I am trying to replicate this with R ggplot. I have exactly the same data:
browsers<-structure(list(browser = structure(c(3L, 3L, 3L, 3L, 2L, 2L,
2L, 1L, 5L, 5L, 4L), .Label = c("Chrome", "Firefox", "MSIE",
"Opera", "Safari"), class = "factor"), version = structure(c(5L,
6L, 7L, 8L, 2L, 3L, 4L, 1L, 10L, 11L, 9L), .Label = c("Chrome 10.0",
"Firefox 3.5", "Firefox 3.6", "Firefox 4.0", "MSIE 6.0", "MSIE 7.0",
"MSIE 8.0", "MSIE 9.0", "Opera 11.x", "Safari 4.0", "Safari 5.0"
), class = "factor"), share = c(10.85, 7.35, 33.06, 2.81, 1.58,
13.12, 5.43, 9.91, 1.42, 4.55, 1.65), ymax = c(10.85, 18.2, 51.26,
54.07, 55.65, 68.77, 74.2, 84.11, 85.53, 90.08, 91.73), ymin = c(0,
10.85, 18.2, 51.26, 54.07, 55.65, 68.77, 74.2, 84.11, 85.53,
90.08)), .Names = c("browser", "version", "share", "ymax", "ymin"
), row.names = c(NA, -11L), class = "data.frame")
and it looks like this:
> browsers
browser version share ymax ymin
1 MSIE MSIE 6.0 10.85 10.85 0.00
2 MSIE MSIE 7.0 7.35 18.20 10.85
3 MSIE MSIE 8.0 33.06 51.26 18.20
4 MSIE MSIE 9.0 2.81 54.07 51.26
5 Firefox Firefox 3.5 1.58 55.65 54.07
6 Firefox Firefox 3.6 13.12 68.77 55.65
7 Firefox Firefox 4.0 5.43 74.20 68.77
8 Chrome Chrome 10.0 9.91 84.11 74.20
9 Safari Safari 4.0 1.42 85.53 84.11
10 Safari Safari 5.0 4.55 90.08 85.53
11 Opera Opera 11.x 1.65 91.73 90.08
So far, I have plotted the individual components (i.e. the donut chart of the versions, and the pie chart of the browsers) like so:
ggplot(browsers) + geom_rect(aes(fill=version, ymax=ymax, ymin=ymin, xmax=4, xmin=3)) +
coord_polar(theta="y") + xlim(c(0, 4))
ggplot(browsers) + geom_bar(aes(x = factor(1), fill = browser),width = 1) +
coord_polar(theta="y")
The problem is, how do I combine the two to look like the topmost image? I have tried many ways, such as:
ggplot(browsers) + geom_rect(aes(fill=version, ymax=ymax, ymin=ymin, xmax=4, xmin=3)) + geom_bar(aes(x = factor(1), fill = browser),width = 1) + coord_polar(theta="y") + xlim(c(0, 4))
But all my results are either twisted or end with an error message.
Rcircos
orcirclize
packages can handle. - jazzurro