To understand the challenges Africa faces, there is a need for improved data collection and analysis. The Africa Country Benchmark Report ranks African countries based on 19,000 data points and 34 indices and ranking systems. CNBC Africa spoke to Jonathan Mundell, CEO of In On Africa on data from this report will help us better understand the continent.