ai_index_main.csv

country,year,ai_adoption_consumer,ai_adoption_enterprise,internet_penetration,gdp_per_capita,education_index,tech_workforce_pct,cloud_infrastructure,data_availability,ai_policy_score,ai_startups_count,ai_investment_billion_usd,rd_spending_gdp_pct,ai_research_papers,stem_graduates_pct,ai_talent_rank,5g_coverage_pct,data_center_count,gpu_availability_index,ai_regulation_score,government_ai_spending,adoption_gap,ai_readiness_score,ai_index_score,ai_growth_rate,ai_global_rank
USA,2015,76.34,84.36,94.03,75328.19,0.95,8.59,86.1,92.36,80.28,6405,192.57,1.4,88006,30.73,6,100.0,263,84.16,80.28,150.38,8.02,85.16,84.6,0.0,4.0
USA,2016,82.53,92.32,88.87,75183.82,0.95,18.37,87.59,85.02,85.61,5325,168.59,1.9,88827,29.13,22,100.0,641,97.28,85.61,144.04,9.79,85.09,88.16,0.042080378250590966,2.0
USA,2017,78.81,89.61,91.0,73139.66,0.95,16.44,86.75,87.4,86.33,4317,231.99,3.98,43602,10.19,98,100.0,612,94.75,86.33,47.78,10.8,84.07,86.74,-0.01610707803992739,3.0
USA,2018,85.0,92.17,98.0,70644.32,0.95,10.5,86.44,94.13,87.75,4563,178.51,3.92,94627,36.98,59,100.0,423,83.57,87.75,51.75,7.18,82.82,89.7,0.034124971178233876,3.0
USA,2019,84.46,95.81,92.76,71091.33,0.95,3.39,85.68,89.34,89.52,5495,70.61,4.68,129366,32.17,104,100.0,273,96.57,89.52,102.35,11.35,83.05,90.06,0.004013377926421313,2.0
USA,2020,90.59,97.18,88.32,76638.64,0.95,11.19,87.46,95.46,91.1,6193,82.51,1.04,63150,43.0,39,100.0,596,88.64,91.1,153.06,6.6,85.82,92.97,0.03231179213857427,2.0
USA,2021,89.5,96.49,89.21,78092.33,0.95,7.02,83.55,92.33,85.73,8880,85.92,1.15,84519,44.5,29,100.0,632,86.75,85.73,124.5,6.99,86.55,91.09,-0.02022157685274817,3.0
USA,2022,91.83,97.46,89.0,80000.0,0.95,12.64,91.54,88.0,80.98,7617,42.33,2.8,47512,32.58,21,100.0,398,97.24,80.98,55.22,5.63,87.5,92.2,0.012185750356789926,3.0
USA,2023,91.39,100.0,90.05,76401.36,0.95,18.15,88.74,91.13,81.81,8837,162.84,2.03,64782,35.41,107,100.0,644,92.82,81.81,48.96,8.61,85.7,92.7,0.005422993492407713,3.0
USA,2024,91.06,96.77,98.0,79316.53,0.95,14.45,89.82,83.26,80.6,7477,82.93,3.7,49025,21.39,89,100.0,687,93.05,80.6,105.74,5.71,87.16,91.07,-0.01758360302049633,4.0
USA,2025,88.05,99.86,98.0,71335.73,0.95,11.05,87.12,96.57,87.65,7066,135.36,1.38,117309,19.83,3,100.0,267,97.29,87.65,150.97,11.81,83.17,92.72,0.01811793126166683,4.0
USA,2026,100.0,100.0,98.0,77564.42,0.95,7.7,91.72,87.6,83.96,4836,147.93,4.71,113591,29.95,12,100.0,775,85.29,83.96,99.88,0.0,86.28,95.16,0.026315789473684292,3.0
China,2015,90.27,97.32,98.0,80000.0,0.95,11.2,100.0,100.0,100.0,7503,220.03,3.42,129026,37.85,106,100.0,441,94.57,100.0,120.55,7.06,87.5,96.15,0.0,1.0
China,2016,85.48,94.62,98.0,80000.0,0.95,4.29,93.47,93.72,100.0,7630,213.79,1.47,116478,12.99,7,100.0,557,102.72,100.0,140.1,9.14,87.5,92.67,-0.036193447737909556,1.0
China,2017,93.46,100.0,98.0,78034.88,0.95,17.05,97.55,94.34,88.54,8703,134.21,1.28,42456,18.76,66,100.0,641,97.36,88.54,170.35,6.54,86.52,95.54,0.030970108988885414,1.0
China,2018,96.55,100.0,98.0,80000.0,0.95,2.83,96.72,100.0,88.38,4659,232.63,3.67,92878,13.42,59,100.0,298,99.67,88.38,96.78,3.45,87.5,96.73,0.01245551601423478,1.0
China,2019,96.12,100.0,98.0,80000.0,0.95,3.27,98.19,100.0,98.04,8372,49.92,3.14,166836,30.14,47,100.0,499,101.34,98.04,168.58,3.88,87.5,97.81,0.01116509872841931,1.0
China,2020,94.81,100.0,98.0,80000.0,0.95,4.13,100.0,93.51,100.0,8707,182.7,4.45,134279,38.12,34,100.0,705,105.26,100.0,175.07,5.19,87.5,97.3,-0.005214190778039085,1.0
China,2021,96.69,100.0,98.0,80000.0,0.95,3.86,100.0,99.6,99.42,9977,155.44,4.22,68420,41.34,47,98.49,814,94.53,99.42,86.31,3.31,87.5,98.32,0.010483042137718446,1.0
China,2022,100.0,100.0,98.0,80000.0,0.95,16.25,96.09,98.09,98.25,9280,64.18,2.72,26766,29.23,53,100.0,423,94.92,98.25,62.99,0.0,87.5,98.3,-0.00020341741253049328,1.0
China,2023,100.0,100.0,98.0,80000.0,0.95,3.53,93.89,100.0,98.75,10496,126.57,2.17,146614,43.15,118,100.0,441,94.41,98.75,146.85,0.0,87.5,98.21,-0.0009155645981688831,1.0
China,2024,100.0,100.0,98.0,80000.0,0.95,4.12,93.27,100.0,89.01,8414,208.51,3.13,170318,23.12,34,100.0,334,107.61,89.01,45.69,0.0,87.5,97.14,-0.010895020873638028,1.0
China,2025,100.0,100.0,98.0,80000.0,0.95,10.18,100.0,100.0,97.6,8280,172.86,4.56,24843,19.83,114,100.0,497,102.46,97.6,80.76,0.0,87.5,99.01,0.019250566193123264,1.0
China,2026,100.0,100.0,98.0,77541.12,0.95,7.57,100.0,100.0,98.63,9430,195.0,1.23,162186,38.79,114,100.0,608,99.43,98.63,167.43,0.0,86.27,99.11,0.001009998990000982,1.0
Germany,2015,77.43,89.34,98.0,77622.9,0.95,17.16,84.5,91.9,83.7,8476,130.38,2.37,53980,11.97,103,100.0,779,97.94,83.7,103.97,11.91,86.31,86.18,0.0,3.0
Germany,2016,76.95,88.62,98.0,76425.84,0.95,8.45,89.05,86.42,88.07,4519,169.94,2.84,124019,28.21,102,100.0,505,96.14,88.07,86.2,11.68,85.71,86.45,0.0031329774889765627,3.0
Germany,2017,82.15,88.1,95.84,80000.0,0.95,9.87,83.14,88.25,86.84,8835,106.9,2.81,125610,23.88,75,100.0,748,85.2,86.84,147.39,5.95,87.5,86.79,0.003932909196067147,2.0
Germany,2018,79.88,88.32,89.51,76584.03,0.95,4.32,86.28,92.49,81.59,4598,68.61,1.12,105566,16.37,42,100.0,451,93.0,81.59,59.15,8.45,85.79,86.65,-0.001613089065560569,5.0
Germany,2019,82.03,87.87,98.0,73913.46,0.95,14.43,87.6,86.09,83.46,4114,194.86,3.33,27075,40.58,110,89.82,328,95.08,83.46,126.53,5.84,84.46,86.82,0.0019619157530292863,5.0
Germany,2020,81.92,91.25,88.72,75254.56,0.95,6.54,86.68,89.93,89.2,7793,213.54,2.8,90298,13.75,54,100.0,307,87.03,89.2,83.13,9.33,85.13,88.46,0.01888965676111498,5.0
Germany,2021,82.86,88.7,98.0,72684.65,0.95,10.97,91.9,91.89,88.18,4374,143.72,3.14,120245,25.11,16,96.5,382,92.68,88.18,105.77,5.84,83.84,88.93,0.005313135880624209,5.0
Germany,2022,88.98,94.7,91.72,78129.41,0.95,7.13,84.52,86.68,80.4,4846,213.84,0.86,89231,24.36,117,91.35,404,97.53,80.4,140.25,5.71,86.56,89.56,0.007084223546609536,5.0
Germany,2023,94.73,100.0,98.0,74370.95,0.95,5.37,88.56,91.57,82.19,5666,121.95,2.78,49628,14.02,73,96.65,518,85.31,82.19,95.28,5.27,84.69,93.59,0.04499776686020551,2.0
Germany,2024,93.37,98.81,93.08,77248.2,0.95,14.27,92.89,87.83,90.14,8049,155.13,2.62,73413,22.21,111,100.0,758,84.86,90.14,124.5,5.44,86.12,94.02,0.00459450796025207,3.0
Germany,2025,100.0,100.0,91.28,80000.0,0.95,16.66,90.94,86.02,80.45,7531,140.98,2.11,138742,23.74,98,100.0,391,89.93,80.45,74.25,0.0,87.5,94.54,0.0055307381408211675,2.0
Germany,2026,100.0,100.0,90.33,70089.7,0.95,18.92,88.43,96.59,87.35,7326,104.29,1.13,127066,31.7,64,100.0,648,85.27,87.35,75.46,0.0,82.54,95.91,0.014491220647344871,2.0
UK,2015,67.77,78.91,95.66,69085.17,0.95,4.29,77.15,86.05,70.39,5347,171.35,1.17,42105,35.28,86,97.96,519,81.87,70.39,60.32,11.14,82.04,78.14,0.0,9.0
UK,2016,73.24,84.87,90.96,59833.74,0.95,2.33,75.26,82.52,76.32,7632,194.52,3.04,99927,42.29,85,83.3,454,82.83,76.32,78.09,11.63,77.42,80.95,0.03596109546966986,8.0
UK,2017,72.69,83.56,89.1,63779.31,0.95,12.64,74.97,87.54,81.78,5355,43.77,2.01,113065,10.16,40,90.67,432,87.53,81.78,70.07,10.87,79.39,81.49,0.006670784434836152,9.0
UK,2018,76.63,84.79,87.11,67048.41,0.93,18.47,75.14,76.37,76.2,5179,134.12,3.35,15365,33.22,22,100.0,219,79.95,76.2,43.16,8.17,80.13,80.87,-0.007608295496379758,8.0
UK,2019,78.83,89.08,82.54,80000.0,0.9,2.66,75.83,87.2,71.8,5707,131.41,0.8,109685,25.87,63,91.95,357,82.12,71.8,50.37,10.25,85.03,82.76,0.023370842092246713,8.0
UK,2020,73.54,81.4,91.91,61689.78,0.95,2.49,73.98,76.07,79.47,4504,74.07,3.52,16183,13.64,96,84.08,496,77.3,79.47,44.62,7.86,78.34,79.63,-0.037820202996616814,13.0
UK,2021,77.8,85.58,96.65,72282.14,0.95,2.23,80.41,76.8,73.12,3847,70.08,0.62,36190,30.41,51,100.0,586,78.85,73.12,61.11,7.78,83.64,82.15,0.031646364435514274,12.0
UK,2022,80.93,88.79,97.7,60944.19,0.95,15.74,79.25,80.27,73.14,4110,183.58,2.69,124409,37.99,51,79.4,285,81.85,73.14,99.67,7.87,77.97,83.91,0.02142422398052335,9.0
UK,2023,79.45,88.13,97.01,69581.66,0.95,4.12,75.44,77.81,69.0,6209,81.45,2.99,94332,39.04,25,79.06,212,87.23,69.0,124.45,8.68,82.29,82.15,-0.02097485401024901,12.0
UK,2024,87.82,99.22,79.67,77054.71,0.92,4.99,77.92,79.47,76.51,6986,48.59,3.21,44097,23.63,35,89.4,532,78.18,76.51,92.75,11.4,84.64,87.88,0.06975045648204481,9.0
UK,2025,86.24,92.74,79.76,71193.93,0.95,10.93,74.04,77.66,77.65,6307,91.79,3.97,26932,12.63,87,93.59,515,80.25,77.65,59.77,6.5,83.1,85.63,-0.025603095129722364,13.0
UK,2026,95.19,100.0,81.46,71889.38,0.94,19.1,77.34,75.1,82.49,5582,66.17,2.94,121736,35.63,96,98.49,518,86.47,82.49,60.1,4.81,83.03,90.28,0.054303398341702724,7.0
Japan,2015,72.61,82.49,98.0,76433.8,0.93,10.54,80.31,91.21,86.91,7982,188.91,1.94,122405,11.3,71,89.24,214,78.5,86.91,111.73,9.88,84.73,82.59,0.0,6.0
Japan,2016,74.12,82.9,98.0,71036.24,0.95,13.09,85.25,82.12,81.73,4796,40.58,4.42,17237,40.61,63,100.0,606,92.31,81.73,74.23,8.78,83.02,82.68,0.0010897203051216664,7.0
Japan,2017,71.67,82.79,90.77,69792.09,0.95,15.28,87.18,88.87,78.61,4826,56.15,2.1,51870,20.37,28,83.6,155,92.16,78.61,82.59,11.12,82.4,82.69,0.00012094823415575995,7.0
Japan,2018,78.44,88.94,98.0,66988.48,0.95,10.41,78.24,83.61,85.53,6723,66.38,4.96,44635,43.0,78,100.0,441,80.8,85.53,55.33,10.5,80.99,84.74,0.024791389527149654,6.0
Japan,2019,76.42,81.82,98.0,75118.26,0.95,5.13,87.03,90.6,86.26,5623,173.3,3.63,34507,38.55,27,89.06,455,86.24,86.26,99.12,5.4,85.06,84.55,-0.0022421524663677195,7.0
Japan,2020,79.2,90.42,95.45,70528.7,0.95,11.92,86.9,90.27,84.48,4057,110.04,2.18,48291,35.32,60,84.77,272,87.59,84.48,44.43,11.22,82.73,87.15,0.030751034890597273,6.0
Japan,2021,84.26,95.03,87.68,54937.33,0.95,17.82,80.82,87.51,80.83,7655,155.25,4.33,127402,34.79,100,100.0,538,86.62,80.83,117.85,10.77,74.97,88.03,0.0100975329890991,6.0
Japan,2022,79.34,85.46,82.47,70489.76,0.95,7.17,85.52,89.82,79.95,6741,213.62,3.34,48298,32.19,65,100.0,206,88.76,79.95,94.9,6.13,82.74,85.26,-0.03146654549585359,7.0
Japan,2023,89.01,94.73,88.36,78386.28,0.95,14.75,86.71,87.66,73.36,3958,141.46,2.06,95320,11.6,104,100.0,705,88.59,73.36,50.29,5.72,86.69,89.3,0.04738447102979104,6.0
Japan,2024,87.51,97.29,90.87,71686.18,0.95,10.12,81.8,81.45,87.3,4445,179.91,3.62,43215,12.88,81,100.0,302,91.6,87.3,52.56,9.78,83.34,89.59,0.0032474804031354942,8.0
Japan,2025,90.09,97.88,98.0,71768.42,0.95,6.14,80.08,92.1,78.48,4696,41.8,3.43,62455,40.25,57,100.0,252,90.37,78.48,120.44,7.78,83.38,90.31,0.008036611228931845,7.0
Japan,2026,97.28,100.0,98.0,74641.02,0.95,10.67,77.67,91.15,81.59,4211,58.81,3.59,70500,17.02,59,84.27,481,81.38,81.59,122.72,2.72,84.82,92.49,0.02413907651422864,4.0
South Korea,2015,64.81,71.85,80.45,67393.9,0.95,10.65,81.61,87.56,81.35,3994,76.98,4.94,31797,27.46,74,100.0,451,74.8,81.35,68.94,7.04,81.2,77.55,0.0,10.0
South Korea,2016,70.07,75.62,93.44,68419.54,0.9,16.41,78.62,76.65,78.17,4458,63.99,0.97,93726,34.73,4,100.0,168,82.77,78.17,108.91,5.55,79.37,77.24,-0.0039974210186976,12.0
South Korea,2017,75.54,86.24,96.0,74131.4,0.95,10.14,75.46,88.08,77.87,6620,126.49,3.79,24165,12.11,30,84.44,625,77.94,77.87,136.79,10.7,84.57,82.61,0.06952356292076645,8.0
South Korea,2018,73.02,81.51,98.0,72269.61,0.95,19.55,80.21,85.44,73.08,6653,69.58,3.56,22983,11.07,31,93.53,623,85.56,73.08,112.43,8.49,83.63,80.77,-0.02227333252632857,9.0
South Korea,2019,73.28,78.56,94.16,63526.6,0.95,10.76,83.33,83.34,76.23,7741,191.67,2.4,48639,30.73,109,85.98,486,84.13,76.23,111.43,5.28,79.26,80.67,-0.0012380834468243007,10.0
South Korea,2020,76.16,82.83,89.5,72125.58,0.93,6.45,84.37,77.37,82.47,7728,112.37,2.82,58971,30.75,20,91.39,679,78.53,82.47,103.45,6.66,82.69,82.37,0.02107350935911745,10.0
South Korea,2021,79.28,87.45,90.05,67316.92,0.95,8.07,77.02,75.76,72.2,7524,109.86,1.62,91308,34.74,20,84.68,159,85.7,72.2,104.18,8.18,81.16,82.28,-0.0010926308121889106,11.0
South Korea,2022,82.5,93.58,80.8,71565.11,0.95,11.56,76.71,76.33,73.7,8049,41.68,1.05,70627,42.69,38,94.87,162,76.88,73.7,137.91,11.08,83.28,84.78,0.030384054448225672,8.0
South Korea,2023,89.93,98.54,80.25,74237.07,0.95,7.54,79.54,84.66,71.75,6918,69.98,3.53,135538,13.29,81,92.97,623,77.31,71.75,107.2,8.61,84.62,88.94,0.049068176456711354,7.0
South Korea,2024,90.7,100.0,98.0,70407.52,0.95,14.41,83.34,83.21,70.11,6781,72.39,3.46,63313,32.79,13,99.39,696,75.38,70.11,136.93,9.3,82.7,89.76,0.009219698673262888,7.0
South Korea,2025,86.6,96.77,93.01,71262.22,0.95,16.54,83.44,80.72,74.56,7199,173.76,2.46,116470,14.21,65,79.83,320,80.15,74.56,76.22,10.17,83.13,88.14,-0.018048128342246006,11.0
South Korea,2026,87.82,95.44,93.02,64698.47,0.94,13.15,76.93,75.75,78.71,5742,100.96,4.39,79013,26.77,4,89.89,351,80.64,78.71,95.45,7.61,79.55,86.96,-0.013387792148854216,12.0
Canada,2015,74.15,85.84,95.95,76403.9,0.95,18.16,78.19,80.94,73.12,4894,205.7,0.77,137392,22.31,13,97.58,295,82.28,73.12,70.15,11.69,85.7,81.38,0.0,7.0
Canada,2016,76.0,86.02,86.63,63443.52,0.95,14.26,80.73,84.21,74.83,4577,132.35,3.69,28645,29.86,31,100.0,428,90.09,74.83,96.76,10.01,79.22,82.77,0.017080363725731074,6.0
Canada,2017,75.41,86.15,95.22,75363.84,0.95,9.4,86.85,81.43,76.18,7942,200.77,2.09,45727,37.32,33,100.0,393,88.02,76.18,46.96,10.73,85.18,83.43,0.00797390358825667,6.0
Canada,2018,76.34,86.49,83.48,80000.0,0.95,13.56,86.63,81.26,74.44,6752,136.28,1.54,65968,30.81,60,100.0,225,88.43,74.44,80.78,10.16,87.5,83.52,0.0010787486515639877,7.0
Canada,2019,81.78,87.68,88.49,77885.96,0.95,3.43,79.05,88.87,81.68,4087,199.7,1.36,57094,17.93,43,85.09,449,79.02,81.68,124.15,5.9,86.44,85.53,0.024066091954022983,6.0
Canada,2020,79.97,88.7,98.0,78159.35,0.95,13.91,81.25,83.0,83.05,6500,169.85,2.59,22503,29.68,114,88.26,548,81.02,83.05,95.18,8.73,86.58,85.21,-0.0037413772945166235,7.0
Canada,2021,79.26,88.91,90.99,80000.0,0.95,4.74,85.96,91.91,76.52,8722,205.69,2.93,125250,28.23,75,85.68,587,79.92,76.52,126.96,9.65,87.5,86.03,0.00962328365215348,7.0
Canada,2022,86.44,92.05,90.94,67651.07,0.95,10.05,87.37,86.31,77.59,6719,130.62,4.64,79905,44.73,102,89.26,689,79.75,77.59,126.02,5.61,81.33,88.37,0.027199814018365798,6.0
Canada,2023,86.77,92.34,89.93,75846.24,0.95,19.56,82.03,80.61,83.43,6925,186.61,1.1,127875,42.3,58,100.0,592,80.63,83.43,91.54,5.57,85.42,87.74,-0.007129116215910503,8.0
Canada,2024,85.4,90.58,98.0,71145.47,0.94,9.78,79.36,92.45,81.25,5243,128.88,2.48,28485,32.43,26,100.0,525,80.28,81.25,43.22,5.18,82.76,87.42,-0.0036471392751309395,10.0
Canada,2025,94.59,99.99,85.85,69560.7,0.95,4.18,84.95,92.76,76.59,5200,54.94,3.61,22786,27.83,119,100.0,505,82.6,76.59,104.82,5.4,82.28,92.57,0.058911004346831275,5.0
Canada,2026,92.28,100.0,98.0,67784.17,0.95,15.21,79.95,83.52,79.22,7581,38.52,2.37,77852,10.67,31,100.0,226,86.03,79.22,60.07,7.72,81.39,90.59,-0.02138921896942847,6.0
France,2015,66.34,75.18,84.95,65105.26,0.87,4.7,74.73,82.85,66.65,4740,152.75,2.64,57138,23.81,55,98.73,595,84.51,66.65,109.53,8.84,76.24,74.64,0.0,13.0
France,2016,70.31,81.19,87.93,62153.73,0.9,13.87,70.57,83.71,72.1,7343,136.34,3.26,20856,28.14,18,97.3,397,80.39,72.1,36.67,10.89,76.21,77.58,0.03938906752411575,10.0
France,2017,67.81,72.89,81.11,63355.2,0.87,8.29,79.75,81.24,70.48,6793,140.36,1.33,33464,13.44,79,98.11,268,70.5,70.48,40.63,5.08,74.98,75.3,-0.029389017788089777,12.0
France,2018,71.02,78.7,90.67,70162.05,0.95,13.59,72.24,72.0,74.41,5678,39.43,4.86,106747,20.25,117,93.24,434,81.4,74.41,111.96,7.67,82.58,77.16,0.024701195219123395,12.0
France,2019,71.44,78.01,87.44,63357.05,0.95,18.98,73.9,76.66,71.77,4357,52.39,1.39,117096,32.6,35,99.66,579,82.88,71.77,122.44,6.57,79.18,77.54,0.004924831518921868,13.0
France,2020,75.29,85.39,86.08,63938.36,0.95,19.72,77.95,80.02,67.84,7536,39.63,1.24,28491,35.41,98,81.59,394,82.79,67.84,104.24,10.1,79.47,80.9,0.0433324735620324,11.0
France,2021,81.27,90.22,90.4,66385.58,0.91,4.88,77.07,83.28,74.73,5365,34.11,1.61,98270,44.71,12,87.23,547,73.24,74.73,86.86,8.96,78.76,83.9,0.037082818294190245,8.0
France,2022,80.77,91.25,75.89,59202.4,0.92,15.42,75.72,70.26,76.6,4182,188.71,2.16,51394,15.21,37,100.0,649,75.71,76.6,76.45,10.49,75.75,82.89,-0.012038140643623407,11.0
France,2023,83.71,91.6,82.29,66305.24,0.93,16.3,77.14,70.23,74.48,3683,128.44,2.66,88398,12.27,70,92.03,422,79.23,74.48,98.73,7.89,79.66,83.82,0.011219688744118717,10.0
France,2024,83.95,89.49,89.34,69073.62,0.95,16.2,70.77,75.2,76.96,5619,104.32,1.16,51542,25.19,11,81.8,442,81.22,76.96,130.2,5.54,82.04,83.44,-0.004533524218563567,13.0
France,2025,92.89,100.0,82.86,60060.88,0.95,12.29,71.37,76.33,77.78,5940,62.65,2.13,52283,10.92,3,100.0,272,77.95,77.78,61.8,7.11,77.53,88.59,0.06172099712368184,9.0
France,2026,88.51,99.41,84.84,62851.63,0.95,4.4,72.04,82.22,72.05,3626,151.21,2.73,64290,35.53,92,79.95,448,72.21,72.05,106.05,10.89,78.93,87.46,-0.01275538999887127,11.0
Sweden,2015,73.07,84.41,93.85,69972.45,0.95,15.98,82.35,83.93,86.25,4085,128.67,0.65,23412,41.73,17,100.0,395,85.06,86.25,138.46,11.34,82.49,82.99,0.0,5.0
Sweden,2016,76.06,87.62,98.0,76089.71,0.95,19.66,80.38,86.14,78.76,5086,159.85,1.39,91142,26.24,116,100.0,359,81.57,78.76,54.41,11.56,85.54,83.72,0.008796240510904996,5.0
Sweden,2017,76.63,85.29,86.21,78019.14,0.95,14.74,81.0,92.76,85.7,6590,52.72,2.56,80277,15.8,113,100.0,550,86.79,85.7,83.66,8.66,86.51,84.73,0.012064022933588214,5.0
Sweden,2018,80.93,91.58,88.88,71300.53,0.95,6.66,84.45,80.63,86.65,4605,99.22,3.91,84951,17.17,105,100.0,671,83.44,86.65,88.09,10.64,83.15,86.77,0.02407647822494985,4.0
Sweden,2019,83.29,92.06,98.0,74549.11,0.95,8.85,84.83,81.44,84.71,7806,217.92,1.42,85483,20.05,95,100.0,529,91.82,84.71,81.89,8.77,84.77,87.43,0.007606315546848208,3.0
Sweden,2020,86.95,97.51,90.39,68758.75,0.95,19.7,83.02,92.71,88.45,4480,75.23,1.33,135425,32.9,19,98.06,518,81.11,88.45,136.51,10.55,81.88,90.93,0.04003202562049646,4.0
Sweden,2021,88.1,99.99,98.0,77460.8,0.95,9.69,86.53,89.37,77.34,4592,39.79,3.02,86031,35.18,106,87.24,587,82.67,77.34,133.78,11.89,86.23,90.92,-0.00010997470581775026,4.0
Sweden,2022,91.16,99.45,94.74,80000.0,0.95,16.91,88.07,86.74,80.22,5499,69.94,3.7,126261,13.52,29,89.11,358,86.61,80.22,121.51,8.3,87.5,91.81,0.00978882534095904,4.0
Sweden,2023,93.16,100.0,98.0,67262.08,0.95,7.85,89.65,89.37,76.75,7338,50.46,1.29,130271,17.95,100,93.23,534,90.27,76.75,94.99,6.84,81.13,92.6,0.008604727153904701,4.0
Sweden,2024,85.34,96.44,90.06,79997.74,0.95,18.33,87.51,91.68,84.83,7257,142.31,1.0,75206,26.11,103,100.0,377,94.51,84.83,49.86,11.1,87.5,90.47,-0.023002159827213764,5.0
Sweden,2025,92.04,99.08,85.21,73745.02,0.95,19.33,88.96,91.16,86.93,7550,94.46,4.23,52902,40.55,14,100.0,473,81.3,86.93,64.59,7.05,84.37,93.18,0.029954681109760184,3.0
Sweden,2026,85.47,92.55,98.0,65428.33,0.95,17.34,82.85,91.0,75.58,7241,148.44,4.52,39941,12.76,29,100.0,170,88.6,75.58,149.2,7.08,80.21,87.84,-0.05730843528654217,10.0
Switzerland,2015,78.31,89.68,98.0,73198.68,0.95,11.31,89.53,95.27,91.02,6236,100.59,2.46,123990,31.07,107,100.0,533,92.31,91.02,108.0,11.37,84.1,88.31,0.0,2.0
Switzerland,2016,76.69,84.38,98.0,78212.61,0.95,15.38,87.71,92.62,92.09,6650,162.31,0.82,51208,22.66,57,89.2,242,86.99,92.09,152.35,7.69,86.61,86.14,-0.024572528592458398,4.0
Switzerland,2017,80.66,87.63,87.99,70803.85,0.95,5.94,84.91,90.58,77.92,4091,59.94,2.02,128012,30.02,62,96.64,735,88.79,77.92,49.09,6.96,82.9,85.91,-0.0026700719758533387,4.0
Switzerland,2018,82.02,93.14,90.47,76240.17,0.95,6.95,87.77,93.37,92.73,6041,121.0,2.35,142726,34.99,73,97.12,668,97.16,92.73,134.8,11.12,85.62,89.82,0.04551274589686871,2.0
Switzerland,2019,82.14,87.56,95.51,75420.14,0.95,10.21,88.87,93.13,79.55,5902,62.47,2.39,120809,12.49,10,98.48,742,92.86,79.55,118.15,5.42,85.21,87.27,-0.028390113560454178,4.0
Switzerland,2020,85.59,96.98,90.25,77342.5,0.95,18.24,88.96,95.94,88.7,4253,142.82,1.14,17207,24.77,36,100.0,515,83.49,88.7,53.28,11.39,86.17,91.7,0.050762002979259924,3.0
Switzerland,2021,87.13,98.05,93.34,80000.0,0.95,7.51,89.76,89.28,87.93,8190,125.79,4.09,130791,40.01,110,100.0,354,91.57,87.93,82.25,10.92,87.5,91.73,0.00032715376226821746,2.0
Switzerland,2022,93.4,99.57,94.75,80000.0,0.95,4.78,87.14,84.97,91.19,4030,164.59,3.37,63287,12.51,49,97.17,577,91.92,91.19,81.49,6.17,87.5,93.18,0.015807260438242654,2.0
Switzerland,2023,89.01,94.99,98.0,77703.41,0.95,8.92,87.69,83.25,85.42,4104,44.94,2.25,37987,10.82,90,100.0,335,96.34,85.42,52.48,5.98,86.35,90.27,-0.031229877656149485,5.0
Switzerland,2024,99.07,100.0,95.63,80000.0,0.95,8.94,92.68,87.16,92.25,5746,144.27,1.19,93144,28.96,91,100.0,429,87.37,92.25,69.2,0.93,87.5,95.86,0.06192533510579379,2.0
Switzerland,2025,89.81,100.0,90.62,76994.72,0.95,9.99,88.41,88.04,86.54,7303,134.05,2.31,154809,40.81,75,100.0,542,85.86,86.54,85.05,10.19,86.0,92.42,-0.03588566659712078,6.0
Switzerland,2026,86.48,98.23,98.0,80000.0,0.95,4.35,91.93,93.67,85.84,8198,63.21,4.07,54203,40.7,113,92.3,443,97.55,85.84,95.36,11.75,87.5,92.17,-0.002705042198658303,5.0
India,2015,65.59,75.92,88.82,60030.67,0.91,17.58,76.14,79.94,74.66,7981,102.18,4.22,106029,30.07,114,83.29,193,85.08,74.66,77.95,10.33,75.68,75.96,0.0,12.0
India,2016,71.55,80.93,91.03,66594.68,0.95,15.01,81.53,72.56,74.42,6624,56.24,1.85,56890,38.16,34,83.59,649,72.4,74.42,134.32,9.39,80.8,79.3,0.04397051079515535,9.0
India,2017,73.01,83.18,92.34,64592.88,0.88,15.84,80.61,83.38,69.41,6464,162.48,4.31,87754,13.1,59,79.6,353,78.38,69.41,40.3,10.17,76.08,79.55,0.0031525851197982124,11.0
India,2018,71.57,77.08,78.81,67804.89,0.95,11.01,81.82,80.11,71.76,7104,152.55,0.73,22281,24.1,36,84.24,285,84.32,71.76,127.4,5.51,81.4,78.87,-0.00854808296668752,11.0
India,2019,74.97,81.55,84.43,65878.99,0.95,13.66,78.68,86.96,76.32,3942,183.09,2.76,67864,30.51,75,79.42,501,75.9,76.32,105.68,6.58,80.44,81.51,0.03347280334728042,9.0
India,2020,81.18,87.18,82.96,68453.86,0.95,4.41,80.02,76.34,74.72,6328,42.77,3.87,51910,10.0,61,78.68,283,82.88,74.72,39.96,6.0,81.73,83.45,0.023800760642865848,9.0
India,2021,83.08,90.6,93.05,62978.7,0.89,18.05,74.97,84.91,71.97,5406,186.67,2.2,130192,13.13,82,92.09,343,81.76,71.97,104.66,7.52,76.14,83.75,0.0035949670461352667,9.0
India,2022,72.68,84.45,83.23,69882.17,0.95,3.9,79.88,86.53,77.81,7045,141.97,0.72,57051,43.49,60,90.25,380,75.4,77.81,70.84,11.76,82.44,81.95,-0.021492537313432813,13.0
India,2023,79.07,85.55,81.59,73446.56,0.95,14.2,78.84,79.36,80.47,6225,83.3,1.11,92359,35.85,38,96.62,347,82.97,80.47,53.74,6.48,84.22,83.21,0.015375228798047536,11.0
India,2024,85.46,91.24,77.56,62878.54,0.88,8.82,77.43,76.28,79.8,4952,36.89,1.06,63541,27.25,49,93.2,454,72.42,79.8,80.47,5.78,75.66,84.67,0.017545968032688375,11.0
India,2025,92.16,100.0,79.78,77360.49,0.94,2.31,80.0,80.09,81.91,6990,169.38,1.04,45613,10.61,35,100.0,413,77.49,81.91,71.15,7.84,85.43,90.27,0.0661391283807724,8.0
India,2026,75.59,86.52,92.88,72214.3,0.95,10.24,72.51,85.75,79.02,5237,84.58,0.8,41090,18.63,58,99.69,389,73.14,79.02,130.28,10.93,83.61,82.13,-0.09017392267641522,13.0
Brazil,2015,69.32,74.85,81.67,68958.92,0.95,13.2,77.51,77.24,71.79,7208,133.97,1.16,114300,32.26,47,99.08,280,79.03,71.79,129.19,5.53,81.98,76.82,0.0,11.0
Brazil,2016,70.14,75.57,87.81,73791.16,0.95,4.42,75.33,73.97,78.32,8059,125.6,1.59,75814,33.79,10,87.1,582,80.75,78.32,90.88,5.44,84.4,77.21,0.005076802915907397,13.0
Brazil,2017,71.62,82.53,83.69,61734.7,0.9,19.29,83.67,85.75,81.66,4391,198.2,4.98,101980,44.34,68,86.64,378,82.76,81.66,41.98,10.91,75.79,81.31,0.053101929801839365,10.0
Brazil,2018,74.69,80.83,91.67,70983.92,0.95,14.0,78.62,84.63,72.56,4226,131.7,3.97,75603,10.42,2,89.57,647,77.28,72.56,99.95,6.13,82.99,80.64,-0.00824006887221751,10.0
Brazil,2019,73.28,78.95,92.1,73266.15,0.95,4.13,78.14,74.29,76.07,4835,102.91,4.64,136873,11.57,91,90.01,353,85.17,76.07,129.28,5.67,84.13,79.07,-0.019469246031746157,11.0
Brazil,2020,83.0,89.76,83.66,59521.79,0.95,5.45,79.5,79.23,78.7,7868,51.95,2.78,41142,11.36,5,84.11,615,78.09,78.7,132.59,6.76,77.26,85.16,0.07702036170481863,8.0
Brazil,2021,76.96,87.27,97.78,78736.69,0.95,18.07,76.68,79.15,82.27,5464,168.76,2.64,75435,17.16,71,84.44,320,86.68,82.27,55.81,10.31,86.87,82.95,-0.025951150775011644,10.0
Brazil,2022,77.0,87.85,91.95,55833.42,0.95,4.73,77.18,84.26,80.42,7664,127.22,1.77,66472,11.31,16,100.0,137,80.1,80.42,88.39,10.85,75.42,83.51,0.006751054852320637,10.0
Brazil,2023,75.34,80.35,92.12,63418.26,0.93,15.35,81.15,88.36,72.22,7531,107.18,1.86,54087,34.94,98,84.3,342,87.38,72.22,117.74,5.01,78.44,81.17,-0.028020596335768255,13.0
Brazil,2024,93.99,100.0,82.2,65866.94,0.95,16.05,74.64,82.02,79.49,6256,198.34,0.69,46654,31.05,36,100.0,555,75.39,79.49,87.5,6.01,80.43,90.1,0.11001601576937281,6.0
Brazil,2025,86.12,96.0,92.75,71888.1,0.95,15.12,81.0,80.78,82.67,7595,81.6,4.13,37968,22.09,40,100.0,609,84.37,82.67,109.52,9.88,83.44,88.28,-0.020199778024417192,10.0
Brazil,2026,90.47,96.61,79.36,68826.51,0.95,17.1,81.72,84.87,74.62,3497,155.56,4.87,68013,18.22,84,100.0,438,88.36,74.62,39.76,6.14,81.91,89.22,0.010647938377888577,8.0
Mexico,2015,60.63,69.5,73.24,58906.19,0.95,7.58,69.06,67.07,73.08,4224,160.97,3.53,98198,18.77,75,87.25,520,78.69,73.08,31.14,8.87,76.95,71.16,0.0,14.0
Mexico,2016,60.83,67.97,84.75,60444.65,0.86,9.28,68.63,74.42,65.11,3292,147.8,1.79,58832,33.99,40,71.79,299,79.26,65.11,87.9,7.15,73.15,69.32,-0.025857223159078235,15.0
Mexico,2017,65.15,75.41,78.74,54168.6,0.88,19.65,66.11,69.26,64.24,3288,107.98,1.31,117019,13.97,49,92.23,458,71.44,64.24,61.28,10.26,71.32,71.68,0.034045008655510856,14.0
Mexico,2018,63.56,70.44,82.17,55953.33,0.9,3.39,67.97,74.95,74.62,3322,172.99,1.84,21978,30.97,75,89.55,248,65.32,74.62,117.04,6.88,72.86,72.12,0.006138392857142794,14.0
Mexico,2019,67.63,74.82,89.03,66045.47,0.92,3.91,67.81,74.06,73.09,3656,171.98,3.81,107534,17.09,70,91.13,447,71.22,73.09,31.44,7.19,79.17,74.34,0.030782029950083167,14.0
Mexico,2020,66.22,74.01,89.64,58460.32,0.95,3.83,73.49,67.92,70.18,3039,95.19,0.92,92973,42.01,52,77.86,329,75.95,70.18,30.86,7.79,76.73,74.14,-0.002690341673392549,14.0
Mexico,2021,73.98,83.98,84.87,67937.11,0.85,2.25,66.01,68.08,73.26,4049,62.26,1.72,38798,12.19,55,92.08,411,75.19,73.26,37.36,10.0,76.44,76.27,0.02872943080658219,14.0
Mexico,2022,77.99,89.52,84.95,62135.3,0.95,15.28,70.54,68.1,69.35,5198,40.33,2.17,111620,30.46,65,78.16,297,78.53,69.35,90.13,11.53,78.57,80.45,0.05480529697128622,14.0
Mexico,2023,76.04,85.98,88.82,70802.83,0.85,3.15,69.37,71.73,69.84,6474,73.98,2.5,14389,20.54,60,71.78,356,79.0,69.84,39.55,9.94,77.93,77.83,-0.032566811684276,15.0
Mexico,2024,77.38,83.5,83.38,68842.03,0.85,17.87,66.7,66.15,62.88,6429,132.98,1.0,43301,20.84,30,85.55,377,70.45,62.88,61.94,6.12,77.07,75.92,-0.024540665553128616,14.0
Mexico,2025,84.54,96.21,88.92,56755.56,0.95,17.77,68.36,70.41,67.68,3436,89.05,2.99,66444,16.79,103,90.4,523,77.98,67.68,97.51,11.67,75.88,83.5,0.09984193888303472,14.0
Mexico,2026,79.06,85.32,73.4,54580.79,0.94,2.04,72.04,68.54,61.86,6028,140.08,2.82,29474,12.92,3,75.07,548,68.72,61.86,61.98,6.25,74.07,78.97,-0.05425149700598808,14.0
Turkey,2015,52.97,58.38,81.3,64240.49,0.77,13.09,61.02,60.62,55.4,4636,80.22,2.43,61154,34.38,84,67.26,312,63.29,55.4,94.09,5.4,70.63,60.14,0.0,17.0
Turkey,2016,54.23,60.05,66.23,47037.43,0.84,9.05,60.48,59.25,62.49,5872,52.67,2.79,49745,10.63,95,64.18,301,65.52,62.49,75.17,5.82,65.63,62.45,0.03841037578982376,16.0
Turkey,2017,59.69,70.44,77.94,53510.09,0.89,10.12,65.54,64.38,57.11,3274,137.43,4.47,54157,12.65,47,86.21,480,60.16,57.11,31.29,10.75,71.17,67.84,0.08630904723779032,16.0
Turkey,2018,54.56,60.03,78.18,56349.06,0.91,9.8,63.59,58.22,57.74,6242,98.88,1.95,31066,22.27,45,64.17,258,64.07,57.74,82.54,5.47,73.91,63.5,-0.06397405660377364,16.0
Turkey,2019,57.77,62.81,63.44,55364.52,0.82,15.8,65.15,68.7,60.33,4734,127.92,3.88,85736,28.13,17,82.24,362,68.24,60.33,39.33,5.04,68.58,65.09,0.02503937007874013,16.0
Turkey,2020,59.5,69.81,73.68,53589.79,0.9,13.38,63.08,66.92,65.44,3176,87.79,3.72,35833,17.08,38,69.35,193,63.48,65.44,97.01,10.31,71.93,68.56,0.053310800430173666,16.0
Turkey,2021,65.71,75.33,67.39,47568.13,0.89,18.9,65.07,61.19,62.49,4926,68.33,1.71,28328,34.31,27,79.97,214,67.04,62.49,89.75,9.62,68.06,70.67,0.030775962660443357,16.0
Turkey,2022,68.44,78.33,67.3,48623.05,0.74,2.61,60.79,63.59,52.57,5812,57.76,3.01,14077,33.34,39,89.04,474,61.99,52.57,96.47,9.89,61.25,68.51,-0.030564596009622136,16.0
Turkey,2023,72.69,81.73,68.64,53782.2,0.77,15.47,57.78,58.53,67.09,5547,137.83,4.99,33071,11.41,49,66.01,113,62.51,67.09,87.31,9.04,65.43,71.4,0.042183622828784184,16.0
Turkey,2024,66.13,71.23,62.89,57515.74,0.77,17.07,64.75,66.46,63.54,4865,99.45,3.31,91498,30.54,70,91.83,419,63.74,63.54,81.34,5.1,67.13,68.56,-0.03977591036414574,16.0
Turkey,2025,65.15,76.65,82.02,54606.23,0.91,19.66,60.53,65.02,55.28,4974,130.84,3.72,66055,11.87,55,82.35,386,62.7,55.28,99.66,11.5,72.64,70.16,0.023337222870478236,17.0
Turkey,2026,65.88,75.42,74.09,61919.85,0.86,5.23,59.86,59.45,61.65,5177,85.35,3.5,88960,15.94,3,85.48,358,67.6,61.65,91.56,9.54,73.98,69.32,-0.011972633979475567,18.0
Indonesia,2015,72.18,78.26,87.72,61154.91,0.94,12.67,76.78,75.21,79.88,4943,41.61,0.64,63546,12.96,73,100.0,598,80.94,79.88,53.96,6.08,77.62,78.75,0.0,8.0
Indonesia,2016,68.77,75.78,94.0,65223.87,0.95,13.21,79.08,86.01,66.51,7803,109.82,4.31,20629,21.73,8,100.0,563,83.84,66.51,125.97,7.01,80.11,77.5,-0.015873015873015928,11.0
Indonesia,2017,67.96,74.56,79.41,62724.8,0.9,4.65,75.75,75.08,67.57,7802,158.42,4.85,65496,19.74,95,85.84,290,74.54,67.57,45.88,6.61,76.5,74.8,-0.03483870967741942,13.0
Indonesia,2018,67.93,74.41,93.35,72902.49,0.87,4.79,79.15,73.26,71.2,3685,113.04,1.86,80201,38.13,17,93.48,399,73.22,71.2,94.86,6.47,80.11,75.0,0.002673796791443861,13.0
Indonesia,2019,71.65,78.79,85.22,61822.99,0.95,15.05,79.28,71.91,72.34,5958,143.21,4.0,115728,20.99,65,100.0,654,84.4,72.34,69.83,7.15,78.41,78.18,0.04239999999999999,12.0
Indonesia,2020,72.37,80.75,84.19,74569.7,0.95,7.91,79.44,76.48,78.95,5402,158.94,1.07,36565,43.3,21,93.09,438,78.4,78.95,96.91,8.38,84.78,79.99,0.023151701202353436,12.0
Indonesia,2021,75.85,81.84,80.43,55572.84,0.95,5.29,76.76,73.84,70.24,7120,80.21,4.67,128536,29.99,18,87.29,553,76.57,70.24,41.65,5.99,75.29,79.6,-0.004875609451181373,13.0
Indonesia,2022,79.84,89.55,81.05,68064.02,0.9,6.74,73.26,74.33,79.17,3305,176.81,4.07,87801,36.26,19,89.81,317,72.46,79.17,81.2,9.71,78.81,82.12,0.03165829145728649,12.0
Indonesia,2023,83.64,91.92,85.8,62775.24,0.95,9.74,75.72,82.46,68.37,6062,198.1,3.96,60517,38.96,21,76.97,240,76.16,68.37,83.62,8.28,78.89,84.58,0.029956161714564056,9.0
Indonesia,2024,85.13,90.49,92.84,66162.62,0.95,4.89,71.41,79.32,72.63,3418,107.18,1.57,19110,35.36,14,94.31,280,73.66,72.63,70.66,5.35,80.58,84.06,-0.00614802553795224,12.0
Indonesia,2025,86.85,97.26,94.64,73201.8,0.89,8.97,73.43,81.22,74.54,3608,36.19,4.22,75602,37.13,28,86.41,148,85.48,74.54,99.2,10.41,80.88,85.9,0.021889126814180315,12.0
Indonesia,2026,89.53,96.75,90.84,69531.32,0.95,6.99,79.54,85.26,79.33,4604,192.12,0.55,98350,34.72,75,100.0,296,76.16,79.33,40.85,7.22,82.27,89.21,0.038533178114086075,9.0
South Africa,2015,57.92,64.22,70.7,63838.82,0.95,4.93,67.58,77.79,59.78,5395,51.57,4.86,59096,27.55,30,82.98,429,75.12,59.78,95.98,6.3,79.42,68.68,0.0,15.0
South Africa,2016,64.22,75.41,82.68,54111.38,0.87,6.89,72.81,77.49,63.56,3728,56.59,2.04,57321,39.08,15,90.9,367,68.18,63.56,72.94,11.19,70.51,72.97,0.062463599301106454,14.0
South Africa,2017,65.73,71.55,83.52,52014.39,0.82,13.86,69.32,77.39,64.02,6780,150.23,3.05,81377,41.44,48,78.66,122,76.25,64.02,100.14,5.82,67.08,71.18,-0.02453062902562686,15.0
South Africa,2018,67.15,79.01,83.63,53204.94,0.81,2.58,66.0,64.86,67.78,5656,107.75,0.96,30048,29.88,36,97.01,503,78.61,67.78,52.35,11.86,67.22,71.89,0.009974711997752017,15.0
South Africa,2019,66.95,72.32,81.14,49316.92,0.8,6.55,70.78,70.72,62.25,5322,82.28,4.21,98716,26.71,42,79.73,497,68.78,62.25,47.88,5.37,64.59,70.71,-0.016413965781054474,15.0
South Africa,2020,58.83,65.38,76.55,51259.23,0.95,10.26,67.67,75.98,71.21,4192,166.64,1.03,110693,33.94,64,69.84,341,69.97,71.21,43.66,6.55,73.13,70.17,-0.007636826474331615,15.0
South Africa,2021,71.66,77.14,87.63,59150.88,0.93,13.91,68.03,65.6,68.05,3259,81.61,2.98,54487,39.18,97,87.21,293,67.69,68.05,38.77,5.48,76.15,74.74,0.06512754738492221,15.0
South Africa,2022,67.87,73.36,85.4,67530.65,0.92,2.75,67.81,66.58,61.21,4669,54.18,4.46,70784,18.1,60,90.8,568,67.16,61.21,107.66,5.49,79.77,72.06,-0.0358576398180358,15.0
South Africa,2023,79.45,87.28,77.43,59982.28,0.91,15.17,71.38,71.83,69.02,6339,50.97,4.25,69010,39.56,52,80.23,548,67.62,69.02,103.96,7.82,75.72,80.19,0.11282264779350526,14.0
South Africa,2024,74.68,81.95,88.42,49100.45,0.9,19.38,64.25,67.94,58.95,4570,136.6,2.06,82867,38.19,113,80.86,486,67.84,58.95,116.86,7.28,69.71,75.03,-0.0643471754582865,15.0
South Africa,2025,71.38,77.23,73.31,67103.37,0.93,7.53,73.24,66.57,68.2,5194,90.81,1.22,29880,24.64,91,95.79,157,69.75,68.2,38.28,5.84,79.86,75.51,0.006397441023590522,15.0
South Africa,2026,73.44,80.08,71.57,64099.5,0.82,6.17,64.09,76.38,73.48,6520,165.75,2.39,17134,11.38,69,80.64,131,72.6,73.48,30.43,6.64,73.11,75.3,-0.002781088597536896,15.0
Pakistan,2015,49.74,61.56,66.18,51231.58,0.79,18.28,61.19,59.88,61.39,3868,95.13,0.73,49073,39.13,96,67.48,193,68.01,61.39,96.2,11.82,64.97,60.93,0.0,16.0
Pakistan,2016,50.67,56.26,70.6,40820.13,0.88,9.96,57.86,67.03,51.52,3725,75.43,2.88,24889,30.02,96,83.55,163,57.99,51.52,45.79,5.58,64.49,60.49,-0.007221401608403011,17.0
Pakistan,2017,52.1,57.34,73.58,59237.9,0.72,6.68,59.67,66.2,53.65,5685,139.01,1.84,31158,24.4,29,80.92,436,65.84,53.65,88.12,5.24,65.56,59.08,-0.023309637956687168,18.0
Pakistan,2018,54.14,63.84,63.87,53156.36,0.78,19.79,58.45,56.97,65.64,6008,126.08,3.47,62929,40.31,35,74.78,352,61.92,65.64,57.91,9.7,65.56,62.22,0.053148273527420464,17.0
Pakistan,2019,57.15,68.69,76.34,56470.47,0.75,2.29,62.64,68.1,59.09,5444,30.47,4.5,100760,20.29,26,83.71,204,68.73,59.09,33.2,11.54,65.62,64.79,0.04130504660880763,17.0
Pakistan,2020,58.48,67.64,69.33,48481.91,0.84,6.97,61.78,65.99,59.38,5267,54.08,3.62,31463,31.89,89,67.31,125,57.71,59.38,71.5,9.16,66.38,65.98,0.018367031949374946,17.0
Pakistan,2021,60.16,67.49,65.92,49316.6,0.89,2.5,60.4,55.95,51.97,4780,79.47,2.97,26102,20.36,79,89.71,121,69.1,51.97,69.29,7.32,69.32,65.16,-0.012428008487420539,17.0
Pakistan,2022,63.67,72.88,63.61,46882.02,0.73,14.86,59.16,69.51,56.85,3579,92.04,3.64,92384,37.73,81,81.14,485,60.18,56.85,25.46,9.21,59.71,66.53,0.021025168815224093,17.0
Pakistan,2023,59.74,68.89,74.05,54010.67,0.83,12.02,55.91,66.68,55.6,3754,42.45,0.92,86104,42.14,78,63.85,264,66.68,55.6,84.73,9.15,68.72,65.28,-0.018788516458740467,18.0
Pakistan,2024,59.83,68.61,71.04,44259.89,0.71,3.53,64.26,70.11,59.23,4487,73.58,3.23,45657,18.41,12,70.19,140,58.4,59.23,100.53,8.78,57.63,65.33,0.0007659313725489891,19.0
Pakistan,2025,67.59,76.67,68.8,56092.24,0.91,14.11,63.87,60.65,55.33,4960,65.37,1.1,67915,14.49,69,81.55,385,67.05,55.33,91.82,9.08,73.38,70.84,0.08434103780805158,16.0
Pakistan,2026,72.88,78.06,77.75,54472.59,0.74,5.53,58.59,62.39,60.0,2983,147.61,0.99,53857,30.49,65,63.33,124,57.33,60.0,69.95,5.18,64.48,69.93,-0.012845849802371467,17.0
Bangladesh,2015,46.84,55.32,68.16,51406.28,0.67,18.16,57.78,54.67,50.5,4895,89.84,3.79,39310,32.43,56,61.58,349,59.23,50.5,47.63,8.49,59.06,54.73,0.0,19.0
Bangladesh,2016,50.71,58.49,74.58,40755.05,0.79,6.52,58.45,57.7,52.07,2681,90.0,4.86,40385,12.17,41,71.06,151,60.76,52.07,91.62,7.77,60.08,58.95,0.07710579207016277,18.0
Bangladesh,2017,45.87,57.05,64.73,40120.24,0.68,13.67,55.04,56.7,55.78,2491,116.29,4.73,62763,43.41,19,70.21,312,59.61,55.78,50.58,11.18,54.16,55.46,-0.059202714164546255,20.0
Bangladesh,2018,48.48,58.62,67.79,44487.85,0.69,17.69,52.98,51.77,54.17,4147,62.58,4.11,53802,12.77,68,83.13,237,55.33,54.17,32.82,10.14,56.81,55.69,0.0041471330688784835,20.0
Bangladesh,2019,48.02,59.6,57.49,55749.61,0.67,10.58,58.44,59.69,58.31,4318,118.0,4.03,32062,42.93,15,82.14,448,53.54,58.31,72.64,11.58,61.62,57.6,0.03429700125695834,20.0
Bangladesh,2020,46.12,57.68,74.9,48066.77,0.77,2.4,57.61,58.11,58.03,5450,32.82,4.16,32332,14.63,53,75.21,231,51.71,58.03,64.2,11.55,62.78,57.83,0.003993055555555403,20.0
Bangladesh,2021,58.94,64.28,62.95,39423.77,0.75,16.4,59.09,63.28,54.71,4076,117.69,3.34,73966,30.95,50,84.63,290,59.96,54.71,38.12,5.34,57.08,62.68,0.08386650527407924,19.0
Bangladesh,2022,60.04,69.27,69.22,39445.36,0.67,3.44,58.52,58.74,49.29,3713,41.68,1.33,25886,23.53,7,67.82,279,58.14,49.29,49.29,9.23,53.26,61.97,-0.011327377153797058,19.0
Bangladesh,2023,61.61,67.11,67.04,45980.99,0.67,19.28,56.63,59.38,59.06,2450,34.19,0.7,24480,28.94,77,57.25,439,63.52,59.06,43.36,5.5,56.55,62.59,0.010004841052122071,19.0
Bangladesh,2024,55.77,64.4,69.57,45429.9,0.68,19.08,53.35,56.26,60.73,2752,66.78,3.0,15517,10.15,80,75.14,242,58.23,60.73,51.54,8.63,56.89,59.99,-0.041540182137721704,20.0
Bangladesh,2025,55.22,66.91,63.75,40833.91,0.68,6.26,56.88,61.82,50.62,2605,43.48,4.09,65140,29.14,57,83.56,118,55.1,50.62,47.03,11.7,54.34,60.49,0.008334722453742227,20.0
Bangladesh,2026,69.9,77.69,71.87,46113.01,0.7,8.02,54.98,65.56,48.6,4641,71.13,3.1,77948,38.15,104,57.68,345,52.99,48.6,51.56,7.8,58.25,67.12,0.10960489337080515,19.0
Nigeria,2015,45.98,55.71,74.96,46758.06,0.69,17.83,54.93,52.97,48.35,5217,136.94,1.44,38606,33.42,58,68.52,223,59.88,48.35,62.68,9.73,57.72,54.1,0.0,20.0
Nigeria,2016,44.5,50.97,71.58,58821.3,0.77,12.15,58.39,51.35,51.29,3139,102.86,3.05,75082,35.73,73,70.62,140,54.89,51.29,51.89,6.47,68.1,54.5,0.007393715341959206,20.0
Nigeria,2017,50.01,58.48,67.67,36734.73,0.66,18.95,53.83,61.99,46.33,2859,77.19,0.91,60969,29.27,49,71.61,421,53.92,46.33,24.54,8.47,51.42,55.94,0.0264220183486239,19.0
Nigeria,2018,53.22,63.89,67.41,50652.81,0.78,5.25,55.27,62.22,59.67,3163,45.82,1.61,34549,29.43,70,68.77,318,52.2,59.67,29.04,10.67,64.28,61.44,0.09831962817304252,18.0
Nigeria,2019,51.19,58.99,69.35,38526.04,0.72,16.38,59.09,51.18,55.71,5300,25.3,1.19,82524,26.05,68,75.86,341,64.95,55.71,91.73,7.8,55.08,57.84,-0.05859374999999989,19.0
Nigeria,2020,55.65,62.26,58.73,49219.26,0.67,17.46,59.95,54.81,49.28,3907,100.55,1.58,71921,36.6,38,68.29,169,65.62,49.28,67.51,6.62,58.09,58.92,0.018672199170124415,19.0
Nigeria,2021,58.98,68.82,69.41,50993.65,0.81,15.13,60.63,56.88,47.93,4149,46.76,2.77,35027,24.96,77,78.33,177,57.05,47.93,41.55,9.84,66.14,63.72,0.08146639511201625,18.0
Nigeria,2022,55.21,65.47,75.1,46518.81,0.73,8.78,59.94,63.66,48.71,3390,30.16,2.69,18215,18.7,38,80.24,413,55.51,48.71,82.2,10.26,59.95,61.4,-0.03640929064657883,20.0
Nigeria,2023,65.1,76.72,68.89,43146.86,0.8,11.19,57.8,55.95,53.48,2684,58.85,4.11,80475,14.81,114,65.84,335,62.25,53.48,78.98,11.62,61.46,67.04,0.09185667752443005,17.0
Nigeria,2024,66.89,76.82,73.43,50056.11,0.69,5.04,58.39,61.14,49.76,2471,105.44,2.64,79456,23.42,21,81.07,293,53.81,49.76,72.66,9.94,59.33,66.07,-0.014468973747016944,17.0
Nigeria,2025,68.23,79.03,69.39,41670.8,0.83,14.55,58.07,52.55,58.55,3466,124.04,3.76,18511,24.27,106,57.39,445,61.16,58.55,66.52,10.81,62.11,69.02,0.04464961404570911,18.0
Nigeria,2026,59.98,65.95,63.35,50954.39,0.74,8.43,51.08,59.14,60.61,3405,82.81,2.48,82006,27.69,61,60.12,453,54.72,60.61,28.04,5.97,62.39,62.19,-0.0989568241089539,20.0
Vietnam,2015,44.69,51.06,67.42,40072.78,0.84,6.62,61.47,62.99,54.55,4954,86.01,1.94,61433,44.85,52,85.88,229,54.08,54.55,38.92,6.37,62.02,57.51,0.0,18.0
Vietnam,2016,50.93,56.41,60.65,44689.52,0.71,11.22,60.5,67.2,54.72,3591,69.36,3.3,72089,13.87,5,88.09,186,54.07,54.72,37.88,5.47,57.68,58.7,0.020692053555903422,19.0
Vietnam,2017,49.48,57.59,75.58,54527.14,0.75,2.18,60.02,60.9,61.18,5041,79.72,4.95,51632,44.54,90,65.72,304,68.14,61.18,86.21,8.11,64.81,59.24,0.009199318568994919,17.0
Vietnam,2018,54.31,62.13,74.81,43386.09,0.68,2.01,55.61,65.55,53.32,3453,53.23,1.55,15576,16.55,67,67.0,257,58.92,53.32,87.54,7.82,55.89,59.6,0.006076975016880537,19.0
Vietnam,2019,57.52,69.2,64.67,37884.98,0.7,4.96,53.87,57.73,52.73,5058,38.91,3.36,20411,12.47,109,63.97,413,61.43,52.73,29.77,11.67,54.14,61.37,0.029697986577181146,18.0
Vietnam,2020,59.6,70.58,76.96,51193.75,0.72,18.37,53.4,60.94,59.8,5182,131.3,1.4,34340,20.11,45,70.06,306,55.66,59.8,74.17,10.98,61.42,63.38,0.03275215903535944,18.0
Vietnam,2021,51.83,62.01,60.01,48436.49,0.84,8.79,59.72,55.6,56.47,3810,28.94,1.73,92672,43.38,42,59.56,165,59.15,56.47,92.75,10.18,66.31,61.25,-0.033606816030293474,20.0
Vietnam,2022,57.28,64.96,62.1,46263.43,0.88,4.63,61.02,58.4,57.68,5582,134.85,4.49,63986,38.29,9,68.31,217,62.8,57.68,49.9,7.67,67.08,64.5,0.05306122448979589,18.0
Vietnam,2023,58.8,64.73,71.12,54451.19,0.76,12.82,55.23,56.83,52.76,4764,67.87,4.21,27382,26.42,96,63.67,138,66.52,52.76,48.96,5.93,65.18,61.51,-0.0463565891472868,20.0
Vietnam,2024,66.19,72.88,64.22,46435.4,0.8,3.62,57.13,54.47,50.47,5490,24.86,2.68,20359,20.77,111,63.11,469,56.35,50.47,77.82,6.69,63.45,65.9,0.07137050886034801,18.0
Vietnam,2025,68.46,74.82,65.7,48962.36,0.79,15.68,54.93,67.01,53.18,3557,139.0,3.82,61553,40.83,6,65.97,276,56.67,53.18,77.99,6.37,63.96,67.92,0.030652503793626718,19.0
Vietnam,2026,72.65,80.76,69.64,39043.96,0.87,15.72,58.15,58.54,61.91,5155,65.38,2.45,83362,22.71,95,86.49,337,64.39,61.91,82.42,8.11,63.27,72.24,0.06360424028268552,16.0