| layout | title | subtitle |
|---|---|---|
page |
Visualizations |
Collection of all my data visualizations |
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.
Created in Jupyter Notebooks
Basic Shot Map with matplotlib
xG Trendline using StatsBomb/FBref data
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)
