Performica (f.k.a Sportan): Sports Performance Analysis
About
Our project is dedicated to individual sports players, coaches and team sponsors to analyze and improve the performance of team
Intuition
→ Which team has highest winning percentage ?
→ Which 11 player in cricket can make worlds strongest cricket team ?
→ How Moneyball concept can make a poor team a champion team ?
→ which location in basketball court has highest probability of converting the basket ?
→ What is the impact of salary on team performance and vice-versa.
→ How wearables can help in collecting useful information for individual performance
→ Which team will win the tournament or race ?
Answer is here in this project……
How to Run
First of all download the code through below
git init
git clone https://github.com/haard7/Sportan_sports_analysis.git
🔗 Let’s Collab
Demo
https://haard7-sports-analytics-streamlit-basketball-2ftc2n.streamlit.app/
Note: Because of inactivity from long time this link can take longer time to open the project
Documentation
Tech Stack
Programming Language: Python
Data processing: Numpy, Pandas
Data Visualization: Matplotlib,Seaborn, PowerBI
Web Scraping: Bright Data
Deployment: Streamlit