Using the Altair API, It's Really Simple and Powerful.

Altair has its own ability to do manipulation and transformation of data. And that's all in Altair, not using any pandas. So there is this option, you know, I could have filtered it down to the top 20 customers or authors,. excuse me, but I use this transform filter to select only the top authors.