BAwiR (version 1.3.4)

get_bubble_plot: Basketball bubble plot

Description

This plot is a representation of the percentiles of all statistics for a particular player. The figure shows four cells. The first box contains the percentiles between 0 and 24. The second, between 25 and 49. The third, between 50 and 74 and the fourth, between 75 and 100. The percentiles are computed with the function percentilsArchetypoid. Boxes of the same percentile category are in the same color in the interests of easy understanding.

This type of visualization allows the user to analyze each player in a very simple way, since a general idea of those aspects of the game in which the player excels can be obtained.

Usage

get_bubble_plot(df_stats, player, descr_stats, size_text, size_text_x, size_legend)

Value

Graphical device.

Arguments

df_stats

Data frame with the statistics.

player

Player.

descr_stats

Description of the statistics for the legend.

size_text

Text size inside each box.

size_text_x

Stats labels size.

size_legend

Legend size.

Author

This function has been created using the code from this website: https://www.r-bloggers.com/2017/01/visualizing-the-best/.

Details

In the example shown below, it can be seen that Alberto Abalde has a percentile of x in free throws percentage. This means that the x percent of league players has a fewer percentage than him, while there is a (100-x) percent who has a bigger percentage.

See Also

percentilsArchetypoid

Examples

if (FALSE) {
compet <- "ACB"
df <- do_join_games_bio(compet, acb_games_1718, acb_players_1718)
df1 <- do_add_adv_stats(df)
df2 <- do_stats(df1, "Total", "2017-2018", compet, "Regular Season")
# When choosing a subset of stats, follow the order in which they appear
# in the data frame.
stats <- c("GP", "MP", "PTS", "FGA", "FGPerc", "ThreePA", "ThreePPerc", 
           "FTA", "FTPerc", "TRB", "ORB", "AST", "STL", "TOV")
df2_1 <- df2[, c(1:5, which(colnames(df2) %in% stats), 46:49)]
descr_stats <- c("Games played", "Minutes played", "Points", 
                "Field goals attempted", "Field goals percentage", 
                "3-point field goals attempted", "3-point percentage", 
                "FTA: Free throws attempted", "Free throws percentage", 
                "Total rebounds", "Offensive rebounds", 
                "Assists", "Steals", "Turnovers")
get_bubble_plot(df2_1, "Abalde, Alberto", descr_stats, 6, 10, 12)
}