Rink maps
Scrape play-by-play data and plot shot maps with chickenstats and hockey-rink
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Simulating today’s hockey games
Run monte carlo simulations using the expected goals model to predict the winners of today’s games
4Nations Face Off
Analyze forward line performance at the 4Nations Face off
Goals saved above expected
Scrape play-by-play data and analyze goalies’ goals saved above expected
Lollipop chart
Scrape play-by-play data and plot shot events as a lollipop chart, with the length of the stem indicating xG values
Network charts
Scrape play-by-play data and analyze line combinations with network graphs