ipeds

Script to batch download IPEDS survey files

Scripts to download and build panel data files for IPEDS.

A Python package for working with IPEDS data

Open Common Data Set API and archive for U.S. colleges — raw CDS PDFs, structured extracts, IPEDS/College Scorecard joins

Stata interface to IPEDS data sets

An R Project that creates quick and easy reports from IPEDS data.

Ask natural-language questions about U.S. colleges (IPEDS) and get answers with tables and charts — a self-hosted FastAPI + React app with an LLM NL→SQL agent.

Build a Postgres DB from IPEDS Access files

Multilevel Modeling of Postsecondary Retention Rates in the United States

This program combines information from both NZ and IZ, for both Alma and Alma Analytics

Data analysis of U.S. university budget allocation patterns (2018-2023). Analyzing why college tuition is expensive and where the money goes.

Automagically download labeled .dta versions of IPEDS data files using Stata or R (via haven)

Search for post-secondary schools with graduates with specified characteristics.

Worspace devoted to decoding reverse engineering the NYT College Access Index.

Know your senior-year college bill before you enroll: IPEDS tuition projections and an aid-erosion engine (Next.js + Python ETL). Showcase of the live app at tuitioncreep.org (13-school sample).

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.

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.

A set of scripts to ease collection of IPEDS data.

College ROI, decoded — 30-year NPV of U.S. colleges and majors. FREOPP + IPEDS + BEA derived, CC BY 4.0, maintained by le-teen.com