PbPmanipulation: Adapts the standard file supplied by BigDataBall to the...

In sndmrc/BasketAnalyzeR: Analysis and Visualization of Basketball Data

Adapts the standard file supplied by BigDataBall to the format required by BasketballAnalyzeR

Description

Adapts the standard file supplied by BigDataBall to the format required by BasketballAnalyzeR

Usage

PbPmanipulation(data, period.length = 12, overtime.length = 5)

Arguments

data	a play-by-play data frame supplied by BigDataBall.
period.length	numeric, the length of a quarter in minutes (default: 12 minutes as in NBA)
overtime.length	numeric, the length of an overtime period in minutes (default: 5 minutes as in NBA)

Value

A play-by-play data frame.

The data frame generated by PbPmanipulation has the same variables of PbP.BDB (when necessary, coerced from one data type to another, e.g from factor to numeric) plus the following five additional variables:

• periodTime, time played in the quarter (in seconds)

• totalTime, time played in the match (in seconds)

• playlength, time since the immediately preceding event (in seconds)

• ShotType, type of shot (FT, 2P, 3P)

• oppTeam, name of the opponent team

• hometeam, name of the home team (generated conditionally on the presence of the variable home_score)

Author(s)

Marco Sandri, Paola Zuccolotto, Marica Manisera ([e-mail])

References

P. Zuccolotto and M. Manisera (2020) Basketball Data Science: With Applications in R. CRC Press.

See Also

PbP.BDB

Examples

PbP <- PbPmanipulation(PbP.BDB)

sndmrc/BasketAnalyzeR documentation built on June 6, 2023, 12:52 a.m.