enhancementhelp wanted
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Description
I want to create an histogram for a vector like this:
using UnicodePlots
using Random
Random.seed!(1234)
a = rand(1:5) .^ (0:0.1:5)
histogram(a)
┌ ┐
[ 0.0, 5.0) ┤████████████████████████████████████ 24
[ 5.0, 10.0) ┤███████████████ 10
[10.0, 15.0) ┤█████████ 6
[15.0, 20.0) ┤██████ 4
[20.0, 25.0) ┤████▌ 3
[25.0, 30.0) ┤████▌ 3
[30.0, 35.0) ┤█▌ 1
└ ┘
Frequency
Since the variable is exponential, log transforming it would be more appropriate:
histogram(log10.(a))
┌ ┐
[0.0, 0.5) ┤█████████████████████████████████████ 8
[0.5, 1.0) ┤████████████████████████████████▍ 7
[1.0, 1.5) ┤████████████████████████████████▍ 7
[1.5, 2.0) ┤████████████████████████████████▍ 7
[2.0, 2.5) ┤█████████████████████████████████████ 8
[2.5, 3.0) ┤████████████████████████████████▍ 7
[3.0, 3.5) ┤████████████████████████████████▍ 7
└ ┘
Frequency
But I was wondering if there was a way to do it so I do not need to log transform the variable myself. Something that looked like this (notice the bin labels):
┌ ┐
[10^0, 10^0.5) ┤█████████████████████████████████████ 8
[10^0.5, 10^1.0) ┤████████████████████████████████▍ 7
[10^1.0, 10^1.5) ┤████████████████████████████████▍ 7
[10^1.5, 10^2.0) ┤████████████████████████████████▍ 7
[10^2.0, 10^2.5) ┤█████████████████████████████████████ 8
[10^2.5, 10^3.0) ┤████████████████████████████████▍ 7
[10^3.0, 10^3.5) ┤████████████████████████████████▍ 7
└ ┘
Frequency
I tried it with
histogram(a, yscale=:log10)
histogram(a, yscale=x->log10(x))
Interestingly the plot was created as if the yscale argument was not set, which to me was misleading. I think this should either throw an error or the behaviour should be to create logarithmic bins?
This should also probably throw an error:
histogram(a, yscale=:hello)