{"id":46,"date":"2026-07-01T09:41:38","date_gmt":"2026-07-01T09:41:38","guid":{"rendered":"https:\/\/hocabul.net\/?p=46"},"modified":"2026-07-01T09:41:39","modified_gmt":"2026-07-01T09:41:39","slug":"pas-aglari-pass-networks-bir-takimin-oyun-tarzini-gorsellestirmek","status":"publish","type":"post","link":"https:\/\/hocabul.net\/?p=46","title":{"rendered":"Pas A\u011flar\u0131 (Pass Networks): Bir Tak\u0131m\u0131n Oyun Tarz\u0131n\u0131 G\u00f6rselle\u015ftirmek"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Bir ma\u00e7\u0131 izlerken \u201cbu tak\u0131m topu hep sa\u011f kanattan ilerletiyor\u201d ya da \u201corta saha oyuncusu adeta tak\u0131m\u0131n kalbi\u201d dedi\u011fimiz oluyor. Ama bu izlenimi somut bir g\u00f6rselle kan\u0131tlamak m\u00fcmk\u00fcn m\u00fc? \u0130\u015fte pas a\u011flar\u0131 (pass networks) tam olarak bunu yap\u0131yor: Bir tak\u0131m\u0131n 90 dakika boyunca nas\u0131l oynad\u0131\u011f\u0131n\u0131, tek bir g\u00f6rselde \u00f6zetliyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a>Pas A\u011f\u0131 Asl\u0131nda Ne G\u00f6steriyor?<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Basit\u00e7e anlatmak gerekirse, bir pas a\u011f\u0131 grafi\u011finde her oyuncu bir nokta (d\u00fc\u011f\u00fcm) olarak, oyuncular aras\u0131ndaki pas al\u0131\u015fveri\u015fi ise bu noktalar\u0131 birbirine ba\u011flayan \u00e7izgiler (kenarlar) olarak g\u00f6sterilir. G\u00f6rselin detaylar\u0131 da bo\u015funa de\u011fil:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Noktan\u0131n b\u00fcy\u00fckl\u00fc\u011f\u00fc<\/strong> genellikle o oyuncunun ma\u00e7taki pas say\u0131s\u0131n\u0131 g\u00f6sterir \u2014 b\u00fcy\u00fck nokta, \u00e7ok pas al\u0131p veren bir oyuncu demektir.<\/li>\n\n\n\n<li><strong>Noktan\u0131n konumu<\/strong> oyuncunun sahadaki ortalama pozisyonunu temsil eder.<\/li>\n\n\n\n<li><strong>\u00c7izginin kal\u0131nl\u0131\u011f\u0131<\/strong> iki oyuncu aras\u0131ndaki pas say\u0131s\u0131n\u0131 g\u00f6sterir \u2014 kal\u0131n \u00e7izgi, s\u0131k kullan\u0131lan bir pas hatt\u0131 demektir.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Sonu\u00e7ta ortaya, bir tak\u0131m\u0131n oyun kimli\u011fini adeta bir \u201cparmak izi\u201d gibi g\u00f6steren bir g\u00f6rsel \u00e7\u0131kar.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a>Neden Sadece \u015eut Haritas\u0131yla Yetinmiyoruz?<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/hocabul.net\/?p=29\">\u015eut haritas\u0131 \u00e7izmeyi anlatt\u0131\u011f\u0131m\u0131z yaz\u0131m\u0131zda<\/a> g\u00f6rd\u00fc\u011f\u00fcm\u00fcz gibi, \u015fut haritalar\u0131 bir tak\u0131m\u0131n <em>nereden gol tehdidi \u00fcretti\u011fini<\/em> g\u00f6sterir. Ama bu, hikayenin sadece son b\u00f6l\u00fcm\u00fc. Pas a\u011flar\u0131 ise hikayenin g\u00f6vdesini anlat\u0131r: Top o pozisyona nas\u0131l ula\u015ft\u0131? Hangi oyuncu \u00fczerinden ilerledi? Tak\u0131m hangi b\u00f6lgede daha rahat, hangi b\u00f6lgede daha s\u0131k\u0131\u015f\u0131k oynuyor?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130ki g\u00f6rseli yan yana koydu\u011funuzda, bir tak\u0131m\u0131n sadece nerede \u015fut \u00e7ekti\u011fini de\u011fil, o \u015futu nas\u0131l bir oyun kurgusuyla \u00fcretti\u011fini de g\u00f6rebilirsiniz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a>Pas A\u011flar\u0131 Neyi Ortaya \u00c7\u0131kar\u0131r?<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Bir pas a\u011f\u0131 grafi\u011fine bakt\u0131\u011f\u0131n\u0131zda genellikle \u015fu sorulara cevap bulabilirsiniz:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tak\u0131m\u0131n \u201ckalbi\u201d kim?<\/strong> En \u00e7ok ba\u011flant\u0131ya sahip, en kal\u0131n \u00e7izgilerle \u00e7evrili oyuncu genellikle oyun kurucudur.<\/li>\n\n\n\n<li><strong>Tak\u0131m hangi kanad\u0131 tercih ediyor?<\/strong> Sa\u011f ya da sol tarafta yo\u011funla\u015fan ba\u011flant\u0131lar, tak\u0131m\u0131n hangi kanattan h\u00fccum kurmay\u0131 sevdi\u011fini g\u00f6sterir.<\/li>\n\n\n\n<li><strong>Savunma hatt\u0131 ne kadar geni\u015f oynuyor?<\/strong> Beklerin sahadaki ortalama konumu, tak\u0131m\u0131n ne kadar geni\u015f ya da dar bir hat oynad\u0131\u011f\u0131na dair ipucu verir.<\/li>\n\n\n\n<li><strong>Ba\u011flant\u0131 kopuklu\u011fu var m\u0131?<\/strong> Baz\u0131 oyuncular aras\u0131nda hi\u00e7 ya da \u00e7ok az \u00e7izgi varsa, bu tak\u0131m\u0131n oyun ak\u0131\u015f\u0131nda bir kopukluk oldu\u011funa i\u015faret edebilir.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><a>Veriyi Nereden Bulup Nas\u0131l \u00c7iziyoruz?<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/hocabul.net\/?p=27\">Daha \u00f6nce futbol verisi kaynaklar\u0131n\u0131 inceledi\u011fimiz rehberde<\/a> bahsetti\u011fimiz StatsBomb Open Data gibi kaynaklar, pas a\u011f\u0131 \u00e7izmek i\u00e7in gereken olay verisini (kim kime, ne zaman pas verdi) \u00fccretsiz olarak sunuyor. Bu veriyi elde ettikten sonra, <a href=\"https:\/\/hocabul.net\/?p=29\">mplsoccer ile \u015fut haritas\u0131 \u00e7izerken kulland\u0131\u011f\u0131m\u0131z<\/a> ayn\u0131 Python k\u00fct\u00fcphanesiyle, birka\u00e7 sat\u0131r kodla bir pas a\u011f\u0131 g\u00f6rselle\u015ftirmesi olu\u015fturmak m\u00fcmk\u00fcn. Temel mant\u0131k \u015fu: Her oyuncunun ortalama pas konumunu hesaplay\u0131p sahaya bir nokta olarak yerle\u015ftiriyorsunuz, ard\u0131ndan oyuncu \u00e7iftleri aras\u0131ndaki pas say\u0131s\u0131na g\u00f6re aralar\u0131na bir \u00e7izgi \u00e7iziyorsunuz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bir Uyar\u0131: Sadece \u0130lk 15-20 Dakikaya Bak\u0131n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Deneyimli analistlerin s\u0131k\u00e7a verdi\u011fi bir t\u00fcyo var: Pas a\u011f\u0131n\u0131 ma\u00e7\u0131n tamam\u0131 yerine ilk gol ya da ilk k\u0131rm\u0131z\u0131 kart \u00f6ncesindeki b\u00f6l\u00fcmle s\u0131n\u0131rlamak daha anlaml\u0131 sonu\u00e7lar verir. \u00c7\u00fcnk\u00fc skor de\u011fi\u015fti\u011finde tak\u0131mlar\u0131n oyun tarz\u0131 da genellikle de\u011fi\u015fir \u2014 \u00f6nde giden tak\u0131m topu daha \u00e7ok tutar, geride kalan risk al\u0131r. T\u00fcm ma\u00e7\u0131 tek bir grafikte \u00f6zetlemek, bu farkl\u0131 \u201cevreleri\u201d birbirine kar\u0131\u015ft\u0131r\u0131p yan\u0131lt\u0131c\u0131 bir g\u00f6rsel ortaya \u00e7\u0131karabilir \u2014 t\u0131pk\u0131 <a href=\"https:\/\/hocabul.net\/?p=35\">yan\u0131lt\u0131c\u0131 grafikler yaz\u0131m\u0131zda<\/a> bahsetti\u011fimiz, do\u011fru veriyi yanl\u0131\u015f sunman\u0131n nas\u0131l yanl\u0131\u015f bir izlenim yaratt\u0131\u011f\u0131 gibi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sonu\u00e7 olarak pas a\u011flar\u0131, \u201cbu tak\u0131m nas\u0131l oynuyor?\u201d sorusuna g\u00f6z ile bak\u0131lan bir ma\u00e7tan \u00e7ok daha nesnel bir cevap verir. Bir sonraki ma\u00e7\u0131n\u0131z\u0131 izlerken, akl\u0131n\u0131zdan ge\u00e7en o taktik yorumu bir g\u00fcn kendi \u00e7izdi\u011finiz bir pas a\u011f\u0131yla kan\u0131tlayabilirsiniz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Pas a\u011f\u0131 \u00e7izimi i\u00e7in pratik, a\u00e7\u0131k kaynakl\u0131 bir \u00f6rnek g\u00f6rmek isteyenler <\/em><a href=\"https:\/\/mplsoccer.readthedocs.io\/\"><em>mplsoccer k\u00fct\u00fcphanesinin resmi dok\u00fcmantasyonundaki pas a\u011f\u0131 \u00f6rne\u011fine<\/em><\/a><em> g\u00f6z atabilir.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir ma\u00e7\u0131 izlerken \u201cbu tak\u0131m topu hep sa\u011f kanattan ilerletiyor\u201d ya da \u201corta saha oyuncusu adeta tak\u0131m\u0131n kalbi\u201d dedi\u011fimiz oluyor. Ama bu izlenimi somut bir g\u00f6rselle kan\u0131tlamak m\u00fcmk\u00fcn m\u00fc? \u0130\u015fte pas a\u011flar\u0131 (pass networks) tam olarak bunu yap\u0131yor: Bir tak\u0131m\u0131n 90 dakika boyunca nas\u0131l oynad\u0131\u011f\u0131n\u0131, tek bir g\u00f6rselde \u00f6zetliyor. Pas A\u011f\u0131 Asl\u0131nda Ne G\u00f6steriyor? Basit\u00e7e &#8230; <a title=\"Pas A\u011flar\u0131 (Pass Networks): Bir Tak\u0131m\u0131n Oyun Tarz\u0131n\u0131 G\u00f6rselle\u015ftirmek\" class=\"read-more\" href=\"https:\/\/hocabul.net\/?p=46\" aria-label=\"Read more about Pas A\u011flar\u0131 (Pass Networks): Bir Tak\u0131m\u0131n Oyun Tarz\u0131n\u0131 G\u00f6rselle\u015ftirmek\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-46","post","type-post","status-publish","format-standard","hentry","category-veriyle-spor-analizi"],"_links":{"self":[{"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/posts\/46","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=46"}],"version-history":[{"count":1,"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/posts\/46\/revisions"}],"predecessor-version":[{"id":47,"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/posts\/46\/revisions\/47"}],"wp:attachment":[{"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=46"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=46"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=46"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}