I create data visualizations using R and Adobe Illustrator. Code for select projects available on github.

breakthrough vaccination covid hospitalization

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Simplified simulation illustrating how the percent of hospitalizations who have been vaccinated will increase as more people in the community are vaccinated, even if vaccine efficacy remains constant. Made with R using gganimate and ggplot2.

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COVID deaths and vaccinations in the United States. Data from ourworldindata.org. Made with R using gganimate and ggplot2. Code available here

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Daily high temperature in Seattle, Washington from 1945-2021 visualizing usually high temperatures late June 2021 (red). Data from mrcc.illinois.edu/CLIMATE. Made with R using gganimate and ggplot2.

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COVID vaccination rates by state. Data from ourworldindata.org. Made with R using rayshader and ggplot.

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Number of measles reported cases in the US before and after introduction of the first measles vaccine. Data estimated from historical data provided by the History of Vaccines. Made with R packages ggplot, ggpomological, gganimate, and magick.

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CDC data on weekly deaths from pneumonia, influenza, and (post-2020), COVID before and after the beginning of the COVID pandemic, demonstrating a clear escalation in deaths with the onset of the pandemic. Data source: CDC. Made with R packages ggplot, gganimate, and magick.

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Total COVID-19 cases in South Korea, Italy, and USA in early March 2020. Data from covid2019.app. Made with R packages ggplot, ggrepel, gganimate, and magick. Code for county-level COVID visualizations available here.

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Race/Ethnicity of Genome-Wide Association Study (GWAS) Participants compared to USA and World Populations; graphic originally published here. GWAS and world population data estimated from Figure 1 of Martin et al., Nature Genetics, 2019; USA population data is from here.

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Illustration visualizing projected surge of COVID hospitalizations if social distancing measures had not been enacted in March 2020. Visualization parameters are described at the bottom of the plot. Model data generated in R; visualization made with R packages ggplot, gganimate, and magick.

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Tidy Tuesday data visualization plotting the NYC squirrel census. Data available here. Made with R using ggmap and rayshader. Code available here.