Submitted by BoMcCready t3_ywv6u2 in dataisbeautiful
Comments
mikevizneros t1_iwliums wrote
Great stuff as always, Bo.
BoMcCready OP t1_iwlmdo7 wrote
Almost all of them! You can check it out in the interactive version - if you mouse over a flag you'll see player details
BoMcCready OP t1_iwlmfoc wrote
Thanks, Mike! Hope you're doing well!
BoMcCready OP t1_iwlpcgu wrote
Definitely! The Premier League has a really strong tendency to bring the top English players back home. And now Bellingham is being linked with Liverpool and Arsenal, so it could be 26/26 soon...
welshmanec2 t1_iwlpom1 wrote
Four of the Wales squad play for Welsh clubs in the English championship. Go on, give 'em a dragon instead of a cross.
BoMcCready OP t1_iwlpzp4 wrote
Ha, yes, totally fair - same thing for the Canadians playing for Canada-based clubs in MLS. Ultimately I went with the predominant flag of the league structure but I realize it would've been fair to use dragons + maple leafs too.
BBOoff t1_iwlpzuc wrote
All but one of the US flags on the Canadian team should be Canadian (GK Dayne St Clair plays for Minnesota, but all the rest are Montreal, Vancouver, or Toronto players).
All of the other MLS players in the graphic are from American teams.
welshmanec2 t1_iwlvi5j wrote
Nah, you're good - understand your reasoning.
Just looked odd having no 'home' players in the squad. And it's unlikely anyone good enough to play for the national team would still be playing in the Cymru Prem, lol!
Eokokok t1_iwlvm3q wrote
Where would you go to play the game if not with most overpayed league.
Lance_E_T_Compte t1_iwlvspy wrote
This is really interesting!
It seems useful to understand more about lots of things...
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Which countries have well-developed top-flight leagues capable of keeping their players. (Look at England, Qatar, and Saudi Arabia. Surprising [to me] are power houses like Argentina and Brazil.)
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You can also see the reach of the Premier League and Bundesliga to get players from across the world. (I was surprised that 11 countries field players from the MLS.)
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Some countries field a very disparate team. (The Italian game is played different than the English and different from the Germans.) Does that have any impact on success?
greensandgrains t1_iwlw1sb wrote
Lol Canada and our 0 domestic players. We made it thoooo
dasbootdasfoot t1_iwlwodu wrote
I love stuff like this. I like how apart Qatar and Saudi Arabia every other single country has players based in England
-myBIGD t1_iwlyfkm wrote
This is awesome. What is the source?
BoMcCready OP t1_iwlyn4d wrote
Thank you! I built it in Tableau using data largely sourced from Wikipedia. Here's the dataset in Google Sheets. https://docs.google.com/spreadsheets/d/1BgZJM4HKhIw9V_De8xq1askRJ5jUUEeuKn94snHWIFw/edit#gid=0
ostracize t1_iwlyqod wrote
As OP stated, all MLS teams were (mis-)labelled as "American". Canada actually has 10 players on Canadian teams.
will221996 t1_iwm5bgi wrote
>well-developed top-flight leagues
It's not about this at all. The best developed leagues are England, Italy, Spain, Germany, France in that order. On top of that, you have different levels of inequality within leagues, for example huge in France(dominated by PSG),big in Germany(Bayern slightly less dominant) and Spain(a few big clubs) and small in Italy(lots of pretty strong teams) and England(strongest "weak" teams). A Spanish player will choose to play frequently at a top Italian club over sit on the bench at Real Madrid.
The other really big factor, the reason why Saudi and Qatar and to a lesser extent England have so many domestically based players is money relative to talent. Also why Brazil and Argentina who have popular domestic leagues have so many players playing abroad. Almost every league has some sort of cap for foreign players or quota for domestic ones. The exceptions are Germany and Portugal without quotas or caps and Brazil where there is so much talent there's very little need to ever import players. Asian leagues generally have very restrictive, 3-5 caps on foreign players. The gulf leagues especially have a lot of money. Thus, a decent domestic player is worth their weight in gold. In England, you need to have a certain number of domestically trained players, a hangover from the EU days as you cannot directly discriminate against players from other parts of the EU. There is far more money in English football than there is in European football, and as such a good English trained player, most of whom are English or British, is worth a lot to English clubs.
MeMoses t1_iwm79g2 wrote
>The best developed leagues are England, Italy, Spain, Germany, France in that order.
What? Italy and Spain over Germany?
Killieboy16 t1_iwm99gr wrote
As a Scotsman I think I should be supporting Australia by the looks of it.
elixirsatelier t1_iwm9tqg wrote
There is no world cup 2022. There's just a bunch of soulless athletes playing games in a slaver nation.
will221996 t1_iwmas47 wrote
Spain over Germany is a bit harsh I guess. From the Global Sporting Salaries survey in 2019, the most recent one I think, salary rates in Italy are higher than in Spain on average per player, when you exclude the 3 giant clubs, real Madrid, Barcelona and Juventus(who had the third highest wage bill in football that year).
That year, clubs with average per player salaries in GBP between 1.9 and 4 million were: 4 in Germany, 5 in Italy, with Lazio very close but just under, 2 in Spain. Spain had the poorest clubs at the bottom, followed by Germany.
The main reason I had Germany below those two however is because of how much Bayern dominates. In Italy you have 6 very competitive big clubs, in Spain you have 3, in Germany you just have Bayern Munich.
MeMoses t1_iwmd4u9 wrote
Development of leagues is not solely based on salaries paid. It's about quality of clubs, infrastructure, fan services, attendances and much more.
>The main reason I had Germany below those two however is because of how much Bayern dominates. In Italy you have 6 very competitive big clubs, in Spain you have 3, in Germany you just have Bayern Munich.
That's when you only look domestically. But we have CL, EL, Conference League to look at how they do against each other and even if Bayern wins every domestic title, the other teams in the Bundesliga still do well internationally against Spanish and Italian clubs.
plausert t1_iwmd931 wrote
English prayers never seem to do very well outside the UK. Very interesting
authorPGAusten t1_iwmeevi wrote
Qatar and Saudia Arabia have most domestic players
The_mystery4321 t1_iwmg9i9 wrote
With Qatar and Saudi it's got nothing to do with the quality of the league, it's about the players not being good enough to get contracts anywhere else.
BoMcCready OP t1_iwmlnu1 wrote
Yeah, you're right - i just went with the designations that were on Wikipedia
counttooten t1_iwmm9w5 wrote
Canada has 9 domestic players… not super accurate…
Trembling-Aspen t1_iwmnbfh wrote
Yeah this is terribly missleading..
sveme t1_iwmowt1 wrote
Interesting perspective. I thought you'd use the UEFA ranking which is relevant for the number of clubs in the international tournaments: https://www.uefa.com/nationalassociations/uefarankings/country/seasons/#/yr/2023
But I get your point.
Lessheartmorepain t1_iwmqmhw wrote
In love with this visualization!
BoMcCready OP t1_iwmuc28 wrote
Thanks, I appreciate the kind feedback!
pensierieparole t1_iwmug1a wrote
I'm not surprised, religion has declined hugely in the UK over the past 50 years. Stats show that only around 38% of Brits claim a belief in God, whilst 42% believe in ghosts. Even amongst religious belivers, people tend to keep it to themselves. It's a pretty secular country so I'm not surprised their prayers don't go far.
OldExperience8252 t1_iwmw4bf wrote
Your order is wrong. Its
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England
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Spain
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Germany
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Italy
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France
knowknowknow t1_iwn2hzm wrote
Ha ha. That was exactly my conclusion!
Jonathan-Shimshoni t1_iwnabee wrote
When was Bellingham ever linked with Arsenal?
Jonathan-Shimshoni t1_iwnak1c wrote
Soulless athletes?
Get a grip
ProduceTricky1492 t1_iwo7cs5 wrote
Shouldn't Club nations for Netherlands be 8, I count 8 different countries?
Edit: I see the same mistake for other countries too, unless it isn't a mistake but you calculated that number in a different way?
[deleted] t1_iwo96zv wrote
[removed]
Rich_Text82 t1_iwoi2vx wrote
I found this visualization very confusing. It took me a few minutes to figure out what it was trying to convey. I feel there is a better way of laying this info out.
Saftschubser t1_iwp0mcl wrote
Really nice map!
Unfortunately, it contains a tiny mistake. AEK Athens was misclassified to be German instead of Greek. Therefore, some Iranian, Mexican, Croatian, and Polish players have the wrong flag.
FacelessFellow t1_iwp410t wrote
More like heartless athletes.
ch_knight98 t1_iwp6grk wrote
Do I read that correctly that Heung Min Son is listed as a midfielder?
BoMcCready OP t1_iwleqv4 wrote
Interactive version here!
Tool: Tableau
Source: Wikipedia