I have data on a variable spanning multiple years.
I want to see how the distribution has evolved over the years.
- Is there an easy way to produce a density plot for each year in single plot with different colours for each year?
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Sign up to join this communityI have data on a variable spanning multiple years.
I want to see how the distribution has evolved over the years.
Without seeing the data, I would suggest trying trellis displays. If you are using R, this is very easy to do with the lattice (even latticeExtra) or ggplot2 packages.
> my.df <- data.frame(x=rnorm(300), year=gl(3, 100, 300, labels=2000:2002))
> head(my.df)
x year
1 -0.3260365 2000
2 0.5524619 2000
3 -0.6749438 2000
4 0.2143595 2000
5 0.3107692 2000
6 1.1739663 2000
> library(lattice)
> densityplot(~ x, data=my.df, groups=year)
which gives
Compare to densityplot(~ x | year, data=my.df, layout=c(3,1))
(for a facetted display).
I'll assume you are using R (from previous questions). Note that this also makes your question better suited for StackOverflow.com.
As such, I remembered an answer there that could be of service to you:Q6030684.