We’re looking at some risque data this time! I wanted to do something offbeat, but not quite Last Words in Texas-level soul crushing. So, I gathered some data on Playboy’s Playmates of the Month. Playboy stopped picking the Playmate of the Month starting in 2021, and the 66 year saga came to an end. More, the physical magazine itself was discontinued in late 2020. There’s a rich history behind Playboy, the taboo element, sexiness and beauty.

In July of 1976, the US Supreme Court set forth the framework that states must follow to comply with the ban on cruel and unusual punishment in the Eighth Amendment with the Gregg v. Georgia decision. Since then, 1532 people were executed in the United States. Death penalty and executions are subject to local laws and not every state carries them out to the same extent (map). Texas carries out the majority of these executions, having executed more people than the next top 6 states combined.

An exploration of 100 years of plane crashes. I discovered the ASN Aviation Safety Database some time ago, and knew almost instantly that I would have to dig deep on this one. The earliest crash is from August 2nd, 1919 and the latest record I have is from August 1st, 2019. There are approximately 22 thousand crash records. Planes and aviation represent a great chunk of our progress in technology and manufacturing, as well as bringing the world closer to us, with novel means of not just travel, but other endeavors like war and scientific research.

We’re looking deeper into the amazing MillionBase database with over two million chess games to see what else we can learn about the data specifically, and possibly about chess in general. I have analyzed some of this data in Part 1. If you haven’t seen that, feel free to give it a read. This post will focus on other aspects of the data, and I have drawn from some reader suggestions from the previous post.

We’re looking at the year of 2018 in Vancouver through the lens of event listings on the Georgia Straight Events page. I find their list extremely useful and use it all the time to find cool things to do, and notice a great deal of events happening all over the city. I collected all the events over the course of 2018 and wanted to make a “map of the city” from this data.

We’re text mining the transcripts of the TV show LOST, and visualizing them! I retrieved and parsed the transcripts of LOST from Lostpedia and used a few different tools to look at this data. One thing to keep in mind is that this analysis is on only the text that the characters speak. I’m not a LOST connoisseur, and haven’t seen all the episodes. I’m not an authority on LOST, or on text mining.

I wanted to do something like this for a long time, and finally I think it’s at a point where I can release this into the wild. We’ll take a look at more than 2 million games, taken from the MillionBase PGN database. I ignored any Chess960 games contained, but in total there are 2,197,113 games. I was interested to see what kind of visualizations I can do, and what patterns would be revealed by considering so many games.