DeanMason20/MarchMadnessAnalyzer

March Madness Analyzer

This Gradio application provides an interactive platform for analyzing March Madness basketball tournament data. It features three main functionalities:

1. 1.Matchup Simulator: Predict the winner and analyze probabilities between two teams for a given year based on 538 Power Ratings and seeds.
2. 2.Scouting Report Generator: Generate a comprehensive scouting report for any team in a specific year, highlighting strengths, weaknesses, and tournament outlook.
3. 3.Seed Comparison: Compare the historical performance and championship success of two different tournament seeds.
4. 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. 1.Create a new Space.
2. 2.Upload app.py, requirements.txt, and all the .csv data files into the root directory of your Space.
3. 3.The Space should automatically detect and run the Gradio application.

Enjoy analyzing March Madness like a pro!