https://github.com/satoshi-sh/leaderboard-tracker

Tracking the Kaggle LeaderBoard progress and visualize the data with Stramlit.
https://github.com/satoshi-sh/leaderboard-tracker

data-scraping python selenium visualization

Last synced: about 2 months ago
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Tracking the Kaggle LeaderBoard progress and visualize the data with Stramlit.

• Host: GitHub
• URL: https://github.com/satoshi-sh/leaderboard-tracker
• Owner: Satoshi-Sh
• Created: 2023-11-15T19:49:44.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-11-01T21:06:21.000Z (2 months ago)
• Last Synced: 2024-11-01T22:17:53.731Z (2 months ago)
• Topics: data-scraping, python, selenium, visualization
• Language: Python
• Homepage: https://kaggle-leadearboard-tracker.streamlit.app/
• Size: 2.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# LeaderBoard Tracker

### Description

This repository helps people track the public leaderboard progress of Kaggle Competitions with the power of GitHub Actions. This repository also includes a data visualization application with Streamlit.

### How to track Other Leader Board

- Fork this repository

- change the LEADERBOARD_URL to the one you like to track in the constants.py.

- check the action setting and change workflow permission "read and write permissions"

- GitHub actions will run the scraping script and update the repository with newly scraped data

- Once the competition is over, you can disable the action.

### How to run Streamlit App

- Clone the repo in your local machine

- Update the app/constants.py with the title and url of Kaggle Competition you are tracking

- In the root folder, run `pip install` on the virtual environment.

- Run `streamlit run app/main.py` in the root folder

- The app will be at http://localhost:8501

### How to deploy Streamlit App

Streamlit provides developers with a community cloud server. Just follow the instruction on the [link](https://docs.streamlit.io/streamlit-community-cloud/deploy-your-app)

You can check live page [here](https://kaggle-leadearboard-tracker.streamlit.app/)

### Scraping Demo

if you would like to see how selenium scrapes the data, you can comment out `chrome_options.add_argument("--headless")` in the scraper.py.

After running `pip install -r requirements.txt`, your can run scraper.py







### Background

This project was created for [MLH 2023 Nov Hackathon](https://hackfest-november.devpost.com/)

[My Submission](https://devpost.com/software/kaggle-competition-tracker)

[Demo Vidoe](https://www.youtube.com/watch?v=hzPzLf5dNgU)