0,1300256,0.5356,603872,0.1042,62918,9,0.5895,0.6857,256.7,0.0484,0.3271,0.3283,0.333,critical 6813,Mozambique,2025,rural,ICT,Senior,33.89,329042,0.5803,138101,0.1073,14816,4,0.4481,0.6946,192.08,0.0703,0.223,0.1824,0.2865,critical 6814,DRC,2020,urban,Education,Mid_Level,92.57,515227,0.6,206090,0.1252,25802,3,0.5141,0.7014,92.89,0.067,0.1939,0.1874,0.2821,critical 6815,DRC,2022,remote,Education,Director,98.59,585092,0.6,234036,0.1,23403,3,0.4836,0.6905,284.45,0.0558,0.1881,0.21,0.2759,critical 6816,Ethiopia,2021,remote,Health,Mid_Level,117.0,1219415,0.6,487766,0.1,48776,5,0.5237,0.5988,84.95,0.0542,0.2092,0.166,0.2648,critical 6817,Kenya,2020,capital,Administration,Mid_Level,50.61,1799647,0.1791,1477292,0.3009,444485,16,0.5826,0.9082,636.66,0.0854,0.5272,0.6537,0.5748,moderate 6818,Ethiopia,2019,rural,Security,Junior,111.37,1493432,0.6,597372,0.1182,70631,5,0.5321,0.6808,100.25,0.0669,0.2,0.2046,0.2846,critical 6819,Uganda,2022,remote,Health,Junior,46.01,324554,0.6,129821,0.1122,14560,6,0.545,0.7861,257.36,0.0681,0.3042,0.435,0.3349,critical 6820,DRC,2024,rural,Finance,Junior,105.0,568693,0.6,227477,0.1,22747,4,0.4693,0.5857,139.5,0.0661,0.1939,0.2115,0.2634,critical 6821,Tanzania,2024,urban,Infrastructure,Junior,67.0,1129946,0.2856,807207,0.2202,177745,10,0.5108,0.7418,319.43,0.0701,0.3091,0.4393,0.4448,low 6822,Rwanda,2022,urban,Security,Junior,13.35,439269,0.1718,363786,0.3446,125342,29,0.6035,0.7849,380.95,0.0846,0.4897,0.7299,0.6054,moderate 6823,Kenya,2018,capital,Justice,Executive,48.55,1876440,0.1742,1549622,0.3739,579388,12,0.5863,0.7945,1741.09,0.0752,0.4427,0.6508,0.5584,moderate 6824,Botswana,2021,urban,Education,Junior,2.49,122152,0.2122,96228,0.3944,37948,24,0.5919,0.891,610.59,0.0882,0.454,0.5727,0.5919,moderate 6825,Ghana,2022,urban,Education,Director,32.62,873558,0.2701,637576,0.2569,163776,10,0.6205,0.7196,754.79,0.0512,0.3779,0.3987,0.4573,low 6826,Ethiopia,2021,remote,Health,Junior,117.0,1237815,0.6,495126,0.1,49512,3,0.5561,0.6833,84.08,0.0547,0.2294,0.2121,0.2791,critical 6827,Ethiopia,2024,remote,Health,Mid_Level,126.0,1300755,0.6,520302,0.1,52030,4,0.4654,0.6731,143.02,0.0506,0.2404,0.1665,0.2766,critical 6828,Botswana,2024,capital,Education,Junior,2.6,105390,0.192,85152,0.4229,36012,28,0.561,0.7973,399.55,0.0907,0.4652,0.6756,0.6114,moderate 6829,DRC,2020,rural,Security,Junior,92.57,622641,0.6,249056,0.1,24905,4,0.5929,0.6281,113.64,0.0525,0.18,0.1707,0.2643,critical 6830,Nigeria,2025,remote,Social_Services,Director,235.75,4901885,0.5386,2261658,0.117,264535,11,0.5749,0.7483,671.0,0.0634,0.3439,0.3529,0.354,low 6831,Botswana,2019,capital,Health,Junior,2.41,99500,0.1376,85813,0.3841,32959,17,0.6028,0.8508,360.68,0.0692,0.4198,0.5866,0.5824,moderate 6832,Kenya,2019,capital,Education,Mid_Level,49.57,1486234,0.1567,1253404,0.3399,426047,15,0.5551,0.9329,430.87,0.0917,0.4175,0.6147,0.5765,moderate 6833,Ethiopia,2020,rural,ICT,Mid_Level,114.15,1376104,0.6,550441,0.1,55044,5,0.4578,0.7053,148.99,0.0569,0.1789,0.1812,0.2793,critical 6834,Nigeria,2024,urban,Finance,Mid_Level,230.0,4298461,0.3552,2771839,0.2272,629770,12,0.625,0.7515,237.34,0.0485,0.3327,0.4364,0.4376,low 6835,Kenya,2024,capital,Administration,Junior,55.0,2138290,0.1741,1766078,0.3094,546350,19,0.638,0.9288,579.69,0.0947,0.4743,0.7552,0.5936,moderate 6836,Mozambique,2021,capital,ICT,Junior,30.47,267628,0.3549,172645,0.1538,26547,5,0.5354,0.6628,137.93,0.0713,0.2179,0.1798,0.3514,low 6837,Botswana,2018,urban,Education,Junior,2.38,101563,0.1833,82948,0.3681,30532,24,0.644,0.8429,375.71,0.0781,0.5485,0.7557,0.6131,moderate 6838,DRC,2025,rural,Security,Mid_Level,108.36,617923,0.6,247169,0.1,24716,4,0.5227,0.6611,112.16,0.0615,0.228,0.1986,0.2768,critical 6839,Uganda,2024,capital,Social_Services,Senior,49.0,442384,0.3544,285608,0.2062,58885,6,0.4585,0.8061,319.44,0.0516,0.3779,0.3422,0.4209,low 6840,Ghana,2024,rural,Education,Junior,34.0,816309,0.3073,565455,0.201,113656,15,0.5631,0.7101,264.44,0.0502,0.3297,0.4663,0.447,low 6841,Tanzania,2024,rural,Security,Mid_Level,67.0,1255958,0.4067,745142,0.1357,101108,6,0.4819,0.7571,208.02,0.0592,0.3586,0.4398,0.3907,low 6842,Ethiopia,2022,rural,Finance,Director,119.93,1553088,0.6,621235,0.1013,62907,5,0.5116,0.6142,318.15,0.0573,0.2275,0.1826,0.271,critical 6843,South Africa,2021,urban,Social_Services,Junior,60.54,2953683,0.2936,2086337,0.3909,815557,18,0.6369,0.8484,569.76,0.0727,0.44,0.655,0.5561,moderate 6844,Mozambique,2021,capital,Health,Mid_Level,30.47,290525,0.3123,199805,0.148,29574,4,0.4619,0.6838,89.58,0.059,0.1991,0.2383,0.3653,low 6845,DRC,2018,rural,Security,Director,86.92,492619,0.6,197047,0.1,19704,4,0.4521,0.6222,289.97,0.0494,0.1908,0.1684,0.2643,critical 6846,Senegal,2025,urban,Agriculture,Senior,18.49,387560,0.2041,308443,0.2219,68453,12,0.6215,0.7425,331.86,0.0692,0.3392,0.3407,0.4638,low 6847,DRC,2020,rural,Social_Services,Senior,92.57,636114,0.6,254445,0.1,25444,4,0.5898,0.7083,164.57,0.0693,0.211,0.1677,0.2791,critical 6848,Kenya,2018,remote,Administration,Mid_Level,48.55,1801218,0.3489,1172843,0.1829,214500,15,0.5179,0.8502,411.17,0.0805,0.557,0.5999,0.4892,low 6849,South Africa,2022,rural,Agriculture,Junior,61.02,3351977,0.3559,2159018,0.2381,514170,21,0.6308,0.9029,584.83,0.0801,0.5285,0.5345,0.5148,moderate 6850,Tanzania,2023,urban,Health,Mid_Level,65.05,1059931,0.3539,684854,0.1954,133804,11,0.5994,0.802,241.05,0.0544,0.3479,0.4727,0.4402,low 6851,Nigeria,2020,capital,Justice,Mid_Level,208.37,3846672,0.2454,2902592,0.2752,798793,8,0.4542,0.8225,302.52,0.0629,0.3595,0.3536,0.4721,low 6852,Kenya,2021,urban,Education,Mid_Level,51.68,1885180,0.235,1442219,0.2702,389689,12,0.4659,0.9316,531.91,0.0881,0.5116,0.5799,0.5377,moderate 6853,South Africa,2023,rural,Administration,Junior,61.51,3389107,0.3272,2280064,0.2274,518445,23,0.5859,0.8339,487.95,0.0931,0.5054,0.5782,0.516,moderate 6854,Rwanda,2021,capital,Education,Junior,13.04,349135,0.1655,291352,0.366,106630,17,0.4999,0.9309,379.64,0.086,0.5277,0.7502,0.61,moderate 6855,Botswana,2024,rural,Security,Mid_Level,2.6,101525,0.2623,74896,0.259,19401,22,0.6145,0.871,580.41,0.0859,0.5411,0.7755,0.5665,moderate 6856,Kenya,2021,urban,Health,Junior,51.68,1818553,0.1921,1469162,0.3021,443903,17,0.6236,0.7725,537.52,0.0825,0.4691,0.7166,0.5544,moderate 6857,Kenya,2025,rural,Security,Junior,56.15,2185250,0.2281,1686708,0.2429,409719,21,0.6229,0.8185,507.83,0.0917,0.4274,0.5844,0.5302,moderate 6858,Kenya,2019,urban,Health,Junior,49.57,1916771,0.2121,1510241,0.3107,469203,13,0.4956,0.7838,407.95,0.0715,0.4799,0.6062,0.5333,moderate 6859,Tanzania,2018,rural,Social_Services,Junior,56.11,1130920,0.4701,599276,0.1511,90575,9,0.5938,0.7928,210.21,0.0613,0.3424,0.3656,0.3825,low 6860,Nigeria,2023,capital,Health,Junior,224.39,5152920,0.2586,3820526,0.277,1058401,12,0.5485,0.6832,289.11,0.0622,0.3649,0.4094,0.4645,low 6861,Senegal,2020,remote,Security,Mid_Level,16.18,361370,0.3336,240810,0.1379,33213,10,0.5264,0.7448,302.87,0.0687,0.3885,0.4109,0.4177,low 6862,Ethiopia,2023,urban,Health,Mid_Level,122.93,1653629,0.5056,817535,0.1737,141967,4,0.503,0.6993,125.06,0.0537,0.1807,0.1807,0.3181,critical 6863,DRC,2018,remote,Health,Junior,86.92,556283,0.6,222513,0.1,22251,3,0.4886,0.649,89.55,0.049,0.1787,0.2397,0.2717,critical 6864,Ghana,2023,remote,Justice,Director,33.3,807511,0.5054,399419,0.1679,67074,12,0.5987,0.8195,712.98,0.0483,0.3814,0.3373,0.3904,low 6865,Nigeria,2025,remote,Education,Mid_Level,235.75,5379914,0.5237,2562273,0.1355,347272,8,0.5335,0.8158,244.26,0.0485,0.3507,0.3714,0.3675,low 6866,Nigeria,2024,rural,Justice,Mid_Level,230.0,5271648,0.4115,3102604,0.1471,456349,11,0.5662,0.7301,177.89,0.0569,0.3151,0.3442,0.3869,low 6867,Kenya,2025,urban,Infrastructure,Junior,56.15,2221831,0.1921,1795105,0.3161,567409,13,0.5581,0.779,482.85,0.0918,0.4234,0.6234,0.535,moderate 6868,South Africa,2020,capital,Education,Director,60.06,3148637,0.2386,2397229,0.4162,997813,15,0.5334,0.7718,945.53,0.0727,0.5059,0.634,0.5617,moderate 6869,Botswana,2019,capital,Infrastructure,Junior,2.41,98378,0.1383,84769,0.412,34925,17,0.5464,0.8025,619.55,0.0844,0.4782,0.7317,0.6023,moderate 6870,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,928713,0.3093,641491,0.1994,127934,15,0.6149,0.7407,290.92,0.0516,0.3929,0.4021,0.4507,low 6871,Rwanda,2024,urban,Agriculture,Junior,14.0,377855,0.1633,316153,0.3706,117164,17,0.5426,0.7815,556.37,0.0745,0.5608,0.5646,0.5741,moderate 6872,Nigeria,2021,remote,Education,Junior,213.58,4471184,0.4673,2381819,0.1223,291284,8,0.53,0.6888,307.94,0.0499,0.3942,0.4478,0.3713,low 6873,South Africa,2024,rural,ICT,Senior,62.0,3208597,0.3861,1969622,0.2854,562112,24,0.6196,0.921,775.4,0.0709,0.4423,0.7017,0.5374,moderate 6874,Mozambique,2020,capital,Health,Junior,29.66,320952,0.3141,220149,0.1635,35997,4,0.4504,0.6984,143.44,0.062,0.1927,0.1638,0.3628,low 6875,Ethiopia,2021,rural,Infrastructure,Senior,117.0,1478741,0.6,591496,0.1208,71428,4,0.4727,0.6236,154.73,0.0512,0.2285,0.1839,0.275,critical 6876,Ethiopia,2022,remote,Education,Mid_Level,119.93,1443835,0.6,577534,0.1,57753,6,0.4825,0.7062,145.14,0.0602,0.2162,0.1608,0.2836,critical 6877,DRC,2024,urban,Infrastructure,Mid_Level,105.0,687537,0.6,275014,0.1203,33085,3,0.5645,0.6231,144.21,0.0545,0.2041,0.1905,0.2705,critical 6878,Ethiopia,2023,rural,Education,Junior,122.93,1580036,0.5229,753897,0.1255,94618,6,0.4482,0.6848,84.26,0.0554,0.1953,0.2231,0.3102,critical 6879,Uganda,2019,urban,Security,Junior,41.86,312529,0.4859,160665,0.2131,34231,8,0.521,0.7861,237.18,0.0498,0.3504,0.4241,0.3972,low 6880,Rwanda,2022,urban,ICT,Junior,13.35,387695,0.1394,333632,0.312,104099,22,0.5079,0.7892,580.12,0.077,0.5502,0.7789,0.5994,moderate 6881,DRC,2025,rural,Infrastructure,Mid_Level,108.36,554215,0.6,221686,0.1,22168,4,0.4618,0.7045,127.3,0.0719,0.2241,0.167,0.2798,critical 6882,Ethiopia,2021,capital,Health,Mid_Level,117.0,1344084,0.4119,790466,0.1655,130853,3,0.436,0.7046,109.37,0.0496,0.2019,0.2143,0.3432,critical 6883,Uganda,2022,urban,Education,Mid_Level,46.01,355219,0.422,205304,0.1775,36445,6,0.5763,0.7582,233.98,0.053,0.3611,0.3846,0.3922,low 6884,DRC,2020,rural,Agriculture,Junior,92.57,599969,0.6,239987,0.1,23998,4,0.4838,0.6367,145.82,0.0681,0.2327,0.2284,0.2766,critical 6885,Ethiopia,2024,rural,Education,Director,126.0,1630942,0.5076,803110,0.1005,80676,5,0.5612,0.5992,311.36,0.0615,0.2041,0.204,0.2914,critical 6886,Kenya,2018,urban,Health,Mid_Level,48.55,1725550,0.1623,1445551,0.3506,506773,16,0.517,0.8493,533.37,0.0943,0.5558,0.7075,0.5908,moderate 6887,Uganda,2024,urban,Education,Junior,49.0,377947,0.4207,218953,0.1936,42385,6,0.566,0.8221,256.15,0.0565,0.3766,0.3502,0.4042,low 6888,Ethiopia,2022,urban,Education,Mid_Level,119.93,1274423,0.4802,662474,0.1708,113155,5,0.5411,0.5945,90.32,0.0677,0.2281,0.1715,0.3143,critical 6889,Kenya,2021,remote,Social_Services,Junior,51.68,1766747,0.3348,1175214,0.1444,169707,19,0.5642,0.7838,354.01,0.0836,0.5039,0.7201,0.4899,low 6890,Senegal,2018,capital,Social_Services,Junior,15.34,299057,0.254,223102,0.2384,53189,10,0.6025,0.7141,242.19,0.0715,0.3284,0.4425,0.4553,low 6891,Ghana,2023,rural,Education,Mid_Level,33.3,851571,0.4134,499498,0.1832,91530,9,0.508,0.7871,252.12,0.0608,0.3133,0.3449,0.3988,low 6892,Tanzania,2019,urban,Infrastructure,Director,57.79,981679,0.2497,736581,0.2129,156823,9,0.5513,0.8064,599.71,0.0492,0.3912,0.3842,0.4618,low 6893,DRC,2018,urban,Finance,Director,86.92,450173,0.6,180069,0.1013,18243,4,0.4619,0.6293,364.87,0.0623,0.2314,0.1802,0.2709,critical 6894,Senegal,2021,capital,Social_Services,Mid_Level,16.62,368833,0.1974,296009,0.237,70164,11,0.4874,0.6859,282.17,0.0651,0.3017,0.451,0.4656,low 6895,South Africa,2025,rural,Education,Senior,62.5,3493481,0.3651,2218106,0.221,490215,19,0.4908,0.9317,633.13,0.0947,0.5297,0.5749,0.5117,moderate 6896,Mozambique,2021,rural,Health,Mid_Level,30.47,290861,0.4797,151333,0.1067,16145,6,0.573,0.7022,98.08,0.0637,0.1986,0.2049,0.3174,critical 6897,Kenya,2019,capital,Social_Services,Junior,49.57,1677139,0.2055,1332413,0.3122,415931,17,0.5129,0.7991,421.04,0.0729,0.4325,0.6721,0.5495,moderate 6898,DRC,2021,capital,Health,Senior,95.53,629697,0.5729,268949,0.1092,29364,3,0.4488,0.6579,195.17,0.0608,0.1928,0.1959,0.2791,critical 6899,DRC,2021,remote,Education,Mid_Level,95.53,637830,0.6,255132,0.1,25513,3,0.5321,0.6362,140.71,0.0628,0.2153,0.216,0.2711,critical 6900,Ghana,2018,capital,Education,Senior,30.01,652908,0.2232,507206,0.3115,157976,13,0.6012,0.7366,317.3,0.0591,0.3337,0.3767,0.4861,low 6901,Tanzania,2022,urban,Health,Junior,63.15,1147034,0.272,835066,0.2329,194472,9,0.5846,0.7221,264.93,0.071,0.3226,0.4717,0.4505,low 6902,Nigeria,2019,capital,Security,Executive,203.29,4446913,0.2473,3347028,0.2277,762077,11,0.6033,0.7429,1096.32,0.0583,0.3475,0.4552,0.4643,low 6903,Nigeria,2024,rural,Education,Junior,230.0,4873566,0.3675,3082494,0.1735,534820,10,0.5547,0.7492,241.54,0.0639,0.3354,0.4645,0.4189,low 6904,Tanzania,2018,remote,Administration,Mid_Level,56.11,1105356,0.4863,567834,0.1085,61629,8,0.5865,0.763,304.2,0.0667,0.3176,0.451,0.3669,low 6905,Senegal,2018,remote,Education,Junior,15.34,320041,0.4768,167451,0.1409,23587,9,0.5062,0.7998,187.08,0.0671,0.376,0.3756,0.3836,low 6906,Kenya,2022,rural,Health,Director,52.76,1697955,0.2866,1211255,0.2353,285045,14,0.4914,0.8951,1183.25,0.0854,0.4244,0.7216,0.521,moderate 6907,South Africa,2024,urban,Education,Junior,62.0,3070401,0.2461,2314925,0.3197,740007,14,0.4919,0.8718,431.86,0.0909,0.4459,0.5603,0.5348,moderate 6908,Kenya,2021,urban,Social_Services,Mid_Level,51.68,1877797,0.1903,1520424,0.3534,537249,14,0.509,0.8668,588.63,0.0952,0.4733,0.6217,0.5653,moderate 6909,Nigeria,2024,remote,Agriculture,Junior,230.0,4610471,0.5393,2124261,0.125,265548,8,0.5603,0.8245,274.17,0.0545,0.3428,0.4211,0.3665,low 6910,DRC,2024,remote,Finance,Director,105.0,708843,0.6,283537,0.1,28353,4,0.4386,0.6496,298.9,0.0497,0.1984,0.1916,0.2714,critical 6911,Nigeria,2023,urban,Health,Executive,224.39,4260173,0.326,2871407,0.2379,683248,12,0.5245,0.7326,1028.13,0.0532,0.3102,0.4021,0.4391,low 6912,Rwanda,2025,urban,Education,Junior,14.34,438285,0.162,367272,0.3147,115595,28,0.5623,0.9035,587.24,0.0668,0.5594,0.5776,0.6074,moderate 6913,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3709802,0.2996,2598348,0.3219,836305,18,0.6376,0.8722,584.34,0.0823,0.5561,0.6556,0.5526,moderate 6914,Ethiopia,2022,capital,Education,Director,119.93,1496850,0.4159,874258,0.183,159997,6,0.5342,0.6896,252.02,0.0532,0.1798,0.1765,0.3458,critical 6915,Ethiopia,2024,rural,Social_Services,Mid_Level,126.0,1447920,0.5326,676715,0.1083,73318,6,0.509,0.6584,149.44,0.0634,0.2158,0.2346,0.3027,critical 6916,Ethiopia,2020,remote,Social_Services,Mid_Level,114.15,1325993,0.6,530397,0.1,53039,4,0.4795,0.6479,154.33,0.057,0.1983,0.1824,0.2703,critical 6917,Uganda,2018,capital,Education,Senior,40.56,350747,0.393,212901,0.1892,40273,9,0.6096,0.7735,475.93,0.0668,0.3108,0.4112,0.4098,low 6918,Botswana,2020,urban,Security,Mid_Level,2.45,112185,0.2264,86791,0.3432,29783,27,0.6425,0.7697,491.49,0.0689,0.434,0.7002,0.5756,moderate 6919,Ethiopia,2025,rural,Education,Junior,129.15,1535294,0.5531,686192,0.1229,84355,4,0.5781,0.601,88.48,0.0481,0.2402,0.1979,0.2864,critical 6920,Senegal,2023,capital,Health,Junior,17.53,340345,0.1766,280229,0.2338,65513,10,0.5285,0.7497,267.56,0.0546,0.353,0.478,0.4848,low 6921,Tanzania,2023,rural,Administration,Junior,65.05,1070609,0.3505,695307,0.1522,105799,11,0.6038,0.7393,245.3,0.0688,0.3558,0.3803,0.4124,low 6922,Tanzania,2018,urban,Education,Junior,56.11,877623,0.3073,607917,0.2108,128138,10,0.5604,0.6853,247.44,0.0622,0.3854,0.4743,0.4396,low 6923,Uganda,2021,capital,Infrastructure,Junior,44.58,332437,0.3091,229691,0.2191,50321,8,0.5108,0.6763,265.62,0.0536,0.3096,0.3991,0.4198,low 6924,Ghana,2020,urban,Justice,Senior,31.29,861625,0.279,621199,0.2407,149534,11,0.5374,0.7576,296.26,0.0552,0.3856,0.4781,0.4679,low 6925,Kenya,2019,rural,Education,Junior,49.57,1549615,0.3067,1074370,0.2213,237747,18,0.6383,0.8664,350.58,0.0837,0.4265,0.6381,0.5101,moderate 6926,Botswana,2024,rural,Finance,Mid_Level,2.6,126922,0.2315,97539,0.275,26818,18,0.5233,0.808,492.14,0.067,0.528,0.6024,0.5401,moderate 6927,Uganda,2024,capital,Security,Director,49.0,438788,0.4178,255453,0.1935,49419,7,0.6026,0.6913,757.39,0.0635,0.328,0.3576,0.3837,low 6928,Mozambique,2025,capital,Agriculture,Junior,33.89,361950,0.4399,202735,0.1658,33613,7,0.5979,0.6883,126.7,0.0535,0.1965,0.174,0.3393,critical 6929,Tanzania,2023,capital,Health,Mid_Level,65.05,1112302,0.3083,769430,0.2582,198695,8,0.5953,0.7626,244.94,0.0676,0.4008,0.4369,0.4557,low 6930,Nigeria,2023,rural,Finance,Senior,224.39,4498106,0.5219,2150409,0.1862,400333,7,0.5187,0.7801,286.55,0.0559,0.3348,0.426,0.3767,low 6931,Kenya,2018,rural,Finance,Junior,48.55,1919680,0.2823,1377818,0.2023,278748,21,0.6389,0.9118,525.94,0.0829,0.5412,0.6827,0.5417,moderate 6932,Nigeria,2018,rural,Administration,Mid_Level,198.33,3554767,0.5393,1637515,0.1665,272568,9,0.5999,0.7771,241.52,0.0569,0.3911,0.3706,0.372,low 6933,Kenya,2021,urban,ICT,Senior,51.68,1915643,0.2095,1514290,0.308,466426,13,0.618,0.9311,858.85,0.0731,0.474,0.7311,0.5673,moderate 6934,Nigeria,2024,urban,Security,Director,230.0,4925224,0.3251,3323943,0.2311,768254,11,0.4673,0.8059,492.99,0.0693,0.4018,0.3282,0.4479,low 6935,Rwanda,2025,capital,Finance,Junior,14.34,395537,0.1293,344398,0.3196,110061,30,0.7086,0.8169,571.71,0.0689,0.5555,0.7013,0.6208,moderate 6936,Kenya,2023,capital,Infrastructure,Junior,53.87,2093517,0.1913,1693118,0.3138,531297,13,0.6029,0.7762,488.58,0.0847,0.5048,0.5511,0.5352,moderate 6937,Ghana,2023,capital,Infrastructure,Junior,33.3,804289,0.2636,592257,0.2723,161250,15,0.5522,0.8239,266.53,0.0518,0.3761,0.4177,0.4926,low 6938,Nigeria,2018,capital,Social_Services,Mid_Level,198.33,4197093,0.3001,2937471,0.2768,813014,7,0.4664,0.7334,252.94,0.0629,0.3223,0.4412,0.448,low 6939,Mozambique,2023,rural,Finance,Mid_Level,32.13,369271,0.548,166910,0.1,16691,5,0.4803,0.5928,152.63,0.0565,0.2107,0.1682,0.2773,critical 6940,Botswana,2023,urban,Health,Junior,2.56,119280,0.2164,93469,0.3261,30484,18,0.6343,0.8895,628.09,0.069,0.5129,0.5803,0.5652,moderate 6941,South Africa,2020,urban,Education,Mid_Level,60.06,3071882,0.2824,2204347,0.3191,703306,14,0.6033,0.9171,596.9,0.0783,0.4818,0.6003,0.5399,moderate 6942,Nigeria,2021,capital,Security,Mid_Level,213.58,4678846,0.3175,3193248,0.2276,726918,12,0.5275,0.771,207.03,0.0578,0.3635,0.425,0.452,low 6943,Ethiopia,2020,rural,Health,Mid_Level,114.15,1537234,0.6,614893,0.11,67622,4,0.452,0.6397,143.69,0.0706,0.1898,0.2157,0.274,critical 6944,Rwanda,2022,remote,Finance,Junior,13.35,345876,0.2971,243102,0.188,45707,31,0.5417,0.932,405.33,0.082,0.4996,0.5306,0.543,moderate 6945,Tanzania,2022,urban,Social_Services,Mid_Level,63.15,991615,0.3046,689580,0.2454,169197,10,0.58,0.8105,280.48,0.052,0.3371,0.3353,0.449,low 6946,Ghana,2021,urban,Security,Junior,31.94,697181,0.3187,474968,0.2978,141446,11,0.4634,0.7178,212.73,0.0659,0.3471,0.4111,0.4558,low 6947,Mozambique,2025,urban,Health,Director,33.89,342082,0.365,217231,0.1526,33152,4,0.5478,0.6289,378.62,0.0617,0.1962,0.189,0.3398,critical 6948,Uganda,2021,remote,Finance,Mid_Level,44.58,322788,0.5914,131884,0.1,13188,6,0.4989,0.723,286.87,0.0633,0.3248,0.3611,0.3192,critical 6949,Uganda,2020,urban,Infrastructure,Mid_Level,43.2,353424,0.3747,220997,0.193,42643,9,0.5473,0.691,251.62,0.071,0.3555,0.3413,0.4004,low 6950,Senegal,2024,urban,Education,Executive,18.0,360353,0.2295,277660,0.2805,77884,13,0.4718,0.7914,764.6,0.062,0.3718,0.3991,0.4911,low 6951,Ghana,2025,urban,Health,Junior,34.71,912110,0.2608,674226,0.2837,191277,13,0.533,0.7313,247.36,0.059,0.3202,0.3224,0.4622,low 6952,Uganda,2024,rural,Security,Junior,49.0,393971,0.4407,220342,0.159,35040,6,0.5521,0.7423,186.18,0.0646,0.3229,0.4207,0.3803,low 6953,Botswana,2024,urban,Social_Services,Junior,2.6,112443,0.2192,87799,0.3931,34517,23,0.528,0.7728,564.32,0.0773,0.4265,0.5397,0.5635,moderate 6954,Botswana,2018,urban,Justice,Mid_Level,2.38,99319,0.2026,79192,0.4198,33240,26,0.5903,0.8889,399.26,0.0889,0.4479,0.6183,0.6092,moderate 6955,Senegal,2022,rural,Agriculture,Senior,17.07,344714,0.3717,216595,0.1542,33405,8,0.6071,0.7888,296.04,0.0588,0.2983,0.4034,0.4041,low 6956,Rwanda,2025,urban,Agriculture,Senior,14.34,439947,0.1712,364611,0.3038,110750,25,0.6422,0.8526,707.88,0.0707,0.4527,0.7589,0.5947,moderate 6957,Nigeria,2019,rural,Security,Junior,203.29,3665818,0.3976,2208228,0.1704,376293,8,0.4967,0.7282,181.1,0.0487,0.2982,0.4615,0.3984,low 6958,Tanzania,2025,rural,Health,Mid_Level,69.01,1382965,0.4519,757993,0.1611,122084,6,0.4994,0.8234,298.82,0.0652,0.3308,0.3497,0.3838,low 6959,Nigeria,2021,capital,Education,Senior,213.58,3850787,0.2701,2810809,0.2335,656318,12,0.4827,0.7439,471.96,0.0687,0.3666,0.4314,0.4623,low 6960,Ghana,2023,capital,Health,Junior,33.3,829696,0.2593,614527,0.292,179448,8,0.5644,0.7343,295.55,0.0704,0.3458,0.3946,0.4623,low 6961,Tanzania,2021,urban,Agriculture,Mid_Level,61.31,1070186,0.2662,785252,0.1902,149332,10,0.5261,0.7817,228.96,0.0637,0.3429,0.4699,0.4545,low 6962,DRC,2021,rural,Agriculture,Senior,95.53,609960,0.6,243984,0.1,24398,3,0.5753,0.6827,170.64,0.0571,0.1816,0.1843,0.2715,critical 6963,Uganda,2023,remote,Security,Junior,47.48,359990,0.6,143996,0.1155,16624,5,0.4832,0.7235,308.82,0.0618,0.3171,0.4126,0.3229,critical 6964,Mozambique,2023,urban,Administration,Senior,32.13,333276,0.4112,196247,0.1183,23210,4,0.5633,0.7014,139.38,0.0502,0.2218,0.2046,0.3346,critical 6965,Nigeria,2020,urban,Education,Junior,208.37,3826908,0.3147,2622587,0.2318,607846,12,0.4705,0.7895,190.77,0.0612,0.3174,0.322,0.4416,low 6966,Nigeria,2019,capital,Education,Junior,203.29,3822816,0.2757,2768760,0.2829,783196,11,0.4928,0.772,236.56,0.0591,0.3324,0.425,0.4708,low 6967,Senegal,2018,urban,Justice,Executive,15.34,300575,0.2269,232375,0.2381,55319,11,0.5415,0.7994,1083.74,0.0676,0.3727,0.4713,0.4846,low 6968,Rwanda,2023,capital,Security,Junior,13.67,370377,0.1691,307736,0.401,123405,19,0.5582,0.933,372.1,0.0932,0.561,0.7494,0.6265,moderate 6969,Tanzania,2024,rural,Administration,Junior,67.0,1066116,0.4263,611605,0.1337,81767,9,0.5549,0.7668,200.87,0.07,0.3746,0.365,0.3883,low 6970,Botswana,2022,urban,Justice,Mid_Level,2.52,106399,0.2129,83743,0.3583,30003,29,0.5961,0.8619,469.98,0.0811,0.5622,0.5491,0.5992,moderate 6971,Uganda,2024,remote,Security,Mid_Level,49.0,396926,0.6,158770,0.1193,18935,6,0.5893,0.717,242.28,0.0586,0.3158,0.3503,0.319,critical 6972,South Africa,2024,remote,Administration,Junior,62.0,3077057,0.3635,1958488,0.2001,391911,14,0.5859,0.81,566.1,0.0699,0.5537,0.5489,0.4759,low 6973,Tanzania,2018,capital,Education,Mid_Level,56.11,991655,0.2598,734039,0.2416,177369,9,0.5711,0.7384,193.91,0.0503,0.3245,0.3474,0.4459,low 6974,DRC,2021,remote,Education,Director,95.53,598204,0.6,239281,0.1,23928,4,0.5475,0.6029,213.73,0.0678,0.2255,0.2066,0.2687,critical 6975,Ethiopia,2024,rural,Agriculture,Director,126.0,1351143,0.5793,568367,0.1,56836,4,0.5693,0.6784,312.64,0.0531,0.2088,0.2047,0.2833,critical 6976,Nigeria,2019,capital,Education,Senior,203.29,4147800,0.3181,2828536,0.2222,628561,8,0.4901,0.7929,294.4,0.0544,0.3705,0.4248,0.4445,low 6977,Rwanda,2024,rural,Social_Services,Senior,14.0,375936,0.2198,293292,0.2081,61020,24,0.6467,0.8518,680.49,0.096,0.4619,0.5677,0.5378,moderate 6978,Uganda,2022,urban,Education,Junior,46.01,422670,0.3832,260713,0.1956,50997,5,0.5145,0.7504,227.62,0.0489,0.353,0.3269,0.3962,low 6979,Nigeria,2019,remote,Education,Junior,203.29,4096848,0.6,1638739,0.1169,191536,12,0.5883,0.6938,288.13,0.0654,0.363,0.3836,0.3379,critical 6980,DRC,2024,remote,Health,Junior,105.0,637148,0.6,254859,0.1,25485,3,0.4501,0.6642,141.91,0.0718,0.2189,0.209,0.2749,critical 6981,Senegal,2022,rural,Infrastructure,Junior,17.07,359335,0.3504,233423,0.1967,45906,11,0.5813,0.6752,319.43,0.0525,0.3252,0.3614,0.409,low 6982,Tanzania,2020,capital,Health,Director,59.53,1043605,0.2269,806797,0.2314,186731,9,0.5764,0.7517,681.96,0.0527,0.388,0.4571,0.4709,low 6983,Kenya,2018,urban,Social_Services,Junior,48.55,1494107,0.1663,1245672,0.28,348727,14,0.597,0.7675,516.91,0.0935,0.5548,0.6765,0.5517,moderate 6984,Kenya,2021,urban,Infrastructure,Senior,51.68,1666484,0.1766,1372106,0.2786,382334,17,0.5424,0.9233,705.76,0.0854,0.5402,0.7343,0.5839,moderate 6985,DRC,2019,rural,Security,Mid_Level,89.7,591466,0.6,236586,0.1,23658,2,0.5288,0.6452,139.2,0.0695,0.2181,0.2043,0.269,critical 6986,Tanzania,2019,rural,Infrastructure,Mid_Level,57.79,1037077,0.4074,614573,0.1688,103718,11,0.5472,0.8039,264.83,0.0565,0.336,0.4422,0.4162,low 6987,Uganda,2021,rural,Agriculture,Junior,44.58,354992,0.5388,163710,0.1488,24360,8,0.4712,0.7678,279.88,0.0681,0.3497,0.3265,0.3553,low 6988,DRC,2018,urban,Security,Director,86.92,501885,0.5702,215710,0.123,26542,2,0.5113,0.5952,294.31,0.069,0.2288,0.2149,0.2769,critical 6989,Senegal,2025,urban,Finance,Junior,18.49,386365,0.2585,286486,0.2595,74336,8,0.5886,0.7129,211.08,0.0565,0.3378,0.4249,0.4535,low 6990,Rwanda,2023,rural,Infrastructure,Junior,13.67,378744,0.2548,282240,0.2121,59858,24,0.6525,0.8538,637.22,0.095,0.5401,0.6257,0.544,moderate 6991,Uganda,2024,rural,Administration,Junior,49.0,344628,0.5511,154701,0.1385,21422,7,0.5871,0.8004,186.47,0.0517,0.3696,0.4065,0.362,low 6992,Mozambique,2019,capital,Education,Junior,28.88,255542,0.4588,138299,0.1707,23603,4,0.5435,0.6858,120.49,0.0602,0.1964,0.2168,0.3322,critical 6993,Senegal,2018,urban,Finance,Senior,15.34,372473,0.2503,279245,0.2312,64566,11,0.558,0.7594,369.37,0.0516,0.3578,0.3787,0.4603,low 6994,Botswana,2021,rural,Security,Senior,2.49,105499,0.2391,80274,0.2589,20783,17,0.5058,0.9123,943.47,0.0684,0.4276,0.592,0.5363,moderate 6995,Kenya,2024,rural,ICT,Executive,55.0,1817293,0.2429,1375854,0.1983,272874,17,0.623,0.8891,1656.69,0.0769,0.5334,0.61,0.5291,moderate 6996,Kenya,2020,rural,Finance,Junior,50.61,1961654,0.3142,1345289,0.2449,329512,17,0.6164,0.8905,485.16,0.0752,0.5565,0.6343,0.5278,moderate 6997,Ethiopia,2019,capital,Education,Junior,111.37,1188638,0.4113,699781,0.1537,107579,6,0.5438,0.6397,134.74,0.0699,0.181,0.215,0.3362,critical 6998,South Africa,2020,urban,Agriculture,Junior,60.06,3342230,0.2237,2594673,0.3789,983024,16,0.5395,0.9043,423.94,0.0835,0.4193,0.5403,0.5604,moderate 6999,Kenya,2025,capital,Education,Senior,56.15,2007656,0.1633,1679842,0.31,520825,15,0.5301,0.8188,734.3,0.0767,0.5314,0.7375,0.5739,moderate 7000,Senegal,2022,capital,Agriculture,Junior,17.07,342312,0.2165,268195,0.309,82866,9,0.473,0.6917,223.27,0.0617,0.3112,0.4406,0.4746,low 7001,Uganda,2025,remote,Infrastructure,Junior,50.57,445013,0.6,178005,0.1,17800,7,0.4977,0.778,289.07,0.0562,0.2996,0.3837,0.3275,critical 7002,Nigeria,2019,urban,ICT,Junior,203.29,3860976,0.3373,2558687,0.2296,587388,8,0.5755,0.719,200.35,0.0686,0.3816,0.4107,0.4301,low 7003,Uganda,2019,remote,Education,Mid_Level,41.86,375108,0.6,150043,0.1044,15661,7,0.495,0.7939,316.99,0.0687,0.3449,0.4743,0.3446,critical 7004,Senegal,2018,urban,Social_Services,Director,15.34,384836,0.2439,290963,0.2798,81399,11,0.583,0.7575,546.69,0.0524,0.3653,0.4585,0.4825,low 7005,Senegal,2022,rural,Finance,Junior,17.07,423581,0.2681,310001,0.183,56717,8,0.5443,0.728,189.69,0.0494,0.3811,0.3269,0.4287,low 7006,Nigeria,2025,urban,ICT,Junior,235.75,5130181,0.2936,3624120,0.2104,762534,10,0.6122,0.8107,289.52,0.0673,0.4023,0.4416,0.4602,low 7007,Ghana,2021,urban,Infrastructure,Director,31.94,682616,0.3157,467125,0.3041,142065,9,0.4599,0.767,462.89,0.0656,0.3353,0.3671,0.4549,low 7008,Botswana,2020,rural,Administration,Junior,2.45,97939,0.275,71005,0.3023,21467,28,0.6809,0.8323,354.21,0.0642,0.4172,0.652,0.5586,moderate 7009,DRC,2020,remote,Security,Senior,92.57,622603,0.6,249041,0.1,24904,2,0.555,0.5889,187.23,0.0606,0.2099,0.2376,0.2631,critical 7010,Nigeria,2018,rural,Education,Junior,198.33,4108242,0.4372,2312316,0.1458,337049,10,0.6168,0.6766,219.9,0.0645,0.3845,0.4102,0.3831,low 7011,Ghana,2020,capital,Health,Director,31.29,666291,0.2555,496040,0.3001,148868,14,0.4945,0.7672,667.48,0.0679,0.4024,0.4285,0.4943,low 7012,Tanzania,2023,capital,Finance,Senior,65.05,1330584,0.2329,1020657,0.2037,207947,10,0.4843,0.7732,317.17,0.0708,0.3837,0.4149,0.4635,low 7013,South Africa,2018,urban,Health,Junior,59.11,3316134,0.2207,2584262,0.3032,783656,19,0.6598,0.8925,502.41,0.0694,0.4517,0.7299,0.5702,moderate 7014,Ethiopia,2018,rural,Administration,Mid_Level,108.65,1473100,0.6,589240,0.1187,69971,4,0.4653,0.6158,95.33,0.0654,0.2156,0.2076,0.2744,critical 7015,South Africa,2020,capital,Justice,Junior,60.06,2810815,0.2259,2175848,0.4031,877007,14,0.5158,0.8785,472.61,0.0641,0.52,0.5734,0.5704,moderate 7016,Nigeria,2020,urban,Administration,Junior,208.37,3629865,0.3297,2433200,0.2217,539496,7,0.4731,0.7649,322.14,0.0692,0.3847,0.359,0.4296,low 7017,Rwanda,2022,capital,Finance,Mid_Level,13.35,366543,0.1646,306196,0.3777,115655,27,0.6782,0.8115,633.21,0.0766,0.4753,0.7337,0.6134,moderate 7018,Mozambique,2024,rural,Education,Senior,33.0,358179,0.5617,156980,0.1,15698,6,0.5841,0.6927,130.64,0.0645,0.2098,0.1714,0.2916,critical 7019,Nigeria,2018,urban,Education,Junior,198.33,4108099,0.3375,2721815,0.2109,574055,12,0.5484,0.6911,204.27,0.0713,0.3475,0.4385,0.4306,low 7020,Senegal,2025,urban,Health,Mid_Level,18.49,348541,0.2326,267478,0.2238,59868,13,0.4827,0.8063,238.52,0.0593,0.3,0.4351,0.4748,low 7021,Uganda,2023,rural,Health,Junior,47.48,416962,0.4331,236386,0.1508,35657,8,0.6017,0.7605,223.34,0.0496,0.3878,0.4074,0.393,low 7022,DRC,2020,remote,Security,Junior,92.57,579946,0.6,231978,0.1,23197,3,0.581,0.6776,147.85,0.0566,0.2364,0.2073,0.2785,critical 7023,Uganda,2022,urban,Health,Mid_Level,46.01,421089,0.3876,257892,0.2179,56187,5,0.4771,0.7176,230.49,0.0613,0.3855,0.4114,0.4074,low 7024,Nigeria,2018,capital,Security,Mid_Level,198.33,3377392,0.2504,2531664,0.2809,711252,10,0.5342,0.6887,217.13,0.0653,0.3574,0.4069,0.4624,low 7025,Uganda,2024,rural,Education,Director,49.0,403991,0.4599,218212,0.1405,30656,7,0.5764,0.8145,518.26,0.0654,0.3541,0.4643,0.3917,low 7026,DRC,2018,rural,ICT,Mid_Level,86.92,491218,0.6,196487,0.1,19648,4,0.499,0.5999,149.58,0.0594,0.2339,0.1806,0.2664,critical 7027,Senegal,2020,remote,Infrastructure,Junior,16.18,382684,0.3332,255172,0.1452,37057,8,0.4553,0.8241,205.23,0.0696,0.3504,0.3463,0.4163,low 7028,Botswana,2022,capital,Health,Junior,2.52,113037,0.1791,92789,0.3839,35622,19,0.5663,0.841,598.22,0.0673,0.4296,0.6547,0.5833,moderate 7029,Kenya,2022,capital,Education,Senior,52.76,1685864,0.1906,1364468,0.3568,486795,18,0.5548,0.9049,721.26,0.0668,0.4177,0.7595,0.59,moderate 7030,Kenya,2024,rural,Education,Junior,55.0,1978897,0.3128,1359852,0.2503,340322,15,0.6216,0.8309,403.99,0.0689,0.5022,0.5394,0.5007,moderate 7031,Ghana,2022,capital,Education,Senior,32.62,914437,0.2582,678323,0.2583,175202,15,0.52,0.6867,340.94,0.0519,0.3716,0.372,0.4649,low 7032,Botswana,2022,remote,Finance,Junior,2.52,116752,0.329,78336,0.2055,16097,17,0.486,0.9121,407.71,0.0653,0.5011,0.56,0.5045,moderate 7033,Ghana,2025,rural,ICT,Senior,34.71,820683,0.3869,503201,0.1918,96509,10,0.5473,0.8153,264.47,0.0701,0.3241,0.3336,0.4143,low 7034,Tanzania,2025,capital,ICT,Mid_Level,69.01,1374518,0.2782,992171,0.2023,200743,10,0.5779,0.7007,188.38,0.0571,0.3,0.3204,0.4232,low 7035,Ghana,2024,rural,Finance,Mid_Level,34.0,817866,0.3094,564858,0.2045,115513,11,0.5101,0.6869,256.38,0.0715,0.3941,0.3502,0.4288,low 7036,Nigeria,2021,urban,Education,Junior,213.58,4583687,0.3209,3112958,0.2507,780327,7,0.5909,0.7886,224.59,0.0654,0.3585,0.3636,0.4405,low 7037,Senegal,2020,rural,Infrastructure,Junior,16.18,393462,0.3813,243449,0.1887,45933,11,0.5799,0.7084,216.25,0.0485,0.3037,0.3647,0.4025,low 7038,Kenya,2019,urban,Education,Senior,49.57,1990426,0.1832,1625739,0.2788,453335,14,0.4851,0.8557,903.87,0.0742,0.528,0.7588,0.566,moderate 7039,DRC,2018,rural,Education,Mid_Level,86.92,449988,0.5792,189362,0.1,18936,4,0.4959,0.6969,101.24,0.054,0.1879,0.2311,0.2866,critical 7040,Ethiopia,2024,capital,Justice,Senior,126.0,1321963,0.355,852607,0.1765,150519,4,0.4422,0.6784,201.78,0.05,0.189,0.1757,0.3536,low 7041,Senegal,2023,urban,Education,Mid_Level,17.53,360589,0.2562,268191,0.212,56857,11,0.4865,0.6791,227.77,0.0682,0.3205,0.3496,0.4353,low 7042,Botswana,2022,urban,Agriculture,Mid_Level,2.52,116252,0.1624,97370,0.3706,36086,18,0.5717,0.7872,520.58,0.089,0.549,0.744,0.5944,moderate 7043,Tanzania,2019,urban,Health,Junior,57.79,1051126,0.3249,709618,0.2011,142723,8,0.5904,0.7735,259.48,0.0599,0.3513,0.3682,0.427,low 7044,Ghana,2018,rural,Administration,Executive,30.01,659276,0.3172,450144,0.208,93646,12,0.6088,0.729,1045.72,0.0698,0.3676,0.3554,0.4344,low 7045,Ethiopia,2024,capital,Health,Junior,126.0,1507956,0.4514,827301,0.1826,151029,5,0.5589,0.7148,85.96,0.0687,0.2135,0.1912,0.343,critical 7046,Ghana,2019,remote,Agriculture,Mid_Level,30.64,686713,0.5079,337903,0.1465,49516,9,0.4667,0.8223,177.09,0.0689,0.3107,0.4309,0.3797,low 7047,Ethiopia,2019,rural,Health,Senior,111.37,1238353,0.6,495341,0.1246,61723,4,0.5875,0.6688,147.68,0.0585,0.1967,0.2192,0.2831,critical 7048,South Africa,2024,capital,Education,Junior,62.0,3477598,0.2401,2642527,0.3479,919398,21,0.573,0.8835,595.25,0.0699,0.5122,0.6746,0.5807,moderate 7049,Mozambique,2021,urban,ICT,Junior,30.47,319444,0.496,161013,0.156,25123,6,0.5085,0.5921,131.48,0.0664,0.1981,0.1964,0.3083,critical 7050,Botswana,2019,capital,Justice,Junior,2.41,112518,0.1571,94844,0.4013,38061,23,0.6429,0.8177,397.34,0.0767,0.5262,0.5597,0.5998,moderate 7051,Ethiopia,2018,capital,ICT,Junior,108.65,1391588,0.5036,690850,0.1641,113386,4,0.5221,0.703,104.14,0.0659,0.2035,0.1913,0.3201,critical 7052,Mozambique,2019,rural,Health,Mid_Level,28.88,322154,0.5265,152525,0.1,15252,5,0.5554,0.6914,110.43,0.0644,0.1825,0.2064,0.2985,critical 7053,Ethiopia,2021,capital,Social_Services,Junior,117.0,1538944,0.409,909494,0.1592,144806,4,0.4878,0.6042,124.23,0.0491,0.1795,0.1987,0.326,critical 7054,Rwanda,2023,rural,Education,Mid_Level,13.67,461845,0.1808,378361,0.2223,84124,20,0.6017,0.9325,546.27,0.0923,0.5197,0.6833,0.5706,moderate 7055,Ethiopia,2020,rural,Health,Junior,114.15,1444374,0.6,577749,0.1191,68817,4,0.5686,0.6534,96.12,0.063,0.1861,0.1788,0.2743,critical 7056,Mozambique,2023,remote,Education,Junior,32.13,287685,0.6,115074,0.1,11507,6,0.5399,0.6746,109.83,0.0505,0.2393,0.2267,0.2878,critical 7057,Mozambique,2022,capital,ICT,Junior,31.29,349260,0.3407,230268,0.1415,32590,5,0.5058,0.7028,151.27,0.0499,0.2315,0.1914,0.3604,low 7058,Tanzania,2022,capital,Health,Mid_Level,63.15,1203478,0.3079,832885,0.2695,224478,10,0.592,0.6933,238.81,0.065,0.3524,0.3557,0.4402,low 7059,South Africa,2019,urban,Administration,Junior,59.58,2943562,0.3025,2053004,0.3233,663732,15,0.5439,0.8866,647.63,0.0755,0.4184,0.6168,0.5292,moderate 7060,Uganda,2022,capital,Security,Junior,46.01,420045,0.3105,289622,0.2243,64957,8,0.5399,0.7147,236.36,0.066,0.3394,0.3862,0.4282,low 7061,Nigeria,2022,rural,Social_Services,Director,218.92,3758007,0.502,1871548,0.1768,330821,12,0.5247,0.8122,479.17,0.0576,0.3419,0.3295,0.3877,low 7062,Kenya,2020,urban,Social_Services,Mid_Level,50.61,1541596,0.1969,1237999,0.2876,356050,14,0.5508,0.8196,492.22,0.0785,0.4542,0.5692,0.533,moderate 7063,Botswana,2023,urban,Education,Junior,2.56,124618,0.2101,98439,0.3742,36837,23,0.528,0.9088,460.2,0.0713,0.4793,0.5575,0.5885,moderate 7064,Senegal,2020,urban,Education,Junior,16.18,355402,0.2637,261698,0.2442,63910,14,0.4875,0.7517,235.39,0.0527,0.3,0.3227,0.4552,low 7065,DRC,2023,rural,Security,Junior,101.74,627802,0.6,251120,0.1,25112,2,0.5797,0.7124,153.49,0.0686,0.2009,0.231,0.28,critical 7066,Kenya,2019,urban,ICT,Junior,49.57,1634111,0.2245,1267315,0.3357,425379,15,0.6141,0.8575,543.48,0.0921,0.4787,0.5552,0.5473,moderate 7067,Kenya,2024,urban,Administration,Mid_Level,55.0,1693657,0.1872,1376598,0.3345,460424,15,0.6158,0.9211,482.4,0.0902,0.4521,0.6293,0.5706,moderate 7068,Botswana,2024,capital,Education,Junior,2.6,132967,0.1677,110673,0.3811,42180,20,0.5588,0.8132,440.34,0.0777,0.5178,0.5826,0.5854,moderate 7069,Mozambique,2022,rural,Education,Mid_Level,31.29,324803,0.5323,151912,0.1036,15738,7,0.5303,0.6925,134.32,0.0664,0.1841,0.2324,0.3059,critical 7070,Ghana,2019,urban,Security,Junior,30.64,754783,0.258,560028,0.3021,169184,11,0.4911,0.6955,187.14,0.0699,0.3754,0.4171,0.4721,low 7071,Ethiopia,2024,rural,Administration,Junior,126.0,1573205,0.6,629282,0.1,62928,3,0.5589,0.5888,142.53,0.0619,0.2154,0.205,0.2629,critical 7072,Nigeria,2024,rural,Education,Senior,230.0,4867463,0.513,2370240,0.185,438603,8,0.5415,0.7881,343.76,0.0716,0.3615,0.4599,0.3884,low 7073,DRC,2023,capital,Justice,Junior,101.74,661885,0.4312,376463,0.1114,41940,4,0.5012,0.5873,149.3,0.0614,0.216,0.1903,0.3088,critical 7074,Senegal,2020,capital,Health,Mid_Level,16.18,373160,0.2218,290408,0.3078,89389,12,0.6071,0.6791,185.04,0.0508,0.3663,0.4658,0.4866,low 7075,Botswana,2019,rural,Education,Mid_Level,2.41,94010,0.2347,71945,0.2701,19433,23,0.5606,0.8419,375.57,0.0764,0.4698,0.5283,0.5424,moderate 7076,Botswana,2022,remote,Infrastructure,Junior,2.52,98885,0.3501,64263,0.2087,13414,24,0.6561,0.7899,647.43,0.0843,0.5607,0.6679,0.516,moderate 7077,Tanzania,2024,urban,Education,Director,67.0,1200910,0.2744,871416,0.2394,208615,8,0.5022,0.7902,572.79,0.0567,0.3887,0.4384,0.4625,low 7078,DRC,2019,capital,Finance,Mid_Level,89.7,492627,0.5755,209106,0.1179,24660,3,0.4532,0.5999,106.43,0.052,0.2202,0.2117,0.2763,critical 7079,Mozambique,2018,remote,Justice,Junior,28.12,268999,0.6,107599,0.1,10759,5,0.5044,0.6049,92.78,0.0684,0.1879,0.2291,0.2699,critical 7080,Kenya,2023,rural,Education,Junior,53.87,1845466,0.2826,1323928,0.2238,296299,21,0.5173,0.889,510.68,0.0832,0.4427,0.6891,0.5343,moderate 7081,Senegal,2022,remote,Agriculture,Mid_Level,17.07,341432,0.3497,222043,0.1329,29518,12,0.4857,0.8093,302.65,0.0483,0.3802,0.469,0.4321,low 7082,Uganda,2022,rural,Education,Mid_Level,46.01,362197,0.4983,181712,0.1393,25312,5,0.4797,0.726,202.57,0.0517,0.3547,0.4716,0.3643,low 7083,Botswana,2022,rural,Education,Executive,2.52,108631,0.2964,76433,0.2984,22804,27,0.6914,0.9129,2517.16,0.0798,0.4504,0.6913,0.5691,moderate 7084,Tanzania,2021,capital,Administration,Junior,61.31,1041754,0.2143,818486,0.2269,185677,6,0.5628,0.7781,178.39,0.0518,0.3123,0.4466,0.4607,low 7085,Uganda,2022,urban,Administration,Junior,46.01,344067,0.453,188215,0.166,31236,8,0.5392,0.7448,180.99,0.0522,0.3331,0.4222,0.3855,low 7086,Botswana,2019,remote,Administration,Senior,2.41,114829,0.3488,74782,0.2149,16073,22,0.5182,0.7945,909.17,0.0932,0.482,0.7058,0.5095,moderate 7087,Uganda,2024,rural,Health,Junior,49.0,357771,0.4914,181972,0.1266,23042,7,0.5402,0.6988,274.24,0.0669,0.3996,0.4456,0.3657,low 7088,Uganda,2023,capital,Security,Mid_Level,47.48,370218,0.4284,211607,0.1937,40988,8,0.5524,0.7234,310.61,0.0548,0.3101,0.4685,0.3977,low 7089,Ethiopia,2020,urban,Education,Junior,114.15,1477738,0.4305,841542,0.1315,110672,6,0.5564,0.5895,153.56,0.0695,0.2151,0.2024,0.3204,critical 7090,South Africa,2021,urban,Health,Director,60.54,2742106,0.2106,2164741,0.3829,828790,22,0.5767,0.803,1286.07,0.0863,0.4391,0.7366,0.5861,moderate 7091,Mozambique,2018,remote,Security,Junior,28.12,270978,0.6,108391,0.1,10839,5,0.5595,0.5916,133.35,0.0564,0.1943,0.1836,0.264,critical 7092,Ethiopia,2025,remote,Infrastructure,Junior,129.15,1729999,0.6,691999,0.1,69199,4,0.5326,0.6684,133.35,0.0661,0.1977,0.227,0.2777,critical 7093,Tanzania,2022,remote,Infrastructure,Senior,63.15,1000898,0.4038,596712,0.1067,63658,7,0.5833,0.7145,291.46,0.0502,0.3087,0.4254,0.3738,low 7094,Kenya,2020,capital,Health,Director,50.61,1580306,0.183,1291105,0.3395,438267,16,0.5849,0.8235,966.96,0.0736,0.5603,0.6983,0.5785,moderate 7095,Botswana,2020,capital,Security,Junior,2.45,101626,0.1639,84966,0.3755,31907,19,0.5348,0.8715,602.53,0.082,0.5402,0.689,0.604,moderate 7096,Uganda,2022,remote,Justice,Junior,46.01,378115,0.5726,161615,0.1,16161,7,0.4912,0.8133,307.62,0.0638,0.3005,0.3373,0.3351,critical 7097,Mozambique,2020,rural,Infrastructure,Junior,29.66,316488,0.471,167426,0.1074,17988,7,0.5081,0.6927,154.78,0.0504,0.1843,0.2,0.3189,critical 7098,Kenya,2025,rural,Education,Junior,56.15,1696777,0.2363,1295912,0.2431,315004,22,0.6625,0.8128,628.22,0.0707,0.4493,0.5535,0.5289,moderate 7099,Ethiopia,2023,urban,Finance,Junior,122.93,1308178,0.4132,767651,0.1382,106114,4,0.4919,0.651,99.6,0.0638,0.1948,0.176,0.326,critical 7100,South Africa,2025,capital,Education,Mid_Level,62.5,3706782,0.2583,2749480,0.3471,954223,14,0.5369,0.8289,412.2,0.0818,0.5512,0.5331,0.54,moderate 7101,DRC,2024,capital,Social_Services,Senior,105.0,650101,0.5507,292094,0.1341,39158,4,0.5306,0.6096,178.42,0.0542,0.2369,0.1846,0.2894,critical 7102,Kenya,2022,urban,Health,Junior,52.76,1657987,0.1952,1334302,0.3056,407753,15,0.6253,0.7797,479.54,0.0659,0.5161,0.6114,0.5448,moderate 7103,Kenya,2024,rural,Education,Director,55.0,1970046,0.2537,1470241,0.2166,318430,19,0.5664,0.8752,1075.24,0.0709,0.5044,0.6043,0.5304,moderate 7104,Kenya,2024,rural,Education,Junior,55.0,1857093,0.2321,1426129,0.2518,359109,20,0.5334,0.8607,441.15,0.0904,0.5627,0.686,0.5589,moderate 7105,Nigeria,2019,capital,Agriculture,Mid_Level,203.29,4620412,0.2757,3346770,0.2317,775501,10,0.5569,0.7588,280.58,0.061,0.3012,0.3641,0.4444,low 7106,Botswana,2025,rural,Security,Mid_Level,2.64,116407,0.2829,83473,0.3037,25353,17,0.5056,0.7733,411.07,0.0901,0.4986,0.63,0.5266,moderate 7107,Kenya,2021,rural,Social_Services,Senior,51.68,1644036,0.2884,1169877,0.212,247987,17,0.5073,0.8481,947.82,0.0855,0.4208,0.7406,0.5167,moderate 7108,Ethiopia,2023,urban,Finance,Senior,122.93,1371819,0.4519,751852,0.1669,125516,6,0.5777,0.662,217.84,0.0651,0.2307,0.1819,0.3343,critical 7109,Rwanda,2018,remote,Security,Senior,12.14,379919,0.255,283052,0.1755,49680,28,0.6342,0.7693,820.77,0.0777,0.5343,0.739,0.5429,moderate 7110,DRC,2023,urban,Justice,Director,101.74,555631,0.6,222252,0.1,22225,3,0.5728,0.5931,227.57,0.0534,0.2132,0.2046,0.2632,critical 7111,Tanzania,2021,remote,Health,Director,61.31,945656,0.4078,559978,0.1029,57625,10,0.5467,0.7592,616.68,0.0608,0.3081,0.4624,0.3897,low 7112,Mozambique,2022,urban,Infrastructure,Executive,31.29,332439,0.4744,174744,0.1541,26925,7,0.4764,0.7022,593.22,0.0692,0.215,0.1706,0.3313,critical 7113,Botswana,2023,rural,Health,Senior,2.56,123488,0.2156,96863,0.2538,24584,24,0.5075,0.8803,737.34,0.0869,0.5531,0.7686,0.5838,moderate 7114,Ethiopia,2023,remote,Education,Director,122.93,1454840,0.6,581936,0.1,58193,5,0.5422,0.7012,368.02,0.0521,0.2118,0.1979,0.2837,critical 7115,Ghana,2019,capital,ICT,Senior,30.64,741302,0.2116,584426,0.2799,163564,11,0.6012,0.7231,395.41,0.0694,0.3627,0.4731,0.4866,low 7116,Uganda,2018,remote,ICT,Mid_Level,40.56,360904,0.6,144361,0.1185,17106,8,0.5971,0.7034,257.69,0.0698,0.4025,0.4585,0.3412,critical 7117,Mozambique,2018,remote,Justice,Director,28.12,299946,0.6,119978,0.1,11997,6,0.4953,0.591,245.76,0.0521,0.1793,0.1993,0.2665,critical 7118,Kenya,2019,urban,Security,Junior,49.57,1631777,0.1874,1326027,0.3189,422809,22,0.6469,0.794,527.34,0.0854,0.4564,0.5203,0.5546,moderate 7119,Rwanda,2022,rural,Health,Junior,13.35,381025,0.2228,296146,0.2185,64715,29,0.6056,0.9034,565.23,0.0796,0.4986,0.6722,0.574,moderate 7120,Nigeria,2023,remote,Social_Services,Senior,224.39,4333291,0.6,1733316,0.1439,249423,8,0.5572,0.7875,436.71,0.0637,0.3386,0.42,0.3499,critical 7121,South Africa,2020,remote,Social_Services,Junior,60.06,3062220,0.4284,1750291,0.2024,354318,21,0.6591,0.892,542.53,0.086,0.5502,0.6515,0.5,low 7122,Rwanda,2022,rural,Education,Mid_Level,13.35,434198,0.237,331294,0.2653,87903,29,0.555,0.9155,555.71,0.0695,0.4665,0.5516,0.5687,moderate 7123,Rwanda,2025,urban,Infrastructure,Junior,14.34,425140,0.1856,346222,0.3543,122662,29,0.6553,0.8995,601.13,0.085,0.4382,0.6605,0.6095,moderate 7124,Senegal,2018,rural,Administration,Mid_Level,15.34,318365,0.3133,218606,0.1954,42705,11,0.6048,0.7884,230.31,0.0637,0.3231,0.3523,0.4338,low 7125,Mozambique,2018,urban,Social_Services,Junior,28.12,294378,0.408,174277,0.1588,27668,6,0.5694,0.6881,116.01,0.0497,0.1861,0.1946,0.344,critical 7126,Botswana,2023,urban,Justice,Senior,2.56,105640,0.1783,86805,0.3476,30176,18,0.5812,0.7892,543.73,0.0661,0.5271,0.6697,0.5754,moderate 7127,Uganda,2025,remote,Security,Senior,50.57,361768,0.6,144707,0.1104,15968,9,0.5005,0.7882,275.29,0.0657,0.3175,0.4725,0.3473,critical 7128,Senegal,2025,urban,Administration,Junior,18.49,420968,0.2787,303628,0.2708,82226,10,0.4911,0.7192,175.75,0.0561,0.3733,0.3938,0.4576,low 7129,Ethiopia,2019,urban,Education,Mid_Level,111.37,1167445,0.5162,564809,0.1372,77483,6,0.5674,0.6315,97.75,0.0633,0.2391,0.2,0.3089,critical 7130,Botswana,2022,urban,Agriculture,Executive,2.52,111881,0.1581,94192,0.3705,34895,25,0.6754,0.8875,2396.07,0.0788,0.4305,0.5344,0.5952,moderate 7131,Nigeria,2019,urban,Social_Services,Mid_Level,203.29,3882632,0.3242,2623889,0.2632,690585,9,0.5657,0.8192,274.87,0.0613,0.3517,0.4248,0.4578,low 7132,Botswana,2022,rural,Agriculture,Executive,2.52,125726,0.2111,99181,0.2952,29280,18,0.5328,0.7994,1870.5,0.0753,0.5491,0.6619,0.557,moderate 7133,Senegal,2020,rural,Infrastructure,Executive,16.18,324194,0.3583,208047,0.1555,32343,10,0.5278,0.8157,766.68,0.0593,0.3265,0.3203,0.4113,low 7134,South Africa,2018,urban,Justice,Director,59.11,3126985,0.3078,2164548,0.299,647101,14,0.5359,0.821,1099.43,0.0922,0.4985,0.6177,0.5176,moderate 7135,Ghana,2018,capital,Health,Junior,30.01,645259,0.2097,509970,0.2544,129746,15,0.5699,0.7376,227.36,0.0691,0.3343,0.3852,0.4813,low 7136,Uganda,2018,rural,Education,Mid_Level,40.56,284472,0.5007,142035,0.125,17749,8,0.5687,0.7844,207.7,0.0625,0.3077,0.3482,0.3593,low 7137,Tanzania,2025,urban,Security,Junior,69.01,1131357,0.3461,739764,0.1879,138979,9,0.5892,0.807,214.99,0.0499,0.3243,0.4144,0.4278,low 7138,South Africa,2023,rural,Education,Mid_Level,61.51,3075727,0.3956,1859103,0.2153,400191,17,0.6122,0.9348,460.97,0.0745,0.5255,0.7439,0.5146,moderate 7139,South Africa,2022,rural,Administration,Junior,61.02,3035706,0.2878,2162029,0.224,484222,20,0.5115,0.8898,489.92,0.0916,0.5145,0.6159,0.5305,moderate 7140,Ethiopia,2019,urban,Finance,Senior,111.37,1262432,0.4095,745477,0.158,117785,4,0.4978,0.6305,181.49,0.059,0.2371,0.1821,0.3336,critical 7141,Ghana,2020,urban,Administration,Junior,31.29,678095,0.3119,466581,0.247,115251,13,0.5364,0.7039,304.91,0.0603,0.3567,0.3221,0.4397,low 7142,DRC,2022,capital,Administration,Mid_Level,98.59,674028,0.4517,369559,0.1246,46054,2,0.434,0.672,84.21,0.0709,0.2396,0.1789,0.3159,critical 7143,South Africa,2024,rural,Health,Senior,62.0,3644100,0.3244,2461869,0.2666,656403,17,0.5808,0.8602,579.46,0.0938,0.5545,0.7664,0.5392,moderate 7144,Mozambique,2022,urban,Security,Mid_Level,31.29,348105,0.4928,176544,0.1294,22841,6,0.5144,0.7058,113.44,0.0495,0.2094,0.1784,0.3188,critical 7145,South Africa,2018,remote,Security,Junior,59.11,3019344,0.3897,1842852,0.2069,381348,22,0.5192,0.7661,595.96,0.0939,0.5579,0.5509,0.4851,low 7146,Uganda,2021,capital,Administration,Mid_Level,44.58,400510,0.3534,258973,0.1842,47708,6,0.5981,0.8065,252.08,0.0559,0.3147,0.3421,0.4094,low 7147,Kenya,2019,urban,Security,Junior,49.57,1987058,0.1998,1590021,0.3168,503769,17,0.6142,0.9241,604.21,0.0805,0.5545,0.6289,0.5787,moderate 7148,South Africa,2018,capital,ICT,Director,59.11,3521399,0.2509,2637755,0.3983,1050698,24,0.5862,0.858,1548.74,0.0658,0.4993,0.6191,0.5874,moderate 7149,South Africa,2022,remote,Justice,Mid_Level,61.02,3409475,0.4383,1915246,0.1718,329097,19,0.5088,0.8426,481.82,0.0863,0.4561,0.6222,0.4651,low 7150,DRC,2021,capital,Security,Mid_Level,95.53,556130,0.4144,325662,0.1369,44570,4,0.5414,0.7079,141.86,0.0696,0.2264,0.2196,0.3414,critical 7151,DRC,2024,remote,Infrastructure,Junior,105.0,717165,0.6,286866,0.1,28686,4,0.5356,0.6433,99.16,0.0504,0.1793,0.177,0.2671,critical 7152,Senegal,2022,remote,Finance,Mid_Level,17.07,371239,0.3262,250135,0.1315,32887,10,0.5103,0.7209,197.85,0.062,0.3818,0.4533,0.418,low 7153,Kenya,2020,capital,Education,Junior,50.61,1837405,0.1545,1553438,0.3257,506006,17,0.5982,0.9294,595.14,0.0766,0.5383,0.593,0.5878,moderate 7154,Botswana,2023,capital,Finance,Mid_Level,2.56,126055,0.197,101225,0.4612,46687,27,0.5518,0.9096,525.68,0.076,0.461,0.7076,0.6369,moderate 7155,Kenya,2021,rural,Administration,Senior,51.68,1789142,0.3113,1232102,0.2306,284150,14,0.4873,0.7726,543.65,0.0901,0.4359,0.7506,0.4994,low 7156,Senegal,2020,remote,Finance,Junior,16.18,326878,0.3586,209654,0.1208,25325,12,0.4893,0.7478,298.11,0.0625,0.3763,0.3375,0.4041,low 7157,Senegal,2024,rural,Health,Senior,18.0,414642,0.2612,306319,0.1946,59611,14,0.581,0.802,456.02,0.0719,0.3242,0.3965,0.4607,low 7158,Tanzania,2021,rural,Security,Mid_Level,61.31,1245971,0.4598,673082,0.1394,93833,8,0.4533,0.7633,304.46,0.063,0.3311,0.4669,0.3842,low 7159,South Africa,2024,rural,Security,Junior,62.0,3368090,0.3496,2190616,0.2846,623466,23,0.5467,0.8938,462.82,0.0762,0.5507,0.5408,0.5345,moderate 7160,South Africa,2019,urban,Finance,Director,59.58,3283766,0.2639,2417111,0.3691,892089,14,0.5606,0.8815,1514.78,0.0645,0.4554,0.5755,0.5466,moderate 7161,Ghana,2024,urban,Administration,Senior,34.0,942415,0.3065,653593,0.2418,158066,9,0.5498,0.6858,390.98,0.0537,0.3971,0.3913,0.438,low 7162,Tanzania,2023,rural,Administration,Senior,65.05,1273461,0.3676,805355,0.1497,120546,8,0.5114,0.8073,371.53,0.064,0.3213,0.4779,0.4165,low 7163,Rwanda,2025,urban,Administration,Senior,14.34,377602,0.1925,304931,0.3041,92738,20,0.6653,0.7824,813.69,0.0938,0.5622,0.7471,0.5762,moderate 7164,Rwanda,2025,urban,ICT,Junior,14.34,398498,0.1432,341414,0.3423,116878,18,0.5248,0.8419,459.38,0.0641,0.4505,0.5339,0.5695,moderate 7165,Senegal,2019,urban,Education,Senior,15.76,333960,0.2332,256073,0.2327,59595,8,0.4844,0.8141,376.88,0.0699,0.3604,0.3751,0.4655,low 7166,Rwanda,2025,capital,Administration,Junior,14.34,467711,0.1615,392177,0.3323,130339,18,0.6214,0.8901,429.67,0.0911,0.4978,0.7185,0.5929,moderate 7167,Senegal,2021,capital,Health,Mid_Level,16.62,420306,0.2398,319527,0.2656,84872,13,0.5496,0.7602,225.11,0.0643,0.3573,0.4705,0.4858,low 7168,Tanzania,2021,urban,Health,Senior,61.31,1263626,0.3538,816529,0.2141,174851,9,0.5038,0.8206,288.49,0.0667,0.3563,0.4232,0.4386,low 7169,Ethiopia,2023,urban,Infrastructure,Mid_Level,122.93,1674729,0.4552,912417,0.1515,138229,4,0.5428,0.7044,122.33,0.0538,0.2077,0.1979,0.3303,critical 7170,Ghana,2019,rural,Agriculture,Junior,30.64,755457,0.3818,467057,0.22,102744,9,0.5999,0.695,249.02,0.0691,0.3941,0.4465,0.4204,low 7171,South Africa,2018,urban,Education,Mid_Level,59.11,3029999,0.2994,2122681,0.3194,677916,24,0.5706,0.9131,427.33,0.0774,0.473,0.7181,0.5711,moderate 7172,Ghana,2022,remote,Health,Executive,32.62,715078,0.4564,388739,0.1341,52127,12,0.5913,0.7468,1213.75,0.0649,0.3512,0.4708,0.3937,low 7173,Rwanda,2024,remote,Infrastructure,Director,14.0,374991,0.3174,255965,0.1769,45277,17,0.6209,0.9168,1294.0,0.0783,0.5457,0.5333,0.5028,moderate 7174,Botswana,2024,rural,Agriculture,Mid_Level,2.6,109119,0.2215,84947,0.2755,23400,20,0.5378,0.8627,512.74,0.0744,0.5106,0.5325,0.5472,moderate 7175,Botswana,2025,capital,Administration,Mid_Level,2.64,128347,0.1775,105568,0.4082,43094,27,0.5476,0.9329,594.94,0.0938,0.5588,0.571,0.6281,moderate 7176,Senegal,2025,rural,Agriculture,Junior,18.49,368962,0.2817,265042,0.154,40823,10,0.5917,0.7857,179.82,0.0675,0.356,0.3672,0.4333,low 7177,Ghana,2021,capital,Finance,Junior,31.94,825867,0.2686,604015,0.297,179376,13,0.6313,0.7848,204.69,0.0711,0.3237,0.3986,0.4795,low 7178,Ghana,2024,urban,Social_Services,Mid_Level,34.0,924154,0.2542,689200,0.3081,212329,12,0.5514,0.7439,191.48,0.0508,0.3026,0.4426,0.4796,low 7179,Tanzania,2019,rural,Administration,Junior,57.79,933609,0.4538,509961,0.1794,91462,10,0.5152,0.7545,219.9,0.061,0.3429,0.4543,0.3993,low 7180,Kenya,2025,urban,ICT,Senior,56.15,2149306,0.2405,1632461,0.2836,462973,17,0.6486,0.8616,529.58,0.0895,0.5523,0.6563,0.5534,moderate 7181,South Africa,2024,urban,Administration,Junior,62.0,3180307,0.2522,2378249,0.3722,885213,16,0.4916,0.9135,433.0,0.0849,0.5138,0.7715,0.5856,moderate 7182,Tanzania,2025,capital,Health,Junior,69.01,1338166,0.2805,962871,0.2192,211038,9,0.5618,0.7215,267.44,0.0521,0.3612,0.4405,0.4456,low 7183,Ethiopia,2023,capital,Education,Director,122.93,1378815,0.352,893500,0.1564,139764,5,0.5958,0.6902,326.46,0.0601,0.1799,0.1947,0.3546,low 7184,Ethiopia,2020,urban,Education,Director,114.15,1338124,0.4258,768364,0.1598,122813,5,0.4601,0.6518,352.83,0.0536,0.2136,0.1618,0.3313,critical 7185,DRC,2020,rural,Infrastructure,Mid_Level,92.57,608389,0.6,243355,0.1,24335,3,0.5722,0.6868,151.15,0.0571,0.2318,0.206,0.2793,critical 7186,Ethiopia,2022,remote,Finance,Mid_Level,119.93,1535293,0.6,614117,0.1,61411,4,0.4451,0.6415,126.72,0.0569,0.2139,0.1664,0.2693,critical 7187,Tanzania,2021,rural,Security,Mid_Level,61.31,1058834,0.4574,574504,0.1723,99008,11,0.4639,0.6841,274.75,0.0613,0.3292,0.3307,0.3748,low 7188,Uganda,2018,rural,Finance,Mid_Level,40.56,304291,0.4782,158766,0.1471,23352,5,0.5907,0.7231,303.03,0.0606,0.3865,0.45,0.3718,low 7189,Ghana,2024,urban,Health,Mid_Level,34.0,800221,0.2498,600301,0.2484,149099,14,0.6115,0.6784,314.83,0.0655,0.3203,0.4309,0.4615,low 7190,Tanzania,2022,remote,Security,Junior,63.15,1019907,0.5535,455413,0.1342,61126,10,0.5744,0.8096,282.0,0.0713,0.3467,0.4373,0.37,low 7191,Uganda,2022,capital,Education,Junior,46.01,339384,0.3005,237385,0.1786,42399,7,0.4742,0.8225,246.98,0.0682,0.3489,0.3931,0.4346,low 7192,South Africa,2023,rural,Education,Junior,61.51,3551353,0.3046,2469630,0.2884,712248,23,0.5718,0.7883,569.86,0.0777,0.5097,0.5506,0.5277,moderate 7193,Kenya,2018,capital,Education,Junior,48.55,1601525,0.2027,1276864,0.2941,375473,17,0.5489,0.8212,497.61,0.0941,0.5262,0.6873,0.5599,moderate 7194,Ghana,2025,urban,Justice,Junior,34.71,754050,0.2742,547268,0.2904,158915,13,0.5305,0.8121,227.91,0.0575,0.3132,0.4665,0.4863,low 7195,Kenya,2018,rural,Education,Junior,48.55,1566578,0.2557,1166036,0.2145,250165,20,0.6592,0.7813,403.45,0.0905,0.5281,0.6809,0.5278,moderate 7196,Botswana,2020,capital,Administration,Junior,2.45,102852,0.1567,86738,0.4256,36913,23,0.6344,0.8693,574.41,0.0919,0.4968,0.5852,0.6133,moderate 7197,Ethiopia,2021,capital,Administration,Junior,117.0,1545405,0.4941,781843,0.1609,125810,3,0.5552,0.662,137.69,0.0572,0.1789,0.2236,0.3138,critical 7198,Ethiopia,2025,remote,Justice,Junior,129.15,1445753,0.6,578301,0.1,57830,5,0.5106,0.6455,126.41,0.0535,0.2396,0.1822,0.2765,critical 7199,Kenya,2025,capital,Agriculture,Senior,56.15,1734302,0.1873,1409408,0.2978,419674,14,0.4944,0.8274,641.7,0.0936,0.5604,0.5923,0.552,moderate 7200,South Africa,2024,rural,Education,Junior,62.0,3553159,0.3161,2430070,0.2147,521625,17,0.5975,0.8145,441.62,0.0695,0.4506,0.7075,0.5051,moderate 7201,Rwanda,2023,rural,Infrastructure,Mid_Level,13.67,407072,0.1992,325966,0.2679,87310,18,0.6114,0.8462,627.33,0.0655,0.5173,0.634,0.5542,moderate 7202,Botswana,2018,urban,Finance,Mid_Level,2.38,111995,0.2054,88996,0.3961,35254,23,0.6266,0.855,508.39,0.0927,0.4203,0.7594,0.6014,moderate 7203,Rwanda,2025,rural,Social_Services,Junior,14.34,437209,0.2064,346978,0.243,84304,22,0.6252,0.8548,375.46,0.0879,0.4658,0.7175,0.5607,moderate 7204,Ethiopia,2023,remote,Security,Junior,122.93,1371934,0.6,548773,0.1,54877,5,0.5487,0.5983,96.14,0.0628,0.2131,0.1624,0.2648,critical 7205,Rwanda,2023,capital,Justice,Junior,13.67,413392,0.1518,350646,0.3279,114971,23,0.6012,0.9031,537.47,0.074,0.472,0.6738,0.6016,moderate 7206,South Africa,2022,remote,Infrastructure,Junior,61.02,3683051,0.5119,1797785,0.1759,316277,21,0.4968,0.928,618.14,0.0729,0.4211,0.5655,0.4564,low 7207,Nigeria,2025,rural,Infrastructure,Senior,235.75,4766014,0.5016,2375324,0.1842,437431,8,0.5369,0.7442,414.95,0.0579,0.3385,0.4625,0.3824,low 7208,Mozambique,2024,remote,Health,Junior,33.0,361390,0.6,144556,0.1,14455,5,0.5438,0.6798,141.0,0.0519,0.2066,0.2104,0.2812,critical 7209,Tanzania,2024,capital,Security,Junior,67.0,1164292,0.2354,890241,0.2064,183740,7,0.5434,0.7513,308.49,0.0535,0.3057,0.3855,0.4421,low 7210,Kenya,2024,capital,Health,Mid_Level,55.0,1682087,0.1706,1395097,0.3205,447140,12,0.6277,0.8708,423.84,0.0761,0.5143,0.7245,0.572,moderate 7211,South Africa,2021,urban,Education,Junior,60.54,2960080,0.2586,2194536,0.3248,712740,15,0.6267,0.8858,610.4,0.0764,0.5224,0.6849,0.5576,moderate 7212,Tanzania,2020,urban,Agriculture,Junior,59.53,940187,0.3149,644160,0.2334,150347,6,0.5189,0.7848,235.54,0.0509,0.3653,0.4697,0.4459,low 7213,Tanzania,2025,remote,ICT,Senior,69.01,1153115,0.5631,503771,0.1276,64286,10,0.599,0.6761,378.72,0.0669,0.3299,0.3485,0.3354,critical 7214,Kenya,2019,urban,Infrastructure,Junior,49.57,1947597,0.2214,1516439,0.3115,472323,20,0.5603,0.8465,611.85,0.0907,0.5125,0.6323,0.564,moderate 7215,Ghana,2024,rural,Education,Junior,34.0,931871,0.4101,549711,0.1755,96464,14,0.5527,0.741,224.92,0.0569,0.3811,0.4233,0.4179,low 7216,DRC,2021,rural,Finance,Mid_Level,95.53,650143,0.6,260057,0.1,26005,4,0.5409,0.6648,105.02,0.0706,0.1949,0.2147,0.2757,critical 7217,South Africa,2022,urban,Education,Mid_Level,61.02,2816632,0.2937,1989517,0.3759,747945,23,0.5097,0.9313,380.71,0.0752,0.487,0.7575,0.5922,moderate 7218,Tanzania,2023,urban,Security,Junior,65.05,1168630,0.2553,870236,0.1915,166616,11,0.5719,0.6904,233.82,0.0688,0.3247,0.4531,0.4429,low 7219,Mozambique,2018,urban,Agriculture,Junior,28.12,303546,0.4864,155901,0.1205,18787,5,0.5815,0.668,107.85,0.0621,0.1908,0.2372,0.314,critical 7220,DRC,2024,urban,Education,Senior,105.0,651971,0.5496,293627,0.1051,30856,4,0.5841,0.6324,204.11,0.0485,0.2282,0.2164,0.2882,critical 7221,Uganda,2018,remote,ICT,Mid_Level,40.56,344363,0.6,137745,0.1,13774,7,0.5907,0.7684,319.66,0.0705,0.3259,0.4357,0.3339,critical 7222,Senegal,2023,remote,Education,Junior,17.53,337558,0.4064,200378,0.1466,29374,11,0.6241,0.7996,320.27,0.0504,0.3076,0.4694,0.4102,low 7223,Ghana,2020,capital,Education,Junior,31.29,854038,0.2826,612706,0.3201,196121,9,0.573,0.6775,218.89,0.0506,0.3885,0.3678,0.4591,low 7224,Senegal,2025,capital,Finance,Director,18.49,377459,0.2208,294128,0.2509,73787,8,0.5896,0.7,642.37,0.0611,0.299,0.4596,0.4584,low 7225,Botswana,2018,urban,Education,Junior,2.38,105954,0.2133,83356,0.4193,34953,15,0.6414,0.881,470.31,0.0803,0.4805,0.5844,0.5777,moderate 7226,Uganda,2025,capital,Finance,Senior,50.57,393166,0.3274,264430,0.204,53934,9,0.5545,0.6974,434.22,0.0484,0.3173,0.4177,0.4197,low 7227,Nigeria,2018,capital,Security,Executive,198.33,3518311,0.3599,2252202,0.2522,567957,11,0.5617,0.7331,776.5,0.0633,0.3979,0.3682,0.4371,low 7228,Uganda,2021,urban,Health,Junior,44.58,400217,0.4393,224395,0.2206,49510,9,0.6028,0.7009,255.8,0.0576,0.3643,0.4496,0.4043,low 7229,Ethiopia,2025,capital,Security,Senior,129.15,1687323,0.3798,1046470,0.15,156972,4,0.5029,0.6891,233.39,0.0689,0.1942,0.1946,0.3448,critical 7230,Ethiopia,2024,urban,Health,Mid_Level,126.0,1617003,0.5275,763957,0.1661,126906,4,0.5217,0.6037,91.35,0.0685,0.1952,0.2175,0.3015,critical 7231,Senegal,2023,capital,Health,Junior,17.53,386253,0.204,307453,0.2531,77827,7,0.5397,0.7459,309.89,0.0512,0.3503,0.4044,0.4671,low 7232,Botswana,2022,capital,Health,Junior,2.52,103653,0.1665,86394,0.4342,37510,20,0.5509,0.8417,530.42,0.0855,0.4704,0.5832,0.5985,moderate 7233,Kenya,2022,urban,Education,Junior,52.76,2034606,0.2345,1557391,0.3268,509006,20,0.6668,0.7986,409.89,0.0843,0.5617,0.6701,0.566,moderate 7234,Tanzania,2025,remote,Social_Services,Mid_Level,69.01,1319011,0.5292,620963,0.1174,72872,7,0.459,0.6769,258.23,0.0574,0.3082,0.4388,0.3408,critical 7235,Kenya,2022,urban,Administration,Junior,52.76,1849894,0.2333,1418227,0.347,492055,18,0.5743,0.7946,357.17,0.0907,0.4663,0.7558,0.5648,moderate 7236,South Africa,2022,capital,Health,Mid_Level,61.02,3706045,0.2487,2784506,0.3764,1048055,14,0.5519,0.7944,497.12,0.0692,0.421,0.7667,0.5549,moderate 7237,Mozambique,2023,remote,Education,Mid_Level,32.13,313979,0.6,125591,0.1,12559,7,0.5094,0.6218,86.41,0.0488,0.21,0.2089,0.2777,critical 7238,Tanzania,2024,urban,Security,Junior,67.0,1042298,0.3361,692006,0.1949,134903,10,0.5916,0.8207,204.62,0.068,0.3222,0.3495,0.43,low 7239,Tanzania,2022,capital,Security,Senior,63.15,1263594,0.2238,980795,0.2075,203489,9,0.5632,0.7863,292.77,0.0647,0.3563,0.3586,0.4579,low 7240,Mozambique,2019,remote,Justice,Junior,28.88,257182,0.6,102872,0.1,10287,4,0.538,0.6515,98.99,0.07,0.2257,0.1771,0.273,critical 7241,Tanzania,2025,urban,Education,Junior,69.01,1299106,0.3085,898275,0.2119,190363,8,0.5365,0.6871,245.07,0.0699,0.3853,0.4239,0.4298,low 7242,Rwanda,2025,remote,Security,Junior,14.34,372121,0.3014,259950,0.1805,46932,26,0.6125,0.7723,375.93,0.0713,0.5062,0.665,0.5177,moderate 7243,South Africa,2018,urban,Health,Junior,59.11,3126426,0.2514,2340361,0.3785,885864,14,0.5088,0.8498,574.13,0.0921,0.4882,0.7591,0.569,moderate 7244,Senegal,2022,rural,Education,Junior,17.07,403853,0.3299,270608,0.1825,49384,12,0.5749,0.7105,195.36,0.0484,0.3739,0.4092,0.428,low 7245,South Africa,2020,capital,Education,Mid_Level,60.06,2849614,0.2324,2187379,0.3704,810214,22,0.6455,0.9195,634.03,0.0788,0.5194,0.6872,0.5981,moderate 7246,Tanzania,2022,rural,Justice,Senior,63.15,1043529,0.3294,699780,0.1434,100372,10,0.5502,0.7716,432.57,0.0529,0.3691,0.3465,0.4158,low 7247,Botswana,2022,capital,Education,Mid_Level,2.52,128925,0.16,108300,0.4199,45480,27,0.5709,0.9123,555.49,0.0712,0.4853,0.729,0.6408,moderate 7248,Mozambique,2021,rural,Education,Junior,30.47,331251,0.5627,144860,0.1063,15398,7,0.6059,0.6477,124.58,0.0554,0.2158,0.2268,0.2948,critical 7249,DRC,2019,capital,Finance,Mid_Level,89.7,462045,0.4533,252609,0.1125,28424,5,0.5381,0.6681,84.77,0.0494,0.1999,0.1712,0.3146,critical 7250,Ghana,2018,urban,Administration,Director,30.01,766839,0.2683,561128,0.2589,145260,16,0.5168,0.7246,678.02,0.0657,0.2985,0.3574,0.4619,low 7251,Mozambique,2019,capital,Justice,Mid_Level,28.88,303644,0.3451,198858,0.1737,34536,7,0.5171,0.6061,101.58,0.0608,0.2247,0.1661,0.3546,low 7252,Ethiopia,2024,urban,Social_Services,Mid_Level,126.0,1526650,0.4156,892165,0.1584,141351,4,0.53,0.7059,98.43,0.0666,0.216,0.2388,0.3471,critical 7253,Ethiopia,2020,remote,Education,Mid_Level,114.15,1440547,0.6,576218,0.1,57621,6,0.5602,0.6839,139.68,0.055,0.1892,0.1735,0.2789,critical 7254,Nigeria,2022,urban,Education,Junior,218.92,4039133,0.3113,2781928,0.2406,669313,10,0.574,0.7869,283.58,0.0495,0.3647,0.4637,0.4582,low 7255,South Africa,2025,capital,Finance,Junior,62.5,3012969,0.2439,2278000,0.3658,833400,23,0.6235,0.8232,397.97,0.0671,0.4659,0.626,0.5707,moderate 7256,Tanzania,2018,urban,Social_Services,Junior,56.11,881951,0.346,576812,0.2035,117360,8,0.4678,0.7663,281.23,0.0542,0.3363,0.473,0.4303,low 7257,Kenya,2022,rural,Education,Junior,52.76,1650248,0.2399,1254348,0.2224,278995,15,0.5275,0.8617,574.5,0.096,0.4274,0.6212,0.5172,moderate 7258,Uganda,2020,urban,Health,Junior,43.2,324780,0.4079,192303,0.1655,31820,7,0.5987,0.7939,271.8,0.0601,0.3426,0.3644,0.3967,low 7259,South Africa,2022,urban,Social_Services,Junior,61.02,2986399,0.2833,2140360,0.3515,752380,23,0.6486,0.8629,498.99,0.0951,0.5405,0.699,0.5779,moderate 7260,Kenya,2022,capital,Health,Senior,52.76,1666294,0.184,1359678,0.3469,471691,19,0.5793,0.8998,700.38,0.0669,0.5445,0.5477,0.5824,moderate 7261,South Africa,2022,capital,Agriculture,Junior,61.02,3366878,0.2221,2619250,0.4271,1118776,17,0.5333,0.8272,373.09,0.0916,0.4306,0.5723,0.5681,moderate 7262,Tanzania,2019,capital,Finance,Junior,57.79,1159556,0.3097,800390,0.2126,170165,7,0.4967,0.7562,247.74,0.0571,0.3256,0.4564,0.4348,low 7263,Ghana,2021,capital,Justice,Junior,31.94,871192,0.2627,642333,0.2606,167360,11,0.5654,0.787,239.8,0.0615,0.3069,0.3206,0.4578,low 7264,Rwanda,2019,urban,Infrastructure,Junior,12.43,420705,0.1381,362617,0.3596,130398,31,0.6212,0.9027,514.28,0.0668,0.4399,0.6485,0.6271,moderate 7265,Ethiopia,2020,rural,Education,Junior,114.15,1491801,0.6,596720,0.114,68010,4,0.5116,0.5995,135.38,0.051,0.2285,0.1951,0.2708,critical 7266,Ghana,2018,remote,Administration,Junior,30.01,649736,0.4112,382590,0.1427,54592,12,0.5786,0.8213,258.9,0.0616,0.3977,0.3794,0.4138,low 7267,Senegal,2025,urban,Justice,Mid_Level,18.49,449084,0.2119,353913,0.2471,87466,7,0.5853,0.7127,304.77,0.0601,0.3677,0.3584,0.4558,low 7268,South Africa,2022,rural,Security,Mid_Level,61.02,3381617,0.279,2438306,0.2169,528803,24,0.6147,0.8954,583.35,0.0914,0.539,0.5704,0.5397,moderate 7269,Uganda,2022,urban,Security,Senior,46.01,410135,0.3473,267711,0.2027,54256,6,0.5386,0.7095,267.08,0.0494,0.3475,0.3714,0.4072,low 7270,Senegal,2025,capital,Administration,Mid_Level,18.49,403947,0.1921,326333,0.2296,74939,10,0.5284,0.7087,282.74,0.0635,0.331,0.4704,0.4708,low 7271,Ghana,2024,rural,Social_Services,Senior,34.0,846227,0.4268,485077,0.2051,99501,8,0.5248,0.7927,361.4,0.0698,0.3801,0.4068,0.4122,low 7272,Uganda,2020,capital,ICT,Junior,43.2,320109,0.3542,206717,0.2098,43372,9,0.472,0.8061,195.82,0.0596,0.3884,0.4482,0.441,low 7273,Mozambique,2025,rural,Justice,Director,33.89,329879,0.5559,146500,0.1049,15366,7,0.4915,0.684,357.55,0.0622,0.1917,0.2237,0.2989,critical 7274,Rwanda,2025,urban,Education,Director,14.34,369178,0.1886,299558,0.3156,94553,27,0.581,0.818,960.58,0.0831,0.5218,0.5534,0.5795,moderate 7275,Mozambique,2024,urban,Education,Junior,33.0,358548,0.374,224442,0.1281,28740,4,0.5834,0.6717,133.04,0.0711,0.2056,0.2013,0.34,critical 7276,DRC,2019,rural,Security,Junior,89.7,464322,0.6,185728,0.1,18572,4,0.5747,0.6208,101.46,0.0639,0.228,0.2156,0.2725,critical 7277,South Africa,2022,urban,Security,Mid_Level,61.02,2955124,0.2079,2340611,0.3623,848096,17,0.4875,0.7681,392.81,0.0667,0.5206,0.762,0.5746,moderate 7278,Kenya,2019,rural,Infrastructure,Mid_Level,49.57,1569286,0.2297,1208794,0.2461,297490,20,0.6548,0.8014,509.74,0.0762,0.5425,0.6572,0.5443,moderate 7279,Senegal,2019,urban,Agriculture,Mid_Level,15.76,373099,0.2915,264336,0.2408,63645,10,0.5491,0.7793,213.83,0.0622,0.3234,0.3885,0.4504,low 7280,Rwanda,2022,urban,Agriculture,Junior,13.35,459204,0.1704,380940,0.292,111246,29,0.5931,0.8178,590.35,0.0809,0.4239,0.6879,0.5867,moderate 7281,Senegal,2019,rural,Infrastructure,Junior,15.76,387088,0.2898,274911,0.1673,45998,9,0.5396,0.7296,226.78,0.0657,0.4013,0.3954,0.431,low 7282,Uganda,2023,rural,Security,Senior,47.48,404325,0.6,161730,0.1572,25417,7,0.5101,0.8227,344.95,0.0552,0.3017,0.4748,0.3578,low 7283,Tanzania,2024,capital,Education,Junior,67.0,1382575,0.214,1086667,0.2014,218906,10,0.4911,0.6753,266.67,0.0592,0.3365,0.322,0.439,low 7284,Uganda,2018,rural,Administration,Junior,40.56,356560,0.6,142624,0.1527,21785,9,0.6157,0.7173,175.98,0.0577,0.3721,0.3747,0.343,critical 7285,Senegal,2022,urban,Finance,Mid_Level,17.07,417162,0.2735,303051,0.2798,84788,9,0.5301,0.7774,251.57,0.0578,0.3141,0.4112,0.4632,low 7286,DRC,2025,rural,Infrastructure,Mid_Level,108.36,581118,0.6,232447,0.1,23244,3,0.5851,0.616,110.49,0.0597,0.2374,0.1883,0.2675,critical 7287,Mozambique,2022,urban,Health,Junior,31.29,342875,0.4125,201455,0.1422,28654,6,0.5284,0.6235,155.34,0.0544,0.1895,0.2221,0.3321,critical 7288,Kenya,2018,urban,Education,Junior,48.55,1676290,0.2031,1335913,0.3009,401958,21,0.6684,0.7772,611.86,0.0816,0.4837,0.7155,0.5635,moderate 7289,Ethiopia,2023,remote,Health,Junior,122.93,1559474,0.6,623789,0.1,62378,5,0.5167,0.6316,118.3,0.0536,0.1893,0.2246,0.2736,critical 7290,Uganda,2019,capital,Health,Junior,41.86,287632,0.3054,199794,0.2111,42168,9,0.6109,0.72,234.42,0.0533,0.3491,0.4235,0.4342,low 7291,Botswana,2024,capital,Social_Services,Mid_Level,2.6,130761,0.1505,111084,0.3825,42494,16,0.5605,0.829,634.37,0.0891,0.5541,0.7208,0.5999,moderate 7292,Ethiopia,2020,rural,Security,Mid_Level,114.15,1450680,0.5407,666253,0.1082,72116,3,0.4819,0.6852,110.38,0.0491,0.2409,0.1749,0.2937,critical 7293,Ghana,2020,capital,Administration,Junior,31.29,723707,0.2695,528684,0.2996,158380,15,0.6033,0.709,212.51,0.0598,0.3555,0.3956,0.4765,low 7294,Ghana,2022,remote,Finance,Junior,32.62,884544,0.518,426341,0.1381,58872,15,0.6184,0.7177,211.44,0.0648,0.3745,0.4363,0.3812,low 7295,Ghana,2018,rural,Administration,Junior,30.01,671419,0.3768,418439,0.1765,73839,10,0.4684,0.7145,269.58,0.0535,0.3551,0.4437,0.412,low 7296,Tanzania,2021,remote,Education,Executive,61.31,1008416,0.5255,478495,0.119,56946,7,0.4817,0.6874,1175.39,0.0519,0.3639,0.3502,0.3404,critical 7297,South Africa,2022,capital,Education,Mid_Level,61.02,3536794,0.268,2589065,0.4202,1087920,16,0.5125,0.809,642.06,0.0954,0.5615,0.7002,0.5756,moderate 7298,Kenya,2021,rural,Social_Services,Junior,51.68,1693961,0.3222,1148091,0.2309,265132,22,0.6123,0.9338,506.25,0.09,0.4902,0.7573,0.547,moderate 7299,South Africa,2020,urban,Health,Senior,60.06,3009978,0.2062,2389403,0.3166,756446,24,0.5838,0.7866,800.81,0.0941,0.5246,0.6863,0.5767,moderate 7300,Ghana,2022,urban,Finance,Junior,32.62,826006,0.2259,639414,0.2309,147659,13,0.5249,0.7947,290.77,0.0687,0.3485,0.4563,0.4834,low 7301,Ghana,2023,remote,Finance,Mid_Level,33.3,769873,0.505,381097,0.1573,59945,13,0.4936,0.7448,322.31,0.0718,0.3977,0.4728,0.3944,low 7302,Uganda,2023,rural,Administration,Mid_Level,47.48,359171,0.6,143668,0.123,17676,7,0.5848,0.7959,234.05,0.0581,0.3383,0.4414,0.3456,critical 7303,Tanzania,2020,urban,Education,Senior,59.53,1224153,0.2481,920414,0.2123,195394,9,0.509,0.7089,279.22,0.0596,0.332,0.3241,0.4355,low 7304,Tanzania,2022,rural,ICT,Mid_Level,63.15,1089738,0.3424,716627,0.1678,120230,6,0.5913,0.7112,193.82,0.0615,0.3615,0.4198,0.4062,low 7305,Rwanda,2019,rural,Health,Executive,12.43,370474,0.1935,298792,0.2424,72429,23,0.5198,0.8047,2245.08,0.0896,0.4859,0.6603,0.5551,moderate 7306,South Africa,2021,capital,Finance,Junior,60.54,3440994,0.1881,2793583,0.3498,977119,20,0.531,0.8404,498.01,0.0691,0.4625,0.6735,0.5801,moderate 7307,Senegal,2024,urban,Health,Mid_Level,18.0,379720,0.2387,289068,0.2767,79997,10,0.607,0.7157,278.89,0.0584,0.3962,0.4384,0.4753,low 7308,DRC,2020,rural,Administration,Mid_Level,92.57,616021,0.6,246408,0.1,24640,3,0.5662,0.656,87.94,0.0545,0.2098,0.2013,0.272,critical 7309,DRC,2023,rural,Justice,Senior,101.74,630100,0.6,252040,0.1,25204,3,0.447,0.647,213.49,0.0585,0.2016,0.1756,0.2673,critical 7310,Ghana,2022,urban,Security,Junior,32.62,781553,0.2981,548609,0.2314,126948,9,0.6115,0.6763,289.27,0.0566,0.3278,0.434,0.4335,low 7311,Kenya,2024,urban,Health,Senior,55.0,2156005,0.21,1703264,0.284,483788,22,0.5767,0.9195,634.21,0.0932,0.527,0.6354,0.5777,moderate 7312,Ghana,2018,urban,Social_Services,Mid_Level,30.01,704911,0.2809,506921,0.3045,154362,11,0.4993,0.802,255.94,0.0617,0.3947,0.3845,0.4816,low 7313,Ethiopia,2023,remote,Agriculture,Mid_Level,122.93,1472685,0.6,589074,0.1,58907,4,0.4778,0.6205,146.82,0.0622,0.2378,0.1962,0.2715,critical 7314,Senegal,2023,rural,Administration,Junior,17.53,363790,0.3566,234045,0.194,45398,8,0.5406,0.7121,302.18,0.0662,0.3559,0.4203,0.4138,low 7315,Ethiopia,2025,capital,Security,Junior,129.15,1759456,0.3963,1062205,0.1559,165583,3,0.4369,0.711,140.0,0.0706,0.203,0.1845,0.3428,critical 7316,Rwanda,2023,rural,ICT,Junior,13.67,418611,0.2236,325002,0.2501,81288,32,0.707,0.8916,464.91,0.076,0.5159,0.6164,0.5836,moderate 7317,Ethiopia,2023,remote,Agriculture,Mid_Level,122.93,1555155,0.6,622062,0.1,62206,5,0.4557,0.6773,97.22,0.0671,0.2172,0.1928,0.2801,critical 7318,DRC,2021,urban,Education,Junior,95.53,544917,0.5319,255093,0.1059,27015,2,0.556,0.6892,149.36,0.0518,0.1867,0.1778,0.2883,critical 7319,Ethiopia,2018,rural,Security,Junior,108.65,1385494,0.575,588830,0.1211,71293,4,0.506,0.6995,138.85,0.0515,0.2023,0.1828,0.29,critical 7320,Uganda,2021,capital,Health,Director,44.58,404797,0.3375,268180,0.211,56592,8,0.4874,0.798,529.92,0.0557,0.3115,0.3446,0.4237,low 7321,Mozambique,2022,remote,Health,Junior,31.29,307028,0.6,122811,0.1,12281,4,0.5742,0.6651,148.49,0.0628,0.2057,0.1982,0.2752,critical 7322,Ghana,2022,capital,Education,Senior,32.62,937386,0.2441,708586,0.3071,217636,14,0.628,0.6764,419.74,0.0612,0.3145,0.4674,0.4804,low 7323,Kenya,2023,urban,Health,Mid_Level,53.87,2082899,0.2314,1600833,0.3518,563120,14,0.6087,0.8986,583.29,0.0761,0.4973,0.7112,0.5707,moderate 7324,Kenya,2018,urban,Security,Mid_Level,48.55,1899150,0.2295,1463300,0.3452,505083,20,0.6111,0.9287,447.22,0.0952,0.4562,0.5703,0.5709,moderate 7325,Tanzania,2024,remote,Education,Junior,67.0,1076358,0.4345,608653,0.1127,68594,7,0.4716,0.7252,295.15,0.069,0.3268,0.468,0.3753,low 7326,Botswana,2018,capital,Agriculture,Senior,2.38,119445,0.1866,97160,0.3939,38276,27,0.5209,0.7719,834.37,0.0701,0.5628,0.6577,0.6072,moderate 7327,Ghana,2019,remote,Education,Junior,30.64,681535,0.5216,326026,0.1586,51720,14,0.5403,0.769,279.11,0.0716,0.3558,0.3634,0.3815,low 7328,DRC,2018,urban,Health,Junior,86.92,523298,0.4331,296632,0.1015,30108,2,0.5121,0.5882,120.56,0.0627,0.1927,0.2338,0.303,critical 7329,DRC,2025,remote,Administration,Junior,108.36,616174,0.6,246469,0.1,24646,4,0.5679,0.6973,99.94,0.057,0.2288,0.2218,0.2846,critical 7330,Senegal,2024,capital,Health,Senior,18.0,422799,0.2442,319532,0.3049,97409,14,0.5564,0.7985,349.48,0.0685,0.3743,0.408,0.4982,low 7331,Mozambique,2020,remote,Justice,Mid_Level,29.66,303451,0.6,121380,0.1,12138,4,0.4674,0.6395,149.76,0.0614,0.218,0.2016,0.2729,critical 7332,Kenya,2020,capital,ICT,Junior,50.61,1779778,0.1672,1482273,0.3381,501108,22,0.6266,0.8933,608.03,0.0933,0.5285,0.7074,0.6053,moderate 7333,DRC,2025,urban,Security,Junior,108.36,596619,0.4638,319931,0.1168,37363,4,0.4953,0.6166,122.74,0.0562,0.1914,0.1726,0.3021,critical 7334,Senegal,2021,urban,Education,Junior,16.62,360076,0.2168,282024,0.2418,68194,9,0.5552,0.8067,251.39,0.0693,0.3945,0.3967,0.4789,low 7335,Tanzania,2019,urban,Education,Junior,57.79,922613,0.3188,628439,0.2348,147584,9,0.5109,0.7046,234.22,0.0549,0.3915,0.4532,0.4417,low 7336,Nigeria,2018,rural,Finance,Mid_Level,198.33,3952948,0.396,2387594,0.1628,388731,12,0.5826,0.6836,263.19,0.0528,0.3711,0.3688,0.3982,low 7337,Senegal,2025,capital,Social_Services,Junior,18.49,398717,0.2277,307936,0.2678,82456,9,0.495,0.8236,232.74,0.0611,0.3965,0.3469,0.4804,low 7338,Ethiopia,2022,remote,Agriculture,Junior,119.93,1591783,0.6,636713,0.1,63671,3,0.5319,0.7088,154.29,0.0685,0.206,0.2073,0.2801,critical 7339,Senegal,2023,capital,Infrastructure,Junior,17.53,429899,0.2353,328753,0.2355,77418,8,0.5588,0.8056,259.41,0.0687,0.333,0.3544,0.4596,low 7340,Rwanda,2025,capital,Education,Junior,14.34,431718,0.1329,374329,0.3271,122426,21,0.5741,0.9247,640.66,0.0811,0.4384,0.7237,0.6059,moderate 7341,Ethiopia,2020,capital,Social_Services,Junior,114.15,1186450,0.3967,715818,0.1537,110009,5,0.5959,0.6464,149.8,0.0643,0.1878,0.2301,0.3405,critical 7342,Tanzania,2024,urban,Infrastructure,Junior,67.0,1060096,0.2707,773092,0.2302,177985,6,0.518,0.7593,250.77,0.0656,0.3187,0.4761,0.4483,low 7343,Ethiopia,2021,rural,Administration,Junior,117.0,1609590,0.6,643836,0.1042,67084,5,0.4877,0.6835,141.58,0.0573,0.2217,0.1769,0.2809,critical 7344,Kenya,2020,urban,Education,Mid_Level,50.61,1583635,0.2163,1241163,0.2877,357045,16,0.5757,0.7819,529.07,0.0908,0.5552,0.6979,0.5505,moderate 7345,DRC,2023,remote,Administration,Mid_Level,101.74,541415,0.6,216566,0.1,21656,5,0.5577,0.6653,103.14,0.056,0.1961,0.1995,0.2769,critical 7346,Botswana,2021,urban,Health,Junior,2.49,124146,0.1594,104354,0.3142,32793,23,0.5476,0.8554,388.95,0.0948,0.5142,0.6083,0.5868,moderate 7347,Botswana,2025,rural,Health,Director,2.64,103133,0.2992,72274,0.2446,17677,16,0.5754,0.8393,1171.52,0.0928,0.4178,0.5936,0.5034,moderate 7348,Senegal,2019,capital,Health,Junior,15.76,310979,0.1911,251547,0.2741,68954,8,0.6029,0.7209,258.54,0.0672,0.3759,0.3253,0.469,low 7349,Uganda,2021,rural,Administration,Mid_Level,44.58,344525,0.5552,153240,0.151,23135,7,0.5904,0.7217,316.61,0.0649,0.3906,0.4739,0.3611,low 7350,South Africa,2018,rural,Education,Junior,59.11,3123681,0.3635,1988374,0.2253,448020,25,0.6698,0.9307,436.08,0.0792,0.5436,0.673,0.5392,moderate 7351,Mozambique,2024,capital,Infrastructure,Director,33.0,356244,0.3211,241844,0.1648,39854,5,0.5412,0.6328,366.68,0.0685,0.2371,0.2032,0.3624,low 7352,Uganda,2022,capital,Security,Director,46.01,407527,0.3427,267853,0.1943,52030,6,0.5752,0.7576,527.7,0.0624,0.3326,0.4167,0.4164,low 7353,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,923458,0.4658,493285,0.1357,66961,6,0.461,0.7055,239.54,0.0491,0.3314,0.4415,0.3656,low 7354,Nigeria,2023,capital,Social_Services,Junior,224.39,4919430,0.2891,3497328,0.2839,992846,12,0.5169,0.7654,241.33,0.0589,0.3438,0.4233,0.4702,low 7355,Senegal,2021,rural,Education,Senior,16.62,410838,0.3484,267699,0.1834,49098,11,0.5246,0.738,377.07,0.0554,0.3266,0.4046,0.4201,low 7356,Kenya,2023,urban,Education,Junior,53.87,2001856,0.2255,1550456,0.3319,514539,19,0.5298,0.8342,517.04,0.0947,0.4429,0.6765,0.5612,moderate 7357,South Africa,2021,urban,Justice,Mid_Level,60.54,3238059,0.2116,2552944,0.304,776192,20,0.6397,0.8497,519.23,0.0958,0.4523,0.6572,0.5615,moderate 7358,Uganda,2024,remote,Social_Services,Mid_Level,49.0,409536,0.6,163814,0.1005,16463,8,0.5389,0.7233,241.41,0.0701,0.3588,0.4675,0.3363,critical 7359,Botswana,2025,rural,Health,Director,2.64,127684,0.2431,96645,0.2652,25628,16,0.6269,0.9225,958.05,0.0884,0.4949,0.5594,0.5393,moderate 7360,Ghana,2023,rural,Infrastructure,Junior,33.3,948760,0.3578,609289,0.2224,135532,11,0.5525,0.7549,198.18,0.0703,0.3654,0.4535,0.4388,low 7361,Ghana,2018,capital,Finance,Director,30.01,832865,0.2701,607870,0.3173,192872,13,0.5835,0.7336,768.54,0.0562,0.3379,0.3467,0.4728,low 7362,Rwanda,2018,capital,Health,Mid_Level,12.14,343351,0.1382,295899,0.3491,103291,22,0.5309,0.7834,616.04,0.075,0.4751,0.7385,0.5966,moderate 7363,Ethiopia,2020,rural,Education,Junior,114.15,1485651,0.6,594260,0.1002,59517,4,0.5603,0.7142,110.61,0.058,0.2284,0.1641,0.2814,critical 7364,Kenya,2022,urban,Health,Mid_Level,52.76,2117528,0.2267,1637536,0.3078,503965,20,0.5533,0.7875,455.08,0.0693,0.4872,0.7739,0.5645,moderate 7365,Senegal,2024,rural,Education,Junior,18.0,417388,0.2755,302392,0.1809,54707,13,0.6157,0.7449,179.36,0.0704,0.3544,0.427,0.4487,low 7366,Kenya,2025,capital,Social_Services,Director,56.15,1746523,0.2152,1370655,0.3845,527082,14,0.5708,0.8385,1455.33,0.095,0.5622,0.6656,0.5759,moderate 7367,Kenya,2023,remote,Health,Junior,53.87,1855886,0.3753,1159389,0.1603,185834,16,0.6344,0.7676,421.98,0.0958,0.4482,0.7144,0.4677,low 7368,Senegal,2018,capital,Education,Mid_Level,15.34,353788,0.1965,284283,0.2608,74130,13,0.4913,0.675,243.78,0.0711,0.3881,0.3621,0.4749,low 7369,South Africa,2019,urban,ICT,Senior,59.58,3465325,0.2402,2632904,0.3264,859298,14,0.5618,0.8465,621.22,0.0677,0.5117,0.6438,0.5491,moderate 7370,Mozambique,2023,capital,Health,Junior,32.13,341079,0.3077,236134,0.1583,37379,5,0.5815,0.6555,138.89,0.0615,0.216,0.1785,0.3629,low 7371,Kenya,2020,rural,ICT,Junior,50.61,1780044,0.2439,1345922,0.2041,274695,18,0.4984,0.8896,382.5,0.066,0.4471,0.7525,0.5385,moderate 7372,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1265261,0.6,506104,0.1281,64833,4,0.4662,0.5892,129.61,0.051,0.2328,0.2089,0.2746,critical 7373,Tanzania,2024,rural,Justice,Executive,67.0,1239835,0.3657,786393,0.1616,127100,9,0.489,0.7212,1094.0,0.0593,0.3306,0.4132,0.404,low 7374,Kenya,2020,remote,Justice,Junior,50.61,1688603,0.3054,1172849,0.1556,182526,14,0.4888,0.8203,366.3,0.0884,0.4437,0.5468,0.4696,low 7375,DRC,2024,rural,Finance,Senior,105.0,613611,0.6,245444,0.1,24544,3,0.443,0.6655,164.84,0.0536,0.2299,0.2076,0.2761,critical 7376,Nigeria,2025,urban,Agriculture,Senior,235.75,4620082,0.3694,2913496,0.2131,620978,7,0.5473,0.7225,309.8,0.0713,0.3222,0.4667,0.4157,low 7377,Rwanda,2023,capital,Administration,Junior,13.67,428424,0.1355,370367,0.3218,119174,24,0.5366,0.9207,536.86,0.0811,0.5183,0.7529,0.6218,moderate 7378,Ghana,2023,remote,Education,Director,33.3,878785,0.421,508786,0.1524,77546,13,0.5361,0.7569,478.8,0.054,0.2981,0.3517,0.3939,low 7379,Ethiopia,2025,urban,Infrastructure,Mid_Level,129.15,1647188,0.4627,885065,0.1371,121382,5,0.5421,0.6381,155.34,0.057,0.1801,0.172,0.312,critical 7380,Botswana,2025,rural,Social_Services,Director,2.64,126008,0.2187,98453,0.2967,29212,18,0.604,0.7706,1129.91,0.0805,0.5192,0.7417,0.5562,moderate 7381,Senegal,2018,rural,Justice,Senior,15.34,340130,0.3351,226136,0.1584,35815,13,0.4933,0.7649,327.93,0.0508,0.3216,0.3222,0.4174,low 7382,Uganda,2019,urban,Agriculture,Junior,41.86,313259,0.433,177624,0.1752,31114,6,0.5337,0.7464,231.7,0.0642,0.3272,0.3823,0.3835,low 7383,Mozambique,2022,urban,Education,Director,31.29,290661,0.4044,173118,0.1222,21152,7,0.5781,0.6115,245.91,0.0572,0.2055,0.1926,0.3285,critical 7384,Nigeria,2021,urban,Education,Junior,213.58,4008721,0.3439,2630200,0.2017,530458,8,0.5394,0.7228,261.72,0.0681,0.3885,0.3396,0.4157,low 7385,Rwanda,2019,rural,Infrastructure,Junior,12.43,417931,0.2302,321715,0.2011,64682,21,0.6683,0.8386,415.79,0.0697,0.4351,0.7028,0.5348,moderate 7386,Kenya,2023,rural,Administration,Senior,53.87,1637465,0.2346,1253269,0.1998,250443,15,0.5369,0.9096,754.45,0.0865,0.4354,0.5574,0.5145,moderate 7387,Nigeria,2018,capital,Education,Mid_Level,198.33,4156758,0.3298,2785836,0.2729,760195,8,0.4641,0.7363,317.34,0.0599,0.3813,0.4632,0.4507,low 7388,Tanzania,2022,capital,Justice,Mid_Level,63.15,1295563,0.2742,940256,0.2643,248502,8,0.6101,0.7393,208.13,0.0604,0.2992,0.437,0.452,low 7389,Senegal,2023,remote,Security,Junior,17.53,430554,0.4105,253813,0.1388,35228,10,0.5279,0.7317,294.34,0.0481,0.3166,0.4397,0.3925,low 7390,Uganda,2021,urban,Security,Junior,44.58,376960,0.4495,207524,0.1866,38725,8,0.5248,0.7377,178.59,0.0716,0.3483,0.4597,0.3957,low 7391,Mozambique,2021,urban,Justice,Senior,30.47,341112,0.4776,178186,0.147,26195,4,0.4647,0.6598,188.0,0.0637,0.2184,0.1687,0.315,critical 7392,Senegal,2025,urban,Security,Mid_Level,18.49,371742,0.2344,284600,0.2135,60751,7,0.4726,0.6925,282.58,0.0598,0.3383,0.3466,0.4346,low 7393,Botswana,2021,rural,Administration,Junior,2.49,119068,0.2869,84905,0.2603,22099,19,0.5534,0.8359,566.96,0.073,0.4382,0.6676,0.5268,moderate 7394,Uganda,2018,urban,Security,Junior,40.56,277347,0.4675,147685,0.1847,27280,6,0.5561,0.7005,278.57,0.0627,0.3199,0.3783,0.3692,low 7395,Rwanda,2025,rural,Social_Services,Junior,14.34,447302,0.1995,358051,0.2307,82603,32,0.6562,0.8033,557.99,0.0958,0.5186,0.6809,0.5782,moderate 7396,DRC,2022,rural,ICT,Junior,98.59,529774,0.6,211909,0.1,21190,4,0.4793,0.6857,146.88,0.053,0.236,0.1689,0.2783,critical 7397,Rwanda,2020,capital,Education,Mid_Level,12.73,346137,0.1404,297539,0.3924,116762,18,0.584,0.8693,434.66,0.0895,0.5552,0.6098,0.6049,moderate 7398,DRC,2024,urban,Education,Mid_Level,105.0,635956,0.6,254382,0.1138,28952,4,0.492,0.6137,134.98,0.0495,0.2328,0.2332,0.2771,critical 7399,Uganda,2022,capital,Education,Junior,46.01,338443,0.3817,209246,0.1802,37708,6,0.5406,0.7984,278.68,0.0627,0.3159,0.445,0.4105,low 7400,DRC,2020,rural,Education,Junior,92.57,621269,0.6,248507,0.1,24850,4,0.4743,0.6371,106.12,0.0661,0.2172,0.1986,0.2721,critical 7401,DRC,2024,urban,Education,Senior,105.0,596972,0.5197,286742,0.1173,33635,5,0.4961,0.6678,224.7,0.0547,0.2283,0.219,0.3068,critical 7402,Ethiopia,2024,remote,Finance,Junior,126.0,1519959,0.6,607983,0.1,60798,4,0.48,0.636,97.92,0.0684,0.2244,0.2107,0.2739,critical 7403,South Africa,2018,urban,Security,Junior,59.11,3448235,0.295,2430950,0.3526,857070,15,0.5129,0.7685,435.64,0.0899,0.4608,0.7317,0.5364,moderate 7404,Mozambique,2024,remote,Social_Services,Junior,33.0,341212,0.6,136484,0.1,13648,7,0.6015,0.6339,144.57,0.0718,0.2382,0.1807,0.2795,critical 7405,Botswana,2018,capital,Health,Junior,2.38,103020,0.1887,83581,0.3847,32151,27,0.6411,0.7794,645.36,0.0729,0.52,0.7267,0.6081,moderate 7406,Uganda,2020,remote,Social_Services,Senior,43.2,385425,0.6,154170,0.1122,17302,7,0.5584,0.7857,405.25,0.0683,0.3228,0.3246,0.3282,critical 7407,Ethiopia,2023,capital,Education,Junior,122.93,1407149,0.5023,700373,0.1777,124444,3,0.585,0.7093,135.42,0.0667,0.1891,0.2029,0.3219,critical 7408,Tanzania,2021,rural,Security,Junior,61.31,1032137,0.4553,562196,0.1462,82219,8,0.565,0.7825,231.81,0.0713,0.3341,0.3619,0.3797,low 7409,DRC,2018,urban,Security,Junior,86.92,443455,0.5163,214506,0.1151,24681,3,0.4465,0.6791,107.99,0.0535,0.2032,0.1921,0.2986,critical 7410,Tanzania,2020,rural,Security,Junior,59.53,1023647,0.4072,606838,0.1725,104671,8,0.4566,0.802,282.38,0.0615,0.3591,0.4406,0.4116,low 7411,Nigeria,2022,rural,ICT,Junior,218.92,4552395,0.5018,2267958,0.1502,340738,12,0.5138,0.7905,268.64,0.0612,0.3948,0.3882,0.389,low 7412,Ethiopia,2021,rural,Administration,Executive,117.0,1593613,0.6,637445,0.1114,71011,4,0.5852,0.6043,346.77,0.0608,0.2164,0.2144,0.2716,critical 7413,DRC,2021,remote,Security,Senior,95.53,635094,0.6,254037,0.1,25403,3,0.4673,0.6094,178.61,0.0519,0.1981,0.178,0.2615,critical 7414,Senegal,2024,rural,Social_Services,Junior,18.0,419904,0.2606,310456,0.1724,53511,7,0.5715,0.7106,263.59,0.0495,0.299,0.4705,0.429,low 7415,Uganda,2025,capital,ICT,Junior,50.57,366180,0.353,236920,0.2186,51788,6,0.5152,0.6927,318.83,0.0511,0.3043,0.3438,0.4001,low 7416,Ethiopia,2019,capital,Education,Junior,111.37,1217750,0.3718,764999,0.1433,109650,3,0.5398,0.6857,100.7,0.065,0.2042,0.1872,0.3424,critical 7417,Uganda,2023,rural,Agriculture,Mid_Level,47.48,375696,0.4991,188171,0.1523,28661,8,0.5755,0.8066,312.91,0.0699,0.3735,0.3777,0.3794,low 7418,DRC,2023,remote,Health,Junior,101.74,634769,0.6,253907,0.1,25390,3,0.4702,0.6736,139.28,0.0529,0.2056,0.1708,0.2712,critical 7419,DRC,2018,capital,Finance,Senior,86.92,496335,0.5163,240085,0.1283,30801,3,0.4611,0.6086,195.74,0.0558,0.222,0.2085,0.2948,critical 7420,Tanzania,2023,rural,Finance,Junior,65.05,1221548,0.4664,651796,0.1612,105100,10,0.4953,0.6875,268.8,0.057,0.3649,0.3426,0.3726,low 7421,Botswana,2021,rural,Education,Director,2.49,114515,0.2803,82420,0.2568,21164,21,0.5706,0.8927,991.01,0.0794,0.4229,0.7177,0.5446,moderate 7422,Tanzania,2018,urban,Education,Junior,56.11,893842,0.3259,602497,0.198,119270,9,0.602,0.757,255.42,0.0514,0.3691,0.3688,0.4278,low 7423,Ethiopia,2021,urban,Education,Junior,117.0,1466765,0.5376,678222,0.1356,91968,4,0.4927,0.5956,106.14,0.0583,0.2302,0.1636,0.2882,critical 7424,Ethiopia,2021,urban,ICT,Director,117.0,1591730,0.4434,885933,0.1434,127062,3,0.5733,0.6225,338.53,0.053,0.1941,0.2105,0.3163,critical 7425,Kenya,2023,urban,Finance,Mid_Level,53.87,2164939,0.2145,1700649,0.2913,495402,13,0.6186,0.7977,649.01,0.0738,0.4791,0.6815,0.5374,moderate 7426,Botswana,2022,capital,Education,Senior,2.52,115595,0.2013,92321,0.4395,40571,28,0.6271,0.8321,829.9,0.0792,0.5375,0.5873,0.6168,moderate 7427,Nigeria,2018,urban,Education,Mid_Level,198.33,3851947,0.3008,2693293,0.2568,691650,11,0.6206,0.7495,225.18,0.0619,0.3099,0.4,0.4499,low 7428,Kenya,2025,rural,Administration,Junior,56.15,1681634,0.2961,1183743,0.2445,289482,15,0.5632,0.8347,546.15,0.0923,0.5194,0.6606,0.5178,moderate 7429,Rwanda,2023,rural,Health,Senior,13.67,459485,0.18,376776,0.2442,92003,17,0.5689,0.867,634.76,0.0682,0.4567,0.7365,0.5579,moderate 7430,Rwanda,2022,urban,Social_Services,Director,13.35,415960,0.1411,357268,0.3243,115876,22,0.5118,0.9338,942.4,0.0741,0.4571,0.593,0.5959,moderate 7431,Rwanda,2019,urban,Justice,Junior,12.43,405698,0.1661,338328,0.3715,125704,25,0.666,0.8262,561.81,0.0713,0.4278,0.7087,0.6014,moderate 7432,Kenya,2023,urban,Social_Services,Mid_Level,53.87,1886807,0.208,1494327,0.3328,497268,14,0.5136,0.8152,547.54,0.0933,0.426,0.5757,0.5386,moderate 7433,Ethiopia,2019,capital,Justice,Director,111.37,1392881,0.4244,801727,0.1883,150937,6,0.5012,0.6065,254.11,0.0668,0.2262,0.1992,0.3395,critical 7434,Rwanda,2018,rural,Agriculture,Junior,12.14,411532,0.1885,333960,0.2201,73519,21,0.6598,0.9154,548.91,0.0781,0.4367,0.7418,0.5656,moderate 7435,Senegal,2018,capital,Finance,Mid_Level,15.34,351110,0.2212,273440,0.2658,72693,10,0.4996,0.7059,212.53,0.0488,0.3208,0.3385,0.458,low 7436,DRC,2024,rural,Education,Mid_Level,105.0,690625,0.6,276250,0.1,27625,3,0.4671,0.7085,93.72,0.0712,0.2362,0.199,0.2823,critical 7437,Botswana,2021,capital,Administration,Mid_Level,2.49,95646,0.157,80634,0.4125,33258,22,0.5568,0.8429,455.19,0.0934,0.4458,0.6252,0.6024,moderate 7438,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,127099,0.1842,103685,0.3327,34493,26,0.6398,0.9124,443.83,0.0735,0.4167,0.5279,0.5834,moderate 7439,Nigeria,2021,rural,Health,Junior,213.58,4123392,0.4961,2077592,0.1479,307217,10,0.5164,0.7097,322.3,0.0684,0.3184,0.3905,0.3653,low 7440,Tanzania,2020,urban,Education,Junior,59.53,1064634,0.3157,728559,0.2088,152099,7,0.546,0.796,223.78,0.0694,0.3126,0.3825,0.4297,low 7441,Nigeria,2018,rural,Administration,Mid_Level,198.33,3882242,0.4625,2086535,0.181,377650,9,0.5909,0.7249,224.27,0.0685,0.3792,0.3252,0.3813,low 7442,Kenya,2021,rural,Infrastructure,Junior,51.68,1847097,0.2235,1434336,0.2039,292397,12,0.6105,0.8628,463.77,0.0783,0.4888,0.5476,0.5081,moderate 7443,Tanzania,2021,urban,Agriculture,Junior,61.31,1220560,0.2869,870420,0.1976,172028,9,0.5263,0.7021,303.49,0.0625,0.3793,0.4511,0.4385,low 7444,Ethiopia,2021,remote,Health,Junior,117.0,1277717,0.6,511086,0.1,51108,3,0.4687,0.6109,140.14,0.0686,0.1857,0.1684,0.2595,critical 7445,Botswana,2018,urban,Finance,Senior,2.38,118006,0.1705,97881,0.3517,34420,18,0.5366,0.8892,714.79,0.0849,0.4967,0.7446,0.5978,moderate 7446,Uganda,2022,capital,Administration,Mid_Level,46.01,354906,0.3154,242974,0.2202,53500,7,0.5131,0.7228,270.79,0.0506,0.3514,0.4785,0.4351,low 7447,Kenya,2025,capital,Finance,Senior,56.15,2040958,0.1628,1708771,0.3145,537416,12,0.6077,0.7836,669.68,0.0754,0.5401,0.5247,0.542,moderate 7448,Senegal,2019,remote,Education,Junior,15.76,352660,0.3618,225073,0.1411,31757,13,0.6203,0.7999,314.4,0.0701,0.3189,0.4175,0.421,low 7449,Ghana,2021,urban,Education,Mid_Level,31.94,763194,0.2481,573880,0.2611,149853,14,0.5895,0.7108,306.82,0.0496,0.3316,0.3335,0.4614,low 7450,Ghana,2022,remote,Health,Mid_Level,32.62,883155,0.4645,472908,0.1632,77187,12,0.5288,0.6928,260.14,0.0527,0.3682,0.4383,0.3892,low 7451,Nigeria,2021,urban,Justice,Mid_Level,213.58,3974040,0.3799,2464208,0.256,630835,10,0.4713,0.749,321.08,0.0672,0.3788,0.4111,0.4353,low 7452,Rwanda,2020,capital,Finance,Junior,12.73,427120,0.1275,372653,0.3581,133430,27,0.5766,0.9119,362.15,0.0881,0.4833,0.5759,0.6178,moderate 7453,Ethiopia,2020,capital,Health,Mid_Level,114.15,1172951,0.4997,586822,0.1551,91001,6,0.5905,0.638,128.27,0.0579,0.1987,0.2381,0.3182,critical 7454,Botswana,2024,capital,Education,Mid_Level,2.6,106309,0.1752,87683,0.368,32267,20,0.5305,0.8359,494.56,0.085,0.4829,0.7395,0.5958,moderate 7455,Rwanda,2018,urban,Administration,Junior,12.14,395626,0.1297,344331,0.312,107423,30,0.5654,0.7901,437.09,0.0761,0.5083,0.6406,0.604,moderate 7456,Mozambique,2024,remote,Social_Services,Senior,33.0,359054,0.6,143621,0.1,14362,4,0.5778,0.6968,203.37,0.0667,0.2371,0.2257,0.2858,critical 7457,Ghana,2022,remote,Finance,Senior,32.62,870585,0.5261,412608,0.1358,56022,11,0.5255,0.7807,385.6,0.0524,0.3369,0.4542,0.3761,low 7458,Botswana,2022,rural,Health,Mid_Level,2.52,126775,0.292,89757,0.3039,27281,27,0.57,0.8332,558.48,0.0711,0.529,0.692,0.5676,moderate 7459,DRC,2022,remote,Security,Junior,98.59,508635,0.6,203454,0.1,20345,3,0.5206,0.6718,124.18,0.0652,0.2086,0.2305,0.2772,critical 7460,DRC,2023,rural,Social_Services,Junior,101.74,696400,0.6,278560,0.1,27856,3,0.5463,0.6022,107.85,0.0546,0.1794,0.1721,0.258,critical 7461,Mozambique,2021,capital,Administration,Junior,30.47,269240,0.3562,173346,0.1564,27119,6,0.4753,0.6096,101.75,0.0694,0.2085,0.224,0.3498,critical 7462,Botswana,2024,rural,Finance,Director,2.6,104708,0.2204,81628,0.2683,21904,19,0.6289,0.8182,1536.55,0.0884,0.5232,0.6654,0.5511,moderate 7463,Senegal,2025,remote,Education,Junior,18.49,451369,0.3282,303242,0.14,42451,13,0.4713,0.7106,295.89,0.0653,0.3269,0.3697,0.4117,low 7464,Tanzania,2025,capital,Infrastructure,Junior,69.01,1244175,0.2558,925874,0.2144,198512,10,0.5547,0.7578,316.27,0.064,0.3456,0.452,0.4581,low 7465,Mozambique,2025,capital,Education,Mid_Level,33.89,358119,0.3339,238555,0.1496,35685,5,0.487,0.6193,131.8,0.0679,0.2341,0.1621,0.3489,critical 7466,Kenya,2020,rural,Agriculture,Senior,50.61,2001649,0.2299,1541419,0.1972,303901,18,0.5649,0.8124,640.43,0.0841,0.4532,0.5443,0.5084,moderate 7467,Senegal,2025,rural,Social_Services,Junior,18.49,360981,0.3545,232995,0.1762,41055,13,0.6071,0.7218,304.51,0.0503,0.2991,0.3757,0.4137,low 7468,Ghana,2025,rural,Agriculture,Mid_Level,34.71,746804,0.3594,478386,0.2067,98881,13,0.5593,0.7438,296.28,0.0582,0.3749,0.4023,0.4336,low 7469,Ghana,2025,capital,Security,Junior,34.71,981989,0.2736,713341,0.2821,201217,14,0.486,0.7733,312.18,0.0485,0.3378,0.3571,0.4726,low 7470,Ethiopia,2021,rural,Education,Junior,117.0,1390916,0.5686,600026,0.1227,73610,3,0.5468,0.6072,120.41,0.0685,0.2095,0.1749,0.2755,critical 7471,Senegal,2018,rural,Infrastructure,Director,15.34,378383,0.3453,247745,0.1558,38589,11,0.4888,0.6902,758.62,0.0522,0.382,0.3548,0.4073,low 7472,Ghana,2019,urban,Education,Senior,30.64,872954,0.2769,631206,0.2493,157343,14,0.5252,0.7367,338.64,0.0698,0.3081,0.3298,0.4524,low 7473,Nigeria,2020,rural,Health,Mid_Level,208.37,4714425,0.465,2522031,0.1644,414732,11,0.5951,0.7724,237.74,0.0512,0.3403,0.402,0.3924,low 7474,Mozambique,2022,rural,Administration,Director,31.29,310404,0.4979,155869,0.1,15586,6,0.4482,0.6084,350.59,0.0501,0.1878,0.2392,0.2995,critical 7475,Senegal,2023,rural,Agriculture,Mid_Level,17.53,381027,0.2827,273296,0.2034,55589,13,0.5,0.7862,213.73,0.0668,0.3756,0.4237,0.4605,low 7476,Botswana,2023,rural,Infrastructure,Junior,2.56,116542,0.2756,84424,0.257,21699,28,0.6082,0.815,623.86,0.0795,0.4259,0.596,0.5398,moderate 7477,Mozambique,2019,remote,Education,Mid_Level,28.88,280062,0.6,112024,0.1,11202,5,0.4691,0.6837,112.44,0.0674,0.2068,0.2397,0.2847,critical 7478,Tanzania,2025,remote,Infrastructure,Junior,69.01,1257929,0.4756,659652,0.1024,67559,8,0.571,0.7719,295.63,0.0703,0.378,0.4158,0.3719,low 7479,Senegal,2023,rural,Education,Junior,17.53,400018,0.3878,244880,0.167,40901,13,0.5495,0.7659,247.16,0.0554,0.3932,0.374,0.4189,low 7480,Senegal,2018,urban,Security,Mid_Level,15.34,311502,0.2878,221865,0.252,55914,13,0.5774,0.6811,282.28,0.0579,0.3597,0.419,0.4536,low 7481,Botswana,2025,capital,Agriculture,Junior,2.64,106638,0.1649,89050,0.4357,38800,17,0.4876,0.8449,387.85,0.0797,0.4268,0.7408,0.6037,moderate 7482,Nigeria,2019,urban,Education,Mid_Level,203.29,3623267,0.3119,2493290,0.2168,540436,12,0.6033,0.7146,273.72,0.0684,0.3737,0.4399,0.4448,low 7483,Senegal,2025,rural,Health,Junior,18.49,420904,0.388,257602,0.1797,46292,13,0.5021,0.7356,208.2,0.0654,0.3779,0.3599,0.4145,low 7484,DRC,2023,rural,ICT,Junior,101.74,635543,0.6,254217,0.1,25421,3,0.4365,0.6913,91.2,0.0535,0.2231,0.218,0.2803,critical 7485,Ghana,2018,rural,Agriculture,Junior,30.01,829775,0.3815,513218,0.2075,106493,16,0.531,0.7944,316.7,0.0539,0.3674,0.3986,0.4423,low 7486,Senegal,2023,rural,Finance,Mid_Level,17.53,346244,0.3778,215442,0.1717,36992,11,0.5565,0.7271,189.43,0.051,0.3428,0.4356,0.4129,low 7487,DRC,2019,remote,Security,Senior,89.7,577605,0.6,231042,0.1,23104,5,0.4453,0.7125,227.51,0.0561,0.2095,0.1936,0.2847,critical 7488,DRC,2021,urban,Security,Junior,95.53,511223,0.4325,290133,0.1,29013,4,0.529,0.5897,152.7,0.0561,0.2357,0.2071,0.3096,critical 7489,Mozambique,2023,remote,Administration,Mid_Level,32.13,278630,0.6,111452,0.1,11145,5,0.5462,0.6832,126.93,0.0663,0.1817,0.2277,0.2809,critical 7490,DRC,2022,urban,Education,Mid_Level,98.59,632876,0.5969,255139,0.1147,29268,3,0.5074,0.6471,85.04,0.0609,0.2157,0.2145,0.277,critical 7491,Mozambique,2018,urban,Agriculture,Senior,28.12,253396,0.4128,148806,0.1398,20799,6,0.5424,0.6471,181.64,0.0536,0.1802,0.2261,0.3345,critical 7492,Botswana,2021,urban,Administration,Junior,2.49,116642,0.1555,98501,0.3611,35569,17,0.6529,0.8974,442.71,0.0935,0.5569,0.6118,0.5954,moderate 7493,Ethiopia,2022,urban,Social_Services,Junior,119.93,1239576,0.5608,544377,0.1566,85236,4,0.5142,0.6886,97.23,0.0591,0.2296,0.1942,0.3046,critical 7494,Kenya,2024,urban,Education,Director,55.0,1968619,0.2121,1551081,0.2736,424315,16,0.5394,0.783,1077.02,0.0825,0.5418,0.7716,0.5542,moderate 7495,Botswana,2025,urban,Social_Services,Senior,2.64,135521,0.2181,105969,0.3263,34580,27,0.5187,0.8513,844.94,0.0824,0.4787,0.7363,0.5938,moderate 7496,Rwanda,2022,rural,Health,Junior,13.35,413342,0.2223,321461,0.2125,68306,30,0.5506,0.7934,578.11,0.075,0.4755,0.7792,0.567,moderate 7497,Ghana,2021,capital,Administration,Mid_Level,31.94,737348,0.2002,589740,0.288,169837,15,0.5604,0.7452,242.02,0.0545,0.3438,0.3444,0.4901,low 7498,Mozambique,2024,urban,Education,Mid_Level,33.0,325790,0.4922,165421,0.1189,19668,5,0.509,0.6468,155.32,0.0551,0.2323,0.1725,0.3067,critical 7499,Ghana,2023,rural,Education,Junior,33.3,845372,0.3856,519432,0.2203,114433,13,0.533,0.8118,244.71,0.0522,0.3984,0.3937,0.4422,low 7500,Nigeria,2020,rural,ICT,Junior,208.37,3852716,0.4704,2040573,0.1729,352841,11,0.6162,0.6769,219.22,0.0506,0.3317,0.3594,0.3738,low 7501,DRC,2023,remote,Security,Mid_Level,101.74,662917,0.6,265166,0.1,26516,3,0.4844,0.5947,136.96,0.0615,0.2156,0.1942,0.2627,critical 7502,DRC,2023,rural,Education,Junior,101.74,601055,0.6,240422,0.1,24042,4,0.5183,0.6321,93.49,0.0685,0.1858,0.1824,0.2666,critical 7503,Senegal,2018,rural,ICT,Junior,15.34,339959,0.3793,211015,0.1853,39101,8,0.5983,0.7295,319.0,0.0515,0.3929,0.4701,0.4172,low 7504,South Africa,2023,rural,Administration,Junior,61.51,3609631,0.3645,2294053,0.2393,549017,14,0.5989,0.8467,591.59,0.0782,0.4315,0.6657,0.4905,low 7505,Ghana,2023,urban,Health,Junior,33.3,776697,0.2906,550981,0.2688,148113,12,0.5338,0.7849,309.38,0.0607,0.3969,0.3601,0.468,low 7506,Botswana,2023,remote,ICT,Junior,2.56,118173,0.2654,86812,0.1897,16467,24,0.6824,0.9144,468.38,0.0745,0.5043,0.526,0.5313,moderate 7507,Uganda,2023,capital,Health,Junior,47.48,352006,0.3963,212494,0.2228,47337,5,0.5035,0.7741,198.38,0.062,0.3453,0.4086,0.4106,low 7508,Ghana,2025,rural,Administration,Junior,34.71,960595,0.3296,644012,0.1864,120014,9,0.5153,0.7554,274.26,0.0586,0.3986,0.4179,0.4317,low 7509,Rwanda,2020,urban,Security,Junior,12.73,410011,0.1333,355337,0.3241,115159,17,0.5096,0.8678,466.97,0.0717,0.4473,0.7514,0.5902,moderate 7510,Kenya,2022,rural,Agriculture,Junior,52.76,1913881,0.2487,1437961,0.2357,338918,17,0.6466,0.8486,604.79,0.0668,0.4359,0.5585,0.516,moderate 7511,Uganda,2025,capital,Administration,Senior,50.57,387032,0.3964,233625,0.2088,48780,7,0.5877,0.6953,297.73,0.0534,0.3671,0.3764,0.3992,low 7512,South Africa,2024,capital,Security,Executive,62.0,3736846,0.2543,2786486,0.3698,1030321,14,0.5828,0.7656,2332.25,0.0737,0.5446,0.5987,0.543,moderate 7513,Tanzania,2022,capital,Administration,Senior,63.15,1159098,0.2213,902548,0.248,223807,10,0.5999,0.7695,315.63,0.0711,0.3552,0.3337,0.466,low 7514,Senegal,2025,remote,Education,Junior,18.49,369752,0.4136,216810,0.1151,24958,14,0.5004,0.8162,288.31,0.0716,0.3046,0.3348,0.3967,low 7515,DRC,2025,capital,Education,Junior,108.36,655170,0.5455,297802,0.1339,39881,3,0.5133,0.6879,93.02,0.0528,0.1965,0.2015,0.2976,critical 7516,Uganda,2025,remote,Social_Services,Junior,50.57,464561,0.6,185824,0.1205,22389,9,0.512,0.6797,269.24,0.0707,0.3018,0.4106,0.3258,critical 7517,Rwanda,2019,urban,Security,Junior,12.43,425544,0.137,367247,0.3113,114306,24,0.5407,0.7947,382.95,0.0875,0.4328,0.7105,0.5871,moderate 7518,South Africa,2020,remote,Security,Junior,60.06,3312331,0.3641,2106419,0.1744,367349,16,0.5872,0.7761,501.33,0.0834,0.5364,0.5412,0.4668,low 7519,South Africa,2025,urban,Education,Junior,62.5,3454111,0.272,2514671,0.308,774441,17,0.4996,0.9125,422.58,0.0786,0.5109,0.5702,0.5465,moderate 7520,Ethiopia,2023,rural,Security,Mid_Level,122.93,1359827,0.5062,671543,0.1008,67677,5,0.5261,0.693,93.83,0.0498,0.2167,0.2094,0.3077,critical 7521,Ghana,2024,urban,Health,Director,34.0,810481,0.2723,589797,0.2432,143453,10,0.6202,0.6943,748.37,0.0647,0.3796,0.3448,0.4443,low 7522,Ethiopia,2022,capital,Security,Junior,119.93,1235279,0.5034,613482,0.1464,89810,4,0.4977,0.6452,110.2,0.0663,0.1946,0.1738,0.3044,critical 7523,DRC,2022,rural,Education,Junior,98.59,622246,0.6,248898,0.1,24889,3,0.5714,0.6138,109.44,0.062,0.1788,0.1624,0.2587,critical 7524,Kenya,2019,rural,Health,Mid_Level,49.57,1682579,0.2361,1285339,0.2056,264321,15,0.5746,0.8986,512.62,0.0746,0.4628,0.7203,0.533,moderate 7525,Tanzania,2018,capital,Agriculture,Mid_Level,56.11,1062109,0.2287,819169,0.2703,221414,11,0.5697,0.7168,293.89,0.0607,0.3771,0.3775,0.4709,low 7526,South Africa,2022,capital,Infrastructure,Junior,61.02,2987200,0.2603,2209770,0.4138,914427,18,0.5569,0.7936,598.92,0.0703,0.427,0.6896,0.5641,moderate 7527,Mozambique,2025,remote,Administration,Junior,33.89,384431,0.6,153772,0.1,15377,6,0.5029,0.6825,106.65,0.048,0.1966,0.2268,0.2847,critical 7528,Tanzania,2020,urban,Finance,Mid_Level,59.53,942546,0.3383,623708,0.1952,121778,7,0.5135,0.6991,295.22,0.0603,0.363,0.3803,0.4109,low 7529,Botswana,2024,urban,ICT,Senior,2.6,118452,0.2126,93266,0.319,29751,26,0.5268,0.8213,698.61,0.0653,0.4769,0.6409,0.5766,moderate 7530,Mozambique,2024,urban,Health,Senior,33.0,287285,0.4527,157234,0.1365,21469,6,0.5792,0.6829,152.41,0.0663,0.1939,0.1605,0.3238,critical 7531,Senegal,2020,capital,Administration,Junior,16.18,303314,0.2323,232853,0.2846,66263,13,0.6104,0.7841,222.85,0.0631,0.3684,0.4086,0.4909,low 7532,Kenya,2020,capital,Health,Director,50.61,1821420,0.1735,1505343,0.3206,482557,14,0.5394,0.9085,1385.07,0.0656,0.5216,0.6697,0.5772,moderate 7533,Botswana,2022,urban,ICT,Junior,2.52,127759,0.1571,107690,0.3339,35958,23,0.5312,0.9155,519.34,0.0849,0.5114,0.6747,0.6076,moderate 7534,Kenya,2022,remote,Agriculture,Mid_Level,52.76,1630822,0.3401,1076160,0.1718,184914,15,0.5735,0.9004,573.15,0.0921,0.51,0.5425,0.4857,low 7535,DRC,2022,capital,Finance,Senior,98.59,517431,0.5308,242786,0.1203,29217,4,0.4674,0.5979,210.76,0.0633,0.2378,0.19,0.2899,critical 7536,South Africa,2021,rural,Health,Junior,60.54,3503758,0.3391,2315704,0.2861,662616,15,0.5076,0.7741,632.68,0.0903,0.5598,0.7642,0.5228,moderate 7537,Botswana,2019,rural,Justice,Junior,2.41,108448,0.2565,80636,0.2501,20169,19,0.6264,0.8245,465.61,0.0941,0.5427,0.561,0.53,moderate 7538,Uganda,2019,urban,Security,Junior,41.86,330031,0.3254,222653,0.1891,42095,6,0.5003,0.6832,249.35,0.0628,0.3401,0.3336,0.4008,low 7539,Mozambique,2021,urban,Education,Senior,30.47,346482,0.4511,190167,0.1343,25530,5,0.5765,0.6957,217.74,0.0703,0.2343,0.1908,0.3301,critical 7540,Botswana,2022,urban,Infrastructure,Mid_Level,2.52,124957,0.2138,98244,0.3622,35583,22,0.5963,0.882,505.48,0.089,0.4668,0.6803,0.5891,moderate 7541,South Africa,2025,urban,Health,Mid_Level,62.5,3556734,0.2579,2639367,0.3149,831066,18,0.6281,0.8909,449.23,0.0711,0.4456,0.6182,0.5493,moderate 7542,Botswana,2020,urban,Health,Mid_Level,2.45,112465,0.1532,95238,0.3584,34130,26,0.5662,0.9168,370.72,0.0857,0.4853,0.7134,0.6237,moderate 7543,Ghana,2022,capital,Social_Services,Senior,32.62,871677,0.229,672023,0.2674,179704,9,0.5783,0.7116,401.51,0.0677,0.3484,0.4219,0.4659,low 7544,Kenya,2020,urban,Finance,Mid_Level,50.61,1807830,0.1974,1450923,0.2647,384110,17,0.5574,0.878,404.15,0.0958,0.5535,0.7143,0.5678,moderate 7545,Tanzania,2020,rural,Infrastructure,Mid_Level,59.53,1050973,0.3945,636375,0.1687,107334,8,0.5737,0.7774,264.26,0.057,0.3763,0.4263,0.4104,low 7546,Kenya,2024,urban,Education,Junior,55.0,1949539,0.2235,1513801,0.3216,486796,19,0.5437,0.9294,356.18,0.067,0.5283,0.5894,0.5732,moderate 7547,Nigeria,2019,urban,Health,Mid_Level,203.29,3997547,0.2982,2805627,0.2508,703574,11,0.5733,0.8149,219.7,0.0552,0.3772,0.3526,0.4609,low 7548,South Africa,2025,capital,Health,Junior,62.5,2843957,0.2426,2153881,0.4077,878242,18,0.542,0.8808,501.49,0.0791,0.4819,0.7449,0.5911,moderate 7549,Botswana,2018,urban,Infrastructure,Junior,2.38,99665,0.1856,81164,0.3162,25660,21,0.652,0.8951,432.18,0.0658,0.4746,0.6007,0.5769,moderate 7550,Nigeria,2018,urban,ICT,Executive,198.33,3631525,0.3038,2528400,0.2563,648017,11,0.5876,0.7575,985.88,0.0502,0.3941,0.4603,0.4647,low 7551,Rwanda,2020,capital,Finance,Executive,12.73,376903,0.1648,314793,0.3607,113541,25,0.6388,0.9268,2311.35,0.0943,0.4747,0.5418,0.6022,moderate 7552,Ethiopia,2019,capital,Justice,Junior,111.37,1223393,0.4858,629094,0.1875,117979,3,0.5344,0.6348,104.1,0.0579,0.2157,0.2296,0.3227,critical 7553,Mozambique,2022,remote,Health,Junior,31.29,344358,0.6,137743,0.1,13774,7,0.4522,0.6735,110.75,0.0546,0.2394,0.2057,0.288,critical 7554,South Africa,2025,urban,Social_Services,Junior,62.5,3205820,0.2422,2429406,0.3311,804356,20,0.4959,0.8687,384.68,0.0721,0.5008,0.7661,0.5792,moderate 7555,Nigeria,2024,urban,ICT,Junior,230.0,3939932,0.2962,2772744,0.2214,613992,12,0.6041,0.7563,238.37,0.0498,0.3245,0.4027,0.4475,low 7556,Senegal,2019,rural,Social_Services,Junior,15.76,353660,0.3154,242117,0.1784,43194,8,0.5593,0.7741,222.29,0.0584,0.3875,0.3884,0.4294,low 7557,Uganda,2025,remote,ICT,Junior,50.57,450040,0.6,180016,0.1,18001,7,0.5723,0.7433,291.77,0.0683,0.3449,0.4085,0.3293,critical 7558,Botswana,2023,capital,Social_Services,Junior,2.56,121643,0.1539,102922,0.458,47136,29,0.5525,0.8647,356.54,0.0945,0.5589,0.6373,0.6478,moderate 7559,Ethiopia,2020,rural,Justice,Director,114.15,1336629,0.6,534651,0.1123,60024,4,0.4404,0.698,289.77,0.0646,0.2274,0.1915,0.2847,critical 7560,Botswana,2021,remote,Social_Services,Senior,2.49,99825,0.2821,71666,0.2291,16421,21,0.5039,0.907,541.59,0.0758,0.4706,0.602,0.5326,moderate 7561,Kenya,2024,capital,Health,Mid_Level,55.0,2191018,0.148,1866759,0.3671,685270,22,0.5013,0.8028,366.88,0.0815,0.5566,0.7375,0.6096,moderate 7562,Ethiopia,2022,remote,Finance,Executive,119.93,1311211,0.6,524484,0.1,52448,3,0.5117,0.6876,349.6,0.067,0.2373,0.1632,0.2757,critical 7563,Nigeria,2018,rural,Health,Junior,198.33,3999241,0.4693,2122340,0.1574,334003,10,0.487,0.679,185.82,0.0578,0.3166,0.4219,0.3727,low 7564,Tanzania,2022,rural,Health,Director,63.15,1261187,0.3748,788493,0.1539,121340,8,0.5207,0.7367,624.61,0.0629,0.345,0.3598,0.3958,low 7565,Botswana,2022,urban,Health,Junior,2.52,116700,0.1708,96770,0.4232,40957,27,0.5625,0.9189,416.9,0.0905,0.4473,0.6101,0.6242,moderate 7566,Botswana,2024,urban,Health,Director,2.6,116724,0.1944,94035,0.4074,38314,21,0.5479,0.9277,930.66,0.0818,0.4748,0.5906,0.6015,moderate 7567,Tanzania,2018,remote,Security,Mid_Level,56.11,1109317,0.4875,568544,0.1341,76257,7,0.6006,0.8141,314.59,0.0504,0.3331,0.4435,0.3789,low 7568,Ghana,2022,rural,Infrastructure,Junior,32.62,749020,0.4169,436720,0.1888,82452,12,0.5985,0.803,225.08,0.0513,0.309,0.4623,0.4205,low 7569,South Africa,2022,urban,Finance,Mid_Level,61.02,3006149,0.2734,2184320,0.3395,741547,18,0.5797,0.8813,501.13,0.0874,0.4667,0.5864,0.549,moderate 7570,Rwanda,2022,urban,Administration,Mid_Level,13.35,393493,0.1845,320905,0.3667,117666,24,0.6213,0.8239,494.69,0.0815,0.4575,0.7305,0.5979,moderate 7571,Botswana,2019,rural,Health,Senior,2.41,120990,0.2343,92645,0.2954,27369,18,0.5631,0.8657,971.4,0.0766,0.4424,0.7629,0.5607,moderate 7572,Botswana,2020,rural,ICT,Senior,2.45,101238,0.2041,80577,0.3024,24362,28,0.5672,0.8753,553.4,0.0826,0.5224,0.5911,0.5872,moderate 7573,Botswana,2019,urban,ICT,Junior,2.41,101173,0.1516,85831,0.3692,31684,28,0.6883,0.8724,352.16,0.0663,0.4613,0.7265,0.624,moderate 7574,Kenya,2021,urban,Social_Services,Junior,51.68,1746051,0.2041,1389662,0.3443,478509,19,0.6574,0.8301,449.16,0.0682,0.4707,0.61,0.5651,moderate 7575,Rwanda,2021,rural,Health,Director,13.04,351082,0.259,260143,0.2211,57510,20,0.6192,0.8006,1319.96,0.0901,0.5233,0.745,0.5374,moderate 7576,Kenya,2020,urban,Finance,Junior,50.61,1948393,0.1961,1566356,0.2788,436698,22,0.5653,0.9181,483.47,0.0792,0.5476,0.7348,0.5916,moderate 7577,Tanzania,2019,urban,Finance,Mid_Level,57.79,1067959,0.3048,742440,0.2272,168687,7,0.5465,0.7393,322.03,0.0637,0.3266,0.473,0.439,low 7578,Nigeria,2018,rural,Justice,Mid_Level,198.33,4407815,0.4314,2506454,0.1851,464044,9,0.5807,0.7563,181.24,0.0635,0.357,0.3644,0.3965,low 7579,Rwanda,2023,rural,Education,Mid_Level,13.67,458645,0.2504,343819,0.2052,70552,31,0.5791,0.8903,478.3,0.0921,0.4669,0.7642,0.5729,moderate 7580,South Africa,2022,urban,Agriculture,Junior,61.02,3597391,0.2212,2801493,0.3559,996941,20,0.5763,0.8656,469.26,0.0773,0.548,0.6776,0.5861,moderate 7581,Ethiopia,2023,urban,Social_Services,Director,122.93,1363866,0.4155,797244,0.1381,110112,5,0.4776,0.6315,363.05,0.0505,0.1995,0.2186,0.3297,critical 7582,Ghana,2018,capital,Agriculture,Junior,30.01,702399,0.2604,519503,0.3204,166456,15,0.5299,0.6755,202.25,0.059,0.3215,0.4152,0.4775,low 7583,DRC,2023,remote,Infrastructure,Junior,101.74,542189,0.6,216875,0.1,21687,2,0.4651,0.6846,137.09,0.0495,0.1822,0.2279,0.2737,critical 7584,Senegal,2023,urban,Education,Junior,17.53,329966,0.2785,238082,0.263,62608,8,0.5505,0.6909,210.89,0.0697,0.3722,0.3522,0.4422,low 7585,Botswana,2020,rural,Infrastructure,Junior,2.45,105511,0.2953,74358,0.2446,18188,21,0.5451,0.9033,584.27,0.0813,0.4228,0.6965,0.5373,moderate 7586,Uganda,2022,urban,Education,Junior,46.01,314612,0.4089,185954,0.1654,30754,8,0.4702,0.8063,217.67,0.0501,0.3628,0.4329,0.4096,low 7587,South Africa,2018,capital,Education,Mid_Level,59.11,2947672,0.1982,2363585,0.4311,1018848,18,0.494,0.8694,425.88,0.0729,0.4936,0.5345,0.5865,moderate 7588,South Africa,2021,rural,Security,Senior,60.54,2767803,0.3357,1838582,0.2701,496516,18,0.5246,0.7664,537.65,0.0696,0.5498,0.6695,0.5155,moderate 7589,Senegal,2020,rural,Infrastructure,Mid_Level,16.18,331225,0.3419,217966,0.2022,44071,12,0.5035,0.7965,204.87,0.0558,0.3234,0.4729,0.4442,low 7590,Uganda,2020,rural,Security,Junior,43.2,329130,0.5015,164076,0.1409,23110,5,0.46,0.6943,221.48,0.0526,0.3108,0.41,0.3486,critical 7591,Nigeria,2019,capital,Justice,Junior,203.29,4509584,0.2719,3283551,0.2894,950361,9,0.5556,0.722,181.32,0.0678,0.3299,0.4109,0.4593,low 7592,Ghana,2024,capital,Health,Junior,34.0,842662,0.2818,605208,0.281,170072,14,0.5186,0.7554,229.18,0.0692,0.3413,0.4103,0.4733,low 7593,Tanzania,2024,remote,Security,Junior,67.0,1369784,0.5741,583390,0.1121,65401,9,0.5019,0.729,268.64,0.0585,0.325,0.4049,0.3393,critical 7594,DRC,2020,rural,Justice,Mid_Level,92.57,539116,0.6,215646,0.1,21564,5,0.5711,0.6515,119.34,0.0604,0.2107,0.1679,0.2731,critical 7595,Ghana,2021,urban,Finance,Junior,31.94,897802,0.2318,689681,0.2986,205960,12,0.5866,0.8028,221.56,0.0519,0.392,0.3587,0.4922,low 7596,Botswana,2019,urban,Health,Junior,2.41,109791,0.2161,86063,0.3218,27693,28,0.6074,0.9052,611.95,0.0806,0.5453,0.5602,0.5927,moderate 7597,South Africa,2025,rural,Agriculture,Mid_Level,62.5,3552721,0.4096,2097549,0.2458,515548,19,0.5472,0.7981,433.34,0.0856,0.4224,0.7035,0.4888,low 7598,Rwanda,2025,capital,Education,Senior,14.34,489462,0.1582,412011,0.3233,133223,25,0.6615,0.8671,625.26,0.0651,0.4746,0.7278,0.6041,moderate 7599,Uganda,2018,urban,Social_Services,Mid_Level,40.56,277312,0.4302,158024,0.1658,26207,8,0.4532,0.6858,241.52,0.0499,0.3761,0.4394,0.3883,low 7600,Rwanda,2018,urban,Education,Mid_Level,12.14,321168,0.1873,261016,0.3347,87359,32,0.5582,0.7754,411.91,0.095,0.5141,0.5256,0.5871,moderate 7601,Rwanda,2025,urban,Education,Junior,14.34,459181,0.1681,381971,0.2915,111341,18,0.5291,0.8783,419.58,0.0729,0.5329,0.7748,0.5884,moderate 7602,Ethiopia,2018,remote,Infrastructure,Mid_Level,108.65,1201769,0.6,480707,0.1,48070,6,0.5567,0.6947,108.58,0.0589,0.2312,0.2331,0.2906,critical 7603,DRC,2020,urban,Health,Mid_Level,92.57,597028,0.5912,244043,0.102,24887,2,0.5413,0.609,123.05,0.058,0.2083,0.2156,0.2664,critical 7604,DRC,2025,rural,Security,Executive,108.36,630910,0.6,252364,0.1,25236,2,0.4605,0.6451,451.0,0.0494,0.2302,0.176,0.2674,critical 7605,Ethiopia,2020,rural,Health,Junior,114.15,1458539,0.6,583415,0.1153,67262,4,0.5337,0.6797,85.5,0.0663,0.2334,0.2191,0.286,critical 7606,South Africa,2021,capital,Administration,Junior,60.54,3330013,0.2637,2451983,0.3408,835738,15,0.4792,0.9303,549.6,0.0914,0.5066,0.715,0.5685,moderate 7607,DRC,2023,capital,Health,Junior,101.74,539731,0.4153,315568,0.1378,43499,3,0.4616,0.7042,117.13,0.0703,0.1875,0.1618,0.3287,critical 7608,Kenya,2024,urban,Infrastructure,Junior,55.0,2183984,0.1664,1820554,0.2938,534852,18,0.6555,0.7809,356.61,0.0888,0.4606,0.6153,0.5516,moderate 7609,South Africa,2024,urban,Security,Junior,62.0,3503250,0.2716,2551830,0.3602,919078,22,0.5848,0.799,502.19,0.0656,0.5355,0.7434,0.5749,moderate 7610,South Africa,2018,urban,Education,Junior,59.11,2867425,0.2459,2162370,0.3847,831950,21,0.6712,0.8326,573.52,0.0684,0.467,0.6686,0.5757,moderate 7611,Rwanda,2022,urban,Administration,Mid_Level,13.35,448928,0.1298,390677,0.3578,139781,19,0.5917,0.8772,622.62,0.0737,0.4526,0.75,0.6064,moderate 7612,South Africa,2020,rural,Health,Junior,60.06,3452788,0.2764,2498379,0.2392,597722,16,0.5869,0.8172,431.95,0.0916,0.4195,0.5739,0.5026,moderate 7613,Tanzania,2022,capital,Security,Senior,63.15,1290671,0.2986,905258,0.2551,230894,7,0.4536,0.7488,430.28,0.05,0.395,0.4094,0.4494,low 7614,Mozambique,2019,rural,Health,Junior,28.88,270480,0.6,108192,0.107,11572,5,0.442,0.6622,120.34,0.0591,0.2152,0.1897,0.2791,critical 7615,Nigeria,2025,remote,Infrastructure,Junior,235.75,4300697,0.5711,1844391,0.1346,248272,10,0.612,0.72,204.61,0.0633,0.3334,0.3882,0.346,critical 7616,Rwanda,2024,capital,Agriculture,Senior,14.0,385272,0.156,325159,0.3495,113631,23,0.5561,0.8185,841.29,0.0843,0.4178,0.6721,0.5876,moderate 7617,Ghana,2023,rural,Infrastructure,Junior,33.3,821042,0.3252,554043,0.1809,100206,13,0.4965,0.7298,284.6,0.0664,0.3906,0.4497,0.4399,low 7618,Senegal,2019,urban,Finance,Senior,15.76,295909,0.2699,216049,0.272,58770,11,0.4709,0.7584,331.48,0.0555,0.3368,0.3283,0.4583,low 7619,Tanzania,2019,urban,Education,Senior,57.79,1151701,0.2491,864784,0.2368,204808,11,0.5174,0.73,392.89,0.0561,0.4006,0.4331,0.4673,low 7620,Mozambique,2018,rural,Health,Mid_Level,28.12,303141,0.5587,133777,0.1,13377,5,0.491,0.6168,104.08,0.052,0.24,0.2102,0.2854,critical 7621,South Africa,2018,rural,Education,Mid_Level,59.11,3432282,0.35,2231145,0.2276,507817,25,0.6208,0.9176,449.78,0.0778,0.4956,0.5279,0.5219,moderate 7622,South Africa,2022,rural,Education,Mid_Level,61.02,3474157,0.407,2060300,0.2242,461933,25,0.586,0.8153,534.96,0.0771,0.5506,0.7297,0.5171,moderate 7623,Ghana,2025,capital,Health,Senior,34.71,961728,0.2673,704623,0.2528,178116,11,0.4657,0.7365,285.13,0.0718,0.3372,0.3811,0.4562,low 7624,South Africa,2023,remote,Health,Mid_Level,61.51,3160143,0.3725,1982883,0.1647,326632,23,0.6563,0.8758,594.48,0.077,0.42,0.7505,0.504,moderate 7625,Nigeria,2024,urban,Education,Junior,230.0,4461027,0.389,2725663,0.2024,551691,12,0.6113,0.7945,304.53,0.0589,0.3682,0.3484,0.4242,low 7626,Uganda,2020,rural,Finance,Director,43.2,324434,0.4572,176095,0.1493,26297,6,0.4873,0.7844,512.98,0.0604,0.3385,0.4199,0.3815,low 7627,Kenya,2025,capital,Justice,Director,56.15,1773248,0.1677,1475913,0.3572,527197,19,0.6434,0.915,1616.06,0.076,0.5564,0.5319,0.591,moderate 7628,Ghana,2021,urban,Health,Senior,31.94,739698,0.2946,521802,0.2379,124117,15,0.6195,0.811,420.24,0.0526,0.3492,0.3769,0.4676,low 7629,Ethiopia,2019,urban,Administration,Senior,111.37,1348815,0.441,753997,0.1553,117078,6,0.476,0.6138,214.29,0.0605,0.2179,0.1954,0.327,critical 7630,Tanzania,2018,capital,Security,Junior,56.11,877110,0.3053,609357,0.2477,150935,11,0.5583,0.7832,268.53,0.0505,0.3196,0.3304,0.4456,low 7631,Kenya,2022,urban,Education,Mid_Level,52.76,1761819,0.2422,1335105,0.3362,448901,22,0.6654,0.8989,431.08,0.0909,0.5103,0.657,0.5801,moderate 7632,Rwanda,2023,urban,Agriculture,Mid_Level,13.67,443137,0.171,367372,0.3463,127229,27,0.5424,0.879,649.91,0.071,0.4931,0.6346,0.606,moderate 7633,Tanzania,2021,rural,Education,Director,61.31,1096342,0.4374,616815,0.1431,88252,10,0.5291,0.738,512.33,0.0686,0.3906,0.4273,0.3939,low 7634,Senegal,2023,rural,Finance,Mid_Level,17.53,342463,0.3192,233150,0.1962,45739,10,0.6063,0.7801,223.9,0.0605,0.3537,0.3706,0.4337,low 7635,DRC,2023,rural,Security,Mid_Level,101.74,668982,0.6,267592,0.1,26759,4,0.483,0.6722,97.31,0.0559,0.2151,0.1966,0.277,critical 7636,Mozambique,2022,rural,Security,Junior,31.29,294695,0.5887,121219,0.1139,13801,4,0.5081,0.5995,96.46,0.0646,0.213,0.2081,0.2733,critical 7637,Ethiopia,2019,capital,Education,Mid_Level,111.37,1158518,0.3754,723660,0.1513,109469,5,0.5789,0.651,135.48,0.057,0.2407,0.1903,0.3472,critical 7638,Ghana,2018,remote,Administration,Mid_Level,30.01,645637,0.4144,378084,0.1471,55617,10,0.5446,0.7531,180.63,0.0507,0.3403,0.4489,0.4001,low 7639,Nigeria,2022,rural,Health,Junior,218.92,4942369,0.4932,2504687,0.1879,470624,10,0.4948,0.7919,253.49,0.0568,0.3794,0.4125,0.3966,low 7640,Rwanda,2021,urban,Education,Junior,13.04,376347,0.1847,306848,0.3494,107207,21,0.6704,0.9042,590.17,0.0737,0.4688,0.7331,0.5995,moderate 7641,Tanzania,2019,rural,Finance,Senior,57.79,1116052,0.4158,651967,0.175,114125,11,0.6166,0.6954,375.43,0.065,0.3473,0.4394,0.4003,low 7642,Ethiopia,2021,capital,Infrastructure,Junior,117.0,1544934,0.3444,1012850,0.1896,192052,4,0.5395,0.6943,148.92,0.0593,0.1836,0.2079,0.3646,low 7643,Mozambique,2022,capital,Education,Senior,31.29,316338,0.3682,199855,0.1639,32749,6,0.4871,0.6659,165.38,0.0668,0.2147,0.1616,0.3514,low 7644,Tanzania,2020,rural,Education,Junior,59.53,1168030,0.4718,616897,0.1357,83721,6,0.4707,0.6914,195.92,0.0483,0.3245,0.368,0.3539,low 7645,Nigeria,2021,capital,Education,Junior,213.58,4806814,0.254,3585800,0.2312,829071,8,0.5876,0.745,225.93,0.0555,0.3516,0.3366,0.4449,low 7646,Rwanda,2025,urban,Education,Mid_Level,14.34,396075,0.1687,329242,0.3508,115512,28,0.6105,0.8264,526.83,0.0882,0.4573,0.5546,0.5907,moderate 7647,DRC,2023,capital,Education,Junior,101.74,602682,0.501,300728,0.1238,37215,3,0.4436,0.6189,98.92,0.0661,0.1965,0.1888,0.2945,critical 7648,Tanzania,2021,rural,Infrastructure,Junior,61.31,997071,0.3663,631851,0.1535,96979,8,0.5459,0.7828,287.58,0.0575,0.3457,0.4724,0.416,low 7649,DRC,2022,rural,Agriculture,Junior,98.59,520787,0.6,208314,0.1,20831,3,0.5387,0.6073,119.19,0.0676,0.2393,0.1629,0.2638,critical 7650,Ghana,2020,urban,Finance,Senior,31.29,677245,0.3168,462698,0.2981,137949,9,0.5098,0.7511,391.24,0.0634,0.3503,0.4475,0.4603,low 7651,Uganda,2025,urban,Agriculture,Senior,50.57,439882,0.3662,278796,0.1656,46177,8,0.5179,0.6781,265.63,0.0698,0.3071,0.4509,0.3974,low 7652,Nigeria,2023,rural,Social_Services,Mid_Level,224.39,4521581,0.3706,2846046,0.1502,427448,11,0.5748,0.7775,278.05,0.0614,0.3716,0.395,0.4157,low 7653,Nigeria,2021,capital,Justice,Junior,213.58,4778439,0.2803,3439142,0.2525,868344,11,0.6138,0.8002,294.33,0.0538,0.3037,0.3731,0.4583,low 7654,Nigeria,2019,rural,ICT,Junior,203.29,4320069,0.4889,2207809,0.1462,322812,11,0.623,0.7113,240.96,0.0551,0.375,0.4304,0.3791,low 7655,Mozambique,2021,urban,Social_Services,Junior,30.47,341593,0.4172,199076,0.1416,28189,6,0.5718,0.6016,97.89,0.0605,0.2201,0.1732,0.3257,critical 7656,Nigeria,2020,urban,Social_Services,Junior,208.37,4708826,0.3142,3229119,0.206,665288,7,0.5601,0.7787,283.53,0.0574,0.3361,0.321,0.423,low 7657,Senegal,2020,capital,Agriculture,Junior,16.18,397055,0.2181,310462,0.295,91581,11,0.5627,0.7888,191.02,0.0513,0.3929,0.3441,0.4888,low 7658,Senegal,2025,capital,Security,Senior,18.49,435158,0.2404,330552,0.2577,85191,13,0.5578,0.705,466.49,0.068,0.3624,0.3868,0.4675,low 7659,DRC,2024,rural,Infrastructure,Junior,105.0,672366,0.6,268946,0.1,26894,3,0.5525,0.697,106.0,0.0622,0.1858,0.2223,0.2779,critical 7660,Botswana,2024,capital,Justice,Junior,2.6,117729,0.1954,94719,0.4469,42327,21,0.6432,0.8096,392.75,0.0762,0.4891,0.664,0.6021,moderate 7661,Uganda,2019,urban,Education,Junior,41.86,343857,0.3824,212377,0.1641,34847,8,0.5325,0.6953,187.58,0.0573,0.3961,0.3786,0.3972,low 7662,Nigeria,2025,rural,ICT,Senior,235.75,5159848,0.3917,3138858,0.1586,497768,11,0.5163,0.7624,283.91,0.0598,0.3756,0.4432,0.4155,low 7663,Nigeria,2021,rural,Infrastructure,Junior,213.58,3712470,0.3695,2340783,0.1506,352458,11,0.4803,0.7455,189.67,0.0649,0.3056,0.4197,0.4071,low 7664,Tanzania,2023,capital,Education,Director,65.05,1036619,0.2967,729039,0.2497,182018,7,0.5874,0.6855,645.22,0.0518,0.3558,0.4117,0.4353,low 7665,Tanzania,2018,rural,Education,Junior,56.11,1092841,0.3431,717907,0.1791,128582,11,0.4768,0.7576,265.13,0.05,0.3946,0.37,0.4266,low 7666,Ghana,2018,remote,Education,Junior,30.01,752144,0.4079,445343,0.1628,72517,12,0.562,0.7787,317.12,0.0661,0.3173,0.441,0.4114,low 7667,Tanzania,2022,remote,ICT,Director,63.15,1183379,0.5398,544589,0.1141,62162,10,0.463,0.748,764.77,0.0707,0.3872,0.3225,0.3518,low 7668,Ghana,2023,rural,Health,Junior,33.3,722693,0.365,458896,0.2057,94388,14,0.4899,0.7513,233.85,0.0604,0.3857,0.4713,0.4436,low 7669,Rwanda,2018,capital,Administration,Mid_Level,12.14,387592,0.1392,333621,0.3128,104362,23,0.5126,0.788,517.85,0.0796,0.4695,0.679,0.5839,moderate 7670,DRC,2022,rural,Education,Mid_Level,98.59,645483,0.6,258193,0.1,25819,4,0.4571,0.638,116.89,0.0495,0.2058,0.1816,0.2694,critical 7671,Mozambique,2020,rural,Security,Senior,29.66,317094,0.6,126837,0.1086,13779,4,0.4948,0.658,169.54,0.0678,0.2114,0.1648,0.2735,critical 7672,DRC,2019,rural,Social_Services,Executive,89.7,581704,0.6,232681,0.1,23268,4,0.5092,0.6866,343.98,0.0628,0.1971,0.2088,0.2786,critical 7673,Mozambique,2025,rural,Infrastructure,Junior,33.89,382554,0.4847,197126,0.1,19712,7,0.5669,0.5856,114.45,0.0667,0.2393,0.2236,0.3055,critical 7674,Mozambique,2021,remote,Social_Services,Junior,30.47,343908,0.6,137563,0.1,13756,7,0.5593,0.6953,116.07,0.062,0.2398,0.2141,0.2922,critical 7675,Senegal,2025,remote,Agriculture,Executive,18.49,444205,0.3728,278607,0.1364,37988,11,0.5236,0.7543,1178.98,0.0624,0.393,0.4157,0.4124,low 7676,Mozambique,2021,rural,Education,Mid_Level,30.47,334241,0.6,133696,0.1,13369,7,0.5477,0.6111,84.92,0.0568,0.2054,0.1802,0.2727,critical 7677,Ghana,2018,urban,Administration,Director,30.01,747988,0.3135,513501,0.2365,121422,15,0.5698,0.6854,461.57,0.0486,0.3317,0.4068,0.4449,low 7678,Rwanda,2024,urban,Infrastructure,Junior,14.0,433423,0.1928,349866,0.366,128041,23,0.5897,0.8359,519.86,0.0771,0.4492,0.5728,0.5784,moderate 7679,Kenya,2024,urban,Health,Mid_Level,55.0,2030980,0.1762,1673208,0.3531,590841,13,0.5552,0.7702,596.08,0.0677,0.5211,0.5982,0.5542,moderate 7680,Tanzania,2022,rural,ICT,Junior,63.15,1252717,0.3514,812450,0.1361,110543,10,0.5092,0.7982,308.67,0.0629,0.3343,0.3428,0.4086,low 7681,Uganda,2019,rural,Infrastructure,Mid_Level,41.86,291881,0.4883,149359,0.1269,18956,9,0.4955,0.6825,190.41,0.0606,0.2998,0.3636,0.3509,low 7682,Uganda,2022,capital,Infrastructure,Senior,46.01,397938,0.3168,271856,0.1903,51734,9,0.5728,0.7326,445.53,0.0495,0.3174,0.4189,0.4244,low 7683,Ghana,2022,rural,Security,Junior,32.62,755561,0.3778,470141,0.2234,105031,11,0.473,0.7907,237.28,0.053,0.3064,0.4605,0.4342,low 7684,Ghana,2025,rural,Education,Mid_Level,34.71,829103,0.3142,568637,0.2145,121951,14,0.6176,0.8068,290.92,0.0643,0.3026,0.3429,0.4456,low 7685,Uganda,2020,capital,Education,Junior,43.2,396421,0.4032,236599,0.1821,43086,5,0.5558,0.7112,310.79,0.071,0.3722,0.3701,0.3881,low 7686,Mozambique,2024,urban,Infrastructure,Junior,33.0,330118,0.3939,200087,0.15,30007,6,0.521,0.6697,106.29,0.0505,0.2015,0.2081,0.3454,critical 7687,Tanzania,2019,urban,Justice,Director,57.79,989569,0.3018,690957,0.2057,142097,9,0.4667,0.6833,652.83,0.0563,0.3418,0.3977,0.4249,low 7688,South Africa,2021,capital,Administration,Junior,60.54,3066627,0.2227,2383688,0.4006,955012,15,0.5175,0.9087,546.8,0.0648,0.5239,0.6133,0.582,moderate 7689,Tanzania,2024,capital,Education,Mid_Level,67.0,1350865,0.3115,930117,0.2301,214033,9,0.5226,0.7127,227.7,0.068,0.3884,0.4516,0.4431,low 7690,Senegal,2018,urban,Security,Executive,15.34,290218,0.1979,232798,0.2213,51528,13,0.5373,0.7269,961.79,0.0508,0.3862,0.3974,0.4758,low 7691,Tanzania,2021,rural,Education,Junior,61.31,1036393,0.3593,663991,0.1495,99279,10,0.5955,0.6897,180.98,0.0531,0.3914,0.3578,0.4009,low 7692,Senegal,2024,capital,Education,Junior,18.0,410945,0.2136,323156,0.2453,79254,8,0.5022,0.7768,183.6,0.0719,0.3175,0.4256,0.4687,low 7693,Uganda,2023,rural,Finance,Junior,47.48,328087,0.5199,157513,0.1312,20668,7,0.5553,0.7273,254.42,0.0708,0.3123,0.4561,0.3563,low 7694,Mozambique,2020,rural,Education,Junior,29.66,262820,0.5442,119788,0.1,11978,5,0.5765,0.6981,149.51,0.0593,0.1812,0.2008,0.2944,critical 7695,Rwanda,2021,remote,Finance,Mid_Level,13.04,447812,0.2904,317773,0.1956,62152,32,0.6929,0.8894,462.23,0.0847,0.5624,0.6066,0.5566,moderate 7696,Mozambique,2019,rural,Health,Mid_Level,28.88,298811,0.5988,119886,0.1,11988,4,0.5333,0.6207,120.0,0.0637,0.1924,0.1708,0.2647,critical 7697,Nigeria,2020,rural,Security,Junior,208.37,3891940,0.5295,1831333,0.1508,276191,12,0.4671,0.7576,302.84,0.0707,0.3442,0.4744,0.3808,low 7698,Botswana,2025,capital,Health,Mid_Level,2.64,115929,0.1795,95115,0.3458,32892,17,0.579,0.8127,476.11,0.0785,0.5096,0.6464,0.5716,moderate 7699,DRC,2024,capital,Health,Mid_Level,105.0,695135,0.5443,316794,0.1168,36986,4,0.4924,0.6581,90.3,0.0564,0.2366,0.2106,0.2966,critical 7700,DRC,2020,urban,Health,Junior,92.57,584571,0.4699,309897,0.1015,31458,4,0.514,0.5909,153.29,0.0664,0.2191,0.1999,0.2984,critical 7701,Ethiopia,2023,urban,Education,Mid_Level,122.93,1685395,0.4676,897242,0.1751,157062,4,0.4823,0.704,129.28,0.059,0.1809,0.204,0.3309,critical 7702,South Africa,2020,rural,Education,Director,60.06,3556320,0.3679,2247908,0.2551,573476,21,0.6061,0.9173,1049.25,0.0706,0.5158,0.7786,0.5413,moderate 7703,South Africa,2019,rural,Administration,Mid_Level,59.58,3301801,0.3695,2081906,0.2679,557722,14,0.6331,0.8586,442.8,0.0778,0.4691,0.6302,0.4983,low 7704,Kenya,2024,urban,Health,Mid_Level,55.0,1720443,0.1654,1435914,0.2951,423691,22,0.5368,0.8526,412.05,0.0704,0.4416,0.73,0.5825,moderate 7705,Kenya,2023,urban,Health,Junior,53.87,1685812,0.242,1277779,0.3092,395136,12,0.6111,0.8735,622.07,0.0684,0.4528,0.7535,0.5485,moderate 7706,South Africa,2021,urban,Health,Director,60.54,3592445,0.2677,2630776,0.361,949760,19,0.5541,0.8165,1056.72,0.0742,0.4779,0.7352,0.5646,moderate 7707,Ethiopia,2018,rural,Education,Mid_Level,108.65,1347693,0.6,539077,0.1,53907,4,0.4644,0.6847,134.06,0.0659,0.1944,0.2252,0.2797,critical 7708,DRC,2019,remote,Education,Junior,89.7,549567,0.6,219826,0.1,21982,3,0.5598,0.7023,127.46,0.0614,0.2301,0.2062,0.2815,critical 7709,Botswana,2022,urban,Education,Junior,2.52,102757,0.1959,82630,0.3399,28083,29,0.5506,0.9011,567.48,0.0945,0.454,0.7319,0.6123,moderate 7710,DRC,2022,urban,Infrastructure,Mid_Level,98.59,525114,0.5822,219380,0.1047,22971,3,0.5176,0.5921,111.75,0.0633,0.1842,0.1735,0.2627,critical 7711,Rwanda,2025,urban,Social_Services,Mid_Level,14.34,383326,0.1686,318714,0.2819,89860,19,0.5413,0.8605,360.49,0.0763,0.503,0.6497,0.5702,moderate 7712,Rwanda,2022,remote,ICT,Senior,13.35,412793,0.2518,308845,0.1808,55841,28,0.5928,0.8525,749.38,0.0887,0.4328,0.738,0.5472,moderate 7713,Ghana,2021,rural,Health,Junior,31.94,809136,0.3927,491414,0.1947,95674,12,0.5746,0.7623,288.5,0.0664,0.3476,0.4455,0.4242,low 7714,Botswana,2021,remote,Education,Junior,2.49,110064,0.2616,81266,0.2195,17838,24,0.677,0.8271,430.32,0.0693,0.4712,0.5279,0.5234,moderate 7715,DRC,2025,rural,Education,Mid_Level,108.36,679326,0.6,271730,0.1,27173,4,0.5849,0.7145,131.83,0.0526,0.197,0.2187,0.2837,critical 7716,Kenya,2018,rural,Agriculture,Senior,48.55,1780150,0.2165,1394788,0.2264,315729,14,0.4918,0.862,778.29,0.0748,0.4659,0.545,0.5179,moderate 7717,Kenya,2025,rural,Education,Senior,56.15,2074489,0.234,1589067,0.2051,325991,16,0.5897,0.8539,883.41,0.0655,0.4371,0.6875,0.5233,moderate 7718,DRC,2023,urban,Administration,Mid_Level,101.74,550413,0.5853,228231,0.1061,24219,3,0.5789,0.5947,104.11,0.0561,0.2182,0.2337,0.2721,critical 7719,DRC,2021,rural,Education,Senior,95.53,631000,0.6,252400,0.1,25240,3,0.4946,0.654,163.62,0.0547,0.1952,0.2138,0.2715,critical 7720,Ethiopia,2024,rural,Security,Junior,126.0,1332911,0.5794,560621,0.1006,56383,3,0.5233,0.6091,128.75,0.0628,0.1786,0.2328,0.2703,critical 7721,Rwanda,2018,capital,Administration,Junior,12.14,365703,0.148,311596,0.3092,96343,19,0.554,0.843,539.07,0.0892,0.4924,0.5631,0.5698,moderate 7722,Mozambique,2023,rural,Infrastructure,Senior,32.13,360024,0.5422,164811,0.1058,17442,7,0.4877,0.6599,227.37,0.0661,0.1804,0.1937,0.2948,critical 7723,Rwanda,2020,rural,Finance,Junior,12.73,400606,0.2556,298191,0.2409,71819,19,0.6386,0.8106,411.43,0.0911,0.526,0.7457,0.5426,moderate 7724,DRC,2023,rural,Education,Junior,101.74,536508,0.6,214603,0.1,21460,4,0.5221,0.6462,111.25,0.0659,0.182,0.1688,0.267,critical 7725,Uganda,2025,capital,Education,Junior,50.57,359556,0.3913,218852,0.2289,50105,7,0.5133,0.7106,192.97,0.0631,0.3716,0.4642,0.4171,low 7726,Botswana,2022,capital,Education,Mid_Level,2.52,97050,0.1778,79790,0.4572,36481,28,0.6239,0.8441,430.16,0.0738,0.464,0.6854,0.6314,moderate 7727,Senegal,2019,capital,Administration,Junior,15.76,352046,0.1815,288157,0.2493,71837,10,0.5161,0.7042,246.01,0.052,0.3159,0.4006,0.4692,low 7728,Nigeria,2020,rural,Education,Junior,208.37,3935183,0.4723,2076641,0.1585,329225,11,0.5446,0.7364,184.43,0.0642,0.3811,0.4646,0.3941,low 7729,Botswana,2020,urban,Infrastructure,Junior,2.45,99112,0.2119,78110,0.362,28273,28,0.6664,0.7821,577.68,0.0667,0.4642,0.6501,0.5863,moderate 7730,Nigeria,2019,remote,Health,Director,203.29,3548118,0.541,1628435,0.1165,189742,11,0.6181,0.7438,647.06,0.0696,0.3288,0.4428,0.3601,low 7731,Ethiopia,2018,capital,Security,Junior,108.65,1187591,0.3736,743886,0.1462,108719,3,0.5567,0.7113,93.94,0.0565,0.1965,0.2232,0.3493,critical 7732,Mozambique,2025,capital,Education,Senior,33.89,372351,0.4138,218281,0.1514,33047,4,0.5667,0.6254,206.72,0.0641,0.2388,0.18,0.3301,critical 7733,DRC,2021,rural,Education,Executive,95.53,544025,0.6,217610,0.1,21761,4,0.4407,0.6905,457.93,0.0608,0.2122,0.1707,0.2769,critical 7734,Mozambique,2018,rural,Education,Junior,28.12,318566,0.4853,163978,0.1,16397,5,0.4488,0.6517,139.0,0.0656,0.2124,0.2374,0.3089,critical 7735,Rwanda,2018,rural,Education,Mid_Level,12.14,325664,0.2008,260283,0.2351,61190,20,0.548,0.7921,373.97,0.0801,0.5565,0.6769,0.5507,moderate 7736,DRC,2018,rural,Education,Mid_Level,86.92,464274,0.6,185709,0.1,18570,3,0.5414,0.6232,109.37,0.0653,0.1983,0.1614,0.262,critical 7737,Rwanda,2018,rural,Security,Mid_Level,12.14,400848,0.2575,297636,0.2345,69785,29,0.5513,0.8285,480.39,0.0753,0.4712,0.6235,0.5505,moderate 7738,Ghana,2023,capital,Education,Mid_Level,33.3,855205,0.2345,654651,0.2641,172920,12,0.5797,0.7606,210.3,0.0588,0.3405,0.3334,0.4689,low 7739,DRC,2018,capital,Administration,Mid_Level,86.92,478521,0.5633,208952,0.1344,28083,4,0.5896,0.6427,121.71,0.0643,0.2372,0.2299,0.2959,critical 7740,Senegal,2023,remote,Education,Mid_Level,17.53,416079,0.3284,279452,0.1452,40571,11,0.5761,0.8061,242.47,0.0543,0.3987,0.4675,0.4392,low 7741,Botswana,2020,capital,Education,Junior,2.45,94088,0.1662,78451,0.3752,29434,22,0.5926,0.8665,402.83,0.0842,0.532,0.6623,0.6067,moderate 7742,Senegal,2025,urban,ICT,Mid_Level,18.49,444696,0.2846,318144,0.2219,70599,12,0.6011,0.7029,243.47,0.0663,0.3085,0.364,0.437,low 7743,Kenya,2019,capital,Infrastructure,Junior,49.57,1592171,0.1586,1339674,0.3769,504945,16,0.5552,0.7848,522.78,0.07,0.4983,0.6612,0.5782,moderate 7744,Uganda,2022,urban,Health,Junior,46.01,354097,0.4426,197356,0.2207,43550,8,0.524,0.7183,201.09,0.0515,0.3134,0.4108,0.3947,low 7745,Nigeria,2022,rural,Finance,Junior,218.92,3737561,0.4021,2234865,0.1882,420707,7,0.4723,0.7481,243.96,0.053,0.3221,0.4596,0.4044,low 7746,Senegal,2025,urban,Health,Junior,18.49,464156,0.2327,356154,0.2665,94916,11,0.5348,0.824,215.39,0.0671,0.3782,0.3922,0.4866,low 7747,DRC,2024,rural,Education,Junior,105.0,609452,0.6,243780,0.1,24378,3,0.4776,0.6789,115.13,0.0682,0.2297,0.1612,0.2734,critical 7748,Nigeria,2022,capital,Administration,Junior,218.92,3744432,0.2644,2754380,0.2533,697753,9,0.5055,0.7833,252.74,0.0498,0.3748,0.3775,0.4625,low 7749,South Africa,2024,rural,Education,Mid_Level,62.0,3142118,0.3128,2159398,0.2619,565515,18,0.5237,0.864,393.21,0.0642,0.4468,0.6415,0.5207,moderate 7750,Ethiopia,2021,rural,ICT,Junior,117.0,1201667,0.5707,515912,0.1082,55837,5,0.5746,0.6341,113.01,0.0529,0.2285,0.2379,0.2886,critical 7751,Kenya,2020,urban,Health,Mid_Level,50.61,1698548,0.226,1314725,0.2848,374447,21,0.6608,0.8114,583.57,0.0695,0.493,0.7761,0.5658,moderate 7752,Kenya,2022,urban,Education,Junior,52.76,2095399,0.1964,1683863,0.3264,549618,15,0.636,0.8163,540.33,0.0714,0.5524,0.614,0.5591,moderate 7753,Kenya,2019,capital,Security,Senior,49.57,1627103,0.2139,1278986,0.3748,479323,15,0.4968,0.7942,908.35,0.0721,0.4617,0.6148,0.5545,moderate 7754,South Africa,2022,rural,Education,Mid_Level,61.02,3173644,0.2893,2255561,0.2573,580369,15,0.4937,0.9291,451.36,0.0926,0.501,0.7238,0.5414,moderate 7755,Kenya,2025,rural,Infrastructure,Senior,56.15,2160609,0.2736,1569429,0.2128,333991,14,0.6007,0.9246,643.73,0.0938,0.5114,0.6356,0.5232,moderate 7756,Botswana,2018,capital,Security,Junior,2.38,118533,0.1642,99064,0.392,38837,22,0.5895,0.9304,361.25,0.0908,0.5308,0.6386,0.6184,moderate 7757,DRC,2024,urban,Education,Junior,105.0,639805,0.5678,276524,0.1038,28697,3,0.5866,0.6014,93.76,0.0545,0.2102,0.1606,0.2688,critical 7758,Nigeria,2018,rural,Administration,Executive,198.33,3852555,0.4733,2029203,0.1452,294696,10,0.572,0.7595,879.96,0.0666,0.3922,0.3567,0.3818,low 7759,Kenya,2023,capital,Education,Junior,53.87,1832661,0.167,1526515,0.3151,481072,18,0.6345,0.7765,437.85,0.075,0.504,0.5441,0.5533,moderate 7760,Botswana,2018,capital,Education,Junior,2.38,102017,0.1993,81680,0.3699,30212,21,0.6042,0.8321,476.68,0.0774,0.5569,0.5485,0.5805,moderate 7761,Nigeria,2020,rural,ICT,Junior,208.37,4231208,0.3779,2632044,0.1863,490277,8,0.5148,0.6817,271.3,0.0496,0.3458,0.4268,0.4016,low 7762,Rwanda,2024,rural,Education,Mid_Level,14.0,383655,0.2123,302199,0.2063,62329,31,0.6865,0.8523,515.06,0.081,0.5144,0.7128,0.5766,moderate 7763,Ethiopia,2024,urban,Education,Senior,126.0,1339687,0.4668,714260,0.1417,101234,4,0.5023,0.6778,139.08,0.0567,0.2143,0.2247,0.3243,critical 7764,Rwanda,2023,urban,Education,Executive,13.67,438861,0.1365,378937,0.2962,112227,27,0.6174,0.863,1861.23,0.0943,0.4421,0.5725,0.5883,moderate 7765,Kenya,2020,rural,Administration,Junior,50.61,1618420,0.2931,1144121,0.2436,278675,19,0.5059,0.8343,543.66,0.0644,0.4175,0.6373,0.5158,moderate 7766,Mozambique,2018,remote,Finance,Mid_Level,28.12,322705,0.6,129082,0.1,12908,4,0.5847,0.6777,101.68,0.052,0.2148,0.1834,0.2765,critical 7767,Tanzania,2025,rural,Administration,Junior,69.01,1343897,0.3296,900893,0.1536,138362,8,0.5845,0.8185,245.31,0.0541,0.3665,0.41,0.4264,low 7768,Ethiopia,2024,urban,Infrastructure,Mid_Level,126.0,1389072,0.4786,724239,0.1705,123503,5,0.5672,0.6571,149.44,0.0574,0.2159,0.2067,0.3263,critical 7769,South Africa,2019,rural,Administration,Mid_Level,59.58,3135474,0.3502,2037419,0.2795,569412,15,0.5011,0.818,649.27,0.0757,0.5086,0.7384,0.5172,moderate 7770,DRC,2022,capital,Security,Junior,98.59,606401,0.5165,293196,0.1156,33892,2,0.5726,0.6819,134.62,0.0615,0.2112,0.2212,0.3003,critical 7771,Ethiopia,2018,rural,Administration,Senior,108.65,1486626,0.6,594650,0.1246,74102,5,0.5741,0.5919,126.14,0.0666,0.2127,0.1679,0.2705,critical 7772,Tanzania,2019,capital,Education,Executive,57.79,1051707,0.3145,720958,0.2139,154186,8,0.5355,0.798,713.84,0.0587,0.3211,0.4472,0.4414,low 7773,Ghana,2021,capital,Health,Junior,31.94,683693,0.2231,531185,0.3298,175184,13,0.5088,0.6894,215.14,0.067,0.3164,0.4388,0.4881,low 7774,Uganda,2024,rural,Infrastructure,Junior,49.0,409526,0.5485,184908,0.1195,22095,9,0.5773,0.6799,235.77,0.0625,0.3888,0.4195,0.3481,critical 7775,Ethiopia,2019,rural,Infrastructure,Junior,111.37,1384437,0.6,553774,0.1,55377,4,0.5243,0.6553,142.96,0.0626,0.1829,0.1928,0.2709,critical 7776,Mozambique,2022,rural,Education,Senior,31.29,343147,0.6,137258,0.1048,14382,5,0.5638,0.623,159.56,0.053,0.2384,0.2092,0.2769,critical 7777,DRC,2018,remote,Administration,Junior,86.92,501885,0.6,200754,0.1,20075,3,0.5227,0.6628,147.76,0.0707,0.2176,0.1606,0.2697,critical 7778,Kenya,2022,urban,Health,Junior,52.76,1962758,0.1793,1610895,0.3336,537384,14,0.5808,0.853,604.97,0.0891,0.4224,0.567,0.5505,moderate 7779,Ethiopia,2023,remote,Health,Junior,122.93,1500625,0.6,600250,0.1,60025,5,0.513,0.6387,132.4,0.0631,0.1886,0.1708,0.2692,critical 7780,Tanzania,2025,rural,Education,Junior,69.01,1378483,0.4441,766283,0.1558,119382,11,0.4993,0.8212,259.61,0.0569,0.303,0.3344,0.3923,low 7781,Tanzania,2019,urban,Health,Mid_Level,57.79,1175247,0.33,787443,0.2477,195047,10,0.5306,0.7166,322.44,0.0615,0.3361,0.4515,0.4407,low 7782,Ghana,2024,urban,Finance,Director,34.0,805512,0.3117,554455,0.2958,163998,10,0.4819,0.6913,773.86,0.0642,0.3261,0.4018,0.4475,low 7783,Uganda,2020,remote,Education,Junior,43.2,341893,0.5403,157182,0.1161,18244,8,0.5618,0.723,254.78,0.0538,0.393,0.4224,0.354,low 7784,DRC,2024,capital,Finance,Mid_Level,105.0,611845,0.4501,336466,0.1326,44629,5,0.4707,0.6469,98.08,0.0481,0.1892,0.1687,0.316,critical 7785,South Africa,2020,urban,Administration,Director,60.06,2897005,0.2137,2278018,0.392,892979,19,0.5828,0.8246,1593.13,0.0944,0.5549,0.7008,0.5914,moderate 7786,Nigeria,2023,capital,Education,Junior,224.39,4485135,0.2448,3387093,0.28,948336,12,0.5557,0.7363,286.64,0.0595,0.3476,0.4429,0.4783,low 7787,Ethiopia,2018,rural,Health,Junior,108.65,1255016,0.6,502006,0.1224,61470,4,0.4614,0.6169,133.09,0.0682,0.2087,0.2217,0.2762,critical 7788,Rwanda,2019,rural,Security,Senior,12.43,331803,0.1811,271705,0.2347,63766,28,0.5738,0.7912,595.15,0.0737,0.5458,0.6207,0.5687,moderate 7789,Senegal,2019,urban,Education,Junior,15.76,323228,0.1985,259061,0.2261,58566,8,0.5781,0.7404,208.88,0.0598,0.3972,0.3232,0.46,low 7790,Ghana,2021,urban,Education,Mid_Level,31.94,868962,0.3077,601557,0.2591,155871,13,0.4991,0.7798,297.63,0.0506,0.3614,0.3486,0.4583,low 7791,Senegal,2024,urban,Health,Director,18.0,365321,0.2426,276699,0.2179,60283,13,0.5986,0.6959,722.69,0.0492,0.3323,0.4514,0.4591,low 7792,Senegal,2020,capital,Finance,Mid_Level,16.18,388418,0.2035,309355,0.2363,73088,13,0.5707,0.7751,248.88,0.0586,0.3535,0.3464,0.4769,low 7793,Ghana,2023,rural,Justice,Director,33.3,743859,0.3979,447895,0.1931,86490,13,0.493,0.7875,685.22,0.0653,0.3901,0.3361,0.4221,low 7794,DRC,2022,urban,Social_Services,Junior,98.59,651389,0.6,260555,0.1216,31671,3,0.5869,0.6404,124.18,0.0524,0.2228,0.1897,0.2752,critical 7795,South Africa,2020,urban,Education,Mid_Level,60.06,3262217,0.2822,2341711,0.3414,799499,23,0.5787,0.8314,365.23,0.0811,0.4384,0.707,0.5616,moderate 7796,South Africa,2022,capital,Education,Mid_Level,61.02,2800069,0.2323,2149504,0.4294,923069,19,0.6605,0.8797,428.74,0.0745,0.4457,0.5333,0.5766,moderate 7797,South Africa,2020,capital,Education,Senior,60.06,2833335,0.2645,2083951,0.3829,797909,24,0.5679,0.8106,874.5,0.0917,0.5495,0.7689,0.593,moderate 7798,Ghana,2020,urban,Administration,Executive,31.29,761550,0.2721,554324,0.2672,148105,14,0.5891,0.6894,903.02,0.0606,0.3742,0.4728,0.4719,low 7799,Botswana,2019,capital,Health,Junior,2.41,102039,0.1473,87005,0.4424,38491,26,0.6077,0.7938,462.1,0.0672,0.4555,0.7787,0.6313,moderate 7800,Mozambique,2022,rural,Justice,Junior,31.29,349670,0.6,139868,0.1037,14497,5,0.5822,0.661,151.91,0.0606,0.1961,0.1653,0.2737,critical 7801,Tanzania,2019,urban,Justice,Junior,57.79,1094931,0.3229,741327,0.1851,137197,6,0.5722,0.7872,276.19,0.0541,0.3228,0.3227,0.4132,low 7802,Kenya,2020,remote,Finance,Junior,50.61,1799149,0.353,1164038,0.1583,184293,13,0.5533,0.9025,483.65,0.0845,0.4421,0.5733,0.4707,low 7803,Ethiopia,2018,rural,Finance,Mid_Level,108.65,1465841,0.517,708004,0.1106,78336,4,0.485,0.6232,125.7,0.0655,0.2336,0.1792,0.2932,critical 7804,Rwanda,2024,urban,Health,Junior,14.0,474502,0.1662,395638,0.3128,123751,22,0.6445,0.8969,357.59,0.0883,0.4597,0.5422,0.5764,moderate 7805,Ethiopia,2023,rural,Administration,Senior,122.93,1352767,0.5885,556667,0.1234,68687,5,0.5042,0.6071,134.18,0.0669,0.1944,0.2161,0.2783,critical 7806,Senegal,2021,capital,Health,Junior,16.62,310906,0.2441,234998,0.2467,57975,13,0.5352,0.7573,232.2,0.0524,0.3259,0.4261,0.4719,low 7807,South Africa,2023,urban,Education,Junior,61.51,2770967,0.3025,1932837,0.3467,670067,18,0.5198,0.8841,372.99,0.0732,0.4568,0.7748,0.5618,moderate 7808,DRC,2022,rural,Social_Services,Mid_Level,98.59,553867,0.6,221546,0.1,22154,3,0.4543,0.5899,128.95,0.0643,0.2232,0.1855,0.2619,critical 7809,Uganda,2019,remote,ICT,Senior,41.86,381491,0.5906,156191,0.1143,17852,5,0.4777,0.6877,455.9,0.0487,0.3076,0.3758,0.3149,critical 7810,Kenya,2025,rural,Education,Junior,56.15,1827003,0.2895,1298012,0.2554,331552,15,0.4978,0.8838,493.1,0.0863,0.5419,0.7167,0.5374,moderate 7811,Mozambique,2022,remote,Education,Mid_Level,31.29,307335,0.6,122934,0.1,12293,4,0.4534,0.6313,142.36,0.0617,0.2362,0.1904,0.2724,critical 7812,DRC,2020,rural,Social_Services,Junior,92.57,515305,0.6,206122,0.1,20612,3,0.5807,0.7112,137.67,0.0645,0.1908,0.1724,0.2755,critical 7813,Botswana,2018,capital,Agriculture,Junior,2.38,120121,0.1605,100841,0.3464,34932,27,0.6792,0.7918,588.3,0.0706,0.4521,0.5966,0.5876,moderate 7814,South Africa,2023,urban,Health,Junior,61.51,2793261,0.2095,2208080,0.3969,876336,18,0.6085,0.8923,497.75,0.0916,0.5072,0.7553,0.6019,moderate 7815,Tanzania,2022,capital,Education,Junior,63.15,1274353,0.306,884434,0.2276,201318,7,0.5,0.7523,222.36,0.0496,0.3932,0.4258,0.4427,low 7816,Uganda,2024,capital,Security,Mid_Level,49.0,422604,0.4125,248287,0.1863,46262,8,0.5255,0.7456,235.55,0.0489,0.3293,0.4576,0.404,low 7817,South Africa,2023,rural,Finance,Senior,61.51,3414456,0.3948,2066308,0.2496,515748,22,0.5334,0.8265,592.71,0.0704,0.4764,0.6248,0.5028,moderate 7818,Uganda,2024,urban,Health,Director,49.0,368140,0.3592,235908,0.2211,52156,7,0.4795,0.7352,535.58,0.0579,0.3509,0.4162,0.42,low 7819,Tanzania,2020,capital,Infrastructure,Mid_Level,59.53,955609,0.2656,701784,0.2673,187597,7,0.4708,0.7444,242.12,0.06,0.3246,0.4306,0.4551,low 7820,Senegal,2019,rural,Health,Executive,15.76,313532,0.381,194060,0.1734,33647,10,0.5997,0.6785,850.88,0.05,0.3996,0.4196,0.4068,low 7821,Ghana,2021,urban,Social_Services,Junior,31.94,779951,0.2633,574626,0.2358,135484,12,0.5804,0.7756,295.29,0.0561,0.3947,0.4781,0.4768,low 7822,Senegal,2020,remote,Infrastructure,Mid_Level,16.18,408253,0.359,261680,0.1496,39160,11,0.5998,0.8033,188.48,0.058,0.3609,0.3261,0.4144,low 7823,Botswana,2019,urban,Finance,Mid_Level,2.41,113846,0.219,88911,0.3981,35392,20,0.5101,0.8369,371.01,0.0919,0.52,0.744,0.5967,moderate 7824,DRC,2018,capital,Finance,Mid_Level,86.92,530500,0.3942,321371,0.1233,39629,3,0.5614,0.668,122.23,0.0645,0.2152,0.2018,0.3317,critical 7825,DRC,2025,capital,Social_Services,Mid_Level,108.36,658047,0.5197,316063,0.1249,39486,3,0.5591,0.6556,154.63,0.0697,0.2136,0.2271,0.3012,critical 7826,Botswana,2023,urban,Education,Senior,2.56,113265,0.1889,91872,0.3306,30373,15,0.5324,0.8186,781.96,0.085,0.4316,0.69,0.5579,moderate 7827,Botswana,2021,capital,Security,Director,2.49,110587,0.1854,90087,0.4637,41769,28,0.5994,0.7659,1173.28,0.0821,0.548,0.7397,0.6332,moderate 7828,Rwanda,2024,capital,Security,Mid_Level,14.0,446880,0.1294,389046,0.3873,150676,21,0.528,0.932,603.47,0.0786,0.4843,0.5525,0.6105,moderate 7829,Ethiopia,2024,rural,Finance,Mid_Level,126.0,1421009,0.6,568403,0.1027,58366,6,0.471,0.6665,128.63,0.0549,0.2393,0.2138,0.286,critical 7830,South Africa,2022,rural,Justice,Junior,61.02,3252662,0.386,1997047,0.2203,440028,20,0.6401,0.8908,484.74,0.0716,0.4259,0.7331,0.5081,moderate 7831,Nigeria,2025,rural,Administration,Mid_Level,235.75,4312505,0.3672,2729075,0.1785,487260,9,0.5981,0.7043,306.71,0.067,0.397,0.452,0.4159,low 7832,Ghana,2021,rural,Security,Director,31.94,864106,0.354,558184,0.2214,123579,12,0.5087,0.6798,578.11,0.0705,0.3852,0.4031,0.4276,low 7833,Senegal,2018,rural,Social_Services,Junior,15.34,328288,0.3829,202601,0.1756,35567,12,0.4957,0.7513,217.67,0.0533,0.3834,0.4799,0.4272,low 7834,Botswana,2022,urban,Social_Services,Mid_Level,2.52,113691,0.1633,95123,0.3636,34587,26,0.5887,0.795,368.35,0.0882,0.5057,0.5995,0.5948,moderate 7835,Tanzania,2021,urban,Education,Junior,61.31,1086233,0.3398,717183,0.2466,176824,6,0.4728,0.7386,195.31,0.0629,0.3706,0.4319,0.4327,low 7836,Ethiopia,2025,capital,Justice,Mid_Level,129.15,1665344,0.3822,1028873,0.1523,156690,5,0.4854,0.6973,155.96,0.0684,0.2246,0.2323,0.3553,low 7837,Rwanda,2025,rural,Infrastructure,Director,14.34,400226,0.2157,313900,0.2177,68344,23,0.6383,0.8385,942.75,0.0682,0.4433,0.6061,0.5387,moderate 7838,Tanzania,2019,urban,Education,Junior,57.79,1056291,0.3484,688306,0.2182,150197,9,0.5412,0.79,195.61,0.07,0.3082,0.3924,0.4285,low 7839,Ghana,2023,urban,Health,Mid_Level,33.3,837379,0.2701,611202,0.235,143614,11,0.465,0.7028,264.29,0.0542,0.3073,0.4031,0.4452,low 7840,South Africa,2020,urban,Health,Mid_Level,60.06,3348196,0.2377,2552241,0.342,872900,16,0.5703,0.8162,594.66,0.0711,0.4997,0.5764,0.5461,moderate 7841,Mozambique,2018,remote,Security,Junior,28.12,244625,0.6,97850,0.1,9785,4,0.4653,0.6481,113.02,0.069,0.2198,0.2386,0.278,critical 7842,Uganda,2020,urban,Security,Senior,43.2,384036,0.4069,227772,0.1844,42002,5,0.5538,0.7728,413.27,0.0516,0.354,0.4553,0.4037,low 7843,Botswana,2023,urban,Social_Services,Junior,2.56,119653,0.2048,95151,0.4126,39261,19,0.6118,0.802,501.91,0.0802,0.5612,0.5892,0.5848,moderate 7844,Tanzania,2020,rural,Health,Junior,59.53,1223905,0.3478,798265,0.1618,129128,9,0.5575,0.7435,296.92,0.0502,0.3795,0.3593,0.4114,low 7845,Kenya,2022,capital,Health,Mid_Level,52.76,1631831,0.1594,1371740,0.3033,416002,19,0.6267,0.801,563.71,0.083,0.4494,0.7425,0.5728,moderate 7846,Ghana,2022,urban,Agriculture,Senior,32.62,732952,0.2263,567054,0.2338,132564,9,0.6153,0.7804,412.73,0.0616,0.3352,0.3503,0.46,low 7847,Rwanda,2018,urban,Education,Mid_Level,12.14,385244,0.1914,311504,0.2938,91514,31,0.6234,0.8952,353.24,0.0868,0.4665,0.5624,0.5903,moderate 7848,Botswana,2021,urban,Security,Junior,2.49,115787,0.1912,93650,0.3717,34806,24,0.6558,0.8821,439.75,0.0669,0.5115,0.6175,0.6003,moderate 7849,Mozambique,2022,capital,Health,Junior,31.29,319551,0.4543,174392,0.143,24933,5,0.5453,0.7058,92.5,0.0531,0.1905,0.2238,0.332,critical 7850,Nigeria,2025,capital,Justice,Junior,235.75,5257426,0.3099,3628297,0.2783,1009579,11,0.5079,0.7647,272.45,0.0579,0.3018,0.4154,0.456,low 7851,Ghana,2020,capital,Health,Junior,31.29,706295,0.1956,568140,0.2645,150257,11,0.4893,0.7027,227.31,0.0555,0.3763,0.348,0.4726,low 7852,Senegal,2021,capital,Security,Junior,16.62,365588,0.2581,271218,0.2918,79131,8,0.5152,0.769,297.6,0.0557,0.393,0.3376,0.4668,low 7853,Ethiopia,2019,rural,ICT,Senior,111.37,1449258,0.5834,603694,0.1199,72386,3,0.551,0.6778,179.09,0.0549,0.2073,0.2226,0.2863,critical 7854,Mozambique,2025,remote,Agriculture,Junior,33.89,363236,0.5948,147193,0.1,14719,5,0.5433,0.6866,84.2,0.0703,0.2004,0.1905,0.2809,critical 7855,Senegal,2018,rural,Finance,Director,15.34,318910,0.2593,236223,0.1784,42140,12,0.499,0.7245,784.57,0.0522,0.3974,0.4162,0.4498,low 7856,Ghana,2023,remote,Social_Services,Junior,33.3,737643,0.4989,369639,0.1435,53039,12,0.5802,0.7902,319.61,0.0656,0.4001,0.3235,0.382,low 7857,Mozambique,2022,capital,ICT,Junior,31.29,302985,0.4127,177956,0.1652,29394,4,0.5279,0.7031,131.86,0.052,0.1987,0.1679,0.3403,critical 7858,Kenya,2020,urban,Infrastructure,Mid_Level,50.61,1977222,0.1702,1640752,0.3106,509675,13,0.4899,0.8731,368.7,0.0721,0.5543,0.7103,0.575,moderate 7859,Uganda,2025,urban,Administration,Mid_Level,50.57,350767,0.4248,201760,0.1655,33394,7,0.462,0.6773,308.32,0.0658,0.3226,0.4392,0.3804,low 7860,Botswana,2018,remote,Education,Mid_Level,2.38,102991,0.3203,70004,0.1847,12926,28,0.6467,0.777,416.12,0.0666,0.4376,0.5345,0.4998,low 7861,Senegal,2025,rural,Agriculture,Mid_Level,18.49,431047,0.3326,287698,0.1949,56079,11,0.4858,0.6963,187.89,0.0527,0.3019,0.3891,0.4166,low 7862,Ghana,2019,rural,ICT,Junior,30.64,669244,0.3746,418569,0.1846,77260,11,0.6241,0.7275,224.51,0.0529,0.3773,0.4155,0.4184,low 7863,Kenya,2018,rural,Social_Services,Mid_Level,48.55,1518996,0.2871,1082931,0.2406,260562,21,0.5676,0.8295,495.01,0.0835,0.4881,0.7052,0.5346,moderate 7864,Ghana,2022,remote,Health,Junior,32.62,694607,0.5075,342062,0.1571,53726,15,0.5969,0.7582,288.12,0.0573,0.3315,0.4713,0.3939,low 7865,Nigeria,2019,capital,Finance,Junior,203.29,3983069,0.3315,2662590,0.2402,639445,8,0.5125,0.7579,320.29,0.0534,0.3634,0.4208,0.4393,low 7866,Senegal,2023,rural,Education,Junior,17.53,381887,0.3774,237775,0.1766,41989,10,0.5123,0.818,249.36,0.0715,0.3531,0.4722,0.43,low 7867,Rwanda,2021,capital,Education,Junior,13.04,429956,0.164,359460,0.3949,141942,20,0.6191,0.8457,383.1,0.0814,0.4194,0.6983,0.5963,moderate 7868,Botswana,2024,rural,Education,Junior,2.6,123890,0.2163,97097,0.2442,23711,25,0.5381,0.8632,389.89,0.0765,0.4839,0.7418,0.5715,moderate 7869,Mozambique,2021,rural,Education,Mid_Level,30.47,302991,0.573,129386,0.1121,14506,7,0.5534,0.71,134.64,0.0716,0.2285,0.2342,0.305,critical 7870,Ethiopia,2020,urban,Social_Services,Junior,114.15,1295562,0.4935,656178,0.1338,87818,5,0.4552,0.6,94.37,0.0712,0.1797,0.1685,0.2974,critical 7871,Uganda,2020,remote,Education,Director,43.2,311451,0.591,127375,0.1,12737,6,0.5846,0.7399,669.42,0.0547,0.317,0.4,0.3249,critical 7872,DRC,2018,remote,Infrastructure,Junior,86.92,444774,0.6,177909,0.1,17790,3,0.5105,0.6504,93.43,0.0636,0.2368,0.2115,0.2749,critical 7873,Ethiopia,2021,capital,Infrastructure,Senior,117.0,1520797,0.4157,888566,0.1677,149014,6,0.4646,0.6178,139.2,0.066,0.221,0.2197,0.3397,critical 7874,Nigeria,2022,rural,Justice,Senior,218.92,3825182,0.3711,2405640,0.1675,402867,7,0.4782,0.7437,466.86,0.0552,0.3994,0.4611,0.4142,low 7875,Ghana,2022,urban,Social_Services,Junior,32.62,761699,0.2457,574519,0.2376,136496,9,0.5816,0.6878,247.31,0.0629,0.3504,0.4408,0.4527,low 7876,Botswana,2019,remote,Health,Senior,2.41,107255,0.2734,77933,0.216,16831,20,0.5256,0.9114,586.53,0.0953,0.5502,0.5359,0.531,moderate 7877,Nigeria,2021,rural,Social_Services,Senior,213.58,3672980,0.4915,1867664,0.1433,267634,12,0.604,0.7417,460.32,0.0614,0.3887,0.4066,0.3837,low 7878,DRC,2018,rural,Education,Junior,86.92,591939,0.6,236775,0.1,23677,3,0.5776,0.6165,155.26,0.0596,0.2014,0.2212,0.2672,critical 7879,Nigeria,2025,rural,Security,Junior,235.75,4190626,0.515,2032567,0.1748,355288,11,0.5808,0.6913,218.13,0.066,0.3993,0.4722,0.3833,low 7880,Nigeria,2019,urban,Health,Mid_Level,203.29,4185311,0.2963,2945131,0.2645,778931,8,0.5916,0.8213,321.09,0.0654,0.3782,0.3738,0.4604,low 7881,Uganda,2021,remote,Health,Mid_Level,44.58,329320,0.5867,136103,0.1,13610,8,0.5608,0.7454,240.44,0.0558,0.3773,0.3431,0.3322,critical 7882,Mozambique,2019,urban,Health,Mid_Level,28.88,271919,0.4647,145570,0.1182,17213,6,0.6003,0.69,92.77,0.0558,0.2332,0.1656,0.3218,critical 7883,South Africa,2023,capital,Education,Executive,61.51,3636769,0.2184,2842649,0.3979,1131085,19,0.4968,0.9075,2346.58,0.0947,0.4287,0.5727,0.5786,moderate 7884,Ghana,2020,rural,ICT,Senior,31.29,871359,0.4295,497116,0.2102,104469,12,0.5008,0.7221,401.59,0.0705,0.3469,0.3999,0.4082,low 7885,Uganda,2022,rural,Security,Mid_Level,46.01,380097,0.4652,203269,0.1201,24412,6,0.5992,0.7736,187.53,0.0605,0.3121,0.4327,0.3692,low 7886,Botswana,2022,rural,Justice,Junior,2.52,105091,0.2098,83039,0.3039,25231,15,0.6001,0.9186,495.67,0.0643,0.5162,0.58,0.5584,moderate 7887,Mozambique,2020,rural,Health,Junior,29.66,311213,0.6,124485,0.113,14062,6,0.4571,0.5994,140.95,0.0612,0.1877,0.2082,0.2727,critical 7888,Kenya,2019,capital,Education,Junior,49.57,1709865,0.213,1345740,0.3393,456663,22,0.5848,0.8699,566.98,0.0715,0.5426,0.5208,0.5734,moderate 7889,South Africa,2023,urban,Justice,Director,61.51,3483743,0.2382,2654060,0.3923,1041286,15,0.5544,0.7718,1254.68,0.0839,0.5286,0.5704,0.5517,moderate 7890,DRC,2025,urban,Infrastructure,Director,108.36,661892,0.496,333602,0.1126,37573,3,0.4375,0.6168,341.36,0.0494,0.2264,0.2128,0.2981,critical 7891,Ghana,2024,urban,Agriculture,Senior,34.0,835711,0.3005,584587,0.2971,173687,13,0.5672,0.6889,416.36,0.0615,0.3244,0.4035,0.4578,low 7892,Uganda,2022,urban,Education,Senior,46.01,347509,0.4422,193846,0.2005,38859,5,0.5978,0.7288,379.99,0.0556,0.3491,0.4478,0.3911,low 7893,Rwanda,2025,urban,Social_Services,Mid_Level,14.34,430985,0.1522,365407,0.3309,120899,30,0.5308,0.7768,373.97,0.0959,0.4483,0.7729,0.6083,moderate 7894,South Africa,2025,rural,Finance,Mid_Level,62.5,3005620,0.324,2031908,0.2428,493442,16,0.5615,0.834,564.95,0.0945,0.4935,0.5618,0.5004,moderate 7895,Rwanda,2019,rural,Health,Junior,12.43,385288,0.2461,290464,0.2503,72689,19,0.6502,0.8594,527.59,0.0878,0.499,0.739,0.5513,moderate 7896,Tanzania,2020,capital,Education,Mid_Level,59.53,1141491,0.3116,785784,0.2126,167050,8,0.5908,0.7924,273.77,0.0515,0.3563,0.3617,0.4359,low 7897,Rwanda,2021,capital,Infrastructure,Mid_Level,13.04,352301,0.1164,311303,0.345,107414,21,0.5546,0.8971,404.55,0.0695,0.4878,0.7146,0.6145,moderate 7898,DRC,2022,remote,Justice,Junior,98.59,565230,0.6,226092,0.1,22609,4,0.5474,0.6418,126.73,0.0637,0.2412,0.1891,0.2743,critical 7899,Uganda,2022,capital,Administration,Executive,46.01,377832,0.3456,247241,0.2297,56780,5,0.5357,0.7284,816.63,0.0513,0.3762,0.4055,0.4209,low 7900,DRC,2025,rural,Health,Junior,108.36,618810,0.6,247524,0.1,24752,3,0.5095,0.6711,85.31,0.0487,0.2174,0.206,0.2755,critical 7901,DRC,2023,rural,Social_Services,Junior,101.74,655191,0.6,262076,0.1,26207,3,0.5468,0.7017,91.28,0.0587,0.2146,0.2312,0.2823,critical 7902,Mozambique,2019,rural,Social_Services,Junior,28.88,264308,0.492,134276,0.1071,14386,5,0.4528,0.5971,133.34,0.0619,0.1995,0.2331,0.2991,critical 7903,Kenya,2018,capital,Infrastructure,Director,48.55,1895227,0.1965,1522892,0.334,508590,16,0.5994,0.8802,1171.44,0.0921,0.5357,0.7761,0.5876,moderate 7904,Rwanda,2021,capital,Education,Mid_Level,13.04,355995,0.1578,299822,0.4002,119983,17,0.6321,0.804,515.51,0.0725,0.4613,0.7342,0.5933,moderate 7905,Kenya,2020,rural,Education,Junior,50.61,1909073,0.2482,1435240,0.1921,275651,14,0.6081,0.8703,470.66,0.0808,0.4442,0.5886,0.5048,moderate 7906,Ghana,2018,urban,Education,Junior,30.01,782939,0.2772,565945,0.2904,164367,10,0.4875,0.7788,186.25,0.0504,0.3753,0.4558,0.4783,low 7907,Ghana,2018,urban,Education,Junior,30.01,840910,0.2438,635884,0.309,196472,11,0.4707,0.7257,247.8,0.0635,0.3649,0.3657,0.4757,low 7908,DRC,2025,capital,Agriculture,Mid_Level,108.36,617491,0.5306,289870,0.1173,34012,3,0.5367,0.66,137.27,0.0601,0.1811,0.1901,0.2903,critical 7909,Mozambique,2022,remote,Finance,Junior,31.29,352383,0.6,140953,0.1,14095,6,0.5969,0.6045,135.4,0.0523,0.1805,0.1705,0.2658,critical 7910,Senegal,2019,capital,Agriculture,Mid_Level,15.76,377350,0.1919,304949,0.261,79590,9,0.5205,0.8198,236.57,0.0587,0.3871,0.403,0.4918,low 7911,Ethiopia,2021,capital,Security,Mid_Level,117.0,1570830,0.4308,894119,0.1496,133748,6,0.4592,0.626,126.85,0.0605,0.2216,0.2063,0.3314,critical 7912,Mozambique,2022,rural,Education,Director,31.29,293851,0.5658,127603,0.1131,14432,4,0.5186,0.612,348.44,0.0584,0.236,0.1901,0.2812,critical 7913,South Africa,2025,urban,ICT,Junior,62.5,3324013,0.2657,2440737,0.3762,918304,15,0.5956,0.8281,465.69,0.0682,0.4444,0.6842,0.5522,moderate 7914,DRC,2018,capital,Administration,Junior,86.92,464534,0.4797,241680,0.1154,27896,3,0.5324,0.6207,91.89,0.052,0.186,0.2006,0.2982,critical 7915,Botswana,2018,urban,Health,Executive,2.38,118309,0.2109,93352,0.3935,36734,28,0.5661,0.9213,1950.96,0.0677,0.4997,0.7182,0.6256,moderate 7916,Botswana,2023,urban,Finance,Mid_Level,2.56,110373,0.2132,86836,0.3592,31193,18,0.4995,0.7923,520.1,0.068,0.4734,0.6366,0.5613,moderate 7917,Mozambique,2018,rural,Justice,Mid_Level,28.12,248870,0.5518,111550,0.1,11155,4,0.5551,0.6925,103.45,0.0538,0.1981,0.2129,0.292,critical 7918,Rwanda,2025,urban,ICT,Junior,14.34,377177,0.1694,313277,0.3049,95529,28,0.5792,0.849,476.21,0.0879,0.5462,0.5626,0.5921,moderate 7919,South Africa,2025,urban,Justice,Junior,62.5,3106807,0.3071,2152654,0.3392,730140,15,0.5265,0.9267,404.01,0.0843,0.5111,0.6223,0.5479,moderate 7920,Mozambique,2022,rural,ICT,Senior,31.29,345237,0.4764,180772,0.1,18077,6,0.5203,0.64,228.36,0.0644,0.2265,0.2034,0.3099,critical 7921,Rwanda,2022,remote,Social_Services,Junior,13.35,417649,0.29,296517,0.1518,44997,26,0.6633,0.8058,440.1,0.0916,0.5081,0.7707,0.5292,moderate 7922,DRC,2025,capital,Education,Junior,108.36,591830,0.5235,282022,0.1308,36886,4,0.5639,0.6021,108.74,0.0567,0.1861,0.2268,0.2934,critical 7923,Senegal,2024,rural,Health,Junior,18.0,363744,0.3759,227002,0.1808,41037,8,0.4839,0.7151,281.19,0.0608,0.382,0.4142,0.4081,low 7924,Rwanda,2021,urban,Social_Services,Mid_Level,13.04,390157,0.1806,319707,0.2872,91824,17,0.5939,0.9201,417.89,0.0719,0.5476,0.6788,0.5798,moderate 7925,Nigeria,2023,urban,ICT,Mid_Level,224.39,3911739,0.2788,2820994,0.24,676983,9,0.4836,0.7237,320.31,0.0544,0.384,0.3746,0.4472,low 7926,South Africa,2018,capital,Education,Director,59.11,2792187,0.2079,2211760,0.3807,842087,16,0.5455,0.7911,1317.75,0.0747,0.5014,0.5626,0.5583,moderate 7927,Ethiopia,2024,rural,Health,Mid_Level,126.0,1710476,0.6,684190,0.1226,83881,4,0.4566,0.6942,86.56,0.0705,0.2348,0.2245,0.2907,critical 7928,Tanzania,2019,rural,Administration,Junior,57.79,1154140,0.4566,627206,0.1378,86410,9,0.5869,0.677,220.73,0.0717,0.3203,0.3461,0.361,low 7929,Kenya,2025,capital,Security,Senior,56.15,1674618,0.1824,1369225,0.2913,398858,21,0.531,0.9023,530.43,0.0765,0.5457,0.7633,0.596,moderate 7930,Nigeria,2024,remote,Education,Mid_Level,230.0,4263422,0.6,1705368,0.1092,186169,10,0.513,0.7261,281.03,0.0523,0.3376,0.3283,0.3278,critical 7931,Rwanda,2025,urban,Health,Director,14.34,419775,0.1782,344980,0.2974,102590,27,0.688,0.8038,892.36,0.0883,0.5022,0.6952,0.5876,moderate 7932,Uganda,2022,urban,Justice,Junior,46.01,372977,0.3769,232400,0.207,48111,7,0.5708,0.6834,219.75,0.0665,0.3215,0.3481,0.3945,low 7933,Rwanda,2025,rural,Finance,Mid_Level,14.34,476504,0.1964,382913,0.2147,82207,26,0.5583,0.8107,612.68,0.0668,0.4939,0.6177,0.5523,moderate 7934,Ethiopia,2022,capital,Agriculture,Mid_Level,119.93,1394723,0.3736,873626,0.1739,151922,6,0.6025,0.6008,85.01,0.062,0.1971,0.2229,0.3472,critical 7935,Botswana,2024,urban,ICT,Junior,2.6,104346,0.1786,85714,0.4018,34437,28,0.6675,0.9146,448.92,0.0915,0.539,0.7024,0.6371,moderate 7936,Ghana,2025,urban,Finance,Junior,34.71,883036,0.2219,687096,0.2314,158982,9,0.4927,0.6994,304.32,0.0692,0.3564,0.3712,0.4525,low 7937,Rwanda,2020,urban,Administration,Mid_Level,12.73,427062,0.1708,354108,0.2966,105020,20,0.6105,0.861,452.44,0.0726,0.5475,0.6773,0.5831,moderate 7938,Ghana,2025,urban,Infrastructure,Mid_Level,34.71,934221,0.318,637125,0.2297,146330,10,0.5205,0.7657,177.42,0.0688,0.368,0.4249,0.4471,low 7939,Ghana,2023,urban,Security,Junior,33.3,766028,0.3092,529165,0.2452,129769,15,0.5584,0.6864,197.0,0.0551,0.3638,0.405,0.4513,low 7940,South Africa,2025,remote,Education,Junior,62.5,2831087,0.4352,1599098,0.1693,270657,18,0.5354,0.8668,422.31,0.078,0.4878,0.6396,0.4713,low 7941,South Africa,2021,urban,Education,Junior,60.54,3306120,0.2514,2474933,0.3536,875209,23,0.5669,0.7754,569.38,0.0754,0.4786,0.5314,0.5504,moderate 7942,Ethiopia,2018,urban,Education,Mid_Level,108.65,1143126,0.4484,630598,0.1591,100329,6,0.5014,0.6134,155.86,0.0657,0.2013,0.2042,0.3252,critical 7943,Botswana,2024,urban,Education,Junior,2.6,109340,0.2154,85788,0.4136,35485,19,0.6584,0.934,443.35,0.0647,0.5244,0.5384,0.5934,moderate 7944,Ghana,2018,rural,Administration,Junior,30.01,800488,0.3954,483967,0.1801,87154,10,0.6176,0.7029,221.38,0.0535,0.3269,0.396,0.3989,low 7945,Kenya,2020,capital,Administration,Junior,50.61,1721649,0.1668,1434529,0.2883,413554,16,0.5813,0.7939,646.46,0.0954,0.5302,0.6833,0.5608,moderate 7946,Ghana,2019,urban,Infrastructure,Junior,30.64,827290,0.2402,628553,0.238,149594,15,0.6206,0.7771,196.64,0.0487,0.312,0.4293,0.4776,low 7947,Tanzania,2018,urban,Education,Junior,56.11,1080833,0.3463,706500,0.2064,145820,9,0.4655,0.7008,177.61,0.0693,0.3077,0.4326,0.4167,low 7948,South Africa,2018,rural,ICT,Mid_Level,59.11,2760064,0.3352,1834777,0.2402,440631,20,0.5054,0.9212,422.74,0.0865,0.4865,0.7452,0.5376,moderate 7949,Uganda,2023,remote,Social_Services,Junior,47.48,323292,0.6,129316,0.1,12931,5,0.5384,0.8235,229.52,0.0517,0.3476,0.418,0.3376,critical 7950,Botswana,2025,capital,Health,Senior,2.64,131841,0.1789,108255,0.4405,47685,16,0.6353,0.8774,938.27,0.0792,0.539,0.7563,0.6165,moderate 7951,Mozambique,2019,capital,Education,Junior,28.88,248161,0.4562,134956,0.1612,21758,4,0.5904,0.6134,143.42,0.0551,0.207,0.194,0.3184,critical 7952,South Africa,2021,urban,Health,Director,60.54,3266979,0.2553,2433006,0.3155,767498,17,0.6472,0.7768,1455.18,0.0952,0.5012,0.6807,0.5423,moderate 7953,Tanzania,2022,urban,Education,Junior,63.15,968436,0.251,725354,0.2341,169805,10,0.4943,0.7753,295.41,0.0551,0.3867,0.3525,0.461,low 7954,Ethiopia,2022,capital,Health,Junior,119.93,1326533,0.4197,769842,0.1823,140359,3,0.5492,0.5996,106.05,0.062,0.1995,0.1886,0.3269,critical 7955,Botswana,2025,urban,Infrastructure,Mid_Level,2.64,110110,0.2266,85156,0.3182,27097,15,0.5164,0.8909,552.5,0.0703,0.4895,0.6029,0.5533,moderate 7956,Ethiopia,2021,rural,Security,Junior,117.0,1528820,0.5215,731608,0.1193,87268,5,0.552,0.6989,130.79,0.0552,0.1947,0.186,0.3048,critical 7957,DRC,2018,remote,Health,Junior,86.92,460205,0.6,184082,0.1,18408,2,0.5832,0.6996,119.81,0.0646,0.1867,0.2175,0.2754,critical 7958,DRC,2024,capital,Security,Junior,105.0,558694,0.4207,323670,0.1121,36291,4,0.4423,0.5908,136.38,0.0528,0.2376,0.1863,0.3139,critical 7959,Senegal,2025,urban,Health,Executive,18.49,458268,0.2307,352552,0.2226,78473,11,0.5934,0.727,996.78,0.0567,0.3466,0.4583,0.465,low 7960,Tanzania,2018,capital,Security,Mid_Level,56.11,954201,0.2657,700687,0.2232,156385,6,0.5912,0.7089,266.81,0.0529,0.3002,0.4559,0.4363,low 7961,South Africa,2020,remote,Education,Junior,60.06,3550086,0.4301,2023184,0.1972,399040,23,0.5899,0.811,597.12,0.083,0.5182,0.5918,0.4819,low 7962,Uganda,2024,urban,Security,Mid_Level,49.0,341456,0.3962,206166,0.2091,43108,9,0.6009,0.7294,209.62,0.0505,0.4007,0.4211,0.4173,low 7963,Mozambique,2021,rural,Health,Mid_Level,30.47,320004,0.5137,155612,0.1,15561,4,0.5742,0.6344,110.41,0.0573,0.2415,0.2022,0.2961,critical 7964,DRC,2022,rural,Health,Mid_Level,98.59,534065,0.6,213626,0.1,21362,4,0.4803,0.5902,116.01,0.0511,0.1889,0.2355,0.266,critical 7965,Ghana,2023,capital,Education,Junior,33.3,891239,0.2797,641956,0.3363,215868,9,0.5729,0.6895,310.7,0.051,0.299,0.3513,0.4551,low 7966,Ghana,2019,capital,Justice,Mid_Level,30.64,657216,0.2293,506506,0.2936,148690,11,0.4892,0.7884,231.52,0.0492,0.3923,0.3909,0.4901,low 7967,Kenya,2021,urban,Education,Junior,51.68,1822999,0.189,1478434,0.3323,491232,12,0.5409,0.8252,649.64,0.0909,0.5424,0.6263,0.5565,moderate 7968,Uganda,2019,rural,Agriculture,Mid_Level,41.86,382992,0.4817,198512,0.1521,30202,5,0.4525,0.8096,255.88,0.0596,0.3704,0.4791,0.3865,low 7969,Ethiopia,2022,urban,Finance,Junior,119.93,1374613,0.4323,780419,0.1594,124383,5,0.5644,0.6753,146.09,0.0486,0.2071,0.1678,0.3331,critical 7970,Tanzania,2019,rural,Social_Services,Junior,57.79,895523,0.3623,571073,0.1427,81511,8,0.4568,0.7064,228.52,0.0642,0.3034,0.3318,0.3846,low 7971,Mozambique,2018,urban,Health,Executive,28.12,264486,0.3965,159614,0.1411,22523,5,0.5529,0.6441,374.92,0.0612,0.2352,0.1603,0.3348,critical 7972,Tanzania,2018,remote,Security,Mid_Level,56.11,860772,0.4631,462172,0.1192,55107,7,0.4653,0.7844,202.41,0.0694,0.3513,0.3385,0.3682,low 7973,DRC,2022,urban,Social_Services,Senior,98.59,533076,0.5134,259394,0.1022,26508,4,0.5545,0.7079,217.59,0.0576,0.226,0.2258,0.3086,critical 7974,Uganda,2022,urban,Security,Junior,46.01,345593,0.3293,231799,0.2194,50864,6,0.4868,0.79,176.93,0.0515,0.3092,0.4211,0.4291,low 7975,DRC,2022,remote,Health,Director,98.59,564551,0.6,225820,0.1,22582,4,0.5278,0.6123,239.29,0.0688,0.2201,0.199,0.2688,critical 7976,DRC,2022,remote,Education,Junior,98.59,550255,0.6,220102,0.1,22010,5,0.5235,0.6928,120.96,0.0508,0.1868,0.1933,0.2794,critical 7977,Rwanda,2021,capital,Education,Mid_Level,13.04,364703,0.1185,321480,0.3315,106566,18,0.5732,0.8743,379.59,0.0872,0.5348,0.5919,0.5921,moderate 7978,South Africa,2020,remote,Social_Services,Mid_Level,60.06,2846877,0.4045,1695219,0.1637,277497,18,0.4947,0.9085,482.19,0.0894,0.44,0.6464,0.4797,low 7979,Rwanda,2022,rural,Health,Junior,13.35,419714,0.2198,327451,0.2487,81445,22,0.6051,0.7802,464.36,0.0844,0.4342,0.6088,0.5336,moderate 7980,DRC,2018,rural,Justice,Mid_Level,86.92,539892,0.6,215956,0.1,21595,4,0.4943,0.6205,118.86,0.0579,0.1885,0.2092,0.2678,critical 7981,Kenya,2020,capital,ICT,Senior,50.61,1979913,0.1748,1633750,0.3352,547590,15,0.5992,0.8142,688.26,0.0913,0.4365,0.5447,0.5478,moderate 7982,Ethiopia,2021,rural,Finance,Junior,117.0,1273225,0.5966,513668,0.1,51366,5,0.5572,0.5929,144.68,0.0544,0.2275,0.1738,0.2674,critical 7983,Rwanda,2018,capital,Social_Services,Mid_Level,12.14,397892,0.1478,339065,0.3992,135360,21,0.5087,0.8173,483.37,0.0746,0.4972,0.667,0.6044,moderate 7984,Ghana,2020,remote,Education,Mid_Level,31.29,784646,0.5174,378676,0.1569,59420,10,0.5715,0.7055,322.69,0.0669,0.3068,0.4565,0.367,low 7985,South Africa,2022,capital,Health,Junior,61.02,3323976,0.2635,2448096,0.43,1052656,18,0.4947,0.9257,557.22,0.0739,0.5505,0.7604,0.6066,moderate 7986,Mozambique,2021,capital,Health,Director,30.47,261449,0.4371,147157,0.1425,20973,4,0.5798,0.6771,217.27,0.0682,0.2334,0.1657,0.3278,critical 7987,Rwanda,2020,remote,Finance,Junior,12.73,333094,0.2175,260632,0.1647,42913,26,0.6115,0.8086,373.42,0.0707,0.4999,0.5251,0.5256,moderate 7988,Rwanda,2019,rural,Health,Mid_Level,12.43,409969,0.2278,316597,0.2488,78760,19,0.4982,0.8582,587.74,0.0891,0.4257,0.5226,0.5263,moderate 7989,Ghana,2018,remote,Health,Junior,30.01,757684,0.5308,355526,0.1397,49684,11,0.6169,0.776,183.59,0.0611,0.3085,0.4519,0.3722,low 7990,DRC,2023,rural,Social_Services,Junior,101.74,627736,0.6,251094,0.1,25109,2,0.5826,0.6003,139.87,0.0647,0.2235,0.1921,0.2616,critical 7991,Botswana,2021,urban,Health,Junior,2.49,109161,0.1878,88664,0.33,29261,23,0.5259,0.818,428.86,0.0815,0.5205,0.5844,0.5763,moderate 7992,Uganda,2019,capital,Health,Senior,41.86,370404,0.4098,218596,0.211,46126,8,0.5131,0.7801,483.19,0.0552,0.3117,0.406,0.4091,low 7993,Ghana,2019,remote,Justice,Mid_Level,30.64,807104,0.4202,467946,0.1566,73262,11,0.5942,0.6881,267.66,0.0622,0.3014,0.3608,0.381,low 7994,Uganda,2022,capital,Education,Junior,46.01,325545,0.3323,217365,0.19,41310,8,0.5023,0.8049,280.18,0.0716,0.3954,0.447,0.4394,low 7995,Tanzania,2024,rural,Health,Executive,67.0,1073688,0.4231,619461,0.14,86730,6,0.5551,0.7523,1101.65,0.0674,0.3067,0.4574,0.3835,low 7996,Rwanda,2018,remote,Security,Mid_Level,12.14,360282,0.2182,281663,0.1701,47912,19,0.5972,0.8856,634.1,0.0885,0.5592,0.5792,0.5321,moderate 7997,South Africa,2023,capital,Health,Mid_Level,61.51,3265714,0.2682,2389951,0.3915,935696,18,0.5959,0.7814,623.33,0.0735,0.4475,0.6376,0.5516,moderate 7998,Ghana,2022,rural,Security,Junior,32.62,847483,0.3212,575302,0.2118,121847,12,0.4948,0.7074,303.53,0.0714,0.3869,0.4136,0.4388,low 7999,Nigeria,2018,capital,Infrastructure,Mid_Level,198.33,4457377,0.2792,3212721,0.2402,771783,9,0.5418,0.7423,294.72,0.0575,0.3972,0.3608,0.4499,low 8000,Senegal,2022,urban,Health,Executive,17.07,398839,0.2392,303422,0.2218,67286,13,0.5287,0.7219,709.96,0.0694,0.3448,0.4269,0.4636,low 8001,Senegal,2021,remote,Health,Senior,16.62,379388,0.4557,206509,0.1319,27247,8,0.5351,0.7875,356.5,0.0674,0.3872,0.4498,0.3909,low 8002,South Africa,2021,urban,Finance,Junior,60.54,2921762,0.2379,2226801,0.3457,769758,21,0.6688,0.8809,458.92,0.0686,0.5421,0.6038,0.5762,moderate 8003,Rwanda,2025,capital,Infrastructure,Mid_Level,14.34,388537,0.1222,341061,0.3342,113970,32,0.6124,0.8215,460.74,0.0959,0.4299,0.5244,0.6016,moderate 8004,DRC,2022,rural,Health,Junior,98.59,610497,0.6,244198,0.1,24419,3,0.4461,0.6985,91.61,0.0567,0.1891,0.19,0.2752,critical 8005,Rwanda,2025,rural,Education,Director,14.34,438692,0.2228,340962,0.225,76721,20,0.6327,0.9157,1023.28,0.0652,0.4974,0.763,0.564,moderate 8006,Kenya,2020,urban,Health,Senior,50.61,1811230,0.2077,1434977,0.3069,440338,19,0.5346,0.9133,826.15,0.0812,0.5574,0.6774,0.5828,moderate 8007,Botswana,2025,capital,Health,Junior,2.64,130820,0.175,107928,0.463,49968,18,0.5827,0.7852,612.41,0.0911,0.5332,0.5815,0.5963,moderate 8008,Botswana,2021,rural,Security,Junior,2.49,122200,0.2401,92859,0.2373,22039,21,0.5061,0.7771,466.21,0.0902,0.4261,0.6299,0.524,moderate 8009,Botswana,2022,rural,Agriculture,Mid_Level,2.52,111923,0.2567,83194,0.2758,22942,28,0.6063,0.7943,473.55,0.0848,0.4606,0.7241,0.5624,moderate 8010,Kenya,2025,urban,Administration,Junior,56.15,1896954,0.1691,1576272,0.3159,498013,19,0.5137,0.7715,639.76,0.0914,0.4443,0.6287,0.5572,moderate 8011,Botswana,2018,urban,Education,Mid_Level,2.38,95842,0.2262,74159,0.3265,24212,25,0.5657,0.9158,366.45,0.0903,0.4528,0.7451,0.5947,moderate 8012,Ghana,2022,capital,Health,Mid_Level,32.62,815064,0.277,589256,0.2862,168624,15,0.5206,0.7229,251.12,0.0537,0.3311,0.366,0.4679,low 8013,Kenya,2025,rural,Health,Junior,56.15,2146370,0.2765,1552891,0.2042,317032,17,0.6468,0.892,544.24,0.0884,0.5559,0.6738,0.5312,moderate 8014,Ghana,2023,urban,Justice,Mid_Level,33.3,817961,0.3187,557303,0.2536,141326,15,0.5095,0.796,255.48,0.0619,0.3228,0.3944,0.4623,low 8015,South Africa,2021,rural,Security,Mid_Level,60.54,3533596,0.3708,2223274,0.2884,641140,16,0.5398,0.871,622.36,0.0864,0.4999,0.5959,0.5096,moderate 8016,South Africa,2023,rural,Social_Services,Junior,61.51,2889686,0.2919,2046211,0.2753,563233,15,0.5699,0.8382,442.14,0.0903,0.4305,0.6682,0.5189,moderate 8017,Rwanda,2020,capital,Justice,Junior,12.73,355421,0.1597,298672,0.3177,94884,31,0.5759,0.8451,442.56,0.084,0.5504,0.5979,0.6086,moderate 8018,Botswana,2020,urban,Education,Junior,2.45,119770,0.2069,94990,0.3951,37528,24,0.6652,0.8642,533.12,0.0897,0.5436,0.7378,0.6148,moderate 8019,Nigeria,2023,capital,Finance,Mid_Level,224.39,4696844,0.325,3170186,0.2569,814420,7,0.4724,0.6819,311.9,0.051,0.3418,0.3405,0.421,low 8020,Ghana,2021,capital,Infrastructure,Mid_Level,31.94,855701,0.1925,691020,0.3329,230006,11,0.4639,0.7767,296.12,0.0591,0.3812,0.3242,0.4996,low 8021,South Africa,2019,urban,Finance,Mid_Level,59.58,3124968,0.3054,2170534,0.3297,715576,14,0.6015,0.8517,457.03,0.0879,0.422,0.7285,0.5339,moderate 8022,South Africa,2018,capital,Infrastructure,Junior,59.11,3182311,0.1881,2583562,0.3315,856525,14,0.5072,0.8816,400.21,0.0665,0.561,0.7709,0.5863,moderate 8023,Mozambique,2019,capital,Social_Services,Mid_Level,28.88,247237,0.4262,141858,0.1646,23352,4,0.4924,0.6324,89.36,0.0598,0.188,0.1612,0.3244,critical 8024,South Africa,2018,urban,Social_Services,Junior,59.11,2828283,0.2633,2083723,0.3343,696662,18,0.5644,0.8551,589.63,0.0897,0.5086,0.5643,0.5483,moderate 8025,Uganda,2019,rural,Infrastructure,Junior,41.86,348803,0.535,162192,0.1324,21468,8,0.561,0.756,317.66,0.0638,0.4002,0.4033,0.3631,low 8026,Uganda,2022,urban,Health,Director,46.01,376623,0.3757,235110,0.1676,39398,5,0.5935,0.7306,746.56,0.053,0.3072,0.4519,0.396,low 8027,DRC,2023,remote,Justice,Mid_Level,101.74,641241,0.6,256496,0.1,25649,3,0.5624,0.6229,126.08,0.0629,0.1786,0.2128,0.2651,critical 8028,Tanzania,2022,urban,Security,Mid_Level,63.15,1184961,0.2895,841857,0.194,163349,10,0.6149,0.7912,217.65,0.057,0.3538,0.4667,0.4519,low 8029,Botswana,2024,capital,Education,Senior,2.6,123886,0.1886,100522,0.3489,35072,24,0.6662,0.8574,865.68,0.0676,0.5369,0.5338,0.5858,moderate 8030,Senegal,2022,capital,ICT,Mid_Level,17.07,431409,0.2376,328899,0.2677,88052,13,0.5124,0.8214,197.45,0.0602,0.3892,0.4189,0.494,low 8031,Rwanda,2024,urban,Infrastructure,Senior,14.0,403897,0.1747,333334,0.2806,93521,21,0.6621,0.8396,814.79,0.0683,0.4206,0.6228,0.5592,moderate 8032,Rwanda,2019,urban,Education,Mid_Level,12.43,400332,0.1545,338495,0.3345,113218,18,0.5269,0.9046,590.96,0.0725,0.5568,0.76,0.6074,moderate 8033,South Africa,2024,capital,Education,Mid_Level,62.0,3036744,0.2377,2314859,0.3703,857265,18,0.6106,0.8586,409.22,0.0729,0.5126,0.5253,0.5607,moderate 8034,South Africa,2025,urban,Social_Services,Senior,62.5,3505768,0.2926,2479830,0.3138,778081,22,0.5746,0.8952,919.95,0.0745,0.4704,0.6803,0.5596,moderate 8035,DRC,2020,rural,Education,Mid_Level,92.57,636303,0.6,254521,0.1,25452,4,0.5321,0.6559,105.35,0.0551,0.2348,0.1799,0.2748,critical 8036,Mozambique,2019,capital,Justice,Mid_Level,28.88,256828,0.4048,152864,0.1507,23034,5,0.5051,0.7066,91.52,0.0532,0.1807,0.2354,0.3466,critical 8037,Uganda,2019,capital,Administration,Director,41.86,361721,0.3803,224168,0.195,43713,6,0.5082,0.7594,609.93,0.068,0.3488,0.4314,0.4106,low 8038,Tanzania,2020,urban,Social_Services,Mid_Level,59.53,1061862,0.246,800670,0.2428,194417,9,0.55,0.7301,283.04,0.0583,0.3232,0.4221,0.4558,low 8039,Ethiopia,2022,capital,Infrastructure,Director,119.93,1397334,0.4243,804381,0.1522,122412,5,0.4744,0.6661,364.13,0.0592,0.1968,0.2286,0.3369,critical 8040,Kenya,2019,urban,Health,Junior,49.57,1513287,0.19,1225701,0.321,393422,19,0.6429,0.914,583.02,0.0751,0.4212,0.6314,0.5726,moderate 8041,Ghana,2021,capital,Health,Mid_Level,31.94,895792,0.2443,676967,0.2772,187652,11,0.6192,0.8243,318.8,0.0708,0.3624,0.3797,0.4836,low 8042,Uganda,2019,remote,Infrastructure,Mid_Level,41.86,329483,0.5502,148194,0.1124,16650,8,0.5901,0.8079,201.5,0.0701,0.3921,0.4172,0.3626,low 8043,Botswana,2018,remote,Security,Junior,2.38,116033,0.3162,79340,0.2248,17838,17,0.5703,0.9145,542.18,0.0766,0.4543,0.7097,0.5232,moderate 8044,Tanzania,2021,rural,Finance,Mid_Level,61.31,972409,0.4543,530672,0.1697,90057,11,0.5518,0.7856,190.28,0.0563,0.3184,0.3585,0.3919,low 8045,DRC,2019,urban,Education,Mid_Level,89.7,599160,0.4596,323780,0.1062,34370,4,0.4631,0.6265,106.43,0.0713,0.2025,0.2344,0.3093,critical 8046,Kenya,2020,capital,Agriculture,Senior,50.61,1827721,0.1654,1525351,0.368,561346,21,0.5788,0.9211,940.2,0.0846,0.4527,0.7234,0.6089,moderate 8047,Kenya,2025,urban,Health,Junior,56.15,2008962,0.2015,1604133,0.3536,567147,20,0.6614,0.796,421.12,0.0646,0.5287,0.703,0.5806,moderate 8048,South Africa,2021,urban,Finance,Junior,60.54,3173658,0.2876,2260976,0.3391,766795,17,0.5755,0.8064,396.77,0.0811,0.5073,0.5436,0.5314,moderate 8049,Rwanda,2021,rural,Social_Services,Junior,13.04,413961,0.2437,313096,0.2403,75242,28,0.5461,0.8903,574.67,0.0844,0.4646,0.662,0.5654,moderate 8050,South Africa,2019,urban,Social_Services,Mid_Level,59.58,2940954,0.2488,2209222,0.3524,778566,21,0.5933,0.9073,367.9,0.0834,0.4841,0.5591,0.5688,moderate 8051,DRC,2018,remote,Administration,Mid_Level,86.92,598995,0.6,239598,0.1,23959,4,0.4803,0.6569,106.92,0.0562,0.2348,0.1995,0.277,critical 8052,DRC,2018,rural,ICT,Junior,86.92,551311,0.6,220524,0.1,22052,5,0.4482,0.7065,90.06,0.065,0.1786,0.2304,0.2844,critical 8053,Rwanda,2023,capital,Security,Mid_Level,13.67,405051,0.1671,337376,0.3966,133817,24,0.5067,0.8866,529.97,0.0812,0.4861,0.6272,0.6117,moderate 8054,Kenya,2021,capital,Health,Junior,51.68,1667242,0.1476,1421117,0.3859,548400,19,0.5767,0.8161,616.27,0.0739,0.56,0.6735,0.6028,moderate 8055,Senegal,2020,capital,Security,Junior,16.18,339369,0.258,251818,0.2332,58712,8,0.5211,0.6858,268.83,0.0682,0.347,0.4096,0.4423,low 8056,Mozambique,2022,urban,Administration,Junior,31.29,341827,0.4774,178632,0.1377,24602,7,0.4537,0.6262,150.06,0.0677,0.2384,0.2142,0.3218,critical 8057,Uganda,2019,remote,Finance,Executive,41.86,348636,0.6,139454,0.1,13945,6,0.4457,0.7914,920.62,0.0496,0.3052,0.3686,0.3261,critical 8058,Botswana,2025,capital,Finance,Mid_Level,2.64,111936,0.1608,93932,0.3839,36059,16,0.4869,0.8979,594.87,0.0735,0.5612,0.54,0.5906,moderate 8059,South Africa,2023,urban,Finance,Junior,61.51,2809626,0.2926,1987452,0.3773,749767,14,0.5854,0.824,405.25,0.0716,0.4301,0.5586,0.5286,moderate 8060,Mozambique,2021,remote,Infrastructure,Mid_Level,30.47,332878,0.6,133151,0.1,13315,5,0.4783,0.6014,129.02,0.069,0.2338,0.1939,0.2705,critical 8061,Botswana,2019,remote,Agriculture,Junior,2.41,96253,0.3301,64479,0.1874,12080,24,0.6418,0.8053,445.08,0.0791,0.4951,0.7043,0.5151,moderate 8062,Senegal,2018,rural,Administration,Mid_Level,15.34,317736,0.3542,205209,0.1695,34774,8,0.4897,0.7859,230.33,0.0708,0.3818,0.3479,0.4147,low 8063,Ghana,2024,remote,Social_Services,Mid_Level,34.0,767877,0.3853,471999,0.1459,68886,10,0.5067,0.688,233.53,0.0547,0.3924,0.4618,0.4038,low 8064,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1339566,0.6,535826,0.1048,56157,5,0.4697,0.6819,152.33,0.0514,0.2182,0.2194,0.2847,critical 8065,Kenya,2021,rural,Education,Mid_Level,51.68,1925224,0.2946,1358091,0.2204,299272,15,0.4954,0.7891,587.57,0.0902,0.5541,0.7228,0.515,moderate 8066,Senegal,2025,capital,Health,Mid_Level,18.49,460865,0.2481,346532,0.2303,79820,13,0.4945,0.8127,264.8,0.0612,0.3297,0.4497,0.4779,low 8067,Tanzania,2019,rural,Security,Junior,57.79,1072503,0.4173,624942,0.1516,94724,10,0.5591,0.7709,230.79,0.0707,0.3099,0.4626,0.4015,low 8068,Senegal,2024,capital,Health,Senior,18.0,362169,0.1839,295577,0.2909,85992,11,0.5645,0.7125,478.21,0.0692,0.3069,0.4732,0.4891,low 8069,Mozambique,2020,remote,Finance,Junior,29.66,269378,0.6,107751,0.1,10775,6,0.5479,0.6451,111.84,0.0606,0.2053,0.1715,0.2744,critical 8070,Rwanda,2025,urban,Education,Junior,14.34,480718,0.142,412478,0.3369,138968,26,0.6059,0.7825,634.62,0.0665,0.5281,0.6958,0.6035,moderate 8071,Ghana,2020,remote,Education,Senior,31.29,872597,0.404,520106,0.1605,83467,10,0.5048,0.794,349.74,0.0604,0.3519,0.4699,0.4154,low 8072,Mozambique,2024,urban,Health,Junior,33.0,323038,0.5081,158892,0.1415,22485,5,0.5429,0.6431,120.93,0.0646,0.2344,0.1975,0.3105,critical 8073,Ethiopia,2020,remote,Social_Services,Senior,114.15,1240307,0.6,496122,0.1,49612,4,0.5809,0.5917,164.02,0.0691,0.2381,0.2378,0.2713,critical 8074,South Africa,2020,rural,Education,Mid_Level,60.06,3293111,0.3811,2037964,0.262,533939,16,0.4982,0.8393,591.05,0.0694,0.5029,0.6712,0.5035,moderate 8075,Ghana,2019,urban,Security,Director,30.64,838973,0.2936,592628,0.2746,162741,9,0.5425,0.7824,529.02,0.0533,0.3573,0.4561,0.4664,low 8076,Uganda,2025,capital,Health,Junior,50.57,439794,0.3825,271575,0.1898,51557,5,0.5427,0.7448,193.95,0.0576,0.3214,0.4464,0.4028,low 8077,Senegal,2018,capital,Health,Junior,15.34,368021,0.2524,275115,0.2664,73281,13,0.5061,0.8047,262.37,0.0496,0.3897,0.3243,0.4781,low 8078,Botswana,2020,urban,Justice,Junior,2.45,102422,0.2093,80986,0.3781,30620,23,0.6097,0.7934,497.22,0.0675,0.553,0.7377,0.5978,moderate 8079,Ethiopia,2018,rural,Health,Director,108.65,1326096,0.5874,547116,0.109,59644,4,0.5128,0.7121,373.66,0.0642,0.227,0.1996,0.2899,critical 8080,Nigeria,2018,capital,Justice,Mid_Level,198.33,3775029,0.3163,2580982,0.2337,603271,7,0.5556,0.7576,290.75,0.0485,0.3743,0.4565,0.4436,low 8081,Rwanda,2019,capital,Finance,Junior,12.43,380565,0.1179,335704,0.3735,125397,24,0.6793,0.827,639.46,0.079,0.4837,0.6903,0.6154,moderate 8082,DRC,2020,rural,Infrastructure,Senior,92.57,612870,0.6,245148,0.1,24514,4,0.5293,0.7082,162.42,0.0704,0.203,0.1626,0.2778,critical 8083,Senegal,2020,rural,Education,Junior,16.18,399738,0.3117,275145,0.169,46503,10,0.5356,0.7746,232.62,0.0491,0.3314,0.4144,0.4301,low 8084,Botswana,2019,rural,Education,Mid_Level,2.41,116269,0.2289,89654,0.3015,27030,25,0.6555,0.85,463.74,0.0682,0.4218,0.5445,0.5548,moderate 8085,Uganda,2021,rural,Administration,Executive,44.58,355949,0.4868,182655,0.1391,25405,9,0.5469,0.7834,717.44,0.0489,0.3881,0.4092,0.3828,low 8086,Botswana,2019,urban,Security,Junior,2.41,104533,0.1638,87411,0.3158,27605,20,0.5137,0.8177,385.59,0.078,0.444,0.6075,0.5658,moderate 8087,Tanzania,2024,urban,Finance,Mid_Level,67.0,1190515,0.2714,867364,0.2435,211201,8,0.5,0.6777,276.65,0.0514,0.3421,0.3673,0.4356,low 8088,South Africa,2019,urban,Security,Junior,59.58,3354429,0.226,2596428,0.3169,822832,25,0.5938,0.904,399.41,0.0815,0.5019,0.7056,0.5916,moderate 8089,Kenya,2024,capital,Security,Mid_Level,55.0,2033926,0.1599,1708649,0.3653,624125,19,0.4967,0.864,358.68,0.0653,0.4329,0.7053,0.5923,moderate 8090,South Africa,2021,rural,ICT,Director,60.54,3498074,0.3145,2398027,0.2726,653724,18,0.517,0.8893,1500.19,0.0879,0.4714,0.7027,0.5353,moderate 8091,Ethiopia,2019,rural,Health,Junior,111.37,1145391,0.6,458156,0.1,45815,4,0.5567,0.6562,90.7,0.0506,0.1879,0.1763,0.2699,critical 8092,Senegal,2024,rural,Education,Junior,18.0,410429,0.3714,258008,0.1767,45597,12,0.6059,0.7281,245.36,0.0654,0.3835,0.3765,0.4166,low 8093,South Africa,2024,rural,Health,Mid_Level,62.0,3748712,0.3148,2568502,0.2501,642343,17,0.6036,0.7717,620.25,0.0819,0.4737,0.5855,0.498,low 8094,Ethiopia,2022,urban,Administration,Mid_Level,119.93,1364738,0.5646,594246,0.1735,103106,4,0.4641,0.6535,127.4,0.0575,0.2118,0.1858,0.3,critical 8095,Kenya,2022,rural,Health,Mid_Level,52.76,1629201,0.2763,1179044,0.2076,244797,21,0.6559,0.8228,489.89,0.0735,0.4349,0.5811,0.5104,moderate 8096,Kenya,2025,urban,Social_Services,Junior,56.15,2105796,0.1938,1697711,0.3077,522440,21,0.5058,0.8495,591.09,0.0682,0.5136,0.7597,0.5857,moderate 8097,DRC,2020,capital,ICT,Junior,92.57,584621,0.5142,283987,0.139,39467,4,0.492,0.6037,133.12,0.0632,0.1949,0.1797,0.2942,critical 8098,Mozambique,2024,remote,Administration,Senior,33.0,293982,0.6,117592,0.1,11759,6,0.4637,0.6042,151.5,0.0509,0.2035,0.2377,0.2748,critical 8099,Botswana,2025,rural,Agriculture,Mid_Level,2.64,135982,0.259,100761,0.2288,23051,23,0.5042,0.9021,598.11,0.0806,0.443,0.6457,0.5441,moderate 8100,Tanzania,2024,rural,Education,Junior,67.0,1300802,0.3977,783415,0.1453,113807,10,0.5307,0.7994,232.28,0.0698,0.3761,0.4626,0.4157,low 8101,Mozambique,2023,remote,Administration,Junior,32.13,368047,0.6,147218,0.1,14721,6,0.5296,0.6312,107.47,0.0565,0.2209,0.2312,0.2799,critical 8102,Rwanda,2021,rural,Health,Senior,13.04,352618,0.2391,268294,0.2376,63752,18,0.6141,0.9263,883.87,0.0728,0.5383,0.7708,0.5645,moderate 8103,South Africa,2022,rural,Security,Junior,61.02,2856986,0.3366,1895184,0.2371,449312,25,0.5289,0.9239,544.1,0.0922,0.4236,0.6034,0.5289,moderate 8104,Ghana,2020,remote,ICT,Mid_Level,31.29,795654,0.386,488499,0.1555,75965,13,0.6273,0.7062,284.27,0.0537,0.4008,0.4708,0.418,low 8105,Uganda,2020,urban,Infrastructure,Junior,43.2,324772,0.4335,183996,0.188,34584,8,0.5758,0.7181,287.87,0.0661,0.3187,0.3238,0.3806,low 8106,Ghana,2024,rural,Health,Junior,34.0,817637,0.422,472591,0.169,79865,16,0.5257,0.7403,175.44,0.0511,0.3195,0.4771,0.4175,low 8107,Rwanda,2025,capital,Administration,Junior,14.34,419674,0.1452,358753,0.3159,113328,26,0.6013,0.9341,422.71,0.0944,0.4739,0.7652,0.6217,moderate 8108,Uganda,2022,urban,Health,Mid_Level,46.01,330935,0.446,183348,0.1994,36568,9,0.531,0.7669,239.4,0.0611,0.3392,0.436,0.4034,low 8109,Botswana,2022,capital,Administration,Junior,2.52,119179,0.1635,99689,0.4609,45947,24,0.5759,0.8583,637.94,0.0858,0.4765,0.6154,0.6223,moderate 8110,Rwanda,2019,urban,ICT,Mid_Level,12.43,394223,0.1658,328856,0.3546,116625,32,0.7064,0.796,570.45,0.0812,0.5035,0.6621,0.6132,moderate 8111,Tanzania,2025,urban,Health,Senior,69.01,1185046,0.2439,896045,0.2106,188717,10,0.5415,0.6827,475.63,0.0675,0.3261,0.435,0.4452,low 8112,South Africa,2025,capital,Administration,Junior,62.5,3052317,0.2236,2369688,0.3228,764876,19,0.5435,0.7763,495.19,0.0807,0.5372,0.7791,0.5704,moderate 8113,Kenya,2025,capital,Social_Services,Mid_Level,56.15,2155369,0.1626,1804989,0.3593,648555,19,0.5767,0.9066,433.27,0.0768,0.4753,0.6683,0.597,moderate 8114,Ghana,2018,urban,Health,Junior,30.01,810161,0.2514,606484,0.2431,147450,14,0.5003,0.7326,286.6,0.0715,0.372,0.43,0.473,low 8115,South Africa,2019,rural,ICT,Junior,59.58,3020961,0.306,2096433,0.2236,468750,17,0.5834,0.8277,559.65,0.0833,0.4338,0.5631,0.4957,low 8116,South Africa,2019,urban,ICT,Mid_Level,59.58,3441164,0.2593,2548897,0.3462,882401,23,0.5479,0.7903,381.76,0.0838,0.4489,0.5453,0.5472,moderate 8117,Rwanda,2025,capital,Security,Senior,14.34,439333,0.1703,364521,0.393,143243,30,0.691,0.8771,572.11,0.0733,0.537,0.6731,0.6332,moderate 8118,Uganda,2019,remote,Security,Junior,41.86,361601,0.5807,151604,0.1012,15337,7,0.5153,0.8123,197.79,0.0614,0.3226,0.3609,0.3378,critical 8119,Nigeria,2025,rural,Education,Mid_Level,235.75,5227201,0.4789,2723747,0.1441,392590,9,0.5649,0.786,324.45,0.0502,0.3747,0.4117,0.3853,low 8120,Uganda,2018,capital,Social_Services,Junior,40.56,338224,0.3447,221640,0.237,52534,7,0.5764,0.7186,191.78,0.0669,0.3935,0.381,0.4258,low 8121,Rwanda,2024,capital,Education,Junior,14.0,374948,0.1533,317454,0.3605,114453,31,0.6106,0.87,610.83,0.073,0.5358,0.6962,0.633,moderate 8122,Ghana,2025,rural,Agriculture,Senior,34.71,851601,0.3176,581149,0.1784,103690,11,0.5426,0.8094,458.09,0.0593,0.3046,0.4133,0.4359,low 8123,Mozambique,2023,rural,Education,Mid_Level,32.13,360911,0.5842,150068,0.1054,15818,4,0.5125,0.6514,96.98,0.0701,0.1901,0.2177,0.2788,critical 8124,Uganda,2023,rural,Health,Mid_Level,47.48,399965,0.6,159986,0.1449,23179,6,0.5844,0.7703,322.81,0.0627,0.3984,0.3701,0.3436,critical 8125,Botswana,2022,urban,Health,Senior,2.52,126815,0.1556,107083,0.3919,41965,22,0.5412,0.8879,765.49,0.0645,0.4881,0.6271,0.6088,moderate 8126,Nigeria,2023,urban,Security,Junior,224.39,5125186,0.2975,3600487,0.2485,894824,9,0.5249,0.8207,260.0,0.0664,0.3809,0.4449,0.4659,low 8127,Senegal,2018,urban,Administration,Mid_Level,15.34,313420,0.2361,239423,0.2319,55524,9,0.5269,0.7066,269.54,0.0564,0.2994,0.3516,0.4425,low 8128,Ethiopia,2025,remote,Infrastructure,Senior,129.15,1463264,0.6,585305,0.1,58530,4,0.5653,0.646,136.56,0.0536,0.2142,0.2083,0.2742,critical 8129,Mozambique,2024,urban,Security,Junior,33.0,341131,0.4124,200443,0.1503,30128,7,0.5662,0.6664,93.19,0.0636,0.2126,0.1623,0.3394,critical 8130,Kenya,2018,urban,Infrastructure,Director,48.55,1544638,0.166,1288229,0.3298,424801,19,0.6244,0.8954,1328.53,0.0801,0.4348,0.7426,0.5905,moderate 8131,DRC,2023,remote,ICT,Executive,101.74,565769,0.6,226307,0.1,22630,4,0.5884,0.633,474.33,0.0515,0.179,0.2267,0.2705,critical 8132,Tanzania,2025,capital,Health,Junior,69.01,1177042,0.309,813285,0.2302,187239,9,0.5022,0.6839,241.92,0.0591,0.3425,0.3569,0.4253,low 8133,Rwanda,2021,capital,Social_Services,Mid_Level,13.04,431976,0.1636,361306,0.3726,134628,23,0.5386,0.8409,521.89,0.0781,0.5301,0.7536,0.6143,moderate 8134,Kenya,2025,urban,Administration,Mid_Level,56.15,1875474,0.2304,1443448,0.3256,469943,16,0.5333,0.7856,428.13,0.0662,0.4752,0.6171,0.5409,moderate 8135,Tanzania,2021,rural,Security,Mid_Level,61.31,1208909,0.3574,776821,0.1342,104286,7,0.4579,0.7846,240.58,0.0598,0.2997,0.3571,0.3951,low 8136,Ethiopia,2020,rural,Finance,Junior,114.15,1251216,0.5877,515924,0.1064,54897,4,0.5769,0.6989,153.96,0.0695,0.2147,0.1948,0.2855,critical 8137,Senegal,2019,rural,Security,Junior,15.76,397858,0.2629,293243,0.1884,55250,9,0.5896,0.7697,286.63,0.0543,0.3585,0.4225,0.4474,low 8138,Rwanda,2023,rural,Education,Mid_Level,13.67,457883,0.2566,340400,0.2256,76792,23,0.5613,0.8973,480.91,0.0655,0.5251,0.7496,0.5618,moderate 8139,Tanzania,2023,capital,Health,Junior,65.05,1138862,0.3023,794630,0.2537,201569,8,0.5506,0.7963,287.64,0.0656,0.3078,0.4384,0.4519,low 8140,South Africa,2025,capital,Education,Director,62.5,3196853,0.2164,2505066,0.3887,973636,20,0.637,0.7698,1391.32,0.0768,0.4834,0.6482,0.5717,moderate 8141,Ghana,2024,rural,Education,Junior,34.0,936644,0.345,613517,0.2096,128592,13,0.5167,0.7031,278.34,0.0605,0.3754,0.4359,0.4353,low 8142,Kenya,2020,remote,Administration,Junior,50.61,1693071,0.329,1136104,0.1498,170216,18,0.6461,0.798,564.2,0.0834,0.4413,0.6505,0.4791,low 8143,Tanzania,2025,urban,ICT,Mid_Level,69.01,1396303,0.351,906168,0.2065,187161,10,0.5652,0.7603,210.05,0.0618,0.3082,0.4381,0.4276,low 8144,Uganda,2025,urban,Finance,Junior,50.57,393175,0.3839,242241,0.2202,53341,5,0.5481,0.7904,199.22,0.0607,0.3318,0.3539,0.4087,low 8145,Mozambique,2021,capital,Justice,Junior,30.47,328681,0.3193,223741,0.1486,33248,5,0.5415,0.7104,98.61,0.0636,0.2096,0.2224,0.3696,low 8146,Rwanda,2022,urban,Social_Services,Director,13.35,454591,0.1366,392492,0.3633,142592,27,0.6878,0.8862,1022.78,0.0878,0.4375,0.6445,0.6153,moderate 8147,Uganda,2019,rural,Education,Executive,41.86,356518,0.6,142607,0.1603,22859,9,0.5607,0.7661,1013.59,0.0544,0.3775,0.3677,0.352,low 8148,Rwanda,2020,rural,Infrastructure,Senior,12.73,370947,0.2259,287165,0.218,62598,28,0.6119,0.7684,879.16,0.0693,0.4535,0.7206,0.5507,moderate 8149,DRC,2019,urban,Education,Junior,89.7,502802,0.4901,256378,0.1295,33213,4,0.4598,0.6921,119.4,0.0628,0.1968,0.2049,0.3138,critical 8150,Rwanda,2023,urban,Social_Services,Senior,13.67,440325,0.1396,378855,0.3099,117409,17,0.5502,0.8318,603.43,0.0825,0.4585,0.7762,0.5833,moderate 8151,Ghana,2020,urban,Health,Mid_Level,31.29,804737,0.2444,608051,0.2546,154786,10,0.4901,0.7131,306.27,0.0484,0.3113,0.3418,0.4498,low 8152,Nigeria,2023,remote,Education,Junior,224.39,4041712,0.5004,2019331,0.1247,251865,12,0.5982,0.7668,258.06,0.0636,0.3405,0.3813,0.3733,low 8153,Ghana,2022,capital,Administration,Mid_Level,32.62,831552,0.2326,638151,0.3269,208595,9,0.541,0.7235,208.76,0.0678,0.3765,0.4286,0.4851,low 8154,Ethiopia,2019,rural,Education,Mid_Level,111.37,1348440,0.5757,572146,0.109,62368,4,0.5179,0.6909,119.1,0.0706,0.2067,0.2251,0.2901,critical 8155,Uganda,2021,rural,Education,Director,44.58,350056,0.485,180271,0.143,25787,8,0.5718,0.6912,492.12,0.0544,0.3531,0.3828,0.3618,low 8156,DRC,2025,remote,Health,Junior,108.36,707222,0.6,282888,0.1,28288,4,0.5635,0.6407,108.03,0.0703,0.2308,0.167,0.2709,critical 8157,Uganda,2020,capital,Education,Mid_Level,43.2,320036,0.3047,222515,0.188,41839,5,0.4907,0.7664,175.85,0.067,0.3015,0.4616,0.4246,low 8158,Nigeria,2025,urban,Finance,Junior,235.75,4598643,0.3042,3199552,0.2392,765181,11,0.4978,0.7469,298.83,0.0573,0.3394,0.4216,0.4494,low 8159,Mozambique,2021,rural,Social_Services,Junior,30.47,331703,0.5224,158415,0.1017,16113,7,0.5921,0.6604,91.51,0.0628,0.222,0.2269,0.3063,critical 8160,Mozambique,2018,rural,Finance,Senior,28.12,261053,0.6,104421,0.1014,10588,5,0.4781,0.6591,157.71,0.0554,0.2333,0.1801,0.2781,critical 8161,Kenya,2018,capital,Social_Services,Mid_Level,48.55,1895885,0.2154,1487535,0.3618,538151,16,0.5506,0.7991,568.25,0.0643,0.5615,0.7767,0.5803,moderate 8162,South Africa,2023,urban,Education,Mid_Level,61.51,3191254,0.2082,2526951,0.3723,940817,15,0.5043,0.8317,592.69,0.0953,0.5119,0.7009,0.5746,moderate 8163,Tanzania,2020,capital,Education,Director,59.53,1003200,0.3119,690278,0.2497,172384,6,0.5671,0.7392,467.26,0.0705,0.389,0.4598,0.4452,low 8164,Ghana,2024,rural,Security,Mid_Level,34.0,843192,0.3839,519490,0.1805,93742,8,0.5602,0.7677,243.43,0.0704,0.3684,0.3525,0.4064,low 8165,Nigeria,2018,urban,Finance,Junior,198.33,3663287,0.4036,2184619,0.2043,446265,12,0.4894,0.7782,262.71,0.0484,0.3588,0.4018,0.423,low 8166,South Africa,2024,urban,Finance,Junior,62.0,2829313,0.2432,2141206,0.3308,708294,22,0.56,0.7657,494.55,0.0813,0.4962,0.5572,0.5471,moderate 8167,Ghana,2021,capital,Security,Mid_Level,31.94,834238,0.2196,651012,0.2764,179932,9,0.5401,0.6968,277.05,0.0523,0.3957,0.3215,0.4629,low 8168,Rwanda,2018,capital,Agriculture,Junior,12.14,398913,0.1379,343908,0.3529,121375,20,0.6594,0.9099,370.19,0.0753,0.4231,0.6994,0.6025,moderate 8169,Rwanda,2018,capital,Finance,Junior,12.14,366410,0.1414,314605,0.3418,107546,30,0.5741,0.8742,420.3,0.0757,0.4973,0.6658,0.6226,moderate 8170,South Africa,2022,rural,Infrastructure,Mid_Level,61.02,3412388,0.3546,2202337,0.2839,625300,24,0.6563,0.9243,383.48,0.0689,0.4572,0.7226,0.549,moderate 8171,South Africa,2024,urban,Finance,Junior,62.0,3280066,0.2093,2593525,0.3312,858931,24,0.5752,0.8358,539.85,0.0923,0.5519,0.5878,0.5798,moderate 8172,Kenya,2018,rural,Education,Junior,48.55,1884329,0.2981,1322701,0.1952,258207,20,0.6136,0.7927,491.69,0.08,0.4594,0.6643,0.5056,moderate 8173,Tanzania,2024,urban,Finance,Mid_Level,67.0,1311219,0.2419,994017,0.2107,209440,8,0.578,0.8192,241.32,0.0485,0.3389,0.4236,0.4613,low 8174,Rwanda,2022,urban,Justice,Mid_Level,13.35,429233,0.1324,372422,0.2842,105839,24,0.6638,0.9316,534.25,0.0883,0.4703,0.7235,0.6071,moderate 8175,Tanzania,2024,urban,Education,Senior,67.0,1032891,0.3095,713171,0.2357,168095,11,0.5698,0.7084,456.38,0.0608,0.3912,0.3221,0.4366,low 8176,South Africa,2023,urban,Health,Senior,61.51,3108461,0.2151,2439844,0.3893,949824,23,0.5267,0.8768,634.4,0.0743,0.4696,0.6816,0.5977,moderate 8177,Uganda,2023,remote,Administration,Senior,47.48,424215,0.6,169686,0.1032,17510,6,0.5339,0.7344,481.05,0.049,0.3485,0.4515,0.331,critical 8178,Ghana,2023,remote,ICT,Senior,33.3,812614,0.3942,492248,0.1382,68040,8,0.4565,0.7737,460.38,0.0565,0.3537,0.4775,0.4052,low 8179,Uganda,2024,remote,Education,Mid_Level,49.0,386192,0.5535,172422,0.112,19312,6,0.542,0.739,195.45,0.0625,0.3795,0.366,0.34,critical 8180,Ethiopia,2022,rural,Infrastructure,Senior,119.93,1566589,0.5558,695892,0.1043,72569,5,0.4841,0.6813,187.01,0.0493,0.1829,0.163,0.2864,critical 8181,DRC,2021,rural,Justice,Senior,95.53,650928,0.6,260371,0.1,26037,4,0.4853,0.641,214.08,0.0563,0.1888,0.1729,0.2673,critical 8182,Botswana,2023,urban,Health,Mid_Level,2.56,124976,0.2092,98834,0.3585,35433,25,0.637,0.9148,539.5,0.0778,0.4537,0.7526,0.6077,moderate 8183,Botswana,2022,rural,Education,Mid_Level,2.52,103955,0.2502,77942,0.237,18472,22,0.5756,0.8775,414.28,0.0864,0.5529,0.6973,0.5583,moderate 8184,Mozambique,2022,rural,Security,Executive,31.29,329603,0.49,168086,0.1,16808,4,0.4391,0.6827,449.3,0.0536,0.2177,0.2311,0.3098,critical 8185,Kenya,2018,capital,Education,Junior,48.55,1507009,0.1677,1254319,0.3368,422433,15,0.6363,0.7864,586.91,0.0833,0.4226,0.5527,0.5453,moderate 8186,DRC,2021,rural,Administration,Junior,95.53,602847,0.6,241138,0.1,24113,4,0.5304,0.697,103.12,0.0624,0.1925,0.2271,0.2815,critical 8187,Kenya,2025,urban,Administration,Executive,56.15,1793389,0.2113,1414425,0.2866,405354,14,0.5406,0.8235,1963.76,0.0677,0.4759,0.5337,0.5283,moderate 8188,Nigeria,2023,urban,Education,Junior,224.39,4104224,0.317,2803188,0.1989,557616,10,0.5478,0.7282,218.44,0.0673,0.3187,0.3222,0.4188,low 8189,Uganda,2019,urban,Administration,Mid_Level,41.86,291844,0.4498,160563,0.1787,28693,7,0.5488,0.7504,225.33,0.05,0.3056,0.441,0.3869,low 8190,Tanzania,2019,remote,Health,Junior,57.79,1050191,0.489,536601,0.1233,66157,10,0.5633,0.706,190.46,0.0696,0.3431,0.4322,0.367,low 8191,Nigeria,2023,urban,Education,Mid_Level,224.39,4013595,0.3599,2568926,0.2448,628986,9,0.574,0.7172,297.62,0.0524,0.3567,0.4342,0.4304,low 8192,Mozambique,2022,capital,Education,Junior,31.29,277449,0.4208,160710,0.1649,26503,5,0.5654,0.6476,86.7,0.0686,0.2223,0.1656,0.3345,critical 8193,Nigeria,2024,remote,Agriculture,Mid_Level,230.0,4921247,0.5311,2307787,0.1183,273019,8,0.4544,0.7098,243.4,0.0594,0.3991,0.4324,0.3564,low 8194,Senegal,2022,capital,Education,Junior,17.07,342337,0.2002,273788,0.2795,76526,11,0.52,0.7976,272.9,0.053,0.332,0.4135,0.4915,low 8195,Nigeria,2024,capital,Justice,Junior,230.0,4691499,0.2733,3409434,0.2196,748817,7,0.5308,0.8,279.89,0.0708,0.352,0.3985,0.4491,low 8196,Rwanda,2018,rural,Security,Junior,12.14,320878,0.2134,252390,0.2031,51260,32,0.692,0.8979,517.2,0.0664,0.5299,0.5434,0.5694,moderate 8197,Ghana,2023,rural,Education,Junior,33.3,824273,0.413,483821,0.1794,86806,9,0.6115,0.7011,213.29,0.0687,0.3518,0.4156,0.396,low 8198,Botswana,2023,capital,Health,Junior,2.56,132018,0.1481,112461,0.4617,51918,21,0.5579,0.7833,368.35,0.0661,0.5326,0.7548,0.6271,moderate 8199,Tanzania,2023,rural,Education,Junior,65.05,1143220,0.3763,713081,0.1359,96935,7,0.4604,0.7559,289.3,0.0602,0.3579,0.4574,0.4023,low 8200,Uganda,2023,rural,Agriculture,Junior,47.48,328774,0.6,131509,0.1421,18682,5,0.4592,0.7809,185.82,0.0493,0.3639,0.424,0.3439,critical 8201,Ghana,2022,rural,Social_Services,Junior,32.62,729919,0.4035,435390,0.1864,81162,9,0.5805,0.7695,299.79,0.0596,0.3543,0.4058,0.4097,low 8202,Rwanda,2025,urban,Health,Junior,14.34,387973,0.1311,337106,0.2787,93959,19,0.6359,0.8053,607.97,0.069,0.5535,0.7553,0.5861,moderate 8203,Uganda,2025,rural,Education,Mid_Level,50.57,371692,0.4561,202145,0.1551,31345,5,0.4849,0.805,297.19,0.0629,0.3345,0.3283,0.3743,low 8204,Nigeria,2024,capital,Finance,Executive,230.0,4759328,0.2439,3598313,0.2148,772741,11,0.5292,0.7209,1008.6,0.0561,0.3766,0.4291,0.4589,low 8205,DRC,2020,remote,ICT,Mid_Level,92.57,517250,0.6,206900,0.1,20690,4,0.5698,0.6846,140.82,0.0568,0.2011,0.2011,0.2779,critical 8206,Nigeria,2024,urban,Agriculture,Junior,230.0,4147221,0.3909,2526109,0.214,540487,10,0.6174,0.7516,237.57,0.0549,0.3281,0.4529,0.4216,low 8207,Uganda,2021,urban,Justice,Mid_Level,44.58,362679,0.3728,227473,0.1655,37643,7,0.5514,0.7218,254.25,0.0654,0.3206,0.3702,0.393,low 8208,Rwanda,2024,urban,Justice,Senior,14.0,367526,0.1733,303841,0.3075,93425,30,0.5604,0.9153,577.56,0.0907,0.4566,0.5355,0.5951,moderate 8209,Ethiopia,2019,urban,Education,Junior,111.37,1256051,0.5505,564564,0.1646,92943,4,0.4858,0.6892,84.32,0.0658,0.2105,0.2295,0.3109,critical 8210,Ghana,2025,capital,Education,Junior,34.71,957522,0.2566,711822,0.327,232772,11,0.4853,0.7769,212.92,0.0681,0.3751,0.3863,0.4878,low 8211,Tanzania,2019,urban,Infrastructure,Mid_Level,57.79,1068364,0.3497,694793,0.2436,169269,9,0.5004,0.6948,182.65,0.0521,0.3504,0.3331,0.4186,low 8212,Ethiopia,2018,rural,Education,Junior,108.65,1213871,0.6,485548,0.1226,59545,5,0.4433,0.6194,128.88,0.0599,0.2392,0.1896,0.2789,critical 8213,DRC,2022,urban,Infrastructure,Junior,98.59,590519,0.507,291113,0.1054,30675,3,0.5493,0.7148,145.6,0.0714,0.197,0.2157,0.3056,critical 8214,Kenya,2024,capital,Security,Junior,55.0,2183282,0.2122,1719894,0.3014,518312,19,0.6583,0.7775,586.67,0.0801,0.4661,0.6116,0.5442,moderate 8215,Kenya,2020,capital,Health,Mid_Level,50.61,1770348,0.1951,1425023,0.3259,464369,21,0.6248,0.8744,493.96,0.0689,0.4241,0.7034,0.5791,moderate 8216,Kenya,2018,capital,Education,Director,48.55,1794864,0.1946,1445631,0.3623,523792,20,0.6662,0.7794,955.38,0.0951,0.4856,0.7539,0.5828,moderate 8217,Ethiopia,2022,rural,Infrastructure,Director,119.93,1272078,0.5256,603418,0.1249,75357,4,0.5786,0.5853,383.53,0.0514,0.189,0.1768,0.2842,critical 8218,Nigeria,2024,urban,Finance,Junior,230.0,4436124,0.3247,2995887,0.2494,747305,10,0.5867,0.7607,183.15,0.0688,0.3197,0.3622,0.4385,low 8219,South Africa,2021,rural,Education,Junior,60.54,3519938,0.3473,2297489,0.227,521435,24,0.6645,0.8463,604.57,0.0761,0.5471,0.6024,0.5218,moderate 8220,Uganda,2025,rural,Social_Services,Director,50.57,431235,0.4717,227826,0.1561,35564,7,0.5887,0.7141,504.2,0.0484,0.3562,0.3331,0.3647,low 8221,Uganda,2022,urban,ICT,Junior,46.01,362520,0.4805,188329,0.212,39922,6,0.5936,0.7978,182.53,0.0507,0.3806,0.4601,0.4016,low 8222,Mozambique,2025,rural,Agriculture,Mid_Level,33.89,325712,0.6,130284,0.1076,14020,5,0.5721,0.6209,151.76,0.0637,0.1993,0.1985,0.2723,critical 8223,Rwanda,2021,rural,Finance,Senior,13.04,393778,0.2534,294002,0.2463,72418,23,0.5854,0.8812,889.74,0.0736,0.4441,0.5889,0.5412,moderate 8224,DRC,2021,capital,ICT,Junior,95.53,657041,0.5289,309543,0.1122,34737,3,0.5071,0.6769,128.09,0.0625,0.2231,0.1894,0.2961,critical 8225,Uganda,2022,remote,Health,Mid_Level,46.01,346913,0.6,138765,0.1176,16316,5,0.5938,0.6763,245.0,0.0519,0.3577,0.3947,0.3186,critical 8226,DRC,2021,remote,Infrastructure,Junior,95.53,600849,0.6,240339,0.1,24033,3,0.5563,0.7061,121.54,0.0644,0.1864,0.1961,0.2767,critical 8227,Rwanda,2021,capital,Health,Mid_Level,13.04,375806,0.1371,324268,0.4008,129951,20,0.6322,0.9178,571.9,0.0749,0.4705,0.5557,0.6062,moderate 8228,Rwanda,2018,capital,Education,Junior,12.14,395872,0.1471,337639,0.3166,106896,18,0.6539,0.8709,352.2,0.0726,0.5135,0.7452,0.5939,moderate 8229,Ghana,2025,rural,Health,Junior,34.71,781458,0.335,519655,0.2172,112868,15,0.5362,0.7213,246.66,0.0549,0.3958,0.3864,0.4445,low 8230,Tanzania,2025,capital,Education,Mid_Level,69.01,1354576,0.2487,1017664,0.2268,230822,10,0.4902,0.6813,196.21,0.0655,0.3728,0.3419,0.4432,low 8231,Kenya,2019,rural,Justice,Junior,49.57,1757979,0.3144,1205220,0.2067,249080,15,0.5841,0.8324,447.15,0.0884,0.4173,0.6333,0.4905,low 8232,Uganda,2020,remote,Infrastructure,Senior,43.2,372593,0.6,149037,0.1,14903,9,0.525,0.7034,365.26,0.0671,0.3574,0.4194,0.3307,critical 8233,Uganda,2020,remote,Agriculture,Mid_Level,43.2,377549,0.6,151019,0.1003,15143,9,0.4971,0.7088,277.79,0.0576,0.3123,0.3479,0.3199,critical 8234,Nigeria,2022,remote,ICT,Senior,218.92,3983147,0.6,1593258,0.1146,182613,7,0.4756,0.699,276.84,0.0573,0.3291,0.4668,0.3306,critical 8235,DRC,2024,urban,Infrastructure,Mid_Level,105.0,611165,0.5252,290162,0.101,29307,4,0.5173,0.6482,150.77,0.0685,0.2027,0.2014,0.2916,critical 8236,Uganda,2021,rural,Administration,Mid_Level,44.58,404201,0.6,161680,0.1316,21272,7,0.5175,0.6901,218.12,0.0588,0.3852,0.4674,0.3392,critical 8237,Uganda,2021,capital,Administration,Mid_Level,44.58,395939,0.3016,276513,0.23,63604,5,0.5795,0.8196,271.77,0.0607,0.3612,0.442,0.4479,low 8238,South Africa,2024,capital,Education,Junior,62.0,3246545,0.2093,2567033,0.3633,932522,25,0.6177,0.8498,495.4,0.0783,0.4174,0.5548,0.5757,moderate 8239,Ethiopia,2023,remote,Infrastructure,Director,122.93,1316572,0.6,526628,0.1,52662,4,0.48,0.646,245.16,0.0507,0.1811,0.1981,0.2698,critical 8240,Botswana,2025,rural,Agriculture,Junior,2.64,122780,0.2647,90276,0.2345,21168,25,0.6029,0.9338,392.71,0.0677,0.515,0.6787,0.5644,moderate 8241,Mozambique,2020,rural,ICT,Junior,29.66,306691,0.4863,157561,0.1096,17272,6,0.4694,0.6243,141.93,0.0582,0.2385,0.2003,0.3084,critical 8242,Uganda,2022,capital,Administration,Senior,46.01,325866,0.3119,224231,0.2114,47411,8,0.5706,0.6864,417.8,0.0713,0.3609,0.4085,0.4248,low 8243,Ethiopia,2023,rural,Education,Mid_Level,122.93,1578039,0.6,631215,0.1112,70185,5,0.5761,0.5856,147.58,0.0605,0.2038,0.2164,0.2702,critical 8244,Nigeria,2025,urban,Social_Services,Director,235.75,4297082,0.3878,2630728,0.2608,686054,10,0.4909,0.6887,663.43,0.0528,0.3179,0.3999,0.4183,low 8245,Senegal,2021,urban,Security,Junior,16.62,368465,0.208,291840,0.275,80242,8,0.5811,0.6961,275.32,0.049,0.2993,0.3504,0.4561,low 8246,Nigeria,2022,capital,Education,Director,218.92,4473056,0.2859,3194270,0.2183,697251,7,0.5384,0.8246,488.53,0.0536,0.3988,0.474,0.4616,low 8247,Uganda,2022,rural,Agriculture,Junior,46.01,350106,0.4336,198308,0.1311,26005,7,0.4553,0.7235,214.34,0.0693,0.3065,0.3686,0.3679,low 8248,Kenya,2024,urban,Education,Mid_Level,55.0,1901336,0.1634,1590665,0.3122,496590,12,0.4847,0.888,564.18,0.0765,0.45,0.5275,0.5482,moderate 8249,Ethiopia,2023,rural,Justice,Junior,122.93,1276393,0.5552,567736,0.122,69245,3,0.5278,0.6684,140.18,0.0481,0.2183,0.234,0.2947,critical 8250,Rwanda,2021,rural,Education,Junior,13.04,373072,0.2329,286200,0.2064,59079,23,0.5137,0.9137,619.91,0.0776,0.4711,0.7304,0.5581,moderate 8251,Mozambique,2025,rural,Administration,Mid_Level,33.89,302957,0.6,121182,0.1127,13663,7,0.5911,0.5853,155.63,0.0585,0.1804,0.2117,0.2727,critical 8252,Tanzania,2018,urban,Education,Senior,56.11,1064673,0.352,689942,0.1848,127487,10,0.487,0.7227,454.9,0.0493,0.4016,0.4231,0.4241,low 8253,Senegal,2021,remote,Agriculture,Junior,16.62,382122,0.3372,253286,0.1506,38153,11,0.5679,0.7429,296.87,0.0664,0.3583,0.3988,0.418,low 8254,Tanzania,2021,remote,Administration,Mid_Level,61.31,1263112,0.5863,522603,0.121,63232,8,0.5353,0.7382,300.06,0.065,0.3601,0.4496,0.3454,critical 8255,Nigeria,2022,remote,Health,Mid_Level,218.92,4724126,0.6,1889650,0.1248,235859,8,0.4878,0.7308,312.0,0.0612,0.374,0.3884,0.3371,critical 8256,DRC,2023,remote,Agriculture,Director,101.74,669114,0.6,267645,0.1,26764,4,0.4769,0.6151,279.59,0.0642,0.1966,0.2179,0.2687,critical 8257,South Africa,2019,remote,Education,Junior,59.58,2956539,0.487,1516762,0.1663,252251,19,0.6258,0.7711,507.09,0.0646,0.4932,0.7215,0.4545,low 8258,DRC,2023,capital,Education,Junior,101.74,595294,0.4868,305509,0.1186,36247,4,0.4435,0.5996,90.23,0.0623,0.1809,0.18,0.294,critical 8259,DRC,2025,urban,Education,Mid_Level,108.36,553837,0.4633,297219,0.1262,37514,3,0.4582,0.596,116.2,0.0696,0.1953,0.2026,0.3024,critical 8260,Nigeria,2024,capital,Security,Junior,230.0,4256655,0.3321,2842989,0.2281,648392,12,0.5382,0.7241,238.03,0.05,0.3104,0.3804,0.4317,low 8261,Nigeria,2024,capital,Health,Junior,230.0,4540524,0.2902,3222826,0.2612,841903,8,0.4804,0.7717,277.0,0.0619,0.3636,0.3827,0.4531,low 8262,Senegal,2019,remote,Health,Senior,15.76,343290,0.4089,202908,0.1245,25256,13,0.6057,0.7769,329.71,0.0554,0.3704,0.3235,0.3973,low 8263,Tanzania,2025,capital,Finance,Senior,69.01,1275595,0.2581,946318,0.2252,213153,7,0.5706,0.7793,449.73,0.0664,0.3105,0.3222,0.4395,low 8264,Nigeria,2019,capital,Administration,Junior,203.29,4607329,0.2556,3429869,0.2644,906992,7,0.56,0.6777,187.81,0.0543,0.3565,0.4014,0.4472,low 8265,Tanzania,2023,rural,Health,Mid_Level,65.05,1089144,0.3956,658312,0.137,90209,8,0.5093,0.8131,188.4,0.0504,0.3452,0.4723,0.4091,low 8266,Botswana,2024,urban,Security,Junior,2.6,133942,0.1649,111861,0.3324,37187,15,0.5254,0.7762,628.97,0.0754,0.4944,0.5865,0.5539,moderate 8267,Nigeria,2019,capital,Finance,Junior,203.29,4133142,0.3489,2691026,0.2878,774392,12,0.5156,0.6841,254.55,0.0632,0.3103,0.4341,0.4418,low 8268,Kenya,2018,capital,Administration,Senior,48.55,1844195,0.2083,1460009,0.319,465722,18,0.6015,0.8756,615.73,0.0658,0.4701,0.7576,0.5768,moderate 8269,Ghana,2023,urban,Education,Mid_Level,33.3,945314,0.2477,711197,0.2631,187124,16,0.5713,0.7498,273.83,0.0662,0.3372,0.4543,0.4855,low 8270,Tanzania,2019,capital,Infrastructure,Mid_Level,57.79,980625,0.2412,744058,0.233,173369,8,0.5783,0.7703,300.62,0.0645,0.3213,0.4527,0.4609,low 8271,Botswana,2019,urban,Education,Mid_Level,2.41,104873,0.1904,84907,0.3695,31371,21,0.6338,0.8985,476.12,0.0913,0.4701,0.67,0.5961,moderate 8272,Kenya,2018,rural,Health,Mid_Level,48.55,1924950,0.2528,1438320,0.2046,294291,17,0.6278,0.9162,417.69,0.0951,0.5025,0.6871,0.5368,moderate 8273,Mozambique,2019,urban,Health,Mid_Level,28.88,276172,0.4512,151574,0.15,22730,6,0.4715,0.6013,115.99,0.0584,0.1994,0.1646,0.3163,critical 8274,DRC,2019,rural,Administration,Junior,89.7,463468,0.6,185387,0.1,18538,3,0.4574,0.6945,125.9,0.0705,0.2262,0.1849,0.2778,critical 8275,Ghana,2022,urban,Health,Junior,32.62,930168,0.3021,649134,0.2297,149112,11,0.5745,0.7768,211.5,0.0577,0.3747,0.4721,0.4606,low 8276,Botswana,2020,capital,Security,Junior,2.45,112642,0.1541,95279,0.4146,39504,17,0.4928,0.9113,359.06,0.0766,0.4772,0.642,0.6062,moderate 8277,Ethiopia,2025,urban,Security,Mid_Level,129.15,1620863,0.5623,709438,0.173,122746,6,0.5712,0.6678,128.69,0.0621,0.1916,0.2242,0.3094,critical 8278,Rwanda,2023,rural,Security,Mid_Level,13.67,368658,0.2499,276514,0.2139,59148,26,0.604,0.8016,623.2,0.0766,0.5369,0.6245,0.5424,moderate 8279,Ethiopia,2025,capital,Administration,Director,129.15,1710630,0.432,971570,0.1925,187073,4,0.5451,0.6589,240.43,0.062,0.2034,0.1709,0.3364,critical 8280,Senegal,2020,capital,ICT,Junior,16.18,351542,0.1754,289870,0.2637,76439,12,0.5625,0.7537,194.89,0.0598,0.316,0.4043,0.4872,low 8281,Mozambique,2020,rural,Health,Junior,29.66,305080,0.5146,148089,0.101,14956,7,0.4489,0.6775,127.73,0.071,0.2402,0.2252,0.3123,critical 8282,Ghana,2024,rural,Finance,Mid_Level,34.0,764051,0.3877,467825,0.201,94010,10,0.5117,0.7041,198.02,0.0574,0.3938,0.3509,0.4084,low 8283,Uganda,2018,remote,Finance,Junior,40.56,336507,0.6,134602,0.1149,15465,6,0.5397,0.7389,270.22,0.0509,0.3854,0.4501,0.3381,critical 8284,Tanzania,2022,capital,Administration,Mid_Level,63.15,1069768,0.2783,772094,0.2327,179696,9,0.5482,0.7073,244.05,0.0609,0.3469,0.4067,0.4426,low 8285,Mozambique,2018,remote,Education,Mid_Level,28.12,288360,0.6,115344,0.1,11534,6,0.5343,0.6519,109.02,0.0563,0.189,0.1882,0.2755,critical 8286,South Africa,2024,urban,Finance,Senior,62.0,3450097,0.2487,2592029,0.3113,806907,25,0.5515,0.8915,534.45,0.089,0.5209,0.6861,0.5826,moderate 8287,South Africa,2019,rural,Education,Junior,59.58,2819683,0.3492,1835121,0.2732,501422,16,0.5623,0.917,568.03,0.0719,0.4758,0.5485,0.511,moderate 8288,Kenya,2018,rural,Health,Mid_Level,48.55,1891308,0.2256,1464638,0.205,300292,12,0.5683,0.8105,525.38,0.0883,0.4706,0.5612,0.4996,low 8289,Kenya,2018,urban,Health,Mid_Level,48.55,1474222,0.1848,1201762,0.3359,403694,20,0.5425,0.8477,533.79,0.0823,0.5466,0.6581,0.5854,moderate 8290,Tanzania,2022,rural,Education,Senior,63.15,1022317,0.4293,583392,0.1408,82126,7,0.5748,0.7707,403.34,0.0567,0.3969,0.3717,0.3878,low 8291,Ethiopia,2019,urban,Health,Executive,111.37,1506736,0.5241,717080,0.1646,118050,3,0.4942,0.623,360.84,0.0682,0.2371,0.2149,0.3063,critical 8292,Rwanda,2019,rural,Security,Junior,12.43,394462,0.18,323444,0.2243,72559,18,0.6166,0.8633,485.66,0.0896,0.5332,0.6755,0.5564,moderate 8293,Botswana,2018,remote,Administration,Mid_Level,2.38,118921,0.296,83723,0.183,15318,20,0.6317,0.7724,621.59,0.0926,0.4323,0.6211,0.4929,low 8294,Tanzania,2024,remote,Social_Services,Junior,67.0,1135631,0.4678,604384,0.1095,66176,8,0.5431,0.7696,194.37,0.0507,0.3754,0.4742,0.3808,low 8295,Nigeria,2021,rural,Health,Junior,213.58,4820398,0.5137,2344156,0.1654,387642,12,0.5987,0.7462,207.94,0.0576,0.3562,0.3477,0.3752,low 8296,Rwanda,2019,urban,Education,Junior,12.43,419209,0.1727,346822,0.3382,117295,29,0.6252,0.8496,417.57,0.096,0.5227,0.6973,0.6133,moderate 8297,DRC,2020,capital,Security,Junior,92.57,574265,0.4066,340780,0.1392,47426,4,0.56,0.6834,100.44,0.0485,0.2159,0.2033,0.3376,critical 8298,South Africa,2022,urban,Agriculture,Mid_Level,61.02,3481644,0.294,2457928,0.3126,768454,20,0.5844,0.8668,403.57,0.0701,0.463,0.6445,0.5454,moderate 8299,South Africa,2020,urban,Health,Mid_Level,60.06,2887178,0.2895,2051198,0.3497,717277,17,0.5375,0.8022,472.72,0.0915,0.4847,0.6843,0.5448,moderate 8300,Senegal,2024,rural,Health,Junior,18.0,358490,0.305,249168,0.1855,46227,8,0.5176,0.7746,244.47,0.0638,0.4018,0.367,0.4332,low 8301,Tanzania,2024,urban,Administration,Senior,67.0,1288398,0.3071,892761,0.2078,185489,8,0.5754,0.7284,471.94,0.0481,0.3831,0.4417,0.4369,low 8302,Botswana,2022,rural,Health,Mid_Level,2.52,96873,0.2257,75007,0.2908,21815,20,0.5593,0.8382,556.44,0.0841,0.5406,0.6842,0.5645,moderate 8303,Ethiopia,2025,remote,Health,Junior,129.15,1339807,0.6,535922,0.1,53592,5,0.5532,0.6946,119.45,0.0676,0.237,0.2232,0.2877,critical 8304,Ghana,2019,capital,Infrastructure,Mid_Level,30.64,807862,0.2196,630442,0.3137,197752,14,0.5971,0.7672,292.18,0.0681,0.3055,0.3962,0.4938,low 8305,DRC,2019,remote,Education,Junior,89.7,568289,0.6,227315,0.1,22731,4,0.4624,0.605,104.25,0.057,0.2408,0.1683,0.2667,critical 8306,Senegal,2018,rural,Security,Junior,15.34,349622,0.3703,220159,0.155,34125,12,0.6211,0.8054,216.67,0.0638,0.3233,0.4512,0.4244,low 8307,Ghana,2022,rural,Education,Senior,32.62,730482,0.3912,444732,0.2084,92699,9,0.52,0.7954,441.42,0.0701,0.3962,0.4666,0.4324,low 8308,Uganda,2023,capital,Health,Mid_Level,47.48,326068,0.3103,224901,0.2197,49405,7,0.5514,0.7796,306.84,0.0597,0.3346,0.4311,0.4384,low 8309,Ghana,2021,capital,Education,Mid_Level,31.94,851867,0.2428,645006,0.2589,167019,13,0.5362,0.7092,231.05,0.0644,0.3571,0.3676,0.4654,low 8310,Ethiopia,2024,remote,Health,Senior,126.0,1542868,0.6,617147,0.1,61714,3,0.5838,0.6787,221.35,0.0604,0.236,0.1775,0.2757,critical 8311,DRC,2023,capital,Administration,Junior,101.74,624326,0.4912,317648,0.1135,36040,4,0.5033,0.5905,137.04,0.056,0.1886,0.1669,0.2897,critical 8312,Botswana,2023,urban,ICT,Director,2.56,104671,0.1587,88056,0.3696,32548,18,0.5643,0.7859,1208.53,0.0678,0.5618,0.5558,0.5774,moderate 8313,South Africa,2019,capital,Education,Junior,59.58,3106982,0.2201,2423263,0.4068,985731,22,0.66,0.9233,433.77,0.0713,0.5363,0.6101,0.6048,moderate 8314,Ghana,2024,remote,Finance,Senior,34.0,825861,0.4506,453713,0.1598,72491,15,0.4773,0.6846,422.18,0.0575,0.364,0.3776,0.3916,low 8315,Senegal,2025,rural,Finance,Senior,18.49,354836,0.3484,231202,0.1654,38243,9,0.5301,0.8015,357.44,0.049,0.3483,0.3812,0.4199,low 8316,Nigeria,2022,urban,Education,Director,218.92,4550053,0.365,2889371,0.2134,616475,9,0.496,0.7575,477.59,0.0706,0.3117,0.3704,0.4164,low 8317,Botswana,2019,capital,Health,Director,2.41,103572,0.1712,85845,0.414,35543,18,0.6541,0.9164,1028.16,0.0943,0.5567,0.6742,0.6163,moderate 8318,Botswana,2018,capital,Infrastructure,Mid_Level,2.38,119505,0.183,97641,0.3907,38144,25,0.6413,0.8283,505.66,0.084,0.4518,0.5857,0.5924,moderate 8319,Botswana,2021,rural,Security,Junior,2.49,96482,0.296,67924,0.2544,17279,22,0.5067,0.8327,428.23,0.0949,0.4672,0.564,0.5226,moderate 8320,Rwanda,2023,urban,Justice,Junior,13.67,395381,0.1309,343640,0.2788,95811,22,0.5227,0.856,644.45,0.0929,0.4893,0.6343,0.5827,moderate 8321,Kenya,2025,urban,Justice,Mid_Level,56.15,1802298,0.1899,1460040,0.3485,508869,17,0.5418,0.7666,467.03,0.0736,0.4777,0.6464,0.5596,moderate 8322,Ethiopia,2023,remote,Agriculture,Senior,122.93,1688978,0.6,675591,0.1,67559,6,0.4564,0.6097,141.73,0.0614,0.2109,0.169,0.2694,critical 8323,Uganda,2022,capital,Social_Services,Junior,46.01,337436,0.3872,206776,0.2126,43956,8,0.4771,0.7283,224.71,0.0713,0.3778,0.4728,0.4206,low 8324,Uganda,2022,rural,Education,Junior,46.01,373312,0.5881,153757,0.1462,22486,9,0.5145,0.7015,197.15,0.0489,0.3555,0.3726,0.3401,critical 8325,Nigeria,2021,urban,Infrastructure,Junior,213.58,4624130,0.3245,3123569,0.2643,825523,9,0.4989,0.7951,226.39,0.0591,0.326,0.448,0.4541,low 8326,Ghana,2022,urban,Security,Junior,32.62,787587,0.2506,590225,0.2921,172400,14,0.5979,0.6839,272.13,0.0536,0.3987,0.4062,0.4785,low 8327,DRC,2025,rural,Education,Director,108.36,645423,0.5776,272630,0.1,27263,5,0.4466,0.6062,233.08,0.0627,0.2293,0.1606,0.273,critical 8328,Rwanda,2024,capital,Education,Mid_Level,14.0,474313,0.1707,393326,0.325,127842,32,0.6867,0.8487,539.23,0.0839,0.5472,0.6233,0.6129,moderate 8329,Ghana,2024,rural,Health,Mid_Level,34.0,934709,0.4276,534985,0.1715,91735,16,0.6274,0.7775,230.91,0.0694,0.3259,0.3373,0.4089,low 8330,Ghana,2018,urban,Agriculture,Junior,30.01,649154,0.2191,506910,0.2879,145953,11,0.566,0.7228,197.93,0.05,0.2976,0.3926,0.4721,low 8331,South Africa,2018,remote,Education,Senior,59.11,2738359,0.3618,1747512,0.1888,329924,23,0.6354,0.8036,702.48,0.0831,0.461,0.5619,0.4871,low 8332,Rwanda,2021,urban,Education,Junior,13.04,351945,0.163,294586,0.3542,104331,20,0.6521,0.7853,638.75,0.0947,0.4987,0.6965,0.5851,moderate 8333,Tanzania,2024,capital,Education,Junior,67.0,1134694,0.2425,859532,0.247,212283,8,0.4992,0.7843,296.0,0.0513,0.3476,0.3686,0.4604,low 8334,Uganda,2022,urban,Agriculture,Senior,46.01,358078,0.4047,213161,0.1814,38658,5,0.4794,0.7098,372.48,0.0639,0.3407,0.3924,0.3864,low 8335,Kenya,2022,capital,Social_Services,Mid_Level,52.76,1823463,0.1838,1488299,0.3224,479880,13,0.5418,0.9019,646.47,0.0904,0.4547,0.5775,0.5557,moderate 8336,Mozambique,2024,rural,Security,Junior,33.0,305651,0.5761,129576,0.1,12957,5,0.5969,0.634,145.85,0.0675,0.2101,0.2357,0.2832,critical 8337,DRC,2021,urban,Education,Mid_Level,95.53,536262,0.528,253096,0.1279,32362,4,0.4551,0.6829,130.1,0.0659,0.1807,0.207,0.3012,critical 8338,Uganda,2018,rural,Health,Junior,40.56,291287,0.5613,127774,0.1393,17793,8,0.5119,0.7736,234.8,0.0596,0.3913,0.3673,0.3564,low 8339,Botswana,2023,capital,Justice,Junior,2.56,126748,0.1373,109351,0.3777,41303,24,0.5235,0.921,500.38,0.0775,0.4991,0.7487,0.633,moderate 8340,Tanzania,2020,urban,Health,Director,59.53,1228686,0.2798,884860,0.2264,200300,10,0.5162,0.8105,624.13,0.0682,0.3534,0.434,0.4619,low 8341,South Africa,2020,urban,Administration,Mid_Level,60.06,2998323,0.2773,2166902,0.3738,810086,24,0.6162,0.8176,528.85,0.0748,0.49,0.5823,0.564,moderate 8342,Rwanda,2020,rural,Infrastructure,Mid_Level,12.73,405359,0.2008,323956,0.2165,70132,19,0.5183,0.8026,424.85,0.0881,0.4571,0.7556,0.5431,moderate 8343,Kenya,2021,urban,Education,Mid_Level,51.68,1562581,0.1718,1294145,0.2987,386505,18,0.6407,0.8971,579.22,0.0828,0.4787,0.76,0.5852,moderate 8344,Botswana,2018,capital,Social_Services,Senior,2.38,98696,0.1668,82238,0.3781,31095,21,0.5897,0.9045,547.08,0.0862,0.4288,0.7798,0.6119,moderate 8345,Uganda,2021,rural,Security,Director,44.58,320840,0.5396,147727,0.1367,20188,9,0.5281,0.758,655.86,0.0524,0.3933,0.3931,0.3641,low 8346,Senegal,2021,remote,Health,Junior,16.62,342952,0.4689,182156,0.1289,23472,12,0.5279,0.8036,266.16,0.0486,0.353,0.3396,0.3848,low 8347,DRC,2021,urban,ICT,Senior,95.53,520647,0.5956,210535,0.1031,21711,4,0.5031,0.6503,221.78,0.0588,0.1914,0.201,0.2737,critical 8348,Nigeria,2022,capital,Health,Mid_Level,218.92,4126917,0.3184,2813060,0.2374,667680,8,0.4693,0.8159,281.16,0.0503,0.3074,0.3445,0.4373,low 8349,Nigeria,2021,urban,Security,Mid_Level,213.58,4681376,0.3145,3209054,0.2565,823007,10,0.4954,0.8145,299.27,0.0497,0.3654,0.4017,0.4594,low 8350,Tanzania,2025,urban,Education,Junior,69.01,1149644,0.3215,779994,0.2063,160881,11,0.6193,0.7828,251.31,0.0584,0.3435,0.4399,0.4444,low 8351,Mozambique,2020,remote,Security,Mid_Level,29.66,331639,0.6,132655,0.1,13265,5,0.5563,0.6488,88.37,0.0606,0.1974,0.1707,0.2716,critical 8352,Ethiopia,2023,capital,Finance,Junior,122.93,1356669,0.3425,891963,0.1727,154046,5,0.4852,0.6523,102.48,0.0642,0.2191,0.2039,0.3602,low 8353,Nigeria,2019,capital,Education,Senior,203.29,3812001,0.3162,2606695,0.2871,748276,12,0.5192,0.7279,481.93,0.0617,0.3593,0.3917,0.457,low 8354,Kenya,2018,capital,Agriculture,Junior,48.55,1719970,0.2106,1357721,0.3791,514734,14,0.6269,0.7694,558.6,0.0719,0.4478,0.6327,0.5506,moderate 8355,Uganda,2019,rural,Education,Executive,41.86,357407,0.553,159758,0.1265,20210,8,0.5464,0.7087,772.41,0.0717,0.3581,0.4156,0.3471,critical 8356,Nigeria,2020,urban,Education,Junior,208.37,4417073,0.3779,2747986,0.2323,638292,12,0.5588,0.7177,225.79,0.06,0.384,0.4784,0.4375,low 8357,Ghana,2018,urban,Health,Junior,30.01,774503,0.2232,601601,0.2786,167601,14,0.4795,0.7218,228.66,0.0533,0.3695,0.4161,0.4857,low 8358,Tanzania,2021,urban,Education,Mid_Level,61.31,1219259,0.2706,889352,0.2434,216450,7,0.4703,0.7775,229.69,0.0546,0.3494,0.457,0.458,low 8359,Botswana,2024,rural,Security,Junior,2.6,110354,0.2592,81746,0.293,23951,23,0.5107,0.88,486.61,0.0848,0.5539,0.7259,0.5759,moderate 8360,Tanzania,2019,urban,ICT,Junior,57.79,894612,0.2448,675651,0.2331,157480,9,0.4875,0.7813,290.84,0.0654,0.3287,0.3617,0.4558,low 8361,Uganda,2019,urban,Health,Mid_Level,41.86,308949,0.4118,181731,0.165,29982,6,0.4491,0.7206,226.7,0.0588,0.3165,0.4581,0.3889,low 8362,Ghana,2024,rural,Infrastructure,Mid_Level,34.0,795473,0.3366,527748,0.2132,112534,12,0.5897,0.739,322.59,0.0577,0.3849,0.3472,0.4332,low 8363,Ghana,2018,rural,Infrastructure,Junior,30.01,659081,0.358,423149,0.2109,89254,8,0.5137,0.7152,249.24,0.0716,0.3358,0.4095,0.4151,low 8364,Tanzania,2025,rural,Justice,Junior,69.01,1246483,0.4657,666047,0.1478,98436,7,0.4614,0.7622,251.22,0.069,0.3472,0.415,0.3786,low 8365,Botswana,2023,rural,ICT,Junior,2.56,108495,0.2742,78745,0.2725,21460,20,0.5262,0.8204,632.61,0.0818,0.5278,0.5922,0.5346,moderate 8366,Senegal,2022,capital,Agriculture,Junior,17.07,413233,0.1839,337232,0.2936,99013,8,0.5992,0.8015,279.48,0.0641,0.3386,0.4793,0.4994,low 8367,Botswana,2018,capital,Security,Mid_Level,2.38,99275,0.1604,83351,0.4152,34603,21,0.5073,0.7711,483.11,0.0792,0.5147,0.7759,0.6109,moderate 8368,Rwanda,2018,capital,Agriculture,Junior,12.14,341939,0.1329,296496,0.3226,95662,26,0.6283,0.8852,389.79,0.0698,0.563,0.584,0.6099,moderate 8369,Uganda,2022,capital,Security,Junior,46.01,356997,0.3197,242849,0.2054,49877,9,0.4972,0.7015,186.5,0.0526,0.3797,0.3535,0.4225,low 8370,Rwanda,2025,capital,Education,Senior,14.34,443100,0.1415,380395,0.3183,121085,28,0.6353,0.926,958.45,0.0832,0.4577,0.7533,0.6242,moderate 8371,Rwanda,2019,urban,Health,Mid_Level,12.43,334305,0.1938,269520,0.2913,78519,26,0.5666,0.9223,623.59,0.0916,0.5056,0.6178,0.5901,moderate 8372,Rwanda,2023,capital,Health,Mid_Level,13.67,395877,0.1651,330536,0.3757,124173,31,0.5456,0.8864,510.29,0.064,0.4245,0.7746,0.633,moderate 8373,Mozambique,2019,capital,Agriculture,Junior,28.88,301779,0.3643,191848,0.1626,31198,5,0.5627,0.6652,137.4,0.0696,0.2153,0.1855,0.3519,low 8374,Senegal,2023,urban,Finance,Junior,17.53,395987,0.2279,305740,0.2197,67181,11,0.6141,0.6893,324.75,0.0664,0.3397,0.4388,0.4567,low 8375,South Africa,2025,urban,Education,Junior,62.5,3714893,0.2978,2608496,0.3647,951193,24,0.6754,0.88,351.21,0.0742,0.4462,0.667,0.57,moderate 8376,Ethiopia,2022,remote,Administration,Junior,119.93,1547632,0.6,619052,0.1,61905,3,0.5097,0.6309,119.83,0.066,0.2236,0.1783,0.2673,critical 8377,Mozambique,2019,rural,Justice,Executive,28.88,245539,0.5284,115801,0.1107,12822,6,0.4617,0.6134,440.94,0.072,0.2141,0.1929,0.2933,critical 8378,Botswana,2023,urban,Education,Junior,2.56,116910,0.2131,91992,0.3707,34104,29,0.6413,0.8569,501.86,0.0665,0.5608,0.7444,0.621,moderate 8379,Uganda,2019,remote,Health,Junior,41.86,331899,0.6,132759,0.1,13275,6,0.5036,0.7551,312.08,0.0602,0.4023,0.4148,0.335,critical 8380,Mozambique,2024,rural,Education,Executive,33.0,346513,0.6,138605,0.105,14554,4,0.55,0.7138,512.4,0.0637,0.1919,0.227,0.2852,critical 8381,Senegal,2018,rural,Education,Junior,15.34,368662,0.3025,257153,0.1736,44650,10,0.5608,0.8094,298.38,0.0644,0.3783,0.3356,0.4356,low 8382,Mozambique,2025,urban,Health,Director,33.89,314587,0.3709,197896,0.159,31465,4,0.5458,0.6357,357.24,0.0496,0.1985,0.1793,0.3402,critical 8383,Tanzania,2019,rural,Education,Junior,57.79,1088975,0.3286,731149,0.1708,124860,8,0.4942,0.7972,211.49,0.0632,0.3179,0.4094,0.4228,low 8384,Rwanda,2021,rural,Education,Mid_Level,13.04,447807,0.173,370334,0.2062,76365,26,0.5583,0.766,633.24,0.0731,0.563,0.5745,0.552,moderate 8385,Kenya,2025,capital,Agriculture,Mid_Level,56.15,2079728,0.2006,1662597,0.3729,620011,15,0.5769,0.8862,607.3,0.0647,0.4201,0.7784,0.5834,moderate 8386,Botswana,2018,capital,Education,Junior,2.38,114794,0.1974,92132,0.4086,37645,23,0.5738,0.8666,362.4,0.0812,0.5529,0.7223,0.6178,moderate 8387,Nigeria,2021,rural,Education,Mid_Level,213.58,3954463,0.4925,2006884,0.1548,310619,9,0.5013,0.8057,297.24,0.0651,0.3208,0.4041,0.3814,low 8388,Nigeria,2024,rural,Education,Junior,230.0,4878420,0.48,2536689,0.1457,369506,7,0.4923,0.7427,183.19,0.0582,0.3855,0.4609,0.38,low 8389,Mozambique,2020,rural,Security,Mid_Level,29.66,325324,0.6,130129,0.1039,13525,6,0.4479,0.6038,89.09,0.0551,0.1931,0.2328,0.2741,critical 8390,Uganda,2020,capital,Education,Mid_Level,43.2,381426,0.3621,243316,0.1851,45034,6,0.5927,0.8215,257.55,0.0603,0.3168,0.3726,0.4129,low 8391,South Africa,2021,urban,Finance,Junior,60.54,3481124,0.2701,2540935,0.3524,895467,16,0.4871,0.8455,501.02,0.082,0.4326,0.5218,0.5328,moderate 8392,Senegal,2022,remote,Education,Mid_Level,17.07,335520,0.3776,208826,0.119,24843,9,0.5617,0.7015,281.56,0.0558,0.3844,0.3838,0.3899,low 8393,Kenya,2023,urban,Finance,Junior,53.87,1743511,0.2164,1366281,0.3063,418550,21,0.6275,0.768,534.89,0.0644,0.5567,0.6489,0.5608,moderate 8394,Uganda,2022,urban,Education,Mid_Level,46.01,361092,0.337,239415,0.1953,46757,5,0.5465,0.731,175.33,0.0564,0.3958,0.4174,0.4181,low 8395,South Africa,2022,rural,Agriculture,Mid_Level,61.02,3612419,0.2783,2607084,0.2725,710316,24,0.5119,0.9166,360.47,0.0709,0.5506,0.5449,0.5556,moderate 8396,Senegal,2018,rural,ICT,Executive,15.34,289775,0.3512,188004,0.1525,28668,12,0.6146,0.7108,941.95,0.0528,0.3172,0.4663,0.4153,low 8397,South Africa,2019,urban,Health,Mid_Level,59.58,3443425,0.2139,2706711,0.329,890556,15,0.57,0.9316,429.47,0.0677,0.4448,0.5339,0.5539,moderate 8398,Tanzania,2019,urban,Health,Junior,57.79,1050620,0.2722,764604,0.2369,181136,9,0.531,0.8073,218.95,0.061,0.3486,0.3316,0.4528,low 8399,Tanzania,2020,rural,ICT,Mid_Level,59.53,922780,0.3909,562100,0.1424,80039,8,0.6016,0.8106,228.13,0.0697,0.3029,0.4626,0.406,low 8400,Senegal,2023,remote,Education,Mid_Level,17.53,426219,0.4196,247374,0.1234,30532,12,0.4965,0.7075,196.81,0.0508,0.3332,0.4378,0.3892,low 8401,Kenya,2023,urban,Administration,Junior,53.87,1753095,0.2231,1362057,0.3279,446626,15,0.6299,0.9035,429.75,0.0786,0.455,0.5835,0.5531,moderate 8402,Mozambique,2025,rural,Health,Junior,33.89,327220,0.5411,150169,0.1144,17182,7,0.6048,0.7062,139.25,0.0622,0.2031,0.2253,0.3096,critical 8403,Ethiopia,2019,rural,Education,Senior,111.37,1325778,0.6,530311,0.1256,66604,4,0.4509,0.6487,139.26,0.0583,0.1793,0.2062,0.2773,critical 8404,Tanzania,2022,capital,Finance,Junior,63.15,1252385,0.2548,933318,0.2173,202796,7,0.5809,0.7015,309.57,0.0568,0.3366,0.4288,0.4399,low 8405,Rwanda,2018,urban,Security,Senior,12.14,374899,0.1348,324359,0.3608,117030,30,0.6756,0.8347,751.34,0.0746,0.4537,0.6776,0.6198,moderate 8406,Rwanda,2020,capital,Health,Mid_Level,12.73,393004,0.1221,345017,0.3938,135875,20,0.5647,0.9327,437.41,0.0708,0.532,0.7272,0.6337,moderate 8407,Mozambique,2021,remote,Social_Services,Junior,30.47,325850,0.6,130340,0.1,13034,7,0.4692,0.6039,102.4,0.064,0.2283,0.2053,0.2765,critical 8408,Senegal,2020,remote,Administration,Junior,16.18,343607,0.3981,206803,0.1235,25534,11,0.4865,0.816,290.17,0.0603,0.3657,0.3437,0.4022,low 8409,Senegal,2025,rural,Agriculture,Junior,18.49,457779,0.3545,295493,0.1567,46315,11,0.4854,0.6931,252.71,0.0676,0.3616,0.3552,0.4037,low 8410,Tanzania,2019,urban,Finance,Senior,57.79,1132836,0.2845,810550,0.2332,188993,10,0.5397,0.7895,331.52,0.051,0.3782,0.4591,0.4643,low 8411,Tanzania,2018,rural,Infrastructure,Mid_Level,56.11,940249,0.46,507723,0.1537,78031,6,0.4619,0.8237,286.3,0.0482,0.3415,0.4682,0.393,low 8412,Ghana,2021,urban,Health,Senior,31.94,779152,0.3139,534570,0.2297,122790,8,0.5332,0.6941,420.8,0.0505,0.2995,0.426,0.4256,low 8413,Senegal,2018,urban,Agriculture,Junior,15.34,315120,0.2734,228962,0.2469,56527,11,0.493,0.753,322.83,0.0718,0.3221,0.3463,0.4507,low 8414,Ethiopia,2024,rural,Health,Director,126.0,1684003,0.6,673601,0.1218,82064,4,0.53,0.6453,359.44,0.0696,0.2269,0.1819,0.2781,critical 8415,Mozambique,2018,remote,Finance,Junior,28.12,305203,0.6,122081,0.1,12208,7,0.569,0.639,91.0,0.0569,0.2383,0.2047,0.2827,critical 8416,Tanzania,2021,capital,Education,Junior,61.31,1201275,0.2142,943974,0.2624,247732,10,0.4827,0.7647,323.48,0.0714,0.3743,0.4761,0.4868,low 8417,Nigeria,2021,rural,Infrastructure,Senior,213.58,4032135,0.3862,2474743,0.1688,417662,9,0.5877,0.7518,281.29,0.0651,0.3141,0.386,0.4009,low 8418,Senegal,2020,urban,Administration,Mid_Level,16.18,331984,0.2546,247461,0.2624,64943,14,0.4992,0.7294,270.81,0.0665,0.3713,0.4146,0.4749,low 8419,Nigeria,2021,remote,Social_Services,Mid_Level,213.58,3656083,0.6,1462433,0.1084,158550,12,0.5785,0.6846,193.91,0.0717,0.3496,0.3902,0.3338,critical 8420,Tanzania,2019,capital,Health,Junior,57.79,1094347,0.2808,787036,0.2509,197505,10,0.5344,0.816,182.8,0.0613,0.3867,0.3772,0.4663,low 8421,Nigeria,2022,rural,Social_Services,Junior,218.92,4125720,0.3622,2631580,0.1823,479705,8,0.5039,0.6813,243.98,0.0695,0.3164,0.4513,0.404,low 8422,Nigeria,2020,capital,Administration,Senior,208.37,4134668,0.3321,2761706,0.2309,637626,8,0.5772,0.678,266.83,0.0618,0.3852,0.3551,0.4204,low 8423,Botswana,2018,capital,Infrastructure,Junior,2.38,120699,0.1501,102583,0.454,46567,20,0.5276,0.7915,632.51,0.0862,0.5208,0.5736,0.6041,moderate 8424,Kenya,2023,capital,Health,Junior,53.87,1945594,0.2083,1540241,0.3599,554302,13,0.4812,0.8132,483.18,0.0703,0.4214,0.7198,0.5565,moderate 8425,Tanzania,2024,urban,Security,Junior,67.0,1127920,0.2672,826496,0.1866,154253,10,0.5415,0.7408,186.25,0.0623,0.3531,0.4128,0.4426,low 8426,Ethiopia,2021,urban,Health,Senior,117.0,1390928,0.4206,805936,0.139,112053,4,0.5857,0.6444,175.4,0.0517,0.2333,0.1921,0.3288,critical 8427,Uganda,2018,capital,Education,Junior,40.56,322422,0.3673,203989,0.2313,47191,6,0.5073,0.7198,318.24,0.0697,0.3203,0.425,0.4135,low 8428,Ghana,2019,rural,Social_Services,Junior,30.64,874718,0.4076,518177,0.1958,101470,9,0.5192,0.7465,300.82,0.0584,0.299,0.3783,0.3993,low 8429,Botswana,2020,rural,Education,Junior,2.45,107333,0.2627,79138,0.2508,19849,21,0.619,0.8709,350.75,0.066,0.4861,0.5416,0.5329,moderate 8430,Uganda,2024,rural,Health,Mid_Level,49.0,376190,0.4401,210639,0.1553,32707,5,0.5887,0.7769,264.37,0.0629,0.3824,0.3848,0.3846,low 8431,Senegal,2018,rural,Health,Junior,15.34,317772,0.3754,198469,0.1526,30278,8,0.5478,0.709,217.24,0.0624,0.3162,0.4301,0.3953,low 8432,Senegal,2022,urban,Finance,Senior,17.07,359732,0.2384,273980,0.2284,62574,9,0.5874,0.7748,474.27,0.0487,0.3762,0.467,0.4705,low 8433,Senegal,2022,urban,Security,Junior,17.07,329300,0.2888,234195,0.2679,62749,10,0.605,0.7239,321.78,0.0497,0.3638,0.323,0.447,low 8434,Tanzania,2023,rural,Administration,Senior,65.05,1294895,0.4424,722018,0.1464,105675,9,0.6064,0.7287,295.29,0.0662,0.4021,0.3218,0.3802,low 8435,Tanzania,2021,capital,Agriculture,Junior,61.31,1167943,0.2353,893122,0.2551,227853,10,0.6121,0.7819,211.72,0.0559,0.3792,0.3985,0.475,low 8436,Ethiopia,2024,remote,Security,Junior,126.0,1573124,0.6,629249,0.1,62924,4,0.4837,0.6818,89.35,0.0505,0.214,0.2202,0.2807,critical 8437,Uganda,2023,rural,Education,Mid_Level,47.48,406497,0.4722,214549,0.1358,29133,7,0.6017,0.8129,179.32,0.0568,0.3629,0.4525,0.3869,low 8438,Uganda,2025,capital,ICT,Mid_Level,50.57,372030,0.4036,221885,0.1834,40685,8,0.6093,0.8192,178.35,0.0587,0.3246,0.4513,0.4154,low 8439,Rwanda,2025,urban,Health,Senior,14.34,406611,0.1806,333193,0.2812,93689,22,0.6597,0.7889,932.39,0.0922,0.4478,0.6115,0.5544,moderate 8440,Tanzania,2019,remote,Administration,Junior,57.79,1141073,0.5589,503328,0.112,56355,11,0.5533,0.741,200.49,0.0505,0.4024,0.3675,0.3539,low 8441,Botswana,2022,capital,Health,Junior,2.52,123174,0.1703,102199,0.452,46196,23,0.6476,0.8904,373.35,0.0771,0.4904,0.6819,0.6287,moderate 8442,Mozambique,2024,rural,Agriculture,Senior,33.0,290659,0.5101,142404,0.1036,14751,5,0.5668,0.6446,232.96,0.0587,0.1845,0.1977,0.2958,critical 8443,Uganda,2024,capital,Education,Junior,49.0,445173,0.3013,311043,0.1881,58504,7,0.5909,0.7413,299.23,0.0541,0.316,0.4574,0.4277,low 8444,Ethiopia,2021,remote,Social_Services,Junior,117.0,1201379,0.6,480551,0.1,48055,5,0.5261,0.6764,120.71,0.0581,0.2096,0.2199,0.2819,critical 8445,Ghana,2020,remote,Education,Senior,31.29,715345,0.3702,450552,0.1272,57293,11,0.6244,0.8155,428.11,0.0489,0.4022,0.4155,0.4209,low 8446,Uganda,2021,rural,Education,Mid_Level,44.58,312391,0.5268,147833,0.1523,22521,6,0.4837,0.7066,232.71,0.0654,0.3265,0.3907,0.3491,critical 8447,DRC,2021,rural,Finance,Junior,95.53,583158,0.6,233263,0.1,23326,2,0.4898,0.6123,119.01,0.0546,0.2008,0.1664,0.2586,critical 8448,Botswana,2019,capital,Security,Junior,2.41,108847,0.1374,93891,0.4302,40392,23,0.642,0.7673,554.35,0.0867,0.4708,0.7089,0.6138,moderate 8449,South Africa,2025,capital,Education,Junior,62.5,3593066,0.2483,2700806,0.3377,912139,23,0.6426,0.86,628.27,0.0778,0.4792,0.645,0.5713,moderate 8450,Ethiopia,2022,urban,Social_Services,Junior,119.93,1232395,0.5006,615480,0.1723,106053,6,0.4576,0.6893,105.73,0.0521,0.23,0.1698,0.3263,critical 8451,South Africa,2021,capital,Agriculture,Junior,60.54,2766663,0.2537,2064795,0.4161,859197,21,0.5636,0.9285,506.93,0.0768,0.5348,0.6902,0.6049,moderate 8452,Mozambique,2025,remote,Justice,Mid_Level,33.89,375020,0.6,150008,0.1,15000,5,0.5454,0.6213,149.77,0.0634,0.1866,0.231,0.2724,critical 8453,DRC,2020,remote,Education,Senior,92.57,481506,0.6,192602,0.1,19260,4,0.5468,0.6083,232.29,0.0546,0.216,0.1646,0.2643,critical 8454,Kenya,2024,rural,Infrastructure,Mid_Level,55.0,2103253,0.232,1615232,0.2421,391127,21,0.6066,0.8087,435.34,0.0794,0.5346,0.5664,0.5364,moderate 8455,Ethiopia,2018,remote,Finance,Mid_Level,108.65,1342823,0.6,537129,0.1,53712,5,0.579,0.5932,119.07,0.0683,0.217,0.1775,0.2659,critical 8456,Tanzania,2019,urban,Agriculture,Mid_Level,57.79,1068586,0.2984,749689,0.2075,155526,6,0.5822,0.6998,255.71,0.0698,0.3087,0.3845,0.4165,low 8457,Uganda,2018,rural,Security,Junior,40.56,352581,0.6,141032,0.1488,20982,9,0.5261,0.7267,204.83,0.0654,0.3982,0.3785,0.3464,critical 8458,Nigeria,2020,capital,Social_Services,Junior,208.37,3596637,0.2915,2548130,0.2502,637620,11,0.5805,0.8,285.31,0.0492,0.3811,0.4282,0.4681,low 8459,DRC,2022,rural,Infrastructure,Senior,98.59,553426,0.6,221370,0.1,22137,4,0.4771,0.7147,212.26,0.0677,0.1868,0.2088,0.2818,critical 8460,South Africa,2018,capital,ICT,Junior,59.11,3327659,0.2325,2554102,0.36,919376,24,0.6572,0.904,638.76,0.0773,0.4688,0.7337,0.5977,moderate 8461,Kenya,2021,remote,Health,Mid_Level,51.68,1583001,0.3979,953141,0.1633,155656,21,0.578,0.8986,442.68,0.0739,0.5343,0.5297,0.485,low 8462,Mozambique,2019,capital,Security,Junior,28.88,320634,0.3697,202110,0.1661,33569,5,0.5174,0.6474,135.51,0.0654,0.2008,0.213,0.3501,low 8463,South Africa,2021,rural,ICT,Junior,60.54,3292289,0.397,1985126,0.2646,525359,14,0.5406,0.8191,621.42,0.0814,0.4445,0.6479,0.484,low 8464,Ghana,2023,urban,Health,Junior,33.3,736704,0.3107,507793,0.2767,140489,9,0.5604,0.7414,210.32,0.0527,0.2976,0.3749,0.4425,low 8465,Mozambique,2025,urban,Security,Junior,33.89,344725,0.4742,181259,0.1536,27847,5,0.4791,0.6341,95.41,0.0608,0.1842,0.2029,0.3162,critical 8466,Uganda,2021,remote,Justice,Junior,44.58,403583,0.6,161433,0.1134,18299,6,0.5476,0.759,182.8,0.0665,0.4011,0.3667,0.334,critical 8467,Senegal,2022,rural,Administration,Junior,17.07,387412,0.3489,252238,0.1832,46214,10,0.5438,0.7286,314.04,0.067,0.3611,0.3799,0.417,low 8468,Uganda,2019,urban,Finance,Junior,41.86,312146,0.3682,197199,0.1951,38472,8,0.4973,0.8001,265.74,0.0583,0.3743,0.3544,0.4196,low 8469,South Africa,2022,rural,ICT,Mid_Level,61.02,3331904,0.3642,2118529,0.2231,472583,25,0.636,0.8378,375.25,0.079,0.518,0.6063,0.5153,moderate 8470,Ethiopia,2022,urban,Health,Senior,119.93,1312782,0.4974,659791,0.1608,106111,6,0.5052,0.6204,135.82,0.067,0.2365,0.1919,0.3168,critical 8471,Uganda,2020,urban,Administration,Junior,43.2,369617,0.4246,212681,0.1919,40805,6,0.5598,0.7406,195.19,0.0587,0.3917,0.3986,0.3969,low 8472,Ethiopia,2024,urban,Health,Mid_Level,126.0,1297210,0.4185,754277,0.1394,105164,4,0.4753,0.6969,111.32,0.067,0.1819,0.1681,0.3298,critical 8473,Senegal,2019,urban,Health,Junior,15.76,362632,0.2904,257316,0.2533,65172,11,0.4699,0.781,283.05,0.0579,0.3796,0.4034,0.4637,low 8474,Ethiopia,2018,capital,Health,Junior,108.65,1416714,0.4943,716415,0.1463,104802,5,0.5338,0.5979,112.06,0.0622,0.1845,0.1754,0.3012,critical 8475,Uganda,2020,capital,Security,Junior,43.2,301159,0.3024,210096,0.1927,40486,6,0.5431,0.8069,316.84,0.0645,0.3604,0.3251,0.4272,low 8476,Tanzania,2018,capital,Health,Mid_Level,56.11,998427,0.3163,682617,0.2651,180983,7,0.5953,0.8013,283.49,0.0596,0.3957,0.3508,0.4495,low 8477,Ethiopia,2018,rural,Infrastructure,Mid_Level,108.65,1259263,0.6,503705,0.1091,54938,4,0.5065,0.6623,87.25,0.057,0.1999,0.2063,0.2772,critical 8478,Tanzania,2022,urban,Justice,Mid_Level,63.15,1288974,0.321,875246,0.2409,210852,8,0.6003,0.7848,222.67,0.0622,0.3956,0.4394,0.4512,low 8479,Nigeria,2023,rural,Education,Executive,224.39,3831472,0.5283,1807233,0.1679,303513,12,0.4863,0.8088,1082.69,0.0707,0.2986,0.4167,0.3828,low 8480,DRC,2023,rural,Administration,Junior,101.74,613341,0.6,245336,0.1,24533,3,0.5091,0.6616,143.47,0.0558,0.207,0.176,0.27,critical 8481,DRC,2022,rural,Agriculture,Junior,98.59,601504,0.6,240601,0.1,24060,3,0.5483,0.6969,140.68,0.0565,0.2056,0.2015,0.2777,critical 8482,Ghana,2021,capital,Education,Senior,31.94,739957,0.2674,542075,0.3247,176008,13,0.5634,0.7597,345.32,0.0607,0.3284,0.4282,0.4864,low 8483,Rwanda,2022,rural,Justice,Mid_Level,13.35,359256,0.2187,280683,0.2509,70431,25,0.5111,0.8287,566.25,0.0672,0.5024,0.5577,0.5509,moderate 8484,Rwanda,2023,urban,Administration,Junior,13.67,390325,0.1542,330133,0.3314,109390,31,0.6741,0.8997,419.11,0.0702,0.4764,0.599,0.6143,moderate 8485,DRC,2024,rural,Justice,Junior,105.0,704096,0.6,281638,0.1,28163,3,0.4716,0.6065,129.62,0.0671,0.2364,0.1736,0.2645,critical 8486,Uganda,2019,urban,Education,Senior,41.86,317446,0.3915,193160,0.1642,31712,5,0.5327,0.8037,363.37,0.0694,0.3022,0.4628,0.4027,low 8487,Ghana,2022,urban,Health,Junior,32.62,895556,0.3223,606903,0.2348,142524,9,0.5149,0.8217,194.74,0.0705,0.3293,0.395,0.4463,low 8488,Nigeria,2020,rural,Health,Senior,208.37,4160653,0.3815,2573286,0.1561,401561,7,0.5384,0.8142,317.74,0.0703,0.3241,0.3459,0.4003,low 8489,Senegal,2024,urban,Education,Mid_Level,18.0,391047,0.201,312443,0.2585,80772,12,0.5479,0.7588,178.55,0.0546,0.3179,0.4503,0.485,low 8490,Nigeria,2019,rural,Agriculture,Junior,203.29,4363574,0.4409,2439521,0.1798,438571,11,0.5074,0.7985,248.08,0.0653,0.3987,0.3518,0.407,low 8491,Senegal,2023,remote,Health,Junior,17.53,352072,0.4355,198746,0.1157,22990,14,0.5049,0.7886,321.52,0.0576,0.3604,0.4569,0.4051,low 8492,Mozambique,2019,rural,Administration,Junior,28.88,296189,0.6,118475,0.1158,13718,6,0.523,0.6141,111.55,0.0658,0.2154,0.2271,0.2803,critical 8493,Nigeria,2021,rural,Education,Junior,213.58,3793247,0.5016,1890544,0.1926,364048,12,0.6024,0.8101,276.91,0.0588,0.3875,0.3383,0.3968,low 8494,Botswana,2019,urban,Security,Mid_Level,2.41,111811,0.1946,90051,0.3619,32592,21,0.5432,0.89,366.7,0.0959,0.4651,0.6441,0.5887,moderate 8495,Ethiopia,2022,urban,Agriculture,Director,119.93,1320699,0.5661,573049,0.1536,88002,3,0.4673,0.6544,261.64,0.0632,0.2312,0.1752,0.2932,critical 8496,Botswana,2025,capital,Administration,Mid_Level,2.64,108973,0.1497,92662,0.3567,33050,27,0.569,0.8347,379.65,0.0688,0.4643,0.6847,0.6094,moderate 8497,Rwanda,2023,capital,Administration,Junior,13.67,439780,0.1221,386102,0.3569,137797,30,0.6235,0.8429,505.24,0.0742,0.4398,0.6742,0.6216,moderate 8498,Tanzania,2022,capital,Finance,Junior,63.15,1225659,0.2792,883440,0.2623,231721,10,0.5665,0.769,251.25,0.0684,0.3436,0.4096,0.4614,low 8499,Ethiopia,2024,remote,Finance,Senior,126.0,1537901,0.6,615160,0.1,61516,5,0.4947,0.6295,226.13,0.056,0.2141,0.1819,0.2715,critical 8500,Senegal,2023,urban,Finance,Senior,17.53,352121,0.2774,254429,0.2145,54577,8,0.5406,0.7461,361.66,0.0716,0.3254,0.4218,0.4409,low 8501,Tanzania,2022,capital,Agriculture,Executive,63.15,1024444,0.2301,788686,0.2195,173134,9,0.5315,0.7895,1251.54,0.0649,0.3562,0.3389,0.4578,low 8502,South Africa,2019,rural,Agriculture,Junior,59.58,3278307,0.3323,2189054,0.2772,606779,18,0.5727,0.8706,537.03,0.0944,0.4854,0.7343,0.5338,moderate 8503,Rwanda,2024,rural,Health,Mid_Level,14.0,450398,0.2115,355151,0.2397,85112,31,0.6544,0.9146,512.92,0.067,0.5166,0.653,0.5887,moderate 8504,Rwanda,2023,rural,Security,Senior,13.67,460903,0.2312,354355,0.2342,82983,26,0.6289,0.8081,773.59,0.0907,0.4412,0.5591,0.537,moderate 8505,Uganda,2024,remote,Agriculture,Junior,49.0,420297,0.6,168118,0.1,16811,7,0.5706,0.7645,304.97,0.0532,0.3968,0.4138,0.3382,critical 8506,Uganda,2020,rural,Justice,Junior,43.2,345547,0.5635,150819,0.1589,23960,7,0.4839,0.8237,305.82,0.0556,0.3123,0.4553,0.3667,low 8507,Mozambique,2019,urban,ICT,Junior,28.88,301483,0.4074,178648,0.1449,25883,5,0.5843,0.6991,99.72,0.0717,0.2201,0.1958,0.3433,critical 8508,Mozambique,2019,rural,Finance,Senior,28.88,297483,0.5635,129858,0.112,14550,4,0.4893,0.6447,165.65,0.0594,0.2052,0.1933,0.2837,critical 8509,Ethiopia,2023,rural,Education,Senior,122.93,1644487,0.5235,783601,0.1285,100713,5,0.5107,0.6874,155.54,0.053,0.183,0.2189,0.3071,critical 8510,Nigeria,2023,capital,Education,Mid_Level,224.39,4160517,0.2988,2917541,0.2191,639267,8,0.484,0.8214,286.81,0.0617,0.3114,0.4106,0.4455,low 8511,Mozambique,2023,capital,Security,Senior,32.13,324874,0.384,200113,0.1432,28654,5,0.5642,0.6205,210.75,0.0549,0.2285,0.2179,0.34,critical 8512,Kenya,2025,urban,Health,Junior,56.15,1797284,0.1801,1473576,0.3268,481559,12,0.5322,0.7949,636.82,0.0644,0.5473,0.694,0.56,moderate 8513,Uganda,2023,capital,Security,Junior,47.48,392724,0.3218,266327,0.1945,51811,6,0.5306,0.717,197.66,0.0598,0.3956,0.4621,0.4265,low 8514,Botswana,2025,urban,Finance,Mid_Level,2.64,118022,0.2076,93523,0.3546,33167,28,0.5236,0.8741,519.18,0.0957,0.4687,0.5415,0.5889,moderate 8515,Kenya,2018,rural,Health,Mid_Level,48.55,1753294,0.2486,1317345,0.2032,267720,19,0.6575,0.921,595.87,0.0669,0.469,0.7619,0.5474,moderate 8516,Rwanda,2024,urban,Infrastructure,Junior,14.0,440783,0.1741,364051,0.3673,133697,17,0.5272,0.8442,547.68,0.0898,0.4306,0.6561,0.5761,moderate 8517,Uganda,2024,capital,Finance,Junior,49.0,365169,0.3282,245317,0.1845,45269,5,0.5866,0.792,200.42,0.0609,0.3776,0.3689,0.42,low 8518,Uganda,2018,urban,Administration,Junior,40.56,330716,0.349,215303,0.1726,37165,8,0.4911,0.726,310.27,0.0635,0.3487,0.4021,0.4099,low 8519,South Africa,2019,urban,Security,Mid_Level,59.58,3358481,0.2813,2413903,0.3271,789642,21,0.5927,0.8242,459.41,0.0953,0.5375,0.6956,0.5609,moderate 8520,South Africa,2023,remote,Health,Junior,61.51,3577919,0.4785,1865877,0.2109,393527,24,0.5331,0.7927,429.07,0.0743,0.4392,0.6216,0.4681,low 8521,Ghana,2023,rural,Social_Services,Junior,33.3,709751,0.42,411680,0.1868,76908,10,0.4929,0.7375,278.31,0.0577,0.3652,0.3283,0.3967,low 8522,Ethiopia,2023,urban,Education,Mid_Level,122.93,1468856,0.5234,700072,0.1525,106738,5,0.5002,0.7078,91.66,0.05,0.2381,0.2268,0.3224,critical 8523,Mozambique,2024,rural,Education,Junior,33.0,348613,0.6,139445,0.1,13944,7,0.5882,0.6399,115.62,0.0542,0.181,0.2161,0.2782,critical 8524,DRC,2025,capital,Education,Director,108.36,651746,0.3916,396494,0.1232,48834,4,0.4917,0.6695,286.71,0.0513,0.2051,0.1645,0.3303,critical 8525,Ethiopia,2018,rural,Social_Services,Junior,108.65,1268359,0.5955,513108,0.1058,54304,4,0.577,0.6522,130.7,0.049,0.2228,0.1663,0.2743,critical 8526,Ghana,2023,rural,Health,Junior,33.3,844687,0.375,527938,0.1808,95473,10,0.6191,0.7697,230.76,0.0498,0.3593,0.4243,0.4203,low 8527,Kenya,2023,capital,Education,Mid_Level,53.87,1723950,0.1929,1391444,0.3209,446512,15,0.5728,0.7962,576.28,0.0902,0.5387,0.5816,0.551,moderate 8528,Tanzania,2019,capital,Health,Mid_Level,57.79,1169836,0.2752,847848,0.2468,209211,6,0.4979,0.7975,251.0,0.0578,0.3325,0.3334,0.4441,low 8529,Kenya,2018,urban,Education,Junior,48.55,1876643,0.2405,1425364,0.2843,405272,16,0.52,0.8367,478.16,0.0947,0.4345,0.5887,0.5288,moderate 8530,DRC,2019,remote,Justice,Mid_Level,89.7,464452,0.6,185780,0.1,18578,5,0.5499,0.7049,98.56,0.0707,0.2032,0.1768,0.2812,critical 8531,Senegal,2021,rural,Infrastructure,Junior,16.62,326699,0.3365,216749,0.1754,38020,9,0.4619,0.6898,257.35,0.0604,0.3422,0.3695,0.4069,low 8532,Tanzania,2018,rural,Agriculture,Junior,56.11,1140849,0.3188,777188,0.1763,137043,10,0.5652,0.7796,261.08,0.0715,0.31,0.4247,0.4298,low 8533,Uganda,2020,remote,Education,Junior,43.2,365589,0.6,146235,0.1053,15398,5,0.4754,0.8223,251.45,0.0518,0.4021,0.3995,0.3423,critical 8534,Botswana,2021,urban,Infrastructure,Director,2.49,124260,0.1821,101627,0.3686,37461,21,0.5895,0.8599,976.96,0.0958,0.5399,0.6177,0.5939,moderate 8535,Tanzania,2020,capital,Education,Junior,59.53,1160860,0.2441,877513,0.2072,181813,10,0.5987,0.7168,291.32,0.0558,0.3434,0.3827,0.4459,low 8536,South Africa,2020,capital,Justice,Senior,60.06,2919006,0.2443,2205872,0.3384,746504,14,0.5462,0.8745,652.6,0.0889,0.4778,0.7065,0.5581,moderate 8537,Uganda,2024,urban,Education,Mid_Level,49.0,380965,0.4525,208591,0.1866,38916,5,0.4794,0.678,233.54,0.0703,0.3449,0.4052,0.3727,low 8538,Tanzania,2025,capital,Education,Junior,69.01,1095363,0.2507,820795,0.2514,206320,6,0.4503,0.7609,256.3,0.0649,0.3008,0.4042,0.4498,low 8539,Senegal,2022,remote,Education,Mid_Level,17.07,386887,0.3352,257209,0.148,38070,12,0.5983,0.6772,185.32,0.0487,0.3769,0.3924,0.4117,low 8540,Uganda,2020,rural,Health,Mid_Level,43.2,386177,0.5114,188686,0.1458,27511,5,0.5397,0.7601,280.11,0.0615,0.3787,0.3372,0.3567,low 8541,South Africa,2025,urban,Security,Junior,62.5,3401218,0.2683,2488785,0.3658,910502,21,0.5823,0.8378,554.56,0.0852,0.4709,0.7057,0.5702,moderate 8542,Nigeria,2022,rural,Security,Mid_Level,218.92,4654391,0.497,2341203,0.1925,450637,10,0.5614,0.7064,259.72,0.0649,0.3431,0.4234,0.3815,low 8543,Rwanda,2019,urban,Security,Director,12.43,373937,0.137,322697,0.3126,100881,32,0.5796,0.9013,1303.76,0.0937,0.4965,0.7306,0.6318,moderate 8544,Ghana,2022,capital,Infrastructure,Mid_Level,32.62,900179,0.2825,645917,0.3128,202010,11,0.5027,0.7194,205.65,0.0517,0.3065,0.4129,0.4649,low 8545,Rwanda,2025,rural,Administration,Mid_Level,14.34,449671,0.1892,364600,0.2007,73178,18,0.5482,0.9308,469.61,0.0661,0.4457,0.6523,0.5473,moderate 8546,Tanzania,2022,remote,Social_Services,Junior,63.15,1204190,0.4812,624679,0.1209,75528,10,0.4795,0.7225,227.41,0.0558,0.3863,0.4772,0.3796,low 8547,Mozambique,2020,capital,Justice,Junior,29.66,297886,0.3767,185673,0.1339,24852,6,0.5867,0.6515,120.41,0.0526,0.2338,0.2156,0.3469,critical 8548,Ethiopia,2023,urban,Administration,Senior,122.93,1348034,0.5072,664300,0.1614,107242,5,0.4664,0.6547,178.38,0.0514,0.2273,0.1625,0.3132,critical 8549,Senegal,2018,rural,Administration,Junior,15.34,341813,0.3385,226125,0.1762,39848,10,0.5323,0.8003,311.56,0.0498,0.3087,0.3937,0.4247,low 8550,Ghana,2023,rural,Social_Services,Director,33.3,826411,0.407,490092,0.1949,95498,16,0.5471,0.7206,723.39,0.051,0.3896,0.4485,0.4289,low 8551,Senegal,2024,urban,Agriculture,Executive,18.0,352580,0.2238,273664,0.2743,75056,12,0.4847,0.766,855.11,0.0694,0.3704,0.4024,0.4848,low 8552,Tanzania,2021,rural,Administration,Junior,61.31,1092252,0.3866,670037,0.179,119907,7,0.4941,0.8222,262.51,0.0685,0.3951,0.3405,0.4125,low 8553,South Africa,2025,rural,Health,Mid_Level,62.5,3363721,0.3046,2339195,0.2492,582810,16,0.6225,0.7718,581.67,0.0714,0.5296,0.7486,0.5197,moderate 8554,Senegal,2025,urban,Health,Senior,18.49,382616,0.2829,274365,0.2236,61347,9,0.5498,0.7544,402.99,0.0653,0.3486,0.4677,0.4525,low 8555,Ghana,2023,capital,Administration,Junior,33.3,942729,0.196,757964,0.2901,219878,12,0.5235,0.7087,227.32,0.057,0.322,0.3872,0.4808,low 8556,Mozambique,2023,urban,Administration,Senior,32.13,361923,0.3807,224152,0.1558,34921,5,0.4961,0.6375,187.67,0.0498,0.2383,0.1656,0.3423,critical 8557,Kenya,2018,urban,Education,Junior,48.55,1695509,0.1958,1363473,0.2634,359153,12,0.5338,0.8735,562.19,0.0796,0.479,0.6518,0.541,moderate 8558,Botswana,2025,urban,Social_Services,Director,2.64,111544,0.1783,91658,0.3964,36330,25,0.5515,0.8713,1238.97,0.0931,0.5619,0.5578,0.6097,moderate 8559,Senegal,2019,urban,Social_Services,Executive,15.76,363015,0.2791,261714,0.2384,62404,9,0.4779,0.6974,936.87,0.0506,0.3175,0.4658,0.4453,low 8560,Tanzania,2023,capital,Health,Junior,65.05,1037023,0.2138,815262,0.2574,209885,11,0.5448,0.803,237.38,0.071,0.38,0.454,0.4923,low 8561,Ghana,2019,rural,ICT,Director,30.64,869523,0.4295,496106,0.1904,94450,10,0.4998,0.7566,722.5,0.0568,0.3198,0.3223,0.3929,low 8562,Kenya,2020,capital,Administration,Director,50.61,1658243,0.1696,1376925,0.3129,430807,15,0.5422,0.8032,912.47,0.0889,0.4465,0.7414,0.5626,moderate 8563,DRC,2025,rural,Infrastructure,Junior,108.36,637454,0.6,254981,0.1,25498,3,0.4853,0.7132,123.3,0.0656,0.219,0.2098,0.2824,critical 8564,Tanzania,2022,capital,Education,Senior,63.15,1180137,0.2894,838627,0.2665,223494,7,0.606,0.7186,315.29,0.0518,0.3732,0.4128,0.4482,low 8565,Nigeria,2025,capital,Education,Junior,235.75,4502040,0.2863,3213036,0.216,694116,8,0.5879,0.6924,287.48,0.0514,0.3696,0.3469,0.4279,low 8566,Uganda,2023,capital,Health,Junior,47.48,337413,0.2991,236504,0.2203,52106,7,0.5658,0.6874,211.79,0.0625,0.3843,0.3842,0.4278,low 8567,Mozambique,2021,urban,Security,Junior,30.47,339461,0.5046,168180,0.13,21859,6,0.5202,0.6362,96.63,0.0716,0.2256,0.2275,0.3121,critical 8568,Senegal,2022,urban,Social_Services,Junior,17.07,429663,0.2612,317438,0.2497,79274,13,0.5055,0.6816,235.14,0.0519,0.3109,0.3268,0.4456,low 8569,Ghana,2024,urban,Education,Director,34.0,793713,0.2186,620212,0.2856,177120,10,0.602,0.791,473.71,0.0692,0.3214,0.322,0.4747,low 8570,Uganda,2019,capital,Education,Junior,41.86,348550,0.3437,228752,0.2069,47319,8,0.5404,0.7099,306.79,0.0493,0.3561,0.3836,0.4162,low 8571,Tanzania,2024,remote,Agriculture,Junior,67.0,1207176,0.4923,612904,0.1258,77130,6,0.5752,0.7481,251.75,0.068,0.3006,0.4677,0.3624,low 8572,DRC,2018,urban,Administration,Director,86.92,492754,0.4464,272776,0.1192,32502,4,0.5787,0.5895,262.98,0.0672,0.2289,0.2062,0.3101,critical 8573,Nigeria,2018,rural,Social_Services,Junior,198.33,3623859,0.5128,1765562,0.1546,272974,7,0.5627,0.7912,234.93,0.0653,0.3575,0.3594,0.3683,low 8574,Nigeria,2021,rural,Social_Services,Junior,213.58,3797606,0.5163,1836843,0.1908,350465,7,0.6012,0.7863,313.45,0.0486,0.3964,0.349,0.3786,low 8575,Senegal,2018,remote,Social_Services,Junior,15.34,372716,0.4671,198602,0.1146,22762,8,0.5457,0.6813,270.93,0.0563,0.3503,0.4667,0.3658,low 8576,Kenya,2023,urban,Administration,Mid_Level,53.87,1817934,0.2382,1384989,0.2637,365251,18,0.6469,0.9239,396.78,0.0902,0.4714,0.7203,0.5592,moderate 8577,Ethiopia,2018,capital,Education,Mid_Level,108.65,1476169,0.4727,778399,0.1517,118100,4,0.576,0.6814,125.64,0.0492,0.1878,0.2056,0.3213,critical 8578,Senegal,2024,rural,Infrastructure,Director,18.0,342549,0.2776,247446,0.1648,40785,7,0.5192,0.7336,489.54,0.0494,0.306,0.3926,0.4192,low 8579,Rwanda,2023,capital,Justice,Junior,13.67,419475,0.1336,363429,0.3121,113410,28,0.6113,0.8469,491.22,0.0717,0.4717,0.6731,0.6061,moderate 8580,Senegal,2018,remote,Health,Director,15.34,386123,0.4815,200223,0.1509,30204,11,0.509,0.7304,756.26,0.0529,0.3084,0.3417,0.3694,low 8581,Uganda,2025,urban,Administration,Mid_Level,50.57,395948,0.3675,250418,0.1832,45881,6,0.4895,0.698,199.31,0.061,0.3708,0.3234,0.393,low 8582,Nigeria,2020,urban,Agriculture,Mid_Level,208.37,4448929,0.3449,2914515,0.2182,636087,12,0.5142,0.7403,273.16,0.0633,0.3527,0.3594,0.4306,low 8583,Nigeria,2025,urban,Security,Junior,235.75,4263986,0.2972,2996929,0.2156,646136,7,0.5508,0.8088,268.28,0.0666,0.3422,0.3653,0.4392,low 8584,Senegal,2019,rural,Health,Junior,15.76,376076,0.3629,239615,0.1896,45424,9,0.527,0.6957,266.42,0.0609,0.3889,0.4425,0.4167,low 8585,Uganda,2020,capital,Finance,Mid_Level,43.2,333260,0.4312,189549,0.2159,40924,9,0.5993,0.7539,310.62,0.0598,0.3813,0.4051,0.4104,low 8586,Tanzania,2024,rural,Education,Junior,67.0,1304922,0.4694,692428,0.1516,104983,10,0.5523,0.8096,316.25,0.0674,0.3105,0.4012,0.3882,low 8587,Kenya,2025,urban,Health,Mid_Level,56.15,2218809,0.2003,1774411,0.3409,604900,12,0.569,0.9317,390.21,0.0808,0.4313,0.6282,0.5609,moderate 8588,Botswana,2023,rural,Administration,Senior,2.56,127636,0.2486,95907,0.2926,28061,26,0.6189,0.7694,648.3,0.0798,0.518,0.5413,0.5473,moderate 8589,Nigeria,2020,urban,Health,Junior,208.37,4476510,0.4044,2666133,0.2531,674906,12,0.5268,0.7959,275.58,0.0559,0.3391,0.447,0.4402,low 8590,Botswana,2019,rural,Infrastructure,Junior,2.41,105965,0.2656,77824,0.2717,21148,15,0.6138,0.8885,439.54,0.0829,0.5129,0.5759,0.5312,moderate 8591,Uganda,2022,capital,Security,Senior,46.01,322577,0.4229,186145,0.1887,35126,7,0.4993,0.6968,347.24,0.0571,0.3995,0.4117,0.3946,low 8592,Mozambique,2020,capital,Security,Director,29.66,255770,0.4574,138768,0.131,18184,5,0.5611,0.7125,225.07,0.0686,0.2012,0.2308,0.331,critical 8593,Mozambique,2025,rural,Administration,Mid_Level,33.89,324942,0.5493,146443,0.1,14644,6,0.5112,0.6525,154.61,0.0619,0.2021,0.2037,0.2911,critical 8594,Uganda,2023,rural,Education,Junior,47.48,391763,0.6,156705,0.1228,19240,6,0.4891,0.7662,292.97,0.0638,0.3201,0.421,0.3347,critical 8595,Ethiopia,2024,urban,Infrastructure,Junior,126.0,1429225,0.5018,712085,0.1567,111616,6,0.5096,0.6889,155.61,0.058,0.1861,0.2379,0.3245,critical 8596,Tanzania,2019,urban,Health,Executive,57.79,893921,0.2416,677941,0.2049,138933,10,0.4661,0.6763,736.24,0.0608,0.3605,0.3854,0.4419,low 8597,Rwanda,2022,capital,Health,Mid_Level,13.35,400209,0.1674,333217,0.3625,120781,26,0.5566,0.9133,610.2,0.0644,0.5039,0.7465,0.6258,moderate 8598,South Africa,2024,urban,Education,Junior,62.0,3610148,0.2362,2757577,0.375,1034139,24,0.6299,0.8141,461.95,0.0922,0.551,0.6667,0.5886,moderate 8599,DRC,2021,rural,Agriculture,Mid_Level,95.53,527397,0.6,210958,0.1,21095,2,0.4421,0.651,127.6,0.0693,0.1927,0.1946,0.2664,critical 8600,Ethiopia,2020,remote,Security,Mid_Level,114.15,1191618,0.6,476647,0.1,47664,5,0.454,0.6588,98.0,0.0707,0.1871,0.1802,0.273,critical 8601,Botswana,2021,urban,Administration,Senior,2.49,101926,0.1909,82468,0.4097,33790,22,0.5526,0.8445,589.37,0.0793,0.4944,0.5742,0.5933,moderate 8602,Kenya,2020,capital,ICT,Junior,50.61,1909195,0.1592,1605215,0.3228,518210,19,0.6385,0.7691,384.94,0.0758,0.49,0.7723,0.58,moderate 8603,Nigeria,2022,rural,Social_Services,Mid_Level,218.92,4057333,0.3967,2447720,0.1674,409671,8,0.4922,0.738,219.74,0.0602,0.3941,0.3927,0.402,low 8604,Uganda,2019,urban,Security,Senior,41.86,348986,0.4178,203167,0.1903,38661,7,0.5787,0.7209,427.79,0.0654,0.3731,0.4142,0.3975,low 8605,Ethiopia,2018,remote,ICT,Senior,108.65,1466711,0.6,586684,0.1,58668,3,0.4505,0.5969,206.9,0.0553,0.1992,0.2204,0.264,critical 8606,South Africa,2019,urban,Security,Junior,59.58,3139878,0.2546,2340563,0.3589,840116,20,0.5568,0.9162,588.22,0.0837,0.4865,0.6433,0.5765,moderate 8607,Ethiopia,2021,rural,Justice,Junior,117.0,1479343,0.6,591737,0.1098,64966,3,0.5262,0.5901,153.35,0.0628,0.1924,0.2175,0.2645,critical 8608,DRC,2022,rural,Infrastructure,Senior,98.59,633150,0.6,253260,0.1,25326,3,0.5124,0.6121,145.77,0.05,0.2187,0.2279,0.269,critical 8609,Tanzania,2022,urban,Agriculture,Senior,63.15,1179690,0.342,776227,0.1908,148079,6,0.4621,0.7727,343.32,0.0496,0.3813,0.4543,0.4267,low 8610,Ghana,2020,rural,Administration,Senior,31.29,844569,0.3147,578794,0.1883,108979,9,0.5244,0.7604,444.72,0.0508,0.31,0.3754,0.4235,low 8611,Ethiopia,2020,remote,Justice,Junior,114.15,1181223,0.6,472489,0.1,47248,4,0.4397,0.6284,117.07,0.0714,0.2165,0.2338,0.2743,critical 8612,South Africa,2018,urban,ICT,Mid_Level,59.11,2814340,0.2548,2097362,0.3148,660173,20,0.5682,0.916,512.78,0.0801,0.4621,0.6021,0.5588,moderate 8613,Kenya,2025,urban,Administration,Junior,56.15,2084545,0.2365,1591628,0.3431,546137,18,0.5823,0.7672,612.45,0.0685,0.4674,0.7097,0.5545,moderate 8614,DRC,2022,capital,Health,Mid_Level,98.59,594903,0.4973,299046,0.1107,33100,3,0.4862,0.5931,128.16,0.0484,0.2211,0.1773,0.2896,critical 8615,South Africa,2022,capital,Health,Senior,61.02,3164556,0.2446,2390377,0.365,872489,14,0.6278,0.8607,556.41,0.0935,0.5327,0.7016,0.5676,moderate 8616,Uganda,2023,urban,Administration,Junior,47.48,406807,0.4638,218113,0.1982,43221,7,0.4708,0.7759,226.1,0.0717,0.396,0.3633,0.3934,low 8617,Tanzania,2022,capital,Security,Director,63.15,990614,0.2414,751433,0.243,182598,6,0.5427,0.7968,617.15,0.0515,0.3346,0.3461,0.453,low 8618,DRC,2025,rural,Security,Mid_Level,108.36,742165,0.6,296866,0.1,29686,3,0.548,0.6736,120.12,0.052,0.2307,0.1683,0.2735,critical 8619,Rwanda,2019,urban,Finance,Senior,12.43,411059,0.1385,354123,0.3295,116698,18,0.6185,0.8179,883.33,0.0827,0.5082,0.7467,0.5909,moderate 8620,Uganda,2019,urban,Health,Senior,41.86,322533,0.3462,210875,0.1812,38204,9,0.4775,0.677,408.29,0.0605,0.3518,0.3206,0.4,low 8621,Kenya,2022,urban,Education,Senior,52.76,1573535,0.2426,1191806,0.2992,356607,13,0.54,0.8381,626.65,0.0859,0.5227,0.7537,0.55,moderate 8622,Uganda,2024,remote,Infrastructure,Junior,49.0,390997,0.5528,174857,0.1186,20745,7,0.589,0.7006,197.47,0.0483,0.3515,0.4402,0.3432,critical 8623,Rwanda,2025,urban,Agriculture,Junior,14.34,399164,0.1616,334669,0.3661,122531,21,0.498,0.8507,508.03,0.0673,0.4704,0.5752,0.5858,moderate 8624,Ghana,2022,remote,Security,Senior,32.62,882554,0.3609,564026,0.1471,82953,10,0.5735,0.7971,309.57,0.0702,0.3916,0.4475,0.425,low 8625,Senegal,2025,capital,Education,Junior,18.49,467295,0.2073,370427,0.3031,112274,11,0.6029,0.7116,191.74,0.051,0.3762,0.3887,0.4847,low 8626,Tanzania,2020,rural,Education,Senior,59.53,936899,0.3677,592412,0.1468,86983,11,0.5381,0.7673,457.93,0.0655,0.3402,0.3888,0.4103,low 8627,DRC,2025,rural,Health,Mid_Level,108.36,588596,0.6,235438,0.1,23543,4,0.5342,0.6275,148.59,0.0713,0.2204,0.1776,0.2689,critical 8628,Ethiopia,2020,capital,Finance,Senior,114.15,1432544,0.3833,883387,0.1434,126698,4,0.4491,0.6818,226.8,0.0535,0.1989,0.2103,0.3432,critical 8629,Senegal,2018,rural,Infrastructure,Executive,15.34,297144,0.2691,217191,0.1595,34643,11,0.5578,0.7397,1060.23,0.0677,0.3893,0.3453,0.4345,low 8630,Tanzania,2021,capital,Education,Mid_Level,61.31,1101256,0.2196,859394,0.2125,182657,9,0.484,0.7854,297.54,0.0555,0.3861,0.3582,0.463,low 8631,Uganda,2024,rural,Health,Senior,49.0,380262,0.4324,215831,0.135,29126,7,0.5565,0.7252,436.44,0.0718,0.3248,0.3223,0.3666,low 8632,Mozambique,2024,urban,Infrastructure,Mid_Level,33.0,317581,0.4971,159713,0.1521,24294,7,0.509,0.6879,131.67,0.051,0.1994,0.1925,0.3236,critical 8633,Rwanda,2024,urban,Infrastructure,Senior,14.0,458482,0.1501,389674,0.2938,114488,29,0.5852,0.861,614.08,0.0779,0.4657,0.5667,0.5908,moderate 8634,Kenya,2023,rural,Health,Mid_Level,53.87,2010165,0.2977,1411719,0.2027,286125,16,0.5599,0.7664,521.71,0.0659,0.5046,0.7779,0.5095,moderate 8635,Mozambique,2019,urban,ICT,Junior,28.88,278424,0.4287,159057,0.1393,22151,7,0.4965,0.6079,109.92,0.0528,0.2155,0.2177,0.3296,critical 8636,South Africa,2021,remote,Education,Mid_Level,60.54,2872278,0.3636,1827916,0.1618,295685,23,0.6103,0.9174,393.9,0.0864,0.4791,0.7549,0.518,moderate 8637,Ethiopia,2019,rural,Social_Services,Junior,111.37,1246389,0.6,498555,0.1175,58575,5,0.5282,0.5948,145.24,0.0538,0.2372,0.2003,0.2748,critical 8638,Uganda,2021,remote,Social_Services,Junior,44.58,408117,0.5558,181299,0.1,18129,7,0.4631,0.7576,258.59,0.0496,0.3061,0.4516,0.343,critical 8639,Senegal,2022,rural,ICT,Junior,17.07,341833,0.2727,248606,0.1758,43710,8,0.4631,0.6886,184.8,0.0674,0.3889,0.4182,0.4298,low 8640,Ghana,2021,urban,Finance,Junior,31.94,695266,0.2649,511121,0.2444,124903,11,0.6169,0.7757,217.31,0.0654,0.3752,0.4638,0.4726,low 8641,Tanzania,2020,capital,Agriculture,Mid_Level,59.53,1104765,0.228,852915,0.2063,175969,9,0.5494,0.7549,231.37,0.0712,0.3188,0.34,0.4462,low 8642,Ghana,2019,rural,Social_Services,Junior,30.64,852495,0.4026,509267,0.1722,87714,11,0.5595,0.8114,240.21,0.0669,0.3942,0.4337,0.4244,low 8643,Botswana,2022,capital,Infrastructure,Junior,2.52,99860,0.1502,84862,0.4211,35736,16,0.5106,0.8739,483.61,0.0794,0.4439,0.5252,0.5857,moderate 8644,Rwanda,2021,urban,Administration,Junior,13.04,354504,0.1438,303533,0.2872,87164,28,0.5772,0.9071,455.81,0.0797,0.5195,0.7519,0.619,moderate 8645,Rwanda,2018,rural,Health,Mid_Level,12.14,368932,0.2262,285488,0.2401,68533,21,0.6429,0.8367,536.04,0.0797,0.492,0.635,0.5442,moderate 8646,Mozambique,2018,urban,ICT,Senior,28.12,297706,0.3662,188690,0.1353,25530,6,0.4532,0.6006,167.04,0.0657,0.1918,0.1894,0.3355,critical 8647,Nigeria,2020,urban,Infrastructure,Mid_Level,208.37,3819527,0.3715,2400643,0.257,616860,7,0.5108,0.7024,246.08,0.0666,0.35,0.3466,0.4139,low 8648,Ethiopia,2018,rural,Health,Executive,108.65,1126053,0.5616,493608,0.1082,53395,5,0.573,0.6039,520.76,0.0551,0.2358,0.2071,0.284,critical 8649,Mozambique,2019,capital,ICT,Senior,28.88,280608,0.3347,186691,0.1636,30549,5,0.5763,0.7097,183.96,0.0626,0.184,0.2054,0.3651,low 8650,DRC,2022,rural,Security,Junior,98.59,564797,0.6,225918,0.1,22591,4,0.4596,0.5972,135.31,0.0642,0.2303,0.1647,0.2641,critical 8651,Botswana,2020,urban,Health,Junior,2.45,124363,0.1609,104348,0.3754,39173,16,0.6385,0.7763,376.09,0.0668,0.5368,0.6886,0.5826,moderate 8652,Rwanda,2025,capital,Education,Junior,14.34,463086,0.1524,392522,0.3209,125971,29,0.6829,0.9327,431.5,0.0803,0.4528,0.5795,0.6078,moderate 8653,Mozambique,2022,capital,Health,Mid_Level,31.29,309512,0.4107,182386,0.136,24811,7,0.5628,0.6082,110.21,0.0714,0.2347,0.1714,0.3307,critical 8654,Uganda,2024,capital,Infrastructure,Senior,49.0,433995,0.3149,297309,0.19,56481,8,0.5858,0.7902,482.28,0.0488,0.3031,0.4792,0.4355,low 8655,Botswana,2021,rural,Health,Junior,2.49,128526,0.2797,92581,0.295,27308,22,0.5277,0.9274,350.16,0.0927,0.4484,0.777,0.5705,moderate 8656,Tanzania,2018,capital,Health,Junior,56.11,1113120,0.2668,816167,0.2203,179798,7,0.4578,0.8132,254.26,0.0673,0.3163,0.4693,0.4564,low 8657,Senegal,2019,capital,Agriculture,Junior,15.76,369772,0.2534,276054,0.2761,76213,12,0.5328,0.7489,202.39,0.0575,0.3572,0.374,0.4711,low 8658,Uganda,2023,urban,Infrastructure,Junior,47.48,422619,0.3482,275465,0.2091,57590,8,0.5273,0.6848,259.41,0.052,0.3848,0.4062,0.417,low 8659,Botswana,2021,rural,ICT,Mid_Level,2.49,125325,0.2043,99720,0.2704,26966,18,0.6311,0.8261,500.02,0.0909,0.5548,0.5612,0.547,moderate 8660,Ethiopia,2019,rural,Administration,Junior,111.37,1300210,0.548,587720,0.1257,73855,6,0.5379,0.6029,127.84,0.0616,0.2033,0.1744,0.2876,critical 8661,Kenya,2025,urban,Infrastructure,Junior,56.15,2129957,0.2399,1619035,0.3433,555869,21,0.5485,0.8004,602.89,0.0699,0.4367,0.6271,0.5548,moderate 8662,Senegal,2025,remote,Education,Mid_Level,18.49,381818,0.4251,219499,0.1287,28249,10,0.6068,0.8076,236.3,0.0583,0.3317,0.4174,0.3969,low 8663,Kenya,2025,capital,Education,Executive,56.15,1780941,0.1918,1439301,0.2984,429424,14,0.6209,0.893,2571.99,0.0717,0.4756,0.6091,0.554,moderate 8664,South Africa,2020,remote,Health,Executive,60.06,2791397,0.4755,1464171,0.163,238663,17,0.5619,0.7785,1548.23,0.0843,0.4329,0.7619,0.4506,low 8665,Senegal,2019,rural,Social_Services,Junior,15.76,391787,0.3135,268948,0.1689,45428,12,0.5225,0.7854,210.38,0.0537,0.3352,0.4275,0.4379,low 8666,Kenya,2025,rural,Education,Junior,56.15,1972825,0.2238,1531244,0.2238,342662,17,0.5849,0.9067,628.24,0.0924,0.4966,0.7651,0.5547,moderate 8667,Kenya,2025,capital,Health,Mid_Level,56.15,2141312,0.1881,1738438,0.3348,582051,18,0.5381,0.8841,628.54,0.0937,0.5366,0.6754,0.5855,moderate 8668,Mozambique,2021,rural,Education,Mid_Level,30.47,343454,0.5966,138556,0.1009,13985,6,0.4525,0.6657,120.95,0.0654,0.1942,0.1938,0.2797,critical 8669,Ethiopia,2024,urban,Administration,Mid_Level,126.0,1583185,0.3979,953247,0.1505,143473,4,0.4556,0.688,145.91,0.0681,0.1985,0.1662,0.3378,critical 8670,DRC,2022,remote,Infrastructure,Mid_Level,98.59,633310,0.6,253324,0.1,25332,4,0.4585,0.6223,126.71,0.061,0.2057,0.1894,0.2679,critical 8671,Mozambique,2024,rural,Education,Senior,33.0,376619,0.5765,159515,0.1083,17280,6,0.4598,0.6886,151.4,0.0524,0.1795,0.182,0.2874,critical 8672,DRC,2020,urban,Infrastructure,Mid_Level,92.57,536256,0.5647,233424,0.1275,29750,2,0.5059,0.5876,119.3,0.0492,0.1948,0.1842,0.2717,critical 8673,Ethiopia,2021,remote,Justice,Senior,117.0,1577877,0.6,631150,0.1,63115,4,0.585,0.6801,191.05,0.0714,0.2057,0.2244,0.28,critical 8674,Kenya,2022,rural,Social_Services,Junior,52.76,1805167,0.2545,1345770,0.2342,315133,16,0.6084,0.8302,459.21,0.0724,0.487,0.6828,0.5264,moderate 8675,Senegal,2023,urban,Administration,Junior,17.53,364267,0.2413,276387,0.2427,67078,11,0.4968,0.7111,272.4,0.0708,0.3749,0.4332,0.4653,low 8676,Senegal,2021,capital,Security,Senior,16.62,341940,0.1798,280454,0.306,85817,13,0.6172,0.7299,367.54,0.0537,0.3705,0.4742,0.508,moderate 8677,Botswana,2019,urban,Infrastructure,Junior,2.41,103752,0.2154,81404,0.3437,27982,29,0.6703,0.8095,392.58,0.0711,0.5339,0.5837,0.5878,moderate 8678,Kenya,2020,capital,Security,Mid_Level,50.61,1898732,0.1688,1578313,0.3744,590931,16,0.5787,0.8463,362.04,0.0679,0.475,0.5246,0.5683,moderate 8679,Senegal,2025,rural,Security,Junior,18.49,436216,0.305,303188,0.1873,56779,11,0.5267,0.8222,295.65,0.0581,0.3907,0.3802,0.4485,low 8680,Ghana,2019,capital,Infrastructure,Junior,30.64,719119,0.2371,548623,0.256,140438,12,0.5311,0.7278,201.01,0.0706,0.3043,0.4444,0.4688,low 8681,Uganda,2024,rural,Education,Senior,49.0,402471,0.4721,212468,0.1431,30399,7,0.5494,0.773,396.09,0.064,0.3187,0.4221,0.3753,low 8682,DRC,2023,remote,Administration,Executive,101.74,613927,0.6,245570,0.1,24557,5,0.5258,0.638,413.44,0.0642,0.1987,0.2146,0.2745,critical 8683,Ghana,2024,rural,Security,Junior,34.0,727532,0.2934,514041,0.1835,94301,9,0.4889,0.6942,182.64,0.0713,0.3316,0.4001,0.4223,low 8684,Botswana,2020,urban,Health,Senior,2.45,105894,0.2025,84451,0.3611,30492,21,0.5781,0.7836,810.3,0.0794,0.4729,0.7301,0.58,moderate 8685,Uganda,2019,capital,Administration,Junior,41.86,380364,0.3873,233061,0.2252,52489,5,0.5956,0.7422,184.51,0.0618,0.3366,0.4306,0.41,low 8686,Tanzania,2019,capital,Health,Junior,57.79,947023,0.2988,664093,0.2128,141313,7,0.4902,0.8084,278.27,0.0536,0.3417,0.3486,0.4363,low 8687,Kenya,2018,capital,Finance,Junior,48.55,1601977,0.1881,1300663,0.3495,454530,14,0.6177,0.7877,578.5,0.0897,0.4409,0.6817,0.5558,moderate 8688,Tanzania,2024,capital,Health,Junior,67.0,1318618,0.243,998144,0.2545,253995,8,0.5883,0.7339,281.48,0.0647,0.3004,0.353,0.4483,low 8689,Tanzania,2018,remote,Administration,Junior,56.11,940611,0.4573,510489,0.1007,51392,8,0.5233,0.6877,192.26,0.0559,0.3394,0.452,0.3632,low 8690,Nigeria,2024,rural,Security,Director,230.0,4501073,0.488,2304386,0.1778,409782,7,0.5706,0.7525,713.65,0.0629,0.3627,0.4675,0.3858,low 8691,Botswana,2022,capital,Health,Junior,2.52,107878,0.1935,87000,0.357,31061,16,0.5065,0.8356,462.53,0.0889,0.5552,0.5384,0.5656,moderate 8692,Kenya,2019,urban,Security,Junior,49.57,1963067,0.1793,1611020,0.3296,531062,13,0.6035,0.8402,595.98,0.0679,0.5619,0.7268,0.575,moderate 8693,Kenya,2025,capital,Health,Junior,56.15,1812513,0.1559,1529865,0.3824,584976,18,0.5629,0.9264,487.68,0.0886,0.4999,0.5432,0.5949,moderate 8694,Ethiopia,2025,capital,Education,Junior,129.15,1545088,0.3991,928376,0.1572,145899,5,0.5027,0.5937,136.83,0.0696,0.1948,0.1824,0.3288,critical 8695,Rwanda,2019,rural,Health,Junior,12.43,383361,0.2148,301009,0.2503,75339,18,0.5293,0.7891,389.26,0.0884,0.5568,0.5261,0.5305,moderate 8696,South Africa,2020,rural,Finance,Junior,60.06,2727676,0.302,1903927,0.2409,458582,14,0.5499,0.915,385.21,0.0694,0.4381,0.7727,0.5281,moderate 8697,Tanzania,2025,capital,Finance,Mid_Level,69.01,1419066,0.2264,1097755,0.2563,281357,10,0.5707,0.7378,324.12,0.0697,0.3376,0.405,0.4674,low 8698,Ghana,2018,capital,Justice,Junior,30.01,787444,0.247,592930,0.3267,193719,13,0.5505,0.7717,189.14,0.0517,0.3696,0.4119,0.4963,low 8699,Mozambique,2021,capital,Health,Junior,30.47,267895,0.434,151616,0.167,25313,5,0.4668,0.6408,155.92,0.0495,0.2359,0.1989,0.3353,critical 8700,DRC,2021,capital,Education,Junior,95.53,633814,0.5029,315086,0.137,43179,4,0.5343,0.673,137.25,0.0646,0.2074,0.2014,0.3104,critical 8701,Ethiopia,2025,remote,Agriculture,Junior,129.15,1369268,0.6,547707,0.1,54770,4,0.4798,0.6711,112.64,0.0613,0.2268,0.2225,0.2806,critical 8702,Nigeria,2022,remote,Social_Services,Junior,218.92,4610399,0.6,1844159,0.1164,214633,8,0.5445,0.8179,206.66,0.0688,0.3264,0.4222,0.3466,critical 8703,Mozambique,2020,rural,Justice,Senior,29.66,334984,0.4872,171767,0.1,17176,4,0.5615,0.6267,209.17,0.0709,0.2162,0.1973,0.2985,critical 8704,Nigeria,2019,urban,Education,Director,203.29,4410474,0.3969,2659916,0.2626,698443,11,0.5127,0.7195,518.14,0.0696,0.3623,0.3864,0.4267,low 8705,Mozambique,2020,rural,Justice,Mid_Level,29.66,264755,0.5117,129268,0.1152,14890,7,0.4964,0.6137,151.19,0.0562,0.2103,0.2321,0.3047,critical 8706,Botswana,2023,rural,Education,Senior,2.56,123702,0.246,93277,0.2626,24494,23,0.6653,0.8383,935.66,0.086,0.443,0.6575,0.5475,moderate 8707,Senegal,2018,rural,Health,Junior,15.34,343608,0.3653,218104,0.18,39253,13,0.6258,0.8215,252.14,0.0627,0.3611,0.4557,0.4411,low 8708,DRC,2021,rural,Security,Junior,95.53,647387,0.6,258954,0.1,25895,4,0.5341,0.6467,87.18,0.0498,0.2245,0.1672,0.2712,critical 8709,Senegal,2019,urban,Education,Junior,15.76,337827,0.2075,267727,0.2156,57720,12,0.4927,0.8073,196.24,0.061,0.392,0.375,0.4798,low 8710,Kenya,2024,capital,Finance,Junior,55.0,2130472,0.177,1753325,0.3517,616723,19,0.5822,0.9011,447.09,0.0832,0.5575,0.7186,0.604,moderate 8711,Mozambique,2023,capital,Health,Junior,32.13,297373,0.3935,180355,0.1558,28105,6,0.5534,0.5961,116.02,0.0707,0.2122,0.2114,0.3374,critical 8712,South Africa,2023,rural,Administration,Senior,61.51,2966637,0.2786,2140230,0.2756,589904,19,0.5961,0.8561,965.43,0.0917,0.5084,0.5739,0.5334,moderate 8713,Tanzania,2022,remote,Health,Mid_Level,63.15,1279129,0.4053,760672,0.1139,86629,8,0.5031,0.6849,283.64,0.0562,0.3124,0.4788,0.379,low 8714,Rwanda,2024,urban,Health,Director,14.0,458239,0.1555,386997,0.3563,137902,28,0.5244,0.8746,1477.34,0.085,0.5046,0.6635,0.6182,moderate 8715,Botswana,2019,urban,Education,Junior,2.41,99881,0.1866,81238,0.3653,29676,25,0.5822,0.8489,426.75,0.0885,0.4241,0.5519,0.5821,moderate 8716,Nigeria,2021,urban,Infrastructure,Junior,213.58,4136337,0.3761,2580722,0.2324,599659,7,0.5023,0.7586,230.7,0.0536,0.3259,0.3438,0.4123,low 8717,Ethiopia,2021,capital,Social_Services,Junior,117.0,1587540,0.3471,1036540,0.1871,193940,3,0.552,0.6645,131.72,0.0565,0.1803,0.2034,0.3556,low 8718,Botswana,2021,urban,Education,Senior,2.49,100457,0.2148,78881,0.3213,25344,25,0.5763,0.7915,641.29,0.0829,0.533,0.6988,0.581,moderate 8719,Kenya,2021,rural,Education,Mid_Level,51.68,1853668,0.3154,1269033,0.2411,306016,18,0.5326,0.8013,371.2,0.0734,0.4634,0.7337,0.5163,moderate 8720,Kenya,2018,capital,Finance,Mid_Level,48.55,1602593,0.145,1370145,0.332,454845,20,0.5936,0.7725,357.72,0.0942,0.5571,0.523,0.5706,moderate 8721,Tanzania,2023,urban,Security,Junior,65.05,1045446,0.3305,699940,0.2134,149371,7,0.513,0.6996,315.64,0.0612,0.3483,0.4314,0.4211,low 8722,Rwanda,2018,capital,Administration,Mid_Level,12.14,416582,0.1442,356529,0.3467,123618,20,0.5789,0.8282,392.06,0.0652,0.5262,0.531,0.5806,moderate 8723,Ghana,2018,rural,Finance,Senior,30.01,770962,0.3038,536715,0.1985,106544,14,0.5863,0.7725,475.18,0.0627,0.325,0.3232,0.4394,low 8724,Kenya,2021,urban,Health,Mid_Level,51.68,1745031,0.1979,1399669,0.2671,373842,13,0.5527,0.7946,620.92,0.075,0.5297,0.691,0.5411,moderate 8725,Uganda,2019,rural,Agriculture,Senior,41.86,335807,0.494,169908,0.1414,24031,9,0.4798,0.7301,382.01,0.0613,0.3982,0.4722,0.3809,low 8726,Botswana,2021,rural,Health,Mid_Level,2.49,101293,0.205,80531,0.3025,24360,28,0.6977,0.9115,401.46,0.0679,0.4267,0.6478,0.5886,moderate 8727,Botswana,2025,rural,Security,Senior,2.64,134246,0.2807,96568,0.3046,29416,28,0.5935,0.7723,631.36,0.0947,0.4537,0.5718,0.5444,moderate 8728,Rwanda,2023,capital,Administration,Junior,13.67,455320,0.1428,390284,0.3514,137149,25,0.5902,0.766,598.56,0.0851,0.4515,0.6391,0.5886,moderate 8729,Uganda,2024,remote,Education,Mid_Level,49.0,416578,0.5689,179573,0.1,17957,9,0.5272,0.7145,260.72,0.0537,0.3814,0.468,0.3474,critical 8730,Nigeria,2023,rural,Education,Mid_Level,224.39,4917735,0.4597,2657276,0.1478,392855,10,0.4731,0.7275,317.3,0.0586,0.3923,0.3956,0.385,low 8731,Ethiopia,2021,rural,Security,Mid_Level,117.0,1309927,0.533,611739,0.1112,68018,5,0.4659,0.5891,138.69,0.0582,0.2212,0.1607,0.2836,critical 8732,Ethiopia,2024,remote,Health,Junior,126.0,1532133,0.6,612853,0.1,61285,5,0.559,0.7089,148.15,0.0552,0.2406,0.1945,0.2873,critical 8733,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,293758,0.4356,165784,0.1474,24430,6,0.5765,0.6994,113.77,0.0662,0.2364,0.2207,0.3435,critical 8734,Tanzania,2021,rural,Finance,Junior,61.31,1145668,0.3267,771406,0.1411,108852,9,0.5212,0.7025,315.76,0.0719,0.3384,0.4332,0.4086,low 8735,Kenya,2024,capital,Education,Mid_Level,55.0,1846751,0.1658,1540647,0.3623,558182,21,0.5082,0.8306,603.81,0.0875,0.555,0.6657,0.5983,moderate 8736,Tanzania,2024,capital,Health,Junior,67.0,1343401,0.2831,963039,0.2284,219988,10,0.5987,0.7808,180.2,0.0548,0.306,0.4371,0.4528,low 8737,Tanzania,2025,urban,Agriculture,Mid_Level,69.01,1056801,0.2817,759070,0.1912,145130,9,0.475,0.8152,252.41,0.0694,0.3552,0.4513,0.4528,low 8738,South Africa,2019,capital,Health,Executive,59.58,2721171,0.1829,2223576,0.3783,841157,25,0.6294,0.7908,1900.34,0.0766,0.5474,0.6255,0.5973,moderate 8739,Ghana,2019,urban,Social_Services,Mid_Level,30.64,666816,0.2957,469646,0.3034,142478,15,0.5241,0.7184,254.48,0.0544,0.3715,0.4451,0.4788,low 8740,Botswana,2024,rural,Social_Services,Senior,2.6,105298,0.2856,75224,0.26,19561,17,0.6067,0.8793,895.52,0.067,0.5513,0.5824,0.5314,moderate 8741,South Africa,2018,urban,Finance,Junior,59.11,3507691,0.2084,2776840,0.3816,1059528,15,0.6138,0.8077,417.14,0.0758,0.4868,0.5693,0.5576,moderate 8742,DRC,2025,urban,Education,Senior,108.36,608451,0.6,243380,0.1272,30949,3,0.5636,0.6438,149.94,0.0531,0.1992,0.2295,0.2787,critical 8743,South Africa,2023,rural,Finance,Senior,61.51,3115254,0.2969,2190490,0.2199,481611,24,0.508,0.9323,974.85,0.0719,0.5424,0.6351,0.5484,moderate 8744,Mozambique,2025,urban,Infrastructure,Mid_Level,33.89,351244,0.3818,217147,0.1343,29155,5,0.5564,0.59,154.13,0.0582,0.204,0.2296,0.3325,critical 8745,Uganda,2021,rural,Security,Junior,44.58,408061,0.6,163224,0.1527,24930,5,0.5159,0.749,185.25,0.0653,0.3346,0.383,0.3348,critical 8746,Senegal,2023,rural,Social_Services,Senior,17.53,385995,0.3625,246088,0.1861,45808,9,0.4584,0.6908,332.92,0.058,0.3655,0.3958,0.4082,low 8747,Ethiopia,2025,capital,Health,Director,129.15,1398364,0.4665,746004,0.1647,122881,4,0.4741,0.7007,312.36,0.0665,0.2128,0.1666,0.3276,critical 8748,DRC,2020,rural,Infrastructure,Senior,92.57,595901,0.6,238360,0.1,23836,5,0.45,0.7078,165.38,0.0665,0.22,0.1884,0.2845,critical 8749,Senegal,2024,capital,Education,Senior,18.0,398045,0.1815,325806,0.2801,91267,10,0.4699,0.6824,286.77,0.0563,0.3591,0.4311,0.481,low 8750,Botswana,2023,capital,Social_Services,Senior,2.56,109463,0.1857,89133,0.3666,32676,17,0.568,0.7815,781.72,0.0812,0.4346,0.695,0.5679,moderate 8751,Mozambique,2022,capital,Agriculture,Junior,31.29,321138,0.401,192349,0.1466,28207,4,0.5361,0.7137,118.83,0.067,0.2364,0.2111,0.3482,critical 8752,Ethiopia,2019,rural,Education,Junior,111.37,1398960,0.6,559584,0.126,70492,5,0.523,0.6682,154.4,0.0625,0.2068,0.2091,0.2858,critical 8753,Nigeria,2023,remote,Education,Junior,224.39,4450247,0.6,1780098,0.1106,196909,12,0.6227,0.8236,270.25,0.0657,0.336,0.4665,0.3614,low 8754,Kenya,2018,urban,Administration,Mid_Level,48.55,1809889,0.2041,1440420,0.2622,377682,14,0.5078,0.7958,482.46,0.0886,0.4864,0.7359,0.5411,moderate 8755,Senegal,2020,urban,Social_Services,Mid_Level,16.18,306542,0.2427,232154,0.2133,49522,12,0.5441,0.7718,234.3,0.0488,0.3132,0.3569,0.4554,low 8756,Botswana,2018,urban,Education,Senior,2.38,99898,0.2181,78111,0.3428,26773,21,0.5322,0.8838,619.92,0.0739,0.5283,0.6676,0.5858,moderate 8757,Botswana,2021,remote,Education,Mid_Level,2.49,119837,0.3662,75957,0.1934,14691,20,0.5051,0.7946,448.28,0.074,0.4258,0.5474,0.4733,low 8758,Kenya,2020,urban,Health,Mid_Level,50.61,1634189,0.1961,1313692,0.329,432159,14,0.5857,0.9075,641.62,0.082,0.4738,0.611,0.5628,moderate 8759,Rwanda,2020,capital,Infrastructure,Junior,12.73,345417,0.1196,304101,0.3756,114229,25,0.6244,0.9063,569.8,0.0788,0.4455,0.5363,0.6106,moderate 8760,Mozambique,2022,capital,Security,Junior,31.29,287162,0.4025,171577,0.1603,27508,5,0.4996,0.628,92.35,0.0676,0.1915,0.1793,0.3332,critical 8761,Tanzania,2019,rural,Finance,Junior,57.79,954364,0.3585,612180,0.1416,86675,8,0.5937,0.6761,198.31,0.0561,0.343,0.3485,0.3863,low 8762,Kenya,2021,urban,Administration,Junior,51.68,2033758,0.2199,1586439,0.2766,438847,17,0.6347,0.8044,506.49,0.0914,0.4311,0.6872,0.5391,moderate 8763,DRC,2019,capital,Social_Services,Mid_Level,89.7,596484,0.571,255869,0.1135,29039,3,0.4392,0.6624,110.44,0.0509,0.1946,0.2101,0.2829,critical 8764,Botswana,2020,urban,Health,Junior,2.45,109591,0.1901,88759,0.3408,30247,27,0.6931,0.8956,350.6,0.0789,0.4419,0.7032,0.604,moderate 8765,Ethiopia,2018,capital,Health,Mid_Level,108.65,1155966,0.4511,634495,0.1477,93731,4,0.5729,0.6265,122.55,0.0614,0.2159,0.1826,0.318,critical 8766,Rwanda,2019,rural,ICT,Director,12.43,323904,0.191,262048,0.2471,64744,20,0.6414,0.9085,1015.39,0.0878,0.4671,0.7097,0.568,moderate 8767,Botswana,2022,capital,Security,Junior,2.52,113059,0.1525,95815,0.345,33054,21,0.5008,0.7983,621.69,0.0921,0.4912,0.6643,0.5859,moderate 8768,Ghana,2022,rural,Infrastructure,Mid_Level,32.62,827724,0.358,531368,0.1993,105911,15,0.5271,0.8158,258.15,0.0568,0.3102,0.4762,0.4488,low 8769,Senegal,2021,rural,Security,Junior,16.62,327221,0.3553,210964,0.1815,38280,9,0.4909,0.8106,203.89,0.0702,0.3705,0.3669,0.4244,low 8770,Ghana,2022,rural,Education,Mid_Level,32.62,804824,0.3191,548029,0.2188,119928,10,0.5795,0.74,227.98,0.0505,0.3603,0.4171,0.4387,low 8771,South Africa,2024,remote,Health,Mid_Level,62.0,2977859,0.4704,1577173,0.2008,316766,14,0.4792,0.9298,353.08,0.0732,0.5317,0.6559,0.4758,low 8772,DRC,2019,remote,Security,Junior,89.7,597894,0.6,239157,0.1,23915,4,0.4802,0.6009,100.33,0.0682,0.1913,0.1627,0.2605,critical 8773,Mozambique,2022,urban,Finance,Director,31.29,336115,0.3655,213274,0.1548,33004,4,0.4953,0.659,327.08,0.0703,0.2055,0.1943,0.3462,critical 8774,South Africa,2023,capital,Security,Junior,61.51,2972128,0.2036,2367146,0.3337,789919,18,0.5989,0.904,435.78,0.0798,0.5022,0.6534,0.5787,moderate 8775,South Africa,2025,urban,Administration,Senior,62.5,2956030,0.2197,2306654,0.3775,870697,24,0.6395,0.808,738.56,0.0721,0.4543,0.7413,0.5902,moderate 8776,Kenya,2025,urban,Health,Junior,56.15,1850422,0.213,1456297,0.2936,427623,22,0.5202,0.8415,553.08,0.0767,0.521,0.6375,0.5672,moderate 8777,Rwanda,2024,capital,Social_Services,Junior,14.0,386862,0.1293,336822,0.3079,103693,22,0.6415,0.8834,636.78,0.0785,0.4913,0.5584,0.5871,moderate 8778,Mozambique,2019,remote,ICT,Mid_Level,28.88,272975,0.6,109190,0.1,10919,5,0.5157,0.6481,152.66,0.0481,0.181,0.1674,0.2695,critical 8779,Ethiopia,2024,capital,Education,Junior,126.0,1395222,0.4884,713851,0.1918,136892,4,0.5267,0.6232,152.93,0.0565,0.2377,0.1725,0.3204,critical 8780,Rwanda,2020,capital,Finance,Junior,12.73,342632,0.1368,295743,0.3986,117889,20,0.5049,0.8932,551.32,0.0936,0.5411,0.7605,0.6296,moderate 8781,Rwanda,2023,rural,Security,Mid_Level,13.67,357582,0.2141,281035,0.2514,70655,24,0.6687,0.9227,463.64,0.0823,0.4583,0.6673,0.5703,moderate 8782,South Africa,2019,rural,ICT,Junior,59.58,2772406,0.2755,2008710,0.2594,520978,23,0.5198,0.852,532.0,0.0882,0.5163,0.7424,0.5571,moderate 8783,Kenya,2025,capital,Education,Junior,56.15,2245825,0.1939,1810346,0.3827,692837,12,0.5331,0.9335,521.18,0.0871,0.5494,0.6071,0.5829,moderate 8784,DRC,2020,remote,Security,Junior,92.57,485247,0.6,194098,0.1,19409,2,0.5,0.6221,135.4,0.0712,0.1921,0.1752,0.2601,critical 8785,Ghana,2018,remote,Agriculture,Mid_Level,30.01,760141,0.4459,421156,0.166,69896,14,0.5914,0.6867,323.44,0.06,0.2995,0.4471,0.3927,low 8786,Ethiopia,2023,rural,Education,Mid_Level,122.93,1569059,0.5047,777207,0.1052,81790,6,0.4728,0.631,90.04,0.0543,0.2073,0.2304,0.3036,critical 8787,Kenya,2023,urban,Justice,Mid_Level,53.87,1652313,0.2096,1305912,0.3344,436722,20,0.5252,0.8727,407.04,0.067,0.4269,0.6581,0.5706,moderate 8788,Ethiopia,2018,capital,Infrastructure,Senior,108.65,1437302,0.4126,844299,0.148,124962,5,0.4658,0.6015,140.89,0.0612,0.1922,0.1937,0.3252,critical 8789,DRC,2022,remote,Health,Junior,98.59,664228,0.6,265691,0.1,26569,4,0.553,0.6731,98.75,0.0639,0.2278,0.1927,0.278,critical 8790,Rwanda,2025,urban,Justice,Junior,14.34,389274,0.1855,317049,0.2794,88574,18,0.6487,0.7716,528.19,0.0811,0.4988,0.6874,0.5528,moderate 8791,Nigeria,2018,rural,Agriculture,Mid_Level,198.33,4191702,0.4446,2328077,0.1467,341591,9,0.5605,0.7493,175.8,0.0706,0.2983,0.3533,0.3756,low 8792,Uganda,2025,capital,Security,Mid_Level,50.57,351855,0.3638,223856,0.2096,46909,8,0.4616,0.7272,289.63,0.0657,0.3547,0.465,0.4225,low 8793,Senegal,2025,urban,Education,Junior,18.49,467101,0.2038,371905,0.25,92972,7,0.4665,0.761,280.61,0.0695,0.3495,0.4205,0.4702,low 8794,DRC,2024,capital,Justice,Junior,105.0,558025,0.4063,331320,0.1275,42243,4,0.4546,0.6713,144.64,0.0572,0.1838,0.1965,0.329,critical 8795,Senegal,2018,urban,Social_Services,Senior,15.34,349375,0.2308,268724,0.2429,65285,9,0.4602,0.7897,328.93,0.0562,0.3608,0.4196,0.472,low 8796,Mozambique,2020,capital,Health,Senior,29.66,254996,0.4552,138919,0.1404,19497,5,0.519,0.6744,135.83,0.0675,0.2243,0.2015,0.3275,critical 8797,Ghana,2022,capital,Finance,Junior,32.62,789665,0.2841,565326,0.3264,184547,12,0.509,0.7173,283.31,0.07,0.3071,0.4652,0.4754,low 8798,Ethiopia,2022,capital,Health,Senior,119.93,1473381,0.3891,900015,0.1768,159105,5,0.5944,0.6293,201.81,0.0617,0.2267,0.2362,0.3501,low 8799,Ethiopia,2018,urban,Education,Mid_Level,108.65,1419842,0.547,643197,0.1675,107729,5,0.4798,0.6808,109.87,0.059,0.2314,0.2057,0.3135,critical 8800,Nigeria,2023,remote,Education,Junior,224.39,4809859,0.5763,2037910,0.132,268987,12,0.6216,0.7121,246.0,0.0583,0.3858,0.3582,0.3501,low 8801,South Africa,2018,rural,Administration,Junior,59.11,2677416,0.3822,1654067,0.2809,464621,19,0.5871,0.8501,561.42,0.0859,0.425,0.6423,0.5064,moderate 8802,Botswana,2019,urban,Finance,Junior,2.41,97279,0.1765,80104,0.4003,32062,24,0.5546,0.9077,625.94,0.0724,0.529,0.5289,0.6079,moderate 8803,Botswana,2025,capital,Administration,Mid_Level,2.64,112650,0.2005,90068,0.4363,39294,25,0.6337,0.8766,539.42,0.09,0.4487,0.5503,0.6028,moderate 8804,Mozambique,2022,remote,Agriculture,Mid_Level,31.29,338733,0.6,135493,0.1,13549,5,0.4958,0.6955,133.55,0.065,0.1953,0.2131,0.2827,critical 8805,Tanzania,2023,rural,ICT,Senior,65.05,1227046,0.4083,726068,0.178,129213,8,0.5244,0.7102,430.98,0.0611,0.343,0.3567,0.3889,low 8806,Mozambique,2021,rural,Security,Director,30.47,295969,0.5316,138637,0.1084,15025,5,0.5381,0.6707,216.43,0.066,0.2363,0.1741,0.2984,critical 8807,South Africa,2023,urban,Education,Junior,61.51,2909740,0.2058,2310970,0.3347,773572,19,0.5791,0.9341,395.79,0.0881,0.5563,0.7335,0.5988,moderate 8808,Tanzania,2020,urban,Infrastructure,Senior,59.53,972161,0.2819,698140,0.212,148029,9,0.568,0.7441,420.24,0.0492,0.3515,0.4337,0.4452,low 8809,Botswana,2018,rural,Security,Mid_Level,2.38,122289,0.2926,86505,0.2975,25732,16,0.6423,0.9149,522.17,0.0891,0.5321,0.7282,0.5545,moderate 8810,Botswana,2023,urban,Agriculture,Mid_Level,2.56,126742,0.1891,102776,0.366,37617,27,0.5708,0.7695,380.36,0.0787,0.4321,0.7788,0.5982,moderate 8811,Mozambique,2024,urban,Education,Junior,33.0,288319,0.3851,177281,0.1179,20899,6,0.4531,0.6119,140.72,0.0591,0.2142,0.2156,0.333,critical 8812,Mozambique,2025,urban,Finance,Mid_Level,33.89,348268,0.3473,227322,0.1179,26790,6,0.4608,0.6686,132.39,0.0691,0.2084,0.2258,0.3514,low 8813,Botswana,2021,remote,Health,Mid_Level,2.49,125109,0.3159,85590,0.2202,18850,21,0.5673,0.8665,622.19,0.0928,0.5227,0.6587,0.5267,moderate 8814,Tanzania,2021,urban,Administration,Senior,61.31,1026273,0.3452,672032,0.1882,126490,6,0.5471,0.7497,335.94,0.0592,0.3476,0.43,0.416,low 8815,Nigeria,2019,rural,Agriculture,Junior,203.29,4074643,0.3743,2549476,0.1676,427385,8,0.5355,0.7341,237.25,0.057,0.3792,0.3823,0.4046,low 8816,Rwanda,2021,rural,Security,Junior,13.04,425829,0.2293,328198,0.2363,77550,26,0.6192,0.846,400.53,0.0778,0.4415,0.7486,0.5627,moderate 8817,Kenya,2025,rural,Social_Services,Junior,56.15,1840177,0.2559,1369322,0.2259,309358,18,0.5293,0.8599,567.61,0.071,0.5492,0.6431,0.5357,moderate 8818,Nigeria,2024,urban,Finance,Senior,230.0,4291393,0.2884,3053588,0.2618,799562,10,0.5134,0.7503,383.84,0.0654,0.3882,0.3709,0.4568,low 8819,Kenya,2021,capital,Social_Services,Junior,51.68,1683747,0.1943,1356608,0.3528,478583,12,0.6006,0.8168,580.06,0.0786,0.4543,0.7602,0.5636,moderate 8820,Ghana,2020,remote,Social_Services,Junior,31.29,840910,0.4873,431161,0.1317,56785,12,0.5481,0.7048,300.59,0.0557,0.3997,0.3819,0.375,low 8821,South Africa,2018,urban,Justice,Mid_Level,59.11,2718238,0.2872,1937498,0.3716,719976,16,0.6066,0.7734,569.24,0.0758,0.4965,0.608,0.5376,moderate 8822,Ethiopia,2021,rural,Health,Senior,117.0,1387887,0.6,555154,0.1092,60638,6,0.5634,0.6944,159.89,0.0701,0.2117,0.236,0.2912,critical 8823,DRC,2019,remote,Health,Mid_Level,89.7,479081,0.6,191632,0.1,19163,3,0.4736,0.7016,142.18,0.0615,0.2267,0.1779,0.2782,critical 8824,Senegal,2022,urban,Education,Mid_Level,17.07,338221,0.2077,267981,0.26,69676,9,0.4616,0.764,232.05,0.0527,0.392,0.4299,0.4824,low 8825,South Africa,2025,remote,Health,Senior,62.5,3363540,0.3978,2025625,0.216,437580,25,0.607,0.8225,665.17,0.0813,0.5018,0.6372,0.5044,moderate 8826,Mozambique,2022,urban,Social_Services,Mid_Level,31.29,300333,0.4922,152507,0.1491,22739,6,0.4574,0.6209,115.96,0.0507,0.1803,0.1809,0.3085,critical 8827,Uganda,2021,urban,Social_Services,Senior,44.58,388172,0.35,252324,0.2135,53863,9,0.5224,0.7525,358.9,0.0531,0.3187,0.3723,0.4203,low 8828,DRC,2020,capital,Health,Mid_Level,92.57,575623,0.4173,335392,0.1164,39038,4,0.542,0.7079,149.7,0.0554,0.197,0.1904,0.3297,critical 8829,DRC,2025,urban,Justice,Junior,108.36,654407,0.5314,306684,0.1236,37913,4,0.5201,0.6612,128.69,0.0678,0.1968,0.1951,0.2964,critical 8830,Nigeria,2023,remote,Justice,Senior,224.39,4028798,0.6,1611519,0.1108,178519,7,0.5192,0.7914,433.88,0.0528,0.3221,0.4543,0.3415,critical 8831,Senegal,2023,rural,Health,Director,17.53,430625,0.3035,299940,0.1888,56624,13,0.5957,0.7532,498.23,0.0531,0.3252,0.3482,0.4341,low 8832,Rwanda,2023,capital,Education,Junior,13.67,355658,0.1602,298669,0.3842,114754,27,0.5176,0.7932,638.68,0.0834,0.4747,0.6923,0.6092,moderate 8833,Ethiopia,2018,rural,ICT,Junior,108.65,1270169,0.5858,526064,0.1023,53799,5,0.5909,0.6523,85.54,0.0668,0.2248,0.2194,0.2839,critical 8834,Uganda,2025,remote,Infrastructure,Mid_Level,50.57,350863,0.6,140345,0.1008,14152,8,0.5449,0.7413,261.66,0.0548,0.3403,0.3697,0.3274,critical 8835,Ghana,2024,capital,Security,Junior,34.0,835086,0.2184,652741,0.3311,216147,13,0.5643,0.7804,268.93,0.05,0.36,0.448,0.5086,moderate 8836,Botswana,2025,capital,Health,Senior,2.64,107088,0.1385,92257,0.4175,38518,20,0.6546,0.7685,735.95,0.0672,0.5265,0.7772,0.6154,moderate 8837,Ghana,2023,urban,Health,Junior,33.3,881665,0.2861,629377,0.2838,178592,15,0.4961,0.7963,275.69,0.0589,0.3045,0.3878,0.4756,low 8838,Kenya,2019,rural,Security,Junior,49.57,1861026,0.2561,1384419,0.2253,311954,13,0.5579,0.9269,624.71,0.0789,0.4869,0.5837,0.5209,moderate 8839,Mozambique,2024,capital,ICT,Mid_Level,33.0,315149,0.4067,186968,0.1685,31499,6,0.4705,0.6506,122.86,0.0603,0.1836,0.166,0.338,critical 8840,Ethiopia,2024,capital,Education,Junior,126.0,1656214,0.3906,1009222,0.1545,155907,6,0.5832,0.5863,121.31,0.0609,0.2082,0.1858,0.3333,critical 8841,Ghana,2023,urban,Justice,Junior,33.3,772977,0.2517,578454,0.2309,133566,10,0.5689,0.7008,287.33,0.0716,0.3504,0.349,0.4449,low 8842,Mozambique,2022,urban,Health,Mid_Level,31.29,323583,0.3622,206386,0.1341,27683,6,0.4977,0.6812,85.34,0.0594,0.2382,0.2267,0.3567,low 8843,Botswana,2024,capital,Health,Mid_Level,2.6,125894,0.1486,107185,0.377,40407,26,0.582,0.8833,487.27,0.0937,0.5279,0.6872,0.6261,moderate 8844,Nigeria,2018,remote,Agriculture,Junior,198.33,4094615,0.6,1637846,0.1429,233991,8,0.5082,0.7867,315.94,0.0714,0.355,0.366,0.3458,critical 8845,Tanzania,2019,capital,Social_Services,Director,57.79,1121062,0.2936,791921,0.2442,193412,11,0.518,0.7521,483.75,0.0661,0.391,0.3323,0.4503,low 8846,Ethiopia,2019,rural,Health,Junior,111.37,1150216,0.5991,461122,0.1276,58840,4,0.5016,0.7117,128.44,0.0502,0.2382,0.2137,0.2941,critical 8847,South Africa,2023,rural,Education,Executive,61.51,3542622,0.2947,2498513,0.2527,631445,14,0.4739,0.8795,1772.85,0.0755,0.5297,0.625,0.5219,moderate 8848,DRC,2023,rural,Security,Junior,101.74,606385,0.6,242554,0.1,24255,2,0.4464,0.5924,105.35,0.0609,0.2191,0.1781,0.2586,critical 8849,DRC,2020,remote,Finance,Junior,92.57,586391,0.6,234556,0.1,23455,3,0.4778,0.6674,152.74,0.0529,0.2404,0.218,0.2785,critical 8850,Kenya,2025,urban,Security,Senior,56.15,1945756,0.2266,1504816,0.3237,487092,19,0.5882,0.8161,932.34,0.0945,0.4285,0.5967,0.5467,moderate 8851,DRC,2018,urban,Health,Junior,86.92,564084,0.4493,310640,0.1267,39357,4,0.5257,0.5884,114.15,0.066,0.2096,0.2087,0.3094,critical 8852,Kenya,2020,capital,Education,Junior,50.61,1719536,0.2035,1369675,0.3762,515267,17,0.5764,0.8003,526.13,0.0804,0.4988,0.6819,0.5738,moderate 8853,Ghana,2025,urban,Infrastructure,Mid_Level,34.71,864787,0.3068,599496,0.2464,147730,15,0.5129,0.8122,234.68,0.0494,0.3689,0.463,0.4774,low 8854,Nigeria,2023,capital,Education,Junior,224.39,5157839,0.2624,3804595,0.2793,1062682,7,0.4549,0.7997,241.16,0.0608,0.3666,0.3462,0.463,low 8855,Tanzania,2021,capital,Education,Mid_Level,61.31,1134472,0.2261,877993,0.2325,204148,6,0.5253,0.7361,182.68,0.0618,0.3048,0.3455,0.4421,low 8856,Ethiopia,2021,capital,Administration,Junior,117.0,1278565,0.4931,648158,0.1516,98267,3,0.562,0.5886,84.56,0.0654,0.233,0.1839,0.3021,critical 8857,Ethiopia,2022,remote,Infrastructure,Director,119.93,1254128,0.6,501651,0.1,50165,3,0.4394,0.5871,366.16,0.0598,0.2393,0.1762,0.2621,critical 8858,DRC,2021,capital,Education,Senior,95.53,611767,0.5376,282867,0.1425,40295,4,0.579,0.6166,183.91,0.0634,0.2097,0.2105,0.2957,critical 8859,Senegal,2022,remote,Justice,Mid_Level,17.07,359633,0.3611,229774,0.1361,31281,10,0.6129,0.7463,293.87,0.0582,0.3451,0.3216,0.3974,low 8860,Mozambique,2025,urban,Infrastructure,Executive,33.89,319445,0.3495,207807,0.1234,25637,6,0.5362,0.6388,618.12,0.0713,0.1905,0.2055,0.3439,critical 8861,Senegal,2023,capital,Education,Junior,17.53,392936,0.2364,300064,0.287,86122,8,0.4858,0.7803,211.02,0.0682,0.3563,0.3327,0.4686,low 8862,Ghana,2021,rural,Justice,Mid_Level,31.94,742404,0.4189,431429,0.1698,73276,11,0.5521,0.7269,296.05,0.0632,0.3267,0.3973,0.3967,low 8863,DRC,2019,urban,Justice,Junior,89.7,553088,0.5599,243386,0.1265,30800,3,0.4648,0.7104,115.02,0.0491,0.2301,0.1627,0.295,critical 8864,Kenya,2022,urban,Social_Services,Director,52.76,1616403,0.1764,1331249,0.3273,435778,19,0.4969,0.8192,1172.13,0.0704,0.5027,0.6175,0.5701,moderate 8865,DRC,2019,remote,Education,Junior,89.7,588499,0.6,235399,0.1,23539,3,0.5655,0.6428,106.19,0.0546,0.182,0.1799,0.2651,critical 8866,Nigeria,2023,capital,Education,Junior,224.39,4456849,0.3486,2903190,0.2637,765572,7,0.5704,0.7599,248.08,0.0706,0.3021,0.331,0.4236,low 8867,Ethiopia,2024,remote,Agriculture,Junior,126.0,1476531,0.6,590612,0.1,59061,6,0.588,0.6833,143.26,0.0619,0.2412,0.1703,0.2836,critical 8868,Ghana,2020,rural,Education,Junior,31.29,825375,0.3001,577690,0.1967,113643,9,0.5545,0.6822,194.31,0.0661,0.3175,0.4131,0.422,low 8869,DRC,2022,rural,Infrastructure,Junior,98.59,620668,0.6,248267,0.1,24826,3,0.5186,0.6993,102.12,0.049,0.2384,0.1813,0.2794,critical 8870,Tanzania,2023,remote,ICT,Junior,65.05,1275911,0.5055,630901,0.1218,76844,9,0.6069,0.8172,280.03,0.063,0.3015,0.3402,0.3633,low 8871,South Africa,2021,capital,Health,Junior,60.54,2992197,0.2203,2333087,0.3376,787758,23,0.6537,0.9159,434.45,0.0652,0.4587,0.6573,0.5858,moderate 8872,Senegal,2024,remote,Social_Services,Junior,18.0,366316,0.451,201109,0.1408,28324,10,0.621,0.7262,299.41,0.0608,0.3462,0.3434,0.3754,low 8873,South Africa,2025,urban,Agriculture,Senior,62.5,3090153,0.2143,2427947,0.3073,746141,21,0.6177,0.8216,555.49,0.0695,0.5567,0.7495,0.5796,moderate 8874,Tanzania,2021,capital,Social_Services,Mid_Level,61.31,1084229,0.276,784954,0.2474,194178,7,0.5438,0.6985,324.76,0.0607,0.3556,0.4772,0.4484,low 8875,Tanzania,2022,urban,Security,Mid_Level,63.15,1164195,0.2391,885784,0.2283,202233,8,0.463,0.6994,183.35,0.0556,0.3232,0.4745,0.452,low 8876,Nigeria,2024,urban,Social_Services,Mid_Level,230.0,4511411,0.3915,2745361,0.1987,545617,10,0.5688,0.798,266.76,0.0607,0.3496,0.3894,0.4204,low 8877,Ethiopia,2022,urban,Agriculture,Junior,119.93,1528468,0.5097,749417,0.1718,128774,4,0.4861,0.667,95.08,0.0642,0.2115,0.167,0.3134,critical 8878,Mozambique,2023,rural,Education,Junior,32.13,312641,0.6,125056,0.1135,14194,4,0.5119,0.6129,103.62,0.0626,0.1801,0.2276,0.2711,critical 8879,Uganda,2022,rural,Health,Mid_Level,46.01,421205,0.5539,187901,0.1515,28472,8,0.5415,0.7855,245.71,0.0649,0.3088,0.4069,0.3588,low 8880,Ghana,2022,urban,Health,Junior,32.62,934752,0.2503,700767,0.3096,216927,14,0.528,0.7702,204.62,0.0507,0.3809,0.4422,0.4977,low 8881,Tanzania,2021,rural,Infrastructure,Mid_Level,61.31,967510,0.4124,568460,0.1781,101220,6,0.5857,0.7295,227.69,0.0647,0.3918,0.3453,0.3895,low 8882,Nigeria,2021,capital,Education,Mid_Level,213.58,4875712,0.2808,3506464,0.2164,758830,11,0.4644,0.7184,261.94,0.0491,0.3699,0.3717,0.4433,low 8883,Ghana,2019,capital,Social_Services,Junior,30.64,861496,0.1995,689657,0.2776,191471,15,0.5525,0.6763,190.86,0.0577,0.3966,0.3267,0.4808,low 8884,Uganda,2025,urban,Agriculture,Junior,50.57,396725,0.4266,227486,0.198,45038,8,0.486,0.8042,293.78,0.0498,0.3376,0.3642,0.4037,low 8885,Kenya,2018,rural,ICT,Junior,48.55,1535868,0.2749,1113714,0.2489,277170,21,0.5729,0.8097,491.63,0.0889,0.4244,0.7284,0.5327,moderate 8886,South Africa,2018,urban,ICT,Senior,59.11,2769359,0.2842,1982238,0.2997,594106,25,0.5848,0.9146,598.51,0.0883,0.4263,0.6917,0.5654,moderate 8887,Uganda,2024,urban,Administration,Director,49.0,379680,0.4633,203767,0.1868,38065,8,0.5957,0.7742,523.44,0.0501,0.319,0.3615,0.3851,low 8888,Nigeria,2023,rural,Health,Executive,224.39,3926627,0.4646,2102484,0.172,361688,11,0.4637,0.741,728.26,0.0592,0.3474,0.3246,0.3827,low 8889,DRC,2020,rural,Justice,Mid_Level,92.57,580816,0.6,232326,0.1,23232,3,0.5091,0.7146,108.84,0.0648,0.235,0.1756,0.2808,critical 8890,Nigeria,2019,urban,Justice,Mid_Level,203.29,3485789,0.3369,2311554,0.2197,507943,9,0.466,0.816,293.91,0.0489,0.3404,0.3377,0.4334,low 8891,Ghana,2021,capital,Health,Senior,31.94,747571,0.2705,545332,0.2776,151375,15,0.4965,0.7397,467.12,0.0554,0.3125,0.4117,0.4726,low 8892,Mozambique,2021,capital,Health,Senior,30.47,332436,0.3276,223539,0.1724,38531,4,0.465,0.6886,176.95,0.0567,0.1827,0.2206,0.3648,low 8893,DRC,2020,remote,Health,Junior,92.57,571251,0.6,228500,0.1,22850,4,0.5109,0.6326,97.32,0.0662,0.22,0.1884,0.2707,critical 8894,Botswana,2018,urban,Security,Executive,2.38,93050,0.1552,78609,0.3952,31068,29,0.6826,0.9004,2487.05,0.0774,0.4355,0.5798,0.6191,moderate 8895,Mozambique,2022,capital,Agriculture,Mid_Level,31.29,295348,0.4082,174798,0.1683,29422,6,0.52,0.6922,112.52,0.0671,0.2319,0.1766,0.3497,critical 8896,Ethiopia,2024,capital,Justice,Junior,126.0,1500907,0.3623,957092,0.1764,168868,6,0.5327,0.6676,130.36,0.059,0.2238,0.2242,0.3635,low 8897,Ethiopia,2020,remote,Infrastructure,Mid_Level,114.15,1494780,0.6,597912,0.1,59791,5,0.456,0.5937,90.17,0.0695,0.2175,0.1644,0.2648,critical 8898,Nigeria,2025,rural,Education,Mid_Level,235.75,5346065,0.3771,3330092,0.1854,617233,10,0.5153,0.7696,283.46,0.0693,0.3467,0.444,0.4216,low 8899,Senegal,2023,capital,Security,Mid_Level,17.53,368576,0.1746,304228,0.2543,77358,12,0.5975,0.7409,308.54,0.0671,0.3624,0.4533,0.4926,low 8900,South Africa,2023,urban,Finance,Junior,61.51,2893877,0.2653,2126031,0.3388,720256,18,0.5309,0.8801,630.72,0.0734,0.4459,0.6384,0.5538,moderate 8901,Rwanda,2021,rural,Health,Mid_Level,13.04,441349,0.2577,327621,0.2265,74215,17,0.607,0.8066,539.5,0.0791,0.5073,0.6107,0.5175,moderate 8902,Rwanda,2018,remote,Administration,Mid_Level,12.14,333095,0.3139,228541,0.1593,36414,23,0.6674,0.8248,360.71,0.0851,0.5303,0.6342,0.509,moderate 8903,Tanzania,2024,rural,Education,Junior,67.0,1213497,0.3646,771097,0.1612,124328,11,0.4914,0.7608,202.05,0.0481,0.4008,0.4428,0.4251,low 8904,Mozambique,2019,urban,Health,Mid_Level,28.88,327146,0.3947,198025,0.136,26941,4,0.5826,0.7113,117.1,0.0523,0.2273,0.2163,0.3464,critical 8905,Mozambique,2019,remote,Administration,Junior,28.88,251750,0.6,100700,0.1,10070,5,0.5153,0.6123,122.21,0.0527,0.2387,0.1622,0.2694,critical 8906,DRC,2023,remote,Infrastructure,Director,101.74,671754,0.6,268701,0.1,26870,3,0.4998,0.7104,301.61,0.0662,0.1808,0.2182,0.279,critical 8907,South Africa,2024,urban,Finance,Mid_Level,62.0,2997730,0.2446,2264341,0.3435,777878,16,0.6464,0.822,492.56,0.0697,0.5563,0.7131,0.565,moderate 8908,Ethiopia,2018,rural,Finance,Senior,108.65,1162017,0.5723,496990,0.1205,59876,3,0.5598,0.6951,160.19,0.0672,0.1916,0.2043,0.2884,critical 8909,Mozambique,2019,urban,Health,Mid_Level,28.88,293508,0.3531,189875,0.1545,29337,6,0.448,0.692,106.01,0.0496,0.1869,0.2362,0.3615,low 8910,Senegal,2023,remote,ICT,Junior,17.53,356972,0.4413,199441,0.1319,26315,8,0.5065,0.6766,221.47,0.0563,0.3101,0.4163,0.3668,low 8911,Rwanda,2020,rural,ICT,Junior,12.73,436617,0.1946,351636,0.212,74559,24,0.5547,0.8408,408.23,0.0864,0.5536,0.7542,0.5713,moderate 8912,Botswana,2023,rural,Administration,Junior,2.56,120428,0.2237,93492,0.288,26925,27,0.5857,0.8262,594.65,0.0827,0.5376,0.6185,0.5731,moderate 8913,Ghana,2019,urban,Security,Mid_Level,30.64,701093,0.2949,494312,0.2348,116075,15,0.5162,0.6834,315.36,0.0674,0.3427,0.4348,0.4527,low 8914,Ghana,2023,rural,Education,Junior,33.3,914070,0.3368,606166,0.2251,136457,15,0.5279,0.7383,202.95,0.0614,0.3246,0.4346,0.4462,low 8915,Ghana,2023,capital,Education,Executive,33.3,881740,0.2372,672602,0.2877,193510,14,0.614,0.7827,1130.79,0.0499,0.388,0.4266,0.4965,low 8916,Botswana,2021,urban,Infrastructure,Junior,2.49,96764,0.1584,81435,0.3394,27641,21,0.5827,0.9314,472.93,0.0948,0.4757,0.7435,0.6094,moderate 8917,Ghana,2025,rural,Health,Mid_Level,34.71,863967,0.4151,505361,0.1681,84962,15,0.6105,0.7911,285.0,0.0564,0.3063,0.4793,0.423,low 8918,Uganda,2024,urban,Security,Junior,49.0,391350,0.4231,225756,0.2151,48561,5,0.451,0.7596,288.94,0.0539,0.3405,0.382,0.3967,low 8919,Uganda,2023,urban,Health,Director,47.48,411979,0.3559,265357,0.1671,44337,8,0.5993,0.6772,687.32,0.0659,0.311,0.4128,0.3968,low 8920,Tanzania,2018,capital,Health,Junior,56.11,1041102,0.2186,813479,0.2597,211257,6,0.5583,0.7627,213.26,0.0578,0.3579,0.4332,0.4688,low 8921,South Africa,2018,capital,Education,Junior,59.11,3373221,0.1899,2732513,0.4055,1108074,20,0.6136,0.7791,381.23,0.0926,0.5408,0.6588,0.5907,moderate 8922,Uganda,2018,capital,Health,Junior,40.56,357294,0.2889,254070,0.222,56404,8,0.5706,0.7212,269.51,0.061,0.3708,0.4366,0.4422,low 8923,DRC,2025,remote,Education,Director,108.36,703862,0.6,281544,0.1,28154,3,0.4589,0.6322,314.11,0.0491,0.1859,0.2051,0.2664,critical 8924,Senegal,2020,urban,Infrastructure,Mid_Level,16.18,312736,0.245,236109,0.2512,59310,10,0.5794,0.691,285.47,0.0698,0.3749,0.4384,0.4615,low 8925,Mozambique,2022,remote,Administration,Junior,31.29,320437,0.6,128174,0.1,12817,4,0.516,0.635,100.14,0.065,0.2122,0.2067,0.2721,critical 8926,Ethiopia,2022,capital,Infrastructure,Mid_Level,119.93,1277521,0.5009,637603,0.1679,107033,3,0.5843,0.6855,128.18,0.0599,0.2194,0.2131,0.3203,critical 8927,Senegal,2021,urban,Health,Senior,16.62,316484,0.2509,237072,0.2374,56281,7,0.5663,0.7141,413.68,0.059,0.3833,0.4205,0.4516,low 8928,Ghana,2020,rural,Security,Mid_Level,31.29,859676,0.4217,497138,0.1852,92057,10,0.5011,0.7227,243.23,0.049,0.3115,0.3896,0.3944,low 8929,Ethiopia,2023,remote,Health,Junior,122.93,1442443,0.6,576977,0.1,57697,3,0.4993,0.6598,119.08,0.062,0.2323,0.2113,0.2758,critical 8930,Rwanda,2019,urban,Infrastructure,Mid_Level,12.43,401625,0.1655,335168,0.3282,109995,18,0.5539,0.7839,473.36,0.073,0.5172,0.5474,0.5597,moderate 8931,Tanzania,2022,remote,Education,Junior,63.15,1215206,0.5713,520984,0.1317,68610,10,0.521,0.7149,256.46,0.0629,0.2996,0.3718,0.3395,critical 8932,Tanzania,2020,urban,Health,Director,59.53,1214003,0.3393,802043,0.2374,190437,6,0.5721,0.7283,497.04,0.0641,0.3806,0.36,0.4228,low 8933,Senegal,2019,capital,Justice,Mid_Level,15.76,372692,0.2035,296847,0.265,78673,7,0.5401,0.7764,314.81,0.0709,0.3246,0.4067,0.4725,low 8934,Ghana,2022,capital,Education,Junior,32.62,830359,0.2863,592617,0.2663,157830,15,0.4777,0.7821,242.89,0.0484,0.395,0.3277,0.4721,low 8935,South Africa,2020,capital,ICT,Mid_Level,60.06,2827118,0.2461,2131382,0.4325,921792,20,0.5382,0.8641,534.81,0.0795,0.5469,0.6708,0.598,moderate 8936,Senegal,2023,rural,Finance,Junior,17.53,409647,0.2784,295608,0.1827,54016,10,0.5256,0.8017,204.24,0.0563,0.359,0.3682,0.4441,low 8937,Nigeria,2025,urban,Finance,Mid_Level,235.75,4785534,0.3002,3348846,0.2162,723910,12,0.5461,0.7274,317.41,0.0628,0.3702,0.3642,0.4415,low 8938,South Africa,2019,urban,Finance,Senior,59.58,2895781,0.2669,2122864,0.3419,725722,22,0.6659,0.794,907.64,0.0897,0.5157,0.5591,0.5503,moderate 8939,Uganda,2023,urban,ICT,Junior,47.48,340194,0.4485,187615,0.2089,39187,7,0.5766,0.7699,275.6,0.0568,0.3201,0.3407,0.3891,low 8940,Kenya,2024,remote,Agriculture,Mid_Level,55.0,1650971,0.3916,1004411,0.1881,188911,16,0.6025,0.89,377.55,0.0815,0.4565,0.6949,0.4878,low 8941,Kenya,2019,rural,Finance,Senior,49.57,1883997,0.2896,1338477,0.1931,258503,20,0.5992,0.7873,667.73,0.0959,0.5491,0.6001,0.5089,moderate 8942,Senegal,2021,capital,ICT,Director,16.62,323387,0.2026,257870,0.2333,60162,13,0.5461,0.8171,489.88,0.0499,0.3948,0.4682,0.499,low 8943,Senegal,2024,urban,ICT,Junior,18.0,389867,0.2257,301870,0.271,81809,12,0.5396,0.7648,308.53,0.05,0.3951,0.4749,0.493,low 8944,South Africa,2019,rural,Health,Junior,59.58,3113975,0.3604,1991743,0.2482,494401,17,0.5497,0.898,380.89,0.08,0.5208,0.5238,0.5036,moderate 8945,Botswana,2022,capital,Health,Junior,2.52,127915,0.1571,107817,0.4449,47966,29,0.5979,0.9212,599.14,0.0806,0.5411,0.6587,0.6526,high 8946,DRC,2019,remote,Education,Senior,89.7,460431,0.6,184172,0.1,18417,4,0.5134,0.6693,182.54,0.0572,0.2318,0.1629,0.2749,critical 8947,Uganda,2024,rural,Education,Junior,49.0,365847,0.5736,156003,0.1559,24325,6,0.4494,0.7322,301.86,0.0511,0.3012,0.4513,0.3457,critical 8948,Rwanda,2024,urban,Administration,Junior,14.0,422117,0.1932,340584,0.3194,108788,29,0.589,0.8219,391.75,0.0886,0.4826,0.6381,0.5894,moderate 8949,South Africa,2022,rural,Education,Director,61.02,3400354,0.3489,2213912,0.2499,553364,22,0.621,0.8082,1020.7,0.0773,0.5217,0.7478,0.5284,moderate 8950,Nigeria,2020,capital,Education,Senior,208.37,4212856,0.2514,3153850,0.2409,759711,9,0.6103,0.8132,358.29,0.0715,0.3198,0.4566,0.4695,low 8951,Uganda,2025,rural,Security,Mid_Level,50.57,456903,0.4341,258542,0.1313,33934,6,0.4457,0.823,209.73,0.057,0.3313,0.4663,0.3925,low 8952,Botswana,2025,urban,ICT,Junior,2.64,130928,0.2177,102421,0.3573,36598,18,0.5256,0.8453,560.91,0.0941,0.4755,0.6352,0.5678,moderate 8953,DRC,2019,rural,Health,Junior,89.7,575106,0.6,230042,0.1,23004,2,0.457,0.6179,129.64,0.0716,0.2099,0.1682,0.2605,critical 8954,Rwanda,2019,capital,Finance,Mid_Level,12.43,345083,0.153,292294,0.3461,101167,24,0.6854,0.8987,474.19,0.0752,0.5376,0.6085,0.6077,moderate 8955,South Africa,2020,urban,Infrastructure,Junior,60.06,2998304,0.2865,2139417,0.3941,843172,14,0.4877,0.8866,556.3,0.0767,0.5041,0.5659,0.5519,moderate 8956,Tanzania,2018,rural,Security,Junior,56.11,1120111,0.3597,717232,0.1478,106015,9,0.5125,0.8087,260.22,0.0629,0.3104,0.3405,0.4059,low 8957,Senegal,2021,rural,Education,Junior,16.62,370825,0.3125,254954,0.1659,42302,8,0.4888,0.7765,243.33,0.0481,0.3567,0.4089,0.4264,low 8958,Senegal,2024,rural,Agriculture,Mid_Level,18.0,424019,0.2768,306632,0.1711,52475,11,0.4776,0.6793,176.77,0.0598,0.3643,0.36,0.4254,low 8959,Ghana,2019,capital,Health,Junior,30.64,836147,0.2536,624109,0.2815,175699,11,0.6044,0.769,199.84,0.0694,0.3711,0.357,0.4726,low 8960,Uganda,2024,urban,ICT,Senior,49.0,366920,0.4496,201963,0.1779,35928,9,0.5083,0.7693,314.4,0.0632,0.3204,0.3351,0.3855,low 8961,Tanzania,2019,rural,Health,Senior,57.79,1164203,0.3645,739873,0.1728,127840,7,0.5071,0.8044,408.93,0.061,0.3046,0.4731,0.418,low 8962,Kenya,2018,urban,Justice,Mid_Level,48.55,1473180,0.223,1144645,0.3478,398139,21,0.623,0.8367,441.75,0.0726,0.533,0.5214,0.5647,moderate 8963,Tanzania,2022,capital,Security,Junior,63.15,982113,0.2944,692955,0.2333,161644,10,0.552,0.7941,320.46,0.052,0.3455,0.3948,0.4529,low 8964,Kenya,2020,urban,Health,Director,50.61,1609093,0.2202,1254831,0.2786,349573,15,0.6154,0.9075,915.69,0.0744,0.4923,0.7274,0.5602,moderate 8965,Kenya,2018,urban,Social_Services,Senior,48.55,1480309,0.2076,1172979,0.3277,384407,19,0.5926,0.8293,921.31,0.0779,0.4697,0.6408,0.563,moderate 8966,DRC,2024,rural,Security,Mid_Level,105.0,665696,0.6,266278,0.1,26627,2,0.5483,0.6611,149.18,0.0645,0.1818,0.2168,0.269,critical 8967,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1055535,0.4392,591973,0.1146,67832,8,0.5965,0.679,272.65,0.0564,0.3416,0.4704,0.3719,low 8968,South Africa,2021,remote,Social_Services,Junior,60.54,3627289,0.4309,2064228,0.2102,433953,19,0.6483,0.9199,429.14,0.0814,0.563,0.6552,0.5021,moderate 8969,Ghana,2022,capital,Finance,Junior,32.62,891005,0.286,636186,0.2577,163926,12,0.508,0.7933,264.59,0.0527,0.3387,0.4589,0.4717,low 8970,South Africa,2024,rural,Security,Junior,62.0,3104295,0.3946,1879327,0.2331,438162,16,0.6297,0.8139,545.08,0.0678,0.4608,0.7027,0.4881,low 8971,Rwanda,2024,capital,Education,Director,14.0,420256,0.1576,354037,0.3934,139262,18,0.5337,0.8866,897.78,0.0793,0.4372,0.714,0.6021,moderate 8972,Ghana,2025,capital,Agriculture,Junior,34.71,932412,0.2661,684308,0.3333,228078,10,0.4798,0.7517,260.81,0.0707,0.3477,0.4791,0.4872,low 8973,Ghana,2020,rural,Education,Junior,31.29,811368,0.3928,492693,0.1879,92601,9,0.5368,0.7317,228.1,0.0682,0.3505,0.4358,0.4097,low 8974,Botswana,2020,capital,Health,Junior,2.45,114310,0.1821,93496,0.3567,33347,17,0.5917,0.9196,574.64,0.0912,0.4476,0.754,0.5943,moderate 8975,Kenya,2020,urban,Administration,Junior,50.61,2019136,0.2326,1549439,0.2659,411966,20,0.6381,0.868,508.3,0.0865,0.4443,0.7122,0.5542,moderate 8976,Tanzania,2024,remote,Justice,Junior,67.0,1163844,0.5837,484565,0.1343,65075,9,0.5336,0.7228,269.27,0.0587,0.3859,0.3732,0.3445,critical 8977,Ethiopia,2025,remote,ICT,Senior,129.15,1589211,0.6,635684,0.1,63568,6,0.5254,0.6807,136.24,0.071,0.2403,0.1751,0.2836,critical 8978,Ghana,2019,urban,Justice,Mid_Level,30.64,753279,0.2974,529280,0.2964,156867,12,0.6073,0.7275,203.83,0.0549,0.2984,0.3433,0.4531,low 8979,Tanzania,2020,rural,Health,Junior,59.53,1095140,0.3323,731186,0.1474,107761,7,0.479,0.6807,314.97,0.0702,0.3512,0.4005,0.3985,low 8980,Mozambique,2018,urban,Justice,Senior,28.12,303577,0.4269,173978,0.143,24881,5,0.5322,0.6159,215.59,0.0566,0.2085,0.2217,0.3269,critical 8981,Ghana,2025,capital,Health,Mid_Level,34.71,817244,0.1946,658227,0.3031,199485,10,0.5789,0.8,263.47,0.0665,0.3439,0.3327,0.4898,low 8982,Tanzania,2021,rural,Health,Junior,61.31,1218948,0.4069,722949,0.1367,98822,9,0.4725,0.7404,253.38,0.0599,0.3063,0.4153,0.3882,low 8983,DRC,2021,rural,Justice,Junior,95.53,568365,0.6,227346,0.1,22734,3,0.522,0.6847,117.59,0.0527,0.1925,0.1606,0.2705,critical 8984,Ghana,2023,capital,Education,Junior,33.3,727560,0.278,525334,0.2725,143178,9,0.5671,0.7179,197.5,0.0621,0.3712,0.3453,0.4505,low 8985,Kenya,2019,urban,Health,Junior,49.57,1569446,0.1726,1298485,0.3013,391223,18,0.5618,0.9108,516.26,0.0896,0.5117,0.5511,0.5701,moderate 8986,Ghana,2025,urban,Finance,Director,34.71,849731,0.2401,645722,0.2556,165037,9,0.4876,0.7681,787.03,0.0635,0.3873,0.3749,0.4678,low 8987,South Africa,2022,capital,Education,Junior,61.02,3442723,0.2593,2549877,0.3866,985706,16,0.5019,0.7698,550.79,0.0741,0.5595,0.7085,0.5641,moderate 8988,Botswana,2023,capital,Education,Mid_Level,2.56,110980,0.1667,92481,0.4202,38864,21,0.5559,0.8763,498.11,0.0682,0.5347,0.6607,0.6169,moderate 8989,Kenya,2025,urban,Infrastructure,Mid_Level,56.15,2145573,0.2414,1627731,0.3056,497365,17,0.5647,0.789,606.05,0.0662,0.5329,0.7269,0.5529,moderate 8990,Ethiopia,2025,urban,Infrastructure,Executive,129.15,1510530,0.4172,880319,0.1399,123116,3,0.4776,0.6778,430.46,0.0641,0.1861,0.1935,0.3278,critical 8991,Senegal,2019,rural,Justice,Mid_Level,15.76,300996,0.3653,191045,0.1888,36070,13,0.6173,0.7809,280.79,0.0632,0.3707,0.3644,0.429,low 8992,Uganda,2023,remote,Education,Junior,47.48,369487,0.6,147794,0.1098,16229,8,0.4704,0.8125,198.63,0.0551,0.3621,0.4173,0.3473,critical 8993,Ethiopia,2019,urban,Social_Services,Mid_Level,111.37,1505921,0.467,802593,0.1476,118442,5,0.5316,0.6585,107.28,0.0583,0.1786,0.1797,0.3173,critical 8994,Senegal,2018,remote,Finance,Executive,15.34,334474,0.3388,221170,0.143,31624,11,0.5631,0.8188,1208.27,0.0645,0.3365,0.4559,0.4306,low 8995,DRC,2022,remote,Health,Senior,98.59,533292,0.6,213316,0.1,21331,4,0.5433,0.6405,174.18,0.0685,0.2162,0.1971,0.2724,critical 8996,Ghana,2019,urban,Finance,Director,30.64,743317,0.2194,580232,0.2412,139968,10,0.4814,0.7223,571.8,0.0623,0.3159,0.3301,0.4534,low 8997,Uganda,2025,rural,Education,Mid_Level,50.57,463930,0.4559,252439,0.1578,39844,8,0.5002,0.8081,287.41,0.0517,0.3124,0.3673,0.3847,low 8998,Kenya,2022,urban,Security,Senior,52.76,1642327,0.1859,1337091,0.2969,397007,14,0.6376,0.863,646.01,0.0758,0.454,0.774,0.565,moderate 8999,Ethiopia,2025,urban,Social_Services,Mid_Level,129.15,1760886,0.4175,1025797,0.1353,138779,5,0.5581,0.5957,133.26,0.0683,0.2175,0.2116,0.3242,critical 9000,Uganda,2023,rural,Justice,Mid_Level,47.48,369054,0.5002,184470,0.1359,25075,6,0.5599,0.6966,315.82,0.0562,0.3245,0.4745,0.3583,low 9001,Senegal,2019,rural,Education,Mid_Level,15.76,349725,0.3108,241040,0.1901,45825,10,0.521,0.7525,280.46,0.072,0.3924,0.4688,0.4438,low 9002,Senegal,2025,urban,Infrastructure,Mid_Level,18.49,455576,0.282,327120,0.2447,80061,13,0.6159,0.7583,319.56,0.064,0.3586,0.4798,0.4708,low 9003,Uganda,2020,capital,Infrastructure,Junior,43.2,376925,0.3984,226740,0.2225,50442,7,0.4987,0.8241,240.06,0.0658,0.337,0.4105,0.4219,low 9004,Uganda,2021,urban,ICT,Senior,44.58,338408,0.3244,228616,0.1885,43083,5,0.5267,0.6877,384.17,0.0675,0.3218,0.3446,0.3983,low 9005,Nigeria,2018,urban,Infrastructure,Junior,198.33,4197085,0.3375,2780378,0.214,595031,7,0.5551,0.738,244.37,0.0638,0.3865,0.3771,0.4237,low 9006,Rwanda,2023,rural,Education,Junior,13.67,459117,0.1922,370856,0.206,76396,20,0.64,0.9137,608.11,0.0756,0.5506,0.7644,0.572,moderate 9007,Uganda,2021,rural,Education,Mid_Level,44.58,315701,0.6,126280,0.1337,16887,5,0.5244,0.7064,271.96,0.0664,0.3322,0.3991,0.325,critical 9008,Ghana,2019,rural,Infrastructure,Junior,30.64,868255,0.4158,507201,0.1849,93759,13,0.6136,0.699,243.84,0.0637,0.3875,0.4679,0.4151,low 9009,Kenya,2019,remote,Education,Mid_Level,49.57,1597782,0.3554,1029935,0.1689,173986,12,0.4943,0.8253,400.04,0.0671,0.4695,0.6921,0.4733,low 9010,DRC,2024,rural,Education,Senior,105.0,630093,0.6,252037,0.1,25203,3,0.4783,0.7008,212.32,0.0483,0.2087,0.213,0.2798,critical 9011,DRC,2022,urban,Justice,Junior,98.59,664542,0.5645,289437,0.129,37339,5,0.534,0.5853,89.83,0.0677,0.2197,0.1991,0.2833,critical 9012,Kenya,2022,urban,Health,Mid_Level,52.76,1863466,0.1806,1526889,0.2914,444905,15,0.4966,0.8132,643.12,0.0643,0.448,0.7324,0.5552,moderate 9013,Botswana,2021,capital,Justice,Director,2.49,98627,0.1465,84175,0.4573,38495,23,0.5301,0.8845,1419.15,0.0691,0.4703,0.7381,0.6387,moderate 9014,Rwanda,2019,urban,Social_Services,Junior,12.43,401771,0.1741,331826,0.3545,117639,24,0.6262,0.8582,576.1,0.0878,0.5159,0.5589,0.5913,moderate 9015,Kenya,2025,remote,Education,Mid_Level,56.15,1854216,0.3156,1268956,0.1496,189866,15,0.5045,0.8003,606.75,0.0952,0.4983,0.7626,0.4921,low 9016,Mozambique,2024,urban,Security,Senior,33.0,296620,0.4664,158283,0.1467,23219,6,0.4794,0.6914,132.21,0.0562,0.18,0.2173,0.3285,critical 9017,Ghana,2021,urban,Education,Junior,31.94,732171,0.3008,511916,0.3071,157193,15,0.5005,0.7313,176.98,0.0561,0.3274,0.4271,0.4742,low 9018,DRC,2023,rural,Finance,Mid_Level,101.74,620678,0.6,248271,0.1,24827,4,0.4764,0.6572,110.28,0.0627,0.2178,0.2276,0.2781,critical 9019,Botswana,2019,remote,Justice,Mid_Level,2.41,105417,0.3214,71535,0.1742,12458,16,0.5311,0.9331,431.89,0.0934,0.5428,0.7212,0.5196,moderate 9020,DRC,2023,urban,Education,Junior,101.74,654474,0.6,261789,0.1323,34629,3,0.4655,0.6553,111.29,0.0526,0.2135,0.2325,0.2835,critical 9021,Ethiopia,2018,urban,Health,Junior,108.65,1383271,0.4412,772929,0.1409,108895,6,0.5123,0.6117,100.46,0.0512,0.221,0.222,0.326,critical 9022,Botswana,2023,rural,Justice,Junior,2.56,110606,0.2396,84106,0.2354,19798,27,0.6865,0.9333,525.43,0.0942,0.4522,0.6953,0.5712,moderate 9023,Ethiopia,2022,urban,Agriculture,Mid_Level,119.93,1593068,0.4902,812136,0.168,136453,5,0.5392,0.6048,89.88,0.0677,0.194,0.2029,0.3124,critical 9024,DRC,2019,urban,Health,Mid_Level,89.7,563213,0.6,225285,0.1326,29878,4,0.4985,0.6548,133.22,0.0527,0.219,0.2019,0.2835,critical 9025,Rwanda,2021,rural,Administration,Mid_Level,13.04,333095,0.2406,252953,0.2097,53054,23,0.6753,0.7695,523.75,0.0733,0.5617,0.5874,0.5301,moderate 9026,Nigeria,2024,urban,Security,Junior,230.0,4064816,0.3503,2640786,0.2052,541776,11,0.5064,0.6964,210.11,0.0553,0.3046,0.4025,0.4164,low 9027,South Africa,2025,rural,Justice,Junior,62.5,3199125,0.2756,2317535,0.2325,538768,23,0.6558,0.8949,556.42,0.0943,0.4711,0.5608,0.5342,moderate 9028,Ghana,2023,urban,Health,Mid_Level,33.3,720579,0.2662,528745,0.2338,123630,15,0.6144,0.8183,278.92,0.0529,0.3574,0.3677,0.4747,low 9029,Botswana,2023,remote,Administration,Junior,2.56,118737,0.3567,76383,0.1837,14030,25,0.609,0.7742,591.03,0.0845,0.5439,0.6417,0.5039,moderate 9030,Ghana,2024,urban,Security,Director,34.0,958106,0.2219,745456,0.2305,171801,16,0.5505,0.7034,613.82,0.0576,0.3807,0.3442,0.4701,low 9031,Senegal,2023,capital,Justice,Executive,17.53,429778,0.2142,337704,0.2598,87743,12,0.5025,0.6925,1145.26,0.0607,0.3604,0.4186,0.4732,low 9032,Nigeria,2023,remote,Health,Mid_Level,224.39,4670023,0.6,1868009,0.1342,250619,11,0.514,0.8013,215.38,0.0694,0.3595,0.3558,0.3528,low 9033,Senegal,2019,urban,Finance,Junior,15.76,310435,0.1949,249923,0.2396,59870,9,0.4736,0.7148,257.37,0.0631,0.3389,0.4565,0.4704,low 9034,South Africa,2018,urban,Social_Services,Mid_Level,59.11,3194419,0.2176,2499364,0.3835,958383,15,0.6386,0.9163,416.07,0.0683,0.4758,0.7788,0.5919,moderate 9035,Senegal,2019,rural,Infrastructure,Junior,15.76,382040,0.334,254446,0.197,50132,7,0.5163,0.7016,188.64,0.0689,0.3,0.4154,0.41,low 9036,Rwanda,2023,urban,Justice,Mid_Level,13.67,422749,0.1478,360281,0.2972,107073,31,0.5868,0.886,640.34,0.0939,0.5496,0.7537,0.6281,moderate 9037,Mozambique,2019,urban,ICT,Junior,28.88,269870,0.4987,135289,0.1248,16883,4,0.4512,0.6203,154.88,0.0643,0.1837,0.1988,0.2978,critical 9038,Ghana,2018,urban,Health,Mid_Level,30.01,670107,0.2629,493951,0.2778,137235,13,0.5628,0.6934,255.85,0.0485,0.3112,0.3923,0.4606,low 9039,Ethiopia,2021,remote,Security,Junior,117.0,1279398,0.6,511759,0.1,51175,5,0.4665,0.6961,115.58,0.0622,0.2336,0.1877,0.284,critical 9040,Botswana,2022,capital,Finance,Mid_Level,2.52,109462,0.1374,94426,0.3769,35590,23,0.5064,0.8727,611.07,0.0735,0.512,0.6608,0.6156,moderate 9041,Uganda,2022,rural,Infrastructure,Mid_Level,46.01,377403,0.5464,171175,0.1283,21955,9,0.4902,0.6914,282.52,0.051,0.321,0.459,0.3497,critical 9042,Senegal,2021,rural,Education,Mid_Level,16.62,402712,0.3259,271477,0.1853,50298,8,0.4891,0.769,181.34,0.0607,0.3786,0.4677,0.4348,low 9043,Ghana,2023,remote,Administration,Junior,33.3,886065,0.4264,508239,0.1292,65677,10,0.5607,0.738,255.86,0.0569,0.3322,0.3372,0.3783,low 9044,South Africa,2019,urban,Health,Mid_Level,59.58,3222665,0.2354,2464187,0.3692,909702,16,0.4931,0.8967,542.78,0.0681,0.48,0.5695,0.5629,moderate 9045,DRC,2021,capital,ICT,Junior,95.53,498037,0.5411,228536,0.1434,32778,4,0.451,0.7101,116.29,0.0681,0.2025,0.1675,0.3041,critical 9046,Rwanda,2020,remote,Health,Mid_Level,12.73,412601,0.2415,312957,0.172,53814,30,0.5877,0.8526,614.88,0.0815,0.4934,0.6164,0.5465,moderate 9047,Nigeria,2023,remote,Education,Junior,224.39,4144457,0.5201,1988730,0.1122,223138,8,0.6075,0.8134,287.0,0.0593,0.3944,0.3817,0.3676,low 9048,Nigeria,2019,rural,Health,Mid_Level,203.29,3598102,0.4632,1931519,0.1811,349710,9,0.4793,0.7422,247.33,0.0621,0.3224,0.3817,0.3837,low 9049,South Africa,2021,capital,Infrastructure,Junior,60.54,3649141,0.244,2758751,0.3846,1061128,21,0.5201,0.8015,429.89,0.0787,0.5583,0.6681,0.5805,moderate 9050,South Africa,2023,urban,Infrastructure,Junior,61.51,3232817,0.2194,2523470,0.3715,937563,15,0.5248,0.926,630.87,0.0841,0.5212,0.7667,0.5932,moderate 9051,Ghana,2025,capital,Health,Senior,34.71,783346,0.2453,591211,0.3318,196180,9,0.4713,0.7209,299.0,0.0492,0.319,0.3942,0.4736,low 9052,DRC,2025,capital,Administration,Mid_Level,108.36,747295,0.5139,363288,0.1323,48067,3,0.4992,0.6164,105.8,0.0593,0.2087,0.2111,0.2966,critical 9053,Botswana,2021,urban,Education,Senior,2.49,100244,0.2059,79600,0.355,28261,21,0.6321,0.8104,849.67,0.0759,0.5048,0.7591,0.5877,moderate 9054,Ethiopia,2025,rural,Education,Junior,129.15,1394817,0.6,557926,0.11,61346,5,0.5617,0.6916,92.77,0.064,0.2061,0.1982,0.2842,critical 9055,Nigeria,2023,remote,ICT,Junior,224.39,4839669,0.4553,2636302,0.1311,345634,10,0.5824,0.7613,262.24,0.0665,0.2983,0.4396,0.3819,low 9056,Uganda,2022,capital,Education,Junior,46.01,409233,0.4118,240718,0.2352,56622,8,0.5933,0.8203,293.24,0.0612,0.3778,0.3826,0.4249,low 9057,Kenya,2022,rural,Health,Junior,52.76,2048035,0.253,1529817,0.2016,308426,12,0.5341,0.8592,465.56,0.0833,0.5212,0.5746,0.5056,moderate 9058,Ghana,2019,rural,Security,Senior,30.64,684165,0.3276,460030,0.2177,100168,10,0.4708,0.7024,386.78,0.0534,0.3865,0.4033,0.4319,low 9059,Botswana,2021,urban,Education,Director,2.49,117154,0.2175,91675,0.4213,38620,25,0.6202,0.9276,1512.24,0.0793,0.4917,0.6942,0.6212,moderate 9060,South Africa,2023,capital,Education,Senior,61.51,3673853,0.2448,2774554,0.3855,1069679,15,0.6021,0.8576,890.44,0.0711,0.5079,0.5785,0.56,moderate 9061,South Africa,2019,urban,Infrastructure,Director,59.58,3546958,0.2805,2552070,0.324,826945,23,0.5119,0.855,1264.61,0.0869,0.4494,0.7487,0.5664,moderate 9062,Ethiopia,2019,capital,Finance,Mid_Level,111.37,1327356,0.3521,859965,0.1677,144187,4,0.5931,0.6704,104.76,0.0669,0.1865,0.2073,0.3538,low 9063,South Africa,2018,capital,ICT,Junior,59.11,2803612,0.2124,2208147,0.4091,903320,21,0.5036,0.8733,632.19,0.0796,0.4205,0.552,0.5799,moderate 9064,Uganda,2023,rural,Education,Mid_Level,47.48,384233,0.451,210928,0.1522,32109,6,0.4686,0.7115,181.57,0.0702,0.3762,0.394,0.374,low 9065,South Africa,2023,remote,Infrastructure,Mid_Level,61.51,2796494,0.4106,1648248,0.1983,326843,17,0.6355,0.869,512.53,0.0712,0.4872,0.5814,0.4766,low 9066,Mozambique,2024,rural,Administration,Mid_Level,33.0,346174,0.5131,168546,0.1,16854,6,0.5728,0.6769,153.63,0.0516,0.1881,0.1919,0.3013,critical 9067,Mozambique,2020,capital,Security,Mid_Level,29.66,267809,0.4004,160588,0.1732,27812,5,0.5508,0.6657,103.03,0.0618,0.2162,0.2346,0.3506,low 9068,South Africa,2024,urban,Administration,Junior,62.0,3267506,0.29,2319966,0.3559,825624,21,0.6221,0.9342,434.67,0.0918,0.4671,0.6429,0.5701,moderate 9069,Rwanda,2023,urban,Security,Senior,13.67,429799,0.1749,354612,0.3037,107681,30,0.5664,0.7944,577.48,0.0782,0.5409,0.6691,0.5973,moderate 9070,DRC,2022,urban,Social_Services,Junior,98.59,601995,0.4469,332962,0.1248,41556,4,0.4549,0.6885,99.27,0.0697,0.2103,0.1881,0.3226,critical 9071,Tanzania,2023,capital,Security,Mid_Level,65.05,1149213,0.2267,888713,0.2544,226085,9,0.4562,0.7305,314.95,0.057,0.3358,0.3469,0.4573,low 9072,DRC,2021,capital,Justice,Mid_Level,95.53,532199,0.4082,314931,0.1331,41922,2,0.5814,0.6118,94.99,0.051,0.2261,0.2375,0.3243,critical 9073,Rwanda,2023,rural,Education,Junior,13.67,427569,0.1997,342188,0.2277,77919,30,0.6001,0.7696,507.41,0.0737,0.4597,0.747,0.5681,moderate 9074,Ghana,2021,remote,Health,Mid_Level,31.94,877168,0.4736,461732,0.1286,59383,8,0.5819,0.8141,309.74,0.0619,0.3289,0.3617,0.3749,low 9075,Rwanda,2024,rural,Security,Executive,14.0,477687,0.1746,394272,0.2392,94300,29,0.6828,0.8025,2205.67,0.0768,0.5594,0.5694,0.5719,moderate 9076,Botswana,2021,urban,Agriculture,Senior,2.49,114533,0.1973,91932,0.407,37419,17,0.6166,0.8491,835.39,0.0839,0.4679,0.6014,0.5792,moderate 9077,Ghana,2019,capital,Education,Junior,30.64,792041,0.2254,613528,0.3145,192968,16,0.5755,0.7349,218.52,0.0543,0.3212,0.3919,0.4938,low 9078,Kenya,2019,capital,Health,Junior,49.57,1490726,0.1602,1251931,0.3323,415963,13,0.536,0.8872,423.96,0.0642,0.4167,0.7148,0.5717,moderate 9079,South Africa,2023,remote,Finance,Mid_Level,61.51,3428203,0.3705,2158094,0.1718,370831,22,0.514,0.7745,645.28,0.0828,0.4578,0.682,0.4855,low 9080,Nigeria,2024,urban,Social_Services,Mid_Level,230.0,4276134,0.3223,2897768,0.246,712829,12,0.4696,0.7463,232.19,0.0676,0.3796,0.4686,0.4577,low 9081,Senegal,2023,remote,ICT,Mid_Level,17.53,331852,0.3676,209853,0.125,26227,12,0.5816,0.7114,201.25,0.0557,0.3172,0.4766,0.4054,low 9082,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,4012384,0.3346,2669971,0.2579,688583,10,0.5361,0.8125,290.0,0.0508,0.3023,0.4413,0.4521,low 9083,Nigeria,2021,rural,Social_Services,Mid_Level,213.58,4391478,0.5315,2057444,0.1727,355393,12,0.6154,0.7444,188.0,0.0579,0.3732,0.3733,0.3766,low 9084,Mozambique,2021,rural,Health,Mid_Level,30.47,292033,0.6,116813,0.1,11681,6,0.5354,0.6935,111.88,0.0515,0.1937,0.203,0.2837,critical 9085,DRC,2021,capital,Infrastructure,Junior,95.53,589316,0.5095,289083,0.113,32659,3,0.4391,0.6868,92.44,0.0596,0.2186,0.2024,0.3035,critical 9086,DRC,2025,rural,Health,Mid_Level,108.36,618401,0.6,247360,0.1,24736,4,0.5744,0.6606,98.3,0.0492,0.1932,0.2139,0.2748,critical 9087,Nigeria,2024,remote,Administration,Director,230.0,4775038,0.4757,2503626,0.1127,282229,10,0.4745,0.7709,696.9,0.0512,0.3772,0.39,0.3766,low 9088,Ethiopia,2018,urban,ICT,Senior,108.65,1423436,0.5318,666416,0.1534,102253,5,0.5828,0.593,166.33,0.0493,0.1993,0.1772,0.2945,critical 9089,DRC,2022,rural,Infrastructure,Senior,98.59,543240,0.6,217296,0.1,21729,2,0.5609,0.6998,170.12,0.0569,0.21,0.1795,0.2739,critical 9090,Botswana,2023,urban,Health,Senior,2.56,108708,0.1696,90268,0.3998,36085,22,0.6649,0.8059,794.71,0.0651,0.5609,0.5227,0.5918,moderate 9091,Rwanda,2020,capital,Education,Director,12.73,367222,0.1417,315195,0.3947,124416,17,0.6384,0.9318,1207.97,0.0701,0.518,0.7211,0.6194,moderate 9092,Tanzania,2021,rural,Education,Junior,61.31,1149918,0.4003,689566,0.1351,93190,7,0.5413,0.773,276.45,0.0578,0.3754,0.43,0.3977,low 9093,South Africa,2019,urban,Education,Mid_Level,59.58,3270688,0.3002,2288811,0.3145,719764,19,0.5074,0.8178,555.93,0.0699,0.5387,0.6346,0.5411,moderate 9094,Mozambique,2020,rural,Social_Services,Junior,29.66,339992,0.6,135996,0.1,13599,4,0.4715,0.6031,86.98,0.0567,0.1882,0.2032,0.2646,critical 9095,Uganda,2023,urban,Education,Mid_Level,47.48,433392,0.4408,242359,0.1895,45937,6,0.5091,0.6899,263.23,0.054,0.3136,0.4426,0.3813,low 9096,DRC,2021,rural,Education,Mid_Level,95.53,496352,0.6,198540,0.1,19854,4,0.5876,0.6399,87.55,0.0622,0.2238,0.1748,0.2708,critical 9097,Ethiopia,2019,rural,Finance,Junior,111.37,1475094,0.5457,670127,0.1,67012,4,0.5579,0.6713,87.16,0.0519,0.1875,0.1842,0.2864,critical 9098,Nigeria,2019,rural,Social_Services,Senior,203.29,4036658,0.3839,2486858,0.1453,361220,9,0.535,0.6968,267.52,0.0505,0.3749,0.3511,0.39,low 9099,Kenya,2024,remote,Education,Mid_Level,55.0,1803017,0.3677,1140112,0.1535,174975,16,0.6253,0.8717,372.89,0.0665,0.5614,0.6151,0.4849,low 9100,DRC,2019,rural,Education,Mid_Level,89.7,538669,0.6,215467,0.1,21546,3,0.5429,0.6472,144.26,0.0585,0.1962,0.2338,0.2726,critical 9101,Rwanda,2022,rural,Security,Mid_Level,13.35,352430,0.2072,279419,0.2668,74543,25,0.5312,0.815,379.11,0.0772,0.4384,0.7355,0.567,moderate 9102,South Africa,2021,rural,Security,Mid_Level,60.54,2824466,0.301,1974384,0.251,495590,18,0.6236,0.867,451.06,0.0791,0.4706,0.6604,0.5257,moderate 9103,Nigeria,2018,urban,Education,Senior,198.33,3780800,0.3708,2378873,0.202,480486,12,0.541,0.7351,392.45,0.0573,0.328,0.3289,0.4137,low 9104,Tanzania,2021,urban,Justice,Junior,61.31,952701,0.2926,673971,0.2241,151014,8,0.5946,0.7251,233.39,0.0566,0.3272,0.4332,0.4377,low 9105,Ethiopia,2025,remote,Finance,Junior,129.15,1699522,0.6,679808,0.1,67980,6,0.4761,0.6663,125.43,0.07,0.1907,0.197,0.2787,critical 9106,Ethiopia,2018,capital,Health,Executive,108.65,1269544,0.375,793472,0.17,134904,5,0.466,0.6671,471.39,0.0653,0.2029,0.185,0.3501,low 9107,Senegal,2023,remote,Education,Mid_Level,17.53,410195,0.3564,264019,0.1541,40679,9,0.4743,0.8206,263.12,0.0642,0.3602,0.4783,0.4289,low 9108,Nigeria,2023,rural,Infrastructure,Junior,224.39,3864442,0.5114,1888016,0.1556,293782,8,0.4708,0.7341,316.52,0.051,0.3633,0.3543,0.3629,low 9109,Nigeria,2019,rural,Administration,Mid_Level,203.29,4570765,0.5398,2103440,0.1888,397086,8,0.4626,0.7785,268.17,0.05,0.3651,0.3484,0.3704,low 9110,Senegal,2022,urban,Administration,Junior,17.07,367770,0.199,294584,0.2639,77753,13,0.6224,0.7052,269.94,0.0661,0.3396,0.3892,0.4774,low 9111,Kenya,2020,urban,Health,Senior,50.61,2007401,0.2301,1545465,0.3406,526451,22,0.5501,0.8424,684.42,0.0812,0.5458,0.6453,0.5781,moderate 9112,Mozambique,2022,remote,Infrastructure,Junior,31.29,342649,0.6,137059,0.1,13705,6,0.4973,0.7038,133.87,0.0522,0.1835,0.1746,0.2814,critical 9113,Botswana,2022,capital,Finance,Junior,2.52,97278,0.1615,81571,0.3714,30291,21,0.5917,0.8353,454.12,0.0759,0.4337,0.6745,0.5911,moderate 9114,Ethiopia,2019,urban,Security,Mid_Level,111.37,1525314,0.5166,737371,0.1393,102682,3,0.4411,0.5858,139.22,0.0605,0.2088,0.208,0.2927,critical 9115,DRC,2019,urban,ICT,Junior,89.7,471866,0.6,188746,0.1306,24655,2,0.5463,0.6394,99.37,0.0493,0.1989,0.2216,0.2756,critical 9116,Ethiopia,2024,rural,Education,Junior,126.0,1348707,0.5141,655317,0.1009,66140,4,0.5003,0.6266,111.02,0.0577,0.2371,0.1981,0.2942,critical 9117,Rwanda,2020,capital,ICT,Junior,12.73,342095,0.1655,285481,0.3445,98345,21,0.5471,0.8107,438.97,0.0735,0.4904,0.5938,0.5773,moderate 9118,Nigeria,2020,urban,Education,Mid_Level,208.37,4713997,0.3944,2854917,0.2342,668578,8,0.5406,0.7419,279.8,0.0578,0.3632,0.4286,0.4204,low 9119,Ethiopia,2024,rural,Social_Services,Mid_Level,126.0,1662841,0.6,665136,0.1214,80747,6,0.4573,0.6622,90.54,0.0609,0.1839,0.2122,0.2843,critical 9120,Uganda,2020,capital,Justice,Junior,43.2,337402,0.3446,221131,0.2039,45090,6,0.5929,0.7707,217.5,0.0669,0.3015,0.3772,0.4133,low 9121,Nigeria,2020,urban,Infrastructure,Junior,208.37,4570643,0.353,2957135,0.261,771696,10,0.4994,0.6969,241.42,0.052,0.3986,0.4634,0.4427,low 9122,Senegal,2018,remote,Security,Junior,15.34,348367,0.3601,222904,0.1181,26326,9,0.5135,0.7987,204.13,0.0699,0.3027,0.3597,0.398,low 9123,DRC,2025,rural,Social_Services,Senior,108.36,583419,0.6,233367,0.1,23336,4,0.5922,0.71,162.46,0.0681,0.1882,0.1915,0.2795,critical 9124,Tanzania,2024,rural,Infrastructure,Junior,67.0,1185666,0.3211,804998,0.1525,122748,7,0.5657,0.8101,316.25,0.061,0.3731,0.3713,0.4213,low 9125,Rwanda,2021,urban,Health,Junior,13.04,379969,0.1647,317381,0.2867,90982,22,0.6061,0.8329,646.3,0.0689,0.4734,0.6112,0.5689,moderate 9126,DRC,2020,remote,Health,Mid_Level,92.57,522410,0.6,208964,0.1,20896,3,0.5512,0.5991,88.38,0.064,0.1786,0.1843,0.2587,critical 9127,Uganda,2018,remote,Health,Junior,40.56,325272,0.6,130108,0.1,13010,8,0.5711,0.8226,202.41,0.065,0.3966,0.428,0.3509,low 9128,Mozambique,2018,urban,Infrastructure,Junior,28.12,301610,0.4153,176342,0.1577,27804,6,0.5467,0.695,116.92,0.0594,0.2089,0.2278,0.3485,critical 9129,Uganda,2020,remote,Education,Mid_Level,43.2,328849,0.6,131539,0.1203,15828,7,0.5299,0.7536,237.85,0.0653,0.378,0.4203,0.3405,critical 9130,Uganda,2018,urban,Infrastructure,Junior,40.56,334716,0.3446,219379,0.2159,47354,9,0.5,0.7589,279.07,0.058,0.3354,0.4513,0.4328,low 9131,Ghana,2022,capital,Administration,Mid_Level,32.62,922411,0.2149,724191,0.2866,207523,11,0.4797,0.7037,303.97,0.0531,0.3081,0.4526,0.477,low 9132,Botswana,2025,rural,Security,Mid_Level,2.64,111951,0.2354,85595,0.2413,20655,28,0.6467,0.8524,414.86,0.0707,0.4946,0.6487,0.5637,moderate 9133,Botswana,2025,remote,Agriculture,Senior,2.64,121276,0.2808,87222,0.1869,16301,25,0.5165,0.8827,832.33,0.0677,0.5351,0.5336,0.5283,moderate 9134,Senegal,2019,capital,Health,Mid_Level,15.76,376277,0.2196,293631,0.2583,75836,13,0.5308,0.762,313.13,0.0678,0.3312,0.3947,0.479,low 9135,Ethiopia,2021,rural,Health,Senior,117.0,1467842,0.6,587136,0.1,58713,4,0.5046,0.5941,207.21,0.0573,0.2271,0.1794,0.2648,critical 9136,Kenya,2025,urban,Health,Mid_Level,56.15,2049760,0.1714,1698470,0.2658,451486,17,0.5759,0.8353,499.37,0.0925,0.4337,0.7598,0.5608,moderate 9137,Ghana,2019,rural,Infrastructure,Mid_Level,30.64,729953,0.4267,418514,0.1735,72605,13,0.5579,0.6771,199.28,0.0706,0.3474,0.3685,0.3924,low 9138,Botswana,2021,capital,Administration,Junior,2.49,119535,0.1387,102956,0.4396,45258,20,0.5887,0.9096,514.48,0.0878,0.4209,0.6604,0.6198,moderate 9139,Senegal,2021,urban,Health,Junior,16.62,361750,0.2272,279546,0.2111,58999,12,0.6193,0.6863,296.3,0.0517,0.3231,0.3378,0.445,low 9140,Uganda,2022,urban,Social_Services,Mid_Level,46.01,337376,0.4492,185810,0.2131,39589,6,0.5023,0.7842,280.43,0.0687,0.3664,0.3565,0.3959,low 9141,Tanzania,2021,urban,Education,Junior,61.31,1105500,0.2953,779087,0.2215,172575,11,0.4694,0.7969,233.78,0.0503,0.384,0.407,0.4577,low 9142,Ethiopia,2020,urban,Education,Director,114.15,1233997,0.3794,765820,0.1737,132995,6,0.5352,0.6824,288.21,0.049,0.1931,0.2298,0.3582,low 9143,Kenya,2023,urban,ICT,Mid_Level,53.87,1753061,0.1754,1445578,0.2911,420858,18,0.6229,0.9234,509.57,0.0725,0.5456,0.7475,0.5918,moderate 9144,Senegal,2023,remote,Education,Mid_Level,17.53,378620,0.4444,210350,0.1209,25432,13,0.6164,0.7708,204.24,0.0646,0.3597,0.3218,0.3854,low 9145,Rwanda,2020,capital,Infrastructure,Junior,12.73,362343,0.1256,316822,0.4015,127201,20,0.5545,0.7814,646.07,0.0812,0.4564,0.7115,0.603,moderate 9146,Mozambique,2018,rural,Finance,Junior,28.12,273531,0.4762,143265,0.1145,16410,6,0.5268,0.6307,104.1,0.0603,0.2391,0.203,0.3134,critical 9147,Mozambique,2024,capital,Education,Junior,33.0,281611,0.3472,183833,0.1401,25749,5,0.4431,0.601,92.57,0.0623,0.2001,0.2036,0.3412,critical 9148,Senegal,2020,rural,Infrastructure,Senior,16.18,390694,0.3164,267080,0.196,52345,8,0.5244,0.7115,482.59,0.0579,0.359,0.4513,0.4277,low 9149,Ghana,2021,urban,Infrastructure,Senior,31.94,773700,0.2338,592833,0.2431,144125,12,0.5831,0.7372,382.01,0.0597,0.3872,0.3381,0.4655,low 9150,Senegal,2024,capital,Education,Mid_Level,18.0,394973,0.1774,324919,0.2373,77100,13,0.5279,0.777,184.4,0.0707,0.3741,0.4126,0.4927,low 9151,Botswana,2023,capital,Administration,Executive,2.56,105479,0.1768,86827,0.4256,36955,20,0.6561,0.8001,1780.46,0.0822,0.4449,0.5559,0.5823,moderate 9152,Mozambique,2022,rural,Finance,Director,31.29,330919,0.6,132367,0.1,13236,5,0.4494,0.676,371.63,0.0634,0.1959,0.1858,0.2771,critical 9153,Nigeria,2018,rural,Infrastructure,Junior,198.33,4266937,0.5361,1979523,0.1609,318552,7,0.5434,0.7742,264.14,0.0581,0.3737,0.3694,0.3642,low 9154,Tanzania,2020,remote,Security,Junior,59.53,1028990,0.5536,459373,0.1315,60408,7,0.5769,0.7216,242.68,0.0581,0.3463,0.3528,0.3401,critical 9155,Ghana,2018,capital,Security,Junior,30.01,675545,0.2695,493482,0.2764,136400,12,0.486,0.7151,221.5,0.0618,0.329,0.3955,0.4614,low 9156,Uganda,2021,rural,Administration,Executive,44.58,365053,0.5716,156394,0.1219,19067,5,0.5207,0.811,819.59,0.0563,0.364,0.4353,0.3517,low 9157,Rwanda,2020,capital,Health,Junior,12.73,370014,0.1289,322328,0.3597,115934,20,0.5416,0.8494,612.47,0.0947,0.5472,0.536,0.5934,moderate 9158,Kenya,2020,urban,Health,Junior,50.61,1684895,0.1857,1371942,0.3333,457271,16,0.6167,0.7669,521.22,0.0831,0.5521,0.734,0.5705,moderate 9159,Mozambique,2025,rural,Administration,Senior,33.89,288566,0.4713,152561,0.103,15711,7,0.4559,0.6781,180.51,0.0593,0.2374,0.1722,0.3181,critical 9160,Tanzania,2024,urban,Health,Mid_Level,67.0,1168962,0.2698,853569,0.2458,209779,7,0.4773,0.8053,194.93,0.06,0.3548,0.344,0.4522,low 9161,Senegal,2023,remote,Education,Mid_Level,17.53,419689,0.3541,271084,0.1288,34916,10,0.4851,0.7749,284.89,0.0597,0.3447,0.3732,0.4067,low 9162,Mozambique,2020,rural,Security,Mid_Level,29.66,306273,0.5926,124767,0.1157,14430,5,0.4811,0.6068,114.58,0.0583,0.1859,0.2218,0.275,critical 9163,Botswana,2019,capital,Finance,Mid_Level,2.41,97405,0.1521,82586,0.4252,35118,21,0.662,0.9252,368.35,0.0682,0.4535,0.636,0.6185,moderate 9164,South Africa,2019,capital,Security,Junior,59.58,3299613,0.2617,2435961,0.3228,786236,23,0.5342,0.9138,498.64,0.0889,0.459,0.6407,0.5698,moderate 9165,Ethiopia,2024,urban,Education,Junior,126.0,1434033,0.5279,676984,0.1763,119359,3,0.46,0.6687,122.18,0.0708,0.1942,0.1676,0.3061,critical 9166,Rwanda,2018,urban,Education,Junior,12.14,380757,0.1677,316916,0.3074,97426,24,0.5657,0.8443,359.72,0.0795,0.4491,0.6087,0.5774,moderate 9167,Mozambique,2023,rural,Security,Director,32.13,362570,0.5587,159984,0.1133,18123,6,0.5227,0.6273,213.03,0.0615,0.2297,0.1958,0.2903,critical 9168,Mozambique,2024,rural,Administration,Junior,33.0,352905,0.5185,169929,0.1113,18916,5,0.4857,0.6312,115.93,0.0519,0.2316,0.1611,0.2947,critical 9169,Tanzania,2018,capital,Justice,Junior,56.11,920956,0.2174,720776,0.2015,145229,8,0.5351,0.7001,191.77,0.0682,0.3016,0.3407,0.4353,low 9170,Kenya,2019,capital,Security,Mid_Level,49.57,1698880,0.2148,1333920,0.3756,501018,20,0.5059,0.8288,412.72,0.0804,0.4535,0.5899,0.5689,moderate 9171,Nigeria,2019,urban,Infrastructure,Mid_Level,203.29,3690786,0.3916,2245387,0.2516,564897,8,0.56,0.8231,234.55,0.0591,0.2994,0.4618,0.4346,low 9172,Botswana,2022,rural,Education,Junior,2.52,123134,0.2194,96116,0.3058,29391,22,0.524,0.9329,356.86,0.0731,0.5513,0.6579,0.5875,moderate 9173,Uganda,2025,remote,ICT,Mid_Level,50.57,392982,0.6,157192,0.1,15719,8,0.6049,0.7582,263.94,0.059,0.3595,0.3359,0.3283,critical 9174,Botswana,2018,capital,Health,Junior,2.38,113389,0.1929,91511,0.3693,33791,16,0.6429,0.7928,584.09,0.0935,0.5257,0.5433,0.5599,moderate 9175,Rwanda,2024,urban,Education,Mid_Level,14.0,466795,0.173,386019,0.35,135098,30,0.5712,0.89,567.93,0.0894,0.468,0.7404,0.6236,moderate 9176,Uganda,2019,rural,Health,Junior,41.86,366152,0.5184,176351,0.1462,25788,8,0.5481,0.7454,288.89,0.0551,0.372,0.3719,0.3632,low 9177,Ghana,2019,capital,Education,Junior,30.64,829476,0.2268,641390,0.3187,204394,9,0.4971,0.8224,224.02,0.0578,0.3434,0.4513,0.4983,low 9178,Senegal,2023,capital,Social_Services,Junior,17.53,431931,0.2477,324952,0.2348,76311,10,0.5921,0.787,265.52,0.071,0.3057,0.4552,0.4659,low 9179,Ghana,2024,urban,Health,Senior,34.0,877571,0.2407,666368,0.306,203912,11,0.5179,0.7864,379.87,0.0681,0.368,0.3598,0.4846,low 9180,Mozambique,2018,rural,Social_Services,Mid_Level,28.12,303100,0.5037,150433,0.1019,15325,7,0.5628,0.6176,97.54,0.0629,0.1815,0.1671,0.2946,critical 9181,Kenya,2022,capital,Health,Junior,52.76,1662218,0.1735,1373761,0.3521,483670,12,0.5033,0.8828,487.34,0.0641,0.4643,0.7496,0.5784,moderate 9182,South Africa,2018,urban,Health,Mid_Level,59.11,2951534,0.2322,2266162,0.3562,807311,16,0.6356,0.8813,434.93,0.0813,0.4825,0.5299,0.5544,moderate 9183,Tanzania,2019,rural,Education,Junior,57.79,976941,0.3533,631750,0.134,84644,10,0.6077,0.7104,203.02,0.0702,0.3762,0.3627,0.4006,low 9184,Senegal,2024,capital,Education,Senior,18.0,363985,0.176,299927,0.2297,68897,9,0.5556,0.8194,441.54,0.0676,0.3579,0.3467,0.4793,low 9185,Uganda,2022,capital,Security,Mid_Level,46.01,360025,0.3832,222076,0.2246,49881,5,0.5897,0.7083,216.6,0.066,0.342,0.4297,0.4063,low 9186,Senegal,2023,rural,Agriculture,Junior,17.53,439656,0.2803,316419,0.1786,56505,12,0.4871,0.7466,176.31,0.05,0.3404,0.4583,0.4464,low 9187,South Africa,2024,capital,Justice,Junior,62.0,2895413,0.2515,2167118,0.4218,914071,19,0.5252,0.7923,435.44,0.0723,0.5607,0.6566,0.5806,moderate 9188,Tanzania,2021,rural,Justice,Junior,61.31,1076328,0.3781,669328,0.1391,93088,7,0.6015,0.6993,270.23,0.0639,0.3462,0.3661,0.3839,low 9189,Uganda,2025,urban,Health,Senior,50.57,420951,0.3542,271842,0.2061,56038,6,0.5066,0.8193,286.46,0.0667,0.3357,0.4733,0.4318,low 9190,Tanzania,2023,urban,Security,Senior,65.05,1135330,0.2447,857475,0.2268,194501,8,0.5847,0.8141,322.64,0.055,0.3257,0.4086,0.4611,low 9191,Senegal,2023,urban,Health,Mid_Level,17.53,364604,0.2629,268752,0.2573,69140,11,0.6216,0.6762,205.93,0.0488,0.4011,0.334,0.451,low 9192,Kenya,2019,capital,Education,Mid_Level,49.57,1508334,0.2137,1186067,0.3327,394622,17,0.5216,0.7813,462.89,0.0641,0.4518,0.7441,0.559,moderate 9193,South Africa,2023,rural,Finance,Junior,61.51,3634759,0.4062,2158474,0.2614,564289,21,0.6677,0.9093,478.46,0.0829,0.4198,0.589,0.5036,moderate 9194,DRC,2018,urban,Agriculture,Junior,86.92,516712,0.597,208230,0.1206,25118,3,0.5086,0.5894,139.76,0.0657,0.2102,0.1946,0.2673,critical 9195,DRC,2024,remote,Health,Mid_Level,105.0,617308,0.6,246923,0.1,24692,4,0.5909,0.6026,94.59,0.0616,0.1898,0.2334,0.2677,critical 9196,South Africa,2019,remote,Health,Junior,59.58,3358389,0.4655,1795007,0.2146,385170,24,0.6708,0.7938,543.43,0.0692,0.455,0.742,0.486,low 9197,Ghana,2018,urban,ICT,Director,30.01,780302,0.2307,600247,0.2305,138386,11,0.6217,0.6796,665.72,0.0613,0.3291,0.4067,0.453,low 9198,Botswana,2022,rural,Education,Mid_Level,2.52,119374,0.2172,93445,0.2793,26101,18,0.577,0.8321,466.65,0.0766,0.4217,0.7439,0.5519,moderate 9199,Rwanda,2024,rural,Finance,Mid_Level,14.0,437219,0.2197,341150,0.2254,76901,19,0.6121,0.8748,648.27,0.0879,0.5362,0.7179,0.5556,moderate 9200,Kenya,2020,rural,Health,Junior,50.61,1855435,0.2805,1334942,0.2562,342072,12,0.4769,0.8995,640.79,0.0865,0.4577,0.6355,0.5182,moderate 9201,Mozambique,2024,capital,Social_Services,Junior,33.0,350323,0.458,189864,0.1406,26699,4,0.4602,0.6088,94.4,0.0674,0.2029,0.1748,0.3097,critical 9202,Ethiopia,2019,rural,Health,Junior,111.37,1429639,0.6,571855,0.1257,71897,4,0.5176,0.6066,154.5,0.0599,0.1907,0.209,0.2724,critical 9203,Mozambique,2023,urban,Health,Junior,32.13,291260,0.3465,190351,0.1492,28391,4,0.5326,0.5943,90.9,0.0482,0.1797,0.2317,0.341,critical 9204,Tanzania,2018,rural,Education,Senior,56.11,887686,0.3175,605810,0.1729,104770,9,0.5622,0.8233,450.85,0.0543,0.3866,0.4257,0.4411,low 9205,Ghana,2025,remote,Education,Senior,34.71,864157,0.3863,530302,0.1599,84785,12,0.5461,0.7762,263.85,0.0708,0.3254,0.4287,0.4152,low 9206,Senegal,2018,rural,Health,Junior,15.34,363333,0.2741,263743,0.1708,45044,8,0.4807,0.7176,214.47,0.0711,0.3528,0.3765,0.4247,low 9207,Rwanda,2024,capital,Agriculture,Senior,14.0,438767,0.1604,368386,0.3873,142674,27,0.5443,0.8938,951.29,0.0898,0.4969,0.5973,0.6177,moderate 9208,Ghana,2018,urban,Justice,Mid_Level,30.01,697957,0.3049,485155,0.2898,140585,14,0.6384,0.7982,287.25,0.0496,0.3961,0.4021,0.4808,low 9209,DRC,2024,remote,Education,Junior,105.0,664946,0.6,265978,0.1,26597,3,0.5009,0.6782,137.86,0.0561,0.2167,0.209,0.2768,critical 9210,Rwanda,2020,capital,Finance,Junior,12.73,347404,0.1257,303733,0.3345,101594,22,0.5676,0.9102,547.51,0.0853,0.526,0.6805,0.6144,moderate 9211,Ghana,2019,rural,Social_Services,Senior,30.64,825193,0.3717,518433,0.186,96420,15,0.6368,0.822,267.56,0.0647,0.3364,0.3965,0.4376,low 9212,Rwanda,2018,rural,Administration,Junior,12.14,354631,0.1774,291724,0.2627,76630,28,0.5838,0.861,471.04,0.0947,0.4411,0.6435,0.5789,moderate 9213,Ethiopia,2022,capital,Social_Services,Junior,119.93,1256333,0.4222,725892,0.157,113964,3,0.4576,0.6967,145.31,0.0639,0.2156,0.1616,0.3334,critical 9214,Rwanda,2021,remote,Social_Services,Senior,13.04,389173,0.2784,280820,0.1834,51503,30,0.6566,0.8678,952.82,0.0756,0.4687,0.7473,0.553,moderate 9215,Mozambique,2024,urban,Agriculture,Senior,33.0,343035,0.4259,196944,0.1328,26159,6,0.5797,0.6483,161.61,0.0516,0.1885,0.1899,0.3268,critical 9216,Ghana,2023,rural,Education,Junior,33.3,897710,0.4256,515617,0.195,100536,11,0.531,0.8033,178.26,0.0507,0.3152,0.47,0.4189,low 9217,Mozambique,2022,urban,Agriculture,Mid_Level,31.29,309674,0.436,174667,0.1576,27529,4,0.5063,0.632,114.69,0.061,0.21,0.2181,0.328,critical 9218,Ethiopia,2024,rural,Infrastructure,Junior,126.0,1697762,0.6,679104,0.1085,73686,5,0.5575,0.6057,118.75,0.0698,0.1875,0.2053,0.2698,critical 9219,Rwanda,2020,rural,Education,Junior,12.73,369721,0.2244,286761,0.2132,61149,20,0.5348,0.8768,441.16,0.0842,0.4759,0.6407,0.5404,moderate 9220,Ethiopia,2023,rural,Health,Senior,122.93,1320793,0.6,528317,0.1223,64602,4,0.5872,0.628,195.81,0.0679,0.1844,0.2069,0.2739,critical 9221,Mozambique,2022,remote,Health,Mid_Level,31.29,271916,0.6,108766,0.1,10876,4,0.4734,0.6734,119.56,0.058,0.1963,0.1812,0.2738,critical 9222,Kenya,2021,capital,Health,Junior,51.68,1979026,0.204,1575247,0.308,485234,14,0.4762,0.8094,525.0,0.0818,0.5539,0.7344,0.5612,moderate 9223,Senegal,2021,rural,Health,Director,16.62,407177,0.3131,279697,0.1926,53864,13,0.6025,0.6948,661.63,0.0682,0.3455,0.4128,0.4324,low 9224,Uganda,2023,urban,Social_Services,Mid_Level,47.48,401800,0.4268,230308,0.2175,50098,5,0.5025,0.7711,254.77,0.0551,0.3863,0.347,0.3992,low 9225,Tanzania,2023,capital,Social_Services,Mid_Level,65.05,1035891,0.2778,748109,0.2389,178736,6,0.5771,0.8088,226.29,0.0703,0.3554,0.4154,0.4537,low 9226,South Africa,2021,urban,Education,Junior,60.54,3464294,0.2873,2469022,0.3382,834969,17,0.6014,0.8058,445.97,0.0865,0.495,0.7706,0.5527,moderate 9227,Ethiopia,2023,remote,Infrastructure,Mid_Level,122.93,1471858,0.6,588743,0.1,58874,5,0.5623,0.7054,125.33,0.0606,0.2285,0.2047,0.2866,critical 9228,Nigeria,2023,rural,Education,Mid_Level,224.39,4985642,0.412,2931464,0.1822,534029,9,0.5971,0.7056,296.76,0.057,0.3576,0.3393,0.3906,low 9229,Rwanda,2019,remote,Finance,Junior,12.43,348033,0.2634,256374,0.1846,47335,23,0.5366,0.9008,468.65,0.094,0.4854,0.7483,0.5463,moderate 9230,DRC,2018,rural,Health,Junior,86.92,535252,0.6,214100,0.1,21410,4,0.5817,0.6431,110.31,0.0592,0.2241,0.205,0.2744,critical 9231,Ghana,2021,rural,Justice,Junior,31.94,855459,0.3352,568685,0.1942,110415,14,0.5102,0.7861,256.71,0.0505,0.3874,0.4195,0.4483,low 9232,Botswana,2018,rural,Health,Junior,2.38,108753,0.2287,83880,0.2832,23758,16,0.4883,0.8885,500.39,0.0945,0.4556,0.7539,0.5579,moderate 9233,Nigeria,2018,capital,Infrastructure,Mid_Level,198.33,3537837,0.2976,2484984,0.2356,585340,8,0.5127,0.6832,276.01,0.0518,0.3192,0.4666,0.4355,low 9234,DRC,2024,capital,Security,Senior,105.0,578194,0.5584,255327,0.1305,33320,3,0.5276,0.6842,166.74,0.0579,0.218,0.2094,0.2959,critical 9235,Nigeria,2020,capital,Administration,Mid_Level,208.37,3732181,0.2899,2650220,0.2189,580180,12,0.5165,0.7289,198.83,0.0708,0.3283,0.3317,0.4376,low 9236,Botswana,2018,urban,Health,Director,2.38,103137,0.1699,85613,0.4236,36264,20,0.5756,0.8062,1320.86,0.0706,0.4908,0.6766,0.6011,moderate 9237,Ethiopia,2019,capital,Social_Services,Junior,111.37,1387156,0.4018,829734,0.1622,134609,6,0.5805,0.6905,125.47,0.0583,0.2059,0.2145,0.3507,low 9238,Uganda,2020,urban,Health,Mid_Level,43.2,367671,0.3643,233726,0.2083,48684,8,0.5358,0.7777,279.77,0.0632,0.3759,0.4401,0.4293,low 9239,Kenya,2024,capital,Education,Junior,55.0,1757634,0.1846,1433126,0.3018,432557,16,0.5691,0.7834,413.81,0.0842,0.562,0.7483,0.5678,moderate 9240,DRC,2020,remote,Health,Junior,92.57,514557,0.6,205822,0.1,20582,4,0.5318,0.6562,112.48,0.0501,0.1959,0.1617,0.2692,critical 9241,DRC,2021,capital,Finance,Mid_Level,95.53,626680,0.436,353446,0.1237,43734,4,0.4827,0.6543,124.34,0.0586,0.241,0.2393,0.3281,critical 9242,Mozambique,2019,urban,Administration,Director,28.88,266828,0.444,148353,0.133,19731,5,0.4424,0.68,236.57,0.0646,0.1831,0.1874,0.3238,critical 9243,South Africa,2024,rural,Health,Senior,62.0,3597043,0.2912,2549510,0.2229,568249,19,0.5708,0.7754,851.06,0.0702,0.4425,0.7768,0.5187,moderate 9244,South Africa,2018,remote,Social_Services,Junior,59.11,3390609,0.4263,1945063,0.1754,341200,21,0.6715,0.8466,573.66,0.0696,0.4596,0.6581,0.4785,low 9245,Kenya,2018,rural,Health,Director,48.55,1779960,0.245,1343947,0.255,342660,22,0.5998,0.934,1008.7,0.0874,0.5515,0.5744,0.5602,moderate 9246,Senegal,2022,rural,Social_Services,Junior,17.07,403537,0.3624,257284,0.1737,44701,8,0.4946,0.7763,192.67,0.0609,0.3397,0.4193,0.4152,low 9247,Ethiopia,2022,urban,Administration,Junior,119.93,1557504,0.5611,683579,0.1724,117882,5,0.5477,0.6382,111.03,0.0664,0.2331,0.2385,0.3082,critical 9248,Uganda,2022,rural,Security,Senior,46.01,402009,0.5044,199216,0.1325,26388,5,0.5106,0.7607,421.28,0.0525,0.3123,0.4351,0.3583,low 9249,Mozambique,2018,remote,Social_Services,Junior,28.12,278721,0.6,111488,0.1,11148,5,0.4534,0.7103,151.91,0.0645,0.2136,0.1963,0.285,critical 9250,Senegal,2023,capital,ICT,Junior,17.53,378861,0.1776,311576,0.2695,83965,12,0.5757,0.682,283.65,0.0512,0.3818,0.4736,0.4908,low 9251,Mozambique,2021,rural,Administration,Mid_Level,30.47,329790,0.5648,143530,0.1143,16409,4,0.4389,0.6866,107.85,0.0716,0.2295,0.2204,0.2954,critical 9252,Botswana,2021,urban,Education,Director,2.49,97139,0.1871,78965,0.328,25900,23,0.5129,0.7842,1419.94,0.0763,0.4852,0.6468,0.5736,moderate 9253,South Africa,2025,urban,Health,Mid_Level,62.5,3165403,0.2303,2436532,0.346,842992,18,0.5996,0.822,633.11,0.0661,0.473,0.6151,0.556,moderate 9254,Kenya,2019,capital,Infrastructure,Mid_Level,49.57,1813068,0.1582,1526316,0.3086,471014,18,0.6087,0.8298,582.73,0.0818,0.5058,0.6383,0.5715,moderate 9255,Senegal,2022,urban,Justice,Senior,17.07,416385,0.272,303125,0.2256,68395,9,0.4668,0.768,413.61,0.0604,0.3409,0.4687,0.4571,low 9256,Senegal,2025,urban,Education,Junior,18.49,466495,0.2001,373156,0.2485,92724,13,0.4861,0.6899,282.49,0.0673,0.375,0.451,0.4807,low 9257,Nigeria,2020,capital,Finance,Junior,208.37,4454689,0.2496,3342971,0.2709,905726,11,0.6062,0.8233,180.43,0.0571,0.3589,0.3975,0.482,low 9258,South Africa,2019,rural,Social_Services,Director,59.58,3231729,0.2827,2318003,0.2476,574051,14,0.6027,0.8524,1323.28,0.0819,0.5511,0.759,0.5351,moderate 9259,DRC,2022,urban,Education,Mid_Level,98.59,554348,0.5657,240729,0.1062,25562,3,0.5569,0.6888,148.81,0.0594,0.1844,0.2276,0.2871,critical 9260,DRC,2020,rural,Education,Mid_Level,92.57,631164,0.6,252465,0.1,25246,3,0.5613,0.6204,102.06,0.0583,0.2172,0.1962,0.2669,critical 9261,Tanzania,2020,urban,Finance,Mid_Level,59.53,1172280,0.3451,767685,0.1864,143105,10,0.5507,0.7185,310.59,0.0537,0.35,0.4659,0.4247,low 9262,Tanzania,2018,rural,Education,Junior,56.11,1007809,0.4089,595684,0.1432,85291,9,0.5041,0.713,264.14,0.0561,0.3297,0.3997,0.386,low 9263,South Africa,2025,rural,Health,Junior,62.5,3477493,0.3532,2249214,0.2483,558483,25,0.6767,0.8196,501.5,0.078,0.5033,0.5272,0.5123,moderate 9264,DRC,2019,urban,Security,Junior,89.7,532895,0.5825,222506,0.1131,25164,4,0.5809,0.6917,104.01,0.0695,0.1971,0.1651,0.2826,critical 9265,Ethiopia,2023,rural,Health,Director,122.93,1468259,0.6,587303,0.1,58730,4,0.5757,0.6077,298.55,0.0714,0.2303,0.2114,0.2703,critical 9266,Nigeria,2023,urban,Social_Services,Mid_Level,224.39,3917666,0.2877,2790649,0.2514,701551,9,0.6081,0.8045,264.91,0.0716,0.2977,0.3848,0.4524,low 9267,Ghana,2018,capital,Infrastructure,Senior,30.01,769580,0.2182,601639,0.337,202749,12,0.5245,0.7667,266.91,0.0599,0.325,0.4448,0.5017,moderate 9268,Ethiopia,2023,remote,Health,Junior,122.93,1360955,0.6,544382,0.1,54438,5,0.5107,0.6501,101.52,0.0635,0.2401,0.1736,0.2764,critical 9269,Uganda,2019,urban,Social_Services,Mid_Level,41.86,354707,0.4307,201936,0.1687,34060,8,0.6044,0.6825,246.26,0.0675,0.3291,0.333,0.3731,low 9270,Rwanda,2021,capital,Agriculture,Senior,13.04,381480,0.143,326927,0.3574,116848,25,0.646,0.8787,861.41,0.0811,0.4544,0.5891,0.6023,moderate 9271,Senegal,2024,rural,Education,Junior,18.0,386752,0.3678,244517,0.1953,47742,8,0.4803,0.6945,285.65,0.0597,0.4005,0.3824,0.4093,low 9272,Botswana,2024,rural,ICT,Mid_Level,2.6,102297,0.2932,72301,0.2581,18663,28,0.6145,0.8327,368.97,0.0884,0.5174,0.7746,0.5653,moderate 9273,South Africa,2021,rural,Justice,Mid_Level,60.54,3426666,0.3304,2294572,0.2796,641475,25,0.5142,0.8402,390.54,0.0722,0.5094,0.6244,0.5392,moderate 9274,Mozambique,2019,rural,Administration,Junior,28.88,275345,0.4902,140367,0.1,14036,6,0.4687,0.5862,143.83,0.068,0.201,0.2324,0.2987,critical 9275,Kenya,2018,urban,Finance,Junior,48.55,1587146,0.1843,1294659,0.2851,369125,19,0.6429,0.9329,500.44,0.0769,0.552,0.7218,0.59,moderate 9276,Ethiopia,2021,urban,Health,Junior,117.0,1604737,0.5289,756057,0.1506,113884,5,0.4582,0.7092,123.65,0.0663,0.2195,0.2081,0.3171,critical 9277,Senegal,2022,capital,Infrastructure,Executive,17.07,325449,0.2027,259495,0.2952,76609,12,0.495,0.6985,985.29,0.0546,0.3155,0.4526,0.4847,low 9278,Nigeria,2023,urban,Health,Junior,224.39,4009298,0.3131,2754186,0.2145,590693,8,0.487,0.6866,186.98,0.0715,0.3129,0.3419,0.4138,low 9279,Senegal,2019,urban,ICT,Mid_Level,15.76,395202,0.2122,311346,0.2634,81999,8,0.544,0.7906,192.73,0.0583,0.3175,0.3859,0.4717,low 9280,South Africa,2019,rural,Health,Junior,59.58,2698830,0.3841,1662338,0.2269,377126,22,0.5979,0.7797,552.79,0.0941,0.5374,0.5342,0.4898,low 9281,Mozambique,2020,remote,Education,Mid_Level,29.66,339661,0.6,135864,0.1,13586,5,0.4583,0.5861,120.09,0.0496,0.2248,0.2286,0.2707,critical 9282,DRC,2023,urban,Education,Director,101.74,598753,0.4728,315686,0.1047,33054,3,0.4809,0.6409,344.06,0.0596,0.1877,0.1818,0.2986,critical 9283,Nigeria,2024,rural,Infrastructure,Senior,230.0,4968127,0.4849,2559229,0.1552,397087,8,0.4663,0.7318,414.0,0.0517,0.3461,0.3203,0.364,low 9284,Tanzania,2025,urban,Agriculture,Senior,69.01,1176086,0.2685,860347,0.1861,160102,10,0.5274,0.6979,272.6,0.0508,0.3664,0.4517,0.4409,low 9285,Ghana,2023,capital,Finance,Junior,33.3,955853,0.204,760863,0.2892,220073,10,0.4923,0.7952,216.35,0.0599,0.2987,0.3625,0.4817,low 9286,DRC,2018,urban,Finance,Junior,86.92,472099,0.5986,189488,0.1084,20537,3,0.4705,0.6603,115.2,0.0516,0.1851,0.1859,0.2711,critical 9287,Nigeria,2024,urban,Infrastructure,Senior,230.0,4598799,0.3993,2762723,0.2172,600001,7,0.4923,0.7771,375.14,0.0657,0.3774,0.4415,0.4204,low 9288,Ethiopia,2019,capital,Social_Services,Mid_Level,111.37,1450775,0.4732,764231,0.1431,109385,4,0.5824,0.708,130.5,0.0586,0.2122,0.2252,0.3274,critical 9289,Ghana,2019,remote,Health,Executive,30.64,788332,0.4197,457447,0.1255,57394,13,0.6272,0.7917,850.09,0.0662,0.3728,0.3204,0.397,low 9290,DRC,2019,rural,Administration,Mid_Level,89.7,585729,0.6,234291,0.1,23429,3,0.4793,0.6957,104.95,0.0677,0.2094,0.2015,0.2779,critical 9291,Uganda,2022,capital,Health,Senior,46.01,394529,0.429,225293,0.2087,47009,6,0.5136,0.6786,326.41,0.0523,0.2988,0.4228,0.3839,low 9292,Tanzania,2024,rural,Agriculture,Mid_Level,67.0,1340512,0.4307,763210,0.1506,114914,10,0.5497,0.8069,278.02,0.0605,0.3651,0.4341,0.4059,low 9293,DRC,2019,rural,Finance,Senior,89.7,575833,0.5795,242113,0.1,24211,3,0.4406,0.6176,230.84,0.0612,0.2199,0.1647,0.2687,critical 9294,Ghana,2024,capital,Education,Junior,34.0,917262,0.244,693495,0.2652,183885,14,0.5699,0.6795,199.66,0.0687,0.3923,0.4134,0.4728,low 9295,DRC,2025,urban,Security,Director,108.36,730388,0.594,296522,0.1151,34122,4,0.4536,0.6311,297.17,0.0534,0.1952,0.2011,0.2746,critical 9296,Rwanda,2023,rural,Justice,Mid_Level,13.67,396598,0.2285,305991,0.2585,79100,26,0.5983,0.8041,532.98,0.0736,0.4548,0.735,0.5621,moderate 9297,Ghana,2025,urban,Justice,Junior,34.71,775281,0.2955,546221,0.2418,132057,16,0.5352,0.8165,280.44,0.057,0.3823,0.361,0.4734,low 9298,Ethiopia,2024,urban,Health,Mid_Level,126.0,1654337,0.3915,1006692,0.1694,170555,4,0.5727,0.6843,111.62,0.0591,0.2131,0.1943,0.3479,critical 9299,Kenya,2023,remote,Administration,Junior,53.87,2000171,0.347,1306152,0.1913,249811,22,0.5854,0.773,466.32,0.0643,0.5424,0.6298,0.4992,low 9300,Rwanda,2021,capital,Justice,Mid_Level,13.04,389130,0.1669,324195,0.3059,99168,23,0.671,0.9333,580.15,0.0651,0.4238,0.675,0.5921,moderate 9301,Nigeria,2019,remote,Finance,Mid_Level,203.29,4540450,0.6,1816180,0.1324,240392,8,0.4906,0.7185,216.05,0.048,0.3677,0.4354,0.3412,critical 9302,Tanzania,2021,capital,Education,Junior,61.31,1088298,0.2681,796530,0.261,207874,10,0.4718,0.7146,206.88,0.0584,0.3483,0.3951,0.4548,low 9303,Nigeria,2019,urban,Health,Junior,203.29,4565491,0.2996,3197516,0.232,741910,12,0.545,0.6755,286.74,0.0585,0.3562,0.3597,0.436,low 9304,Senegal,2020,capital,Finance,Executive,16.18,342273,0.2404,259984,0.2857,74285,8,0.5817,0.809,1271.51,0.0534,0.3107,0.3427,0.468,low 9305,Senegal,2024,urban,Agriculture,Junior,18.0,395769,0.2134,311331,0.2442,76033,11,0.6156,0.8042,267.53,0.0524,0.3078,0.3782,0.4744,low 9306,Mozambique,2021,rural,Security,Senior,30.47,319437,0.6,127774,0.1,12777,7,0.5037,0.6692,167.1,0.0672,0.1901,0.2,0.2819,critical 9307,Rwanda,2022,capital,Justice,Junior,13.35,455492,0.1233,399323,0.3622,144640,17,0.5989,0.7716,631.74,0.0678,0.5047,0.5745,0.5759,moderate 9308,Botswana,2022,capital,Justice,Mid_Level,2.52,115500,0.1787,94856,0.3832,36350,27,0.5969,0.9207,579.58,0.0788,0.4983,0.5508,0.6116,moderate 9309,Botswana,2023,urban,Agriculture,Junior,2.56,110836,0.1704,91953,0.3467,31883,21,0.5107,0.8015,465.62,0.0855,0.4978,0.7008,0.5867,moderate 9310,Senegal,2024,rural,Health,Junior,18.0,378043,0.3402,249441,0.1587,39580,8,0.5935,0.811,296.43,0.0566,0.3518,0.3729,0.4187,low 9311,Ethiopia,2019,rural,Social_Services,Junior,111.37,1326758,0.6,530703,0.113,59974,5,0.481,0.6601,96.54,0.0517,0.1987,0.2217,0.2818,critical 9312,Ethiopia,2018,urban,Social_Services,Junior,108.65,1488709,0.5561,660792,0.177,116979,5,0.462,0.6726,95.2,0.0594,0.1848,0.182,0.3053,critical 9313,South Africa,2025,urban,Education,Senior,62.5,3542176,0.2202,2762302,0.3455,954436,19,0.5932,0.8074,710.69,0.0925,0.4913,0.6614,0.5652,moderate 9314,South Africa,2019,capital,ICT,Mid_Level,59.58,2744605,0.2076,2174706,0.3767,819123,22,0.5258,0.815,618.93,0.0766,0.5422,0.5745,0.5812,moderate 9315,Nigeria,2018,rural,Finance,Mid_Level,198.33,3765043,0.5236,1793728,0.1507,270263,7,0.6032,0.8124,232.99,0.0489,0.3369,0.3234,0.3622,low 9316,South Africa,2022,rural,Education,Mid_Level,61.02,3110011,0.3578,1997361,0.249,497281,21,0.6047,0.7804,508.71,0.0643,0.5635,0.5951,0.5082,moderate 9317,Kenya,2023,urban,Security,Junior,53.87,2051383,0.1976,1646008,0.3498,575822,19,0.5483,0.8936,552.26,0.0762,0.5028,0.5416,0.574,moderate 9318,Tanzania,2025,capital,Security,Senior,69.01,1277059,0.2766,923773,0.2251,207897,9,0.5374,0.6908,358.56,0.0539,0.3013,0.4257,0.4359,low 9319,DRC,2019,urban,Health,Senior,89.7,477392,0.567,206729,0.1159,23962,5,0.4899,0.6335,132.52,0.0572,0.2201,0.2049,0.2873,critical 9320,Mozambique,2021,rural,Health,Director,30.47,349068,0.5775,147496,0.1,14749,6,0.5042,0.6565,352.37,0.0591,0.1917,0.2342,0.2867,critical 9321,Rwanda,2018,urban,Finance,Mid_Level,12.14,359091,0.1407,308562,0.2984,92082,25,0.5145,0.8161,350.76,0.0739,0.4621,0.6374,0.5843,moderate 9322,Botswana,2023,urban,Administration,Junior,2.56,114635,0.1781,94221,0.4173,39319,20,0.6399,0.8769,609.59,0.0718,0.4558,0.6372,0.6006,moderate 9323,Mozambique,2021,rural,Education,Mid_Level,30.47,283302,0.6,113320,0.1,11332,6,0.4887,0.6042,119.39,0.0535,0.2045,0.1652,0.2676,critical 9324,Ethiopia,2024,rural,Education,Junior,126.0,1706618,0.5776,720841,0.1035,74619,4,0.5552,0.6449,114.44,0.0584,0.207,0.1875,0.2777,critical 9325,Nigeria,2019,urban,Finance,Mid_Level,203.29,4493241,0.4002,2695260,0.2111,569014,12,0.489,0.8059,212.46,0.0662,0.3665,0.3484,0.4251,low 9326,Uganda,2018,rural,Education,Mid_Level,40.56,286241,0.6,114496,0.1397,15993,8,0.4672,0.6915,211.2,0.0515,0.326,0.3868,0.3299,critical 9327,Kenya,2019,rural,Security,Mid_Level,49.57,1883155,0.2644,1385341,0.221,306208,13,0.5516,0.7805,556.89,0.0958,0.5381,0.699,0.5125,moderate 9328,Rwanda,2024,rural,Agriculture,Director,14.0,473925,0.2141,372453,0.2498,93031,28,0.5436,0.9047,1269.45,0.0743,0.4869,0.7538,0.5887,moderate 9329,Uganda,2021,rural,Finance,Junior,44.58,303878,0.4445,168815,0.1299,21931,6,0.4849,0.7139,238.83,0.0616,0.3671,0.3332,0.3635,low 9330,Nigeria,2023,capital,Education,Junior,224.39,3939506,0.248,2962693,0.2428,719275,9,0.5817,0.7809,213.05,0.0591,0.3874,0.4067,0.4677,low 9331,Senegal,2023,urban,Finance,Junior,17.53,389704,0.2493,292547,0.2572,75246,11,0.5779,0.7391,306.66,0.0708,0.3439,0.4085,0.4656,low 9332,Senegal,2024,rural,Health,Mid_Level,18.0,353957,0.3125,243337,0.2021,49179,9,0.4916,0.6951,196.61,0.0498,0.3967,0.3541,0.4242,low 9333,Botswana,2025,urban,Health,Junior,2.64,120705,0.2035,96146,0.3604,34647,29,0.5368,0.9092,597.51,0.0657,0.4713,0.5805,0.6033,moderate 9334,Uganda,2022,urban,Social_Services,Director,46.01,367857,0.4388,206430,0.2042,42143,9,0.4578,0.6972,604.6,0.0719,0.2989,0.4189,0.3902,low 9335,DRC,2021,capital,Education,Director,95.53,498953,0.4894,254753,0.1315,33506,4,0.4793,0.6646,315.91,0.0682,0.2261,0.2056,0.3134,critical 9336,DRC,2023,remote,Health,Junior,101.74,559583,0.6,223833,0.1,22383,3,0.5393,0.6786,130.64,0.071,0.2254,0.2218,0.279,critical 9337,DRC,2020,remote,Education,Senior,92.57,564417,0.6,225766,0.1,22576,3,0.4906,0.6889,205.48,0.0513,0.2338,0.231,0.2823,critical 9338,Kenya,2019,rural,Education,Mid_Level,49.57,1875745,0.31,1294196,0.2172,281066,15,0.5597,0.7969,566.38,0.0951,0.4165,0.6284,0.4883,low 9339,Tanzania,2020,remote,Security,Mid_Level,59.53,1170689,0.4391,656680,0.1033,67860,7,0.5593,0.7407,268.56,0.0541,0.3038,0.3528,0.3603,low 9340,Kenya,2025,urban,Security,Mid_Level,56.15,1712199,0.1714,1418771,0.3472,492642,18,0.6397,0.8946,649.18,0.075,0.4572,0.6253,0.5814,moderate 9341,Tanzania,2021,urban,Education,Mid_Level,61.31,1019876,0.3117,701986,0.21,147423,8,0.5645,0.8066,299.05,0.067,0.3688,0.4253,0.445,low 9342,Ghana,2020,rural,Education,Junior,31.29,879956,0.2911,623771,0.1974,123140,10,0.4973,0.7193,291.96,0.0497,0.3777,0.3985,0.4371,low 9343,Ghana,2019,rural,Education,Senior,30.64,828091,0.3326,552653,0.174,96182,15,0.6237,0.7442,420.87,0.065,0.3296,0.3988,0.4323,low 9344,Ghana,2019,rural,Education,Mid_Level,30.64,762190,0.3461,498379,0.1716,85507,9,0.5794,0.8132,324.91,0.0557,0.2993,0.3696,0.4177,low 9345,Tanzania,2022,remote,Education,Mid_Level,63.15,1284341,0.3998,770831,0.1008,77693,8,0.5589,0.7119,278.67,0.0657,0.3077,0.4351,0.3763,low 9346,South Africa,2019,remote,Security,Senior,59.58,2737160,0.3599,1752080,0.196,343361,17,0.618,0.77,726.22,0.0873,0.5158,0.6901,0.4876,low 9347,DRC,2022,capital,ICT,Mid_Level,98.59,515858,0.4089,304915,0.1201,36633,4,0.4411,0.6101,101.27,0.0533,0.2351,0.2325,0.3261,critical 9348,Mozambique,2020,rural,Education,Junior,29.66,271476,0.5294,127756,0.1,12775,4,0.488,0.713,103.56,0.0634,0.2287,0.179,0.3004,critical 9349,Tanzania,2024,rural,Education,Director,67.0,1207875,0.403,721065,0.1773,127863,6,0.5761,0.6872,450.99,0.0635,0.3076,0.4265,0.3851,low 9350,Uganda,2019,capital,Infrastructure,Senior,41.86,294786,0.3106,203232,0.2047,41592,6,0.5284,0.6781,478.45,0.0522,0.382,0.4718,0.4256,low 9351,Senegal,2019,rural,Administration,Director,15.76,356879,0.323,241621,0.1858,44887,11,0.6208,0.709,812.42,0.0584,0.3418,0.4488,0.4286,low 9352,South Africa,2021,urban,Health,Mid_Level,60.54,2986939,0.2839,2139092,0.3014,644788,20,0.6115,0.8392,529.22,0.0865,0.4483,0.5436,0.5295,moderate 9353,Mozambique,2022,urban,Security,Senior,31.29,320189,0.4747,168193,0.1357,22818,7,0.4889,0.6939,214.27,0.0598,0.1795,0.1802,0.3228,critical 9354,Tanzania,2024,urban,Finance,Mid_Level,67.0,1114119,0.3317,744616,0.2265,168650,6,0.5407,0.7479,249.63,0.0517,0.3827,0.4229,0.4315,low 9355,South Africa,2023,rural,Social_Services,Senior,61.51,2904589,0.2784,2096074,0.2173,455508,17,0.5361,0.8912,621.16,0.0921,0.554,0.5922,0.5255,moderate 9356,Uganda,2019,urban,Health,Director,41.86,286574,0.4819,148487,0.1718,25517,6,0.466,0.6894,659.65,0.0527,0.3763,0.4244,0.371,low 9357,Ethiopia,2022,rural,Education,Director,119.93,1551277,0.6,620510,0.119,73832,5,0.497,0.6337,254.62,0.0549,0.218,0.1959,0.2787,critical 9358,South Africa,2025,capital,Finance,Junior,62.5,3285286,0.2414,2492319,0.3673,915338,19,0.6112,0.8416,423.27,0.0959,0.5592,0.7262,0.5838,moderate 9359,Kenya,2020,capital,Justice,Senior,50.61,1794237,0.1463,1531753,0.2896,443618,12,0.6029,0.8484,917.44,0.087,0.5087,0.5408,0.548,moderate 9360,Senegal,2023,capital,Education,Junior,17.53,415408,0.2324,318885,0.3028,96562,13,0.4869,0.7852,316.95,0.048,0.3113,0.4335,0.4924,low 9361,Tanzania,2024,rural,Security,Junior,67.0,1100323,0.3264,741213,0.156,115617,8,0.4973,0.7982,219.48,0.056,0.3694,0.325,0.4166,low 9362,Botswana,2020,urban,Infrastructure,Mid_Level,2.45,105640,0.2258,81789,0.3785,30959,18,0.4988,0.8488,539.85,0.0653,0.5093,0.5781,0.5692,moderate 9363,Rwanda,2021,rural,Finance,Junior,13.04,367882,0.1885,298543,0.2,59720,21,0.6599,0.8044,441.41,0.0937,0.5106,0.712,0.5483,moderate 9364,Uganda,2024,urban,Education,Junior,49.0,344015,0.4696,182456,0.1729,31540,9,0.5279,0.7626,221.67,0.0481,0.3606,0.4725,0.396,low 9365,Senegal,2019,rural,Finance,Senior,15.76,377526,0.3323,252057,0.1903,47972,9,0.4602,0.7818,263.49,0.0706,0.3068,0.3909,0.424,low 9366,Nigeria,2024,rural,Agriculture,Junior,230.0,4416872,0.3711,2777946,0.1643,456495,8,0.5228,0.7623,289.83,0.069,0.3822,0.3204,0.4029,low 9367,Tanzania,2023,urban,Health,Mid_Level,65.05,1083062,0.2518,810298,0.2381,192954,6,0.5566,0.8168,296.15,0.0593,0.3838,0.4197,0.4644,low 9368,Ghana,2020,rural,Infrastructure,Mid_Level,31.29,779758,0.3515,505668,0.2142,108326,16,0.6272,0.8234,229.49,0.0652,0.3236,0.3454,0.4461,low 9369,Rwanda,2023,capital,Health,Junior,13.67,469889,0.1425,402929,0.3199,128909,31,0.5691,0.9301,531.62,0.0706,0.4738,0.6664,0.6254,moderate 9370,Tanzania,2018,urban,Education,Junior,56.11,1123778,0.2532,839274,0.2131,178826,8,0.578,0.8138,206.21,0.0491,0.3704,0.4475,0.4638,low 9371,Uganda,2020,rural,Justice,Junior,43.2,352042,0.4606,189874,0.1573,29863,5,0.454,0.7869,226.01,0.0715,0.3898,0.3764,0.3813,low 9372,Rwanda,2020,rural,Education,Mid_Level,12.73,413018,0.2112,325796,0.2653,86446,28,0.6668,0.8759,470.47,0.0846,0.4268,0.608,0.5684,moderate 9373,Senegal,2018,capital,Security,Director,15.34,341811,0.2569,253990,0.2994,76047,11,0.5368,0.7688,664.59,0.0516,0.3973,0.4301,0.4862,low 9374,South Africa,2021,capital,Security,Junior,60.54,3351947,0.2322,2573532,0.3665,943131,21,0.5445,0.8407,429.69,0.0891,0.4233,0.568,0.5613,moderate 9375,South Africa,2023,urban,Infrastructure,Junior,61.51,3680678,0.2354,2814167,0.387,1089064,19,0.618,0.8504,537.4,0.0693,0.4407,0.557,0.5627,moderate 9376,Rwanda,2021,urban,Social_Services,Mid_Level,13.04,370448,0.182,303022,0.2931,88830,28,0.6514,0.8847,419.14,0.08,0.4312,0.5893,0.5825,moderate 9377,Tanzania,2020,capital,Social_Services,Junior,59.53,953949,0.2157,748225,0.2613,195516,8,0.6093,0.8103,283.03,0.0506,0.3573,0.4004,0.4787,low 9378,Ethiopia,2025,urban,Finance,Senior,129.15,1396276,0.5234,665478,0.1408,93698,5,0.5846,0.6353,211.04,0.0512,0.1867,0.1844,0.2993,critical 9379,DRC,2024,urban,Education,Senior,105.0,683640,0.5914,279364,0.1314,36714,4,0.4792,0.6424,159.39,0.0686,0.24,0.2305,0.2884,critical 9380,Tanzania,2021,urban,Administration,Junior,61.31,1137967,0.3372,754196,0.2149,162097,10,0.4859,0.6754,311.79,0.0675,0.387,0.3244,0.4169,low 9381,DRC,2024,remote,Education,Senior,105.0,671870,0.6,268748,0.1,26874,4,0.5091,0.6716,188.23,0.0716,0.1829,0.1926,0.2733,critical 9382,Ethiopia,2021,capital,Education,Director,117.0,1437799,0.4953,725692,0.1439,104461,4,0.5852,0.6008,260.82,0.0508,0.1823,0.2038,0.3009,critical 9383,Senegal,2024,remote,Justice,Junior,18.0,422647,0.3675,267321,0.1417,37867,11,0.4915,0.7587,252.22,0.0549,0.3425,0.4065,0.4097,low 9384,Uganda,2019,rural,Administration,Junior,41.86,312415,0.4972,157075,0.1229,19306,8,0.4784,0.6866,230.23,0.065,0.3075,0.3676,0.3469,critical 9385,Ghana,2024,remote,Social_Services,Mid_Level,34.0,892457,0.3832,550487,0.1464,80591,10,0.5859,0.8003,305.12,0.0607,0.3381,0.3535,0.405,low 9386,Botswana,2019,capital,Health,Junior,2.41,93967,0.1825,76816,0.3827,29398,28,0.6489,0.7811,365.12,0.0938,0.4445,0.7169,0.6033,moderate 9387,South Africa,2023,urban,Infrastructure,Senior,61.51,3244796,0.2682,2374615,0.3299,783337,19,0.5247,0.8938,673.36,0.072,0.4877,0.5212,0.5479,moderate 9388,Senegal,2023,capital,Agriculture,Junior,17.53,435236,0.1929,351292,0.2963,104085,8,0.4537,0.7202,261.22,0.0571,0.3672,0.3272,0.4733,low 9389,South Africa,2022,remote,Finance,Mid_Level,61.02,3506964,0.4645,1877951,0.188,353071,15,0.546,0.7736,534.6,0.094,0.4695,0.5975,0.4411,low 9390,Botswana,2019,capital,Health,Senior,2.41,110408,0.1894,89494,0.3961,35447,23,0.5434,0.8325,864.52,0.0667,0.5485,0.6945,0.6083,moderate 9391,Nigeria,2021,remote,Security,Junior,213.58,4724575,0.554,2107151,0.1385,291859,8,0.5136,0.729,194.94,0.0618,0.3694,0.3508,0.3475,critical 9392,Mozambique,2024,rural,Administration,Mid_Level,33.0,308535,0.6,123414,0.1,12341,4,0.5513,0.6473,130.16,0.0685,0.1787,0.2219,0.2722,critical 9393,Nigeria,2021,capital,Finance,Junior,213.58,3660634,0.3089,2529844,0.2607,659544,10,0.5486,0.7308,296.36,0.0649,0.3441,0.3892,0.4459,low 9394,Botswana,2018,urban,Education,Mid_Level,2.38,110249,0.1748,90982,0.3396,30897,23,0.5255,0.9066,471.02,0.0784,0.4956,0.6944,0.6037,moderate 9395,DRC,2018,rural,Education,Mid_Level,86.92,479150,0.5795,201489,0.1,20148,3,0.5604,0.6335,125.48,0.0599,0.2104,0.1915,0.2729,critical 9396,Ethiopia,2024,remote,Security,Junior,126.0,1648780,0.6,659512,0.1,65951,6,0.4844,0.5862,125.03,0.0581,0.1891,0.1645,0.2633,critical 9397,Tanzania,2020,capital,Security,Junior,59.53,1124862,0.2553,837674,0.2105,176353,10,0.6074,0.7152,253.94,0.0628,0.3682,0.4324,0.4511,low 9398,South Africa,2018,urban,Finance,Junior,59.11,2985194,0.26,2209173,0.3163,698816,15,0.5014,0.907,479.7,0.0725,0.4265,0.747,0.555,moderate 9399,Ghana,2025,rural,Social_Services,Junior,34.71,820525,0.3039,571177,0.1934,110461,11,0.572,0.7631,297.46,0.0667,0.3195,0.406,0.4369,low 9400,Nigeria,2019,rural,Health,Senior,203.29,3786477,0.438,2127915,0.1796,382125,11,0.5409,0.8173,416.39,0.0483,0.33,0.4241,0.4109,low 9401,Rwanda,2023,capital,Health,Junior,13.67,395606,0.1435,338844,0.3334,112954,24,0.6148,0.7771,445.92,0.0887,0.5067,0.5487,0.5796,moderate 9402,Nigeria,2021,rural,Finance,Junior,213.58,4284697,0.3901,2613183,0.1825,477003,11,0.5477,0.7897,206.95,0.065,0.383,0.4721,0.4296,low 9403,Nigeria,2019,urban,Security,Mid_Level,203.29,3587202,0.4007,2149902,0.1987,427281,12,0.5389,0.7482,281.42,0.053,0.3524,0.3651,0.4135,low 9404,DRC,2019,rural,Health,Mid_Level,89.7,569137,0.6,227654,0.1,22765,4,0.4433,0.688,89.3,0.0706,0.1937,0.1709,0.2747,critical 9405,Mozambique,2020,rural,Justice,Senior,29.66,295662,0.6,118264,0.1112,13151,5,0.5294,0.6254,226.71,0.0523,0.2055,0.2093,0.2756,critical 9406,Ghana,2020,capital,Infrastructure,Mid_Level,31.29,777356,0.201,621080,0.2558,158860,14,0.5143,0.6989,295.39,0.06,0.3534,0.3429,0.4732,low 9407,Senegal,2024,rural,Security,Junior,18.0,360950,0.3663,228716,0.157,35906,11,0.5605,0.8169,205.83,0.0482,0.3404,0.3689,0.4186,low 9408,DRC,2020,rural,Administration,Senior,92.57,602408,0.6,240963,0.1,24096,2,0.5216,0.6282,143.35,0.0672,0.2336,0.2393,0.2715,critical 9409,Botswana,2021,capital,Infrastructure,Senior,2.49,109996,0.1446,94087,0.425,39987,22,0.6103,0.8815,653.22,0.0746,0.5071,0.6516,0.6232,moderate 9410,Uganda,2023,capital,Administration,Junior,47.48,384441,0.4138,225344,0.2215,49909,6,0.4935,0.7546,231.3,0.0512,0.3745,0.4492,0.4125,low 9411,Senegal,2022,rural,Social_Services,Junior,17.07,346150,0.349,225342,0.1607,36215,10,0.559,0.7139,314.52,0.0567,0.3398,0.4053,0.4095,low 9412,Kenya,2021,urban,Health,Mid_Level,51.68,1909083,0.2055,1516729,0.2714,411598,21,0.6634,0.7812,401.83,0.0823,0.4971,0.548,0.5406,moderate 9413,Ghana,2021,urban,Social_Services,Junior,31.94,748264,0.3021,522199,0.2566,133994,10,0.5277,0.744,211.63,0.068,0.3409,0.3342,0.4427,low 9414,Kenya,2024,urban,Health,Senior,55.0,1679833,0.2282,1296453,0.3408,441792,21,0.6126,0.8697,693.77,0.0906,0.4277,0.6601,0.5699,moderate 9415,Ghana,2020,capital,Security,Director,31.29,680135,0.2541,507336,0.3331,168973,9,0.5729,0.7817,798.33,0.0556,0.3786,0.3431,0.4817,low 9416,DRC,2021,urban,Justice,Junior,95.53,495465,0.4605,267311,0.1223,32700,4,0.5201,0.6876,123.11,0.0688,0.179,0.2118,0.3177,critical 9417,Uganda,2023,remote,Security,Mid_Level,47.48,414677,0.5573,183571,0.1198,21988,9,0.5382,0.793,279.68,0.0688,0.3282,0.4484,0.3597,low 9418,Tanzania,2020,urban,Education,Junior,59.53,1018692,0.3098,703138,0.2091,147016,9,0.5637,0.7918,273.37,0.0637,0.3048,0.3204,0.4286,low 9419,South Africa,2021,urban,Social_Services,Junior,60.54,3532953,0.2263,2733592,0.3398,928884,19,0.6522,0.7796,610.24,0.0752,0.4434,0.7642,0.5636,moderate 9420,Ghana,2022,rural,Security,Junior,32.62,878717,0.3613,561196,0.2201,123529,9,0.4683,0.6943,250.67,0.0529,0.3369,0.4336,0.4184,low 9421,Uganda,2018,capital,Health,Mid_Level,40.56,299573,0.3969,180685,0.1858,33578,8,0.5812,0.8034,188.32,0.0556,0.3663,0.3408,0.4085,low 9422,DRC,2025,rural,Security,Junior,108.36,698791,0.6,279516,0.1,27951,2,0.572,0.6682,131.48,0.049,0.233,0.1804,0.2716,critical 9423,Ghana,2021,urban,Health,Junior,31.94,889350,0.2762,643720,0.2382,153305,15,0.6235,0.807,266.96,0.0581,0.3179,0.4723,0.478,low 9424,Botswana,2019,urban,Infrastructure,Mid_Level,2.41,111931,0.1692,92995,0.4189,38954,16,0.5321,0.836,498.18,0.0916,0.5619,0.6672,0.6007,moderate 9425,Tanzania,2022,capital,Education,Mid_Level,63.15,1031330,0.2781,744540,0.2384,177487,9,0.5415,0.7082,244.33,0.0648,0.3374,0.3499,0.4375,low 9426,Ghana,2022,rural,Administration,Senior,32.62,921984,0.4223,532612,0.1994,106199,15,0.4795,0.8149,379.04,0.0536,0.3768,0.3348,0.4252,low 9427,Ghana,2022,capital,Agriculture,Junior,32.62,726587,0.1982,582586,0.2881,167859,11,0.5034,0.7613,177.23,0.0596,0.3144,0.3776,0.4834,low 9428,Mozambique,2019,rural,Administration,Junior,28.88,284894,0.4661,152104,0.1,15210,7,0.5389,0.628,91.81,0.0559,0.1796,0.2235,0.3105,critical 9429,Ethiopia,2025,remote,Agriculture,Junior,129.15,1701596,0.6,680638,0.1,68063,5,0.4843,0.5853,126.23,0.0615,0.1891,0.1695,0.2612,critical 9430,South Africa,2019,urban,Finance,Mid_Level,59.58,3471112,0.2589,2572409,0.3142,808136,22,0.5677,0.8906,497.79,0.0949,0.4403,0.5962,0.5561,moderate 9431,Ethiopia,2022,rural,Infrastructure,Junior,119.93,1602137,0.6,640854,0.127,81396,5,0.5845,0.6047,134.24,0.0708,0.1974,0.1967,0.2744,critical 9432,Nigeria,2023,urban,Education,Junior,224.39,5088968,0.3753,3179247,0.2409,765971,12,0.5047,0.7924,229.39,0.0667,0.3165,0.4331,0.4402,low 9433,Tanzania,2022,urban,Social_Services,Senior,63.15,1242549,0.3461,812488,0.2424,196965,9,0.5379,0.6838,468.96,0.0711,0.3116,0.3629,0.4166,low 9434,Ethiopia,2022,rural,Health,Junior,119.93,1523359,0.5771,644180,0.1229,79194,5,0.4754,0.7038,137.78,0.0528,0.2168,0.206,0.2968,critical 9435,South Africa,2024,urban,Health,Mid_Level,62.0,2885531,0.2248,2236758,0.2985,667629,22,0.5924,0.8543,530.04,0.0921,0.4651,0.5282,0.5509,moderate 9436,South Africa,2022,capital,Education,Junior,61.02,3644645,0.2116,2873356,0.4027,1157199,16,0.6285,0.8109,377.96,0.0943,0.4863,0.7476,0.5828,moderate 9437,South Africa,2019,urban,Health,Junior,59.58,3261147,0.2996,2284032,0.3908,892643,25,0.5392,0.9165,500.72,0.0738,0.4489,0.5499,0.5727,moderate 9438,Mozambique,2020,capital,Education,Junior,29.66,335115,0.3686,211586,0.1654,34994,5,0.5293,0.6891,119.56,0.0594,0.1866,0.2101,0.3547,low 9439,Rwanda,2024,rural,Health,Junior,14.0,396228,0.2536,295760,0.2642,78147,20,0.639,0.8367,615.82,0.0665,0.489,0.5421,0.5313,moderate 9440,Kenya,2018,urban,Administration,Junior,48.55,1938300,0.1917,1566652,0.2982,467173,13,0.5866,0.8701,521.35,0.0743,0.4813,0.706,0.5584,moderate 9441,Mozambique,2021,urban,Education,Senior,30.47,318020,0.4146,186165,0.1209,22498,7,0.5801,0.6697,171.69,0.057,0.2159,0.2251,0.3386,critical 9442,Ethiopia,2018,rural,Finance,Senior,108.65,1163963,0.6,465585,0.1137,52933,3,0.5595,0.6955,161.3,0.0636,0.2247,0.2356,0.2863,critical 9443,Mozambique,2018,remote,Security,Junior,28.12,310803,0.6,124321,0.1,12432,5,0.4659,0.6257,104.44,0.0632,0.1785,0.1602,0.2652,critical 9444,Uganda,2023,rural,Infrastructure,Director,47.48,430947,0.4609,232344,0.1233,28646,8,0.5739,0.6981,558.98,0.0703,0.3928,0.4589,0.3755,low 9445,Nigeria,2021,urban,Infrastructure,Junior,213.58,3635998,0.3776,2262984,0.2313,523442,11,0.4788,0.6865,295.99,0.0611,0.4002,0.4339,0.4273,low 9446,Kenya,2020,rural,Health,Junior,50.61,1548627,0.2716,1128025,0.2518,284092,22,0.6642,0.8894,613.91,0.068,0.5393,0.5885,0.5463,moderate 9447,Uganda,2018,urban,Health,Junior,40.56,328472,0.3878,201094,0.2156,43363,6,0.5828,0.7152,234.45,0.0531,0.3245,0.4034,0.402,low 9448,Rwanda,2021,capital,Education,Junior,13.04,426221,0.1705,353563,0.3425,121080,25,0.5554,0.7756,643.4,0.0758,0.5042,0.6925,0.5915,moderate 9449,South Africa,2020,capital,ICT,Junior,60.06,2722330,0.2674,1994382,0.3758,749539,22,0.556,0.7889,495.82,0.0784,0.525,0.5832,0.5613,moderate 9450,Nigeria,2022,rural,Health,Director,218.92,3790010,0.3847,2332127,0.1757,409798,8,0.5456,0.7124,600.38,0.0622,0.3212,0.3964,0.3964,low 9451,Nigeria,2025,capital,Administration,Junior,235.75,4011249,0.2919,2840168,0.2889,820411,8,0.453,0.7279,228.54,0.0582,0.3768,0.418,0.4579,low 9452,Botswana,2018,urban,ICT,Mid_Level,2.38,108080,0.2102,85365,0.35,29881,27,0.5747,0.8661,368.61,0.0811,0.4803,0.765,0.6069,moderate 9453,Tanzania,2021,urban,Education,Director,61.31,1154838,0.3121,794366,0.1918,152388,11,0.4881,0.7936,795.6,0.052,0.3849,0.3828,0.4432,low 9454,Uganda,2020,capital,Agriculture,Junior,43.2,345890,0.4282,197787,0.2189,43296,7,0.4819,0.7746,265.31,0.0482,0.3644,0.43,0.4108,low 9455,Nigeria,2024,urban,Infrastructure,Junior,230.0,4414321,0.317,3015090,0.2388,719862,8,0.5462,0.8101,296.05,0.0598,0.3701,0.4785,0.4568,low 9456,South Africa,2024,capital,Administration,Mid_Level,62.0,3151477,0.2469,2373493,0.4221,1001961,17,0.5048,0.7907,534.94,0.0944,0.5273,0.6266,0.5703,moderate 9457,Senegal,2021,capital,Education,Junior,16.62,342502,0.2109,270274,0.2931,79220,10,0.5418,0.6794,237.26,0.0663,0.3601,0.3708,0.4706,low 9458,Tanzania,2022,urban,Security,Director,63.15,1165902,0.3382,771577,0.2147,165688,11,0.5386,0.7028,684.42,0.0711,0.3306,0.3725,0.4224,low 9459,Ghana,2024,remote,Finance,Mid_Level,34.0,751255,0.4394,421148,0.1493,62868,8,0.5784,0.7699,231.68,0.0715,0.3194,0.3852,0.3834,low 9460,Rwanda,2021,urban,Education,Senior,13.04,401050,0.142,344111,0.3279,112818,31,0.5849,0.798,560.47,0.0756,0.5361,0.7446,0.6217,moderate 9461,Rwanda,2020,capital,Social_Services,Mid_Level,12.73,350639,0.1287,305494,0.3449,105373,26,0.5972,0.8315,399.87,0.0668,0.4748,0.6551,0.6068,moderate 9462,Ghana,2025,urban,Education,Junior,34.71,761109,0.3168,519991,0.2449,127325,14,0.5022,0.6843,243.44,0.0682,0.3356,0.4203,0.4452,low 9463,Kenya,2021,rural,Finance,Junior,51.68,1610267,0.2258,1246740,0.2106,262537,20,0.6489,0.8031,554.94,0.0872,0.4461,0.6369,0.525,moderate 9464,Rwanda,2023,remote,Administration,Senior,13.67,371828,0.2735,270140,0.1835,49569,30,0.6988,0.8833,531.09,0.0795,0.5543,0.7389,0.5643,moderate 9465,Uganda,2019,rural,Security,Junior,41.86,296753,0.4466,164226,0.1538,25252,7,0.5606,0.7953,236.39,0.0647,0.3819,0.4672,0.3985,low 9466,Nigeria,2025,rural,Justice,Senior,235.75,4219917,0.4177,2457155,0.1582,388605,11,0.5042,0.7496,294.8,0.065,0.3561,0.4653,0.4072,low 9467,Senegal,2020,remote,Social_Services,Mid_Level,16.18,375808,0.3753,234775,0.1516,35585,12,0.5547,0.7659,193.22,0.0635,0.3487,0.3982,0.4136,low 9468,Botswana,2020,urban,Administration,Junior,2.45,110360,0.1946,88882,0.3624,32208,28,0.5454,0.857,440.5,0.0888,0.4383,0.5283,0.5872,moderate 9469,Tanzania,2019,remote,Administration,Junior,57.79,1165790,0.4123,685105,0.1266,86725,6,0.4574,0.8139,269.44,0.0663,0.335,0.4502,0.3942,low 9470,Tanzania,2023,capital,Administration,Junior,65.05,1276585,0.3068,884982,0.2514,222486,8,0.548,0.694,241.24,0.0553,0.3249,0.4446,0.4372,low 9471,Mozambique,2022,remote,Social_Services,Junior,31.29,280196,0.6,112078,0.1,11207,7,0.4933,0.7076,91.66,0.0546,0.1993,0.1708,0.2857,critical 9472,Uganda,2024,capital,Administration,Junior,49.0,348897,0.3907,212577,0.1855,39426,8,0.5366,0.7181,289.52,0.0669,0.2985,0.3938,0.3956,low 9473,Tanzania,2025,urban,Security,Mid_Level,69.01,1120261,0.3118,771012,0.1894,145999,11,0.5232,0.6975,268.21,0.0643,0.3968,0.399,0.4311,low 9474,Kenya,2018,capital,Education,Junior,48.55,1492778,0.1518,1266123,0.3034,384192,13,0.6122,0.8846,542.14,0.0834,0.4615,0.5819,0.5574,moderate 9475,Botswana,2020,capital,Health,Mid_Level,2.45,100314,0.1614,84119,0.3941,33149,27,0.613,0.9156,484.02,0.0878,0.4766,0.6324,0.6239,moderate 9476,Ethiopia,2023,capital,Health,Junior,122.93,1381757,0.3463,903235,0.1456,131544,6,0.5518,0.6695,151.45,0.066,0.2024,0.1746,0.3529,low 9477,DRC,2023,rural,Security,Junior,101.74,681711,0.6,272684,0.1,27268,3,0.4576,0.6098,111.25,0.0702,0.1979,0.164,0.2602,critical 9478,Rwanda,2019,capital,Administration,Director,12.43,417280,0.1654,348267,0.3776,131515,30,0.578,0.8801,1242.12,0.0691,0.5231,0.6876,0.6311,moderate 9479,Botswana,2019,remote,Health,Senior,2.41,111471,0.2968,78388,0.1837,14398,26,0.6836,0.7971,718.56,0.0898,0.4857,0.5434,0.5092,moderate 9480,Kenya,2025,capital,Social_Services,Junior,56.15,1753182,0.1733,1449291,0.3666,531325,21,0.5167,0.7777,420.38,0.0859,0.4765,0.7427,0.5894,moderate 9481,Nigeria,2022,capital,Health,Senior,218.92,4694812,0.2556,3494618,0.2326,812685,12,0.4851,0.7894,328.1,0.0562,0.3112,0.348,0.4586,low 9482,DRC,2025,capital,Justice,Junior,108.36,593613,0.5462,269362,0.1367,36823,5,0.4683,0.67,118.36,0.0599,0.2222,0.2196,0.3048,critical 9483,South Africa,2021,urban,Social_Services,Mid_Level,60.54,3194374,0.2864,2279387,0.3257,742356,23,0.6581,0.8352,399.39,0.0811,0.4446,0.6301,0.5501,moderate 9484,Nigeria,2022,remote,Education,Senior,218.92,4927745,0.6,1971098,0.1115,219707,10,0.5,0.6981,480.31,0.059,0.321,0.3576,0.3254,critical 9485,Nigeria,2023,rural,Education,Junior,224.39,4818144,0.3825,2975387,0.1704,507033,10,0.4889,0.7512,202.08,0.0706,0.3828,0.4384,0.4168,low 9486,Kenya,2025,urban,Security,Mid_Level,56.15,1771007,0.2414,1343503,0.3446,462995,16,0.5264,0.9309,465.41,0.0838,0.4789,0.6007,0.5634,moderate 9487,Nigeria,2021,rural,Finance,Senior,213.58,4694895,0.4575,2547132,0.1436,365799,12,0.5234,0.7678,419.89,0.0719,0.3509,0.3544,0.3872,low 9488,Nigeria,2025,capital,Administration,Junior,235.75,4962027,0.2975,3485919,0.2653,924738,8,0.6004,0.7008,224.46,0.0624,0.3624,0.4514,0.4484,low 9489,Nigeria,2018,urban,Finance,Junior,198.33,4119971,0.3921,2504371,0.2252,564070,8,0.5433,0.737,273.45,0.0711,0.3532,0.4579,0.4199,low 9490,Kenya,2020,rural,Education,Director,50.61,1676549,0.2905,1189454,0.2194,260977,20,0.5969,0.8965,929.9,0.0671,0.4212,0.7384,0.5327,moderate 9491,Ethiopia,2024,rural,Health,Director,126.0,1639475,0.6,655790,0.1158,75913,5,0.4499,0.6703,285.88,0.0517,0.2388,0.2362,0.2895,critical 9492,Mozambique,2024,rural,Education,Senior,33.0,313714,0.5148,152217,0.1144,17417,5,0.5789,0.6612,145.7,0.0657,0.2187,0.1948,0.3029,critical 9493,Uganda,2022,urban,Social_Services,Mid_Level,46.01,366055,0.4547,199596,0.1792,35760,6,0.5073,0.8037,299.73,0.0621,0.319,0.4481,0.3934,low 9494,DRC,2020,remote,Health,Junior,92.57,493174,0.6,197269,0.1,19726,4,0.4562,0.6462,145.82,0.0613,0.2082,0.2378,0.2765,critical 9495,Senegal,2022,urban,Health,Junior,17.07,418109,0.2087,330859,0.273,90331,10,0.461,0.7601,211.15,0.0591,0.3958,0.4354,0.4882,low 9496,Ethiopia,2025,rural,Security,Junior,129.15,1456142,0.5091,714853,0.1259,89973,5,0.533,0.5939,97.14,0.0606,0.2395,0.2293,0.3027,critical 9497,Uganda,2020,capital,Education,Mid_Level,43.2,296922,0.3353,197365,0.2017,39813,9,0.4933,0.7261,202.5,0.0664,0.3566,0.3783,0.4215,low 9498,Senegal,2021,capital,Justice,Mid_Level,16.62,316817,0.1774,260614,0.284,74021,12,0.4821,0.7884,283.82,0.0622,0.3079,0.3471,0.4904,low 9499,Botswana,2022,urban,Education,Mid_Level,2.52,107912,0.1536,91341,0.3954,36112,24,0.5169,0.8759,471.85,0.0828,0.4425,0.718,0.6179,moderate 9500,Kenya,2021,rural,Finance,Senior,51.68,1848171,0.3037,1286802,0.2171,279302,19,0.6563,0.8028,740.44,0.0934,0.5032,0.7309,0.5196,moderate 9501,South Africa,2022,rural,Health,Mid_Level,61.02,3044956,0.3606,1946838,0.244,475021,21,0.5206,0.8371,483.59,0.0743,0.5038,0.7559,0.5249,moderate 9502,Rwanda,2021,rural,Security,Mid_Level,13.04,365915,0.1817,299443,0.261,78161,27,0.6638,0.8474,514.86,0.0891,0.4299,0.7438,0.5818,moderate 9503,Kenya,2025,rural,Social_Services,Junior,56.15,1711666,0.2892,1216643,0.2393,291200,18,0.5887,0.8755,381.57,0.0833,0.5608,0.7035,0.5403,moderate 9504,Rwanda,2019,rural,Health,Mid_Level,12.43,425173,0.2456,320758,0.2418,77559,21,0.5514,0.8153,465.12,0.0794,0.4192,0.589,0.5247,moderate 9505,Kenya,2025,rural,Health,Junior,56.15,2189184,0.3121,1506022,0.2051,308952,22,0.5936,0.8988,407.97,0.0846,0.4719,0.6465,0.5249,moderate 9506,South Africa,2025,rural,Health,Executive,62.5,3067885,0.3315,2050794,0.2255,462466,22,0.6625,0.8874,1951.65,0.0942,0.5369,0.7339,0.5387,moderate 9507,Botswana,2018,urban,Education,Junior,2.38,99487,0.1848,81102,0.3799,30810,26,0.6219,0.8033,472.78,0.0835,0.4172,0.5523,0.5812,moderate 9508,Botswana,2022,capital,ICT,Junior,2.52,108694,0.1691,90309,0.359,32418,25,0.6012,0.8851,379.66,0.0767,0.4989,0.7651,0.6191,moderate 9509,South Africa,2018,rural,Agriculture,Junior,59.11,3550379,0.2934,2508574,0.2774,695979,19,0.5691,0.8145,549.76,0.0807,0.5005,0.7096,0.5367,moderate 9510,South Africa,2018,capital,Infrastructure,Mid_Level,59.11,3085628,0.201,2465266,0.4138,1020030,14,0.5648,0.9061,542.08,0.0954,0.4725,0.5208,0.5734,moderate 9511,DRC,2023,urban,Security,Junior,101.74,663972,0.4945,335649,0.1039,34865,4,0.5043,0.5992,86.88,0.0664,0.2312,0.2031,0.2957,critical 9512,Ethiopia,2024,rural,Health,Senior,126.0,1536646,0.5737,655025,0.1112,72846,5,0.5831,0.6877,228.22,0.0698,0.203,0.1782,0.2882,critical 9513,Uganda,2019,urban,Infrastructure,Junior,41.86,364442,0.4633,195607,0.1846,36104,6,0.4674,0.7247,186.37,0.0492,0.3633,0.3844,0.3788,low 9514,Rwanda,2020,urban,Agriculture,Senior,12.73,347217,0.1903,281157,0.2903,81612,25,0.6791,0.8553,925.57,0.0959,0.4809,0.641,0.578,moderate 9515,Ethiopia,2020,capital,Social_Services,Mid_Level,114.15,1452201,0.3449,951341,0.187,177930,5,0.449,0.7054,96.1,0.0619,0.1922,0.2013,0.3682,low 9516,Senegal,2019,urban,Education,Mid_Level,15.76,329082,0.2811,236572,0.2488,58860,8,0.4524,0.7811,257.88,0.0592,0.3748,0.4121,0.4578,low 9517,Tanzania,2024,rural,Education,Junior,67.0,1133402,0.4524,620651,0.175,108589,8,0.4832,0.7481,296.84,0.0604,0.3421,0.3352,0.3806,low 9518,Rwanda,2018,urban,Agriculture,Mid_Level,12.14,336765,0.1423,288844,0.3151,91005,23,0.6489,0.8246,412.21,0.0816,0.5043,0.7746,0.6023,moderate 9519,Uganda,2023,rural,Agriculture,Junior,47.48,359945,0.466,192226,0.1603,30817,9,0.5955,0.7993,301.56,0.0497,0.3603,0.3888,0.3909,low 9520,South Africa,2023,rural,Health,Mid_Level,61.51,3500102,0.3879,2142353,0.2256,483389,19,0.602,0.8451,547.88,0.0671,0.4961,0.5409,0.4874,low 9521,Senegal,2021,rural,Education,Junior,16.62,340868,0.381,211010,0.2024,42706,8,0.4695,0.6863,230.85,0.0484,0.3543,0.4214,0.4059,low 9522,Ethiopia,2021,rural,Education,Junior,117.0,1501797,0.6,600718,0.1,60071,6,0.4739,0.6289,146.1,0.0564,0.2413,0.2057,0.279,critical 9523,Botswana,2021,urban,Infrastructure,Junior,2.49,98366,0.1584,82787,0.3863,31978,18,0.5244,0.8388,462.49,0.079,0.5262,0.6959,0.6,moderate 9524,South Africa,2018,urban,Infrastructure,Director,59.11,2727785,0.2919,1931556,0.3209,619844,17,0.5513,0.9329,1612.48,0.0813,0.491,0.6001,0.5488,moderate 9525,Uganda,2021,remote,Education,Junior,44.58,378212,0.6,151284,0.1,15128,7,0.475,0.8108,314.11,0.0632,0.3998,0.3958,0.3437,critical 9526,Ethiopia,2025,capital,Social_Services,Junior,129.15,1470447,0.3735,921250,0.1687,155416,3,0.4417,0.6883,90.7,0.0513,0.21,0.1992,0.3505,low 9527,Mozambique,2020,urban,Education,Mid_Level,29.66,266218,0.5161,128820,0.1273,16404,7,0.5987,0.6234,95.37,0.0651,0.2194,0.1729,0.303,critical 9528,South Africa,2024,rural,Health,Senior,62.0,3211858,0.363,2045857,0.2733,559166,24,0.6524,0.8249,645.77,0.0782,0.5409,0.6365,0.529,moderate 9529,Kenya,2024,remote,Security,Junior,55.0,1911433,0.3492,1244040,0.1452,180657,21,0.5579,0.7849,498.48,0.0732,0.5091,0.7107,0.4912,low 9530,Kenya,2024,remote,Justice,Director,55.0,1731384,0.3943,1048638,0.1913,200615,18,0.6576,0.9043,1181.41,0.0754,0.5513,0.7458,0.5096,moderate 9531,Ghana,2022,urban,Health,Junior,32.62,721636,0.2808,518997,0.2633,136635,15,0.5272,0.7001,275.83,0.062,0.3267,0.4512,0.4659,low 9532,Rwanda,2021,capital,Agriculture,Junior,13.04,401681,0.1309,349111,0.3043,106238,27,0.6092,0.8072,521.87,0.0944,0.4819,0.5286,0.583,moderate 9533,Rwanda,2019,capital,Security,Junior,12.43,338231,0.1588,284505,0.3503,99653,21,0.5535,0.8586,606.17,0.0815,0.5186,0.7146,0.6025,moderate 9534,Ethiopia,2022,remote,Health,Junior,119.93,1295868,0.6,518347,0.1,51834,5,0.5037,0.7083,125.59,0.05,0.1975,0.185,0.282,critical 9535,Tanzania,2021,urban,Finance,Mid_Level,61.31,1201008,0.2825,861756,0.2427,209185,9,0.4692,0.7061,310.46,0.0654,0.3661,0.3576,0.4409,low 9536,Senegal,2020,rural,Justice,Senior,16.18,406850,0.2801,292888,0.1666,48796,12,0.5938,0.7777,272.76,0.052,0.3237,0.4791,0.4485,low 9537,Ghana,2020,rural,Education,Senior,31.29,868221,0.3784,539703,0.2197,118545,13,0.5489,0.8021,266.98,0.0704,0.376,0.4619,0.4469,low 9538,Ghana,2020,rural,Agriculture,Director,31.29,666562,0.3906,406204,0.178,72285,14,0.5465,0.7122,599.21,0.0553,0.3776,0.4179,0.4182,low 9539,Senegal,2019,capital,Social_Services,Mid_Level,15.76,385412,0.2018,307621,0.2874,88407,12,0.545,0.7408,193.21,0.0482,0.3878,0.3952,0.4908,low 9540,Senegal,2020,rural,Administration,Junior,16.18,370045,0.2852,264516,0.1531,40503,10,0.4895,0.7617,234.73,0.0512,0.3736,0.4603,0.4396,low 9541,Mozambique,2021,remote,Social_Services,Senior,30.47,307000,0.6,122800,0.1,12280,4,0.5351,0.7115,156.76,0.0565,0.2323,0.1859,0.2836,critical 9542,Uganda,2025,remote,Health,Mid_Level,50.57,380147,0.6,152058,0.1,15205,7,0.4907,0.7205,295.79,0.0654,0.3001,0.3882,0.3194,critical 9543,Kenya,2021,urban,Education,Senior,51.68,2045905,0.2278,1579822,0.3135,495237,19,0.5203,0.8032,704.12,0.0798,0.5219,0.5585,0.5474,moderate 9544,Ethiopia,2023,remote,Agriculture,Junior,122.93,1649660,0.6,659864,0.1,65986,4,0.5687,0.6907,103.68,0.06,0.1791,0.2112,0.2776,critical 9545,Uganda,2019,rural,Security,Junior,41.86,288643,0.5071,142268,0.1408,20032,9,0.5907,0.8169,319.98,0.0505,0.3165,0.3305,0.3682,low 9546,Ghana,2025,remote,Health,Senior,34.71,814779,0.3782,506597,0.1647,83440,10,0.538,0.7177,413.48,0.0718,0.3091,0.3241,0.3926,low 9547,Ghana,2018,capital,Agriculture,Junior,30.01,645490,0.2635,475380,0.2752,130818,16,0.581,0.8035,322.05,0.068,0.3474,0.4029,0.4885,low 9548,Rwanda,2025,rural,Finance,Junior,14.34,493878,0.2421,374285,0.2642,98900,29,0.5361,0.9169,415.31,0.0678,0.4253,0.6294,0.571,moderate 9549,Tanzania,2023,urban,Finance,Senior,65.05,1069823,0.2664,784856,0.1929,151418,11,0.6173,0.6868,383.54,0.0515,0.3673,0.348,0.4337,low 9550,Mozambique,2021,remote,Infrastructure,Junior,30.47,286558,0.6,114623,0.1,11462,6,0.5676,0.5923,111.04,0.0548,0.1825,0.2169,0.2688,critical 9551,Botswana,2024,urban,Infrastructure,Mid_Level,2.6,129670,0.1593,109009,0.3615,39405,20,0.558,0.8547,626.8,0.0742,0.4542,0.6091,0.5851,moderate 9552,Senegal,2019,capital,ICT,Mid_Level,15.76,369459,0.1774,303911,0.2313,70284,9,0.4642,0.7102,291.87,0.0669,0.3028,0.4181,0.4646,low 9553,Uganda,2019,rural,Finance,Junior,41.86,369610,0.5094,181324,0.1358,24621,5,0.5473,0.7913,203.89,0.0631,0.3078,0.4493,0.3635,low 9554,South Africa,2019,rural,Agriculture,Senior,59.58,3155343,0.3098,2177723,0.2842,618971,22,0.6046,0.8116,770.13,0.0653,0.5412,0.6804,0.5425,moderate 9555,Senegal,2021,capital,Social_Services,Mid_Level,16.62,383014,0.2293,295204,0.2451,72359,9,0.5499,0.7494,301.84,0.0565,0.3944,0.3605,0.4644,low 9556,Kenya,2025,remote,Health,Mid_Level,56.15,1932897,0.318,1318253,0.1548,204033,20,0.6262,0.8483,477.44,0.0711,0.5373,0.5692,0.4971,low 9557,Ethiopia,2018,urban,Education,Junior,108.65,1233490,0.4824,638427,0.1373,87673,5,0.4569,0.641,154.67,0.0683,0.1812,0.2155,0.3121,critical 9558,Botswana,2022,urban,Security,Director,2.52,125362,0.1724,103752,0.3285,34086,19,0.612,0.8221,1091.07,0.0908,0.5574,0.6684,0.5824,moderate 9559,Ethiopia,2023,urban,Health,Junior,122.93,1350210,0.3882,826083,0.1492,123231,3,0.5315,0.5896,155.28,0.0621,0.2042,0.1695,0.3235,critical 9560,Rwanda,2021,urban,Education,Director,13.04,336338,0.1375,290084,0.3708,107568,19,0.5538,0.9147,1111.18,0.0913,0.4938,0.5214,0.5945,moderate 9561,South Africa,2021,urban,Infrastructure,Mid_Level,60.54,2919043,0.2183,2281960,0.3453,788053,17,0.648,0.7899,356.71,0.0937,0.495,0.6299,0.5552,moderate 9562,DRC,2020,remote,Education,Junior,92.57,487315,0.6,194926,0.1,19492,4,0.4442,0.628,110.31,0.0659,0.1918,0.2341,0.2718,critical 9563,Botswana,2019,urban,Justice,Mid_Level,2.41,123328,0.1643,103060,0.3817,39334,25,0.6525,0.8517,518.05,0.0942,0.5406,0.746,0.6233,moderate 9564,Kenya,2025,rural,Education,Junior,56.15,2232656,0.301,1560693,0.257,401029,16,0.5992,0.8824,474.31,0.0819,0.4723,0.6745,0.526,moderate 9565,Uganda,2020,urban,Finance,Director,43.2,383388,0.4458,212487,0.1703,36178,5,0.4904,0.7065,575.03,0.0616,0.3172,0.3637,0.3677,low 9566,DRC,2023,capital,Infrastructure,Junior,101.74,552636,0.5013,275580,0.1426,39306,3,0.5169,0.7096,154.79,0.0543,0.2232,0.1735,0.3139,critical 9567,Nigeria,2019,rural,Social_Services,Director,203.29,3615846,0.4488,1993225,0.1589,316704,9,0.5895,0.7919,793.92,0.0675,0.3571,0.4329,0.3978,low 9568,South Africa,2025,capital,Finance,Junior,62.5,3426258,0.2003,2739932,0.3595,984926,21,0.6516,0.8502,622.57,0.0787,0.4351,0.6571,0.579,moderate 9569,Kenya,2022,urban,Education,Junior,52.76,1906318,0.1751,1572471,0.3283,516303,17,0.5148,0.7978,557.51,0.088,0.5178,0.5642,0.5587,moderate 9570,Ghana,2023,remote,Education,Senior,33.3,710570,0.3796,440866,0.1302,57403,14,0.5813,0.6838,388.96,0.0557,0.3195,0.4296,0.4001,low 9571,Ethiopia,2022,rural,Security,Mid_Level,119.93,1284692,0.6,513876,0.107,54973,4,0.4413,0.5972,89.84,0.0489,0.18,0.212,0.2655,critical 9572,Senegal,2024,urban,Infrastructure,Director,18.0,395093,0.2838,282951,0.2792,78989,9,0.6054,0.7103,579.19,0.0687,0.3371,0.3867,0.4503,low 9573,Rwanda,2022,urban,Finance,Junior,13.35,437544,0.1573,368734,0.3717,137043,25,0.5339,0.896,472.27,0.085,0.544,0.6073,0.6156,moderate 9574,Tanzania,2024,capital,Administration,Junior,67.0,1090028,0.3015,761393,0.2351,179038,10,0.5239,0.7301,244.57,0.0666,0.3074,0.3847,0.4371,low 9575,Rwanda,2022,remote,Social_Services,Junior,13.35,404489,0.2868,288489,0.1508,43495,18,0.5566,0.8035,402.95,0.0822,0.5502,0.5814,0.4947,low 9576,Botswana,2023,capital,Justice,Junior,2.56,124304,0.1367,107306,0.4591,49259,23,0.5446,0.8085,354.2,0.0835,0.4409,0.7354,0.627,moderate 9577,Ethiopia,2021,urban,Agriculture,Senior,117.0,1343153,0.491,683601,0.1687,115349,5,0.4681,0.6132,139.7,0.066,0.1916,0.1788,0.3109,critical 9578,South Africa,2018,urban,Agriculture,Junior,59.11,3142383,0.2809,2259825,0.3577,808300,15,0.6197,0.8326,625.3,0.0917,0.5106,0.6505,0.5477,moderate 9579,DRC,2024,rural,Infrastructure,Junior,105.0,685632,0.6,274252,0.1,27425,4,0.5511,0.671,130.58,0.0572,0.2004,0.184,0.2741,critical 9580,DRC,2023,remote,Education,Mid_Level,101.74,612976,0.6,245190,0.1,24519,4,0.449,0.6137,143.51,0.0651,0.1865,0.1832,0.264,critical 9581,Ethiopia,2018,urban,Security,Mid_Level,108.65,1352076,0.5256,641460,0.1728,110857,4,0.5772,0.7137,150.48,0.0601,0.2112,0.1817,0.3182,critical 9582,Uganda,2025,rural,Security,Junior,50.57,460184,0.5586,203145,0.1588,32250,9,0.502,0.8004,194.54,0.0658,0.3577,0.4598,0.3744,low 9583,Uganda,2021,capital,Education,Junior,44.58,366538,0.2884,260815,0.2242,58462,5,0.4597,0.761,246.65,0.0652,0.3093,0.3835,0.4299,low 9584,Kenya,2024,capital,Administration,Executive,55.0,1699234,0.1593,1428513,0.3362,480267,17,0.5724,0.9262,1640.17,0.0755,0.4503,0.6831,0.589,moderate 9585,Uganda,2023,capital,Justice,Mid_Level,47.48,353225,0.2967,248414,0.2221,55171,8,0.5894,0.7458,245.25,0.0607,0.3867,0.3841,0.4403,low 9586,Rwanda,2018,capital,Health,Junior,12.14,326379,0.1405,280531,0.3848,107952,25,0.597,0.7721,471.83,0.0786,0.5064,0.712,0.6112,moderate 9587,Kenya,2022,rural,Health,Junior,52.76,1741158,0.292,1232697,0.2105,259533,17,0.6036,0.8331,478.48,0.0806,0.495,0.6241,0.509,moderate 9588,South Africa,2025,urban,Justice,Junior,62.5,3002015,0.2365,2291928,0.3338,765006,23,0.6651,0.8332,452.44,0.0641,0.5471,0.6238,0.5739,moderate 9589,Kenya,2022,urban,Education,Senior,52.76,2037133,0.2086,1612267,0.3225,519917,22,0.6451,0.7735,741.76,0.0796,0.5596,0.7571,0.5812,moderate 9590,Mozambique,2025,urban,Education,Mid_Level,33.89,294060,0.4211,170236,0.1388,23636,5,0.5178,0.6836,125.03,0.0637,0.1908,0.1953,0.3331,critical 9591,Rwanda,2022,urban,Security,Junior,13.35,375764,0.1602,315575,0.2941,92818,31,0.5961,0.8986,407.41,0.0815,0.4338,0.6243,0.6016,moderate 9592,Senegal,2020,urban,Security,Junior,16.18,407265,0.235,311546,0.2237,69680,7,0.5285,0.7506,214.35,0.0589,0.3909,0.3415,0.4505,low 9593,Nigeria,2023,remote,Administration,Senior,224.39,4415001,0.5206,2116429,0.1264,267473,10,0.5124,0.7377,460.12,0.0539,0.3976,0.3518,0.362,low 9594,South Africa,2019,rural,Education,Junior,59.58,2836527,0.3189,1931821,0.241,465521,23,0.5344,0.8223,500.12,0.0859,0.4877,0.6531,0.5254,moderate 9595,Botswana,2019,urban,Security,Junior,2.41,119997,0.187,97555,0.3175,30978,28,0.54,0.8478,619.02,0.0936,0.5426,0.6124,0.5953,moderate 9596,Ghana,2019,rural,Social_Services,Director,30.64,742136,0.3376,491586,0.225,110621,12,0.6069,0.7507,754.32,0.0502,0.3088,0.3725,0.4326,low 9597,Rwanda,2024,urban,Education,Junior,14.0,401174,0.1655,334783,0.3582,119919,22,0.6073,0.8602,648.93,0.0907,0.539,0.5978,0.5959,moderate 9598,Tanzania,2021,remote,Infrastructure,Mid_Level,61.31,1057191,0.5486,477227,0.1277,60939,7,0.4619,0.7991,269.46,0.0593,0.36,0.4207,0.3602,low 9599,DRC,2022,remote,Finance,Mid_Level,98.59,660196,0.6,264078,0.1,26407,3,0.4765,0.682,139.72,0.0564,0.2055,0.211,0.2765,critical 9600,Nigeria,2019,rural,Infrastructure,Junior,203.29,3866566,0.5382,1785412,0.1587,283288,9,0.4927,0.7914,257.81,0.0591,0.3429,0.4704,0.3776,low 9601,Ghana,2020,rural,Health,Junior,31.29,870117,0.4179,506473,0.2022,102420,13,0.6338,0.8224,195.57,0.0658,0.3912,0.3754,0.4286,low 9602,Ethiopia,2021,urban,Security,Mid_Level,117.0,1321392,0.4901,673791,0.1316,88643,5,0.4843,0.6384,104.89,0.0565,0.2261,0.1649,0.3077,critical 9603,Ghana,2021,remote,Education,Mid_Level,31.94,739062,0.3711,464829,0.1277,59353,14,0.5474,0.6993,275.39,0.0677,0.3115,0.4176,0.402,low 9604,DRC,2019,capital,Security,Mid_Level,89.7,564277,0.4621,303501,0.1091,33109,3,0.4841,0.6634,93.72,0.0536,0.238,0.2086,0.3134,critical 9605,South Africa,2019,capital,Security,Senior,59.58,3357367,0.2074,2660932,0.4235,1126921,14,0.5228,0.8302,893.06,0.0817,0.5464,0.6776,0.5859,moderate 9606,Kenya,2023,urban,Infrastructure,Junior,53.87,1820836,0.1862,1481770,0.2906,430625,20,0.5984,0.9191,439.76,0.0669,0.4232,0.6349,0.5698,moderate 9607,Senegal,2021,remote,Infrastructure,Junior,16.62,379921,0.3708,239050,0.1283,30669,12,0.6239,0.759,206.02,0.0627,0.3684,0.4192,0.412,low 9608,Mozambique,2025,capital,Health,Junior,33.89,309016,0.3682,195233,0.1359,26523,5,0.4625,0.6827,85.39,0.0541,0.2236,0.198,0.349,critical 9609,Ghana,2022,remote,ICT,Mid_Level,32.62,799396,0.4964,402596,0.1254,50496,15,0.505,0.81,315.42,0.0503,0.3671,0.3401,0.387,low 9610,Mozambique,2019,capital,Justice,Junior,28.88,300299,0.4582,162690,0.1481,24090,6,0.5909,0.6317,94.73,0.0586,0.2077,0.2153,0.3245,critical 9611,Kenya,2020,urban,Security,Senior,50.61,1923596,0.2104,1518780,0.2992,454457,16,0.5699,0.8266,762.98,0.0929,0.5298,0.5506,0.5442,moderate 9612,Kenya,2020,capital,Agriculture,Junior,50.61,2001365,0.1444,1712459,0.3124,535005,14,0.5091,0.9347,485.91,0.0784,0.5216,0.5559,0.575,moderate 9613,Uganda,2021,urban,Infrastructure,Junior,44.58,312905,0.3624,199509,0.2201,43918,8,0.4603,0.6869,184.37,0.0522,0.3231,0.4578,0.4156,low 9614,Uganda,2024,rural,Health,Director,49.0,413219,0.5476,186954,0.1467,27426,9,0.456,0.6989,547.13,0.0709,0.3806,0.3263,0.3478,critical 9615,Uganda,2024,capital,Health,Mid_Level,49.0,333222,0.3422,219181,0.2092,45858,9,0.4721,0.7161,215.91,0.0696,0.3565,0.3662,0.4189,low 9616,Ethiopia,2025,capital,Justice,Mid_Level,129.15,1345818,0.3941,815397,0.1675,136613,3,0.5264,0.6808,124.64,0.059,0.2375,0.2131,0.348,critical 9617,Senegal,2024,rural,ICT,Mid_Level,18.0,352793,0.3803,218610,0.1841,40255,10,0.5291,0.7875,179.81,0.059,0.3479,0.3685,0.4157,low 9618,South Africa,2025,urban,Education,Junior,62.5,3164917,0.2681,2316297,0.2955,684505,24,0.6622,0.8143,520.14,0.0717,0.4815,0.5628,0.5434,moderate 9619,Rwanda,2019,rural,Health,Junior,12.43,413956,0.2582,307053,0.2074,63681,26,0.6335,0.771,450.48,0.0937,0.4719,0.7547,0.5406,moderate 9620,DRC,2021,remote,Finance,Junior,95.53,562464,0.6,224985,0.1,22498,3,0.4944,0.7078,102.58,0.0571,0.1848,0.2227,0.2794,critical 9621,Ghana,2021,remote,Security,Junior,31.94,807974,0.405,480781,0.1497,71985,10,0.4645,0.6804,322.91,0.0633,0.3699,0.4676,0.397,low 9622,Nigeria,2025,urban,Security,Mid_Level,235.75,4338883,0.2754,3144002,0.1965,617859,10,0.5881,0.7581,211.53,0.0687,0.3817,0.4088,0.4481,low 9623,Kenya,2025,capital,Infrastructure,Junior,56.15,1816876,0.1664,1514561,0.336,508946,22,0.6185,0.8279,460.77,0.0924,0.4807,0.638,0.5835,moderate 9624,Rwanda,2023,capital,Administration,Senior,13.67,369123,0.117,325917,0.3609,117609,29,0.6949,0.9058,652.07,0.07,0.4785,0.7285,0.64,moderate 9625,Senegal,2019,urban,Education,Junior,15.76,392154,0.1957,315411,0.2703,85260,12,0.5352,0.7159,315.63,0.0608,0.3947,0.3327,0.4788,low 9626,Senegal,2021,urban,Health,Junior,16.62,346381,0.2538,258456,0.232,59971,12,0.4722,0.6785,313.32,0.0541,0.3556,0.3675,0.4486,low 9627,South Africa,2020,remote,Health,Mid_Level,60.06,3547344,0.398,2135521,0.217,463480,21,0.5468,0.9137,468.87,0.0707,0.4954,0.5869,0.5025,moderate 9628,DRC,2020,rural,Health,Mid_Level,92.57,554095,0.6,221638,0.1,22163,2,0.5764,0.6193,122.77,0.0705,0.2145,0.1623,0.2606,critical 9629,Tanzania,2025,urban,Justice,Junior,69.01,1247818,0.3445,817999,0.1957,160046,9,0.4861,0.7555,251.57,0.0603,0.3259,0.3838,0.4196,low 9630,Senegal,2022,remote,Agriculture,Junior,17.07,326608,0.4511,179286,0.1188,21302,8,0.5371,0.8085,259.84,0.0561,0.3631,0.4692,0.3914,low 9631,Kenya,2025,rural,Administration,Mid_Level,56.15,1959954,0.3192,1334334,0.219,292276,18,0.5237,0.9232,384.86,0.0758,0.4825,0.5558,0.5123,moderate 9632,Ethiopia,2023,rural,Social_Services,Junior,122.93,1295106,0.6,518042,0.1205,62424,5,0.5604,0.6203,146.55,0.0672,0.2143,0.1653,0.2736,critical 9633,Uganda,2019,rural,Education,Mid_Level,41.86,302637,0.508,148888,0.1357,20203,5,0.5718,0.6871,244.04,0.0538,0.3603,0.3817,0.3467,critical 9634,DRC,2023,urban,Health,Senior,101.74,553057,0.5768,234033,0.1176,27510,4,0.5794,0.6199,184.85,0.0713,0.2362,0.2353,0.2853,critical 9635,Uganda,2025,rural,Education,Junior,50.57,417689,0.5762,176999,0.1274,22544,8,0.5408,0.6936,276.21,0.0486,0.2982,0.456,0.3372,critical 9636,Nigeria,2019,rural,Health,Mid_Level,203.29,4128020,0.4006,2474190,0.1429,353569,8,0.4671,0.7854,239.99,0.0674,0.3266,0.3315,0.3892,low 9637,Botswana,2021,capital,ICT,Mid_Level,2.49,114917,0.1585,96703,0.3977,38455,17,0.5935,0.8159,422.64,0.0842,0.4319,0.7703,0.5949,moderate 9638,Mozambique,2018,rural,Agriculture,Mid_Level,28.12,272782,0.5879,112416,0.1138,12788,6,0.5959,0.6622,95.38,0.068,0.2397,0.1628,0.2861,critical 9639,South Africa,2019,urban,Health,Junior,59.58,2790052,0.2777,2015172,0.3827,771107,25,0.5884,0.774,536.66,0.0735,0.4559,0.6879,0.5692,moderate 9640,Mozambique,2025,rural,Infrastructure,Senior,33.89,350964,0.6,140385,0.107,15026,5,0.5907,0.7046,144.33,0.0645,0.1853,0.1705,0.2805,critical 9641,Senegal,2018,urban,Agriculture,Junior,15.34,293853,0.2246,227855,0.2374,54083,14,0.5806,0.7573,260.87,0.0531,0.32,0.3873,0.4725,low 9642,Ghana,2020,urban,Social_Services,Mid_Level,31.29,694829,0.2622,512628,0.2686,137688,9,0.5271,0.6788,277.78,0.0581,0.3909,0.347,0.4497,low 9643,Senegal,2024,capital,Education,Mid_Level,18.0,397452,0.2538,296589,0.2965,87937,12,0.625,0.6775,273.87,0.0626,0.3701,0.3637,0.4657,low 9644,Botswana,2021,urban,Administration,Executive,2.49,97027,0.1819,79376,0.3314,26302,19,0.5437,0.8672,1636.41,0.0715,0.5139,0.6767,0.584,moderate 9645,Mozambique,2024,urban,Education,Junior,33.0,377467,0.4787,196759,0.1495,29407,7,0.4834,0.6901,142.75,0.0695,0.1899,0.1847,0.3262,critical 9646,Botswana,2020,rural,Education,Junior,2.45,98444,0.2564,73200,0.2738,20045,21,0.6185,0.8032,519.82,0.0743,0.4756,0.7654,0.5514,moderate 9647,Tanzania,2021,capital,Health,Senior,61.31,1234818,0.2575,916840,0.2443,223951,11,0.5002,0.7159,310.74,0.0702,0.3217,0.4506,0.4588,low 9648,Ethiopia,2023,capital,Administration,Junior,122.93,1450196,0.4332,821915,0.1728,142014,6,0.541,0.6907,110.53,0.071,0.2355,0.179,0.3449,critical 9649,Nigeria,2023,capital,Finance,Mid_Level,224.39,4526955,0.2691,3308654,0.2383,788434,8,0.6038,0.8103,305.23,0.0557,0.3752,0.4527,0.4666,low 9650,Nigeria,2018,rural,Agriculture,Junior,198.33,3729325,0.5097,1828569,0.1902,347725,8,0.598,0.8147,241.31,0.0495,0.3517,0.3855,0.3861,low 9651,Kenya,2023,capital,Education,Junior,53.87,1615644,0.1689,1342777,0.3377,453417,21,0.5085,0.8576,628.04,0.0951,0.4614,0.6933,0.5888,moderate 9652,Uganda,2018,rural,ICT,Mid_Level,40.56,288275,0.4909,146767,0.1212,17781,5,0.5155,0.7549,214.83,0.0653,0.3461,0.3588,0.3538,low 9653,Botswana,2020,capital,Administration,Junior,2.45,112609,0.1813,92187,0.3636,33522,23,0.5559,0.8911,398.6,0.0783,0.4865,0.5731,0.5927,moderate 9654,Ethiopia,2018,urban,Education,Mid_Level,108.65,1427141,0.4265,818485,0.1476,120841,3,0.5421,0.6906,89.28,0.0645,0.2239,0.1936,0.3331,critical 9655,Rwanda,2023,rural,Agriculture,Executive,13.67,382079,0.2053,303638,0.2003,60809,20,0.6511,0.9155,2014.34,0.0751,0.498,0.6954,0.5554,moderate 9656,Senegal,2021,urban,Health,Junior,16.62,320806,0.202,256006,0.2566,65682,12,0.5122,0.816,235.05,0.0481,0.3719,0.4585,0.4991,low 9657,Nigeria,2023,rural,Infrastructure,Mid_Level,224.39,3888101,0.4476,2147886,0.186,399473,7,0.4605,0.7182,283.59,0.0705,0.3219,0.3404,0.3761,low 9658,South Africa,2025,rural,Infrastructure,Mid_Level,62.5,3356198,0.2834,2405027,0.2664,640668,22,0.6591,0.8581,589.01,0.0923,0.4229,0.5721,0.529,moderate 9659,Mozambique,2020,rural,Infrastructure,Mid_Level,29.66,279154,0.6,111661,0.1124,12547,7,0.4842,0.6809,132.91,0.0705,0.2188,0.2018,0.2898,critical 9660,South Africa,2021,rural,Education,Senior,60.54,3401089,0.39,2074706,0.2264,469805,19,0.6271,0.8256,682.67,0.0793,0.528,0.643,0.4976,low 9661,DRC,2018,urban,Infrastructure,Junior,86.92,554282,0.4336,313971,0.1128,35407,4,0.5607,0.64,154.76,0.0642,0.2076,0.1907,0.3156,critical 9662,Nigeria,2022,rural,ICT,Junior,218.92,4187476,0.4629,2249284,0.1683,378545,8,0.4967,0.753,297.0,0.0663,0.3403,0.3718,0.3805,low 9663,Nigeria,2020,rural,Education,Junior,208.37,3700965,0.4637,1984982,0.1749,347224,11,0.4821,0.6812,273.25,0.068,0.3503,0.3862,0.3811,low 9664,Kenya,2018,capital,Justice,Junior,48.55,1844638,0.1728,1525975,0.3791,578453,17,0.5199,0.7767,543.38,0.0777,0.518,0.675,0.5799,moderate 9665,Nigeria,2021,urban,Health,Junior,213.58,4041239,0.4035,2410595,0.2373,571982,11,0.5506,0.7179,255.02,0.0493,0.3008,0.4158,0.4153,low 9666,Tanzania,2020,remote,Health,Mid_Level,59.53,1192957,0.4597,644554,0.1056,68070,10,0.4654,0.8161,224.52,0.0497,0.3464,0.3701,0.3806,low 9667,Uganda,2019,capital,Infrastructure,Mid_Level,41.86,383488,0.4098,226318,0.226,51151,5,0.4506,0.7576,256.17,0.067,0.3785,0.4315,0.4112,low 9668,DRC,2019,capital,Infrastructure,Junior,89.7,581676,0.5729,248438,0.11,27330,2,0.5733,0.6979,92.56,0.0508,0.1876,0.1717,0.2799,critical 9669,Ethiopia,2020,remote,Education,Junior,114.15,1265055,0.6,506022,0.1,50602,5,0.5046,0.6135,127.85,0.0632,0.2351,0.1746,0.2705,critical 9670,South Africa,2022,urban,Security,Mid_Level,61.02,3285164,0.2611,2427491,0.3653,886650,20,0.5114,0.8328,496.84,0.0671,0.4947,0.5511,0.5555,moderate 9671,Nigeria,2019,remote,Education,Senior,203.29,4462108,0.6,1784843,0.1234,220299,11,0.5976,0.703,323.66,0.0587,0.3909,0.3571,0.3386,critical 9672,Ethiopia,2021,urban,Security,Mid_Level,117.0,1481099,0.4175,862754,0.1571,135501,4,0.5102,0.7049,121.67,0.0573,0.2214,0.1982,0.3426,critical 9673,Botswana,2023,rural,Justice,Mid_Level,2.56,107578,0.2743,78066,0.2308,18021,27,0.6749,0.832,452.57,0.0696,0.5414,0.5295,0.5385,moderate 9674,Nigeria,2021,urban,Finance,Senior,213.58,3821437,0.3109,2633428,0.2491,656009,8,0.4976,0.8054,302.98,0.0483,0.3144,0.4145,0.4483,low 9675,Rwanda,2018,rural,Education,Mid_Level,12.14,374001,0.2223,290863,0.263,76491,30,0.6441,0.7781,376.01,0.0878,0.5052,0.7594,0.5783,moderate 9676,DRC,2018,rural,Finance,Junior,86.92,510554,0.5924,208079,0.1,20807,4,0.5148,0.6689,131.05,0.0706,0.1804,0.184,0.2737,critical 9677,Mozambique,2023,rural,Health,Junior,32.13,326037,0.5789,137303,0.1134,15568,7,0.5364,0.6097,119.32,0.0693,0.21,0.1878,0.2824,critical 9678,Rwanda,2020,capital,Infrastructure,Mid_Level,12.73,324869,0.1174,286721,0.3381,96933,21,0.6707,0.8295,502.94,0.0931,0.517,0.7058,0.6044,moderate 9679,Rwanda,2021,urban,Administration,Junior,13.04,346084,0.1376,298456,0.3715,110875,29,0.6274,0.8714,415.89,0.087,0.5437,0.5221,0.6183,moderate 9680,Rwanda,2019,remote,ICT,Senior,12.43,322499,0.2995,225924,0.1569,35440,27,0.5267,0.7871,886.76,0.0814,0.449,0.621,0.5069,moderate 9681,Botswana,2022,capital,Education,Mid_Level,2.52,125898,0.1604,105706,0.4492,47479,20,0.6471,0.8272,482.2,0.0677,0.4935,0.7692,0.6226,moderate 9682,Uganda,2020,rural,Administration,Mid_Level,43.2,349484,0.6,139793,0.1268,17731,5,0.5296,0.7168,269.83,0.0486,0.3243,0.4339,0.3275,critical 9683,Mozambique,2025,urban,Health,Mid_Level,33.89,314277,0.4696,166704,0.1211,20186,4,0.5302,0.607,102.4,0.0642,0.2086,0.1858,0.3034,critical 9684,Mozambique,2018,rural,Justice,Junior,28.12,248096,0.5495,111776,0.1,11177,7,0.5789,0.6403,138.7,0.0553,0.2376,0.1784,0.2928,critical 9685,Tanzania,2024,urban,Education,Mid_Level,67.0,1034358,0.3459,676589,0.2155,145810,9,0.5069,0.8017,208.04,0.0527,0.3868,0.4683,0.4457,low 9686,South Africa,2023,capital,Health,Senior,61.51,3125227,0.2558,2325888,0.3811,886498,19,0.5928,0.8486,903.0,0.072,0.419,0.5206,0.5501,moderate 9687,Uganda,2024,rural,Health,Senior,49.0,428520,0.5243,203866,0.1355,27630,5,0.5863,0.7294,470.62,0.0663,0.3687,0.3524,0.3468,critical 9688,Nigeria,2023,capital,Education,Senior,224.39,3850853,0.3003,2694444,0.2368,638159,8,0.4931,0.7577,339.47,0.0539,0.3393,0.4077,0.4425,low 9689,Tanzania,2023,capital,Health,Senior,65.05,1107767,0.2543,826010,0.2635,217669,9,0.6088,0.8056,371.83,0.0667,0.3114,0.3886,0.4656,low 9690,Senegal,2021,capital,Infrastructure,Director,16.62,330328,0.2264,255539,0.2794,71386,12,0.4972,0.6868,628.7,0.0535,0.2999,0.3587,0.4621,low 9691,Botswana,2021,urban,Finance,Junior,2.49,114708,0.1755,94579,0.3623,34270,27,0.6025,0.7954,615.44,0.0854,0.4188,0.7211,0.5975,moderate 9692,South Africa,2019,rural,ICT,Senior,59.58,3622079,0.37,2282009,0.2324,530406,16,0.6,0.7949,671.16,0.0773,0.4936,0.6527,0.4895,low 9693,Botswana,2020,rural,ICT,Director,2.45,98059,0.2927,69359,0.2387,16553,18,0.512,0.7777,1387.59,0.0711,0.4615,0.6335,0.5077,moderate 9694,Ethiopia,2022,urban,Health,Junior,119.93,1484316,0.3918,902833,0.1728,156011,6,0.5078,0.6259,90.99,0.0612,0.2383,0.1692,0.3449,critical 9695,Ghana,2018,capital,Finance,Junior,30.01,658058,0.2774,475518,0.3223,153256,11,0.6245,0.7042,186.61,0.0621,0.402,0.3911,0.4737,low 9696,Uganda,2025,rural,Security,Senior,50.57,448407,0.4685,238345,0.1456,34697,8,0.528,0.7167,343.74,0.0513,0.386,0.4428,0.3797,low 9697,Kenya,2022,capital,Education,Mid_Level,52.76,1641372,0.186,1336133,0.2863,382529,18,0.536,0.8956,481.42,0.0706,0.4656,0.7756,0.5786,moderate 9698,Mozambique,2023,remote,Education,Senior,32.13,345668,0.5973,139202,0.1,13920,6,0.4867,0.6679,163.68,0.069,0.2269,0.1784,0.2814,critical 9699,DRC,2024,urban,Education,Junior,105.0,574089,0.6,229635,0.127,29168,2,0.4367,0.5977,90.27,0.0696,0.1805,0.2206,0.2665,critical 9700,Uganda,2019,capital,Infrastructure,Director,41.86,299217,0.3815,185072,0.2042,37788,7,0.4544,0.7252,549.92,0.0623,0.3553,0.4504,0.4125,low 9701,Kenya,2020,rural,Security,Junior,50.61,1630721,0.2605,1205844,0.2564,309209,18,0.6571,0.9156,465.53,0.0646,0.5219,0.6379,0.5473,moderate 9702,Ethiopia,2020,urban,Social_Services,Mid_Level,114.15,1414745,0.5439,645321,0.1379,88961,5,0.468,0.6454,111.77,0.0578,0.2041,0.2263,0.3008,critical 9703,Ethiopia,2023,remote,Social_Services,Senior,122.93,1275846,0.6,510338,0.1,51033,5,0.4867,0.5927,177.44,0.0639,0.1856,0.1901,0.264,critical 9704,Ghana,2021,rural,Social_Services,Executive,31.94,763426,0.3141,523629,0.1893,99116,11,0.5214,0.7013,872.81,0.0718,0.3961,0.4302,0.4341,low 9705,Tanzania,2020,rural,Social_Services,Junior,59.53,1111500,0.4749,583674,0.1491,87007,6,0.5776,0.7668,300.51,0.0494,0.3439,0.3368,0.3666,low 9706,Senegal,2022,urban,ICT,Junior,17.07,418432,0.2742,303694,0.2193,66607,13,0.6103,0.687,262.34,0.0662,0.3425,0.3589,0.442,low 9707,Senegal,2019,rural,Health,Junior,15.76,353354,0.3184,240848,0.1982,47743,13,0.5716,0.727,219.51,0.0545,0.3628,0.4482,0.4426,low 9708,Botswana,2022,rural,Security,Junior,2.52,97031,0.2645,71368,0.2785,19874,28,0.5549,0.9294,513.55,0.083,0.5138,0.7312,0.5874,moderate 9709,Ghana,2018,rural,Justice,Junior,30.01,799283,0.3134,548760,0.1674,91859,15,0.6406,0.8202,228.56,0.0639,0.3245,0.3453,0.441,low 9710,Mozambique,2023,urban,Education,Senior,32.13,357662,0.4471,197761,0.1543,30510,4,0.4754,0.5934,160.76,0.0717,0.2315,0.1629,0.3153,critical 9711,DRC,2018,rural,Infrastructure,Mid_Level,86.92,485109,0.6,194043,0.1,19404,3,0.5426,0.6975,109.82,0.0531,0.1806,0.1848,0.2737,critical 9712,Nigeria,2025,rural,Security,Junior,235.75,4599284,0.4205,2665219,0.1804,480904,8,0.5689,0.7193,175.37,0.0508,0.3381,0.3697,0.3887,low 9713,Botswana,2022,capital,Education,Mid_Level,2.52,124505,0.1775,102402,0.4352,44563,22,0.5466,0.8597,439.01,0.095,0.4599,0.6916,0.6135,moderate 9714,Botswana,2021,urban,Health,Junior,2.49,102746,0.157,86612,0.3775,32697,24,0.5561,0.833,434.32,0.0941,0.5341,0.521,0.5956,moderate 9715,Ethiopia,2022,urban,Infrastructure,Mid_Level,119.93,1302343,0.3786,809262,0.1601,129569,4,0.4622,0.641,104.3,0.0526,0.2409,0.1722,0.3428,critical 9716,DRC,2022,remote,Agriculture,Executive,98.59,515219,0.6,206087,0.1,20608,3,0.574,0.6671,456.68,0.0595,0.2271,0.1702,0.2723,critical 9717,Tanzania,2020,remote,Infrastructure,Mid_Level,59.53,1105546,0.435,624688,0.111,69339,11,0.5651,0.7579,188.51,0.0528,0.3188,0.3389,0.376,low 9718,Tanzania,2023,rural,Social_Services,Mid_Level,65.05,1341934,0.4509,736908,0.1436,105839,8,0.5776,0.7152,190.36,0.0594,0.3746,0.3596,0.3739,low 9719,Nigeria,2025,remote,Health,Senior,235.75,5338905,0.6,2135562,0.1259,268866,9,0.578,0.7408,462.67,0.0584,0.3227,0.4532,0.3427,critical 9720,Uganda,2024,rural,Security,Executive,49.0,409492,0.5054,202548,0.1525,30898,9,0.5179,0.7859,947.06,0.0553,0.3309,0.3621,0.3715,low 9721,DRC,2024,remote,Infrastructure,Junior,105.0,641107,0.6,256442,0.1,25644,3,0.5038,0.6332,119.54,0.0684,0.2062,0.2052,0.2686,critical 9722,Ethiopia,2024,remote,Health,Senior,126.0,1606400,0.6,642560,0.1,64256,5,0.5126,0.7091,138.52,0.0696,0.2332,0.1675,0.2839,critical 9723,Kenya,2018,capital,Health,Junior,48.55,1852018,0.2014,1479072,0.2973,439659,21,0.6655,0.7967,531.04,0.0678,0.491,0.6585,0.5609,moderate 9724,South Africa,2019,rural,Education,Junior,59.58,3139322,0.2934,2218272,0.263,583343,19,0.6237,0.8756,411.02,0.0852,0.4512,0.6269,0.5291,moderate 9725,Rwanda,2023,remote,Security,Junior,13.67,385673,0.2356,294792,0.1723,50786,29,0.6025,0.8887,475.53,0.0647,0.4464,0.6725,0.5519,moderate 9726,Mozambique,2022,urban,Education,Mid_Level,31.29,304338,0.4983,152693,0.1428,21804,5,0.5683,0.6726,141.81,0.0581,0.2146,0.2374,0.3197,critical 9727,Ethiopia,2024,rural,Education,Junior,126.0,1576850,0.6,630740,0.1245,78495,4,0.4859,0.6154,145.09,0.0623,0.2195,0.1644,0.2718,critical 9728,South Africa,2025,capital,Administration,Senior,62.5,3698512,0.2097,2922952,0.3723,1088165,16,0.6206,0.8852,563.56,0.0895,0.4525,0.5574,0.5644,moderate 9729,Botswana,2025,capital,Justice,Junior,2.64,104966,0.1403,90241,0.4599,41499,19,0.5568,0.7892,477.04,0.0785,0.426,0.7433,0.6127,moderate 9730,Ghana,2024,remote,Security,Junior,34.0,856402,0.5321,400735,0.1518,60812,12,0.4975,0.7592,284.76,0.05,0.4004,0.4535,0.3842,low 9731,Rwanda,2025,urban,Health,Junior,14.34,483301,0.151,410308,0.3697,151711,20,0.5483,0.8409,454.11,0.0821,0.5455,0.7336,0.6087,moderate 9732,Senegal,2024,remote,Administration,Senior,18.0,444756,0.3879,272218,0.1419,38630,9,0.4676,0.7908,295.9,0.0603,0.3346,0.41,0.4041,low 9733,Ethiopia,2024,remote,Health,Director,126.0,1590262,0.6,636104,0.1,63610,5,0.4611,0.6847,229.36,0.0595,0.2069,0.1948,0.2804,critical 9734,Rwanda,2019,urban,Security,Junior,12.43,420533,0.1638,351660,0.3688,129682,19,0.5408,0.9255,552.48,0.0856,0.4312,0.6487,0.5956,moderate 9735,Nigeria,2024,capital,Education,Junior,230.0,4112857,0.2983,2885832,0.2376,685810,7,0.5152,0.6922,247.93,0.0657,0.3677,0.428,0.4357,low 9736,Kenya,2025,capital,Education,Mid_Level,56.15,2014489,0.2097,1592055,0.3606,574122,18,0.6443,0.8722,519.7,0.0686,0.5519,0.7139,0.5901,moderate 9737,DRC,2018,rural,Education,Junior,86.92,476027,0.6,190410,0.1,19041,5,0.5135,0.6048,152.98,0.0682,0.2293,0.1868,0.2698,critical 9738,DRC,2021,remote,Education,Director,95.53,556529,0.6,222611,0.1,22261,3,0.5808,0.6732,225.3,0.0511,0.2298,0.2304,0.2795,critical 9739,Mozambique,2025,urban,Justice,Junior,33.89,305352,0.3503,198388,0.1384,27454,4,0.5176,0.5981,97.94,0.0493,0.1826,0.2297,0.338,critical 9740,DRC,2023,capital,Infrastructure,Mid_Level,101.74,555720,0.4666,296404,0.1325,39264,4,0.5266,0.708,146.57,0.0702,0.2232,0.2091,0.3259,critical 9741,Mozambique,2019,remote,Finance,Junior,28.88,289462,0.6,115784,0.1,11578,5,0.4588,0.7143,89.84,0.0598,0.1941,0.1861,0.2827,critical 9742,Tanzania,2018,urban,Security,Junior,56.11,1036653,0.3055,719972,0.2106,151597,10,0.5792,0.8211,202.64,0.0611,0.3149,0.4498,0.4509,low 9743,Botswana,2020,rural,Health,Junior,2.45,100966,0.2782,72880,0.238,17347,27,0.6223,0.7824,603.68,0.0793,0.467,0.6725,0.5388,moderate 9744,South Africa,2018,rural,Administration,Mid_Level,59.11,3047921,0.2761,2206409,0.2497,550944,19,0.5916,0.8927,409.59,0.0888,0.4321,0.7573,0.5437,moderate 9745,South Africa,2023,remote,Finance,Mid_Level,61.51,3598799,0.3689,2271293,0.2053,466364,24,0.6653,0.8125,359.58,0.0724,0.5178,0.5711,0.4999,low 9746,Rwanda,2021,urban,Infrastructure,Junior,13.04,411643,0.1773,338670,0.2751,93179,30,0.6237,0.9077,541.18,0.0882,0.4977,0.7112,0.6065,moderate 9747,Ethiopia,2019,capital,Social_Services,Mid_Level,111.37,1169810,0.4154,683866,0.1561,106725,4,0.4765,0.6882,150.38,0.0662,0.1853,0.1973,0.3367,critical 9748,Ghana,2023,rural,Security,Junior,33.3,802592,0.3004,561532,0.188,105593,14,0.5165,0.7516,219.19,0.0587,0.3619,0.3213,0.438,low 9749,Ghana,2022,rural,Education,Junior,32.62,937528,0.3518,607682,0.1967,119521,10,0.5908,0.7938,198.0,0.0608,0.3779,0.3777,0.4308,low 9750,Ethiopia,2019,rural,Security,Junior,111.37,1428500,0.6,571400,0.1028,58728,6,0.5467,0.7079,136.89,0.0686,0.2165,0.2364,0.2922,critical 9751,Rwanda,2020,rural,Administration,Junior,12.73,415565,0.2012,331964,0.265,87981,31,0.6394,0.9154,493.66,0.0955,0.5078,0.6458,0.5961,moderate 9752,DRC,2020,urban,Education,Junior,92.57,575693,0.4728,303505,0.1005,30515,4,0.4598,0.6132,98.6,0.0673,0.1814,0.2323,0.3003,critical 9753,Ethiopia,2025,urban,Education,Mid_Level,129.15,1733016,0.4115,1019903,0.1444,147297,4,0.4638,0.6313,94.95,0.0693,0.2378,0.193,0.331,critical 9754,Ghana,2023,rural,Security,Mid_Level,33.3,792763,0.3506,514858,0.1705,87804,11,0.5131,0.7656,307.68,0.0548,0.3592,0.4744,0.4307,low 9755,Senegal,2021,urban,Infrastructure,Director,16.62,317900,0.2485,238910,0.2297,54869,13,0.4997,0.7289,508.16,0.0544,0.3981,0.3336,0.4603,low 9756,Nigeria,2022,capital,Finance,Junior,218.92,4864918,0.2609,3595772,0.246,884583,12,0.5402,0.7871,213.27,0.0664,0.3632,0.403,0.471,low 9757,Kenya,2021,rural,Health,Junior,51.68,1690457,0.2531,1262586,0.2476,312649,19,0.6571,0.81,633.87,0.0738,0.455,0.6292,0.526,moderate 9758,DRC,2020,rural,Education,Mid_Level,92.57,544774,0.6,217909,0.1,21790,3,0.4407,0.6284,91.61,0.0686,0.2211,0.1863,0.2675,critical 9759,Botswana,2023,rural,Education,Senior,2.56,105989,0.2561,78843,0.2585,20381,22,0.5146,0.9179,909.74,0.0799,0.445,0.5333,0.5411,moderate 9760,Ethiopia,2023,rural,Health,Junior,122.93,1442579,0.6,577031,0.1,57703,5,0.5066,0.7094,101.73,0.0632,0.1862,0.2263,0.2852,critical 9761,Uganda,2018,remote,Education,Junior,40.56,292545,0.6,117018,0.1,11701,7,0.4955,0.6958,243.36,0.0487,0.2988,0.4314,0.3199,critical 9762,Tanzania,2022,urban,Finance,Mid_Level,63.15,1038379,0.3378,687593,0.2226,153045,9,0.5272,0.6833,304.22,0.0568,0.3741,0.4438,0.428,low 9763,Botswana,2019,urban,Health,Junior,2.41,111694,0.2066,88612,0.3382,29968,18,0.6342,0.8823,472.02,0.0841,0.554,0.7686,0.5925,moderate 9764,Kenya,2019,urban,Infrastructure,Senior,49.57,1589389,0.1985,1273903,0.268,341384,15,0.6052,0.915,628.21,0.0783,0.4917,0.5252,0.5438,moderate 9765,Ethiopia,2023,urban,Agriculture,Mid_Level,122.93,1491316,0.408,882814,0.1328,117279,4,0.4713,0.6118,146.17,0.0623,0.2064,0.2086,0.3245,critical 9766,Botswana,2021,urban,Health,Mid_Level,2.49,106062,0.1607,89016,0.3354,29859,23,0.5928,0.781,489.45,0.0771,0.5467,0.717,0.5947,moderate 9767,DRC,2020,capital,Agriculture,Senior,92.57,617626,0.5231,294549,0.1435,42265,4,0.5024,0.6393,168.46,0.0662,0.2113,0.182,0.3003,critical 9768,Uganda,2024,urban,Education,Junior,49.0,444717,0.4244,255958,0.1675,42879,8,0.5396,0.715,235.62,0.0701,0.346,0.4431,0.3919,low 9769,Senegal,2023,urban,Infrastructure,Mid_Level,17.53,433496,0.2118,341666,0.2253,76977,9,0.5479,0.8039,273.98,0.0576,0.301,0.4049,0.467,low 9770,Botswana,2022,urban,Security,Junior,2.52,120714,0.1726,99881,0.3814,38090,26,0.5469,0.8345,541.79,0.0845,0.5402,0.6565,0.612,moderate 9771,Nigeria,2023,capital,Health,Executive,224.39,4472716,0.2438,3382386,0.2173,734866,11,0.5136,0.7159,1211.6,0.0662,0.3399,0.3232,0.4446,low 9772,South Africa,2025,remote,Social_Services,Mid_Level,62.5,3386485,0.4843,1746565,0.1841,321563,21,0.5443,0.9318,374.66,0.0888,0.456,0.7159,0.4844,low 9773,Kenya,2020,capital,Social_Services,Junior,50.61,1689198,0.1584,1421637,0.3143,446848,17,0.5916,0.9016,419.58,0.0738,0.5048,0.7098,0.5882,moderate 9774,Ethiopia,2023,urban,Social_Services,Mid_Level,122.93,1312501,0.5117,640868,0.165,105729,5,0.5056,0.6613,124.94,0.0483,0.2142,0.1917,0.3156,critical 9775,Nigeria,2024,rural,Education,Junior,230.0,5232991,0.4076,3099829,0.1694,525101,10,0.606,0.716,252.36,0.0548,0.3739,0.3665,0.3969,low 9776,South Africa,2024,capital,Education,Mid_Level,62.0,3303223,0.2142,2595590,0.3856,1000787,16,0.525,0.8177,510.04,0.0704,0.4949,0.6387,0.5689,moderate 9777,Ethiopia,2021,urban,Education,Mid_Level,117.0,1518758,0.505,751844,0.1425,107158,5,0.4434,0.6015,104.29,0.0624,0.2178,0.175,0.3014,critical 9778,Senegal,2024,rural,Infrastructure,Senior,18.0,426253,0.3488,277578,0.2008,55733,8,0.4775,0.7438,326.5,0.0688,0.3591,0.4288,0.4234,low 9779,Ghana,2025,rural,ICT,Senior,34.71,910925,0.3329,607684,0.2108,128070,11,0.6168,0.8052,280.43,0.0715,0.341,0.3704,0.4389,low 9780,Kenya,2020,capital,Education,Director,50.61,1717233,0.2156,1346969,0.3616,487080,18,0.5278,0.8029,1218.36,0.0812,0.4543,0.7034,0.5677,moderate 9781,Ethiopia,2022,urban,Education,Mid_Level,119.93,1630466,0.4885,833960,0.1521,126829,5,0.5907,0.649,143.19,0.0509,0.2099,0.2328,0.32,critical 9782,DRC,2024,remote,Health,Junior,105.0,539265,0.6,215706,0.1,21570,2,0.4535,0.7042,112.13,0.0538,0.1924,0.1934,0.2742,critical 9783,DRC,2021,capital,Education,Senior,95.53,635658,0.4726,335219,0.1134,38001,3,0.4737,0.6231,126.2,0.0714,0.1823,0.1698,0.2964,critical 9784,South Africa,2021,urban,Health,Mid_Level,60.54,3680038,0.2124,2898286,0.3871,1121963,21,0.5907,0.9189,521.47,0.0867,0.5121,0.6841,0.6036,moderate 9785,South Africa,2024,rural,Health,Junior,62.0,3390775,0.3446,2222217,0.252,559963,14,0.5792,0.7999,370.96,0.0896,0.4441,0.7364,0.4999,low 9786,Tanzania,2024,rural,Health,Junior,67.0,1113107,0.3878,681450,0.1657,112909,9,0.4673,0.6757,311.89,0.0609,0.3731,0.3548,0.3911,low 9787,Kenya,2025,remote,Agriculture,Senior,56.15,1746084,0.3838,1075861,0.1543,165957,20,0.6271,0.8725,525.22,0.0662,0.457,0.681,0.4873,low 9788,South Africa,2019,capital,Health,Mid_Level,59.58,3403787,0.2127,2679757,0.415,1112158,21,0.5258,0.8645,379.84,0.0906,0.4844,0.7392,0.6051,moderate 9789,Kenya,2024,capital,ICT,Junior,55.0,1958178,0.2012,1564166,0.3269,511339,18,0.4886,0.9163,430.64,0.0878,0.4444,0.541,0.5624,moderate 9790,Ethiopia,2023,rural,Finance,Junior,122.93,1383229,0.5055,683972,0.1139,77892,6,0.4573,0.7108,152.35,0.0554,0.1787,0.2389,0.3155,critical 9791,Tanzania,2019,remote,Administration,Junior,57.79,1165338,0.5935,473683,0.1199,56781,7,0.5138,0.8249,272.46,0.0686,0.3722,0.3784,0.3479,critical 9792,Tanzania,2023,capital,Justice,Junior,65.05,1113003,0.3,779154,0.2243,174763,7,0.464,0.6921,305.3,0.061,0.3939,0.4727,0.4391,low 9793,Kenya,2020,rural,Finance,Mid_Level,50.61,1827175,0.2487,1372782,0.1999,274473,16,0.5125,0.7832,463.72,0.0659,0.4419,0.5506,0.4945,low 9794,Senegal,2023,capital,Education,Director,17.53,368250,0.2524,275296,0.2466,67897,10,0.5622,0.7407,487.81,0.0483,0.3515,0.356,0.4554,low 9795,Rwanda,2025,capital,Health,Junior,14.34,451409,0.1394,388488,0.3141,122009,18,0.6234,0.8331,497.21,0.072,0.4437,0.5395,0.562,moderate 9796,Senegal,2018,rural,Health,Senior,15.34,287471,0.2845,205673,0.1888,38833,12,0.5018,0.694,472.0,0.0608,0.3098,0.3829,0.4294,low 9797,South Africa,2024,urban,Health,Junior,62.0,3681246,0.2791,2653742,0.3484,924515,25,0.568,0.8616,495.77,0.0838,0.4242,0.7381,0.5753,moderate 9798,Ethiopia,2018,urban,Health,Junior,108.65,1375756,0.5225,656896,0.1473,96775,6,0.5747,0.6559,146.08,0.0633,0.2227,0.2339,0.3152,critical 9799,Mozambique,2025,remote,Social_Services,Director,33.89,343705,0.6,137482,0.1,13748,5,0.4489,0.6819,345.47,0.0643,0.1847,0.2209,0.2803,critical 9800,Ethiopia,2024,remote,Education,Junior,126.0,1717995,0.6,687198,0.1,68719,5,0.4867,0.6782,106.62,0.0694,0.2371,0.2292,0.2859,critical 9801,Nigeria,2019,remote,Education,Mid_Level,203.29,4511657,0.5681,1948779,0.1182,230385,8,0.5318,0.7737,269.62,0.048,0.3759,0.3785,0.349,critical 9802,Rwanda,2025,capital,Social_Services,Junior,14.34,421047,0.1574,354755,0.3773,133861,25,0.5494,0.9071,560.32,0.0939,0.5011,0.6009,0.6137,moderate 9803,South Africa,2024,capital,Infrastructure,Mid_Level,62.0,3743615,0.233,2871369,0.3828,1099102,21,0.5905,0.8307,474.44,0.0659,0.4774,0.5634,0.5686,moderate 9804,Rwanda,2023,urban,Health,Junior,13.67,361391,0.155,305387,0.3568,108949,31,0.672,0.9043,647.66,0.0856,0.4234,0.5836,0.6143,moderate 9805,Uganda,2021,urban,Education,Mid_Level,44.58,305242,0.3687,192697,0.1848,35618,8,0.4678,0.709,317.27,0.0535,0.372,0.4503,0.4126,low 9806,Kenya,2023,capital,Health,Director,53.87,1706819,0.144,1460962,0.289,422151,22,0.6503,0.7828,1614.35,0.0711,0.4949,0.707,0.5788,moderate 9807,Mozambique,2022,rural,Social_Services,Mid_Level,31.29,291614,0.6,116645,0.1126,13136,4,0.4472,0.7086,100.99,0.0669,0.2341,0.212,0.289,critical 9808,Uganda,2018,capital,Education,Junior,40.56,283913,0.2984,199196,0.2171,43242,8,0.5613,0.8233,175.81,0.0582,0.3576,0.3705,0.446,low 9809,Botswana,2024,capital,Administration,Mid_Level,2.6,107481,0.1516,91181,0.3436,31325,28,0.5931,0.8098,618.26,0.0766,0.4861,0.5666,0.5947,moderate 9810,DRC,2024,urban,Infrastructure,Senior,105.0,670437,0.6,268174,0.1164,31211,3,0.572,0.628,167.03,0.0637,0.1946,0.2049,0.2707,critical 9811,Mozambique,2022,rural,Agriculture,Senior,31.29,314288,0.5658,136453,0.1138,15524,5,0.4526,0.613,218.05,0.0542,0.1943,0.1877,0.2796,critical 9812,Ethiopia,2023,capital,Security,Junior,122.93,1298095,0.4025,775576,0.1919,148845,3,0.4614,0.6519,135.39,0.0493,0.1925,0.2275,0.3446,critical 9813,Kenya,2022,capital,Social_Services,Junior,52.76,1929546,0.1813,1579791,0.3507,553997,18,0.5661,0.876,589.17,0.0859,0.4438,0.751,0.5882,moderate 9814,Kenya,2024,capital,Health,Junior,55.0,1749789,0.1895,1418248,0.2926,415034,18,0.5932,0.7811,419.74,0.0866,0.4687,0.5995,0.5448,moderate 9815,South Africa,2022,capital,Education,Junior,61.02,3469916,0.1832,2834055,0.3751,1062936,25,0.6309,0.8515,415.26,0.0819,0.4481,0.7476,0.6077,moderate 9816,Botswana,2025,rural,Health,Executive,2.64,121915,0.2945,86006,0.2838,24411,18,0.5245,0.7913,2082.83,0.0711,0.4234,0.7721,0.5306,moderate 9817,Rwanda,2023,urban,Health,Senior,13.67,429605,0.1917,347251,0.304,105577,28,0.5224,0.8827,551.53,0.0946,0.4717,0.7583,0.6035,moderate 9818,South Africa,2021,rural,Infrastructure,Mid_Level,60.54,3360565,0.3968,2027252,0.2312,468625,21,0.6172,0.8203,444.38,0.0678,0.4688,0.625,0.4935,low 9819,Tanzania,2021,rural,Health,Junior,61.31,1003293,0.4713,530459,0.1802,95564,10,0.5253,0.8179,293.54,0.0712,0.351,0.4656,0.4066,low 9820,Ghana,2024,rural,Social_Services,Junior,34.0,865955,0.3058,601149,0.2087,125483,10,0.5162,0.6965,264.47,0.0485,0.3846,0.4003,0.4337,low 9821,Rwanda,2019,urban,Security,Mid_Level,12.43,391057,0.1717,323905,0.3288,106486,22,0.5843,0.9027,597.11,0.0899,0.4589,0.7538,0.6009,moderate 9822,Uganda,2021,urban,Administration,Mid_Level,44.58,404506,0.3398,267054,0.1844,49232,7,0.534,0.7908,271.42,0.0529,0.3801,0.4391,0.4292,low 9823,Ethiopia,2019,capital,Health,Mid_Level,111.37,1487403,0.4439,827143,0.1494,123587,6,0.5738,0.6845,147.5,0.0573,0.189,0.2129,0.3342,critical 9824,DRC,2025,urban,Infrastructure,Senior,108.36,583886,0.5084,287043,0.1264,36278,4,0.4575,0.6566,165.07,0.0715,0.202,0.2138,0.3046,critical 9825,Uganda,2021,capital,Education,Director,44.58,321573,0.3325,214662,0.2087,44809,6,0.525,0.6858,681.93,0.0683,0.3918,0.3562,0.4117,low 9826,Mozambique,2023,capital,Security,Senior,32.13,319797,0.4202,185413,0.1384,25660,5,0.5759,0.594,201.57,0.0664,0.2022,0.2012,0.3215,critical 9827,Mozambique,2023,capital,Security,Junior,32.13,351758,0.3557,226635,0.1407,31892,6,0.5534,0.6799,106.91,0.0712,0.1979,0.1827,0.3513,low 9828,DRC,2021,capital,Finance,Junior,95.53,528581,0.4364,297910,0.1141,33989,4,0.5447,0.6362,92.28,0.0675,0.2317,0.2389,0.3219,critical 9829,Tanzania,2025,rural,Education,Senior,69.01,1268414,0.4653,678199,0.1669,113181,7,0.5042,0.7974,482.29,0.0595,0.3432,0.3484,0.3817,low 9830,Nigeria,2023,capital,Finance,Mid_Level,224.39,4107775,0.2966,2889437,0.2687,776316,10,0.4952,0.6963,282.54,0.0611,0.3209,0.3717,0.4417,low 9831,South Africa,2023,capital,Agriculture,Junior,61.51,2936838,0.1853,2392759,0.3895,931882,20,0.6158,0.8105,527.58,0.0648,0.5442,0.6881,0.5959,moderate 9832,Nigeria,2023,urban,Security,Junior,224.39,4211853,0.2868,3003863,0.2411,724264,8,0.5039,0.7562,297.22,0.0703,0.3838,0.4069,0.4511,low 9833,Kenya,2025,urban,Education,Junior,56.15,1832130,0.2414,1389875,0.3377,469429,13,0.583,0.8076,403.7,0.0828,0.4583,0.7306,0.5466,moderate 9834,Senegal,2018,urban,Justice,Mid_Level,15.34,371368,0.2054,295076,0.2264,66799,7,0.5849,0.7213,295.72,0.0513,0.3423,0.3696,0.4521,low 9835,South Africa,2022,rural,Agriculture,Executive,61.02,2959494,0.3512,1920168,0.232,445516,15,0.548,0.7952,1967.28,0.0711,0.4767,0.6264,0.4873,low 9836,Uganda,2019,urban,ICT,Mid_Level,41.86,306023,0.3478,199590,0.2103,41983,5,0.4589,0.6862,220.68,0.0671,0.3711,0.4636,0.4145,low 9837,Ethiopia,2022,capital,Education,Junior,119.93,1338295,0.4914,680598,0.1657,112765,3,0.5174,0.6416,154.02,0.0673,0.2191,0.2363,0.3179,critical 9838,Tanzania,2020,urban,Infrastructure,Director,59.53,919039,0.3536,594078,0.2265,134561,9,0.4872,0.7448,533.81,0.0604,0.3749,0.4586,0.4358,low 9839,Botswana,2021,capital,Security,Junior,2.49,123962,0.1733,102476,0.4039,41387,17,0.5902,0.7786,575.85,0.0817,0.5207,0.565,0.5755,moderate 9840,Tanzania,2024,rural,Education,Junior,67.0,1204575,0.3418,792838,0.1617,128231,8,0.599,0.8189,192.75,0.0544,0.3227,0.4592,0.426,low 9841,Kenya,2020,urban,Administration,Junior,50.61,1925006,0.2309,1480462,0.2989,442542,12,0.601,0.7938,497.7,0.0762,0.5607,0.6794,0.5401,moderate 9842,Mozambique,2025,rural,Security,Mid_Level,33.89,341072,0.5924,139029,0.1105,15366,7,0.5795,0.669,97.41,0.0712,0.1983,0.2324,0.2905,critical 9843,Rwanda,2019,rural,ICT,Mid_Level,12.43,326003,0.2053,259081,0.2585,66962,19,0.6485,0.8482,544.37,0.0746,0.4241,0.5568,0.5361,moderate 9844,Nigeria,2025,remote,Administration,Senior,235.75,5384319,0.5243,2561054,0.1444,369821,12,0.4725,0.7682,445.9,0.0653,0.3594,0.4023,0.3764,low 9845,Senegal,2019,rural,ICT,Senior,15.76,378274,0.3282,254122,0.1813,46072,11,0.5162,0.7967,423.95,0.0603,0.3378,0.3602,0.4301,low 9846,Ghana,2020,rural,Health,Mid_Level,31.29,688481,0.3371,456420,0.2064,94198,13,0.4915,0.7679,296.72,0.0702,0.3697,0.4736,0.4493,low 9847,Botswana,2023,capital,Social_Services,Senior,2.56,118238,0.1692,98231,0.4235,41603,25,0.5411,0.9204,779.14,0.0689,0.4799,0.7676,0.6389,moderate 9848,Ghana,2023,capital,Education,Junior,33.3,711607,0.2457,536791,0.3305,177412,15,0.5329,0.7433,286.86,0.0483,0.3094,0.4327,0.4944,low 9849,Kenya,2021,capital,Education,Senior,51.68,1795141,0.1468,1531597,0.3623,554921,14,0.5889,0.7832,848.39,0.0754,0.4406,0.6969,0.5701,moderate 9850,Kenya,2024,capital,Administration,Mid_Level,55.0,1825235,0.1612,1531098,0.3045,466186,13,0.5926,0.795,351.51,0.0712,0.5052,0.7004,0.5581,moderate 9851,Senegal,2022,urban,Health,Senior,17.07,373035,0.2456,281412,0.2144,60344,10,0.5991,0.7827,325.96,0.0527,0.3994,0.4633,0.4709,low 9852,Uganda,2020,remote,ICT,Senior,43.2,369781,0.5969,149055,0.1,14905,7,0.5343,0.7322,322.85,0.0504,0.3066,0.4256,0.3263,critical 9853,Uganda,2022,remote,Education,Mid_Level,46.01,313208,0.6,125283,0.1,12528,9,0.456,0.6811,313.22,0.0707,0.3125,0.3239,0.3133,critical 9854,Tanzania,2025,urban,Security,Mid_Level,69.01,1103095,0.281,793074,0.1933,153274,10,0.4963,0.7871,274.12,0.0535,0.3953,0.3595,0.4466,low 9855,Rwanda,2022,urban,Administration,Junior,13.35,362800,0.1881,294570,0.3572,105221,28,0.7011,0.7835,392.54,0.0656,0.4843,0.6876,0.597,moderate 9856,Ethiopia,2022,capital,Social_Services,Mid_Level,119.93,1282479,0.3724,804885,0.1654,133129,4,0.541,0.6387,146.14,0.0658,0.2206,0.2308,0.3492,critical 9857,Nigeria,2025,rural,Education,Junior,235.75,4222498,0.4043,2515192,0.1915,481711,11,0.5124,0.7597,242.32,0.0616,0.3413,0.427,0.4151,low 9858,Tanzania,2025,remote,Social_Services,Junior,69.01,1426803,0.5502,641726,0.1288,82667,9,0.5515,0.8003,196.91,0.0587,0.3689,0.383,0.3624,low 9859,Mozambique,2024,rural,Social_Services,Senior,33.0,339027,0.6,135610,0.1121,15196,7,0.5691,0.6605,200.33,0.0617,0.1924,0.1677,0.2806,critical 9860,Rwanda,2025,remote,Education,Mid_Level,14.34,422242,0.2289,325571,0.1962,63873,22,0.6369,0.9282,570.11,0.0727,0.4516,0.7068,0.5519,moderate 9861,Senegal,2020,rural,Administration,Mid_Level,16.18,393499,0.3874,241070,0.1987,47903,11,0.486,0.7242,220.11,0.0554,0.3734,0.3514,0.4114,low 9862,Mozambique,2025,rural,Health,Junior,33.89,318284,0.4885,162807,0.1,16280,5,0.5642,0.6178,132.05,0.0624,0.2068,0.236,0.3023,critical 9863,Rwanda,2025,urban,Health,Director,14.34,416344,0.1838,339819,0.3445,117054,19,0.6315,0.8197,1519.56,0.0885,0.491,0.5322,0.5629,moderate 9864,Uganda,2025,remote,ICT,Director,50.57,401449,0.6,160579,0.1073,17235,8,0.4685,0.781,490.41,0.0542,0.3269,0.3616,0.3328,critical 9865,South Africa,2018,urban,Justice,Mid_Level,59.11,2883923,0.2433,2182254,0.3594,784355,21,0.5097,0.79,518.29,0.0651,0.5546,0.5785,0.5633,moderate 9866,Botswana,2021,rural,Education,Junior,2.49,95573,0.2048,75995,0.2422,18405,16,0.6377,0.9153,636.62,0.0936,0.5481,0.6804,0.5595,moderate 9867,Tanzania,2023,urban,Health,Junior,65.05,1244370,0.3066,862899,0.2194,189330,10,0.5032,0.7008,280.0,0.0586,0.395,0.39,0.4368,low 9868,Ghana,2020,rural,Education,Mid_Level,31.29,790184,0.3936,479156,0.2189,104865,10,0.5794,0.7943,291.3,0.0584,0.3174,0.4646,0.4287,low 9869,Kenya,2022,capital,Security,Mid_Level,52.76,1993975,0.2051,1585047,0.3379,535607,13,0.5848,0.83,458.19,0.0666,0.5358,0.5546,0.5492,moderate 9870,Senegal,2023,capital,Health,Junior,17.53,403888,0.2564,300333,0.2619,78654,13,0.5994,0.7347,224.34,0.067,0.4014,0.4385,0.4781,low 9871,Uganda,2025,urban,Justice,Executive,50.57,410973,0.3704,258739,0.2056,53191,7,0.4736,0.8117,974.89,0.0497,0.3544,0.3909,0.4226,low 9872,Ethiopia,2024,rural,Health,Mid_Level,126.0,1364983,0.6,545993,0.1225,66890,3,0.4595,0.668,115.84,0.0481,0.2062,0.2357,0.2825,critical 9873,Ghana,2021,capital,Security,Mid_Level,31.94,863201,0.2108,681205,0.3344,227792,8,0.5928,0.6843,221.2,0.0564,0.3876,0.4269,0.485,low 9874,Ethiopia,2018,capital,Health,Mid_Level,108.65,1232243,0.5019,613794,0.1829,112259,3,0.4383,0.6335,134.11,0.0589,0.1801,0.1768,0.3085,critical 9875,Kenya,2020,rural,Health,Junior,50.61,1797497,0.2786,1296681,0.1973,255843,12,0.5838,0.8319,350.88,0.0917,0.4202,0.6128,0.4878,low 9876,Mozambique,2025,urban,Security,Executive,33.89,299144,0.4137,175392,0.1332,23369,4,0.4911,0.6333,613.49,0.0501,0.2326,0.194,0.3275,critical 9877,DRC,2018,urban,Health,Junior,86.92,564804,0.6,225921,0.1033,23348,4,0.54,0.5861,117.49,0.0671,0.219,0.1666,0.2623,critical 9878,Tanzania,2023,capital,Administration,Senior,65.05,1071078,0.312,736869,0.2529,186380,9,0.5869,0.6817,279.86,0.0653,0.3103,0.4297,0.434,low 9879,Kenya,2021,capital,Health,Junior,51.68,1580300,0.1756,1302774,0.3414,444710,21,0.6673,0.7902,357.35,0.0681,0.5585,0.5851,0.5768,moderate 9880,DRC,2021,urban,Infrastructure,Junior,95.53,628782,0.5357,291958,0.1141,33324,3,0.553,0.7014,93.69,0.0672,0.1895,0.2022,0.2965,critical 9881,Uganda,2023,rural,Health,Mid_Level,47.48,405592,0.6,162236,0.1474,23920,5,0.4698,0.7001,322.92,0.057,0.3782,0.4095,0.3331,critical 9882,DRC,2020,capital,Administration,Senior,92.57,627412,0.4729,330733,0.1303,43108,4,0.5622,0.6527,133.73,0.0519,0.2361,0.1663,0.3125,critical 9883,Botswana,2018,rural,Health,Junior,2.38,97768,0.2721,71169,0.2326,16552,17,0.5145,0.8733,417.12,0.0912,0.4734,0.6451,0.5255,moderate 9884,Ghana,2021,urban,Finance,Junior,31.94,797974,0.2583,591852,0.2466,145945,15,0.4956,0.6845,201.49,0.0596,0.3282,0.4765,0.4677,low 9885,Uganda,2025,rural,Security,Senior,50.57,356082,0.6,142432,0.1469,20925,8,0.5742,0.6969,288.6,0.0664,0.3112,0.4351,0.3359,critical 9886,South Africa,2024,capital,Agriculture,Mid_Level,62.0,3563892,0.2398,2709399,0.4092,1108803,22,0.6119,0.8259,514.99,0.0915,0.5405,0.6627,0.5916,moderate 9887,Senegal,2018,capital,Education,Executive,15.34,288466,0.248,216921,0.3069,66567,8,0.5069,0.8149,785.46,0.0674,0.3639,0.4579,0.4891,low 9888,South Africa,2020,capital,Agriculture,Mid_Level,60.06,2839710,0.2041,2260059,0.3716,839737,20,0.5617,0.8658,519.75,0.0664,0.4613,0.6209,0.5799,moderate 9889,Tanzania,2022,rural,Social_Services,Senior,63.15,1165936,0.4082,690020,0.1716,118436,7,0.4727,0.6891,478.94,0.0688,0.3656,0.347,0.383,low 9890,Rwanda,2018,urban,Security,Mid_Level,12.14,370413,0.1318,321602,0.3189,102548,20,0.5494,0.9221,464.37,0.0933,0.4578,0.589,0.5898,moderate 9891,Rwanda,2024,capital,Education,Mid_Level,14.0,383907,0.163,321314,0.3734,119979,22,0.5825,0.8742,562.4,0.068,0.4502,0.775,0.6112,moderate 9892,Nigeria,2019,capital,Education,Senior,203.29,3579545,0.2812,2573122,0.2193,564291,8,0.6064,0.753,477.62,0.0681,0.401,0.3656,0.4441,low 9893,Senegal,2022,urban,Infrastructure,Junior,17.07,387713,0.2629,285776,0.2754,78700,12,0.5267,0.7161,262.0,0.0705,0.3062,0.3794,0.4591,low 9894,Senegal,2022,capital,Security,Senior,17.07,383212,0.1837,312829,0.2961,92614,8,0.6101,0.7551,375.65,0.0562,0.355,0.4603,0.4929,low 9895,Nigeria,2021,urban,Administration,Junior,213.58,4099354,0.279,2955540,0.2106,622320,8,0.5832,0.8215,189.28,0.0553,0.3123,0.4357,0.4509,low 9896,Ghana,2021,urban,Social_Services,Mid_Level,31.94,797643,0.2294,614645,0.2591,159229,9,0.4985,0.8124,220.17,0.0628,0.3789,0.3742,0.4771,low 9897,Uganda,2019,capital,Infrastructure,Junior,41.86,296611,0.4266,170084,0.2139,36379,6,0.4879,0.8244,254.01,0.0508,0.3193,0.4419,0.4116,low 9898,Mozambique,2023,rural,Education,Mid_Level,32.13,295952,0.5461,134339,0.1128,15150,5,0.5199,0.6067,84.85,0.058,0.1883,0.2226,0.2863,critical 9899,DRC,2018,remote,Security,Junior,86.92,490389,0.6,196155,0.1,19615,3,0.4511,0.6863,102.88,0.0534,0.1857,0.2277,0.2768,critical 9900,Senegal,2021,remote,Education,Junior,16.62,339059,0.3487,220815,0.1274,28137,12,0.6004,0.7772,293.34,0.0587,0.3188,0.3747,0.4106,low 9901,South Africa,2022,remote,Education,Mid_Level,61.02,3663963,0.3734,2295784,0.1636,375548,19,0.5031,0.8611,529.83,0.0923,0.4439,0.7326,0.4919,low 9902,Mozambique,2020,rural,Education,Executive,29.66,313602,0.6,125440,0.1106,13868,6,0.5795,0.6567,417.99,0.0631,0.1864,0.1895,0.2787,critical 9903,Rwanda,2024,urban,Social_Services,Director,14.0,369629,0.1558,312032,0.3064,95608,27,0.5786,0.8613,1481.36,0.082,0.483,0.5673,0.5894,moderate 9904,Botswana,2023,capital,Security,Mid_Level,2.56,130908,0.141,112448,0.3777,42473,21,0.5889,0.7961,480.6,0.0935,0.5405,0.5735,0.5925,moderate 9905,Ghana,2020,capital,Health,Junior,31.29,707448,0.2637,520909,0.3249,169236,14,0.5465,0.7647,320.99,0.0586,0.323,0.3243,0.4797,low 9906,Senegal,2020,capital,Education,Director,16.18,377862,0.2057,300127,0.2437,73138,10,0.6184,0.8209,597.42,0.0667,0.3121,0.4121,0.48,low 9907,Uganda,2019,capital,Agriculture,Junior,41.86,364817,0.3478,237948,0.1786,42507,6,0.5766,0.7668,227.24,0.0544,0.364,0.3568,0.4098,low 9908,Tanzania,2023,capital,Administration,Junior,65.05,1159903,0.2867,827315,0.2487,205741,8,0.5398,0.7491,304.43,0.049,0.3772,0.3812,0.4487,low 9909,Ethiopia,2023,remote,ICT,Junior,122.93,1259932,0.6,503972,0.1,50397,4,0.5595,0.6976,96.64,0.0504,0.229,0.2256,0.2851,critical 9910,Rwanda,2020,capital,Health,Mid_Level,12.73,397056,0.1494,337742,0.3477,117429,18,0.5777,0.8266,562.66,0.0956,0.505,0.6509,0.5842,moderate 9911,Tanzania,2020,capital,Health,Junior,59.53,1116622,0.305,776098,0.2171,168469,8,0.5809,0.8058,252.06,0.0596,0.3109,0.451,0.4451,low 9912,Botswana,2020,urban,Justice,Senior,2.45,109666,0.1674,91306,0.3417,31200,18,0.575,0.8491,868.7,0.0761,0.5034,0.6059,0.5769,moderate 9913,Ethiopia,2021,rural,Security,Mid_Level,117.0,1456426,0.6,582570,0.1,58257,3,0.5415,0.6135,141.61,0.0645,0.2094,0.1932,0.2648,critical 9914,Ghana,2019,urban,Education,Junior,30.64,713994,0.3209,484870,0.2799,135737,13,0.482,0.7672,267.2,0.0566,0.368,0.3262,0.4568,low 9915,Kenya,2024,urban,Education,Mid_Level,55.0,1833807,0.2011,1465045,0.3517,515280,15,0.5475,0.7885,635.37,0.0863,0.4815,0.6641,0.558,moderate 9916,Rwanda,2023,urban,Administration,Junior,13.67,447219,0.1479,381076,0.2758,105081,29,0.5401,0.8331,622.91,0.0886,0.4873,0.613,0.5895,moderate 9917,Senegal,2019,capital,Education,Mid_Level,15.76,318000,0.1995,254572,0.2773,70593,10,0.6152,0.6894,254.72,0.0593,0.3804,0.4671,0.4826,low 9918,Tanzania,2020,rural,Administration,Mid_Level,59.53,1159790,0.3324,774272,0.1744,135032,11,0.598,0.6926,175.38,0.0563,0.3267,0.4118,0.4157,low 9919,Uganda,2018,urban,Administration,Mid_Level,40.56,280057,0.4032,167142,0.2023,33807,6,0.5899,0.8177,281.17,0.0612,0.338,0.3985,0.4111,low 9920,DRC,2020,rural,Education,Junior,92.57,634913,0.6,253965,0.1,25396,4,0.5287,0.6777,102.53,0.0693,0.2037,0.2052,0.2775,critical 9921,Kenya,2019,urban,Security,Mid_Level,49.57,1706056,0.173,1410926,0.2803,395512,22,0.6398,0.8376,620.3,0.0701,0.428,0.7797,0.5783,moderate 9922,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,870296,0.4461,482056,0.1453,70040,12,0.5016,0.7386,282.74,0.0594,0.3659,0.476,0.3998,low 9923,Uganda,2023,urban,Administration,Senior,47.48,369170,0.4378,207534,0.193,40059,8,0.5532,0.7535,359.42,0.0552,0.3288,0.4663,0.4013,low 9924,Uganda,2020,urban,Health,Senior,43.2,394931,0.3743,247116,0.2069,51134,8,0.5799,0.7936,349.21,0.0533,0.3538,0.4585,0.4284,low 9925,Botswana,2022,remote,Health,Junior,2.52,126119,0.3743,78906,0.2094,16520,23,0.5912,0.7808,572.92,0.0665,0.4598,0.53,0.4824,low 9926,South Africa,2025,urban,Security,Junior,62.5,3299290,0.3043,2295341,0.3801,872393,15,0.5064,0.8924,358.01,0.076,0.5299,0.5383,0.5471,moderate 9927,Botswana,2020,remote,Health,Junior,2.45,97942,0.2695,71550,0.1826,13062,28,0.6486,0.9081,355.68,0.0687,0.5417,0.5734,0.546,moderate 9928,Botswana,2018,urban,Education,Mid_Level,2.38,104822,0.1708,86922,0.3673,31925,22,0.5603,0.8884,454.72,0.0778,0.4557,0.6411,0.5971,moderate 9929,Nigeria,2020,urban,Education,Mid_Level,208.37,4640957,0.3759,2896574,0.2427,703069,11,0.5272,0.8238,224.09,0.0501,0.3836,0.4394,0.4501,low 9930,Senegal,2018,urban,Health,Senior,15.34,301593,0.2166,236282,0.2605,61554,12,0.5185,0.7684,269.2,0.0719,0.3253,0.4503,0.4838,low 9931,Ghana,2020,capital,Health,Executive,31.29,703759,0.2424,533201,0.2976,158705,13,0.5632,0.7914,738.21,0.061,0.3447,0.3426,0.4838,low 9932,DRC,2025,capital,Security,Junior,108.36,698904,0.5575,309254,0.1116,34503,4,0.492,0.6025,126.5,0.0693,0.2138,0.2128,0.2815,critical 9933,South Africa,2020,capital,Health,Mid_Level,60.06,3477386,0.2693,2541008,0.3834,974284,14,0.4846,0.8345,519.92,0.0721,0.4811,0.7529,0.5621,moderate 9934,Senegal,2024,remote,Security,Junior,18.0,382724,0.3944,231768,0.1314,30458,9,0.5469,0.6906,291.53,0.0537,0.3141,0.389,0.3807,low 9935,Kenya,2018,urban,Security,Junior,48.55,1461608,0.1817,1196006,0.3253,389019,14,0.4799,0.8989,468.95,0.0856,0.5465,0.6233,0.5727,moderate 9936,Kenya,2021,remote,Agriculture,Junior,51.68,1899097,0.2888,1350718,0.1589,214623,14,0.6094,0.8798,563.52,0.0673,0.5156,0.601,0.4962,low 9937,Nigeria,2024,urban,ICT,Junior,230.0,4232323,0.313,2907523,0.2596,754881,12,0.5874,0.8036,175.01,0.0663,0.3288,0.3496,0.455,low 9938,Botswana,2020,urban,Education,Senior,2.45,103671,0.2083,82075,0.4246,34848,27,0.6256,0.9217,880.54,0.0667,0.5513,0.5213,0.6171,moderate 9939,Senegal,2018,rural,Security,Director,15.34,317743,0.3521,205862,0.1592,32777,9,0.4955,0.8153,729.06,0.0686,0.3394,0.4381,0.4243,low 9940,Mozambique,2025,urban,Health,Director,33.89,342832,0.4656,183207,0.1292,23664,7,0.5928,0.6651,355.43,0.0664,0.2384,0.1646,0.3235,critical 9941,Mozambique,2018,rural,Justice,Junior,28.12,302459,0.4744,158975,0.1,15897,6,0.5291,0.6457,120.66,0.0576,0.185,0.1801,0.3048,critical 9942,Mozambique,2021,rural,Health,Junior,30.47,334092,0.5687,144081,0.1011,14563,7,0.4632,0.6471,108.13,0.0684,0.1883,0.2363,0.2901,critical 9943,DRC,2025,urban,Health,Senior,108.36,588334,0.6,235333,0.1308,30792,3,0.4517,0.6592,170.93,0.061,0.2111,0.2175,0.2819,critical 9944,Ghana,2019,remote,Education,Director,30.64,770883,0.4684,409801,0.1381,56597,12,0.6205,0.7009,628.57,0.0632,0.3438,0.3405,0.371,low 9945,South Africa,2021,rural,Infrastructure,Director,60.54,3688282,0.3325,2461999,0.2724,670723,24,0.6661,0.7821,1249.45,0.0681,0.4891,0.7456,0.5358,moderate 9946,Mozambique,2021,rural,Health,Junior,30.47,278820,0.5377,128908,0.1091,14063,5,0.5456,0.6003,116.57,0.0491,0.1992,0.1605,0.2814,critical 9947,Senegal,2018,capital,Justice,Junior,15.34,375757,0.1805,307916,0.2875,88523,10,0.5288,0.7481,240.26,0.0676,0.3293,0.3661,0.4835,low 9948,Nigeria,2024,rural,Security,Junior,230.0,4442646,0.5204,2130480,0.1742,371076,9,0.5943,0.7679,319.47,0.0601,0.3109,0.3882,0.371,low 9949,Botswana,2022,remote,Education,Junior,2.52,122106,0.3304,81764,0.2076,16978,20,0.5267,0.7779,478.92,0.0705,0.5308,0.576,0.4967,low 9950,Rwanda,2019,urban,Security,Junior,12.43,409731,0.1398,352444,0.289,101863,22,0.5282,0.8743,424.44,0.064,0.5243,0.7367,0.5996,moderate 9951,Ethiopia,2024,capital,Education,Executive,126.0,1608363,0.4794,837261,0.1584,132650,3,0.4387,0.6975,504.19,0.0678,0.2285,0.2038,0.3251,critical 9952,DRC,2023,remote,Administration,Junior,101.74,641663,0.6,256665,0.1,25666,4,0.4585,0.6974,103.18,0.0575,0.2178,0.1795,0.2793,critical 9953,Ghana,2022,remote,Infrastructure,Junior,32.62,918889,0.4863,471993,0.1565,73880,10,0.5309,0.7027,243.48,0.049,0.337,0.4016,0.3718,low 9954,Senegal,2018,urban,Infrastructure,Junior,15.34,352745,0.2041,280739,0.2622,73604,7,0.4854,0.7231,187.16,0.0514,0.3337,0.391,0.4629,low 9955,Ghana,2022,remote,Infrastructure,Mid_Level,32.62,879838,0.4737,463042,0.1615,74799,14,0.6215,0.7887,175.87,0.0524,0.3857,0.4567,0.4095,low 9956,Ghana,2021,capital,Health,Director,31.94,834365,0.2682,610562,0.3121,190539,9,0.4786,0.8037,666.94,0.0501,0.36,0.3438,0.4744,low 9957,Tanzania,2025,rural,Education,Junior,69.01,1389126,0.4255,798004,0.1615,128907,8,0.5417,0.8151,309.23,0.0527,0.3439,0.3967,0.4003,low 9958,Ghana,2023,capital,Education,Junior,33.3,724708,0.2501,543492,0.2814,152951,16,0.5618,0.7406,278.5,0.0692,0.3542,0.3901,0.4834,low 9959,Senegal,2024,urban,Finance,Junior,18.0,428113,0.2009,342094,0.2136,73081,9,0.4597,0.7011,233.71,0.0507,0.3826,0.4798,0.4671,low 9960,Ethiopia,2019,rural,Justice,Mid_Level,111.37,1458098,0.6,583239,0.1148,66960,3,0.5328,0.6026,112.78,0.0484,0.2067,0.201,0.2674,critical 9961,Rwanda,2022,rural,Agriculture,Mid_Level,13.35,395874,0.2126,311713,0.2614,81476,19,0.549,0.852,534.18,0.0793,0.5214,0.7769,0.5673,moderate 9962,DRC,2024,remote,Health,Junior,105.0,680473,0.6,272189,0.1,27218,2,0.4884,0.6572,92.92,0.0645,0.2086,0.2322,0.2727,critical 9963,Mozambique,2018,rural,Security,Junior,28.12,252070,0.6,100828,0.1,10082,4,0.5796,0.631,108.72,0.0552,0.2291,0.2069,0.2732,critical 9964,Kenya,2025,remote,Administration,Junior,56.15,2130041,0.3957,1287191,0.1615,207922,13,0.5515,0.9281,634.5,0.0843,0.4871,0.6048,0.4724,low 9965,Ethiopia,2019,rural,Finance,Junior,111.37,1411267,0.6,564506,0.1069,60343,5,0.4785,0.5918,120.44,0.0649,0.1799,0.237,0.2697,critical 9966,Nigeria,2023,urban,ICT,Junior,224.39,4373553,0.2913,3099590,0.2402,744540,10,0.5143,0.7196,289.02,0.0534,0.3207,0.3586,0.4381,low 9967,DRC,2023,urban,Social_Services,Senior,101.74,680837,0.4519,373156,0.1158,43217,4,0.4582,0.6133,173.32,0.0644,0.2294,0.181,0.309,critical 9968,DRC,2020,rural,Administration,Senior,92.57,624954,0.6,249981,0.1,24998,4,0.5785,0.6362,137.82,0.0595,0.2415,0.2197,0.2765,critical 9969,Kenya,2023,urban,Health,Junior,53.87,1739358,0.2052,1382503,0.3092,427440,15,0.5695,0.8493,627.31,0.0882,0.4363,0.7769,0.5622,moderate 9970,Mozambique,2022,remote,Administration,Director,31.29,316061,0.6,126424,0.1,12642,7,0.563,0.7021,315.47,0.0595,0.2005,0.1877,0.2866,critical 9971,Uganda,2019,rural,Security,Junior,41.86,350620,0.5763,148567,0.1248,18544,8,0.5689,0.7252,233.23,0.0627,0.3509,0.3727,0.3383,critical 9972,Rwanda,2023,rural,Health,Senior,13.67,445805,0.1897,361241,0.2081,75165,21,0.6562,0.7824,888.63,0.0891,0.5108,0.5508,0.5306,moderate 9973,Uganda,2023,capital,Infrastructure,Director,47.48,334354,0.3968,201670,0.2406,48529,7,0.5826,0.7256,514.15,0.0596,0.3813,0.4243,0.4178,low 9974,Nigeria,2022,capital,Justice,Junior,218.92,4363174,0.3154,2987032,0.2464,735957,8,0.5753,0.739,275.94,0.0707,0.3724,0.3944,0.4403,low 9975,Ghana,2022,urban,Security,Junior,32.62,846857,0.2804,609427,0.2684,163583,16,0.621,0.7261,208.81,0.0702,0.3129,0.3636,0.4636,low 9976,Botswana,2025,urban,Administration,Mid_Level,2.64,121673,0.1606,102127,0.3174,32412,18,0.603,0.9274,608.38,0.0693,0.4928,0.7202,0.5946,moderate 9977,Ghana,2021,capital,Agriculture,Director,31.94,763917,0.2525,571050,0.306,174767,11,0.5633,0.7995,548.42,0.0596,0.3086,0.4331,0.485,low 9978,Senegal,2020,rural,Finance,Mid_Level,16.18,332540,0.3808,205924,0.1901,39136,12,0.5375,0.6907,201.12,0.0547,0.304,0.4229,0.4086,low 9979,Senegal,2018,urban,Social_Services,Junior,15.34,377324,0.2331,289380,0.2575,74527,11,0.5252,0.7403,199.28,0.0715,0.3238,0.3847,0.4655,low 9980,Ethiopia,2019,capital,Health,Junior,111.37,1148960,0.4163,670641,0.1765,118368,4,0.4498,0.6587,137.75,0.0615,0.1813,0.2265,0.3396,critical 9981,Senegal,2021,capital,Social_Services,Senior,16.62,383713,0.2572,285029,0.2645,75383,13,0.503,0.7725,340.16,0.0481,0.3432,0.3935,0.4739,low 9982,Mozambique,2018,remote,Security,Junior,28.12,244911,0.5811,102582,0.1,10258,4,0.4812,0.6238,118.3,0.0597,0.2373,0.1723,0.2742,critical 9983,Uganda,2024,rural,Agriculture,Director,49.0,448881,0.6,179552,0.1437,25807,6,0.5816,0.6993,562.64,0.0696,0.2992,0.3397,0.3197,critical 9984,Tanzania,2019,remote,Security,Mid_Level,57.79,1142517,0.5784,481712,0.1159,55834,7,0.4518,0.7075,180.28,0.0674,0.3075,0.4686,0.3356,critical 9985,Mozambique,2021,urban,Education,Director,30.47,288836,0.3638,183766,0.1212,22268,6,0.5575,0.5914,338.69,0.0613,0.2177,0.186,0.3334,critical 9986,Uganda,2023,capital,Education,Mid_Level,47.48,405402,0.3109,279375,0.2221,62050,7,0.4765,0.8007,209.55,0.0596,0.3535,0.3691,0.4377,low 9987,Ghana,2025,capital,Health,Director,34.71,937277,0.2376,714583,0.3098,221394,13,0.475,0.7493,569.33,0.0572,0.3603,0.3502,0.484,low 9988,Tanzania,2020,capital,Health,Mid_Level,59.53,1018391,0.2292,784984,0.2263,177634,9,0.5072,0.7371,301.63,0.0701,0.3795,0.4136,0.4617,low 9989,Kenya,2020,remote,Administration,Mid_Level,50.61,1757808,0.2896,1248765,0.1567,195726,13,0.4711,0.7954,429.66,0.0667,0.4396,0.7033,0.4829,low 9990,Kenya,2023,urban,Infrastructure,Junior,53.87,1705095,0.1736,1409032,0.3164,445791,13,0.5636,0.8771,497.03,0.0678,0.4188,0.7398,0.5656,moderate 9991,South Africa,2023,rural,Education,Mid_Level,61.51,3139430,0.3393,2074064,0.252,522601,19,0.5312,0.8133,388.66,0.0815,0.5606,0.628,0.5165,moderate 9992,Ethiopia,2023,urban,Administration,Junior,122.93,1404785,0.4319,798004,0.143,114127,3,0.5813,0.6378,141.06,0.0667,0.197,0.1743,0.3181,critical 9993,Botswana,2018,rural,Security,Mid_Level,2.38,95774,0.2144,75239,0.2899,21809,23,0.6136,0.8396,592.04,0.0849,0.5169,0.7135,0.5753,moderate 9994,Ghana,2023,capital,ICT,Junior,33.3,894883,0.2418,678472,0.3015,204591,13,0.5085,0.8171,311.53,0.0715,0.353,0.4769,0.503,moderate 9995,South Africa,2022,capital,Justice,Senior,61.02,3270087,0.2125,2575255,0.3981,1025124,22,0.5329,0.9088,740.42,0.0749,0.4429,0.6538,0.5974,moderate 9996,Nigeria,2025,capital,Education,Junior,235.75,5203090,0.3491,3386768,0.2494,844658,10,0.4992,0.8033,278.02,0.0659,0.3389,0.4758,0.452,low 9997,Senegal,2021,rural,Health,Senior,16.62,315496,0.3696,198883,0.1661,33031,7,0.5835,0.8115,441.36,0.0686,0.3771,0.3895,0.415,low 9998,Senegal,2025,rural,Education,Junior,18.49,393218,0.3528,254477,0.1878,47779,8,0.4786,0.8248,188.94,0.0483,0.3546,0.3551,0.4234,low 9999,Nigeria,2025,rural,Security,Junior,235.75,4476780,0.4983,2246136,0.1586,356253,10,0.4693,0.7688,268.59,0.0608,0.3513,0.33,0.3735,low 10000,Tanzania,2020,rural,Health,Senior,59.53,951073,0.3305,636776,0.1543,98239,11,0.4725,0.7525,448.22,0.0521,0.3241,0.426,0.4213,low