{"id":27,"date":"2026-06-30T10:54:02","date_gmt":"2026-06-30T10:54:02","guid":{"rendered":"https:\/\/hocabul.net\/?p=27"},"modified":"2026-06-30T10:54:04","modified_gmt":"2026-06-30T10:54:04","slug":"futbol-verisini-nereden-bulursunuz-statsbomb-understat-ve-fbref-rehberi","status":"publish","type":"post","link":"https:\/\/hocabul.net\/?p=27","title":{"rendered":"Futbol Verisini Nereden Bulursunuz? StatsBomb, Understat ve FBref Rehberi"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Analiz yapmak istiyorsunuz ama elinizde veri yok. \u0130yi haber: futbol verisinin \u00f6nemli bir k\u0131sm\u0131 art\u0131k \u00fccretsiz ve herkese a\u00e7\u0131k. Bu rehberde, <a href=\"https:\/\/hocabul.net\/futbol-istatistiklerinde-olasilik-ve-xg-beklenen-gol-nasil-hesaplanir\/\">xG gibi metrikleri<\/a> kendiniz hesaplamak ya da analiz etmek i\u00e7in kullanabilece\u011finiz \u00fc\u00e7 temel kayna\u011f\u0131 ve hangisinin ne i\u015fe yarad\u0131\u011f\u0131n\u0131 ele al\u0131yoruz.<\/p><h2 class=\"wp-block-heading\">StatsBomb Open Data \u2014 \u00dccretsiz olay verisi<\/h2><p class=\"wp-block-paragraph\">StatsBomb, baz\u0131 lig ve turnuvalar i\u00e7in detayl\u0131 \u201colay verisini\u201d (her pas, \u015fut, m\u00fcdahale) \u00fccretsiz olarak payla\u015f\u0131r. \u015eutlar\u0131n xG de\u011ferleri dahil zengin bir veri seti sunar ve akademik\/\u00f6\u011frenme ama\u00e7l\u0131 kullan\u0131m i\u00e7in idealdir. Veriye <a href=\"https:\/\/github.com\/statsbomb\/open-data\">StatsBomb\u2019un a\u00e7\u0131k veri deposundan<\/a> ula\u015fabilirsiniz. Ba\u015flang\u0131\u00e7 i\u00e7in en derin ve en \u00f6\u011fretici kaynak budur.<\/p><h2 class=\"wp-block-heading\">Understat \u2014 xG odakl\u0131<\/h2><p class=\"wp-block-paragraph\">Understat, Avrupa\u2019n\u0131n be\u015f b\u00fcy\u00fck ligi ba\u015fta olmak \u00fczere ma\u00e7 ve oyuncu baz\u0131nda xG verisini g\u00f6rsel ve sade bir aray\u00fczle sunar. \u201cBu tak\u0131m bu sezon xG\u2019sine g\u00f6re hak etti\u011fi kadar gol at\u0131yor mu\u201d gibi sorulara h\u0131zl\u0131ca bakmak i\u00e7in pratiktir. Veriyi programatik \u00e7ekmek (scraping) baz\u0131 durumlarda gerekebilir.<\/p><h2 class=\"wp-block-heading\">FBref \u2014 Kapsaml\u0131 lig istatistikleri<\/h2><p class=\"wp-block-paragraph\">FBref, \u00e7ok say\u0131da lig i\u00e7in geni\u015f bir istatistik k\u00fct\u00fcphanesi sunar: xG, xA, pas, ikili m\u00fccadele, kaleci metrikleri ve daha fazlas\u0131. Tablolar\u0131 okumas\u0131 kolayd\u0131r ve oyuncu\/tak\u0131m kar\u015f\u0131la\u015ft\u0131rmalar\u0131 i\u00e7in \u00e7ok elveri\u015flidir. G\u00fcncel sezon verisine h\u0131zl\u0131 bakmak isteyenler i\u00e7in en pratik kaynaklardan biridir.<\/p><h2 class=\"wp-block-heading\">Hangi kayna\u011f\u0131 ne i\u00e7in?<\/h2><p class=\"wp-block-paragraph\">K\u0131saca: derin analiz ve kendi modelini kurmak istiyorsan StatsBomb; h\u0131zl\u0131 xG bak\u0131\u015f\u0131 i\u00e7in Understat; geni\u015f tablo ve kar\u015f\u0131la\u015ft\u0131rma i\u00e7in FBref. \u00d6\u011frenme s\u0131ras\u0131nda \u00fc\u00e7\u00fcn\u00fc birlikte kullanmak en sa\u011fl\u0131kl\u0131s\u0131d\u0131r.<\/p><h2 class=\"wp-block-heading\">Lisans ve etik not<\/h2><p class=\"wp-block-paragraph\">A\u00e7\u0131k veri \u201cher istedi\u011fini yap\u201d demek de\u011fildir. Her kayna\u011f\u0131n kullan\u0131m \u015fartlar\u0131n\u0131 ve lisans\u0131n\u0131 okuyun, veriyi kayna\u011f\u0131n\u0131 belirterek kullan\u0131n ve sitelere a\u015f\u0131r\u0131 y\u00fck bindiren agresif scraping\ten ka\u00e7\u0131n\u0131n. \u0130\u015fin hocas\u0131, veriyi yaln\u0131zca do\u011fru de\u011fil, d\u00fcr\u00fcst yollarla da kullan\u0131r.<\/p>","protected":false},"excerpt":{"rendered":"<p>Analiz yapmak istiyorsunuz ama elinizde veri yok. \u0130yi haber: futbol verisinin \u00f6nemli bir k\u0131sm\u0131 art\u0131k \u00fccretsiz ve herkese a\u00e7\u0131k. Bu rehberde, xG gibi metrikleri kendiniz hesaplamak ya da analiz etmek i\u00e7in kullanabilece\u011finiz \u00fc\u00e7 temel kayna\u011f\u0131 ve hangisinin ne i\u015fe yarad\u0131\u011f\u0131n\u0131 ele al\u0131yoruz. StatsBomb Open Data \u2014 \u00dccretsiz olay verisi StatsBomb, baz\u0131 lig ve turnuvalar i\u00e7in &#8230; <a title=\"Futbol Verisini Nereden Bulursunuz? StatsBomb, Understat ve FBref Rehberi\" class=\"read-more\" href=\"https:\/\/hocabul.net\/?p=27\" aria-label=\"Read more about Futbol Verisini Nereden Bulursunuz? StatsBomb, Understat ve FBref Rehberi\">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-27","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\/27","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=27"}],"version-history":[{"count":1,"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/posts\/27\/revisions"}],"predecessor-version":[{"id":28,"href":"https:\/\/hocabul.net\/index.php?rest_route=\/wp\/v2\/posts\/27\/revisions\/28"}],"wp:attachment":[{"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=27"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hocabul.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}