Our Data Insights library goes deeper into hot topics and critical world issues. Looking for more? Learn about how we integrate data and expert visualization services with our intelligent tools, custom situation rooms, and enterprise data portals.
The data contained in this general study of 31 African cities has to be considered with a degree of caution due to inconsistencies in definitions, measurements, and data collection methodologies. The inherent complexities of the sector, the difficulties in measuring institutional arrangements, and the validation of the data found added limitations to the data set.
Historical versions of this dataset since 07 September 2012 are available.
The information about original data source is available only to Professional users.
Are you sure you want to send the dataset for verification?
Knoema is the most comprehensive source of global decision-making data in the world. Our tools allow individuals and organizations to discover, visualize, model, and present their data and the world’s data to facilitate better decisions and better outcomes.