Football Analytics:
Pass Networks
A pass network is a great way to see players' average position in a game. Furthermore, it also explains the frequency of passes between 2 players.
Football Analytics:
Football Analytics:
Shots Data
This graph plots all the shots taken in that particular game by both sides. The change in size and colour differentiates the type of shot.
Football Analytics:
La Liga Moving Averages
A line graph is possibly the best way to depict moving averages over the course of a season. This is a comparison of Expected Goals against Expected Goals against.
Football Analytics:
Radar Plots
Plotting the top scoreres of the Premier League's "Big 6" sides. They are judged on the same metrics to maintain uniformity.
ELO Rating Method:
Introducing ELO to football
An ELO Rating is the best way to rate two teams or players with respect to each other. It is widely used in chess but why stop there? Despite not being a zero-sum game per se, individual footballers in similar positions can still be compared with each other.
Football Analytics:
Player Shot Data
This is good way to visualize a player's shot data. The size of the circle represents xG and colour shows the type of shot. It is useful to ajudge a player's shot selection through this.
Football Analytics:
Pass Networks Dashboard
Manchester United ended the Premier League season with an unbeaten away record. This was their average shape and pass frequency.