2023-24 Season Summary In Charts

Substitutions, yellow & red cards, top scorers and partnerships, chart by chart

The 2023-24 season in charts. Substitutions, yellow cards and red cards are shown as heat maps: one row per club, 90 one-minute squares running left to right, shaded from white (no events) to the deepest colour (the most events in that minute), with the half-time mark as a vertical line at 45'. The season's top five scorers and most productive assist-scorer partnerships follow. Generated from the per-match event feed (goals, cards and substitutions) rather than the aggregate match results.

Substitutions by Team and Minute

Each row is a club · each square is one minute, shaded by how many subs were made

Brighton and Hove Albion made the most substitutions (176).

Yellow Cards by Team and Minute

Each row is a club · each square is one minute, shaded by how many yellows were shown

Chelsea picked up the most yellow cards (110).

Red Cards by Team and Minute

Straight reds and second yellows, by the minute they were shown

Burnley had the most red cards (8) whilst Luton Town had none at all.

Top 5 Scorers

2023-24 Golden Boot standings

Erling Haaland won the Golden Boot with 27 goals.

#	Player	Club	Goals
1	Erling Haaland	Manchester City	27
2	Cole Palmer	Chelsea	22
3	Alexander Isak	Newcastle United	21
4	Dominic Solanke	Bournemouth	19
5	Ollie Watkins	Aston Villa	19

Top 5 Partnerships

2023-24 most productive assist-scorer pairings

The best partnership was Ollie Watkins and Leon Bailey of Aston Villa (8 goals).

#	Player	Player	Club	Goals
1	Ollie Watkins	Leon Bailey	Aston Villa	8
2	Chris Wood	Anthony Elanga	Nottingham Forest	7
3	Cole Palmer	Nicolas Jackson	Chelsea	7
4	Mohamed Salah	Darwin Núñez	Liverpool	6
5	Son Heung-min	Brennan Johnson	Tottenham Hotspur	5