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Visualizing the Extreme Concentration of Global Wealth

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In recent decades, extreme world poverty has declined significantly and many millions of people have joined the swelling ranks of the middle class – particularly in China.

While these economic shifts are positive, it’s the other end of the global wealth spectrum that attracts the most attention. A high degree of wealth creation is amassed by those at the top of the economic pyramid.

The Top-Heavy Wealth Spectrum

Today, slightly less than 1% of the world’s adult population occupies the $1M+ wealth range. Despite their small numbers, this elite group collectively controls 46% of the world’s wealth, valued at approximately $129 trillion.

Concentration of Global Wealth

On the flip side of the equation, 70% of world’s population fall into the sub-$10K wealth band. This majority of people around the world collectively control a mere 2.7% of the world’s wealth.

Even as “the rich get richer”, there is good news for the majority. The percentage of people in that lowest wealth band has been shrinking over the years.

Moneyed Metropolises

Not only is money concentrated among a small portion of the population, those people tend to gravitate towards global cities such as London, Hong Kong, and New York.

In fact, 70% of ultra high net worth individuals (UHNWIs) – persons with investable assets of $30 million or more – reside in just ten cities around the world.

global wealth concentration map

According to Credit Suisse, emerging markets now account for 22% of growth in the UHNWIs category – up from just 6% growth in 2000 – with China alone adding over 16,000 UHNWIs to the mix. Many members of this elite class may generate their wealth in emerging economies around the world, but as we can see from the map above, the world’s richest people end up very concentrated, geographically speaking.

Global Wealth, by Continent

As the visualization below demonstrates, wealth accumulates in Europe and North America. This trend is so pronounced that it only becomes evident once the scale is adjusted to see the detail in the upper percentiles.

wealth distribution by continent

One thing is for certain – the world is changing quickly, and just as this graph would have looked very different 20 years ago, global wealth will almost certainly look different in 20 years time.

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Business

Flying High: The Top Ten Airline Routes by Revenue

This visualization tracks the high-value routes that generate the most revenue for airlines – primarily links between the world’s financial centers

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Flying High: The Top 10 Airline Routes by Revenue

The airline industry is a tough business. Profit margins are narrow, airplanes are expensive to run and maintain, and government regulation and taxation can be onerous and unpredictable.

In addition, demand can stall by the outbreak of disease, recession, war, or terrorism. So when a company has a winning airline route, it makes all the difference to a company’s bottom line.

Today’s visualization uses data from OAG Aviation Worldwide, which tracked the airline routes that generated the most revenue from April 2018 to March 2019.

Top 10 Highest Revenue Routes by Airline

North American routes dominate the global rankings. However, it is the connections from the U.S Northeast and Europe that generate the most revenue and often the most delays.

Only one route breaks the billion dollar barrier: British Airways’ service between London Heathrow Airport (LHR) and New York’s John F. Kennedy Airport (JFK).

AirlineAirport PairCountriesTotal Revenue US$ 2018/19
British AirwaysJFK-LHR🇺🇸🇬🇧$1,159,126,794
Qantas AirlinesMEL-SYD🇦🇺$849,260,322
EmiratesLHR-DXB🇬🇧🇦🇪$796,201,645
Singapore AirlinesLHR-SIN🇬🇧🇸🇬$735,597,614
United AirlinesSFO-EWR🇺🇸$689,371,368
American AirlinesLAX-JFK🇺🇸$661,739,368
Qatar AirwaysLHR-DOH🇬🇧🇶🇦$639,122,609
Cathay Pacific AirwaysHKG-LHR🇭🇰🇬🇧$604,595,063
Singapore AirlinesSYD-SIN🇦🇺🇸🇬$549,711,946
Air CanadaYVR-YYZ🇨🇦$541,122,509

Air Canada’s route between Vancouver and Toronto bottoms out the list with $541 million of revenue in 2019. Low population density, high infrastructure costs, and an aviation industry that is essentially an oligopoly, are all factors driving up ticket costs in Canada.

North America, Top 10 Highest Revenue Routes by Airline

Here’s a look at only the top-grossing routes connected to North America, including the prior ones that made the global list.

AirlineAirport PairCountriesTotal Revenue US$ 2018/19
British AirwaysJFK-LHR🇺🇸🇬🇧$1,159,126,794
United AirlinesSFO-EWR🇺🇸$689,371,368
American AirlinesLAX-JFK🇺🇸$661,739,788
Air CanadaYVR-YYZ🇨🇦$541,122,509
British AirwaysBOS-LHR🇺🇸🇬🇧$523,527,241
Air FranceJFK-CDG🇺🇸🇫🇷$486,378,698
United AirlinesLAX-EWR🇺🇸$479,908,312
Cathay Pacific AirwaysJFK-HKG🇺🇸🇭🇰$475,514,451
Delta Air LinesLAX-JFK🇺🇸$465,130,366
British AirwaysLAX-LHR🇺🇸🇬🇧$452,136,502

Transcontinental routes dominate the domestic market with LAX–JFK appearing twice in the ranking for both American and Delta Air Lines.

Asia, Top 10 Highest Revenue Routes by Airline

Despite Asia’s rise as an economic superpower, there are no routes that break the billion dollar barrier. Singapore Airlines’ Singapore (SIN) to London’s Heathrow (LHR) tops the list, generating $736 million in 2019.

AirlineAirport PairCountriesTotal Revenue US$ 2018/19
Singapore AirlinesSIN-LHR🇸🇬🇬🇧$735,597,614
Cathay Pacific AirlinesHKG-LHR🇭🇰🇬🇧$604,595,063
Singapore AirlinesSIN-SYD🇸🇬🇦🇺$549,711,946
Vietnam AirlinesSGN-HAN🇻🇳$488,487,259
Cathay Pacific AirlinesHKG-JFK🇭🇰🇺🇸$475,514,451
Japan AirlinesOKA-HND🇯🇵$447,224,346
Singapore AirlinesCGK-SIN🇮🇩🇸🇬$436,905,694
Japan AirlinesFUK-HND🇯🇵$431,457,469
Singapore AirlinesSIN-MEL🇸🇬🇦🇺$414,276,407
Cathay Pacific AirlinesHKG-SIN🇭🇰🇸🇬$389,910,239

The routes that dominate Asia connect the financial hubs of London, New York, Singapore, and Hong Kong. There are also two domestic routes in Japan, connecting both Fukuoka (FUK) and Okinawa (OKA) to Tokyo’s Haneda (HND) airport.

Africa, Top 10 Highest Revenue Routes by Airline

At the top of the ranking in Africa is Johannesburg (JNB) to Dubai International Airport (DXB) with revenues of $315 million. Dubai has become an important hub for high value flights arriving and departing Africa, a position that may prove profitable as air traffic on the continent increases in coming years.

AirlineAirport PairCountriesTotal Revenue US$ 2018/19
EmiratesJNB-DXB🇿🇦🇦🇪$315,678,326
British AirwaysJNB-LHR🇿🇦🇬🇧$295,167,492
Saudi Arabian AirlinesCAI-JED🇪🇬🇸🇦$242,155,949
TAAG Angola AirlinesLAD-LIS🇦🇴🇵🇹$231,155,949
South African AirlinesJNB-CPT🇿🇦$184,944,128
EmiratesCAI-DXB🇪🇬🇦🇪$181,392,011
EmiratesCPT-DXB🇿🇦🇦🇪$176,743,498
Air FranceABJ-CDG🇨🇮🇫🇷$174,986,272
British AirwaysCPT-LHR🇿🇦🇬🇧$174,605,201
EmiratesMRU-DXB🇲🇺🇦🇪$163,952,609

Despite the smaller earnings compared to larger markets, some airline companies see the potential for growth in Africa. Virgin Atlantic will fly a route between London’s Heathrow and Cape Town in South Africa, while Qatar Airlines acquired a stake in RwandAir.

Financial Hubs

The cities that appear in the top revenue ranking are revealing. Since business and first class travelers are such an important revenue driver, it makes sense that connections between the world’s financial hubs are delivering big value to airlines.

As Asian and African economies continue to evolve, what route could be the next billion dollar route for airlines?

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Demographics

Mapped: The Ins and Outs of Remittance Flows

Every year, migrant workers send billions of dollars back to their home countries—reaching $550 billion in 2019. Where do these remittance flows wind up?

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Mapped: The Ins and Outs of Remittance Flows

The global immigrant population is growing at a robust pace, and their aggregate force is one to be reckoned with. In 2019, migrants collectively sent $550.5 billion in money back to their home countries—money transfer flows that are also known as remittances.

Remittances serve as an economic lifeline around the world, particularly for low- and middle-income countries (LMICs). Today’s visualization relies on the latest data from the World Bank to create a snapshot of these global remittance flows.

Where do most of these remittances come from, and which countries are the biggest recipients?

Remittances: An Origin Story

Remittances are a type of capital flow, with significant impacts on the places they wind up. These money transfers have surpassed official aid being sent to LMICs for decades, and in this day and age, are rivaling even Foreign Direct Investment (FDI) flows.

Remittance flows mainly help improve basic living standards such as housing, healthcare, and education, with leftover funds going towards other parts of the economy. They can also be a means for increasing the social mobility of family and friends back home.

Altogether, 50% of remittances are sent in either U.S. dollars, or the closely-linked currencies of Gulf Cooperation Council (GCC) countries, such as the Saudi riyal. It’s not surprising then, that the U.S. is the biggest origin country of remittances, contributing $68.5 billion in 2018—more than double that of the next-highest country, Saudi Arabia, at $33.6 billion.

Remittance Flows As A Safety Net

The impact of remittances on LMICs can vary depending on what you measure. In absolute terms, the top 10 LMIC recipients received $350 billion, or nearly 64% of total remittances in 2019.

Top Remittance Recipients in 2019 (USD)

RankCountryRemittance Inflows% of Nominal GDP
#1🇮🇳 India$82.2B2.8%
#2🇨🇳 China$70.3B0.5%
#3🇲🇽 Mexico$38.7B3.1%
#4🇵🇭 Philippines$35.1B9.8%
#5🇪🇬 Egypt$26.4B8.8%
#6🇳🇬 Nigeria$25.4B5.7%
#7🇵🇰 Pakistan$21.9B7.9%
#8🇧🇩 Bangladesh$17.5B5.5%
#9🇻🇳 Vietnam$16.7B6.4%
#10🇺🇦 Ukraine$15.9B11.8%

India tops the chart as the largest remittances beneficiary, followed by China and Mexico. Interestingly, these three countries are also the main destinations of remittance flows from the U.S., but in the reverse order. Mexico and the U.S. have one of the most interconnected remittance corridors in the world.

However, the chart above makes it clear that simply counting the dollars is only one part of the picture. Despite these multi-billion dollar numbers, remittances are equal to only a fraction of these economies.

By looking at remittances as a percentage of nominal GDP, it’s clear that they can have an outsize impact on nations, even if the overall value of flows are much lower in comparison.

Top Remittance Recipients in 2019 (% of GDP)

RankCountryRemittance Inflows% of Nominal GDP
#1🇹🇴 Tonga$0.19B38.5%
#2🇭🇹 Haiti$3.3B34.3%
#3🇳🇵 Nepal$8.6B29.9%
#4🇹🇯 Tajikistan$2.3B29.7%
#5🇰🇬 Kyrgyz Republic$2.4B29.6%
#6🇭🇳 Honduras$5.3B21.4%
#7🇸🇻 El Salvador$5.6B20.8%
#8🇰🇲 Comoros$0.14B19.3%
#9🇼🇸 Samoa$0.17B18.4%
#10🇵🇸 West Bank and Gaza$2.6B17.6%

It’s clear that the cash influxes provided by remittances are crucial to many smaller countries. Take the Polynesian archipelago of Tonga, for example: even though it only saw $190 million in remittances from abroad, that amount accounts for nearly 40% of the country’s nominal GDP.

Will The Remittance Tides Turn?

The World Bank projects remittance flows to increase to nearly $600 billion by 2021. But are such projections of future remittance flows reliable? The researchers offer two reasons why remittances may ebb and flow.

On one hand, anti-immigration sentiment across major economies could complicate this growth, as evidenced by Brexit. The good news? That doesn’t stop immigration itself from taking place. Instead, where these migrants and their money end up, are constantly in flux.

This means that as immigration steadily grows, so will remittance flows. What’s more, fintech innovations have the potential to bolster this progress, by making money transfers cheaper and easier to access.

Tackling [high transaction costs] is crucial not only for economic and social development, but also for improving financial inclusion.

UN ESCAP, Oct 2019

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