{"id":61292,"date":"2026-03-02T08:13:54","date_gmt":"2026-03-02T08:13:54","guid":{"rendered":"https:\/\/www.artstation-kw.com\/?p=61292"},"modified":"2026-03-03T19:37:46","modified_gmt":"2026-03-03T19:37:46","slug":"elo-xg-ve-keyfiyyet-metriklerini-anlamaq","status":"publish","type":"post","link":"https:\/\/www.artstation-kw.com\/en\/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 Reytinq Sistemleri &#8211; Elo, xG ve Keyfiyyet Olculeri<\/h1>\n<p>Idman analitikasinin dunyasinda, komanda ve oyunculari qiymetlendirmek ucun istifade olunan obyektiv metrikler getdikce daha vacib olur. Bu reytinq sistemleri, emosional qerarlarin yerine data ile islenmis qiymetlendirmeleri qoyaraq, idman muhakimesini demokratiklestirir. Azerbaycanda da, futbol ve serqler kimi populer idman novlerinde, bu metriklerin dogru anlasilmasi hem texniki muhakimeleri, hem de strategiyalari formallasadirir. Bu anlayislar, meselen, <a href=\"https:\/\/marmaralandscaping.com\/\">https:\/\/marmaralandscaping.com\/<\/a> kimi muxtelif sahelerde de oldugu kimi, daxili proseslerin optimallasdirilmasi ucun deyerli bir model teqdim ede biler. Bu yazida, Elo, Gozlenilen Qol (xG) ve &quot;keyfiyyet&quot; anlayisi kimi temel metriklerin prinsip ve tetbiq sahelerini, yerli kontekste uygunlasdiraraq izah edeceyik.<\/p>\n<h2>Elo Reytinq Sistemi &#8211; Prinsip ve Hesablama Usulu<\/h2>\n<p>Elo reytinq sistemi, ilk novbede satranc oyunculari ucun hazirlanmis, lakin indi futbol, basketbol ve diger raqiblikli idmanlarda genis istifade olunan riyazi bir modeldir. Sistemin esasi, her bir oyuncunun ve ya komandanin gucunu tek bir reqemle (Elo reytinqi) ifade etmek ve bu reytiqlere esaslanaraq qarsilasmanin neticesini ehtimal etmekdir. Azerbaycanda, xususile serq turnirlerinde komandalarin gucunu muqayise etmek ucun bu sistemin adaptasiyasi getdikce daha cox qebul gorur. If you want a concise overview, check <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a>.<\/p>\n<p>Sistemin isleme mexanizmi asagidaki kimi qurulmusdur:. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<ul>\n<li>Her komandaya baslangic reytinqi verilir (meselen, 1500 xal).<\/li>\n<li>Qarsilasmadan evvel, her iki komandanin qazanma ehtimali onlarin cari reytiqleri esasinda hesablanir.<\/li>\n<li>Qarsilasa neticelendikden sonra, reytiq deyisikliyi heyata kecirilir: gozlenilenden daha yaxsi netice gosteren komanda uddugu reytiq xallarini qazanir, gozlenilenden asagi netice gosteren ise xal itirir.<\/li>\n<li>Deyisikliyin miqdari, neticenin gozlenilenden ne qeder kenara cixmasi ve qarsilasanin &#8220;vacibiyyet&#8221; emsali (K-emsal) ile muqayise edilir.<\/li>\n<li>Bu, dinamik bir sistemdir; komandalarin performansi zamani ile beraber deyisdikce, reytiqlari de avtomatik olaraq yenilenir.<\/li>\n<li>Sistem, uzun muddetli formani qisa muddetli dalgalanmalardan daha ustun tutur.<\/li>\n<li>Yerli liqalarda, komandalarin sezon erzinde guc dinamikasini izlemek ucun ideal bir vasitedir.<\/li>\n<\/ul>\n<h3>Azerbaycan Futbolunda Elo Modelinin Tetbiqi<\/h3>\n<p>Azerbaycan Premyer Liqasinda komandalarin gucunu izlemek ucun Elo modeli, beynelxalq arenada komandalarin veziyyetini daha yaxsi anlamaq imkani verir. Model, yerli komandalarin Avropa kuboklarinda u\u011fur ehtimallar\u0131n\u0131 qiymetlendirmekde de istifade oluna biler. Burada diqqet yetirilmesi lazim olan bir ne\u00e7e x\u00fcsusiyyet var.<\/p>\n<p>Birincisi, liqanin daxili guc balansini anlamaq ucun Elo reytiql\u0259ri, adi cedvel xallar\u0131ndan daha informativ ola bil\u0259r, \u00e7\u00fcnki onlar qalibiyy\u0259tin keyfiyy\u0259tini (g\u00fccl\u00fc r\u0259qib\u0259 qar\u015f\u0131 udmaq) n\u0259z\u0259r\u0259 al\u0131r. \u0130kincisi, sistem, komandalar\u0131n m\u00f6vs\u00fcm \u0259rzind\u0259 formadak\u0131 d\u0259yi\u015fiklikl\u0259rini daha d\u0259qiq \u0259ks etdir\u0259 bil\u0259r. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, bu model \u0259sas\u0131nda, g\u0259l\u0259c\u0259k oyunlar\u0131n n\u0259tic\u0259l\u0259rini proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn statistik \u0259sas yarad\u0131la bil\u0259r.<\/p>\n<h2>Gozlenilen Qol (xG) &#8211; Futbolun Oyun Ici Analitikasi<\/h2>\n<p>xG (Expected Goals &#8211; Gozlenilen Qollar) metrikasi, futbolun tek bir ates zamani yaranan qol ehtimalini qiymetlendiren bir modeldir. Bu, cekisin keyfiyyetini, mesafeni, buca\u011fi, beden hissesini, qar\u015f\u0131l\u0131ql\u0131 v\u0259ziyyeti ve dig\u0259r onlarla faktoru nezere alaraq, 0 ile 1 aras\u0131nda bir ehtimal deyeri teqdim edir. Azerbaycan futbolunda bu metrik, oyun\u00e7ular\u0131n h\u00fccum effektivliyini v\u0259 komandalar\u0131n yarad\u0131c\u0131l\u0131q qabiliyy\u0259tini daha d\u0259rin ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn getdikc\u0259 daha \u00e7ox istifad\u0259 olunur.<\/p>\n<p>xG modelinin hesablanmas\u0131nda istifad\u0259 olunan \u0259sas amill\u0259r a\u015fa\u011f\u0131dak\u0131lard\u0131r:<\/p>\n<table>\n<thead>\n<tr>\n<th>Faktor<\/th>\n<th>Tesiri<\/th>\n<th>Azerbaycan Kontekstinde M\u00fc\u015fahid\u0259<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Atesin Mesafesi<\/td>\n<td>Mesafe azald\u0131qca xG d\u0259y\u0259ri art\u0131r<\/td>\n<td>Yerli liqada uzaq m\u0259saf\u0259li c\u0259ki\u015fl\u0259r daha \u00e7ox olur, bu da \u00fcmumi xG ortalamas\u0131n\u0131 a\u015fa\u011f\u0131 sala bil\u0259r<\/td>\n<\/tr>\n<tr>\n<td>Atesin Bucagi<\/td>\n<td>Qap\u0131ya daha m\u0259rk\u0259zi bucaqlar daha y\u00fcks\u0259k xG verir<\/td>\n<td>Yan h\u00fccumlar\u0131n effektiv sonland\u0131r\u0131lmas\u0131 \u00e7ox vaxt problem olur<\/td>\n<\/tr>\n<tr>\n<td>Qar\u015f\u0131l\u0131ql\u0131 V\u0259ziyy\u0259t<\/td>\n<td>Qap\u0131\u00e7\u0131 v\u0259 m\u00fcdafi\u0259\u00e7il\u0259rin m\u00f6vqeyi h\u0259lledici amildir<\/td>\n<td>S\u00fcr\u0259tli kontrataklar zaman\u0131 y\u00fcks\u0259k xG v\u0259ziyy\u0259tl\u0259ri yaran\u0131r<\/td>\n<\/tr>\n<tr>\n<td>Atesin N\u00f6v\u00fc<\/td>\n<td>Ba\u015f vurmas\u0131, ayaqla vurma, z\u0259rb\u0259 v\u0259 s.<\/td>\n<td>Ba\u015fla vurulan qollar\u0131n nisb\u0259ti x\u00fcsusi diqq\u0259t t\u0259l\u0259b edir<\/td>\n<\/tr>\n<tr>\n<td>Pass\u0131n M\u0259nb\u0259yi<\/td>\n<td>K\u0259nardan \u00f6t\u00fcrm\u0259, d\u0259rin \u00f6t\u00fcrm\u0259, k\u00fcnc z\u0259rb\u0259l\u0259ri<\/td>\n<td>Standart v\u0259ziyy\u0259tl\u0259rd\u0259n qazan\u0131lan xallar\u0131n t\u0259hlili vacibdir<\/td>\n<\/tr>\n<tr>\n<td>Oyun\u00e7u Dribblingi<\/td>\n<td>Oyun\u00e7unun at\u0259\u015fd\u0259n \u0259vv\u0259l r\u0259qibi ke\u00e7m\u0259si<\/td>\n<td>F\u0259rdi bacar\u0131\u011f\u0131 y\u00fcks\u0259k oyun\u00e7ular \u00fc\u00e7\u00fcn x\u00fcsusi modell\u0259r t\u0259l\u0259b oluna bil\u0259r<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131\u00e7\u0131n\u0131n M\u00f6vqeyi<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n \u00f6n\u00fcnd\u0259ki m\u0259saf\u0259 v\u0259 bucaq \u00f6rt\u00fcy\u00fc<\/td>\n<td>Yerli qap\u0131\u00e7\u0131lar\u0131n \u00e7\u0131x\u0131\u015f strategiyalar\u0131 xG d\u0259y\u0259rl\u0259rini \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 d\u0259yi\u015fdir\u0259 bil\u0259r<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>xG-nin Azerbaycan Futboluna T\u0259tbiqind\u0259 Diqq\u0259t Edilecek N\u00f6qt\u0259l\u0259r<\/h3>\n<p>Yerli liqada xG metrikas\u0131n\u0131 t\u0259hlil ed\u0259rk\u0259n, beyn\u0259lxalq modell\u0259rin lokal x\u00fcsusiyy\u0259tl\u0259r\u0259 uy\u011funla\u015fd\u0131r\u0131lmas\u0131 vacibdir. M\u0259s\u0259l\u0259n, meydanlar\u0131n keyfiyy\u0259ti, hava \u015f\u0259raiti v\u0259 oyun tempi kimi amill\u0259r, x\u00fcsusil\u0259 m\u00f6vs\u00fcm\u00fcn m\u00fc\u0259yy\u0259n d\u00f6vrl\u0259rind\u0259, at\u0259\u015fl\u0259rin keyfiyy\u0259tin\u0259 t\u0259sir g\u00f6st\u0259r\u0259 bil\u0259r. Bundan \u0259lav\u0259, komandalar\u0131n taktiki \u00fcslublar\u0131 &#8211; m\u0259s\u0259l\u0259n, \u00e7ox sayda uzaq m\u0259saf\u0259li c\u0259ki\u015f\u0259 meyilli olan komandalar &#8211; \u00fcmumi xG statistikas\u0131n\u0131 t\u0259hrif ed\u0259 bil\u0259r. Bu s\u0259b\u0259bd\u0259n, sad\u0259c\u0259 \u00fcmumi xG r\u0259q\u0259ml\u0259rin\u0259 baxmaq \u0259v\u0259zin\u0259, yarad\u0131lan f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tinin paylanmas\u0131na (xG\/at\u0259\u015f) v\u0259 qar\u015f\u0131 t\u0259r\u0259fin bu f\u00fcrs\u0259tl\u0259ri m\u0259hdudla\u015fd\u0131rma qabiliyy\u0259tin\u0259 (qar\u015f\u0131 t\u0259r\u0259fin xG) diqq\u0259t yetirm\u0259k daha d\u0259qiq m\u0259nz\u0259r\u0259 verir.<\/p>\n<h2>Keyfiyyet Metriklerini \u015e\u0259rh Etm\u0259k &#8211; Data ve Kontekst Balans\u0131<\/h2>\n<p>Elo ve xG kimi metrikler g\u00fccl\u00fc analitik vasit\u0259l\u0259rdir, lakin onlar\u0131n d\u00fczg\u00fcn \u015f\u0259rh edilm\u0259si m\u00fctl\u0259qdir. &#8220;Keyfiyy\u0259t&#8221; anlay\u0131\u015f\u0131 t\u0259k bir r\u0259q\u0259ml\u0259 tam \u015f\u0259kild\u0259 ifad\u0259 edil\u0259 bilm\u0259z; bu, bir s\u0131ra g\u00f6st\u0259ricil\u0259rin kontekst daxilind\u0259 birlikd\u0259 qiym\u0259tl\u0259ndirilm\u0259sini t\u0259l\u0259b edir. Azerbaycan idman m\u0259tbuat\u0131nda v\u0259 p\u0259r\u0259sti\u015fkarlar aras\u0131nda bu metriklerin d\u0259rk edilm\u0259si artd\u0131qca, m\u00fczakir\u0259l\u0259rin s\u0259viyy\u0259si d\u0259 y\u00fcks\u0259lir.<\/p>\n<p>Metrik \u015f\u0259rhind\u0259 \u0259n \u00e7ox rast g\u0259lin\u0259n s\u0259hvl\u0259r a\u015fa\u011f\u0131dak\u0131lard\u0131r:<\/p>\n<ul>\n<li><strong>Korrelasiyan\u0131 S\u0259b\u0259b kimi Q\u0259bul Etm\u0259k:<\/strong> Y\u00fcks\u0259k xG-y\u0259 malik komandan\u0131n h\u0259mi\u015f\u0259 daha yax\u015f\u0131 oldu\u011funu d\u00fc\u015f\u00fcnm\u0259k. Oyunun dig\u0259r aspektl\u0259ri (m\u00fcdafi\u0259, sahiblik) n\u0259z\u0259r\u0259 al\u0131nm\u0131r.<\/li>\n<li><strong>Konteksti N\u0259z\u0259r\u0259 Almamaq:<\/strong> Bir oyun\u00e7unun a\u015fa\u011f\u0131 xG statistikas\u0131n\u0131, onun formas\u0131z oldu\u011fu kimi \u015f\u0259rh etm\u0259k, halbuki o, komanda taktikas\u0131na g\u00f6r\u0259 d\u0259rin yarad\u0131c\u0131 rol oynaya bil\u0259r.<\/li>\n<li><strong>Q\u0131sa M\u00fcdd\u0259tli N\u00fcmun\u0259l\u0259r\u0259 H\u0259ddind\u0259n Art\u0131q Etibar:<\/strong> C\u0259mi bir ne\u00e7\u0259 oyun \u0259sas\u0131nda Elo reytinqind\u0259ki d\u0259yi\u015fiklikl\u0259ri h\u0259ddind\u0259n art\u0131q \u015f\u0259rh etm\u0259k.<\/li>\n<li><strong>Model M\u0259hdudiyy\u0259tl\u0259rini Anlamamaq:<\/strong> H\u0259r hans\u0131 bir modelin (x\u00fcsusil\u0259 xG) m\u00fc\u0259yy\u0259n v\u0259ziyy\u0259tl\u0259ri (\u00e7ox qeyri-adi at\u0259\u015fl\u0259r) d\u0259qiq qiym\u0259tl\u0259ndir\u0259 bilm\u0259y\u0259c\u0259yini n\u0259z\u0259r\u0259 almamaq.<\/li>\n<li><strong>\u0130dman N\u00f6v\u00fcn\u0259 Uy\u011funla\u015fd\u0131rmamaq:<\/strong> Futbol \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015f xG modelini, qaydalar\u0131 v\u0259 dinamikas\u0131 tamamil\u0259 f\u0259rqli olan dig\u0259r idman n\u00f6vl\u0259rin\u0259 (m\u0259s\u0259l\u0259n, voleybola) birba\u015fa t\u0259tbiq etm\u0259y\u0259 \u00e7al\u0131\u015fmaq.<\/li>\n<li><strong>M\u0259n\u0259vi Amill\u0259ri Tamamil\u0259 \u0130stisna Etm\u0259k:<\/strong> Komandan\u0131n ruh hal\u0131n\u0131, motivasiyas\u0131n\u0131 v\u0259 ya konkret derbi oyununun psixologiyas\u0131n\u0131 modell\u0259\u015fdirm\u0259yin \u00e7\u0259tinliyini unutmaq.<\/li>\n<\/ul>\n<h2>Azerbaycan Idman Mediasinda Metriklerin Istifadesi<\/h2>\n<p>Azerbaycanda idman yay\u0131m\u0131 v\u0259 jurnalistikas\u0131 getdikc\u0259 daha \u00e7ox analitik d\u0259rinlik axtar\u0131r. Elo reytiql\u0259ri v\u0259 xG kimi g\u00f6st\u0259ricil\u0259r, t\u0259hlil proqramlar\u0131nda v\u0259 matbuat konfranslar\u0131nda daha \u00e7ox yer alma\u011fa ba\u015flay\u0131b. Bu, t\u0259kc\u0259 texniki m\u0259zmunu z\u0259nginl\u0259\u015fdirmir, h\u0259m d\u0259 azarke\u015fl\u0259rin oyunu daha \u00e7ox aspektd\u0259n ba\u015fa d\u00fc\u015fm\u0259sin\u0259 k\u00f6m\u0259k edir. Lakin, bu m\u0259lumatlar\u0131n sad\u0259 v\u0259 anla\u015f\u0131ql\u0131 \u015f\u0259kild\u0259 t\u0259qdim edilm\u0259si \u00e7ox vacibdir.<\/p>\n<p>Yerli media \u00fc\u00e7\u00fcn faydal\u0131 ola bil\u0259c\u0259k bir ne\u00e7\u0259 praktik yana\u015fma:<\/p>\n<ul>\n<li>Komanda g\u00fcc\u00fcn\u00fcn vizual t\u0259qdimat\u0131 \u00fc\u00e7\u00fcn m\u00f6vs\u00fcm \u0259rzind\u0259 d\u0259yi\u015f\u0259n Elo qrafikl\u0259rind\u0259n istifad\u0259.<\/li>\n<li>Oyun sonras\u0131 t\u0259hlill\u0259rd\u0259, \u0259n y\u00fcks\u0259k xG d\u0259y\u0259rin\u0259 malik f\u00fcrs\u0259tl\u0259rin videoklipl\u0259rini g\u00f6st\u0259rm\u0259kl\u0259 statistikalar\u0131 canland\u0131rmaq.<\/li>\n<li>M\u00fc\u0259yy\u0259n bir oyun\u00e7unun (m\u0259s\u0259l\u0259n, yerli h\u00fccum\u00e7unun) formadaki d\u0259yi\u015fiklikl\u0259rini izl\u0259m\u0259k \u00fc\u00e7\u00fcn f\u0259rdi xG trendl\u0259rini t\u0259qib etm\u0259k.<\/li>\n<li>Avropa kuboklar\u0131nda i\u015ftirak ed\u0259n yerli komandalar\u0131n beyn\u0259lxalq r\u0259qibl\u0259r qar\u015f\u0131s\u0131nda u\u011fur \u015fanslar\u0131n\u0131 m\u00fczakir\u0259 ed\u0259rk\u0259n Elo reytiql\u0259rini istinad n\u00f6qt\u0259si kimi g\u00f6st\u0259rm\u0259k.<\/li>\n<li>G\u0259nc v\u0259 perspektivli oyun\u00e7ular\u0131n qiym\u0259tl\u0259ndirilm\u0259sind\u0259, ancaq qol\/\u0259v\u0259zetm\u0259 statistikas\u0131na deyil, h\u0259m d\u0259 yaratd\u0131qlar\u0131 t\u0259hl\u00fck\u0259ni (xG) g\u00f6st\u0259r\u0259n m\u0259lumatlara istinad etm\u0259k.<\/li>\n<\/ul>\n<h3>G\u0259l\u0259c\u0259k \u0130nki\u015faf \u0130stiqam\u0259tl\u0259ri<\/h3>\n<p>\u0130dman analitikas\u0131n\u0131n g\u0259l\u0259c\u0259yi, t\u0259k metrikd\u0259n \u00e7ox, onlar\u0131n sintezin\u0259 do\u011fru gedir. M\u0259s\u0259l\u0259n, &#8220;Gozlenilen K\u00f6m\u0259k&#8221; (xA) kimi metrikler art\u0131q oyun yarad\u0131c\u0131l\u0131\u011f\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 olunur. Azerbaycan kimi bazarlar \u00fc\u00e7\u00fcn n\u00f6vb\u0259ti m\u0259rh\u0259l\u0259, bu \u00fcmumi modell\u0259ri yerli liqan\u0131n spesifik x\u00fcsusiyy\u0259tl\u0259ri (m\u0259s\u0259l\u0259n, m\u00fc\u0259yy\u0259n komandalar\u0131n taktiki preferanslar\u0131, konkret stadionlar\u0131n \u00f6l\u00e7\u00fcl\u0259ri) \u0259sas\u0131nda daha da d\u0259qiql\u0259\u015fdir\u0259n lokal modell\u0259rin yarad\u0131lmas\u0131 ola bil\u0259r. Bu, menecerl\u0259r\u0259 transfer strategiyalar\u0131nda, m\u0259\u015fq\u00e7il\u0259r\u0259 is\u0259 oyun planlar\u0131n\u0131n haz\u0131rlanmas\u0131nda daha d\u0259qiq al\u0259tl\u0259r t\u0259q<\/p>\n<p>Bu c\u00fcr inki\u015faf, yaln\u0131z pe\u015f\u0259kar s\u0259viyy\u0259d\u0259 deyil, h\u0259m d\u0259 azarke\u015f t\u0259cr\u00fcb\u0259sind\u0259 d\u0259qiqlik v\u0259 d\u0259rind\u0259n ba\u015fa d\u00fc\u015fm\u0259 g\u0259tir\u0259c\u0259k. \u0130dman\u0131n hekay\u0259si r\u0259q\u0259ml\u0259rl\u0259 daha z\u0259ngin \u015f\u0259kild\u0259 dan\u0131\u015f\u0131la bil\u0259r.<\/p>\n<p>\u00dcmumilikd\u0259, m\u00fcasir futbol t\u0259hlili art\u0131q sad\u0259 statistikalar toplusu deyil. O, strateji q\u0259rarlar\u0131n q\u0259bul edilm\u0259si, oyun\u00e7ular\u0131n inki\u015faf\u0131n\u0131n izl\u0259nm\u0259si v\u0259 azarke\u015f m\u0259zmununun keyfiyy\u0259tinin art\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn m\u0259rk\u0259zi vasit\u0259y\u0259 \u00e7evrilib. Bu metodologiyan\u0131n q\u0259bulu v\u0259 t\u0259tbiqi, futbol ekosisteminin b\u00fct\u00fcn i\u015ftirak\u00e7\u0131lar\u0131 \u00fc\u00e7\u00fcn davaml\u0131 inki\u015faf\u0131n a\u00e7ar\u0131d\u0131r.<\/p>\n<p>Texnologiyan\u0131n t\u0259kmill\u0259\u015fm\u0259si v\u0259 m\u0259lumatlar\u0131n daha \u0259l\u00e7atan olmas\u0131 il\u0259, futbolun r\u0259q\u0259msal t\u0259hlili \u00f6lk\u0259d\u0259 idman m\u0259d\u0259niyy\u0259tinin ayr\u0131lmaz hiss\u0259sin\u0259 \u00e7evril\u0259c\u0259k.<\/p>","protected":false},"excerpt":{"rendered":"<p>Elo, xG ve Keyfiyyet Metriklerini Anlamaq Azerbaycanda Reytinq Sistemleri &#8211; Elo, xG ve Keyfiyyet Olculeri Idman analitikasinin dunyasinda, komanda ve oyunculari qiymetlendirmek ucun istifade olunan obyektiv metrikler getdikce daha vacib olur. Bu reytinq sistemleri, emosional qerarlarin yerine data ile islenmis qiymetlendirmeleri qoyaraq, idman muhakimesini demokratiklestirir. Azerbaycanda da, futbol ve serqler kimi populer idman novlerinde, bu [&hellip;]<\/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-61292","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/posts\/61292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/comments?post=61292"}],"version-history":[{"count":1,"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/posts\/61292\/revisions"}],"predecessor-version":[{"id":61293,"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/posts\/61292\/revisions\/61293"}],"wp:attachment":[{"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/media?parent=61292"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/categories?post=61292"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.artstation-kw.com\/en\/wp-json\/wp\/v2\/tags?post=61292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}