I have created a fully functional pivot table designer to demonstrate the power of SQL Frames. Just bring any csv file (or xlsx) and start using drag and drop to create a pivot table. It has support for all the various "Show Values As" calculations.

There is a lot of buzz around NLP based data analysis these days. But I think the good old pivot table UI still feels much faster to analyze data.