A mid-season visualisation of Calgary Flames goals by scorer and game-state

The Calgary Flames are having some kind of run in 2018-19. Not only are they second in the NHL standings, they're also second in terms of goals for. At 190 goals scored in 51 games played, they're scoring at a prolific rate of 3.73 goals per game. Historically, in any given hockey game, a team…

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Breaking down Canadian scoring in the NHL during 2017-18

Data visualization of goals and assists from Canadian NHL hockey players based on geographic birthplace

Every season, more and more players from different countries pack their bags and lace their skates to play in the NHL. What once was a sport that was heavily saturated with Canadians, is now a league filled with players from around the world. In 2017-18, Canadians made up 45.3% of the league; the third consecutive…