REPOGEO 报告 · LITE
iphysresearch/DataSciComp
默认分支 master · commit f9bbbdca · 扫描时间 2026/5/14 01:38:01
星标 1,676 · Fork 300
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 iphysresearch/DataSciComp 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Replace README content with a clear archival and redirection message
原因:
当前<h1>Important!</h1> <p> This Repo was permanently <b>archived</b> in 2019/10/01. <b>BUT this is not the end!</b><br> </p> <p> With almost 3 months together in joint development, the project has been reborn once more! <br> We convert our website from static to dynamic such that everyone can submit a challenge/competition on their own interests. And more functions are coming. Please look forward to it! </p> <p> Click <a href="https://www.datascicamp.com">HERE</a> for our new website! You can also move to <a href="https://github.com/datascicamp/DataSciCamp">Welcome page</a> for more infomations. </p> The archived README text below - 以下是存档的 README 原文本 <div align="center"> <a href="./favicon.ico"> </a> <br> <br> <h1>Data Science Challenge / Competition Deadlines </h1> <p> <li>A collection of popular Data Science Challenges/Competitions</li> <li>Countdown timers to keep track of the entry deadlines.</li> <br><a href="https://www.datascicamp.com">DataSciCamp.com</a> <p> </div> > Please *Feel free to star* ⭐ this repo! or open an issue with your suggestions and requests! > > 欢迎关注微博更新:IPhysResearch . Collected by 土豆 (Herb) in spare time. > > 联系网站开发者:LeonTian 的知乎主页 . LeonTian (Chief Designer and Developer of DataSciCamp). > ###### [Description](#description) | [How to Contribute](#how-to-Contribute) | [Data Format](#data-format) | [To-Do](#to-do) | [Feature Requests](#feature-requests) | [FAQ] | [Acknowledgments & other useful listings]复制粘贴的修复# Important! This Repository is Permanently Archived. This repository was permanently archived on 2019/10/01. The project has been reborn and is now actively maintained at a new location. Please visit our new website: [DataSciCamp.com](https://www.datascicamp.com) And our new GitHub repository: [datascicamp/DataSciCamp](https://github.com/datascicamp/DataSciCamp)
- mediumabout#2Update the repository description to reflect its archived status and new location
原因:
当前A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.
复制粘贴的修复This repository is permanently archived. For the active project, please visit https://github.com/datascicamp/DataSciCamp and https://www.datascicamp.com.
- lowtopics#3Update repository topics to reflect its archived status
原因:
当前challenge, competition, data-challenge, data-science, data-science-competitions, project
复制粘贴的修复archived, redirect, data-science
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- Kaggle · 被推荐 2 次
- DrivenData · 被推荐 1 次
- Zindi · 被推荐 1 次
- Analytics Vidhya · 被推荐 1 次
- Topcoder · 被推荐 1 次
- 品类问题How can I find upcoming data science challenges and track their submission deadlines?你:未被推荐AI 推荐顺序:
- Kaggle
- DrivenData
- Zindi
- Analytics Vidhya
- Topcoder
- Devpost
- AIcrowd
AI 推荐了 7 个替代方案,却始终没点名 iphysresearch/DataSciComp。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What tools help me monitor data science competition deadlines and project timelines?你:未被推荐AI 推荐顺序:
- Kaggle
- Google Calendar
- Outlook Calendar
- Trello
- Asana
- Notion
- Monday.com
AI 推荐了 7 个替代方案,却始终没点名 iphysresearch/DataSciComp。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of iphysresearch/DataSciComp?passAI 明确点名了 iphysresearch/DataSciComp
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 iphysresearch/DataSciComp in production, what risks or prerequisites should they evaluate first?passAI 未点名 iphysresearch/DataSciComp —— 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?
- In one sentence, what problem does the repo iphysresearch/DataSciComp solve, and who is the primary audience?passAI 未点名 iphysresearch/DataSciComp —— 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?
嵌入你的 GEO 徽章
把这个徽章贴进 iphysresearch/DataSciComp 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/iphysresearch/DataSciComp)<a href="https://repogeo.com/zh/r/iphysresearch/DataSciComp"><img src="https://repogeo.com/badge/iphysresearch/DataSciComp.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
iphysresearch/DataSciComp — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3