Capitalogix

How Markets Performed in 2021

2020 was a roller coaster of volatility, and while 2021 was as well, most asset classes saw improvements as the world reopened. 

But it wasn't all smooth sailing.  There were significant supply chain struggles and rising inflation ... not to mention the rising cases of COVID. 

Regardless, markets are not the economy, and while there are numerous factors to think about, I've always found markets interesting. 

via visualcapitalist

2021 was a year of rampant speculation, in part because so many systematic traders underperformed.  For example, Renaissance reportedly saw ~15 billion in outflows last year (despite double-digit returns) as their clients likely moved towards more "exciting" opportunities. 

Of course, some of those "exciting" opportunities were cryptocurrency-related.  Moreover, chasing performance like that is often mean-reverting.  Yet, I've seen a massive increase in interest among various business groups in crypto, Web 3.0, and the Blockchain. 

Cryptocurrencies

While crypto generally performed well in 2021, 2022 has seen a drop that erased over $1 trillion in value. 

via visualcapitalist

The reality is that crypto markets matured a lot in 2021.  The thousands of coins are mostly a distraction, but there are many interesting coins from various sectors with interesting technology behind them.  There is increased infrastructure and decreased correlation between coins.  Unfortunately, not enough to keep this drop from affecting the whole space. 

So the question is, is this a "discount" for people to buy into the space, or a sign of future troubles?

It's no secret that I've always been a fan of Blockchain but cautious of cryptocurrencies. 

I think there is a lot of money to be made speculating in cryptocurrencies, but how much of that money being made is attributed to luck vs. skill?

Crypto's are interesting, in part, because they're a digital currency decentralized over a peer-to-peer network.

The more people are willing to accept it as a medium of exchange, the more valuable it becomes (and the more it becomes a stable store of value).

Supposedly, decentralization provides it safety from censorship and government interference - meaning it has value as an international currency and as a currency for black-market transactions.  But, in my opinion, that remains to be seen (and I consider it unlikely for most cryptocurrencies).

However, the worth of a Bitcoin isn't just based on sentiment (on one hand, there are desires to avoid fiat currency vagaries, government interventions, and scrutiny, while having a fair price discovery method, etc.  ... on the other hand, there are also the costs to mine a Bitcoin, transaction fees, etc. and crypto has recently been under fire for its huge environmental impact).

Compared to a reserve currency – whose worth is primarily influenced by trade value and other macroeconomic factors - watching crypto's volatility can be scary. 

That being said, as adoption increases and more businesses enable it, it's possible that it will continue to legitimize.  For the time being, I remain a long-term skeptic because there is too much working against it. 

Many of my initial complaints are centered on coins as currency.  I get that there are already many interesting uses of Blockchain that will also help to bring credibility to coins as a store of value. 

The question for me is, even if cryptocurrency is here to stay long-term (and avoids government control), which coins will it be?  Do they even exist today?

I'm positive there is money to be made related to the Blockchain, NFTs, and cryptocurrencies.  But, at this point, it's a speculators game, and I think the best way to capitalize on this trend sustainably is to sell picks and shovels for the gold rush, instead of trying to stumble upon gold. 

 

 

Betting On The Super Bowl

Trying to get rich quickly? Want to know if the markets going to be bull or bear this year?

Look no further than the "Super Bowl Indicator".

The theory is a Super Bowl win for a team from the AFC foretells a decline in the stock market and a win for the NFC means the stock market will rise in the coming year. 

There is one big caveat ... it counts the Pittsburgh Steelers as NFC because that's where they got their start. 

If you accept that caveat, it has been on the money 33 years out of 41 - an 80% success rate. Sounds good, right?

Come on ... you know better.

Here are some other "fun" stock market fallacies:

• January Indicator
• Aspirin Count Theory
• Hemline Indicator
• Sports Illustrated Swimsuit Indicator
• Men's Underwear Index
• Big Mac Index

Back to Reality

Rationally, we understand that football and the stock market have nothing in common.  And we probably intuitively understand that correlation ≠ causation. Yet, we crave order and look for signs that make markets seem a little bit more predictable.

The problem with randomness is that it can appear meaningful. 

Wall Street is, unfortunately, inundated with theories that attempt to predict the performance of the stock market and the economy. The only difference between this and other theories is that we openly recognize the ridiculousness of this indicator.

More people than you would hope, or guess,  attempt to forecast the market based on gut, ancient wisdom, and prayers.

While hope and prayer are good things ... they aren’t good trading strategies..

As goofy as it sounds, some of these "far-fetched" theories perform better than professional money managers with immense capital, research teams, and decades of experience.

I have a thought experiment I often ask people that come into my office. 

What percentage of active managers beat the S&P 500 any given year?

... Now, what percentage beat the S&P 500 over 15 years?

The answer is about 5% as of 2019 (and that's in a predominantly bull market), and I have to imagine it's only gotten worse in the past two years.  That's significantly worse than chance. That means something they're doing is hurting, not helping. 

via Gaping Void

There's simply too much information out there for us to digest, process, rank, and use appropriately.

Every second you spend looking at a market is a second wasted.

There are people beating the markets — not by using the Super Bowl Indicator ... they're doing it with more algorithms and better technology. 

There will never be less data or slower markets.

Onwards.

A Look At The Future Through Today's News

Inspiration comes from many places. 

I'm grateful for the many groups I'm in, and smart people I know, because they're shortcuts to insights that can be hard to find. 

One can also find inspiration through events, books, and more. 

But, while it's easy to discredit mainstream news sources ... there's plenty of insight to be gained just from keeping track of various news sources. You have to take them with a grain of salt, and find the articles that provide a different perspective too, but it's still a valuable exercise. 

It's part of the reason I share my weekly links and this newsletter. They give me a reason to continue to do research and stay on my toes. 

With that, here are some interesting articles I found recently on advancements in technology. 

• In VR, You Can Become Your Own Psychologist - There's a new VR psychology treatment where you play both patient and psychologist. It has promising results in leading to detachment from habitual ways of thinking about personal problems. This is on top of already interesting VR technology around meditation and psychedelics. 
• Synthetic tissue can repair hearts, muscles, and vocal cords - 3D-printed tissues have been growing in popularity recently. Also making progress is synthetic tissue made of a new biomaterial in the form of an injectable hydrogel. It's durable and porous, both important qualities in creating wound repair that can handle the movement and stress put on hearts and vocal cords. 
• AI Is Discovering Patterns In Pure Mathematics That Have Never Been Seen Before- Mathematicians using computers to discover patterns is not new, but now deep learning models are not only assisting in analysis but formulating conjectures and approaches for formerly unproven ideas. This is a promising indicator for many spaces including chemistry, metallurgy, and material sciences (on top of trading of course). 
• DARPA Funded Researchers Accidentally Create The World's First Warp Bubble - Warp drives have been part of science fiction for a long time - and science for a decent amount of time as well. Warp drives have been theoretically possible since 1994 but were deemed "impossible" due to their use of theoretical materials and massive amounts of energy. Now, there's tangible progress as a real (but very tiny) warp bubble was successfully modeled. This is very fledgling, but it's always exciting to see science fiction become reality. 
• Renewables 2021 by IEA - I remember when renewable energies were not only ineffective but very costly. Now, 95% of the new electricity capacity from 2021-2026 is expected to be from renewables. Now, IEA bases their estimates on historical data, so they over underestimate the adoption curves. I would take that number as conservative. Just remember that capacity is different than coverage. Several countries are making a lot of progress on renewables, and several are making none. 

Have you found any other articles you found interesting?

Always looking for more sources to read. 

Visualizing Global GDP in 2021

There are numerous ways to look at or measure the global economy (including trade blocs, big industry movers, or debt). Another way to get a global overview is to compare GDP.

When trading was slower and more deeply tied to an investor mindset, economics played a more significant role in fundamental analysis. As the holding period (or "time in trade") shrinks, there is less focus on predicting markets over the long term ... and more on determining which techniques are making money now.

Even though markets are not the same as the economy, on a macro scale, many believe that it is possible to create value by understanding and the global economy better.  

With that, take a look at the $94 trillion world economy, divided by region. 

 

via visualcapitalist 

Some thoughts: 

• Global GDP was $87 trillion in 2019 and $84 trillion in 2020. So, while COVID did negatively impact GDP initially, it has rebounded and risen again as if 2020 hadn't interrupted the trend. 
• Since 2018, China has been slowly gaining ground on the U.S.'s lead 
• Global GDP isn't zero-sum, so countries doing better doesn't necessarily mean other countries are doing worse 
• The top four countries - U.S., China, Japan, and Germany - make up over half of the world's GDP. 
• Based on GDP growth, Libya, Guyana, Macao, the Maldives, and Ireland have the world's fastest-growing economies. 

To put these numbers in perspective, the world economy was approximately $3 trillion in 1970, and GDP is estimated to double again by 2050. 

Crazy stuff.

How'd These 2021 Predictions Fair?

I write about the future of technology often. 

But, sometimes, it's fun to see what others have to say as well.

Every year Visual Capitalist puts together a list of their predictions for the coming year. As we reach the final two weeks of 2021, I figure it's worth taking a look!

Here was their "bingo card" for 2021.

via visualcapitalist

Honestly, that was a pretty good set of predictions.  While some of this list didn't pan out, much of it did. We're seeing a growing exodus from major cities (where people lived to pursue opportunities previously available only in such places), movies are recovering, and hybrid work models are all the rage. 

Could they have predicted how much of an issue COVID would pose throughout the year? Probably not. 

As we near the end of 2021, there's a lot of uncertainty in the air.

Global markets have the jitters - and we don't see the increased volatility changing anytime soon. 

What's going to happen as a result of the continuing pandemic, inflation, interest rates, the ongoing supply chain issues, and the growing anxiety and unrest brewing underneath the surface of the new normal? In January, we'll get to see VC's predictions. Before that, what do you expect to happen in 2022?

Here Are Some Links For Your Weekly Reading - December 19th, 2021

 

Here are some of the posts that caught my eye. Hope you find something interesting.

Lighter Links:

• The Tech Revolution Has Reached Warp Speed: What Lies In Store For 2022. (VanityFair)
• NFL Postpones Three Games Due To COVID-19 Outbreak. (NBC Sports)
• The NFL Pivots To Less Covid Testing, Not More, To Thwart Disruptions. (WSJ)
• Seoul the First City to Enter the Metaverse. (ThisCityKnows)
• For the First Time In History, a Spacecraft Has 'Touched' the Sun. (ScienceAlert)

 

Trading Links:

• What Will Work Look Like In 2022? Glassdoor Makes Four Predictions. (Protocol)
• Is Bigger Better? Global Debt Reaches a Record $226 Trillion. (EurasiaReview)
• Core Inflation Shoots to Highest Level Since 1992.(Statista)
• The Regional Breakdown of Stock Market Sectors Over Time. (VisualCapitalist)
• Bruce Springsteen Sells Music Catalog to Sony for $500 Million. (The Wrap)

A-To-Z of The Internet Minute in 2021

As I get older, time seems to move faster ... but it's also true that as I get older, more is accomplished every minute. 

Technology is a powerful force function. In fact, the amount of data in the digital universe effectively doubles every two years. 

Every couple of years, I revisit a chart about how much data is generated every minute on the internet.  

In reverse chronological order, here's 2018, 2015, and 2011. 

Here's an excerpt from 2015 for some perspective: 

Compared to 2008 here is what's happened with social networks:

• The number of people online has more than doubled from 1.4 billion to over 3 billion (2021 #: 5.2 billion) 
• Facebook has gone from 80 million users to more than 1.4 billion (2021 #: 2.89 billion
• Twitter had 2 million accounts and now it is 300 million and counting. (2021 #: 206 million ACTIVE users after a big bot deletion)
• The number of smartphones was 250 million in 2008 and today there are more than 2 billion. That is an 800% increase! (2021 #: 6.37 billion)

Today this is what happens every minute on the web.

• 4 million search queries on Google
• Facebook users share 2.46 million pieces of content
• Email users send 204 million messages

Throughout its (pretty short) history, the internet has been arguably the most important battlefield for relevancy and innovation. 

So, what does the internet look like in 2021?

DOMO via visualcapitalist 

Looking at the list, we see new editions like Clubhouse and Strava. Partially due to the quarantine, you're still seeing an increase in digital cash transfers with tools like Venmo, an increase in e-commerce shops like Shopify, and an increase in (you guessed it) collaboration tools like Zoom or Microsoft Teams. 

Just to pick out some of the key figures in the chart this year. 

• Amazon users spend $283,000
• 6M people shop online
• TikTok users watch 167M videos
• and, Zoom hosts 856 minutes of webinars. 

Before 2020, I already thought that big tech had a massive influence on our lives. Yet, somehow this past year has pushed their impact even higher. 

One other thing this chart also helps put into perspective is the rapid rate of adoption. As you look at different year's charts, you can see how quickly apps have become part of the cultural zeitgeist. 

How do you think these numbers will grow or change in 2022? 

Here Are Some Links For Your Weekly Reading - December 5th, 2021

 

Here are some of the posts that caught my eye. Hope you find something interesting.

Lighter Links:

• Why Can't Baby Boomers and Millennials Just Get Along? (Freakonomics)
• Woman Reportedly Breastfed Cat On Delta Airlines Flight. (FoxBusiness)
• Hawaii Under Blizzard Warning as 12 Inches of Snow and Winds Up to 100 Mph Expected. (USAToday)
• Philip Morris Wants to Sell You Inhalers for Your Asthma. (Quartz)
• Which Fitness Tracker is Best For You? Comparing Apple Watch vs. Fitbit vs. Oura vs. Garmin vs. Whoop. (Wall Street Journal)

 

Trading Links:

• The Billionaire Boyz Club is Selling Record Numbers of Stocks Right Now. (InputMag)
• Microsoft Drops a Bombshell About Teams That Tanked Zoom. (SeekingAlpha)
• How Elon Musk Sold 10 Million Tesla Shares and Increased His Tesla Holdings. (CNN)
• Steve Cohen-Backed Start-Up Bets On 24-Hour Trading So Investors Can React Instantly to Tweets. (CNBC)
• US Treasury Secretary Yellen Says She's Undecided Whether the Fed Should Issue Digital Currency. (News)

Fueling Alpha: Data In The New World

Data has long been a precious commodity - yet it’s only getting more valuable.

At the beginning of 2020, the number of bytes in the digital universe was already 40X greater than the number of stars in the observable universe. 

Data is today’s “wild west” and the battlefield of today’s tech titans; with AI, The IoT, the Blockchain, and analytics leading the forefront. 

Alphabet, Amazon, Apple, Facebook, and Microsoft all have an unprecedented amount of data (and power).

Rapid growth means little time to create adequate rules. Everyone’s jumping to own more data than the next and to protect their data from prying eyes.

The trading industry has undoubtedly experienced the rapid growth of data, but it’s pervasive in every industry – and in our personal lives as well. 

Having basic data and basic analytics used to be enough, but the game is changing. Traders used to focus on price data, but now you’re seeing an influx of firms using alternative data sets to find an edge. If you’re using the same data sources as your competitors and competing on the same set of beliefs, it’s hard to find a sustainable advantage. Understanding the game they’re playing (and the strategies and rules they follow are important), but now that’s just the table stakes.

Figuring out where you can find extra insight, or make the invisible visible, creates a moat between you and your competition – and lets you play your own game.

I shot a video in 2019 about Data as fuel for your business. Check it out.

 

 

It is interesting to think about what’s driving the new world (of trading, technology, AI, etc.), and that often involves identifying what drove the old world. History has a way of repeating itself.

Before e-mails, fax machines were essential. Before cars, people were pleased with a horse and buggy.

These comparisons contextualize the importance of data in today’s new world of economics and commerce.

 

via gapingvoid

Data as the New Oil

While not the best comparison, people often default to comparing data to oil. 

Since the Industrial Revolution, petroleum has played a pivotal role in human advancement. It fueled (and still fuels) our creativity, technology advancements, and a variety of derivative products. There are direct competitors to fossil fuels that are gaining steam, but it’s more interesting to compare petroleum to data due to their parallels in effect on innovation.

The process of pumping crude oil out of the ground and transforming it into a finished product is far from simple, but anyone can understand the process at a high level. You have to locate a reservoir, drill, capture the resource, and then refine it for the desired product (e.g., heating oil, gasoline, asphalt, plastics, etc.). Then, you have to move it to where it’s needed.

The same is true for data.

You've got to figure out what data you might have, how it might be useful, you have to figure out how to refine it, clean it, fix it, curate it, transform it into something useful, and then how to deliver it to the people that need it in their business. And even if you've done this, you then have to make people aware that it's there, that it's changing, or how they might use it. For people who do it well, it's an incredible edge. – Howard Getson

Data can be seen as the fuel to the information economy and oil to the industrial economy. The amount of power someone has often correlates to their control of and access to resources ... and diminishing or diluting those resources can lead to extreme consequences.

Why Data Is Better Than Oil

The analogy works, but it’s just that, an analogy. The more you analyze it, the more it falls apart. Unlike a finite resource (like oil), Data is all around us and increasing at an exponential rate.  So the game is a little different:

• Data is – ultimately – a renewable resource. It’s durable, it’s reusable, and it’s being produced faster than we can process it.
• Because it’s not a scarce resource, there’s no urge to hoard it – you can use it, share it, transform it, infinitely knowing that it won’t diminish. Data is more valuable the more you use it.
• As the world’s oil reserves dwindle (and renewable resources grow in popularity and effectiveness), the relative value of oil drops. It’s unlikely that will happen to Data.
• Also, while data transport is essential, it’s not expensive in the same way that transporting oil is. In fact, it can be transported and replicated at light speed.
• While petroleum can be transformed into many different products - the variety of data-related products and sources is basically infinite in comparison.

On Alternative Data

In the past, investors relied on information and experience from their real lives, from counterparties, and from fastidious attention to CNBC and stock tickers. 

However, fundamental discretionary traders account for just 10% of today’s trading volume. Quantitative investing based on machine intelligence and algorithms is the new normal.

While the games, the rules, and the players have all changed, the goal hasn’t... more alpha ... more money ... more reliably. 

Alternative data, to most, means tracking Twitter and Facebook sentiment, but confining your definition to that limits potential alpha. 

New sources of data are being mined everywhere, and are letting investors understand trends “before they happen.”

For example, mobile devices, low-cost sensors, and a host of new technologies have led to an explosion of new potential data sources to use directly for predictive insight or indirectly to help improve models.

In addition, private company performance, logistics data, and satellite imagery are becoming popular data sets in a data scientist’s alpha creation toolbox. 

There are often concerns about the cost and completeness of these datasets, but as we get better at creating and using them, both will improve. 

It also doesn’t always have to be confidential or challenging to find information. Traders now have access to vast amounts of structured and unstructured data. An important source that many overlook is the data produced through their own process or the metadata from their own trades or transactions.

In the very near future, I expect these systems to be able to go out and search for different sources of information. It's almost like the algorithm becomes an omnivore. Instead of simply looking at market data or transactional data, or even metadata, it starts to look for connections or feedback loops that are profitable in sources of data that the human would never have thought of. – Howard Getson

In a word of caution, there are two common mistakes people make when making data-driven decisions. First, people often become slaves to the data, losing focus on the bigger picture. Second, even the most insightful data can’t predict black swans. It’s important to exercise caution.

The thing about “sustainable alpha” is that while one might be able to achieve it, you can’t expect to have it doing the same thing everyone else does (or by doing what you’ve always done).

Markets change, and what worked yesterday won’t necessarily work today or tomorrow. Trading is a zero-sum game, and as we move toward the future, this only gets more apparent. 

The future of Data is bright, but it’s also littered with potential challenges. Privacy concerns and misuse of data have been hot button topics, as have fake news and the ability of systems to generate misleading data. In addition, as we gain access to more data, our ability to separate signal from noise becomes more important.

The question becomes, how do you capitalize on data, without becoming a victim to it? 

Food for thought!

Who's Tracking You? And How Often?

I know I'm not the only one who feels like their phone is listening in to their conversations. 

The ad suggestions are sometimes too on point - and even prophetic. 

It can be a good thing - insofar as it gives you more personalized and relevant ads - but it can also be overly invasive. 

With that, I have two charts for you today. One shows you how many cross-site trackers big companies are using to track you, and one shows you what sites allow the most cross-site trackers. 

 

via pCloud

Unsurprisingly, Google and Facebook are doing most of the tracking. And the most popular tool they use is called DoubleClick. DoubleClick allows them to show you ads across multiple sites, and as often and for as long as they want. 

For a different perspective about who's tracking you, here's a chart from PCMag and Surfshark showing which sites allow the most trackers.

 

via PCMag

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Be careful out there!