{"repo":"vickyfriss/Football-analytics","free":true,"listed":false,"github":"https://github.com/vickyfriss/Football-analytics","clone":"git clone https://github.com/vickyfriss/Football-analytics.git","description":"Exploring football and other sports through data. Includes analyses of match events, player performance, xG models, tactical visualizations, and predictive insights.","language":"Jupyter Notebook","stars":42,"topics":["analytics","expected-goals","football-analytics","football-data","sports","sports-analytics","data-analysis","data-science","web-scraping"],"license":null,"category":"analytics","readme_excerpt":"⚽ Football Analytics ✍️ Medium: https://medium.com/@vickyfrissdekereki 💼 LinkedIn: https://www.linkedin.com/in/victoria-friss-de-kereki/ 📧 Email: vicky friss@hotmail.com 🔗 Live App: https://football-league-simulator.streamlit.app/ --- This repository is a collection of projects where I explore sports through data. It brings together different analyses I’ve worked on — from understanding player performance to building predictive models — using a mix of statistics, data visualisation, and machine learning. The idea is simple: use data to better understand what's happening on the pitch. --- 📊 What you'll find here Across the notebooks and code in this repo, I focus on: - Exploring sports datasets and identifying useful patterns - Analysing player and team performance - Working with metrics like expected goals (xG) and expected pass - Building models to predict match outcomes - Creating visualisations to make insights clearer This is an evolving project as I continue experimenting and improving my approach. --- 🛠️ Tools & Libraries Most of the work is done in Python, using: - pandas & numpy for data manipulation - matplotlib & seaborn for visualisation - scikit-learn for modelling - Jupyter notebooks for exploration --- 📂 Project Structure Football-analytics/ │ ├── # Notebooks, analysis, experiments ├── Datasets/ # datasets (raw and processed) ├── Images and others/ # plots and figures └── README.md --- 🎯 Why this project I enjoy working at the intersection of sports and d","default_branch":null,"files":null,"tree":[],"storefront":"/r/vickyfriss","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/vickyfriss/Football-analytics/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}