A little bit about me:
I’m a data scientist and professor with an interest in how data science impacts people in their day to day lives. I work as a data science manager at Brown-Forman, I teach an AI and Ethics class at the University of Louisville and a Public Policy class at the University of Kentucky.
The Blog
How to Use Census Microdata to Analyze High Speed Internet in Kentucky
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.
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Introduction
