Draw histograms per row over multiple columns in R

Question

I\'m using R for the analysis of my master thesis I have the following data frame: STOF: Student to staff ratio

    HEI.ID   X2007 X2008 X2009 X2010 X2011 X2         


        

Answer 1

Here's a solution in lattice:

require(lattice)
barchart(X2007+X2008+X2009+X2010+X2011+X2012 ~ HEI.ID,
         data=HEIrank11,
         auto.key=list(space='right')
         )

Answer 2

If you use ggplot you won't need to do it as a loop, you can plot them all at once. Also, you need to reformat your data so that it's in long format not short format. You can use the melt function from the reshape package to do so.

library(reshape2)
new.df<-melt(HEIrank11,id.vars="HEI.ID")
names(new.df)=c("HEI.ID","Year","Rank")

substring is just getting rid of the X in each year

library(ggplot2)
ggplot(new.df, aes(x=HEI.ID,y=Rank,fill=substring(Year,2)))+
   geom_histogram(stat="identity",position="dodge")