RRepoGEO

REPOGEO REPORT · LITE

iphysresearch/DataSciComp

Default branch master · commit f9bbbdca · scanned 5/14/2026, 1:38:01 AM

GitHub: 1,676 stars · 300 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

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.

OVERALL DIRECTION
  • highreadme#1
    Replace 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#2
    Update the repository description to reflect its archived status and new location

    Why:

    CURRENT
    A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.
    COPY-PASTE FIX
    This repository is permanently archived. For the active project, please visit https://github.com/datascicamp/DataSciCamp and https://www.datascicamp.com.
  • lowtopics#3
    Update repository topics to reflect its archived status

    Why:

    CURRENT
    challenge, competition, data-challenge, data-science, data-science-competitions, project
    COPY-PASTE FIX
    archived, 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.

Recall
0 / 2
0% of queries surface iphysresearch/DataSciComp
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Kaggle
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Kaggle · recommended 2×
  2. DrivenData · recommended 1×
  3. Zindi · recommended 1×
  4. Analytics Vidhya · recommended 1×
  5. Topcoder · recommended 1×
  • CATEGORY QUERY
    How can I find upcoming data science challenges and track their submission deadlines?
    you: not recommended
    AI recommended (in order):
    1. Kaggle
    2. DrivenData
    3. Zindi
    4. Analytics Vidhya
    5. Topcoder
    6. Devpost
    7. AIcrowd

    AI recommended 7 alternatives but never named iphysresearch/DataSciComp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help me monitor data science competition deadlines and project timelines?
    you: not recommended
    AI recommended (in order):
    1. Kaggle
    2. Google Calendar
    3. Outlook Calendar
    4. Trello
    5. Asana
    6. Notion
    7. 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 completeness
    pass

  • README presence
    pass

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?
    pass
    AI 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?
    pass
    AI 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?
    pass
    AI 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.

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MARKDOWN (README)
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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