White House Gender Pay Gap

Trump Angry


The Beatles

With all of their songs being available now on streaming services I thought I would analyze some data about one of the greatest bands of all time: The Beatles. This visualization looks at their career including their albums, hit songs, and lyrics from 1964 to 1970.


NFL Play Call Dashboard

With the Super Bowl this weekend I put together this play-call recommendation dashboard. It is based on play data from the season for Carolina and Denver.

A team selects their opponent and whether that opponent is on offense or defense. If the opponent is on offense it returns the probability they will pass or run given the selected scenario (down, distance, score) and where on the field the play is typically directed. If the opponent is on defense it recommends where your team should run or pass the ball based on yards allowed in that scenario.





The NFL now uses Microsoft Surface's on the sidelines to view photos. I wonder if teams are permitted to use something like this to inform play calling. I am sure Aaron Rodgers would appreciate it. 


Star Wars Sentiment Analysis

In this visualization I pulled dialogue data from Star Wars Episode I: New Hope and analyzed the sentiment over the course of the film. I also plotted the characters and locations relative to those sentiments. The primary visualization is a radial plot.