Dataset NBA Players Statistics - Rostlab/DM_CS_WS_2016-17 GitHub Wiki
Dataset NBA Players Statistics
Proposer: Muhammad Triwindu Prasetya - @winduprasetya
Votes:
Summary
NBA Players Statistics dataset contains information about NBA players performance in the entire 2015/2016 Season (can be added to increase the dataset), for example: total points of each player, Field Goal attempt, Assists, Block, etc..
Prediction Goals
Create a prediction model by making classification of the highest total points, steal, block based on position of the player.
Create a prediction of who is the best player of the season, the best rookies of the season, etc.
Making a cluster based on player team.
Long Description
The dataset consist:
Total Field Goal succeed
Total Field Goal Attempt
Total Points
Etc.
The attributes are mainly the detailed of the player stats:
Age
Field Goal Attempt
Position
Total Points in the entire 2015/2016 Season
Etc.
Why is it interesting:
It is interesting to see in which category do the players good at, for example: is he good in 3 point shooting, steals, rebound, etc.
Link:
Link: http://www.basketball-reference.com/leagues/NBA_2016_totals.html