Real estate analysis
built for engineers.
Housing market data for engineers who own rentals. 166 metrics from nine public sources, with the code to reproduce every one. Ask a question below; every answer links to its source.
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01 / Evidence
Every number linked. Every code block runs.
FRED series IDs and Census tables cited inline. Copy, paste, verify — the methodology is the post.
02 / Voice
Peer-to-peer, not guru-to-rookie.
Written for engineers with one to three properties. No cap-rate intros. No affirmations. Sentences that do work.
03 / Tools
Open source, end-to-end.
Python and nine public catalogs — FRED, Census, Redfin, Realtor, Zillow, HUD, HMDA, BLS, FEMA. No proprietary black boxes. The pipeline is public, the output is repeatable, the sources are free.