Science

Day 62 – May 17, 2020

Queueing Theory is a fascinating branch of math that deals with the science behind… queues, as in line-ups. First of all, let’s take a moment to admire that word… queueing… how often do you see a word with five vowels in a row?

When it comes to line-ups, there’s more to it than you might think. The variables used in analyzing queues involve things like how often do new people show up to join the queue? How often is the person at the front getting pulled out of it? How long does it take to process and then get rid of that person? How long is too long? …because arriving people may see a long line and just say forget it.

The red velvet rope that delineates where to stand plays an important psychological role. If you arrive, and the queue extends past the end of the rope, you might think the line is too long, and bail….but if there’s lots of room and the rope extends way back… well — it can’t be too bad, right? Straight line vs snaking line? Should you be able to see the whole line, or should some of it be hidden?

Nightclubs play a balancing act… perhaps you’ve been to clubs where you wait outside a while, finally go in, and the place is half-empty. They make you stand in line to appear busy… to attract others to come…but, of course, if the line is too long, you may be dissuaded to wait… it’s a fine… line.

Some of it is fancy math, and some of it is just social engineering, but fundamentally, there are right and wrong ways to do queues. Like, what’s better… 6 independent line-ups for individual bank tellers, or one central line-up that sends the person at the front to the next open window? That one is a no-brainer… pretty-much everywhere that can support the latter has switched to that model. It’s not necessarily better for an individual who might luckily pick the fastest line, but it’s the fairest… and from a psychological point of view, that keeps everyone happy because it’s balanced. It’s very aggravating to be standing in a slow-moving line while everyone else is moving around you. And if you picked that line, part of you is thinking you “lost”.

I think about that whenever I’m stuck in a bank line-up… that this is the best way to do it, and it could be a lot worse. How much worse? Allow me to describe what’s possibly the worst way to do it…

In Copiapó, back in the day, here’s how it worked… one day, I was told to run to the bank… here are some papers, some forms… just go there and hand them over; they’ll know what to do. And go now, and hurry, it’s 11:45. Doesn’t the bank close at 4? Yes, but you need to be there before noon — go!! So off I went to the bank, a couple of blocks away.

There were four tellers open, and each with a few people waiting, each with its own line-up. I joined one with 2 people ahead of me… like, who knows, right? Go with the shortest line, of course. But as I’m standing there waiting, time is ticking and ticking… and the people around me all seem to be getting more and more agitated. Grumblings of “what’s going on” and “hurry up” and so on. Whatever, I’m up next, but as soon as the person ahead of me is done and leaving, the teller pulls up a “closed” sign. In fact, all 4 tellers do it at the same time. It’s exactly noon, and it’s lunch time. Much groaning from the people all around me… but nobody moved, so neither did I. And I watched, as she pulled out a paper bag. From it, a sandwich, an apple, an orange Fanta and a paperback. And I stood there, for exactly 30 minutes, watching her and her co-workers have their lunch, simultaneously. She ate her sandwich, she ate her apple, she drank her Fanta. During that, she read her book as if there weren’t a crowd of people, me at the front of it, staring at her during the entire time. And at exactly 12:30, she put all that way, removed the sign and it was back to business. My thought at the time hasn’t changed: there can’t possibly be a worse way to have organized this.

Most places that can afford the space have moved to the “single lineup feeding into multiple spots” model. In that model, it’s best to leave the decision-making to the very last minute… everyone is in the same queue, and as soon as a spot opens up, the next person, which by definition is the person who’s been waiting the longest, gets it. Sometimes, that decision point has to be made earlier, and that tends to unbalance things. For example, airport security… you’ll often be thrown into a single long line, at the end of which some person will look around for what looks more open, and send you to that security screening area (one of 6, let’s say) which will already have its own line-up. Depending on many things, you may end up 10 minutes ahead or behind the person that was next to you.

Line-ups have been around forever, but different cultures treat them with varying degrees of respect. And in some cultures…

Yeah, speaking of airports and speaking of Chile… when you fly down to South America from Vancouver, you have two choices… go through the U.S., or don’t. Which means either flying through L.A. or Dallas…. or flying through Toronto. From a hassle point of view, a no brainer. Avoid the U.S. and TSA and security line-ups and all of that. But there’s one part of the trip that you have to see to believe.

We’re all used to respecting queues, like when boarding a plane… Zone 1, Zone 2, etc. We all get into that little set of chutes and wait for our turn. But if you’re in Toronto, flying down to Santiago, Buenos Aires or Rio…. all bets are off. There is no semblance of respecting any sort of queue. It is an angry mob that’s standing, jammed and jostling, for an hour before boarding. Forget the children and families first, forget the elite status business class VIP whatever. None of it matters. But one thing those Latin American cultures do respect is the elderly… so what you will see in front of the mob are wheelchairs. One or two? No… try 30, most of them with surprisingly mobile people once it’s time to board… oh, don’t worry, they say as they miraculously rise from their front-of-the-line chair, I can take it from here. I’ve asked the gate agents about all of this, and it’s very simple, especially since it’s a late-night flight and they just want to get home: “We don’t even bother anymore”.

One thing we’ve all gotten used to these days is finding queues where we never had them… especially grocery stores. Queues that tell you where you can stand, and where you can’t. Big Xs on the ground and arrows to point you in the right direction. A visit to many groceries these days is a moving, one-way queue — first in, first out, no going back. It’s evident to me, that in some cases, not a lot of thought went into it initially, and that’s fair. Everyone is trying to figure things out as they go along, and most people don’t have an arsenal of queuing-theory formulas at their disposal. Even before all of this, the supply/demand for cashiers at Safeway wasn’t dictated by some supercomputer. The cashiers themselves see things suddenly getting busy and just page someone to come help. And when things get slow, that person disappears to the back. That “busy-ness” has now moved to the outside of the store, which in many ways is a better place for it.

Ultimately, that’s the way we’re all doing it these days; just go with what works, and course-correct it as needed. And for what it’s worth, as time has gone on, certain things seem to have improved… as you’d expect. People have realized when it’s “good” to go, which self-balances things. People have realized if they can make their shopping trip efficient, it helps a lot. No aimless wandering up and down aisles… plan ahead, know what’s where, and do it all at once. Far less time wasted. There are now many things in place that didn’t exist until recently, and will likely stick around when things are back to normal… just one more thin, silver lining to the big cloud of the day: this pandemic is making parts of our society much more efficient.

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Day 39 – April 24, 2020

Yesterday, I talked about the dinosaur apocalypse… how they were all wiped out. But, to reiterate, the only ones that were fully wiped out were the ones on the ground. As hard as it is to believe, and I know some will take exception to this… but… birds… are not descendants of dinosaurs. They are dinosaurs… the ones that survived that cataclysmic event 65… sorry, 66 million years go.

That cataclysmic event was so… umm, cataclysmic… that it wiped out 75% of all species on earth. That was fortunate for those who survived, because it gave them the evolutionary advantage to thrive, among them… mammals.

It’s a long line of evolution between those mammals and the first hominoids… but it does beg an interesting question; has the human race ever been close to extinction? Terrestrial dinosaurs were around for close to 200 million years. Humans have only been around… well, depends how you look at it. With broad brush strokes, the human animal… maybe 300,000 years… but we only began to exhibit what you might call “modern behaviour” around 100,000 years ago.

What would’ve happened if a pandemic-capable virus had shown up? Not much, because there was next to no overlap of communities distanced by geography. It makes one wonder, how often have there been these sorts of viruses over the centuries? Probably lots. But it was localized, there was no treatment, there was no social distancing… all that happened was a big wave of very sick people dying, and eventually through herd immunity and/or lots of death, the virus made its way through everyone it could, and then disappeared from existence.

But the human race actually did come close to extinction, and it wasn’t that long ago, geologically speaking. Well, this is one theory. It’s interesting, as usual, to research things on the Internet because you can always tell where the conformation bias lies. You can tell what people want to believe, and how they conform their evidence to support their side.

Around 75.000 years ago, there was a massive volcanic eruption — one of the biggest ever. The Toba Supereruption (Lake Toba, Sumatra, Indonesia) erupted and ejected some 2,800 cubic kilometres of magma. That is a staggeringly huge cube of hot, melted rock… and it left behind something the same size as the crater that took out the dinosaurs… an enormous 100 x 30 km caldera complex. Once again, it messed with the environment very significantly… the six billion tons of sulphur dioxide that were ejected into the atmosphere caused a global cooling of up to 15 degrees all around the planet for at least a few years, and it was many decades before things returned to normal. This lowered the tree line and snow line by about 10,000 feet… and for humans who were used to a dry, temperate climate, years of perpetual snow did not sit well.

There is a genetic bottleneck at the time when looking back at humans, meaning it seems we can all trace our DNA back to a small group (like a few thousand humans) who made it through that. The rest were wiped out. And to some extent, if that’s what happened, you have to assume we’ve all evolved from a pretty tough group of humans. This was survival of the fittest imposed in the harshest of ways.

This is one theory, and it’s very interesting. There is another group of scientists who claim that’s hogwash, and that the evidence doesn’t necessarily imply any of that.

Whatever the case, all of that I learned yesterday while digging into dinosaurs… you know how the internet can be… one moment you’re reading about what you were researching, like dinosaurs and their extinction… and 40 minutes later you’re reading about mentally ill monarchs throughout human history.

That’s a good little segue onto a topic I really don’t want to touch here. I had a whole thing written out, and indeed, I could write a book on my thoughts with respect to American politics of the day, but this is a scientific and statistical endeavour, ostensibly aimed at keeping track where we are with respect to this pandemic. On that note, it’s not irrelevant to point out, as I have earlier, the shortcomings I see when it comes to leadership pulling in different directions, etc etc. But I just deleted many paragraphs that delve into far more detail, and will leave it at that.

OK, one paragraph. I worry greatly for the great country of the United States of America. Every single day, thanks to the actions or words of just one man, the chasm that separates two groups (big broad brushstrokes here: Republicans and Democrats) — gets a little bigger. It started on day 1, lying about the inauguration crowd size. “Who really cares” is really what should have been the answer, but he chose to lie about it, then double down on his lies, then make others lie for him… it was bewildering, to be honest. What the hell is going on? There was incontrovertible evidence… pictures and witnesses and everyone who was there… but no. It ended up with “alternative facts” trying to be jammed down our throats. All of this on day 1 of his presidency. And since that day, whenever he says or does something that is completely unpresidential, both sides rise to the challenge. And while the argument rages on about who’s right and who’s wrong, the country slides a little bit more downhill. This is not to bash on Republicans and Democrats… there was a time when both those parties worked in harmony for the greater good of the country, especially in times of crisis. I really wonder how repairable this is now. Long after Trump is gone, the degree of bipartisanship needed to successfully guide a country — may not be achieved for many, many years. And I’m not interested in the bullshit arguments of what a great job he’s presently doing. He’s not. I don’t use vague handwaving and gut feel to come to my conclusions, I use hard facts. As you may recall, this entire project of charts and graphs and light commentary started with a simple exercise of trying to track Canada’s response to this crisis as measured by comparing the U.S. and how they were doing. And comparing them to Italy, who was ahead of them. The short answer now is: Awful. Brutal. Look at the numbers, look at the graphs. This isn’t fake news, this isn’t opinion. These are their numbers. These are confused people. These are hospitals that can’t keep up. These are states and leaders with mixed messages. These are deaths. These are the preventable disastrous blue line and its associated numbers, towering over the green, red and black ones below it. This is failed leadership, from the very top.

Sorry for the long paragraph… but I did say, just one paragraph. But, some numbers… Canada, today, flat or better growth all across the country. U.S…. more deaths today than the number of new cases in Canada. Also U.S., more deaths today than the entire number of known cases seen in B.C., active or resolved, since the beginning of this pandemic. And finally, U.S., more new cases today than all of what Canada has seen, combined, since day one. By the end of the weekend, the U.S. will have seen its one millionth case. Canada will be below 50,000. That same proportion maps to deaths. And some quick math for you… no, the population of the U.S. is not 20 times that of Canada. Not even 10. As President Trump likes to sign at the end of many of his Tweets: Sad.

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Day 38 – April 23, 2020

When I was a kid, I was taught that the dinosaurs died out sixty-five million years ago. More recently, my kids, when they were in elementary school studying dinosaurs… were taught that they died out sixty-six million years ago. How exactly did a million years elapse in less than 50? Was it at 65,999,980 in the late 70s, and it just recently “rolled” over to 66?

No… but something must have changed, and it did, from various directions. Geophysicists, geologists, palaeontologists and other researchers… all working on completely different things — some drilling for oil in the Gulf of Mexico, some working on hypotheses regarding the mass-extinction event from around 65 million years ago, some researching a very thin but fossil-diverse soil layer in New Jersey from around that time period… at some point, in the early 80s, someone asked the “what if…?” of a meteor/asteroid/comet slamming into earth might hold some explanations… and indeed, the puzzle pieces all fit. And, further to that, if that were the case, we should also be finding other things, specifically… well, this and that, and when “this and that” were searched for, they were found. Including dating that massive crater to just over 66 million years.

That crater (the Chicxulub crater — 100km wide, 30km deep) was caused by a piece of rock somewhere between 11 and 81 km in diameter, slamming into the earth with a force of somewhere around 500 billion Hiroshima A-bombs. That’s a lot of bombs… so let’s do some ridiculous math…

Each bomb is 3 metres long…. so if we line them up, end to end, that’s 1.5 billion km. That’s from earth, to the sun… and back. Five times. Or back and forth to Mars, four times. Or one, nice long line of A-bombs… from here to Saturn.

So imagine all that firepower concentrated in one spot, all blowing up at once. It’s a wonder the earth itself survived. It did, though the massive earthquakes and tsunamis and acid rain and volcanic eruptions and blocked-out sun for years… did not make for great living conditions. All of the terrestrial-based dinosaurs were wiped out, and all that’s left of them are the ones that could literally fly above disaster below. Indeed, from a dinosaur’s point of view, we are all living in a post-apocalyptic world.

And how do we know all this? Science. Knowledge attained through study and practice. Knowledge acquired through the rigours of scientific testing, which itself implies a methodology that includes proving hypotheses though experimentation, data-collection and analysis. It’s not vague hand-waving and guesswork.

Which is why it’s getting a little frustrating listening to some of the nonsense spewing out of the mouths of some politicians and business leaders from around the world. Yeah, we get it — the economy is in shambles. We need to get back to normal. Everybody is suffering. But when the vast majority of scientists agree on something, they’re probably right. And when it’s not what you want to hear, that doesn’t make them the bad guy. Listen to them. Don’t fire them. We are all suffering through this present situation, and the virus doesn’t care who you are, what your political motivations are, how much money you’re losing every day. But the virus does care about surviving…if it could think, that’s the only thing it would care about. In fact, if it could survive without causing you any bad side-effects, it’d probably choose that, because then it could propagate further and guarantee its survival. Either way, it’s not going to go away on its own… and its efforts to survive hurt us… and if we left it to run wild, we would be in a world of hurt.

Many different scientists are working on this. Not geologists nor palaeontologists. More like epidemiologists, microbiologists, immunologists, virologists and biotechnologists. And a whole host of other “…ists”. Today, they say things like “social distance” and “lockdown”, and for that, they’re the bad guys. One day, when the same people are saying, “here’s a vaccine”, they will be heroes.

They’re already heroes, thrown into a spotlight none of them ever wanted. “Leave me alone to do my research for the greater good”, they would tell you… but instead, they seem to face the wrath of those who don’t want to deal with reality because it conflicts with their electorate and/or bottom line.

Once again, and I’ve said this countless times… we’re very lucky around here. We have scientists who know what they’re talking about and we have politicians who listen to them and we have business leaders who understand the big picture. Looking around the world, we seem to be in a fortunate bubble of intelligence, harmony and cooperation… which is why if we do what they say, we will all get out of this sooner. And today is a good example; only 29 new cases here in B.C., including cases in known clusters… which means, at most, only a handful of new community cases. No jumps in hospitalizations or ICU cases. Steady as she goes.

And by the way, scientists… you managed to adjust that dinosaur number by a million years… we’ve been at this for about 4 months now… and back then, we were being told a vaccine in 12 to 18 months away. Can we adjust that a bit…? How about 8 to 14 months?

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Day 34 – April 19, 2020

There’s this old joke where a mathematician, a physicist and a statistician go hunting. They’re crawling around for a while, but suddenly see a deer, way off in the distance. “I got this.”, says the mathematician, and he carefully takes aim and pulls the trigger… but misses about 5 feet to the left. The physicist says, “Not bad… but I got it”. He aims his rifle and fires…and misses, 5 feet to the right. The statistician jumps up excitedly… “We got him!”

This game of analyzing numbers can get very convoluted, because there are always different ways of looking at things, and according to something I briefly mentioned yesterday (confirmation bias), we’re often looking to find and interpret data to fit what we believe… or want to believe.

There’s a big part of me that wants to believe this virus is far more prevalent than has been reported. The implications of that pretty straightforward. At the moment, in Canada, we have around 35,000 confirmed cases. We all know the real number is higher than that, but how much higher, and what does it matter? If the number were 100x, we’d be approaching 10% of the population. If it were 1,000x, we’d be way past the point of herd immunity… the implication would be that we’ve all had it and can pretty much get back to normal, just being extra careful to isolate those who are still at risk, at least until they get it… in whatever form it shows up… knowing full-well the medical system can handle it. We will, in the near future, know exactly what number to attach to that x. Here in B.C., somewhere between 5 and 10 is my guess… which, combined with our effective efforts at flattening the curve, imply we can start along the path of getting back to normal… and the initial easing of restrictions, tentatively scheduled for mid-May, is step one.

There’s a study coming out of Stanford that implies that number may be between 50 and 85. I am suspicious of that number for a few reasons, but we will let the experts sort it out. The sample size and who comprised the test group and a few other things… leads me to think there are a lot of asterisks next to a lot of the findings. I haven’t read the report, but as per above, I hope it’s even a little bit true; the implication that this has been around longer and wider than we think.

That being said, there is no version of reality where this is just like any other seasonal flu. A “bad flu season”, and we’ve had many, does not overrun the medical system like this one has. There is no version of this where “just let it run its course” would make sense. There is a lot of screaming from some people about how we’re destroying our economy and people’s livelihoods for nothing. Well, there will be plenty to learn from all over the world, since there are (unfortunately) jurisdictions that have decided to follow different, less strict routes… some through design (U.K.), some through incompetence (U.S.), and some through sticking their heads in the sand (Sweden). There is a technical/scientific term for when one suddenly realizes the present course of action may not be ideal, and that a drastic course-correction may need to be implanted. It’s called the “Oh… shit” moment.

Two of those jurisdictions have already had their moment. The third is well on its way, and it requires a somewhat different way of thinking about things.

Let’s begin with a bad example of trying to compare apples to apples. What country has the highest confirmed infection rate? Well, it’s the Vatican City… they have a population of 800, and have recorded 8 infections. But 8 out of 800 is the same as 1 out of 100. Which is the same as 10,000 out of a million… which is very, very, high. The U.S. comparative number is 2,300. Canada’s is 922. In fact, given the demographic breakdown of the Vatican population (I’m assuming a disproportionate number of older men)… and the fact that it’s surrounded entirely by Rome, the largest city in Italy (whose comparable number is 3,000), that’s pretty good. To add to the list of interesting but useless numbers, the Vatican has 2.27 Popes per square km.

Part of the challenge of analyzing numbers is being sure you’re comparing apples to apples, and the more I’ve been at this, the more I realize it’s not even apples to oranges… more like apples to bicycles.

Sweden, with a population of 10.2 million, has 14,385 known cases… which equals 879 cases per million… pretty close to Canada. So far so good. Their number of 1,540 confirmed deaths isn’t so great… more than double the U.S, and approaching Italy numbers as a percentage of total population. But not an outlier with respect to other countries. Where things differentiate greatly is the “Resolved” column, and that one is pretty-much apples to apples around the world. No matter how widespread or deficient the testing strategy in any particular jurisdiction, there is a measurable number of test-positive cases, and those cases will resolve: recovered or deceased. This doesn’t have anything to do with assumed cases or Stanford studies. It’s far simpler… at some point, you were tested… and you either recovered or you died. These are the survival rates of identified cases:

Canada: 88.4% (B.C. 92.4%)
United States: 63.6%
South Korea: 97.2%
Spain: 78.4%
Sweden: 26.7%

So what exactly is going on in Sweden? If you look at the distribution of test-positive cases, it’s a pretty standard bell curve. If you look at the distribution of deaths, it’s heavily weighted to older people…. 89% of those deaths are people aged 70 or over. That’s comparable to Canada as well. I think the vast difference may be that a lot of these cases aren’t being identified until they’ve passed away. I’m not sure these cases are entering the system till “after”, and it goes straight into the two stats: positive test plus death. Their medical system is not overwhelmed. It’s a first-world country when it comes to treatment, and they have capacity. So the implication is that the virus is running rampant through the elderly population… and given their strategy, no masks nor gloves nor social distancing (unless you have symptoms) and keeping everything open… this will eventually reach everyone over a certain age. That’s roughly 20% of Sweden’s population, and with a roughly 10% mortality rate for that demographic, that’s more than 200,000 people. That is their trade-off for keeping the economy open.

In Canada, 4 million people are aged 70 or over. So if we did the same here, we’d be looking at roughly 400,000 deaths in that age group alone.

Those are the worst-case scenarios, mitigated by potential treatments, vaccines and changes in policy… but here’s at least one version of an answer to that rhetorical question that’s often getting asked: “What is the trade-off for shutting down our economy?” The answer is… many, many lives.

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Day 23 – April 8, 2020

Back in 2007, a friend approached me. He’d started a company some years earlier, and it had reached a turning point. We talked about what it needed to take it to the next level, and I saw enough potential in it to get involved. He was the CEO, he had a vision, and I shared it. OK, let’s do this. As part of it, I also brought in one of my closest friends, and together we built it from a handful of people to an industry leader. In reality, those two built it with their day-to-day hard work. I just threw in my two bits when needed. Early last year, we sold it to a much larger company. A very nice success story.

Yesterday, I had a Zoom call with those two. One of them is the former CEO. The other is the former president, but still runs what used to be our company as a subdivision.

And it wasn’t a great call… just an update to let us know that our acquirer, themselves now facing top-line revenues that were 15% of original projections, had to let a lot of people go, including many of the key people who’d help build our success story. It knocked our piece right back to 2007. The worst part of it was hearing the names… these great, talented people who’d been such an integral part of building this thing… all out of a job.

Also yesterday, I had a very nice chat with a reporter who covers horse racing. She wrote a very nice article which you can see directly below this post. As much as it was a discussion about me and these posts, it also got into a much larger discussion with respect to the horse racing industry and the people it employs… including her. A sports reporter without any sports to write about… now what.

Like so many businesses and industries and people these days, very few have worst-case scenarios designed to deal with zero revenue. A pub might have a great month because the weather was good and the patio was open and jammed with people enjoying the sunshine. Or what could have been a great April and May were not, because the Canucks missed the playoffs. The guys in the offices have lots of fancy spreadsheets where they plug in numbers and run lots of different “What If” scenarios. But none of them ever plug in zero at the top, because zero at the top means you don’t have a business. Unless you’re Apple, and sitting on hundreds of billions of dollars in cash, you’re presently in completely uncharted territory.

Having had that discussion about horses yesterday, I woke up this morning really missing it. This beautiful sunny morning, exactly the sort of day where in that parallel universe — the one where the Canucks clinched a playoff spot a few days ago and are preparing for round 1 — I’d be heading off to the backstretch at Hastings Park, where I’d park myself at the gap, the rising sun behind me to the East, and watch horses, some of them mine. The smell of the barns, the hay, the horses, the mud. The sound of distant hoofbeats getting louder as the horses approach, and then fade away as they round the turn. The sight of these beautiful animals in full flight, sun glistening and steam rising off their bodies. Words don’t do it justice… but if you’ve never experienced it, that might give you some idea.

And then there’s the people, of course. I miss that crowd… the backstretch of any racetrack is its own society, and for lack of a better way of describing it, a “flat” one. Whether you’re the wealthy owner writing cheques or whether you’re the hard-working groom who’s up at 5am mucking stalls, everyone is there for the same reason, that same passion. Anyone can — and does — talk to everyone else, at the same level. An eclectic collection of peers. But there is also a big difference… for me, this is just a hobby. For them, it’s their livelihood, and in some cases, their home. There is uncertainty at every level.

Those of you who think you’re considered to be nothing more than expendable little cogs in a big machine… I assure you, you’re not. Whether you were writing software or serving beers or mucking stalls… and now, for the moment, are not… there is someone, somewhere… in a cramped little office, after a sleepless night, stressed out looking at a scary-looking spreadsheet. That spreadsheet these days has a lot of red numbers. And that guy feels bad. Really bad. Not because he’s not rolling in the cash, but because he knows you have rent to pay and mouths to feed. He wishes he could do more for you, and in many cases, he does. He wants that light at the end of the tunnel as badly as you. He wants you back at work. He wants to have work to give you.

I think if I ever had to go to prison, and were given a choice…. one option is a 10-year sentence. The other, unknown: you might get out tomorrow. Or, you might never get out. Every day, the same thing. Maybe you’re going home today. Maybe you’re not.

Given what I’m experiencing today… indeed, what we’re all experiencing… I think I might go for the 10 years. That’s a dreadfully long time to be locked away, but at least you can wrap your head around it. Set goals, set expectations, figure out how you’re going to fill that time.

I think what a lot of us are feeling these days is the despair that comes along with the uncertainty. Tell us when we can get back to normal goddammit… just tell us. I get it, and I feel it too. I don’t have the answers either, but one of these days I’ll give my version of what I think that finish line looks like… because there is one… the when and how. It’s on the horizon, but nobody is quite sure how distant… yet.

For now, we’re here today, so let’s look at some numbers…

It wasn’t a great day out East, as far as numbers go… but it’s actually not as bad as the first impression might imply. Ontario saw an increase of 550 confirmed cases, which is a jump of 11.6% from the previous day… but the average increase over the last three days there is only 9.3%… and the 3 days before that were 13.1%. And the three days before that were 17.9%. While I’m at it, let’s do the same for Quebec… their 3-day average daily increase including today is 7.9%. Three days previous, 13.2%. And the three days before that, 17.3%. As far as trends go, this is exactly what you want to see. A one-day spike doesn’t necessarily imply a sudden, drastic turn of events. Indeed, here in B.C. we saw 45 new cases… which is the highest one-day increase in 5 days. But then again, it’s only an increase of confirmed cases of 3.5% over yesterday.

Everyone — just listen to your respective chief medical officers. And if you don’t like what yours is saying, listen to ours — she’s awesome, and she’s right. We’re doing it. It’s working. It’s not magic; it’s science. But we’re not there yet. Stay at home, physically isolate, and do your part… we’re getting there.

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Day 21 – April 6, 2020

When you’re on a plane, approaching the end of a long flight… if you happen to be paying attention at about 30 minutes before landing, you may notice the hum of the engines drop a semi-tone or two. And you will feel the nose of the plane pitch forward slightly. This is the result of the pilots reducing power to the engines, which is the first step of many needed to land the plane safely. It takes about 30 minutes to bring an airliner flying at 35,000 feet and 500 knots down to 0 feet and 0 knots. Indeed, there are ways of doing it much faster than that, and they’re highly not recommended. If you want to get the plane and all its occupants down safely, it’s a process, and that’s how long it takes. But what if we just “dive steeper”? Or just crank the engines and point it down and “go down faster”?

Anyone who’s ever pitched a proposal can tell you what two questions need answering first: how much will it cost and how long will it take. The cost is often negotiable. The “how long” often is not. Some processes can’t be altered nor compromised nor made better nor anything. You want a baby? You need a man and a woman and 9 months. Well, jeez… I’m in a hurry… what if we put 9 men on the job… can we have that baby in a month? Uhhh…. no.

That plane is in the hands of two people who know what they’re doing, and we put our trust in them, and they always seem to deliver. But if you happen to be sitting back in 29B, sitting next to “an expert” who’s explaining to you everything the pilots are doing wrong (“Hey see how that flap extended, man that’s gonna slow us down and burn more fuel, that’s no good, why’d he do that”), then you might understand how I’m feeling today after posting something yesterday that an awful-lot more people than usual read.

I like my plane metaphor, because it’s useful in two directions.

Number one, and more important… today is “double-header” day here in B.C. — we get both yesterday and today’s numbers of new cases, and that can go one of three ways… two wins… or two losses… or a tie. A quick eyeballing of the days leading up to today would imply that anything below a 5% case increase would be a win for either day. Less than 4% on both or either would be great.
The numbers were 2.2% and 3.0%, which are both really excellent. But as our resident captain and co-pilot keep telling us, we haven’t landed yet. Stay in your seat and keep your seatbelt fastened. We’re not there yet. And if you stand up now, we might hit some turbulence and you could get really hurt, or hurt someone else. See? Good metaphor.

Number two, I find it fascinating that everyone who 6 months ago was an expert on impeachment hearings and the way the senate works and immigration and indigenous rights… is today an expert epidemiologist.

The best evidence I have that I’m no expert is that it just took me quite an effort to spell that word correctly. And I don’t claim to be. I am an expert with computers, and I’m pretty good with numbers and I suppose I have a way with words… which leads to this possibly entertaining and hopefully informative but in no way expert opinion of what’s going on around us. Give me some numbers, and I can make some pretty graphs with pretty colours. I can map some tables with pretty informative numbers too. And, if you’re still reading at this point, can evidently write about it in some engaging fashion. I can tell you what’s going on from my own, unique point of view.

I feel the need to mention this so I can address this issue of “the numbers are all wrong so this is all B.S” which I see both publicly and privately. Sure… notwithstanding you’re not even a photographer, those shadows don’t look right and why aren’t there any stars in the background… clearly, the moon landings were faked. And here, give me the controls, I can land this plane. I saw it in a movie once.

These numbers are all we have, and, at present, they are serving us well. Some are straightforward. Some are inferred. Some are assumed. A lot of great minds are coming up with these numbers, and they’re in-line with what we’re experiencing. I can’t speak for the rest of the world, and I’m only going with what the credible sources tell us, but in general, those numbers are lining up with the associated experiences around the world. I am also, along with everyone else, waiting for the local emergence of a quick and accurate at-home serological antibody test… the test that will detect whether you’ve ever had the virus. And not just here. Everywhere. Actual science, not guesses and assumptions based on ignorance or hope. That will answer a lot of questions. That will verify the numbers. Or prove them all wrong.

Either way, until then, I’m going with the science.

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