This vulnerability index combines indicators across basic services, healthcare, socioeconomic status, and demographics, with special attention to marginalized populations.
It uses z-score standardization to normalize variables and Principal Component Analysis to determine optimal dimension weights, producing a 0-100 score that classifies municipalities by vulnerability level.
Showing a timeline of development in Columbia
Shaheer Khan
Samuel Mahjouri
Zoya Hasan
Shruti Yamala
Mila (Shaheer's Cat) - Moral Support
This analysis shows how vulnerability factors vary across different regions of Colombia.