I am using facet_grid in R to plot RT data for 5 different groups. I would like to highlight the data between 5 and 95% for each group.
With the code below, I am using the percentile of the entire data frame, not the one for each group. Any idea of how I can still use facet_grid and have the unique percentile of each group highlighted in the plot.
rect <- data.frame (xmin=quantile(ss$RT, c(0.05)),
xmax=quantile(ss$RT, c(0.95)),
ymin=-Inf, ymax=Inf)
qplot(prevRT, RT, group=ss, color = prim,
geom = c("smooth"),
method="lm", data =ss) +
facet_grid(~ Groupe) +
geom_rect(data=rect,
aes(xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax),
color="grey20", alpha=0.5, inherit.aes = FALSE)
Thanks to DWin's suggestion, I used ave to find xmin and xmax for each group individually and incorporated that directly into the command for the plot.
There is probably a more elegant way to do that (and suggestions are welcome), but it works.
qplot(prevRT, RT, group=ss, color = prim,
geom = c("smooth"),
method="lm", data =ss) +
facet_grid(~ Groupe) +
geom_rect(data=ss,
aes(xmin=ave(ss$RT, ss$Groupe, FUN = function(x)quantile(x,c(0.05))),
xmax=ave(ss$RT, ss$Groupe, FUN = function(x)quantile(x,c(0.95))),
ymin=-Inf,ymax=Inf), color="green", alpha=1/280, inherit.aes = FALSE)
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