Level Countries US States US Counties

Country of Interest US Algeria Argentina Armenia Australia Austria Bahrain Belgium Brazil Bulgaria Canada Chile China Colombia Costa Rica Croatia Czechia Denmark Dominican Republic Ecuador Egypt Estonia Finland France Germany Greece Hungary Iceland India Indonesia Iran Iraq Ireland Israel Italy Japan Korea, South Kuwait Latvia Lebanon Luxembourg Malaysia Mexico Netherlands Norway Pakistan Panama Peru Philippines Poland Portugal Qatar Romania Russia San Marino Saudi Arabia Serbia Singapore Slovakia Slovenia South Africa Spain Sweden Switzerland Taiwan* Thailand Turkey United Arab Emirates United Kingdom Uruguay

Case data are based on the latest information from the following repository: Johns Hopkins Center for System Science and Engineering

Population data for incidence are based on World Bank data available here: Population by Country

Case data are updated by JHCSSE approximately once daily around 5:00 pm PDT. These visualizations are provided for informational purposes only. Missing, inconsistent or unexpected values typically are due to irregularities in reporting by jurisdictions.

State of Interest California Alaska Alabama Arkansas Arizona Colorado Connecticut District Of Columbia Delaware Florida Georgia Hawaii Iowa Idaho Illinois Indiana Kansas Kentucky Louisiana Massachusetts Maryland Maine Michigan Minnesota Missouri Mississippi Montana North Carolina North Dakota Nebraska New Hampshire New Jersey New Mexico Nevada New York Ohio Oklahoma Oregon Pennsylvania Puerto Rico Rhode Island South Carolina South Dakota Tennessee Texas Utah Virginia Vermont Washington Wisconsin West Virginia Wyoming

Data on cases, deaths, and testing for states are updated constantly from the following API: The COVID Tracking Project

and data and limitations are described here: Data and Annotations

Population data for incidence are based on data from Wikipedia and made available here: https://github.com/Koellewe/us-states-pop-2017

These visualizations are provided for informational purposes only. Missing, inconsistent or unexpected values typically are due to irregularities in reporting by jurisdictions.



Data on cases and deaths for counties are updated constantly from the archive maintained by the New York Times: NYT Github Repository

Data are described here: Data Description

These visualizations are provided for informational purposes only. Missing, inconsistent or unexpected values typically are due to irregularities in reporting by jurisdictions.



This app was developed by the CalSurv team at the UC Davis School of Veterinary Medicine

C AL S URV

Authors: Chris Barker & Jody Simpson