Need help plotting D statistics
0
0
Entering edit mode
7.6 years ago
devenvyas ▴ 760

I am trying to generate a figure that looks like the third/bottom portion of this figure (where there are French/Sardinian as Y and others as X) http://www.nature.com/nature/journal/v514/n7523/fig_tab/nature13810_F3.html

I know I need to use ggplot2 to generate these but I don't have an idea how. I was wondering if someone could help

This is my rudimentary code

tbl$RegionX2 <- factor(tbl$RegionX, as.character(tbl$RegionX))
plot <- ggplot(tbl, aes(y = RegionX2, 
            x = D, xmin = D - 2*SE, xmax = D + 2*SE, label = RegionX2, colour = RegionY)) + 
    geom_point(colour = "black") + 
  geom_text(hjust = 1.2) + 
  theme_classic() + 
  theme(axis.title = element_blank(),
        axis.ticks = element_blank(), 
        axis.text.y = element_blank(), 
        legend.position = "none") + 
  geom_errorbarh(height = 0)
ggsave(plot=plot,height=7,width=7, filename="D.pdf", useDingbats=FALSE)

It plots like this http://imgur.com/a/qmCeg

But I don't know how to keep Region A and B from stacking on top of eachother, to get the x=0 line, or to get the X and Y labels as they are in that figure. Can anyone help?

Also, my data is formatted as such:

RegionX RegionY D   SE
WestAfrica  A   -0.027  3.14E-03
EastAfrica  A   -0.0234 2.82E-03
SouthAsia   A   0.0048  1.68E-03
Caucasus    A   0.0052  1.17E-03
EastAsia    A   0.0067  3.58E-03
WestAfrica  B   -0.028  3.14E-03
EastAfrica  B   -0.0244 2.82E-03
SouthAsia   B   0.0038  1.68E-03
Caucasus    B   0.0042  1.17E-03
EastAsia    B   0.0057  3.58E-03
R • 1.9k views
ADD COMMENT
0
Entering edit mode

For the points you can use geom_jitter() instead of geom_point() to add a small offset and avoid overlapping.

ADD REPLY
0
Entering edit mode

And for the text: geom_text(position=position_jitter())

ADD REPLY
0
Entering edit mode

Also consider using geom_text_repel() in the ggrepel package. See for example the vignette here.

ADD REPLY

Login before adding your answer.

Traffic: 2508 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6