We always talk about how #COVID19 deaths are a lagged indicator.

So far, our omicron-dominant peak in #Florida using the 7-day avg # of cases, was on 1/11/22, at >65,000 per day.

Since then, we have been on the decline, now at just under 30,000 per day.

What about #deaths?

1/
Well, over the last 5 weeks in #Florida, from 12/10/21 to 1/20/22, the number of newly reported deaths each week (daily avg) has been:

- 122 (17/d)
- 162 (23/d)
- 184 (26/d)
- 470 (67/d)
- 605 (86/d)

Tomorrow, we will get our @HealthyFla weekly report.

2/
My guess (and it is just a guess) will be that we will have learned of between 1000 & 1200 new #COVID19 deaths since the prior report.

That's in the neighborhood of 140-170 per day.

So, as expected (this is not new info), most metrics are improving, but deaths are rising.

3/
Now, these are deaths based on date reported, not when they occurred.

But, as we can see in the figure below, deaths based on date reported closely resemble what the "true" deaths by date of death curve will look like when reporting in "complete".

4/ Image
As of today's timeseries update from @HealthyFla, reported by the @CDCgov, our CURRENT omicron peak, based on date of death and 7-d avg is on 1/15/22, at 101 deaths per day.

When will the actual peak be?

How high will it get?

5/
If you look at the timing of peak cases and peak deaths in the two surges in #Florida resulting in the highest deaths:

SUMMER 2020
- peak in cases on 7/15/20 (11,610 per day)
- peak in deaths 21 days later (228 per day)

...to be cont'd
6/

...cont'd

DELTA SURGE
- peak in cases on 8/16/21 (21,640 per day)
- peak in deaths 16 days later (403 per day)

So far for omicron...
- peak in cases on 1/11/22 (65,644 per day)
- 16 days later is 1/27/22 (today)
- 21 days later is 2/1/22

7/
Of course, the "distance" between peak cases and peak deaths could be different in a surge with a higher proportion of cases that are of the omicron variant.

Regarding the peak, 2 weeks ago, I guessed 130-140 per day.

That's still possible.



8/
But, if we do see ~1200 reported deaths over the past week on tomorrow's weekly report,

and how predictive reported deaths are of eventual deaths, the peak could end up being higher.

But I'd be surprised if we got to 200 deaths per day at this surge's peak in #Florida.

9/
So, during this surge...

Although we are clearly seeing fewer # of hospitalizations and deaths **RELATIVE TO** the # of detected cases...

The sheer volume of people infected in this wave has already led to a significant # of people with severe illness, or worse.

10/end

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More from @JasonSalemi

Jan 30
*Data use to create my #COVID19 dashboard*

covid19florida.mystrikingly.com

Friendly reminder that my dash is made possible by hard-working people at local/state/federal agencies across the country.

Below each of the 70+ viz on my site, I hyperlink the source. The major ones are:

1/ Image
Weekly update on Florida cases, positivity, vaccinations, deaths

Includes what I use to create county-level maps and FL by age, gender, race/eth, etc.

Source: @HealthyFla

ww11.doh.state.fl.us/comm/_partners…

2/
State-level and national data on #COVID19 #hospitalizations, including current census, ICU census, admission breakdown by age group

Source: @HHSGov

healthdata.gov/Hospital/COVID…

3/
Read 14 tweets
Jan 29
PLEASE do not use the @CDCgov data on deaths to compare #COVID19 #mortality per capita in #Florida to other states.

Below, I created a viz from the CDC COVID Tracker to compare 5 states. Florida is the green line and the red arrow shows a recent decrease.

1/5 Image
Despite that suggested DECREASE in FL...

I just tweeted this out highlighting the recent INCREASE (almost a doubling) is reported COVID-19 deaths this week.



What gives?

2/5
The way in which states report mortality data to @CDCgov is not the same. Almost all report based on date reported.

FL reports by date of death

That is NOT a criticism - I like the way FL reports it so I can calc both types of curves - but it is a caution for comparison.

3/5 Image
Read 5 tweets
Dec 30, 2021
Really, don't blink with this damn variant.

A few striking things I noticed, including a comparison of the #delta & #omicron surges in #Florida.

Nearly 47,000 cases reported today, 7-day avg just under 30,000.

Blows our delta peak out of the water by almost 8000/day.

🧵

1/13
We continue to lead the country in the % increase in average daily cases compared to two weeks prior.

#Florida has had a 991% increase

But the absolute increase is astonishing - we are now averaging nearly 27,000 more cases EACH DAY compared to 2 weeks ago.

2/13
Whereas only a few weeks ago, we had the LOWEST 7-day cases per capita in the country (largely due to the catastrophe that was the #delta surge)...

We're now 4th highest in the country over the last 7 days, behind only NYC, DC, and NJ.

3/13
Read 14 tweets
Dec 29, 2021
Your Dec 28, 2021 #COVID19 update

Based on today's CDC updated timeseries #, #Florida now up to 6th highest in total # of new cases over the past 7 days (766 per 100k).

NYC, DC, NJ, NY state, & RI round out a top 5 you don't want to be in.

There's a big BUT...

1/
First, the timeseries did not include the 12/27 data for any state. FL had another 29,059 new cases, increasing its 7-day average daily cases to over 25,600 (highest ever).

Second, all except 11 states have 0 cases logged for 12/26 (incomplete). So, not apples to apples.

2/
I wanted to focus on #hospitalizations.

ADULTS: New confirmed daily admissions have more than doubled in the last week alone (287/day to 581/day)

KIDS: New confirmed daily admissions have nearly tripled in the last week alone (10/day to 29/day)

3/
Read 14 tweets
Dec 26, 2021
Quick #Christmas update on #omicron in #Florida following the @HealthyFla weekly report from yesterday.

I've borrowed an image for my dashboard that reflects how it seems spread has occurred (thanks Santa).

Let's have a quick walk-through.

1/15
Here's the overview of metrics.
- cases are surging, setting daily records, approaching new record over 7 days
- more testing than ever before
- both of the above likely underestimated between at-home tests and absence of reinfections in the daily numbers
- hosps increasing

2/15
This county-level infection rate fig blows my mind.
Only 2 weeks separates the left and right maps.

I thought my home county's (Hillsborough) 507% increase was crazy.

But check out these 2-week increases:
- Dade: 1790% (19 times higher)
- Broward: 1437%
- Palm Bch: 1167%

3/15
Read 15 tweets
Dec 23, 2021
My Lord, things change RAPIDLY with #omicron.

And they are not changing for the good.

Your 12/22 #COVID19 update.

#Cases and #Hospitalizations.

As always, Florida-centric with some national context.

Brace yourselves.

covid19florida.mystrikingly.com

1/14
Purview of 7-day avg daily cases over the past 8 wks.

In the first 6 wks in this window, <2000 per day.

Last wk, 2702 per day.

Most recent wk of reported data, 10,904 per day.

# of cases in today's report (20,194) exceeded the WEEKLY TOTAL over any of the past 7 wks.

2/14
To appreciate the rapid rise, here's a map showing change in avg daily cases compared to just 2 weeks ago.

FL - 499% increase (3rd highest: DC, Hawaii)

Detailed #Florida numbers at bottom right of figure.

3/14
Read 14 tweets

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