English Premier League(2020-2022) Dataset
Team stats for all Premier League games 2020-2022
@kaggle.shubhamgadekar_english_premier_league20202022_dataset
About this Dataset
English Premier League(2020-2022) Dataset
Context
This dataset is a collection of basic but crucial stats of the English Premier League 2020-22 season. The dataset has all the Team Stats that played in the EPL and their standard stats such as Team, Refree, xG, xA, Opponent, Captain and more!
Content
- Date : Date listed is local to the match
- Time : Time listed is local to match Venue
- Comp : Type of competition the team is playing
- Round : Round or phase of competition
- Day : Day of Week
- Venue : Home Ground or Away
- Result : Win or Loss of the Team
- gf : Goals For
- ga : Goals Against
- Opponent : The opponent Team
- xg : Expected Goals
- xga : Expected Goals Allowed
- poss : Posession(Calculated as percentage of passed attempted)
- Attendance : Audience for the match
- Captain : Captain of the team
- Formation : Number of players in each row from defender to forwards
- Refree : Refree for the match
- Match report : Report of the match
- Notes : Notes for the match
- sh : Shots total
- sot : Shots on Target
- dist : Average distance (in yards)
- fk : Shots from free kicks
- pk : Penalty kicks made
- pkatt : Penalty kicks Attempted
- Season : Season year
Inspiration:
You can do many things with this dataset
- Machine Learning Algorithms can be used to predict the Winner of the match
- Which Team got the most penalty kicks
- Analysing the Team formations, And Many More......
The possibilities are endless, create a notebook and explore them!