ad882 / top-14-s-2022---2023-ranking-prediction

Simple machine learning project to predict the ranking of the 2022-2023's TOP 14 season rugby.

TOP 14's 2022-2023 ranking prediction

Simple machine learning project aiming at predicting the ranking of the 2022-2023's TOP 14 season rugby.

The aim of the project was to build a program able to predict the ranking of the 2022-2023 TOP 14 's season using machine learning.

There are 2 (two) Python Notbooks related to the project: SCRAPPING and RANKING PREDICTION.

1. Collect the data to train the models:

The Scraping_LNR.ipynb file' s aim is to collect the resultst of the previous reason from the official league web page. The models will be trained with these data.

2. Predict the final ranking:

The Final_ranking_prediction.ipynb file' s aim is to create models to determine the final ranking.

⚠️ Warning: Before running the files, make sure requests, beautifulsoup, pandas and scikit-learn are installed on your computer. ⚠️

To install requests:

pip install requests

To install beautifulsoup:

pip install beautifulsoup4

To install pandas:

pip install pandas

To install scikit-learn:

pip install scikit-learn