Access to Care

The following are a set of multiple types of artifacts published to Connect. They share or build on the same base analysis. Their purpose is to demonstrate how each type of asset can showcase an aspect of the analysis. The idea is to enable you to reach your audiences more effectively and efficiently.

Background: This project combines US CENSUS population data with hospital data provided by Medicare. A linear model is used to determine if a county is over or under served.The source code and data for all of the assets can be found in our Access to Care GitHub repo.

Dashboard

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: shiny, flexdashboard, leaflet, ggplot2, DT

R Markdown HTML report

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Includes a custom email version when requested via Connect:

Built with: rmarkdown, leaflet, DT, ggplot2, blastula, formattable

R Markdown PDF report

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: rmarkdown, leaflet, DT, webshot, kabble

R Notebook

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: rmarkdown, tidyverse, fs

Jupyter Notebook

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: jupyter notebooks, plumber

REST API

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: plumber

Presentation

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: rmarkdown, xaringan, ggplot2

PowerPoint deck

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: rmarkdown, ggplot2

PowerPoint deck by State

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: rmarkdown, ggplot2

Pinned Datasets

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: pins

Pinned models

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: pins

Data preparation script

• See the code on GitHub
• The deployed content on Connect | Dashboard view (login required)

Built with: rmarkdown

Plots

• See the code on GitHub
• Coverage Map
• Hospital Locations (Leaflet)

Built with: ggplot2, leaflet, htmlwidgets