"As we collect more and more personally and socially relevant data, we have an opportunity, and maybe even an obligation, to maintain [our] humanity and tell some amazing stories."Aaron Koblin. Some of my work excluded from below for privacy / contractual reasons.
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SF Food Sim
Simulation of food access in San Francisco
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Satisfaction in Tech
What are the happiest jobs in tech? A data science-based investigation.
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COVID Unemployment
Inequality and the Occupations with the Deepest Unemployment
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MCMC Slime Mold
HTML5 canvas / JavaScript model of slime mold and how it creates awesome optimized networks.
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Everyday Health NLP
Natural language processing on social media to understand everday health during COVID.
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Work Visa Analysis
Why cutting work visas will not solve COVID unemployment
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US Bachelors Degrees by Gender and Ethnicity
Visualization of US bachelor's degrees by gender and ethnic diversity. Browser-based written in d3.js.
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SF Airbnb Analysis
How does Airbnb impact housing in San Francisco? Analysis and data.
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Podcast Anthropology
Visualization of podcast history and topics. Browser-based written in p5js.
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TED Visualization
Visualization of how ideas are interconnected as demonstrated by the TED conference. Browser-based written in d3.js.
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User Centered Machine Learning
Modeling and visualization techniques for addressing bias in machine learning, taking steps towards more inclusive data science.
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Ant-inspired Resource Gathering Simulation
HTML5 canvas / JavaScript model of ant behavior as a self-optimizing resource gathering network.
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Economic Health and Political Balance
Visualization of US economic health and balance of power from 1959 to 2011. Static image.
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Analyze Boulder Census
Interactive visualization of the Analyze Boulder Census. In-browser / web-based application.
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Colorado Income and Population through Public Transit
Where Colorado public transit goes, who uses it, access to mobility, distribution of population, and income levels throughout the state. d3.js web-based visualization.
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Data of the United Kingdom - Marriages and Civil Partnerships
Visualization and analysis of UK Marriage and Civil Partnership statistics. Browser-based (d3.js) with commentary. (prerelease)
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TED Visualization (old)
Published visualization of the history of the TED conference. Desktop App.
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CU Language Project / Undergraduate Thesis
Cross-disciplinary undergraduate thesis on Techniques for Interactive Visual Exploration of Dynamic Linguistic Networks.
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ScotBot
Grader bias neutralization algorithm.
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TRACER Analysis
Identity clustering (SVM) analysis of Colorado political campaign data.
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Hexagonal Population Game
HTML5 canvas / JavaScript hexagonal population variant on Conway's Game of Life.
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FCQ Visualization
Visualization of the Faculty Course Questionnaire dataset from the University of Colorado at Boulder.
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Contracting Hours Visualization
Visualizing almost a year of contracting.
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UCB CS FCQ History
Visualization of the history of FCQ results from the CS dept. at CU Boulder.