Project

Predictive Analytics to Prevent Lead Poisoning in Children

By

Data Science for Social Good

Link

http://www.dssgfellowship.org//project/predictive-analytics-to-prevent-lead-poisoning-in-children/

Published

November 2014

Tool used

dedupe python library

In 2014, DSSG partnered with the Chicago Department of Public Health to help find the homes that are most likely to still contain lead-based paint hazards. By building statistical models that predict exposure based on evidence such as the age of a house, the history of children’s exposure at that address, and economic conditions of the neighborhood, CDPH and their partners can link high-risk children and pregnant women to inspection and lead-based paint mitigation funding before any harm is done. This integrated and innovative system will ensure resources are used most efficiently, and ultimately will mean healthier Chicago children.