[quote=@Bork Lazer] [@FinalPalladium] I hope you don't mind me dropping this into your thread but out of curiosity, I bootlegged your code and replaced all of the necessary variables relevant for the Advanced Section to see if there were any statistical differences. Props to you. I recommend everyone take a look at their code if they are more curious about other aspects of the site in general. Really adaptable and easy to modify. Few things to note. I am a dabbler in code and thus, my IDE was different to what the OP was using. I had to use html.parser instead of lmxl parser due to difficulties with my software. I also had difficulties with the matlibplot module that the OP used to visualize their data. Therefore, I used the painful process of manually shoving it all into Excel. Could have done a R Plot instead but eh. Anyway, here is the result. [img]https://i.imgur.com/57Bs8eN.png[/img] There are a few differences and similarities of note. To begin..... [color=ed1c24]- We see a parallel scenario with Casual/Advanced Tags in the Advanced Section. Casual tags are commonplace whilst Advanced Tags are barely non-existent whilst the opposite exists in the data for the Casual section. This may imply that GMs use these tags as a way of quantifying themselves relative to the rest of the section.[/color] - More even split of proportions between small group and large group in Advanced Section relative to Casual. - Sci-Fi more prominent than Anime/Manga for Advanced. - Top 4 genres are Fantasy, Sci-Fi, Fandom and Modern. Might apply this code for Free if OP doesn't. Anyway, thought I do this and I was both mildly surprised and expectant of the results. Sorry if OP was in the process of doing one for Advanced. [/quote] Feel free to use the code as you wish. I'm glad that someone thought that a simple project like that was worth anything. Also, it's interesting to see the conclusions you took from the advanced forum, however, the first one (marked in red) is based on the same lack of context I had when I first wrote this. To understand what's truly happening with the section tags just refer to @stone's post (quoted below). They found out what was truly happening. [quote=@stone] Yeah, I also took a look at your code (it checks out). Since it (seemingly) had no problems with the other tags, the Casual tag not showing up is definitely a Guild thing, not your program. Cheers! [/quote] Thanks again for the appreciation. I'm glad people are still having fun with this idea.