The Cowbell King

Blog · 9 November 2026 · 1 min read

The Cowbell King

I'm giving you more cowbell!

You may have seen my first post about the use of cowbell in rock and pop. Well, I'm back once again (like a renegade master). Basically, by the end of the first post, I realised that Appetite For Destruction, the first (and, dare I say, best) album from Guns N' Roses had 5 tracks featuring the cowbell. I couldn't think of any other album that came close.

So I did some trawling, and joining of music from the original source, cowbellsongs.com with some existing data I had relating to albums and track lists. And eventually I got a list of albums and counts, althought I can't claim all of it is accurate. I also didn't do much data cleaning at all, beyond some glaringly obvious stuff that I knew for a fact was incorrect, or stylistically not accurate ('The Beatles' rather than 'Beatles', for example).

With so many individual points, a bar chart was never going to work, and restricting it to the top 20 or would have been quite a dull visual. My sudden inspiration was to try circle packing, using the packcircles package, which I hoped would allow me to get all the data into a relatively small space.

It worked quite well, I think:

An D3 powered interactive version is available here, which is also quite swish. I think that ends my interest in mucking around with this data now though, but I have some ideas for how packed circles could be put to use with some slightly more mundane information. Perhaps I will be back with some more of these visuals in the future.