Turning WARN Act layoff notices into a weekly dataset (CA, NY, OR, WA)When a large employer plans a plant closing or mass layoff in the US, the federal WARN Act generally requires advance written notice, usually 60 days, and states publish those notices. Some states go 5d ago · 3 min readgroundplanes.hashnode.dev
Pulling restaurant health inspection data via API (9 US jurisdictions, JSON out)Restaurant health inspection results are public almost everywhere in the US, but every county publishes them differently: Socrata APIs, ArcGIS layers, CSV dumps, or a search form that only shows one p12COct 19 · 3 min readgroundplanes.hashnode.dev
Finding distressed-property leads from city code-violation dataMost "driving for dollars" lists are built by literally driving around looking for overgrown yards and boarded windows. Cities already do that driving for you. Code inspectors log every complaint, insOct 19 · 3 min readgroundplanes.hashnode.dev
Fresh new-business leads from city license filings (and the compliance traps)When a business registers for a city license, the filing often becomes public within days: name, owner, business type, address and start date. For anyone selling to brand-new businesses (POS systems, 12SOct 19 · 3 min readgroundplanes.hashnode.dev