I am working on swimmers plot for a set of data. I am trying to color code each bar based on whether or not the patient is still on treatment. I have formatted it so that each bar is colored based on the if they are on or off treatment. How do I edit the legend so that I can change the title and specify "on treatment" or "off treatment" instead of 0 or 1?
Example data frame TonT1:
Patient ID Time1(months) On Treatment (1 for yes, 0 for no)
1 6 1
2 4.7 0
3 2.3 1
4 9.7 1
... etc.
My code is below:
ggplot(data=TonT1,
aes(x=reorder(Patient.ID, Time1), y=Time1, fill = factor(Off.Treatment)))
+ ylim(0,15) + ylab("Time on Therapy") + xlab("Patient ID")
+ theme_classic() + geom_bar(stat="identity", width = 0.5)
Just specify the title for the fill.
dat <- data.frame("Patient ID" = c(1,2,3,4), "Time1" = c(6, 4.7, 2.3, 9.7), "Off.Treatment" = c(1,0,1,1))
ggplot(data=dat,
aes(x=reorder(Patient.ID, Time1), y=Time1, fill = factor(Off.Treatment))) +
ylim(0,15) + ylab("Time on Therapy") + xlab("Patient ID") +
theme_classic() + geom_bar(stat="identity", width = 0.5) +
guides(fill = guide_legend(title = "On Treatment"))
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