Data
Reporting

data analysis | data visualization |
web app development

CNN Magic Wall

The data reporting behind CNN's on-air election coverage — voting data, win-margin analysis, and topical datasets spanning cost of living, health, and demographics — turned into clear, broadcast-ready visualizations.

CNN Magic Wall vote shifts visualization
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Campus Crimewatch

A reproducible web app featuring an interactive map of crime data for Stanford University and information about the Clery Act.

Campus Crimewatch Screenshot Campus Crimewatch Screenshot Campus Crimewatch Screenshot

Rooting For Equality: street tree inequity in SF

Communities facing larger housing burdens, higher populations of people of color, and lower socioeconomic status often have fewer street trees.

Rooting For Equality Screenshot

It's Hard To Breathe:
communities that are burdened by air pollution

Bay Area communities that are disproportionately burdened by air pollution.

Air Quality Screenshot

Visualizing the Drug Epidemic in San Francisco

San Francisco, a city celebrated for its vibrant and diverse cultures, has faced numerous challenges in recent years with regard to drug addiction and crime.

Visualizing the Drug Epidemic in San Francisco Screenshot