Data in Motion
COVID-19 Data in Motion
A 60-second, daily summary of the most important data on COVID-19 in the U.S., updated every morning.
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Expert Insight
There is insufficient data on how the pandemic has affected students, and even when those data are available, they often are released too late to help policymakers. The key to improving equity for all students is having real-time, interconnected data streams available to educators and administrators at all levels.
Testing Trends Tool
State Timeline
A look at how social distancing measures may have influenced trends in COVID-19 cases and deaths
Understand timelines, safety, and development for COVID-19 vaccines.
Providing an archive for the data patterns we noticed throughout the COVID crisis
Pandemic Data Outlook
Due to the evolving and challenging pandemic data landscape and persisting incomplete data streams, the Coronavirus Resource Center has redefined and expanded how it calculates COVID-19 positivity for U.S. states. This effort is required due to the lack of federal standards and a perplexing testing data environment.
Expert Insight
Experts across fields have been frustrated trying to figure out how best to build and estimate models of behavior and disease spread throughout the pandemic. Increased communication and collaboration on data collection and analysis is perhaps the best way to address this issue and produce better forecasts and policy.
Pandemic Data Outlook
In the United States, non-resident data on COVID-19 cases, tests, and vaccines are not regulated in any way. The absence of governance leads to states presenting data in any format or disregarding it altogether despite the capacity of this data to have major impacts on trends and rates, especially during periods of frequent travel.
Providing public access to COVID-19 testing data, resources, and expert analysis
Testing tracker
A state-by-state comparison.
Testing tracker
A state-level look at weekly changes in testing rates.
Testing tracker
See which states meet or exceed test positivity rates recommended by the World Health Organization.
Resources and Expert Guidance for Tracing the COVID-19 Pandemic
news | February 24, 2021
Six months after the arrival of the first COVID-19-warning smartphone apps built on a privacy-preserving framework from Apple and Google, they remain yet another coronavirus pandemic scarcity.
resource | November 25, 2020
Contact tracing courses, metrics and tools from the Bloomberg School of Public Health.
resource | November 25, 2020
An interactive tool that supplements the Measuring and Maximizing Impact of COVID-19 Contact Tracing Coursera course. This tool can be used to estimate the impact of a contact tracing program on transmission and strategize how to increase it.
news | December 21, 2021
President Biden laid out a plan Tuesday to tackle the new threat of increasing COVID-19 cases across the U.S. that is largely due to Omicron quickly becoming the dominant variant.
news | December 20, 2021
In all likelihood, the shorter the incubation period, the faster someone becomes contagious—and the quicker an outbreak spreads.