{"id":28783,"date":"2026-03-02T08:07:35","date_gmt":"2026-03-02T08:07:35","guid":{"rendered":"https:\/\/al-hayakel.com\/ar\/?p=28783"},"modified":"2026-03-03T18:05:10","modified_gmt":"2026-03-03T18:05:10","slug":"elo-ve-xg-reytinq-sistemleri-nec-islyir","status":"publish","type":"post","link":"https:\/\/al-hayakel.com\/ar\/elo-ve-xg-reytinq-sistemleri-nec-islyir\/","title":{"rendered":"Elo ve xG Reytinq Sistemleri Nec\u0259 \u0130\u015fl\u0259yir"},"content":{"rendered":"Elo ve xG Reytinq Sistemleri Nec\u0259 \u0130\u015fl\u0259yir<\/title><\/p>\n<h1>\u0130dman T\u0259hlilind\u0259 Keyfiyy\u0259t Metrikalar\u0131 – Az\u0259rbaycan Konteksti<\/h1>\n<p>\u0130dman t\u0259hlili art\u0131q sad\u0259 hesablamalardan daha \u00e7oxudur. M\u00fcasir d\u00f6vrd\u0259, oyunun keyfiyy\u0259tini v\u0259 komandalar\u0131n g\u00fcc\u00fcn\u00fc \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn m\u00fcr\u0259kk\u0259b riyazi sisteml\u0259r istifad\u0259 olunur. Bu sisteml\u0259r, Az\u0259rbaycan Premyer Liqas\u0131nda da t\u0259tbiq olunaraq, azarke\u015fl\u0259r\u0259 v\u0259 m\u00fct\u0259x\u0259ssisl\u0259r\u0259 daha d\u0259rin anlay\u0131\u015f qazand\u0131r\u0131r. Bu m\u0259qal\u0259d\u0259, \u0259n m\u0259\u015fhur iki reytinq sistemi olan Elo v\u0259 G\u00f6zl\u0259nil\u0259n Qollar\u0131n (xG) \u0259sas prinsipl\u0259rini, onlar\u0131n nec\u0259 hesabland\u0131\u011f\u0131n\u0131 v\u0259 Az\u0259rbaycan idman m\u00fchitind\u0259 bu m\u0259lumatlar\u0131 nec\u0259 \u015f\u0259rh ed\u0259 bil\u0259c\u0259yinizi ara\u015fd\u0131raca\u011f\u0131q. M\u0259s\u0259l\u0259n, bir \u00e7ox azarke\u015f statistik m\u0259lumatlar\u0131 daha yax\u015f\u0131 ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif m\u0259nb\u0259l\u0259rd\u0259n m\u0259lumat axtar\u0131r, bu zaman etibarl\u0131 platformalardan m\u0259lumat \u0259ld\u0259 etm\u0259k vacibdir. Bu c\u00fcr t\u0259hlil \u00fc\u00e7\u00fcn laz\u0131m olan m\u0259lumatlar\u0131 \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn b\u0259zi istifad\u0259\u00e7il\u0259r mobil proqramlar\u0131, m\u0259s\u0259l\u0259n, <a href=\"https:\/\/sweatersapp.com\/\">pinco yukle<\/a> ed\u0259r\u0259k, \u0259lveri\u015fli \u015f\u0259kild\u0259 izl\u0259y\u0259 bil\u0259rl\u0259r.<\/p>\n<h2>Elo Reytinq Sistemi – Tarixd\u0259n G\u0259l\u0259n G\u00fcc \u00d6l\u00e7\u00fcs\u00fc<\/h2>\n<p>Elo reytinq sistemi ilk n\u00f6vb\u0259d\u0259 \u015fahmat \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015fd\u0131r, lakin onun m\u0259ntiqi indi futbol, basketbol v\u0259 dig\u0259r r\u0259qab\u0259tli idman n\u00f6vl\u0259ri d\u0259 daxil olmaqla geni\u015f spektrd\u0259 t\u0259tbiq olunur. Sistemin \u0259sas\u0131n\u0131, bir oyun\u00e7unun v\u0259 ya komandan\u0131n g\u00fcc\u00fcn\u00fc t\u0259msil ed\u0259n \u0259d\u0259di bir reytinq t\u0259\u015fkil edir. Bu reytinq, q\u0259l\u0259b\u0259, m\u0259\u011flubiyy\u0259t v\u0259 he\u00e7-he\u00e7\u0259 n\u0259tic\u0259l\u0259rin\u0259 \u0259sas\u0259n dinamik \u015f\u0259kild\u0259 d\u0259yi\u015fir. Az\u0259rbaycan futbol liqas\u0131nda komandalar\u0131n performans\u0131n\u0131 m\u00fcqayis\u0259 etm\u0259k \u00fc\u00e7\u00fcn bu sistem getdikc\u0259 daha \u00e7ox istifad\u0259 olunur.<\/p>\n<p>Sistemin i\u015fl\u0259m\u0259 prinsipi olduqca sad\u0259dir: h\u0259r bir komandan\u0131n cari Elo reytinqi var. Oyun ba\u015fa \u00e7atd\u0131qdan sonra, reytinq d\u0259yi\u015fikliyi \u00fc\u00e7 \u0259sas amild\u0259n as\u0131l\u0131 olaraq hesablan\u0131r: faktiki n\u0259tic\u0259 (q\u0259l\u0259b\u0259, m\u0259\u011flubiyy\u0259t), g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 (reytinq f\u0259rqin\u0259 g\u00f6r\u0259) v\u0259 “K” faktor adlanan sabit. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259, daha y\u00fcks\u0259k reytinqli komandan\u0131n qalib g\u0259lm\u0259si ehtimal\u0131n\u0131 g\u00f6st\u0259rir. For background definitions and terminology, refer to <a href=\"https:\/\/www.premierleague.com\/\">Premier League official site<\/a>.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Praktiki Add\u0131mlar\u0131<\/h3>\n<p>Bir n\u00fcmun\u0259 il\u0259 izah ed\u0259k. Tutaq ki, Az\u0259rbaycan Premyer Liqas\u0131nda A komandas\u0131n\u0131n 1500, B komandas\u0131n\u0131n is\u0259 1450 Elo reytinqi var. Hesablama a\u015fa\u011f\u0131dak\u0131 kimi apar\u0131l\u0131r:. For a quick, neutral reference, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Video_assistant_referee\">VAR explained<\/a>.<\/p>\n<ol>\n<li>Reytinq f\u0259rqi hesablan\u0131r: 1500 – 1450 = 50.<\/li>\n<li>Bu f\u0259rq\u0259 \u0259sas\u0259n, h\u0259r komandan\u0131n qalib g\u0259lm\u0259 ehtimal\u0131 m\u00fc\u0259yy\u0259n edilir. D\u00fcstur \u0259sas\u0131nda, A komandas\u0131n\u0131n qalib g\u0259lm\u0259 ehtimal\u0131 t\u0259xmin\u0259n 57%, B komandas\u0131n\u0131n ehtimal\u0131 is\u0259 43% t\u0259\u015fkil edir.<\/li>\n<li>Oyun n\u0259tic\u0259l\u0259nir. \u018fg\u0259r A komandas\u0131 qalib g\u0259ls\u0259, faktiki n\u0259tic\u0259 1 (q\u0259l\u0259b\u0259), B komandas\u0131 \u00fc\u00e7\u00fcn is\u0259 0 (m\u0259\u011flubiyy\u0259t) q\u0259bul edilir.<\/li>\n<li>Yeni reytinq = K\u00f6hn\u0259 reytinq + K * (Faktiki n\u0259tic\u0259 – G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259). \u018fg\u0259r K faktorunu 20 olaraq g\u00f6t\u00fcrs\u0259k, A komandas\u0131n\u0131n yeni reytinqi: 1500 + 20 * (1 – 0.57) = 1508.6 olar. B komandas\u0131n\u0131n yeni reytinqi: 1450 + 20 * (0 – 0.43) = 1441.4 olar.<\/li>\n<li>Bel\u0259likl\u0259, g\u00f6zl\u0259nil\u0259n q\u0259l\u0259b\u0259 qazanan A komandas\u0131 az miqdarda xal qazanark\u0259n, B komandas\u0131 az miqdarda xal itirir. \u018fg\u0259r B komandas\u0131 s\u0259f\u0259rd\u0259 q\u0259l\u0259b\u0259 qazansayd\u0131, xal d\u0259yi\u015fikliyi daha b\u00f6y\u00fck olard\u0131.<\/li>\n<\/ol>\n<h2>xG – G\u00f6zl\u0259nil\u0259n Qollar N\u0259dir v\u0259 Nec\u0259 Hesablan\u0131r<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n Qollar (xG) metrikas\u0131, bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda qiym\u0259tl\u0259ndir\u0259n m\u00fcasir futbol t\u0259hlil al\u0259tidir. Bu, sad\u0259c\u0259 vurulan \u015futlar\u0131n say\u0131n\u0131 deyil, h\u0259r bir \u015futun keyfiyy\u0259tini qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Az\u0259rbaycan futbolunda bu metrikadan istifad\u0259 komandalar\u0131n h\u00fccum effektivliyini v\u0259 qap\u0131\u00e7\u0131lar\u0131n performans\u0131n\u0131 daha obyektiv \u015f\u0259kild\u0259 t\u0259hlil etm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n<p>xG modeli, minl\u0259rl\u0259 tarixi \u015fut m\u0259lumat\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k i\u015fl\u0259yir. Model a\u015fa\u011f\u0131dak\u0131 amill\u0259ri n\u0259z\u0259r\u0259 al\u0131r:<\/p>\n<ul>\n<li>Z\u0259rb\u0259nin vuruldu\u011fu m\u0259saf\u0259 v\u0259 bucaq.<\/li>\n<li>Z\u0259rb\u0259nin hans\u0131 b\u0259d\u0259n hiss\u0259si il\u0259 vuruldu\u011fu (ayaq, ba\u015f, dig\u0259r).<\/li>\n<li>H\u00fccumun nec\u0259 ba\u015f verdiyi (s\u0259rb\u0259st vuru\u015f, penalti, open play).<\/li>\n<li>M\u00fcdafi\u0259\u00e7il\u0259rin v\u0259 qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyi.<\/li>\n<li>\u015eutdan \u0259vv\u0259lki son toxunu\u015fun yeri.<\/li>\n<\/ul>\n<p>M\u0259s\u0259l\u0259n, penalti z\u0259rb\u0259sinin xG d\u0259y\u0259ri t\u0259xmin\u0259n 0.79 t\u0259\u015fkil edir, y\u0259ni h\u0259r 100 penaltid\u0259n 79-unun qola \u00e7evrilm\u0259si g\u00f6zl\u0259nilir. Qap\u0131ya \u00e7ox yax\u0131n v\u0259 buca\u011f\u0131 a\u00e7\u0131q bir z\u0259rb\u0259nin xG d\u0259y\u0259ri 0.9 ola bil\u0259r, lakin uzaq m\u0259saf\u0259d\u0259n v\u0259 m\u00fcdafi\u0259\u00e7il\u0259r aras\u0131ndan vurulan s\u0259rt bir z\u0259rb\u0259nin xG d\u0259y\u0259ri 0.05 kimi a\u015fa\u011f\u0131 ola bil\u0259r.<\/p>\n<h3>xG M\u0259lumatlar\u0131n\u0131 D\u00fczg\u00fcn \u015e\u0259rh Etm\u0259k<\/h3>\n<p>xG m\u0259lumatlar\u0131n\u0131 oxuyark\u0259n \u0259sas diqq\u0259t yetiril\u0259c\u0259k n\u00f6qt\u0259, komandan\u0131n yaratd\u0131\u011f\u0131 \u00fcmumi xG d\u0259y\u0259ri il\u0259 vurdu\u011fu faktiki qollar\u0131n say\u0131n\u0131n m\u00fcqayis\u0259sidir. Bu, komandan\u0131n h\u00fccumda n\u0259 q\u0259d\u0259r effektiv oldu\u011funu g\u00f6st\u0259rir.<\/p>\n<table>\n<thead>\n<tr>\n<th>V\u0259ziyy\u0259t<\/th>\n<th>Bunu N\u0259 Dem\u0259kdir<\/th>\n<th>Az\u0259rbaycan Liqas\u0131ndan N\u00fcmun\u0259<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Faktiki Qol > \u00dcmumi xG<\/td>\n<td>Komanda yaratd\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rd\u0259n daha s\u0259m\u0259r\u0259li istifad\u0259 edir v\u0259 ya y\u00fcks\u0259k keyfiyy\u0259tli bitirm\u0259 qabiliyy\u0259tin\u0259 malikdir.<\/td>\n<td>Komanda 10 \u015futla 1.2 xG yarad\u0131b, lakin 3 qol vurub.<\/td>\n<\/tr>\n<tr>\n<td>Faktiki Qol < \u00dcmumi xG<\/td>\n<td>Komanda yaratd\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rd\u0259n tam istifad\u0259 ed\u0259 bilmir; bitirm\u0259 qabiliyy\u0259ti v\u0259 ya qar\u015f\u0131 komandan\u0131n qap\u0131\u00e7\u0131s\u0131 yax\u015f\u0131 oynay\u0131r.<\/td>\n<td>Komanda 15 \u015futla 2.5 xG yarad\u0131b, lakin c\u0259mi 1 qol vurub.<\/td>\n<\/tr>\n<tr>\n<td>Faktiki Qol \u2248 \u00dcmumu xG<\/td>\n<td>Komanda \u00fcmumiyy\u0259tl\u0259 g\u00f6zl\u0259nil\u0259n s\u0259viyy\u0259d\u0259 performans g\u00f6st\u0259rir; n\u0259tic\u0259l\u0259r davaml\u0131 ola bil\u0259r.<\/td>\n<td>Komanda 1.8 xG yarad\u0131b v\u0259 2 qol vurub.<\/td>\n<\/tr>\n<tr>\n<td>Y\u00fcks\u0259k xG, Lakin Az \u015eut<\/td>\n<td>Komanda az, lakin y\u00fcks\u0259k keyfiyy\u0259tli f\u00fcrs\u0259tl\u0259r yarad\u0131r; m\u00fcdafi\u0259y\u0259 qar\u015f\u0131 s\u0259m\u0259r\u0259li h\u00fccum edir.<\/td>\n<td>Komanda oyunda c\u0259mi 5 \u015fut vurub, lakin onlar\u0131n \u00fcmumi xG d\u0259y\u0259ri 1.5-dir.<\/td>\n<\/tr>\n<tr>\n<td>A\u015fa\u011f\u0131 xG, Lakin \u00c7ox \u015eut<\/td>\n<td>Komanda \u00e7ox sayda, lakin t\u0259hl\u00fck\u0259siz olmayan \u015futlar vurur; h\u00fccum t\u0259\u015fkilat\u0131nda probleml\u0259r ola bil\u0259r.<\/td>\n<td>Komanda 20 \u015fut vurub, lakin \u00fcmumi xG c\u0259mi 0.8-dir.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Az\u0259rbaycan Futbolunda Metrikalar\u0131n T\u0259tbiqi<\/h2>\n<p>Az\u0259rbaycan Premyer Liqas\u0131nda da bu m\u00fcasir t\u0259hlil \u00fcsullar\u0131 getdikc\u0259 daha \u00e7ox yer al\u0131r. Klublar oyun\u00e7ular\u0131n transferind\u0259, oyun strategiyas\u0131n\u0131n haz\u0131rlanmas\u0131nda v\u0259 r\u0259qib t\u0259hlilind\u0259 m\u0259lumatlardan istifad\u0259 edirl\u0259r. Azarke\u015fl\u0259r \u00fc\u00e7\u00fcn is\u0259 bu metrikalar, oyunu daha d\u0259rind\u0259n anlamaq v\u0259 komandalar\u0131n performans\u0131n\u0131 uzunm\u00fcdd\u0259tli perspektivd\u0259 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn \u0259la vasit\u0259dir.<\/p>\n<p>M\u0259s\u0259l\u0259n, bir komandan\u0131n m\u00f6vs\u00fcm \u0259rzind\u0259 \u00fcmumi xG-nin artmas\u0131, onun h\u00fccum oyununun yax\u015f\u0131la\u015fd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259r\u0259 bil\u0259r. Eynil\u0259, Elo reytinqinin t\u0259dric\u0259n y\u00fcks\u0259lm\u0259si, komandan\u0131n \u00fcmumi g\u00fcc\u00fcn\u00fcn artd\u0131\u011f\u0131n\u0131n obyektiv g\u00f6st\u0259ricisidir. Bu g\u00f6st\u0259ricil\u0259r, yaln\u0131z c\u0259dv\u0259ld\u0259ki yer\u0259 baxmaqdan daha d\u0259qiq m\u0259lumat verir.<\/p>\n<h3>Metrikalarla Ba\u011fl\u0131 \u00dcmumi Suallar v\u0259 Anla\u015f\u0131lmazl\u0131qlar<\/h3>\n<p>\u0130dman statistikalar\u0131 il\u0259 yeni tan\u0131\u015f olanlar \u00fc\u00e7\u00fcn b\u0259zi anlay\u0131\u015flar qar\u0131\u015f\u0131q g\u00f6r\u00fcn\u0259 bil\u0259r. Burada \u0259n \u00e7ox veril\u0259n suallar\u0131 cavabland\u0131raq.<\/p>\n<ul>\n<li><strong>Hans\u0131 metrika daha yax\u015f\u0131d\u0131r?<\/strong> Elo v\u0259 xG m\u00fcxt\u0259lif m\u0259qs\u0259dl\u0259r xidm\u0259t edir. Elo komandan\u0131n \u00fcmumi g\u00fcc\u00fcn\u00fc v\u0259 n\u0259tic\u0259 ehtimallar\u0131n\u0131 \u00f6l\u00e7\u00fcr, xG is\u0259 bir oyun daxilind\u0259ki h\u00fccum effektivliyini t\u0259hlil edir. Onlar\u0131 birlikd\u0259 istifad\u0259 etm\u0259k daha dol\u011fun m\u0259nz\u0259r\u0259 yarad\u0131r.<\/li>\n<li><strong>xG modeli Az\u0259rbaycan futboluna uy\u011fundurmu?<\/strong> \u00dcmumi modell\u0259r b\u00fct\u00fcn liqalar \u00fc\u00e7\u00fcn i\u015fl\u0259yir, lakin b\u0259zi t\u0259dqiqat\u00e7\u0131lar yerli liqa \u00fc\u00e7\u00fcn x\u00fcsusi parametrl\u0259ri n\u0259z\u0259r\u0259 alan modell\u0259r haz\u0131rlaya bil\u0259r. Yerli statistikalar\u0131n artmas\u0131 il\u0259 bu daha da d\u0259qiql\u0259\u015f\u0259c\u0259k.<\/li>\n<li><strong>Elo reytinqi il\u0259 liqa c\u0259dv\u0259lind\u0259ki s\u0131ra eynidirmi?<\/strong> Deyil. Elo reytinqi b\u00fct\u00fcn tarixi n\u0259tic\u0259l\u0259ri n\u0259z\u0259r\u0259 alan uzunm\u00fcdd\u0259tli g\u00f6st\u0259ricidir. Liqa c\u0259dv\u0259li is\u0259 yaln\u0131z cari m\u00f6vs\u00fcm\u00fcn n\u0259tic\u0259l\u0259rini \u0259ks etdirir. G\u00fccl\u00fc bir komanda liqan\u0131n a\u015fa\u011f\u0131 yar\u0131s\u0131nda ola bil\u0259r, lakin h\u0259l\u0259 d\u0259 y\u00fcks\u0259k Elo reytinqin\u0259 sahib ola bil\u0259r.<\/li>\n<li><strong>Bu metrikalar q\u0259l\u0259b\u0259ni d\u0259qiq proqnozla\u015fd\u0131ra bil\u0259rmi?<\/strong> Xeyr. Onlar yaln\u0131z ehtimallar\u0131 g\u00f6st\u0259rir. Futbolda insan amili, motivasiya, m\u0259hk\u0259m\u0259 q\u0259rarlar\u0131 v\u0259 dig\u0259r t\u0259sad\u00fcfilikl\u0259r h\u0259mi\u015f\u0259 m\u00f6vcuddur.<\/li>\n<li><strong>F\u0259rdi oyun\u00e7ular \u00fc\u00e7\u00fcn xG nec\u0259 istifad\u0259 olunur?<\/strong> H\u00fccum\u00e7u \u00fc\u00e7\u00fcn “xG f\u0259rqi” (vurdu\u011fu qollar minus onun \u00fcmumi xG-si) onun bitirm\u0259 qabiliyy\u0259tinin ortalamadan yuxar\u0131 v\u0259 ya a\u015fa\u011f\u0131 oldu\u011funu g\u00f6st\u0259rir. M\u00fcdafi\u0259\u00e7il\u0259r v\u0259 qap\u0131\u00e7\u0131lar \u00fc\u00e7\u00fcn is\u0259 onlar\u0131n m\u00fcdafi\u0259 etdiyi sah\u0259d\u0259 yaranan xG-ni azaltmaq bacar\u0131\u011f\u0131 \u00f6l\u00e7\u00fcl\u0259 bil\u0259r.<\/li>\n<\/ul>\n<h2>T\u0259hlil \u00dc\u00e7\u00fcn Praktik M\u0259sl\u0259h\u0259tl\u0259r<\/h2>\n<p>Bu g\u00f6st\u0259ricil\u0259ri izl\u0259y\u0259rk\u0259n diqq\u0259t yetirm\u0259li oldu\u011funuz bir ne\u00e7\u0259 m\u00fch\u00fcm n\u00f6qt\u0259 var. T\u0259k bir oyuna deyil, uzun bir d\u00f6vr\u0259, m\u0259s\u0259l\u0259n, 5-10 tur \u0259rzind\u0259ki trendl\u0259r\u0259 baxmaq daha faydal\u0131d\u0131r. Bu, t\u0259sad\u00fcfi dal\u011falanmalar\u0131 aradan qald\u0131r\u0131r. H\u0259m\u00e7inin, m\u0259hz Az\u0259rbaycan kontekstind\u0259, yerli komandalar\u0131n oyun t\u0259rzi v\u0259 liqan\u0131n x\u00fcsusiyy\u0259tl\u0259ri d\u0259 n\u0259z\u0259r\u0259 al\u0131nmal\u0131d\u0131r. M\u0259s\u0259l\u0259n, b\u0259zi komandalar daha \u00e7ox kontrataklara \u0259saslan\u0131r, bu da onlar\u0131n a\u015fa\u011f\u0131 sayda, lakin y\u00fcks\u0259k keyfiyy\u0259tli (y\u00fcks\u0259k xG-li) \u015futlar vurmas\u0131na s\u0259b\u0259b ola bil\u0259r.<\/p>\n<p>Statistikalar\u0131 \u015f\u0259rh ed\u0259rk\u0259n h\u0259mi\u015f\u0259 oyunun kontekstini unutmay\u0131n. Q\u0131rm\u0131z\u0131 kart, erk\u0259n qol, hava \u015f\u0259raiti kimi amill\u0259r b\u00fct\u00fcn r\u0259q\u0259ml\u0259ri k\u00f6k\u00fcnd\u0259n d\u0259yi\u015fdir\u0259 bil\u0259r. Metrikalar siz\u0259 “n\u0259” ba\u015f verdiyini deyir, “niy\u0259” ba\u015f verdiyini is\u0259 oyunu izl\u0259m\u0259kl\u0259 anlamaq olar.<\/p>\n<h3>G\u0259l\u0259c\u0259k Trendl\u0259r – Daha D\u0259rin Anlay\u0131\u015f<\/p>\n<p>Analitikan\u0131n inki\u015faf\u0131 il\u0259 yeni metrikalar meydana \u00e7\u0131x\u0131r. M\u0259s\u0259l\u0259n, “passlar\u0131n g\u00f6zl\u0259nil\u0259n k\u00f6m\u0259yi” (xA) v\u0259 ya “t\u0259zyiqli h\u0259r\u0259k\u0259tl\u0259r” kimi g\u00f6st\u0259ricil\u0259r d\u0259 art\u0131q bir \u00e7ox platformalarda izl\u0259nilir. Bu, t\u0259hlili daha da d\u0259rinl\u0259\u015fdir\u0259c\u0259k.<\/p>\n<p>Texnologiyan\u0131n t\u0259r\u0259qqisi, x\u00fcsusil\u0259 komp\u00fcter g\u00f6rm\u0259 v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si, real vaxt analitikas\u0131n\u0131n daha da d\u0259qiql\u0259\u015fm\u0259sin\u0259 \u015f\u0259rait yarad\u0131r. G\u0259l\u0259c\u0259kd\u0259 bu c\u00fcr al\u0259tl\u0259rin daha \u0259l\u00e7atan olmas\u0131 g\u00f6zl\u0259nilir.<\/p>\n<p>N\u0259tic\u0259 etibaril\u0259, m\u00fcasir futbol t\u0259hlili yaln\u0131z n\u0259tic\u0259l\u0259ri deyil, prosesi ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn \u0259v\u0259zolunmaz vasit\u0259y\u0259 \u00e7evrilib. Onlardan a\u011f\u0131ll\u0131 istifad\u0259 oyunu daha yax\u015f\u0131 qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo ve xG Reytinq Sistemleri Nec\u0259 \u0130\u015fl\u0259yir \u0130dman T\u0259hlilind\u0259 Keyfiyy\u0259t Metrikalar\u0131 – Az\u0259rbaycan Konteksti \u0130dman t\u0259hlili art\u0131q sad\u0259 hesablamalardan daha … <a class=\"cz_readmore\" href=\"https:\/\/al-hayakel.com\/ar\/elo-ve-xg-reytinq-sistemleri-nec-islyir\/\"><i class=\"fa fa-angle-right\" aria-hidden=\"true\"><\/i><span>Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[81],"tags":[],"class_list":["post-28783","post","type-post","status-publish","format-standard","hentry","category-uncategorized-en"],"_links":{"self":[{"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/posts\/28783","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/comments?post=28783"}],"version-history":[{"count":1,"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/posts\/28783\/revisions"}],"predecessor-version":[{"id":28784,"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/posts\/28783\/revisions\/28784"}],"wp:attachment":[{"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/media?parent=28783"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/categories?post=28783"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/al-hayakel.com\/ar\/wp-json\/wp\/v2\/tags?post=28783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}