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