Housing Madness: 57% of Homes in This U.S. City Worth $1M+
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Housing Madness: 57% of Homes in This U.S. City are Worth $1M+

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There is no shortage of Bay Area housing anecdotes floating around. Whether it’s the tale of billboards that advertise new homes in San Francisco starting at “only” $1 million dollars, or a Google employee who must move into a 128-square-foot truck in the company’s parking lot to effectively save money, these unusual stories make it clear that the housing market in the Bay Area is bordering on insanity.

However, if you want more quantitative proof of the housing bubble that is plaguing the Bay Area, this map should do it. Using data from the real estate website Trulia, this animation plots the number of million dollar homes in the Bay Area.

Change in million dollar homes in Bay Area 2012-2016

In 2012, just under 20% of homes in San Francisco were worth over $1 million. Today, over 57% of homes have hit the mark, meaning that the majority of homes are now selling for over seven figures.

While San Francisco gets the majority of the attention for its housing prices, the situation is actually much wider in scope. San Jose and Oakland have seen the percentage of such houses increase to 46.3% and 19.7% respectively. Meanwhile, in Southern California, the number of $1 million houses have doubled in both San Diego and Los Angeles over the last four years.

Million Dollar Housing Markets in the U.S.

City$1MM homes (2012)$1MM homes (2016)Percentage point change
San Francisco, CA19.6%57.4%+37.8%
San Jose, CA17.4%46.3%+28.9%
Oakland, CA5.2%19.7%+14.5%
Orange County, CA7.1%16.1%+8.9%
Los Angeles, CA8.0%16.3%+8.3%
Honolulu, HI8.1%15.4%+7.3%
San Diego, CA5.4%10.7%+5.2%
New York, NY7.0%12.0%+4.9%
Ventura County, CA4.3%9.0%+4.6%
Seattle, WA2.5%7.0%+4.5%

Data courtesy of: Trulia

Looking at individual neighborhoods, the numbers get even more intense. In Westwood Park in San Francisco, for example, only 2.9% of homes were worth over a million dollars in 2012. Today, 96.0% of houses there hit the mark, leaving only a few pockets that have some element of affordability.

Just south of the San Francisco airport is the neighborhood of Nineteenth Avenue in San Mateo. There, not a single house can be found for under $1 million. This wasn’t the case in 2012, when only about 10% of houses were in seven digit territory.

Interested in buying in San Francisco yet?

Here’s a final comparison to show what you could own with a cool million:

San Francisco vs. Louisville, Kentucky

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Markets

Visualizing Global Income Distribution Over 200 Years

How has global income distribution changed over history? Below, we show three distinct periods since the Industrial Revolution.

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Global Income Distribution

Visualizing Global Income Distribution Over 200 Years

Has the world become more unequal?

With COVID-19 disrupting societies and lower-income countries in particular, social and economic progress made over the last decade is in danger of being reversed. And with rising living costs and inflation across much of the world, experts warn that global income inequality has been exacerbated.

But the good news is that absolute incomes across many poorer countries have significantly risen over the last century of time. And though work remains, poverty levels have fallen dramatically in spite of stark inequality.

To analyze historical trends in global income distribution, this infographic from Our World in Data looks at three periods over the last two centuries. It uses economic data from 1800, 1975, and 2015 compiled by Hans and Ola Rosling.

Methodology

For global income estimates, data was gathered by country across three key variables:

  • Population
  • GDP per capita
  • Gini coefficient, which measures income inequality by statistical distribution

Daily incomes were measured in a hypothetical “international-$” currency, equal to what a U.S. dollar would buy in America in 2011, to allow for comparable incomes across time periods and countries.

Historical Patterns in Global Income Distribution

In 1800, over 80% of the world lived in what we consider extreme poverty today.

At the time, only a small number of countries—predominantly Western European countries, Australia, Canada and the U.S.—saw meaningful economic growth. In fact, research suggests that between 1 CE and 1800 CE the majority of places around the world saw miniscule economic growth (only 0.04% annually).

By 1975, global income distribution became bimodal. Most citizens in developing countries lived below the poverty line, while most in developed countries lived above it, with incomes nearly 10 times higher on average. Post-WWII growth was unusually rapid across developed countries.

Fast forward just 40 years to 2015 and world income distribution changed again. As incomes rose faster in poorer countries than developed ones, many people were lifted out of poverty. Between 1975 and 2015, poverty declined faster than at any other time. Still, steep inequality persisted.

A Tale of Different Economic Outputs

Even as global income distribution has started to even out, economic output has trended in the opposite direction.

As the above interactive chart shows, GDP per capita was much more equal across regions in the 19th century, when it sat around $1,100 per capita on a global basis. Despite many people living below the poverty line during these times, the world also had less wealth to go around.

Today, the global average GDP per capita sits at close to $15,212 or about 14 times higher, but it is not as equally distributed.

At the highest end of the spectrum are Western and European countries. Strong economic growth, greater industrial output, and sufficient legal institutions have helped underpin higher GDP per capita numbers. Meanwhile, countries with the lowest average incomes have not seen the same levels of growth.

This highlights that poverty, and economic prosperity, is heavily influenced by where one lives.

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Mining

Mapped: The 10 Largest Gold Mines in the World, by Production

Gold mining companies produced over 3,500 tonnes of gold in 2021. Where in the world are the largest gold mines?

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The 10 Largest Gold Mines in the World, by Production

This was originally posted on Elements. Sign up to the free mailing list to get beautiful visualizations on natural resource megatrends in your email every week.

Gold mining is a global business, with hundreds of mining companies digging for the precious metal in dozens of countries.

But where exactly are the largest gold mines in the world?

The above infographic uses data compiled from S&P Global Market Intelligence and company reports to map the top 10 gold-producing mines in 2021.

Editor’s Note: The article uses publicly available global production data from the World Gold Council to calculate the production share of each mine. The percentages slightly differ from those calculated by S&P.

The Top Gold Mines in 2021

The 10 largest gold mines are located across nine different countries in North America, Oceania, Africa, and Asia.

Together, they accounted for around 13 million ounces or 12% of global gold production in 2021.

RankMineLocationProduction (ounces)% of global production
#1Nevada Gold Mines🇺🇸 U.S. 3,311,0002.9%
#2Muruntau🇺🇿 Uzbekistan 2,990,0202.6%
#3Grasberg🇮🇩 Indonesia 1,370,0001.2%
#4Olimpiada🇷🇺 Russia 1,184,0681.0%
#5Pueblo Viejo🇩🇴 Dominican Republic 814,0000.7%
#6Kibali🇨🇩 Democratic Republic of the Congo 812,0000.7%
#7Cadia🇦🇺 Australia 764,8950.7%
#8Lihir🇵🇬 Papua New Guinea 737,0820.6%
#9Canadian Malartic🇨🇦 Canada 714,7840.6%
#10Boddington🇦🇺 Australia 696,0000.6%
N/ATotalN/A13,393,84911.7%

Share of global gold production is based on 3,561 tonnes (114.5 million troy ounces) of 2021 production as per the World Gold Council.

In 2019, the world’s two largest gold miners—Barrick Gold and Newmont Corporation—announced a historic joint venture combining their operations in Nevada. The resulting joint corporation, Nevada Gold Mines, is now the world’s largest gold mining complex with six mines churning out over 3.3 million ounces annually.

Uzbekistan’s state-owned Muruntau mine, one of the world’s deepest open-pit operations, produced just under 3 million ounces, making it the second-largest gold mine. Muruntau represents over 80% of Uzbekistan’s overall gold production.

Only two other mines—Grasberg and Olimpiada—produced more than 1 million ounces of gold in 2021. Grasberg is not only the third-largest gold mine but also one of the largest copper mines in the world. Olimpiada, owned by Russian gold mining giant Polyus, holds around 26 million ounces of gold reserves.

Polyus was also recently crowned the biggest miner in terms of gold reserves globally, holding over 104 million ounces of proven and probable gold between all deposits.

How Profitable is Gold Mining?

The price of gold is up by around 50% since 2016, and it’s hovering near the all-time high of $2,000/oz.

That’s good news for gold miners, who achieved record-high profit margins in 2020. For every ounce of gold produced in 2020, gold miners pocketed $828 on average, significantly higher than the previous high of $666/oz set in 2011.

With inflation rates hitting decade-highs in several countries, gold mining could be a sector to watch, especially given gold’s status as a traditional inflation hedge.

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