stay-leave/weibo-public-opinion-analysis

• highreadme#1

  Reposition the README's opening to clearly state the project's purpose and unique focus

  原因：

  当前

  CSDN，52账号：灵海之森
  
  微信公众号：西书北影。欢迎关注
  
  目前在做大模型，开源仓库见：https://github.com/stay-leave/enhance_llm
  
  包含微博爬虫、LDA主题分析、情感分析、时空协同分析四个部分.

  复制粘贴的修复

  复制

  This project provides a comprehensive framework for public opinion analysis based on Weibo data, featuring a robust crawler, LDA topic modeling, sentiment analysis, and geographical visualization of trends. It aims to help researchers and data scientists understand social sentiment and trends on the Weibo platform.
  
  CSDN，52账号：灵海之森
  
  微信公众号：西书北影。欢迎关注
  
  目前在做大模型，开源仓库见：https://github.com/stay-leave/enhance_llm
  
  包含微博爬虫、LDA主题分析、情感分析、时空协同分析四个部分.

  待办完成忽略
• hightopics#2

  Add relevant topics to the repository

  原因：

  复制粘贴的修复

  复制

  weibo, public-opinion-analysis, social-media-analysis, web-crawler, sentiment-analysis, lda-topic-modeling, data-visualization, nlp, chinese-social-media

  待办完成忽略
• highlicense#3

  Add a LICENSE file to the repository

  原因：

  复制粘贴的修复

  复制

  Create a `LICENSE` file in the repository root with a suitable open-source license (e.g., MIT, Apache-2.0, or GPL-3.0) to clarify usage terms.

  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

  What tools can perform social media data crawling, topic extraction, and sentiment analysis?

  你：未被推荐
  AI 推荐顺序：

  1. Brandwatch
  2. Talkwalker
  3. Meltwater
  4. NetBase Quid
  5. Sprinklr
  6. Awario
  7. Tweepy
  8. NLTK
  9. spaCy

  AI 推荐了 9 个替代方案，却始终没点名 stay-leave/weibo-public-opinion-analysis。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking a framework to monitor public opinion and visualize sentiment trends geographically.

  你：未被推荐
  AI 推荐顺序：

  1. Brandwatch
  2. Talkwalker
  3. Meltwater
  4. Sprinklr
  5. Hootsuite Insights
  6. LexisNexis Newsdesk
  7. Python
  8. Tweepy
  9. Snscrape
  10. NLTK
  11. SpaCy
  12. Geopandas
  13. Folium

  AI 推荐了 13 个替代方案，却始终没点名 stay-leave/weibo-public-opinion-analysis。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  fail

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of stay-leave/weibo-public-opinion-analysis?

  pass
  ⚠AI 未点名 stay-leave/weibo-public-opinion-analysis —— 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 stay-leave/weibo-public-opinion-analysis in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 stay-leave/weibo-public-opinion-analysis

  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 stay-leave/weibo-public-opinion-analysis solve, and who is the primary audience?

  pass
  ⚠AI 未点名 stay-leave/weibo-public-opinion-analysis —— 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？