{"id":2458,"date":"2026-03-02T15:13:15","date_gmt":"2026-03-02T08:13:15","guid":{"rendered":"https:\/\/theportraitplace.id\/bdg-paskal\/?p=2458"},"modified":"2026-03-04T01:43:30","modified_gmt":"2026-03-03T18:43:30","slug":"elo-xg-ve-keyfiyyet-metriklerini-anlamaq","status":"publish","type":"post","link":"https:\/\/theportraitplace.id\/bdg-paskal\/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 Tehlili \u00fc\u00e7\u00fcn Reytinq Sistemleri &#8211; Elo ve xG<\/h1>\n<p>Idman tehlili d\u00fcnyas\u0131nda keyfiyyeti ve performans\u0131 \u00f6l\u00e7mek \u00fc\u00e7\u00fcn m\u00fcxtelif riyazi modeller ve statistik g\u00f6st\u0259ricil\u0259r m\u00f6vcuddur. Bu metrikler t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn deyil, h\u0259m d\u0259 komandalar\u0131n v\u0259 oyun\u00e7ular\u0131n g\u00fcc\u00fcn\u00fc daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 olunur. Azerbaycanda da, x\u00fcsusil\u0259 futbol v\u0259 \u015fahmat kimi populyar idman n\u00f6vl\u0259rind\u0259, bu sisteml\u0259rin anla\u015f\u0131lmas\u0131 t\u0259hlilin keyfiyy\u0259tini \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 art\u0131ra bil\u0259r. M\u0259s\u0259l\u0259n, pe\u015f\u0259kar land\u015faft dizayn\u0131 layih\u0259l\u0259rind\u0259 oldu\u011fu kimi, m\u00fcr\u0259kk\u0259b sisteml\u0259ri d\u00fczg\u00fcn planla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn <a href=\"https:\/\/marmaralandscaping.com\/\">https:\/\/marmaralandscaping.com\/<\/a> d\u0259qiq \u00f6l\u00e7m\u0259 v\u0259 t\u0259hlil t\u0259l\u0259b olunur. Bu yaz\u0131da, Elo reytinqi, G\u00f6zl\u0259nil\u0259n Qollar (xG) kimi \u0259sas anlay\u0131\u015flar v\u0259 onlar\u0131n Azerbaycan idman m\u00fchitind\u0259 t\u0259tbiqi analitik bax\u0131mdan ara\u015fd\u0131r\u0131lacaq.<\/p>\n<h2>Elo Reytinq Sisteminin Esaslar\u0131 ve Tarixi<\/h2>\n<p>Elo reytinq sistemi 1960-c\u0131 ill\u0259rin sonunda Amerikal\u0131 fizik professoru 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, oyun\u00e7unun qalib g\u0259lm\u0259 ehtimal\u0131n\u0131 riyazi olaraq ifad\u0259 ed\u0259n sad\u0259, lakin effektiv bir \u00e7\u0259r\u00e7iv\u0259 t\u0259qdim edir. Elo-nun \u0259sas m\u0259ntiqi, h\u0259r bir oyun\u00e7unun d\u0259yi\u015fk\u0259n bir reytinq xal\u0131na malik olmas\u0131 v\u0259 bu xallar\u0131n r\u0259qibl\u0259rin g\u00fcc\u00fcn\u0259 v\u0259 oyunun n\u0259tic\u0259sin\u0259 g\u00f6r\u0259 yenid\u0259n hesablanmas\u0131d\u0131r. Bu sistem sonradan dig\u0259r idman n\u00f6vl\u0259rin\u0259, o c\u00fcml\u0259d\u0259n futbol, basketbol v\u0259 tennis\u0259 d\u0259 uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015fd\u0131r.<\/p>\n<p>Azerbaycanda \u015fahmat\u0131n g\u00fccl\u00fc \u0259n\u0259n\u0259l\u0259ri n\u0259z\u0259r\u0259 al\u0131nd\u0131qda, Elo reytinqi yerli \u015fahmat\u00e7\u0131lar\u0131n beyn\u0259lxalq arenada m\u00f6vqeyini anlamaq \u00fc\u00e7\u00fcn vacib bir vasit\u0259dir. F\u0130DE (Beyn\u0259lxalq \u015eahmat Federasiyas\u0131) t\u0259r\u0259find\u0259n istifad\u0259 edil\u0259n sistem mahiyy\u0259tc\u0259 Elo sisteminin t\u0259kmill\u0259\u015fdirilmi\u015f bir formas\u0131d\u0131r. Yerli turnirl\u0259rd\u0259 v\u0259 milli \u00e7empionatlarda da bu prinsipl\u0259r \u0259sas\u0131nda oyun\u00e7ular\u0131n performans\u0131 qiym\u0259tl\u0259ndirilir.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Praktiki Mexanizmi<\/h3>\n<p>Elo reytinqinin hesablanmas\u0131 \u00fc\u00e7\u00fcn \u0259sas d\u00fcstur nisb\u0259t\u0259n sad\u0259dir. H\u0259r bir oyun\u00e7u ba\u015flan\u011f\u0131c reytinq il\u0259 (m\u0259s\u0259l\u0259n, 1000 xal) ba\u015flay\u0131r. Oyun ba\u015fa \u00e7atd\u0131qdan sonra reytinq d\u0259yi\u015fikliyi a\u015fa\u011f\u0131dak\u0131 amill\u0259rd\u0259n as\u0131l\u0131 olaraq hesablan\u0131r:<\/p>\n<ul>\n<li>Oyunun g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259si (qalib g\u0259lm\u0259 ehtimal\u0131).<\/li>\n<li>Oyunun faktiki n\u0259tic\u0259si (q\u0259l\u0259b\u0259, he\u00e7-he\u00e7\u0259 v\u0259 ya m\u0259\u011flubiyy\u0259t).<\/li>\n<li>&#8220;K&#8221; amili adlanan sabit, hans\u0131 ki, reytinqin n\u0259 q\u0259d\u0259r tez d\u0259yi\u015f\u0259c\u0259yini m\u00fc\u0259yy\u0259n edir (y\u00fcks\u0259k s\u0259viyy\u0259li turnirl\u0259rd\u0259 a\u015fa\u011f\u0131, yeni ba\u015flayanlar \u00fc\u00e7\u00fcn y\u00fcks\u0259k ola bil\u0259r).<\/li>\n<li>R\u0259qibin reytinq xallar\u0131.<\/li>\n<\/ul>\n<p>M\u0259s\u0259l\u0259n, daha y\u00fcks\u0259k reytinqli oyun\u00e7u qalib g\u0259lm\u0259li oldu\u011fu bir oyunda m\u0259\u011flub olarsa, \u00e7oxlu xal itir\u0259c\u0259k, \u0259ksin\u0259, a\u015fa\u011f\u0131 reytinqli oyun\u00e7u qalib g\u0259ls\u0259, \u00e7oxlu xal qazanacaq. Bu dinamik sistem, performansdak\u0131 d\u0259yi\u015fiklikl\u0259ri tez bir zamanda \u0259ks etdirm\u0259y\u0259 imkan verir.<\/p>\n<h2>Futbol Tehlilinde G\u00f6zl\u0259nil\u0259n Qollar (xG) Metrikas\u0131<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n Qollar v\u0259 ya q\u0131saca xG, futbolun m\u00fcasir statistik t\u0259hlilind\u0259 \u0259n m\u00fch\u00fcm anlay\u0131\u015flardan birin\u0259 \u00e7evrilmi\u015fdir. Bu metrika, m\u00fc\u0259yy\u0259n bir z\u0259rb\u0259 v\u0259 ya qol f\u00fcrs\u0259tinin n\u0259 d\u0259r\u0259c\u0259d\u0259 qolla n\u0259tic\u0259l\u0259nm\u0259 ehtimal\u0131n\u0131 \u00f6l\u00e7\u00fcr. Model, tarixi m\u0259lumatlar \u0259sas\u0131nda qurulur v\u0259 z\u0259rb\u0259nin yerind\u0259n, b\u0259d\u0259nin hans\u0131 hiss\u0259si il\u0259 vuruldu\u011fundan, h\u00fccumun n\u00f6v\u00fcnd\u0259n (m\u0259s\u0259l\u0259n, s\u0259rb\u0259st vuru\u015f, penalti) v\u0259 dig\u0259r onlarla amild\u0259n as\u0131l\u0131 olaraq 0 il\u0259 1 aras\u0131nda bir ehtimal d\u0259y\u0259ri t\u0259yin edir.<\/p>\n<p>Azerbaycan Premyer Liqas\u0131nda da xG analizi getdikc\u0259 daha \u00e7ox diqq\u0259t \u00e7\u0259kir. Klublar\u0131n texniki hey\u0259ti v\u0259 t\u0259hlil\u00e7il\u0259r, komandan\u0131n h\u00fccum effektivliyini v\u0259 m\u00fcdafi\u0259 z\u0259iflikl\u0259rini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn bu m\u0259lumatlardan istifad\u0259 edirl\u0259r. M\u0259s\u0259l\u0259n, bir oyunda y\u00fcks\u0259k xG d\u0259y\u0259ri olan \u00e7oxlu f\u00fcrs\u0259tl\u0259r yaradan, lakin az qol vuran komanda, bitiricilik probleml\u0259rind\u0259n \u0259ziyy\u0259t \u00e7\u0259k\u0259 bil\u0259r.<\/p>\n<h3>xG Modelini Qurarken N\u0259z\u0259r\u0259 Al\u0131nan Amill\u0259r<\/h3>\n<p>xG modell\u0259ri ad\u0259t\u0259n minl\u0259rl\u0259 tarixi qol momentinin statistikas\u0131 \u0259sas\u0131nda qurulur. H\u0259r bir z\u0259rb\u0259 \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 kimi parametrl\u0259r qiym\u0259tl\u0259ndirilir:<\/p>\n<ul>\n<li>Z\u0259rb\u0259nin qap\u0131ya olan m\u0259saf\u0259si (\u0259sas amil).<\/li>\n<li>Z\u0259rb\u0259nin buca\u011f\u0131 (m\u0259rk\u0259z\u0259 n\u0259 q\u0259d\u0259r yax\u0131n).<\/li>\n<li>Z\u0259rb\u0259nin hans\u0131 ayaqla v\u0259 ya b\u0259d\u0259n hiss\u0259si il\u0259 vuruldu\u011fu (ba\u015fla vurma daha az ehtimal oluna bil\u0259r).<\/li>\n<li>H\u00fccumun n\u00f6v\u00fc (qar\u015f\u0131-qar\u015f\u0131ya qalma, k\u00fcncd\u0259n vuru\u015f, penalti).<\/li>\n<li>M\u00fcdafi\u0259\u00e7il\u0259rin v\u0259 qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyi (m\u00fcdafi\u0259nin s\u0131xl\u0131\u011f\u0131).<\/li>\n<li>H\u00fccumun s\u00fcr\u0259ti (kontr-h\u00fccumda ehtimal daha y\u00fcks\u0259k ola bil\u0259r).<\/li>\n<\/ul>\n<p>Bu amill\u0259rin ham\u0131s\u0131 bir araya g\u0259tiril\u0259r\u0259k, h\u0259r bir f\u00fcrs\u0259t \u00fc\u00e7\u00fcn 0.05 (\u00e7\u0259tin f\u00fcrs\u0259t) kimi a\u015fa\u011f\u0131 v\u0259 ya 0.80 (a\u00e7\u0131q qol) kimi y\u00fcks\u0259k bir xG d\u0259y\u0259ri yaran\u0131r. Bir oyunun \u00fcmumi xG c\u0259mi, komandan\u0131n n\u0259 q\u0259d\u0259r keyfiyy\u0259tli f\u00fcrs\u0259t yaratd\u0131\u011f\u0131n\u0131n \u00fcmumi g\u00f6st\u0259ricisidir.<\/p>\n<h2>Metrikalar\u0131 D\u00fczg\u00fcn \u015eerh Etmek ve \u00dcmumi Anlay\u0131\u015flar<\/h2>\n<p>Elo v\u0259 xG kimi metrikalar g\u00fccl\u00fc vasit\u0259l\u0259r olsa da, onlar\u0131 t\u0259k ba\u015f\u0131na v\u0259 ya s\u0259hv \u015f\u0259rh etm\u0259k yan\u0131lt\u0131c\u0131 ola bil\u0259r. H\u0259r bir metrikaya \u00f6z m\u0259hdudiyy\u0259tl\u0259ri daxildir v\u0259 idman\u0131n insan faktorunu tam olaraq \u00f6l\u00e7\u0259 bilm\u0259z. M\u0259s\u0259l\u0259n, Elo reytinqi komandan\u0131n cari formas\u0131n\u0131, z\u0259d\u0259l\u0259ri v\u0259 ya motivasiyas\u0131n\u0131 birba\u015fa \u0259ks etdirmir. Eynil\u0259, y\u00fcks\u0259k xG d\u0259y\u0259ri h\u0259mi\u015f\u0259 q\u0259l\u0259b\u0259ni z\u0259man\u0259t etmir; qap\u0131\u00e7\u0131n\u0131n f\u00f6vq\u0259lad\u0259 performans\u0131 v\u0259 ya \u015fans faktorlar\u0131 n\u0259tic\u0259ni d\u0259yi\u015f\u0259 bil\u0259r.<\/p>\n<p>Azerbaycan kontekstind\u0259 bu metrikalar\u0131 \u015f\u0259rh ed\u0259rk\u0259n yerli liqan\u0131n spesifik x\u00fcsusiyy\u0259tl\u0259rini n\u0259z\u0259r\u0259 almaq vacibdir. Oyunun tempi, taktiki \u00fcslublar v\u0259 h\u0259v\u0259skar statistik m\u0259lumatlar\u0131n toplanma d\u0259qiqliyi beyn\u0259lxalq standartlardan f\u0259rqli ola bil\u0259r. Buna g\u00f6r\u0259 d\u0259, yerli t\u0259hlil\u00e7il\u0259r \u00fc\u00e7\u00fcn \u0259n faydal\u0131 yana\u015fma, bu r\u0259q\u0259msal g\u00f6st\u0259ricil\u0259ri \u0259n\u0259n\u0259vi m\u00fc\u015fahid\u0259 v\u0259 taktiki biliql\u0259 birl\u0259\u015fdirm\u0259kdir.<\/p>\n<h3>Dig\u0259r \u018fh\u0259miyy\u0259tli Keyfiyyet \u00d6l\u00e7\u00fcleri<\/h3>\n<p>Idman t\u0259hlilind\u0259 istifad\u0259 olunan dig\u0259r bir s\u0131ra m\u00fch\u00fcm metrikalar var. Onlar\u0131n h\u0259r biri m\u00fc\u0259yy\u0259n bir aspekti \u00f6l\u00e7\u00fcr v\u0259 birlikd\u0259 daha dol\u011fun bir \u015f\u0259kil yarad\u0131r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrikan\u0131n Ad\u0131<\/th>\n<th>\u00d6l\u00e7d\u00fcy\u00fc Aspekt<\/th>\n<th>T\u0259tbiq Sah\u0259si<\/th>\n<th>M\u0259hdudiyy\u0259tl\u0259r<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>G\u00f6zl\u0259nil\u0259n K\u00f6m\u0259klik (xA)<\/td>\n<td>\u00d6t\u00fcrm\u0259nin qolla n\u0259tic\u0259l\u0259nm\u0259 ehtimal\u0131<\/td>\n<td>Futbol, hokkey<\/td>\n<td>Bitiricinin keyfiyy\u0259tind\u0259n as\u0131l\u0131d\u0131r<\/td>\n<\/tr>\n<tr>\n<td>PPG (Oyuna G\u00f6r\u0259 Xal)<\/td>\n<td>Komandan\u0131n orta hesabla bir oyundan toplad\u0131\u011f\u0131 xal<\/td>\n<td>Futbol, basketbol liqalar\u0131<\/td>\n<td>C\u0259dv\u0259lin g\u00fcc\u00fcn\u00fc n\u0259z\u0259r\u0259 alm\u0131r<\/td>\n<\/tr>\n<tr>\n<td>Player Efficiency Rating (PER)<\/td>\n<td>Oyun\u00e7unun d\u0259qiq\u0259d\u0259ki \u00fcmumi t\u00f6hf\u0259si<\/td>\n<td>Basketbol<\/td>\n<td>M\u00fcdafi\u0259ni tam \u0259ks etdirmir<\/td>\n<\/tr>\n<tr>\n<td>Pass Completion % &#038; Territory<\/td>\n<td>\u00d6t\u00fcrm\u0259 d\u0259qiqliyi v\u0259 sah\u0259 n\u0259zar\u0259ti<\/td>\n<td>Futbol, reqbi<\/td>\n<td>\u00d6t\u00fcrm\u0259l\u0259rin risk\/t\u0259hl\u00fck\u0259sizlik balans\u0131n\u0131 g\u00f6st\u0259rmir<\/td>\n<\/tr>\n<tr>\n<td>Post-shot xG<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n qar\u015f\u0131s\u0131n\u0131 ald\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rin xG-si<\/td>\n<td>Futbol, xokkey<\/td>\n<td>Yaln\u0131z qap\u0131ya d\u0259y\u0259n z\u0259rb\u0259l\u0259ri \u00f6l\u00e7\u00fcr<\/td>\n<\/tr>\n<tr>\n<td>Sabit Oyun\u00e7u D\u0259y\u0259ri<\/td>\n<td>Transfer bazar\u0131nda oyun\u00e7unun bazar d\u0259y\u0259ri<\/td>\n<td>B\u00fct\u00fcn komanda idmanlar\u0131<\/td>\n<td>Spekulyasiya v\u0259 agent t\u0259sirind\u0259n t\u0259sirl\u0259nir<\/td>\n<\/tr>\n<tr>\n<td>Taktik Uy\u011funluq D\u0259r\u0259c\u0259si<\/td>\n<td>Oyun\u00e7unun komanda sistemin\u0259 uy\u011funlu\u011fu<\/td>\n<td>Futbol, basketbol<\/td>\n<td>K\u0259miyy\u0259tl\u0259\u015fdirilm\u0259si \u00e7\u0259tindir<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Bu g\u00f6st\u0259ricil\u0259rd\u0259n istifad\u0259 ed\u0259rk\u0259n, onlar\u0131n hans\u0131 m\u0259qs\u0259dl\u0259 haz\u0131rland\u0131\u011f\u0131n\u0131 v\u0259 hans\u0131 kontekstd\u0259 \u0259n m\u0259nal\u0131 oldu\u011funu ba\u015fa d\u00fc\u015fm\u0259k laz\u0131md\u0131r. M\u0259s\u0259l\u0259n, basketbolda PER d\u0259r\u0259c\u0259si y\u00fcks\u0259k, lakin m\u00fcdafi\u0259si z\u0259if olan bir oyun\u00e7u komandaya qar\u0131\u015f\u0131q t\u0259sir g\u00f6st\u0259r\u0259 bil\u0259r.<\/p>\n<h2>Azerbaycan Idman\u0131nda Statistik T\u0259hlilin \u0130stiqam\u0259tl\u0259ri<\/h2>\n<p>Azerbaycanda idman\u0131n r\u0259q\u0259msalla\u015fmas\u0131 v\u0259 statistik t\u0259hlil\u0259 maraq son ill\u0259rd\u0259 artmaqdad\u0131r. Milli futbol komandas\u0131n\u0131n v\u0259 Premyer Liqa klublar\u0131n\u0131n performans\u0131n\u0131n d\u0259rin t\u0259hlili art\u0131q t\u0259kc\u0259 qol v\u0259 uduzmaq statistikas\u0131 il\u0259 m\u0259hdudla\u015fm\u0131r. G\u0259nc t\u0259hlil\u00e7il\u0259r v\u0259 m\u00fct\u0259x\u0259ssisl\u0259r beyn\u0259lxalq platformalarda istifad\u0259 olunan m\u00fcasir vasit\u0259l\u0259ri \u00f6yr\u0259nir v\u0259 yerli \u015f\u0259rait\u0259 uy\u011funla\u015fd\u0131rma\u011fa \u00e7al\u0131\u015f\u0131rlar.<\/p>\n<p>Bu inki\u015faf\u0131n qar\u015f\u0131s\u0131nda dayanan \u0259sas \u00e7\u0259tinlikl\u0259r aras\u0131nda m\u0259lumatlar\u0131n keyfiyy\u0259tli toplanmas\u0131, t\u0259hlil \u00fc\u00e7\u00fcn laz\u0131ml\u0131 infrastrukturun olmas\u0131 v\u0259 \u0259n\u0259n\u0259vi idman bax\u0131\u015f\u0131 il\u0259 r\u0259q\u0259msal t\u0259hlil aras\u0131nda tarazl\u0131q qurmaq durur. Lakin, g\u0259nc n\u0259sil idman menecerl\u0259ri v\u0259 texniki direktorlar bu sah\u0259y\u0259 daha \u00e7ox investisiya etdikc\u0259, v\u0259ziyy\u0259t s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir.<\/p>\n<h3>G\u0259l\u0259c\u0259k \u00dc\u00e7\u00fcn Potensial T\u0259tbiql\u0259r<\/h3>\n<p>Statistik modell\u0259rin v\u0259 keyfiyy\u0259t metrikalar\u0131n\u0131n g\u0259l\u0259c\u0259k t\u0259tbiqi bir ne\u00e7\u0259 maraql\u0131 istiqam\u0259t g\u00f6st\u0259rir:. If you want a concise overview, check <a href=\"https:\/\/www.olympics.com\/en\/\">Olympics official hub<\/a>.<\/p>\n<ul>\n<li><strong>G\u0259ncl\u0259r Akademiyalar\u0131nda \u0130stifad\u0259:<\/strong> G\u0259nc futbol\u00e7ular\u0131n inki\u015faf\u0131n\u0131 izl\u0259m\u0259k v\u0259 onlar\u0131n g\u00fccl\u00fc v\u0259 z\u0259if t\u0259r\u0259fl\u0259rini erk\u0259n m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn x\u00fcsusi metrikalar haz\u0131rlana bil\u0259r.<\/li>\n<li><strong>Oyun\u00e7u Transfer Stratejiyas\u0131:<\/strong> Klublar transfer siyas\u0259tl\u0259rini formala\u015fd\u0131rark\u0259n, t\u0259kc\u0259 skautlar\u0131n r\u0259yl\u0259rin\u0259 deyil, h\u0259m d\u0259 oyun\u00e7unun xG, \u00f6t\u00fcrm\u0259 d\u0259qiqliyi, m\u00fcdafi\u0259 t\u0259zyiqi kimi m\u0259lumatlar\u0131na \u0259saslanan d\u0259rin t\u0259hlil\u0259 arxalanacaqlar.<\/li>\n<li><strong>Real-Zamanl\u0131 T\u0259hlil v\u0259 Strateji D\u0259yi\u015fiklik:<\/strong> Texniki hey\u0259t oyun zaman\u0131 tabletl\u0259r vasit\u0259sil\u0259 komandan\u0131n v\u0259 r\u0259qibin \u0259sas metrikalar\u0131n\u0131 izl\u0259y\u0259r\u0259k, taktiki d\u0259yi\u015fiklikl\u0259ri daha s\u00fcr\u0259tli v\u0259 d\u0259lilli \u015f\u0259kild\u0259 ed\u0259 bil\u0259r.<\/li>\n<li><strong>\u0130dman Yay\u0131m\u0131 v\u0259 Media:<\/strong> Televiziya yay\u0131mlar\u0131nda v\u0259 onlayn platformalarda daha \u00e7ox statistik m\u0259lumat v\u0259 vizualla\u015fd\u0131r<\/li>\n<\/ul>\n<p>Bu yana\u015fma izl\u0259yicil\u0259rin oyunu daha d\u0259rind\u0259n ba\u015fa d\u00fc\u015fm\u0259sin\u0259 v\u0259 m\u00fczakir\u0259l\u0259rin keyfiyy\u0259tinin artmas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r. N\u0259tic\u0259d\u0259, idman\u0131n \u00f6z\u00fc d\u0259 daha m\u0259lumatl\u0131 v\u0259 maraql\u0131 bir t\u0259cr\u00fcb\u0259y\u0259 \u00e7evrilir. For background definitions and terminology, refer to <a href=\"https:\/\/www.uefa.com\/uefachampionsleague\/\">UEFA Champions League hub<\/a>.<\/p>\n<p>\u00dcmumilikd\u0259, statistik t\u0259hlil idman\u0131n t\u0259\u015fkili v\u0259 q\u0259bulu \u00fc\u00e7\u00fcn g\u00fccl\u00fc bir vasit\u0259dir. Onun d\u00fczg\u00fcn t\u0259tbiqi oyun\u00e7ular\u0131n, komandalar\u0131n v\u0259 b\u00fct\u00f6vl\u00fckd\u0259 idman s\u0259nayesinin inki\u015faf\u0131na k\u00f6m\u0259k edir. Bu prosesd\u0259 \u0259n\u0259n\u0259vi bilik il\u0259 yeni texnologiyalar\u0131n harmoniyas\u0131 \u0259sas amil olaraq qal\u0131r.<\/p>\n<p>M\u0259lumatlar\u0131n d\u0259y\u0259ri onlar\u0131n nec\u0259 ba\u015fa d\u00fc\u015f\u00fcl\u00fcb t\u0259tbiq edilm\u0259sind\u0259n as\u0131l\u0131d\u0131r. G\u0259l\u0259c\u0259k inki\u015faf bu iki istiqam\u0259tin &#8211; texniki imkanlar\u0131n artmas\u0131 v\u0259 t\u0259hlilin idman m\u0259d\u0259niyy\u0259tin\u0259 inteqrasiyas\u0131n\u0131n &#8211; tarazl\u0131\u011f\u0131ndan ke\u00e7ir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo, xG ve Keyfiyyet Metriklerini Anlamaq Azerbaycanda Idman Tehlili \u00fc\u00e7\u00fcn Reytinq Sistemleri &#8211; Elo ve xG Idman tehlili d\u00fcnyas\u0131nda keyfiyyeti ve performans\u0131 \u00f6l\u00e7mek \u00fc\u00e7\u00fcn m\u00fcxtelif riyazi modeller ve statistik g\u00f6st\u0259ricil\u0259r m\u00f6vcuddur. Bu metrikler t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn deyil, h\u0259m d\u0259 komandalar\u0131n v\u0259 oyun\u00e7ular\u0131n g\u00fcc\u00fcn\u00fc daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 olunur. Azerbaycanda da, x\u00fcsusil\u0259 futbol v\u0259 [&hellip;]<\/p>\n","protected":false},"author":41,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/posts\/2458"}],"collection":[{"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/users\/41"}],"replies":[{"embeddable":true,"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/comments?post=2458"}],"version-history":[{"count":1,"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/posts\/2458\/revisions"}],"predecessor-version":[{"id":2459,"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/posts\/2458\/revisions\/2459"}],"wp:attachment":[{"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/media?parent=2458"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/categories?post=2458"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/theportraitplace.id\/bdg-paskal\/wp-json\/wp\/v2\/tags?post=2458"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}