REPOGEO REPORT · LITE
iphysresearch/DataSciComp
Default branch master · commit f9bbbdca · scanned 5/14/2026, 1:38:01 AM
GitHub: 1,676 stars · 300 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface iphysresearch/DataSciComp, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Replace README content with a clear archival and redirection message
Why:
CURRENT<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]COPY-PASTE FIX# 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
Why:
CURRENTA collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.
COPY-PASTE FIXThis 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
Why:
CURRENTchallenge, competition, data-challenge, data-science, data-science-competitions, project
COPY-PASTE FIXarchived, redirect, data-science
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Kaggle · recommended 2×
- DrivenData · recommended 1×
- Zindi · recommended 1×
- Analytics Vidhya · recommended 1×
- Topcoder · recommended 1×
- CATEGORY QUERYHow can I find upcoming data science challenges and track their submission deadlines?you: not recommendedAI recommended (in order):
- Kaggle
- DrivenData
- Zindi
- Analytics Vidhya
- Topcoder
- Devpost
- AIcrowd
AI recommended 7 alternatives but never named iphysresearch/DataSciComp. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools help me monitor data science competition deadlines and project timelines?you: not recommendedAI recommended (in order):
- Kaggle
- Google Calendar
- Outlook Calendar
- Trello
- Asana
- Notion
- Monday.com
AI recommended 7 alternatives but never named iphysresearch/DataSciComp. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of iphysresearch/DataSciComp?passAI named iphysresearch/DataSciComp explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts iphysresearch/DataSciComp in production, what risks or prerequisites should they evaluate first?passAI did not name iphysresearch/DataSciComp — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo iphysresearch/DataSciComp solve, and who is the primary audience?passAI did not name iphysresearch/DataSciComp — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of iphysresearch/DataSciComp. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/iphysresearch/DataSciComp)<a href="https://repogeo.com/en/r/iphysresearch/DataSciComp"><img src="https://repogeo.com/badge/iphysresearch/DataSciComp.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
iphysresearch/DataSciComp — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite