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