ABCDEFGHIJKLMNOPQRSTUVWXYZAA
1
SubjectTypeDescriptionLinkSport (if applicable)
2
R YouTube tutorialData vizBasketball shot chart video tutorial w/ codehttps://youtu.be/Af7g95-g4y8Basketball
3
R YouTube tutorialData vizBasketball and soccer heatmapps video tutorial w/ codehttps://youtu.be/rBBVSmFJqyEBasketballSoccer (football)
4
R YouTube tutorialData viz & scrapingWeb scraping (rvest) & scatter plot video tutorial w/ codehttps://youtu.be/W9BOBFWAdxcBasketballSoccer (football)
5
R YouTube tutorialData vizNBA & soccer polar/pizza plot tutorial w/ codehttps://www.youtube.com/watch?v=56mA8j33LbQ&list=PL10a1_q15Hwr4H5dCXQD3htK5VGfwjrgq&index=4BasketballSoccer (football)
6
R YouTube tutorialData vizHow to manually create and plot event sports data w/ codehttps://www.youtube.com/watch?v=vrVwofFpsV0&list=PL10a1_q15Hwr4H5dCXQD3htK5VGfwjrgq&index=5BasketballSoccer (football)
7
R YouTube tutorialData vizHow to create a soccer shotmap in Rhttps://www.youtube.com/watch?v=Cn4Vt5DVWYw&t=447sSoccer (football)
8
9
NBA R tutorialsComprehensiveTutorials on various basketball related topicshttps://github.com/anpatton/basic-nba-tutorialsBasketball
10
FCrStatsComprehensiveFC RSTAT's github repo w/ awesome a variety of tutorials https://github.com/FCrSTATSSoccer (football)
11
Statsbomb R tutorialComprehensiveStatsbomb's tutorial to accessing and using their datahttp://statsbomb.com/wp-content/uploads/2019/12/Using-StatsBomb-Data-In-R.pdfSoccer (football)
12
worldfootballR tutorialComprehensiveExtract football (soccer) data in R with zero experience
https://medium.com/analytics-vidhya/extract-football-soccer-data-in-r-with-zero-r-experience-bee36287ad37
Soccer (football)
13
R for NFL tutorialsComprehensiveVarious approaches on how R could be used to explore NFL datahttps://statsbylopez.netlify.app/post/r-for-nfl-analysis/NFL
14
R w/ BaseballlComprehensiveIntroduction to R and RStudio using baseball stats
https://statsbylopez.files.wordpress.com/2016/01/lab1.pdf
MLB
15
16
tidyverseData manipulationTidyverse tutorial w/ example & cheatsheethttps://dplyr.tidyverse.org/
17
JSON data Data manipulationParsing JSON data with jsonlite and purrrhttps://themockup.blog/posts/2020-05-22-parsing-json-in-r-with-jsonlite/
18
19
ggplot2Data vizWalkthrough ggplot2 tutorial w/ code exampleshttp://zevross.com/blog/2014/08/04/beautiful-plotting-in-r-a-ggplot2-cheatsheet-3/#changing-the-plot-margin
20
ggplot2Data vizGithub repository for pretty much all ggplot packages known to manhttps://github.com/erikgahner/awesome-ggplot2
21
ggplot2Data vizFull breakdown on customizing plots with "theme"https://ggplot2.tidyverse.org/reference/theme.html
22
ggplot2Data vizCustomizing graphs tutorials (Ch. 10)https://rkabacoff.github.io/datavis/Customizing.html#points-lines
23
ggplot2Data vizCustomizing backgrounds & grids using "theme"https://www.datanovia.com/en/blog/ggplot-theme-background-color-and-grids/
24
R graph collectionData vizReproducible tutorials focused on tidyverse and ggplot2 (BIG)https://www.r-graph-gallery.com/index.html
25
plot tutorialsData vizLinks to tutorials on charts in dozens of languages/softwareshttps://chartmaker.visualisingdata.com/
26
gt tablesData vizThomas Mock's blog tutoral for creating gt tableshttps://themockup.blog/posts/2020-05-16-gt-a-grammer-of-tables/
27
data vizData vizBook that covers complete process of data visualizationhttps://rkabacoff.github.io/datavis/index.html
28
radar plotsData vizFocuses on soccer data but can be applied to anythinghttp://www.fcrstats.com/radars.htmlSoccer (football)
29
heatmap tutorialData vizThomas Mock's blog tutoral for creating heatmapshttps://themockup.blog/posts/2020-08-28-heatmaps-in-ggplot2/
30
shot chartsData vizTutorial on creating a variety of shot charts https://thedatagame.com.au/2015/09/27/how-to-create-nba-shot-charts-in-r/Basketball
31
polar/pizza chartsData vizTutorial for percentile polar/pizza charts w/ codehttps://www.gettingbluefingers.com/tutorials/RadarPizzaChartSoccer (football)
32
ggshakeR tutorialsData vizSeveral guides to plotting soccer data with gghsakeR packagehttps://abhiamishra.github.io/ggshakeR/articles/index.htmlSoccer (football)
33
NBA shot chartsData vizYouTube tutorial to create NBA shot charts w/ codehttps://www.youtube.com/watch?v=ZQ8fqSnvWccBasketball
34
Soccer data vizData vizGitHub repo with code to tutorials in data viz and modeling https://github.com/Dato-FutbolSoccer (football)
35
36
scraping basketball-referenceScrapingWalkthrough to scrape basketball reference tableshttps://statisticaloddsandends.wordpress.com/2018/12/11/scraping-nba-game-data-from-basketball-reference-com/Basketball
37
scraping basketball-referenceScrapingWalkthrough to scrape basketball reference tableshttps://statisticaloddsandends.wordpress.com/2018/12/11/scraping-nba-game-data-from-basketball-reference-com/Basketball
38
rvest web scrapingScrapingYouTube tutorial on web scraping with rvesthttps://www.youtube.com/watch?v=z8yT3E4pz54&feature=youtu.be
39
rvest web scrapingScrapingBlog post showcasing scraping through rvesthttps://www.scrapingdog.com/blog/web-scraping-r
40
41
shiny appsShiny AppsExtensive tutorial with 7 lessons full of examples & codehttps://shiny.rstudio.com/tutorial/written-tutorial/lesson2/
42
shiny lessons w/ videosShiny AppsTutorials & guider introduction for new shiny usershttps://shiny.rstudio.com/tutorial/
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100