{"id":47444,"date":"2026-03-02T08:09:26","date_gmt":"2026-03-02T08:09:26","guid":{"rendered":"https:\/\/dronchessacademy.com\/?p=47444"},"modified":"2026-03-03T20:10:23","modified_gmt":"2026-03-03T20:10:23","slug":"elo-xg-ve-keyfiyyet-metriklerini-anlamaq","status":"publish","type":"post","link":"https:\/\/dronchessacademy.com\/index.php\/2026\/03\/02\/elo-xg-ve-keyfiyyet-metriklerini-anlamaq\/","title":{"rendered":"Elo, xG ve Keyfiyyet Metriklerini Anlamaq"},"content":{"rendered":"<p><title>Elo, xG ve Keyfiyyet Metriklerini Anlamaq<\/title><\/p>\n<h1>Azerbaycanda Idman Tehlilleri ucun Reyq Sistemi Rehberi<\/h1>\n<p>Idman tehlilinde &quot;keyfiyyet&quot; anlayisi artiq sad\u0259 n\u0259tic\u0259l\u0259rd\u0259n daha \u00e7oxdur. M\u00fcasir metrikler komandalar\u0131n v\u0259 oyun\u00e7ular\u0131n performans\u0131n\u0131 d\u0259rinlikli qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn \u0259sas vasit\u0259l\u0259r\u0259 \u00e7evrilib. Bu yaz\u0131da, beyn\u0259lxalq miqyasda geni\u015f istifad\u0259 olunan, lakin yerli m\u00fczakir\u0259l\u0259rd\u0259 d\u0259 t\u0259tbiq oluna bil\u0259n iki \u0259sas sistem &#8211; Elo reyq\u0131 v\u0259 G\u00f6zl\u0259nil\u0259n Qollar (xG) haqq\u0131nda m\u0259lumat ver\u0259c\u0259yik. Bu konseptl\u0259ri ba\u015fa d\u00fc\u015fm\u0259k, yaln\u0131z <a href=\"https:\/\/mobizmagazine.com\/\">https:\/\/mobizmagazine.com\/<\/a> kimi m\u0259nb\u0259l\u0259rd\u0259 deyil, \u00fcmumilikd\u0259 idman m\u00fczakir\u0259l\u0259rind\u0259 daha informativ i\u015ftirak etm\u0259y\u0259 k\u00f6m\u0259k ed\u0259c\u0259k. Biz bu metriklerin n\u0259 oldu\u011funu, nec\u0259 hesabland\u0131\u011f\u0131n\u0131 v\u0259 Az\u0259rbaycan idman kontekstind\u0259 onlar\u0131 nec\u0259 \u015f\u0259rh ed\u0259 bil\u0259c\u0259yinizi add\u0131m-add\u0131m izah ed\u0259c\u0259yik.<\/p>\n<h2>Elo Reyq Sistemi &#8211; Tarix ve Prinsip<\/h2>\n<p>Elo reyq sistemi ilk d\u0259f\u0259 1960-c\u0131 ill\u0259rd\u0259 AB\u015e \u015fahmat ustas\u0131 Arpad Elo t\u0259r\u0259find\u0259n \u015fahmat oyun\u00e7ular\u0131n\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn haz\u0131rlan\u0131b. Sistemin m\u0259rk\u0259zind\u0259 riyazi bir ehtimal modeli dayan\u0131r. \u018fsas ideya ondan ibar\u0259tdir ki, h\u0259r bir oyun\u00e7uya v\u0259 ya komandaya r\u0259qibl\u0259rin\u0259 qar\u015f\u0131 q\u0259l\u0259b\u0259 ehtimal\u0131n\u0131 \u0259ks etdir\u0259n r\u0259q\u0259msal bir reyq verilir. Bu g\u00fcn sistem \u015fahmatdan futbol, basketbol, h\u0259tta videooyunlara q\u0259d\u0259r geni\u015f spektrd\u0259 t\u0259tbiq olunur.<\/p>\n<p>Sistemin i\u015fl\u0259m\u0259 prinsipi olduqca sad\u0259dir. H\u0259r qar\u015f\u0131la\u015fmadan sonra i\u015ftirak\u00e7\u0131lar\u0131n reyq xallar\u0131 yenil\u0259nir. Q\u0259l\u0259b\u0259 g\u00f6zl\u0259nil\u0259nd\u0259n \u00e7ox olarsa, reyq art\u0131r; g\u00f6zl\u0259nil\u0259nd\u0259n az olarsa, reyq azal\u0131r. D\u0259yi\u015fikliyin miqdar\u0131 r\u0259qibin g\u00fcc\u00fcnd\u0259n v\u0259 n\u0259tic\u0259d\u0259n as\u0131l\u0131d\u0131r. G\u00fccl\u00fc bir r\u0259qib\u0259 qar\u015f\u0131 q\u0259l\u0259b\u0259 z\u0259if bir r\u0259qib\u0259 qar\u015f\u0131 q\u0259l\u0259b\u0259d\u0259n daha \u00e7ox xal qazand\u0131rar. Bu, sistemin dinamik v\u0259 vaxtla d\u0259yi\u015f\u0259n performans\u0131 d\u0259qiq \u0259ks etdirm\u0259sin\u0259 imkan verir.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Add\u0131mlar\u0131<\/h3>\n<p>\u018fsas d\u00fcsturlar\u0131 ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 add\u0131mlar\u0131 izl\u0259y\u0259 bil\u0259rsiniz. N\u00fcmun\u0259 olaraq iki Az\u0259rbaycan futbol klubunu g\u00f6t\u00fcr\u0259k.<\/p>\n<ol>\n<li>H\u0259r komandan\u0131n cari Elo reyqini m\u00fc\u0259yy\u0259n edin. Tutaq ki, Komanda A-n\u0131n reyqi 1600, Komanda B-nin reyqi 1500-d\u00fcr.<\/li>\n<li>Komanda A-n\u0131n q\u0259l\u0259b\u0259 ehtimal\u0131n\u0131 hesablay\u0131n. Bunun \u00fc\u00e7\u00fcn standart d\u00fcstur: 1 \/ (1 + 10^((Reyq_B &#8211; Reyq_A)\/400)). Bizim n\u00fcmun\u0259d\u0259: 1 \/ (1 + 10^((1500-1600)\/400)) = t\u0259xmin\u0259n 0.64. Y\u0259ni Komanda A-n\u0131n qalib g\u0259lm\u0259 ehtimal\u0131 64%-dir.<\/li>\n<li>Oyun ba\u015fa \u00e7atd\u0131qdan sonra n\u0259tic\u0259y\u0259 \u0259sas\u0259n &#8220;n\u0259tic\u0259 xal\u0131&#8221; t\u0259yin edin. 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>Yeni reyqi hesablay\u0131n: Yeni Reyq = K\u00f6hn\u0259 Reyq + K * (N\u0259tic\u0259 Xal\u0131 &#8211; G\u00f6zl\u0259nil\u0259n Ehtimal). Burada &#8220;K&#8221; \u0259msal\u0131 oyunun \u0259h\u0259miyy\u0259tini g\u00f6st\u0259rir (ad\u0259t\u0259n 20-40 aras\u0131). Komanda A qalib g\u0259libs\u0259: 1600 + 30 * (1 &#8211; 0.64) = 1600 + 10.8 = 1610.8. Komanda A-n\u0131n reyqi t\u0259xmin\u0259n 11 xal artar.<\/li>\n<\/ol>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar (xG) &#8211; Futbol Tehlilinin D\u0259yi\u015f\u0259n Oyun\u00e7u<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n Qollar v\u0259 ya q\u0131saca xG, futbolun statistik inqilab\u0131n\u0131n \u0259sas s\u00fctunlar\u0131ndan biridir. Bu metrik, bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda bir r\u0259q\u0259ml\u0259 ifad\u0259 edir. Model, tarixi m\u0259lumatlar \u0259sas\u0131nda, z\u0259rb\u0259nin yerind\u0259n, b\u0259d\u0259n hiss\u0259sind\u0259n, qol qur\u011fusundan, m\u00fcdafi\u0259\u00e7il\u0259rin m\u00f6vqeyind\u0259n v\u0259 s. kimi minl\u0259rl\u0259 amili t\u0259hlil ed\u0259r\u0259k yarad\u0131l\u0131b. M\u0259s\u0259l\u0259n, qap\u0131ya yax\u0131n, qap\u0131\u00e7\u0131 il\u0259 t\u0259kb\u0259t\u0259k v\u0259ziyy\u0259td\u0259 vurulan z\u0259rb\u0259nin xG d\u0259y\u0259ri 0.8 ola bil\u0259r, y\u0259ni bel\u0259 bir f\u00fcrs\u0259tin 10 d\u0259f\u0259d\u0259n 8-d\u0259 qolla n\u0259tic\u0259l\u0259nm\u0259si g\u00f6zl\u0259nilir.<\/p>\n<p>xG-nin \u0259sas \u00fcst\u00fcnl\u00fcy\u00fc, oyunun keyfiyy\u0259tini yaln\u0131z qollar\u0131n say\u0131 il\u0259 yox, yarad\u0131lan f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259ti il\u0259 qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verm\u0259sidir. Bir komanda 2-0 qalib g\u0259ls\u0259 d\u0259, \u0259g\u0259r r\u0259qib daha y\u00fcks\u0259k keyfiyy\u0259tli f\u00fcrs\u0259tl\u0259r yaratm\u0131\u015fd\u0131rsa (\u00fcmumi xG-si daha y\u00fcks\u0259k idis\u0259), bu, g\u0259l\u0259c\u0259k oyunlar \u00fc\u00e7\u00fcn \u0259h\u0259miyy\u0259tli bir g\u00f6st\u0259rici ola bil\u0259r. Bu, Az\u0259rbaycan Premyer Liqas\u0131nda da komandalar\u0131n h\u00fccum effektivliyini v\u0259 m\u00fcdafi\u0259 t\u0259\u015fkilini daha d\u0259qiq t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn d\u0259y\u0259rli bir al\u0259tdir.<\/p>\n<p><img src=\"https:\/\/i.pinimg.com\/originals\/bc\/5f\/81\/bc5f8162e737d44ca00a738984b8053c.png\" alt=\"https:\/\/mobizmagazine.com\/\" loading=\"lazy\"><\/p>\n<h3>xG Metriklerini Praktikada Nec\u0259 Oxumaq<\/h3>\n<p>xG m\u0259lumatlar\u0131n\u0131 \u015f\u0259rh ed\u0259rk\u0259n bir ne\u00e7\u0259 \u0259sas g\u00f6st\u0259riciy\u0259 diqq\u0259t yetirm\u0259k laz\u0131md\u0131r.<\/p>\n<ul>\n<li><strong>\u00dcmumi xG (xG For):<\/strong> Bir komandan\u0131n bir oyunda v\u0259 ya m\u00f6vs\u00fcm \u0259rzind\u0259 yaratd\u0131\u011f\u0131 b\u00fct\u00fcn f\u00fcrs\u0259tl\u0259rin xG c\u0259midir. Bu, h\u00fccumun yarad\u0131c\u0131l\u0131q s\u0259viyy\u0259sini g\u00f6st\u0259rir.<\/li>\n<li><strong>Qar\u015f\u0131 t\u0259r\u0259fin xG-si (xG Against):<\/strong> Komandan\u0131n r\u0259qibin\u0259 verdiyi f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259t c\u0259midir. A\u015fa\u011f\u0131 d\u0259y\u0259r g\u00fccl\u00fc m\u00fcdafi\u0259ni i\u015far\u0259 ed\u0259 bil\u0259r.<\/li>\n<li><strong>xG F\u0259rqi (xG Difference):<\/strong> \u00dcmumi xG il\u0259 Qar\u015f\u0131 t\u0259r\u0259fin xG-si aras\u0131ndak\u0131 f\u0259rq. M\u00fcsb\u0259t f\u0259rq komandan\u0131n oyun \u00fcst\u00fcnl\u00fcy\u00fcn\u00fcn oldu\u011funu, lakin b\u0259lk\u0259 d\u0259 bunu qollarla tam \u0259ks etdirm\u0259diyini g\u00f6st\u0259r\u0259 bil\u0259r.<\/li>\n<li><strong>D\u0259qiqlik (Conversion Rate):<\/strong> Vurulan faktiki qollar\u0131n \u00fcmumi xG-\u0259 nisb\u0259ti. 1-d\u0259n y\u00fcks\u0259k olmas\u0131 (m\u0259s\u0259l\u0259n, 10 xG-d\u0259n 12 qol) komandan\u0131n f\u00fcrs\u0259tl\u0259rd\u0259n g\u00f6zl\u0259nil\u0259nd\u0259n daha s\u0259m\u0259r\u0259li istifad\u0259 etdiyini, y\u0259ni ya h\u00fccum\u00e7ular\u0131n\u0131n d\u0259qiqliyinin y\u00fcks\u0259k oldu\u011funu, ya da taleyin k\u00f6m\u0259k etdiyini g\u00f6st\u0259rir.<\/li>\n<\/ul>\n<h2>Az\u0259rbaycan Kontekstind\u0259 Metriklerin T\u0259tbiqi<\/h2>\n<p>Bu beyn\u0259lxalq metrikler Az\u0259rbaycan idman m\u00fchitind\u0259 d\u0259 getdikc\u0259 daha \u00e7ox diqq\u0259t \u00e7\u0259kir. Yerli liqalar\u0131n statistik bazalar\u0131 geni\u015fl\u0259ndikc\u0259, Elo v\u0259 xG kimi g\u00f6st\u0259ricil\u0259rin t\u0259tbiqi daha m\u00fcmk\u00fcn olur. M\u0259s\u0259l\u0259n, Az\u0259rbaycan Premyer Liqas\u0131nda komandalar\u0131n performans\u0131n\u0131 m\u00f6vs\u00fcml\u0259r \u00fczr\u0259 izl\u0259m\u0259k, g\u0259nc oyun\u00e7ular\u0131n inki\u015faf\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k v\u0259 h\u0259tta transfer strategiyalar\u0131n\u0131 formala\u015fd\u0131rmaq \u00fc\u00e7\u00fcn bu m\u0259lumatlardan istifad\u0259 etm\u0259k olar.<\/p>\n<p>Bir azarke\u015f kimi siz d\u0259 bu metrikler \u0259sas\u0131nda daha d\u0259rin m\u00fczakir\u0259l\u0259r apara bil\u0259rsiniz. M\u0259s\u0259l\u0259n, komandan\u0131z tez-tez qalib g\u0259ls\u0259 d\u0259, r\u0259qibl\u0259rin\u0259 nisb\u0259t\u0259n a\u015fa\u011f\u0131 Elo reyqin\u0259 malikdirs\u0259, bu, oynad\u0131\u011f\u0131 r\u0259qibl\u0259rin orta hesabla daha z\u0259if oldu\u011funa i\u015far\u0259 ola bil\u0259r. Ya da komandan\u0131z\u0131n xG f\u0259rqi m\u00fcsb\u0259t olmas\u0131na baxmayaraq, liqa c\u0259dv\u0259lind\u0259 a\u015fa\u011f\u0131 yerd\u0259dirs\u0259, bu, qap\u0131\u00e7\u0131 performans\u0131 v\u0259 ya f\u00fcrs\u0259tl\u0259ri d\u0259qiq istifad\u0259 ed\u0259 bilm\u0259m\u0259kl\u0259 ba\u011fl\u0131 probleml\u0259ri vur\u011fulaya bil\u0259r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrik<\/th>\n<th>N\u0259yi \u00d6l\u00e7\u00fcr<\/th>\n<th>Az\u0259rbaycan N\u00fcmun\u0259si \u00fc\u00e7\u00fcn Fayda<\/th>\n<th>M\u0259hdudiyy\u0259tl\u0259r<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Elo Reyq\u0131<\/td>\n<td>Komanda\/Oyun\u00e7unun uzunm\u00fcdd\u0259tli nisbi g\u00fcc\u00fc<\/td>\n<td>F\u0259rqli m\u00f6vs\u00fcml\u0259rd\u0259 komanda g\u00fcc\u00fcn\u00fcn dinamikas\u0131n\u0131 izl\u0259m\u0259k; Avropa kuboklar\u0131nda u\u011fur ehtimal\u0131n\u0131 kobud qiym\u0259tl\u0259ndirm\u0259k<\/td>\n<td>Yaln\u0131z n\u0259tic\u0259l\u0259r\u0259 \u0259saslan\u0131r; oyun keyfiyy\u0259tini n\u0259z\u0259r\u0259 alm\u0131r<\/td>\n<\/tr>\n<tr>\n<td>\u00dcmumi xG<\/td>\n<td>Yarad\u0131lan f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259t c\u0259mi<\/td>\n<td>H\u00fccum strategiyas\u0131n\u0131n effektivliyini qiym\u0259tl\u0259ndirm\u0259k; hans\u0131 oyun\u00e7ular\u0131n daha yax\u015f\u0131 f\u00fcrs\u0259tl\u0259r yaratd\u0131\u011f\u0131n\u0131 m\u00fc\u0259yy\u0259n etm\u0259k<\/td>\n<td>Model tarixi \u0130ngilis\/Avropa m\u0259lumatlar\u0131 \u00fczr\u0259 qurulub; yerli oyun t\u0259rzi f\u0259rqli ola bil\u0259r<\/td>\n<\/tr>\n<tr>\n<td>xG F\u0259rqi<\/td>\n<td>Oyun \u00fcst\u00fcnl\u00fcy\u00fcn\u00fcn keyfiyy\u0259t g\u00f6st\u0259ricisi<\/td>\n<td>Komandan\u0131n g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259rinin daha sabit proqnozla\u015fd\u0131r\u0131lmas\u0131; &#8220;\u015fansl\u0131&#8221; q\u0259l\u0259b\u0259l\u0259ri m\u00fc\u0259yy\u0259n etm\u0259k<\/td>\n<td>F\u0259rdi oyun\u00e7u s\u0259hvl\u0259rini v\u0259 ya qap\u0131\u00e7\u0131 m\u00f6c\u00fcz\u0259l\u0259rini tam \u0259ks etdirmir<\/td>\n<\/tr>\n<tr>\n<td>D\u0259qiqlik Nisb\u0259ti<\/td>\n<td>F\u00fcrs\u0259tl\u0259rd\u0259n istifad\u0259 s\u0259m\u0259r\u0259liliyi<\/td>\n<td>H\u00fccum\u00e7u oyun\u00e7ular\u0131n forman\u0131 qoruyub saxlay\u0131b-saxlamayaca\u011f\u0131n\u0131 proqnozla\u015fd\u0131rmaq<\/td>\n<td>Q\u0131sa m\u00fcdd\u0259td\u0259 (bir ne\u00e7\u0259 oyun) \u00e7ox d\u0259yi\u015fk\u0259n ola bil\u0259r<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Metrikleri Birg\u0259 Oxumaq ve \u015e\u0259rh Etm\u0259k<\/h2>\n<p>\u018fn d\u0259y\u0259rli t\u0259hlil, bu m\u00fcxt\u0259lif metrikleri bir araya g\u0259tir\u0259r\u0259k \u00fcmumi bir m\u0259nz\u0259r\u0259 yaratmaqla \u0259ld\u0259 edilir. Tutaq ki, bir Az\u0259rbaycan klubunun y\u00fcks\u0259k Elo reyqi var, lakin son bir ne\u00e7\u0259 oyunda xG f\u0259rqi m\u0259nfidir. Bu, komandan\u0131n \u00fcmumiyy\u0259tl\u0259 g\u00fccl\u00fc oldu\u011funu (y\u00fcks\u0259k Elo), lakin son vaxtlar oyunda \u00fcst\u00fcnl\u00fck qura bilm\u0259diyini v\u0259 q\u0259l\u0259b\u0259l\u0259rin b\u0259lk\u0259 d\u0259 \u015fans v\u0259 ya f\u0259rdi \u00e7\u0131x\u0131\u015flarla \u0259ld\u0259 olundu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r. Bu, g\u0259l\u0259c\u0259kd\u0259 forman\u0131n a\u015fa\u011f\u0131 d\u00fc\u015fm\u0259 riski bar\u0259d\u0259 x\u0259b\u0259rdarl\u0131q ola bil\u0259r.<\/p>\n<p><img src=\"https:\/\/images.ps-aws.com\/c?url=https:%2F%2Fd3cm515ijfiu6w.cloudfront.net%2Fwp-content%2Fuploads%2F2022%2F08%2F04153913%2Fferrari-charles-leclerc-red-bull-max-verstappen-azerbaijan-grand-prix-planet-f1.jpg\" alt=\"https:\/\/mobizmagazine.com\/\" loading=\"lazy\"><\/p>\n<p>Dig\u0259r t\u0259r\u0259fd\u0259n, a\u015fa\u011f\u0131 Elo reyqin\u0259 malik, lakin ard\u0131c\u0131l olaraq y\u00fcks\u0259k m\u00fcsb\u0259t xG f\u0259rqi g\u00f6st\u0259r\u0259n bir komanda, statistik olaraq &#8220;u\u011fura haz\u0131r&#8221; ola bil\u0259r. Onlar\u0131n n\u0259tic\u0259l\u0259ri tezlikl\u0259 yax\u015f\u0131la\u015fa bil\u0259r, \u00e7\u00fcnki oyun keyfiyy\u0259ti art\u0131q y\u00fcks\u0259k s\u0259viyy\u0259d\u0259dir. Bu, azarke\u015fl\u0259r\u0259 sabitlik v\u0259 uzunm\u00fcdd\u0259tli inam \u00fc\u00e7\u00fcn \u0259sas ver\u0259 bil\u0259r.<\/p>\n<h3>Tehlil Zonalar\u0131 &#8211; Diqq\u0259t Yetirilm\u0259li Anlar<\/h3>\n<p>Statistikalar\u0131 \u015f\u0259rh ed\u0259rk\u0259n m\u00fc\u0259yy\u0259n t\u0259l\u0259l\u0259rd\u0259n qa\u00e7\u0131nmaq vacibdir.<\/p>\n<ul>\n<li><strong>Ki\u00e7ik N\u00fcmun\u0259 \u00d6l\u00e7\u00fcs\u00fc:<\/strong> Yaln\u0131z 3-5 oyuna \u0259saslanan n\u0259tic\u0259l\u0259r \u00e7ox az faydal\u0131d\u0131r. Metrikler \u0259n az\u0131 bir m\u00f6vs\u00fcm \u0259rzind\u0259 bax\u0131ld\u0131qda daha etibarl\u0131d\u0131r.<\/li>\n<li><strong>Kontekstin \u0130gnorasiyas\u0131:<\/strong> Metrik oyunun x\u00fcsusi \u015f\u0259raitini (q\u0131rm\u0131z\u0131 v\u0259r\u0259q\u0259, z\u0259d\u0259l\u0259r, \u0259h\u0259miyy\u0259tli turnir motivasiyas\u0131, hava \u015f\u0259raiti) n\u0259z\u0259r\u0259 almaya bil\u0259r. Bunlar\u0131 \u00f6z t\u0259hliliniz\u0259 \u0259lav\u0259 etm\u0259lisiniz.<\/li>\n<li><strong>Model M\u0259hdudiyy\u0259tl\u0259ri:<\/strong> xG modell\u0259ri \u0259sas\u0259n b\u00f6y\u00fck Avropa liqalar\u0131n\u0131n m\u0259lumatlar\u0131 il\u0259 qurulub. Az\u0259rbaycanda oyun t\u0259rzi v\u0259 m\u00fcdafi\u0259 s\u0259viyy\u0259si f\u0259rqli ola bil\u0259r, buna g\u00f6r\u0259 d\u0259 m\u00fctl\u0259q r\u0259q\u0259ml\u0259rd\u0259n \u00e7ox, nisbi tendensiyalara (art\u0131m\/azalma) diqq\u0259t yetirin.<\/li>\n<li><strong>\u0130nsan Amili:<\/strong> He\u00e7 bir metrik oyun\u00e7u motivasiyas\u0131n\u0131, komanda kimiyy\u0259tini v\u0259 ya m\u0259\u015fq\u00e7inin taktiki d\u0259yi\u015fiklikl\u0259rini tam \u00f6l\u00e7\u0259 bilm\u0259z. R\u0259q\u0259ml\u0259<\/li>\n<\/ul>\n<p>Bu amill\u0259r statistik t\u0259hlilin tamamlay\u0131c\u0131 hiss\u0259si kimi n\u0259z\u0259r\u0259 al\u0131nmal\u0131d\u0131r. R\u0259q\u0259ml\u0259r g\u00fccl\u00fc bir \u0259sas t\u0259min edir, lakin onlar\u0131n insan m\u00fchakim\u0259si il\u0259 balansla\u015fd\u0131r\u0131lmas\u0131 \u0259n d\u0259rin v\u0259 d\u0259qiq ba\u015fa d\u00fc\u015fm\u0259ni yarad\u0131r.<\/p>\n<h2>G\u0259l\u0259c\u0259k Perspektivl\u0259r<\/h2>\n<p>Futbol t\u0259hlili sah\u0259si daima inki\u015faf edir. Yeni metrik v\u0259 analitik vasit\u0259l\u0259rin yaranmas\u0131 g\u00f6zl\u0259nilir. Bu, Az\u0259rbaycan futboluna daha inc\u0259 v\u0259 f\u0259rdil\u0259\u015fdirilmi\u015f yana\u015fmalar g\u0259tir\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, komandalar\u0131n \u00f6z oyun\u00e7ular\u0131n\u0131n performans\u0131n\u0131 daha d\u0259qiq izl\u0259m\u0259si v\u0259 r\u0259qibl\u0259rin z\u0259if t\u0259r\u0259fl\u0259rini daha effektiv m\u00fc\u0259yy\u0259n etm\u0259si m\u00fcmk\u00fcn olacaq.<\/p>\n<p>Azarke\u015fl\u0259r \u00fc\u00e7\u00fcn bu, daha m\u0259nal\u0131 m\u00fczakir\u0259l\u0259r v\u0259 daha a\u011f\u0131ll\u0131 proqnozlar dem\u0259kdir. Futbolun ba\u015fa d\u00fc\u015f\u00fclm\u0259si t\u0259kc\u0259 emosional deyil, h\u0259m d\u0259 analitik bir s\u0259viyy\u0259y\u0259 qalx\u0131r. Bu, idmana olan mara\u011f\u0131 daha da d\u0259rinl\u0259\u015fdirir v\u0259 onun inki\u015faf\u0131na k\u00f6m\u0259k edir. If you want a concise overview, check <a href=\"https:\/\/en.wikipedia.org\/wiki\/Expected_goals\">expected goals explained<\/a>.<\/p>\n<p>Statistika v\u0259 analitika futbolun dilini geni\u015fl\u0259ndirir. Onlar oyunun g\u00f6z\u0259lliyini \u0259v\u0259z etmir, ancaq onun m\u00fcr\u0259kk\u0259bliyini v\u0259 strategiyas\u0131n\u0131 daha yax\u015f\u0131 anlamaq \u00fc\u00e7\u00fcn yeni bir l\u00fc\u011f\u0259t t\u0259qdim edir. Bu yana\u015fma h\u0259m pe\u015f\u0259karlar, h\u0259m d\u0259 azarke\u015fl\u0259r \u00fc\u00e7\u00fcn futbol t\u0259cr\u00fcb\u0259sini z\u0259nginl\u0259\u015fdirir. For general context and terms, see <a href=\"https:\/\/www.nfl.com\/\">NFL official site<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo, xG ve Keyfiyyet Metriklerini Anlamaq Azerbaycanda Idman Tehlilleri ucun Reyq Sistemi Rehberi Idman tehlilinde &quot;keyfiyyet&quot; anlayisi artiq sad\u0259 n\u0259tic\u0259l\u0259rd\u0259n daha \u00e7oxdur. M\u00fcasir metrikler komandalar\u0131n v\u0259 oyun\u00e7ular\u0131n performans\u0131n\u0131 d\u0259rinlikli qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn \u0259sas vasit\u0259l\u0259r\u0259 \u00e7evrilib. Bu yaz\u0131da, beyn\u0259lxalq miqyasda geni\u015f istifad\u0259 olunan, lakin yerli m\u00fczakir\u0259l\u0259rd\u0259 d\u0259 t\u0259tbiq oluna bil\u0259n iki \u0259sas sistem &#8211; Elo reyq\u0131 v\u0259 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/dronchessacademy.com\/index.php\/2026\/03\/02\/elo-xg-ve-keyfiyyet-metriklerini-anlamaq\/\"> <span class=\"screen-reader-text\">Elo, xG ve Keyfiyyet Metriklerini Anlamaq<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/posts\/47444"}],"collection":[{"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/comments?post=47444"}],"version-history":[{"count":1,"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/posts\/47444\/revisions"}],"predecessor-version":[{"id":47445,"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/posts\/47444\/revisions\/47445"}],"wp:attachment":[{"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/media?parent=47444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/categories?post=47444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dronchessacademy.com\/index.php\/wp-json\/wp\/v2\/tags?post=47444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}