CODEWITHSUNDEEP
rhistogram
Ninica Howard
Ninica Howard

Reputation: 21

Creating a single graphic with multiple histograms in R

How do I create a graph that shows histogram/density plot for a variable on two levels? i.e. variable X (categorical) is plotted stratified by variable y (staff vs. mgmt) and further stratified by variable z (high score vs. low score). I should end up with 4 histograms.

Upvotes: 0

Views: 7809

Answers (2)

Michael Treanor
Michael Treanor

Reputation: 705

This page has several basic examples of multiple data sources represented on one plot. Here is one similar to your example drawing:

enter image description here

Upvotes: 0

jlhoward
jlhoward

Reputation: 59345

In future you should include your data, or at least a representative example. See this post for instructions on how to do that.

# sample data...
set.seed(1)    # for reproducible example
df <- data.frame(x=rnorm(1000,mean=rep(c(0,3,6,9),each=250)),
                 y=rep(c("Staff","Mgt"),each=500),
                 z=rep(c("High","Low"),each=250))

# base  R solution
par(mfrow=c(2,2),mar=c(3,4,1,1))
lapply(split(df,list(df$y,df$z)),
       function(d)hist(d$x,main=paste(unique(d$y),unique(d$z),sep=".")))


# ggplot solution (one of many possibilities)
library(ggplot2)
ggplot(df) + 
  geom_histogram(aes(x=x,fill=interaction(z,y)),color="grey70")+
  facet_grid(z~y)

Upvotes: 2

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