Minnesota’s #COVID19 data is still messy and backlogged, and hard to interpret. Today’s 10K newly reported cases would be the most ever reported on a Monday — but a lot of these cases are older than usual due to a backlog.
More than 5,500 of today’s 10K cases were from tests conducted a week ago or older.

So far the most recent days for which we have non-negligible case counts (last Wednesday & Thursday) have relatively low positivity rates. But this might just reflect a lag in processing cases.
So if you include the incomplete data from Wednesday & Thursday in the data, it looks like Minnesota’s positivity rate has peaked and is dropping.

But it’s WAY too early to conclude that with lots of cases not yet reported.
#COVID19 hospital admissions are rising for non-ICU beds, and falling for ICU beds.

The difference could just reflect different lag times between infection and when people deteriorate to the point of needing regular vs. ICU beds.
#COVID19 deaths are rising again, though it’s just for a couple of days so far, and too early to say whether this is a trend or a blip.
If you’re not a resident of an assisted-living facility, this is the deadliest part of Minnesota’s #COVID19 outbreak to date.

For basically the first time, Minnesotans under 65 are accounting for a larger share of reported #COVID19 deaths than people over 80.
New breakthrough data as of early December now. Unvaccinated Minnesotans then were nearly 14 times more likely to be hospitalized with #COVID19 and 16 times more likely to die from it than the unvaccinated.

Both those figures are increasing, not decreasing.
A little uptick in MN’s booster pace. Unclear whether that’s a blip or a durable change.

Rates of new first doses have inched up a little, but remain very slow.
Overall, 72% of Minnesotans have at least one dose, 66% are fully vaccinated and 32.5% are boosted.

For adults 18+, it’s 83%, 77% and 42%.
The share of newly reported cases in Minnesota that are reinfections continues to rise.

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More from @dhmontgomery

11 Jan
Alright Minnesota. Make sure you don’t have a mouth full of water right now, because today’s #COVID19 report is eye-popping.

Ready?

By report date, Minnesota just set a new record high 7-day average case count. Image
Now, SOME of these new cases are backlogged. Some 8,000 of today’s record of nearly 30K new cases are more than a week old. (And remember this is a report covering multiple days.)

But even if you subtract those backlogged data, you’ve still got a record of more than 20K cases. Image
It’s hard to tell exactly whats happening, but this isn’t just an artifact of reporting issues.

Most of the data’s in now from Jan. 3 tests, and we’ve set a new record for most cases from a single day of testing — more than 11,000. Image
Read 7 tweets
7 Jan
Found this amazing c. 1852 piece of dataviz: a propaganda medallion featuring Napoleon III’s electoral margins in every French department in the referendum on whether to re-establish the French empire. (He “won” with 96.9% support.)
The back is also fascinating, featuring Bonapartist slogans:

The voice of the people is the voice of God
The voice of God is universal suffrage
Universal suffrage is true legitimacy
True legitimacy is stability
Stability is heredity
Heredity is peace
Peace is progress
...

Progress is work
Work is happiness for all
Happiness for all is improving everyone’s lot

“Improving everyone’s lot is the most sincere and ardent wish of Louis-Napoléon. Long live the Emperor! Forever and ever.”
Read 4 tweets
7 Jan
MN’s #COVID19 data continues to be very messy — nearly 5,000 backlogged cases from last week in today’s report, and more likely to come in the next few reports.
As a result it’s hard to tell exactly what’s going on. Some measures are up, some down.

SO FAR the last few days we’re not seeing the giant *increases* in cases/positivity we saw starting around Christmas. But it’s too early to celebrate.
As of the equivalent report last week (released on Monday instead of Friday due to the holidays), we had reported about 6,100 cases from Monday (12/27) on 44K tests.

As of now, we’re at 4,400 cases from Monday (1/3) on 67K tests.

But slow case processing could explain this.
Read 8 tweets
6 Jan
Unfortunately, today’s #COVID19 data in MN has yet another backlog situation.

A few days ago the share of MN’s total tests that were antigens spiked upward. Turns out that’s because a bunch of PCR tests weren’t making their way into reports. (People still got notified.)
Even more unfortunately, @mnhealth is going to be updating their TEST totals today — 135,000 backlogged tests from the past week or so — but CASES from this backlog will get updated over the next few days.

So all our messy data just got even more messed up. Buckle up.
The end result: MN’s positivity rate is going to look artificially low today, and this will linger into next week until all these backlogged cases are finally processed. So don’t let this mislead you about how things are going in MN.
Read 11 tweets
5 Jan
Today’s #COVID19 report in Minnesota showed a week-over-week drop in raw cases.

But if you’re not yet adjusting for testing volume, here in the year 2022, you may be beyond my help. The news is still bad; our average positivity rate shot up again, to 15%.
Today’s data are a little weird. We’ve got a big chunk of cases from last Thursday, before NYE, & then a big chunk of cases from the holiday weekend, when few people got tested but a lot of the ones who did were positive.

Again, never read too much into any one day’s report.
Newly reported cases fell overall today, due to lower testing volume, and @mnhealth only releases test totals/positivity rate by county on Thursdays for some reason, but w/ that, overall we’ve still got new cases in Hennepin/Ramsey higher than they’ve ever been all pandemic.
Read 10 tweets
4 Jan
Today’s #COVID19 report in MN reflects 4 days of data, important context for the record 16K cases reported.

BUT STILL: Today’s report is eye-popping. The omicron spike is *here*. And this is just one part of the state, the Twin Cities metro, being hit. Greater MN still flat-ish
This surge in cases is being led by 20-something adults, but we’re seeing spikes in every age group except seniors.
Hospitalizations lag behind case counts a bit, but there are some suggstions that MN’s decline in #COVID19 bed use may have leveled off.
Read 7 tweets

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