GVM
Registered User
- Apr 9, 2017
- 10
- 28
My competitive playing days are long gone, but I remember thinking that the odd time I'd face a right handed goalie.... as a lefty I saw more net, and had a better chance of scoring when shooting.
Was reminded of this last week, when I suited up for the first time in more than 10 years to play with friends from high school. The opposing goaltender was a right side mitt. Goalies tend to cheat stick side, and I was seeing net from both wings as well as center. Never having to shoot across my body.
At the NHL level, great majority of goalies are left hand mitt. Always thought that it was easier to score for a right hand shot. Not sure if I have proven anything, but here are the numbers
Data was gathered from the following link:
http://www.nhl.com/stats/rest/skaters?isAggregate=true&reportType=basic&isGame=false&reportName=skatersummary&sort=[{%22property%22:%22points%22,%22direction%22:%22DESC%22},{%22property%22:%22goals%22,%22direction%22:%22DESC%22},{%22property%22:%22assists%22,%22direction%22:%22DESC%22}]&cayenneExp=gameTypeId=2%20and%20seasonId%3E=19171918%20and%20seasonId%3C=20182019
Summed results list of all NHL players since 1918.
Resulting JSON was imported into a .csv file, and I used Pandas to mess with the data.
Was unable to publish the notebook on this forum, have to copy and paste from it.
Initial shape of data: 7034 rows
Players in list with 0 goals: 1532
New shape of data: 5502 rows
Goals scored in NHL since 1918 : 340333
Goals scored by positions since 1918: C: 111040 D: 47877 L: 86185 R: 95231
Player not listed as right of left shot : 70
Goals scored by above mentioned players : 3514
Percentage of total NHL goals scored by above player : 1.03%
Bunch of stuff I could do with these players... I chose to drop them from the list as impact is minimal for what I'm trying to achieve.
New shape of data: 5432 rows
Goals scored in NHL since 1918 with the above 70 players removed: 336819
Percentage of left and right hand shots with at least one goal since 1918: L: 62.8 % R: 37.2 %
Sum of goals scored by left and right shot since 1918: L: 207731 R: 129088
Percentage of goals scored by left and right shot with at least one goal since 1918: L: 61.67% R: 38.33%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of left and right shots for players with 200 and more goals: L 60.71% R 39.29%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
Repeating the process but with players that have score at least 400 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
New shape of data: 97 rows
Sum of goals scored by left and right shot for players with 400 and more goals : L: 28882 R: 20982
Percentage of left and right shots for players with 400 and more goals : L: 59.8% R: 40.2%
Repeating the process but with players that have score at least 400 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
New shape of data: 97 rows
Repeating the process but with players that have score at least 500 goals.
New shape of data: 45 rows
Sum of goals scored by left and right shot for players with 500 and more goals : L: 14093 R: 13088
Percentage of left and right shots for players with 500 and more goals : L: 51.8% R: 48.2%
It seams as if when player reaches a certain level of ability, he is better off shooting from the right.
Was reminded of this last week, when I suited up for the first time in more than 10 years to play with friends from high school. The opposing goaltender was a right side mitt. Goalies tend to cheat stick side, and I was seeing net from both wings as well as center. Never having to shoot across my body.
At the NHL level, great majority of goalies are left hand mitt. Always thought that it was easier to score for a right hand shot. Not sure if I have proven anything, but here are the numbers
Data was gathered from the following link:
http://www.nhl.com/stats/rest/skaters?isAggregate=true&reportType=basic&isGame=false&reportName=skatersummary&sort=[{%22property%22:%22points%22,%22direction%22:%22DESC%22},{%22property%22:%22goals%22,%22direction%22:%22DESC%22},{%22property%22:%22assists%22,%22direction%22:%22DESC%22}]&cayenneExp=gameTypeId=2%20and%20seasonId%3E=19171918%20and%20seasonId%3C=20182019
Summed results list of all NHL players since 1918.
Resulting JSON was imported into a .csv file, and I used Pandas to mess with the data.
Was unable to publish the notebook on this forum, have to copy and paste from it.
Initial shape of data: 7034 rows
Players in list with 0 goals: 1532
New shape of data: 5502 rows
Goals scored in NHL since 1918 : 340333
Goals scored by positions since 1918: C: 111040 D: 47877 L: 86185 R: 95231
Player not listed as right of left shot : 70
Goals scored by above mentioned players : 3514
Percentage of total NHL goals scored by above player : 1.03%
Bunch of stuff I could do with these players... I chose to drop them from the list as impact is minimal for what I'm trying to achieve.
New shape of data: 5432 rows
Goals scored in NHL since 1918 with the above 70 players removed: 336819
Percentage of left and right hand shots with at least one goal since 1918: L: 62.8 % R: 37.2 %
Sum of goals scored by left and right shot since 1918: L: 207731 R: 129088
Percentage of goals scored by left and right shot with at least one goal since 1918: L: 61.67% R: 38.33%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of left and right shots for players with 200 and more goals: L 60.71% R 39.29%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
Repeating the process but with players that have score at least 200 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
Repeating the process but with players that have score at least 400 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
New shape of data: 97 rows
Sum of goals scored by left and right shot for players with 400 and more goals : L: 28882 R: 20982
Percentage of left and right shots for players with 400 and more goals : L: 59.8% R: 40.2%
Repeating the process but with players that have score at least 400 goals.
New shape of data: 467 rows
Sum of goals scored by left and right shot for players with 200 and more goals : L: 91122 R: 58960
Percentage of goals scored by left and right shot for 200 and more goals : L 60.71% R 39.29%
New shape of data: 97 rows
Repeating the process but with players that have score at least 500 goals.
New shape of data: 45 rows
Sum of goals scored by left and right shot for players with 500 and more goals : L: 14093 R: 13088
Percentage of left and right shots for players with 500 and more goals : L: 51.8% R: 48.2%
It seams as if when player reaches a certain level of ability, he is better off shooting from the right.