File size: 2,856 Bytes
c3be224 4eab652 943af5c 1e1f460 943af5c 1e1f460 943af5c 1e1f460 943af5c e137817 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 |
---
license: cc
---
## Dataset Overview
### Intro
This dataset was downloaded from the good folks at fivethirtyeight. You can find the original (or in the future, updated) versions of this and several similar datasets at [this GitHub link.](https://github.com/fivethirtyeight/data/tree/master/nba-raptor)
### Data layout
Here are the columns in this dataset, which contains data on every NBA player, broken out by season, since the 1976 NBA-ABA merger:
Column | Description
-------|---------------
`player_name` | Player name
`player_id` | Basketball-Reference.com player ID
`season` | Season
`season_type` | Regular season (RS) or playoff (PO)
`team` | Basketball-Reference ID of team
`poss` | Possessions played
`mp` | Minutes played
`raptor_box_offense` | Points above average per 100 possessions added by player on offense, based only on box score estimate
`raptor_box_defense` | Points above average per 100 possessions added by player on defense, based only on box score estimate
`raptor_box_total` | Points above average per 100 possessions added by player, based only on box score estimate
`raptor_onoff_offense` | Points above average per 100 possessions added by player on offense, based only on plus-minus data
`raptor_onoff_defense` | Points above average per 100 possessions added by player on defense, based only on plus-minus data
`raptor_onoff_total` | Points above average per 100 possessions added by player, based only on plus-minus data
`raptor_offense` | Points above average per 100 possessions added by player on offense, using both box and on-off components
`raptor_defense` | Points above average per 100 possessions added by player on defense, using both box and on-off components
`raptor_total` | Points above average per 100 possessions added by player on both offense and defense, using both box and on-off components
`war_total` | Wins Above Replacement between regular season and playoffs
`war_reg_season` | Wins Above Replacement for regular season
`war_playoffs` | Wins Above Replacement for playoffs
`predator_offense` | Predictive points above average per 100 possessions added by player on offense
`predator_defense` | Predictive points above average per 100 possessions added by player on defense
`predator_total` | Predictive points above average per 100 possessions added by player on both offense and defense
`pace_impact` | Player impact on team possessions per 48 minutes
### More information
This dataset was put together for Hugging Face by this guy: [Andrew Kroening](https://github.com/andrewkroening)
He was building some kind of a silly tool using this dataset. It's an NBA WAR Predictor tool, and you can find the Gradio interface [here.](https://huggingface.co/spaces/andrewkroening/nba-war-predictor) The GitHub repo can be found [here.](https://github.com/andrewkroening/nba-war-predictor-tool) |