A good amount of data cleaning has also been done on the data. The data has been collected from several sources including the NHL and ESPN. Each shot also has model scores for its probability of being a goal (xGoals) as well as other models such as for the chance there will be a rebound after the shot, the probability the shot will miss the net, and whether the goalie will freeze the puck after the shot. There are 124 attributes for each shot, including everything from the player and goalie involved in the shot to angles, distances, what happened before the shot, and how long players had been on the ice when the shot was taken. Blocked shots are not included in these datasets. Saved shots on goal, missed shots, and goals are included. Data for the 2022-2023 season will also be available and updated nightly on this page. List of all NHL players from 2007 onwards with birthdate, height, etcĪll historical shot data is available to download. Data summarized by each of the player's season is also downloadable:

You can also download all game level data for all teams for all seasons in one file here.Īny player's game by game career data can be downloaded by searching for their name below. The data includes all regular season games for each team going back to the 2008-2009 season Game level data for each team is available below by clicking on the logo of your team of choice below.

Note, if you want playoff data for the given season, just replace 'regular' in the URL of the link with 'playoffs'. A data dictionary which explains all of the columns in the datasets can be downloaded here.ĭata is available summarized on the season level and on a game by game level going back to 2008-2009.

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