I am trying to convert the y axis of a chart to a logarithmic scale (Ie the logarithmic distance between each tick).
Some dummy data:
DF <- data.frame(num=c(1,2,3),label=c("a","b","c"))
I tried the following examples:
p <- ggplot(data=DF,aes(x=label,y=num)) + geom_bar() +
scale_y_continuous(trans = 'log10',
breaks=trans_breaks("log10",function(x) 10^x),
labels=trans_format("log10",math_format(10^.x)))
This log only converts labels, but not check marks:
p <- ggplot(data=DF,aes(x=label,y=num)) + geom_bar() + coord_trans(y="log10")
This does not mean anything:
p <- ggplot(data=DF,aes(x=label,y=num),y="log")
Bad luck:
I also read the 0.9 transition guide , but that doesn't work either.
EDIT:
I forgot to include one example that I tried:
p <- ggplot (data = DF, aes (x = label, y = num)) + geom_bar () + scale_y_log10 ()
Which causes the following warning:
Warning message: In pretty (trans (x), n, ...): NaNs fired