A data pipeline that pulls together several U.S. education sources into one location

High-performance, memory-optimized API for US school district lookups using official NCES boundary data

Build a research-ready, QA-backed unbalanced UNITID-by-year IPEDS panel from NCES IPEDS Access databases (2004–2023) using a reproducible Python and SQL pipeline.

Python package for matching K-12 course names and descriptions to standardized NCES School Courses for the Exchange of Data (SCED) codes.

download NCES IPEDS data

🚌 🗺 😷 Elementary School Operating Status + NCES 2019-2020 School District Boundaries

Interactive Orlando metro school quality map (Seminole, Lake, Osceola, Polk) — Mapbox GL JS + FL DOE grades + NCES geocodes + district boundaries

The U.S. Department of Education (ED) is a federal agency that manages and coordinates federal assistance to education and establishes policy for it. ED's mission is to promote student achievement and preparation for global competitiveness, and to ensure equal access to education.

Python + DuckDB pipeline for downloading, harmonizing, QC-validating, and panelizing NCES IPEDS data into research-ready institution-year datasets.