Shiny Apps

Posit's Shiny package was my introduction to web development. It enables you to easily turn R code into interactive web applications.

Here are a couple of my apps that you can try today:

A screenshot of a clean, modern app UI. There is a sidebar where you can select a ski resort you like and then get recommendations in the form of a table, map and Radar Chart.

New England Ski Resort Recommender

pick a ski resort that you like, get recommendations (using a k-means clustering model)

Screenshot of an app that lets users choose between several maps of Northern New England. The map showing displays % change in income for each country subdivision.

Northern New England Income and Housing data explorer

Web maps with 'Leaflet' and ggplot2 to visualize how ACS data has changed over 10 years for household income and home value in New Hampshire, Vermont, and Maine. The data displayed is at the "county subdivision" level, aka what we calls "towns" or cities in New England.

Screenshot of an app UI showing a sidebar that controls which variables are used for a scatter plot in the central part of the screen. The app is titled

2016 Presidential Election County Plotter

I made this app to plot a dataset that combined ACS (American Community Survey) data with county-level data about voting in the 2016 presidential election. This was probably my first app to start exploring the political and socioeconomic make up of American communities