Submitted by Zarasophos t3_10e64x8 in dataisbeautiful
Comments
boersc t1_j4plkrj wrote
It would show how ridiculously close the four biggest airports are and the many lines between them. However, I'm confused by de gaulle on top, with schiphol right as well. I'd at least have swapped them around...
JackdiQuadri97 t1_j4plom6 wrote
Better visualization of centrality, both high and low, and communities
FartSwapper t1_j4ptows wrote
Interesting, but it makes my brain cramp that they're not geographically distributed, at least somewhat.
LuckSweaty t1_j4pamr2 wrote
From when is this data? Tegel Airport doesn’t exist anymore.
Zarasophos OP t1_j4pc3gv wrote
It's sadly not very up to date, the flight data is up to 2014 and the airport data up to 2019
pk10534 t1_j4qiqjl wrote
This map seems really misleading, or a bad way to display airport data, as it would suggest Heathrow and Frankfurt and De Gaulle are the airport heavyweights when they’re relatively small compared to many US and Chinese airports.
SjalabaisWoWS t1_j4pxx3t wrote
The non-map map is confusing to read, but there's nonetheless some very interesting data here. I wasn't aware that Berlin Schönefeld had less traffic than Hamburg, and Oslo had more traffic than both. How odd. And little Keflavik is really the odd one out.
vt2022cam t1_j4su1yf wrote
Isn’t Atlanta the busiest airport?
Concerningparrots t1_j4qvyen wrote
Isn’t Atlanta Georgia the busiest airport in the world?
Zarasophos OP t1_j4p5say wrote
Hello everyone! I recently created this visualisation for a uni project and thought this subreddit might find it interesting. It represents connections between the world’s 200 largest airports. The circles are airports, with their colour based on the total number of seats in flights connected to them (also to airports not represented in the visualisation) and their size based on how the number of connections with them. The lines are connections between airports, with their weight based on the number of individual routes connecting two airports. The data comes from the World Bank and openflights.org and is sadly not very up to date: Flight data is up to 2014 and airport data up to 2019. The visualisation was created using Gephi and the Force Atlas algorithm.
Far-Two8659 t1_j4q0qhd wrote
If this has the 200 largest airports, where is ATL (Hartsfield-Jackson)? That's the world's largest and I don't see it here.
Zarasophos OP t1_j4q3h4g wrote
It's in the middle of the American cluster, above Toronto. The reason why it's not that prominent is that the visualisation is based on numbers of connecting flights, and ATL is apparently not ranked that highly there (see also https://simpleflying.com/most-well-connected-airports-in-the-world/)
Stretch63301 t1_j4rj1fa wrote
Really struggling with this concept as well. Maybe there needs to be a volume map, too?
JackdiQuadri97 t1_j4pm1f9 wrote
If the project isn't over yet I think also having size (or color) equal to ranking: betweenness would be really helpful, as it measures how much that airport is needed to connect different locations in the world through connecting flights
P.s. Also you just need to push a button to calculate it, so pretty ez
P.p.s. Also modularity as color and then check how good of a representation of continents the components are
Zarasophos OP t1_j4q79r5 wrote
Here you go for centrality and here you go for modularity! I had to rerun the algorithm because my Gephi project didn't save correctly for some reason, that's why the layout is different. Thank you for the ideas!
Edit: Just realised that Gephi coloured Heathrow and Charles de Gaulle in with America... I wonder what the British and the French would think about that.
JackdiQuadri97 t1_j4qdi2a wrote
I feel you for Gephi not saving correctly ahahah, have used it just for a project but every time I reopened a project I used filters on I had errors and had to restart all over again 🙃
Pretty interesting for those being put in the mainly American component
SecondAccount404 t1_j4puwus wrote
It would also be fairly interesting to group airports together by city where relevant. Heathrow is just one of London's 6 different airports for example, so I'd be curious to see a similar figure with places like London depicted as a unified node.
TemujinBakemon t1_j4pdfzm wrote
Very Nice but Im missing Singapore?
tmaddog19 t1_j4r8vhx wrote
Perhaps colorize the airport names by continent. That might illustrate some geography without moving the cities.
Zarasophos OP t1_j4rioqd wrote
I actually made Gephi group the airport together based on what connections they have. That mostly ended up grouping them into continents... apart from Heathrow and Charles de Gaulle, which are grouped in together with the Americans. Oops.
TatonkaJack t1_j4rea43 wrote
Go bigger. do it with ALL international airports
[deleted] t1_j4pb2ob wrote
[deleted]
[deleted] t1_j4psdgf wrote
[removed]
Sk3eBum t1_j4t0ovn wrote
Ignoring the US apparently? No ORD, JFK, ATL, LAX, etc.
madrid987 t1_j4zrta9 wrote
Looking at this, it seems that Europe is still the center of the world. North America and East Asia are still very border area compared to Europe.
bodyaction t1_j54ecvk wrote
Which software did you use to make this?
[deleted] t1_j54ja2p wrote
[removed]
Dubbiely t1_j4pyw7f wrote
This graphic is wrong. Biggest airports in the world is Atlanta, USA. Frankfurt ist not even in the top 10.
It is in the wing sub. Better r/dataisugly
askLubich t1_j4q089c wrote
OP says the sizes of the circles are scaled based on the number of flights between the top 200 airports.
Atlanta is the largest airport by number of passengers, but the majority of that comes from domestic flights, i.e., many connections to smaller airports.
Far-Two8659 t1_j4q0t97 wrote
It should still be listed here though, just not a big circle. I don't see it anywhere.
askLubich t1_j4q2xv5 wrote
It's listed as "Hartsfield-Jackson Int" in the top part of the map. Indeed, it's surprisingly small.
Dubbiely t1_j4q37bj wrote
Chicago is the number 1 airport is the USA for international flights. Where is it?
Graphic is wrong.
askLubich t1_j4q3hpl wrote
"O'Hare International" between Los Angeles and JFK.
Student-type t1_j4p9rod wrote
Amazing and excellent visualization.
Zarasophos OP t1_j4pc3pp wrote
Thank you!
Student-type t1_j4p9q4w wrote
How many Patriots, Iron Domes, or AEGIS Ashore systems to protect the top 33%?
[deleted] t1_j4r21b6 wrote
[removed]
Flashwastaken t1_j4pga9o wrote
I’m confused as to why you wouldn’t make this geographical. What is the benefit in displaying the information this way?