Example: Access to Care#
The following are a set of multiple types of artifacts published to RStudio 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#
In RStudio Connect: .../access-to-care/dashboard/
Built with: shiny, flexdashboard, leaflet, ggplot2, DT
R Markdown HTML report#
In RStudio Connect: .../access-to-care/report/
Includes a custom email version when requested via RStudio Connect:
Built with: rmarkdown, leaflet, DT, ggplot2, blastula, formattable
R Markdown PDF report#
In RStudio Connect: .../access-to-care/pdf/
Built with: rmarkdown, leaflet, DT, webshot, kabble
R Notebook#
In RStudio Connect: .../access-to-care/notebook/
Built with: rmarkdown, tidyverse, fs
Jupyter Notebook#
In RStudio Connect: .../access-to-care/jupyter/
Built with: jupyter notebooks, plumber
REST API#
In RStudio Connect: .../access-to-care/api/
Built with: plumber
Presentation#
In RStudio Connect: .../access-to-care/presentation/
Built with: rmarkdown, xaringan, ggplot2
PowerPoint deck#
In RStudio Connect: .../access-to-care/powerpoint/
Built with: rmarkdown, ggplot2
PowerPoint deck by State#
In RStudio Connect: .../access-to-care/ppt-state/
Built with: rmarkdown, ggplot2
Pinned Datasets#
In RStudio Connect:
Built with: pins
Pinned models#
In RStudio Connect: Linear model
Built with: pins
Data preparation script#
In RStudio Connect: .../access-to-care/data-preparation/
Built with: rmarkdown
Tensorflow model#
In RStudio Connect: Keras/Tensorflow model
Built with: keras, tensorflow
Plots#
In RStudio Connect:
Built with: ggplot2, leaflet, htmlwidgets