country_iso3,country_name,indicator_code,indicator_name,year,value,observed_at,source_ref,license_class
CIV,Cote d'Ivoire,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2020,712915894.481616,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
CIV,Cote d'Ivoire,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2010,10.213762113664,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
CIV,Cote d'Ivoire,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2015,11.1757327985719,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
CIV,Cote d'Ivoire,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2023,13.0371915910548,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
CIV,Cote d'Ivoire,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2010,1120.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
CIV,Cote d'Ivoire,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2015,1880.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
CIV,Cote d'Ivoire,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2023,2510.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
CIV,Cote d'Ivoire,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2020,2.588,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
CIV,Cote d'Ivoire,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2012,56.57,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
EGY,"Egypt, Arab Rep.",BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2010,6385600000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
EGY,"Egypt, Arab Rep.",BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2015,6925200000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
EGY,"Egypt, Arab Rep.",BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2023,9840600000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
EGY,"Egypt, Arab Rep.",NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2017,2880.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
EGY,"Egypt, Arab Rep.",NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2022,4040.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
EGY,"Egypt, Arab Rep.",SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2010,69.078,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
EGY,"Egypt, Arab Rep.",SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2015,70.135,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
EGY,"Egypt, Arab Rep.",SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2023,71.633,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
EGY,"Egypt, Arab Rep.",SP.POP.TOTL,"Population, total",2021,110957008.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
ETH,Ethiopia,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2013,1343876023.73137,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
ETH,Ethiopia,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2019,2548743427.35753,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
ETH,Ethiopia,NY.GDP.MKTP.CD,GDP (current US$),2021,109070960370.972,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
ETH,Ethiopia,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2016,9.43348265981905,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
ETH,Ethiopia,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2017,670.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
ETH,Ethiopia,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2022,960.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
ETH,Ethiopia,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2010,2.295,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
ETH,Ethiopia,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2015,2.442,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
ETH,Ethiopia,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2023,3.375,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
ETH,Ethiopia,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2020,65.969,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
GHA,Ghana,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2017,3254990000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
GHA,Ghana,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2022,1428411737.133,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
GHA,Ghana,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2020,9.88728956269944,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
GHA,Ghana,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2017,11.5770312754335,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
GHA,Ghana,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2022,12.2975358059171,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
GHA,Ghana,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2020,0.513941670628171,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
GHA,Ghana,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2012,1490.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
GHA,Ghana,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2024,14.1819416666667,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
GHA,Ghana,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2010,5.384,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
GHA,Ghana,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2015,6.806,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
GHA,Ghana,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2023,2.829,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
GHA,Ghana,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2010,61.297,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
GHA,Ghana,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2015,63.175,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
GHA,Ghana,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2023,65.498,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
KEN,Kenya,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2016,469533310.683932,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
KEN,Kenya,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2011,14.0224913014704,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
KEN,Kenya,FR.INR.RINR,Real interest rate (%),2020,6.71463440906742,2026-07-22 11:14:52.470017+02,S013:worldbank/FR.INR.RINR,S013
KEN,Kenya,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2011,21.5494770708279,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
KEN,Kenya,NY.GDP.MKTP.CD,GDP (current US$),2013,61671440407.8387,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
KEN,Kenya,NY.GDP.MKTP.CD,GDP (current US$),2019,100378436207.371,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
KEN,Kenya,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2011,5.1211061197056,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
KEN,Kenya,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2013,86.1228788982654,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
KEN,Kenya,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2019,101.99129838935,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
KEN,Kenya,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2020,5.613,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
KEN,Kenya,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2010,60.915,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
KEN,Kenya,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2015,62.279,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
KEN,Kenya,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2023,63.646,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
KEN,Kenya,SP.POP.TOTL,"Population, total",2012,43888303.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
MAR,Morocco,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2020,30.7941069539783,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
MAR,Morocco,NY.GDP.MKTP.CD,GDP (current US$),2020,121353645057.144,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
MAR,Morocco,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2014,3330.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
MAR,Morocco,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2018,3380.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
MAR,Morocco,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2021,73.385,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
MAR,Morocco,SP.POP.TOTL,"Population, total",2012,33355241.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
NGA,Nigeria,NY.GDP.MKTP.CD,GDP (current US$),2024,252261880140.271,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
NGA,Nigeria,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2014,6.30971865521856,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
NGA,Nigeria,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2018,1.92275734199798,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
NGA,Nigeria,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2012,3.761,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
NGA,Nigeria,SP.POP.TOTL,"Population, total",2014,185896915.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
NGA,Nigeria,SP.POP.TOTL,"Population, total",2018,204938755.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
RWA,Rwanda,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2021,14.2399233769806,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
RWA,Rwanda,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2011,12.7825549476213,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
RWA,Rwanda,NY.GDP.MKTP.CD,GDP (current US$),2016,8596812240.52305,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
RWA,Rwanda,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2021,66.85,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
RWA,Rwanda,SP.POP.TOTL,"Population, total",2011,10573733.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
SEN,Senegal,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2024,2016428880.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
SEN,Senegal,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2010,1.22868119673344,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
SEN,Senegal,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2015,0.135211933635165,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
SEN,Senegal,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2023,5.93947798773215,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
SEN,Senegal,FR.INR.RINR,Real interest rate (%),2016,4.29827404488885,2026-07-22 11:14:52.470017+02,S013:worldbank/FR.INR.RINR,S013
SEN,Senegal,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2018,16.3782524667298,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
SEN,Senegal,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2020,20.7005528555706,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
SEN,Senegal,NY.GDP.MKTP.CD,GDP (current US$),2014,19797253440.2679,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
SEN,Senegal,NY.GDP.MKTP.CD,GDP (current US$),2018,23116701556.1381,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
SEN,Senegal,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2011,1.33409107961258,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
SEN,Senegal,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2024,1630.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
SEN,Senegal,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2021,66.868,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
TZA,Tanzania,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2017,937700000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
TZA,Tanzania,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2022,1437575169.471,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
TZA,Tanzania,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2017,11.8367190192838,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
TZA,Tanzania,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2022,11.7926807934669,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
TZA,Tanzania,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2013,19.0127876013666,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
TZA,Tanzania,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2019,16.0367461484986,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
TZA,Tanzania,NY.GDP.MKTP.CD,GDP (current US$),2024,79235713444.9777,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
TZA,Tanzania,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2010,720.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
TZA,Tanzania,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2015,970.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
TZA,Tanzania,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2023,1220.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
TZA,Tanzania,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2013,1597.55583333333,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
TZA,Tanzania,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2019,2288.20666666667,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
TZA,Tanzania,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2016,1.931,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
UGA,Uganda,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2024,16.7575931152554,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
UGA,Uganda,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2024,6.05558075875589,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013