FEMALE MANAGERIAL POSITIONS IN SOUTH AFRICA BY DISTRICT
This project involves data manipulation, analysis and visualizations It also involves working with and combine multiple data frames using pandas. The final results can be seen in RESULTS: CHOROPLETH_MAP.png