NBA Player Dataset
Creators
- 1.
TU Wien
Description
Description
This dataset contains end-of-season box-score aggregates for NBA players over the 2012–13 through 2023–24 seasons, split into training and test sets for both regular season and playoffs. Each CSV has one row per player per season with columns for points, rebounds, steals, turnovers, 3-pt attempts, FG attempts, plus identifiers.
File Details
Notebook
Analysis.ipynb: Involves the graphica output of the trained and tested data.
Trained/ Test csv Data
| Name | Description | PID |
| regular_train.csv | For training purposes, the seasons 2012-2013 through 2021-2022 were selected as training purpose | 4421e56c-4cd3-4ec1-a566-a89d7ec0bced |
| regular_test.csv: | For testing purpose of the regular season, the 2022-2023 season was selected | f9d84d5e-db01-4475-b7d1-80cfe9fe0e61 |
| playoff_train.csv | For training purposes of the playoff season, the seasons 2012-2013 through 2022-2023 were selected | bcb3cf2b-27df-48cc-8b76-9e49254783d0 |
| playoff_test.csv | For testing purpose of the playoff season, 2023-2024 season was selected | de37d568-e97f-4cb9-bc05-2e600cc97102 |
Additional Notes
Raw csv files are taken from Kaggle (Source: https://www.kaggle.com/datasets/shivamkumar121215/nba-stats-dataset-for-last-10-years/data)
Plots have also been uploaded as an output for visual purposes.
A more detailed version can be found on github (Link: https://github.com/bubaltali/nba-prediction-analysis/)
Files
Analysis.ipynb
Files (3.7 MiB)
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|---|---|---|
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| md5:767ef221f44ae1ef209aa97a7c8c5931 | 1.0 MiB | Download |
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| md5:e6e56f93704aee7f83cdffa5d7e9ffce | 103.6 KiB | Preview Download |
| md5:7fd008027a2810234555ac423dda0d4b | 144.0 KiB | Preview Download |
| md5:2a96b6fe280ae7ed63d310dd7c2c1abd | 411.7 KiB | Preview Download |
| md5:fd6901eedc5a5f03699f5631dbf46dc9 | 1.1 MiB | Preview Download |
