/Web-Scraping-NBA-stats

This is a project to scrape NBA stats from 1991 to 2021

Primary LanguageJupyter Notebook

Web-Scraping-NBA-stats Part 1

The goal of this project is to create a machine learning model to predict the MVP for each year. Here's the tutorial I created for the project if you would like to do it.

Tools used

  • Jupyter Notebook
  • Python
  • Pandas, Numpy
  • Requests Library
  • Selenium

Data Collected

  • I scraped the data from this website.
  • MVPs data. That is players who have been awarded MVPs throughout the years from 1991 to 2021.
  • Player ststistics of all the players
  • Teams data. Data for all the teams in NBA between 1991 to 2021.

The next phase of this project is cleaning the data collected.