An early build of a bespoke web app to plot and visualise football event data. The tool supplements match analysis across team, player and fixture levels.
This was an early version of a custom built recruitment app for a football club. This tool employs machine learning analysis to rank, profile and identify potential transfer targets and similar players across global leagues.
The total number of congested fixtures per season has been increasing across Europe's Big 5 leagues.
A a game is deemed congested if it is played within 4 days of the previous fixture.
In the 2012/13 season Oscar played 62 congested games.
Chelsea won the Europa League, Super Cup, Club World Cup and reached the semi-finals of both the League and FA Cups with several members of the squad having high congestion. Oscar also won the Confederations Cup with Brazil.
The total number of games per season for international players in Europe's Big 5 leagues has remained stable over the last 10 seasons.
The increased rate of hamstring injuries can't simply be attributed to more games.
Increasing match demands? More fixture congestion?
Data from players competing in Europe's top five leagues since 2012 shows U20 players miss more games than older players when they suffer a hamstring injury.
Hamstring injuries have been increasing over the last ten seasons for teams competing in Europe's Big 5 leagues.
Last season's total of 185 recorded injuries is an 80% increase on the total from the 2012/13 season (103).
Data from players involved in the Big 5 leagues since the 2018/19 season shows the time-loss impact of sustaining an injury is greater for young players.
On average, a 20 year old player will miss two more games when injured than a 30 year old professional.
Hamstring injuries have been the most common cause for absences across the Big 5 leagues, accounting for over 14% of all injuries.
This season, hamstring injuries have typically left players out for 26 days and missing 4 games.
Teams in the #Bundesliga have had the highest injury toll this season.
#SerieA #PremierLeague #Ligue1 #LaLiga
Viewing the data relative to the number of fixtures a team has played reveals Newcastle United have had the highest burden this season. #NUFC
Average pace of actions across @premierleague teams this season.
Brentford move the ball the quickest, with Liverpool, Chelsea and City also above average.
Everton, Palace and West Ham taking more time on the ball.
#PL #BrentfordFC #LFC #MCFC #CFC #EVE #CPFC #WHUFC
















