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⌕ Data & Research

Explore data & research tools with transparent adoption, freshness, maturity, and install evidence. Downloads and stars are ranked separately because they measure different things.

37 VERIFIED ENTRIES6 subcategories
Web ScrapingSearch APIsCrawlingCompetitor ResearchDatasetsSynthetic Data

Registry adoption, npm or PyPI

Data & Research - ranked by monthly package downloads

23 tracked
  1. #1Pandas Data Analysis Librarypandas-devTrust pending736.1Mmonthly downloads
  2. #2Hugging Face Datasets LibraryhuggingfaceTrust pending133.4Mmonthly downloads
  3. #3dbt Analytics Engineering Tooldbt-labsTrust pending110.5Mmonthly downloads
  4. #4Playwright Python AutomationmicrosoftTrust pending88.9Mmonthly downloads
  5. #5Polars Fast DataFrames Enginepola-rsTrust pending67.9Mmonthly downloads
  6. #6TrafilaturaadbarTrust pending12.8Mmonthly downloads
  7. #7ScrapyscrapyTrust pending3.7Mmonthly downloads
  8. #8SerpApi Python ClientserpapiTrust pending1.8Mmonthly downloads
  9. #9Crawl4AIunclecodeTrust pending1.7Mmonthly downloads
  10. #10Crawlee for PythonapifyTrust pending864Kmonthly downloads
  11. #11Newspaper3kcodelucasTrust pending818Kmonthly downloads
  12. #12CrawleeapifyTrust pending807Kmonthly downloads
  13. #13Kaggle APIKaggleTrust pending784Kmonthly downloads
  14. #14Apify SDK for PythonapifyTrust pending257Kmonthly downloads
  15. #15DatasettesimonwTrust pending160Kmonthly downloads
  16. #16Tavily MCPtavily-aiTrust pending133Kmonthly downloads
  17. #17Exa MCPexa-labsTrust pending70Kmonthly downloads
  18. #18ScrapeGraphAIScrapeGraphAITrust pending60Kmonthly downloads
  19. #19Selenium WebDriver EngineSeleniumHQTrust pending26Kmonthly downloads
  20. #20changedetection.iodgtlmoonTrust pending25Kmonthly downloads
  21. #21theHarvesterlaramiesTrust pending18Kmonthly downloads
  22. #22AutoScraperalirezamikaTrust pending2.0Kmonthly downloads
  23. #23Typesense Fast Search EnginetypesenseTrust pending8monthly downloads

Community interest, no registry download data

Data & Research - ranked by github stars

14 tracked
  1. #1FirecrawlmendableaiTrust pending160KGitHub stars
  2. #2Meilisearch Open-Source EnginemeilisearchTrust pending59KGitHub stars
  3. #3DuckDB Analytical DatabaseduckdbTrust pending40KGitHub stars
  4. #4CheeriocheeriojsTrust pending30KGitHub stars
  5. #5Colly Fast Go Scraping FrameworkgocollyTrust pending25KGitHub stars
  6. #6SpiderFootsmicallefTrust pending20KGitHub stars
  7. #7KatanaprojectdiscoveryTrust pending17KGitHub stars
  8. #8OpenSearch Suite Engineopensearch-projectTrust pending13KGitHub stars
  9. #9Jina Readerjina-aiTrust pending12KGitHub stars
  10. #10Synthetic Data Vaultsdv-devTrust pending3.5KGitHub stars
  11. #11Distilabelargilla-ioTrust pending3.4KGitHub stars
  12. #12HeritrixinternetarchiveTrust pending3.3KGitHub stars
  13. #13Apache NutchapacheTrust pending3.3KGitHub stars
  14. #14YData SyntheticData-Centric-AI-CommunityTrust pending1.6KGitHub stars