viernes, 17 de junio de 2016

Dificulty line legend


I made intermediate rankings (75-84, 65-74, 55-64...) between the rankings because a player born early in a decade was closer in age to a player born late in the pevious decade, than late in his own decade. Ibrahimovic (81) is closer in age with all the players born between 1975-79 than he is to Lewandowski (88). It means it would be more logical that Ibra should compete with the born 1975-79 than Lewandowski or Aguero. So making intermediate rankings make sense, and allow another interesting comparison. Some players appear in two rankings (main and intermediate), but not in the same positions, obviously, as they compete with others players. The dificulty line take into account two players having diferent ranking position in the two rankings. The black line take into account the highest ranked players, and the red line the lowest ranked players appearing in the top 8 list.

Black dificulty line:

Players
Main ranking
Intermediate ranking
Zlatan Ibrahimovic (81)
Born 80s
75-84
Ruud Van Nistelrooy (76)
Born 70s
75-84
Christian Vieri (73)
Born 70s
65-74
Davor Suker (68)
Born 60s
65-74
Gary Lineker (60)
Born 60s
55-64
Michel Platini (55)
Born 50s
55-64
Zico (53)
Born 50s
45-54
Klaus Fischer (49)
Born 40s
45-54
Pelé (40)
Born 40s
35-44
Luis Artime (38)
Born 30s
35-44
Kurt Hamrin (34)
Born 30s
25-34
Ferenc Puskas (27)
Born 20s
25-34


Red dificulty line:


Players
Main ranking
Intermediate ranking
Klaas-Jan Huntelaar (83)
Born 80s
75-84
Andriy Schevchenko (76)
Born 70s
75-84
Alan Shearer (70)
Born 70s
65-74
Roberto Baggio (67)
Born 60s
65-74
Marco Van Basten (64)
Born 60s
55-64
Hugo Sanchez (58)
Born 50s
55-64
Hans Krankl (53)
Born 50s
45-54
Johan Cruyff (47)
Born 40s
45-54
Eusebio (42)
Born 40s
35-44
Uwe Seeler (36)
Born 30s
35-44
Kurt Hamrin (34)
Born 30s
25-34
Alfredo Di Stefano (27)
Born 20s
25-34


The two lines follow the same pattern (except for the last bit) and show something interesting. When the line goes up, it means it's less competitive, as the player is high ranked. When it goes down, it means it's more competitive, as the same player is ranked lower due to fiercer competition.

The line go up for:

Born 70s, Born 50s, Born 30s

The line go down for:

Born 80s, Born 60s, Born 40s

I get to the conclusion that one competitive decade is followed by a less competitive decade and so on...

Every decade has to be compared with the surrounding decade and not with the entire line, cause it gives a false impresion. Let's for example take the most competitive decade, Born 40s


Born 50s
Born 40s
Born 30s
Black line
2 (ranking)
6
3
Red line
6
12
8

So the “Born 40s” is a lot more competitive than the “Born 30s”, not to mention the “Born 50s”, which is the less competitive decade of all.

We cannot draw a definitive conclusion about the “Born 80s” as we don't have enough information about the “Born 90s” (too young). But for the half information we have comparing them with the “Born 70s”, the differences look about the same as with the “Born 60s”, quite competitive, but no as much as the “Born 40s”. And it's no surprise as the “Born 40s” saw the two best goalscorers all categories (Gerd Muller and Gigi Riva).

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