R Plots
All plots created in Rstudio using ggplot2.
Waffle plot on how Premier League teams conceded goals in the 2021/22 season.
Polar shot map of Messi’s career shots.
Diamond scatterplot of EPV in the 2003/04 PL season.
Squad composition of Manchester United before the 2022/23 season.
Timeline flow chart of Liverpool vs. Manchester United in the 2021/22 season.
Comet Chart showing the difference in npxG of teams in two seasons.
Using k-means algorithm to cluster progressive passes from the StatsBomb open dataset. All calculations and model implemented in R as well.
Passflow map of Borussia Dortmund 2020/21 [Made using ggshakeR]
Pass Network of FC Barcelona in a La Liga Match. (Designed function for use in the ggshakeR package)
Pizza plots (single player and comparison type) of specific player’s using StatsBomb/FBref data. (Designed function for use in the ggshakeR package)
Pass Sonar’s of specific player’s using event data [2020/21, Dortmund, Bundesliga]
Player finishing dashboard of Edinson Cavani.
Cumulative transfer spendings of Premier League clubs from 1992-2021
Bumpy chart of the 2021/22 PL season.
Dumbbell chart showing the performance on xGD in the Premier League 2021/22.
xG Trendline of Lyon over the past 4 seasons.
Line chart showing the trend of Man Utd’s SPI over the years of 2016-2020.
Vizualizing how finishing varies over time with Danny Ings as an example.
Python Plots
Created in Jupyter Notebooks
Basic Shot Map with matplotlib
xG Trendline using StatsBomb/FBref data
Tableau Plots
Data visualizations created using Tableau Public.
xG accumulation of team’s in given time periods.
Upset plot showing the top shot combinations between Manchester United’s attackers for the 2020/21 season.
Bump chart showing the matchweek-by-matchweek position of the traditional “big 6” clubs of the Premier League in the 2020/21 season.
Waffle plot with the top 5 midfielders in terms of SCA generated in the big 5 European leagues during the 2020/21 season.
Dumbbel chart showing the home-away form of Premier League clubs in the 2020/21 season.
Involvement and creativity of midfielders in the top 5 leagues (2020/21).
Shot-heat-Maps of specific players (2020/21)
Visualizing ambidexterity in players through passes attempted by foot (2020/21)
Involvement of Paul Pogba in his teams play over the past 7 years.
Involvement and creativity of forwards in the top 5 leagues (2020/21)
Shot-heat-maps of Cristiano Ronaldo’s open-play shots over the years.
Mason Greenwood’s career shots taken, didvided by season and type of shot.
Jadon Sancho dashboard (2020/21)
Manchester United shot map (2020/21)
