All Data is Dirty: Subjective Data, Likert Scales, and More

One of the things I like to point out in my Launching a Data Science Project talk is that all data is, by its nature, dirty. I figured I could get into that a little bit here and explain why. I'll pick a few common problems and cover why each is intractable. Subjective Data Lacks…