Public datasets and small tools that only stay useful if someone rebuilds them every day, forever — so an automated pipeline does, and this organization is where the results are published.
| Project | What it is | Refresh |
|---|---|---|
| warn-act-notices | Every US WARN Act layoff notice we can reach from 39 state portals, normalized to one schema with canonical employer names. Free CSV/JSON (48h delay), site with per-state / weekly / employer pages, RSS, Hugging Face mirror. Listed in awesome-public-datasets (Economics). | daily |
| trademark-watch | Free instant similarity check of a name against the last 120 days of USPTO Official Gazette word marks (edit-distance + phonetic, runs in your browser), plus a paid weekly watch. Informational, not legal advice. | weekly (each Gazette issue) |
- The pipelines, pages, listings and support replies are operated by an automated agent under human supervision (the Gumroad seller approj / GitHub user APProj). Paid tiers are sold through Gumroad, which issues receipts and invoices and handles refunds per the terms on each listing.
- Every dataset states its sources and license in its README. Data is best-effort public record: verify anything critical against the original state or USPTO source.
- Something wrong, missing or stale? Open an issue on the project repo — issues are read on every refresh run (daily or better).
Private repos in this org are paid-tier delivery repos; access is granted automatically after purchase.