English Premier League EPL Player Stats(till23/24)

So, I was trying to predict the rating of players in the FIFA21 game which is going to be released in the coming weeks by using their individual performance in the previous season and the rating in the previous edition of the game FIFA20. But, I couldn't find a dataset for this. So I had no option other than to scrape data from the PL website itself.

Each row in the datasets represents each player's performance in that particular season. It starts with Name, Position, Appearances, and the statistics of his performance throughout the season. Some entries are null because those attributes don't correspond to the position in which the player actually plays, for instance, a Forward will not have Number of saves; it doesn't make sense.

To all those football freaks like me, Feel free to use this dataset

Let me know if there's an error