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Global Shutdown: Visualizing Commuter Activity in the World’s Cities

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Global Shutdown: Visualizing Commuter Activity in the World's Cities

Staying Put: The COVID-19 Commuter Decline

Every day, millions of people worldwide rely on public transport networks to get around. But in times of crisis, bustling cities with high volumes of commuter traffic can come to a dramatic halt.

Today’s chart breaks down daily data from Citymapper’s Mobility Index, according to trips planned on the transport app across 41 select cities.

The results paint a unique picture of how social distancing and lockdown measures are impacting commuter and economic activity in major urban hubs.

Cities With the Biggest Drops in Activity

As the government response to the COVID-19 pandemic intensifies and people are urged to stay home, transit activity is dropping everywhere.

However, some areas are seeing more of a reduction in activity than others. Where has activity declined the most over the month?

RankCityCountry04-Mar11-Mar18-Mar25-MarTotal Change (%)
#1Vienna🇦🇹 Austria128%92%9%6%-122%
#2Lisbon🇵🇹 Portugal128%108%24%12%-116%
#3Istanbul🇹🇷 Turkey117%103%20%10%-107%
#4Barcelona🇪🇸 Spain105%86%6%4%-101%
#5Brussels🇧🇪 Belgium107%96%15%7%-100%
#6São Paolo🇧🇷 Brazil112%113%33%12%-100%
#7New York City🇺🇸 USA104%85%17%7%-97%
#8Madrid🇪🇸 Spain100%65%5%4%-96%
#9Los Angeles🇺🇸 USA108%81%23%13%-95%
#10Melbourne🇦🇺 Australia113%110%53%20%-93%

*Note: Data measures the % of city moving compared to 100% baseline.

Overall, Vienna and Lisbon are the cities with the biggest average drop in commuter activity over the past few weeks. This decline in mobility is correlated with a spike in the proportion of COVID-19 cases in the population:

  • Austria
    March 4: 2.6 per million
    March 25: 586 per million
  • Portugal
    March 4: 0.4 per million
    March 25: 232 per million

That said, not every city is seeing a precipitous decline in activity — let’s look at those next.

Standing Still, or On Guard

Cities that saw lower decreases in commuter activity over recent weeks can generally be slotted into three categories:

  1. Cities that were already on or near shutdown (Seoul, Milan)
  2. Cities that have so far avoided major impacts from the virus (St. Petersburg)
  3. Cities that successfully mitigated spread (Singapore)

Here are the 10 cities on the list that saw the lowest changes in activity:

RankCityCountry04-Mar11-Mar18-Mar25-MarTotal Change (%)
#1Seoul 🇰🇷 South Korea48%43%41%37%-11%
#2Hong Kong🇭🇰 China (SAR)50%52%48%37%-13%
#3Singapore🇸🇬 Singapore90%88%79%62%-28%
#4Milan🇮🇹 Italy43%10%5%3%-40%
#5Tokyo🇯🇵 Japan63%54%42%21%-42%
#6St Petersburg🇷🇺 Russia114%114%85%69%-45%
#7Moscow🇷🇺 Russia112%113%75%54%-58%
#8Rhine-Ruhr🇩🇪 Germany75%72%28%15%-60%
#9Stockholm🇸🇪 Sweden97%83%34%32%-65%
#10Lyon🇫🇷 France75%97%6%4%-71%

*Note: Data measures the % of city moving compared to 100% baseline.

St. Petersburg is still seeing commuter activity at 69% of normal levels as of March 25th, as the proportion of confirmed COVID-19 cases in Russia remains low, at roughly 3.4 per million.

Milan has the lowest activity of any city at 3%, and has been in shutdown for most of the month.

Although Singapore’s total COVID-19 cases grew from 18.8 to 95.4 per million, it still has 62% commuter activity. Interestingly, Singapore is one of the few countries that has been able to properly control and manage its COVID-19 outbreak.

Biggest Weekly Declines

As the month progressed, various cities showed stark one-week declines in commuter activity based on official healthcare recommendations and growing case numbers.

After a government lockdown announced on March 9, Rome experienced the sharpest decline of -75% commuter activity in the week from March 4 to March 11. Currently, there is only 5% activity compared to usual, similar to Milan.

In the second week of March, COVID-19 cases in France jumped fourfold, from 27.3 per million to 118.4 per million people. As a result, Lyon saw a whopping -91% drop in commuter activity—going from 97% on March 11 to 6% on March 18.

Over the past week, as cases in Australia reached 95 per million, Sydney and Melbourne exhibited the highest average declines at -36% and -33% in commuter activity respectively.

Full List of 41 Cities

Here’s the full list of cities, courtesy of Citymapper.

City, CountryMarch 4March 11March 18March 25Total Change (%)
Vienna, Austria128%92%9%6%-122%
Lisbon, Portugal128%108%24%12%-116%
Istanbul, Turkey117%103%20%10%-107%
Barcelona, Spain105%86%6%4%-101%
Brussels, Belgium107%96%15%7%-100%
São Paulo, Brazil112%113%33%12%-100%
New York City, U.S.104%85%17%7%-97%
Madrid, Spain100%65%5%4%-96%
Los Angeles, U.S.108%81%23%13%-95%
Melbourne, Australia113%110%53%20%-93%
Amsterdam, Netherlands98%86%13%6%-92%
Washington DC, U.S.97%82%15%6%-91%
San Francisco, U.S.96%65%9%6%-90%
Boston, U.S.97%77%16%7%-90%
Chicago, U.S.97%92%16%7%-90%
Montréal, Canada103%104%31%14%-89%
Paris, France95%89%8%6%-89%
London, UK100%91%36%12%-88%
Manchester, UK100%91%42%13%-87%
Sydney, Australia106%99%56%20%-86%
Mexico City, Mexico109%110%53%23%-86%
Rome, Italy91%16%6%5%-86%
Copenhagen, Denmark97%80%11%11%-86%
Berlin, Germany93%86%26%12%-81%
Birmingham, UK99%91%45%18%-81%
Toronto, Canada97%91%32%19%-78%
Vancouver, Canada94%89%38%16%-78%
Philadelphia, U.S.89%85%22%13%-76%
Monaco, Monaco81%50%12%7%-74%
Hamburg, Germany85%72%20%12%-73%
Seattle, U.S.80%51%19%8%-72%
Lyon, France75%97%6%4%-71%
Stockholm, Sweden97%83%34%32%-65%
Rhine-Ruhr, Germany75%72%28%15%-60%
Moscow, Russia112%113%75%54%-58%
St Petersburg, Russia114%114%85%69%-45%
Tokyo, Japan63%54%42%21%-42%
Milan, Italy43%10%5%3%-40%
Singapore, Singapore90%88%79%62%-28%
Hong Kong, Hong Kong50%52%48%37%-13%
Seoul, South Korea48%43%41%37%-11%

*Note: Data measures the % of city moving compared to 100% baseline.

The COVID-19 pandemic is affecting everything from the stock market to the environment. With cities actively working to keep populations in isolation and healthy during this time, it may take a while before commuter activity returns to normal.

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Chart of the Week

Visualizing the Countries Most Reliant on Tourism

With international travel grinding to a halt, here are the economies that have the most to lose from a lack of tourism.

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Visualizing the Countries Most Reliant on Tourism

Without a steady influx of tourism revenue, many countries could face severe economic damage.

As the global travel and tourism industry stalls, the spillover effects to global employment are wide-reaching. A total of 330 million jobs are supported by this industry around the world, and it contributes 10%, or $8.9 trillion to global GDP each year.

Today’s infographic uses data from the World Travel & Tourism Council, and it highlights the countries that depend the most on the travel and tourism industry according to employment—quantifying the scale that the industry contributes to the health of the global economy.

Ground Control

Worldwide, 44 countries rely on the travel and tourism industry for more than 15% of their total share of employment. Unsurprisingly, many of the countries suffering the most economic damage are island nations.

At the same time, data reveals the extent to which certain larger nations rely on tourism. In New Zealand, for example, 479,000 jobs are generated by the travel and tourism industry, while in Cambodia tourism contributes to 2.4 million jobs.

RankCountryT&T Share of Jobs (2019)T&T Jobs (2019)Population
1Antigua & Barbuda91%33,80097,900
2Aruba84%35,000106,800
3St. Lucia78%62,900183,600
4US Virgin Islands69%28,800104,400
5Macau66%253,700649,300
6Maldives60%155,600540,500
7St. Kitts & Nevis59%14,10053,200
8British Virgin Islands54%5,50030,200
9Bahamas52%103,900393,200
10Anguilla51%3,80015,000
11St. Vincent & the Grenadines45%19,900110,900
12Seychelles44%20,60098,300
13Grenada43%24,300112,500
14Former Netherlands Antilles41%25,70026,200
15Belize39%64,800397,600
16Cape Verde39%98,300556,000
17Dominica39%13,60072,000
18Vanuatu36%29,000307,100
19Barbados33%44,900287,400
20Cayman Islands33%12,30065,700
21Jamaica33%406,1002,961,000
22Montenegro33%66,900628,100
23Georgia28%488,2003,989,000
24Cambodia26%2,371,10016,719,000
25Fiji26%90,700896,400
26Croatia25%383,4004,105,000
27Philippines24%10,237,700109,600,000
28Sao Tome and Principe23%14,500219,200
29Bermuda23%7,80062,300
30Albania22%254,3002,880,000
31Iceland22%44,100341,200
32Greece22%846,20010,420,000
33Thailand21%8,054,60069,800,000
34Malta21%52,800441,500
35New Zealand20%479,4004,822,000
36Lebanon19%434,2006,825,000
37Mauritius19%104,2001,272,000
38Portugal19%902,40010,197,000
39Kiribati18%6,600119,000
40Gambia18%129,6002,417,000
41Jordan18%254,70010,200,000
42Dominican Republic17%810,80010,848,000
43Uruguay16%262,5003,474,000
44Namibia15%114,6002,541,000

Croatia, another tourist hotspot, is hoping to reopen in time for peak season—the country generated tourism revenues of $13B in 2019. With a population of over 4 million, travel and tourism contributes to 25% of its workforce.

How the 20 Largest Economies Stack Up

Tourist-centric countries remain the hardest hit from global travel bans, but the world’s biggest economies are also feeling the impact.

In Spain, tourism ranks as the third highest contributor to its economy. If lockdowns remain in place until September, it is projected to lose $68 billion (€62 billion) in revenues.

RankCountryTravel and Tourism, Contribution to GDP
1Mexico15.5%
2Spain14.3%
3Italy13.0%
4Turkey11.3%
5China11.3%
6Australia10.8%
7Saudi Arabia9.5%
8Germany9.1%
9United Kingdom9.0%
10U.S.8.6%
11France8.5%
12Brazil7.7%
13Switzerland7.6%
14Japan7.0%
15India6.8%
16Canada6.3%
17Netherlands5.7%
18Indonesia5.7%
19Russia5.0%
20South Korea2.8%

On the other hand, South Korea is impacted the least: just 2.8% of its GDP is reliant on tourism.

Travel, Interrupted

Which countries earn the most from the travel and tourism industry in absolute dollar terms?

Topping the list was the U.S., with tourism contributing over $1.8 trillion to its economy, or 8.6% of its GDP in 2019. The U.S. remains a global epicenter for COVID-19 cases, and details remain unconfirmed if the country will reopen to visitors before summer.

Travel and tourism contribution to GDP in absolute terms

Meanwhile, the contribution of travel and tourism to China’s economy has more than doubled over the last decade, approaching $1.6 trillion. To help bolster economic activity, China and South Korea have eased restrictions by establishing a travel corridor.

As countries slowly reopen, other travel bubbles are beginning to make headway. For example, Estonia, Latvia, and Lithuania have eased travel restrictions by creating an established travel zone. Australia and New Zealand have a similar arrangement on the horizon. These travel bubbles allow citizens from each country to travel within a given zone.

Of course, COVID-19 will have a lasting impact on employment and global economic activity with inconceivable outcomes. When the dust finally settles, could global tourism face a reckoning?

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Chart of the Week

Zoom is Now Worth More Than the World’s 7 Biggest Airlines

Zoom benefits from the COVID-19 virtual transition—but other industries aren’t as lucky. The app is now more valuable than the world’s seven largest airlines.

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zoom vs major airlines valuation

Zoom Is Now Worth More Than The 7 Biggest Airlines

Amid the COVID-19 pandemic, many people have transitioned to working—and socializing—from home. If these trends become the new normal, certain companies may be in for a big payoff.

Popular video conferencing company, Zoom Communications, is a prime example of an organization benefiting from this transition. Today’s graphic, inspired by Lennart Dobravsky at Lufthansa Innovation Hub, is a dramatic look at how much Zoom’s valuation has shot up during this unusual period in history.

The Zoom Boom, in Perspective

As of May 15, 2020, Zoom’s market capitalization has skyrocketed to $48.8 billion, despite posting revenues of only $623 million over the past year.

What separates Zoom from its competition, and what’s led to the app’s massive surge in mainstream business culture?

zoom-search-interest

Industry analysts say that business users have been drawn to the app because of its easy-to-use interface and user experience, as well as the ability to support up to 100 participants at a time. The app has also blown up among educators for use in online learning, after CEO Eric Yuan took extra steps to ensure K-12 schools could use the platform for free.

Zoom meeting participants have skyrocketed in past months, going from 10 million in December 2019 to a whopping 300 million as of April 2020.

Zoom vs. Airlines stock chart

The Airline Decline

The airline industry has been on the opposite end of fortune, suffering an unprecedented plummet in demand as international restrictions have shuttered airports:

The world’s top airlines by revenue have fallen in total value by 62% since the end of January:

AirlineMarket Cap Jan 31, 2020 Market Cap May 15, 2020
Southwest Airlines$28.440B$14.04B
Delta$35.680B$12.30B
United$18.790B$5.867B
International Airlines Group$14.760B$4.111B
Lufthansa$7.460B$3.873B
American$11.490B$3.886B
Air France$4.681B$2.137B
Total Market Cap$121.301B$46.214B

Source: YCharts. All market capitalizations listed as of May 15, 2020.

With countries scrambling to contain the spread of COVID-19, many airlines have cut travel capacity, laid off workers, and chopped executive pay to try and stay afloat.

If and when regular air travel will return remains a major question mark, and even patient investors such as Warren Buffett have pulled out from airline stocks.

Airline% Change in Total Returns (Jan 31-May 15, 2020)
United-72.91%
International Airlines Group-72.16%
American-65.76%
Delta-65.39%
Air France-54.34%
Southwest Airlines-56.35%
Lufthansa-48.08%

Source: YCharts, as of May 15, 2020.

The world has changed for the airlines. The future is much less clear to me about how the business will turn out.

—Warren Buffett

What Does the Future Hold?

Zoom’s recent success is a product of its circumstances, but will it last? That’s a question on the mind of many investors and pundits ahead of the company’s Q1 results to be released in June.

It hasn’t been all smooth-sailing for the company—a spate of “Zoom Bombing” incidents, where uninvited people hijacked meetings, brought the app’s security measures under scrutiny. However, the company remained resilient, swiftly providing support to combat the problem.

Meanwhile, as many parts of the world begin taking measures to restart economic activity, airlines could see a cautious return to the skies—although any such recovery will surely be a “slow, long ascent”.

Correction: Changed the graphics to reflect 300 million daily active “meeting participants” as opposed to daily active users.

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