William ButlerinTowards Data ScienceExploring, visualizing, and modeling the Minnesota Vikings offenseAfter a brief search, I acquired play-by-play data for the entire 2018 season from NFL savant. Since I’m a Minnesota fan at heart, I…Jan 29, 2019Jan 29, 2019
William ButlerinTowards Data ScienceMachine learning with the “diabetes” data set in RInspired by Susan Li’s article on applying basic machine learning techniques in Python, I decided to implement the same techniques in R…Jan 17, 20191Jan 17, 20191
William ButlerinTowards Data ScienceA quick dip in Presidential rhetoric, or a permanent plunge?A linguistic analysis of over 130,000 Presidential document transcriptsNov 1, 2018Nov 1, 2018
William ButlerinTowards Data ScienceLittle boxes on the radio: Does modern pop music all sound just the same?An analysis of Billboard Hot 100 songs from 1965 to 2015Oct 16, 20182Oct 16, 20182
William ButlerinTowards Data ScienceData science and hitters in baseballApplying unsupervised learning techniques to baseball’s modern hittersOct 5, 2018Oct 5, 2018