{"id":49315,"date":"2026-03-26T06:12:48","date_gmt":"2026-03-26T09:12:48","guid":{"rendered":"https:\/\/www.restaurantecedrus.com.br\/?p=49315"},"modified":"2026-03-06T15:33:31","modified_gmt":"2026-03-06T18:33:31","slug":"elo-v-xg-reytinq-sistemlri-nec-islyir","status":"publish","type":"post","link":"https:\/\/www.restaurantecedrus.com.br\/?p=49315","title":{"rendered":"Elo v\u0259 xG Reytinq Sisteml\u0259ri Nec\u0259 \u0130\u015fl\u0259yir"},"content":{"rendered":"Elo v\u0259 xG Reytinq Sisteml\u0259ri Nec\u0259 \u0130\u015fl\u0259yir<\/title><\/p>\n<h1>\u0130dman T\u0259hlili \u00fc\u00e7\u00fcn Keyfiyy\u0259t Metrikalar\u0131n\u0131 Anlamaq – Az\u0259rbaycan Konteksti<\/h1>\n<p>\u0130dman\u0131 izl\u0259m\u0259k v\u0259 onun haqq\u0131nda dan\u0131\u015fmaq \u00fcslubumuz r\u0259q\u0259ml\u0259r v\u0259 statistikalar say\u0259sind\u0259 k\u00f6kl\u00fc d\u0259yi\u015fikliy\u0259 u\u011fray\u0131b. Art\u0131q sad\u0259c\u0259 "kim qalib g\u0259ldi" deyil, "nec\u0259 qalib g\u0259ldi" sual\u0131 daha \u00e7ox maraq do\u011furur. Bu, Az\u0259rbaycanda da futbol m\u00fczakir\u0259l\u0259rind\u0259, \u015f\u0259xsi bloglarda v\u0259 media analizl\u0259rind\u0259 ayd\u0131n g\u00f6r\u00fcn\u00fcr. M\u0259s\u0259l\u0259n, bir azarke\u015f <a href=\"https:\/\/bakuforum.az\/\">1win online<\/a> platformas\u0131nda oyun n\u0259tic\u0259l\u0259rini yoxlayark\u0259n, qar\u015f\u0131s\u0131na \u00e7\u0131xan m\u00fcr\u0259kk\u0259b statistikalar\u0131 ba\u015fa d\u00fc\u015fm\u0259k ist\u0259y\u0259 bil\u0259r. Bu yaz\u0131da, idman\u0131n arxas\u0131nda duran iki \u0259sas riyazi konsepti – Elo reytinqi v\u0259 G\u00f6zl\u0259nil\u0259n Qollar\u0131 (xG) – v\u0259 onlar\u0131n "keyfiyy\u0259t" anlay\u0131\u015f\u0131n\u0131 nec\u0259 t\u0259yin etdiyini, Az\u0259rbaycan valyutas\u0131 v\u0259 yerli terminl\u0259rl\u0259 izah ed\u0259c\u0259yik. Bu, sad\u0259c\u0259 bir n\u00f6mr\u0259l\u0259r oyunu deyil, idman\u0131n \u00f6z\u00fcn\u00fc d\u0259rind\u0259n anlamaq \u00fc\u00e7\u00fcn bir p\u0259nc\u0259r\u0259dir.<\/p>\n<h2>Elo Reytinq Sistemi – \u015eahmatdan Futbola<\/h2>\n<p>Elo sistemi, \u0259slind\u0259, bir \u015fahmat ustas\u0131 olan Arpad Elo t\u0259r\u0259find\u0259n 1960-c\u0131 ill\u0259rd\u0259 \u015fahmat\u00e7\u0131lar\u0131n g\u00fcc\u00fcn\u00fc \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn yarad\u0131l\u0131b. Lakin onun sad\u0259 v\u0259 effektiv m\u0259ntiqi tezlikl\u0259 dig\u0259r r\u0259qab\u0259tli sah\u0259l\u0259r\u0259, o c\u00fcml\u0259d\u0259n futbol, basketbol v\u0259 h\u0259tta videooyunlara yay\u0131ld\u0131. Sistemin \u0259sas fikri olduqca ayd\u0131nd\u0131r: h\u0259r bir komandan\u0131n v\u0259 ya oyun\u00e7unun dinamik bir reytinq xal\u0131 var. Bu xal, onlar\u0131n n\u0259tic\u0259l\u0259rin\u0259 \u0259sas\u0259n daim d\u0259yi\u015fir. Qalib g\u0259ldikd\u0259 xal qazanars\u0131n\u0131z, m\u0259\u011flub olduqda is\u0259 itirirsiniz. Amma burada \u0259n vacib detal budur ki, itiril\u0259n v\u0259 ya qazan\u0131lan xallar\u0131n miqdar\u0131 r\u0259qibin g\u00fcc\u00fcnd\u0259n as\u0131l\u0131d\u0131r. G\u00fccl\u00fc bir komandaya qar\u015f\u0131 he\u00e7-he\u00e7\u0259 etm\u0259k, z\u0259if bir komandan\u0131 m\u0259\u011flub etm\u0259kd\u0259n daha \u00e7ox qiym\u0259tl\u0259ndirilir.<\/p>\n<h3>Az\u0259rbaycan Futbolunda Elo M\u0259ntiqi<\/h3>\n<p>Az\u0259rbaycan Premyer Liqas\u0131n\u0131 n\u0259z\u0259rd\u0259n ke\u00e7irs\u0259k, Elo sisteminin praktik t\u0259tbiqini g\u00f6rm\u0259k asand\u0131r. Tutaq ki, Neft\u00e7i PFK-n\u0131n y\u00fcks\u0259k, sabit bir Elo reytinqi var. \u018fg\u0259r Neft\u00e7i, reytinqc\u0259 a\u015fa\u011f\u0131da olan bir komanda il\u0259 oynay\u0131b qalib g\u0259ls\u0259, \u00e7ox az reytinq xal\u0131 qazanacaq. \u00c7\u00fcnki bu n\u0259tic\u0259 g\u00f6zl\u0259nil\u0259ndir. Amma \u0259g\u0259r h\u0259min a\u015fa\u011f\u0131 reytinqli komanda Neft\u00e7ini m\u0259\u011flub ets\u0259, bu, b\u00f6y\u00fck bir hadis\u0259 say\u0131lacaq v\u0259 a\u015fa\u011f\u0131 reytinqli komanda xeyli miqdarda xal qazanacaq, Neft\u00e7i is\u0259 \u00e7ox itir\u0259c\u0259k. Bu, liqada m\u00f6vs\u00fcm \u0259rzind\u0259 ba\u015f ver\u0259n “s\u00fcrpriz” n\u0259tic\u0259l\u0259rin statistik \u0259h\u0259miyy\u0259tini \u0259ks etdirir v\u0259 komandalar\u0131n formas\u0131n\u0131n nec\u0259 d\u0259yi\u015fdiyini izl\u0259m\u0259k \u00fc\u00e7\u00fcn \u0259la bir vasit\u0259dir.<\/p>\n<p>Reytinq hesablanmas\u0131 zaman\u0131 bir ne\u00e7\u0259 amil n\u0259z\u0259r\u0259 al\u0131n\u0131r:<\/p>\n<ul>\n<li>Oyunun n\u0259tic\u0259si: Q\u0259l\u0259b\u0259, m\u0259\u011flubiyy\u0259t v\u0259 ya he\u00e7-he\u00e7\u0259.<\/li>\n<li>G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259: \u0130ki komandan\u0131n cari Elo xallar\u0131na \u0259sas\u0259n riyazi olaraq hans\u0131 n\u0259tic\u0259nin daha ehtimal oldu\u011fu.<\/li>\n<li>Oyunun \u0259h\u0259miyy\u0259ti: Adi liqa oyunu, \u00e7empionlar liqas\u0131 mat\u00e7\u0131 v\u0259 ya milli komanda g\u00f6r\u00fc\u015f\u00fc kimi.<\/li>\n<li>Ev sah\u0259si \u00fcst\u00fcnl\u00fcy\u00fc: Evd\u0259 oynayan komandaya ad\u0259t\u0259n m\u00fc\u0259yy\u0259n bir xal bonusu verilir.<\/li>\n<\/ul>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar (xG) – Oyunun G\u0259l\u0259c\u0259yini Proqnozla\u015fd\u0131rmaq<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n Qollar, v\u0259 ya q\u0131saca xG, son on ilin \u0259n inqilabi futbol statistikas\u0131d\u0131r. O, sad\u0259c\u0259 vurulan qollar\u0131 deyil, vurula bil\u0259c\u0259k qollar\u0131 \u00f6l\u00e7\u00fcr. H\u0259r bir z\u0259rb\u0259, ke\u00e7irildiyi m\u00f6vqey\u0259, b\u0259d\u0259nin hans\u0131 hiss\u0259si il\u0259 vuruldu\u011funa, qolun qurulu\u015funa v\u0259 dig\u0259r onlarla d\u0259yi\u015f\u0259n\u0259 g\u00f6r\u0259 0 il\u0259 1 aras\u0131nda bir ehtimal d\u0259y\u0259ri al\u0131r. M\u0259s\u0259l\u0259n, penalti z\u0259rb\u0259sinin xG d\u0259y\u0259ri t\u0259xmin\u0259n 0.79-dur, y\u0259ni bel\u0259 bir f\u00fcrs\u0259td\u0259n qol vurma ehtimal\u0131 79%-dir. Uzaq m\u0259saf\u0259d\u0259n v\u0259 buca\u011f\u0131n dar oldu\u011fu bir z\u0259rb\u0259nin xG d\u0259y\u0259ri is\u0259 0.05 ola bil\u0259r.<\/p>\n<p>Bu metrik, Az\u0259rbaycan futbol analitikl\u0259ri v\u0259 azarke\u015fl\u0259ri \u00fc\u00e7\u00fcn d\u0259y\u0259rli bir al\u0259t\u0259 \u00e7evrilir. O, komandan\u0131n h\u00fccum effektivliyini daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Y\u00fcks\u0259k xG yarada bil\u0259n, amma vurmada problem ya\u015fayan bir komanda, texniki probleml\u0259ri oldu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r. \u018fksin\u0259, a\u015fa\u011f\u0131 xG il\u0259 \u00e7ox qol vuran bir komanda is\u0259 ya \u00e7ox s\u0259m\u0259r\u0259li oldu\u011funu, ya da q\u0131sa m\u00fcdd\u0259td\u0259 formas\u0131n\u0131n d\u00fc\u015f\u0259c\u0259yini g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<h3>xG-ni Az\u0259rbaycan Liqas\u0131nda T\u0259hlil Etm\u0259k<\/h3>\n<p>Premyer Liqam\u0131zda xG statistikalar\u0131na baxmaq maraql\u0131 m\u0259nz\u0259r\u0259 a\u00e7\u0131r. M\u0259s\u0259l\u0259n, bir komanda oyunda 2.8 xG yarad\u0131b, amca c\u0259mi 1 qol vura bilibs\u0259, bu, h\u00fccum x\u0259ttind\u0259 dayaq\u00e7\u0131da problem, qap\u0131\u00e7\u0131n\u0131n f\u00f6vq\u0259lad\u0259 \u00e7\u0131x\u0131\u015flar\u0131 v\u0259 ya sad\u0259c\u0259 u\u011fursuzluq ola bil\u0259r. Dig\u0259r t\u0259r\u0259fd\u0259n, 0.7 xG il\u0259 2 qol vuran komanda is\u0259 \u00f6z f\u00fcrs\u0259tl\u0259rind\u0259n maksimum s\u0259m\u0259r\u0259 il\u0259 istifad\u0259 edib. Bu, menecerl\u0259r\u0259 oyun strategiyas\u0131n\u0131 d\u0259yi\u015fdirm\u0259k, m\u0259\u015fql\u0259rd\u0259 hans\u0131 aspektl\u0259r\u0259 diqq\u0259t yetirm\u0259k laz\u0131m oldu\u011funu g\u00f6st\u0259rm\u0259k \u00fc\u00e7\u00fcn qiym\u0259tli m\u0259lumat verir. Hesabat d\u00f6vrl\u0259rind\u0259, klublar\u0131n performans\u0131n\u0131 qiym\u0259tl\u0259ndir\u0259rk\u0259n bu c\u00fcr d\u0259rin statistikalar getdikc\u0259 daha \u00e7ox istifad\u0259 olunur. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<table>\n<thead>\n<tr>\n<th>Z\u0259rb\u0259 N\u00f6v\u00fc<\/th>\n<th>T\u0259xmini xG D\u0259y\u0259ri<\/th>\n<th>\u0130zah\u0131 (Az\u0259rbaycan Kontekstind\u0259)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Penalti<\/td>\n<td>0.79<\/td>\n<td>Dem\u0259k olar ki, h\u0259r d\u0259f\u0259 qol g\u00f6zl\u0259nilir. Qap\u0131\u00e7\u0131n\u0131n \u00e7\u0131x\u0131\u015f\u0131 b\u00f6y\u00fck bacar\u0131q t\u0259l\u0259b edir.<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131ya yax\u0131n, a\u00e7\u0131q ba\u015f vuru\u015fu<\/td>\n<td>0.45<\/td>\n<td>Yax\u015f\u0131 haz\u0131rlanm\u0131\u015f korner v\u0259 ya s\u0259rb\u0259st vuru\u015fdan sonra yaranan f\u00fcrs\u0259t.<\/td>\n<\/tr>\n<tr>\n<td>C\u0259rim\u0259 meydan\u00e7as\u0131 daxilind\u0259n ayaqla vuru\u015f<\/td>\n<td>0.12<\/td>\n<td>Adi oyun zaman\u0131 yaranan standart f\u00fcrs\u0259t. Texnika v\u0259 sakitlik t\u0259l\u0259b edir.<\/td>\n<\/tr>\n<tr>\n<td>C\u0259rim\u0259 meydan\u00e7as\u0131 xaricind\u0259n uzaq m\u0259saf\u0259li z\u0259rb\u0259<\/td>\n<td>0.04<\/td>\n<td>Az\u0259rbaycan liqas\u0131nda tez-tez g\u00f6r\u00fcl\u0259n, lakin a\u015fa\u011f\u0131 ehtimall\u0131 z\u0259rb\u0259 n\u00f6v\u00fc.<\/td>\n<\/tr>\n<tr>\n<td>Buca\u011f\u0131n \u00e7ox dar oldu\u011fu v\u0259ziyy\u0259t<\/td>\n<td>0.02<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131 aldad\u0131b vurmaq \u00fc\u00e7\u00fcn y\u00fcks\u0259k f\u0259rdi bacar\u0131q laz\u0131md\u0131r.<\/td>\n<\/tr>\n<tr>\n<td>Bo\u015f qap\u0131ya vuru\u015f<\/td>\n<td>0.95+<\/td>\n<td>Dem\u0259k olar ki, z\u0259man\u0259tli qol. \u018fsas\u0259n kontrataklarda v\u0259 ya qap\u0131\u00e7\u0131n\u0131n s\u0259hvi n\u0259tic\u0259sind\u0259 yaran\u0131r.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Metrikalar\u0131 Birlikd\u0259 Oxumaq – Tam \u015e\u0259kli G\u00f6rm\u0259k<\/h2>\n<p>T\u0259k ba\u015f\u0131na n\u0259 Elo, n\u0259 d\u0259 xG tam h\u0259qiq\u0259ti g\u00f6st\u0259rmir. Onlar\u0131n g\u00fcc\u00fc birlikd\u0259 istifad\u0259 olunduqda ortaya \u00e7\u0131x\u0131r. G\u00fccl\u00fc bir Elo reytinqin\u0259 malik komanda (m\u0259s\u0259l\u0259n, Az\u0259rbaycan\u0131n Avropa kuboklar\u0131nda i\u015ftirak ed\u0259n n\u00fcmay\u0259nd\u0259si) ad\u0259t\u0259n oyunlarda y\u00fcks\u0259k xG yarad\u0131r v\u0259 r\u0259qibin\u0259 a\u015fa\u011f\u0131 xG f\u00fcrs\u0259tl\u0259ri verir. Bu, onlar\u0131n h\u0259m keyfiyy\u0259t, h\u0259m d\u0259 n\u0259zar\u0259t bax\u0131m\u0131ndan \u00fcst\u00fcn oldu\u011funu g\u00f6st\u0259rir. Lakin b\u0259z\u0259n, a\u015fa\u011f\u0131 Elo reytinqli bir komanda m\u00fc\u0259yy\u0259n bir oyunda y\u00fcks\u0259k xG yarada bil\u0259r. Bu, onlar\u0131n h\u0259min oyunda g\u00f6zl\u0259nil\u0259nd\u0259n daha yax\u015f\u0131 oynad\u0131\u011f\u0131n\u0131 v\u0259 ya qar\u015f\u0131 komandan\u0131n m\u00fcdafi\u0259 probleml\u0259ri oldu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<p>Az\u0259rbaycanda idman m\u00fczakir\u0259l\u0259rind\u0259 bu metrikalar\u0131 ba\u015fa d\u00fc\u015fm\u0259k, daha d\u0259rin v\u0259 m\u0259nal\u0131 analizl\u0259r aparma\u011fa k\u00f6m\u0259k edir. Sad\u0259c\u0259 xallar c\u0259dv\u0259lin\u0259 baxmaq \u0259v\u0259zin\u0259, “Bu komanda niy\u0259 yuxar\u0131dad\u0131r?” v\u0259 ya “Bu komanda niy\u0259 a\u015fa\u011f\u0131 d\u00fc\u015f\u00fcr?” suallar\u0131na daha elmi cavablar tapmaq olar. M\u0259s\u0259l\u0259n, liqan\u0131n ortalar\u0131nda yerl\u0259\u015f\u0259n bir komanda y\u00fcks\u0259k xG f\u0259rqi (yarad\u0131lan xG minus burax\u0131lan xG) g\u00f6st\u0259rirs\u0259, bu, onun g\u0259l\u0259c\u0259kd\u0259 daha yax\u015f\u0131 n\u0259tic\u0259l\u0259r \u0259ld\u0259 ed\u0259 bil\u0259c\u0259yinin \u0259lam\u0259ti ola bil\u0259r. \u018fksin\u0259, yuxar\u0131 yerd\u0259 olub a\u015fa\u011f\u0131 xG f\u0259rqin\u0259 malik komanda is\u0259 g\u0259l\u0259c\u0259kd\u0259 forma itir\u0259 bil\u0259r.<\/p>\n<h3>Reytinq Sisteml\u0259rind\u0259 Texnoloji \u0130nki\u015faf<\/h3>\n<p>Bu metrikalar\u0131n hesablanmas\u0131 son ill\u0259rd\u0259 komp\u00fcter g\u00f6rm\u0259si v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si say\u0259sind\u0259 inan\u0131lmaz d\u0259r\u0259c\u0259d\u0259 inki\u015faf etmi\u015fdir. Art\u0131q \u0259n\u0259n\u0259vi statistik operatorlar \u0259v\u0259zin, x\u00fcsusi proqram t\u0259minat\u0131 h\u0259r oyunu izl\u0259yir, h\u0259r bir toxunu\u015fu, h\u0259r\u0259k\u0259ti v\u0259 z\u0259rb\u0259ni qeyd\u0259 al\u0131r. Bu da daha d\u0259qiq v\u0259 z\u0259ngin m\u0259lumat bazas\u0131 yarad\u0131r. Az\u0259rbaycan klublar\u0131 da t\u0259dric\u0259n bu texnologiyalardan istifad\u0259 etm\u0259y\u0259 ba\u015flay\u0131r. Oyun\u00e7ular\u0131n transfer qiym\u0259tl\u0259ri, m\u00fcqavil\u0259 dan\u0131\u015f\u0131qlar\u0131 v\u0259 taktiki haz\u0131rl\u0131q bu m\u0259lumatlar \u0259sas\u0131nda apar\u0131la bil\u0259r. Bu, klublar\u0131n b\u00fcdc\u0259sini, m\u0259s\u0259l\u0259n, manatla ifad\u0259 olunan investisiyalar\u0131n\u0131 daha a\u011f\u0131ll\u0131 idar\u0259 etm\u0259sin\u0259 k\u00f6m\u0259k edir.<\/p>\n<ul>\n<li>Video analiz: B\u00fct\u00fcn oyun \u0259n ki\u00e7ik detallar\u0131na q\u0259d\u0259r avtomatik k\u0259\u015ffiyyat edilir.<\/li>\n<li>Oyun\u00e7u izl\u0259m\u0259 sisteml\u0259ri: GPS v\u0259 akselerometr kimi sensorlar oyun\u00e7unun y\u00fck\u00fcn\u00fc v\u0259 h\u0259r\u0259k\u0259t effektivliyini \u00f6l\u00e7\u00fcr.<\/li>\n<li>M\u0259lumatlar\u0131n birl\u0259\u015fdirilm\u0259si: Elo, xG, tops\u00fcr\u0259t\u0131, m\u0259saf\u0259 qa\u00e7ma kimi y\u00fczl\u0259rl\u0259 g\u00f6st\u0259rici bir araya g\u0259tiril\u0259r\u0259k kompleks modell\u0259r yarad\u0131l\u0131r.<\/li>\n<li>G\u0259nc talantlar\u0131n k\u0259\u015ffi: A\u015fa\u011f\u0131 liqalarda y\u00fcks\u0259k xG yaradan v\u0259 ya yax\u015f\u0131 statistikalar\u0131 olan g\u0259nc oyun\u00e7ular asanl\u0131qla m\u00fc\u0259yy\u0259n edil\u0259 bil\u0259r.<\/li>\n<li>Risk idar\u0259etm\u0259si: Oyun\u00e7unun al\u0131nmas\u0131 v\u0259 ya sat\u0131lmas\u0131 zaman\u0131 statistik m\u0259lumatlar investisiya riskini azaltmaq \u00fc\u00e7\u00fcn istifad\u0259 olunur.<\/li>\n<\/ul>\n<h2>Az\u0259rbaycan \u0130dman M\u0259d\u0259niyy\u0259tind\u0259 Statistik \u015e\u00fcur<\/h2>\n<p>Ke\u00e7mi\u015fd\u0259 idman dan\u0131\u015f\u0131qlar\u0131 \u0259sas\u0259n emosional v\u0259 subyektiv idi. Hal-haz\u0131rda is\u0259, x\u00fcsusil\u0259 g\u0259nc n\u0259slin aras\u0131nda, statistik m\u0259lumatlarla d\u0259st\u0259kl\u0259n\u0259n m\u00fczakir\u0259l\u0259r getdikc\u0259 daha populyarla\u015f\u0131r. Sosial media platformalar\u0131nda, yerli futbol icmalar\u0131nda Elo v\u0259 xG kimi terminl\u0259r\u0259 tez-tez rast g\u0259lm\u0259k olar. Bu, idman savadl\u0131l\u0131\u011f\u0131n\u0131n artd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259rir. Azarke\u015fl\u0259r art\u0131q komandalar\u0131n\u0131 v\u0259 oyun\u00e7ular\u0131n\u0131 daha d\u0259rind\u0259n ba\u015fa d\u00fc\u015fm\u0259k, onlar\u0131n g\u00fccl\u00fc v\u0259 z\u0259if t\u0259r\u0259fl\u0259rini r\u0259q\u0259ml\u0259rl\u0259 qiym\u0259tl\u0259ndirm\u0259k imkan\u0131 \u0259ld\u0259 edirl\u0259r.<\/p>\n<p>Bu, eyni zamanda, yerli media \u00fc\u00e7\u00fcn d\u0259 f\u00fcrs\u0259tdir. Televiziya yay\u0131mlar\u0131nda v\u0259 onlayn m\u0259qal\u0259l\u0259rd\u0259 bu d\u0259rin statistikalar\u0131n sad\u0259 v\u0259 ba\u015fa d\u00fc\u015f\u00fcl\u0259n dil\u0259 \u00e7evrilm\u0259si, izl\u0259yicil\u0259rin mara\u011f\u0131n\u0131 daha da art\u0131ra bil\u0259r. M\u0259s\u0259l\u0259n, milli komandam\u0131z\u0131n Avropa \u00e7empionat\u0131 se\u00e7m\u0259 m\u0259rh\u0259l\u0259sind\u0259ki oyunlar\u0131 t\u0259hlil ed\u0259rk\u0259n, t\u0259kc\u0259 topa sahiblik faizi deyil, h\u0259m d\u0259 y. For general context and terms, see <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a>.<\/p>\n<p>Bu, eyni zamanda, yerli media \u00fc\u00e7\u00fcn d\u0259 f\u00fcrs\u0259tdir. Televiziya yay\u0131mlar\u0131nda v\u0259 onlayn m\u0259qal\u0259l\u0259rd\u0259 bu d\u0259rin statistikalar\u0131n sad\u0259 v\u0259 ba\u015fa d\u00fc\u015f\u00fcl\u0259n dil\u0259 \u00e7evrilm\u0259si, izl\u0259yicil\u0259rin mara\u011f\u0131n\u0131 daha da art\u0131ra bil\u0259r. M\u0259s\u0259l\u0259n, milli komandam\u0131z\u0131n Avropa \u00e7empionat\u0131 se\u00e7m\u0259 m\u0259rh\u0259l\u0259sind\u0259ki oyunlar\u0131 t\u0259hlil ed\u0259rk\u0259n, t\u0259kc\u0259 topa sahiblik faizi deyil, h\u0259m d\u0259 yarad\u0131lan t\u0259hl\u00fck\u0259li anlar\u0131n say\u0131 v\u0259 keyfiyy\u0259ti kimi g\u00f6st\u0259ricil\u0259r d\u0259 \u0259sas g\u00f6t\u00fcr\u00fcl\u00fcr. Bu yana\u015fma idman m\u00fczakir\u0259l\u0259rinin s\u0259viyy\u0259sini y\u00fcks\u0259ldir.<\/p>\n<h3>G\u0259l\u0259c\u0259k Perspektivl\u0259r<\/h3>\n<p>Statistika v\u0259 analitikan\u0131n idmandak\u0131 rolu daim inki\u015faf edir. G\u0259l\u0259c\u0259kd\u0259 s\u00fcni intellekt v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 texnologiyalar\u0131 daha da d\u0259qiq proqnozlar v\u0259 f\u0259rdil\u0259\u015fdirilmi\u015f oyun\u00e7u performans modell\u0259ri yaratma\u011fa k\u00f6m\u0259k ed\u0259c\u0259k. Bu, t\u0259lim prosesl\u0259rini daha effektiv, oyun\u00e7ular\u0131n sa\u011flaml\u0131\u011f\u0131n\u0131 daha yax\u015f\u0131 qorunan v\u0259 klublar\u0131n strategiyalar\u0131n\u0131 daha u\u011furlu etm\u0259y\u0259 imkan ver\u0259c\u0259k. Texnologiyan\u0131n s\u00fcr\u0259tl\u0259 ir\u0259lil\u0259m\u0259si il\u0259 bu al\u0259tl\u0259r daha \u0259l\u00e7atan v\u0259 geni\u015f yay\u0131lm\u0131\u015f olacaq.<\/p>\n<p>\u00dcmumilikd\u0259, idman statistikas\u0131 art\u0131q sad\u0259 bir r\u0259q\u0259ml\u0259r toplusu deyil. O, idman\u0131n h\u0259r bir i\u015ftirak\u00e7\u0131s\u0131 \u00fc\u00e7\u00fcn d\u0259y\u0259rli bir q\u0259rar q\u0259bul etm\u0259 vasit\u0259sin\u0259 \u00e7evrilib. Bu inki\u015faf\u0131n davam etm\u0259si, idman\u0131n daha \u0259dal\u0259tli, \u015f\u0259ffaf v\u0259 maraql\u0131 olmas\u0131na k\u00f6m\u0259k ed\u0259c\u0259k.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo v\u0259 xG Reytinq Sisteml\u0259ri Nec\u0259 \u0130\u015fl\u0259yir \u0130dman T\u0259hlili \u00fc\u00e7\u00fcn Keyfiyy\u0259t Metrikalar\u0131n\u0131 Anlamaq – Az\u0259rbaycan Konteksti \u0130dman\u0131 izl\u0259m\u0259k v\u0259 onun haqq\u0131nda dan\u0131\u015fmaq \u00fcslubumuz r\u0259q\u0259ml\u0259r v\u0259 statistikalar say\u0259sind\u0259 k\u00f6kl\u00fc d\u0259yi\u015fikliy\u0259 u\u011fray\u0131b. Art\u0131q sad\u0259c\u0259 "kim qalib g\u0259ldi" deyil, "nec\u0259 qalib g\u0259ldi" sual\u0131 daha \u00e7ox maraq do\u011furur. Bu, Az\u0259rbaycanda da futbol m\u00fczakir\u0259l\u0259rind\u0259, \u015f\u0259xsi bloglarda v\u0259 media analizl\u0259rind\u0259 ayd\u0131n <a href=\"https:\/\/www.restaurantecedrus.com.br\/?p=49315\">…Continue Reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":54927,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-49315","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sem-categoria"],"_links":{"self":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/49315","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=49315"}],"version-history":[{"count":1,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/49315\/revisions"}],"predecessor-version":[{"id":49316,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/posts\/49315\/revisions\/49316"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=\/wp\/v2\/media\/54927"}],"wp:attachment":[{"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=49315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=49315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.restaurantecedrus.com.br\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=49315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}