[{"code":"NE.EXP.GNFS.ZS","label_fr":"Exportations de biens et services","category":"commerce","unit":"% PIB","year":2025,"value":15.7640677825707,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NE.EXP.GNFS.ZS?locations=KE"}, 
 {"code":"TX.VAL.MRCH.CD.WT","label_fr":"Exportations de marchandises","category":"commerce","unit":"USD","year":2025,"value":8601000000,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TX.VAL.MRCH.CD.WT?locations=KE"}, 
 {"code":"NE.IMP.GNFS.ZS","label_fr":"Importations de biens et services","category":"commerce","unit":"% PIB","year":2025,"value":21.756976808552,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NE.IMP.GNFS.ZS?locations=KE"}, 
 {"code":"TM.VAL.MRCH.CD.WT","label_fr":"Importations de marchandises","category":"commerce","unit":"USD","year":2025,"value":21614000000,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TM.VAL.MRCH.CD.WT?locations=KE"}, 
 {"code":"BX.KLT.DINV.CD.WD","label_fr":"Investissements directs étrangers entrants","category":"commerce","unit":"USD","year":2024,"value":463439704.196417,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/BX.KLT.DINV.CD.WD?locations=KE"}, 
 {"code":"TX.VAL.FUEL.ZS.UN","label_fr":"Part des combustibles (pétrole, gaz) dans les exportations","category":"commerce","unit":"% exportations","year":2024,"value":1.63087288958127,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TX.VAL.FUEL.ZS.UN?locations=KE"}, 
 {"code":"TX.VAL.AGRI.ZS.UN","label_fr":"Part des matières premières agricoles brutes dans les exportations","category":"commerce","unit":"% exportations","year":2024,"value":12.9437641682399,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TX.VAL.AGRI.ZS.UN?locations=KE"}, 
 {"code":"TX.VAL.MMTL.ZS.UN","label_fr":"Part des minerais et métaux dans les exportations","category":"commerce","unit":"% exportations","year":2024,"value":5.12139249435883,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TX.VAL.MMTL.ZS.UN?locations=KE"}, 
 {"code":"TX.VAL.FOOD.ZS.UN","label_fr":"Part des produits alimentaires (cacao, café, cajou…) dans les exportations","category":"commerce","unit":"% exportations","year":2024,"value":49.2307044642774,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TX.VAL.FOOD.ZS.UN?locations=KE"}, 
 {"code":"TX.VAL.MANF.ZS.UN","label_fr":"Part des produits manufacturés dans les exportations","category":"commerce","unit":"% exportations","year":2024,"value":30.7255302645218,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/TX.VAL.MANF.ZS.UN?locations=KE"}, 
 {"code":"FI.RES.TOTL.CD","label_fr":"Réserves totales (or compris)","category":"commerce","unit":"USD","year":2025,"value":12394288741.4979,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FI.RES.TOTL.CD?locations=KE"}, 
 {"code":"BN.CAB.XOKA.GD.ZS","label_fr":"Solde du compte courant","category":"commerce","unit":"% PIB","year":2024,"value":-1.28724447407872,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/BN.CAB.XOKA.GD.ZS?locations=KE"}, 
 {"code":"BCA_NGDPD","label_fr":"Solde du compte courant (FMI)","category":"commerce","unit":"% PIB","year":2024,"value":-2.3,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/BCA_NGDPD@WEO/KEN"}, 
 {"code":"BX.TRF.PWKR.CD.DT","label_fr":"Transferts de la diaspora reçus","category":"commerce","unit":"USD","year":2024,"value":4999830478.63973,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/BX.TRF.PWKR.CD.DT?locations=KE"}, 
 {"code":"NY.GDP.MKTP.KD.ZG","label_fr":"Croissance du PIB réel","category":"economie","unit":"%","year":2025,"value":4.63261093844984,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG?locations=KE"}, 
 {"code":"NGDP_RPCH","label_fr":"Croissance du PIB réel (FMI, prévisions incluses)","category":"economie","unit":"%","year":2024,"value":4.7,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/NGDP_RPCH@WEO/KEN"}, 
 {"code":"NY.GNS.ICTR.ZS","label_fr":"Épargne nationale brute","category":"economie","unit":"% PIB","year":2024,"value":15.5666826065985,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NY.GNS.ICTR.ZS?locations=KE"}, 
 {"code":"FP.CPI.TOTL.ZG","label_fr":"Inflation (prix à la consommation)","category":"economie","unit":"%","year":2025,"value":4.06912878540729,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FP.CPI.TOTL.ZG?locations=KE"}, 
 {"code":"PCPIPCH","label_fr":"Inflation moyenne annuelle (FMI, prévisions incluses)","category":"economie","unit":"%","year":2024,"value":4.5,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/PCPIPCH@WEO/KEN"}, 
 {"code":"NE.GDI.TOTL.ZS","label_fr":"Investissement (formation brute de capital)","category":"economie","unit":"% PIB","year":2025,"value":16.9554961477297,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NE.GDI.TOTL.ZS?locations=KE"}, 
 {"code":"NV.AGR.TOTL.ZS","label_fr":"Part de l'agriculture dans le PIB","category":"economie","unit":"% PIB","year":2025,"value":23.1599874772131,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NV.AGR.TOTL.ZS?locations=KE"}, 
 {"code":"NV.IND.TOTL.ZS","label_fr":"Part de l'industrie dans le PIB","category":"economie","unit":"% PIB","year":2025,"value":16.2725400350003,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NV.IND.TOTL.ZS?locations=KE"}, 
 {"code":"NV.IND.MANF.ZS","label_fr":"Part de l'industrie manufacturière dans le PIB","category":"economie","unit":"% PIB","year":2025,"value":7.1226109521363,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NV.IND.MANF.ZS?locations=KE"}, 
 {"code":"NV.SRV.TOTL.ZS","label_fr":"Part des services dans le PIB","category":"economie","unit":"% PIB","year":2025,"value":55.0532477294769,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NV.SRV.TOTL.ZS?locations=KE"}, 
 {"code":"NY.GDP.MKTP.CD","label_fr":"PIB (dollars courants)","category":"economie","unit":"USD","year":2025,"value":135941278878.815,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NY.GDP.MKTP.CD?locations=KE"}, 
 {"code":"NGDPD","label_fr":"PIB en milliards de dollars (FMI)","category":"economie","unit":"Mds USD","year":2024,"value":119.307,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/NGDPD@WEO/KEN"}, 
 {"code":"NY.GDP.PCAP.CD","label_fr":"PIB par habitant (dollars courants)","category":"economie","unit":"USD","year":2025,"value":2362.86091198611,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NY.GDP.PCAP.CD?locations=KE"}, 
 {"code":"NGDPDPC","label_fr":"PIB par habitant en dollars (FMI)","category":"economie","unit":"USD","year":2024,"value":2274.946,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/NGDPDPC@WEO/KEN"}, 
 {"code":"NY.GDP.PCAP.PP.CD","label_fr":"PIB par habitant en parité de pouvoir d'achat","category":"economie","unit":"USD PPA","year":2025,"value":7015.93578839722,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.CD?locations=KE"}, 
 {"code":"PPPPC","label_fr":"PIB par habitant en parité de pouvoir d'achat (FMI)","category":"economie","unit":"USD PPA","year":2024,"value":7159.907,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/PPPPC@WEO/KEN"}, 
 {"code":"FX.OWN.TOTL.ZS","label_fr":"Adultes titulaires d'un compte (banque ou mobile money)","category":"finance","unit":"% adultes","year":2024,"value":90.1199173733613,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FX.OWN.TOTL.ZS?locations=KE"}, 
 {"code":"FB.CBK.BRCH.P5","label_fr":"Agences bancaires pour 100 000 adultes","category":"finance","unit":"par 100 000 adultes","year":2024,"value":4.51953347417295,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FB.CBK.BRCH.P5?locations=KE"}, 
 {"code":"CM.MKT.LCAP.GD.ZS","label_fr":"Capitalisation boursière des sociétés cotées","category":"finance","unit":"% PIB","year":2025,"value":16.7948986417532,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/CM.MKT.LCAP.GD.ZS?locations=KE"}, 
 {"code":"FS.AST.PRVT.GD.ZS","label_fr":"Crédit intérieur au secteur privé","category":"finance","unit":"% PIB","year":2023,"value":31.7980848696513,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FS.AST.PRVT.GD.ZS?locations=KE"}, 
 {"code":"FM.LBL.BMNY.GD.ZS","label_fr":"Masse monétaire au sens large","category":"finance","unit":"% PIB","year":2024,"value":37.6135399839107,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FM.LBL.BMNY.GD.ZS?locations=KE"}, 
 {"code":"IC.BUS.NREG","label_fr":"Nouvelles entreprises enregistrées dans l'année","category":"finance","unit":"entreprises","year":2024,"value":58919,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/IC.BUS.NREG?locations=KE"}, 
 {"code":"FR.INR.LEND","label_fr":"Taux d'intérêt débiteur des banques","category":"finance","unit":"%","year":2024,"value":16.5931072517574,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/FR.INR.LEND?locations=KE"}, 
 {"code":"PA.NUS.FCRF","label_fr":"Taux de change officiel (monnaie locale pour 1 dollar, moyenne annuelle)","category":"finance","unit":"unités par USD","year":2025,"value":129.302572099377,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/PA.NUS.FCRF?locations=KE"}, 
 {"code":"NE.CON.GOVT.ZS","label_fr":"Consommation finale des administrations publiques","category":"finances-publiques","unit":"% PIB","year":2025,"value":11.211529565798,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/NE.CON.GOVT.ZS?locations=KE"}, 
 {"code":"GC.XPN.TOTL.GD.ZS","label_fr":"Dépenses publiques","category":"finances-publiques","unit":"% PIB","year":2023,"value":27.8446410955634,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/GC.XPN.TOTL.GD.ZS?locations=KE"}, 
 {"code":"DT.DOD.DECT.GN.ZS","label_fr":"Dette extérieure en part du revenu national brut","category":"finances-publiques","unit":"% RNB","year":2024,"value":34.992669732423,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/DT.DOD.DECT.GN.ZS?locations=KE"}, 
 {"code":"GGXWDG_NGDP","label_fr":"Dette publique brute (FMI)","category":"finances-publiques","unit":"% PIB","year":2024,"value":67.3,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/GGXWDG_NGDP@WEO/KEN"}, 
 {"code":"GC.TAX.TOTL.GD.ZS","label_fr":"Recettes fiscales","category":"finances-publiques","unit":"% PIB","year":2023,"value":14.0631113797385,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/GC.TAX.TOTL.GD.ZS?locations=KE"}, 
 {"code":"GC.REV.XGRT.GD.ZS","label_fr":"Recettes publiques hors dons","category":"finances-publiques","unit":"% PIB","year":2023,"value":18.6388294257783,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/GC.REV.XGRT.GD.ZS?locations=KE"}, 
 {"code":"GC.XPN.COMP.ZS","label_fr":"Rémunération des salariés de l'État (part des dépenses publiques)","category":"finances-publiques","unit":"% dépenses","year":2023,"value":18.4015857274854,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/GC.XPN.COMP.ZS?locations=KE"}, 
 {"code":"DT.TDS.DECT.EX.ZS","label_fr":"Service de la dette extérieure en part des exportations","category":"finances-publiques","unit":"% exportations","year":2024,"value":27.2238636965006,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/DT.TDS.DECT.EX.ZS?locations=KE"}, 
 {"code":"GGXCNL_NGDP","label_fr":"Solde budgétaire (FMI)","category":"finances-publiques","unit":"% PIB","year":2024,"value":-5.7,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/GGXCNL_NGDP@WEO/KEN"}, 
 {"code":"DT.DOD.DECT.CD","label_fr":"Stock de dette extérieure","category":"finances-publiques","unit":"USD","year":2024,"value":42886127218.3,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/DT.DOD.DECT.CD?locations=KE"}, 
 {"code":"GOV_WGI_CC.SC","label_fr":"Contrôle de la corruption (score WGI)","category":"gouvernance","unit":"score /100","year":2024,"value":31.6245639,"source":"Banque mondiale (WGI)","source_url":"https://www.worldbank.org/en/publication/worldwide-governance-indicators"}, 
 {"code":"GOV_WGI_GE.SC","label_fr":"Efficacité des pouvoirs publics (score WGI)","category":"gouvernance","unit":"score /100","year":2024,"value":45.5482916,"source":"Banque mondiale (WGI)","source_url":"https://www.worldbank.org/en/publication/worldwide-governance-indicators"}, 
 {"code":"GOV_WGI_RL.SC","label_fr":"État de droit (score WGI)","category":"gouvernance","unit":"score /100","year":2024,"value":48.969788,"source":"Banque mondiale (WGI)","source_url":"https://www.worldbank.org/en/publication/worldwide-governance-indicators"}, 
 {"code":"GOV_WGI_RQ.SC","label_fr":"Qualité de la réglementation (score WGI)","category":"gouvernance","unit":"score /100","year":2024,"value":49.6019443,"source":"Banque mondiale (WGI)","source_url":"https://www.worldbank.org/en/publication/worldwide-governance-indicators"}, 
 {"code":"GOV_WGI_PV.SC","label_fr":"Stabilité politique et absence de violence (score WGI)","category":"gouvernance","unit":"score /100","year":2024,"value":42.7371819,"source":"Banque mondiale (WGI)","source_url":"https://www.worldbank.org/en/publication/worldwide-governance-indicators"}, 
 {"code":"GOV_WGI_VA.SC","label_fr":"Voix citoyenne et responsabilité (score WGI)","category":"gouvernance","unit":"score /100","year":2024,"value":50.649359,"source":"Banque mondiale (WGI)","source_url":"https://www.worldbank.org/en/publication/worldwide-governance-indicators"}, 
 {"code":"IT.CEL.SETS.P2","label_fr":"Abonnements mobiles pour 100 habitants","category":"infrastructures","unit":"par 100 habitants","year":2024,"value":126.477706000949,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/IT.CEL.SETS.P2?locations=KE"}, 
 {"code":"EG.ELC.ACCS.ZS","label_fr":"Accès à l'électricité","category":"infrastructures","unit":"% population","year":2024,"value":77,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS?locations=KE"}, 
 {"code":"EG.USE.ELEC.KH.PC","label_fr":"Consommation d'électricité par habitant","category":"infrastructures","unit":"kWh","year":2024,"value":195.293727720461,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/EG.USE.ELEC.KH.PC?locations=KE"}, 
 {"code":"AG.PRD.FOOD.XD","label_fr":"Indice de production alimentaire (2014-2016 = 100)","category":"infrastructures","unit":"indice","year":2022,"value":112.38,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/AG.PRD.FOOD.XD?locations=KE"}, 
 {"code":"AG.LND.AGRI.ZS","label_fr":"Terres agricoles","category":"infrastructures","unit":"% du territoire","year":2023,"value":49.5263223856783,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/AG.LND.AGRI.ZS?locations=KE"}, 
 {"code":"IT.NET.USER.ZS","label_fr":"Utilisateurs d'Internet","category":"infrastructures","unit":"% population","year":2024,"value":34.97622513,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/IT.NET.USER.ZS?locations=KE"}, 
 {"code":"SE.ADT.LITR.ZS","label_fr":"Alphabétisation des adultes","category":"population","unit":"%","year":2000,"value":82.2300033569336,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SE.ADT.LITR.ZS?locations=KE"}, 
 {"code":"SL.UEM.1524.ZS","label_fr":"Chômage des jeunes de 15 à 24 ans","category":"population","unit":"% actifs 15-24","year":2025,"value":15.246,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SL.UEM.1524.ZS?locations=KE"}, 
 {"code":"SP.POP.GROW","label_fr":"Croissance démographique","category":"population","unit":"%","year":2025,"value":1.92967823977399,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SP.POP.GROW?locations=KE"}, 
 {"code":"SP.DYN.LE00.IN","label_fr":"Espérance de vie à la naissance","category":"population","unit":"années","year":2024,"value":63.834,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SP.DYN.LE00.IN?locations=KE"}, 
 {"code":"SI.POV.GINI","label_fr":"Indice de Gini (inégalités de revenu)","category":"population","unit":"indice","year":2022,"value":38.5,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SI.POV.GINI?locations=KE"}, 
 {"code":"SP.POP.0014.TO.ZS","label_fr":"Part des moins de 15 ans","category":"population","unit":"% population","year":2025,"value":36.2577929332716,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SP.POP.0014.TO.ZS?locations=KE"}, 
 {"code":"SI.POV.DDAY","label_fr":"Pauvreté extrême (moins de 2,15 $ par jour)","category":"population","unit":"% population","year":2022,"value":45.5,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SI.POV.DDAY?locations=KE"}, 
 {"code":"LP","label_fr":"Population (FMI)","category":"population","unit":"millions","year":2024,"value":52.444,"source":"FMI (WEO)","source_url":"https://www.imf.org/external/datamapper/LP@WEO/KEN"}, 
 {"code":"SL.TLF.TOTL.IN","label_fr":"Population active","category":"population","unit":"personnes","year":2025,"value":24711751,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SL.TLF.TOTL.IN?locations=KE"}, 
 {"code":"SP.POP.TOTL","label_fr":"Population totale","category":"population","unit":"personnes","year":2025,"value":57532493,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SP.POP.TOTL?locations=KE"}, 
 {"code":"SP.URB.TOTL.IN.ZS","label_fr":"Population urbaine","category":"population","unit":"% population","year":2025,"value":32.2121192871745,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SP.URB.TOTL.IN.ZS?locations=KE"}, 
 {"code":"SE.SEC.ENRR","label_fr":"Scolarisation dans le secondaire (taux brut)","category":"population","unit":"%","year":2023,"value":84.3083880306996,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SE.SEC.ENRR?locations=KE"}, 
 {"code":"SE.TER.ENRR","label_fr":"Scolarisation dans le supérieur (taux brut)","category":"population","unit":"%","year":2024,"value":10.4185962462804,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SE.TER.ENRR?locations=KE"}, 
 {"code":"SL.UEM.TOTL.ZS","label_fr":"Taux de chômage (estimation OIT)","category":"population","unit":"% actifs","year":2025,"value":5.449,"source":"Banque mondiale (WDI)","source_url":"https://data.worldbank.org/indicator/SL.UEM.TOTL.ZS?locations=KE"}]