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The$109T global stock market in one chart (visualcapitalist.com)
44 points by jerryjerryjerry on Sept 28, 2023 | hide | past | favorite | 32 comments


Presenting the EU's stock exchanges as a monolith is misleading. It's been a recurring gripe [1].

[1] https://newfinancial.org/wp-content/uploads/2021/03/2021.03-...


This chart visually clears up some of the confusion I've seen people have about being "overweight" in domestic stocks while tracking a global index.


Interesting that FTSE Global All Cap Index weights the US as about 60% / 40% international including emerging markets.

MSCI World Index (the maker of the plot) is about 69% US as it leaves out emerging markets.

I wonder what's in this plot that's left out of the FTSE index that would to make it US 43%.

https://investingintheweb.com/education/ftse-all-world-vs-ms...


I think the EU data is already stale and ASML is currently the most valuable publicly traded European enterprise. I know which I'd be more proud of!


As of September 5, it's Novo Nordisk, maker of Ozempic and Wegovny.


Wow, those were a very brief 15 minutes for ASML!


I'm surprised Japan's stock market is so small comparatively.


Worth mentioning that the population of Japan is about 1/3 of U.S., and if the chart was population adjusted it would look different.


as a singaporean i enjoy that our little stock market that never goes anywhere (literally the ST Index has been ~3k for like 20 years) is some how big enough to register on this chart lol


While Singapore is a financial powerhouse, the break up in TFA is a bit arbitrary. For instance, the Indian market has a capitalisation of ~$3.3T but is included in "Other Developed Markets" instead of being a separate entry.


I have this friend who is too hard of a die hard capitalist at heart (whatever that means).

He reads headlines of UAW workers going on strike to ask a company making $10b/yr in profit to give them a bit more and he sides on the side of the company, you know what I mean?

Long story short, he's come to say "America has gone soft". He thinks anybody who works from home is doing blatant time theft, needs to be tracked, etc.

He thinks that what we classify as a $20/hr job in America is $2/hr elsewhere.

If that's the case culturally and the Chinese value working hard (where as in America if you scroll on Instagram you'll see 5-10 memes recommended to you about 'you are not your job, fck your job, fck your meeting'), why is our economy more successful than theirs?


> why is our economy more successful than theirs?

"Higher market cap of equities" is not the same as "economy more successful".

First, much of the current market cap is due to past successes, which is not the same as current or future successes.

Second, market cap is denominated in currency, and governments manipulate the currency. In the case of the US, much of the "growth" in the market cap of equities is due to the US government printing money. For example, the article says that US equities grew by about a factor of 20 from 1990 to 2003 ($100 invested in the S&P 500 in 1990 grew to $2000 in 2023). But over the same time period, the US money supply grew by a factor of about 7. So the real growth (i.e., after factoring out the money supply effect) in US equities was only about 20/7, or a factor of about 2.9. Which is much less impressive--indeed, since the article says the factor of 20 was about 4 times the growth in other countries, the adjusted US factor of 2.9 might well be less than the real growth in other countries.


This is mostly correct, but in an extremely unhelpful way.

Inflation-adjusted CAGR over the past 30 years is ~~10~~7%. During that time, the average P/E ratio of the S&P 500 (that's what I could easily find) has hovered pretty consistently around 15-20. So the rise in equity prices is, as far as I can tell, directly attributable to increases in earnings (as it should be; after all, theoretically, stock prices are discounted future cash flows).

Directly adjust for money supply is not a particularly good way of measuring, well, anything. There's a reason talk about M1/M2/etc have mostly fallen out of favour: we realised that they don't really mean anything, and the numbers are mostly useless for crafting policy or analysing things we care about.

Adjusting for inflation is the standard metric for good reason. That's a much better measurement of real economic growth (real in this context usually means adjusting for inflation, instead of money supply. Almost nobody does the latter). Money supply should grow with economic activity; it would be strange for a much larger economy to be measured relative to a much smaller relative money supply.


> Adjusting for inflation is the standard metric for good reason. That's a much better measurement of real economic growth

By "inflation" here you mean something like "average price level", which of course is also skewed by changes in the money supply, according to standard microeconomic supply and demand. So it does not strike me as a good way to measure "real economic growth"; the fact that it is the usual method in all developed countries is a bug, not a feature.

The right way to measure real economic growth is to, um, measure real economic growth: the actual quantity of goods and services produced. Yes, that will mean there is not a single number for "growth", but so what? A properly functioning economy does not need a single number for "growth". The fact that government micromanagement requires such a number is, again, a bug, not a feature.

> the numbers are mostly useless for crafting policy

For crafting the policy of central government micromanagement, yes. But central government micromanagement doesn't work. The Soviet Union spent most of the 20th century proving that. The fact that other countries have not yet gotten the memo is, once more, a bug, not a feature.

> Money supply should grow with economic activity

I understand that this is a common claim among mainstream economists, but first, that doesn't make it right (monetary expansion is a common feature of failed civilizations in human history, and to just blithely adopt it as policy is not wise), and second, "grow with economic activity" is not how the money supply in any developed country is actually determined. (There is also the fact that monetary expansion is equivalent to a wealth transfer to those who get the newly printed money from those who don't, which generally means enriching the already rich at the expense of everyone else.)


> By "inflation" here you mean something like "average price level", which of course is also skewed by changes in the money supply, according to standard microeconomic supply and demand.

That's the whole point -- CPI doesn't cares only about price levels over time, with as consistent of a basket of goods as we can get. It doesn't matter if price levels increase because of increased money supply, or supply chain shocks, or trade policy, or a whole host of other factors. Those are all incidental to the thing we're actually trying to measure.

To put it another way, money supply is one amongst many other factors that we effects price levels, which we must adjust for when trying to measure economic growth over time. The 70s oil shock, for example, dramatically decreased economic activity, with almost no effect on money supply at that time.

> So it does not strike me as a good way to measure "real economic growth"; the fact that it is the usual method in all developed countries is a bug, not a feature ... A properly functioning economy does not need a single number for "growth". The fact that government micromanagement requires such a number is, again, a bug, not a feature ... But central government micromanagement doesn't work. The Soviet Union spent most of the 20th century proving that.

There are many quibbles amongst economists with GDP as a measure of the economy, and this is not one of them. The problems are manyfold -- it doesn't capture informal transactions, which is a big chunk of many developing economies.

I think, however, you're labouring under a misconception here. There are very few areas of the economy in which the US government tries to micromanage, and even then, uses GDP as the key metric to do so. There are only a few places where the government does central planning, and in almost none of these cases are they even close to Soviet-style central production quotas. The few that come to mind are: military production (for obvious reasons), strategic stockpiles (eggs for vaccines, petroleum reserve, the infamous government cheese saga, etc).

GDP played no part in deciding on any of the above. I don't think you quite understand how Soviet central planning worked. There would literally be a central planner who decided that "we will produce x nails this year", and that was that. The factory got their quota, and would produce the nails, with no regard if anybody's gonna use the nails on the other side, or what kind of nails they would want, or of what quality. The only part of central planning that was well-run was military procurement, since the military would regularly reject goods for being of substandard quality.

The US got the memo that this was a terrible idea -- that was one of the objectives of the Cold War, in fact. I've heard many criticisms that the US is too capitalistic, but the "too much central planning" is certainly a new one.

> I understand that this is a common claim among mainstream economists, but first, that doesn't make it right (monetary expansion is a common feature of failed civilizations in human history, and to just blithely adopt it as policy is not wise), and second, "grow with economic activity" is not how the money supply in any developed country is actually determined.

Those failed civilisations in human history operated under completely different economies than modern ones, and comparisons are practically useless.

There is good reason that no mainstream economist looks to return to the gold standard. Economists like to debate about monetary policy, but there is still some measure of consensus on how to manage it. The decision process is not "oh look GDP went up, we need to expand supply"; the supply of money is a means, not an ends. The goal here is to maintain stable monetary policy -- to maintain low inflation, high employment, and sustainable economic growth -- and money supply is merely one of many tools in the toolbox to achieve that goal.

The easiest example to see is that money supply is currently contracting as the fed restricts credit conditions to fight inflation. Once again, money supply is a tool, one of many central bankers use to achieve objectives.

> (There is also the fact that monetary expansion is equivalent to a wealth transfer to those who get the newly printed money from those who don't, which generally means enriching the already rich at the expense of everyone else.)

That's ... not how this works? 2020 saw the largest expansion of money supply in recent history, and guess where all that money went? Right into the hands of ordinary americans. The fed doesn't print money and hand it out to rich people, you should read up more on how monetary policy functions.

Very broadly speaking, monetary policy acts on broad factors -- mainly the target fed funds rate. Old econ textbooks will have discussions about reserve requirements and what not that modern economists have found to be not the main factors anymore, as far as I can tell modern money supply is controlled by open market operations and the myriad of central bank facilities. They effect demand for cash, which then in turn feeds into cost of capital decisions, which then flows into the rest of the economy.

Wealth allocation mainly happens in the realm of fiscal policy, which is very much not controlled by central banks. That's the politicians' job, which is a whole different story.

I've rambled long enough now, but the main idea is that you need to read more about how monetary policy actually works. You keep talking about government micromanagement, when the Chips act is the first time in a very long time we've tried anything close to such closely targeted industrial policy.


> money supply is one amongst many other factors that we effects price levels

But money supply differs from all those other factors in a key respect: changes in the money supply reflect government manipulation, not any actual change in the economic situation. So price changes due to changes in the money supply are not signaling an actual change in the economic situation that economic actors should respond to by changing their activities. And that means changes in the money supply break the supply and demand system. (And, again, changes in the money supply also are wealth transfers to those who get the newly printed money, which in our current system is the rich--banks and other financial institutions--at the expense of everyone else.)

> 2020 saw the largest expansion of money supply in recent history, and guess where all that money went? Right into the hands of ordinary americans.

Yes, but that was a huge exception to the normal practice. The Fed has been printing money for more than a century, and COVID relief was the first and only time the printed money had gone to ordinary Americans as opposed to financial institutions.

> The fed doesn't print money and hand it out to rich people, you should read up more on how monetary policy functions.

You should learn basic microeconomics. The fact that printing money is a wealth transfer is basic microeconomics. Even the economists that advocate for manipulating the money supply know this; they just don't talk about it because if the average person understood it, it would make manipulating the money supply much less politically acceptable.

> you need to read more about how monetary policy actually works

You need to stop assuming that anyone who disagrees with you must not understand your position.

> You keep talking about government micromanagement, when the Chips act is the first time in a very long time we've tried anything close to such closely targeted industrial policy.

Read the Code of Federal Regulations provisions that apply to businesses (which is almost all of the code). In a hundred years or so, when you've finished, then come to me and explain to me how that is not a huge amount of government micromanagement.


> Inflation-adjusted CAGR over the past 30 years is 10%.

From the numbers given in the article, that looks like a not inflation adjusted value. If I plug a growth ratio of 20 over 33 years ($100 invested in the S&P 500 in 1990 becomes $2000 in 2023, the numbers given in the article) into the CAGR formula, I get 9.5%. And the article's numbers are not inflation adjusted, they are raw dollar values. If I assume an average inflation rate of 3% over the same time period, I get an inflation-adjusted growth ratio of 7.54 over 33 years, which if I plug into the CAGR formula gives 6.3%.

(I also note that the article explicitly lists growth in the money supply as one of the reasons for the growth in equity market cap.)


Huh you're right, I read the numbers on my portfolio calculator wrong. Inflation-adjusted CAGR from 1993 to 2023 is 7.09% (as calculated using Vanguard's total stock market fund, which closely tracks a broad market index).


> why is our economy more successful than theirs

Because of history of course. We aren’t more successful than them because of current day American sentiment. That’s silly.

If you want to know why we’re so successful, look at what America was doing 50-200 years ago. Which actually is pretty ruthlessly capitalistic compared to modern day. Along with a lot of bullying, war winning, slave labor, etc..

We shouldn’t want to emulate past America. But we also shouldn’t be pretending that our wealth today is a result of our modern day system being more efficient than China’s modern day system. If anything it’s the opposite, as China has closed the gap on the US in the last 50 years.


Because it’s not the average work ethic that matters, it’s best output of the very few.

It’s often a few very ambitious and very hard working people who drive big changes in the economy. Ideally these changes create a new industry and suck up all the profits as a monopoly. Their economic output cannot even be compared with normal workers because.

Really ambitious hard working people tend to immigrate to usa, while those who want life style would prefer to stay closer to their home country.

Those people who aren’t working hard won’t improve the economy by working 50 percent harder.


Head start. Whether or not your friend is right, this is a bad take.

America has essentially had peace for the last 150 years. In 1911, the Wuchang Uprising toppled the Qing Dynasty. China was then brutally attacked by the Japanese in the 1930s where in the fighting and subsequent occupation 14 million Chinese were killed. In 1945, China finally became free from Japanese occupation but the damage was already done, and in 1949 the country underwent a communist revolution. Things were going pretty okayish until the famine of 1960 that killed 10s of millions more Chinese people.

For the last 50 odd years, China's growth has been tremendous.


He counters me with "why would I pay $100k-$200k/yr for a software engineer when Brazil/India will do it for less". What do I say to that? Like... he has a point from an ecomonic standpoint, right?

I tell him "you get what you pay for" and "Microsoft/Google pay some engineers $2m" and he jus says "that's dumb"


My experience with overseas developers is that the communication tends to be worse on average. There are lots of exceptions. Many very good communicators who work very hard. Most aren't cheap. Written English is a very important skill for developers. Hard but not impossible to find elsewhere. In the case the communication is not worse, the difficulty of getting everyone together in one place sucks. If you don't care about team harmony, the lack of geographic proximity makes accountability harder in general as there's very little you can do regarding bad behaviour if your contractor is overseas.

And if he knows where to find large numbers of skilled technical contractors familiar with engineering systems for scale, have excellent written and spoken English, who are able to travel regularly, are highly accountable and willing to work for well below the US market rate, I applaud him.

And if the more realistic case is true and he knows how to point some poor sap from Pakistan he hired from Upwork for $15 an hour at his swanky new mobile app, I wish him the best.


Good software engineers in Brazil/India are aware they can ask 100-200k you know?


> He reads headlines of UAW workers going on strike to ask a company making $10b/yr in profit to give them a bit more and he sides on the side of the company, you know what I mean?

He makes a good point though. Ford's current return on equity is a bit north of 9%, there's really not much more squeeze to give. People like to think of companies as giant monoliths of money that can be freely diverted, but that's really not the case. The other big automakers are roughly around the same place I believe, so it's really not that far off. 10% is roughly the RoE you're looking at for the auto sector, going higher means they're somehow getting capital for cheap, too low and they're not efficiently deploying capital and should just return it to shareholders for better use elsewhere.

The current two-tier system doesn't make much sense and is mostly a relic of the 08 era, but the current union demands are just ludicrous. The union protected old members at the expense of new ones, and a re-negotiation of that makes sense, but most of the other demands are nonsensical.

> He thinks that what we classify as a $20/hr job in America is $2/hr elsewhere.

Seeing as low-skill service workers are making $20/hr in major cities, and $2/hr is literally what the exact same job gets you in developing countries, he's not wrong? The guy manning the Walmart checkout counter probably makes close to 10x what the guy manning the same counter in, say, Bangalore.

> If that's the case culturally and the Chinese value working hard (where as in America if you scroll on Instagram you'll see 5-10 memes recommended to you about 'you are not your job, fck your job, fck your meeting'), why is our economy more successful than theirs?

There are other factors of play, of course. Labour productivity is only one part of the economy, arguably not even the most important. If "working hard" is all that's required for a strong economy, then yes the Chinese with their 996 schedules would have the strongest in the world. So would the rest of the developing world.

The rest of the story is the boring economic stuff that nobody outside of finance thinks about: highly functional capital markets, low costs of capital, strong investor protections, strong disclosure regimes, existing structures around accountability, a managerial class that's somewhat aligned with investor objectives, etc. Things that many countries are trying to develop, albeit without much success.

The US model is not the only path towards success -- there are many others, and many are hard to replicate. Singapore was invited to try duplicating their success in China and it was mostly a failure. Export-led growth has served many other Asian countries well, but many get stuck in the middle income trap. Truly climbing into a developed economy is a hard task, one that not many succeed in.


Why isn't this a pie chart?


"There is no data that can be displayed in a pie chart, that cannot be displayed BETTER in some other type of chart." — https://en.wikipedia.org/wiki/John_Tukey

"Pie charts are completely useless." — https://en.wikipedia.org/wiki/Jacques_Bertin

"Pie charts subtract from the world's knowledge." — https://en.wikipedia.org/wiki/Edward_Tufte , https://www.google.com/search?q=edward+tufte+pie+charts

> Pies and doughnuts fail because:

> Quantity is represented by slices; humans aren’t particularly good at estimating quantity from angles, which is the skill needed.

> Matching the labels and the slices can be hard work.

> Small percentages (which might be important) are tricky to show.

* https://scc.ms.unimelb.edu.au/resources/data-visualisation-a...


> Why isn't this a pie chart?

This visual seems to better preserve the size of smaller markets, like Singapore and Australia. In a pie chart, they'd be indecipherable.


Interesting. It appears to me that I can better tell area differences between nicely shaped objects rather than long narrow objects. Is there a measure that can tell how nicely shaped an object is? The obvious one I could come up with is ratio of area of object to area of bounding circle. Closer to 1 is good. Lower than some threshold we pick is bad. I'm sure someone must have thought of this problem.

It certainly works to optimize squatter triangles over long narrow triangles, and these shapes over arcs.


One related problem: rating political districts for gerrymandering.


Ah ha I thought that and instantly dismissed it as "that's just convexity" but that's obviously false. You're right. Good one.


Furthermore, what is this kind of chart called? How was it laid out? Is it a one off manual kinda deal.

Does this even have any advantages over a pie chart? IIRC people are not good at judging relative area at all, even circles. How much does un-wedging the pie help?

At least with a pie chart you can try to compare arc length which may be easier?




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