{"id":55124,"date":"2026-03-02T08:13:54","date_gmt":"2026-03-02T08:13:54","guid":{"rendered":"https:\/\/insancare.org\/?p=55124"},"modified":"2026-03-03T19:47:21","modified_gmt":"2026-03-03T19:47:21","slug":"elo-ve-xg-reytinq-sistemleri-azerbaycanda-keyfiyyet-metrikleri","status":"publish","type":"post","link":"https:\/\/insancare.org\/en\/elo-ve-xg-reytinq-sistemleri-azerbaycanda-keyfiyyet-metrikleri","title":{"rendered":"Elo ve xG Reytinq Sistemleri – Azerbaycanda Keyfiyyet Metrikleri"},"content":{"rendered":"Elo ve xG Reytinq Sistemleri – Azerbaycanda Keyfiyyet Metrikleri<\/title><\/p>\n<h1>Idman T\u0259hlilind\u0259 Reytinq Sistemleri – Elo, xG ve Keyfiyyetin Izah\u0131<\/h1>\n<p>Salam! Idman musahibelerinde ve analizlerinde tez-tez "Elo reytinqi", "xG deyeri" ve ya "komanda keyfiyyeti" kimi ifadeler esidirik. Bu reqemler ne demekdir ve onlari Azerbaycan idman kontekstinde nece anlamaq ve istifade etmek olar? Bu yazida, bu murakkeb metrikleri sad\u0259 ve dostane bir dille ac\u0131qlayacag, onlar\u0131n tarixine, teknologiyas\u0131na ve lokal futbolumuza nece tetbiq oluna bileceyine baxacag. Unutmay\u0131n ki, bu, yaln\u0131z bir m\u0259lumat m\u0259nb\u0259sidir ve daha geni\u015f ara\u015fd\u0131rma \u00fc\u00e7\u00fcn <a href=\"https:\/\/marmaralandscaping.com\/\">https:\/\/marmaralandscaping.com\/<\/a> kimi m\u00fcxt\u0259lif resurslardan istifad\u0259 ed\u0259 bil\u0259rsiniz. G\u0259lin, bu r\u0259q\u0259ml\u0259rin arxas\u0131nda duran m\u0259ntiqi birlikd\u0259 k\u0259\u015ff ed\u0259k.<\/p>\n<h2>Elo Reytinq Sistemi – Idman Qar\u015f\u0131la\u015fmalar\u0131n\u0131n Riyazi Proqnozu<\/h2>\n<p>Elo reytinq sistemi, ilk olaraq 1960-c\u0131 ill\u0259rd\u0259 AB\u015e-l\u0131 fizik Arpad Elo t\u0259r\u0259find\u0259n \u015fahmat oyun\u00e7ular\u0131n\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015fd\u0131r. Sistem, zamanla idman\u0131n dig\u0259r n\u00f6vl\u0259rin\u0259, x\u00fcsusil\u0259 d\u0259 futbola uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015fd\u0131r. \u018fsas ideya sad\u0259dir: h\u0259r bir komanda v\u0259 ya oyun\u00e7uya ilkin bir reytinq bal\u0131 verilir. Qalibiyy\u0259t, he\u00e7-he\u00e7\u0259 v\u0259 m\u0259\u011flubiyy\u0259t n\u0259tic\u0259l\u0259rin\u0259 g\u00f6r\u0259 bu bal art\u0131r v\u0259 ya azal\u0131r. Lakin, burada maraql\u0131 olan, g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259nin hesablanmas\u0131d\u0131r. M\u0259s\u0259l\u0259n, daha y\u00fcks\u0259k Elo reytinqin\u0259 malik komanda qalib g\u0259lm\u0259li oldu\u011fu halda, az bal qazanar; \u0259ksin\u0259, a\u015fa\u011f\u0131 reytinqli komanda qalib g\u0259l\u0259rs\u0259, \u00e7ox bal qazanar. Bu, sistemin dinamik v\u0259 \u0259dal\u0259tli olmas\u0131n\u0131 t\u0259min edir.<\/p>\n<h3>Elo Sisteminin Azerbaycan Futbolunda Tetbiqi<\/h3>\n<p>Azerbaycan Premyer Liqas\u0131nda komandalar\u0131n performans\u0131n\u0131 m\u00fcqayis\u0259 etm\u0259k \u00fc\u00e7\u00fcn Elo reytiql\u0259ri faydal\u0131 bir vasit\u0259 ola bil\u0259r. Beyn\u0259lxalq futbol statistik saytlar\u0131nda tez-tez g\u00f6r\u00fcr\u00fck ki, komandalar\u0131n Elo reytiql\u0259ri onlar\u0131n m\u00f6vs\u00fcm \u0259rzind\u0259ki sabitliyini v\u0259 r\u0259qibl\u0259r\u0259 qar\u015f\u0131 g\u00fcc\u00fcn\u00fc \u0259ks etdirir. M\u0259s\u0259l\u0259n, bir komanda liqada yax\u015f\u0131 n\u0259tic\u0259l\u0259r g\u00f6st\u0259rir, lakin beyn\u0259lxalq arenada \u00e7\u0131x\u0131\u015f etdikd\u0259 reytinqi d\u0259yi\u015f\u0259 bil\u0259r. Bu sistem, t\u0259kc\u0259 q\u0259l\u0259b\u0259\/m\u0259\u011flubiyy\u0259t\u0259 deyil, h\u0259m d\u0259 oyunun keyfiyy\u0259tin\u0259 v\u0259 r\u0259qibin g\u00fcc\u00fcn\u0259 n\u0259z\u0259r\u0259n bal verir. Yerli futbolumuza t\u0259tbiq ed\u0259rk\u0259n, liqan\u0131n x\u00fcsusiyy\u0259tl\u0259rini – m\u0259s\u0259l\u0259n, ev sahibi komanda \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc v\u0259 ya komandalar aras\u0131ndak\u0131 tarixi r\u0259qab\u0259ti – n\u0259z\u0259r\u0259 almaq vacibdir.<\/p>\n<ul>\n<li>Elo reytinqi dinamikdir v\u0259 h\u0259r oyundan sonra yenil\u0259nir.<\/li>\n<li>Sistem, g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259y\u0259 \u0259saslan\u0131r; g\u00f6zl\u0259nilm\u0259z n\u0259tic\u0259l\u0259r daha b\u00f6y\u00fck bal d\u0259yi\u015fikliyin\u0259 s\u0259b\u0259b olur.<\/li>\n<li>\u0130lkin reytinq t\u0259yin etm\u0259k \u00fc\u00e7\u00fcn komandalar\u0131n ke\u00e7mi\u015f performans\u0131 n\u0259z\u0259r\u0259 al\u0131n\u0131r.<\/li>\n<li>Beyn\u0259lxalq yar\u0131\u015flarda Az\u0259rbaycan komandalar\u0131n\u0131n reytiql\u0259ri d\u00fcnya miqyas\u0131nda m\u00fcqayis\u0259 oluna bil\u0259r.<\/li>\n<li>Reytinq, komandan\u0131n uzunm\u00fcdd\u0259tli trendini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn yax\u015f\u0131 bir g\u00f6st\u0259ricidir.<\/li>\n<li>Tez-tez rast g\u0259lin\u0259n bir anlay\u0131\u015f, “Elo qapal\u0131 d\u00f6vr\u0259si”dir ki, bu da yerli liqada davaml\u0131 qar\u015f\u0131la\u015fmalar\u0131n reytiql\u0259ri nec\u0259 t\u0259sir etdiyini izah edir.<\/li>\n<li>Statistik modell\u0259rd\u0259 proqnozla\u015fd\u0131rma \u00fc\u00e7\u00fcn \u0259sas kimi istifad\u0259 olunur.<\/li>\n<\/ul>\n<h2>xG – G\u00f6zl\u0259nil\u0259n Qollar – Futbolun Detall\u0131 T\u0259hlil Al\u0259ti<\/h2>\n<p>xG, y\u0259ni “Expected Goals” (G\u00f6zl\u0259nil\u0259n Qollar), son onillikd\u0259 futbol analitikas\u0131n\u0131n \u0259n m\u00fch\u00fcm inki\u015faflar\u0131ndan biridir. Bu metrik, bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 faizl\u0259 (0 il\u0259 1 aras\u0131nda) ifad\u0259 edir. Hesablama, tarixi m\u0259lumatlar \u0259sas\u0131nda edilir: 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 v\u0259 s. amill\u0259r n\u0259z\u0259r\u0259 al\u0131n\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\u0259tin qola \u00e7evrilm\u0259 ehtimal\u0131 79%-dir. Uzaq m\u0259saf\u0259d\u0259n v\u0259 dar bucaqdan vurulan z\u0259rb\u0259nin xG d\u0259y\u0259ri is\u0259 0.1-d\u0259n a\u015fa\u011f\u0131 ola bil\u0259r.<\/p>\n<p>Bu metrik, komandan\u0131n oyun keyfiyy\u0259tini daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir. B\u0259z\u0259n komanda qalib g\u0259lir, lakin az sayda y\u00fcks\u0259k keyfiyy\u0259tli f\u00fcrs\u0259t yarad\u0131r (a\u015fa\u011f\u0131 \u00fcmumi xG). Dig\u0259r t\u0259r\u0259fd\u0259n, komanda he\u00e7-he\u00e7\u0259 edir v\u0259 ya m\u0259\u011flub olur, lakin \u00e7oxsayl\u0131 yax\u015f\u0131 f\u00fcrs\u0259tl\u0259r yarad\u0131r (y\u00fcks\u0259k \u00fcmumi xG). Bu, ba\u015f m\u0259\u015fq\u00e7iy\u0259, oyunun hans\u0131 aspektl\u0259rini yax\u015f\u0131la\u015fd\u0131rmal\u0131 oldu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<h3>xG Metrikas\u0131n\u0131 Azerbaycan Futbolunda Anlamaq<\/h3>\n<p>Azerbaycan futbolunda xG analizi getdikc\u0259 daha \u00e7ox populyarla\u015f\u0131r. Yerli liqa oyunlar\u0131n\u0131n t\u0259hlili zaman\u0131 bu metrikin istifad\u0259si, komandalar\u0131n h\u00fccum effektivliyi v\u0259 m\u00fcdafi\u0259 t\u0259\u015fkili haqq\u0131nda d\u0259y\u0259rli m\u0259lumatlar ver\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, bir komanda liqada \u00e7ox qol vurur, lakin onun \u00fcmumi xG d\u0259y\u0259ri a\u015fa\u011f\u0131 ola bil\u0259r. Bu, ola bil\u0259r ki, komandan\u0131n h\u00fccum\u00e7ular\u0131n\u0131n f\u0259rdi keyfiyy\u0259tin\u0259 v\u0259 ya qar\u015f\u0131 komandan\u0131n s\u0259hvl\u0259rin\u0259 i\u015far\u0259dir. \u018fksin\u0259, y\u00fcks\u0259k xG yaradan, lakin az qol vuran komanda, ya h\u00fccum\u00e7ular\u0131n d\u0259qiqliyind\u0259 problem, ya da qar\u015f\u0131 komandan\u0131n qap\u0131\u00e7\u0131s\u0131n\u0131n f\u00f6vq\u0259lad\u0259 \u00e7\u0131x\u0131\u015flar\u0131 il\u0259 \u00fczl\u0259\u015fir.<\/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>Azerbaycan Kontekstind\u0259 \u0130zah\u0131<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Penalti z\u0259rb\u0259si<\/td>\n<td>0.79<\/td>\n<td>Premyer Liqada penaltilar\u0131n t\u0259xmin\u0259n 4-d\u0259 3-i qola \u00e7evrilir.<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131ya yax\u0131n, a\u00e7\u0131q m\u00f6vqed\u0259n vurulan z\u0259rb\u0259<\/td>\n<td>0.45<\/td>\n<td>Yax\u015f\u0131 yarad\u0131lm\u0131\u015f f\u00fcrs\u0259tl\u0259rin effektivliyini \u00f6l\u00e7\u00fcr.<\/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>0.05<\/td>\n<td>Tez-tez g\u00f6r\u00fcl\u0259n, lakin a\u015fa\u011f\u0131 ehtimall\u0131 f\u00fcrs\u0259t n\u00f6v\u00fc.<\/td>\n<\/tr>\n<tr>\n<td>K\u00fcncd\u0259n ba\u015fla vurulan z\u0259rb\u0259<\/td>\n<td>0.12<\/td>\n<td>K\u00fcnc z\u0259rb\u0259l\u0259rind\u0259n sonra ba\u015fla vurulan z\u0259rb\u0259l\u0259rin t\u0259hlili.<\/td>\n<\/tr>\n<tr>\n<td>T\u0259k-t\u0259k qap\u0131\u00e7\u0131 il\u0259 qar\u015f\u0131la\u015fma<\/td>\n<td>0.65<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131 ke\u00e7m\u0259yi bacaran h\u00fccum\u00e7ular\u0131n effektivliyi.<\/td>\n<\/tr>\n<tr>\n<td>Birba\u015fa s\u0259rb\u0259st vurma (birba\u015fa qol f\u00fcrs\u0259ti)<\/td>\n<td>0.08<\/td>\n<td>S\u0259rb\u0259st vuru\u015flar\u0131n qola \u00e7evrilm\u0259 \u00e7\u0259tinliyini g\u00f6st\u0259rir.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Bu c\u0259dv\u0259l g\u00f6st\u0259rir ki, m\u00fcxt\u0259lif f\u00fcrs\u0259tl\u0259rin d\u0259y\u0259ri \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 d\u0259yi\u015fir. Yerli analitikl\u0259r v\u0259 azarke\u015fl\u0259r, komandalar\u0131n oyununu qiym\u0259tl\u0259ndir\u0259rk\u0259n, t\u0259kc\u0259 qol say\u0131na deyil, h\u0259m d\u0259 yaratd\u0131qlar\u0131 f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tin\u0259 (\u00fcmumi xG) diqq\u0259t yetirm\u0259lidirl\u0259r. Bu, komandan\u0131n g\u0259l\u0259c\u0259k performans\u0131n\u0131 daha d\u0259qiq proqnozla\u015fd\u0131rma\u011fa k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<h2>Keyfiyyet Metriklerini Birlesdirmek – Tam Tesvir Yaratmaq<\/h2>\n<p>T\u0259k bir metrik he\u00e7 vaxt tam \u015f\u0259kil vermir. Professional t\u0259hlil\u00e7il\u0259r, Elo reytinqi, xG, oyun statistikalar\u0131 (m\u0259s\u0259l\u0259n, topa sahiblik faizi, z\u0259rb\u0259 say\u0131) v\u0259 h\u0259tta oyun\u00e7u monitorinq m\u0259lumatlar\u0131n\u0131 birl\u0259\u015fdir\u0259r\u0259k komandan\u0131n v\u0259 ya oyun\u00e7unun “h\u0259qiqi keyfiyy\u0259tini” qiym\u0259tl\u0259ndirirl\u0259r. M\u0259s\u0259l\u0259n, y\u00fcks\u0259k Elo reytinqin\u0259 malik bir komanda, a\u015fa\u011f\u0131 xG il\u0259 qalib g\u0259lirs\u0259, bu, onlar\u0131n m\u00fcdafi\u0259sinin g\u00fccl\u00fc oldu\u011funu v\u0259 f\u00fcrs\u0259tl\u0259ri s\u0259m\u0259r\u0259li istifad\u0259 etdiyini g\u00f6st\u0259r\u0259 bil\u0259r. Lakin, bu trend uzun m\u00fcdd\u0259t davam ed\u0259rs\u0259, b\u0259lk\u0259 d\u0259 onlar\u0131n qalibiyy\u0259tl\u0259ri davam etm\u0259y\u0259c\u0259k, \u00e7\u00fcnki \u015fans faktoruna \u00e7ox g\u00fcv\u0259nirl\u0259r.<\/p>\n<ul>\n<li>Elo, komandan\u0131n \u00fcmumi g\u00fcc\u00fcn\u00fc v\u0259 tarixi performans\u0131n\u0131 \u0259ks etdirir.<\/li>\n<li>xG, konkret oyun v\u0259 ya m\u00f6vs\u00fcm \u0259rzind\u0259 yarad\u0131lan v\u0259 burax\u0131lan f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tini \u00f6l\u00e7\u00fcr.<\/li>\n<li>Topa sahiblik faizi kimi \u0259n\u0259n\u0259vi statistikalar, oyunun \u00fcmumi gedi\u015fat\u0131 haqq\u0131nda m\u0259lumat verir.<\/li>\n<li>Oyun\u00e7u monitorinqi (m\u0259saf\u0259 qa\u00e7ma, sprint say\u0131) fiziki haz\u0131rl\u0131\u011f\u0131 qiym\u0259tl\u0259ndirir.<\/li>\n<li>Bu g\u00f6st\u0259ricil\u0259rin ham\u0131s\u0131 birlikd\u0259, komandan\u0131n g\u00fccl\u00fc v\u0259 z\u0259if t\u0259r\u0259fl\u0259ri haqq\u0131nda d\u0259rin anlay\u0131\u015f yarad\u0131r.<\/li>\n<li>Azerbaycan klub komandalar\u0131 beyn\u0259lxalq yar\u0131\u015flarda i\u015ftirak ed\u0259rk\u0259n, bu birl\u0259\u015fmi\u015f t\u0259hlil onlar\u0131n r\u0259qibl\u0259rini daha yax\u015f\u0131 anlamas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/li>\n<li>Azarke\u015fl\u0259r \u00fc\u00e7\u00fcn bu metrikler, oyunu daha d\u0259rind\u0259n ba\u015fa d\u00fc\u015fm\u0259k v\u0259 m\u00fczakir\u0259l\u0259ri daha m\u0259nal\u0131 etm\u0259k \u00fc\u00e7\u00fcn vasit\u0259dir.<\/li>\n<\/ul>\n<h2>Reytinq Sistemlerinin Teknoloji ve \u0130nki\u015faf\u0131<\/h2>\n<p>Elo ve xG kimi metriklerin inki\u015faf\u0131, birba\u015fa texnologiya ve veril\u0259nl\u0259r elminin ir\u0259lil\u0259yi\u015fi il\u0259 \u0259laq\u0259dard\u0131r. Ke\u00e7mi\u015fd\u0259, statistikalar \u0259sas\u0259n \u0259l il\u0259 y\u0131\u011f\u0131l\u0131rd\u0131. \u0130ndi is\u0259, video t\u0259hlil proqramlar\u0131, GPS monitorinq sisteml\u0259ri v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259ri, h\u0259r oyun haqq\u0131nda milyonlarla m\u0259lumat n\u00f6qt\u0259si toplay\u0131r. Bu “B\u00f6y\u00fck Veril\u0259nl\u0259r” inki\u015faf etmi\u015f modell\u0259r yaratma\u011fa imkan verir. M\u0259s\u0259l\u0259n, m\u00fcasir xG modell\u0259ri, t\u0259kc\u0259 z\u0259rb\u0259nin m\u0259saf\u0259si v\u0259 buca\u011f\u0131 deyil, h\u0259m d\u0259 h\u00fccum\u00e7u il\u0259 qap\u0131\u00e7\u0131 aras\u0131ndak\u0131 bucaq, m\u00fcdafi\u0259\u00e7il\u0259rin m\u00f6vqeyi, h\u0259tta oyun\u00e7unun b\u0259d\u0259n duru\u015fu kimi amill\u0259ri d\u0259 n\u0259z\u0259r\u0259 ala bilir.<\/p>\n<p>Azerbaycanda da bu texnologiyalar t\u0259dric\u0259n t\u0259tbiq olunur. Klublar art\u0131q oyun\u00e7ular\u0131n fiziki v\u0259ziyy\u0259tini monitorinq etm\u0259k, r\u0259qibl\u0259ri t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn x\u00fcsusi proqramlardan istifad\u0259 edirl\u0259r. Bu, t\u0259lim prosesl\u0259rini f\u0259rdil\u0259\u015fdirm\u0259y\u0259 v\u0259 oyun strategiyalar\u0131n\u0131 daha d\u0259qiq planlama\u011fa k\u00f6m\u0259k edir. G\u0259l\u0259c\u0259kd\u0259, s\u00fcni intellekt \u0259sasl\u0131 sisteml\u0259r, komandalar\u0131n oyun\u00e7u transfer siyas\u0259ti v\u0259 ya oyun \u0259rzind\u0259 taktiki d\u0259yi\u015fiklikl\u0259r bar\u0259d\u0259 q\u0259rarlar q\u0259bul etm\u0259sind\u0259 d\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<h3>Metriklerin Tehlili ve \u0130stifadesinde Diqqet Edilecek Noktalar<\/h3>\n<p>Bu metrikler g\u00fccl\u00fc vasit\u0259l\u0259r olsa da, onlar\u0131 istifad\u0259 ed\u0259rk\u0259n diqq\u0259tli olmaq laz\u0131md\u0131r. Birincisi, he\u00e7 bir model m\u00fck\u0259mm\u0259l deyil. xG modeli, m\u0259s\u0259l\u0259n, h\u0259r bir z\u0259rb\u0259nin kontekstini tam \u0259hat\u0259 ed\u0259 bilm\u0259z – oyun\u00e7unun texniki bacar\u0131\u011f\u0131, hava \u015f\u0259raiti v\u0259 ya psixoloji v\u0259ziyy\u0259t kimi amill\u0259ri \u00f6l\u00e7\u0259 bilm\u0259z. \u0130kincisi, metrikler ke\u00e7mi\u015f m\u0259lumatlara \u0259saslan\u0131r v\u0259 idman t\u0259bi\u0259ti il\u0259 daima s\u00fcrprizl\u0259r\u0259 a\u00e7\u0131qd\u0131r. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, statistikalar\u0131 h\u0259ddind\u0259n art\u0131q \u015f\u0259rh etm\u0259k, oyunun g\u00f6z\u0259lliyini v\u0259 insan faktorunu unutma\u011fa s\u0259b\u0259b ola bil\u0259r<\/p>\n<p>Bu g\u00f6st\u0259ricil\u0259rin m\u0259qs\u0259di, oyunu \u0259v\u0259z etm\u0259k deyil, onu daha yax\u015f\u0131 ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn bir \u00e7\u0259r\u00e7iv\u0259 t\u0259qdim etm\u0259kdir. Onlar m\u0259\u015fq\u00e7il\u0259r\u0259, oyun\u00e7ulara, analitikl\u0259r\u0259 v\u0259 azarke\u015fl\u0259r\u0259, q\u0259rar v\u0259 m\u00fczakir\u0259l\u0259ri d\u0259st\u0259kl\u0259m\u0259k \u00fc\u00e7\u00fcn \u0259lav\u0259 bir informasiya t\u0259b\u0259q\u0259si t\u0259klif edir. D\u00fczg\u00fcn t\u0259tbiq edildikd\u0259, onlar idman\u0131n t\u0259hlili v\u0259 inki\u015faf\u0131na d\u0259y\u0259rli t\u00f6hf\u0259l\u0259r ver\u0259 bil\u0259r.<\/p>\n<p>\u00dcmumilikd\u0259, futbolun r\u0259q\u0259msalla\u015fmas\u0131 v\u0259 m\u0259lumatlar\u0131n geni\u015f t\u0259hlili, idman\u0131n h\u0259m sah\u0259d\u0259, h\u0259m d\u0259 onun xaricind\u0259 nec\u0259 ba\u015fa d\u00fc\u015f\u00fcld\u00fcy\u00fcn\u00fc v\u0259 idar\u0259 olundu\u011funu d\u0259yi\u015fdirir. Bu metodlar\u0131n t\u0259tbiqi, futbolun texnoloji c\u0259h\u0259td\u0259n daha inki\u015faf etmi\u015f bir m\u00fchit\u0259 do\u011fru ir\u0259lil\u0259diyini g\u00f6st\u0259rir. Bu proses, oyunun \u0259sas dinamikas\u0131n\u0131 v\u0259 hissl\u0259rini saxlayaraq, onun t\u0259hlil v\u0259 idar\u0259\u00e7iliyini d\u0259qiql\u0259\u015fdirir. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Expected_goals\">expected goals explained<\/a>.<\/p>\n<p>N\u0259tic\u0259 etibaril\u0259, m\u00fcasir futbol metrikalar\u0131, idman\u0131n daha d\u0259rin anla\u015f\u0131lmas\u0131 \u00fc\u00e7\u00fcn \u0259h\u0259miyy\u0259tli bir vasit\u0259y\u0259 \u00e7evrilmi\u015fdir. Onlar\u0131n davaml\u0131 inki\u015faf\u0131, futbolun g\u0259l\u0259c\u0259yind\u0259 daha m\u0259lumatl\u0131 q\u0259rarlar v\u0259 daha z\u0259ngin m\u00fczakir\u0259l\u0259r \u00fc\u00e7\u00fcn imkanlar yarad\u0131r. For a quick, neutral reference, see <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Elo ve xG Reytinq Sistemleri – Azerbaycanda Keyfiyyet Metrikleri Idman T\u0259hlilind\u0259 Reytinq Sistemleri – Elo, xG ve Keyfiyyetin Izah\u0131 Salam! Idman musahibelerinde ve analizlerinde tez-tez "Elo reytinqi", "xG deyeri" ve ya "komanda keyfiyyeti" kimi ifadeler esidirik. Bu reqemler ne demekdir ve onlari Azerbaycan idman kontekstinde nece anlamaq ve istifade etmek olar? Bu yazida, bu murakkeb […]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/posts\/55124"}],"collection":[{"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/comments?post=55124"}],"version-history":[{"count":1,"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/posts\/55124\/revisions"}],"predecessor-version":[{"id":55125,"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/posts\/55124\/revisions\/55125"}],"wp:attachment":[{"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/media?parent=55124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/categories?post=55124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insancare.org\/en\/wp-json\/wp\/v2\/tags?post=55124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}