This repository is a snapshot of a current private repo used to perform replicable data manipulations and analysis for a research project on Public Housing in Gauteng, South Africa. The various steps and operations of the code are structured in the main.py file, which calls different python functions and stata routines in the desired order. The runmain.sh is a bash script that allows to locally launch main.py on an AWS linux server equipped with the same required software.