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3D Map: The U.S. Cities With the Highest Economic Output

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3D Map: The U.S. Cities With the Highest Economic Output

US Cities by Economic Output

3D Map: The U.S. Cities With the Highest Economic Output

At over $21 trillion, the U.S. holds the title of the world’s largest economy—accounting for almost a quarter of the global GDP total. However, the fact is that a few select cities are responsible for a large share of the country’s total economic output.

This unique 3D map from HowMuch puts into perspective the city corridors which contribute the most to the American economy at large.

Top 10 Metros by Economic Output

The visualization pulls the latest data from the U.S. Bureau of Economic Analysis (BEA, 2018), and ranks the top 10 metro area economies in the country.

One thing is immediately clear—the New York metro area dwarfs all other metro area by a large margin. This cluster, which includes Newark and Jersey City, is bigger than the metro areas surrounding Los Angeles and Chicago combined.

RankMetro AreaState codesGDP (2018)
#1New York-Newark-Jersey CityNY-NJ-PA $1.77T
#2Los Angeles-Long Beach-AnaheimCA$1.05T
#3Chicago-Naperville-ElginIL-IN-WI$0.69T
#4San Francisco-Oakland-BerkeleyCA$0.55T
#5Washington-Arlington-AlexandriaDC-VA-MD-WV$0.54T
#6Dallas-Fort Worth-ArlingtonTX$0.51T
#7Houston-The Woodlands-Sugar LandTX$0.48T
#8Boston-Cambridge-NewtonMA-NH$0.46T
#9Philadelphia-Camden-Wilmington PA-NJ-DE-MD$0.44T
#10Atlanta-Sandy Springs-AlpharettaGA$0.40T
Total GDP$6.90T

Coming in fourth place is San Francisco on the West Coast, with $549 billion in total economic output each year. Meanwhile in the South, the Dallas metroplex brings in $478 billion, placing it sixth in the ranks.

It’s worth noting that using individual metro areas is one way to view things, but geographers also think of urban life in broader terms as well. Given the proximity of cities in the Northeast, places like Boston, NYC, and Washington, D.C. are sometimes grouped into a single megaregion. When viewed this way, the corridor is actually the world’s largest in economic terms.

U.S. States: Sum of Its Parts

Zooming out beyond just these massive cities demonstrates the combined might of the U.S. in another unique way. Tallying all the urban and rural areas, every state economy can be compared to the size of entire countries.

US States and Country Comparison by GDP 2018

According to the American Enterprise Institute, the state of California brings in a GDP that rivals the United Kingdom in its entirety.

By this same measure, Texas competes with Canada in terms of pure economic output, despite a total land area that’s 15 times less that of the Great White North.

With COVID-19 continuing to impact parts of the global economy disproportionately, how will these kinds of economic comparisons hold up in the future?

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Financing

The 25 Largest Private Equity Firms in One Chart

How big is private equity? We show funds raised by the largest 25 private equity firms over the last five years and their notable investments.

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PrivateEquityTop25-Infographic-Share1

The 25 Largest Private Equity Firms Since 2015

Frequent the business section of your favorite newspaper long enough, and you’ll see mentions of private equity (PE).

Maybe it’s because a struggling company got bought out and taken private, just as Toys “R” Us did in 2005 for $6.6 billion.

Otherwise, it’s likely a mention of a major investment (or payout) that a PE firm scored through venture or growth capital. For example, after Airbnb had to postpone its original plans for a 2020 initial public offering (IPO) in light of the pandemic, the company raised more than $1 billion in PE funding to plan for a new listing later this year.

Yet many people don’t fully understand the size and scope of private equity. To demonstrate the impact of PE, we break down the funds raised by the top 25 firms over the last five years.

How Private Equity Firms Operate

First, we need to differentiate between private equity and other forms of investment.

A PE firm makes investments and provides financial backing to startups and non-public companies (or public companies that are being taken private).

Each firm raises a PE fund by pooling capital from investors, which it then uses to carry out transactions such as leveraged buyouts, venture and growth capital, distressed investments, and mezzanine capital.

Unlike other investment firms such as hedge funds, private equity firms take a direct role in managing their assets. In order to maximize value, that can mean asset stripping, lay-offs, and other significant restructuring.

Traditionally, PE investments are held on a longer-term basis, with the goal of maximizing the target company’s value through an IPO, merger, recapitalization, or sale.

The List: The Most PE Funds Raised in Five Years

So which names should you know in private equity?

Here are the largest 25 private equity firms by their five-year PE fundraising total over the last five years, with data on funds and investments from respective firms and Private Equity International.

They include well-known private equity houses like The Blackstone Group and KKR (Kohlberg Kravis Roberts), as well as investment managers with private equity divisions like BlackRock.

RankPrivate Equity Firm5-Year Funds Raised ($B)Notable Current Investments
1The Blackstone Group95.95Refinitiv, Merlin Entertainments
2The Carlyle Group61.72ZoomInfo, PPD
3Kohlberg Kravis Roberts & Co. 54.76Axel Springer SE, Epic Games
4TPG Capital38.68Cirque du Soleil, Cushman & Wakefield
5Warburg Pincus37.59Airtel, Sundyne
6Neuberger Berman36.51Marquee Brands, Telxius
7CVC Capital Partners35.88Petco, Premiership Rugby
8EQT Partners34.46Dunlop Protective Footwear, SUSE
9Advent International33.49Cobham, Serta Simmons Bedding,
10Vista Equity Partners32.1Finastra, Mindbody
11Leonard Green & Partners26.31Lucky Brand, Signet Jewelers
12Cinven26.15Kurt Geiger, Hotelbeds
13Bain Capital25.74Virgin Voyages, Canada Goose
14Apollo Global Management25.42ADT, Chuck E Cheese's
15Thoma Bravo25.29Dynatrace, McAfee
16Insight Partners22.74Monday.com, HelloFresh
17BlackRock22.46Authentic Brands Group, Qumulo
18General Atlantic22.42Airbnb, Vox Media
19Permira22.21Dr. Martens, Informatica
20Brookfield Asset Management21.69Multiplex, Westinghouse Electric
21EnCap Investments21.33Pegasus Resources, Lotus Midstream
22Francisco Partners19.13Verifone, GoodRx
23Platinum Equity18.00Livingston International, Palace Sports & Entertainment
24Hillhouse Capital Group17.89Miniso, Belle International
25Partners Group17.87Civica, KinderCare Education 

Most of the world’s top PE firms, including TPG Capital (which invested in Ducati Motorcycles, J. Crew, and Del Monte Foods) and Advent International (an early investor in Lululemon Athletica) are headquartered in the U.S.

In fact, of the largest 25 private equity firms in the last five years, just four are headquartered in Europe (CVC, EQT, Cinven, and Permira) and one in Asia (Hillhouse).

Another name that might be recognizable is Bain Capital, which was co-founded by Utah Senator and former Republican Presidential nominee Mitt Romney and found success with investments in AMC Theatres, Domino’s Pizza, and iHeartMedia.

Famous Private Equity Investments

One of the most surprising things investors discover about private equity is how many large organizations have been funded through the PE world.

More well-known investments include KKR’s $31.1 billion takeover of food and tobacco conglomerate RJR Nabisco in 1989, and Blackstone’s $26 billion buyout of Hilton Hotels Corporation in 2007.

But other well-known companies have been funded, saved, or restructured through private equity. That list includes grocery chain Safeway, fast food chain Burger King, international racing operator Formula One Group, and hotel and casino company Caesars Entertainment (then called Harrah’s Entertainment).

Many other notable investments could soon pay off for private equity. With IPOs back in season, tech companies like Airbnb and Epic Games are ripe for payouts. At the same time, restructuring companies like J. Crew and Chuck E Cheese’s always offers a chance to recapitalize.

With the COVID-19 economic downturn resulting in newly distressed companies and potential takeover targets, expect the private equity world to be very active in the foreseeable future.

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Agriculture

Cocoa: A Bittersweet Supply Chain

The cocoa supply chain is a bittersweet one. While chocolate is a beloved sweet treat globally, many cocoa farmers are living a bitter reality.

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Cocoa: A Bittersweet Supply Chain

From bean to bar, the cocoa supply chain is a bittersweet one. While the end product is something most of us enjoy, this also comes with a human cost.

Based on how much cocoa comes from West Africa, it’s likely that most of the chocolates we eat have a little bit of Cote d’Ivoire and Ghana in them. The $130B chocolate industry relies on cocoa farming for supply of chocolate’s key ingredient. Yet, many cocoa farmers make less than $1/day.

The above graphic maps the major trade flows of cocoa and allows us to dive deeper into its global supply chain.

From Bean to Bar: Stages in the Cocoa Supply Chain

Cocoa beans go through a number of stages before being used in chocolate products.

  1. Harvesting, Fermenting, and Drying
    First, farmers harvest cocoa beans from pods on cacao plants. Next, they are fermented in heaps and covered with banana leaves. Farmers then dry and package the cocoa beans for domestic transportation.
  2. Domestic Transportation, Cleaning, and Exporting
    Domestic transporters carry packaged cocoa beans to either cleaning warehouses or processing factories. Cocoa beans are cleaned and prepared for exports to the chocolate production hubs of the world.
  3. Processing and Chocolate Production
    Processing companies winnow, roast, and grind cocoa beans and then convert them into cocoa liquor, cocoa butter, or cocoa cakes—which are mixed with other ingredients like sugar and milk to produce chocolate products.

Cocoa farming and trade are at the roots of the chocolate industry, and the consistent supply of cocoa plays a critical role in providing us with reasonably-priced chocolate.

So where exactly does all this cocoa come from?

The Key Nations in Cocoa’s Global Supply Chain

Growing cocoa has specific temperature, water, and humidity requirements. As a result, the equatorial regions of Africa, Central and South America, and Asia are optimal for cocoa farming.

These regions host the biggest cocoa exporters by value.

Rank (2019)Exporting CountryValue (US$, millions)
1Côte d’Ivoire 🇨🇮$3,575
2Ghana 🇬🇭
$1,851
3Cameroon 🇨🇲$680
4Ecuador 🇪🇨$657
5Belgium 🇧🇪$526

Côte d’Ivoire and Ghana are responsible for 70% of global cocoa production, and cocoa exports play a huge role in their economies. Although the majority of exporters come from equatorial regions, Belgium stands out in fifth place.

On the other hand, most of the top importers are in Europe—the Netherlands and Germany being the top two.

Rank (2019)Importing CountryValue (US$, millions)
1Netherlands 🇳🇱$2,283
2Germany 🇩🇪$1,182
3U.S. 🇺🇸$931
4Malaysia 🇲🇾$826
5Belgium 🇧🇪$719

In third place, the U.S. primarily sources its cocoa from Côte d’Ivoire, Ghana, and Ecuador. Mars, Hershey, Cargill, and Blommer—some of the world’s biggest chocolate manufacturers and processors—are headquartered in the U.S.

Finally, it comes as no surprise that the biggest importers of cocoa beans are among the biggest chocolate exporters.

Rank (2019)CountryValue of Chocolate Exports
(US$, millions)
1Germany 🇩🇪$4,924
2Belgium 🇧🇪$3,143
3Italy 🇮🇹$2,100
4Netherlands 🇳🇱$1,992
5Poland 🇵🇱$1,834

Not only is the Netherlands the biggest importer of beans, but it’s also the biggest processor—grinding 600,000 tons annually—and the fourth largest exporter of chocolate products.

Belgium is another key nation in the supply chain, importing cocoa beans from producing countries and exporting them across Europe. It’s also home to the world’s largest chocolate factory, supporting its annual chocolate exports worth $3.1 billion.

Breaking Down the Cocoa Supply Chain: Who Gets What

Without farmers, both the cocoa and chocolate industries are likely to suffer from shortages, with domino effects on higher overall costs. Yet, they have little ability to influence prices at present.

cocoa supply chain breakdown

Farmers are among the lowest earners from a tonne of sold cocoa—accounting for just 6.6% of the value of the final sale.

Low incomes also translate into numerous other issues associated with cocoa farming.

The Bitter Side of Cocoa Farming

The World Bank has established the threshold for extreme poverty at $1.90/day. Cocoa farmers in Ghana make $1/day, while those in Côte d’Ivoire make around $0.78/day—both significantly below the extreme poverty line.

Farmers are often unable to bear the costs of cocoa farming as a result of low incomes. In turn, they employ children, who miss out on education, are exposed to hazardous working conditions, and get paid little or no wages.

CountryCocoa Farmers Making $1/day or lessChildren in Cocoa Agriculture
Côte d’Ivoire 🇨🇮600,000
891,500
Ghana 🇬🇭800,000708,400

To make matters worse, cocoa farming is primarily responsible for deforestation and illegal farming in Côte d’Ivoire and Ghana—adding environmental issues to the mix.

These interconnected problems call for action, so what is being done to fight them?

Combating Cocoa’s Concerns

Mars, Nestlé, and Hershey—some of the world’s biggest chocolate manufacturers—have made several pledges to eradicate child labor in cocoa farming over the last two decades, but haven’t reached their targets.

In addition, organizations such as UTZ Certified, Rainforest Alliance, and Fairtrade are working to increase traceability in the supply chain by selling ‘certified cocoa’, sourced from farms that prohibit child labor.

More recently, Côte d’Ivoire and Ghana announced a fixed premium of US$400/tonne on cocoa futures, aiming to improve farmer livelihoods by creating a union for cocoa, also known colloquially as the “COPEC” for the industry.

While these initiatives have had some positive impacts, more still needs to be done to successfully eradicate large-scale child labor and poverty of those involved in cocoa’s bittersweet supply chain.

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