Repository containing a series of projects as part of my data science portfolio. Titles are links to my blog.
An analysis on public schools in NYC. Data is from Kaggle
A brief machine learning exercise using basketball stats to predict individual win shares of NBA players. Data used for this analysis is from Basketball Reference.
A quick walk through to scraping HTML documents in order to create your own data sets. Data used for this analysis is from Basketball Reference.
Are modern day basketball players better than players from the 1980s? 1990s? This analysis takes a look at some of the best NBA draft classes, and determines which draft produced the best players. Data used for this analysis is from Basketball Reference.
An in-depth analysis on whether MLB players during the Steroid Era (1990s) were significantly better than players during today's game. Data is from Sean Lahman's baseball database.