| PbP.BDB {BasketballAnalyzeR} | R Documentation |
Play-by-play dataset - NBA 2017-2018
Description
In this play-by-play data frame (NBA 2017-2018 Championship), the cases (rows) are the events occurred during the analyzed games and the variables (columns) are descriptions of the events in terms of type, time, players involved, score, area of the court.
Usage
PbP.BDB
Format
A data.frame with 37430 rows and 48 variables:
- game_id
Identification code for the game
- data_set
Season: years and type (Regular or Playoffs)
- date
Date of the game
- a1 ... a5; h1 ... h5
Five players on the court (away team; home team)
- period
Quarter (>= 5: over-time)
- away_score; home_score
Score of the away/home team
- remaining_time
Time left in the quarter (h:mm:ss)
- elapsed
Time played in the quarter (h:mm:ss)
- play_length
Time since the immediately preceding event (h:mm:ss)
- play_id
Identification code for the play
- team
Team responsible for the event
- event_type
Type of event
- assist
Player who made the assist
- away; home
Players for the jump ball
- block
Player who blocked the shot
- entered; left
Player who entered/left the court
- num
Sequence number of the free throw
- opponent
Player who made the foul
- outof
Number of free throws accorded
- player
Player responsible for the event
- points
Scored points
- possession
Player who the jump ball is tipped to
- reason
Reason of the turnover
- result
Result of the shot (made or missed)
- steal
Player who stole the ball
- type
Type of play
- shot_distance
Field shots: distance from the basket
- original_x ; original_y; converted_x ; converted_y
Coordinates of the shooting player.
original: tracking coordinate system half court, (0,0) center of the basket;converted: coordinates in feet full court, (0,0) bottom-left corner- description
Textual description of the event
Author(s)
Marco Sandri, Paola Zuccolotto, Marica Manisera (basketballanalyzer.help@unibs.it)
Source
https://github.com/sndmrc/BasketballAnalyzeR
References
P. Zuccolotto and M. Manisera (2020) Basketball Data Science: With Applications in R. CRC Press.