Visualizations

I primarily use R (ggplot2 and related packages) for the creation of visualizations, particularly drafting them prior to creating interactive versions. This ensures the visualization has a clear takeaway and that I can easily make transformations and changes to data. Then, I'll use Datawrapper, Flourish, or another interactive tool depending on where the visualization will be hosted, what styling capabilities I want, and other preferences.

Here are some examples of visualizations I've made for various purposes and audiences over the past few years.

Gender composition of Switzerland's legislature.

May 2026

Parliament chart showing the gender composition of Switzerland's legislature created using ggparliament and R.

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Arsenal's win percentage over the past 4 Premier League seasons

May 2026

An interactive area chart with small multiples with hovers to show exact values over time, built using d3.js.

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Average difference in GF vs normal grocery prices

September 2025

Range plot created using Datawrapper and data I collected from different grocery store websites.

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Distribution of opioid settlement expenditures

April 2025

Pie chart created using R and Shiny pulling data dynamically from a Google Sheet as it is updated.

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How Switzerland stacks up to Western Europe in descriptive representation in parliament

May 2026

A bar chart created using data from the IPU, Shiny, and R.

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Attacks against human rights defenders by category and region

April 2026

A dot plot for OHCHR's 2026 edition of Human Rights Count implemented using Flourish.

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US women's national football team shot map

May 2025

A shot map built in R using data from StatsBomb. On Shiny App, allows users to choose different matches.

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Civilian casualties in Haiti

December 2024

A map built in Leaflet using data from ACLED. On Shiny App, allows users to filter by year of incidents and victim type.

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"Scrolly" map of a national parks roadtrip

May 2026

An interactive scrolly map visualization that advances the map as a user scrolls to see different images and explanations of locations, built using Adobe Illustrator, gsap, and Typescript.

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Finding the best gluten-free chocolate chip cookie recipe

September 2025

Pictogram jitter plot created using Flourish tracking how my family rates different recipes I've tried.

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Mapping nearest neighbors for Texas school districts

April 2025

A map showing where school districts that are most similar to your school district are located, created using Leaflet in Python.

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Availability of OTC naloxone in Houston, Texas

February 2024

A choropleth map built in R using Houston zip codes

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