This is the data used in the set of tutorials on creating interactive maps with python.

The Index of Economic Freedom since 1995 has annually evaluated 177 countries on a scale from 0 to 100 in 12 categories of economic freedom. Each country receives an overall...

This data set is a collection of 17 files which are snapshot subsets of the complete COVID-19 dataset maintained by Our World in Data. These subsets are visualised on the Africa...

This report is an attempt to provide data series and a brief trend analysis of the major economic, social and sectoral characteristics of SADC region for the Year 2019 based on...

South Africa administrative levels 0 (country), 1 (province), 2 (district), and 3 (local municipality) boundaries polygon and line shapefiles, EMF files, and geodatabase, and...

VERSION 1.5. The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Nigeria: (1) Overall population density (2) Women...

VERSION 1.5. The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Nigeria: (1) Overall population density (2) Women...

VERSION 1.5. The world's most accurate population datasets. Seven maps/datasets for the distribution of various populations in Uganda: (1) Overall population density (2) Women...

The complete COVID-19 dataset is a collection of the COVID-19 data maintained by Our World in Data and is updated daily. This dataset includes data on confirmed cases, deaths,...