Quality official statistics are crucial for good decisions by government, business and civil society. Compared to G20 economies, South Africa has relatively poorly performing statistical systems, according to the World Bank. Big data and machine learning analysis of South African data, for example, is constrained by relatively limited availability of public data in machine readable format.