Visual Analytics

  Oh boy this was a bit of a pain, I wasn't sure at all how certain lines were setup and had to use chat gpt to learn how to run -pip files and get all the extensions added. Once that was done that code was trying to save things in appdata so I had to research how to change the directory where things were stored in order to obtain this image. I think having some form of knowledge about this now and the purpose social networking visualizations can have, I could see myself using this in the future. I would have to look up exactly how to reformat it however as I don't think this process will remain in my mind. 

  Marginal histogram scatterplot

 This week was several different methods of using GGplot to get visuals. Personally I like the colored bar chart but each has its purpose. The patterns each show allow someone at a glance to be able to clearly see what the data represents. Colors when properly used can highlight key information and the heights of lines and bars can indicate volume and facilitate comparisons between data points.