2017-18 Season Summary In Charts

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

The 2017-18 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

Everton and Southampton made the most substitutions (114).

Yellow Cards by Team and Minute

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

West Ham United picked up the most yellow cards (74).

Red Cards by Team and Minute

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

Leicester City had the most red cards (5) whilst Burnley and Crystal Palace had none at all.

Top 5 Scorers

2017-18 Golden Boot standings

Mohamed Salah won the Golden Boot with 32 goals.

#	Player	Club	Goals
1	Mohamed Salah	Liverpool	32
2	Harry Kane	Tottenham Hotspur	30
3	Sergio Agüero	Manchester City	21
4	Jamie Vardy	Leicester City	20
5	Raheem Sterling	Manchester City	18

Top 5 Partnerships

2017-18 most productive assist-scorer pairings

The best partnership was César Azpilicueta and Álvaro Morata of Chelsea (7 goals).

#	Player	Player	Club	Goals
1	César Azpilicueta	Álvaro Morata	Chelsea	7
2	Roberto Firmino	Mohamed Salah	Liverpool	7
3	Jamie Vardy	Riyad Mahrez	Leicester City	7
4	Sadio Mané	Mohamed Salah	Liverpool	7
5	Marko Arnautovic	Manuel Lanzini	West Ham United	6