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

Stata interface to IPEDS data sets

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

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

Build a Postgres DB from IPEDS Access files

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

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

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.

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.

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.

A set of scripts to ease collection of IPEDS data.

A proof-of-concept for using RAG to search the IPEDS metatdata.

download NCES IPEDS data

Methods and code to harmonize U.S. Title II teacher preparation data and merge with IPEDS institutional records using standardized and fuzzy text matching. Created as part of a larger teacher preparation research project at Craft Education, Western Governors University.