I want to add jitter to a scatterplot matrix. The question was addressed on the following page (and nowhere else) on stackoverflow:
How to produce a meaningful draftsman/correlation plot for discrete values
But both solutions to the jitter problem which were suggested there involve deprecated code (plotmatrix and params):
library(ggplot2)
plotmatrix(y) + geom_jitter(alpha = .2)
library(GGally)
ggpairs(y, lower = list(params = c(alpha = .2, position = "jitter")))
I would have simply commented asking for an update there so as to not create a new question, but that appears to require reputation points, and I'm new to the site. My apologies if I've done something wrong in posting the question.
EDIT:
Here's what the data looks like:
> str(EHRound4.subset)
Classes ‘tbl_df’, ‘tbl’ and 'data.frame': 301 obs. of 22 variables:
$ Subject# : int 1 2 3 4 6 7 8 13 14 16 ...
$ Condition : Factor w/ 2 levels "CDR","Mturk": 1 1 1 1 1 1 1 1
1 1 ...
$ Launch4 : int 5 8 8 5 8 5 3 8 5 6 ...
$ NewSong4 : int 6 8 8 6 8 6 8 8 8 7 ...
$ StudCom5 : int 6 5 8 3 1 3 4 8 7 7 ...
$ Textbook5 : int 8 1 8 3 1 7 8 8 8 8 ...
And here's several attempts at getting jitter.
> ggpairs(EHRound4.subset, columns = 3:6,
ggplot2::aes(colour=Condition), lower = list(geom_jitter(alpha = .2)))
> ggpairs(EHRound4.subset, columns = 3:6,
ggplot2::aes(colour=Condition, alpha=.2), lower = list(geom_jitter()))
> ggpairs(EHRound4.subset, columns = 3:6,
ggplot2::aes(colour=Condition, alpha=.2, position="jitter"))
@user20650 answered the question in comments below the question. For completeness, here it is in the form of an answer:
Use wrap
, such as:
library(GGally)
ggpairs(y, lower = list(continuous=wrap("points", position=position_jitter(height=3, width=3))))
By using position = position_jitter()
instead of just position = "jitter"
(which also works) the additional jitter parameters can also be controlled.
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