{"id":428,"date":"2026-03-02T08:06:32","date_gmt":"2026-03-02T08:06:32","guid":{"rendered":"https:\/\/www.robko.eu\/?p=428"},"modified":"2026-03-03T18:02:22","modified_gmt":"2026-03-03T18:02:22","slug":"elo-ve-xg-metrikleri-keyfiyyet-qiymetlendirmesi-rehberi","status":"publish","type":"post","link":"https:\/\/www.robko.eu\/?p=428","title":{"rendered":"Elo ve xG Metrikleri: Keyfiyyet Qiymetlendirmesi Rehberi"},"content":{"rendered":"Elo ve xG Metrikleri: Keyfiyyet Qiymetlendirmesi Rehberi<\/title><\/p>\n<h1>Azerbaycanda Idman Tehlili ucun Elo, xG ve Diger Keyfiyyet Olculeri<\/h1>\n<p>Idman tehlilinde keyfiyyetin objektiv qiymetlendirilmesi, sadice neticeleri oxumaqdan daha derin bir anlayis teleb edir. Dunyada ve Azerbaycanda idman maraqlari artd\u0131qca, Elo reytinq sistemi ve Gozlenilen Qollar (xG) kimi metrikler daha genis istifade tap\u0131r. Bu metodlar komandalarin ve oyuncularin performansini yaln\u0131z qelebe ve me\u011flubiyyetlerden kenara c\u0131xaraq, esas prosesleri ve ehtimallari nezere alaraq qiymetlendirmeye imkan verir. Bu tehlil vasitelerinin mahiyyetini anlamaq, <a href=\"https:\/\/mainecoastworkshop.com\/\">https:\/\/mainecoastworkshop.com\/<\/a> platformas\u0131nda da qeyd olundu\u011fu kimi, idman statistikas\u0131n\u0131n inkisaf etmekde olan sahesinde vacib bir bacar\u0131qd\u0131r. Bu rehber, bu sistemlerin i\u015f prinsiplerini, onlar\u0131n Azerbaycan kontekstinde tetbiqini ve "keyfiyyet" anlay\u0131\u015f\u0131n\u0131 nec\u0259 daha dol\u011fun \u015f\u0259kild\u0259 \u015f\u0259rh ed\u0259 bil\u0259c\u0259yimizi izah ed\u0259c\u0259k.<\/p>\n<h2>Elo Reytinq Sistemi – Riyazi Duyululuk<\/h2>\n<p>Elo sistemi, ilk olarak \u015fahmat \u00fczr\u0259 oyun\u00e7ular\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn Arpad Elo t\u0259r\u0259find\u0259n haz\u0131rlanm\u0131\u015fd\u0131r. Onun mahiyy\u0259ti, h\u0259r bir i\u015ftirak\u00e7\u0131ya (komandaya v\u0259 ya f\u0259rd\u0259) dinamik reytinq bal\u0131 t\u0259yin etm\u0259k v\u0259 bu bal\u0131n, qar\u015f\u0131la\u015fman\u0131n n\u0259tic\u0259sin\u0259 \u0259sas\u0259n yenid\u0259n hesablanmas\u0131d\u0131r. Sistem sad\u0259 bir m\u0259ntiq\u0259 \u0259saslan\u0131r: g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 il\u0259 faktiki n\u0259tic\u0259 aras\u0131ndak\u0131 f\u0259rq reytinq d\u0259yi\u015fikliyini m\u00fc\u0259yy\u0259n edir. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259, i\u015ftirak\u00e7\u0131lar\u0131n m\u00f6vcud reytinql\u0259rin\u0259 \u0259sas\u0259n hesablanan qalib g\u0259lm\u0259 ehtimal\u0131d\u0131r. M\u0259s\u0259l\u0259n, daha y\u00fcks\u0259k reytinq\u0259 malik komanda qalib g\u0259ls\u0259, az sayda bal qazanar; \u0259ksin\u0259, a\u015fa\u011f\u0131 reytinqli komanda q\u0259l\u0259b\u0259 qazansa, \u00e7ox sayda bal \u0259ld\u0259 ed\u0259r. Bu, sistemin t\u0259dric\u0259n d\u0259qiql\u0259\u015fm\u0259sin\u0259 v\u0259 vaxt ke\u00e7dikc\u0259 real g\u00fcc dinamikas\u0131n\u0131 \u0259ks etdirm\u0259sin\u0259 imkan verir.<\/p>\n<h3>Elo-nun Futbol ve Diger Idman N\u00f6vl\u0259rinde Tetbiqi<\/h3>\n<p>Futbol, x\u00fcsusil\u0259 beyn\u0259lxalq s\u0259viyy\u0259d\u0259 (F\u0130FA D\u00fcnya Reytinqi \u0259sas\u0259n Elo variant\u0131d\u0131r) v\u0259 bir \u00e7ox analitik platformalarda Elodan geni\u015f istifad\u0259 edir. Azerbaycan Premyer Liqas\u0131nda komandalar\u0131n m\u00f6vs\u00fcm \u0259rzind\u0259ki performans\u0131n\u0131n izl\u0259nilm\u0259si v\u0259 g\u00fcc dinamikas\u0131n\u0131n qiym\u0259tl\u0259ndirilmesi \u00fc\u00e7\u00fcn bu sistem potensial t\u0259tbiq tap\u0131r. \u015eahmat, tennis v\u0259 basketbol kimi dig\u0259r idman n\u00f6vl\u0259rind\u0259 d\u0259 Elo standart vasit\u0259 kimi q\u0259bul edilmi\u015fdir. Onun \u00fcst\u00fcnl\u00fcy\u00fc, m\u00fcxt\u0259lif d\u00f6vrl\u0259rd\u0259 v\u0259 m\u00fcxt\u0259lif r\u0259qibl\u0259r aras\u0131nda \u0259dal\u0259tli m\u00fcqayis\u0259 imkan\u0131 yaratmas\u0131d\u0131r. Lakin, sistemin m\u0259hdudiyy\u0259ti d\u0259 var: o, yaln\u0131z q\u0259l\u0259b\u0259\/m\u0259\u011flubiyy\u0259t n\u0259tic\u0259l\u0259rin\u0259 diqq\u0259t yetirir v\u0259 oyunun keyfiyy\u0259t g\u00f6st\u0259ricil\u0259rini (m\u0259s\u0259l\u0259n, oyun \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc, yarad\u0131lan f\u00fcrs\u0259tl\u0259ri) n\u0259z\u0259r\u0259 alm\u0131r.<\/p>\n<h2>Gozlenilen Qollar (xG) – Oyunun Ic Y\u00fcz\u00fcn\u00fc Anlamaq<\/h2>\n<p>Gozlenilen Qollar (Expected Goals v\u0259 ya xG) metrikas\u0131, futbol tehlilind\u0259 inqilab etmi\u015fdir. Bu, bir vurulan z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda qiym\u0259tl\u0259ndir\u0259n statistik modeldir. Model, tarixi m\u0259lumatlar \u0259sas\u0131nda qurulur: z\u0259rb\u0259nin m\u0259saf\u0259si, buca\u011f\u0131, hans\u0131 b\u0259d\u0259n hiss\u0259si il\u0259 vuruldu\u011fu, qar\u015f\u0131durmadan sonra v\u0259 ya deyil, h\u0259tta qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyi kimi minl\u0259rl\u0259 amil n\u0259z\u0259r\u0259 al\u0131na bil\u0259r. 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 79% hallarda qola \u00e7evrilm\u0259si g\u00f6zl\u0259nilir. Uzaq m\u0259saf\u0259d\u0259n v\u0259 dar bucaqdan vurulan z\u0259rb\u0259nin xG d\u0259y\u0259ri is\u0259 0.05 kimi \u00e7ox a\u015fa\u011f\u0131 ola bil\u0259r.<\/p>\n<p>xG-nin \u0259sas m\u0259qs\u0259di, komandan\u0131n oyun keyfiyy\u0259tini daha d\u0259qiq \u0259ks etdirm\u0259kdir. B\u0259z\u0259n komanda oyunda \u00fcst\u00fcn olsa da, qol vura bilmir v\u0259 ya az sayda vuru\u015fla qalib g\u0259lir. xG, hans\u0131 komandan\u0131n daha yax\u015f\u0131 f\u00fcrs\u0259tl\u0259r yaratd\u0131\u011f\u0131n\u0131 v\u0259 daha “h\u0259qiqi” q\u0259l\u0259b\u0259ni haqq etdiyini g\u00f6st\u0259rm\u0259y\u0259 k\u00f6m\u0259k edir. Bu, t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri deyil, prosesi qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn g\u00fccl\u00fc bir vasit\u0259dir.<\/p>\n<h3>xG Modelinin Qurulmas\u0131 ve M\u0259hdudiyy\u0259tl\u0259ri<\/h3>\n<p>xG modeli, b\u00f6y\u00fck h\u0259cmd\u0259 tarixi oyun m\u0259lumatlar\u0131 \u0259sas\u0131nda ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259ri il\u0259 qurulur. H\u0259r bir z\u0259rb\u0259 \u00fc\u00e7\u00fcn onun qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 t\u0259yin ed\u0259n riyazi d\u00fcstur yarad\u0131l\u0131r. Lakin, modell\u0259r f\u0259rqli ola bil\u0259r: b\u0259zil\u0259ri daha \u00e7ox amili n\u0259z\u0259r\u0259 al\u0131r, dig\u0259rl\u0259ri is\u0259 daha sad\u0259dir. Bu, m\u00fcxt\u0259lif m\u0259nb\u0259l\u0259rd\u0259 eyni oyun \u00fc\u00e7\u00fcn f\u0259rqli xG d\u0259y\u0259rl\u0259rinin veril\u0259 bilm\u0259sin\u0259 s\u0259b\u0259b olur. Modelin m\u0259hdudiyy\u0259tl\u0259ri aras\u0131nda m\u00fcdafi\u0259\u00e7il\u0259rin m\u00f6vqeyinin tam d\u0259qiq n\u0259z\u0259r\u0259 al\u0131nmamas\u0131, f\u0259rdi oyun\u00e7unun bacar\u0131q s\u0259viyy\u0259sinin (m\u0259s\u0259l\u0259n, Lionel Messi il\u0259 adi bir futbol\u00e7u aras\u0131ndak\u0131 f\u0259rqin) model\u0259 tam \u0259ks olunmamas\u0131 durur. Buna baxmayaraq, xG, oyunun statistik portretini \u00e7\u0259km\u0259k \u00fc\u00e7\u00fcn \u0259n d\u0259y\u0259rli vasit\u0259l\u0259rd\u0259n biridir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/images.ps-aws.com\/c?url=https%3A%2F%2Fd3cm515ijfiu6w.cloudfront.net%2Fwp-content%2Fuploads%2F2025%2F09%2F18102836%2Fazerbaijan-gp-2025-race-start-time-planetf1-1320x742.jpg\" alt=\"https:\/\/mainecoastworkshop.com\/\" loading=\"lazy\"><\/p>\n<h2>Metrikleri Birg\u0259 Oxumaq – Tam Tehlil \u00dc\u00e7\u00fcn Kombinasiya<\/h2>\n<p>T\u0259k bir metrika idman performans\u0131n\u0131 tam \u015f\u0259kild\u0259 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn kifay\u0259t deyil. Elo v\u0259 xG-ni birlikd\u0259 t\u0259hlil etm\u0259k daha dol\u011fun m\u0259nz\u0259r\u0259 yarad\u0131r. M\u0259s\u0259l\u0259n, y\u00fcks\u0259k Elo reytinqin\u0259 malik bir komanda, a\u015fa\u011f\u0131 reytinqli r\u0259qib\u0259 qar\u015f\u0131 oyunda a\u015fa\u011f\u0131 xG d\u0259y\u0259ri g\u00f6st\u0259r\u0259 bil\u0259r. Bu, g\u00fccl\u00fc komandan\u0131n z\u0259if \u00e7\u0131x\u0131\u015f etdiyini v\u0259 ya r\u0259qibin yax\u015f\u0131 m\u00fcdafi\u0259 etdiyini g\u00f6st\u0259r\u0259 bil\u0259r. \u018fksin\u0259, a\u015fa\u011f\u0131 Elo reytinqli, lakin ard\u0131c\u0131l olaraq y\u00fcks\u0259k xG yaradan komanda, tezlikl\u0259 reytinqinin y\u00fcks\u0259l\u0259c\u0259yinin \u0259lam\u0259ti ola bil\u0259r, \u00e7\u00fcnki onlar\u0131n oyun keyfiyy\u0259ti n\u0259tic\u0259l\u0259r\u0259 \u00e7evrilm\u0259y\u0259 ba\u015flayacaq. For general context and terms, see <a href=\"https:\/\/www.nba.com\/\">NBA official site<\/a>.<\/p>\n<ul>\n<li><strong>Uzunm\u00fcdd\u0259tli Trendl\u0259r:<\/strong> Elo, komandan\u0131n aylar v\u0259 ill\u0259r \u0259rzind\u0259ki g\u00fcc dinamikas\u0131n\u0131 izl\u0259m\u0259k \u00fc\u00e7\u00fcn ideal vasit\u0259dir. xG is\u0259 h\u0259r bir oyunun daxili keyfiyy\u0259tini \u00f6l\u00e7\u00fcr.<\/li>\n<li><strong>G\u00f6zl\u0259ntil\u0259rin \u0130dar\u0259 Edilm\u0259si:<\/strong> Az\u0259rbaycan futbolunda, yerli komandalar\u0131n beyn\u0259lxalq arenada m\u00fcbariz\u0259si zaman\u0131 Elo reytinql\u0259ri r\u0259qibin nisbi g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir. xG is\u0259 oyun strategiyas\u0131n\u0131n effektivliyini t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 oluna bil\u0259r.<\/li>\n<li><strong>G\u0259nc Talantlar\u0131n Qiym\u0259tl\u0259ndirilm\u0259si:<\/strong> G\u0259nc futbol\u00e7ular\u0131n performans\u0131n\u0131 qiym\u0259tl\u0259ndir\u0259rk\u0259n, onlar\u0131n yaratd\u0131qlar\u0131 f\u00fcrs\u0259tl\u0259rin xG d\u0259y\u0259ri, sad\u0259c\u0259 vurduqlar\u0131 qollardan daha \u0259h\u0259miyy\u0259tli ola bil\u0259r, \u00e7\u00fcnki bu, onlar\u0131n d\u00fczg\u00fcn m\u00f6vqed\u0259 olma bacar\u0131\u011f\u0131n\u0131 g\u00f6st\u0259rir.<\/li>\n<li><strong>Transfer Strategiyas\u0131:<\/strong> Klublar potensial transferl\u0259r \u00fc\u00e7\u00fcn oyun\u00e7ular\u0131 skaut ed\u0259rk\u0259n, t\u0259klif olunan qiym\u0259t\u0259 uy\u011fun olaraq onlar\u0131n xG v\u0259 ya xG k\u00f6m\u0259k (Expected Assists) kimi x\u00fcsusi metrikalar\u0131n\u0131 t\u0259hlil ed\u0259 bil\u0259rl\u0259r.<\/li>\n<li><strong>Media v\u0259 Fan T\u0259hlili:<\/strong> \u0130dman media\u015f\u00fcnasl\u0131\u011f\u0131 v\u0259 fan d\u0259rn\u0259kl\u0259ri bu metrikalardan istifad\u0259 ed\u0259r\u0259k m\u00fcbahis\u0259l\u0259ri daha faktik \u0259sasland\u0131ra v\u0259 d\u0259rin t\u0259hlil t\u0259qdim ed\u0259 bil\u0259rl\u0259r.<\/li>\n<\/ul>\n<h2>Azerbaycan Kontekstinde Metriklerin Tetbiqi ve \u00c7\u0259tinlikl\u0259r<\/h2>\n<p>Azerbaycanda idman statistikas\u0131n\u0131n inki\u015faf\u0131, beyn\u0259lxalq tendensiyalarla paralel gedir, lakin \u00f6z\u00fcn\u0259m\u0259xsus \u00e7\u0259tinlikl\u0259r d\u0259 m\u00f6vcuddur. Premyer Liqa \u00fczr\u0259 detall\u0131 statistik m\u0259lumatlar\u0131n \u0259l\u00e7atanl\u0131\u011f\u0131 v\u0259 keyfiyy\u0259ti, Avropan\u0131n apar\u0131c\u0131 liqalar\u0131 il\u0259 m\u00fcqayis\u0259d\u0259 h\u0259l\u0259 d\u0259 inki\u015faf etm\u0259 m\u0259rh\u0259l\u0259sind\u0259dir. Bu, d\u0259qiq xG modell\u0259rinin qurulmas\u0131n\u0131 v\u0259 Elo reytinql\u0259rinin daha tez yenil\u0259nm\u0259sini \u00e7\u0259tinl\u0259\u015fdir\u0259 bil\u0259r. Lakin, bu, f\u00fcrs\u0259t d\u0259 yarad\u0131r: yerli analitikl\u0259r v\u0259 statistik \u015firk\u0259tl\u0259r, yerli futbolun x\u00fcsusiyy\u0259tl\u0259rini (m\u0259s\u0259l\u0259n, iqlim \u015f\u0259raiti, meydan\u00e7alar\u0131n keyfiyy\u0259ti) n\u0259z\u0259r\u0259 alan \u00f6z\u0259l modell\u0259r haz\u0131rlaya bil\u0259rl\u0259r.<\/p>\n<p>Dig\u0259r idman n\u00f6vl\u0259rind\u0259, m\u0259s\u0259l\u0259n, g\u00fcl\u0259\u015f v\u0259 ya \u015fahmat kimi Az\u0259rbaycan\u0131n g\u00fccl\u00fc oldu\u011fu sah\u0259l\u0259rd\u0259, Elo sistemi art\u0131q geni\u015f istifad\u0259 olunur. D\u00fcnya G\u00fcl\u0259\u015f Birliyi (UWW) v\u0259 F\u0130DE (beyn\u0259lxalq \u015fahmat federasiyas\u0131) \u00f6z reytinql\u0259rind\u0259 Elo prinsipl\u0259rind\u0259n istifad\u0259 edir. Bu, Az\u0259rbaycan idman\u00e7\u0131lar\u0131n\u0131n beyn\u0259lxalq arenadak\u0131 m\u00f6vqel\u0259rinin obyektiv \u015f\u0259kild\u0259 izl\u0259nilm\u0259sin\u0259 imkan verir.<\/p>\n<table>\n<thead>\n<tr>\n<th>Metrika<\/th>\n<th>\u00d6l\u00e7d\u00fcy\u00fc \u015eey<\/th>\n<th>\u00dcst\u00fcnl\u00fckl\u0259ri<\/th>\n<th>M\u0259hdudiyy\u0259tl\u0259ri<\/th>\n<th>Azerbaycanda Potensial \u0130stifad\u0259si<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Elo Reytinqi<\/strong><\/td>\n<td>Komanda\/F\u0259rdin uzunm\u00fcdd\u0259tli g\u00fcc s\u0259viyy\u0259si<\/td>\n<td>Sad\u0259, universal, dinamik, m\u00fcqayis\u0259li<\/td>\n<td>Yaln\u0131z n\u0259tic\u0259y\u0259 \u0259saslan\u0131r, oyun keyfiyy\u0259tini n\u0259z\u0259r\u0259 alm\u0131r<\/td>\n<td>Liqa g\u00fcc dinamikas\u0131, beyn\u0259lxalq turnirl\u0259rd\u0259 performans proqnozu<\/td>\n<\/tr>\n<tr>\n<td><strong>xG (Gozl\u0259nil\u0259n Qollar)<\/strong><\/td>\n<td>Vurulan z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131<\/td>\n<td>Oyun prosesini qiym\u0259tl\u0259ndirir, g\u00f6zl\u0259ntil\u0259ri idar\u0259 edir<\/td>\n<td>Model as\u0131l\u0131d\u0131r, b\u0259zi kontekst amill\u0259rini n\u0259z\u0259r\u0259 almaya bil\u0259r<\/td>\n<td>Komanda taktikas\u0131n\u0131n effektivliyinin t\u0259hlili, oyun\u00e7u skautinqi<\/td>\n<\/tr>\n<tr>\n<td><strong>Possession Adjusted Metrikleri<\/strong><\/td>\n<td>Topa sahiblik faizin\u0259 uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f statistikalar<\/td>\n<td>Oyun \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc daha d\u0259qiq \u0259ks etdirir<\/td>\n<td>Hesablamaq daha m\u00fcr\u0259kk\u0259bdir, m\u0259lumat t\u0259l\u0259b edir<\/td>\n<td>Y\u00fcks\u0259k topa sahiblik strategiyas\u0131 olan komandalar\u0131n t\u0259hlili<\/td>\n<\/tr>\n<tr>\n<td><strong>PPDA (Pass per Def Action)<\/strong><\/td>\n<td>M\u00fcdafi\u0259 intensivliyi (r\u0259qibin h\u0259r m\u00fcdafi\u0259 h\u0259r\u0259k\u0259tin\u0259 d\u00fc\u015f\u0259n pass say\u0131)<\/td>\n<td>Pressinq v\u0259 m\u00fcdafi\u0259 t\u0259zyiqini \u00f6l\u00e7\u00fcr<\/td>\n<td>Meydan\u0131n m\u00fcxt\u0259lif zonlar\u0131nda f\u0259rql\u0259ri n\u0259z\u0259r\u0259 almaya bil\u0259r<\/td>\n<td>Yerli komandalar\u0131n m\u00fcdafi\u0259 f\u0259ls\u0259f\u0259sinin m\u00fcqayis\u0259li t\u0259hlili<\/td>\n<\/tr>\n<tr>\n<td><strong>Post-shot xG<\/strong><\/td>\n<td>Qap\u0131\u00e7\u0131 performans\u0131 (qola y\u00f6n\u0259lmi\u015f z\u0259rb\u0259nin d\u0259qiq ehtimal\u0131)<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n xilas edib-ed\u0259 bilm\u0259y\u0259c\u0259yi z\u0259rb\u0259l\u0259ri qiym\u0259tl\u0259ndirir<\/td>\n<td>Yaln\u0131z qap\u0131ya d\u0259y\u0259n z\u0259rb\u0259l\u0259r \u00fc\u00e7\u00fcn hesablan\u0131r<\/td>\n<td>Az\u0259rbaycanl\u0131 qap\u0131\u00e7\u0131lar\u0131n beyn\u0259lxalq s\u0259viyy\u0259d\u0259 qiym\u0259tl\u0259ndirilm\u0259si<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Keyfiyyet Metriklerini D\u00fczg\u00fcn \u015e\u0259rh Etm\u0259k \u00dc\u00e7\u00fcn Prinsipl\u0259r<\/h2>\n<p>Statistik metrikalar g\u00fccl\u00fc vasit\u0259l\u0259rdir, lakin onlar m\u00fctl\u0259q h\u0259qiq\u0259t deyil, anlay\u0131\u015f\u0131 d\u0259rinl\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn k\u00f6m\u0259k\u00e7i vasit\u0259l\u0259rdir. Onlar\u0131 d\u00fczg\u00fcn \u015f\u0259rh etm. For a quick, neutral reference, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/r.testifier.nl\/Acbs8526SDKI\/resizing_type:fill\/width:3840\/height:2560\/plain\/https:\/\/s3-newsifier.ams3.digitaloceanspaces.com\/gpblog.com\/images\/2025-09\/20240915-0685-68c66b66d719d.jpg@webp\" alt=\"https:\/\/mainecoastworkshop.com\/\" loading=\"lazy\"><\/p>\n<p>etm\u0259k \u00fc\u00e7\u00fcn bir ne\u00e7\u0259 \u0259sas prinsip\u0259 \u0259m\u0259l etm\u0259k vacibdir. Birinci prinsip, konteksti n\u0259z\u0259r\u0259 almaqd\u0131r. He\u00e7 bir metrik t\u0259crid olunmu\u015f halda tam m\u0259na k\u0259sb etmir. M\u0259s\u0259l\u0259n, y\u00fcks\u0259k topa sahiblik faizi, lakin a\u015fa\u011f\u0131 xG g\u00f6st\u0259ricisi, komandan\u0131n t\u0259sirli h\u00fccum yaratmaqda \u00e7\u0259tinlik \u00e7\u0259kdiyini g\u00f6st\u0259r\u0259 bil\u0259r. \u0130kinci prinsip, metrikalar\u0131 birlikd\u0259 v\u0259 uzunm\u00fcdd\u0259tli trendl\u0259r \u00e7\u0259r\u00e7iv\u0259sind\u0259 n\u0259z\u0259rd\u0259n ke\u00e7irm\u0259kdir. T\u0259k bir oyunun statistikas\u0131 b\u0259z\u0259n t\u0259sad\u00fcfi ola bil\u0259r, lakin bir m\u00f6vs\u00fcm \u0259rzind\u0259ki m\u0259lumatlar daha etibarl\u0131 n\u0259tic\u0259l\u0259r verir.<\/p>\n<p>\u00dc\u00e7\u00fcnc\u00fc prinsip, metrikalar\u0131n m\u0259hdudiyy\u0259tl\u0259rini ba\u015fa d\u00fc\u015fm\u0259kdir. H\u0259r bir g\u00f6st\u0259rici m\u00fc\u0259yy\u0259n bir aspekti \u00f6l\u00e7\u00fcr v\u0259 model as\u0131l\u0131d\u0131r. M\u0259s\u0259l\u0259n, xG modeli komandan\u0131n \u00fcmumi h\u00fccum keyfiyy\u0259tini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn faydal\u0131d\u0131r, lakin f\u0259rdi oyun\u00e7unun texniki bacar\u0131qlar\u0131n\u0131 v\u0259 ya q\u0259rarlar\u0131n\u0131n psixologiyas\u0131n\u0131 \u00f6l\u00e7\u0259 bilm\u0259z. N\u0259hay\u0259t, statistik analiz h\u0259mi\u015f\u0259 oyunun vizual m\u00fc\u015fahid\u0259si il\u0259 birl\u0259\u015fdirilm\u0259lidir. R\u0259q\u0259ml\u0259r m\u00fc\u0259yy\u0259n bir hadis\u0259nin niy\u0259 ba\u015f verdiyini izah etm\u0259k \u00fc\u00e7\u00fcn \u00e7\u0259r\u00e7iv\u0259 yarad\u0131r, lakin oyunun dinamikas\u0131n\u0131 v\u0259 emosional y\u00fck\u00fcn\u00fc tam \u0259ks etdir\u0259 bilm\u0259z.<\/p>\n<h3>Statistika v\u0259 \u0130dman Jurnalistikas\u0131n\u0131n G\u0259l\u0259c\u0259yi<\/h3>\n<p>\u0130dman jurnalistikas\u0131nda statistik analizin rolu getdikc\u0259 artmaqda davam edir. Bu, t\u0259hlilin d\u0259rinliyini art\u0131r\u0131r v\u0259 m\u00fczakir\u0259l\u0259ri daha obyektiv \u0259saslara y\u00f6n\u0259ldir. G\u0259l\u0259c\u0259kd\u0259, real vaxt analitikas\u0131 v\u0259 daha inki\u015faf etmi\u015f vizualla\u015fd\u0131rma al\u0259tl\u0259ri daha geni\u015f yay\u0131la bil\u0259r, bu da tama\u015fa\u00e7\u0131lara daha tez v\u0259 ayd\u0131n m\u0259lumat t\u0259qdim etm\u0259y\u0259 imkan ver\u0259c\u0259k. Eyni zamanda, s\u00fcni intellekt v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259ri daha m\u00fcr\u0259kk\u0259b proqnozlar v\u0259 oyun n\u00fcmun\u0259l\u0259rinin m\u00fc\u0259yy\u0259n edilm\u0259si \u00fc\u00e7\u00fcn istifad\u0259 oluna bil\u0259r.<\/p>\n<p>Lakin, \u0259n vacibi, bu texnologiyalar\u0131n insan t\u0259cr\u00fcb\u0259sini v\u0259 idman\u0131n \u0259sas m\u0259nas\u0131n\u0131 \u0259v\u0259z etm\u0259m\u0259sidir. Statistikalar hekay\u0259ni tamamlay\u0131r, lakin onu yaratm\u0131r. Oyunun g\u00f6z\u0259lliyi, q\u0259rib\u0259likl\u0259ri v\u0259 insan performans\u0131n\u0131n t\u0259\u0259cc\u00fcbl\u00fc anlar\u0131 h\u0259mi\u015f\u0259 r\u0259q\u0259ml\u0259rin \u00f6t\u0259yind\u0259 qal\u0131r. M\u00fcasir jurnalistika \u00fc\u00e7\u00fcn \u0259sas v\u0259zif\u0259, bu iki d\u00fcnyan\u0131 – s\u0259rt m\u0259lumatlar\u0131n d\u0259qiqliyini v\u0259 idman\u0131n canl\u0131 emosiyalar\u0131n\u0131 – u\u011furla birl\u0259\u015fdirm\u0259kdir. Bu tarazl\u0131q, oxuculara v\u0259 tama\u015fa\u00e7\u0131lara daha dol\u011fun, d\u0259rind\u0259n ba\u015fa d\u00fc\u015f\u00fcl\u0259n v\u0259 maraql\u0131 m\u0259zmun t\u0259qdim etm\u0259y\u0259 imkan verir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo ve xG Metrikleri: Keyfiyyet Qiymetlendirmesi Rehberi Azerbaycanda Idman Tehlili ucun Elo, xG ve Diger Keyfiyyet Olculeri Idman tehlilinde keyfiyyetin objektiv qiymetlendirilmesi, sadice neticeleri oxumaqdan daha derin bir anlayis teleb edir. Dunyada ve Azerbaycanda idman maraqlari artd\u0131qca, Elo reytinq sistemi ve Gozlenilen Qollar (xG) kimi metrikler daha genis istifade tap\u0131r. Bu metodlar komandalarin ve oyuncularin […]<\/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":[],"_links":{"self":[{"href":"https:\/\/www.robko.eu\/index.php?rest_route=\/wp\/v2\/posts\/428"}],"collection":[{"href":"https:\/\/www.robko.eu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.robko.eu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.robko.eu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.robko.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=428"}],"version-history":[{"count":1,"href":"https:\/\/www.robko.eu\/index.php?rest_route=\/wp\/v2\/posts\/428\/revisions"}],"predecessor-version":[{"id":429,"href":"https:\/\/www.robko.eu\/index.php?rest_route=\/wp\/v2\/posts\/428\/revisions\/429"}],"wp:attachment":[{"href":"https:\/\/www.robko.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.robko.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.robko.eu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}