How do people log battery performance data for those scientific looking charts in reviews and YouTube videos?

For example, I came across this YouTube video in which the author tests a whole bunch of batteries and displays a series of bar charts showing each battery's performance in various categories. How do content creators capture and log battery output like that? Is there a specific tool that plugs into a PC or records to a MicroSD card or something?