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 metadata sql reproducible-research data-engineering longitudinal-data higher-education data-pipeline panel-data research-data ipeds access-database duckdb nces education-economics qa-qc unbalanced-panel mdb-tools
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Updated
Aug 3, 2026 - HTML