mindstalk: (Default)
So, a little model I came up with. kchoze said the US has one supermarket per 8500 people; let's say a good supermarket needs 12,000 people. Let's say this city has 3,000 people/km2 -- less dense than LA, not much denser than the threshold at which Americans in one survey said their neighborhoods were 'urban'. ('suburban' started around 400.)

So 12,000 people is 4 km2, or a 2x2 km square if uniformly distributed. Assuming the markets are themselves uniform, in a grid-like street pattern, no one has to walk more than 24 minutes to the market (walk speed of 5 kph or 3.1 mph) -- 1 km down, one 1 km over, say. Now, that's longer than I would like to walk (though I walk faster than that), especially if having to make many trips for a family, so maybe many people drive. That's still a lot who don't have to.

Or maybe they bike -- even a slow ride wouldn't take more than 10 minutes. Is it safe? It could be -- place arterials every km, the whole ride can be on slow residential streets that don't allow through-traffic by cars. Or maybe there's a protected bike path along the arterial. Or both.

Maybe the density isn't uniform -- it could clump up around the market, thin out near the edges of the square. This would happen naturally if there were a train or light rail station and commercial cluster around the market (assuming zoning *allowed* it to happen.) So a diversity of housing preferences would be catered to, plus fewer people would be living far away from the market.

The US also has 1 convenience store per 2000 people; let's say per 4000 people, so there are three such stores somewhere in this square. Probably a few other thing as well.

12,000 people would have around 1800 kids of school age, so depending on school size you could have one big school every few squares, accessible by walk+train, or multiple small schools easily walkable within a square. Likely small elementary schools, and a bigger high school for lab/gym/language stuff. But it could go either way.

It's no Osaka or Florence, but it seems a moderately walkable neighborhood, and with decent light rail or bus service to elsewhere you could likely get by without a car. All at a density that's a fair bit below what I usually consider necessary.

What's missing from real US places? Well, zoning that allows supermarkets and other businesses every couple kilometers, for one thing; if your city zones for 5 miles of pure housing, that kills this dead. Gridlike[1] streets -- if your suburb is built around dead ends off of arterials, travel distance can go up a lot. A high frequency bus line or such every couple kilometers.[2] Keeping neighborhood schools and not replacing them with mega-schools on the edge of town. Pervasive bike safety.


[1] Japanese cities are often terrible at having simple straight lines, but the connectivity of small residential streets is similar to what you'd get from a clean grid.


[2] Can you support that at this level of density? I don't know -- but if you provide the service, and don't go out of your way to favor cars, maybe. Just looking at one 2x2 km square, if 6,000 of the residents would otherwise spend 30 minutes a day driving, that's 3,000 person-hours a day. Seems like you should easily be able to afford a few bus drivers circulating around -- say 12 at once (one line every km, one active driver per 2 km, each way) for 8 hours, double for an evening shift, that's 200 person-hours a day.
mindstalk: (atheist)
This is worth calling out from the previous post: look at https://en.wikipedia.org/wiki/List_of_countries_by_traffic-related_death_rate and sort by the various columns. In particular the third one, road deaths per billion vehicle-km. US is 7.3, Japan is 6.4, not hugely better. Most rich countries are better, down to 3.4 (UK) or Norway (3.0) Many rich countries are least 1/3 better than the US (5.1 or lower).

So when we talk about the 40,000 car crash deaths a year in the US, and how preventable they are, there are two dimensions: reducing the amount driven, by increasing density and mass transit and bikeability, and improving the safety of cars as they are driven, by I don't know what means exactly but roads can clearly have only 40% the death rate of US ones.

Between the two, well, Canada and Australia (large car-loving countries like the US) have less than half the road deaths per capita of the US, so 20,000 American deaths/year are easily preventable. Looking at the UK or Nordic countries, 30,000 deaths/year are preventable.
mindstalk: (thoughtful)
Follow-up to Osaka house size and Urban density.

So, buildings here tend to fill their lots and not have yards. They're certainly *allowed* to have setbacks and yards, unlike the draconian land-use and FAR (floor area ratio) regulations of the US, but through much of Osaka they don't. (There are yards in Japan, I've seen them in Nara and Kyoto away from the city centers, in Kyoto not even that far from a train station, in Nara not far from a bus running every 4 minutes.)

Imagine that every lot is 1000 square feet, which allows for a quite ample two-story house, even with a parking space or two (say 200 square feet per space[1]), and/or a strip for plants. Imagine that half the urban land is devoted to such residential lots (after streets and non-residential uses.) That allows for 5381 houses per square kilometer. Assuming an average of 2 people per household (2.55 seems a more accurate 2010 number for Japan) that's nearly 11,000 people per square kilometer -- considerably denser than San Francisco or Somerville (both around 7,000) or anywhere else in the US outside NYC. At 2.5 people per house that's 13,500 people per square kilometer, on the order of Bronx and Brooklyn. Without needing a single home taller than 2 stories, and giving 1000-2000 square feet per home (unless you build a one story home with two parking spaces, and then you're just asking for it.)

It certainly can be nice to have your own yard. But US yard are big enough for second homes. We shouldn't be *requiring* them.

(Note: Osaka overall doesn't look like this, there are many tall buildings. Parts of it and I think Tokyo do look like it, though. And it's an interesting exercise. And my current lot is probably more like 200 square feet.)

[1] Interesting effect of most of the streets being one-lane alleys shared by all modes: no sidewalk, so no curb cut effect from having a driveway.

Parking lots and garages in the US need at least 330 square feet per car because of access lanes, but curbside spaces or house parking that opens directly to the street are different. Hmm, actually the space use of driveways should include the curb cut and denied parking space as well as the car space on the private lot, but again not an issue when there is no curb or street parking.
mindstalk: (Default)
A simpler take on https://mindstalk.dreamwidth.org/511477.html

If everyone used Bitcoin, you could use it twice in your lifetime.

Global life expectancy is 70 years, which is around 2 billion seconds, which allows for 14 billion Bitcoin transactions, given a hard limit of 7 per second. There are 7 billion people, so in that 70 year span, two transactions per person.

Currency of the future, I tell ya...
mindstalk: (Default)
I like doing botecs or Fermi estimates, and I also like doing them in reverse, framing a number I already know. I'll be doing the latter here.

Say I want to estimate the GDP of the USSR, not trusting their numbers. I'll posit some facts: population of 290 million, rounded to 300 million (I assume they're less likely to lie about numbers of people.) Subsistence agriculture GDP/capita of $500/year. Modern US GDP $50,000/capita -- but we're talking about 1991, 30 years ago. I know US productivity growth has been meh, so let's say the US was $30,000 back then.

So, Soviet GDP will be a GDP/capita (equivalent) estimate times population. From childhood reading I think I also know something about the Soviet lifestyle and economy: concrete apartment buildings with steam heat and electricity, supermarkets, subways, cars, aircraft carriers. Also expenses like ICBMs and a space program. Yeah, they often had the inferior version of things, but an ugly clunky concrete apartment is still a lot of resources.

So what are some GDP/capita estimates? $1000 seems too low, barely above African poverty, if that. $5000? Sure. $15,000? That's half the US of the time -- we also know the Soviets were a lot poorer than America, so it shouldn't be *higher* than that. So 5k-15k, for a GDP of $1.5 trillion to $4.5 trillion. And for a single figure, I like taking the geometric mean, so $8660/capita, and GDP of $2.5-2.6 trillion.

Wiki says $9200 for the USSR, and Trading Economics gives $36-37K for the US of the time.




As for Wal-Mart, how much could it be making? How many people does it sell to, and how much? I know it started in the US, and failed to expand into Germany, which suggests it has tried to expand. It sells to lots of people, but not everyone. Famously it sells to poor people, so they can't be spending *that* much on it. Many people may go there for groceries and regular household expenses, which suggests $200-400 per month, or $2000-5000/year. How many such regular shoppers? 50 million is certainly a lot in US terms. The US alone can't be 300 million, but maybe it they expanded a lot abroad it could be.

So, 50 million * 2000 = $100 billion/year. 300 million * 5000 = $1.5 trillion. That's a big range! But unavoidable when you don't know much. Geometric mean is $390 billion. Actual number is $514 billion. Not bad. The real figure suggests, at $3000/year per person, 171 million people. Wiki says it's in 27 countries and multiple brands like Asda... though this raises the question of whether the $514 billion was for the whole conglomerate or just "Walmart". Wiki suggests the former, whew!
mindstalk: Tohsaka Rin (Rin)
USSR:

1989 GDP: $2.7 trillion in 1989 dollars. By this calculator that would be $5.4 trillion today, and that's not touching nominal/PPP issues (or fake Soviet statistics issues).

1990 population: 291 million, with 152 million workers.

Economic activity: everything from farming to space probes.

Wal-Mart:

2018 sales: $500 billion in 2018 dollars. Or $514 billion, for the fiscal year ending in Jan 2019.

2019 employees: 2.2 million.

Economic activity: a whole lot of super-sized grocery stores and distribution trucks.




Why am I posting this? Because people are praising some book that one reviewer says claims "we are now surrounded by companies and organisations that are as large or larger than the USSR at its apex", and I want to inoculate people against bad ideas. Given that 10% of my USSR GDP is still bigger than Wal-Mart...
mindstalk: (atheist)
I haven't tried reading the proof yet, but there's an alleged trilemma: correctness, cost-effective, decentralized, pick two. It's plausible, sound very similar to the CAP theorem in distributed computing and databases. (Correctness, Availability, Partition-free -- basically if your nodes are partitioned, you can either shut down and stay correct, or be available and risk conflict when the nodes are re-connected.)
https://blog.dshr.org/2018/08/the-blockchain-trilemma_9.html

There's a list of various paradoxes about cryptocurrency: more users make it worse (more congested), quadratic total storage costs, conflict between users and miners... https://bankunderground.co.uk/2018/11/13/the-seven-deadly-paradoxes-of-cryptocurrency/

I can suggest some math. Say a blockchain is reasonably successful and has 100 million users (Bitcoin aims at competing with the global financial system!) doing an average of one transaction a day[1]. That's 1e8 transactions in under 1e5 seconds, so over 1000 transactions a second. The top blockchains, bitcoin and Ethereum, can handle around 5 transactions a second. See a problem? And a really global system could plausibly need 100,000 transaction a second.

There are some blockchains -- bitshares, EOS -- that claim such capacity, though I've also seen people say that they're not really decentralized, and one study claimed they didn't even measure up to their claims. https://www.prnewswire.com/news-releases/whiteblock-completes-industrys-first-eos-benchmark-testing-and-blockchain-investigation-300742130.html

But let's say some system can handle that many transactions. What's the storage? 20 bytes each for the From and To addresses, say 10 bytes for the amount, 50 bytes per transaction. At the small scale, each node needs to add 50 kB a second to the distributed ledger (which is what a blockchain at heart is.) No big deal. 5 MB at the big scale... still doable.

But imagine bringing up a new node after three years of such activity. 1e8 seconds in three years, so 5e12 or 5e14 bytes -- 5 or 500 Terabytes to download so that you can be a miner too. Eep!

I can imagine a way around that: a blockchain that every N blocks produces an explicit balance sheet, so that you don't have to go through the entire blockchain history to figure out how much someone has. I don't know if that's viable, such balance sheet blocks would be extra-attractive to attack, but I can't say it's unviable either. OTOH, how big is such a sheet? 100 million users, 20 bytes address per user, 10 bytes balance per user, 3 GB. If 3 billion users, 90 GB. Which has to be shipped around and validated by the mining nodes in the time it takes to make a block -- 10 minutes for Bitcoin, 10 seconds for Ethereum, IIRC. So we cut down on the total storage cost but need some really fat bandwidth.

[1] 30 per month. My own records show an average of 2 expenditures a day, or 60 a month. An average worker's month might see 2 paychecks, 1 rent or mortgage payment, 2-3 phone + utility bills, 4 grocery payments, 1 gas or transit pass payment... we're up to 10 a month right there.
mindstalk: (thoughtful)
(Forward links: street land use and Google Street View browsing).

Back in college, I found a newspaper article talking about the decline of US cities (or not, of a few) and it gave population densities. Having read Jane Jacobs and turned into a wee amateur urbanist, I memorized the numbers. I still know them. But of course they were all in people/sq. mile. Since I'm on a one person campaign to get more comfortable with the units used by 96% of the human race, I thought I'd type up the numbers in /km2, for my better retention, with a lot more places, significant to me or friends, added. And then I'll do various botec/Fermi modeling, to try to show what's going on on the ground.

Density data )




Models )
mindstalk: (Default)
Used A/C: ~$1/lb
My new A/C: $3/lb
my old bike: $5/lb
very fancy bike: ~$150/lb
typical new car: $10-20/lb
cheap laptop: ~$70/lb
my laptop: $170/lb
cutting edge smartphone: ~$2000/lb
mindstalk: (Default)
There's a deli near my office where you can get a breakfast for $5-6. Say $5. 6 of them would be $30.

From the store, a dozen eggs is under $2, decent bread is under $5, call it $7 including butter costs. 6 sausages can be $6-9, so $13-16 for six almost-equivalent breakfasts.

Almost because I think the deli breakfasts include potatoes, which I'm not cooking fast for breakfast anyway. Unless I microwaved frozen hash browns. Another $3-5 for that.

Of course, this deli seems unusually cheap for Boston. Probably more common to be $8 menu, $10 after tax and tip, after which you're looking at $60 for 6 of those.

The same place sold me a basic pastrami sandwich for $7. From McKinnon's I can buy pastrami for $8/lb; a quarter pound in a sandwich would cost $2, under $3 including bread. I don't know how heavy the deli sandwich was, though it probably included a pickle. Again, it's cheap; other places would be $8-12.
mindstalk: (Default)
Say you're a regular commuter, taking transit at least twice a workday. 10 trips, which would cost $22.50 if you're using a CharlieCard. A 7 day pass is $21.25, so it totally makes sense to buy one, then ride the T whenever you want. Even if you somehow had a 4 day workweek, having a couple more trips would be likely.

Four 7 day passes would be $85; a monthly pass is $84.50. So that makes sense too. Or does it? Say you have three weeks of vacation, and leave town for them; maybe you'd save money by just cycling 7 day passes, and skipping the weeks you're gone.

I approached the math from a couple different angles, but this presentation seems best: a month pass costs about the same as 4 weeks, so 12 monthly passes covers the year for the cost of 48 weekly passes. Even if you skip 3 weeks, you'd still have to buy 49 passes... plus covering that extra day (or two, if leap) in the year. So go monthly!

Though, having been using 7 day passes, I noticed that they actually shuffle forward. If I buy one on Monday morning, the next Monday I can leave a bit earlier and still use it, buying (or activating) my next pass Monday evening. And so on. The effect is that you end up covering 30 days for the cost of 4 passes, as each one picks up an extra "half-day" commute. And if you shuffled into buying a pass on a weekend, well, maybe you could skip travel that day and save an extra day.

Of course, there's a week's worth of 31 day months, so there's that -- you're not quite getting a month's worth for 4 passes.

It's nice doing estimations in my head, but at some point you have to turn to a calculator for precision. A year's worth of monthly passes is $1014. If you cover 30 days with 4 weekly passes, that's $85 per 'month', and $1020 to cover 360 days, with 5 more days to finagle. OTOH, if you can skip 3 weeks, you'd spend just $956.14 in a year, saving $57.75. Or $42.57, if you threw in 5/7 of another pass for the extra days.

Of course, that assumes you can maintain the shuffle. Weekends offer skipping a day, but a regular weekend thing might pin you down. Say I activate a pass at 8pm Sunday to go to Grendel's; the next week I might leave earlier, but I'd still have to activate a new one at 11:30 to get home. The week after that I could leave Grendel's a bit earlier, activating the next pass on Monday morning... okay, it still works, though Sunday feels a bit sticky due to the short 'commute'.

Of course, the monthly pass means not having to buy stuff every week, nor worry once a week about the timing of when you do things. OTOH, saving $40 to 60... well, it's not a ton, but it's not trivial either; 40/1014 is 4%.

Extra thought: if you really use the weekends on your one-week vacations, you could save another 2 days each, or 6 days total, in effect skipping another week.

As for me, if I had today off I'd probably just go monthly. Annoyingly, I probably have 4 or 5 trips to make today. Cash today and monthly tomorrow, or weekly today?

***

Meanwhile, the $12 daily pass is hard to justify unless you run around a lot. Even for a tourist spending $2.75 per trip via CharlieTicket, it costs more than 4 trips -- though if you're doing train/bus transfers that becomes a lot easier to justify, since the Tickets don't give a free transfer. But even then you'd d need bus/train, bus/train, and one more trip. For a Card user you'd need to make 6 independent trips to make a day pass economical. Most likely use case would be having to make multiple quick trips along a train line.
mindstalk: (thoughtful)
For those who haven't seen it, I'd like to shill last year's urban density post. Data and Fermi estimates, tasty!

A highlight of it is that you don't need that much height to get high density. Manhattan has 26,000 people per km2, but Paris has 22,000, with basically nothing over 8 stories. Brooklyn is at 14,000, twice as dense as San Francisco or Somerville, and my personal impression of it was that it wasn't that high, maybe wall to wall four story buildings.

Well, I finally went looking at random spots of Brooklyn in Google Streetview, and now I'm confused: I seem to have greatly overestimated the average form. Brooklyn Heights, right across from Manhattan, has a bunch of 12 story buildings (possibly office). I do see some wall to wall 4-5 elsewhere, also wall to wall 2-3. But also a lot of detached homes, even 1-2 story. It's not really obviously different from SF or Somerville (at least the parts I'm familiar with), yet has 2x the density.

Maybe it's a change in distribution? SF does have the Sunset, a district of 1 story homes on top of garages. Or in how many people are living per unit.

Or, hmm, back yards. I just switched to the Google Earth view of the last spot I'd checked, and there are none, just lots of smaller buildings in the back. Though I'm not sure if they're housing or garages. By contrast, in SF I lived in a 3 story Victorian, wall to wall, but half or even 2/3 of the lots were back yards, not that you could tell from the sidewalk.

Well, that was one spot; in a second, I do see back yards, some with swimming pools even, but they're 1/3 of the lot length.

OTOH I'm looking at Somerville now, and it doesn't look more generous with back space, though there's maybe more space between the buildings (mostly driveways.)

OTOH again, I just checked San Francisco, and it's what I remember. There's variation, but backyards in the Richmond are commonly half the lot, sometimes less, sometimes more. Ditto for the Sunset, something I never appreciated. Both have a layout where if you walk around the block you'll see nothing but building, but half the block is a contiguous (but property-divided, not communal) greenish-interior.

So compared to SF, I can see why Brooklyn is twice as dense: similar buildings but less yard space. Now I'm wondering why Somerville isn't denser, though... it doesn't even have major parks! But looking again, I think the spaces between buildings, plus greater yard space I now see elsewhere, may explain that.

As for Paris, I was partly wrong: there is a lot of green space, but largely enclosed by buildings like Brooklyn or San Francisco -- often enclosed by what looks like *one* building, in a private courtyard. I was basically right about the height, I haven't seen anything shorter than 4 stories, usually 5-8, though I did see something as high as 12.

I still wonder about my Fermi models; they generally predict more people than we find. I might be overestimating land use, or underestimating non-residential use, or how much area is taken up by walls vs. the internal usable area. E.g., consider a "Main Street" model: 30% streets, 70% lots, half of a lot built up, ground story businesses, two residential stories on top. 700,000 m2 of residential area (700,000 * 1/2 lot use * 2 stories); at a rather generous 100 m2 per person, that's 7000 people per km2. Hmm, that's not far off from SF or Somerville, though my impression is that Somerville is short on local businesses and jobs, and neither has ubiquitous businesses like that. And 100 m2 is high... at 50, say, that'd be 14,000 people, more like Brooklyn, with entirely 3 story buildings and 50% open space (not counting streets.)
mindstalk: (robot)
Say an ebook is 2MB size; most are maybe half that.

5000 such books takes 10 GB, which is 1/6 of the 64 G SD card I added to my phone.

At 100 books a year, 5000 books is on the order of the number of books I'll read in the rest of my life, including re-reads. And that's with 1/6 the card and oversized files.

From another angle, say you can read 400 words a minute, and you read continuously for 100 years; that's 21 billion words in a century. Kind of a ridiculous upper bound, but let's run with it. At 100,000 words per book, that's 210,000 books, which at a more reasonable megabyte per file would take 210 GB. That's still overestimating file sizes -- I have a 200,000 word fanfic stores as a 1.2 MB ePub -- and reading time, by at least 3x -- so combing them puts us under 40 GB.

We're not at the point of having the Library of Congress in our pockets. We are at the point of having a lifetime's worth of reading in a pocket.
mindstalk: (science)
This will be more about crappy data than detailed modeling, but:

How much meat do Americans eat? How much do I eat? Good question, and I don't know! But a lot of the time, especially in my adolescence, I'd guess an average of 4 ounces for each of lunch and dinner. If lunch was lighter, like cold cuts, dinner was probably heavier, like steak or lamb chops or four drumsticks. Of course, sometimes I had PB&J for lunch, and often now I have falafel or hummus. OTOH, I'd doubt *more* than half a pound a day. So, half a pound is 180 lbs a year, 1/4 a day would be 90 lbs, I'd guess 135-180 lbs/year.

As for Americans, am I high, low, or average? I don't know. I know lots of vegetarians here, but statistically they're not that common; I've seen 5%, so take 10 lbs off the 180. Children often eat meat, but eat less, say 10% eat half as much, so another 5%, and we're down to 160 lbs peak. But honestly, a factor of two range is pretty good for a Fermi, I'm unlikely to improve it by pulling numbers out of my ass.

So, data?

Chicken council has a nice breakdown table; 2012 is 200 lbs of red meat + poultry, 14 lbs fish+shellfish, so 214 lbs. A lot higher than my estimate. A footnote says it's mostly retail weight, though fish is edible weight (so, not counting mussel shells?) and a few minor entries (turkey) are carcass weight.

NPR says 271 lbs. A lot higher! Except, then it has a breakdown chart, which shows about 55 lbs beef, 58 lbs chicken, 45 lbs pork, 15 lbs turkey, about 170 lbs total. That's a huge difference, and shows how much internal consistency checking the journalist did. The latter numbers also match up well to the Chicken Council, except for chicken where they had 80 lbs.

The Meat Institute claims 6.9 oz/day for men and 4.4 oz for women, for an average of 5.7 oz/day, or 129 pounds/year. Or less if we should exclude children. They also say the US produced about 95 billion pounds of the usual land animals, which is 317 pounds per person. They also say that the US exported 7 billion metric tonnes of beef+pork+chicken + "variety meats", which is 15,432 billion pounds. And that exports were 10-20% of US meat production. Ummm... to cap that off, pork and chicken shipments are said to be valued at about $5 billion, but beef exports at $800 billion.

So that's a whole lot of garbage.

The USDA has saner looking numbers... that's just a beef link, but it says 24 billion lbs/year beef, or 77 lbs/person-year of beef. So already that doesn't agree with the first two, though it's close to what the Meat Institute says.

The WSJ says the USDA says 71 pounds of red meat (including pork), 54 pounds of poultry, for 125 pounds/year per person. Which is close to the first Meat Institute number I cited. Their graph says 132 pounds, but that might include fish -- though 7 pounds fish is only half of the Chicken Council number.

It has the interesting lines " These numbers factor in food loss at each level—carcass to retail weight, loss at retail such as spoilage and loss at the consumer level, such as plate waste. About half of the weight of meat is lost from the carcass to the consumption." I suddenly wonder if the "retail weight" includes bones.

Perhaps the 270 is carcass, the 170 is retail, and the 130 is plate. But, I'm having to guess and handwave, in fandom we call that fanwanking. In practice, the uncertainty of the reported numbers is as big as the uncertainty of my wild guesses, though the range is somewhat higher, 130-270.
mindstalk: (food)
Previously I'd tried estimating how much Americans spend on alcohol. Didn't directly estimate how much they drink, but I've now seen articles on that.

http://www.slate.com/articles/health_and_science/medical_examiner/2014/10/how_much_alcohol_do_americans_drink_consumption_predicts_alcoholism_and.single.html
http://www.washingtonpost.com/blogs/wonkblog/wp/2014/09/25/think-you-drink-a-lot-this-chart-will-tell-you/

Log-normal curve. Yep, 30% don't drink, and another 30% have at most a drink every two weeks. But the average (calculated by hand from the graphs) is 9.8 drinks a week -- which is between the 8th (6.25) and 9th (15.28) deciles. Meanwhile the top decile is downing more than 10 drinks a day. At least, if we trust the government survey this is based on.

I'm probably in the fifth decile these days.
mindstalk: (thoughtful)
Number of cattle: 1.5 billion in the world.

Weight, I dunno. A newborn calf can be 25-45 kg, as much as a small woman on the upper end. 700 kg for an adult cow or steer, 1100 for an adult bull. I don't know how many are meat vs. working animals, and presumably meat animals don't stay as adults for long. Let me guess an average mass of 300 kg.

Say an average human is 75 kg. That means the biomass of cows today could instead be another 6 billion humans, for a total of 13 billion. They wouldn't even have to be strict vegetarian humans, just need everyone to replace beef with vegetables; chicken and pigs and such would still be around.

Of course, that replacement might not be trivial, if most of the cattle are eating grass; you'd have to turn pasture into farmland. But still.

(ETA: USA has 90 million cattle, suggesting we could feed another 360 million Americans.)

***

So, potatoes are crazy. The Dutch produce 44.7 tonnes per hectare. You can feed someone for a year with about a ton of potatoes, or less, so that's nearly 4500 people per square kilometer of potato farm. Maybe 5000. The Dutch are top, but other northwestern European countries also produce similar amounts. Italy and Spain are down at 25-28 t/ha, eastern Europe around 13, for only 1300-1500 people per km2. I don't know why the differences. Climate, water, fertilizer?

There's about 14 million km2 of arable land (out of 48 million km2 of agricultural land), so if that all was growing potatoes at similar rates, that could support from 18 to 70 billion people, vs. the 7.1 billion of today.

Why so much? According to Charles Mann, potatoes produce 4x the edible dry biomass that wheat does. Why that, I don't know; I'd guess being able to put most mass into the tuber, rather than stalk. Of course stalks can be fed to livestock or furnaces or industry, so wheat chaff can turn into useful things. But for straight food production I'm guessing root crops rule.

Another source gives 189519 hectograms per hectare for the world in 2012, or about 19 tons per hectare, vs. 4.5 tons/ha for rice. Maize is 4.8, other cereals less than rice, with wheat at 3; taro is 7.6, cassava 13. Those numbers aren't so far apart in calories: potatoes are 22% dry biomass, wheat 88% (Mann again.) The gap's narrowed since the 1760s, when Andrew Young found eastern England producing 1500 lbs/acre of wheat, but 25,000 lbs/acre of potato, for 4x the calories per acre. (That, or England's just better at producing potato.) If maize is like wheat, it's slightly more food per land than potatoes. (Though I think potatoes are a more complete food.) Of course, most US corn is fed to livestock, bringing us full circle.

Potato land is given at 193,000 km2. Maize, rice, and wheat add up to about 5.5 million km2, leaving a lot of arable land growing other stuff. Soybeans are another million.

Arable land is 9% of land. Scaling somehow up to 33% of land, and using the highest number, that'd support 250 billion people. Trillion person Earth would need 4x the highest national level potato yield. Challenging.

***

So, between a vegetarian diet and more optimal growing conditions, there seems to be room for a bunch more humans. Possibly a lot more humans.
mindstalk: (Earth)
In online debates, I've often seen some doom-laden people say "maybe solar can meet our day to day needs, but there's all the embedded energy in stuff, we'll never make that up." The classic example is the claim that solar panels don't pay for their own creation, which I'm fairly sure is false by now, if ever true. But today I'll talk about cars: how does the energy of a car compare to moving it around?

Say the cas lasts 100,000 miles, and is particularly efficient at 40 mpg, so uses 2500 gallons in its lifetime. A gallon is about 4 liters or 4 kg of water, so we're talking about 10,000 kg of gasoline. The car probably weighs 1-2 tonnes, toward the lower end if it's getting 40 mpg. Even if the car were made of air-synthesized gasoline, it'd still be a small fraction of the lifetime energy cost, and it's not, it's made of stuff like "turn iron oxide into iron". Ideally speaking, nothing in a car is going to compare to the energy density of gasoline, though it's possible processes aren't ideal.

A factor of 10 is close enough to be worth more precision. A gallon of water is actually 3.7 kg, and oil is lighter than water -- 70% the density, even. So 2.6 kg/gallon gasoline, and 6500 kg for the total. And this gives 1.3-1.6 tonnes for the weight of compact to midsize cars. So, the lifetime gasoline weighs 4.3x as much as the car, and is still probably a lot more energy intensive.


Another thing that gets brought up is moving parts around in shipping and manufacture, how components of something might have made a few trips across the Pacific or world among them. Mexican iron ore to China to become steel to become a car in the US, say. For other goods that might be significant, but here we're talking about a car, which by assumption already moves 100,000 miles under its own inefficient power. If we grant a round trip across the Pacific, of maybe 19,000 miles, that's still 1/5 the distance, and container ships are far more energy efficient than a car's engine. I'd guess 10%, making the parts-transportation energy more like 2% of the car's lifetime total. Which suggests it might be significant for things that aren't cars. Then again, Without Hot Air says shipping can be 1.5% the energy of road transport, far smaller than even my guess.


Wait! One last check. Without Hot Air again says a car's embedded energy is 76,000 kWh, which would be 2.7e11 Joules, or the equivalent of 6750 kg of gasoline. That's way more than my estimate, directly comparable to the amount burned moving the car around. Wikipedia says the same thing, but it's quoting the same source (Treloar et al.) OTOH, says "the Union of Concerned Scientists (UCS), pointed out that a common life-cycle assessment calculation is that 85 percent of embodied energy use associated with a conventional vehicle’s life cycle is attributable to operation and 15 percent is attributable to manufacturing and disposal". This says "on average, every kilogram of steel you add to a vehicle will add about 5 kg of associated carbon emissions." and "Total embodied energy can account for 15 to 30 percent of a vehicle's total emissions over its lifetime." and gives a table of energies, such as 38 MJ/kg for galvanized steel, which is pretty much the same as gasoline. Aluminum and plastics or rubbers are even more. And this gives a longer table, with slightly but not hugely different numbers.

So that's a range of estimates, from maybe 1:6 to 1:1. Looks like my naive chemistry failed and stuff is a lot closer to gasoline density in manufacture than I thought. Not surprising for plastic (it's solid oil) but I thought steel would be cheaper than that. Of course, at less than 40 MPG the notional car would be burning more gasoline, but still; for cars of that weight that's likely no more than a factor of 2.

Except for one last complication: I was using the chemical energy density of the physical gallon of gasoline. Total energy cost of operating a car would include mining the crude oil and refining it into gasoline, which adds at least a bit.
mindstalk: (Default)
How many driving instructors are there in the Boston area?

1 million people, 10,000 turning 16 every year and mostly learning to drive at some point, 10 hours to learn to drive, 1000 hours of instruction time, so 100 students a year and 100 instructors. If it takes less time to learn or more is available I could see the number dropping to 25; I don't see it going to 400.

But! Most families have cars, do most people learn to drive from their parents? That could cut business by 90%, leaving 10. There may also be adult in business in the form of buying off driving infractions with lessons; if 10% of the adults take such a lesson at some point in their life, then that could support another 10 instructors.

The web will show me driving schools, not individual instructors; how many instructors per school? Basic driving instruction doesn't have much economies of scale: one student behind the wheel, one car, one instructor in the passenger seat. Having a business could be as simple as putting out an ad an showing up, unless there are regulations about having a car the instructor can take control of. But there could be some team up under brand name or sharing office expensives, I'll guess 2-3 instructors per school on average.

I'm ignoring motorcycles or commercial vehicles, just looking at basic cars.

Yelp lists 10 schools in the area, missing one I know of, but including a motorcycle school.

Sonia's makes teens take 12 hours behind the wheel, 6 in observation, and 30 in the classroom. [this seems standard] $450 for all that, or $30/hour for road practice. Indicates the law does require a two-brake system. No indication of how many people are involved.
Love's has one instructor.
Brookline has "a handful" of instructors.
North Quincy review mention 4 names; the website says "Collectively, we have close to 50 years of driving experience." so can't be too many people.
Safety Auto claims to have service a wide range of immigrant communities, and taught 3000 students in the past 2 years, vs. my rough 100/year estimate for one person. So maybe 7-15 instructors.
City Auto claims 50,000 students since 1998 or about 3300/year! 15-33 instructors?
D&D totally unclear, plus reviews call it a scam that makes you fail your test.
Metro: one review about parking in a handicapped spot, dead website.
Boston DS: reviews make it sound like one guy. Website gives us director, manager, and CFO, but not instructors.

Google lists some more:
Natural: no info
Newton: father/daughter team, photo of three cars.
A-L&L: no idea, though name and photo of two cars sounds like a two-person thing
T-Guide: no idea
Success: "thousands in the past 12 years". 3 cars.

Then Google Maps has a bunch of small dots.
Friendship: one guy?
International: I remember thinking a husband-wife team, don't know why.
Arlex: family-owned.
Canto: "Our staff speak English, Portuguese, Spanish, Cambodian(Kymer) and other African languages." That would imply at least a few polyglots, except "other African languages" makes me suspicious, as none of the ones mentioned are African.
Henry's Everett is family-owned.

Okay, there's not quite 40 dots on the broader map, I won't go through them all. But 100 instructors seems pretty plausible, in the end. I realized along the way that "most people learned from their parents" may not apply to immigrants; the two schools that seem potentially big have Chinese on their website or emphasize their immigrant service.
mindstalk: (CrashMouse)
The series continues! How much money do Americans spend on alcohol?

320 million Americans, I say 3/4 of them are adults, 240 million. That probably bleeds into the 18-21 set, but hey, a bunch of them drink anyway.



How much do they drink? That's hard. People I know include teetotalers, having a beer or glass of wine every other night or 2 of 3, and dropping $20 at the bar every Sunday night, not to mention other drinking. But I note that if you drink at all regularly then it's easy to spend at least $10/week: a beer or two a night, a glass of wine a night, two $5 cocktails on the weekend, one $10 cocktail. $10/week is $500/year is $120 billion. $5/week gives $60 billion, $20/week $240 billion.

$40/week would be $6/day and is starting to feel too high to me, so $480 billion is a strong upper bound. Half of $5/week sounds like half the population not drinking at all and half drinking $5/week, which seems too low, so $30 billion is a strong lower bound.

We might try a more complex model, but e.g. if 1/3 don't drink, 1/3 drink $10, and 1/3 drink $20, that averages out to $10 for the lot and we're back at $120 billion.

Intrusion of actual data: a poll I saw a while back claimed that in fast 1/3 don't drink at all. If that's true, and if the other 2/3 drank at $10/week on average, that'd be $80 billion.

If 1/3 don't drink, 1/3 are casual at $5/week and 1/3 more serious at $15/week, that's $80 billion.

$20/week is $1000/year which is like 1/40th of the median household income though 1/20th of a two person household. Seems like people could be spending 5% of their income on booze. Check: $240 billion is less than 2% of GDP.

There's expensive wine out there, might it tilt the numbers? If 1% drink a $100 bottle of wine every night then that's $36,000/year and I don't believe this, the 1% aren't that rich. It would also be a total of $86 billion. I conclude the actual consumption of $100 wine is not going to be significant.

Okay, so we've got a wide range of $30-480 billion, a tighter one of $60-240 billion, and my gut instinct favoring upward of $120, except for that big 1/3 don't drink figure which pulls it down sharply.

That's my guesses. Care to try your own before reading further?

***
***

So, let me look stuff up.

http://www.bls.gov/cex/csxann10.pdf says $400 is spent... per "consumer unit" on alcohol. 2.5 people per unit, so $160/person. Well, 2 people over 18, so $200/adult. That gives about $50 billion.

http://money.msn.com/saving-money-tips/post.aspx?post=9113d6f5-1a32-4187-afb6-d7d5164df959 cites the same, and adds the money has shifted from retail to bars; this may simply reflect prices. Also "U.S. per capita consumption in 2009 was the equivalent of 2.3 gallons (8.7 liters) of pure alcohol, a lot less than the 2.76 gallons in 1981 but more than the 2.14 gallons in 1997."

http://www.drug-rehabs.org/alcohol-statistics.php is a lot more alarmist than the BLS and says $90 billion/year. No source is given.

http://articles.chicagotribune.com/2012-01-31/business/ct-biz-0131-liquor-export-20120131_1_liquor-sales-alcohol-sales-david-ozgo says "$59.24 billion alcohol industry. The data represents sales by manufacturers and importers, not retail sales" So consumers could be spending more at the bar and store (tax) but OTOH much of that number might be exports, too.

http://smallbusiness.chron.com/revenue-comes-selling-alcohol-34021.html says $90 billion but again gives no source... oh wait, list of references, which grounds out in this recovery site with no other references.

So, the most reliable seeming data is the BLS; unless there's a statistical mistake somewhere, we've got $50 billion, on the order of manufacturing sales, though it feels like that should be higher at the consumer level. $90 billion floats around rehab circles but has no good source.

Conclusion: $50 billion is outside my tight range though within the wide range. Americans drink a lot less than I thought, or drink much more cheaply than I thought. One of the sources repeated that only 65% say they drank in the past year, so $50 billion/160 million who drink = $312 per drinker, or $6/week. On the order of 4 bottles of beer on the weekend, or half a bottle of wine, or one cheap bottle, or 3 two-buck Chucks from Trader Joe's...

mindstalk: (food)
How many restaurants are there in NYC? 8 million people. Lots will eat almost always at home, lots eat out for lunch five days a week, a bunch eat out all the time. At first I thought 2 million might be eating out for any meal; then I remembered children and thought about income inequality, so dropped down to 1 million. Assuming an average restaurant can feed 30 people during peak meal time, that gives 30,000 restaurants.

Source one: 35,000 full-service + counter restaurants, plus another 4000 snack and specialty food bars. Within 33% of guess.

Quora, as seen in Google search results, says 24,000 listed as inspected. Within 20% of guess.

But the NY Post says only 8000. Way off, only within 10x of guess. Mention of Williamsburg (in Brooklyn) suggests they do mean the whole city, not just rich and dense Manhattan.

But this says 6000 additional bars and restaurants as a 47% surge allegedly due to smoking ban, so about 18,000 total. First source gave about 18,000 full-service restaurants and 2600 bars+nightclubs.

My estimate extended to the whole country would give 30,000 * 320/8 = 1.2 million. Though we might suspect NYC was high in restaurant use, both as a city in general and as NYC where many apartments might barely have cooking facilities. This says about 580,000 restaurants in the country, according to some market research firm, so cutting by a factor of 2 would have worked.

(Also: " A disproportionate number of the restaurants closed have been independently owned, leaving the field to chains, which now make up 46 percent of American restaurant locations.")

Conclusion: meh. Originally I thought "Boo-yeah!" with two estimates within 20% of my guess, but looking at more links, it seems that as with weddings, estimates very widely, from 8000 to nearly 40,000! and reliable data's hard to find. The first one gives the impression of having done more work so maybe being most accurate.

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