Consumable availability in Malawi

This set of scripts analyses the avalability of consumables at health facilities in Malawi.

Scripts included

1. consumable_availability_estimation.py - Generates dataset on the availability of consumables at facilities in Malawi from various sources
2. generate_gis_data.py - Generates GIS data on facilities and engineers features on distances relevant to consumable availability
3. data_exploration.ipynb - Descriptive analysis
4. inferential_analysis.py - Regression analysis to understand the determinants of stockouts