canyonwalker: coronavirus (coronavirus)
I haven't written a Tier Tuesday blog in several weeks. I've been meaning to use the weekly slot to talk about not Coronavirus but another potential pandemic on the horizon. While the Coronavirus pandemic isn't really over so much as it's turning into the Coronavirus endemic it seems that player 2, or pandemic 2, is already entering the game. Monkeypox.

Player 2 has entered the game

Monkeypox is spreading at a dangerous time. Covid-19 deniers have hamstrung the ability of public health organizations in the government to measure and communicate the degree of the problem. On top of that, Covid fatigue means that far too many people just don't care. They're burnt out. The fact the Monkeypox isn't infecting people left, right, and center— and thank all you hold holy for that, BTW— means they feel it's safe to ignore. But will it become widespread in the future? We could be in another January 2020 right now, when it was unclear whether the not-yet-named Covid-19 would fizzle out as yet another not-really-coming-to-the-US disease or... what it actually turned into.

Arguably it's not even January 2020 anymore for Monkeypox. It could be February or even March already. A report from the CDC yesterday (source: news article published by University of Minnesota, 8 Aug) says that there are already 7,500 cases in the US. This is no longer a hypothetical debate about whether Monkeypox will spread in the US in appreciable numbers; it's already here.

It's important to understand that while some aspects of these two diseases are similar, namely the way they're arguably not being taken seriously enough despite evidence available at the respective moments, they are very different in how they spread. Coronavirus is an airborne virus. You get infected by breathing the same air as someone who's contagious, especially if they're coughing or sneezing a lot because of the virus. Monkeypox, meanwhile, is not airborne. It's spread via prolonged, skin to skin contact.

Another way in which Monkeypox is different from Coronavirus is that we've got a vaccine for it already. That would be great... if there were enough. There's not. In at-risk communities where people are educated about the disease and are seeking protection, there's not enough to go around.

Will our weakened public health institutions be able to rise to this new challenge before it's too late?


canyonwalker: coronavirus (coronavirus)
It's been a while since I wrote a Tier Tuesday blog. My last Tier Tuesday check was 7 weeks ago. What's changed since then? Well, it's basically "The same, but more." Per my primary source of numerical data, The New York Times's Coronavirus in the U.S., average new case rates are up 30%, the hospitalization rate is up 40%, and the daily average death rate is up 65%.

These are not good numbers! They were too high to be ignored 7 weeks ago and they're clearly worse today. Good luck getting more than a few people to care, though. The country is locked in such a political state of paralysis that even the leaders who previously spoke about the importance of sound public health policy have given up asking people to do anything.
canyonwalker: Uh-oh, physics (Wile E. Coyote)
This week I was planning to use my Tier Tuesday writing slot to discuss an article I saw yesterday, "If you still have not had COVID after the latest surge, what are the odds you never will?" (SF Chronicle, updated 21 June 2022). It notes a CDC figure that 60% of Americans have had Covid already and poses the question to a handful of doctors and public health experts— basically, Is it inevitable that the other 40% of us will get Covid? The experts explain that while we can and should try to keep from getting infected, the numbers— and the lack of public will— make it more a matter of when, not if, anyone will get Covid.

Well, what an irony. As I was drafting a lengthier blog about the question of inevitability, we joined the when-not-if category. Hawk took an at-home test for Covid last night and tested positive.

Hawk took the test last night because she'd been experiencing cold-like symptoms for a couple days: sinus congestion, a dry cough, minor back pain. OTC medicines and simple home remedies like hot showers (to clear nasal congestion) provided only partial relief. Aware that cold-like symptoms can no longer be written off as "It's just a cold",  she took a Covid test. We've done this drill several times in the past 6 months or so that home tests have been widely available. This time hers came up positive.

I took an at-home test this morning. I delayed mine 12 hours from hers to see if I developed significant symptoms. This weekend I did have some chest congestion, difficulty breathing, and aches— but they could easily have been due to the dry air and exercise at high altitudes. Those symptoms are typical for me in those conditions. Of course, just like "I'm sure it's just a cold" doesn't fly anymore, "I'm sure it's just allergies/dry air/altitude" doesn't fly either. So I took the test. My test result was negative. I'll remain vigilant for other symptoms and test myself at least once more even if no symptoms appear.

UpdateWhat's next? 5 Things.

Update 2When & Where Did Infection Occur?


canyonwalker: coronavirus (coronavirus)
It's been four weeks since I last did a Tier Tuesday check. In four weeks a lot could change. As I checked my primary source of numerical data, The New York Times's Coronavirus in the U.S., I didn't see a dominant narrative about the latest developments. Instead I observed several smaller stories. So, here are Five Things:

1) The new case rate is actually dropping. After a few weeks of rising ~25% a week the rate of infections has flattened out and actual begun to subside over the past few weeks. Monday's 7-day average of 98,867 is down from a week earlier's 109,105, which was a slight increase from 107,316 a week before that.

2) These case rates are still high. An improvement is good; don't get me wrong. But these case rates are still sadly high. Compare it to where we were around a year ago, when vaccination was becoming widely available to all adults. On June 6, 2021, the 7-day average new case rate was 14,197. The figure from June 6, 2022, two days ago, is 7x that.

3) And the real case rates are even higher. The real difference is even worse than 7x. That's because while a year ago the only way to get tested was to have a clinic do it— which meant the metrics would get reported to county, state, and ultimately federal health authorities— today much testing is done via at-home test kits. Many people who test positive at home never get an "official" test performed. How many cases go uncounted? The test positivity rate (on official, counted tests) over 13% suggests that official numbers represent fewer than half the actual cases. So the new-case rate today could be 14x, 18x, or more vs. a year ago.

4) The hospitalization rate continues to climb, slowly. One way to avoid the underreporting gap in cases is to look at hospitalization trends. The number of patients in hospitals with Covid is continuing upwards. The latest figures are not 14x or even 7x what they were a year ago; but they are still higher, about 25% higher.

5) Mask mandates are coming back as risks climb. Last week Alamada County, a neighboring county in the Bay Area home to 1.7 million residents, announced a mask mandate in most indoor public settings. Example news coverage: KQED article 2 Jun 2022. Arguably many more localities that have reached the CDC "High" risk of community infection should mandate masks, too, but they won't.
canyonwalker: coronavirus (coronavirus)
Tier Tuesday was two days ago, so today is... non-Tier Thursday? There's a second thing I want to note about Coronavirus statistics this week that I didn't include in Tuesday's post focused on passing the 1,000,000 death mark. It's that even as we're passing that grim milestone in the US, our new case rates are on the climb again.

Oh, I've written about rising new-case rates for several weeks now. The rises on a week to week basis seem small: 24%, 26%, 21.5%, etc. Those are incremental changes, right? Wrong. Because when you stack them up on top of each other they become big changes. Just three weeks of 25% increases doubles the number. Five weeks triples it. Indeed, we're seeing case rates today that are double to triple what they were not too long ago.

Per figures at The New York Times Coronavirus in the U.S. the 7-day average new case rate in the US was 84,329. A month earlier, on April 11, it was 32,220. The latest rate is 2.6x just a month ago.

canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday, etc., etc. The headline news in Coronavirus statistics this week Tuesday is that we're on the eve of 1,000,000 deaths in the US from Covid-19. Per figures at The New York Times Coronavirus in the U.S. (retrieved 10 May 2022) the U.S. death toll stands at 999,916. With an average of 365 deaths/day recently the one million mark will certainly be crossed tomorrow... if it isn't actually crossed tonight as late figures roll in.

One million deaths.

One million deaths in barely over two years.

One million deaths and barely anyone wants to take it seriously. Approximately 40% of the country believes political conspiracy theories that it's a hoax. Another 40% or so is just tired of dealing with it. And most of the rest figure it's too much of an uphill battle to do anything about it from via public health policy anymore.

One million deaths. Over the 26 months since the death toll really started accumulating (March, 2020) that's an average of 38,461 dead per month or about 1,266 a day. And there were numerous times when more than 3,000 died on any given day.

Even on those days when 3,000+ were dying the news might as well have been background noise. A non-factor in most people's daily lives.

Think about other times when fewer than 3,000 people were killed.

December 7, 1941. Pearl Harbor. 2,403 US persons were killed. The US declared war on Japan the next day, entering WWII, and changed the course of history in ways that affect virtually every person in the world through the current day.

September 11, 2001. The terrorist attacks on the World Trade Center, the Pentagon, and a flight that crashed in rural Pennsylvania when civilians fought back against the attackers. 2,977 US persons died that day. US laws, practices, and understanding of civil rights have been turned upside since that day. Go to any airport today, nearly 20 years later, and you're subject to numerous policies borne out of 9-11-01. But already the policies of the Coronavirus pandemic, with its now 1,000,000 dead, were ended less than 2 years after being started.

1 million dead in the US. And at least a hundred of million in the US who don't care.

canyonwalker: wiseguy (Default)
It's Tier Tuesday so time for my weekly check-in on Coronavirus statistics. This week's check of the data at The New York Times Covid in the U.S. (retrieved 3 May 2022) shows the 7-day average number as of Monday was 60,953, vs. the previous Monday's average of 49,175. That's a 24% increase in average daily reported cases.

This week's increase is a continuation of the trend of increases over the past few weeks. This week's increase of 24% is similar to last week's growth of 26% over the previous week. Similarly, 2 weeks ago there was a 21.5% increase over 3 weeks ago.

In some of my past Tier Tuesday posts I've compared the latest case rates to the rates we saw prior to the Omicron surge and in last summer's lull prior to the Delta surge. Such comparisons need to come with a major caveat. Case rates today look artificially low compared to past figures because nowadays many cases are not reported to the government health authorities. The rise in availability of at-home tests this year, coupled with people experiencing milder symptoms from the Omicron strain prevalent since December, means that fewer and fewer people who need tests go to clinics for them. Clinics are where reporting to county, then state, then national health agencies, occurs. At-home tests occur off the radar screen. Thus, while this week's average daily new case count of 60,953 seems "only" 5x higher than last summer's June lows of less than 12,000— of course, even 5x is bad— the reality is that today's figure could be double that (ie, 10x) or more due to unreported positive results.

The data that are more comparable now vs. 5+ months ago are hospitalizations and deaths. In recent weeks hospitalizations have been ticking up in tandem with reported new cases. That's not surprising. The death rate continues declining from the winter's astonishing peak. That's also not surprising, as deaths are a trailing indicator. Case rates have been increasing for only the past 3-4 weeks. Deaths will probably start to increase soon. Compared to last year, the recent hospitalization rate is only slightly higher than last June's summer lull. Ditto the death rate. These make sense as while there are significantly more cases now, the dominant Omicron strain produces less severe illness.


canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday so time for my weekly check-in on Coronavirus statistics. This week's check of the data at The New York Times Covid in the U.S. (retrieved 26 Apr 2022) finds that yet again reported Covid cases are increasing week over week. Last week there was a 21.5% increase from the week before. This week's average daily new cases of 49,423 is an increase of 26% over last week. In 2 weeks the number has risen 54%.

Given what looks like it could be the start of a new surge, what is the U.S. doing to prepare? Why, we're dropping precautions! Last week Monday a federal district judge threw out the CDC's mask mandate for travelers on airplanes and other commercial transport. Most airlines dropped their company policies requiring masks. Countless local and regional transit operators did, too.

There are so many things that are wrong with this situation. I'll list just FIVE, briefly:
  1. Like I noted above, the numbers don't support loosening restrictions. The numbers indicate we must remain cautious.
  2. The judge's decision was not at all about data. She ruled on the law.
  3. Her ruling on the law was that the CDC has no power, at all, to enact policy to prevent any threat to public health.
  4. Most district judges would be circumspect in their rulings throwing out a nationwide policy, and place a stay on their own orders. Not this radical-right true believer.
  5. The Biden administration has failed at communication following this ruling. Will the government appeal the ruling? How swiftly and on what basis? What should people be doing in the meantime?

Regarding the last item, polls indicate that a majority of airline travelers will continue wearing masks, voluntarily. I'm traveling cross-country next week and I absolutely will wear a mask. And yes, I've seriously considered cancelling my trip as a result of this public health setback. I wish there were clearer communication from the governing wing of the federal government on what we should be doing.

canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday so time to for a weekly check of Coronavirus statistics. I skipped last week because I was on vacation in Hawaii— and already backlogged with travel blogging that's still about 5 days behind. Let's catch up on Tier Tuesday now.

The news this week is that Covid-19 case rates are trending up again. That's frankly not surprising to me as they were flattening out 2 weeks ago and 4 weeks ago. When a rate is flattening out often the next logical change is that it reaches and inflection point and starts to reverse. Two weeks ago, Apr 4, the 7-day average new case rate stood at 27,454. Last week (Apr 11) it was 32,220. This week (Apr 18) it's 39,152. Statistics are from The New York Times Coronavirus in the U.S., retrieved 19 Apr 2022.

These are weekly increases of 17.5% and 21.5%. So not only are cases increasing now, they're accelerating.

canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday so time for my weekly check of Covid statistics. I missed doing an update last week as I was busy with stuff ("stuff" being mostly T-Mobile f*cking idiots) so I'll cover both weeks today. That said, it's almost the same story both weeks. Covid case rates continue to drop, but slowly. The curve is flattening out.

As of Monday, April 4, the seven-day average new case rate in the US was 27,573 (per The New York Times "Coronavirus in the US", retrieved 5 Apr 2022). That is down 5.5% from March 28th's average of 29,157 one week ago and 6.1% below March 21st's 29,363 two weeks ago.

For just the state of California the daily new-cases average was 2,357 as of April 4 (ibid). That's a 20% drop from 2,948 a week earlier on March 28 and 44% down from 4,200 on March 21.

On a per-capita basis the latest averages are 8.3 daily new cases per 100k population nationwide and 6.0 for California.

The good news/bad news situations remains that even though cases continue to decline gradually they're leveling off at 2.5x last summer's low. The US touched a low rate of 11,284 average daily new cases on June 23, 2021, before the delta variant appeared. The recent death rate of 663/day remains at about 2.5x last summer's low, too.

canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday, as California's health department used to call it when it updated risk charts weekly on Tuesday. I like the cadence of checking stats once a week. It keeps me abreast of what's going on without it becoming an "Every day is Coronavirus news day" doomscrolling situation. Sharp-eyed readers will note I didn't post on Coronavirus last week. Rest assured that I did read and digest the news; I just didn't have time to write about it.

It's just as well I've gone 2 weeks now since writing about Coronavirus stats because the lead headline this week is that they're leveling off. This chart from The New York Times "Covid in the U.S." page shows case rates over the past 90 days:

Covid Cases in the Past 90 Days (NY Times, 22 Mar 2022)

At the peak of the Omicron surge 2 months cases averaged over 800,000 per day. The average has dropped markedly to just under 30,000 recently. But as you can see from the shape of the chart, the rate of improvement is leveling off. Today's average of 29,288 is only slightly better than March 15th's 32,133, which in turn is only slightly better than March 8th's 39,740. (Visit the NYT link above for an interactive chart where you can pinpoint these daily numbers.)

Flattening Out... 3x Higher

The fact that improvements are tapering off is not the only reason to temper celebrations of the declining Covid case rate. The fact is we're leveling off at a level that's still almost 3x last summer's low.

Covid Cases over the Past Year (NY Times, 22 Mar 2022)

As I've noted before, the low last summer was just over 11,000 cases per day (average), on June 21. As great as it is that today we're 96% of the way down from the peak 2 months ago, today's rate is still over 3x last summer's low. That was before the Delta surge that preceded the Omicron surge.

3x the Cases, 4x the Deaths

So, the case rate is leveling off at 3x last summer's lull... is that the only dark cloud in the partly-sunny news? No. The death rate remains elevated, too.

Daily Covid-19 deaths reported (New York Times, 22 Mar 2022)

The recent average of just over 1,000 deaths per day is still more than 4x the pre-Delta, pre-Omicron low of 228 last summer.

Discussing high and lows relative to strains is pertinent because each one brings new challenges. Delta was more contagious than Alpha and hit people harder. Omicron was much more contagious than even Delta but caused lighter symptoms. You can see that reflected in the charts, BTW.... The case rate surge for Omicron is way higher than Delta's, while the death rate surge is only somewhat higher. Still, it's higher. The "mild" Omicron strain killed more Americans than Delta.

A new surge may kick in soon. Many articles in the past week or two have talked about the BA.2 sub-variant of Omicron. It's thought to be even more contagious than Omicron. And even if BA.2 fizzles it's only a matter of time until the next variant emerges. With 30% of the US population refusing to get vaccinated there are 100,000,000 human petri dishes for the next strain to develop in. And that strain may make Omicron look like the J.V. team.

canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday so time to check the latest stats on Covid-19 spread. This week the numbers take on extra significance as I'm headed to Las Vegas for 2½ days of meetings in rooms with 200 colleagues in a crowded casino-hotel where masks are no longer required and vaccines have never been required. Wow, that has all the hallmarks of a superspreader event. So let's check what the risks are.

The good news is Covid-19 case rates continue their drop from the Omicron/winter holidays surge. The 7-day average new case is down a third from a week ago, 43,250 vs. 64,294 (source: New York Times Coronavirus in the U.S., retrieved 8 Mar 2022). That's a tiny fraction of the rate seen at the peak in mid-January, when some days saw more than 1 million new cases reported.

On a normalized basis the US rate is down to 13 cases per 100,000 population over the past week. That's a level not seen in months. Specifically, not since July, when we were ramping into the Delta surge.

Locally, Santa Clara County, California, has a normalized rate of 11, lower than the national average. And Clark County, Nevada, surrounding Las Vegas, is even lower than that, at 9.8. (I imagine, though, that an area with a huge tourist population has many more cases than reported as many people who are actually sick & spreading disease leave before getting tested.)

So, the good news is that things are better than they have been in 6 months. The not-so-good news? These rates are still 3-4x higher than in June 2021, the time when the president was talking about July 4 being Freedom From Covid Day. Were there business trips in June 2021? Heck, no! Every major employer consider it too dangerous. The small employer I work for did, too.

So, is this a go or a no-go? I weighed the risks of this trip in January. Rates were high at the time, but I figured they'd drop. I knew I could cancel and attend remotely if they didn't. Well, the rates have definitely dropped, but unfortunately so, too, have masking requirements. I've heard from colleagues that Vegas is basically packed now with all the Covid-deniers who refused to go back when the city was requiring masks in casinos. (How is it known they're Covid-deniers? Mostly because they're such staunch deniers that they enjoy telling everyone every few minutes!)

Still, as I noted in January, there's immense pressure to attend in person. Oh, the company allows people to attend remotely, and managers say we won't be judged either way on our decision, but the fact remains that attending remotely vs. attending in person are not at all equal. People who are there will get way more out of it, particularly in the all-important area of relationship building. So I'm packing my masks and taking my chances as I board a flight to Vegas later today.

canyonwalker: coronavirus (coronavirus)
It's Tier Tuesday so time for a weekly check of Coronavirus statistics. The main metric, average daily cases per 100,000 population, has continued to decline. A week ago it was 81,823. Today it stands at 58,986. This is not only a 28% decline in one week but a 93% decline from the peak of 805,062 on January 15. Figures are per New York Times Coronavirus in the U.S. (retrieved 1 Mar 2022).

Along with the dropping case rates, mask requirements are dropping. The governor's office allowed the statewide mandate to lapse two weeks ago. Two counties, Santa Clara (where I live) and Los Angeles, kept indoor mask policies in place. But one week ago Santa Clara announced it would drop its policy if data supported such a change. The latest data have, so mask laws are largely lifted here, effective Wednesday. Example news coverage: KRON 4 news article, 1 Mar 2022; San Jose Spotlight article, 1 Mar 2022.

Previously I described the new policy as still requiring unvaccinated people to wear masks in indoors public settings. That is inaccurate. The new policy makes masks voluntary— though recommended— for all.

Masks remain required for all in certain settings. Masks must be worn in schools and child care facilities per a state requirement in effect through March 11. The governor has indicated he expects to lift that restriction starting on March 12. A separate rule mandating masks on public transit and in homeless shelters, health care and long-term care facilities, and correctional institutions remains in effect with no sunset date proposed yet.

Good News/Bad News

In the last several of my Tier Tuesday updates I've warned that the news is good news/bad news. That remains true this week. While Tuesday's 7-day average case rate is down sharply from the height of the Omicron surge, it is still higher now than before the Delta and Omicron waves.

The last time California lifted its mask mandates, 15 June 2021, the national average case rate was 12,620. Today my county decided to lift mask requirements with nearly 5x that rate... and most of the rest of the state and most of the rest of the country lifted theirs long before that. Other key metrics— test positivity, hospitalization, and deaths— remain substantially higher, too.

This all adds up to a conclusion that this lifting of the mask mandate is unscientific, that it's a premature, rushed change because the political will to tolerate restrictions in the name of public health no longer exists. We're effectively a nation of children who vote now.

canyonwalker: coronavirus (coronavirus)
It's Tuesday* so it's time for my weekly check of Coronavirus statistics. ...Today is actually Wednesday, of course, but I'm going by the latest statistics reported as of Tuesday. The headline news, reflected in many actual headlines, is that the rate of new Covid-19 cases is way down over the past month. But don't let the simplistic headline fool you. We're not out of the woods yet.

The good news is that Tuesday's new cases were 115,509 with a 7-day average of 140,204. (Source: New York Times Coronavirus in the U.S., retrieved 16 Feb 2022) These figures are less than one-fifth those of the peak of Omicron's surge one month ago. On Jan. 15 the 7-day average topped out just over 805,000.

The not-as-good news, and the reason we're not out of the woods yet, is that the surge is not done with us. Tuesday's figures remain higher than before the start of the Omicron/winter holiday surge. In late November, when Omicron made all the headlines as it was first detected in the US, the daily average of new cases was below 90,000. And the infection rates remain 10x what they were during last summer's low, when the daily rate averaged less than 12,000.

Also not-good news is that the death rate remains high. 2,328 deaths due to Covid-19 were reported on Tuesday, continuing a trend of over 2k a day that has persisted the past few weeks. The total death toll in the US stands at 923,809.

But, hey, the infection rate is coming down, so even if we're not out of the woods yet, we will be soon, right? ...Er, maybe not. Infection numbers are dropping, but health precautions are, too. Most of California drops its mask-wearing requirement as of today. Other states have done the same recently or will soon. Understand that relaxing these measures puts us back to the same situation that allowed the surge to happen. Omicron could surge again or some new variant or sub-variant could emerge and rip through the US.

canyonwalker: coronavirus (coronavirus)
It's "Tier Tuesday" as California reporters used to say when California had a Covid risk tier system and updated it every Tuesday. I like the weekly cadence for checking the latest Coronavirus statistics. It keeps me updated at a regular interval without the risk of "doomscrolling" by reading about Coronavirus infections, deaths, etc. too frequently.

The good news today is that new cases are down by 2/3 from their peak a few weeks ago. According to The New York Times' Coronavirus in the US page the 7-day average as of last night, 7 Feb 2022, is 253,782. The peak of 806,795 occurred Jan 14. We're at less than 1/3 of that peak now.

The not-so-good news is that even though we're well below the peak infections of the Omicron/winter holidays surge, we're still well above the infection rates of a few months ago. The new case rate on Nov. 27, when news of the Omicron strain first hit major national media, was 85,432. While the peak of the surge was 9x that, even today we are still 3x that level.

The low point of the past year occurred last summer, Jun. 21, when the 7-day average reached as low 11,179. Today's rate, while dropping, is still more than 22x that low.

Death Marches On

More bad news— yes, the bad news outnumbers the good 3:1— is that the Covid death rate remains very high. Yesterday 2,598 deaths were recorded in the US. We're at the highest death rates seen in more than 12 months. We passed a total of 900,000 deaths from Covid a few days ago. The grim 1 million death mark is likely to fall by the end of March.

For comparison, the 9-11 attacks killed 2,977 people (excluding the terrorist perpetrators). The US turned life upside down for 20 years and counting because of that one day death toll. The same US now shrugs its shoulders when nearly as many people die each day from an almost totally preventable cause.

canyonwalker: coronavirus (coronavirus)
The Covid-19 new case rate has been dropping lately. A look over at The New York Times Coronavirus in the U.S. page shows that in a little over two weeks the daily new-case average has dropped by half.

The news is not all good, though. While a drop by half is great, the current level is still 4.5x what it was in late November when news of the Omicron strain broke.

The Million Death March

Moreover, while the new case rate is dropping, the death rate is still climbing. This is somewhat expected as, in statistical terms, deaths are a trailing indicator of sickness. In real terms, yesterday's Covid-19 death toll was 2,658. This is 2.5x the death rate in late November, before Omicron.

Total deaths in the US from Covid-19 are just over 893,000 as of yesterday. At current rates they'll pass 900,000 by Monday or Tuesday. And even if the daily death rate subsides back toward 1,000 we'll cross the grim milestone of 1,000,000 dead probably sometime in April.
canyonwalker: coronavirus (coronavirus)
One week ago the US hit a new record in the ongoing Coronavirus pandemic: over 1 million new cases reported in a single day. I noted at the time that the Jan. 3 tally of 1,018,935 (it's been adjusted upwards a tad since I published my Jan 4. blog) was a bit of a statistical anomaly; it was on a Monday following a holiday weekend. Some states don't report data on Sundays or holidays, so Monday counts almost always show an artificial spike.

Well, today's Monday, and there's another spike. And this one dwarfs last Monday's spike. Today's tally is 1,417,493 per the New York Times' Covid in the U.S. page (retrieved 10 Jan 2022). Here's a graph of recent case numbers:

Recent Daily New Covid Cases - from NY Times (Jan 2022)

Along with this extreme new high in daily new case numbers the rolling 7-day average has continued to increase. As of today it stands at 737,415. Suddenly last week's spike isn't so anomalous.


canyonwalker: coronavirus (coronavirus)
The Coronavirus shattered another record yesterday (Jan. 3) as more than 1,000,000 new cases were reported in the US in a single day. If you follow any kind of news you've probably already seen/heard this reported multiple times. Tuesday's tally of 1,017,376 cases nearly doubles the previous one-day record of 585,013— set just 4 days earlier, on Dec. 30. (Specific numbers sourced from The New York Times' Coronavirus in the U.S., retrieved 4 Jan 2022.)

But what does this spike mean? It turns out, as I expected, that the spike really is a spike. Here's a chart from the same NY Times page showing day-by-day rates over the past 90 days, along with the 7-day moving average:

New Covid-19 Cases in the Past 90 Days (Jan 2022)

As you can see in the chart there's a periodic up-down to the daily numbers. The low daily figures correspond to weekends and holidays; some states don't report data on those new days. The spike days tend to be Monday and days following holidays, when some states that skipped a day combine 2 or more days cases into one number.

I point out the chunkiness of the data to make it clear that "A million cases a day!!!" is not happening every day now. It's a bit of a statistical anomaly. But just because it's anomalous doesn't mean there's no cause for concern. The 7-day moving average is 486,658. That's double what it was just one week early and almost 7x the rate from two months ago. And if the surge doubles from here, 1,000,000 new cases a day will become normal. 😨

canyonwalker: coronavirus (coronavirus)
"It's not like March 2020," I've been seeing in numerous headlines about Coronavirus over the past 24 hours. The president even said it in a speech today. The point of the comparison is to reassure the public that 1) the risks of Coronavirus today aren't as bad as they were in March 2020, and that therefore 2) drastic measure such as shutdowns are unwarranted. But here's the thing: by at least one important, evidence based measure the risks are clearly worse.

A key metric I follow, and which I frequently reference in this blog when I write about Coronavirus trends, is the average daily new case rate. This best reflects the answer to the question, "What are my chances of being exposed to Coronavirus?" The more people who have recent cases, the greater the chance you'll be exposed to someone who's contagious. Here's how that looks, now vs. then:

New Covid Cases - Now and Then - NY Times, 21 Dec 2021

I created the graphic above from The New York Times's "Coronavirus in the U.S." page (retrieved 21 Dec 2021) with callouts to compare now vs. then. At the end of March 2020, the worst part of that month, the daily average was 19,217. Today the daily average is 157,412. That's more than 8 times as many new cases. By this objective measure, "This is not March 2020"; it's WAY WORSE!

Now, not everything is worse today. A big positive is that we've got the vaccine in wide availability. More than 2/3 of everyone in the U.S. has gotten vaccinated. I've gotten vaccinated and gotten a booster, too.

The problem is that the vaccine is not a magic bullet. It gives only about 4x protection vs. the Omicron strain (meaning vaccinated people are 4x less likely than un-vaccinated to test positive for it) according to preliminary data being reported this week. 4x protection but 8x higher exposure.... Those are not favorable numbers!

canyonwalker: I see dumb people (i see dumb people)
It's in the news this evening that the US has passed 800,000 deaths from Coronavirus. I clicked through a few articles and went to one of my favorite data sources to learn more, and... it's not pretty. It's pretty sad, actually. The grim milestone of 800k dead is only the start of the sad story.

If I was going to distill this sad story into a one-sentence plot synopsis, it would be "Despite the US rolling out vaccines a year ago and achieving widespread free availability 8 months ago, the Coronavirus has continued to spread even more rapidly than before because 'Covidiots' don't take it seriously."

A visit over to The New York Times' "Coronavirus in the U.S." page shows that while the new case rate has come down from its January high it spiked up again in August-September and remains high.
New Covid Cases in US - 14 Dec 2021 - NY Times

I've highlight 2 points in the chart. On January 11 the 7-day average hit a high of over 250,000 new cases daily. By then vaccinations had already begun though their availability was limited to the elderly and sickest at first. The rate drops steeply for the next few months. That reflects a combination of the broadening vaccine availability, distance in time from holiday gatherings that spread the virus, and a move toward more outdoors activities rather than indoor in spring and summer.

The second point I highlighted is September 2, when a summer surge topped off with a daily average over 164,000 new cases. As a raw number this is lower than the Jan 11 figure but it's actually worse in a way because by then a majority of Americans had been vaccinated. Recent data show the unvaccinated contract Covid-19 at 5x the rate of the vaccinated and die at 13x the rate (ibid).

Recent infection rates aren't as bad 4 months ago, but it's worth noting recent figures are still largely driven by the Delta variant. The Omicron variant isn't yet a majority of the cases— and definitely not a majority of the recent deaths— yet. The worst of it could be yet to come.

And what about deaths? Mostly what I've shared here is case rates. Yes, Covid-19 deaths continue to be a sad fact. ...Especially sad because most of them are avoidable. Covid-19 deaths passed 400,000 in the US in January. That means they've doubled in the second year of the pandemic, after the vaccine started rolling out. Net-net it's like we're not even trying. And Covid-19 deaths reported yesterday were 1,276 (ibid). Even with some 60% of all US residents vaccinated that continues to be the equivalent of a 9/11 tragedy every 3 days.

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