his interactive map displays census tracts in St. Louis County classified into three clusters of social vulnerability using k-means clustering. Each tract is shaded to reflect its relative level of vulnerability based on socioeconomic and demographic indicators, including poverty rates, population characteristics, and housing factors. High Vulnerability: Areas with higher concentrations of socioeconomic challenges. Moderate Vulnerability: Areas with mixed indicators. Low Vulnerability: Areas with comparatively fewer vulnerability factors. Hover over each tract to view the City, ZIP Code and population This visualization supports targeted policy planning and resource allocation by highlighting spatial patterns of need.

En este archivo se muestra que la t de student puede ser estandarizada y aproximada por la normal

This mini project applies foundational epidemiological methods to a synthetic dataset simulating small-area population health patterns.

Environmental Exposure and Disease Burden in Simulated Small-Area Data