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

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

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.

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

The FEMA Image Attachment Generator is a Python app for creating PDF attachment pages for FEMA Elevation Certificates. It embeds up to 4 images with user-defined descriptions into a PDF, complete with a header featuring key property details. Ideal for quickly generating compliant attachment pages.

R interface for various datasets in US disaster aid funding. Includes cleaned datasets from NOAA, FEMA, HUD, and SBA.

Repository for the Ecosystem Indicators paper written by OFP-FEMA with contributions from OFP-SAM.

This is to help organize data on fema and disaster information

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

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…

FEMA Disaster Declarations and Public Assistance Data Analysis.

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

A TypeScript & Angular Client for the openFEMA datasets/APIs

Things I'm trying out for FEMA

There is where context is woven into the chaos

Go client for the First Street Foundation API

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

The PyDisaster project uses a master function that extracts GPS location and EXIF data from photos submitted to our Flask application platform, and opens a Google Maps search of the location. This project is geared towards helping FEMA conduct damage assessments in areas effected by natural disasters.

Pacote de extensões para o vscode desenvolvido para os alunos da FEMA