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Sources:Million Neighborhoods Africa Database (2023) is created from multiple data sources, including OpenStreetMap accessed via the Geofabrik download server, DigitizeAfrica building footprints from Maxar Technologies Inc and Ecopia.AI, coastline data from the Daylight Map Distribution, administrative areas from GADM database 4.1, gridded population data from ORNL LandScan 2020 (1km²) and WorldPop 2020 (constrained, 100m²), GHSL Urban Centre database 2015 and OECD/SWAC Africapolis database 2020.
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LicenseMillion Neighborhoods Africa Database (2023) is made available under the Open Database License: http://opendatacommons.org/licenses/odbl/1.0/.
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AttributionBettencourt, Luís M. A.; Marchio, Nicholas. (2023). Million Neighborhoods Africa Database. University of Chicago's Mansueto Institute for Urban Innovation. URL: https://www.millionneighborhoods.africa
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ContactNicholas Marchio <nmarchio@uchicago.edu>
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URL (with maps, data, FAQ, articles)https://www.millionneighborhoods.africa
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sub-Saharan Africa countries in Million Neighborhoods Africa Database
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Country codeCountry name
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AGOAngola
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BDIBurundi
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BENBenin
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BFABurkina Faso
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BWABotswana
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CAFCentral African Republic
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CIVCôte d'Ivoire
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CMRCameroon
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CODDemocratic Republic of the Congo
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COGCongo
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COMComoros
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CPVCabo Verde
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DJIDjibouti
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ERIEritrea
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ESHMorocco
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ETHEthiopia
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GABGabon
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GHAGhana
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GINGuinea
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GMBGambia
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GNBGuinea-Bissau
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GNQEquatorial Guinea
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KENKenya
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LBRLiberia
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LSOLesotho
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MDGMadagascar
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MLIMali
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MOZMozambique
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MRTMauritania
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MUSMauritius
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MWIMalawi
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NAMNamibia
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NERNiger
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NGANigeria
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RWARwanda
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SDNSudan
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SENSenegal
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SLESierra Leone
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SOMSomalia
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SSDSouth Sudan
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STPSao Tome and Principe
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SWZEswatini
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SYCSeychelles
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TCDChad
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TGOTogo
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TZATanzania
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UGAUganda
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ZAFSouth Africa
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ZMBZambia
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ZWEZimbabwe
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