from flask_login import current_user
An Introduction To The SCODA Indicator Explorer

Welcome to the online data exploration system for the State of Cities Open Data Almanac (SCODA)! This page provides access to the 102 different indicators used by the South African Cities Network in their State of Cities Report. Using this platform you can explore, visualize and download these datasets that describe activity and development at both City (major metros) and Provincial level. Details of the contained datasets can be found in the following metadata. If you would like to be in touch with questions, please contact us via an email to

Indicator Selector

Data Set:


Region Type: