diff --git a/datasets/04ContrasteHipotesisTaller2/iris.csv b/datasets/04ContrasteHipotesisTaller2/iris.csv new file mode 100644 index 0000000..a7055de --- /dev/null +++ b/datasets/04ContrasteHipotesisTaller2/iris.csv @@ -0,0 +1,151 @@ +"","Sepal.Length","Sepal.Width","Petal.Length","Petal.Width","Species" +"1",5.1,3.5,1.4,0.2,"setosa" +"2",4.9,3,1.4,0.2,"setosa" +"3",4.7,3.2,1.3,0.2,"setosa" +"4",4.6,3.1,1.5,0.2,"setosa" +"5",5,3.6,1.4,0.2,"setosa" +"6",5.4,3.9,1.7,0.4,"setosa" +"7",4.6,3.4,1.4,0.3,"setosa" +"8",5,3.4,1.5,0.2,"setosa" +"9",4.4,2.9,1.4,0.2,"setosa" +"10",4.9,3.1,1.5,0.1,"setosa" +"11",5.4,3.7,1.5,0.2,"setosa" +"12",4.8,3.4,1.6,0.2,"setosa" +"13",4.8,3,1.4,0.1,"setosa" +"14",4.3,3,1.1,0.1,"setosa" +"15",5.8,4,1.2,0.2,"setosa" +"16",5.7,4.4,1.5,0.4,"setosa" +"17",5.4,3.9,1.3,0.4,"setosa" +"18",5.1,3.5,1.4,0.3,"setosa" +"19",5.7,3.8,1.7,0.3,"setosa" +"20",5.1,3.8,1.5,0.3,"setosa" +"21",5.4,3.4,1.7,0.2,"setosa" +"22",5.1,3.7,1.5,0.4,"setosa" +"23",4.6,3.6,1,0.2,"setosa" +"24",5.1,3.3,1.7,0.5,"setosa" +"25",4.8,3.4,1.9,0.2,"setosa" +"26",5,3,1.6,0.2,"setosa" +"27",5,3.4,1.6,0.4,"setosa" +"28",5.2,3.5,1.5,0.2,"setosa" +"29",5.2,3.4,1.4,0.2,"setosa" +"30",4.7,3.2,1.6,0.2,"setosa" +"31",4.8,3.1,1.6,0.2,"setosa" +"32",5.4,3.4,1.5,0.4,"setosa" +"33",5.2,4.1,1.5,0.1,"setosa" +"34",5.5,4.2,1.4,0.2,"setosa" +"35",4.9,3.1,1.5,0.2,"setosa" +"36",5,3.2,1.2,0.2,"setosa" +"37",5.5,3.5,1.3,0.2,"setosa" +"38",4.9,3.6,1.4,0.1,"setosa" +"39",4.4,3,1.3,0.2,"setosa" +"40",5.1,3.4,1.5,0.2,"setosa" +"41",5,3.5,1.3,0.3,"setosa" +"42",4.5,2.3,1.3,0.3,"setosa" +"43",4.4,3.2,1.3,0.2,"setosa" +"44",5,3.5,1.6,0.6,"setosa" +"45",5.1,3.8,1.9,0.4,"setosa" +"46",4.8,3,1.4,0.3,"setosa" +"47",5.1,3.8,1.6,0.2,"setosa" +"48",4.6,3.2,1.4,0.2,"setosa" +"49",5.3,3.7,1.5,0.2,"setosa" +"50",5,3.3,1.4,0.2,"setosa" +"51",7,3.2,4.7,1.4,"versicolor" +"52",6.4,3.2,4.5,1.5,"versicolor" +"53",6.9,3.1,4.9,1.5,"versicolor" +"54",5.5,2.3,4,1.3,"versicolor" +"55",6.5,2.8,4.6,1.5,"versicolor" +"56",5.7,2.8,4.5,1.3,"versicolor" +"57",6.3,3.3,4.7,1.6,"versicolor" +"58",4.9,2.4,3.3,1,"versicolor" +"59",6.6,2.9,4.6,1.3,"versicolor" +"60",5.2,2.7,3.9,1.4,"versicolor" +"61",5,2,3.5,1,"versicolor" +"62",5.9,3,4.2,1.5,"versicolor" +"63",6,2.2,4,1,"versicolor" +"64",6.1,2.9,4.7,1.4,"versicolor" +"65",5.6,2.9,3.6,1.3,"versicolor" +"66",6.7,3.1,4.4,1.4,"versicolor" +"67",5.6,3,4.5,1.5,"versicolor" +"68",5.8,2.7,4.1,1,"versicolor" +"69",6.2,2.2,4.5,1.5,"versicolor" +"70",5.6,2.5,3.9,1.1,"versicolor" +"71",5.9,3.2,4.8,1.8,"versicolor" +"72",6.1,2.8,4,1.3,"versicolor" +"73",6.3,2.5,4.9,1.5,"versicolor" +"74",6.1,2.8,4.7,1.2,"versicolor" +"75",6.4,2.9,4.3,1.3,"versicolor" +"76",6.6,3,4.4,1.4,"versicolor" +"77",6.8,2.8,4.8,1.4,"versicolor" +"78",6.7,3,5,1.7,"versicolor" +"79",6,2.9,4.5,1.5,"versicolor" +"80",5.7,2.6,3.5,1,"versicolor" +"81",5.5,2.4,3.8,1.1,"versicolor" +"82",5.5,2.4,3.7,1,"versicolor" +"83",5.8,2.7,3.9,1.2,"versicolor" +"84",6,2.7,5.1,1.6,"versicolor" +"85",5.4,3,4.5,1.5,"versicolor" +"86",6,3.4,4.5,1.6,"versicolor" +"87",6.7,3.1,4.7,1.5,"versicolor" +"88",6.3,2.3,4.4,1.3,"versicolor" +"89",5.6,3,4.1,1.3,"versicolor" +"90",5.5,2.5,4,1.3,"versicolor" +"91",5.5,2.6,4.4,1.2,"versicolor" +"92",6.1,3,4.6,1.4,"versicolor" +"93",5.8,2.6,4,1.2,"versicolor" +"94",5,2.3,3.3,1,"versicolor" +"95",5.6,2.7,4.2,1.3,"versicolor" +"96",5.7,3,4.2,1.2,"versicolor" +"97",5.7,2.9,4.2,1.3,"versicolor" +"98",6.2,2.9,4.3,1.3,"versicolor" +"99",5.1,2.5,3,1.1,"versicolor" +"100",5.7,2.8,4.1,1.3,"versicolor" +"101",6.3,3.3,6,2.5,"virginica" +"102",5.8,2.7,5.1,1.9,"virginica" +"103",7.1,3,5.9,2.1,"virginica" +"104",6.3,2.9,5.6,1.8,"virginica" +"105",6.5,3,5.8,2.2,"virginica" +"106",7.6,3,6.6,2.1,"virginica" +"107",4.9,2.5,4.5,1.7,"virginica" +"108",7.3,2.9,6.3,1.8,"virginica" +"109",6.7,2.5,5.8,1.8,"virginica" +"110",7.2,3.6,6.1,2.5,"virginica" +"111",6.5,3.2,5.1,2,"virginica" +"112",6.4,2.7,5.3,1.9,"virginica" +"113",6.8,3,5.5,2.1,"virginica" +"114",5.7,2.5,5,2,"virginica" +"115",5.8,2.8,5.1,2.4,"virginica" +"116",6.4,3.2,5.3,2.3,"virginica" +"117",6.5,3,5.5,1.8,"virginica" +"118",7.7,3.8,6.7,2.2,"virginica" +"119",7.7,2.6,6.9,2.3,"virginica" +"120",6,2.2,5,1.5,"virginica" +"121",6.9,3.2,5.7,2.3,"virginica" +"122",5.6,2.8,4.9,2,"virginica" +"123",7.7,2.8,6.7,2,"virginica" +"124",6.3,2.7,4.9,1.8,"virginica" +"125",6.7,3.3,5.7,2.1,"virginica" +"126",7.2,3.2,6,1.8,"virginica" +"127",6.2,2.8,4.8,1.8,"virginica" +"128",6.1,3,4.9,1.8,"virginica" +"129",6.4,2.8,5.6,2.1,"virginica" +"130",7.2,3,5.8,1.6,"virginica" +"131",7.4,2.8,6.1,1.9,"virginica" +"132",7.9,3.8,6.4,2,"virginica" +"133",6.4,2.8,5.6,2.2,"virginica" +"134",6.3,2.8,5.1,1.5,"virginica" +"135",6.1,2.6,5.6,1.4,"virginica" +"136",7.7,3,6.1,2.3,"virginica" +"137",6.3,3.4,5.6,2.4,"virginica" +"138",6.4,3.1,5.5,1.8,"virginica" +"139",6,3,4.8,1.8,"virginica" +"140",6.9,3.1,5.4,2.1,"virginica" +"141",6.7,3.1,5.6,2.4,"virginica" +"142",6.9,3.1,5.1,2.3,"virginica" +"143",5.8,2.7,5.1,1.9,"virginica" +"144",6.8,3.2,5.9,2.3,"virginica" +"145",6.7,3.3,5.7,2.5,"virginica" +"146",6.7,3,5.2,2.3,"virginica" +"147",6.3,2.5,5,1.9,"virginica" +"148",6.5,3,5.2,2,"virginica" +"149",6.2,3.4,5.4,2.3,"virginica" +"150",5.9,3,5.1,1.8,"virginica" diff --git a/datasets/04ContrasteHipotesisTaller2/zinc.txt b/datasets/04ContrasteHipotesisTaller2/zinc.txt new file mode 100644 index 0000000..d9f014a --- /dev/null +++ b/datasets/04ContrasteHipotesisTaller2/zinc.txt @@ -0,0 +1,11 @@ +bottom surface +0.43 0.415 +0.266 0.238 +0.567 0.39 +0.531 0.41 +0.707 0.605 +0.716 0.609 +0.651 0.632 +0.589 0.523 +0.469 0.411 +0.723 0.612 \ No newline at end of file diff --git a/datasets/09ClusteringTaller1/worldcup.csv b/datasets/09ClusteringTaller1/worldcup.csv new file mode 100644 index 0000000..938f858 --- /dev/null +++ b/datasets/09ClusteringTaller1/worldcup.csv @@ -0,0 +1,596 @@ +"","Team","Position","Time","Shots","Passes","Tackles","Saves" +"Abdoun","Algeria","Midfielder",16,0,6,0,0 +"Abe","Japan","Midfielder",351,0,101,14,0 +"Abidal","France","Defender",180,0,91,6,0 +"Abou Diaby","France","Midfielder",270,1,111,5,0 +"Aboubakar","Cameroon","Forward",46,2,16,0,0 +"Abreu","Uruguay","Forward",72,0,15,0,0 +"Addy","Ghana","Defender",138,0,51,2,0 +"Adiyiah","Ghana","Forward",33,0,9,0,0 +"Afellay","Netherlands","Midfielder",21,5,22,0,0 +"Afolabi","Nigeria","Defender",103,0,38,1,0 +"Agger","Denmark","Defender",270,2,120,10,0 +"Aguilar","Mexico","Defender",55,0,31,2,0 +"Aguero","Argentina","Forward",106,2,57,2,0 +"Ahn Young-Hak","North Korea","Midfielder",270,1,123,11,0 +"Alcaraz","Paraguay","Defender",390,1,172,13,0 +"Alexandre Song","Cameroon","Midfielder",90,1,59,7,0 +"Almeida","Portugal","Forward",136,5,42,3,0 +"Alonso","Spain","Midfielder",506,9,465,18,0 +"Alou Diarra","France","Midfielder",82,0,31,0,0 +"Alvarez","Honduras","Midfielder",180,1,57,1,0 +"Amoah","Ghana","Forward",11,0,4,1,0 +"Amorim","Portugal","Midfielder",5,1,7,0,0 +"Anelka","France","Forward",117,7,37,1,0 +"Annan","Ghana","Midfielder",510,4,307,11,0 +"Appiah","Ghana","Midfielder",105,1,54,2,0 +"Arbeloa","Spain","Defender",13,0,12,0,0 +"Arevalo Rios","Uruguay","Midfielder",570,5,195,21,0 +"Asamoah","Ghana","Midfielder",480,11,214,9,0 +"ColeA","England","Defender",360,0,142,12,0 +"Assou-Ekotto","Cameroon","Defender",270,0,116,5,0 +"Avraam Papadopoulos","Greece","Defender",270,1,70,8,0 +"Ayew","Ghana","Midfielder",389,3,170,15,0 +"Ayila Yussuf","Nigeria","Midfielder",90,0,44,1,0 +"Badstuber","Germany","Defender",167,0,84,6,0 +"Baptista","Brazil","Midfielder",82,0,42,1,0 +"Barnetta","Switzerland","Midfielder",227,3,104,5,0 +"Barrera","Mexico","Midfielder",149,4,59,2,0 +"Barreto","Paraguay","Midfielder",111,2,38,3,0 +"Barrios","Paraguay","Forward",308,6,89,2,0 +"Barron","New Zealand","Midfielder",1,0,0,0,0 +"Barry","Ivory Coast","Goalkeeper",270,0,23,0,8 +"BarryG","England","Midfielder",264,2,171,8,0 +"Bassong","Cameroon","Defender",163,0,71,3,0 +"Bautista","Mexico","Forward",45,0,8,3,0 +"Beasley","USA","Midfielder",10,0,4,0,0 +"Beauchamp","Australia","Defender",90,0,33,2,0 +"Beausejour","Chile","Midfielder",360,2,100,7,0 +"Beckmann","Denmark","Midfielder",28,0,8,0,0 +"Behrami","Switzerland","Midfielder",31,0,4,1,0 +"Belhadj","Algeria","Defender",270,1,146,8,0 +"Benaglio","Switzerland","Goalkeeper",270,0,75,0,11 +"Bendtner","Denmark","Forward",242,4,70,0,0 +"Benitez","Paraguay","Forward",83,2,25,2,0 +"Bernardez","Honduras","Defender",90,2,34,4,0 +"Bertos","New Zealand","Midfielder",270,0,79,5,0 +"Birsa","Slovenia","Midfielder",261,6,61,5,0 +"Blanco","Mexico","Forward",112,2,60,3,0 +"BoatengGe","Germany","Defender",287,1,125,10,0 +"BoatengGh","Ghana","Midfielder",464,12,220,20,0 +"Bocanegra","USA","Defender",390,1,130,9,0 +"Boka","Ivory Coast","Defender",90,2,50,5,0 +"Bolatti","Argentina","Midfielder",98,2,97,4,0 +"Bonet","Paraguay","Midfielder",300,0,108,4,0 +"Bong","Cameroon","Defender",56,0,12,0,0 +"Bornstein","USA","Defender",200,2,72,5,0 +"Boudebouz","Algeria","Midfielder",74,3,28,1,0 +"Bougherra","Algeria","Defender",270,1,89,11,0 +"Boulahrouz","Netherlands","Defender",180,0,81,8,0 +"Bradley","USA","Midfielder",390,6,210,9,0 +"Bravo","Chile","Goalkeeper",360,0,58,0,4 +"Brecko","Slovenia","Defender",270,1,95,5,0 +"Bresciano","Australia","Midfielder",132,3,47,1,0 +"Brockie","New Zealand","Midfielder",11,0,5,0,0 +"Bruno Alves","Portugal","Defender",360,1,166,5,0 +"Buddle","USA","Forward",39,1,12,0,0 +"Buffon","Italy","Goalkeeper",45,0,4,0,0 +"Bunjaku","Switzerland","Forward",13,0,5,0,0 +"Burdisso","Argentina","Defender",341,1,167,1,0 +"Busquets","Spain","Midfielder",511,0,466,15,0 +"Cacau","Germany","Forward",132,4,54,1,0 +"Cahill","Australia","Midfielder",146,6,39,1,0 +"Camoranesi","Italy","Midfielder",76,2,45,2,0 +"Caniza","Paraguay","Defender",90,4,44,1,0 +"Cannavaro","Italy","Defender",270,0,138,11,0 +"Capdevila","Spain","Defender",540,1,310,10,0 +"Cardozo","Paraguay","Forward",204,3,53,2,0 +"Carmona","Chile","Midfielder",270,1,175,9,0 +"Carney","Australia","Defender",180,0,56,4,0 +"Carragher","England","Defender",135,0,74,4,0 +"Carvalho","Portugal","Defender",360,2,173,11,0 +"Casillas","Spain","Goalkeeper",540,0,67,0,11 +"Castro","Mexico","Midfielder",33,0,21,1,0 +"Cavani","Uruguay","Forward",435,9,151,11,0 +"Cech","Slovakia","Defender",90,0,35,2,0 +"Cesar","Slovenia","Defender",270,1,89,2,0 +"Cha Du-Ri","South Korea","Defender",270,2,105,3,0 +"Cha Jong-Hyok","North Korea","Defender",255,4,74,5,0 +"Chaouchi","Algeria","Goalkeeper",90,0,17,0,2 +"Charisteas","Greece","Forward",61,0,12,2,0 +"Chavez","Honduras","Defender",270,0,62,3,0 +"Chedjou","Cameroon","Midfielder",90,2,77,2,0 +"Cherundolo","USA","Defender",390,1,180,10,0 +"Chiellini","Italy","Defender",270,2,155,7,0 +"Chipperfield","Australia","Midfielder",138,2,50,3,0 +"Cho Yong-Hyung","South Korea","Defender",360,0,111,10,0 +"Choe Kum-Chol","North Korea","Forward",23,1,13,0,0 +"Choupo-Moting","Cameroon","Forward",147,2,38,1,0 +"Christian Poulsen","Denmark","Midfielder",270,1,179,7,0 +"Christie","New Zealand","Midfielder",21,0,9,1,0 +"Cisse","France","Forward",55,3,7,1,0 +"Clark","USA","Midfielder",121,0,42,4,0 +"Clichy","France","Defender",90,0,46,2,0 +"Contreras","Chile","Defender",54,0,17,1,0 +"Criscito","Italy","Defender",225,1,114,6,0 +"Crouch","England","Forward",17,1,7,0,0 +"Culina","Australia","Midfielder",270,4,153,0,0 +"CaceresP1","Paraguay","Defender",90,0,71,0,0 +"CaceresU","Uruguay","Defender",90,0,32,4,0 +"CaceresP2","Paraguay","Midfielder",354,1,170,17,0 +"Da Silva","Paraguay","Defender",480,1,235,11,0 +"Daniel Alves","Brazil","Defender",310,11,215,6,0 +"Danny","Portugal","Forward",176,1,62,7,0 +"De Rossi","Italy","Midfielder",270,3,204,9,0 +"Deco","Portugal","Midfielder",62,0,45,1,0 +"Dedic","Slovenia","Forward",84,0,22,1,0 +"Defoe","England","Forward",173,5,17,1,0 +"Demel","Ivory Coast","Defender",180,0,60,6,0 +"Demerit","USA","Defender",390,2,129,7,0 +"Demichelis","Argentina","Defender",450,1,218,7,0 +"Dempsey","USA","Midfielder",390,15,137,6,0 +"Derdiyok","Switzerland","Forward",191,4,47,1,0 +"Di Maria","Argentina","Midfielder",356,7,148,12,0 +"Di Natale","Italy","Forward",153,6,55,2,0 +"Dikgacoi","South Africa","Midfielder",180,2,108,4,0 +"Dindane","Ivory Coast","Forward",170,1,66,2,0 +"Djebbour","Algeria","Forward",123,3,19,1,0 +"Donovan","USA","Forward",390,7,165,9,0 +"Doumbia","Ivory Coast","Forward",11,0,2,0,0 +"Drogba","Ivory Coast","Forward",204,8,35,2,0 +"Duda","Portugal","Defender",70,0,18,2,0 +"Durica","Slovakia","Defender",360,1,159,4,0 +"Eboue","Ivory Coast","Defender",251,3,126,6,0 +"Echiejile","Nigeria","Defender",67,0,22,1,0 +"Edu","USA","Midfielder",198,2,116,4,0 +"Eduardo","Portugal","Goalkeeper",360,0,51,0,17 +"Eggimann","Switzerland","Defender",1,0,0,0,0 +"Eguren","Uruguay","Midfielder",2,0,1,0,0 +"Elano","Brazil","Midfielder",140,5,57,6,0 +"Elia","Netherlands","Forward",85,2,38,2,0 +"Elliott","New Zealand","Midfielder",270,1,119,7,0 +"Emana","Cameroon","Midfielder",117,7,59,2,0 +"Emerton","Australia","Midfielder",254,1,89,3,0 +"Endo","Japan","Midfielder",389,1,147,9,0 +"Enevoldsen","Denmark","Midfielder",56,2,10,0,0 +"Enoh","Cameroon","Midfielder",135,2,56,8,0 +"Enyeama","Nigeria","Goalkeeper",270,0,30,0,20 +"Eriksen","Denmark","Midfielder",44,1,20,1,0 +"Espinoza","Honduras","Midfielder",135,0,36,4,0 +"Estrada","Chile","Midfielder",37,1,16,2,0 +"Etoo","Cameroon","Forward",270,4,89,3,0 +"Etuhu","Nigeria","Midfielder",270,0,111,5,0 +"Evra","France","Defender",180,0,92,4,0 +"Fabiano","Brazil","Forward",418,9,89,4,0 +"Fabregas","Spain","Midfielder",94,1,116,2,0 +"Fallon","New Zealand","Forward",222,1,60,1,0 +"Feilhaber","USA","Midfielder",165,3,71,5,0 +"Fernandes","Switzerland","Midfielder",212,1,56,7,0 +"FernandezUM","Uruguay","Midfielder",75,1,17,3,0 +"FernandezC","Chile","Midfielder",155,1,72,2,0 +"FernandezUF","Uruguay","Forward",7,0,5,0,0 +"Ferreira","Portugal","Defender",90,0,37,1,0 +"Figueroa","Honduras","Defender",270,1,94,5,0 +"Findley","USA","Forward",167,1,40,0,0 +"Forlan","Uruguay","Forward",564,18,202,0,0 +"Franco","Mexico","Forward",253,4,71,2,0 +"Frei","Switzerland","Forward",63,2,11,0,0 +"Friedrich","Germany","Defender",540,1,244,16,0 +"Fucile","Uruguay","Defender",371,2,115,14,0 +"Fuentes","Chile","Defender",90,0,27,3,0 +"Fabio Coentr~ao","Portugal","Defender",360,1,152,13,0 +"Gallas","France","Defender",270,0,96,2,0 +"Garcia","Australia","Midfielder",72,2,24,3,0 +"Gargano","Uruguay","Midfielder",91,0,44,1,0 +"Gattuso","Italy","Midfielder",45,0,13,5,0 +"Gekas","Greece","Forward",169,3,26,0,0 +"Geremi","Cameroon","Defender",195,1,93,1,0 +"Gerrard","England","Midfielder",360,10,227,5,0 +"Gervinho","Ivory Coast","Forward",182,5,60,1,0 +"Ghezzal","Algeria","Forward",40,3,8,0,0 +"Gignac","France","Forward",95,3,19,1,0 +"Gilardino","Italy","Forward",117,1,32,0,0 +"Gilberto","Brazil","Defender",33,0,6,4,0 +"Gilberto Silva","Brazil","Midfielder",450,3,299,11,0 +"Giovani dos Santos","Mexico","Midfielder",360,2,106,4,0 +"Glen Johnson","England","Defender",357,3,173,17,0 +"Godin","Uruguay","Defender",315,1,120,9,0 +"GomezU","USA","Forward",85,4,18,0,0 +"GomezG","Germany","Forward",57,2,18,0,0 +"GonzalezU","Uruguay","Midfielder",63,0,34,2,0 +"GonzalezC","Chile","Midfielder",138,10,41,6,0 +"Gourcuff","France","Midfielder",100,3,40,3,0 +"Govou","France","Forward",162,1,35,4,0 +"Grafite","Brazil","Forward",5,0,4,0,0 +"Green","England","Goalkeeper",90,0,21,0,3 +"Grella","Australia","Midfielder",45,0,18,2,0 +"Grichting","Switzerland","Defender",270,1,82,6,0 +"Gronkjaer","Denmark","Midfielder",101,1,29,3,0 +"Guardado","Mexico","Midfielder",142,5,92,2,0 +"Guevara","Honduras","Midfielder",156,0,60,6,0 +"Gutierrez","Argentina","Midfielder",191,0,83,11,0 +"Guedioura","Algeria","Midfielder",38,0,18,1,0 +"Gyan","Ghana","Forward",501,27,151,1,0 +"Halliche","Algeria","Defender",270,2,94,4,0 +"Hamidou","Cameroon","Goalkeeper",270,0,54,0,9 +"Hamsik","Slovakia","Midfielder",358,5,143,3,0 +"Handanovic","Slovenia","Goalkeeper",270,0,66,0,13 +"Haruna","Nigeria","Midfielder",180,1,77,3,0 +"Hasebe","Japan","Midfielder",375,2,125,8,0 +"Heinze","Argentina","Defender",360,3,188,6,0 +"Heitinga","Netherlands","Defender",540,0,259,10,0 +"Henry","France","Forward",53,1,21,2,0 +"Hernandez","Mexico","Forward",169,6,37,1,0 +"Heskey","England","Forward",176,2,53,7,0 +"Higuain","Argentina","Forward",341,13,93,5,0 +"Holden","USA","Midfielder",4,0,2,0,0 +"Holman","Australia","Forward",138,3,49,2,0 +"Holosko","Slovakia","Forward",29,0,11,1,0 +"Honda","Japan","Midfielder",390,8,143,5,0 +"Hong Yong-Jo","North Korea","Forward",270,4,107,3,0 +"Howard","USA","Goalkeeper",390,0,81,0,14 +"Huggel","Switzerland","Midfielder",258,0,87,8,0 +"Huntelaar","Netherlands","Forward",48,1,12,0,0 +"Iaquinta","Italy","Forward",270,5,48,3,0 +"Idrissou","Cameroon","Forward",50,2,23,1,0 +"Inamoto","Japan","Midfielder",3,0,5,0,0 +"Iniesta","Spain","Midfielder",437,8,299,11,0 +"Inkoom","Ghana","Defender",187,1,62,3,0 +"Inler","Switzerland","Midfielder",270,2,138,6,0 +"Isla","Chile","Defender",332,1,123,10,0 +"Ivanovic","Serbia","Defender",270,3,115,2,0 +"Izaguirre","Honduras","Defender",180,0,51,8,0 +"Jacobsen","Denmark","Defender",270,0,95,3,0 +"Jakob Poulsen","Denmark","Midfielder",60,2,40,0,0 +"Jakubko","Slovakia","Forward",2,0,1,0,0 +"James","England","Goalkeeper",270,0,72,0,6 +"Jansen","Germany","Defender",73,1,44,3,0 +"Jara","Chile","Defender",308,1,187,8,0 +"Javi Martinez","Spain","Midfielder",17,0,17,0,0 +"Jedinak","Australia","Midfielder",16,0,15,0,0 +"Jendrisek","Slovakia","Forward",250,3,55,4,0 +"Jensen","Denmark","Midfielder",45,0,21,2,0 +"Jerry Palacios","Honduras","Forward",84,0,19,0,0 +"Jesus Navas","Spain","Midfielder",118,4,61,1,0 +"Ji Yun-Nam","North Korea","Midfielder",270,3,73,11,0 +"Joe Cole","England","Midfielder",44,1,26,0,0 +"John Mensah","Ghana","Defender",420,1,108,10,0 +"Jokic","Slovenia","Defender",270,0,109,10,0 +"Jonathan Mensah","Ghana","Defender",300,2,105,6,0 +"Jong Tae-Se","North Korea","Forward",270,13,58,2,0 +"Josephs","South Africa","Goalkeeper",101,0,20,0,3 +"Josue","Brazil","Midfielder",46,0,54,1,0 +"Jovanovic","Serbia","Midfielder",245,4,65,2,0 +"Jozy Altidore","USA","Forward",356,8,84,2,0 +"Juan","Brazil","Defender",450,4,223,9,0 +"Juan Mata","Spain","Midfielder",20,1,16,0,0 +"Julio Cesar","Brazil","Goalkeeper",450,0,69,0,10 +"Jung Sung-Ryong","South Korea","Goalkeeper",360,0,49,0,14 +"Juarez","Mexico","Defender",235,0,128,6,0 +"Jorgensen","Denmark","Midfielder",169,1,78,8,0 +"Kacar","Serbia","Midfielder",20,1,7,1,0 +"Kader Keita","Ivory Coast","Midfielder",94,2,48,2,0 +"Kadir","Algeria","Midfielder",262,0,104,3,0 +"Kahlenberg","Denmark","Midfielder",159,2,59,3,0 +"Kaita","Nigeria","Midfielder",123,2,45,2,0 +"Kaka","Brazil","Midfielder",337,6,139,2,0 +"Kalou","Ivory Coast","Forward",160,4,50,3,0 +"Kanu","Nigeria","Forward",57,0,18,0,0 +"Kapetanos","Greece","Forward",29,1,7,0,0 +"Karagounis","Greece","Midfielder",180,4,105,7,0 +"Katsouranis","Greece","Midfielder",234,2,115,4,0 +"Kawashima","Japan","Goalkeeper",390,0,54,0,17 +"Kengo Nakamura","Japan","Midfielder",39,0,10,0,0 +"Kennedy","Australia","Forward",112,3,29,1,0 +"Kewell","Australia","Midfielder",24,0,7,1,0 +"Khedira","Germany","Midfielder",517,6,279,16,0 +"Khuboni","South Africa","Midfielder",78,1,48,1,0 +"Khumalo","South Africa","Defender",270,2,74,4,0 +"Khune","South Africa","Goalkeeper",166,1,24,0,4 +"Ki Sung-Yong","South Korea","Midfielder",292,2,162,6,0 +"Kiessling","Germany","Forward",7,0,5,0,0 +"Killen","New Zealand","Forward",240,3,60,7,0 +"Kim Dong-Jin","South Korea","Defender",1,0,0,0,0 +"Kim Jae-Sung","South Korea","Midfielder",65,0,37,0,0 +"Kim Jung-Woo","South Korea","Midfielder",360,4,184,10,0 +"Kim Kum-Il","North Korea","Forward",42,0,18,0,0 +"Kim Nam-Il","South Korea","Midfielder",86,2,38,6,0 +"Kim Yong-Jun","North Korea","Midfielder",32,1,10,0,0 +"King","England","Defender",45,0,17,0,0 +"Kingson","Ghana","Goalkeeper",510,0,105,1,20 +"Kirm","Slovenia","Midfielder",259,1,88,4,0 +"Kjaer","Denmark","Defender",180,1,41,3,0 +"Klose","Germany","Forward",356,11,83,4,0 +"Kleberson","Brazil","Midfielder",9,0,1,0,0 +"Kolarov","Serbia","Defender",180,2,46,8,0 +"Kolo Toure","Ivory Coast","Defender",270,2,88,2,0 +"Komac","Slovenia","Midfielder",4,0,3,1,0 +"Komano","Japan","Defender",390,3,115,16,0 +"Konno","Japan","Defender",2,0,0,0,0 +"Kopunek","Slovakia","Midfielder",22,1,17,0,0 +"Koren","Slovenia","Midfielder",270,3,162,3,0 +"Kozak","Slovakia","Midfielder",90,0,66,3,0 +"Krasic","Serbia","Midfielder",242,3,60,2,0 +"Kroos","Germany","Midfielder",50,2,29,4,0 +"Kroldrup","Denmark","Defender",56,1,32,0,0 +"Kucka","Slovakia","Midfielder",181,4,71,10,0 +"Kuyt","Netherlands","Forward",516,11,248,7,0 +"Kuzmanovic","Serbia","Midfielder",180,4,103,1,0 +"Kyrgiakos","Greece","Defender",180,4,40,1,0 +"Lacen","Algeria","Midfielder",270,0,158,8,0 +"Lahm","Germany","Defender",540,0,360,17,0 +"Lampard","England","Midfielder",360,11,232,3,0 +"Larsen","Denmark","Forward",34,2,5,0,0 +"Lazovic","Serbia","Forward",44,1,14,0,0 +"Lee Chung-Yong","South Korea","Midfielder",359,7,147,12,0 +"Lee Dong-Gook","South Korea","Forward",38,1,14,0,0 +"Lee Jung-Soo","South Korea","Defender",360,2,164,8,0 +"Lee Seung-Yeoul","South Korea","Forward",3,0,0,0,0 +"Lee Young-Pyo","South Korea","Defender",360,2,160,2,0 +"Lennon","England","Midfielder",153,0,43,1,0 +"Letsholonyane","South Africa","Midfielder",147,0,89,6,0 +"Lichtsteiner","Switzerland","Defender",270,2,80,10,0 +"Liedson","Portugal","Forward",121,4,27,2,0 +"Ljubijankic","Slovenia","Forward",173,2,36,2,0 +"Llorente","Spain","Forward",31,2,12,0,0 +"Lloris","France","Goalkeeper",270,0,43,0,12 +"Lochhead","New Zealand","Defender",270,0,47,5,0 +"Lodeiro","Uruguay","Midfielder",109,0,37,1,0 +"Lucio","Brazil","Defender",450,1,223,14,0 +"Lugano","Uruguay","Defender",398,2,67,6,0 +"Lukovic","Serbia","Defender",164,1,98,6,0 +"MBolhi","Algeria","Goalkeeper",180,0,30,0,12 +"Maggio","Italy","Defender",45,0,21,1,0 +"Maicon","Brazil","Defender",450,6,249,11,0 +"Makoun","Cameroon","Midfielder",210,4,164,2,0 +"Malouda","France","Midfielder",150,4,76,1,0 +"Marchena","Spain","Defender",8,0,1,0,0 +"Marchetti","Italy","Goalkeeper",225,0,21,0,1 +"Marchisio","Italy","Midfielder",120,0,57,2,0 +"Marcus Tulio Tanaka","Japan","Defender",390,5,129,5,0 +"Marin","Germany","Midfielder",29,1,6,0,0 +"Martins","Nigeria","Forward",71,2,16,0,0 +"Mascherano","Argentina","Midfielder",360,0,237,19,0 +"Masilela","South Africa","Defender",225,0,107,6,0 +"Matavz","Slovenia","Forward",11,0,4,0,0 +"Mathijsen","Netherlands","Defender",450,1,265,8,0 +"Matip","Cameroon","Defender",63,0,37,3,0 +"Matmour","Algeria","Midfielder",255,3,68,3,0 +"Matsui","Japan","Midfielder",273,3,95,4,0 +"Mauricio Sabillon","Honduras","Defender",90,0,38,5,0 +"Maxi Pereira","Uruguay","Midfielder",570,5,182,15,0 +"Maxi Rodriguez","Argentina","Midfielder",346,2,218,9,0 +"Mbia","Cameroon","Defender",270,3,135,4,0 +"Medel","Chile","Defender",270,1,123,7,0 +"Meireles","Portugal","Midfielder",329,6,154,9,0 +"Melo","Brazil","Midfielder",291,2,249,12,0 +"Mendes","Portugal","Midfielder",224,0,117,9,0 +"Mendoza","Honduras","Defender",180,0,51,3,0 +"Mertesacker","Germany","Defender",540,0,282,9,0 +"Mesbah","Algeria","Midfielder",1,0,1,0,0 +"Messi","Argentina","Forward",450,21,321,10,0 +"Michel Bastos","Brazil","Defender",422,7,224,14,0 +"Miguel","Portugal","Defender",90,1,52,2,0 +"Milijas","Serbia","Midfielder",62,0,35,3,0 +"Milito","Argentina","Forward",91,0,33,0,0 +"Millar","Chile","Midfielder",125,1,80,3,0 +"Milner","England","Midfielder",185,1,57,6,0 +"Modise","South Africa","Midfielder",192,5,111,4,0 +"Mokoena","South Africa","Defender",270,0,83,5,0 +"Montolivo","Italy","Midfielder",236,8,163,9,0 +"Moore","Australia","Defender",180,1,91,3,0 +"Moras","Greece","Defender",90,0,4,2,0 +"Morel Rodriguez","Paraguay","Defender",480,1,202,7,0 +"Moreno","Mexico","Defender",147,0,74,4,0 +"Moriri","South Africa","Midfielder",33,0,22,0,0 +"Mphela","South Africa","Forward",270,10,60,2,0 +"Mucha","Slovakia","Goalkeeper",360,0,85,0,14 +"Mun In-Guk","North Korea","Midfielder",205,2,71,7,0 +"Muntari","Ghana","Midfielder",134,5,69,3,0 +"Muslera","Uruguay","Goalkeeper",570,0,75,0,16 +"Marquez","Mexico","Defender",360,6,244,14,0 +"Muller","Germany","Forward",383,7,165,9,0 +"NGuemo","Cameroon","Midfielder",90,1,51,1,0 +"NKoulou","Cameroon","Defender",253,0,152,4,0 +"Nagatomo","Japan","Defender",390,4,68,4,0 +"Nakazawa","Japan","Defender",390,1,106,3,0 +"Nam Song-Chol","North Korea","Defender",15,0,6,0,0 +"Neill","Australia","Defender",270,1,135,4,0 +"Nelsen","New Zealand","Defender",270,0,92,1,0 +"Neuer","Germany","Goalkeeper",540,0,99,0,20 +"Ngongca","South Africa","Defender",55,0,21,1,0 +"Nilmar","Brazil","Forward",129,5,18,3,0 +"Ninis","Greece","Midfielder",47,1,22,4,0 +"Ninkovic","Serbia","Midfielder",160,1,91,2,0 +"Nkufo","Switzerland","Forward",227,2,65,2,0 +"Nomvete","South Africa","Forward",22,0,5,1,0 +"Novakovic","Slovenia","Forward",270,2,68,1,0 +"Nunez","Honduras","Midfielder",172,4,60,1,0 +"Obasi","Nigeria","Forward",195,6,62,8,0 +"Obradovic","Serbia","Defender",90,1,42,2,0 +"Odemwingie","Nigeria","Forward",75,0,28,1,0 +"Odiah","Nigeria","Defender",270,0,107,5,0 +"Oh Beom-Seok","South Korea","Defender",90,1,34,3,0 +"Okazaki","Japan","Forward",104,4,15,2,0 +"Okubo","Japan","Forward",351,7,68,4,0 +"Onyewu","USA","Defender",170,1,69,2,0 +"Ooijer","Netherlands","Defender",90,0,30,2,0 +"Orellana","Chile","Forward",25,1,7,0,0 +"Ortigoza","Paraguay","Midfielder",75,0,60,5,0 +"Osorio","Mexico","Defender",360,1,202,14,0 +"Otamendi","Argentina","Defender",250,0,141,6,0 +"Owusu-Abeyie","Ghana","Forward",35,2,22,0,0 +"Pa Gaxa","South Africa","Defender",215,1,95,2,0 +"Pak Chol-Jin","North Korea","Defender",270,0,56,4,0 +"Pak Nam-Chol","North Korea","Midfielder",238,1,101,7,0 +"Palermo","Argentina","Forward",10,3,8,0,0 +"Pantelic","Serbia","Forward",113,3,24,1,0 +"Pantsil","Ghana","Defender",510,2,248,7,0 +"Papastathopoulos","Greece","Defender",127,0,18,10,0 +"Paredes","Chile","Forward",70,3,11,5,0 +"Park Chu-Young","South Korea","Forward",347,14,96,0,0 +"Park Ji-Sung","South Korea","Midfielder",360,5,127,13,0 +"Parker","South Africa","Forward",75,1,32,2,0 +"Paston","New Zealand","Goalkeeper",270,0,64,0,9 +"Pastore","Argentina","Midfielder",37,2,44,3,0 +"Patsatzoglou","Greece","Midfielder",80,0,31,0,0 +"Pavon","Honduras","Forward",60,1,9,0,0 +"Pazzini","Italy","Forward",29,0,6,0,0 +"Pecnik","Slovenia","Forward",21,0,4,1,0 +"Pedro Rodriguez","Spain","Midfielder",116,5,80,0,0 +"Pekarik","Slovakia","Defender",270,0,93,8,0 +"PepeP","Portugal","Midfielder",136,1,43,3,0 +"PepeI","Italy","Forward",225,3,100,5,0 +"PerezU","Uruguay","Midfielder",567,2,252,34,0 +"Petras","Slovakia","Defender",1,0,0,0,0 +"Petrovic","Serbia","Midfielder",15,1,3,1,0 +"Pienaar","South Africa","Midfielder",252,2,126,3,0 +"Pique","Spain","Defender",540,2,402,15,0 +"Pirlo","Italy","Midfielder",34,0,28,0,0 +"Podolski","Germany","Forward",531,17,217,9,0 +"Ponce","Chile","Defender",270,2,113,4,0 +"Puyol","Spain","Defender",534,3,254,8,0 +"PerezM","Mexico","Goalkeeper",360,0,58,0,13 +"Quagliarella","Italy","Forward",45,3,22,2,0 +"Radosavljevic","Slovenia","Midfielder",267,1,129,6,0 +"Ramires","Brazil","Midfielder",105,3,53,3,0 +"Ramos","Spain","Defender",527,9,299,7,0 +"Reid","New Zealand","Defender",270,2,90,10,0 +"Ri Jun-Il","North Korea","Defender",270,1,75,2,0 +"Ri Kwang-Chon","North Korea","Defender",270,1,59,4,0 +"Ri Myong-Guk","North Korea","Goalkeeper",270,0,46,0,19 +"Ribery","France","Midfielder",270,4,104,9,0 +"Ricardo Costa","Portugal","Defender",179,0,44,9,0 +"Rigobert Song","Cameroon","Defender",17,0,3,0,0 +"Riveros","Paraguay","Midfielder",480,5,236,22,0 +"Robben","Netherlands","Forward",267,6,81,5,0 +"Robinho","Brazil","Forward",354,9,181,5,0 +"RodriguezA","Argentina","Defender",90,1,72,1,0 +"RodriguezM","Mexico","Defender",360,2,212,7,0 +"Romaric","Ivory Coast","Midfielder",98,5,82,4,0 +"Romero","Argentina","Goalkeeper",450,0,47,0,10 +"Rommedahl","Denmark","Midfielder",270,4,74,5,0 +"Ronaldo","Portugal","Forward",360,18,91,3,0 +"Rooney","England","Forward",342,8,121,2,0 +"Rukavytsya","Australia","Forward",32,1,12,0,0 +"Sagna","France","Defender",270,0,125,4,0 +"Saifi","Algeria","Forward",15,1,3,0,0 +"Salata","Slovakia","Defender",83,1,40,2,0 +"Salcido","Mexico","Defender",360,9,174,15,0 +"Salpingidis","Greece","Forward",121,3,28,4,0 +"Samaras","Greece","Forward",202,7,43,1,0 +"Samuel","Argentina","Defender",114,2,43,1,0 +"Santa Cruz","Paraguay","Forward",312,6,134,1,0 +"Santana","Paraguay","Midfielder",120,2,28,7,0 +"Sapara","Slovakia","Midfielder",2,0,5,0,0 +"Sarpei","Ghana","Defender",463,0,167,13,0 +"Schwarzer","Australia","Goalkeeper",270,0,51,0,13 +"Schweinsteiger","Germany","Midfielder",531,5,423,23,0 +"Scotti","Uruguay","Defender",95,0,22,5,0 +"Seitaridis","Greece","Defender",90,0,39,6,0 +"Senderos","Switzerland","Defender",36,0,9,1,0 +"Sestak","Slovakia","Forward",152,3,27,1,0 +"Shaqiri","Switzerland","Midfielder",12,0,9,0,0 +"Shittu","Nigeria","Defender",270,0,61,5,0 +"Shunsuke Nakamura","Japan","Midfielder",26,0,18,1,0 +"Sibaya","South Africa","Midfielder",90,1,39,2,0 +"Silva","Spain","Midfielder",66,2,42,2,0 +"Simon Poulsen","Denmark","Midfielder",270,1,99,9,0 +"Sim~ao","Portugal","Midfielder",217,2,76,7,0 +"Skrtel","Slovakia","Defender",360,0,202,4,0 +"Smeltz","New Zealand","Forward",270,5,59,5,0 +"Smith","New Zealand","Defender",270,1,79,2,0 +"Sneijder","Netherlands","Midfielder",532,15,279,7,0 +"Spiropoulos","Greece","Defender",45,1,6,2,0 +"Squillaci","France","Defender",90,0,34,1,0 +"Stankovic","Serbia","Midfielder",270,3,165,5,0 +"Stekelenburg","Netherlands","Goalkeeper",540,0,149,0,15 +"Stoch","Slovakia","Midfielder",193,2,76,1,0 +"Stojkovic","Serbia","Goalkeeper",270,0,52,0,7 +"Strba","Slovakia","Midfielder",267,2,137,5,0 +"SuazoH","Honduras","Forward",171,2,35,0,0 +"SuazoC","Chile","Forward",135,4,39,1,0 +"Subotic","Serbia","Defender",104,0,49,3,0 +"Suler","Slovenia","Defender",270,0,102,5,0 +"Suarez","Uruguay","Forward",452,19,127,4,0 +"Sanchez","Chile","Forward",335,7,113,13,0 +"Sorensen","Denmark","Goalkeeper",270,0,52,0,16 +"Tagoe","Ghana","Forward",210,3,48,1,0 +"Taiwo","Nigeria","Defender",129,3,36,4,0 +"Tamada","Japan","Forward",28,0,9,0,0 +"Tello","Chile","Midfielder",45,0,29,1,0 +"Terry","England","Defender",360,2,223,3,0 +"Thomas","Honduras","Midfielder",114,0,37,5,0 +"Thwala","South Africa","Defender",45,0,19,2,0 +"Tiago","Portugal","Midfielder",298,6,155,15,0 +"Tiote","Ivory Coast","Midfielder",270,3,148,8,0 +"Tiene","Ivory Coast","Defender",180,1,82,7,0 +"Tomasson","Denmark","Forward",176,7,51,1,0 +"Torosidis","Greece","Defender",235,3,74,5,0 +"Torrado","Mexico","Midfielder",360,1,253,22,0 +"TorresP","Paraguay","Defender",82,2,29,1,0 +"TorresF","Spain","Forward",278,9,50,0,0 +"TorresU","USA","Midfielder",45,1,32,0,0 +"Tosic","Serbia","Midfielder",28,3,9,0,0 +"Toulalan","France","Midfielder",180,1,98,9,0 +"Trochowski","Germany","Midfielder",109,1,60,5,0 +"Tshabalala","South Africa","Midfielder",270,9,135,8,0 +"Turcios","Honduras","Midfielder",66,0,27,0,0 +"Tziolis","Greece","Midfielder",270,2,153,8,0 +"Tzorvas","Greece","Goalkeeper",270,0,41,0,12 +"Tevez","Argentina","Forward",324,6,164,7,0 +"Uche","Nigeria","Midfielder",196,6,73,2,0 +"Upson","England","Defender",180,1,93,4,0 +"Valbuena","France","Midfielder",21,1,11,1,0 +"Valdez","Paraguay","Forward",337,8,57,9,0 +"Valdivia","Chile","Forward",222,3,91,3,0 +"Valeri","Australia","Midfielder",245,0,135,5,0 +"Valladares","Honduras","Goalkeeper",270,0,51,0,12 +"Van der Vaart","Netherlands","Midfielder",257,8,122,4,0 +"Van der Wiel","Netherlands","Defender",360,0,189,2,0 +"Vela","Mexico","Forward",100,1,25,1,0 +"Veloso","Portugal","Midfielder",26,1,30,1,0 +"Vera","Paraguay","Midfielder",414,5,138,14,0 +"VeronA","Argentina","Midfielder",185,3,235,10,0 +"VeronP","Paraguay","Defender",90,0,26,3,0 +"Vicelich","New Zealand","Defender",249,1,88,4,0 +"Victor Obinna","Nigeria","Forward",72,3,25,4,0 +"Victorino","Uruguay","Defender",435,0,141,7,0 +"Vidal","Chile","Defender",306,6,178,17,0 +"Vidic","Serbia","Defender",270,2,158,7,0 +"Villa","Spain","Forward",529,22,169,2,0 +"Villar","Paraguay","Goalkeeper",480,0,99,0,10 +"Vintra","Greece","Defender",270,0,89,4,0 +"Vittek","Slovakia","Forward",353,10,118,0,0 +"Vorsah","Ghana","Defender",210,1,56,2,0 +"Walter Martinez","Honduras","Forward",125,0,43,1,0 +"Webo","Cameroon","Forward",168,4,39,3,0 +"Weiss","Slovakia","Midfielder",269,2,84,2,0 +"Welcome","Honduras","Forward",87,2,16,0,0 +"Wilkshire","Australia","Midfielder",256,2,117,8,0 +"Wilson Palacios","Honduras","Midfielder",270,0,90,14,0 +"Wood","New Zealand","Forward",66,1,16,0,0 +"Wright-Phillips","England","Midfielder",89,2,29,2,0 +"Xavi","Spain","Midfielder",515,4,563,6,0 +"Yahia","Algeria","Defender",269,1,79,4,0 +"Yakin","Switzerland","Midfielder",56,3,26,0,0 +"Yakubu","Nigeria","Forward",250,6,43,2,0 +"Yano","Japan","Forward",9,0,4,0,0 +"Yaya Toure","Ivory Coast","Midfielder",270,3,197,5,0 +"Yebda","Algeria","Midfielder",269,8,138,10,0 +"Yeom Ki-Hun","South Korea","Midfielder",249,2,80,6,0 +"Yobo","Nigeria","Defender",225,0,52,2,0 +"Zabavnik","Slovakia","Defender",268,1,94,8,0 +"Zambrotta","Italy","Defender",270,2,128,6,0 +"Ziani","Algeria","Midfielder",240,5,93,6,0 +"Ziegler","Switzerland","Defender",270,1,71,9,0 +"Zigic","Serbia","Forward",227,5,65,2,0 +"Zokora","Ivory Coast","Midfielder",270,0,96,5,0 +"de Jong","Netherlands","Midfielder",448,1,250,15,0 +"de Zeeuw","Netherlands","Midfielder",47,0,37,2,0 +"van Bommel","Netherlands","Midfielder",540,2,307,31,0 +"van Bronckhorst","Netherlands","Defender",540,1,271,10,0 +"van Persie","Netherlands","Forward",479,14,108,1,0 +"von Bergen","Switzerland","Defender",234,0,79,3,0 +"Alvaro Pereira","Uruguay","Midfielder",409,6,140,17,0 +"Ozil","Germany","Midfielder",497,7,266,3,0