Code, dataset, and analysis samples that utilize the OpenFEMA API.

Analyzing FEMA's National Flood Insurance Program (NFIP) Data With DuckDB.

R Interface to the FEMA National Flood Hazards Layer

FEMA map "effective date" data used in Oct. 2017 story

Exploring FEMA's Preliminary Flood Insurance Rate Map (PFIRM) for NYC using Python.

Exploring National Flood Insurance Program (NFIP) Data for New York City.

🌐 Waylarm provides users with interactive, real-time disaster response data.

FEMA Daily Operations Briefing: Email → RSS (→ CSV)

FEMA Disaster Declarations and Public Assistance Data Analysis.

An IPAWS feed emulator that converts alerts from CAR into a CAP feed for digital EAS reception.

Machine learning based natural disaster prediction for US counties

This repository publishes the county-zipcode crosswalk data used for determining the providers eligible Extreme And Uncontrollable Circumstances Hardship.

GeoJson files of FEMA maps or layers that can be used in your own analysis.

The scope of this task is to build a working pilot of a portal that collects and displays Community Development Block Grant – Disaster Recovery (CDBG-DR) data.

Virginia - National Flood Hazard Layer (NFHL) Inventory Table GIS Open Data

MERN Stack Web App for FEMA Firestations Listings

This is a dimensional data warehouse that seeks to provide insights into the raw data that FEMA provides publicly for its Individual and Housing Program. I used Jupyter Notebook, Python (Pandas, NumPy, Pyodbc), and SQL to perform ETL on the dataset, loading the warehouse based on the schema I designed. I created visualizations using Tableau from…

Analyzing FEMA's National Flood Insurance Program (NFIP) Claims Data Using Python

Go client for the First Street Foundation API

There is where context is woven into the chaos