2016-17 Season Summary In Charts

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

The 2016-17 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

Chelsea 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

Watford picked up the most yellow cards (87).

Red Cards by Team and Minute

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

West Ham United had the most red cards (6) whilst 6 clubs had none at all.

Top 5 Scorers

2016-17 Golden Boot standings

Harry Kane won the Golden Boot with 29 goals.

#	Player	Club	Goals
1	Harry Kane	Tottenham Hotspur	29
2	Romelu Lukaku	Everton	25
3	Alexis Sánchez	Arsenal	24
4	Diego Costa	Chelsea	20
5	Sergio Agüero	Manchester City	20

Top 5 Partnerships

2016-17 most productive assist-scorer pairings

The best partnership was Alexis Sánchez and Mesut Özil of Arsenal (7 goals).

#	Player	Player	Club	Goals
1	Alexis Sánchez	Mesut Özil	Arsenal	7
2	Harry Kane	Christian Eriksen	Tottenham Hotspur	7
3	Fernando Llorente	Gylfi Sigurdsson	Swansea City	6
4	Harry Kane	Son Heung-min	Tottenham Hotspur	6
5	Roberto Firmino	Sadio Mané	Liverpool	6