setup_all <- function(sc){
swing_situations <- c("hit_into_play",
"foul", "swinging_strike",
"swinging_strike_blocked",
"missed_bunt",
"hit_into_play_no_out", "foul_bunt",
"foul_tip",
"hit_into_play_score")
sc %>%
mutate(Swing = ifelse(description %in%
swing_situations, 1, 0),
Count = paste(balls, strikes, sep="-"),
Pitch_Type =
ifelse(pitch_type %in%
c("FC", "FF", "FS", "FT", "SI"),
"Fastball",
ifelse(pitch_type %in%
c("CH", "CU", "KC", "SL"),
"Offspeed", "Other")),
Count_Type = ifelse(Count %in%
c("2-0", "3-1", "3-0"), "Ahead",
ifelse(Count %in%
c("0-1", "0-2", "1-2", "2-2"),
"Behind", "Neutral")))
}
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