A simple page with links to
resources I find useful for finding and understanding COVID-19
information. If you have any suggestions let me know @CyrusShahpar or on LinkedIn. Thanks!
Last updated November 23, 2020 Yellow = Recent update
Disease spread, trends, mortality
- Global
- European CDC global
update – daily cases and deaths by county, charts and table
- Resolve to Save Lives Dashboard
– country-specific data on disease and public health measures
- Endcoronavirus.org – country epi
curves
- Great data visuals to explore - Our world in Data – can
download the data and use charts!
- Reproduction number (Ro, Rt) estimates: LSHTM, Rtlive (US-focused), Hong Kong, Covid-19 projections, CHOP
- Serosurvey estimates by country - SeroTracker
- Hub with COVID-19 data links - Erin Sanders
- Africa
- United
States
- Resolve essential
indicators – a subset of the ones available, by state
- NY Times –
state specific epi curves and map
- Johns
Hopkins – cases by county,
testing tracker
- CDC
– data tracker dashboard,
COVID-View weekly
summary County data!
- Seroprevalence surveys - CDC
- HHS
– HHS Protect –
hospitalization data, healthdata.gov covid-19
datasets
- Hospital data by state, county, facility, and models Torch Insights
- APM
US deaths by race in
including disproportionate mortality
- US
testing and other data - Covidtrackingproject – also by state
- US
state key indicator side by side - Peter Walker
- Current infections/nowcasting - YYG
- US weekly forecasts - Reich Lab
- COVID Pandemic Navigator - Oliver Wyman
- Mobility and county-data - UMD – over 30 indicators you can explore
- Test positivity by county - CHOP
- Test positivity by county- CMS
- HRSA testing data
- Food system outbreaks
- Governor's report - faithful recreation of weekly report from White House to each governor
- COVID-19 in schools - National Education Association
- To compare where countries stand now via a world map, use Our World in Data
- For graphs showing U.S. historical metrics, use COVID Charts (utilizes data from COVID Tracking Project)
- State-level data
- To determine how well states are doing use COVID Exit Strategy (color coded maps and dashboards)
- To compare states on daily cases and people currently hospitalized, use COVID Tracking Project
- To compare state testing intensity, use Politico (U.S. map and state line graphs)
- County-level data
- To view a U.S. map with state- and county-level data, use this New York Times page (cases and deaths, no total tests)
- To examine individual states’ counties at a time, use this New York Times page (cases and deaths, no total tests)
- To see how well counties are doing (color-coded risk levels based on key indicators), use COVID Act Now (click on a state to view its counties)
- Race data
- To view race/ethnicity data by state, use COVID Tracking Project (no map or dashboard)
- Long-term care data:
- To view long-term care data by state, use COVID Tracking Project (map)
- Miscellaneous charts
- To see additional charts, visit COVID Tracking Project
- Excess mortality
- European mortality monitoring (excess
deaths) EuroMOMO
- Excess deaths around the world – Economist mortality
tracker
- Excess deaths (updated frequently) - Financial Times
- Excess deaths in the United States – CDC
Contact tracing data in the US
- Hawaii
- King County, WA
- Maryland
- New Mexico
- Oregon – see active
monitoring tab
- New Jersey
- New York City
- San Francisco
- Virginia
- Washington DC – including cases from quarantined contacts
How are we doing?
- CovidExitStrategy – easy to see
all the important indicators for the US (we work with them!)
- CovidActNow – another site with
county data
- Globalepidemics.org – county data in US
- COVID-19 projections – A great site for seeing
what might be coming, adding more places every week including other
countries and US counties
- TestandTrace- US Testing and Contact
Tracing
- Masks4all – mask information
Vaccines, Treatments, Clinical Care
- NYT Covid Vaccine Tracker - where are we on vaccine development?
- NYT Drug and Treatment Tracker - where are we on treatments?
- STAT News Vaccine Tracker
- Milken Institute Vaccine Tracker
- Bio.org Therapeutic Development Tracker
- Regulatory Affairs Professionals Society Vaccine Tracker
- COVID Protocols - Repository of expert clinical guidelines
Latest Science
- RTSL Weekly Science
Review – highlights of the week all in one place
- Oxford Evidence Service – running list of questions
- CDC Science Updates - reviews COVID-19 articles
Calculators
- RTSL resources
– includes a wealth of information
- RTSL public health and
social measures simulator
- RTSL estimating excess
mortality calculator
- RTSL case/prevalence
calculator - how many cases are out there? based on deaths and
accounting for age distribution and lag in deaths
- List of many clinical calculators from MDCalc – not an endorsement just a link
COVID- Risk Alert
Levels
- Resolve / Vital Strategies guidance - what is an alert-level system and why might I want one?
Global
United States
States
Counties/Cities- Austin, TX
- Dallas, TX
- Houston, TX
- Humboldt County, CA
- Shasta County, CA
- Los Angeles, CA
- Trinity County, CA
- Panhandle Public Health District, NE
- Reno County, KS - click alerts tab
10. Test turnaround time
15. Mask Use
- Hawaii - by county
- Philadelphia - by retail/outdoor
- Utah - two methods
US State Data
Dashboards – links here
Fantastic list of resources! Here's another: Outbreak.info is an open source tool built by Scripps Research that standardizes and aggregates COVID-19 data. The interface aggregates journal articles, preprints, datasets, clinical trials, protocols, and other resources in one place, standardizing metadata and applying NLP to make these sources searchable and more accessible. The interactive data dashboards allow for quick comparison of countries, states, counties, and metro areas, and includes an API and R Package for researchers who want to access all of the raw data: https://outbreak.info/
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