{"id":38511,"date":"2026-03-02T08:13:54","date_gmt":"2026-03-02T08:13:54","guid":{"rendered":"http:\/\/www.adored.us\/2020\/?p=38511"},"modified":"2026-03-03T18:16:25","modified_gmt":"2026-03-03T18:16:25","slug":"elo-ve-xg-reytinq-sistemleri-azerbaycanda-keyfiyyet-metrikleri","status":"publish","type":"post","link":"https:\/\/www.adored.us\/2020\/2026\/03\/02\/elo-ve-xg-reytinq-sistemleri-azerbaycanda-keyfiyyet-metrikleri\/","title":{"rendered":"Elo ve xG Reytinq Sistemleri – Azerbaycanda Keyfiyyet Metrikleri"},"content":{"rendered":"Elo ve xG Reytinq Sistemleri – Azerbaycanda Keyfiyyet Metrikleri<\/title><\/p>\n<h1>Idman T\u0259hlilind\u0259 Reytinq Sistemleri – Elo, xG ve Dig\u0259r Metodlar<\/h1>\n<p>Idman t\u0259hlili dunyas\u0131 r\u0259q\u0259msal m\u0259lumatlar d\u0259nizine cevrilmi\u015fdir. Art\u0131q komandalar\u0131n ve oyun\u00e7ular\u0131n performans\u0131 yaln\u0131z qol say\u0131 ve q\u0259l\u0259b\u0259l\u0259rle deyil, m\u00fcr\u0259kk\u0259b riyazi modell\u0259r ve keyfiyyet gost\u0259ricil\u0259ri ile qiym\u0259tl\u0259ndirilir. Bu metrikler, idman m\u0259\u015fq\u00e7ilerine, analitiklere ve h\u0259v\u0259skar azarke\u015flere daha d\u0259rin anlay\u0131\u015f qazand\u0131rmaq \u00fc\u00e7\u00fcn n\u0259z\u0259rd\u0259 tutulub. Azerbaycanda da, x\u00fcsusil\u0259 futbol ve \u015fahmat kimi populyar idman n\u00f6vl\u0259rind\u0259, bu sistemlerin anla\u015f\u0131lmas\u0131 getdikce daha vacib olur. M\u0259s\u0259l\u0259n, sa\u011flaml\u0131q sektorunda oldu\u011fu kimi, m\u0259lumatlar\u0131n d\u00fczg\u00fcn \u015f\u0259kild\u0259 t\u0259snif edilmesi ve qiym\u0259tl\u0259ndirilmesi q\u0259rar q\u0259bul etm\u0259 prosesini asanla\u015fd\u0131r\u0131r; bu, <a href=\"https:\/\/nashvilleneuroscience.com\/\">https:\/\/istanbulhastaneleri.net\/<\/a> kimi xidm\u0259t kataloqlar\u0131n\u0131n i\u015f prinsipine b\u0259nz\u0259yir, \u00e7\u00fcnki h\u0259r iki halda istifad\u0259\u00e7il\u0259r etibarl\u0131 reytinql\u0259r\u0259 etibar edirl\u0259r. Bu yaz\u0131da, Elo reytinq sistemi, G\u00f6zl\u0259nil\u0259n Qollar (xG) ve dig\u0259r keyfiyyet \u00f6l\u00e7\u00fcl\u0259rinin n\u0259 oldu\u011funu, nec\u0259 i\u015fl\u0259diyini ve onlar\u0131 nec\u0259 \u015f\u0259rh etm\u0259yi ara\u015fd\u0131raca\u011f\u0131q.<\/p>\n<h2>Reytinq Sistemlerinin Tarixi ve Mahiyy\u0259ti<\/h2>\n<p>Idman statistikas\u0131n\u0131n inki\u015faf\u0131, insanlar\u0131n r\u0259qab\u0259ti \u00f6l\u00e7m\u0259k ve m\u00fcqayis\u0259 etm\u0259k ist\u0259yi ile ba\u015flay\u0131b. \u018fn\u0259n\u0259vi yana\u015fmalar \u00e7ox vaxt sad\u0259 q\u0259l\u0259b\u0259-m\u0259\u011flubiyy\u0259t qeydl\u0259rin\u0259 \u0259saslan\u0131rd\u0131, lakin bu, r\u0259qibl\u0259rin g\u00fcc\u00fc, oyunun konteksti ve f\u0259rdi t\u00f6hf\u0259 kimi \u00e7ox sayda faktorlar\u0131 n\u0259z\u0259r\u0259 alm\u0131rd\u0131. Reytinq sistemleri m\u0259hz bu bo\u015flu\u011fu doldurmaq \u00fc\u00e7\u00fcn yarad\u0131l\u0131b. Onlar\u0131n \u0259sas m\u0259qs\u0259di, dinamik ve nisbi bir performans \u00f6l\u00e7\u00fcs\u00fc t\u0259qdim etm\u0259kdir. Bu sistemler, ke\u00e7mi\u015f n\u0259tic\u0259l\u0259r\u0259 \u0259saslanaraq g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaqda da istifad\u0259 oluna bil\u0259r. Azerbaycan idman m\u0259kan\u0131nda, x\u00fcsusil\u0259 beyn\u0259lxalq turnirl\u0259rd\u0259 i\u015ftirak zaman\u0131, bu kimi obyektiv metrikler komandalar\u0131m\u0131z\u0131n haz\u0131rl\u0131q s\u0259viyy\u0259sini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn d\u0259y\u0259rli vasit\u0259dir.<\/p>\n<h3>Elo Sisteminin \u015eahmat D\u00fcnyas\u0131ndan G\u0259li\u015fi<\/h3>\n<p>Elo reytinq sistemi 1960-c\u0131 ill\u0259rin sonunda Amerika fiziki 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. Sistemin mahiyy\u0259ti, h\u0259r bir oyun\u00e7unun d\u0259yi\u015fk\u0259n bir reytinq bal\u0131na sahib olmas\u0131 ve h\u0259r oyundan sonra bu bal\u0131n, n\u0259tic\u0259y\u0259 (q\u0259l\u0259b\u0259, he\u00e7-he\u00e7\u0259, m\u0259\u011flubiyy\u0259t) ve r\u0259qibin g\u00fcc\u00fcn\u0259 g\u00f6r\u0259 yenid\u0259n hesablanmas\u0131d\u0131r. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 il\u0259 faktiki n\u0259tic\u0259 aras\u0131ndak\u0131 f\u0259rq n\u0259 q\u0259d\u0259r b\u00f6y\u00fck olarsa, reytinq d\u0259yi\u015fikliyi d\u0259 bir o q\u0259d\u0259r b\u00f6y\u00fck olur. Bu, sistemin dinamik v\u0259 reaksiya ver\u0259n t\u0259bi\u0259tini t\u0259min edir. Azerbaycan \u015fahmat\u00e7\u0131lar\u0131, d\u00fcnya reytinql\u0259rind\u0259 y\u00fcks\u0259k m\u00f6vqel\u0259rd\u0259 olduqlar\u0131 \u00fc\u00e7\u00fcn bu sistemin i\u015fl\u0259m\u0259 prinsipini bilm\u0259k onlar\u0131n beyn\u0259lxalq arenada m\u00f6vqel\u0259rini anlamaqda k\u00f6m\u0259k edir.<\/p>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar (xG) – Futbolun Yeni Dili<\/h2>\n<p>Futbol t\u0259hlilind\u0259 son onillikl\u0259rin \u0259n m\u00fch\u00fcm inki\u015faf\u0131 G\u00f6zl\u0259nil\u0259n Qollar (Expected Goals – xG) metrikas\u0131n\u0131n yaranmas\u0131 olub. Bu konsept, 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 qurulub: m\u00f6vqe, buca\u011f, ayaq, qar\u015f\u0131durma, qap\u0131\u00e7\u0131n\u0131n v\u0259ziyy\u0259ti v\u0259 s. kimi minl\u0259rl\u0259 ox\u015far z\u0259rb\u0259 t\u0259hlil edil\u0259r\u0259k orta hesabla bir ehtimal t\u0259yin olunur. M\u0259s\u0259l\u0259n, penalti z\u0259rb\u0259sinin xG d\u0259y\u0259ri t\u0259xmin\u0259n 0.79, y\u0259ni bel\u0259 bir f\u00fcrs\u0259t 79% ehtimalla qolla n\u0259tic\u0259l\u0259nir. Bu metrika, komandan\u0131n yaratd\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tini v\u0259 h\u00fccumunun s\u0259m\u0259r\u0259liliyini qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Azerbaycan Premyer Liqas\u0131nda da bu c\u00fcr t\u0259hlill\u0259r getdikce daha geni\u015f yay\u0131l\u0131r, komandalar\u0131n oyun strategiyalar\u0131n\u0131 formala\u015fd\u0131rmaqda k\u00f6m\u0259k edir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/images.ps-aws.com\/c?url=https:%2F%2Fd3cm515ijfiu6w.cloudfront.net%2Fwp-content%2Fuploads%2F2023%2F05%2F30124343%2Fconclusions-azerbaijan-grand-prix-2023-planetf1.jpg\" alt=\"https:\/\/istanbulhastaneleri.net\/\" loading=\"lazy\"><\/p>\n<h3>xG Metrikas\u0131n\u0131n \u00dcst\u00fcnl\u00fckl\u0259ri ve M\u0259hdudiyy\u0259tl\u0259ri<\/h3>\n<p>xG, sad\u0259 qol statistikas\u0131ndan daha d\u0259rin bir m\u0259nz\u0259r\u0259 t\u0259qdim edir. Bir komanda 1-0 qalib g\u0259ls\u0259 d\u0259, \u0259g\u0259r r\u0259qib daha y\u00fcks\u0259k keyfiyy\u0259tli f\u00fcrs\u0259tl\u0259r yaratm\u0131\u015fd\u0131rsa (daha y\u00fcks\u0259k \u00fcmumi xG), bu, g\u0259l\u0259c\u0259k oyunlar \u00fc\u00e7\u00fcn x\u0259b\u0259rdarl\u0131q ola bil\u0259r. Ancaq xG-nin d\u0259 m\u0259hdudiyy\u0259tl\u0259ri var. Model, b\u00fct\u00fcn kontekst faktorlar\u0131n\u0131 (m\u0259s\u0259l\u0259n, hava \u015f\u0259raiti, konkret oyun\u00e7unun f\u0259rdi bacar\u0131\u011f\u0131, oyunun psixoloji atmosferi) tam \u0259hat\u0259 ed\u0259 bilmir. Bundan \u0259lav\u0259, m\u00fcxt\u0259lif m\u0259lumat t\u0259minat\u00e7\u0131lar\u0131 \u00f6z modell\u0259rini istifad\u0259 edir, ona g\u00f6r\u0259 d\u0259 eyni f\u00fcrs\u0259t \u00fc\u00e7\u00fcn f\u0259rqli xG d\u0259y\u0259rl\u0259ri g\u00f6r\u0259 bil\u0259rsiniz. Onu anlamaq \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 n\u00fcmun\u0259 c\u0259dv\u0259lin\u0259 n\u0259z\u0259r yetir\u0259k:<\/p>\n<table>\n<thead>\n<tr>\n<th>Z\u0259rb\u0259 Tipi<\/th>\n<th>T\u0259xmini xG D\u0259y\u0259ri Aral\u0131\u011f\u0131<\/th>\n<th>\u015e\u0259rh<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Penalti<\/td>\n<td>0.75 – 0.80<\/td>\n<td>\u018fn y\u00fcks\u0259k ehtimall\u0131 f\u00fcrs\u0259tl\u0259rd\u0259n biri.<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131ya yax\u0131n, a\u00e7\u0131q ba\u015f vuru\u015fu<\/td>\n<td>0.40 – 0.60<\/td>\n<td>M\u00f6vqe \u00e7ox \u0259lveri\u015flidir, lakin m\u00fcdafi\u0259\u00e7i t\u0259siri d\u0259yi\u015f\u0259 bil\u0259r.<\/td>\n<\/tr>\n<tr>\n<td>C\u0259rim\u0259 meydan\u00e7as\u0131 xaricind\u0259n uzaq m\u0259saf\u0259li z\u0259rb\u0259<\/td>\n<td>0.02 – 0.05<\/td>\n<td>\u00c7ox a\u015fa\u011f\u0131 ehtimal, ad\u0259t\u0259n qap\u0131\u00e7\u0131 s\u0259hvi v\u0259 ya k\u0259nar d\u0259yi\u015f\u0259nl\u0259r t\u0259l\u0259b edir.<\/td>\n<\/tr>\n<tr>\n<td>Buca\u011f\u0131n darald\u0131\u011f\u0131 v\u0259ziyy\u0259td\u0259 ayaqla z\u0259rb\u0259<\/td>\n<td>0.10 – 0.20<\/td>\n<td>Bucaq \u00e7\u0259tin, lakin y\u00fcks\u0259k bacar\u0131ql\u0131 oyun\u00e7u \u00fc\u00e7\u00fcn f\u00fcrs\u0259t.<\/td>\n<\/tr>\n<tr>\n<td>Bo\u015f qap\u0131ya yax\u0131n m\u0259saf\u0259d\u0259n z\u0259rb\u0259<\/td>\n<td>0.90 – 0.99<\/td>\n<td>Dem\u0259k olar ki, z\u0259man\u0259tli qol.<\/td>\n<\/tr>\n<tr>\n<td>K\u00fcncd\u0259n edil\u0259n ba\u015f vuru\u015fu<\/td>\n<td>0.05 – 0.12<\/td>\n<td>Ad\u0259t\u0259n a\u015fa\u011f\u0131 ehtimal, lakin qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyind\u0259n as\u0131l\u0131d\u0131r.<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131\u00e7\u0131 il\u0259 t\u0259k-t\u0259k v\u0259ziyy\u0259t<\/td>\n<td>0.30 – 0.50<\/td>\n<td>Psixoloji faktor burada b\u00f6y\u00fck rol oynay\u0131r.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Bu c\u0259dv\u0259l g\u00f6st\u0259rir ki, xG d\u0259y\u0259rl\u0259ri sabit deyil, kontekstd\u0259n as\u0131l\u0131 olaraq d\u0259yi\u015fir. Azerbaycan futbolunda, m\u0259s\u0259l\u0259n, yerli liqan\u0131n oyun t\u0259rzini v\u0259 m\u00fcdafi\u0259 x\u0259ttinin s\u0131xl\u0131\u011f\u0131n\u0131 \u0259ks etdir\u0259n x\u00fcsusi bir modelin haz\u0131rlanmas\u0131 daha d\u0259qiq t\u0259hlil imkan\u0131 yarada bil\u0259r.<\/p>\n<h2>Dig\u0259r Vacib Keyfiyyet Metrikalar\u0131<\/h2>\n<p>Elo ve xG il\u0259 yana\u015f\u0131, idman t\u0259hlilind\u0259 bir \u00e7ox ba\u015fqa metrikalar da geni\u015f istifad\u0259 olunur. Bu metrikalar, oyunun m\u00fcxt\u0259lif aspektlerini \u00f6l\u00e7m\u0259y\u0259 xidm\u0259t edir ve birlikd\u0259 istifad\u0259 olunduqda daha tam bir \u015f\u0259kil yarad\u0131r. A\u015fa\u011f\u0131da \u0259n m\u0259\u015fhur olanlardan b\u0259zil\u0259ri siyah\u0131 \u015f\u0259klind\u0259 verilmi\u015fdir:. For general context and terms, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<ul>\n<li>G\u00f6zl\u0259nil\u0259n K\u00f6m\u0259klik (xA): Bir \u00f6t\u00fcrm\u0259nin qol il\u0259 n\u0259tic\u0259l\u0259nm\u0259 ehtimal\u0131n\u0131 \u00f6l\u00e7\u00fcr. Yarad\u0131c\u0131 oyun\u00e7ular\u0131n h\u0259qiqi t\u00f6hf\u0259sini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn faydal\u0131d\u0131r.<\/li>\n<li>Post-shot xG: Yaln\u0131z qap\u0131ya do\u011fru olan z\u0259rb\u0259l\u0259ri n\u0259z\u0259r\u0259 al\u0131r ve qap\u0131\u00e7\u0131n\u0131n m\u00fcdafi\u0259 bacar\u0131\u011f\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 olunur. Adi xG-d\u0259n daha spesifikdir.<\/li>\n<li>Oyun Yuxar\u0131s\u0131 (xGOT – Expected Goals on Target): Qap\u0131ya d\u0259y\u0259n z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 hesablay\u0131r, z\u0259rb\u0259nin keyfiyy\u0259tini v\u0259 qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyini n\u0259z\u0259r\u0259 al\u0131r.<\/li>\n<li>Proqressiv \u00d6t\u00fcrm\u0259l\u0259r: Komandan\u0131n h\u00fccumunu ir\u0259lil\u0259d\u0259n, r\u0259qibin m\u00fcdafi\u0259 x\u0259ttini s\u0131nd\u0131ran \u00f6t\u00fcrm\u0259l\u0259r. H\u00fccumun dinamikas\u0131n\u0131 g\u00f6st\u0259rir.<\/li>\n<li>PPDA (H\u0259r M\u00fcdafi\u0259vi T\u0259\u015f\u0259bb\u00fcs\u0259 D\u00fc\u015f\u0259n \u00d6t\u00fcrm\u0259l\u0259r): Komandan\u0131n y\u00fcks\u0259k pres t\u0259zyiqini nec\u0259 h\u0259yata ke\u00e7irdiyini \u00f6l\u00e7\u00fcr. A\u015fa\u011f\u0131 PPDA d\u0259y\u0259ri daha intensiv pres dem\u0259kdir.<\/li>\n<li>G\u00f6zl\u0259nil\u0259n Xallar (xPts): Bir oyundan g\u00f6zl\u0259nil\u0259n xal say\u0131n\u0131 g\u00f6st\u0259rir. Komandan\u0131n performans\u0131n\u0131n qazand\u0131\u011f\u0131 xallarla uy\u011funlu\u011funu qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn \u0259sasd\u0131r.<\/li>\n<li>Oyun\u00e7u T\u0259sir Reytinql\u0259ri: M\u00fcxt\u0259lif t\u0259\u015fkilatlar t\u0259r\u0259find\u0259n t\u0259qdim olunan, oyun\u00e7unun oyundak\u0131 \u00fcmumi t\u0259sirini r\u0259q\u0259ml\u0259 ifad\u0259 ed\u0259n kompozit indeksler.<\/li>\n<\/ul>\n<p>Bu metrikalar\u0131n h\u0259r biri m\u00fc\u0259yy\u0259n bir m\u0259qs\u0259d\u0259 xidm\u0259t edir. M\u0259s\u0259l\u0259n, Azerbaycan milli futbol komandas\u0131n\u0131n oyun t\u0259hlilind\u0259, h\u0259m h\u00fccum effektivliyini (xG, xA), h\u0259m d\u0259 m\u00fcdafi\u0259 t\u0259\u015fkilat\u0131n\u0131 (PPDA) eyni anda n\u0259z\u0259r\u0259 almaq vacibdir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.digitalcombatsimulator.com\/upload\/iblock\/bcb\/e4usemp522cxj239vap3dhhgrj1yf6hh\/8484_(1).jpg\" alt=\"https:\/\/istanbulhastaneleri.net\/\" loading=\"lazy\"><\/p>\n<h2>Metrikalar\u0131 Nec\u0259 D\u00fczg\u00fcn \u015e\u0259rh Etm\u0259k Olar<\/h2>\n<p>Statistik m\u0259lumatlar \u00e7oxlu\u011fu i\u00e7\u0259risind\u0259 itm\u0259m\u0259k v\u0259 d\u00fczg\u00fcn n\u0259tic\u0259l\u0259r \u00e7\u0131xarmaq \u00fc\u00e7\u00fcn metrikalar\u0131 \u015f\u0259rh etm\u0259k bacar\u0131\u011f\u0131 \u00e7ox vacibdir. T\u0259k bir r\u0259q\u0259m he\u00e7 vaxt tam hekay\u0259ni dan\u0131\u015fm\u0131r. A\u015fa\u011f\u0131dak\u0131 prinsipl\u0259r\u0259 \u0259m\u0259l etm\u0259k faydal\u0131 ola bil\u0259r:<\/p>\n<ol>\n<li>Konteksti Unutmay\u0131n: H\u0259r hans\u0131 bir metrika, oyunun x\u00fcsusi \u015f\u0259rtl\u0259rind\u0259n (komandan\u0131n motivasiyas\u0131, z\u0259d\u0259l\u0259r, hava, turnirin m\u0259rh\u0259l\u0259si) ayr\u0131 \u015f\u0259kild\u0259 n\u0259z\u0259rd\u0259n ke\u00e7irilm\u0259m\u0259lidir. M\u0259s\u0259l\u0259n, Az\u0259rbaycan komandas\u0131n\u0131n s\u0259f\u0259rd\u0259 Avropan\u0131n g\u00fccl\u00fc komandas\u0131 il\u0259 oynad\u0131\u011f\u0131 mat\u00e7da a\u015fa\u011f\u0131 xG d\u0259y\u0259ri t\u0259bii q\u0259bul edil\u0259 bil\u0259r.<\/li>\n<li>Trendl\u0259r\u0259 Diqq\u0259t Yetirin: T\u0259k bir oyun \u0259v\u0259zin\u0259, bir ne\u00e7\u0259 oyun \u0259rzind\u0259 metrikalardak\u0131 d\u0259yi\u015fiklikl\u0259r\u0259 baxmaq daha d\u0259y\u0259rlidir. Komandan\u0131n formada y\u00fcks\u0259li\u015fi v\u0259 ya eni\u015fi trendl\u0259rl\u0259 a\u015fkar edil\u0259 bil\u0259r.<\/li>\n<li>Metrikalar\u0131 Birl\u0259\u015fdirin: xG-ni xA v\u0259 ya proqressiv \u00f6t\u00fcrm\u0259l\u0259rl\u0259 birlikd\u0259 t\u0259hlil etm\u0259k, h\u00fccumun haradan v\u0259 nec\u0259 formala\u015fd\u0131\u011f\u0131n\u0131 daha yax\u015f\u0131 ba\u015fa d\u00fc\u015fm\u0259y\u0259 k\u00f6m\u0259k ed\u0259r.<\/li>\n<li>Model M\u0259hdudiyy\u0259tl\u0259rini Anlay\u0131n: H\u0259r bir statistik modelin \u00f6z f\u0259rziyy\u0259l\u0259ri v\u0259 m\u0259hdudiyy\u0259tl\u0259ri var. Onlar\u0131n n\u0259yi \u00f6l\u00e7d\u00fcy\u00fcn\u00fc v\u0259 n\u0259yi \u00f6l\u00e7m\u0259diyini bilm\u0259k laz\u0131md\u0131r.<\/li>\n<li>\u0130nsan Faktorunu \u018flav\u0259 Edin: R\u0259q\u0259mlar oyun\u00e7unun psixologiyas\u0131n\u0131, m\u0259\u015fq\u00e7inin taktiki q\u0259rarlar\u0131n\u0131 v\u0259 meydandak\u0131 anl\u0131q v\u0259ziyy\u0259tl\u0259ri tam \u0259ks etdir\u0259 bilm\u0259z. T\u0259hlili tarazla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn keyfiyy\u0259t m\u00fc\u015fahid\u0259l\u0259ri d\u0259 vacibdir.<\/li>\n<li>M\u00fcqayis\u0259ni D\u00fczg\u00fcn Edin: Metrikalar\u0131 m\u00fcqayis\u0259 ed\u0259rk\u0259n, ox\u015far s\u0259viyy\u0259li r\u0259qibl\u0259r v\u0259 ya ox\u015far v\u0259ziyy\u0259tl\u0259r \u0259sas g\u00f6t\u00fcr\u00fclm\u0259lidir. Yerli liqa il\u0259 \u00c7empionlar Liqas\u0131n\u0131n statistikalar\u0131n\u0131 birba\u015fa m\u00fcqayis\u0259 etm\u0259k adil deyil.<\/li>\n<\/ol>\n<p>Bu yana\u015fma,<\/p>\n<p>Bu prinsipl\u0259r\u0259 riay\u0259t etm\u0259kl\u0259, statistik m\u0259lumatlar sad\u0259 r\u0259q\u0259ml\u0259r y\u0131\u011f\u0131n\u0131ndan \u00e7\u0131xaraq, d\u0259rin v\u0259 h\u0259rt\u0259r\u0259fli t\u0259hlil \u00fc\u00e7\u00fcn g\u00fccl\u00fc bir al\u0259t\u0259 \u00e7evrilir. Onlar\u0131n d\u00fczg\u00fcn t\u0259tbiqi, futbolun daxili m\u0259ntiqini anlamaqda v\u0259 daha a\u011f\u0131ll\u0131 m\u00fczakir\u0259l\u0259r aparmaqda k\u00f6m\u0259k edir. For a quick, neutral reference, see <a href=\"https:\/\/www.olympics.com\/en\/\">Olympics official hub<\/a>.<\/p>\n<h3>G\u0259l\u0259c\u0259k Perspektivl\u0259r<\/h3>\n<p>Futbol analitikas\u0131 sah\u0259si s\u00fcr\u0259tl\u0259 inki\u015faf edir. \u0130ndiki d\u00f6vrd\u0259 \u0259sas diqq\u0259t top-tracking m\u0259lumatlar\u0131 v\u0259 daha m\u00fcr\u0259kk\u0259b ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259ri \u00fcz\u0259rind\u0259dir. Bu, oyunun m\u0259kan v\u0259 zaman \u00fczr\u0259 daha d\u0259qiq modell\u0259\u015fdirilm\u0259sin\u0259, h\u0259m\u00e7inin kollektiv komanda h\u0259r\u0259k\u0259tl\u0259rinin daha effektiv qiym\u0259tl\u0259ndirilm\u0259sin\u0259 imkan verir. G\u0259l\u0259c\u0259kd\u0259, real vaxt analitikas\u0131 v\u0259 inki\u015faf etmi\u015f proqnozla\u015fd\u0131rma al\u0259tl\u0259ri daha da geni\u015f yay\u0131la bil\u0259r.<\/p>\n<p>Bu inki\u015faf, Az\u0259rbaycan futbolunda da \u00f6z \u0259ksini tap\u0131r. Yerli m\u00fct\u0259x\u0259ssisl\u0259rin beyn\u0259lxalq t\u0259cr\u00fcb\u0259ni \u00f6yr\u0259nm\u0259si v\u0259 yerli kontekst\u0259 uy\u011funla\u015fd\u0131rmas\u0131, futbol m\u0259d\u0259niyy\u0259tinin keyfiyy\u0259tli inki\u015faf\u0131na t\u00f6hf\u0259 ver\u0259 bil\u0259r. Analitikan\u0131n d\u0259y\u0259ri, onun n\u0259tic\u0259l\u0259ri nec\u0259 ba\u015fa d\u00fc\u015fd\u00fcy\u00fcm\u00fcz\u0259, \u015f\u0259rh etdiyimiz\u0259 v\u0259 praktikada t\u0259tbiq etdiyimiz\u0259 ba\u011fl\u0131d\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo ve xG Reytinq Sistemleri – Azerbaycanda Keyfiyyet Metrikleri Idman T\u0259hlilind\u0259 Reytinq Sistemleri – Elo, xG ve Dig\u0259r Metodlar Idman t\u0259hlili dunyas\u0131 r\u0259q\u0259msal m\u0259lumatlar d\u0259nizine cevrilmi\u015fdir. Art\u0131q komandalar\u0131n ve oyun\u00e7ular\u0131n performans\u0131 yaln\u0131z qol say\u0131 ve q\u0259l\u0259b\u0259l\u0259rle deyil, m\u00fcr\u0259kk\u0259b riyazi modell\u0259r ve keyfiyyet gost\u0259ricil\u0259ri ile qiym\u0259tl\u0259ndirilir. Bu metrikler, idman m\u0259\u015fq\u00e7ilerine, analitiklere ve h\u0259v\u0259skar azarke\u015flere daha d\u0259rin […]<\/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-38511","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts\/38511","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/comments?post=38511"}],"version-history":[{"count":1,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts\/38511\/revisions"}],"predecessor-version":[{"id":38512,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/posts\/38511\/revisions\/38512"}],"wp:attachment":[{"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/media?parent=38511"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/categories?post=38511"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.adored.us\/2020\/wp-json\/wp\/v2\/tags?post=38511"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}