Covid19 Event Risk Planner

COVID19 risk planner R-Shiny application
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COVID19 risk planner R-Shiny application


COVID19 risk planner R-Shiny application is an R-Shiny application that requires R 3.4+, shinyserver, and several R packages. Optionally, you can deploy behind a webserver (Apache or NGINX) to act as the reverse proxy and handle SSL termination.

From Github

git clone [email protected]:appliedbinf/covid19-event-risk-planner.git 
sudo mv covid19-event-risk-planner/COVID19-Event-Risk-Planner /srv/shinyserver/COVID19-Event-Risk-Planner
# Install R and Shiny Server with your distro package manager
# See for
# Shiny Server information

Rscript -e "install.packages(c( 'shiny', 'shinythemes', \
'ggplot2', 'ggthemes', 'ggpubr', 'ggrepel', 'dplyr', \
'lubridate', 'matlab'))"


  • wget
  • coreutils
  • R 3.4+
  • Shiny
  • shinythemes
  • ggplot2
  • ggthemes
  • ggpubr
  • ggrepel
  • dplyr
  • lubridate
  • matlab (R package)

Crontab entries

We update the current data for the application every hour (with a random delay between 0-700 seconds) and the daily data every 4 hours. While we could load the data live from the API, we want the application to be functional and responsive even if the API is down/slow and it ensures we're not hammering the API if we get a spike of users. The real time daily data doesn't change often enough for this to introduce major delays in reporting.

1 * * * * perl -le 'sleep rand 700' && /srv/shinyserver/COVID19-Event-Risk-Planner/
1 */4 * * * /srv/shinyserver/COVID19-Event-Risk-Planner/

Example Apache config

<VirtualHost *:80>

Redirect permanent /


<VirtualHost *:443>
ErrorLog /var/logs/covid19risk/logs/error_log

SSLEngine on
SSLCertificateFile /etc/httpd/ssl/example.com_cert.crt
SSLCertificateKeyFile /etc/httpd/ssl/
SSLProxyEngine On
SSLProtocol all -SSLv2 -SSLv3 -TLSv1 -TLSv1.1
SSLCipherSuite HIGH:!aNULL:!MD5:!3DES
SSLHonorCipherOrder on

ProxyPreserveHost On
ProxyPass / localhost:3432/
ProxyPassReverse / localhost:3432/


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