Esri offers advanced demographic datasets for select countries and areas. The source of standard demographics is Michael Bauer Research GmbH (MB-Research); for the methodology, see Methodological Notes and Usage of MB-Research Market Data (PDF). The source for advanced demographics, where applicable, varies by country or area.
Follow the links below for release notes, methodologies for advanced demographics, maps, and other documentation.
Algeria
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Angola
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Botswana
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Cameroon
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Côte d'Ivoire
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Egypt
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Eswatini (formerly Swaziland)
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Ghana
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Kenya
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Lesotho
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Malawi
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Mauritius
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Morocco
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Mozambique
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Namibia
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Nigeria
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Réunion
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
South Africa
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Sudan
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Tanzania
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Tunisia
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Uganda
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps
Zambia
Standard Demographics
- Release notes (PDF)
- Variable list (CSV)
- Sample report (PDF)
- ArcGIS Living Atlas maps