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A Network Map of the World’s Air Traffic Connections

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A Network Map of the World's Air Traffic Connections

A Network Map of the World’s Air Traffic Connections

View the high resolution version of today’s graphic by clicking here.

In 2017, airlines moved over four billion passengers, a number that continues to grow each year.

As more and more people around the world can afford to scratch their travel itch, new connections and airports will be created to meet that demand. Remarkably, the world’s air transport network doubles in size every 15 years, and the International Civil Aviation Organisation (ICAO) estimates that it will do so again by the year 2030.

Today’s data visualization – created by researcher, Martin Grandjean – is a dramatic look at over 3,200 air traffic hubs that connect our world’s population centers. The unique, force-directed layout allows us to see relationships beyond geographical location.

air traffic network map

As the GIF above reveals, Europe remains an important linchpin in international travel, and cities on North America’s West Coast – such as Vancouver and San Francisco – swing in response to Asia’s gravitational pull.

The World’s Most Connected Airports

While all airports are effective at moving passengers from point A to B, particular locations play a crucial role in the global network. To help put this connectivity between airports into perspective, OAG created the Megahubs International Index.

Below are the top 50 internationally connected airports:

RankAirportAirport NameCountryConnectivity Index
1LHRHeathrowUnited Kingdom379
2FRAFrankfurtGermany307
3AMSAmsterdam SchipholNetherlands299
4ORDO'HareUnited States295
5YYZToronto PearsonCanada271
6SINSingapore ChangiSingapore257
7CGKSoekarno–HattaIndonesia256
8ATLHartsfield–JacksonUnited States256
9KULKuala LumpurMalaysia242
10CDGCharles de GaulleFrance242
11LAXLos AngelesUnited States235
12HKGHong KongHong Kong233
13BKKSuvarnabhumiThailand226
14MUCMunichGermany221
15ISTIstanbul AtatürkTurkey219
16MIAMiamiUnited States204
17ICNIncheonSouth Korea196
18JFKJohn F. KennedyUnited States195
19IAHGeorge BushUnited States184
20DXBDubaiUnited Arab Emirates183
21MEXMexico CityMexico176
22EWRNewark LibertyUnited States170
23PVGShanghai PudongChina167
24SYDSydneyAustralia167
25DELIndira GandhiIndia166
26YVRVancouverCanada165
27DFWDallas/Fort WorthUnited States164
28HNDHanedaJapan163
29SFOSan FranciscoUnited States153
30FCORome FiumicinoItaly145
31PEKBeijing CapitalChina142
32CANGuangzhou BaiyunChina141
33BOMChhatrapati ShivajiIndia140
34MADMadrid–BarajasSpain138
35NCENice Côte d'AzurFrance133
36JNBO. R. TamboSouth Africa133
37NRTNaritaJapan132
38MNLNinoy AquinoPhilippines131
39SEASeattle–TacomaUnited States130
40BOSLoganUnited States128
41BOGEl DoradoColombia127
42GRUSão Paulo–GuarulhosBrazil120
43YULMontréal–TrudeauCanada118
44ZRHZurichSwitzerland115
45SVOSheremetyevoRussian Fed.114
46SJULuis Muñoz MarínPuerto Rico114
47PTYTocumenPanama108
48VIEViennaAustria107
49MCOOrlandoUnited States107
50AKLAucklandNew Zealand106

The heavyweight airport leading the world in international connectivity is London Heathrow. This busy air traffic hub recently had a mind-blowing 72,000 possible international connections within a 6-hour window of arriving and departing flights. Heathrow moved over 78 million passengers and 1.70 million metric tonnes of cargo in 2017.

According to OAG, Singapore Changi and El Dorado International Airport in Colombia were the most connected airports in Asia–Pacific and South America, respectively. O. R. Tambo International Airport near Johannesburg was the sole African airport to crack the top 50.

America’s Most Connected Airports

Below are the top 25 most connected airports in the United States:

RankAirportAirport NameCityConnectivity Index
1ORDO'HareChicago455
2ATLHartsfield–Jackson AtlantaAtlanta390
3CLTCharlotte DouglasCharlotte238
4DFWDallas/Fort WorthDallas207
5DENDenverDenver186
6DTWDetroit Metro. Wayne CountyDetroit139
7MSPMinneapolis–Saint PaulMinneapolis–St. Paul126
8LAXLos AngelesLos Angeles114
9HNLDaniel K. InouyeHonolulu104
10PHXPhoenix Sky HarborPhoenix103
11IAHGeorge BushHouston102
12BOSBoston LoganBoston95
13SEASeattle–TacomaSeattle87
14PHLPhiladelphiaPhiladelphia85
15SFOSan FranciscoSan Francisco84
16SLCSalt Lake CitySalt Lake City79
17MDWChicago MidwayChicago75
18DCARonald Reagan WashingtonWashington65
19IADWashington DullesWashington57
20DALDallas Love FieldDallas56
21EWRNewark LibertyNewark54
22LASMcCarranLas Vegas54
23BWIBaltimore–WashingtonBaltimore53
24LGALaGuardiaNew York51
25STLSt. Louis LambertSt. Louis43

While Atlanta Airport, the second most connected hub, has more scheduled domestic capacity, O’Hare’s scheduling offered more connection possibilities for passengers. Both these powerhouse transport nodes show up very clearly on the network map above.

No Fly Zones

There is a grand total of five countries in the world that have no airport and, interestingly, they’re all in Europe. Vatican City and Monaco are simply too small to accommodate an airport.

The remaining three – Andorra, San Marino, and Liechtenstein – rely on neighboring countries and/or helicopter pads for their air travel needs.

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Data Visualization

The Best and Worst Performing Sectors in 2019

The U.S. stock market had a banner year, but some sectors were notable outliers. Here are the ones that outperformed (and underperformed) in 2019.

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The Best and Worst Performing Sectors in 2019

If you think back almost 12 months, you’ll remember that the markets opened the year with extreme levels of volatility.

Stocks had just finished the worst year in a decade. Then in early January, Apple cut its earnings guidance after the company had already lost over $400 billion in market capitalization. The S&P 500 and DJIA seesawed, suggesting that the lengthy bull run could come to an end.

Yet, here we are a year later ⁠— we’re wrapping up the decade with a banner year for the S&P 500. As of the market close on December 30, 2019, stocks were up 28.5% to give the index what is expected to be its second-best performance since 1998.

Winners and Losers

Today’s infographic pulls data from Finviz.com. We’ve taken their great treemap visualization of U.S. markets and augmented it to show the sectors that beat the frothy market in 2019, as well as the ones that lagged behind.

Below, we’ll highlight instances where sectors stood out as having companies that, with few exceptions, saw ubiquitously positive or negative returns.

Top Performing Sectors

1. Semiconductors
Semiconductor stocks soared in 2019, despite sales expected to shrink 12% globally. Although this seems counterintuitive at first glance, the context helps here: in 2018, there was hefty correction in the market – and the future outlook for the industry has also been revised to be rosier.

2. Credit Services
In case you didn’t get the memo, the world is increasingly going cashless — and payments companies have been licking their lips. Mastercard, Visa, American Express, Capital One, and Discover were just some of the names that outperformed the S&P 500 in 2019.

3. Aerospace / Defense
The vast majority of companies in this market, including Lockheed Martin, Raytheon, and United Technologies, all beat the market in 2019. One notable and obvious exception to this is Boeing, a company that saw its stock get hammered after the Boeing 737 Max model was grounded in the wake of several high-profile crashes.

4. Electronic Equipment
Apple shareholders had a bit of a wild ride in 2018. The company had risen in value to $1.1 trillion, but then it subsequently lost over $400 billion in market capitalization by the end of the year. Interestingly, in 2019, the stock had a strong bounce back year: the stock increased 84.8% in value, making it the best-performing FAANG stock by far.

5. Diversified Machinery
Manufacturers such as Honeywell, General Electric, Cummins, and Danaher saw solid double-digit gains in 2019, despite a slowing U.S. industrial sector. For GE in particular, this was a bit of a comeback year after its stock was decimated in 2018.

Honorable mentions:
Construction Materials, Medical Labs & Research, Gold, Medical Appliances, Insurance Brokers

Worst Performing Sectors

1. Oil
Big oil, independent oil, and many oil services companies all had a year to forget. While this is not unusual in a highly cyclical industry, what is strange is that this happened in a year where oil prices (WTI) increased 36% for the best year since 2016.

2. Wireless Communications
Growing anticipation around 5G was not enough to buoy wireless companies in 2019.

3. Foreign Banks
It’s a tough environment for European banks right now. Not only is it late in the cycle, but banks are trying to make money in an environment with negative rates and large amounts of Brexit uncertainty. The strong U.S. dollar doesn’t help much, either.

4. Apparel
The CEO of The Gap has described U.S. tariffs as “attacks on the American consumer”, providing just another nail in the coffin to the bottom line of the retail industry. Given these additional headwinds, it’s not surprising that companies like The Gap, American Eagle, Nordstrom, Urban Outfitters, and Abercrombie & Fitch all finished the year in the red.

5. Foreign Telecoms
Continued strength of the U.S. dollar weighed on foreign telecoms, which make the majority of their revenues in other currencies.

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Data Visualization

Visualizing the Decline of Confidence in American Institutions

Americans rely on several institutions for their services and safety—but how has their confidence in institutions changed since 1975?

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Every day, the public relies on a number of major institutions for services and safety. From banks and governments, to media and the military—these institutions play an important role in shaping life as we know it.

Yet, today’s interactive data visualization from Overflow Data shows that America’s confidence in institutions has drastically waned. The data relies on the General Social Survey (GSS) to provide a 40-year overview of how sentiment has changed with respect to 13 different institutions.

Select an institution from the drop-down menu below to see how confidence has changed over time

The Erosion of Confidence

Overall, confidence in most institutions has eroded. Americans find it especially hard to trust their government: the “great deal of confidence” metrics for Congress, the Supreme Court, and the Executive Branch were low to begin with, and have declined further since 1975.

That said, the biggest overall drop belongs to the press, which saw 50% of surveyed Americans saying they have “hardly any confidence” in it in 2016. This is nearly a three-fold increase from 1975, when that number was just 19%. Of course, with the rise of fake news in more recent years, the erosion of confidence in media doesn’t seem to be slowing down.

Here’s a look at the two extremes of sentiment regarding the studied institutions, showing how the opposite measures of “hardly any confidence” and a “great deal of confidence” have changed since 1975:

InstitutionConfidence level19752016Change
🏦 Banks & Financial Institutions Hardly any10.9%31.2%+20.3 p.p.
Great deal32.3%14.1%-18.2 p.p.
🗳️ CongressHardly any26.2%52.6%+26.4 p.p.
Great deal13.6%5.9%-7.7 p.p.
🏫 EducationHardly any13.0%17.5%+4.5 p.p.
Great deal31.5%25.6%-5.9 p.p.
🏛️ Executive BranchHardly any29.7%42.4%+12.7 p.p.
Great deal13.4%12.8%-0.6 p.p.
🏬 Major CompaniesHardly any22.9%17.3%-5.6 p.p.
Great deal20.5%18.3%-2.2 p.p.
🏥 MedicineHardly any17.8%13.4%-4.4 p.p.
Great deal51.8%50.6%-1.2 p.p.
🎖️ MilitaryHardly any14.8%7.6%-7.2 p.p.
Great deal36.3%53.4%+17.1 p.p.
💪 Organized LaborHardly any31.5%22.6%-8.9 p.p.
Great deal10.2%13.9%+3.7 p.p.
🙏 ReligionHardly any23.0%26.4%+3.4 p.p.
Great deal25.8%20.0%-5.8 p.p.
📰 PressHardly any19.0%50.0%+31 p.p.
Great deal24.5%7.6%-16.9 p.p.
🥼 Scientific CommunityHardly any7.4%6.1%-1.3 p.p.
Great deal41.7%42.1%+0.4 p.p.
📺 TelevisionHardly any23.4%43.1%+19.7 p.p.
Great deal18.4%9.8%-8.6 p.p.
⚖️ U.S. Supreme CourtHardly any19.2%17.4%-1.8 p.p.
Great deal31.8%26.3%-5.5 p.p.

Banks and financial institutions have also suffered a bad rep in the public eye. Their “great deal of confidence” metric has dropped sharply from 32.3% to 14.1% in four decades.

One major exception is the military, which emerges as the most trusted institution. Americans’ faith in the military has also shown the most improvement, with a 17.1 p.p increase in a “great deal of confidence” since 1975.

The Split Widens Further

While measuring public confidence in institutions can be subjective, it provides an understanding of where Americans want to see change and reform take place.

For more on how Americans perceive different institutions and the issues that affect them, see how the public is divided based on political affiliation.

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