Data Projects

Finding answers to questions about people and places.

Are school shooting rates higher in areas where misogynist search topics are trending?

School Shootings and the Manosphere

96% of school shooting perpetrators are male. I looked for a spatial correlation between Google search interest in Manosphere-related topics and areas with higher rates of school shootings.
The answer: it's complicated. I found an anti-correlation.

ArcGISRRawgraphsGoogle TrendsUS CensusK-12SSDB
New York Foundation Grantee Impact Posters

New York Foundation

A commission to design a set of posters that communicate the demographics of New York Foundation grantees and the impact of their community organizing work in the city. I collaborated with designer and friend, Alice Viggiani, to create three posters to display in the NYF office.

FigmaIllustratorRawgraphsArcGISNYF Grantee Demographics
Rural distribution of Chinese Restaurants across the country

Every Chinese Restaurant in North America

Chinese food is ubiquitous in the US. It's estimated that 90% of the American population has tried Chinese food, and more than half eat it on a regular basis. How is this possible when Chinese people are only 1.6% of the US population?

PythonArcGISObservableDeck.glMapboxFoursquare OS PlacesUS CensusNCES
Training an LLM on what it means to be a man

Masculinity Bot

I made a generative art bot to tell me what masculinity is by fine-tuning GPT-2 on 8,000 articles scraped from GQ magazine.

PythonScrapySpaCyGPT-2Hugging Face TransformersGQUnsplash API
The poopiest public swimming pools in NYC

Are larger pools more likely to experience closures?

I looked for predictors of pool closures at public swimming pools

PythonChart.jsNYC Open Data
Sentiment analysis on the faces and transcripts from the Netflix show

I Think You Should Leave

Can machine learning models understand cringe comedy? I sat down with a bunch of machine learning models and re-watched all 3 seasons of one of my favourite TV shows: I Think You Should Leave with Tim Robinson.

PythonNLPHuggingface TransformersNetflixITYSLDB

Let’s work together

I'm currently open to new projects and opportunities.