National holidays cost the United States 325 billion every year

In the UK we’ve just enjoyed a long four day weekend thanks to two bank holidays to celebrate the Queens Platinum Jubilee.

My colleagues in the Netherlands will be enjoying a day off on the day this post goes out. Another national holiday.

It got me thinking; what countries have the most national holidays? And what is the economic impact of this time off?

Results

National Holidays by Country

National holidays per year by country (2022)

Download chart.

Country Number of public holidays
Mexico 8
Taiwan 9
Brazil 9
Iran 26
Nepal 30
Myanmar 32

Full rankings.

The average number of national holidays across the 67 countries considered is 15. Myanmar has 32 — that’s more than one month of holidays!

National Holiday and affect on productivity

Lost GDP per day (billions) at 50% downtime by Country

Download chart.

Country Number of public holidays Lost GDP per day (billions) at 100% downtime Lost GDP per day (billions) at 50% downtime
United States 11 59.15 29.58
Japan 16 14.51 7.26
Germany 13 10.81 5.41
Kosovo 11 0.022 0.011
Liechtenstein 22 0.020 0.010
Fiji 10 0.012 0.006

Full rankings.

Here the figures assume two scenarios

  1. that during a lost day to a national holiday, output is stopped completely (downtime = 100%) — which is obviously not the case
  2. output is reduced by 50% — probably more accurate

If we assume output drops by 50% on a national holiday, the US still forfeits over $29.5 billion per day! Assuming all national holidays equate to working days off, thats over $325 billion of potential output being lost!

National Holiday and working hours

Actual employment rates are hard to measure (unemployment rate in many countries only captures those of working age seeking a job — not those intentionally unemployed). That being said, it gives us a figure to go off to estimate lost working hours.

Similarly, not all jobs will be 8 hours (what I’ve assumed), nor will all workers get national holidays off.

Lost working hours (assumes ave 8 hrs) by country (2022)

Download chart.

Country Number of public holidays Lost working hours (assumes ave 8 hrs)
India 21 230217120000
Indonesia 16 30561984000
Bangladesh 22 28552392000
Estonia 10 102327280
Fiji 10 67782400
Liechtenstein 22 6407104

In the worst case, that’s two hundred thirty billion two hundred seventeen million one hundred twenty thousand (230,217,120,000) working hours Indians collectively enjoy on national holidays. This is definitely an over-estimate of actual hours, but assuming 50% of this assumption gives a total 115 billion national holiday hours for workers. This equates to about $80 billion in GDP (assuming a 50% reduction in output on these days).

And finally…

As you already know, this post is nowhere near accurate. I am a proponent for more downtime not less. In many studies, a shorter working week produces the same level output, therefore enjoy your holidays everyone!

Improvements

I compiled an incomplete list of national holidays by country so an obvious improvement would be to obtain a more comprehensive (and validated list). I’ve also made some huge assumptions, (1 national holiday is equal to 1 day off work, 8 hour working day, etc).

tl;dr

I estimate that Indians collectively enjoy over 115 billion national holiday hours (21 national holidays) resulting in an estimate $80 billion USD hit to the countries GDP.

Get the data

  1. Data sources + data used in this post.

Ski Resort Economics: Billions Made from Lift Pass Sales Each Year

Skiing is an expensive sport.

I’ve talked previously about the price for a cup of coffee on the mountain.

Lift passes are another huge expense.

During busy periods, like school holidays, you can often be stood in lift queues with hundreds of other people.

It’s not long before you start thinking about just how much money all of these people have spent on their passes that day.

Back at my computer, sadly, I wanted to get a better idea of revenue resorts earn through the sale of lift passes.

Methodology

Each year the International Report on Snow & Mountain Tourism ranks the most visited ski areas based on the average annual skier visits.

I ignored the 2019/2020 season due to COVID travel restrictions, and used the 2018/2019 season for the visitor numbers taken from the report. Visitor numbers are defined as unique daily lift tickets (e.g 1 person visiting over 6 days would count as 6 visitors).

Lift ticket prices were obtained for the current 2021/2022 season.

Results

Total visitors numbers by top winter destination

Daily unique lift pass entries by resort country (2018/19)

Download graph.

France, Austrian and French resorts were home to over 51 million visitors each in the 2018/19 season. In comparison, the population of Austria is only 9 million (France is 67 million, US is 330 million).

Foreign visitor numbers by top winter destination

Foreign visitor numbers by top winter destination

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Country Total visitors (19/20) Percent foreign visitors Total foreign visitors
Canada 18521000 12 2222520
United States 54250000 6 3255000
Switzerland 22274000 35 7795900
Italy 27603000 35 9661050
France 51009000 27 13772430
Austria 51700000 66 34122000

Full table.

Austria also received the highest number of total foreign visitors. 66% of the 51 million visitors (34.1 million) were foreign.

France received the second highest volume of winter ski tourists, 13.8 million.

Winter destination lift ticket income by country

For this section I assumed lift ticket costs from one of the major resorts in each country (see improvements), to work out potential lift ticket income across the entire country based on the visitor numbers.

Resort Country 6 day pass cost (EUR) 1 day pass cost (EUR)
Montgenèvre Italy 143.9 23.98
Les Portes du Soleil Switzerland 295 49.17
Val Thorens France 280 46.67
Whistler Blackcomb Canada 605 100.83
Kitzski Kitzbühel Austria 253 42.17
Jackson Hole United States 943 157.17

Full table.

North American resorts are much more expensive than their European counterparts — you could by a whole week (6 days) in Montgenèvre, Italy (144EUR) for one day in Jackson Hole, USA (157EUR).

Estimated total lift pass revenue (2018/19 visitors, 2021/22 lift ticket cost)

Download graph.

The visitor numbers combined with lift prices means the USA lift ticket revenue alone could have been as high as 8.5 billion EUR. Even assuming an average of half this cost for lift tickets, that’s still 4.25 billion EUR.

French and Austrian resort in comparison could have earned between 2.2 and 2.4 billion EUR, and even a conservative estimate would probably see these resorts pulling in over 1 billion from lift ticket sales.

Coffee sales income by country

As linked earlier, my post about coffee prices on the mountain found the average price for a cup being £2.91 (3.51 EUR) (in 2018).

Estimate coffee sales revenue in winter resorts (2018/19)

Download graph.

Assuming each visitor (one day lift ticket) bought one coffee on that day, the resorts in France, Austria and the United States could have each earned hundreds of millions of EUR in coffee sales alone. When you start adding in meals, these numbers get significantly bigger (the average cost of a lunch at a restaurant was 20.11 GBP (24.25 EUR), per person.

Improvements

This post contains very broad estimates. I assumed lift prices for some of the most popular resorts in each country, and thus likely some of the most expensive. Doing this analysis on a resort by resort basis would make for a very interesting comparison.

tl;dr

Lift tickets are worth billions of EUR in revenue to the major snow resort countries. In the USA, it could be as high as 8.5 billion EUR from lift ticket sales alone during winter.

Footnotes

  1. Data sources + data used in this post.

The true scale of COVID travel restrictions on tourism based economies (72% of Macau’s GDP comes from tourism)

In 2017, or 3 BC (Before COVID), I looked at the amount the average tourist spent in a country compared to the average incomes of the populations.

Fast forward to 2019, or 1 AC (After COVID), and the international travel industry is still full of restrictions for travellers having a significant impact on tourism.

Listening to stories coming out resorts here in Europe that are built around tourism, it is heart-breaking to hear of the challenges they are facing after another year of reduced tourist numbers.

I can imagine many countries entire economies are driven from tourism income. In this months post I decided to take a look the countries most reliant on tourists, and thus likely most impacted by another summer of travel restrictions.

Methodology

The World Travel and Tourism Council Data have curated an annual dataset, starting in 2000 to 2019, that details the tourism percentage that accounts for each countries GDP. Tourism considers both domestic and international visitors.

For actual GDP figures, I used data produced by the World Bank.

Results

Tourism as % of countries GDP (2019)

Tourism as % of countries GDP (2019)

Download chart.

Rank by GDP/tourism (2019) Country % tourism of GDP 2019
1 Macau 72.00
2 Maldives 66.10
3 Seychelles 65.80
4 St Kitts and Nevis 62.60
5 Grenada 55.80
171 Moldova 3.20
172 Libya 3.10
173 South Korea 2.80
174 Democratic Republic of Congo 1.80
175 Papua New Guinea 1.60

Download full table.

In Macau 72% of its GDP come from tourism ($39.7 billion). Not surprising given much of their economy is driven by Chinese tourists coming to gamble in its numerous casinos (so with more relaxed restrictions, probably not as affected as Las Vegas). Unsurprisingly, tropical Indian and Caribbean islands are all heavily reliant on tourism (and likely much more impacted by travel bans).

South Korea is one of the least reliant countries on tourism. Just 2.8% of their GDP came from tourism in 2019! Other developed countries have single digit percentage reliance on tourism (e.g. USA 7.8%, France 9.6%), but even 1% increase is a significant amount of money when you’re talking about GDP’s in the trillions of dollars (US GDP was 21.4 trillion in 2019).

Change in tourism as % GDP (2000 – 2019)

Change in tourism as % GDP (2000 - 2019)

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Rank by GDP/tourism (2019) Country Tourism % of GDP 2000 – 2019 change
7 Cape Verde 28.90
1 Macau 24.70
10 Belize 22.20
2 Maldives 21.30
4 St Kitts and Nevis 18.50
8 St Vincent and the Grenadines -6.50
9 Antigua and Barbuda -8.00
25 Cyprus -8.40
6 Vanuatu -11.10
52 Bahrain -16.20

Download full table.

Many economies have tried to boost incomes through tourism in the last few decades. Macau reliance’s on tourism was 24.7% higher in 2019 than in 2000.

Other countries have suffered in a reduction in tourists due to various factors (political, environmental and economic), or have realised a dependance on tourism alone can be risky… as highlighted by COVID-19 travel restrictions.

USD value of tourism vs tourism as % of GDP (2019)

USD value of tourism vs tourism as % of GDP (2019)

Download chart.

Rank by GDP/tourism (2019) Country Tourism % of GDP 2019 Tourism value 2019 (USD)
113 United States 7.80 $1,671,791,526,366.00
71 China 10.90 $1,556,513,183,949.98
120 Japan 7.50 $379,865,465,670.34
101 Germany 8.60 $332,056,625,991.37
72 United Kingdom 10.90 $308,558,672,344.41
162 Burundi 4.30 $129,529,284.66
20 Sao Tome and Principe 27.40 $117,114,460.87
82 Comoros 9.90 $115,418,150.08
30 Tonga 20.60 $105,544,112.24
34 Kiribati 19.00 $36,982,968.37

Download chart.

$1.67 trillion dollars of the US economy (7.8% of GDP) was earned through tourism in 2019. This figure includes domestic and international tourism. With many international citizens still banned from entering the US, it is very likely 100’s of billions of Dollars have been lost in tourism receipts over the last 18 months.

The $32.9 million Kiribati earned through tourism (19% of GDP) might seem very small (some football players earn more than that in a year), but it’s worth noting the actual population of the country in 2019 was only 117,606.

Improvements

Tourism is a very broad term that includes hotel bookings, travel, attractions, and much more. It would be valuable to know how tourism money is spent in each country, and as a result, which industries in each country suffer most from a reduction in tourism.

tl;dr

72% of Macau’s GDP comes from tourism, that’s $39.7 billion… and that number is growing (by 24.7% between 2000 and 2019).

Footnotes

  1. Data sources + data used in this post.

Patient 0 to the World: How Air Travel Makes it Impossible to Contain COVID-19

Corona.

What was once a summer beer is now synonymous with something far less appealing.

COVID-19, or the Corona virus, has sadly led to over 2,500 deaths and almost 100,000 infections as I write this.

Recently I was reading about the World War 1 flu pandemic that claimed an estimated 16 million lives. It is estimated one fifth of the world’s population was attacked by this deadly virus.

Most researchers attribute the movement of people around the world to the fact the flu virus was able to infect so many.

And this was before the days of commercial aviation.

In 2018 there were 4.8 billion air passengers, total. Add in rail, road and sea journeys, and it’s clear the world is incredibly interconnected. There wasn’t even 4.8 billion people on the planet in 1914 (most estimates put it at between 1.5 and 1.7 billion).

From its origin in Wuhan, here’s a simple analysis for how easily it could have been spread around the world.

Methodology

I used a variety of sources to obtain data on air travel in China to estimate and analyse passenger traffic and aircraft movements.

Results

Air Pax Volume China (2019)

China air passenger volume 2019

Download chart.

In total, there were about 660 million passengers flying from a Chinese airport in 2019.

Almost 90% were flying domestically (586 million pax), with 72 million flying out of the country — the equivalent of around 49 million domestic and 6 million international pax each month.

Where do people fly to / from in China?

Download chart.

Rank Airport Passengers
1 Beijing Capital International Airport 100,983,290
2 Shanghai Pudong International Airport 74,006,331
3 Guangzhou Baiyun International Airport 69,720,403
4 Chengdu Shuangliu International Airport 52,950,529
5 Shenzhen Bao’an International Airport 49,348,950
6 Kunming Changshui International Airport 47,088,140
7 Xi’an Xianyang International Airport 44,653,311
8 Shanghai Hongqiao International Airport 43,628,004
9 Chongqing Jiangbei International Airport 41,595,887
10 Hangzhou Xiaoshan International Airport 38,241,630

Full chart.

Over 100 million passengers flew in or out of Beijing in 2018, or a mean average of 8.3 million per month.

Even the smallest airport in the top 100 by passenger volume, Nanyang Jiangying Airport, saw over 907,000 passengers through its doors in 2018.

Wuhan Tianhe International Airport had 24.5 million in 2019, or about 2 million per month — about the same amount of time before travel restrictions came into place and the virus was widely reported.

How many flights depart from Wuhan each month?

I could not find specific flight data for Wuhan, so let’s get creative.

Given most travellers are domestic, let’s use one of the most popular short/medium range aircraft, the Boeing 737 (ignoring the ongoing MAX 8 problems).

The 737 MAX 8 typically holds around 178 in a 2 class seat configuration.

Assuming only the 737 Max flew from Wuhan, that would mean over 11,235 flights landed / departed. Given there will be larger planes in operation, let’s assume 10,000 plane movements per month.

Divide that by two, to only consider departures, gives 5,000 plane departures per month.

And this is one city alone.

Summary

According to this same calculation using the amount of 737 seats to estimate number of flights would result in the 4.8 billion passengers who flew in 2018 to have done it on about 60 million flights or 5 million each month!

And that’s just air travel.

Without a total ban on travel, I cannot see how COVID-19 will be contained.

To finish, it is important I note this is not meant to be a post designed to scare.  Remember, even if you contract the virus, it is very likely you will survive.

Improvements

These stats are clearly not accurate model of the spread of COVID-19. The post is designed to highlight how interconnected the modern world is.

I’m very interested to see the models that researchers develop as our understanding of this virus increases. I am no where near skilled enough to do this.

tl;dr

With an estimated 5 million flights taking off around the world each month, stopping viruses penetrating borders is an impossible task.

Footnotes

  1. Data sources + data used in this post.

$5.5 billion down in Vegas

Vegas.

You can easily get lost in the maze of hotels and casinos on the Las Vegas Strip for a week. And there’s no shortage of hotel rooms.

For gamblers, getting lost is not a problem. It’s not hard to find a blackjack table or slot machine to place a bet.

The movies introduced me to $10k+ poker table buy-ins. Though it astounds me that even some of the machines in the casinos accept $10, $20 or even $100 minimum bets!

I’ll gamble when I visit. A grand total of $1 each time. I’m about $10 down at this point… but, as a travelstatsman, the fact I’ve lost money does not surprise me — the odds are the odds.

I’m not the only one who has stood looking over a sea of tables and machines and asked the question; how much is the casino making?

Methodology

All casinos in Nevada are required to report to the Nevada Gaming Control Board.

Each month the Board published figures that include revenues and win rates for the 445 licensed gambling establishments in the State.

I used the most recent report at the time of writing (April 2019) using figures over a year between April 2018 and April 2019.

Results

Number of Slot Machines

Number of Slot Machines Vegas Strip (Apr 2018 - Apr 2019)

Download chart.

Did you know? There are around 65,620 slot machines on the Vegas strip.

Number of Card Tables

Number of Card Tables Vegas Strip (Apr 2018 - Apr 2019)

Download chart.

Did you know? There are over 30 times more Blackjack (Twenty One) tables on the Vegas strip than any other card game!

Las Vegas Strip Revenue

Total Gaming Revenue Strip vs. State (Apr 2018 - Apr 2019)

Download chart.

Did you know? The Vegas Strip earns over $6.5 billion a year in gambling revenues (making up almost 60% of the entire gambling revenue generated in the State).

Revenue per game

Revenue per game Vegas Strip (Apr 2018 - Apr 2019)

Download chart.

Over $1 billion was generated by multi-denomination and $1 slot machines.

Baccarat tables were the only other game to generate $1 billion over the year. This is unsurprising as players have the potential to win serious money because of a small house edge.

Revenue per Unit

Revenue per unit Vegas Strip (Apr 2018 - Apr 2019)

Download chart.

A Sports Pool unit is on average the highest earner for a casino (almost $4 million per unit). Though this is slightly misleading, as gamblers can place bets quickly from a small number of units (just 36).

As there are relatively few Baccarat tables, when compared to slot machines, each table brought in a respectable $3.2 million over the year.

Odds of winning by game

Win % by Game on Vegas Strip (Apr 2018 - Apr 2019)

Download chart.

The lowest odds are generally on the slot machines (where the odds are fixed) and sports pools (where casinos are cautious with odds due to uncertainty) with classic card games offering gamblers the best odds of winning (3-card poker offers a 1 in 3 chance of winning).

Win / loss total value

Winnings / Losses Vegas Strip vs State (Apr 2018 - Apr 2019)

Download chart.

Of all $6.5 billion bet over the year period on the Vegas Strip, just $0.96 billion went back to gamblers — the overall odds of winning we’re 14.79% across all games.

$10.1 billion was bet in total in Nevada during the same period. Overall odds of winning for the whole State were slightly lower than the Strip at 14.01%.

 

Winnings / Losses Vegas Strip by game (Apr 2018 - Apr 2019)

Download chart.

You can see just how much higher the losses were for slot games (e.g. 1 cent and multi-denomination) compared to table games (e.g. Blackjack and Baccarat). These four games were by far the biggest earners for the casinos between April 2018 and April 2019.

Did you know? $1.3 billion was bet on 1 cent machines (I guess it’s easy to lose track of how much you’re spending). That’s 130 billion 1 cent coins. At a weight of 2.5 grams, that’s around 333,000 tonnes of coins! That said, most of it will have been gambled electronically.

Improvements

Many casinos are traded as public companies and have to disclose detailed information publicly, in addition to the aggregate figures published by the Nevada Gaming Control Board.

For example, Wynn Q1 2019 10-Q, 2018 10-K, and press releases all contain detailed information including VIP spend, room revenue, and many other interesting data points.

tl;dr

Gamblers lost over $5.5 billion on the Vegas Strip between April 2018 and April 2019. With an average win rate of 14.79% over all games, gamblers took home $0.96 billion.

Footnotes

  1. Data sources + data used in this post.

Ski Resort Budgeting: The £8 Coffee

Ski season is almost here. Get saving…

After buying your flights, accommodation and lift pass, don’t forget you’ll be eating and drinking a lot.

How much will all those calories cost you?

I’m glad you asked…

Methodology

Every year the Post Office (UK) compiles their Ski Resort Report. For this post I used the latest 2018 edition.

Lunch prices are based on two courses (main course and dessert) for a family of four, excluding drinks.

Individual drink items are calculated on a per person basis.

Results

The morning coffee

Coffee per person by ski resort (2018)

Download chart.

La Thuile in Italy offers the cheapest daily coffee at just £0.90 — that’s over two thirds cheaper than the price of a coffee from a generic London coffee shop.

Overall the mean price for a large coffee on the slope is £2.91.

Though you’ve probably already gasped at the far right of the chart. Yes, I double checked. A large coffee in the Norwegian resort of Trysil does cost an astounding £8.86 (thanks, unfriendly exchange rates!). Over a 6 day holiday that equals a spend of £53.04 on a daily coffee.

An alternative caffeine hit

Coke per person by ski resort (2018)

Download chart.

Want something sweeter. A Coke could be the slightly cheaper option. The mean price of a small Coke across all resorts is £2.88.

The cheapest small Coke can be found in the Bulgarian resort of Bansko (£0.77), and the most expensive… Yes, it’s Trysil again, where a a Coke costs the same as a coffee (£8.86),

Lunchtime

Lunch per person by ski resort (2018)

Download chart.

Lunch in a Trysil restaurant is expensive, as expected, at £32.40 per person (almost £130 for a family of 4). Interestingly though, Trysil is not significantly more expensive than other resorts for lunch, as it is with drinks.

In most major European resorts lunch will set you back around £27 per person.

The average restaurant lunch (two courses) across all resorts costs £20.11.

Wine or beer?

Drink price by ski resort (2018)

Download chart.

No surprises here, Bansko comes out cheapest where a 25cl beer will cost you £1.35.

A glass of wine (50cl) on the other hand ranges from £1.88 (Bansko) to almost £18 (Trysil).

In almost all European resorts, beer is cheaper than wine. In North American resorts its the opposite.

On average, an alcoholic drink will cost you £4.80, with the major European resorts being the most expensive. Here you’re looking at spending between £3.50 and £4.00 on a beer, and £6 to £9 for a glass of wine.

Improvements

The Post Office report provides general guidance of prices, but it is clear the data collection (or at least transparency as to how it was collected) could be improved to provide a more in depth analysis.

tl;dr

Take a pack lunch. The average cost of lunch at European and American ski resorts is £20.11.

Footnotes

  1. Data sources + data used in this post.

The £520 Million ATOL Refund Bill. Can the UK CAA Cover It?

In the UK, travel agents must pay £2.50 into the ATOL scheme for each person they book on a package holiday.

If a travel business with an ATOL ceases trading, the ATOL scheme protects consumers who had booked holidays with the firm. It will support consumers currently abroad and provide financial reimbursement for the cost of replacing parts of an ATOL protected package.

ATOL Website

If you’re in the UK, you will be well aware of the ATOL scheme (operated by the UK CAA) by now after the collapse of Thomas Cook.

The mammoth repatriation effort, dubbed Operation Matterhorn (aka the largest in peacetime history), is to bring an estimated 150,000 people back to the UK.

Government figures show that the cost of reimbursing holidaymakers who lost future bookings stands at £420 million.

This is in addition to an expected £100 million bill to return Thomas Cook passengers to Britain and tens of millions owed to hotels overseas.

Thomas Cook Group Website

Though after years as one of the leading travel agents in Europe, as the Thomas Cook Group sites still boasts (parent company of Thomas Cook UK), surely the passenger ATOL contributions must cover the mounting bills?

Methodology

Using direct and indirect data sources, I was able to obtain numbers to make some “informed estimations”.

I am using figures from Thomas Cook Airlines, as I was unable to find exact package holiday passenger numbers. This is an important distinction, as Thomas Cook Airlines also carry passengers not covered under ATOL protection (e.g. those who booked flights only). As a result, many of the figures quoted will be overestimates.

Similarly, I also use figures from the Office of National Statistics that report total UK holidays by year to work out potential ATOL contributions.

ATOL contributions in this post are assumed to be fixed at £2.50 per passenger.

Results

Thomas Cook ATOL Contributions by Year

Thomas Cook Airlines Passenger Volume and Estimated ATOL contributions (2009 - 2018)

Download chart.

Year Pax (TC airlines) ATOL contribution GBP
2009 8,202,534 20,506,335
2010 8,120,815 20,302,038
2011 7,969,569 19,923,923
2012 6,783,661 16,959,153
2013 6,043,480 15,108,700
2014 6,043,480 15,108,700
2015 6,395,623 15,989,058
2016 6,623,546 16,558,865
2017 7,319,546 18,298,865
2018 8,090,208 20,225,520

Full table.

Since 2013 Thomas Cook Airlines has been carrying an increasing number of passengers. Over 2 million more in 2018 than in 2013 (25% increase).

Assuming all these passengers were covered under ATOL protection (see methodology), Thomas Cook paid over £20.2 million to the scheme in 2018. Using the same logic, over the period between 2009 and 2018 Thomas Cook airlines paid £179 million into the scheme.

Let’s assume now that only 50% of Thomas Cook airline passengers paid in to the scheme. In 2018 they would have contributed just over £10 million, and since 2009, about £90 million.

This number is still way short of the estimated £520 million final bill, as quoted above.

Potential Total Travel Agents ATOL Contributions by Year

UK Holiday Passengers and Potential ATOL contributions GBP (1998 - 2018)

Download chart.

Year UK Holiday Passengers ATOL Potential ATOL contributions GBP @100% paid UK Holiday Passengers ATOL GBP @50% paid
1998 32,306,000 80,765,000 40,382,500
1999 35,023,000 87,557,500 43,778,750
2000 36,685,000 91,712,500 45,856,250
2001 38,670,000 96,675,000 48,337,500
2002 39,902,000 99,755,000 49,877,500
2003 41,197,000 102,992,500 51,496,250
2004 42,912,000 107,280,000 53,640,000
2005 44,175,000 110,437,500 55,218,750
2006 45,287,000 113,217,500 56,608,750
2007 45,437,000 113,592,500 56,796,250
2008 45,531,000 113,827,500 56,913,750
2009 38,492,000 96,230,000 48,115,000
2010 36,422,000 91,055,000 45,527,500
2011 36,819,000 92,047,500 46,023,750
2012 36,173,000 90,432,500 45,216,250
2013 37,149,000 92,872,500 46,436,250
2014 38,519,000 96,297,500 48,148,750
2015 42,150,000 105,375,000 52,687,500
2016 45,020,000 112,550,000 56,275,000
2017 46,636,000 116,590,000 58,295,000
2018 47,042,000 117,605,000 58,802,500

Full table.

Assuming all UK holiday makers contributed towards ATOL, the scheme would have raised £117.6 million in 2018 (47 million pax). If so, since 1998 the scheme has raised £2.13 billion (from 851.5 million passengers). ATOL stated in 1973.

Let’s assume only 50% of holiday makers were required to pay into the scheme, it would still have generated a pot of over £1 billion (ignoring other times passengers have been compensated by ATOL, see below).

We have enough to cover the £520 million now…

Repaying Thomas Cook Passengers

Thomas Cook Impact on ATOL Contributions Pot 1998-2018

Download chart.

Assuming the 50% of holiday makers since 1998 were required to pay into the scheme (£1 billion), the £520 million Thomas Cook bill would require 48.9% of the schemes contributions to refund passengers.

Thomas Cook UK are the largest agency or airline to go into liquidation, by quite some margin.

Though a number of other airlines — FlyBMI, Cobalt, Monarch, etc — are likely to have impacted passengers under ATOL protection. ATOL refunds for the collapse of Monarch added up to £21 million.

Of course, many smaller agencies will have ceased trading, requiring ATOL refunds for passengers too.

The question is, has ATOL paid out more than £520 million since 1998. I’m not so sure…

Improvements

As indicated in the methodology section (and lack of a definitive answer to the question), there are lots of estimations in this post.

To improve the accuracy of the figures estimated, I would need ATOL contribution figures by agency and all payouts over the period the organisation has been operating.

tl;dr

It is very likely that the final Thomas Cook will significantly impact the balance sheet of the ATOL protection scheme. It could easily exceed over 50% of all ATOL contributions for the last 20 years.

Footnotes

  1. Data sources + data used in this post.

The Fountain that Earns Over 28 Times the US Minimum Wage

Toss a coin into a fountain and make a wish. There’s something particularly romantic about doing so at the Trevi Fountain in Rome.

The legend goes; throwing one coin means a return to Rome, a second coin leads to a new romance, and a third coin leads to marriage.

So how many people are getting married?

The totals

A lot of visitors to Rome are clearly buying into the story, with an Italian charity, Caritas, a Catholic non-profit that receives all coins, confirming that nearly $1.5 million dollars in change was thrown into the fountain during 2016.

Trevi Fountain earnings USD EUR (0.89 USD)
Amount per year $1,500,000.00 €1,335,000.00
Amount per month $125,000.00 €111,250.00
Amount per day $4,109.59 €3,657.53
Amount per hour $68.49 €60.96
Amount per min $1.14 €1.02

Full table

The Trevi Fountain earns $68.49 per hour (over a 24 hour period). Assuming a standard 8 hour work day (vs. 24 hours) that’s $204.48 per hour, 28 times higher than the minimum wage in the US of $7.25 per hour. Per day the fountain receives just over $4,109 in coins.

Now let’s assume all the coins thrown into the fountain are Euros, at an exchange rate of 0.89 EUR to 1 USD (correct May 15th 2019) thats €60.96 per hour, or €3,657.53 per day.

The coins

The euro coin series comprises eight different denominations: 1, 2, 5, 10, 20 and 50 cent, €1 and €2.

That means, the minimum number of coins thrown into the fountain per day is 1832 (x1828 2 Euro coins, x1 1 Euro coin, x1 50 cent coin, x1 2 cent coin, and x1 1 cent coin).

Though I very much doubt the majority of people are throwing in 2 Euro coins. I would not be surprised if the average denomination was less than 10 cents. Assuming all the coins were 10 cents, that’s x36,575 10 cent coins (plus x1 2 cent coin, and x1 1 cent coin).

The weight

Continuing this trail of thought, with each 10 cent coin weighing in at 4.1 grams, the daily weight of coins is just under 150kg. Per year that’s 54735kg or nearly 55 tonnes — about half the weight of a Blue Whale.

tl;dr

People throw $1,500,000 worth of coins into the Trevi Fountain every year. 

Footnotes

  1. Data sources + data used in this post.

The World’s Most Visited Tourist Attractions

I’ve lived in London, Hong Kong and San Francisco. At certain times during the year I found myself with a heightened sense of awareness as tourists descended upon the cities, stopping abruptly to take a photo or to pull out their phone to get their bearings.

I’m almost positive these cities are amongst the most popular with tourists, but I can’t be sure. Cue this post.

Methodology

The following analysis uses visitor data sourced from www.farandwide.com.

Results

Top 50 attractions by visitor numbers

Annual visitor rank Attraction City Country Annual visitors (millions)
50 Nagashima Spa Land Kuwana Japan 5.8
48 Universal Studios Hollywood Los Angeles USA 5.9
48 Palace of Versailles Paris France 5.9
47 Bourbon Street New Orleans USA 6
45 Museum of Modern Art New York USA 6.1
45 Universal Studios Orlando Florida USA 6.1
43 Lincoln Memorial Washington USA 6.2
43 Lake Mead Nevada USA 6.2
41 British Museum London England 6.7
41 Disney Hong Kong Hong Kong Hong Kong 6.7
39 Lotte World Seoul South Korea 6.8
39 Everland Resort South Korea South Korea 6.8
36 National Air and Space Museum Washington USA 7
36 Eiffel Tower Paris France 7
36 Victoria Peak Hong Kong Hong Kong 7
35 Ocean Park Hong Kong Hong Kong Hong Kong 7.4
34 Disney California Adventure Park Anaheim USA 7.7
33 Islands of Adventure, Universal Orlando USA 7.9
32 Smithsonian National Museum of History Washington USA 8
31 Sydney Opera House Sydney Australia 8.2
30 Pier 39 San Francisco USA 8.5
28 South Street Seaport New York USA 9
28 Great Wall of China Beijing China 9
26 Navy Pier Chicago USA 9.2
26 Musée du Louvre Paris France 9.2
25 Great Smoky Mountains National Park Tennessee USA 9.6
24 Universal Studios Japan Osaka Japan 9.7
22 Disney Hollywood Studios Bay Lake USA 9.9
22 Disney’s Animal Kingdom Orlando USA 9.9
20 Pike Place Market Seattle USA 10
20 Plaza de la Constitución Mexico City Mexico 10
19 Tsim Sha Tsui Promenade Hong Kong Hong Kong 10.1
18 Sacre Coeur Paris France 10.5
17 Epcot Park Orlando USA 11
16 Disneyland Paris Paris France 11.2
15 Tokyo Disney Sea Tokyo Japan 12.6
14 Golden Gate Park San Francisco USA 13
13 Notre-Dame Cathedral Paris France 13.6
12 Tokyo Disney Resort Tokyo Japan 14.8
11 Grand Bazaar Istanbul Turkey 15
10 Forbidden City Beijing China 15.3
9 Disneyland Park Anaheim USA 15.9
8 Walt Disney World Magic Kingdom Orlando USA 17.5
7 Faneuil Hall Boston USA 18
6 Grand Central Station New York USA 21.6
5 Niagara Falls USA and Canada USA, Canada 22.5
4 Union Station Washington USA 32.8
3 Central Park New York USA 37.5
2 Times Square New York USA 39.2
1 The Strip Las Vegas USA 39.6

View full list.

Countries with the most attractions in the top 50

Total Visitors Count of Attraction in Top 50

Download chart.

27 of the top 50 attractions are in the US, cumulatively attracting 379 million visitors each year — this is more visitors than all other countries attractions in the top 50 put together!

tl;dr

9 of the top 10 attractions around the world are in the United States, with The Strip in Las Vegas topping the list. In total 27 of the top 50 attractions are in the US, cumulatively attracting 379 million visitors each year.

Get the Data

Get all the data used in this blog post on Google Sheets.

The Worlds Fastest Growing Cities

Hunched around the contours of the tube carriage at 8:45AM on a cold winter morning I begin to question my decision to travel into Central London. The underground platforms at Waterloo Station are ten people deep, most suffering from colds and coughs, only made worse by the drastic increase in temperature that results when thousands of people are crammed into a small space.

It’s not all bad. London is one of the greatest cities I know. Though at times it’s sheer size can be overwhelming. On these occasions I long for the peace and quite of the countryside. That said, London is relatively small and its population sparse, though these facts offer little consolation when crammed inside of a tube carriage.

The worlds cities are set to grow rapidly over the next decade. In China new cities appear overnight with young people flocking to them for work and leisure at an astounding rate.

In 2016, an estimated 54.5 per cent of the world’s population lived in urban settlements.By 2030, urban areas are projected to house 60 per cent of people globally and one in every three people will live in cities with at least half a million inhabitants.

In this post I take a look at the cities that have grown the fastest since the Millennium, and those that are set to see the fastest growth rate over the next 15 years.

Methodology

The Population Division of the Department of Economic and Social Affairs (DESA) of the United Nations Secretariat has the task of estimating and projecting levels and trends of populations for all the countries of the world.

In 2016 they published a report titled, The Worlds Cities in 2016, in which they looked at the historic (2000), current (2016), and future (2030) populations of 476 cities. The data from this was used for all analysis in this post.

Results

Cities in 2016

Count of 2016 City Populations

Download chart.

Rank 2016 population Country or area City City Statistical concept 2016 City population (000’s)
1 Japan Tokyo Metropolitan area 38140
2 India Delhi Urban Agglomeration 26454
3 China Shanghai City Proper 24484
4 India Mumbai (Bombay) Urban Agglomeration 21357
5 Brazil São Paulo Metropolitan area 21297

Full ranking.

In 2016, an estimated 54.5% of the world’s population lived in urban settlements. During 2016 there were 31 cities with more than 10 million people, 8 cities with more than 20 million people, and 1 city, Tokyo, with more than 30 (almost 40) million people, 38.1 million people.

Fastest growing cities since 2000

Count of Cities by 2000-2016 Population Growth

Download chart.

2000-2016 growth rank Country or area City City Statistical concept 2000 City population (000’s) 2016 City population (000’s) 2000-2016 % change
1 Thailand Samut Prakan City Proper 389 1980 509.00
2 Indonesia Batam City Proper 415 1498 360.96
3 China Xiamen Urban Agglomeration 1416 4738 334.60
4 Burkina Faso Ouagadougou City Proper 921 2923 317.37
5 Nigeria Abuja Urban Agglomeration 833 2586 310.44

Full ranking.

The average growth rate for the 496 cities considered was about 150%. Samut Prakan, Thailand grew by over 500% — the fastest growth rate of any city. In 2016 there were just 389,000 residents, now there are almost 2 million!

Over the period, just 21 cities saw populations get smaller. Khulnam, Bangladesh shrunk by about 19%, from 1.25 million people in 2000 to slightly over 1 million in 2016.

Average growth 2000-2016 rank Classification 1 Average growth 2000-2016
1 Africa 175.22%
2 South-Central Asia 166.69%
3 Asia 162.76%
4 Latin America and the Caribbean 131.65%
5 Oceania 123.42%
6 Europe 109.31%

Download table.

Africa’s cities grew by an average of 175% over the 16 years between 2000 – 2016, Europe’s grew by just 109%.

Fastest growing cities 2030

Count of Cities by 2016-2030 Population Growth

Download chart.

2016-2030 growth rank Country or area City City Statistical concept 2016 City population (000’s) 2030 City population (000’s) 2016-2030 % change
1 Niger Niamey City Proper 1125 2363 210.04%
2 Burkina Faso Ouagadougou City Proper 2923 5854 200.27%
3 United Republic of Tanzania Dar es Salaam Urban Agglomeration 5409 10760 198.93%
4 Mali Bamako City Proper 2651 5231 197.32%
5 Uganda Kampala Urban Agglomeration 2012 3939 195.78%

Full ranking.

By 2030, urban areas are projected to house 60 per cent of people globally and one in every three people will live in cities with at least half a million inhabitants. Two, Niamey, Niger and Ouagadougou, Burkina Faso will both double in size.

The top 20 fastest growing cities are all in Africa. Only 12 cities are expected to shrink between 2016-2030.

Average growth 2000-2016 rank Classification 1 Average growth 2000-2016
1 Africa 158.61%
2 South-Central Asia 136.64%
3 Asia 123.35%
4 Latin America and the Caribbean 117.70%
5 Oceania 119.16%
6 Europe 105.97%

Download table.

The average growth rate will drop in all regions of the world between 2016-2030 when compared to the period 2000-2016 — although all regions will see growth. The average growth rate of all considered cities by 2030 is projected to be 128%.

Cities in 2030

Download chart.

2030 City population rank Country or area City City Statistical concept 2030 City population (000’s)
1 Japan Tokyo Metropolitan area 37190
2 India Delhi Urban Agglomeration 36060
3 China Shanghai City Proper 30751
4 India Mumbai (Bombay) Urban Agglomeration 27797
5 China Beijing Urban Agglomeration 27706

Full ranking.

The largest cities in 2030 are likely to remain largely unchanged in order when compared to 2016. Beijing, China enters the top 5 replacing Sao Paulo, Brazil which grow in population by 130% and 110% respectively.

tl;dr

The worlds cities are expected to grow by an average of 128% between 2016-2030 — that’s 25% slower than between 2000-2016. African countries will grow the fastest. Niamey, Niger will see the largest population growth of around 210% with Ouagadougou, Burkina Faso also doubling in size (+201%).

Get the Data

Get all the data used in this blog post on Google Sheets.