DeanMason20/March_Madness_Analyzer
0
---
title: March Madness Analyzer
emoji: ๐
colorFrom: '#FF6B00'
colorTo: '#003087'
sdk: gradio
sdk_version: "4.29.0"
python_version: "3.10"
app_file: app.py
pinned: false
---
# March Madness Analyzer
This Gradio application provides an interactive platform for analyzing March Madness basketball tournament data. It features three main functionalities:
1. **Matchup Simulator**: Predict the winner and analyze probabilities between two teams for a given year based on 538 Power Ratings and seeds.
2. **Scouting Report Generator**: Generate a comprehensive scouting report for any team in a specific year, highlighting strengths, weaknesses, and tournament outlook.
3. **Seed Comparison**: Compare the historical performance and championship success of two different tournament seeds.
4. **National Champion Analyzer**: Adjust various team statistics (seed, power rating, rankings, Q1/Q3/Q4 wins/losses) to predict a team's probability of winning the National Championship and find historically similar teams.
## Data
The application uses several CSV files containing historical March Madness data:
* `538 Ratings.csv`: 538 Power Ratings for teams.
* `Team Results.csv`: General team season results.
* `TeamRankings.csv`: Team ranking data from TeamRankings.com.
* `Teamsheet Ranks.csv`: Detailed team sheet statistics, including Quadrant wins and losses.
* `Tournament Matchups.csv`: Historical tournament matchup data.
## How to Use
To run this application on Hugging Face Spaces:
1. Create a new Space.
2. Upload `app.py`, `requirements.txt`, and all the `.csv` data files into the root directory of your Space.
3. The Space should automatically detect and run the Gradio application.
Enjoy analyzing March Madness like a pro!