I wanted a quick and dirty solution to express my frustration with it, I could have done a lot of things better

Data extraction process:
went to the channel, scrolled all the way down and wrote a css selector to get the timestamps of each video.
after removing the first 97 (because for whatever reason they were not appearing) I got a list of time stamp, then I used python to create the graph and Photoshop with raw estimation to create the passive aggressive two minute indication