I would like to create pyramid density plot like the following:
The point that I can reach is just simiple pyramid plot based on the following sample example:
set.seed (123)
xvar <- round (rnorm (100, 54, 10), 0)
xyvar <- round (rnorm (100, 54, 10), 0)
myd <- data.frame (xvar, xyvar)
valut <- as.numeric (cut(c(myd$xvar,myd$xyvar), 12))
myd$xwt <- valut[1:100]
myd$xywt <- valut[101:200]
xy.pop <- data.frame (table (myd$xywt))
xx.pop <- data.frame (table (myd$xwt))
library(plotrix)
par(mar=pyramid.plot(xy.pop$Freq,xx.pop$Freq,
main="Population Pyramid",lxcol="blue",rxcol= "pink",
gap=0,show.values=F))
How can I achieve this ?
To create a population pyramid, we use the coord_flip() function along with the geom_bar() function to create a horizontal bar plot, then we make the value of the male population negative using the mutate function thus creating the male population bars on the left side and female population bar on the right side giving ...
A population pyramid (age structure diagram) or "age-sex pyramid" is a graphical illustration of the distribution of a population (typically that of a country or region of the world) by age groups and sex; it typically takes the shape of a pyramid when the population is growing.
There are generally three types of population pyramids created from age-sex distributions-- expansive, constrictive and stationary.
The work with the grid package is really simple if we understand the concept of viewport. Once we get it we can do alot of funny things. For example the difficulty was to plot the polygon of age. stickBoy and stickGirl are jut to get some funny, you can skip it .
set.seed (123)
xvar <- round (rnorm (100, 54, 10), 0)
xyvar <- round (rnorm (100, 54, 10), 0)
myd <- data.frame (xvar, xyvar)
valut <- as.numeric (cut(c(myd$xvar,myd$xyvar), 12))
myd$xwt <- valut[1:100]
myd$xywt <- valut[101:200]
xy.pop <- data.frame (table (myd$xywt))
xx.pop <- data.frame (table (myd$xwt))
stickBoy <- function() {
grid.circle(x=.5, y=.8, r=.1, gp=gpar(fill="red"))
grid.lines(c(.5,.5), c(.7,.2)) # vertical line for body
grid.lines(c(.5,.6), c(.6,.7)) # right arm
grid.lines(c(.5,.4), c(.6,.7)) # left arm
grid.lines(c(.5,.65), c(.2,0)) # right leg
grid.lines(c(.5,.35), c(.2,0)) # left leg
grid.lines(c(.5,.5), c(.7,.2)) # vertical line for body
grid.text(x=.5,y=-0.3,label ='Male',
gp =gpar(col='white',fontface=2,fontsize=32)) # vertical line for body
}
stickGirl <- function() {
grid.circle(x=.5, y=.8, r=.1, gp=gpar(fill="blue"))
grid.lines(c(.5,.5), c(.7,.2)) # vertical line for body
grid.lines(c(.5,.6), c(.6,.7)) # right arm
grid.lines(c(.5,.4), c(.6,.7)) # left arm
grid.lines(c(.5,.65), c(.2,0)) # right leg
grid.lines(c(.5,.35), c(.2,0)) # left leg
grid.lines(c(.35,.65), c(0,0)) # horizontal line for body
grid.text(x=.5,y=-0.3,label ='Female',
gp =gpar(col='white',fontface=2,fontsize=32)) # vertical line for body
}
xscale <- c(0, max(c(xx.pop$Freq,xy.pop$Freq)))* 5
levels <- nlevels(xy.pop$Var1)
barYscale<- xy.pop$Var1
vp <- plotViewport(c(5, 4, 4, 1),
yscale = range(0:levels)*1.05,
xscale =xscale)
pushViewport(vp)
grid.yaxis(at=c(1:levels))
pushViewport(viewport(width = unit(0.5, "npc"),just='right',
xscale =rev(xscale)))
grid.xaxis()
popViewport()
pushViewport(viewport(width = unit(0.5, "npc"),just='left',
xscale = xscale))
grid.xaxis()
popViewport()
grid.grill(gp=gpar(fill=NA,col='white',lwd=3),
h = unit(seq(0,levels), "native"))
grid.rect(gp=gpar(fill=rgb(0,0.2,1,0.5)),
width = unit(0.5, "npc"),just='right')
grid.rect(gp=gpar(fill=rgb(1,0.2,0.3,0.5)),
width = unit(0.5, "npc"),just=c('left'))
vv.xy <- xy.pop$Freq
vv.xx <- c(xx.pop$Freq,0)
grid.polygon(x = unit.c(unit(0.5,'npc')-unit(vv.xy,'native'),
unit(0.5,'npc')+unit(rev(vv.xx),'native')),
y = unit.c(unit(1:levels,'native'),
unit(rev(1:levels),'native')),
gp=gpar(fill=rgb(1,1,1,0.8),col='white'))
grid.grill(gp=gpar(fill=NA,col='white',lwd=3,alpha=0.8),
h = unit(seq(0,levels), "native"))
popViewport()
## some fun here
vp1 <- viewport(x=0.2, y=0.75, width=0.2, height=0.2,gp=gpar(lwd=2,col='white'),angle=30)
pushViewport(vp1)
stickBoy()
popViewport()
vp1 <- viewport(x=0.9, y=0.75, width=0.2, height=0.2,,gp=gpar(lwd=2,col='white'),angle=330)
pushViewport(vp1)
stickGirl()
popViewport()
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