PORTFOLIO
Forecasting:
That’s Showbiz, Kid
Let’s take a look at Broadway’s weekly gross data and qualitative features of each production to see if we can predict which shows will succeed!
Classification:
Rules of Attrition
Can we curb rates of attrition by measuring engagement, trajectory, and other workplace features? Let’s use partitioning algorithms to find out.
Regression:
Music by Feature
An exercise in web scraping and regression modeling in an attempt to answer the question “what do we love about the music we love?”
Data Analysis:
MTA Turnstiles
What can America’s busiest train system can tell us about canvassing?
Natural Language Processing:
Will Power
William Shakespeare wrote 154 sonnets on life, death, love, and loss. Using NLP and clustering, can we identify the threads that stitch this literary quilt?