Whether it’s a mansion in the suburbs or a penthouse in the city center, the price tag of any prime piece of real estate is usually measured in the millions.
Where in the United States can the most multi-million dollar homes be found – and which specific cities have the highest growth rates for high-end property listings?
Million Dollar Homes
Today’s interactive visualization comes to us from Overflow Data, and it shows the percentage of homes worth greater than a million dollars in each state, as well as D.C.
The first thing that stands out here is the skewed distribution.
The rate of million dollar homes per state ranges from 0.5% (Indiana) to 17.3% (D.C.), but the median is only 1.1%. That means that the vast amount of states are closer to the zero end of the spectrum.
In fact, only six jurisdictions exceed the 4% mark:
|Rank||Jurisdiction||% of million dollar homes|
Leading the pack is Washington D.C. with 17.3% of all homes exceeding the $1 million benchmark. This puts the nation’s capital ahead of California (13.6%), Hawaii (13.5%), and New York (7.0%).
The high degree of expensive homes in D.C. is not surprising, since the district is a small, urban jurisdiction, with no real “countryside” where more affordable homes can usually be found.
But what specific cities are trending upwards? Where are there increasing amounts of homes worth over a million bucks?
The above map from Realtor.com breaks down the cities that have the biggest increases in million dollar homes over the last three years.
Here’s a closer look:
|Rank||City||>$1mm homes (2017)||>$1 mm homes (2014)||Difference|
|#2||Santa Rosa, CA||14.1%||8.1%||+6.0%|
|#9||Santa Fe, NM||11.7%||9.4%||+2.3%|
The most impressive representation on the list comes from Colorado, where Denver and Boulder are #1 and #3 respectively.
That said, these cities are anomalies within Colorado as a whole, which has just 2.9% of all homes worth $1 million or more.
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.
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