Fatih Kansoy

Projects · AI Use and Occupations · World view

One source. Different visibility.

Publication completeness varies across countries. Explore its geography, then open a country to inspect the activities behind the total.

Observations
April and May 2026
Source
Anthropic Economic Index
Project pages
Country published occupation mass, May 2026Darker countries retain more of their original occupation-facet mass. Tab into the map, use arrow keys to move alphabetically between countries, and Enter to open a profile. All countries are also listed in the searchable directory below.Fiji: no published occupation evidenceTanzania: 57.41% published occupation massWestern Sahara: no published occupation evidenceCanada: 97.39% published occupation massUnited States: 98.29% published occupation massKazakhstan: 83.46% published occupation massUzbekistan: 81.44% published occupation massPapua New Guinea: no published occupation evidenceIndonesia: 97.58% published occupation massArgentina: 95.73% published occupation massChile: 93.43% published occupation massDemocratic Republic of the Congo: no published occupation evidenceSomalia: no published occupation evidenceKenya: 87.00% published occupation massSudan: no published occupation evidenceChad: no published occupation evidenceHaiti: 47.15% published occupation massDominican Republic: 74.05% published occupation massRussia: no published occupation evidenceBahamas: no published occupation evidenceFalkland Islands (Malvinas): no published occupation evidenceNorway: 89.27% published occupation massGreenland: no published occupation evidenceFrench Southern Territories: no published occupation evidenceTimor-Leste: no published occupation evidenceSouth Africa: 92.30% published occupation massLesotho: no published occupation evidenceMexico: 96.67% published occupation massUruguay: 71.45% published occupation massBrazil: 98.05% published occupation massBolivia: 72.84% published occupation massPeru: 93.23% published occupation massColombia: 95.99% published occupation massPanama: 66.47% published occupation massCosta Rica: 75.42% published occupation massNicaragua: no published occupation evidenceHonduras: 52.87% published occupation massEl Salvador: 58.42% published occupation massGuatemala: 72.41% published occupation massBelize: no published occupation evidenceVenezuela: no published occupation evidenceGuyana: no published occupation evidenceSuriname: no published occupation evidenceFrance: 98.19% published occupation massEcuador: 78.72% published occupation massPuerto Rico: 65.55% published occupation massJamaica: 44.87% published occupation massCuba: no published occupation evidenceZimbabwe: 51.67% published occupation massBotswana: 32.47% published occupation massNamibia: 30.59% published occupation massSenegal: 71.50% published occupation massMali: no published occupation evidenceMauritania: no published occupation evidenceBenin: 68.71% published occupation massNiger: no published occupation evidenceNigeria: 94.78% published occupation massCameroon: 81.95% published occupation massTogo: 49.85% published occupation massGhana: 83.20% published occupation massCôte d’Ivoire: 77.68% published occupation massGuinea: no published occupation evidenceGuinea-Bissau: no published occupation evidenceLiberia: no published occupation evidenceSierra Leone: no published occupation evidenceBurkina Faso: 59.71% published occupation massCentral African Republic: no published occupation evidenceCongo: 37.69% published occupation massGabon: no published occupation evidenceEquatorial Guinea: no published occupation evidenceZambia: 55.77% published occupation massMalawi: no published occupation evidenceMozambique: 52.77% published occupation massEswatini: no published occupation evidenceAngola: 58.28% published occupation massBurundi: no published occupation evidenceIsrael: 91.22% published occupation massLebanon: 65.58% published occupation massMadagascar: 59.15% published occupation massState of Palestine: 50.07% published occupation massGambia: no published occupation evidenceTunisia: 88.59% published occupation massAlgeria: 90.45% published occupation massJordan: 75.64% published occupation massUnited Arab Emirates: 93.20% published occupation massQatar: 67.93% published occupation massKuwait: 69.11% published occupation massIraq: 82.31% published occupation massOman: 61.37% published occupation massVanuatu: no published occupation evidenceCambodia: 62.32% published occupation massThailand: 95.46% published occupation massLaos: no published occupation evidenceMyanmar: no published occupation evidenceVietnam: 95.48% published occupation massDemocratic People's Republic of Korea: no published occupation evidenceSouth Korea: 98.08% published occupation massMongolia: 66.46% published occupation massIndia: 98.55% published occupation massBangladesh: 89.14% published occupation massBhutan: no published occupation evidenceNepal: 83.99% published occupation massPakistan: 95.85% published occupation massAfghanistan: no published occupation evidenceTajikistan: no published occupation evidenceKyrgyzstan: 48.46% published occupation massTurkmenistan: no published occupation evidenceIran: no published occupation evidenceSyria: no published occupation evidenceArmenia: 56.52% published occupation massSweden: 91.51% published occupation massBelarus: no published occupation evidenceUkraine: 91.69% published occupation massPoland: 94.18% published occupation massAustria: 89.54% published occupation massHungary: 79.17% published occupation massMoldova: 57.49% published occupation massRomania: 89.60% published occupation massLithuania: 71.23% published occupation massLatvia: 60.07% published occupation massEstonia: 62.25% published occupation massGermany: 97.76% published occupation massBulgaria: 76.22% published occupation massGreece: 85.66% published occupation massTürkiye: 94.61% published occupation massAlbania: 51.91% published occupation massCroatia: 69.32% published occupation massSwitzerland: 93.63% published occupation massLuxembourg: 59.83% published occupation massBelgium: 93.83% published occupation massNetherlands (Kingdom of the): 95.64% published occupation massPortugal: 92.39% published occupation massSpain: 97.46% published occupation massIreland: 86.83% published occupation massNew Caledonia: no published occupation evidenceSolomon Islands: no published occupation evidenceNew Zealand: 90.34% published occupation massAustralia: 97.63% published occupation massSri Lanka: 84.85% published occupation massChina: no published occupation evidenceTaiwan: no published occupation evidenceItaly: 96.78% published occupation massDenmark: 89.70% published occupation massUnited Kingdom: 97.67% published occupation massIceland: 33.95% published occupation massAzerbaijan: 66.09% published occupation massGeorgia: 72.45% published occupation massPhilippines: 94.51% published occupation massMalaysia: 92.94% published occupation massBrunei Darussalam: no published occupation evidenceSlovenia: 60.11% published occupation massFinland: 81.04% published occupation massSlovakia: 74.89% published occupation massCzechia: 88.50% published occupation massEritrea: no published occupation evidenceJapan: 97.68% published occupation massParaguay: 60.12% published occupation massYemen: no published occupation evidenceSaudi Arabia: 92.74% published occupation massN. Cyprus: no published occupation evidenceCyprus: 59.81% published occupation massMorocco: 92.70% published occupation massEgypt: 93.99% published occupation massLibya: no published occupation evidenceEthiopia: no published occupation evidenceDjibouti: no published occupation evidenceSomaliland: no published occupation evidenceUganda: 65.57% published occupation massRwanda: 53.09% published occupation massBosnia and Herzegovina: 39.89% published occupation massNorth Macedonia: 45.54% published occupation massSerbia: 77.46% published occupation massMontenegro: no published occupation evidenceKosovo: no published occupation evidenceTrinidad and Tobago: 33.97% published occupation massSouth Sudan: no published occupation evidence

Select a country on the map, or use the searchable directory. Keyboard: arrow keys move between countries; Enter opens a profile.

0%
100%No source valuePublished occupation mass
Map: Natural Earth, via world-atlas. Boundaries are for statistical display. Small territories and unmatched polygons remain available in the directory. Relative-use maps use a square-root colour scale; labels retain original units.

250 countries and areas

AfghanistanAFG · Asia—AlbaniaALB · Europe51.9%AlgeriaDZA · Africa90.5%American SamoaASM · Oceania—AndorraAND · Europe—AngolaAGO · Africa58.3%AnguillaAIA · Americas—AntarcticaATA · Other—Antigua and BarbudaATG · Americas—ArgentinaARG · Americas95.7%ArmeniaARM · Asia56.5%ArubaABW · Americas—AustraliaAUS · Oceania97.6%AustriaAUT · Europe89.5%AzerbaijanAZE · Asia66.1%BahamasBHS · Americas—BahrainBHR · Asia50.7%BangladeshBGD · Asia89.1%BarbadosBRB · Americas—BelarusBLR · Europe—BelgiumBEL · Europe93.8%BelizeBLZ · Americas—BeninBEN · Africa68.7%BermudaBMU · Americas—BhutanBTN · Asia—BoliviaBOL · Americas72.8%Bonaire, Sint Eustatius and SabaBES · Americas—Bosnia and HerzegovinaBIH · Europe39.9%BotswanaBWA · Africa32.5%Bouvet IslandBVT · Americas—BrazilBRA · Americas98.0%British Indian Ocean TerritoryIOT · Africa—British Virgin IslandsVGB · Americas—Brunei DarussalamBRN · Asia—BulgariaBGR · Europe76.2%Burkina FasoBFA · Africa59.7%BurundiBDI · Africa—Cabo VerdeCPV · Africa—CambodiaKHM · Asia62.3%CameroonCMR · Africa82.0%CanadaCAN · Americas97.4%Cayman IslandsCYM · Americas—Central African RepublicCAF · Africa—ChadTCD · Africa—ChileCHL · Americas93.4%ChinaCHN · Asia—China, Hong Kong Special Administrative RegionHKG · Asia—China, Macao Special Administrative RegionMAC · Asia—Christmas IslandCXR · Oceania—Cocos (Keeling) IslandsCCK · Oceania—ColombiaCOL · Americas96.0%ComorosCOM · Africa—CongoCOG · Africa37.7%Cook IslandsCOK · Oceania—Costa RicaCRI · Americas75.4%CroatiaHRV · Europe69.3%CubaCUB · Americas—CuraçaoCUW · Americas—CyprusCYP · Asia59.8%CzechiaCZE · Europe88.5%Côte d’IvoireCIV · Africa77.7%Democratic People's Republic of KoreaPRK · Asia—Democratic Republic of the CongoCOD · Africa—DenmarkDNK · Europe89.7%DjiboutiDJI · Africa—DominicaDMA · Americas—Dominican RepublicDOM · Americas74.0%EcuadorECU · Americas78.7%EgyptEGY · Africa94.0%El SalvadorSLV · Americas58.4%Equatorial GuineaGNQ · Africa—EritreaERI · Africa—EstoniaEST · Europe62.3%EswatiniSWZ · Africa—EthiopiaETH · Africa—Falkland Islands (Malvinas)FLK · Americas—Faroe IslandsFRO · Europe—FijiFJI · Oceania—FinlandFIN · Europe81.0%FranceFRA · Europe98.2%French GuianaGUF · Americas—French PolynesiaPYF · Oceania—French Southern TerritoriesATF · Africa—GabonGAB · Africa—GambiaGMB · Africa—GeorgiaGEO · Asia72.5%GermanyDEU · Europe97.8%GhanaGHA · Africa83.2%GibraltarGIB · Europe—GreeceGRC · Europe85.7%GreenlandGRL · Americas—GrenadaGRD · Americas—GuadeloupeGLP · Americas—GuamGUM · Oceania—GuatemalaGTM · Americas72.4%GuernseyGGY · Europe—GuineaGIN · Africa—Guinea-BissauGNB · Africa—GuyanaGUY · Americas—HaitiHTI · Americas47.1%Heard Island and McDonald IslandsHMD · Oceania—Holy SeeVAT · Europe—HondurasHND · Americas52.9%HungaryHUN · Europe79.2%IcelandISL · Europe34.0%IndiaIND · Asia98.5%IndonesiaIDN · Asia97.6%IranIRN · Asia—IraqIRQ · Asia82.3%IrelandIRL · Europe86.8%Isle of ManIMN · Europe—IsraelISR · Asia91.2%ItalyITA · Europe96.8%JamaicaJAM · Americas44.9%JapanJPN · Asia97.7%JerseyJEY · Europe—JordanJOR · Asia75.6%KazakhstanKAZ · Asia83.5%KenyaKEN · Africa87.0%KiribatiKIR · Oceania—KosovoXKX · Europe—KuwaitKWT · Asia69.1%KyrgyzstanKGZ · Asia48.5%LaosLAO · Asia—LatviaLVA · Europe60.1%LebanonLBN · Asia65.6%LesothoLSO · Africa—LiberiaLBR · Africa—LibyaLBY · Africa—LiechtensteinLIE · Europe—LithuaniaLTU · Europe71.2%LuxembourgLUX · Europe59.8%MadagascarMDG · Africa59.1%MalawiMWI · Africa—MalaysiaMYS · Asia92.9%MaldivesMDV · Asia—MaliMLI · Africa—MaltaMLT · Europe47.8%Marshall IslandsMHL · Oceania—MartiniqueMTQ · Americas—MauritaniaMRT · Africa—MauritiusMUS · Africa48.3%MayotteMYT · Africa—MexicoMEX · Americas96.7%Micronesia (Federated States of)FSM · Oceania—MoldovaMDA · Europe57.5%MonacoMCO · Europe—MongoliaMNG · Asia66.5%MontenegroMNE · Europe—MontserratMSR · Americas—MoroccoMAR · Africa92.7%MozambiqueMOZ · Africa52.8%MyanmarMMR · Asia—NamibiaNAM · Africa30.6%NaoeroNRU · Oceania—NepalNPL · Asia84.0%Netherlands (Kingdom of the)NLD · Europe95.6%New CaledoniaNCL · Oceania—New ZealandNZL · Oceania90.3%NicaraguaNIC · Americas—NigerNER · Africa—NigeriaNGA · Africa94.8%NiueNIU · Oceania—Norfolk IslandNFK · Oceania—North MacedoniaMKD · Europe45.5%Northern Mariana IslandsMNP · Oceania—NorwayNOR · Europe89.3%OmanOMN · Asia61.4%PakistanPAK · Asia95.8%PalauPLW · Oceania—PanamaPAN · Americas66.5%Papua New GuineaPNG · Oceania—ParaguayPRY · Americas60.1%PeruPER · Americas93.2%PhilippinesPHL · Asia94.5%PitcairnPCN · Oceania—PolandPOL · Europe94.2%PortugalPRT · Europe92.4%Puerto RicoPRI · Americas65.5%QatarQAT · Asia67.9%RomaniaROU · Europe89.6%RussiaRUS · Europe—RwandaRWA · Africa53.1%RéunionREU · Africa—Saint BarthélemyBLM · Americas—Saint HelenaSHN · Africa—Saint Kitts and NevisKNA · Americas—Saint LuciaLCA · Americas—Saint Martin (French Part)MAF · Americas—Saint Pierre and MiquelonSPM · Americas—Saint Vincent and the GrenadinesVCT · Americas—SamoaWSM · Oceania—San MarinoSMR · Europe—Sao Tome and PrincipeSTP · Africa—Saudi ArabiaSAU · Asia92.7%SenegalSEN · Africa71.5%SerbiaSRB · Europe77.5%SeychellesSYC · Africa—Sierra LeoneSLE · Africa—SingaporeSGP · Asia93.8%Sint Maarten (Dutch part)SXM · Americas—SlovakiaSVK · Europe74.9%SloveniaSVN · Europe60.1%Solomon IslandsSLB · Oceania—SomaliaSOM · Africa—South AfricaZAF · Africa92.3%South Georgia and the South Sandwich IslandsSGS · Americas—South KoreaKOR · Asia98.1%South SudanSSD · Africa—SpainESP · Europe97.5%Sri LankaLKA · Asia84.8%State of PalestinePSE · Asia50.1%SudanSDN · Africa—SurinameSUR · Americas—Svalbard and Jan Mayen IslandsSJM · Europe—SwedenSWE · Europe91.5%SwitzerlandCHE · Europe93.6%SyriaSYR · Asia—TaiwanTWN · Asia94.7%TajikistanTJK · Asia—TanzaniaTZA · Africa57.4%ThailandTHA · Asia95.5%Timor-LesteTLS · Asia—TogoTGO · Africa49.9%TokelauTKL · Oceania—TongaTON · Oceania—Trinidad and TobagoTTO · Americas34.0%TunisiaTUN · Africa88.6%TurkmenistanTKM · Asia—Turks and Caicos IslandsTCA · Americas—TuvaluTUV · Oceania—TürkiyeTUR · Asia94.6%UgandaUGA · Africa65.6%UkraineUKR · Europe91.7%United Arab EmiratesARE · Asia93.2%United KingdomGBR · Europe97.7%United StatesUSA · Americas98.3%United States Minor Outlying IslandsUMI · Oceania—United States Virgin IslandsVIR · Americas—UruguayURY · Americas71.5%UzbekistanUZB · Asia81.4%VanuatuVUT · Oceania—VenezuelaVEN · Americas—VietnamVNM · Asia95.5%Wallis and Futuna IslandsWLF · Oceania—Western SaharaESH · Africa—YemenYEM · Asia—ZambiaZMB · Africa55.8%ZimbabweZWE · Africa51.7%Åland IslandsALA · Europe—