jannisborn/paperscraper

• highreadme#1

  Reposition the README's opening paragraph to emphasize specialization

  原因：

  当前

  paperscraper is a python package for scraping publication metadata or full text files (PDF or XML) from PubMed or preprint servers such as arXiv, medRxiv, bioRxiv, and chemRxiv. It provides a streamlined interface to scrape metadata, retrieve citation counts from Google Scholar, query journal impact factors, and run simple postprocessing and plotting routines for meta-analysis.

  复制粘贴的修复

  复制

  paperscraper is a specialized Python library designed for academic researchers and data scientists to programmatically scrape publication metadata and full-text files (PDF or XML) from major academic sources like PubMed, arXiv, medRxiv, bioRxiv, and chemRxiv. Unlike generic web scraping tools or individual source APIs, paperscraper offers a unified, streamlined interface for comprehensive data retrieval, including citation counts from Google Scholar, journal impact factors, and integrated routines for meta-analysis and plotting.

  待办完成忽略
• mediumtopics#2

  Add more specific topics to clarify the library's niche

  原因：

  当前

  arxiv, biorxiv, chemrxiv, medrxiv, paperscraper, pubmed, semantic-scholar

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  arxiv, biorxiv, chemrxiv, medrxiv, paperscraper, pubmed, semantic-scholar, academic-scraping, research-tools, scientific-data, publication-scraper, meta-analysis-tool, python-library

  待办完成忽略
• mediumreadme#3

  Add a 'Comparison' or 'Why paperscraper?' section to the README

  原因：

  复制粘贴的修复

  复制

  ## Why paperscraper?
  
  `paperscraper` stands out from generic web scraping libraries (like Beautiful Soup or Scrapy) by offering specialized parsers and workflows tailored specifically for academic sources, handling common challenges like CAPTCHAs and varying site structures. Unlike relying solely on individual source APIs (such as Semantic Scholar API or CrossRef API), `paperscraper` provides a unified interface to *scrape* full texts and metadata across multiple platforms, including those without robust public APIs, enabling comprehensive data collection for meta-analysis and research projects.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I programmatically retrieve scientific paper metadata and full texts from online archives?

  你：未被推荐
  AI 推荐顺序：

  1. Semantic Scholar API
  2. CrossRef API
  3. OpenAlex API (ourresearch/openalex-api)
  4. arXiv API
  5. CORE API
  6. Scrapy (scrapy/scrapy)
  7. Beautiful Soup (crummy/BeautifulSoup)
  8. Requests (psf/requests)

  AI 推荐了 8 个替代方案，却始终没点名 jannisborn/paperscraper。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What Python library helps with scraping academic publication data for meta-analysis projects?

  你：未被推荐
  AI 推荐顺序：

  1. Beautiful Soup 4
  2. requests
  3. Selenium
  4. Scrapy
  5. PyPDF2
  6. pdfminer.six
  7. PyMuPDF
  8. pandas

  AI 推荐了 8 个替代方案，却始终没点名 jannisborn/paperscraper。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of jannisborn/paperscraper?

  pass
  ⚠AI 未点名 jannisborn/paperscraper —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts jannisborn/paperscraper in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 jannisborn/paperscraper

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo jannisborn/paperscraper solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 jannisborn/paperscraper

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？