{"id":15883,"date":"2026-03-02T08:09:26","date_gmt":"2026-03-02T08:09:26","guid":{"rendered":"https:\/\/ahsanz.com\/florya\/?p=15883"},"modified":"2026-03-03T19:21:56","modified_gmt":"2026-03-03T19:21:56","slug":"elo-xg-v-keyfiyyt-metrikalarinin-thlili","status":"publish","type":"post","link":"https:\/\/ahsanz.com\/florya\/elo-xg-v-keyfiyyt-metrikalarinin-thlili\/","title":{"rendered":"Elo, xG v\u0259 Keyfiyy\u0259t Metrikalar\u0131n\u0131n T\u0259hlili"},"content":{"rendered":"<p><title>Elo, xG v\u0259 Keyfiyy\u0259t Metrikalar\u0131n\u0131n T\u0259hlili<\/title><\/p>\n<h1>Az\u0259rbaycanda \u0130dman Statistikas\u0131 &#8211; Reytinq Sisteml\u0259rinin Prinsipl\u0259ri<\/h1>\n<p>\u0130dman t\u0259hlili d\u00fcnyas\u0131 r\u0259q\u0259msalla\u015fd\u0131qca, oyunlar\u0131n n\u0259tic\u0259l\u0259rini v\u0259 komandalar\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn inki\u015faf etmi\u015f riyazi modell\u0259r \u0259sas rol oynay\u0131r. Bu metodologiyalar t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaqla kifay\u0259tl\u0259nmir, h\u0259m d\u0259 idman hadis\u0259l\u0259rinin d\u0259rin qatlar\u0131n\u0131, o c\u00fcml\u0259d\u0259n Az\u0259rbaycan\u0131n futbol, \u015fahmat v\u0259 dig\u0259r populyar idman n\u00f6vl\u0259ri kontekstind\u0259 performans\u0131n keyfiyy\u0259t g\u00f6st\u0259ricil\u0259rini anlama\u011fa k\u00f6m\u0259k edir. M\u0259s\u0259l\u0259n, bir \u00e7ox t\u0259hlil\u00e7i bu g\u00fcn &quot;<a href=\"https:\/\/nashvilleneuroscience.com\/\">mostbet giri\u015f<\/a>&quot; platformas\u0131 kimi m\u0259nb\u0259l\u0259rd\u0259 t\u0259qdim olunan m\u0259lumatlar\u0131 da \u015f\u0259rh ed\u0259rk\u0259n, \u0259sas diqq\u0259t Elo, g\u00f6zl\u0259nil\u0259n qollar (xG) kimi universal sisteml\u0259r\u0259 v\u0259 onlar\u0131n lokal idman m\u00fchitin\u0259 t\u0259tbiqin\u0259 y\u00f6n\u0259ldilir. Bu yaz\u0131da biz bu metrikalar\u0131n n\u0259 oldu\u011funu, nec\u0259 i\u015fl\u0259diyini v\u0259 Az\u0259rbaycan azarke\u015fl\u0259ri \u00fc\u00e7\u00fcn onlar\u0131n d\u0259y\u0259rini ara\u015fd\u0131raca\u011f\u0131q.<\/p>\n<h2>Elo Reytinq Sistemi &#8211; \u015eahmatdan Global \u0130dmana<\/h2>\n<p>Elo reytinq sistemi 1960-c\u0131 ill\u0259rd\u0259 amerikal\u0131 fizik Arpad Elo t\u0259r\u0259find\u0259n \u015fahmat oyun\u00e7ular\u0131n\u0131n g\u00fcc\u00fcn\u00fc \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015fd\u0131r. Sistemin m\u0259rk\u0259zind\u0259 sad\u0259, lakin g\u00fccl\u00fc bir fikir durur: h\u0259r bir oyun\u00e7u v\u0259 ya komanda m\u00fc\u0259yy\u0259n bir reytinq bal\u0131na (ad\u0259t\u0259n &#8220;Elo reytinqi&#8221; adlan\u0131r) malikdir v\u0259 g\u00f6r\u00fc\u015f\u00fcn n\u0259tic\u0259si bu bala \u0259sas\u0259n proqnozla\u015fd\u0131r\u0131l\u0131r. N\u0259tic\u0259 g\u00f6zl\u0259ntil\u0259rd\u0259n f\u0259rqli olduqda, reytinq ballar\u0131 r\u0259qibl\u0259r aras\u0131nda k\u00f6\u00e7\u00fcr\u00fcl\u00fcr. Sistemin g\u00f6z\u0259lliyi onun universal t\u0259bi\u0259tind\u0259dir; bu g\u00fcn ondan futbol, basketbol, h\u0259tta videooyunlar kimi m\u00fcxt\u0259lif r\u0259qab\u0259tli sah\u0259l\u0259rd\u0259 istifad\u0259 olunur.<\/p>\n<p>Az\u0259rbaycan kontekstind\u0259 Elo sistemi x\u00fcsusil\u0259 \u015fahmat \u00fc\u00e7\u00fcn \u0259h\u0259miyy\u0259tlidir, \u00e7\u00fcnki \u00f6lk\u0259miz bu intellektual idman n\u00f6v\u00fcnd\u0259 g\u00fccl\u00fc \u0259n\u0259n\u0259l\u0259r\u0259 malikdir. Beyn\u0259lxalq \u015fahmat federasiyas\u0131 (FIDE) d\u0259 d\u0259qiq Elo variant\u0131ndan istifad\u0259 edir. Az\u0259rbaycan Premyer Liqas\u0131nda komandalar\u0131n g\u00fcc dinamikas\u0131n\u0131 izl\u0259m\u0259k \u00fc\u00e7\u00fcn d\u0259 adaptasiya edil\u0259 bil\u0259r. Sistemin \u0259sas \u00fcst\u00fcnl\u00fcy\u00fc onun davaml\u0131l\u0131\u011f\u0131 v\u0259 zamana qar\u015f\u0131 dayan\u0131ql\u0131\u011f\u0131d\u0131r; lakin, o, yaln\u0131z qalib v\u0259 m\u0259\u011flub n\u0259tic\u0259l\u0259rini n\u0259z\u0259r\u0259 al\u0131r, oyunun keyfiyy\u0259ti v\u0259 ya meydanda ba\u015f ver\u0259n hadis\u0259l\u0259r haqq\u0131nda m\u0259lumat vermir.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Praktiki M\u0259s\u0259l\u0259l\u0259ri<\/h3>\n<p>Reytinqin d\u0259yi\u015fm\u0259si iki \u0259sas amild\u0259n as\u0131l\u0131d\u0131r: g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 v\u0259 faktiki n\u0259tic\u0259. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 riyazi d\u00fcsturla hesablan\u0131r v\u0259 r\u0259qibl\u0259rin m\u00f6vcud reytinql\u0259ri aras\u0131ndak\u0131 f\u0259rq\u0259 \u0259saslan\u0131r. Daha g\u00fccl\u00fc t\u0259r\u0259f \u00fc\u00e7\u00fcn g\u00f6zl\u0259nti 1-\u0259 (q\u0259l\u0259b\u0259), z\u0259if t\u0259r\u0259f \u00fc\u00e7\u00fcn is\u0259 0-a (m\u0259\u011flubiyy\u0259t) yax\u0131nd\u0131r. Faktiki q\u0259l\u0259b\u0259 1, m\u0259\u011flubiyy\u0259t 0, he\u00e7-he\u00e7\u0259 is\u0259 0.5 kimi qiym\u0259tl\u0259ndirilir. D\u00fcstur a\u015fa\u011f\u0131dak\u0131 kimidir:<\/p>\n<p>Yeni Reytinq = K\u00f6hn\u0259 Reytinq + K * (Faktiki N\u0259tic\u0259 &#8211; G\u00f6zl\u0259nil\u0259n N\u0259tic\u0259)<\/p>\n<p>Burada &#8220;K&#8221; \u0259msal\u0131 oyunun \u0259h\u0259miyy\u0259tini g\u00f6st\u0259rir. Y\u00fcks\u0259k s\u0259viyy\u0259li turnirl\u0259rd\u0259 K daha a\u015fa\u011f\u0131 ola bil\u0259r ki, reytinq stabilliyi qorunsun, g\u0259nc oyun\u00e7ular \u00fc\u00e7\u00fcn is\u0259 daha y\u00fcks\u0259k ola bil\u0259r ki, s\u00fcr\u0259tli inki\u015faf \u0259ks olunsun. Az\u0259rbaycan \u015fahmat\u00e7\u0131lar\u0131n\u0131n beyn\u0259lxalq reytinql\u0259ri m\u0259hz bu prinsipl\u0259r \u0259sas\u0131nda formala\u015f\u0131r.<\/p>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar (xG) &#8211; Futbol T\u0259hlilind\u0259 \u0130nqilab<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n qollar (Expected Goals &#8211; xG) futbol analitikas\u0131nda son onillikd\u0259 \u0259n \u00e7ox t\u0259sir g\u00f6st\u0259rmi\u015f metrikad\u0131r. O, vurulan h\u0259r bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda qiym\u0259tl\u0259ndirir. Bu ehtimal z\u0259rb\u0259nin m\u0259saf\u0259si, buca\u011f\u0131, z\u0259rb\u0259 n\u00f6v\u00fc (ba\u015f, ayaq), qar\u015f\u0131durma v\u0259ziyy\u0259ti v\u0259 h\u00fccumun s\u00fcr\u0259ti kimi minl\u0259rl\u0259 ke\u00e7mi\u015f mat\u00e7 m\u0259lumat\u0131na \u0259saslanan statistik modeld\u0259n istifad\u0259 etm\u0259kl\u0259 hesablan\u0131r. For general context and terms, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Video_assistant_referee\">VAR explained<\/a>.<\/p>\n<p>Bu metodun m\u0259qs\u0259di, adi statistikalar\u0131 (m\u0259s\u0259l\u0259n, z\u0259rb\u0259l\u0259rin say\u0131) a\u015faraq, komandan\u0131n yaratd\u0131\u011f\u0131 t\u0259hl\u00fck\u0259li f\u00fcrs\u0259tl\u0259rin h\u0259qiqi keyfiyy\u0259tini \u00f6l\u00e7m\u0259kdir. Y\u00fcks\u0259k xG d\u0259y\u0259ri olan bir komanda, b\u0259lk\u0259 d\u0259 hesabda qalmasa da, yax\u015f\u0131 oyun g\u00f6st\u0259rir. Az\u0259rbaycan futbolunda xG analizi liqa mat\u00e7lar\u0131n\u0131n daha d\u0259rin ba\u015fa d\u00fc\u015f\u00fclm\u0259sin\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, komanda m\u00fcdafi\u0259si ne\u00e7\u0259 t\u0259hl\u00fck\u0259li f\u00fcrs\u0259t\u0259 imkan verib v\u0259 ya h\u00fccum\u00e7ular \u00f6z f\u00fcrs\u0259tl\u0259rini n\u0259 q\u0259d\u0259r s\u0259m\u0259r\u0259li istifad\u0259 edibl\u0259r.<\/p>\n<ul>\n<li><strong>XG-nin Hesablanma Amill\u0259ri:<\/strong> Z\u0259rb\u0259nin qap\u0131ya olan m\u0259saf\u0259si \u0259n kritik parametrdir. 6 metr daxilind\u0259n edil\u0259n z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131 (xG d\u0259y\u0259ri) 6 metrd\u0259n k\u0259nardan edil\u0259n z\u0259rb\u0259d\u0259n xeyli y\u00fcks\u0259kdir.<\/li>\n<li><strong>Z\u0259rb\u0259 Buca\u011f\u0131:<\/strong> Qap\u0131n\u0131n m\u0259rk\u0259zin\u0259 n\u0259 q\u0259d\u0259r yax\u0131n olunursa, xG d\u0259y\u0259ri bir o q\u0259d\u0259r y\u00fcks\u0259k olur. K\u00fcncd\u0259n edil\u0259n z\u0259rb\u0259l\u0259rin \u00e7evrilm\u0259 ehtimal\u0131 a\u015fa\u011f\u0131d\u0131r.<\/li>\n<li><strong>Qar\u015f\u0131durma V\u0259ziyy\u0259ti:<\/strong> Qap\u0131\u00e7\u0131 il\u0259 t\u0259k-t\u0259k qar\u015f\u0131la\u015fmada z\u0259rb\u0259nin xG d\u0259y\u0259ri, m\u00fcdafi\u0259\u00e7il\u0259r t\u0259r\u0259find\u0259n bloklanm\u0131\u015f z\u0259rb\u0259d\u0259n daha y\u00fcks\u0259kdir.<\/li>\n<li><strong>B\u0259d\u0259n hiss\u0259si:<\/strong> Ba\u015fla vurulan z\u0259rb\u0259l\u0259rin \u00fcmumiyy\u0259tl\u0259 ayaqla vurulanlardan a\u015fa\u011f\u0131 xG d\u0259y\u0259ri olur, \u00e7\u00fcnki onlar\u0131 idar\u0259 etm\u0259k daha \u00e7\u0259tindir.<\/li>\n<li><strong>H\u00fccumun S\u00fcr\u0259ti:<\/strong> Kontratak kimi s\u00fcr\u0259tli inki\u015fafl\u0131 h\u00fccumlarda edil\u0259n z\u0259rb\u0259l\u0259rin xG d\u0259y\u0259ri daha y\u00fcks\u0259k ola bil\u0259r, \u00e7\u00fcnki m\u00fcdafi\u0259 t\u0259\u015fkil olunmam\u0131\u015f olur.<\/li>\n<li><strong>K\u00f6m\u0259k\u00e7i n\u00f6v\u00fc:<\/strong> Z\u0259rb\u0259y\u0259 s\u0259b\u0259b olan \u00f6t\u00fcrm\u0259nin n\u00f6v\u00fc (m\u0259s\u0259l\u0259n, k\u00fcnc vuru\u015fundan sonra, ya yerind\u0259n, ya da havadan) model t\u0259r\u0259find\u0259n n\u0259z\u0259r\u0259 al\u0131n\u0131r.<\/li>\n<\/ul>\n<h2>Metrikalar\u0131 \u015e\u0259rh Etm\u0259k &#8211; R\u0259q\u0259ml\u0259rin Dili<\/h2>\n<p>Elo v\u0259 xG kimi g\u00f6st\u0259ricil\u0259r t\u0259kc\u0259 r\u0259q\u0259ml\u0259r deyil, hekay\u0259l\u0259rdir. Onlar\u0131 d\u00fczg\u00fcn \u015f\u0259rh etm\u0259k \u00fc\u00e7\u00fcn konteksti anlamaq vacibdir. M\u0259s\u0259l\u0259n, Az\u0259rbaycan Premyer Liqas\u0131nda a\u015fa\u011f\u0131 reytinqli bir komanda y\u00fcks\u0259k reytinqli r\u0259qibin\u0259 qar\u015f\u0131 he\u00e7-he\u00e7\u0259 ets\u0259, bu, g\u00f6zl\u0259nilm\u0259z n\u0259tic\u0259 kimi b\u00f6y\u00fck reytinq art\u0131m\u0131 il\u0259 n\u0259tic\u0259l\u0259n\u0259 bil\u0259r. Lakin, bu, h\u0259mi\u015f\u0259 komandan\u0131n g\u00fccl\u0259ndiyi m\u0259nas\u0131n\u0131 vermir; b\u0259lk\u0259 d\u0259 y\u00fcks\u0259k reytinqli komanda z\u0259if formada idi v\u0259 ya x\u00fcsusi taktiki plan t\u0259tbiq edilmi\u015fdi.<\/p>\n<p>Eynil\u0259, futbolda xG metrikan\u0131 t\u0259hlil ed\u0259rk\u0259n, onu t\u0259kba\u015f\u0131na deyil, dig\u0259r g\u00f6st\u0259ricil\u0259rl\u0259 birlikd\u0259 n\u0259z\u0259rd\u0259n ke\u00e7irm\u0259k laz\u0131md\u0131r. Y\u00fcks\u0259k xG, lakin a\u015fa\u011f\u0131 qol say\u0131 (underperformance) komandan\u0131n h\u00fccumda s\u0259m\u0259r\u0259siz oldu\u011funu v\u0259 ya r\u0259qib qap\u0131\u00e7\u0131s\u0131n\u0131n f\u00f6vq\u0259lad\u0259 oyun g\u00f6st\u0259rdiyini bildir\u0259 bil\u0259r. \u018fksin\u0259, a\u015fa\u011f\u0131 xG, lakin y\u00fcks\u0259k qol say\u0131 (overperformance) is\u0259 ya y\u00fcks\u0259k d\u0259qiqlik, ya da m\u00fcv\u0259qq\u0259ti u\u011fur g\u00f6st\u0259ricisi ola bil\u0259r v\u0259 uzun m\u00fcdd\u0259td\u0259 davam etm\u0259 ehtimal\u0131 a\u015fa\u011f\u0131d\u0131r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrika<\/th>\n<th>\u00d6l\u00e7d\u00fcy\u00fc Anlay\u0131\u015f<\/th>\n<th>G\u00fccl\u00fc t\u0259r\u0259fl\u0259ri<\/th>\n<th>M\u0259hdudiyy\u0259tl\u0259ri<\/th>\n<th>Az\u0259rbaycan Kontekstind\u0259 T\u0259tbiqi<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Elo Reytinqi<\/strong><\/td>\n<td>Komanda\/Oyun\u00e7unun \u00fcmumi g\u00fcc\u00fc v\u0259 davaml\u0131l\u0131\u011f\u0131<\/td>\n<td>Sad\u0259, universal, tarixi m\u00fcqayis\u0259 imkan\u0131 verir<\/td>\n<td>Oyun keyfiyy\u0259tini v\u0259 detallar\u0131n\u0131 n\u0259z\u0259r\u0259 alm\u0131r<\/td>\n<td>\u015eahmat\u00e7\u0131lar\u0131n beyn\u0259lxalq reytinqi, lokal liqa komandalar\u0131n\u0131n g\u00fcc dinamikas\u0131<\/td>\n<\/tr>\n<tr>\n<td><strong>xG (\u00dcmumi)<\/strong><\/td>\n<td>Mat\u00e7 \u0259rzind\u0259 yarad\u0131lan qol f\u00fcrs\u0259tl\u0259rinin keyfiyy\u0259ti<\/td>\n<td>Oyunun \u0259dal\u0259tli t\u0259hlilin\u0259 imkan verir, taleyi aradan qald\u0131r\u0131r<\/td>\n<td>F\u0259rdi oyun\u00e7u bacar\u0131\u011f\u0131n\u0131 tam \u0259ks etdirmir, model m\u0259nb\u0259yind\u0259n as\u0131l\u0131d\u0131r<\/td>\n<td>APL komandalar\u0131n\u0131n h\u00fccum v\u0259 m\u00fcdafi\u0259 effektivliyinin qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td><strong>xG F\u0259rqi (xGD)<\/strong><\/td>\n<td>Komandan\u0131n meydanda \u00fcst\u00fcnl\u00fcy\u00fc<\/td>\n<td>Uzunm\u00fcdd\u0259tli performans\u0131n daha etibarl\u0131 g\u00f6st\u0259ricisi<\/td>\n<td>T\u0259k mat\u00e7da n\u0259tic\u0259ni proqnozla\u015fd\u0131ra bilm\u0259z<\/td>\n<td>Komandan\u0131n m\u00f6vs\u00fcm \u0259rzind\u0259 inki\u015faf trendl\u0259rinin m\u00fc\u0259yy\u0259n edilm\u0259si<\/td>\n<\/tr>\n<tr>\n<td><strong>Post-shot xG<\/strong><\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n qar\u015f\u0131s\u0131n\u0131 alma performans\u0131<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n reaksiyas\u0131n\u0131 v\u0259 z\u0259rb\u0259nin keyfiyy\u0259tini n\u0259z\u0259r\u0259 al\u0131r<\/td>\n<td>Yaln\u0131z qap\u0131ya d\u0259y\u0259n z\u0259rb\u0259l\u0259r \u00fc\u00e7\u00fcn hesablan\u0131r<\/td>\n<td>Yerli liqada qap\u0131\u00e7\u0131lar\u0131n f\u0259rdi performans\u0131n\u0131n d\u0259y\u0259rl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Az\u0259rbaycan \u0130dman\u0131nda Keyfiyy\u0259t Metrikalar\u0131n\u0131n G\u0259l\u0259c\u0259yi<\/h2>\n<p>Az\u0259rbaycanda idman\u0131n pe\u015f\u0259kar s\u0259viyy\u0259d\u0259 inki\u015faf\u0131 il\u0259 yana\u015f\u0131, onun t\u0259hlili \u00fcsullar\u0131 da d\u0259yi\u015fir. Art\u0131q yerli klublar v\u0259 federasiyalar m\u0259\u015fq prosesl\u0259rini, oyun\u00e7u se\u00e7imini v\u0259 taktiki haz\u0131rl\u0131\u011f\u0131 r\u0259q\u0259msal m\u0259lumatlara \u0259sasland\u0131rma\u011fa ba\u015flay\u0131rlar. Elo v\u0259 xG kimi sisteml\u0259r bu prosesin ayr\u0131lmaz hiss\u0259sin\u0259 \u00e7evril\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, g\u0259nc futbol\u00e7ular\u0131n skautinqi zaman\u0131 onlar\u0131n yaratd\u0131\u011f\u0131 t\u0259hl\u00fck\u0259li f\u00fcrs\u0259tl\u0259rin xG d\u0259y\u0259ri, adi qol\/assyist statistikas\u0131ndan daha d\u0259qiq m\u0259lumat ver\u0259 bil\u0259r.<\/p>\n<p>Eyni zamanda, bu metrikalar\u0131n m\u0259hdudiyy\u0259tl\u0259rini d\u0259 unutmamaq laz\u0131md\u0131r. Onlar idman\u0131n emosional, psixoloji v\u0259 strateji t\u0259r\u0259fl\u0259rini tam \u0259hat\u0259 ed\u0259 bilm\u0259z. Az\u0259rbaycan kimi g\u00fccl\u00fc komanda ruhuna malik \u00f6lk\u0259d\u0259, r\u0259q\u0259msal analitika insan m\u00fchakim\u0259si il\u0259 harmoniyada i\u015fl\u0259m\u0259lidir. G\u0259l\u0259c\u0259kd\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si v\u0259 AI texnologiyalar\u0131n\u0131n inki\u015faf\u0131 il\u0259 bu modell\u0259r daha da d\u0259qiql\u0259\u015f\u0259c\u0259k v\u0259 lokal liqan\u0131n x\u00fcsusiyy\u0259tl\u0259rini (m\u0259s\u0259l\u0259n, m\u00fc\u0259yy\u0259n meydanlar\u0131n \u00f6l\u00e7\u00fcl\u0259ri, iqlim \u015f\u0259raiti) n\u0259z\u0259r\u0259 alan daha uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f versiyalar\u0131 yaranacaq.<\/p>\n<h3>Azarke\u015f T\u0259hlili \u00dc\u00e7\u00fcn Praktik M\u0259sl\u0259h\u0259tl\u0259r<\/h3>\n<p>Adi azarke\u015f kimi bu m\u00fcr\u0259kk\u0259b r\u0259q\u0259ml\u0259ri nec\u0259 ba\u015fa d\u00fc\u015fm\u0259k olar? \u018fsas prinsip ondan ibar\u0259tdir ki, he\u00e7 bir metrika t\u0259kba\u015f\u0131na h\u0259qiq\u0259ti g\u00f6st\u0259rmir. Onlar\u0131 birlikd\u0259 \u015f\u0259rh etm\u0259k laz\u0131md\u0131r.<\/p>\n<ol>\n<li><strong>Kontekst\u0259 Diqq\u0259t:<\/strong> Komandan\u0131n yar\u0131m hey\u0259tind\u0259ki z\u0259d\u0259l\u0259r, motivasiya s\u0259viyy\u0259si (m\u0259s\u0259l\u0259n, kubok mat\u00e7\u0131) v\u0259 ev\/s\u0259f\u0259r statistikas\u0131 r\u0259q\u0259ml\u0259rin \u015f\u0259rhin\u0259 ciddi t\u0259sir g\u00f6st\u0259rir.<\/li>\n<li><strong>Trendl\u0259ri Axtar\u0131n:<\/strong> T\u0259k bir mat\u00e7\u0131n x<\/li>\n<\/ol>\n<p>G d\u0259y\u0259ri b\u00f6y\u00fck \u0259h\u0259miyy\u0259t k\u0259sb etm\u0259y\u0259 bil\u0259r. Lakin bir ne\u00e7\u0259 oyun \u0259rzind\u0259 komandan\u0131n yaratd\u0131\u011f\u0131 t\u0259hl\u00fck\u0259li f\u00fcrs\u0259tl\u0259rin say\u0131nda v\u0259 keyfiyy\u0259tind\u0259 davaml\u0131 art\u0131m v\u0259 ya azalma, onun formada olmas\u0131 bar\u0259d\u0259 daha etibarl\u0131 m\u0259lumat verir. For general context and terms, see <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a>.<\/p>\n<ol start=\"3\">\n<li><strong>M\u00fcqayis\u0259li T\u0259hlil:<\/strong> Komandan\u0131n xG g\u00f6st\u0259ricil\u0259rini r\u0259qibl\u0259rinin v\u0259 liqan\u0131n orta g\u00f6st\u0259ricil\u0259ri il\u0259 m\u00fcqayis\u0259 etm\u0259k, onun h\u00fccum v\u0259 m\u00fcdafi\u0259 effektivliyini daha yax\u015f\u0131 qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir.<\/li>\n<\/ol>\n<p>Bu yana\u015fma, yaln\u0131z futbol \u00fc\u00e7\u00fcn deyil, dig\u0259r idman n\u00f6vl\u0259ri \u00fc\u00e7\u00fcn d\u0259 faydal\u0131d\u0131r. M\u0259s\u0259l\u0259n, basketbolda komandan\u0131n atd\u0131\u011f\u0131 z\u0259rb\u0259l\u0259rin effektivliyini qiym\u0259tl\u0259ndir\u0259rk\u0259n, sad\u0259 faiz g\u00f6st\u0259ricisind\u0259n daha \u00e7ox, at\u0131\u015flar\u0131n m\u0259saf\u0259si v\u0259 m\u00fcdafi\u0259\u00e7inin t\u0259zyiqi kimi amill\u0259r n\u0259z\u0259r\u0259 al\u0131nmal\u0131d\u0131r.<\/p>\n<p>R\u0259q\u0259msal analitika idman\u0131 ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn yeni bir l\u00fc\u011f\u0259t t\u0259qdim edir. Bu l\u00fc\u011f\u0259ti m\u0259nims\u0259m\u0259k, oyunu daha d\u0259rin s\u0259viyy\u0259d\u0259 g\u00f6rm\u0259y\u0259, taktiki q\u0259rarlar\u0131 qiym\u0259tl\u0259ndirm\u0259y\u0259 v\u0259 komandalar\u0131n g\u00fcc\u00fcn\u00fc obyektiv \u015f\u0259kild\u0259 m\u00fcqayis\u0259 etm\u0259y\u0259 k\u00f6m\u0259k edir. Az\u0259rbaycan idman\u0131n\u0131n bu istiqam\u0259td\u0259ki inki\u015faf\u0131, onun beyn\u0259lxalq s\u0259viyy\u0259d\u0259 r\u0259qab\u0259t qabiliyy\u0259tinin artmas\u0131na da m\u00fcsb\u0259t t\u0259sir g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<p>N\u0259tic\u0259 etibaril\u0259, idman t\u0259hlili \u00fc\u00e7\u00fcn keyfiyy\u0259t metrikalar\u0131 m\u00f6vcud \u0259n\u0259n\u0259vi statistikalar\u0131 \u0259v\u0259z etm\u0259k deyil, onlar\u0131 tamamlamaq v\u0259 d\u0259rinl\u0259\u015fdirm\u0259k m\u0259qs\u0259di da\u015f\u0131y\u0131r. Onlar\u0131n d\u00fczg\u00fcn t\u0259tbiqi idman\u00e7\u0131lar\u0131n, m\u0259\u015fq\u00e7il\u0259rin, menecerl\u0259rin v\u0259 h\u0259v\u0259skar azarke\u015fl\u0259rin q\u0259rar q\u0259bul etm\u0259 prosesini daha m\u0259lumatl\u0131 v\u0259 effektiv ed\u0259 bil\u0259r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo, xG v\u0259 Keyfiyy\u0259t Metrikalar\u0131n\u0131n T\u0259hlili Az\u0259rbaycanda \u0130dman Statistikas\u0131 &#8211; Reytinq Sisteml\u0259rinin Prinsipl\u0259ri \u0130dman t\u0259hlili d\u00fcnyas\u0131 r\u0259q\u0259msalla\u015fd\u0131qca, oyunlar\u0131n n\u0259tic\u0259l\u0259rini v\u0259 komandalar\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn inki\u015faf etmi\u015f<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-15883","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/posts\/15883"}],"collection":[{"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/comments?post=15883"}],"version-history":[{"count":1,"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/posts\/15883\/revisions"}],"predecessor-version":[{"id":15884,"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/posts\/15883\/revisions\/15884"}],"wp:attachment":[{"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/media?parent=15883"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/categories?post=15883"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ahsanz.com\/florya\/wp-json\/wp\/v2\/tags?post=15883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}