R/time-together-gamesummary.R
In war-on-ice/warbase: Functions necessary for the operation of war-on-ice.com
##################################################################################
##
## Pieces needed for wowy-like stats.
## get time on ice.
## playerblock: a1:a6 or h1:h6 from playbyplay
## event.length, from playbyplay
get.TOI <- function (playerblock, event.length) {
plbl <- unlist(playerblock)
v1 <- tapply(rep(event.length, length(plbl)/length(event.length)), c(plbl), sum)
return(sort(v1[names(v1) != 1]))
}
## Positions for the shift blocks.
make.shift.pieces <- function (playbyplay, rosters=roster.unique) {
## playbyplay=retrieve.game("20132014","20009")$playbyplay
playbyplay <- filter (playbyplay, etype != "GOFF")
home.pl <- c("h1","h2","h3","h4","h5","h6")
away.pl <- c("a1","a2","a3","a4","a5","a6")
home.players <- unique(unlist(playbyplay[,home.pl])); home.players <- sort(home.players[home.players != "xxxxxxxNA"])
away.players <- unique(unlist(playbyplay[,away.pl])); away.players <- away.players[away.players != "xxxxxxxNA"]
home.out <- matrix (0, ncol=length(home.players), nrow=nrow(playbyplay))
for (kk in 1:nrow(home.out)) home.out[kk, match(unlist(playbyplay[kk, home.pl]),
home.players)] <- 1
colnames(home.out) <- rosters$firstlast[match(home.players, rosters$woi.id)]
rownames(home.out) <- playbyplay$seconds
pos.home <- rosters$pos[match(home.players, rosters$woi.id)]
toi.home <- get.TOI(playbyplay[,home.pl], playbyplay$event.length)
toi.home <- toi.home[match(as.character(home.players), names(toi.home))]
## print(toi)
home.out <- home.out[,rev(order(1*!grepl("D", pos.home), toi.home))]
away.out <- matrix (0, ncol=length(away.players), nrow=nrow(playbyplay))
for (kk in 1:nrow(away.out)) away.out[kk, match(unlist(playbyplay[kk, away.pl]),
away.players)] <- 1
colnames(away.out) <- rosters$firstlast[match(away.players, rosters$woi.id)]
rownames(away.out) <- playbyplay$seconds
pos.away <- rosters$pos[match(away.players, rosters$woi.id)]
toi.away <- get.TOI(playbyplay[,away.pl], playbyplay$event.length)
toi.away <- toi.away[match(as.character(away.players), names(toi.away))]
away.out <- away.out[,rev(order(1*!grepl("D", pos.away), toi.away))]
out <- list(away.out=away.out,
home.out=home.out)
return(out)
}
make.shift.pieces.new <- function (playbyplay, rosters=roster.unique) {
## playbyplay=retrieve.game("20132014","20009")$playbyplay
playbyplay <- filter (playbyplay, etype != "GOFF")
home.pl <- c("h1","h2","h3","h4","h5","h6")
#away.pl <- c("a1","a2","a3","a4","a5","a6")
home.players <- unique(unlist(playbyplay[,home.pl]));
home.players <- sort(home.players[home.players != "xxxxxxxNA"])
#away.players <- unique(unlist(playbyplay[,away.pl])); away.players <- away.players[away.players != "xxxxxxxNA"]
#home.out <- matrix (0, ncol=length(home.players), nrow=nrow(playbyplay))
for (kk in 1:nrow(home.out))
home.out[kk, match(unlist(playbyplay[kk, home.pl]), home.players)] <- 1
colnames(home.out) <- c("Player", "Shift", "ShiftStart", "ShiftEnd", "Team")
#pos.home <- rosters$pos[match(home.players, rosters$woi.id)]
#toi.home <- get.TOI(playbyplay[,home.pl], playbyplay$event.length)
#toi.home <- toi.home[match(as.character(home.players), names(toi.home))]
## print(toi)
#home.out <- home.out[,rev(order(1*!grepl("D", pos.home), toi.home))]
# away.out <- matrix (0, ncol=length(away.players), nrow=nrow(playbyplay))
# for (kk in 1:nrow(away.out)) away.out[kk, match(unlist(playbyplay[kk, away.pl]),
# away.players)] <- 1
#
# colnames(away.out) <- rosters$firstlast[match(away.players, rosters$woi.id)]
# rownames(away.out) <- playbyplay$seconds
#
# pos.away <- rosters$pos[match(away.players, rosters$woi.id)]
# toi.away <- get.TOI(playbyplay[,away.pl], playbyplay$event.length)
# toi.away <- toi.away[match(as.character(away.players), names(toi.away))]
#
# away.out <- away.out[,rev(order(1*!grepl("D", pos.away), toi.away))]
#
# out <- list(away.out=away.out,
# home.out=home.out)
return(home.out)
}
## output: n-by-5 edge list from play by play:
## player 1, player 2, time, events for, events against
make.coplay.edge.lists <- function (pbp, roster.this=roster.unique, woiid=FALSE) {
message ("Coplay edge list ",pbp$season[1]," ",pbp$gcode[1])
pbp <- filter (pbp, etype != "GOFF")
if (!any(colnames(pbp) == "event.value"))
pbp$event.value <- 1*(pbp$etype %in% c("GOAL","SHOT","MISS","BLOCK"))
pbp$fiver <- if (!woiid) (pbp$home.skaters == 6 & pbp$away.skaters == 6 & pbp$home.G > 1 & pbp$away.G > 1) else (pbp$home.skaters == 6 & pbp$away.skaters == 6 & pbp$home.G != "xxxxxxxNA" & pbp$away.G != "xxxxxxxNA")
total.time.all <- sum(pbp$event.length)
total.time.five <- sum(pbp$event.length*pbp$fiver)
homehome.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("h",ff)]],
p2=pbp[[paste0("h",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$hometeam),
eva=pbp$event.value*(pbp$ev.team == pbp$awayteam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver
)))))
homehome <- homehome.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2), el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>% mutate(gr=1)
awayaway.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("a",ff)]],
p2=pbp[[paste0("a",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$awayteam),
eva=pbp$event.value*(pbp$ev.team == pbp$hometeam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver
)))))
awayaway <- awayaway.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2),el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>%
mutate(gr=2)
homeaway.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("h",ff)]],
p2=pbp[[paste0("a",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$hometeam),
eva=pbp$event.value*(pbp$ev.team == pbp$awayteam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver
)))))
homeaway <- homeaway.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2), el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>%
mutate(gr=3)
awayhome.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("a",ff)]],
p2=pbp[[paste0("h",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$awayteam),
eva=pbp$event.value*(pbp$ev.team == pbp$hometeam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver
)))))
awayhome <- awayhome.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2), el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>%
filter(p1 > 1, p2 > 1) %>% mutate(gr=3)
output <- rbind_list(homehome,
awayaway,
homeaway,
awayhome) %>% mutate (season=pbp$season[1], gcode=pbp$gcode[1])
if (!woiid) {
output[["p1"]] <- roster.this$woi.id[output[["p1"]]]
output[["p2"]] <- roster.this$woi.id[output[["p2"]]]
}
output <- filter(output, p1 != "xxxxxxxNA", p2 != "xxxxxxxNA")
return(output)
}
augment.playerrun.teamcomp <- function (playerrun, coplayer) {
## load ("common-data/games/2015201620172.RData")
## first, use coplayer to get the actual players involved.
message ("Augment T/C ",playerrun$season[1]," ",playerrun$gcode[1])
player.set <- unique(coplayer$p1)
reduced.connect <- src_sqlite("common-data/player-summary.sqlite")
statement <- paste0("SELECT * FROM reducedplayer WHERE season = ", playerrun$season[1])
primer <- tbl(reduced.connect, sql(statement)) %>% filter (p1 %in% player.set)
maxpiece <- function (subdf) subdf[nrow(subdf),]
## can we find the game they played in? Yes:
primer1 <- as.data.frame(filter (primer, gcode == playerrun$gcode[1]))
## No:
if (nrow(primer1) == 0) primer1 <- primer %>% group_by (p1) %>% do(maxpiece(.)) %>% as.data.frame
primer1 <- select (primer1, -p1) ##rename (primer1, p2 = p1)
coplayer.augmented <- filter(coplayer, p1 != p2) %>% mutate (opp = 1*(gr==3)) %>% left_join (primer1 %>% select (p2, lCF60, lCA60, lTOI60), by="p2") %>% filter (!is.na(lCF60))
coplayer.reduced <- coplayer.augmented %>% group_by (p1, opp) %>%
summarize (xTOI60 = sum(lTOI60 * el2)/sum(el2),
xCF60 = sum(lCF60 * el2)/sum(el2),
xCA60 = sum(lCA60 * el2)/sum(el2))
playerrun$tCF60 = coplayer.reduced$xCF60[match(paste("0",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$cCF60 = coplayer.reduced$xCF60[match(paste("1",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$tCA60 = coplayer.reduced$xCA60[match(paste("0",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$cCA60 = coplayer.reduced$xCA60[match(paste("1",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$tTOI60 = coplayer.reduced$xTOI60[match(paste("0",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$cTOI60 = coplayer.reduced$xTOI60[match(paste("1",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
## teammate stuff:
return(playerrun)
}
switch.number.woiid <- function (playbyplay, roster.unique) {
mutate (playbyplay,
a1 = roster.unique$woi.id[a1],
a2 = roster.unique$woi.id[a2],
a3 = roster.unique$woi.id[a3],
a4 = roster.unique$woi.id[a4],
a5 = roster.unique$woi.id[a5],
a6 = roster.unique$woi.id[a6],
h1 = roster.unique$woi.id[h1],
h2 = roster.unique$woi.id[h2],
h3 = roster.unique$woi.id[h3],
h4 = roster.unique$woi.id[h4],
h5 = roster.unique$woi.id[h5],
h6 = roster.unique$woi.id[h6],
ev.player.1 = roster.unique$woi.id[ev.player.1],
ev.player.2 = roster.unique$woi.id[ev.player.2],
ev.player.3 = roster.unique$woi.id[ev.player.3],
away.G = roster.unique$woi.id[away.G],
home.G = roster.unique$woi.id[home.G])
}
war-on-ice/warbase documentation built on May 4, 2019, 12:59 a.m.
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##################################################################################
##
## Pieces needed for wowy-like stats.
## get time on ice.
## playerblock: a1:a6 or h1:h6 from playbyplay
## event.length, from playbyplay
get.TOI <- function (playerblock, event.length) {
plbl <- unlist(playerblock)
v1 <- tapply(rep(event.length, length(plbl)/length(event.length)), c(plbl), sum)
return(sort(v1[names(v1) != 1]))
}
## Positions for the shift blocks.
make.shift.pieces <- function (playbyplay, rosters=roster.unique) {
## playbyplay=retrieve.game("20132014","20009")$playbyplay
playbyplay <- filter (playbyplay, etype != "GOFF")
home.pl <- c("h1","h2","h3","h4","h5","h6")
away.pl <- c("a1","a2","a3","a4","a5","a6")
home.players <- unique(unlist(playbyplay[,home.pl])); home.players <- sort(home.players[home.players != "xxxxxxxNA"])
away.players <- unique(unlist(playbyplay[,away.pl])); away.players <- away.players[away.players != "xxxxxxxNA"]
home.out <- matrix (0, ncol=length(home.players), nrow=nrow(playbyplay))
for (kk in 1:nrow(home.out)) home.out[kk, match(unlist(playbyplay[kk, home.pl]),
home.players)] <- 1
colnames(home.out) <- rosters$firstlast[match(home.players, rosters$woi.id)]
rownames(home.out) <- playbyplay$seconds
pos.home <- rosters$pos[match(home.players, rosters$woi.id)]
toi.home <- get.TOI(playbyplay[,home.pl], playbyplay$event.length)
toi.home <- toi.home[match(as.character(home.players), names(toi.home))]
## print(toi)
home.out <- home.out[,rev(order(1*!grepl("D", pos.home), toi.home))]
away.out <- matrix (0, ncol=length(away.players), nrow=nrow(playbyplay))
for (kk in 1:nrow(away.out)) away.out[kk, match(unlist(playbyplay[kk, away.pl]),
away.players)] <- 1
colnames(away.out) <- rosters$firstlast[match(away.players, rosters$woi.id)]
rownames(away.out) <- playbyplay$seconds
pos.away <- rosters$pos[match(away.players, rosters$woi.id)]
toi.away <- get.TOI(playbyplay[,away.pl], playbyplay$event.length)
toi.away <- toi.away[match(as.character(away.players), names(toi.away))]
away.out <- away.out[,rev(order(1*!grepl("D", pos.away), toi.away))]
out <- list(away.out=away.out,
home.out=home.out)
return(out)
}
make.shift.pieces.new <- function (playbyplay, rosters=roster.unique) {
## playbyplay=retrieve.game("20132014","20009")$playbyplay
playbyplay <- filter (playbyplay, etype != "GOFF")
home.pl <- c("h1","h2","h3","h4","h5","h6")
#away.pl <- c("a1","a2","a3","a4","a5","a6")
home.players <- unique(unlist(playbyplay[,home.pl]));
home.players <- sort(home.players[home.players != "xxxxxxxNA"])
#away.players <- unique(unlist(playbyplay[,away.pl])); away.players <- away.players[away.players != "xxxxxxxNA"]
#home.out <- matrix (0, ncol=length(home.players), nrow=nrow(playbyplay))
for (kk in 1:nrow(home.out))
home.out[kk, match(unlist(playbyplay[kk, home.pl]), home.players)] <- 1
colnames(home.out) <- c("Player", "Shift", "ShiftStart", "ShiftEnd", "Team")
#pos.home <- rosters$pos[match(home.players, rosters$woi.id)]
#toi.home <- get.TOI(playbyplay[,home.pl], playbyplay$event.length)
#toi.home <- toi.home[match(as.character(home.players), names(toi.home))]
## print(toi)
#home.out <- home.out[,rev(order(1*!grepl("D", pos.home), toi.home))]
# away.out <- matrix (0, ncol=length(away.players), nrow=nrow(playbyplay))
# for (kk in 1:nrow(away.out)) away.out[kk, match(unlist(playbyplay[kk, away.pl]),
# away.players)] <- 1
#
# colnames(away.out) <- rosters$firstlast[match(away.players, rosters$woi.id)]
# rownames(away.out) <- playbyplay$seconds
#
# pos.away <- rosters$pos[match(away.players, rosters$woi.id)]
# toi.away <- get.TOI(playbyplay[,away.pl], playbyplay$event.length)
# toi.away <- toi.away[match(as.character(away.players), names(toi.away))]
#
# away.out <- away.out[,rev(order(1*!grepl("D", pos.away), toi.away))]
#
# out <- list(away.out=away.out,
# home.out=home.out)
return(home.out)
}
## output: n-by-5 edge list from play by play:
## player 1, player 2, time, events for, events against
make.coplay.edge.lists <- function (pbp, roster.this=roster.unique, woiid=FALSE) {
message ("Coplay edge list ",pbp$season[1]," ",pbp$gcode[1])
pbp <- filter (pbp, etype != "GOFF")
if (!any(colnames(pbp) == "event.value"))
pbp$event.value <- 1*(pbp$etype %in% c("GOAL","SHOT","MISS","BLOCK"))
pbp$fiver <- if (!woiid) (pbp$home.skaters == 6 & pbp$away.skaters == 6 & pbp$home.G > 1 & pbp$away.G > 1) else (pbp$home.skaters == 6 & pbp$away.skaters == 6 & pbp$home.G != "xxxxxxxNA" & pbp$away.G != "xxxxxxxNA")
total.time.all <- sum(pbp$event.length)
total.time.five <- sum(pbp$event.length*pbp$fiver)
homehome.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("h",ff)]],
p2=pbp[[paste0("h",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$hometeam),
eva=pbp$event.value*(pbp$ev.team == pbp$awayteam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver
)))))
homehome <- homehome.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2), el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>% mutate(gr=1)
awayaway.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("a",ff)]],
p2=pbp[[paste0("a",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$awayteam),
eva=pbp$event.value*(pbp$ev.team == pbp$hometeam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver
)))))
awayaway <- awayaway.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2),el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>%
mutate(gr=2)
homeaway.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("h",ff)]],
p2=pbp[[paste0("a",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$hometeam),
eva=pbp$event.value*(pbp$ev.team == pbp$awayteam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver
)))))
homeaway <- homeaway.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2), el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>%
mutate(gr=3)
awayhome.prime <- rbind_all(
lapply(1:6, function (ff)
rbind_all(
lapply(1:6, function (gg)
data.frame(p1=pbp[[paste0("a",ff)]],
p2=pbp[[paste0("h",gg)]],
el=pbp$event.length,
evf=pbp$event.value*(pbp$ev.team == pbp$awayteam),
eva=pbp$event.value*(pbp$ev.team == pbp$hometeam),
el2=pbp$event.length*pbp$fiver,
evf2=pbp$event.value*(pbp$ev.team == pbp$awayteam)*pbp$fiver,
eva2=pbp$event.value*(pbp$ev.team == pbp$hometeam)*pbp$fiver
)))))
awayhome <- awayhome.prime %>% group_by(p1,p2) %>%
summarize (el=sum(el), eloff= total.time.all - el,
evf=sum(evf), eva=sum(eva),
el2=sum(el2), el2off= total.time.five - el2,
evf2=sum(evf2), eva2=sum(eva2)) %>%
filter(p1 > 1, p2 > 1) %>% mutate(gr=3)
output <- rbind_list(homehome,
awayaway,
homeaway,
awayhome) %>% mutate (season=pbp$season[1], gcode=pbp$gcode[1])
if (!woiid) {
output[["p1"]] <- roster.this$woi.id[output[["p1"]]]
output[["p2"]] <- roster.this$woi.id[output[["p2"]]]
}
output <- filter(output, p1 != "xxxxxxxNA", p2 != "xxxxxxxNA")
return(output)
}
augment.playerrun.teamcomp <- function (playerrun, coplayer) {
## load ("common-data/games/2015201620172.RData")
## first, use coplayer to get the actual players involved.
message ("Augment T/C ",playerrun$season[1]," ",playerrun$gcode[1])
player.set <- unique(coplayer$p1)
reduced.connect <- src_sqlite("common-data/player-summary.sqlite")
statement <- paste0("SELECT * FROM reducedplayer WHERE season = ", playerrun$season[1])
primer <- tbl(reduced.connect, sql(statement)) %>% filter (p1 %in% player.set)
maxpiece <- function (subdf) subdf[nrow(subdf),]
## can we find the game they played in? Yes:
primer1 <- as.data.frame(filter (primer, gcode == playerrun$gcode[1]))
## No:
if (nrow(primer1) == 0) primer1 <- primer %>% group_by (p1) %>% do(maxpiece(.)) %>% as.data.frame
primer1 <- select (primer1, -p1) ##rename (primer1, p2 = p1)
coplayer.augmented <- filter(coplayer, p1 != p2) %>% mutate (opp = 1*(gr==3)) %>% left_join (primer1 %>% select (p2, lCF60, lCA60, lTOI60), by="p2") %>% filter (!is.na(lCF60))
coplayer.reduced <- coplayer.augmented %>% group_by (p1, opp) %>%
summarize (xTOI60 = sum(lTOI60 * el2)/sum(el2),
xCF60 = sum(lCF60 * el2)/sum(el2),
xCA60 = sum(lCA60 * el2)/sum(el2))
playerrun$tCF60 = coplayer.reduced$xCF60[match(paste("0",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$cCF60 = coplayer.reduced$xCF60[match(paste("1",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$tCA60 = coplayer.reduced$xCA60[match(paste("0",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$cCA60 = coplayer.reduced$xCA60[match(paste("1",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$tTOI60 = coplayer.reduced$xTOI60[match(paste("0",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
playerrun$cTOI60 = coplayer.reduced$xTOI60[match(paste("1",playerrun$ID),
paste(coplayer.reduced$opp, coplayer.reduced$p1))]
## teammate stuff:
return(playerrun)
}
switch.number.woiid <- function (playbyplay, roster.unique) {
mutate (playbyplay,
a1 = roster.unique$woi.id[a1],
a2 = roster.unique$woi.id[a2],
a3 = roster.unique$woi.id[a3],
a4 = roster.unique$woi.id[a4],
a5 = roster.unique$woi.id[a5],
a6 = roster.unique$woi.id[a6],
h1 = roster.unique$woi.id[h1],
h2 = roster.unique$woi.id[h2],
h3 = roster.unique$woi.id[h3],
h4 = roster.unique$woi.id[h4],
h5 = roster.unique$woi.id[h5],
h6 = roster.unique$woi.id[h6],
ev.player.1 = roster.unique$woi.id[ev.player.1],
ev.player.2 = roster.unique$woi.id[ev.player.2],
ev.player.3 = roster.unique$woi.id[ev.player.3],
away.G = roster.unique$woi.id[away.G],
home.G = roster.unique$woi.id[home.G])
}
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