Spotify Top Hits
A regression-based analysis on Spotify's Top 200 Global Charts. (Data Cleaning with NLP, Preprocessing: Polynomial Features)
Projects
Ames Housing Data
A regression-based analysis on 80+ features (Data Munging, Regularization)
NLP: Reddit Predictions
-Classification models predicting Subreddits (Scraped Reddit's Pushshift API, NLP)
Hackathon: Restaurant Predictions
1 day Hackathon using regression-based models forecasting restaurant expansions and price predictions. (Data Munging/Missing Data)
Social Impact: Charity
A look into New York's boroughs and volunteer count. (Exploratory Data Analysis, Data Munging/Missing Data)
SAT Analysis
Analysis on SAT participation rates. (NumPy to Create Descriptive Statistics, Exploratory Data Analysis)