Heroes vs Villains
Interactive Dashboard
This dashboard invites the user to explore traits of Marvel and DC comic book characters. Areas that can be explored are eye color, hair color, gender, race, alignment, and publisher.
Good vs Evil: Monsters of D&D
Tableau Dashboard
This dashboard explores the stats of monsters from the popular table-top roleplaying game, Dungeons and Dragons. I compare the stats of "Good" monsters and "Evil" monsters.
Analyzing Relationships
Machine Learning
This project involves exploring a dataset on romantic relationships with machine learning and sharing the insights with interactive visualizations. (This was the capstone project for my M.S. program.)
NBA Player Stats
Interactive Dashboard
This series of three interactive visualizations allows the audience to explore NBA stats by selecting specific players, teams, and areas of comparison.
Pokemon Classification & Regression
Machine Learning
I analyzed models for classifying Dragon-type Pokémon and compared regression models for predicting HP stat. I also used some unsupervised methods with PCA dimensionality reduction.
Zillow's Austin House Prices
Tableau Dashboard
This dashboard explores how different structures of a house may affect the price. Users can also examine how prices vary across ZIP codes in Austin, Texas.
Texas House Price Prediction
Machine Learning
I conducted regression to predict housing prices in Austin, Texas.
Top 1000 Reddit WritingPrompts
NLP and Visualization
I scraped the top 1000 writing prompts from Reddit to conduct text analysis and explore what topics and sentiments Redditors prefer in their writing prompts. I visualized and explained my analysis with D3.js visualizations on a mobile & desktop responsive website.