Shiny Apps
Interactive applications from my R programming and analytical work. These earlier projects explore spatial data, health metrics, and language models.
Apps open in a separate tab and may take a moment to start. The previews show their initial screens; older applications may rely on services or packages that have changed since development.
Explore the apps

2023 · R Shiny example
Oregon Frogs
An interactive spatial application exploring Oregon spotted frog observations through habitat and scenario filters.

2023 · Historical data
Pathogens 2019
An interactive application for exploring pathogen-related data for 2019. This is a historical analytical example.

2023 · Language modelling
Word Prediction
Enter a phrase and request a predicted next word. An earlier natural-language modelling project developed in R.
Historical applications
These projects document earlier analytical work. They should not be used as a source of current public health information.
- COVID-19 Dashboard (2020): open the historical app ↗. Data currency and current functionality have not been verified.
- COVID-19 Analytics (2020) — archived.
- Italy COVID-19 Map (2021) — archived.
- Corporate Reputation (2022) — archived.
- Dynamic Panel Example (2021) — archived.
- Random (2020) — archived.
Archived applications are listed as part of the development record and have no launch button.