Animate goals, Visualize stats, Video analyses, etc. from the World Cup, Premier League, Copa America, and beyond. (Using ggplot2, ggsoccer, and more)
Ryo Nakagawara | Twitter: @R_by_Ryo
I haven't updated this repository in a while... Nowadays you can find me on my Substack, Shogun Soccer: Analyzing the J.League from a tactical, data, and fan perspective!
All the data viz are created with R!
- Analyzing Trent Alexander-Arnold <> Andy Robertson cross-field passes: 1, 2, 3, 4
- FC Tokyo's 2nd goal vs. Shimizu S-Pulse (great example of a counterattack): 1, 2, 3, 4
- FC Tokyo vs. Kashima Antlers (Aug. 26, 2020): General match notes, Tactical breakdown of first conceded goal, Tactical breakdown of second conceded goal
- FC Tokyo vs. Nagoya Grampus (Aug. 15, 2020): General match notes
- FC Tokyo vs. Shonan Bellmare (Aug. 23, 2020): General match notes
- FC Tokyo vs. Gamba Osaka (Aug. 30, 2020): General match notes
- Request thread (Feb. 28, 2020): LFC, Juventus, Barcelona, Arsenal, BVB, & many more requested & done
- Code for grabbing the data from transfermarkt (see 'Intro to {polite} Web Scraping of Soccer Data with R!' blog post above for details)
- Visualizing the Premier League So Far, Part 1: Overview with xPts Tables and xG Plots
- Visualizing the Premier League So Far, Part 2: Stats from Open Play and Set Pieces
- Pass Partner Plots
- Much more coming soon!
- Part 1: Recreating the Goals of the World Cup!
- Part 2: Final Matchday Drama of the World Cup Group Stages!
- Part 3: Animating the Goals of the World Cup!
- Progressive Passers - Bundesliga: Gist
- World Cup Goal Plots (static):
World Cup/RMarkdown/worldcup_goal_plots.rmd - Animated World Cup Goals: Most up-to-date is in the blog post
- Group Table Final Matchday:
World Cup/RMarkdown/group_table_final_matchday.rmd - Animated Japan Uniforms:
World Cup/RMarkdown/historical_kits.rmd - Liverpool FC Age-Utility Matrix: Gist
- Jürgen Klopp's Managerial History with Elo Ratings: Gist
- J.League: 各チームの平均推定市場価格 vs. 平均年齢: Gist
- Asian Cup Top Scorers: Gist
- Asian Cup Winners: Gist
- J.League 2018 得点貢献度: Gist
- Goal-Contribution Matrix (Premier League 2018-2019 Season): Gist
- Player-Minutes Gantt Chart (Liverpool FC: 2010-2011 comparing Roy Hodgson vs. Kenny Dalglish): Gist
