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playtime_heatmap.R
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playtime_heatmap.R
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devtools::install_github("rintaromasuda/bleaguer")
library(bleaguer)
if (!require(dplyr)) {
install.packages("dplyr")
library(dplyr)
}
if (!require(ggplot2)) {
install.packages("ggplot2")
library(ggplot2)
}
if (!require(gridExtra)) {
install.packages("gridExtra")
library(gridExtra)
}
plotAllTeams <- function(season = "2018-19", league = "B1") {
divisions <- c("東地区", "中地区", "西地区")
for (division in divisions) {
df <- GetGameSummary()
df <- subset(df, Season == season)
df <- merge(df, b.games.boxscore, by = c("ScheduleKey", "TeamId"))
df <- merge(df, b.teams[, c("Season", "TeamId", "NameLong")], by = c("Season", "TeamId"))
df$MIN <- ifelse(df$MIN > 40, 40, df$MIN)
ggplot() +
geom_tile(data = subset(df, League == league & TeamDivision == division),
aes(x = Game.Index,
y = reorder(Player, as.integer(Position)),
fill = MIN)) +
ylab("") +
xlab("") +
scale_fill_continuous(high = "blue", low = "white", guide = FALSE) +
scale_x_continuous(breaks = seq(5, 31, by = 5)) +
theme(plot.background = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank(),
panel.background = element_blank(),
axis.line = element_blank(),
axis.ticks = element_blank(),
axis.text.y = element_text(hjust = 1, size = 8),
axis.text.x = element_text(size = 8),
strip.text = element_text(face = "bold"),
strip.background = element_rect(fill = "white", colour = "white")
) +
facet_wrap(~NameLong, ncol = 3, scales = "free")
filename <- paste(paste(season, league, division, sep = "_"), ".jpeg", sep = "")
ggsave(filename, width = 8, height = 5)
}
}
plotAllTeams()
plotOneTeam <- function(teamName, season = "2018-19") {
df <- GetGameSummary()
df <- subset(df, Season == season)
df <- merge(df, b.games.boxscore, by = c("ScheduleKey", "TeamId"))
df <- merge(df, b.teams[, c("Season", "TeamId", "NameLong")], by = c("Season", "TeamId"))
df$MIN <- ifelse(df$MIN > 40, 40, df$MIN)
ggplot() +
geom_tile(data = subset(df, TeamName == teamName),
aes(x = Game.Index,
y = reorder(Player, as.integer(Position)),
fill = MIN)) +
ylab("") +
xlab("") +
scale_fill_continuous(high = "blue", low = "white") +
scale_x_continuous(breaks = seq(5, 60, by = 5)) +
theme(plot.background = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank(),
panel.background = element_blank(),
axis.line = element_blank(),
axis.ticks = element_blank(),
axis.text.y = element_text(hjust = 1, size = 8),
axis.text.x = element_text(size = 8),
strip.text = element_text(face = "bold"),
strip.background = element_rect(fill = "white", colour = "white")
)
filename <- paste(paste(season, teamName, sep = "_"), ".jpeg", sep = "")
ggsave(filename, width = 8, height = 5)
}
plotOneTeam("三遠")