I have data with some factors, say, a list of music albums by different artists which are owned by me. I counted the unique factors to arrive at a list of artist names with an associated count of albums, like this:
name count
Johnny Cash 10
The Beatles 7
Blur 6
Gorillaz 3
The Good, the Bad and the Queen 1
The Rolling Stones 1
The Doors 1
The Jimi Hendrix Experience 1
The Ramones 1
The Clash 1
The Who 1
The White Stripes 1
The Black Keys 1
The Specials 1
The Cure 1
The Band 1
The The 1
What's the best way to visualize that a large portion (one third, to be precise) of my music collection consists of albums of singleton artists?
My first idea was to plot the count as x-value and the cumulative sum of the count as y-value in a way that the y-value increases, similar to a Lorenz plot. I am wondering - are there better ways to vizualisevisualize this large portion of low-frequencies?
I'd appreciate either a general suggestion to plot what against what or corresponding R
-code.