{"id":40621,"date":"2026-03-21T08:28:11","date_gmt":"2026-03-21T05:28:11","guid":{"rendered":"https:\/\/museum.arabpuppettheatre.org\/?p=40621"},"modified":"2026-03-11T16:09:21","modified_gmt":"2026-03-11T13:09:21","slug":"rating-sistemleri-nec-islyir-elo-v-xg-thlili","status":"publish","type":"post","link":"https:\/\/museum.arabpuppettheatre.org\/index.php\/2026\/03\/21\/rating-sistemleri-nec-islyir-elo-v-xg-thlili\/","title":{"rendered":"Rating Sistemleri Nec\u0259 \u0130\u015fl\u0259yir – Elo v\u0259 xG T\u0259hlili"},"content":{"rendered":"Rating Sistemleri Nec\u0259 \u0130\u015fl\u0259yir – Elo v\u0259 xG T\u0259hlili<\/title><\/p>\n<h1>Az\u0259rbaycanda Reytinq Metrikalar\u0131 – R\u0259q\u0259ml\u0259ri Anlamaq v\u0259 \u015e\u0259rh Etm\u0259k<\/h1>\n<p>\u0130dman t\u0259hlili v\u0259 oyun keyfiyy\u0259tinin qiym\u0259tl\u0259ndirilm\u0259si d\u00fcnyas\u0131nda r\u0259q\u0259ml\u0259r getdikc\u0259 daha m\u00fch\u00fcm rol oynay\u0131r. Az\u0259rbaycan futbol p\u0259r\u0259sti\u015fkar\u0131 v\u0259 analitikl\u0259ri d\u0259 tez-tez Elo reytinqi, g\u00f6zl\u0259nil\u0259n qollar (xG) kimi anlay\u0131\u015flarla qar\u015f\u0131la\u015f\u0131r. Bu r\u0259q\u0259msal g\u00f6st\u0259ricil\u0259r n\u0259 q\u0259d\u0259r faydal\u0131d\u0131r v\u0259 onlar\u0131 nec\u0259 d\u00fczg\u00fcn \u015f\u0259rh etm\u0259k olar? Bu t\u0259limatda, bu sisteml\u0259rin i\u015f prinsipl\u0259rini, onlar\u0131n g\u00fccl\u00fc v\u0259 z\u0259if t\u0259r\u0259fl\u0259rini, h\u0259m\u00e7inin Az\u0259rbaycan Premyer Liqas\u0131 kontekstind\u0259 t\u0259tbiqini add\u0131m-add\u0131m izah ed\u0259c\u0259yik. M\u0259s\u0259l\u0259n, <a href=\"https:\/\/pinco-casino-az.org\/\">https:\/\/pinco-casino-az.org\/<\/a> kimi platformalarda bel\u0259 analitikan\u0131n t\u0259tbiqi haqq\u0131nda m\u0259lumat tapmaq m\u00fcmk\u00fcnd\u00fcr, lakin burada biz ancaq \u00fcmumi metrikalara diqq\u0259t yetir\u0259c\u0259yik.<\/p>\n<h2>Elo Reytinq Sistemi – Riyazi D\u0259qiqlik<\/h2>\n<p>Elo reytinq sistemi ilk n\u00f6vb\u0259d\u0259 \u015fahmat \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015f olsa da, indi futbol, basketbol v\u0259 dig\u0259r idman n\u00f6vl\u0259rind\u0259 komanda v\u0259 ya \u015f\u0259xsin g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn geni\u015f istifad\u0259 olunur. Sistemin \u0259sas ideyas\u0131 sad\u0259dir: h\u0259r bir komandan\u0131n dinamik bir reytinq xal\u0131 var v\u0259 bu xal oyunun n\u0259tic\u0259sin\u0259 g\u00f6r\u0259 d\u0259yi\u015fir. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 il\u0259 faktiki n\u0259tic\u0259 aras\u0131ndak\u0131 f\u0259rq reytinq d\u0259yi\u015fikliyini m\u00fc\u0259yy\u0259n edir.<\/p>\n<p>Az\u0259rbaycan komandalar\u0131n\u0131n beyn\u0259lxalq reytinql\u0259rd\u0259ki m\u00f6vqeyini ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn bu sistem vacibdir. M\u0259s\u0259l\u0259n, UEFA \u00e7empionlar liqas\u0131nda i\u015ftirak ed\u0259n komandalar\u0131n qar\u015f\u0131la\u015fmalar\u0131n\u0131n n\u0259tic\u0259l\u0259ri onlar\u0131n reytinq xallar\u0131n\u0131 birba\u015fa t\u0259sir edir. Bu, \u00f6lk\u0259 \u0259msal\u0131n\u0131n hesablanmas\u0131 il\u0259 d\u0259 \u0259laq\u0259lidir.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Add\u0131mlar\u0131<\/h3>\n<p>Bir komandan\u0131n yeni reytinqini hesablamaq \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 add\u0131mlar\u0131 yerin\u0259 yetirm\u0259k laz\u0131md\u0131r.<\/p>\n<ol>\n<li>H\u0259r iki komandan\u0131n cari reytinq xallar\u0131n\u0131 m\u00fc\u0259yy\u0259n edin.<\/li>\n<li>G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259ni hesablay\u0131n. Bu, 1 \/ (1 + 10^((R\u0259qib reytinqi – Komanda reytinqi)\/400)) d\u00fcsturu il\u0259 tap\u0131l\u0131r.<\/li>\n<li>Oyun n\u0259tic\u0259sini r\u0259q\u0259ml\u0259\u015fdirin: q\u0259l\u0259b\u0259 \u00fc\u00e7\u00fcn 1, he\u00e7-he\u00e7\u0259 \u00fc\u00e7\u00fcn 0.5, m\u0259\u011flubiyy\u0259t \u00fc\u00e7\u00fcn 0.<\/li>\n<li>Reytinq d\u0259yi\u015fikliyini hesablay\u0131n: Xal d\u0259yi\u015fikliyi = K * (Faktiki n\u0259tic\u0259 – G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259).<\/li>\n<li>K \u0259msal\u0131 oyunun \u0259h\u0259miyy\u0259tind\u0259n as\u0131l\u0131d\u0131r (ad\u0259t\u0259n 20 il\u0259 60 aras\u0131nda d\u0259yi\u015fir).<\/li>\n<li>Yeni reytinq = K\u00f6hn\u0259 reytinq + Xal d\u0259yi\u015fikliyi.<\/li>\n<li>Sistem zamanla komandan\u0131n sabit g\u00fcc s\u0259viyy\u0259sini \u0259ks etdirm\u0259y\u0259 meyllidir.<\/li>\n<li>Beyn\u0259lxalq turnirl\u0259rd\u0259 K \u0259msal\u0131 daha y\u00fcks\u0259k ola bil\u0259r.<\/li>\n<li>Ev sah\u0259sind\u0259ki \u00fcst\u00fcnl\u00fck \u00fc\u00e7\u00fcn b\u0259zi modell\u0259rd\u0259 reytinq\u0259 m\u00fc\u0259yy\u0259n xal \u0259lav\u0259 olunur.<\/li>\n<li>Reytinq xallar\u0131n\u0131n ilkin d\u0259y\u0259ri ad\u0259t\u0259n tarixi n\u0259tic\u0259l\u0259r \u0259sas\u0131nda t\u0259yin olunur.<\/li>\n<\/ol>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar (xG) – Oyunun Gizli Hekay\u0259si<\/h2>\n<p>xG metriki, m\u00fc\u0259yy\u0259n bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 statistik model \u0259sas\u0131nda qiym\u0259tl\u0259ndirir. Bu, yaln\u0131z hesab\u0131 deyil, oyunun keyfiyy\u0259tini v\u0259 yarad\u0131lan f\u00fcrs\u0259tl\u0259ri t\u0259hlil etm\u0259y\u0259 imkan verir. Model z\u0259rb\u0259nin m\u0259saf\u0259si, buca\u011f\u0131, ayaq v\u0259 ya ba\u015fla vurulmas\u0131, qar\u015f\u0131dak\u0131 m\u00fcdafi\u0259\u00e7il\u0259rin say\u0131 kimi minl\u0259rl\u0259 tarixi oyun m\u0259lumat\u0131n\u0131 n\u0259z\u0259r\u0259 al\u0131r.<\/p>\n<p>Az\u0259rbaycan futbolunda xG t\u0259hlili komandalar\u0131n h\u00fccum effektivliyini daha d\u0259rin ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn faydal\u0131 ola bil\u0259r. M\u0259s\u0259l\u0259n, bir komanda az sayda z\u0259rb\u0259 il\u0259 \u00e7ox qol vura bil\u0259r, lakin y\u00fcks\u0259k xG d\u0259y\u0259ri olan \u00e7oxlu f\u00fcrs\u0259tl\u0259ri d\u0259qiql\u0259\u015fdir\u0259 bilm\u0259z. Bu, m\u0259\u015fq\u00e7il\u0259r\u0259 m\u0259\u015fq prosesind\u0259 \u00fcz\u0259rind\u0259 i\u015fl\u0259m\u0259li olduqlar\u0131 z\u0259if t\u0259r\u0259fl\u0259ri g\u00f6st\u0259r\u0259 bil\u0259r. M\u00f6vzu \u00fczr\u0259 \u00fcmumi kontekst \u00fc\u00e7\u00fcn <a href=\"https:\/\/en.wikipedia.org\/wiki\/Expected_goals\">expected goals explained<\/a> m\u0259nb\u0259sin\u0259 baxa bil\u0259rsiniz.<\/p>\n<ul>\n<li>xG d\u0259y\u0259ri 0 il\u0259 1 aras\u0131nda d\u0259yi\u015fir. 0.15 xG dem\u0259k, h\u0259min tipli z\u0259rb\u0259l\u0259rin 100-d\u0259n 15-i ad\u0259t\u0259n qola \u00e7evrilir.<\/li>\n<li>Penalti z\u0259rb\u0259l\u0259ri t\u0259xmin\u0259n 0.76 xG d\u0259y\u0259rin\u0259 malikdir, y\u0259ni \u00e7ox y\u00fcks\u0259k ehtimal.<\/li>\n<li>Qap\u0131ya yax\u0131n m\u0259saf\u0259d\u0259n v\u0259 yax\u015f\u0131 bucaqdan vurulan z\u0259rb\u0259l\u0259rin xG-si daha y\u00fcks\u0259k olur.<\/li>\n<li>M\u00fcdafi\u0259\u00e7il\u0259rin qar\u015f\u0131s\u0131n\u0131n al\u0131nmas\u0131 xG d\u0259y\u0259rini a\u015fa\u011f\u0131 salan amill\u0259rd\u0259ndir.<\/li>\n<li>Statistik modell\u0259r h\u0259r liqa \u00fc\u00e7\u00fcn ayr\u0131ca haz\u0131rlana bil\u0259r, \u00e7\u00fcnki liqalar\u0131n oyun t\u0259rzl\u0259ri f\u0259rqlidir.<\/li>\n<li>xG metriki h\u0259m f\u0259rdi oyun\u00e7ular\u0131n, h\u0259m d\u0259 b\u00fct\u00f6v komandan\u0131n performans\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 olunur.<\/li>\n<li>Bir oyun \u00fc\u00e7\u00fcn \u00fcmumi xG (komandan\u0131n yaratd\u0131\u011f\u0131 b\u00fct\u00fcn f\u00fcrs\u0259tl\u0259rin c\u0259mi) tez-tez hesabdan daha \u0259h\u0259miyy\u0259tli g\u00f6st\u0259rici say\u0131l\u0131r.<\/li>\n<\/ul>\n<h2>R\u0259q\u0259ml\u0259rin D\u00fczg\u00fcn \u015e\u0259rh Edilm\u0259si – Konteksin \u018fh\u0259miyy\u0259ti<\/h2>\n<p>H\u0259r hans\u0131 bir statistik g\u00f6st\u0259rici, o c\u00fcml\u0259d\u0259n Elo v\u0259 xG, kontekstd\u0259n k\u0259narda \u015f\u0259rh edildikd\u0259 yanl\u0131\u015f n\u0259tic\u0259l\u0259r\u0259 g\u0259tirib \u00e7\u0131xara bil\u0259r. R\u0259q\u0259ml\u0259r k\u00f6m\u0259k\u00e7i vasit\u0259dir, lakin onlar oyunun b\u00fct\u00fcn detallar\u0131n\u0131 \u0259ks etdirmir. Az\u0259rbaycan futbolunun spesifik x\u00fcsusiyy\u0259tl\u0259ri – m\u0259s\u0259l\u0259n, g\u0259nc yerli oyun\u00e7ular\u0131n \u00e7oxlu\u011fu, m\u00f6vs\u00fcmd\u0259n as\u0131l\u0131 olaraq oyun keyfiyy\u0259tinin d\u0259yi\u015fm\u0259si – bu metrikalar\u0131n \u015f\u0259rhin\u0259 t\u0259sir g\u00f6st\u0259rir.<\/p>\n<p><img src=\"https:\/\/aviator-azerbaijan.net\/wp-content\/uploads\/2025\/06\/pinco-aviator-oynamaga-nec-baslamaq-olar.webp\" alt=\"https:\/\/pinco-casino-az.org\/\" loading=\"lazy\"><\/p>\n<p>M\u0259s\u0259l\u0259n, Az\u0259rbaycan Premyer Liqas\u0131nda x\u00fcsusi bir komandan\u0131n a\u015fa\u011f\u0131 Elo reytinqi ola bil\u0259r, lakin bu, onun yerli \u00e7empionatda g\u00fccl\u00fc r\u0259qibl\u0259r\u0259 qar\u015f\u0131 s\u0259rt v\u0259 t\u0259\u015fkilatl\u0131 m\u00fcdafi\u0259 oynaya bilm\u0259y\u0259c\u0259yi dem\u0259k deyil. Eynil\u0259, a\u015fa\u011f\u0131 xG il\u0259 q\u0259l\u0259b\u0259 qazanmaq “\u015fans” kimi qiym\u0259tl\u0259ndiril\u0259 bil\u0259r, lakin bu, komandan\u0131n y\u00fcks\u0259k s\u0259viyy\u0259li m\u00fcdafi\u0259 v\u0259 kontratak strategiyas\u0131n\u0131n n\u0259tic\u0259si d\u0259 ola bil\u0259r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metod<\/th>\n<th>G\u00fccl\u00fc T\u0259r\u0259fl\u0259ri<\/th>\n<th>Z\u0259if T\u0259r\u0259fl\u0259ri<\/th>\n<th>Az\u0259rbaycan Kontekstind\u0259 N\u00fcanslar<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Elo Reytinqi<\/td>\n<td>Uzunm\u00fcdd\u0259tli trendl\u0259ri g\u00f6st\u0259rir, m\u00fcqayis\u0259li t\u0259hlili asanla\u015fd\u0131r\u0131r.<\/td>\n<td>Komandan\u0131n cari formas\u0131n\u0131 v\u0259 oyun\u00e7ular\u0131n saxlanmas\u0131n\u0131 birba\u015fa \u0259ks etdirmir.<\/td>\n<td>Beyn\u0259lxalq turnirl\u0259rd\u0259 tez-tez i\u015ftirak etm\u0259y\u0259n komandalar\u0131n reytinqi daha yava\u015f d\u0259yi\u015fir.<\/td>\n<\/tr>\n<tr>\n<td>xG (G\u00f6zl\u0259nil\u0259n Qollar)<\/td>\n<td>Oyunun keyfiyy\u0259tini v\u0259 f\u00fcrs\u0259tl\u0259rin effektivliyini \u00f6l\u00e7\u00fcr, qol say\u0131ndan daha informativdir.<\/td>\n<td>Oyun\u00e7unun f\u0259rdi bacar\u0131\u011f\u0131n\u0131 (m\u0259s\u0259l\u0259n, driblinq) v\u0259 m\u00fcdafi\u0259 t\u0259\u015fkilat\u0131n\u0131 tam \u0259ks etdirmir.<\/td>\n<td>Yerli liqada toplanan m\u0259lumat bazas\u0131 beyn\u0259lxalq s\u0259viyy\u0259d\u0259n f\u0259rqli ola bil\u0259r, modelin d\u0259qiqliyi t\u0259sirl\u0259n\u0259 bil\u0259r.<\/td>\n<\/tr>\n<tr>\n<td>\u00dcmumi Oyun Statistikalar\u0131 (Z\u0259rb\u0259, Faullar)<\/td>\n<td>Oyunun \u00fcmumi gedi\u015fat\u0131 haqq\u0131nda ilkin t\u0259s\u0259vv\u00fcr yarad\u0131r, \u0259l\u00e7atand\u0131r.<\/td>\n<td>Z\u0259rb\u0259l\u0259rin keyfiyy\u0259tini v\u0259 t\u0259hl\u00fck\u0259liliyini f\u0259rql\u0259ndirmir, yan\u0131ld\u0131c\u0131 ola bil\u0259r.<\/td>\n<td>Yerli liqada oyun tempinin v\u0259 texniki s\u0259viyy\u0259nin d\u0259yi\u015fk\u0259nliyi statistikalar\u0131 t\u0259sir edir.<\/td>\n<\/tr>\n<tr>\n<td>Oyun\u00e7u Qiym\u0259tl\u0259ndirm\u0259 Sisteml\u0259ri<\/td>\n<td>F\u0259rdi performans\u0131 r\u0259q\u0259ml\u0259\u015fdirir, transfer bazar\u0131nda istinad n\u00f6qt\u0259si ola bil\u0259r.<\/td>\n<td>Subyektiv amill\u0259rd\u0259n t\u0259sirl\u0259n\u0259 bil\u0259r, komanda taktikas\u0131ndak\u0131 rolu tam \u0259ks etdirm\u0259y\u0259 bil\u0259r.<\/td>\n<td>Yerli liqada beyn\u0259lxalq skautlar\u0131n diqq\u0259t m\u0259rk\u0259zind\u0259 olan g\u0259nc istedadlar \u00fc\u00e7\u00fcn daha aktuald\u0131r.<\/td>\n<\/tr>\n<tr>\n<td>Komanda Balans\u0131 Metrikalar\u0131<\/td>\n<td>H\u00fccum v\u0259 m\u00fcdafi\u0259 aras\u0131ndak\u0131 tarazl\u0131\u011f\u0131 g\u00f6st\u0259rir, uzunm\u00fcdd\u0259tli strategiya \u00fc\u00e7\u00fcn faydal\u0131d\u0131r.<\/td>\n<td>T\u0259k oyunun spesifik hadis\u0259l\u0259rini (q\u0131rm\u0131z\u0131 v\u0259r\u0259q\u0259, penalti) n\u0259z\u0259r\u0259 alm\u0131r.<\/td>\n<td>Ki\u00e7ik bir liqada komandalar\u0131n hey\u0259t d\u0259yi\u015fikliyi tez-tez ba\u015f verir, bu da balans metrikalar\u0131n\u0131 tez-tez d\u0259yi\u015fdirir.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Az\u0259rbaycan Futbolunda Metrikalardan \u0130stifad\u0259<\/h2>\n<p>Az\u0259rbaycanda idman analitikas\u0131 inki\u015faf etm\u0259kd\u0259dir. Art\u0131q bir \u00e7ox yerli analitikl\u0259r v\u0259 h\u0259v\u0259skar p\u0259r\u0259sti\u015fkar qruplar\u0131 sosial mediada v\u0259 x\u00fcsusi platformalarda Elo, xG kimi g\u00f6st\u0259ricil\u0259rd\u0259n istifad\u0259 ed\u0259r\u0259k Premyer Liqa oyunlar\u0131n\u0131 t\u0259hlil edirl\u0259r. Bu, futbol m\u00fczakir\u0259l\u0259rinin s\u0259viyy\u0259sini qol say\u0131ndan daha d\u0259rin s\u0259viyy\u0259y\u0259 qald\u0131rma\u011fa k\u00f6m\u0259k edir.<\/p>\n<p><img src=\"https:\/\/pincocasino.co\/wp-content\/uploads\/2024\/12\/Cashback.webp\" alt=\"https:\/\/pinco-casino-az.org\/\" loading=\"lazy\"><\/p>\n<p>Lakin, yerli liqa \u00fc\u00e7\u00fcn x\u00fcsusi olaraq kalibrl\u0259\u015fmi\u015f statistik modell\u0259rin olmamas\u0131 b\u0259zi \u00e7\u0259tinlikl\u0259r yarad\u0131r. Beyn\u0259lxalq modell\u0259r \u0259sas\u0259n Avropan\u0131n apar\u0131c\u0131 liqalar\u0131n\u0131n m\u0259lumatlar\u0131 il\u0259 i\u015fl\u0259yir. Buna g\u00f6r\u0259 d\u0259, Az\u0259rbaycan oyunlar\u0131n\u0131n xG d\u0259y\u0259rl\u0259ri \u015f\u0259rh edil\u0259rk\u0259n ehtiyatl\u0131 olmaq laz\u0131md\u0131r. M\u0259s\u0259l\u0259n, liqam\u0131zda m\u00fcdafi\u0259 x\u0259ttinin m\u00f6vqeyi v\u0259 qap\u0131\u00e7\u0131lar\u0131n reaksiya s\u00fcr\u0259ti f\u0259rqli ola bil\u0259r, bu da modelin d\u0259qiqliyin\u0259 t\u0259sir g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<h3>Analitik T\u0259f\u0259kk\u00fcr\u00fc \u0130nki\u015faf Etdirm\u0259k \u00dc\u00e7\u00fcn Add\u0131mlar<\/h3>\n<p>\u0130st\u0259r p\u0259r\u0259sti\u015fkar, ist\u0259rs\u0259 d\u0259 pe\u015f\u0259kar m\u0259\u015fq\u00e7i kimi, r\u0259q\u0259msal metrikalar\u0131 daha yax\u015f\u0131 ba\u015fa d\u00fc\u015fm\u0259k v\u0259 t\u0259tbiq etm\u0259k \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 yana\u015fma t\u00f6vsiy\u0259 olunur.<\/p>\n<ol>\n<li>\u00d6yr\u0259nm\u0259k ist\u0259diyiniz \u0259sas metrikan\u0131 se\u00e7in (m\u0259s\u0259l\u0259n, Elo v\u0259 ya xG).<\/li>\n<li>Onun nec\u0259 hesabland\u0131\u011f\u0131n\u0131 v\u0259 hans\u0131 amill\u0259rd\u0259n t\u0259sirl\u0259ndiyini \u00f6yr\u0259nin.<\/li>\n<li>Bu metrikan\u0131 t\u0259k bir oyunda deyil, bir ne\u00e7\u0259 oyun v\u0259 ya b\u00fct\u00f6v m\u00f6vs\u00fcm \u00fczr\u0259 izl\u0259yin.<\/li>\n<li>Metrikan\u0131 h\u0259mi\u015f\u0259 vizual m\u00fc\u015fahid\u0259 il\u0259 birl\u0259\u015fdirin – r\u0259q\u0259ml\u0259r oyunun \u0259v\u0259zin\u0259 ke\u00e7m\u0259m\u0259lidir.<\/li>\n<li>M\u00fcxt\u0259lif m\u0259nb\u0259l\u0259rd\u0259n eyni metrikaya dair m\u0259lumatlar\u0131 m\u00fcqayis\u0259 edin, \u00e7\u00fcnki hesablama \u00fcsullar\u0131 f\u0259rqli ola bil\u0259r.<\/li>\n<li>Yerli futbolun spesifikas\u0131n\u0131 n\u0259z\u0259r\u0259 al\u0131n (m\u0259s\u0259l\u0259n, hava \u015f\u0259raiti, azarke\u015f d\u0259st\u0259yi).<\/li>\n<li>Metrikan\u0131n proqnoz qabiliyy\u0259tini yoxlay\u0131n – hans\u0131 hallarda d\u00fczg\u00fcn, hans\u0131 hallarda yan\u0131ld\u0131.<\/li>\n<li>Dig\u0259r g\u00f6st\u0259ricil\u0259rl\u0259 birlikd\u0259 \u015f\u0259rh edin (m\u0259s\u0259l\u0259n, Elo il\u0259 birlikd\u0259 komandan\u0131n cari yaralanma siyah\u0131s\u0131na bax\u0131n).<\/li>\n<li>\u00d6z sad\u0259 statistik m\u00fc\u015fahid\u0259l\u0259rinizi aparma\u011fa \u00e7al\u0131\u015f\u0131n.<\/li>\n<li>M\u00fczakir\u0259l\u0259rd\u0259 metrikalardan d\u0259lil kimi istifad\u0259 ed\u0259rk\u0259n onun m\u0259hdudiyy\u0259tl\u0259rini d\u0259 qeyd edin.<\/li>\n<\/ol>\n<h2>G\u0259l\u0259c\u0259k Trendl\u0259r – Ma\u015f\u0131n \u00d6yr\u0259nm\u0259si v\u0259 Daha D\u0259rin Analitika<\/h2>\n<p>\u0130dman analitikas\u0131n\u0131n g\u0259l\u0259c\u0259yi ma\u015f\u0131n \u00f6yr\u0259nm\u0259si v\u0259 m\u00fcr\u0259kk\u0259b al<\/p>\n<p>Bu texnologiyalar art\u0131q b\u0259zi klublar\u0131n skautluq \u015f\u0259b\u0259k\u0259l\u0259rind\u0259 v\u0259 oyun t\u0259hlili sisteml\u0259rind\u0259 t\u0259tbiq olunur. Onlar oyun\u00e7ular\u0131n h\u0259r\u0259k\u0259t m\u0259lumatlar\u0131n\u0131 emal ed\u0259r\u0259k, m\u0259\u015fq\u00e7il\u0259r\u0259 taktiki q\u0259rarlar q\u0259bul etm\u0259k \u00fc\u00e7\u00fcn daha d\u0259qiq m\u0259lumatlar t\u0259qdim ed\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, komandan\u0131n m\u00fcdafi\u0259 x\u0259ttind\u0259ki z\u0259if n\u00f6qt\u0259l\u0259ri avtomatik a\u015fkar etm\u0259k v\u0259 ya r\u0259qib komandan\u0131n \u0259n t\u0259hl\u00fck\u0259li h\u00fccum variantlar\u0131n\u0131 proqnozla\u015fd\u0131rmaq m\u00fcmk\u00fcn olur.<\/p>\n<p>Az\u0259rbaycanda bu c\u00fcr sisteml\u0259rin t\u0259dric\u0259n yay\u0131lmas\u0131 g\u00f6zl\u0259nilir. Lakin, onlar\u0131n effektivliyi h\u0259mi\u015f\u0259 y\u00fcks\u0259k keyfiyy\u0259tli m\u0259lumatlar\u0131n m\u00f6vcudlu\u011fundan as\u0131l\u0131d\u0131r. Sensorlar\u0131n d\u0259qiqliyi, m\u0259lumatlar\u0131n emal\u0131 \u00fc\u00e7\u00fcn laz\u0131mi infrastruktur v\u0259 ixtisasl\u0131 m\u00fct\u0259x\u0259ssisl\u0259rin olmas\u0131 bu prosesi s\u00fcr\u0259tl\u0259ndir\u0259c\u0259k \u0259sas amill\u0259rdir.<\/p>\n<p>\u00dcmumilikd\u0259, r\u0259q\u0259msal analitika futbolun ba\u015fa d\u00fc\u015f\u00fclm\u0259sini d\u0259yi\u015fdirir. O, emosional m\u00fclahiz\u0259l\u0259ri \u0259v\u0259z etmir, lakin onlar\u0131 d\u0259qiq m\u0259lumatlarla tamamlay\u0131r. Bu yana\u015fman\u0131n inki\u015faf\u0131 futbolun h\u0259m yerli, h\u0259m d\u0259 beyn\u0259lxalq s\u0259viyy\u0259d\u0259 daha maraql\u0131 v\u0259 proqnozla\u015fd\u0131r\u0131la bil\u0259n bir idman n\u00f6v\u00fcn\u0259 \u00e7evrilm\u0259sin\u0259 k\u00f6m\u0259k ed\u0259c\u0259k. Q\u0131sa v\u0259 neytral istinad \u00fc\u00e7\u00fcn <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a> m\u0259nb\u0259sin\u0259 bax\u0131n.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Rating Sistemleri Nec\u0259 \u0130\u015fl\u0259yir – Elo v\u0259 xG T\u0259hlili Az\u0259rbaycanda Reytinq Metrikalar\u0131 – R\u0259q\u0259ml\u0259ri Anlamaq v\u0259 \u015e\u0259rh Etm\u0259k \u0130dman t\u0259hlili v\u0259 oyun keyfiyy\u0259tinin qiym\u0259tl\u0259ndirilm\u0259si d\u00fcnyas\u0131nda r\u0259q\u0259ml\u0259r getdikc\u0259 daha m\u00fch\u00fcm rol oynay\u0131r. Az\u0259rbaycan futbol p\u0259r\u0259sti\u015fkar\u0131 v\u0259 analitikl\u0259ri d\u0259 tez-tez Elo reytinqi, g\u00f6zl\u0259nil\u0259n qollar (xG) kimi anlay\u0131\u015flarla qar\u015f\u0131la\u015f\u0131r. Bu r\u0259q\u0259msal g\u00f6st\u0259ricil\u0259r n\u0259 q\u0259d\u0259r faydal\u0131d\u0131r v\u0259 onlar\u0131 nec\u0259 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/posts\/40621"}],"collection":[{"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/comments?post=40621"}],"version-history":[{"count":1,"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/posts\/40621\/revisions"}],"predecessor-version":[{"id":40622,"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/posts\/40621\/revisions\/40622"}],"wp:attachment":[{"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/media?parent=40621"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/categories?post=40621"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/museum.arabpuppettheatre.org\/index.php\/wp-json\/wp\/v2\/tags?post=40621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}