PMC COVID-19 Forecast, Week of Feb 26, 2024
1 of 5 🧵
Forecast for the next month
Over the next month, we should see transmission fall from 790,000 infections/day toward more like a range of 200,000-450,000 infections per day, depending on better or worse scenarios.
That's "good" news in the relative sense for those putting off medical appointments the past 6 months, though still extremely high transmission in any objective sense.
See the online report for details on the models.
Surge in Context
At this point in the surge, it is clear that the peak transmission day was around December 27 (1.92 million/day), and the midpoint of “surging” infections (>1 million/day) was around January 9.
We are estimated to have had 85 total days with >1 million infections per day (November 28 through February 20) during the surge, though these numbers may still fluctuate with corrections the next few weeks.
The low-point leading into the surge was October 18 at 547,000 infections/day. Infections have been at “wave” levels (>500,000 infections/day or higher) since the onset of the late summer wave surpassed that milestone on July 27. We are estimated to dip below 500,000 infections/day around March 6.
This is very unfortunate timing because the medical facilities that enacted universal masking may end policies on March 1. Many were hoping for a period of lower transmission before such policies ended. As of today, the estimated low point for transmission is March 27 (348,000 infections/day), but the level and date are subject to much uncertainty.
PMC COVID-19 Forecast, Week of Feb 26, 2024
2 of 5 🧵
Current State of the Pandemic
🔹73 million infections in the U.S. in 2024 (so far)
🔹790,000 daily infections
🔹1.66% (1 in 60) actively infectious
🔹40,000+ resulting #LongCOVID cases/day
Deeper Dive
Transmission is finally starting to decline again, and expect major declines the next four week.
U.S. wastewater levels indicate that COVID transmission is higher than during 58.4% of the days of the pandemic (down from 85.9% a week ago). Transmission is lower than 41.6% of the pandemic.
As we noted the past two weeks, we believed the post-peak hill was itself peaking on around February 7th and that last week’s slightly higher values might get retroactively corrected downward. That was, in fact, the case (the peak was the 7th), and transmission has fallen further since.
We are still at very high “wave” levels, but no longer “surging” at over a million infections/day. The big picture remains very bad, but this is good news for people putting off medical appointments for months.
PMC COVID-19 Forecast, Week of Feb 26, 2024
3 of 5 🧵
Risks in Group Settings
Although transmission is falling, it's easy to get distracted by the relative changes and ignore that the absolute risk remains high, especially in large groups with limited or no mitigation.
In a group of 10, there's a 15% at least one person is actively infectious. In a group of 30, it's a 40% chance, and so forth. Almost nobody would take those chances of a serious illness if informed and capable of grappling with the seriousness of that risk without becoming defensive. Unfortunately, a lot of institutions are pushing minimizer narratives if not directly forcing students and workers into more dangerous settings.
PMC COVID-19 Forecast, Week of Feb 26, 2024
4 of 5 🧵
International Comparisons
The percentage of the U.S. actively infectious (1.7%) is very much in line with recent high-quality estimates for Canada (2.1%) and the U.K. (1.5%).
All three countries are following a similar pattern, though Canada and the U.K. appear to have peaked earlier, and are likely seeing earlier declines in transmission. Note that their numbers are marginally more delayed.
PMC COVID-19 Forecast, Week of Feb 26, 2024
5 of 5 🧵
Here is the full PMC Dashboard. You can also read the report online at
Please share anything you like across platforms. Never a need to ask permission. 🙏pmc19.com/data
• • •
Missing some Tweet in this thread? You can try to
force a refresh
🌍Want to track COVID transmission accurately worldwide?
This PMC thread walks you through leading dashboards with information more up to date than WHO & EU directories.
🧵 1/
The Pandemic Mitigation Collaborative (PMC) Dashboard provides weekly COVID updates for the U.S., using wastewater surveillance derived case estimation models and analytic forecasting.
Our international directory includes official government dashboards & those developed by citizen scientists.
We exclude countries that have stopped reporting in the past 2-12 months even if on EU or WHO lists. We also exclude low-quality data from opt-in testing programs.
🧵 3/
🔥Biggest uptick since Jan
🔥1 in 167 actively infectious
🔥>2 million weekly infections
🔥700-1,200 resulting excess deaths from weekly infections
Track transmission closer to home w/our new state & international resources 👇
🧵1/6
PMC COVlD Dashboard, Jun 23, 2025 (U.S.)
🔹With >90% probability, we have entered the 11th COVlD wave.
🔹In a room of 50 people, there is already a 1 in 4 chance of an exposure.
🔹We expect nearly 15 million infections in the next month, and rising.
🧵2/6
PMC COVlD Dashboard, Jun 23, 2025 (U.S.)
We continue to expect transmission to break 500,000 daily infections in the U.S. around July 9th.
This is the same prediction as last week, as the forecast was dead on. Yet, there is considerably uncertainty around this timing.
Current transmission (red line) closely tracks that of summer 2023 (yellow line).
We expect to break 500k daily infections between July 9 and the end of July. Our current forecast...
2) PMC COVlD Dashboard, June 16, 2025 (U.S.)
Our current forecast is a bit more aggressive, predicting breaking 500k daily infections by July 9. The 2023 trend suggests end of July.
The 95% confidence interval shows large variation. Note that...
3) PMC COVlD Dashboard, June 16, 2025 (U.S.)
Note that CDC and Biobot both had retroactive corrections to last week's data, meaning the relative "lull" will last a little longer than the uncorrected data suggested. No big news on NB.1.8.1.
1) Here's a quick example of how the federal government is censoring the best scientific research. It's not just cuts to ongoing research.
It's new grant submissions too...
2) In January, I re-submitted a promising Covid/cancer grant to a non-federal funder. Hundreds of pages. Hundreds of hours of work. The best proposal I've submitted as a scientist.
Out of curiosity, I used Sean Mullen's Scan Assist tool to see how many banned words it had...
3) The proposal had 1,750 banned words. No big deal -- they're non-federal.
BUT I had planned to submit a smaller version to NIH this month as a "back up." Impossible!
It's not a matter of using a thesaurus or the find/replace command. The grant is on *Covid*...
CDC wastewater surveillance data show transmission rising. This is our forecast if transmission growth follows typical patterns.
The high & low estimates could be thought of as optimistic & pessimistic scenarios for NB.1.8.1.
2) PMC COVlD Dashboard, June 9, 2025
Notice that current transmission (red line, lower left) tracks closely with two years ago (yellow), slightly below the median (gray), and not far below last year (orange).
Consider each of these trajectories realistic scenarios.
3) PMC COVlD Dashboard, June 9, 2025
All indications are that we are headed into the start of an 11th national wave in the U.S.
We could percolate near the lull point another couple weeks (fingers crossed), but that scenario is becoming less likely.
National COVlD transmission recently fell to its lowest levels since the pre-Delta era.
It's go-time for many who have delayed medical appointments. The situation will likely get much worse in Jul/Aug.
2/ PMC COVlD Dashboard, June 2, 2025 (U.S.)
An estimated 1 in 211 are actively infectious. Most states are "low" or "very low" per CDC.
The situation remains serious even in a relative "lull." >1.5 million weekly estimated infections to result in 600-900 excess deaths.
3/ PMC COVlD Dashboard, June 2, 2025 (U.S.)
By the end of the month, we forecast an increase to 450k daily infections. If NB.1.8.1 takes off, closer to 600k. If overhyped, percolating only slightly higher.