{"id":476598,"date":"2023-08-09T07:31:20","date_gmt":"2023-08-09T07:31:20","guid":{"rendered":""},"modified":"2023-09-05T11:13:03","modified_gmt":"2023-09-05T11:13:03","slug":"data-analysis-platform","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/tr\/wiki\/data-analysis-platform\/","title":{"rendered":"Veri analiz platformu"},"content":{"rendered":"<p>Veri analizi platformlar\u0131, b\u00fcy\u00fck miktarlarda ham veriyi toplamak, i\u015flemek ve yorumlamak i\u00e7in tasarlanm\u0131\u015f karma\u015f\u0131k sistemlerdir. Farkl\u0131 sekt\u00f6rlerdeki kurulu\u015flara paha bi\u00e7ilmez ara\u00e7lar sa\u011flayarak, verilerden elde edilen eyleme ge\u00e7irilebilir i\u00e7g\u00f6r\u00fclere dayanarak bilin\u00e7li kararlar almalar\u0131n\u0131 sa\u011flarlar. Bu platformlar veri al\u0131m\u0131, depolama, i\u015fleme, analiz ve g\u00f6rselle\u015ftirme gibi \u00e7e\u015fitli i\u015flevleri kapsar.<\/p>\n<h2>Veri Analizi Platformlar\u0131n\u0131n Geli\u015fimi<\/h2>\n<p>Bir kavram olarak veri analizinin k\u00f6kleri y\u00fczlerce y\u0131l \u00f6ncesine dayanan istatistiksel analize dayanmaktad\u0131r. Ancak bug\u00fcn anlad\u0131\u011f\u0131m\u0131z \u015fekliyle modern veri analizi platformlar\u0131n\u0131n geli\u015fimi, \u00f6zellikle bilgisayarlar\u0131n ve dijital verilerin ortaya \u00e7\u0131k\u0131\u015f\u0131yla birlikte ciddi anlamda 20. y\u00fczy\u0131lda ba\u015flad\u0131.<\/p>\n<p>\u0130lk veri analizi platformlar\u0131 basit ve do\u011frusald\u0131; temel olarak elektronik tablolardan ve veritabanlar\u0131ndan olu\u015fuyordu. 1980&#039;lerin sonu ve 1990&#039;lar\u0131n ba\u015f\u0131nda i\u015f zekas\u0131 (BI) yaz\u0131l\u0131m\u0131 tan\u0131t\u0131ld\u0131. Bu yaz\u0131l\u0131m bir ad\u0131m daha ileri giderek g\u00f6rselle\u015ftirme yetenekleri ve basitle\u015ftirilmi\u015f raporlama sa\u011flad\u0131. Milenyumun ba\u015f\u0131nda veri ambarlar\u0131 pop\u00fcler hale geldi ve b\u00fcy\u00fck veri hacimlerinin depolanmas\u0131na ve analizine olanak sa\u011flad\u0131.<\/p>\n<p>Katlanarak artan veri hacimlerini i\u015flemeye y\u00f6nelik artan ihtiyac\u0131n alt\u0131n\u0131 \u00e7izen &quot;b\u00fcy\u00fck veri&quot; terimi 2010&#039;larda moda oldu. Buna yan\u0131t olarak, veri analizi platformlar\u0131 bu karma\u015f\u0131kl\u0131klar\u0131n \u00fcstesinden gelmek \u00fczere geli\u015fti ve bug\u00fcn g\u00f6rd\u00fc\u011f\u00fcm\u00fcz modern veri analizi platformlar\u0131n\u0131n ortaya \u00e7\u0131kmas\u0131na yol a\u00e7t\u0131.<\/p>\n<h2>Veri Analizi Platformlar\u0131na Derinlemesine Bir Bak\u0131\u015f<\/h2>\n<p>G\u00fcn\u00fcm\u00fczde veri analizi platformlar\u0131, anlaml\u0131 i\u00e7g\u00f6r\u00fcler sunmak i\u00e7in \u00e7e\u015fitli bile\u015fenleri birle\u015ftiren karma\u015f\u0131k sistemlerdir. Yap\u0131land\u0131r\u0131lm\u0131\u015f (veritabanlar\u0131 gibi) veya yap\u0131land\u0131r\u0131lmam\u0131\u015f (metin dosyalar\u0131 veya sosyal medya yay\u0131nlar\u0131 gibi) \u00e7e\u015fitli kaynaklardan veri \u00e7ekerler.<\/p>\n<p>Platformlar daha sonra bu verileri temizler, i\u015fler ve yap\u0131land\u0131r\u0131r ve genellikle bunlar\u0131 bir veri ambar\u0131nda veya veri g\u00f6l\u00fcnde depolar. Bu veriler \u00fczerinde basit tan\u0131mlay\u0131c\u0131 istatistiklerden karma\u015f\u0131k makine \u00f6\u011frenimi algoritmalar\u0131na kadar analitik i\u015flemler ger\u00e7ekle\u015ftirilir. Bu i\u015flemenin \u00e7\u0131kt\u0131s\u0131 daha sonra kolayca anla\u015f\u0131l\u0131r bir \u015fekilde g\u00f6rselle\u015ftirilir ve son kullan\u0131c\u0131ya eyleme ge\u00e7irilebilir bilgiler sa\u011flan\u0131r.<\/p>\n<p>Modern veri analizi platformlar\u0131n\u0131n \u00f6nemli bir y\u00f6n\u00fc, ger\u00e7ek zamanl\u0131 verileri i\u015fleme yetenekleridir. Bu platformlar, gelen veri ak\u0131\u015flar\u0131n\u0131 an\u0131nda analiz ederek neredeyse anl\u0131k bilgiler sa\u011flayabilir.<\/p>\n<h2>Veri Analiz Platformlar\u0131n\u0131n \u00c7al\u0131\u015fma Mekanizmas\u0131<\/h2>\n<p>Bir veri analizi platformunun i\u00e7 yap\u0131s\u0131 \u00f6ncelikle veri al\u0131m\u0131, veri depolama, veri i\u015fleme, veri analizi ve veri g\u00f6rselle\u015ftirme katmanlar\u0131n\u0131 i\u00e7erir.<\/p>\n<ol>\n<li>\n<p><strong>Veri Alma:<\/strong> Bu, veritabanlar\u0131, bulut depolama veya ak\u0131\u015fl\u0131 veri kaynaklar\u0131 gibi \u00e7e\u015fitli kaynaklardan verilerin topland\u0131\u011f\u0131 ilk ad\u0131md\u0131r.<\/p>\n<\/li>\n<li>\n<p><strong>Veri depolama:<\/strong> Toplanan veriler, t\u00fcm veriler i\u00e7in tek bir depo g\u00f6revi g\u00f6ren veritabanlar\u0131nda, veri g\u00f6llerinde veya veri ambarlar\u0131nda saklan\u0131r.<\/p>\n<\/li>\n<li>\n<p><strong>Veri i\u015fleme:<\/strong> Bu a\u015famada saklanan veriler temizlenir, d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr ve analize uygun bir formata g\u00f6re yap\u0131land\u0131r\u0131l\u0131r.<\/p>\n<\/li>\n<li>\n<p><strong>Veri analizi:<\/strong> Ger\u00e7ek analizin ger\u00e7ekle\u015fti\u011fi yer buras\u0131d\u0131r. Platforma ba\u011fl\u0131 olarak bu, SQL sorgular\u0131n\u0131, makine \u00f6\u011frenimi algoritmalar\u0131n\u0131 veya di\u011fer istatistiksel y\u00f6ntemleri i\u00e7erebilir.<\/p>\n<\/li>\n<li>\n<p><strong>Veri goruntuleme:<\/strong> Son a\u015fama, analiz edilen verilerin g\u00f6rsel ve sindirilebilir bir \u015fekilde sunulmas\u0131n\u0131 i\u00e7erir. Bu grafikler, \u00e7izelgeler, g\u00f6sterge tablolar\u0131 veya raporlar \u015feklinde olabilir.<\/p>\n<\/li>\n<\/ol>\n<h2>Veri Analizi Platformlar\u0131n\u0131n Temel \u00d6zellikleri<\/h2>\n<p>Veri analizi platformlar\u0131 \u00e7e\u015fitli temel \u00f6zelliklerle karakterize edilir:<\/p>\n<ol>\n<li>\n<p><strong>\u00d6l\u00e7eklenebilirlik:<\/strong> Artan hacimdeki verileri performans \u00fczerinde \u00f6nemli bir etki yaratmadan i\u015fleme yetene\u011fi.<\/p>\n<\/li>\n<li>\n<p><strong>Ger\u00e7ek Zamanl\u0131 Analiz:<\/strong> Verileri geldi\u011fi anda analiz etme ve zaman\u0131nda \u00f6ng\u00f6r\u00fc sa\u011flama yetene\u011fi.<\/p>\n<\/li>\n<li>\n<p><strong>Entegrasyon:<\/strong> \u00c7e\u015fitli veri kaynaklar\u0131 ve di\u011fer i\u015f sistemleriyle entegrasyon yetene\u011fi.<\/p>\n<\/li>\n<li>\n<p><strong>Geli\u015fmi\u015f Analitik:<\/strong> Tahmine dayal\u0131 analitik ve makine \u00f6\u011frenimi de dahil olmak \u00fczere karma\u015f\u0131k analiti\u011fi destekleme.<\/p>\n<\/li>\n<li>\n<p><strong>Veri goruntuleme:<\/strong> Kontrol panelleri ve raporlama i\u015flevleri gibi verileri etkili bir \u015fekilde g\u00f6rselle\u015ftirmek i\u00e7in ara\u00e7lar sa\u011flamak.<\/p>\n<\/li>\n<li>\n<p><strong>G\u00fcvenlik:<\/strong> Yetkisiz eri\u015fimi veya veri ihlallerini \u00f6nlemek i\u00e7in sa\u011flam veri koruma mekanizmalar\u0131n\u0131n mevcut olmas\u0131n\u0131 sa\u011flamak.<\/p>\n<\/li>\n<\/ol>\n<h2>Veri Analizi Platformu T\u00fcrleri<\/h2>\n<p>\u0130ki temel veri analizi platformu t\u00fcr\u00fc \u015funlard\u0131r:<\/p>\n<ol>\n<li>\n<p><strong>Geleneksel (\u015eirket \u0130\u00e7i) Platformlar:<\/strong> Bu platformlar bir kurulu\u015fun fiziksel konumunda bulunan sunuculara kurulur ve \u00e7al\u0131\u015ft\u0131r\u0131l\u0131r. \u00d6rnekler aras\u0131nda IBM SPSS ve Microsoft SQL Server yer al\u0131r.<\/p>\n<\/li>\n<li>\n<p><strong>Bulut Tabanl\u0131 Platformlar:<\/strong> Bu platformlar bulutta bar\u0131nd\u0131r\u0131l\u0131r ve internet \u00fczerinden eri\u015filir. \u00d6rnekler aras\u0131nda Google BigQuery ve Amazon Redshift yer al\u0131r.<\/p>\n<\/li>\n<\/ol>\n<p>Bu iki platform t\u00fcr\u00fc aras\u0131ndaki kar\u015f\u0131la\u015ft\u0131rma \u015fu \u015fekilde \u00f6zetlenebilir:<\/p>\n<table>\n<thead>\n<tr>\n<th>Fakt\u00f6r<\/th>\n<th>Geleneksel Platformlar<\/th>\n<th>Bulut Tabanl\u0131 Platformlar<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u00d6l\u00e7eklenebilirlik<\/td>\n<td>Sunucu kapasitesiyle s\u0131n\u0131rl\u0131d\u0131r<\/td>\n<td>Bulut kaynaklar\u0131na dayal\u0131 olarak neredeyse s\u0131n\u0131rs\u0131z<\/td>\n<\/tr>\n<tr>\n<td>Maliyet<\/td>\n<td>Y\u00fcksek \u00f6n maliyetler<\/td>\n<td>Kulland\u0131k\u00e7a \u00f6de fiyatland\u0131rma modeli<\/td>\n<\/tr>\n<tr>\n<td>Ula\u015f\u0131labilirlik<\/td>\n<td>\u015eirket i\u00e7i sistemlerle s\u0131n\u0131rl\u0131d\u0131r<\/td>\n<td>\u0130nternet eri\u015fimi olan her yerde<\/td>\n<\/tr>\n<tr>\n<td>Bak\u0131m<\/td>\n<td>\u00d6zel BT personeli gerektirir<\/td>\n<td>Bulut sa\u011flay\u0131c\u0131s\u0131 taraf\u0131ndan y\u00f6netilir<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Veri Analizi Platformlar\u0131n\u0131n Kullan\u0131m\u0131: Zorluklar ve \u00c7\u00f6z\u00fcmler<\/h2>\n<p>Veri analizi platformlar\u0131 muazzam faydalar sunarken ayn\u0131 zamanda zorluklar da sunuyor. Bunlar, veri gizlili\u011fi endi\u015felerinden b\u00fcy\u00fck veri hacimlerini i\u015flemenin karma\u015f\u0131kl\u0131\u011f\u0131na kadar de\u011fi\u015febilir.<\/p>\n<p>Yayg\u0131n sorunlardan biri, verilerin ayr\u0131 sistemlerde depoland\u0131\u011f\u0131 ve kapsaml\u0131 bir g\u00f6r\u00fcn\u00fcm elde etmeyi zorla\u015ft\u0131ran veri silolar\u0131d\u0131r. Analiz platformlar\u0131n\u0131n veri entegrasyonu \u00f6zellikleri, \u00e7e\u015fitli kaynaklardan verileri birle\u015ftirilmi\u015f bir g\u00f6r\u00fcn\u00fcme \u00e7ekerek bu sorunun \u00e7\u00f6z\u00fclmesine yard\u0131mc\u0131 olabilir.<\/p>\n<p>Bir di\u011fer yayg\u0131n sorun ise \u00f6zellikle hassas veriler i\u00e7in veri g\u00fcvenli\u011fi ve gizlili\u011fidir. Bu sorun, \u015fifreleme ve s\u0131k\u0131 eri\u015fim kontrolleri de dahil olmak \u00fczere sa\u011flam g\u00fcvenlik \u00f6nlemlerinin uygulanmas\u0131yla \u00e7\u00f6z\u00fclmektedir.<\/p>\n<p>Ayr\u0131ca, b\u00fcy\u00fck veri analizinin karma\u015f\u0131kl\u0131\u011f\u0131 bunalt\u0131c\u0131 olabilir. Ancak modern veri analizi platformlar\u0131, karma\u015f\u0131k analizlerin \u00fcstesinden gelmek i\u00e7in sezgisel aray\u00fczler, otomatikle\u015ftirilmi\u015f s\u00fcre\u00e7ler ve makine \u00f6\u011frenimi yetenekleri sa\u011flayarak bunu basitle\u015ftirir.<\/p>\n<h2>Benzer Terimlerle Kar\u015f\u0131la\u015ft\u0131rma<\/h2>\n<p>\u201cVeri analiz platformlar\u0131\u201d geni\u015f bir terim olmakla birlikte, veri analiti\u011fi alan\u0131nda da benzer terimler bulunmaktad\u0131r. \u0130\u015fte birka\u00e7\u0131n\u0131n kar\u015f\u0131la\u015ft\u0131rmas\u0131:<\/p>\n<ul>\n<li>\n<p><strong>Veri Analizi Ara\u00e7lar\u0131:<\/strong> Bunlar, verileri analiz etmek i\u00e7in kullan\u0131lan Excel veya R gibi \u00f6zel yaz\u0131l\u0131m veya uygulamalard\u0131r. Genellikle tam te\u015fekk\u00fcll\u00fc platformlara g\u00f6re daha az kapsaml\u0131d\u0131rlar.<\/p>\n<\/li>\n<li>\n<p><strong>Veri depolar\u0131:<\/strong> Bunlar, genellikle veri analiz platformlar\u0131yla birlikte kullan\u0131lan, yap\u0131land\u0131r\u0131lm\u0131\u015f verilere y\u00f6nelik b\u00fcy\u00fck depolama sistemleridir.<\/p>\n<\/li>\n<li>\n<p><strong>\u0130\u015f Zekas\u0131 (BI) Ara\u00e7lar\u0131:<\/strong> Bunlar i\u015fle ilgili veri analizi i\u00e7in \u00f6zel ara\u00e7lard\u0131r. Genellikle daha b\u00fcy\u00fck bir veri analizi platformunun par\u00e7as\u0131n\u0131 olu\u015ftururlar.<\/p>\n<\/li>\n<li>\n<p><strong>Veri Madencili\u011fi Ara\u00e7lar\u0131:<\/strong> Bunlar, veri analizi platformlar\u0131 taraf\u0131ndan sa\u011flanan i\u015flevlerin bir alt k\u00fcmesi olan b\u00fcy\u00fck veri k\u00fcmelerinden kal\u0131plar\u0131 ve i\u00e7g\u00f6r\u00fcleri \u00e7\u0131karmak i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f ara\u00e7lard\u0131r.<\/p>\n<\/li>\n<\/ul>\n<h2>Gelecek Perspektifleri ve Teknolojiler<\/h2>\n<p>\u0130leriye bakt\u0131\u011f\u0131m\u0131zda, veri analizi platformlar\u0131n\u0131n gelece\u011fini \u00e7e\u015fitli trendlerin \u015fekillendirmesi muhtemel.<\/p>\n<ol>\n<li>\n<p><strong>Yapay Zeka ve Makine \u00d6\u011frenimi:<\/strong> Yapay zeka ve makine \u00f6\u011frenimi h\u00e2lihaz\u0131rda pek \u00e7ok platforma entegre edilmi\u015f durumdad\u0131r ve \u00f6zellikle tahmine dayal\u0131 analizlerde giderek daha kritik bir rol oynayacakt\u0131r.<\/p>\n<\/li>\n<li>\n<p><strong>Art\u0131r\u0131lm\u0131\u015f Analitik:<\/strong> Bu, veri haz\u0131rlama ve analiz s\u00fcre\u00e7lerini otomatikle\u015ftirmek i\u00e7in AI ve ML&#039;nin kullan\u0131m\u0131n\u0131 i\u00e7erir ve analiti\u011fi teknik olmayan kullan\u0131c\u0131lar i\u00e7in daha eri\u015filebilir hale getirir.<\/p>\n<\/li>\n<li>\n<p><strong>Veri Dokusu:<\/strong> Bu, farkl\u0131 kaynaklardaki verilerin y\u00f6netimini, entegrasyonunu ve y\u00f6neti\u015fimini otomatikle\u015ftiren, daha verimli ve g\u00fcvenli veri analizi vaat eden, yeni ortaya \u00e7\u0131kan bir mimaridir.<\/p>\n<\/li>\n<\/ol>\n<h2>Proxy Sunucular\u0131 ve Veri Analiz Platformlar\u0131<\/h2>\n<p>Proxy sunucular, veri analiz platformlar\u0131nda \u00f6zellikle veri toplama ve g\u00fcvenlik a\u00e7\u0131s\u0131ndan \u00e7ok \u00f6nemli bir rol oynayabilir.<\/p>\n<p>Proxy sunucular\u0131, bir veri kayna\u011f\u0131 ile veri analiz platformu aras\u0131nda arac\u0131 g\u00f6revi g\u00f6r\u00fcr. Co\u011frafi konum k\u0131s\u0131tlamalar\u0131 nedeniyle normalde kullan\u0131lamayacak kaynaklardan gelen verilere eri\u015fmek i\u00e7in kullan\u0131labilirler. Bu daha kapsaml\u0131 bir veri analizine olanak sa\u011flar.<\/p>\n<p>G\u00fcvenlik a\u00e7\u0131s\u0131ndan, proxy sunucular ekstra bir koruma katman\u0131 ekler. Veri analizi platformunun kimli\u011fini maskeleyebilirler, bu da k\u00f6t\u00fc niyetli akt\u00f6rlerin platformu hedeflemesini zorla\u015ft\u0131r\u0131r. Ayr\u0131ca ek bir \u015fifreleme katman\u0131 sa\u011flayarak daha g\u00fcvenli veri aktar\u0131m\u0131na olanak tan\u0131rlar.<\/p>\n<h2>\u0130lgili Ba\u011flant\u0131lar<\/h2>\n<p>Veri Analiz Platformlar\u0131 hakk\u0131nda daha fazla bilgi edinmek i\u00e7in a\u015fa\u011f\u0131daki kaynaklara ba\u015fvurabilirsiniz:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/cloud\/learn\/data-platforms\" target=\"_new\" rel=\"noopener nofollow\">Veri Analizi Platformu Nedir?<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/understanding-data-analysis-platforms\" target=\"_new\" rel=\"noopener nofollow\">Veri Analizi Platformlar\u0131n\u0131 Anlamak<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/tr\/blog\/role-of-proxy-servers-in-data-analysis\/\" target=\"_new\" rel=\"noopener\">Veri Analizinde Proxy Sunucular\u0131n Rol\u00fc<\/a><\/li>\n<\/ul>","protected":false},"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476598","wiki","type-wiki","status-publish","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Analysis Platforms: A Comprehensive Examination<\/mark>","faq_items":[{"question":"What is a Data Analysis Platform?","answer":"<p>A data analysis platform is a sophisticated system designed to collect, process, and interpret large amounts of raw data. They provide invaluable tools for organizations across industries, enabling them to make informed decisions based on actionable insights derived from the data. These platforms encompass a range of functionalities, including data ingestion, storage, processing, analytics, and visualization.<\/p>"},{"question":"How have Data Analysis Platforms evolved over time?","answer":"<p>Data analysis platforms began their journey with simple spreadsheets and databases. The advent of business intelligence software in the late 1980s and early 1990s provided visualization capabilities and simplified reporting. As data volumes grew exponentially, the concept of \"big data\" led to the evolution of modern data analysis platforms capable of handling these complexities.<\/p>"},{"question":"What are the key features of Data Analysis Platforms?","answer":"<p>Key features of data analysis platforms include scalability to handle increasing volumes of data, real-time analysis capabilities, integration with various data sources and business systems, advanced analytics including predictive analytics and machine learning, data visualization tools such as dashboards and reporting functionalities, and robust data protection mechanisms.<\/p>"},{"question":"What are the main types of Data Analysis Platforms?","answer":"<p>The two primary types of data analysis platforms are traditional (on-premise) platforms and cloud-based platforms. Traditional platforms are installed and run on servers within an organization's physical location, while cloud-based platforms are hosted on the cloud and accessed via the internet.<\/p>"},{"question":"What are some challenges associated with Data Analysis Platforms and how can they be addressed?","answer":"<p>Challenges include dealing with data privacy concerns and the complexity of handling large data volumes. Data silos can be addressed through data integration features, data security and privacy can be handled through robust security measures, and the complexity of big data analysis can be simplified through intuitive interfaces, automated processes, and machine learning capabilities.<\/p>"},{"question":"How are Proxy Servers associated with Data Analysis Platforms?","answer":"<p>Proxy servers can play a crucial role in data analysis platforms in terms of data collection and security. They can access data from sources that might otherwise be unavailable due to geolocation restrictions and add an extra layer of protection, masking the identity of the data analysis platform and providing an additional encryption layer for safer data transmission.<\/p>"},{"question":"What future technologies are related to Data Analysis Platforms?","answer":"<p>Future technologies and trends related to data analysis platforms include artificial intelligence and machine learning, augmented analytics which automates data preparation and analysis processes, and data fabric, an emerging architecture that automates the management, integration, and governance of data across disparate sources.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/476598","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/wiki\/476598\/revisions"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/tr\/wp-json\/wp\/v2\/media?parent=476598"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}