The choropleth map of Red Cross Smoke Alarm Home Visits per county in 10 months Project Goal The Red Cross Smoke Alarm Home Visits is already a very successful campaign, but they were looking forward to the power of data and data science to further improve the project. I joined a project The Effectiveness of Smoke Alarm Installs and Home Fire for the American Red Cross. In May, 2015 I went to a MeetUp organized by DataKind, where Volunteers came from all kinds of background joined together to help non-profit organizations with Data Science. Geocoded 18 millions address in NFIRS data with AWS server, Postgresql, PostGIS.Major contribution on model design, implemented NFIRS related predictors, and built interactive visualizations.Discovered the hidden information in NFIRS dataset, obtained and analyzed 10G NFIRS data.The project used public data to help Red Cross directing limited resources to homes that more vulnerable to fire risk and loss.This is a write-up for my volunteer Data Science project for the American Red Cross.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |