#COVID19 data is going to be very messy the next week or two because of Thanksgiving. Not only did the holiday mess up when data is REPORTED, it also messed up how the data is collected. Ordinarily MN has tens of thousands of new COVID tests conducted on a Thursday….
Also @mnhealth isn’t reporting any vaccination data today. We’ll see how my scripts handle that…
Case in point of the weird data: today’s MN #COVID19 report has more than 104,000 total tests. That’s double what we reported last Monday, but of course the holiday means it’s not apples-to-apples.
That spike in reported tests means MN has a freakishly low daily positivity rate today — 4.3%, the lowest since August, which in turn drives our average positivity rate from 9.2% to 7.6%. That’s HUGE — and probably partially artificial. Maybe expect a bounceback in near future.
Newly reported cases are down about 4.4% week-over-week, which is PROBABLY a better gauge for where things are going based on pre-holiday trends. My 7-day average calculations are showing a much bigger ~18% dip because we’re missing a day, but I’d be cautious there.
Cases by SAMPLE date will be more robust this next week, but unfortunately they have a one-week lag. Last Monday’s tests had about 5,000 cases reported, a week-over-week drop, despite increased pre-holiday testing.
Lots of my graphs show misleadingly large drops today due to the holiday, so I’m sharing them sparingly until we get a better idea what’s going on.
Our pre-holiday trend was for cases trending flat or slightly down (with the possibility we had peaked a bit before Thanksgiving).

That flat-or-slightly-down trend is going to be my prior assumption for what’s going on in this week of messy data.
Regardless of what’s happening, one thing is clear: it’s been nearly 2 weeks since MN last had a significant upward spike in case counts. That’s *really* encouraging, after weeks when numbers soared upward every day.
In general, I am feeling cautiously optimistic.

We COULD be about to see a major drop in cases & other metrics in MN. It’s just too early to say for sure.

We could also see a long-term drop in cases, temporarily interrupted by a short post-holiday bump.
We could also see cases sputter on along a plateau for a while yet.

This could even be yet another fake-out with more major spikes coming! We’ve been burned at least twice so far in this interminable wave.
FYI: If someone caught COVID at Thanksgiving dinner on Thursday, they’d have developed symptoms circa yesterday. If they went and got tested today, that positive result would show up in our data around Friday of this week.
A second-order bump — people infected by those who got infected on Thanksgiving — would take another week or so to appear in the data.

Not saying this WILL happen in meaningful numbers, just when to look for it if it does.
SOME people will have caught #COVID19 at Thanksgiving dinners who would not have ordinarily been exposed. That’s not controversial.

The question is *how many* — whether it is enough to show up in our statewide data, to overwhelm other factors affecting disease spread.

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More from @dhmontgomery

16 Nov
Today’s #COVID19 report in Minnesota was always going to be bad — last Tuesday was artificially mild due to data delays; yesterday’s deaths were all reported today.

But still, this is rough. Minnesota’s average positivity rate has crossed back over 10%.
Today’s report is actually the single worst #COVID19 report we’ve ever had, with more than 10,000 new cases. BUT this report includes 3 days of data; the 9,000-case days last November were single days.

Still, our average is up sharply, and relatively closely tracking last fall.
#COVID19 hospitalizations are also rising quickly.
Read 8 tweets
15 Nov
#COVID19 metrics are all going up in MN. How much is a little harder to say. Our relative increases in today’s were less drastic than we reported last Monday. If that’s actually signs of a slowdown, that’s good. But the Veterans Day holiday could be skewing things. Wait & see.
Tests conducted last Monday in Minnesota (and thus not skewed by reporting issues) reported nearly 6,000 #COVID19 cases. That’s the most from any one day of testing here since Dec. 1, 2020. (Note this sample-date data has a one-week lag time to stabilize.)
#COVID19 death data is useless today in MN because of Veterans Day. The health department reports 0 new deaths, but that’s just because no deaths were processed on Veterans Day (and today’s report is as of 4 a.m. on Friday). Tomorrow will see a big spike, then hopefully stability
Read 7 tweets
12 Nov
I wish I had good news for you, Minnesota, but #COVID19 cases are growing rapidly — at basically the pace we saw this time last year.

Positivity rate is also rising, perhaps slightly less dramatically, but still at an aggressive pace. We’re now over 9%.
Hospitalizations are also surging upward, for you “cases don’t matter” people. (They do matter, because there’s clearly still a tight statistical relationship between cases and more serious metrics like hospitalizations and deaths.)
Hospitalizations are rising everywhere, but especially rapidly in metro-area hospitals.
Read 21 tweets
11 Nov
No end in sight for Minnesota’s latest #COVID19 surge.

Cases: up, averaging 3,600/day
Positivity: up, to 8.9%
Hospital bed use: up, to 1,125 ImageImageImage
Today’s data does include about 1,000 slightly backlogged cases from the weekend, but even if you subtract those, we’re still up significantly week-over-week.
It’s worth noting that cases ARE up more dramatically than positivity rate, indicating that a least some of our case growth may be driven by expanded testing. But positivity rate is still up 34% (or more than 2 percentage points) in the past two weeks. Image
Read 9 tweets
10 Nov
Today’s #COVID19 data is gonna be extra bad, but remember that a big chunk of that was that @mnhealth didn’t get all the weekend cases processed by yesterday.
That said, this is just a one-day backlog. These cases are all happening now, whether we assign them to Tuesday or Wednesday doesn’t make much difference. Cases are still spiking drastically. So is positivity rate.
#COVID19 hospitalizations are shooting upward. They’re rising everywhere, but especially in the metro-area hospitals.
Read 7 tweets
9 Nov
So, uh, today’s #COVID19 update from @mnhealth begins with these ominous words: "COVID-19 new case growth over this past weekend exceeded the intake capacity of our current staffing.” Up to several thousand cases not yet processed. Even w/out these, cases still up since last Tues
@mnhealth In other words: tomorrow’s report is going to be *bad*.

#COVID19 hospitalizations are rising all around the state.
@mnhealth Cases are particularly high in west-central Minnesota.

The outbreak is *relatively* mild in Hennepin/Ramsey, but still considerably elevated from where we were a month or two ago (let alone this summer).
Read 7 tweets

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