GDELT Event Intelligence Normalizer

Search NIH RePORTER for research grants with normalized institution names, PI names, and deduplication. 200+ institution mappings, org type classification.

Search PubMed for biomedical literature — titles, abstracts, authors, MeSH terms. 36M+ citations. Pharma research, healthcare, academic literature reviews.

Search USASpending.gov for federal contracts, grants, loans. Government spending analysis, contractor intelligence, market research.

Extract Eurostat statistics — GDP, employment, inflation, trade for EU countries. Free API, no key. Economic research, policy analysis, market intelligence.

GDELT Global News Monitoring Scraper

scrapers_lat/gdelt-news-events-scraper

Monitor worldwide news coverage by keyword, country and language. Scrape matching articles with title, link, source domain, source country, language, publish time and lead image. Great for brand and PR monitoring, media research and geo signals. Export to JSON, CSV or Excel.

GDELT News Scraper: Worldwide News in 65 Languages

glitchbound/gdelt-scraper

GDELT news API for global media monitoring: worldwide news coverage updated every 15 minutes, multilingual news in 65 languages from every country. Filter by language, source country and tone. Returns title, URL, outlet, language, country and time, syndicated duplicates removed.

Search NIST NVD for CVE vulnerabilities — CVSS scores, affected products, patches. Cybersecurity research, vulnerability management, threat intelligence.

Extract FDA drug recall and enforcement data — safety alerts, market withdrawals, compliance actions. Free API, no key. Pharma compliance, legal, healthcare safety.

Search US college data — tuition, graduation rates, salaries, enrollment. Free API, no key. Education research, student decisions, institutional analysis.

Search ClinicalTrials.gov with drug name normalization (200+ brand→generic mappings), condition synonym unification (80+ mappings), and sponsor dedup. Pharma competitive intelligence, biotech research, CROs.