This dashboard provides an overview of the COVID-19 (2019-nCoV) epidemic. This dashboard was built with R using Rmarkdown and the Flexdashboard package.
The source of data for this dashboard is from the R package coronavirus. With the raw data pulled from the COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University
This dashboard updates daily through the Github Actions workflow running a docker image I built. You can find the yaml file here and the docker image here
- Dashboard interface -
flexdashboard
- Visualization -
plotly
,RColorBrewer
,ggplot2
- Data Import -
data.table
- Data manipulation -
dplyr
,tidyr
,purrr
,forcats
- Mapping -
leaflet
,leafpop
- Strings -
glue
- Data Source -
coronavirus
- Data display -
DT
- Dates -
lubridate
- Scales -
scales
- learn how to dockerize dashboard for github actions to run image with rocker
- figure out how to rebuild docker image if I decide to add more packages. Rebuild new one or is there another way? may be useful
- Add vaccination data into dashboard with reactable
- Learn D3 and add r2d3 visualizations to dashboard
- experiment with dygraphs article
- Add news section to dashboard for latest news