Pundits Review Resources

Useful resources created alongside the Pundits Review website - https://www.punditsreview.com/

Pundits Review scrapes and processes news articles about the Premier League in order to give players and teams a review score each week. Each Monday, the project collects articles, divides them into phrases, identifies the player or club being referred to and then predicts the sentiment of the phrase. See more on how it works here!

About this repository

Premier League resources for seasons 2019/20 & 2020/21 including sample dataset for sentiment model training.

Contents

Club Badges

PNG images for Premier League club badges - grey & white backgrounds

Club Shirts

PNG images for illustrations made representing Premier League club shirts

Players Dictionaries

Python dictionary containing a full squad list for every Premier League club

Data

Sample of Pundits Review sentiment data - for use in sentiment training (football specific). For a larger sample please get in touch.

Associated Repositories

Pundits Review 11/09/2020 - Complete directory for Pundits Review web application

Scraping - Development of the scraping process used to collect data

Entity Extraction - Development of the process used to recognise Premier League player & club entities within a news article

Sentiment Prediction - Development of the prediction model used to predict the sentiment in football news articles

Any Questions ... Send me an email!