RetrainMap Team

App Store scraper on Apple's public iTunes Search API: one row per app - id, name, bundle id, seller, price, rating, rating count, version, release dates, genres, min OS, size, description, URL. Search by term or look up by id/bundle id in any country; optional review rows. $5 per 1,000 rows.

Search arXiv's public API by plain text or arXiv query syntax, category and submission date; one row per paper with arXiv id, title, authors, abstract, categories, published/updated dates, DOI, journal reference and PDF/abstract links. Default: newest cs.AI papers on large language models.

Job listings from any company's career site on Greenhouse, Lever, Ashby or Workable, read from the ATS's public JSON endpoint: one row per job with title, department, location, remote flag, employment type, salary when published, URL and first-seen date. For recruiters, sales teams and job boards.

Search the CFPB Consumer Complaint Database (public API, no key) and get one normalised row per complaint: product, issue, company, state, ZIP, company response, timeliness, tags, narrative and link. Filter by term, company, product, state, date range and narrative. Default: last 30 days.

Pull CMS Provider Data Catalog datasets - Hospital General Information, Nursing Home Provider Information, Home Health Care Agencies, Dialysis Facilities - filtered by state, city or name. One row per facility with the dataset's own columns (id, name, address, phone, type, ownership, star ratings).

Read CoinGecko's public API v3 and get one flat row per coin (price, market cap, rank, volume, 24h/7d change, ATH, supply), per day of price history, per trending coin or per category. Optional demo/pro API key. Default: top 250 coins by market cap in USD, one request.

One row per U.S. college from the Dept. of Education's College Scorecard API: name, location, ownership, predominant degree, admission rate, net price, tuition, median earnings 10 years after entry, completion rate, size, plus any Scorecard field id. Filter by name, state, degree level, ownership.

Search U.S. Consumer Product Safety Commission recalls (saferproducts.gov API) by title, product, hazard, manufacturer and date range. One row per recall: number, date, title, description, products, hazards, remedies, manufacturers, retailers, units, image count, URL. Default: last 180 days.

Search the data.gov catalog (catalog.data.gov search API, no key) and get one row per dataset: id, title, organization, publisher, description, tags, formats, up to 10 resources with download URLs, license, modified date and landing page. Filter by query, organization, tags and file format.

OSHA inspections and Wage and Hour Division (WHISARD) cases from the U.S. Department of Labor's open-data portal bulk files, no API key. Filter by state, city, employer name and open date; one normalised row per inspection or case: dates, NAICS, type, violations, back wages, penalties.

eCFR scraper on the official API: search the Electronic Code of Federal Regulations by keyword, CFR title, part or section; one row per hit - hierarchy, heading, citation, version dates, score, snippet, link - optionally the section's full text as plain text. Public domain. $5 per 1,000 rows.

Search EPA ECHO by state, city, zip, NAICS and program (air, water, hazardous waste, drinking water) and get one row per regulated facility: registry id, address, permits, compliance status, quarters in noncompliance, inspections, enforcement, penalties, report URL.

Outcomes for 70,000+ US training programs from the Department of Labor's Training Provider Results index: provider, program, credential, SOC codes, completion rate, employment after exit, median earnings and cost. For ed-tech, career products, workforce boards, researchers.

Federal Register scraper on the official public API: one normalised row per document - number, title, type, agencies, publication and effective dates, abstract, HTML/PDF links, docket IDs, CFR references, page range. Filter by term, agency, type, date range. Default: last 7 days. $5 per 1,000 rows.

Repositories from GitHub's public search API, one row each: full name, owner, description, language, stars, forks, license, topics, created/updated/pushed dates and URL. Trending mode lists new repos by stars; search mode takes GitHub search syntax. For dev-tool teams, VC scouts and researchers.

Search Grants.gov federal funding opportunities by keyword, status (posted, forecasted, closed, archived), applicant eligibility, agency and funding category. One row per opportunity: number, title, agency, dates, ALNs, link; optionally synopsis, award ceiling/floor and eligibility details.

Hacker News stories from the official public APIs: the top, new and best lists, or a full-text search by keyword, tag and date. One row per story with id, title, URL, domain, points, author, comment count, created time and HN link; optionally top comments. For trend trackers and researchers.

Hugging Face Hub scraper on the public API: search models or datasets by term, task, library, license, language or author; one row each - id, author, task, library, license, downloads, likes, last modified, tags, gated, URL. No token needed. $5 per 1,000 rows + $0.10 per run.

Read MLB's public Stats API (statsapi.mlb.com) and get flat rows: games with status, teams, scores and venue; division standings with W-L, pct, GB and streak; team rosters; season hitting or pitching stats per player. Default: schedule for today +/-3 days (standings if no games).

Read the NHL's public web API (api-web.nhle.com) and get flat rows: standings with GP, W, L, OTL, points, GF/GA, streak; games with state, teams, scores, venue; today's scoreboard; rosters with position, number, shoots/catches; player bio + season/career totals. Default: standings now (32 rows).

Safety recalls and consumer complaints for any make / model / model year from NHTSA's public API (no key): campaign or ODI number, component, summary, consequence, remedy, manufacturer, dates, crash / fire / injury / death flags and the NHTSA page link - one normalised row per record.

Healthcare providers from the CMS NPI Registry (NPPES API 2.1): look up NPI numbers or search by taxonomy, name, organization, city, state, ZIP and NPI type. One flat row per provider: name, credential, primary taxonomy and license, practice and mailing address, phone, dates, status.

Active U.S. National Weather Service alerts (warnings, watches, advisories) as one row each - event, severity, urgency, areas, states, onset/expiry, full text - filtered by state and severity; or the 7-day / hourly NWS forecast for up to 20 lat/lon points. Public api.weather.gov, no key.

Search or look up occupations in the bundled O*NET 30.3 Database (USDOL/ETA, CC BY 4.0): O*NET-SOC code, title, description, job zone, reported titles, related occupations (tiered), task statements, O*NET OnLine link. Fuzzy title search, code lookup, related-jobs mode; no network calls.