Python Projects

Genre Prediction

• Pulled lyric data from Genuis API for 5 Genres
• Cleaned and vectorized lyrics for NLP analysis
• Predicted song genre based on lyrics
• Analyzed accuracy and performed principle component analysis on ideal number of clusters

Arrests Analysis

• Created repeatable query to be automated on a remote server to store data in a Mysql server
• Queried data from created database into Python for analysis
• Performed comprehensivne one and two factor analyses

Amazon Book Analysis

• Determined which attributes most impact book price
• Wrote personalized functions to apply textbook statistical tests
• Performed multiple linear regression on Amazon Price

Titanic Survival Analysis

• Predicted characteristics of groups of people that were more likely to survive the titanic disaster
• Created predictive model for individuals using logistic regression