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3 Jan, 7 tweets, 4 min read
AZ COVID Update: 1/3/21

Thread.

Lots of data to look at for AZ. Holiday behavior patterns both for residents (when they get tested) and gov't (when they process the results) are difficult to predict, so it's important to look closely at the details.

First, Cases.

/1
Today, 17k cases were reported, but it's important to know the difference between Report Date and Date of Specimen Collection. You see in my chart that there was a major dip in cases right when very few tests were performed on the 24th-26th despite 2 being weekdays.

/2
Those who would have tested, but didn't, showed up to get tested on the 27-29th. Due to this, we see the 2 highest single case dates on 12/28-12/29, but the 7-day-avg is still lower than the 12/23 peak currently.

Just like CA with every restriction imaginable.

/3
However, you see Pos% rose significantly after a 1-wk decrease. Actual positivity hasn't yet reached the July peak but is close.

This tracks with CLI as far as I see, so there is still substantial illness in the community. Notice pattern in CLI image. Ignore dropoff (lag).

/4
Hospitalization data patterns are less susceptible to holiday reporting and community behavior, so let's look at those.

- COVID Inpatient usage leveled off but has happened a few times. Would need to see it continue for another week to know
- COVID ICUs mimic

/5
Deaths look the same but always lag heavily in terms of seeing the full picture. With high #s on Vents, I don't expect this to peak for a while. Growth has slowed significantly since early December but DCMs are always a wildcard.

/6
Overall, AZ has been at a relative case plateau since around Thanksgiving but is not yet falling. Until CLI starts to fall, I don't expect the rest of the metrics to drop.

/END

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More from @Hold2LLC

3 Dec 20
Thread.

COVID vs. Hope-Simpson Flu Patterns: 12/3/20

We're not through a whole year yet, but patterns are emerging, and I wanted to take a closer look.

We'll start with NY/IL who both are N. Temperate but not exactly the same climate pattern.

/1
Now FL/TX.

FL is closest to true N. Tropical.

TX is very large with varying climates. Some are almost as far north as the southern tip of IL but most pop is further south.

Like IL vs. NY, we would not expect TX to mirror FL exactly but to be much closer to FL than IL/NY.

/2
Now all 4 together. Notice the "W" shape mixing the N Temperate with N Tropical.

Also notice the obvious high winter peak for NY/IL that drops to near-zero in summer.

Notice the lower wave pattern for FL/TX that never gets to zero. Summer peak occurs; winter peak higher?

/3
Read 4 tweets
19 Oct 20
US Update: 10/19/20

Graph 1: Daily Deaths + Current Hospitalizations

- Hospitalizations bottomed 4 weeks ago and then increased tangibly 2 weeks ago. That new increase trend already started abating the past 4 days
- Reported Deaths down 83 Week-over-Week (WoW)

/1 Image
Graph 2: COVID ICU Census vs. Deaths (7DayAvg) vs. Daily Detected Cases

***Case hunting now in mega-hyperdrive and some states now include antigen positives (not antibody)

- 7-Day-Avg Reported Deaths down 15 WoW
- ICUs sizable jump last 2 weeks but peaking again already

/2 Image
Graph 3: Daily Tests + Detected Cases + Case Positivity

***Last 10+ days have seen a real increase in Pos% that coincides with a bump in national CLI

- Test Positivity up 1.0 from trough
- Daily Test avg above 1M for 26 days
- Increase rate much lower than June surge

/3 Image
Read 6 tweets
4 Oct 20
US Update: 10/4/20

Graph 1: Daily Deaths + Current Hospitalizations

- Hospitalizations bottomed out and turned up a little
- Increases past week were mostly from WI (+118), NY (+120), MI (+120), PA (+129), TN (+134)

- Reported Deaths down 129 Week-over-Week (WoW)

/1
Graph 2: COVID ICU Census vs. Deaths (7DayAvg) vs. Daily Detected Cases

***Case hunting still in hyperdrive

- 7-Day-Avg Reported Deaths down 68 WoW
- ICUs below 6k again
- Date of Death curve is below the June/July low point and dropping

/2
Graph 3: Daily Tests + Detected Cases + Case Positivity

***Why are so many being tested daily, and who are they? CLI is at a national record low

- Test Positivity down 0.2 WoW
- 0.4 away from the low point in mid-June
- Tests up 43k WoW
- Detected Cases DOWN 3.4k WoW

/3
Read 6 tweets
3 Oct 20
US Update: 10/3/20

Graph 1: Daily Deaths + Current Hospitalizations

- Hospitalizations bottomed out and turned up a little
- Increase by 928 Week-over-Week (WoW)
- Reported Deaths down 9 WoW.

*Still a LOT of legacy death laundering (very old deaths counted as new)

/1 Image
Graph 2: COVID ICU Census vs. Deaths (7DayAvg) vs. Daily Detected Cases

***Case hunting still in hyperdrive

- 7-Day-Avg Reported Deaths down 31 WoW
- ICUs flattened but not increasing
- Date of Death curve is below the early July low point and receding

/2 Image
Graph 3: Daily Tests + Detected Cases + Case Positivity

***Why are so many being tested daily, and who are they? CLI is at a national record low

- Test Positivity down 0.3 WoW
- 4.4% Positivity yesterday; 7DA nearing low point
- Tests up 107k WoW
- Detected Cases DOWN 6k WoW
/3 ImageImage
Read 5 tweets
28 Sep 20
US Update: 9/28/20

Graph 1: Daily Deaths + Current Hospitalizations

- Hospitalizations bottomed out. Increase by 824 Week-over-Week (WoW)
- Hosps < 1/2 of peak
- Reported Deaths down 20 WoW.

*Still a LOT of legacy death laundering (very old deaths counted as new)

/1 Image
Graph 2: COVID ICU Census vs. Deaths (7DayAvg) vs. Daily Detected Cases

***Case hunting still in hyperdrive

- 7-Day-Avg Reported Deaths down 33 WoW
- ICUs no longer dropping
- Date of Death curve is now far below the early July low point

/2 Image
Graph 3: Daily Tests + Detected Cases + Case Positivity

***Why are so many being tested daily, and who are they? CLI is at a national record low

- Test Positivity no change WoW
- Tests down 99k WoW
- Detected Cases down 1,000 WoW
- 4.4% Positivity yesterday

/3 Image
Read 5 tweets
26 Sep 20
US Update: 9/26/20

Graph 1: Daily Deaths + Current Hospitalizations

- Hospitalizations turned back down but still slightly up Week-over-Week (WoW)
- Hosps < 1/2 of peak
- Reported Deaths DOWN 57 WoW.

*Still a LOT of legacy death laundering (very old deaths counted as new)

/1 Image
Graph 2: COVID ICU Census vs. Deaths (7DayAvg) vs. Daily Detected Cases

***Case hunting is in hyperdrive

- 7-Day-Avg Reported Deaths down 67 WoW
- ICUs still dropping
- Cases from mass/forced college testing + case definition changes still driving artificial increase?

/2 Image
Graph 3: Daily Tests + Detected Cases + Case Positivity

***Why are so many being tested daily, and who are they? CLI is at a national record low

- Test Positivity down 0.3%
- Tests up 26k WoW
- Detected Cases up 8,000 WoW (big jump relative to test increase)

/3 ImageImage
Read 5 tweets

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