3D Map Shows the Price Per Square Foot of U.S. Housing Markets
Where is the most expensive real estate in the United States? It depends on how you look at it.
Using home sale prices and data from the state-level, the answer is Hawaii with a median price of $547,600 per home.
However, at a neighborhood level, the answer could be very different. For example, the most expensive neighborhood by median housing price is Presidio Heights in San Francisco ($7 million+ homes in January 2017), and the most expensive neighborhood for rent is West Village in New York City ($6,030 per month for a 1,000 sq. ft place).
Both of these approaches have significant drawbacks. Using state-level data is too broad, and doesn’t account for any distinction between urban/rural areas. Meanwhile, zooming in on a neighborhood is interesting and thorough, but it may be too granular for most purposes. People have a mental picture of San Francisco as a whole, but fewer will be familiar with the nuances of specific neighborhoods like Presidio Heights, Nob Hill, or the Mission District.
A Common Denominator?
A county-level analysis may be the easiest to understand, and by using average price per square foot we have a more universal denominator. After all, a house bought in Hawaii might be more expensive than a small loft in New York City – but it might also be 5x the size.
The visualization above focuses in on price per square foot at the county-level – and the results are clear: New York, San Francisco, and Aspen (Pitkin County) stand out.
As Max Galka from Metrocosm notes, New York is instantly recognizable:
The highest point in the map is clearly the tall white spike in the east: Manhattan (New York County), where the average price per square foot is $1,397. But the housing values fall off sharply as you move to the outer boroughs. Across the river in Brooklyn (Kings County), the second most costly area of NYC, the price per square foot is only about a third of what it is in Manhattan.
The Bay Area also stands out, thanks to the unprecedented boom in Silicon Valley over the last 15 years. San Francisco leads the pack because of its cultural appeal, but other places in the Valley are also extremely expensive, relative to anywhere else in America:
Lastly, it is worth noting that Pitkin County in Colorado is one of the other three most expensive U.S. housing markets using this approach. The largest town in the county is Aspen, a popular ski destination, and the county averages a price per square foot of $841.
The Periodic Table of Commodity Returns (2012-2021)
Energy fuels led the way as commodity prices surged in 2021, with only precious metals providing negative returns.
The Periodic Table of Commodity Returns (2022 Edition)
For investors, 2021 was a year in which nearly every asset class finished in the green, with commodities providing some of the best returns.
The S&P Goldman Sachs Commodity Index (GSCI) was the third best-performing asset class in 2021, returning 37.1% and beating out real estate and all major equity indices.
This graphic from U.S. Global Investors tracks individual commodity returns over the past decade, ranking them based on their individual performance each year.
Commodity Prices Surge in 2021
After a strong performance from commodities (metals especially) in the year prior, 2021 was all about energy commodities.
The top three performers for 2021 were energy fuels, with coal providing the single best annual return of any commodity over the past 10 years at 160.6%. According to U.S. Global Investors, coal was also the least volatile commodity of 2021, meaning investors had a smooth ride as the fossil fuel surged in price.
Source: U.S. Global Investors
The only commodities in the red this year were precious metals, which failed to stay positive despite rising inflation across goods and asset prices. Gold and silver had returns of -3.6% and -11.7% respectively, with platinum returning -9.6% and palladium, the worst performing commodity of 2021, at -22.2%.
Aside from the precious metals, every other commodity managed double-digit positive returns, with four commodities (crude oil, coal, aluminum, and wheat) having their best single-year performances of the past decade.
Energy Commodities Outperform as the World Reopens
The partial resumption of travel and the reopening of businesses in 2021 were both powerful catalysts that fueled the price rise of energy commodities.
After crude oil’s dip into negative prices in April 2020, black gold had a strong comeback in 2021 as it returned 55.01% while being the most volatile commodity of the year.
Natural gas prices also rose significantly (46.91%), with the UK and Europe’s natural gas prices rising even more as supply constraints came up against the winter demand surge.
Despite being the second worst performer of 2020 with the clean energy transition on the horizon, coal was 2021’s best commodity.
High electricity demand saw coal return in style, especially in China which accounts for one-third of global coal consumption.
Base Metals Beat out Precious Metals
2021 was a tale of two metals, as precious metals and base metals had opposing returns.
Copper, nickel, zinc, aluminum, and lead, all essential for the clean energy transition, kept up last year’s positive returns as the EV batteries and renewable energy technologies caught investors’ attention.
Demand for these energy metals looks set to continue in 2022, with Tesla having already signed a $1.5 billion deal for 75,000 tonnes of nickel with Talon Metals.
On the other end of the spectrum, precious metals simply sunk like a rock last year.
Investors turned to equities, real estate, and even cryptocurrencies to preserve and grow their investments, rather than the traditionally favorable gold (-3.64%) and silver (-11.72%). Platinum and palladium also lagged behind other commodities, only returning -9.64% and -22.21% respectively.
Grains Bring Steady Gains
In a year of over and underperformers, grains kept up their steady track record and notched their fifth year in a row of positive returns.
Both corn and wheat provided double-digit returns, with corn reaching eight-year highs and wheat reaching prices not seen in over nine years. Overall, these two grains followed 2021’s trend of increasing food prices, as the UN Food and Agriculture Organization’s food price index reached a 10-year high, rising by 17.8% over the course of the year.
As inflation across commodities, assets, and consumer goods surged in 2021, investors will now be keeping a sharp eye for a pullback in 2022. We’ll have to wait and see whether or not the Fed’s plans to increase rates and taper asset purchases will manage to provide price stability in commodities.
Apple’s Colossal Market Cap as it Hits $3 Trillion
Apple’s market cap recently hit $3 trillion. To put that scale into context, this visualization compares Apple to European indexes.
Apple’s Colossal Market Cap in Context
In January of 2019, Apple’s market capitalization stood at $700 billion.
While this was perceived as a colossal figure at the time, when we fast forward to today, that valuation seems a lot more modest. Since then, Apple has surged to touch a $3 trillion valuation on January 3rd, 2022.
To gauge just how monstrous of a figure this is, consider that Apple is no longer comparable to just companies, but to countries and even entire stock indexes. This animation from James Eagle ranks the growth in Apple’s market cap alongside top indexes from the UK, France, and Germany.
Let’s take a closer look.
Apple Takes On Europe
The three indexes Apple is compared to are heavyweights in their own right.
The FTSE 100 consists of giants like HSBC and vaccine producer AstraZeneca, while the CAC 40 Index is home to LVMH, which made Bernard Arnault the richest man in the world for a period of time last year.
Nonetheless, Apple’s market cap exceeds that of the 100 companies in the FTSE, as well as the 40 in each of the CAC and DAX indexes.
|Stock/Index||Market Cap ($T)||Country of Origin|
|CAC 40 Index||$2.76T||🇫🇷|
|DAX 40 (Dax 30) Index*||$2.50T||🇩🇪|
*Germany’s flagship DAX Index expanded from 30 to 40 constituents in September 2021.
It’s important to note, that while Apple’s growth is stellar, European companies have simultaneously seen a decline in their share of the overall global stock market, which helps make these comparisons even more eye-catching.
For example, before 2005, publicly-traded European companies represented almost 30% of global stock market capitalization, but those figures have been cut in half to just 15% today.
Here are some other approaches to measure Apple’s dominance.
Apple’s Revenue Per Minute vs Other Tech Giants
Stepping away from market capitalization, another unique way to measure Apple’s success is in how much sales they generate on a per minute basis. In doing so, we see that they generate a massive $848,090 per minute.
Here’s how Apple revenue per minute compares to other Big Tech giants:
|Company||Revenue Per Minute|
Furthermore, Apple’s profits aren’t too shabby either: their $20.5 billion in net income last quarter equates to $156,000 in profits per minute.
How Apple Compares To Countries
Lastly, we can compare Apple’s market cap to the GDP of countries.
|Country (excluding Apple)||Total Value ($T)|
What might be most impressive here is that Apple’s market cap eclipses the GDP of major developed economies, such as Canada and Australia. That means the company is more valuable than the entire economic production of these countries in a calendar year.
That’s some serious scale.
Money4 weeks ago
Visualizing the $94 Trillion World Economy in One Chart
Misc6 days ago
From Greek to Latin: Visualizing the Evolution of the Alphabet
Best of3 weeks ago
Our Top 21 Visualizations of 2021
Markets2 weeks ago
Prediction Consensus: What the Experts See Coming in 2022
Markets4 weeks ago
Mapped: Economic Freedom Around the World
Technology1 week ago
Companies Gone Public in 2021: Visualizing IPO Valuations
Misc2 weeks ago
Mapped: Top Trending Searches of 2021 in Every U.S. State
Green3 weeks ago
Mapped: 30 Years of Deforestation and Forest Growth, by Country