

As of early 2021, we estimate the true number of infected individuals in the US to be roughly 2-4x higher than the reported cases (25-50% detection rate). Our infections estimates include all infected individuals of the SARS-CoV-2 virus, not just those that took a COVID-19 test and tested positive. Infection-to-Case Ratio (as of Mar 7): 2.6 (38% detection rate) Newly Infected (as of Feb 21): 152,000 / dayĬurrently Infected (as of Feb 21): 1 in 140Īdjusted Positivity Rate (as of Mar 7): 4.0% Newly Vaccinated (as of Mar 7): 1,309,000 / day More details | Detailed methodology Last Updated: Monday, Ma(1am ET) Thank you for your support over the past year. Follow on Twitter for continued COVID-19 insights. Read Youyang Gu’s One Year Later blog post for a detailed explanation and for a list of alternate resources.

#EMORY METHOD MAP PROJECTIONS UPDATE#

May 25, 2021: Is containing COVID-19 a requirement for preserving the economy? Our latest analysis suggests: probably not.June 22, 2021: See our thread on the single best predictor of total COVID-19 deaths by state: income inequality.This calculator estimates the true proportion of a population that have immunity against COVID-19, factoring both immunity from vaccination and natural infection. June 24, 2021: See our new COVID-19 Population Immunity Calculator.July 1, 2021: See the accuracy of our vaccinations projections 4 months later.See our calculations based on LA County data. October, 2021: We believe the current vaccine efficacy is currently around 50-60% against symptomatic infection.For our historical maps, including county-level views, visit the Maps page.įor regular updates and insights, follow Youyang Gu on Twitter: October 1, 2021: See Youyang’s latest blog post on the role of inequality in Covid outcomes. Visit our About page to learn more about the different models. For vaccination projections in early 2021, see our Path to Normality page. We have estimates for all US states and all 3,000+ US counties.

We present a new, simple nowcasting model that estimates true infections in the US. To learn more about Youyang’s current work on Covid inequality, click here. COVID-19 Projections Using Machine Learning | We use artificial intelligence to accurately forecast infections, deaths, and recovery timelines of the COVID-19 / coronavirus pandemic in the US and globally COVID-19 Projections Using Machine Learning We use artificial intelligence to accurately forecast infections, deaths, and recovery timelines of the COVID-19 / coronavirus pandemic in the US and globally Home About Path to Normality Twitter Threads Infections Estimates Maps Site Map Contact Donate Announcement: We made our last daily update on Ma( blog post).
