This post is a start to finish descriptive analysis of high speed internet access in Kentucky, including tables, graphs, and maps. All of the detail of cleaning the data and iterating while exploring the data is included. This makes for a rather lengthy post, but it also makes it relatively unique in including all of those steps. We go through five attempts at making a table of high speed internet before finally getting it right! There’s quite a bit of cleaning work and then also a detour into calculating standard errors via bootstrap so we can correctly display uncertainty in our visuals.Read more
This site is meant to be helpful for people interested in learning more about data science. It’s a mix of technical posts about how to do analysis and more reflective posts on how data science is impacting society. I hope you’ll take a look around and reach out with any thoughts or questions.