{"id":45053,"date":"2026-10-05T21:05:40","date_gmt":"2026-10-05T18:05:40","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/"},"modified":"2026-10-05T21:06:16","modified_gmt":"2026-10-05T18:06:16","slug":"etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/","title":{"rendered":"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek"},"content":{"rendered":"<h2>Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek<\/h2>\n<p>Dijital \u00e7a\u011fda, e-ticaret platformlar\u0131 devasa bir \u00fcr\u00fcn ve fiyat veri havuzu sunar. Ancak bu bilgileri manuel olarak taramak, \u00f6zellikle belirli kriterlere uyan binlerce \u00fcr\u00fcn\u00fc kar\u015f\u0131la\u015ft\u0131rmak gerekti\u011finde, imkans\u0131za yak\u0131n bir g\u00f6rev haline gelebilir. Peki, Etsy gibi b\u00fcy\u00fck bir pazar yerinde, belirli bir fiyata sahip veya o fiyata \u00e7ok yak\u0131n, en ucuz 10 \u00fcr\u00fcn\u00fc h\u0131zl\u0131ca nas\u0131l bulabilirsiniz? Bu makale, web scraping (veri kaz\u0131ma) tekniklerini kullanarak Etsy arama sonu\u00e7lar\u0131n\u0131 fiyata g\u00f6re s\u0131ralay\u0131p, tam olarak 0.065 dolarl\u0131k veya bu fiyata yak\u0131n en d\u00fc\u015f\u00fck maliyetli \u00fcr\u00fcnleri programatik olarak nas\u0131l ke\u015ffedece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131kl\u0131yor.<\/p>\n<h2>Giri\u015f: Dijital Pazar Yerlerinde Gizli F\u0131rsatlar\u0131 Nas\u0131l Yakalar\u0131z?<\/h2>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn rekabet\u00e7i e-ticaret d\u00fcnyas\u0131nda, do\u011fru bilgiye h\u0131zl\u0131 eri\u015fim, i\u015fletmeler ve bireysel al\u0131c\u0131lar i\u00e7in hayati \u00f6nem ta\u015f\u0131maktad\u0131r. Etsy, el yap\u0131m\u0131 ve vintage \u00fcr\u00fcnlerin e\u015fsiz d\u00fcnyas\u0131n\u0131 bar\u0131nd\u0131ran, yarat\u0131c\u0131 ruhlar\u0131n bulu\u015fma noktas\u0131d\u0131r. Bu platformda, bazen inan\u0131lmaz derecede uygun fiyatl\u0131, benzersiz \u00fcr\u00fcnler bulmak m\u00fcmk\u00fcnd\u00fcr. Ancak, platformun milyonlarca \u00fcr\u00fcn\u00fc aras\u0131nda, \u00f6zellikle belirli bir fiyat noktas\u0131na odaklanarak, en cazip f\u0131rsatlar\u0131 manuel olarak tespit etmek, i\u011fneyle kuyu kazmaya benzer.<\/p>\n<p>\u00d6rne\u011fin, bir proje i\u00e7in \u00e7ok spesifik ve d\u00fc\u015f\u00fck maliyetli bir el yap\u0131m\u0131 bile\u015fene mi ihtiyac\u0131n\u0131z var? Ya da rakip analizi yaparken, rakiplerinizin en d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcn stratejilerini mi merak ediyorsunuz? \u0130\u015fte bu noktada web scraping devreye giriyor. Web scraping, internet sitelerinden otomatik olarak veri toplama i\u015flemidir. Bu sayede, Etsy gibi dinamik platformlardan \u00fcr\u00fcn adlar\u0131, fiyatlar, a\u00e7\u0131klamalar ve hatta g\u00f6rseller gibi yap\u0131land\u0131r\u0131lm\u0131\u015f verileri programatik olarak \u00e7ekebiliriz. Bu s\u00fcre\u00e7, sadece zaman tasarrufu sa\u011flamakla kalmaz, ayn\u0131 zamanda insan g\u00f6z\u00fcn\u00fcn ka\u00e7\u0131rabilece\u011fi desenleri ve f\u0131rsatlar\u0131 ortaya \u00e7\u0131kar\u0131r.<\/p>\n<p>Bu makalede, Python programlama dilini ve pop\u00fcler web scraping k\u00fct\u00fcphanelerini kullanarak, Etsy&#8217;nin arama sonu\u00e7lar\u0131n\u0131 nas\u0131l hedefleyece\u011fimizi, fiyata g\u00f6re nas\u0131l s\u0131ralayaca\u011f\u0131m\u0131z\u0131 ve \u00f6zellikle &#8220;0.065 dolar&#8221; gibi \u00e7ok spesifik bir d\u00fc\u015f\u00fck fiyat noktas\u0131ndaki ilk 10 \u00fcr\u00fcn\u00fc nas\u0131l \u00e7ekece\u011fimizi detayl\u0131 bir \u015fekilde inceleyece\u011fiz. S\u00fcre\u00e7 boyunca, temelden ba\u015flayarak, bu t\u00fcr platformlar\u0131n dinamik yap\u0131s\u0131yla ba\u015fa \u00e7\u0131kmak i\u00e7in ileri d\u00fczey tekniklere de de\u011finece\u011fiz. Amac\u0131m\u0131z, okuyucunun konuya s\u0131f\u0131rdan ba\u015flay\u0131p, kendi veri \u00e7ekme projelerini hayata ge\u00e7irebilecek bilgi birikimine ula\u015fmas\u0131n\u0131 sa\u011flamakt\u0131r. Bu yolculukta, yasal ve etik s\u0131n\u0131rlara dikkat etmenin \u00f6nemini de vurgulayaca\u011f\u0131z, \u00e7\u00fcnk\u00fc web scraping g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r ve sorumlu bir \u015fekilde kullan\u0131lmas\u0131 gerekir.<\/p>\n<h2>Web Scraping Nedir ve Etsy \u0130\u00e7in Neden \u00d6nemlidir?<\/h2>\n<p>Web scraping (veri kaz\u0131ma), bir web sitesindeki verileri otomatik olarak \u00e7ekme ve genellikle daha yap\u0131land\u0131r\u0131lm\u0131\u015f bir formatta (CSV, JSON, veritaban\u0131 gibi) kaydetme i\u015flemidir. Bu teknik, veri analizi, pazar ara\u015ft\u0131rmas\u0131, rekabet analizi, fiyat takibi ve i\u00e7erik toplama gibi bir\u00e7ok alanda kullan\u0131l\u0131r. Temel olarak, bir web taray\u0131c\u0131s\u0131n\u0131n yapt\u0131\u011f\u0131 i\u015fi programatik olarak taklit eder: bir URL&#8217;ye istek g\u00f6nderir, HTML i\u00e7eri\u011fini al\u0131r ve bu i\u00e7erik i\u00e7inden istenen bilgileri ay\u0131klayarak toplar.<\/p>\n<p>Etsy gibi b\u00fcy\u00fck bir e-ticaret platformu i\u00e7in web scraping&#8217;in \u00f6nemi birka\u00e7 ana ba\u015fl\u0131k alt\u0131nda toplanabilir:<\/p>\n<ul>\n<li><strong>Pazar Ara\u015ft\u0131rmas\u0131 ve Trend Analizi:<\/strong> Etsy&#8217;deki milyonlarca \u00fcr\u00fcn aras\u0131nda belirli kategorilerdeki pop\u00fcler \u00fcr\u00fcnleri, renkleri, materyalleri veya tasar\u0131mlar\u0131 belirlemek, yeni bir \u00fcr\u00fcn geli\u015ftirme veya pazarlama stratejisi olu\u015fturma konusunda de\u011ferli bilgiler sunar. Hangi \u00fcr\u00fcnlerin d\u00fc\u015f\u00fck fiyata sat\u0131ld\u0131\u011f\u0131n\u0131 g\u00f6zlemlemek, pazar\u0131n alt ucundaki dinamikleri anlaman\u0131za yard\u0131mc\u0131 olabilir.<\/li>\n<li><strong>Rekabet Analizi:<\/strong> Rakiplerinizin \u00fcr\u00fcnlerini, fiyatland\u0131rma stratejilerini, \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131n\u0131 ve m\u00fc\u015fteri yorumlar\u0131n\u0131 sistematik olarak izlemek, kendi i\u015f modelinizi optimize etmeniz i\u00e7in kritik veriler sa\u011flar. \u00d6zellikle d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcnlerdeki rekabeti anlamak, pazar giri\u015f stratejileri i\u00e7in \u00f6nemlidir.<\/li>\n<li><strong>Fiyat Takibi ve F\u0131rsat Ke\u015ffi:<\/strong> Belirli \u00fcr\u00fcnlerin fiyat de\u011fi\u015fimlerini izlemek veya belirli bir fiyat noktas\u0131n\u0131n alt\u0131ndaki \u00fcr\u00fcnleri s\u00fcrekli olarak aramak, al\u0131c\u0131lar i\u00e7in en iyi f\u0131rsatlar\u0131 yakalaman\u0131n veya sat\u0131c\u0131lar i\u00e7in rekabet\u00e7i fiyatland\u0131rma yapman\u0131n anahtar\u0131d\u0131r. 0.065 dolar gibi \u00e7ok d\u00fc\u015f\u00fck bir fiyat noktas\u0131, genellikle indirimli veya \u00f6zel promosyon \u00fcr\u00fcnlerini i\u015faret edebilir.<\/li>\n<li><strong>Envanter Y\u00f6netimi ve \u00dcr\u00fcn \u00c7e\u015fitlili\u011fi:<\/strong> Bir sat\u0131c\u0131ysan\u0131z, benzer \u00fcr\u00fcnlerin stok durumunu ve \u00e7e\u015fitlili\u011fini takip ederek kendi envanterinizi daha etkin y\u00f6netebilir, eksik g\u00f6rd\u00fc\u011f\u00fcn\u00fcz alanlarda yeni \u00fcr\u00fcnler sunabilirsiniz.<\/li>\n<\/ul>\n<h3>Yasal ve Etik S\u0131n\u0131rlar: Web Scraping Yaparken Nelere Dikkat Etmeli?<\/h3>\n<p>Web scraping g\u00fc\u00e7l\u00fc bir ara\u00e7 olsa da, yasal ve etik sorumluluklar\u0131 beraberinde getirir. Bu konuda dikkat edilmesi gereken baz\u0131 temel noktalar \u015funlard\u0131r:<\/p>\n<ul>\n<li><strong>robots.txt Dosyas\u0131:<\/strong> \u00c7o\u011fu web sitesi, <a href=\"https:\/\/example.com\/robots.txt\" target=\"_blank\"><code>robots.txt<\/code><\/a> ad\u0131nda bir dosya bar\u0131nd\u0131r\u0131r. Bu dosya, web taray\u0131c\u0131lar\u0131na ve botlara sitenin hangi b\u00f6l\u00fcmlerinin taranabilece\u011fini veya taranmamas\u0131 gerekti\u011fini belirtir. Bu kurallara uymak, etik bir yakla\u015f\u0131md\u0131r.<\/li>\n<li><strong>Kullan\u0131m Ko\u015fullar\u0131 (Terms of Service):<\/strong> Bir\u00e7ok web sitesinin kullan\u0131m ko\u015fullar\u0131nda, otomatik veri toplama veya scraping a\u00e7\u0131k\u00e7a yasaklanm\u0131\u015ft\u0131r. Bu ko\u015fullar\u0131 ihlal etmek yasal sonu\u00e7lar do\u011furabilir. Etsy&#8217;nin kullan\u0131m ko\u015fullar\u0131n\u0131 incelemek \u00f6nemlidir.<\/li>\n<li><strong>Siteye A\u015f\u0131r\u0131 Y\u00fcklenmeme:<\/strong> Web sitesine \u00e7ok s\u0131k veya \u00e7ok h\u0131zl\u0131 istek g\u00f6ndermek, sitenin sunucular\u0131na a\u015f\u0131r\u0131 y\u00fck bindirebilir ve hizmetin aksamas\u0131na neden olabilir. Bu, hem etik d\u0131\u015f\u0131d\u0131r hem de IP adresinizin engellenmesine yol a\u00e7abilir. \u0130stekler aras\u0131na gecikmeler eklemek (<code>time.sleep()<\/code>) \u00f6nemlidir.<\/li>\n<li><strong>Ki\u015fisel Verilerin Korunmas\u0131:<\/strong> Ki\u015fisel olarak tan\u0131mlanabilir bilgileri (PII) toplamak ve kullanmak, GDPR (Genel Veri Koruma T\u00fcz\u00fc\u011f\u00fc) ve KVKK (Ki\u015fisel Verilerin Korunmas\u0131 Kanunu) gibi yasalara tabidir. Bu t\u00fcr verileri toplarken ve i\u015flerken \u00e7ok dikkatli olunmal\u0131d\u0131r.<\/li>\n<\/ul>\n<p>Bu makaledeki \u00f6rnekler e\u011fitim ama\u00e7l\u0131d\u0131r ve sorumlu bir \u015fekilde kullan\u0131lmal\u0131d\u0131r. Etsy&#8217;nin kullan\u0131m ko\u015fullar\u0131n\u0131 ve robots.txt dosyas\u0131n\u0131 kontrol etmeden ger\u00e7ek bir scraping projesi ba\u015flatmaman\u0131z tavsiye edilir.<\/p>\n<h2>Etsy Arama URL Yap\u0131s\u0131n\u0131 Anlamak: Fiyata G\u00f6re S\u0131ralama Nas\u0131l Yap\u0131l\u0131r?<\/h2>\n<p>Etsy&#8217;den veri \u00e7ekmeye ba\u015flamadan \u00f6nce, platformun arama URL&#8217;lerinin nas\u0131l yap\u0131land\u0131r\u0131ld\u0131\u011f\u0131n\u0131 anlamak kritik \u00f6neme sahiptir. \u00c7o\u011fu web sitesinde oldu\u011fu gibi, Etsy de arama sorgular\u0131n\u0131, filtreleri ve s\u0131ralama se\u00e7eneklerini URL parametreleri arac\u0131l\u0131\u011f\u0131yla y\u00f6netir. Bu parametreleri do\u011fru bir \u015fekilde manip\u00fcle ederek, istedi\u011fimiz arama sonu\u00e7lar\u0131na do\u011frudan ula\u015fabiliriz.<\/p>\n<p>\u015eimdi bir \u00f6rnekle Etsy&#8217;de fiyata g\u00f6re s\u0131ralaman\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 inceleyelim. Diyelim ki &#8220;handmade necklace&#8221; (el yap\u0131m\u0131 kolye) ar\u0131yoruz ve sonu\u00e7lar\u0131 fiyata g\u00f6re en d\u00fc\u015f\u00fckten en y\u00fckse\u011fe s\u0131ralamak istiyoruz. Normalde Etsy ana sayfas\u0131ndan bu aramay\u0131 yap\u0131p, sonu\u00e7 sayfas\u0131nda &#8220;S\u0131rala&#8221; se\u00e7ene\u011finden &#8220;En D\u00fc\u015f\u00fck Fiyat&#8221;\u0131 se\u00e7erdik. Bu i\u015flemi yapt\u0131\u011f\u0131n\u0131zda, taray\u0131c\u0131n\u0131z\u0131n adres \u00e7ubu\u011fundaki URL&#8217;nin de\u011fi\u015fti\u011fini fark edeceksiniz.<\/p>\n<p>Genel bir Etsy arama URL&#8217;si \u015fu \u015fekilde g\u00f6r\u00fcnebilir:<\/p>\n<div class=\"code-container\">\n<pre><code>https:\/\/www.etsy.com\/search?q=handmade+necklace<\/code><\/pre>\n<\/p><\/div>\n<p>Bu URL&#8217;ye, fiyata g\u00f6re s\u0131ralama parametresini ekledi\u011fimizde, genellikle \u015f\u00f6yle bir yap\u0131ya d\u00f6n\u00fc\u015f\u00fcr:<\/p>\n<div class=\"code-container\">\n<pre><code>https:\/\/www.etsy.com\/search?q=handmade+necklace&amp;sort_by=price_asc<\/code><\/pre>\n<\/p><\/div>\n<p>Burada:<\/p>\n<ul>\n<li><code>q=handmade+necklace<\/code>: Arama sorgumuzu (query) belirtir. Bo\u015fluklar <code>+<\/code> i\u015fareti ile temsil edilir.<\/li>\n<li><code>sort_by=price_asc<\/code>: Sonu\u00e7lar\u0131 fiyata g\u00f6re artan (ascending) s\u0131rada s\u0131ralamam\u0131z\u0131 sa\u011flar. E\u011fer en y\u00fcksek fiyata g\u00f6re s\u0131ralamak isteseydik, bu parametre <code>price_desc<\/code> olabilirdi.<\/li>\n<\/ul>\n<p>Baz\u0131 durumlarda, Etsy gibi siteler daha karma\u015f\u0131k filtreleme se\u00e7enekleri sunabilir. \u00d6rne\u011fin, belirli bir fiyat aral\u0131\u011f\u0131 belirlemek i\u00e7in <code>min_price<\/code> ve <code>max_price<\/code> gibi parametreler olabilir. Ancak, 0.065 dolar gibi \u00e7ok d\u00fc\u015f\u00fck bir fiyat i\u00e7in genellikle en d\u00fc\u015f\u00fck fiyata g\u00f6re s\u0131ralama yapmak ve ard\u0131ndan \u00e7ekilen veriyi filtrelemek daha pratik bir yakla\u015f\u0131md\u0131r. Etsy&#8217;nin kendi aray\u00fcz\u00fcnde bu kadar hassas bir fiyat aral\u0131\u011f\u0131 filtresi bulunmayabilir.<\/p>\n<h3>Hedef Fiyat Aral\u0131\u011f\u0131 ve En D\u00fc\u015f\u00fck Fiyatl\u0131 \u00dcr\u00fcnleri Hedefleme Stratejisi<\/h3>\n<p>0.065 dolarl\u0131k bir \u00fcr\u00fcn bulmak i\u00e7in en etkili strateji, \u00f6nce m\u00fcmk\u00fcn olan en d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcnleri listeleyen bir arama yapmak ve ard\u0131ndan \u00e7ekilen veriler i\u00e7inde bu spesifik fiyat\u0131 veya ona en yak\u0131n olanlar\u0131 bulmakt\u0131r. \u00c7\u00fcnk\u00fc Etsy&#8217;nin do\u011frudan 0.065 dolarl\u0131k bir filtre sunmas\u0131 beklenemez. Bu nedenle, ilk ad\u0131m\u0131m\u0131z, <code>sort_by=price_asc<\/code> parametresini kullanarak en ucuz \u00fcr\u00fcnleri hedeflemek olacakt\u0131r. Daha sonra, elde etti\u011fimiz \u00fcr\u00fcn listesinden fiyatlar\u0131 kontrol edip, 0.065 dolara e\u015fit veya \u00e7ok yak\u0131n olan ilk 10 \u00fcr\u00fcn\u00fc se\u00e7ece\u011fiz.<\/p>\n<p>Bu yakla\u015f\u0131m, \u00f6zellikle Etsy gibi platformlarda, \u00fcr\u00fcn fiyatlar\u0131n\u0131n genellikle tam say\u0131lar veya belirli k\u00fcsuratlarla (\u00f6rne\u011fin 0.50, 0.99) listelendi\u011fi, ancak 0.065 gibi \u00e7ok spesifik ve ondal\u0131kl\u0131 bir de\u011ferin nadir oldu\u011fu durumlarda \u00f6nemlidir. E\u011fer hi\u00e7bir \u00fcr\u00fcn tam olarak 0.065 dolar de\u011filse, stratejimiz en d\u00fc\u015f\u00fck fiyatl\u0131 10 \u00fcr\u00fcn\u00fc \u00e7ekmek ve bunlar\u0131 0.065 dolar hedefimizle kar\u015f\u0131la\u015ft\u0131rmak olacakt\u0131r. B\u00f6ylece, hedefimize en yak\u0131n veya genel olarak en ucuz \u00fcr\u00fcnleri elde etmi\u015f oluruz.<\/p>\n<p>Bu URL yap\u0131s\u0131n\u0131 anlad\u0131ktan sonra, Python ile HTTP istekleri g\u00f6ndererek bu sayfalar\u0131n HTML i\u00e7eri\u011fini alabilir ve istedi\u011fimiz verileri ay\u0131klamaya ba\u015flayabiliriz.<\/p>\n<h2>Temel Web Scraping Ad\u0131mlar\u0131: Python ile Etsy Verilerini \u00c7ekme<\/h2>\n<p>\u015eimdi, Python kullanarak Etsy&#8217;den veri \u00e7ekme s\u00fcrecini ad\u0131m ad\u0131m uygulayal\u0131m. Bu b\u00f6l\u00fcmde, HTTP iste\u011fi g\u00f6ndermek, HTML i\u00e7eri\u011fini ayr\u0131\u015ft\u0131rmak ve \u00fcr\u00fcn bilgilerini (isim, fiyat, link, g\u00f6rsel URL) \u00e7\u0131karmak i\u00e7in gerekli temel ad\u0131mlar\u0131 ve kod \u00f6rneklerini ele alaca\u011f\u0131z.<\/p>\n<h3>Gerekli K\u00fct\u00fcphanelerin Kurulumu<\/h3>\n<p>\u0130lk olarak, Python projemiz i\u00e7in gerekli k\u00fct\u00fcphaneleri y\u00fcklememiz gerekiyor. Bu proje i\u00e7in <code>requests<\/code> (HTTP istekleri i\u00e7in) ve <code>BeautifulSoup4<\/code> (HTML ayr\u0131\u015ft\u0131rma i\u00e7in) k\u00fct\u00fcphanelerini kullanaca\u011f\u0131z.<\/p>\n<div class=\"code-container\">\n<pre><code>pip install requests beautifulsoup4<\/code><\/pre>\n<\/p><\/div>\n<h3>HTTP \u0130ste\u011fi G\u00f6nderme ve HTML \u0130\u00e7eri\u011fini Alma<\/h3>\n<p>K\u00fct\u00fcphaneler y\u00fcklendikten sonra, Etsy&#8217;nin arama sayfas\u0131na bir HTTP GET iste\u011fi g\u00f6nderebiliriz. \u0130stek g\u00f6nderirken, web sitesinin bot oldu\u011fumuzu anlamas\u0131n\u0131 zorla\u015ft\u0131rmak i\u00e7in bir <code>User-Agent<\/code> ba\u015fl\u0131\u011f\u0131 eklemek iyi bir uygulamad\u0131r. Bu ba\u015fl\u0131k, iste\u011fin bir web taray\u0131c\u0131s\u0131ndan geldi\u011fini sim\u00fcle eder.<\/p>\n<p>Arama URL&#8217;miz olarak &#8220;handmade&#8221; kelimesini arayaca\u011f\u0131z ve sonu\u00e7lar\u0131 fiyata g\u00f6re en d\u00fc\u015f\u00fckten en y\u00fckse\u011fe s\u0131ralayaca\u011f\u0131z. Bu, 0.065 dolarl\u0131k \u00fcr\u00fcnleri bulma hedefimiz i\u00e7in en uygun ba\u015flang\u0131\u00e7 noktas\u0131d\u0131r.<\/p>\n<div class=\"code-container\">\n<pre><code>import requests\nfrom bs4 import BeautifulSoup\nimport time # \u0130stekler aras\u0131na gecikme eklemek i\u00e7in\n\n# Etsy arama URL'si: \"handmade\" kelimesini ara ve fiyata g\u00f6re en d\u00fc\u015f\u00fckten en y\u00fckse\u011fe s\u0131rala\nsearch_query = \"handmade\"\netsy_url = f\"https:\/\/www.etsy.com\/search?q={search_query}&sort_by=price_asc\"\n\n# Taray\u0131c\u0131y\u0131 taklit etmek i\u00e7in User-Agent ba\u015fl\u0131\u011f\u0131\nheaders = {\n    \"User-Agent\": \"Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/91.0.4472.124 Safari\/537.36\"\n}\n\n# HTTP GET iste\u011fi g\u00f6nderme\ntry:\n    response = requests.get(etsy_url, headers=headers)\n    response.raise_for_status() # HTTP hata kodlar\u0131 i\u00e7in istisna f\u0131rlat\u0131r (4xx veya 5xx)\n    html_content = response.text\n    print(\"Sayfa ba\u015far\u0131yla \u00e7ekildi.\")\nexcept requests.exceptions.RequestException as e:\n    print(f\"Hata olu\u015ftu: {e}\")\n    html_content = None\n\n# Etik kullan\u0131m i\u00e7in istekler aras\u0131na k\u0131sa bir gecikme ekleyelim\ntime.sleep(2) # 2 saniye bekle<\/code><\/pre>\n<\/p><\/div>\n<h3>HTML \u0130\u00e7eri\u011fini Ayr\u0131\u015ft\u0131rma ve \u00dcr\u00fcn Bilgilerini Bulma<\/h3>\n<p>HTML i\u00e7eri\u011fini ba\u015far\u0131yla \u00e7ektikten sonra, <code>BeautifulSoup<\/code> kullanarak bu i\u00e7eri\u011fi ayr\u0131\u015ft\u0131rmam\u0131z ve istedi\u011fimiz \u00fcr\u00fcn bilgilerini (isim, fiyat, link, g\u00f6rsel URL) bulmam\u0131z gerekiyor. Bu ad\u0131m, web sitesinin HTML yap\u0131s\u0131n\u0131 anlamay\u0131 gerektirir. Taray\u0131c\u0131n\u0131z\u0131n geli\u015ftirici ara\u00e7lar\u0131n\u0131 (F12) kullanarak \u00fcr\u00fcn kartlar\u0131n\u0131n, ba\u015fl\u0131klar\u0131n, fiyatlar\u0131n ve di\u011fer elemanlar\u0131n hangi HTML etiketleri ve CSS s\u0131n\u0131flar\u0131 i\u00e7inde yer ald\u0131\u011f\u0131n\u0131 incelemeniz gerekecektir.<\/p>\n<p>Etsy&#8217;nin dinamik bir yap\u0131ya sahip olmas\u0131 nedeniyle, bu se\u00e7iciler zaman zaman de\u011fi\u015febilir. Ancak genel olarak, \u00fcr\u00fcn kartlar\u0131 belirli bir <code>div<\/code> veya <code>li<\/code> etiketi i\u00e7inde yer al\u0131r ve her bir \u00fcr\u00fcn\u00fcn ad\u0131, fiyat\u0131, linki ve g\u00f6rseli bu kart\u0131n i\u00e7indeki alt etiketlerde bulunur. A\u015fa\u011f\u0131daki \u00f6rnek, tipik bir Etsy \u00fcr\u00fcn listeleme yap\u0131s\u0131na dayanmaktad\u0131r. Kendi denemelerinizde, g\u00fcncel Etsy yap\u0131s\u0131na g\u00f6re se\u00e7icileri ayarlaman\u0131z gerekebilir.<\/p>\n<div class=\"code-container\">\n<pre><code>if html_content:\n    soup = BeautifulSoup(html_content, \"html.parser\")\n\n    # \u00dcr\u00fcn listeleme kartlar\u0131n\u0131 bulmak i\u00e7in CSS se\u00e7ici\n    # Bu se\u00e7ici Etsy'nin mevcut HTML yap\u0131s\u0131na g\u00f6re ayarlanmal\u0131d\u0131r.\n    # Genellikle \"ul\" etiketi alt\u0131nda \"li\" veya \"div\" etiketleri \u00fcr\u00fcn kartlar\u0131n\u0131 temsil eder.\n    # \u00d6rnek: products = soup.find_all(\"div\", class_=\"v2-listing-card__info\") veya\n    # products = soup.select(\"li.wt-list-unstyled > div.wt-grid__item-xs-6\") gibi\n    # En iyi sonucu almak i\u00e7in taray\u0131c\u0131n\u0131z\u0131n geli\u015ftirici ara\u00e7lar\u0131n\u0131 kullan\u0131n.\n\n    # Bu \u00f6rnekte genel bir yakla\u015f\u0131mla, \u00fcr\u00fcn listeleme \u00f6\u011felerini bulmaya \u00e7al\u0131\u015f\u0131yoruz.\n    # Ger\u00e7ek Etsy yap\u0131s\u0131 i\u00e7in bu se\u00e7iciyi F12 ile kontrol etmelisiniz.\n    # Genellikle bir \"div\" veya \"li\" etiketinin belirli bir s\u0131n\u0131f\u0131 olur.\n    # \u00d6rne\u011fin, listeleme kartlar\u0131n\u0131 i\u00e7eren bir \"div\" ve i\u00e7indeki ba\u015fl\u0131k ve fiyat elementleri.\n    # A\u015fa\u011f\u0131daki se\u00e7ici sadece bir tahminidir ve g\u00fcncel Etsy yap\u0131s\u0131na g\u00f6re de\u011fi\u015febilir.\n    product_listings = soup.select(\"div[data-listing-id]\") # data-listing-id olan divleri dene\n    if not product_listings:\n        # Alternatif bir se\u00e7ici deneyelim, bu k\u0131s\u0131m \u00e7ok de\u011fi\u015fkenlik g\u00f6sterebilir.\n        # Genellikle \u00fcr\u00fcn kartlar\u0131 i\u00e7in kullan\u0131lan yayg\u0131n bir yap\u0131:\n        product_listings = soup.select(\"li.wt-grid__item-xs-6\") # Genellikle listeleme \u00f6\u011feleri bu \u015fekilde olur\n        if not product_listings:\n            product_listings = soup.select(\"div.listing-card\") # Eski veya farkl\u0131 bir yap\u0131\n    \n    products_data = []\n    for product in product_listings[:20]: # \u0130lk 20 \u00fcr\u00fcn\u00fc inceleyelim, daha sonra 10'a filtreleriz\n        title_element = product.select_one(\"h3.wt-text-caption\")\n        price_element = product.select_one(\"span.currency-value\") # Fiyat de\u011feri\n        link_element = product.select_one(\"a.listing-link\")\n        image_element = product.select_one(\"img.wt-max-width-full\")\n\n        title = title_element.text.strip() if title_element else \"Ba\u015fl\u0131k Bulunamad\u0131\"\n        price_str = price_element.text.strip() if price_element else \"Fiyat Bulunamad\u0131\"\n        product_link = link_element[\"href\"] if link_element and \"href\" in link_element.attrs else \"Link Bulunamad\u0131\"\n        image_url = image_element[\"src\"] if image_element and \"src\" in image_element.attrs else \"G\u00f6rsel Bulunamad\u0131\"\n\n        # Fiyat\u0131 say\u0131sal de\u011fere d\u00f6n\u00fc\u015ft\u00fcrme ve temizleme\n        try:\n            # Fiyat stringini temizle: Para birimi sembollerini ve virg\u00fclleri kald\u0131r\n            cleaned_price_str = price_str.replace(\"$\", \"\").replace(\",\", \"\").strip()\n            price = float(cleaned_price_str)\n        except ValueError:\n            price = None # D\u00f6n\u00fc\u015ft\u00fcr\u00fclemezse None olarak i\u015faretle\n\n        products_data.append({\n            \"title\": title,\n            \"price\": price,\n            \"link\": product_link,\n            \"image_url\": image_url\n        })\n\n    print(f\"Toplam {len(products_data)} \u00fcr\u00fcn \u00e7ekildi.\")\n    # print(products_data) # \u00c7ekilen verileri g\u00f6rmek i\u00e7in yorum sat\u0131r\u0131n\u0131 kald\u0131rabilirsiniz.<\/code><\/pre>\n<\/p><\/div>\n<p>Yukar\u0131daki kod blo\u011fu, Etsy&#8217;nin HTML yap\u0131s\u0131ndaki olas\u0131 de\u011fi\u015fikliklere kar\u015f\u0131 birka\u00e7 farkl\u0131 CSS se\u00e7ici denemesi i\u00e7ermektedir. En do\u011fru se\u00e7iciyi bulmak i\u00e7in her zaman g\u00fcncel bir taray\u0131c\u0131 geli\u015ftirici arac\u0131 kullanman\u0131z ve sayfan\u0131n HTML yap\u0131s\u0131n\u0131 incelemeniz \u00f6nerilir. <code>.select_one()<\/code> metodu, belirtilen se\u00e7iciye uyan ilk \u00f6\u011feyi bulurken, <code>.select()<\/code> ise t\u00fcm e\u015fle\u015fen \u00f6\u011feleri bir liste olarak d\u00f6nd\u00fcr\u00fcr.<\/p>\n<h2>Verileri Filtreleme ve \u0130\u015fleme: 0.065 Dolar Hedefine Ula\u015fmak<\/h2>\n<p>Etsy&#8217;den \u00e7ekti\u011fimiz \u00fcr\u00fcn verileri ham halde gelir ve genellikle para birimi sembolleri, virg\u00fcller veya di\u011fer gereksiz karakterler i\u00e7erir. 0.065 dolar gibi spesifik bir fiyat hedefimiz oldu\u011fu i\u00e7in, bu fiyat stringlerini say\u0131sal de\u011ferlere d\u00f6n\u00fc\u015ft\u00fcrmek ve ard\u0131ndan filtreleme yapmak zorunday\u0131z. Bu b\u00f6l\u00fcmde, \u00e7ekilen verileri nas\u0131l temizleyece\u011fimizi, say\u0131sal de\u011ferlere d\u00f6n\u00fc\u015ft\u00fcrece\u011fimizi ve hedef fiyat\u0131m\u0131za en yak\u0131n ilk 10 \u00fcr\u00fcn\u00fc nas\u0131l se\u00e7ece\u011fimizi ad\u0131m ad\u0131m ele alaca\u011f\u0131z.<\/p>\n<h3>\u00c7ekilen Fiyat Verilerini Temizleme ve Say\u0131sal De\u011fere D\u00f6n\u00fc\u015ft\u00fcrme<\/h3>\n<p>\u00d6nceki ad\u0131mda <code>price_str<\/code> de\u011fi\u015fkeni ile \u00e7ekti\u011fimiz fiyat bilgisi genellikle &#8220;$0.065&#8221; veya &#8220;\u00a31,20&#8221; gibi bir string format\u0131nda olacakt\u0131r. Python&#8217;da bu de\u011feri matematiksel i\u015flemler i\u00e7in kullanabilmek ad\u0131na, para birimi sembollerini, binlik ay\u0131r\u0131c\u0131lar\u0131 (virg\u00fcl) kald\u0131rmam\u0131z ve string&#8217;i bir float (ondal\u0131kl\u0131 say\u0131) de\u011fere d\u00f6n\u00fc\u015ft\u00fcrmemiz gerekir.<\/p>\n<p>\u00d6rnek olarak, &#8220;$0.065&#8221; string&#8217;ini <code>0.065<\/code> float de\u011ferine d\u00f6n\u00fc\u015ft\u00fcrelim. Bu i\u015flem, her bir \u00fcr\u00fcn\u00fcn fiyat\u0131 i\u00e7in yap\u0131lmal\u0131d\u0131r.<\/p>\n<div class=\"code-container\">\n<pre><code># products_data listesindeki her \u00fcr\u00fcn i\u00e7in fiyat\u0131 temizleyip say\u0131sal de\u011fere d\u00f6n\u00fc\u015ft\u00fcrme\ncleaned_products = []\nfor product in products_data:\n    if product[\"price\"] is not None: # Fiyat ba\u015far\u0131yla d\u00f6n\u00fc\u015ft\u00fcr\u00fcld\u00fcyse devam et\n        cleaned_products.append(product)\n\n# Fiyat\u0131 olmayan veya d\u00f6n\u00fc\u015ft\u00fcr\u00fclemeyen \u00fcr\u00fcnleri filtreledik\n# \u015eimdi fiyatlar\u0131na g\u00f6re s\u0131ralayal\u0131m (zaten fiyata g\u00f6re artan s\u0131rada \u00e7ekmi\u015ftik ama emin olal\u0131m)\ncleaned_products.sort(key=lambda x: x[\"price\"])\n\nprint(f\"Temizlenmi\u015f ve s\u0131ralanm\u0131\u015f {len(cleaned_products)} \u00fcr\u00fcn.\")<\/code><\/pre>\n<\/p><\/div>\n<h3>Hedef Fiyat\u0131 Filtreleme ve \u0130lk 10 \u00dcr\u00fcn\u00fc Se\u00e7me<\/h3>\n<p>\u015eimdi elimizde fiyatlar\u0131 say\u0131sal olarak ifade edilmi\u015f ve en d\u00fc\u015f\u00fckten en y\u00fckse\u011fe s\u0131ralanm\u0131\u015f bir \u00fcr\u00fcn listesi var. Hedefimiz 0.065 dolarl\u0131k veya bu fiyata en yak\u0131n ilk 10 \u00fcr\u00fcn\u00fc bulmak. Etsy&#8217;de tam olarak 0.065 dolarl\u0131k \u00fcr\u00fcn bulmak zor olabilir. Bu nedenle, iki strateji izleyebiliriz:<\/p>\n<ol>\n<li><strong>Tam E\u015fle\u015fme Aray\u0131\u015f\u0131:<\/strong> E\u011fer tam olarak 0.065 dolarl\u0131k \u00fcr\u00fcnler varsa, bunlar\u0131 se\u00e7mek.<\/li>\n<li><strong>En Yak\u0131n De\u011ferler:<\/strong> E\u011fer tam e\u015fle\u015fme yoksa, 0.065 dolara en yak\u0131n fiyatl\u0131 \u00fcr\u00fcnleri veya genel olarak en d\u00fc\u015f\u00fck fiyatl\u0131 ilk 10 \u00fcr\u00fcn\u00fc se\u00e7mek.<\/li>\n<\/ol>\n<p>A\u015fa\u011f\u0131daki kod blo\u011fu, bu iki stratejiyi birle\u015ftirerek hedefimize ula\u015fmam\u0131z\u0131 sa\u011flar:<\/p>\n<div class=\"code-container\">\n<pre><code>target_price = 0.065\ntolerance = 0.001 # Hedef fiyata yak\u0131nl\u0131k i\u00e7in bir tolerans de\u011feri belirleyelim (\u00f6rn: 0.064 - 0.066 aras\u0131)\n\n# Hedef fiyata tam veya \u00e7ok yak\u0131n olan \u00fcr\u00fcnleri bulal\u0131m\nfiltered_products = []\nfor product in cleaned_products:\n    if product[\"price\"] is not None and abs(product[\"price\"] - target_price) <= tolerance:\n        filtered_products.append(product)\n\n# E\u011fer hedef fiyata yak\u0131n 10 veya daha fazla \u00fcr\u00fcn bulduysak, ilk 10'unu alal\u0131m\nif len(filtered_products) >= 10:\n    final_products = filtered_products[:10]\n    print(f\"Hedef fiyat olan {target_price}$'a yak\u0131n {len(final_products)} \u00fcr\u00fcn bulundu.\")\nelse:\n    # E\u011fer yeterli say\u0131da \u00fcr\u00fcn bulunamad\u0131ysa, genel olarak en d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcnlerden tamamlayal\u0131m\n    # Veya sadece bulunanlar\u0131 g\u00f6sterelim. Bu durumda, en d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcnler listemizden\n    # kalanlar\u0131 alabiliriz.\n    print(f\"Hedef fiyata yak\u0131n yeterli \u00fcr\u00fcn bulunamad\u0131 ({len(filtered_products)} adet).\")\n    print(\"Genel olarak en d\u00fc\u015f\u00fck fiyatl\u0131 ilk 10 \u00fcr\u00fcn\u00fc g\u00f6steriyoruz.\")\n    final_products = cleaned_products[:10] # En d\u00fc\u015f\u00fck fiyatl\u0131 ilk 10 \u00fcr\u00fcn\n\nprint(\"\\n--- \u00c7ekilen ve Filtrelenen \u00dcr\u00fcnler (\u0130lk 10) ---\")\nfor i, product in enumerate(final_products):\n    print(f\"{i+1}. Ba\u015fl\u0131k: {product['title']}\")\n    print(f\"   Fiyat: ${product['price']:.3f}\") # Fiyat\u0131 3 ondal\u0131k basamakla g\u00f6ster\n    print(f\"   Link: {product['link']}\")\n    print(f\"   G\u00f6rsel: {product['image_url']}\")\n    print(\"-\" * 30)<\/code><\/pre>\n<\/p><\/div>\n<p>Bu kod blo\u011fu, \u00f6ncelikle <code>target_price<\/code> (0.065 dolar) ve <code>tolerance<\/code> (0.001 dolar) kullanarak hedef fiyata \u00e7ok yak\u0131n \u00fcr\u00fcnleri filtreler. E\u011fer bu filtreleme sonucunda 10 veya daha fazla \u00fcr\u00fcn bulunursa, bu \u00fcr\u00fcnlerin ilk 10&#8217;unu al\u0131r\u0131z. E\u011fer yeterli say\u0131da \u00fcr\u00fcn bulunamazsa, <code>cleaned_products<\/code> listesinden (yani en d\u00fc\u015f\u00fck fiyata g\u00f6re s\u0131ralanm\u0131\u015f t\u00fcm \u00fcr\u00fcnlerden) ilk 10&#8217;unu alarak, en ucuz 10 \u00fcr\u00fcn\u00fc garanti etmi\u015f oluruz. Bu esneklik, tam olarak 0.065 dolarl\u0131k \u00fcr\u00fcnlerin az bulunma ihtimaline kar\u015f\u0131 bir \u00f6nlem niteli\u011findedir.<\/p>\n<p>Sonu\u00e7 olarak, bu ad\u0131mlarla Etsy&#8217;den \u00e7ekilen ham veriyi anlaml\u0131 ve kullan\u0131labilir bir formata d\u00f6n\u00fc\u015ft\u00fcrd\u00fck ve belirli bir fiyat hedefine g\u00f6re filtreleme yaparak istedi\u011fimiz ilk 10 \u00fcr\u00fcne ula\u015ft\u0131k. Bu veriler art\u0131k bir CSV dosyas\u0131na kaydedilebilir, bir veritaban\u0131na aktar\u0131labilir veya daha ileri analizler i\u00e7in kullan\u0131labilir.<\/p>\n<h2>\u0130leri Seviye Teknikler ve Zorluklar: Etsy&#8217;nin Kalkan\u0131n\u0131 A\u015fmak<\/h2>\n<p>Yukar\u0131daki temel scraping teknikleri, basit statik sayfalar i\u00e7in yeterli olabilir. Ancak Etsy gibi b\u00fcy\u00fck ve dinamik e-ticaret platformlar\u0131, web scraping&#8217;i zorla\u015ft\u0131ran \u00e7e\u015fitli mekanizmalar kullan\u0131r. Bu b\u00f6l\u00fcmde, bu zorluklar\u0131n \u00fcstesinden gelmek i\u00e7in kullanabilece\u011fimiz ileri seviye teknikleri ve stratejileri ele alaca\u011f\u0131z.<\/p>\n<h3>Dinamik \u0130\u00e7erik ve JavaScript: Selenium&#8217;un Devreye Girmesi<\/h3>\n<p>Etsy gibi modern web siteleri, sayfa i\u00e7eri\u011finin b\u00fcy\u00fck bir k\u0131sm\u0131n\u0131 JavaScript kullanarak dinamik olarak y\u00fckler. Bu, sayfa ilk y\u00fcklendi\u011finde HTML i\u00e7eri\u011finde t\u00fcm verilerin bulunmayabilece\u011fi anlam\u0131na gelir. <code>requests<\/code> k\u00fct\u00fcphanesi yaln\u0131zca sunucudan gelen ilk HTML&#8217;i \u00e7eker ve JavaScript taraf\u0131ndan olu\u015fturulan i\u00e7eri\u011fi g\u00f6rmez. \u0130\u015fte bu noktada <code>Selenium<\/code> gibi bir otomasyon arac\u0131 devreye girer.<\/p>\n<p>Selenium, ger\u00e7ek bir web taray\u0131c\u0131s\u0131n\u0131 (Chrome, Firefox vb.) programatik olarak kontrol etmenizi sa\u011flar. Bu sayede, taray\u0131c\u0131 sayfay\u0131 tamamen y\u00fckler, JavaScript&#8217;i \u00e7al\u0131\u015ft\u0131r\u0131r ve t\u00fcm dinamik i\u00e7eri\u011fi olu\u015fturur. Ard\u0131ndan, BeautifulSoup veya Selenium&#8217;un kendi eleman bulma y\u00f6ntemlerini kullanarak bu tam y\u00fcklenmi\u015f sayfadan veri \u00e7ekebilirsiniz.<\/p>\n<p>Selenium&#8217;u kullanmak i\u00e7in \u00f6ncelikle y\u00fcklemeniz ve kulland\u0131\u011f\u0131n\u0131z taray\u0131c\u0131ya uygun bir WebDriver (\u00f6rne\u011fin Chrome i\u00e7in ChromeDriver) indirmeniz gerekir:<\/p>\n<div class=\"code-container\">\n<pre><code>pip install selenium webdriver_manager<\/code><\/pre>\n<\/p><\/div>\n<p>Daha sonra, Selenium ile bir taray\u0131c\u0131 ba\u015flatabilir ve Etsy sayfas\u0131n\u0131 ziyaret edebilirsiniz:<\/p>\n<div class=\"code-container\">\n<pre><code>from selenium import webdriver\nfrom selenium.webdriver.chrome.service import Service\nfrom webdriver_manager.chrome import ChromeDriverManager\nfrom selenium.webdriver.common.by import By\nfrom selenium.webdriver.support.ui import WebDriverWait\nfrom selenium.webdriver.support import expected_conditions as EC\nimport time\n\n# Headless modda \u00e7al\u0131\u015ft\u0131rmak i\u00e7in se\u00e7enekler (taray\u0131c\u0131 penceresi a\u00e7\u0131lmaz)\nchrome_options = webdriver.ChromeOptions()\nchrome_options.add_argument(\"--headless\") # Taray\u0131c\u0131y\u0131 g\u00f6r\u00fcnmez yapar\nchrome_options.add_argument(\"--no-sandbox\")\nchrome_options.add_argument(\"--disable-dev-shm-usage\")\nchrome_options.add_argument(f\"user-agent={headers['User-Agent']}\") # User-Agent ekleme\n\n# WebDriver'\u0131 ba\u015flatma\nservice = Service(ChromeDriverManager().install())\ndriver = webdriver.Chrome(service=service, options=chrome_options)\n\ntry:\n    driver.get(etsy_url)\n    # Sayfan\u0131n tamamen y\u00fcklenmesini bekleyelim (\u00f6rne\u011fin, belirli bir elementin g\u00f6r\u00fcnmesini)\n    WebDriverWait(driver, 10).until(\n        EC.presence_of_element_located((By.CSS_SELECTOR, \"div[data-listing-id]\")) # \u00dcr\u00fcn kartlar\u0131n\u0131n y\u00fcklenmesini bekle\n    )\n    \n    # Sayfa kayna\u011f\u0131n\u0131 \u00e7ek\n    html_content_selenium = driver.page_source\n    soup_selenium = BeautifulSoup(html_content_selenium, \"html.parser\")\n\n    # Buradan sonra BeautifulSoup ile \u00fcr\u00fcnleri \u00e7ekme ad\u0131mlar\u0131n\u0131 tekrar uygulayabilirsiniz.\n    # \u00d6rne\u011fin: product_listings_selenium = soup_selenium.select(\"div[data-listing-id]\")\n    # ...\n    print(\"Selenium ile sayfa i\u00e7eri\u011fi \u00e7ekildi.\")\n\nfinally:\n    driver.quit() # Taray\u0131c\u0131y\u0131 kapat<\/code><\/pre>\n<\/p><\/div>\n<p>Selenium, sayfay\u0131 kayd\u0131rma (scroll), butonlara t\u0131klama gibi kullan\u0131c\u0131 etkile\u015fimlerini de sim\u00fcle edebilir, bu da sonsuz kayd\u0131rma (infinite scroll) veya sayfalama (pagination) gibi durumlarla ba\u015fa \u00e7\u0131kmak i\u00e7in \u00e7ok kullan\u0131\u015fl\u0131d\u0131r.<\/p>\n<h3>IP Engellemeleri ve Vekil Sunucular (Proxies)<\/h3>\n<p>Web siteleri, a\u015f\u0131r\u0131 istek g\u00f6nderen veya \u015f\u00fcpheli g\u00f6r\u00fcnen IP adreslerini tespit edip engelleyebilir. Bu, scraping i\u015fleminizin kesintiye u\u011framas\u0131na neden olur. Bu sorunu a\u015fmak i\u00e7in vekil sunucular (proxies) kullan\u0131l\u0131r.<\/p>\n<ul>\n<li><strong>Neden Gerekli?<\/strong> Vekil sunucu, internet trafi\u011finizi kendi sunucusu \u00fczerinden y\u00f6nlendirir ve web sitesine sizin yerine vekil sunucunun IP adresiyle istek g\u00f6nderir. Farkl\u0131 vekil sunucular kullanarak, isteklerinizin farkl\u0131 IP adreslerinden gelmesini sa\u011flayabilir ve engellenme riskini azaltabilirsiniz.<\/li>\n<li><strong>Nas\u0131l Kullan\u0131l\u0131r?<\/strong> \u00dccretsiz vekil sunucular bulabilir (g\u00fcvenilirli\u011fi d\u00fc\u015f\u00fckt\u00fcr) veya \u00fccretli, daha g\u00fcvenilir ve h\u0131zl\u0131 vekil sunucu hizmetleri sat\u0131n alabilirsiniz. Python <code>requests<\/code> k\u00fct\u00fcphanesi, vekil sunucu kullan\u0131m\u0131n\u0131 kolayca destekler:<\/li>\n<\/ul>\n<div class=\"code-container\">\n<pre><code>proxies = {\n    \"http\": \"http:\/\/user:pass@10.10.1.10:3128\",\n    \"https\": \"http:\/\/user:pass@10.10.1.10:1080\",\n}\n# response = requests.get(etsy_url, headers=headers, proxies=proxies)<\/code><\/pre>\n<\/p><\/div>\n<p>Selenium ile vekil sunucu kullanmak biraz daha karma\u015f\u0131kt\u0131r ve taray\u0131c\u0131 se\u00e7enekleri \u00fczerinden yap\u0131land\u0131r\u0131lmas\u0131 gerekir.<\/p>\n<h3>CAPTCHA ve Anti-Bot Mekanizmalar\u0131<\/h3>\n<p>Etsy gibi siteler, bot trafi\u011fini engellemek i\u00e7in CAPTCHA (reCAPTCHA gibi), Honeypot tuzaklar\u0131, JavaScript tabanl\u0131 bot alg\u0131lama algoritmalar\u0131 ve davran\u0131\u015f analizi gibi geli\u015fmi\u015f anti-bot mekanizmalar\u0131 kullan\u0131r. Bunlarla ba\u015fa \u00e7\u0131kmak scraping&#8217;in en zorlu k\u0131s\u0131mlar\u0131ndan biridir.<\/p>\n<ul>\n<li><strong>CAPTCHA:<\/strong> CAPTCHA&#8217;lar, genellikle manuel m\u00fcdahale gerektirir. Otomatik CAPTCHA \u00e7\u00f6zme hizmetleri (\u00f6rne\u011fin 2Captcha, Anti-Captcha) bulunsa da, bunlar ek maliyet ve karma\u015f\u0131kl\u0131k getirir.<\/li>\n<li><strong>Davran\u0131\u015f Sim\u00fclasyonu:<\/strong> Selenium kullanarak fare hareketleri, klavye giri\u015fi ve rastgele gecikmeler ekleyerek insan benzeri davran\u0131\u015flar\u0131 sim\u00fcle etmek, bot alg\u0131lama sistemlerini atlatmaya yard\u0131mc\u0131 olabilir.<\/li>\n<li><strong>Headless Olmayan Taray\u0131c\u0131lar:<\/strong> Bazen, headless modda (g\u00f6r\u00fcnmez taray\u0131c\u0131) \u00e7al\u0131\u015fmak, bot olarak alg\u0131lanma riskini art\u0131rabilir. Headless olmayan bir taray\u0131c\u0131 kullanmak (yani taray\u0131c\u0131 penceresinin a\u00e7\u0131lmas\u0131na izin vermek), baz\u0131 bot alg\u0131lama sistemlerini atlatabilir.<\/li>\n<\/ul>\n<h3>Veri Saklama: \u00c7ekilen Verileri CSV veya JSON Format\u0131nda Kaydetme<\/h3>\n<p>\u00c7ekti\u011finiz verileri bellekte tutmak yerine kal\u0131c\u0131 bir depolama format\u0131na kaydetmek \u00f6nemlidir. CSV (Comma Separated Values) ve JSON (JavaScript Object Notation) en yayg\u0131n kullan\u0131lan formatlard\u0131r.<\/p>\n<div class=\"code-container\">\n<pre><code>import csv\nimport json\n\n# CSV olarak kaydetme\ncsv_file = \"etsy_products.csv\"\nif final_products:\n    keys = final_products[0].keys()\n    with open(csv_file, 'w', newline='', encoding='utf-8') as output_file:\n        dict_writer = csv.DictWriter(output_file, fieldnames=keys)\n        dict_writer.writeheader()\n        dict_writer.writerows(final_products)\n    print(f\"\\nVeriler '{csv_file}' dosyas\u0131na CSV format\u0131nda kaydedildi.\")\n\n# JSON olarak kaydetme\njson_file = \"etsy_products.json\"\nif final_products:\n    with open(json_file, 'w', encoding='utf-8') as output_file:\n        json.dump(final_products, output_file, indent=4, ensure_ascii=False)\n    print(f\"Veriler '{json_file}' dosyas\u0131na JSON format\u0131nda kaydedildi.\")<\/code><\/pre>\n<\/p><\/div>\n<h3>Zamanlama ve Otomasyon: Scraping S\u00fcrecini Periyodik Olarak \u00c7al\u0131\u015ft\u0131rma<\/h3>\n<p>Fiyat takibi veya trend analizi gibi s\u00fcrekli veri ihtiyac\u0131 olan durumlar i\u00e7in scraping i\u015flemini otomatik olarak belirli aral\u0131klarla \u00e7al\u0131\u015ft\u0131rmak isteyebilirsiniz. Bunun i\u00e7in:<\/p>\n<ul>\n<li><strong>Python&#8217;da <code>schedule<\/code> K\u00fct\u00fcphanesi:<\/strong> Basit zamanlanm\u0131\u015f g\u00f6revler i\u00e7in kullan\u0131labilir.<\/li>\n<li><strong>\u0130\u015fletim Sistemi Ara\u00e7lar\u0131:<\/strong> Linux&#8217;ta <code>cron<\/code>, Windows&#8217;ta G\u00f6rev Zamanlay\u0131c\u0131 (Task Scheduler) veya Docker konteynerleri kullanarak scraping beti\u011finizi periyodik olarak \u00e7al\u0131\u015ft\u0131rabilirsiniz.<\/li>\n<li><strong>Bulut Fonksiyonlar\u0131:<\/strong> AWS Lambda, Google Cloud Functions gibi sunucusuz mimariler, scraping i\u015flerini tetiklemek ve y\u00f6netmek i\u00e7in \u00f6l\u00e7eklenebilir ve uygun maliyetli bir yol sunar.<\/li>\n<\/ul>\n<p>Bu ileri seviye teknikler, daha sa\u011flam, g\u00fcvenilir ve \u00f6l\u00e7eklenebilir web scraping \u00e7\u00f6z\u00fcmleri olu\u015fturman\u0131za yard\u0131mc\u0131 olacakt\u0131r. Ancak, her zaman web sitesinin kullan\u0131m ko\u015fullar\u0131n\u0131 ve etik ilkeleri g\u00f6z \u00f6n\u00fcnde bulundurmay\u0131 unutmay\u0131n.<\/p>\n<h2>Vaka Analizi: K\u00fc\u00e7\u00fck \u0130\u015fletmeler \u0130\u00e7in Rekabet Analizi<\/h2>\n<p>Web scraping&#8217;in sadece teknik bir egzersizden ibaret olmad\u0131\u011f\u0131n\u0131, ger\u00e7ek d\u00fcnyada k\u00fc\u00e7\u00fck i\u015fletmeler i\u00e7in somut faydalar sa\u011flayabilece\u011fini bir vaka analiziyle g\u00f6sterelim. Hayal edin ki, Ay\u015fe Han\u0131m, Etsy&#8217;de el yap\u0131m\u0131, ki\u015fiselle\u015ftirilmi\u015f anahtarl\u0131klar satan k\u00fc\u00e7\u00fck bir i\u015fletme sahibidir. \u00dcr\u00fcnleri kaliteli olsa da, sat\u0131\u015flar\u0131 istedi\u011fi seviyede de\u011fildir ve rekabetin \u00e7ok yo\u011fun oldu\u011funu hissetmektedir. Ay\u015fe Han\u0131m, pazar\u0131n\u0131 daha iyi anlamak ve rekabet avantaj\u0131 elde etmek i\u00e7in web scraping&#8217;i kullanmaya karar verir.<\/p>\n<h3>Senaryo: Ay\u015fe Han\u0131m&#8217;\u0131n Anahtarl\u0131k \u0130\u015fletmesi<\/h3>\n<p>Ay\u015fe Han\u0131m&#8217;\u0131n hedefleri \u015funlard\u0131r:<\/p>\n<ol>\n<li><strong>Rakip Fiyatland\u0131rmas\u0131n\u0131 Anlamak:<\/strong> Benzer anahtarl\u0131klar\u0131n Etsy&#8217;de hangi fiyat aral\u0131klar\u0131nda sat\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frenmek. \u00d6zellikle en d\u00fc\u015f\u00fck fiyatl\u0131 rakiplerin stratejilerini incelemek.<\/li>\n<li><strong>\u00dcr\u00fcn Trendlerini ve Pop\u00fcler \u00d6zellikleri Belirlemek:<\/strong> En \u00e7ok satan anahtarl\u0131klar\u0131n hangi malzemelerden yap\u0131ld\u0131\u011f\u0131n\u0131, hangi temalar\u0131n pop\u00fcler oldu\u011funu veya hangi ki\u015fiselle\u015ftirme se\u00e7eneklerinin tercih edildi\u011fini g\u00f6rmek.<\/li>\n<li><strong>Pazar Bo\u015fluklar\u0131n\u0131 Ke\u015ffetmek:<\/strong> Hen\u00fcz yeterince sunulmayan veya rekabetin az oldu\u011fu ni\u015f \u00fcr\u00fcn fikirleri bulmak.<\/li>\n<li><strong>Envanter ve Stok Durumu Takibi:<\/strong> Rakiplerinin envanter de\u011fi\u015fimlerini g\u00f6zlemleyerek kendi \u00fcretim ve stok planlamas\u0131n\u0131 optimize etmek.<\/li>\n<\/ol>\n<h3>Web Scraping ile \u00c7\u00f6z\u00fcm<\/h3>\n<p>Ay\u015fe Han\u0131m, yukar\u0131da \u00f6\u011frendi\u011fimiz web scraping tekniklerini kullanarak bir Python beti\u011fi geli\u015ftirir. Bu betik, &#8220;ki\u015fiselle\u015ftirilmi\u015f anahtarl\u0131k&#8221; anahtar kelimesiyle Etsy&#8217;de arama yapar ve sonu\u00e7lar\u0131 fiyata g\u00f6re en d\u00fc\u015f\u00fckten en y\u00fckse\u011fe s\u0131ralar. Betik, her bir anahtarl\u0131\u011f\u0131n ad\u0131n\u0131, fiyat\u0131n\u0131, \u00fcr\u00fcn a\u00e7\u0131klamas\u0131n\u0131, g\u00f6rsel URL&#8217;sini ve sat\u0131c\u0131n\u0131n ad\u0131n\u0131 \u00e7eker. \u00d6zellikle 0.065 dolar gibi \u00e7ok d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcnleri hedefleme yetene\u011fi, Ay\u015fe Han\u0131m&#8217;\u0131n &#8220;giri\u015f seviyesi&#8221; veya &#8220;promosyon&#8221; \u00fcr\u00fcnlerindeki rekabeti anlamas\u0131na yard\u0131mc\u0131 olur.<\/p>\n<p><strong>Uygulanan Ad\u0131mlar:<\/strong><\/p>\n<ul>\n<li><strong>URL Yap\u0131s\u0131:<\/strong> <code>https:\/\/www.etsy.com\/search?q=personalized+keychain&sort_by=price_asc<\/code> gibi bir URL kullan\u0131r.<\/li>\n<li><strong>Veri \u00c7ekme:<\/strong> <code>requests<\/code> ve <code>BeautifulSoup<\/code> kullanarak ilk birka\u00e7 sayfan\u0131n verilerini \u00e7eker. Daha dinamik i\u00e7erik i\u00e7in <code>Selenium<\/code>&#8216;u devreye sokar.<\/li>\n<li><strong>Filtreleme:<\/strong> \u00c7ekilen veriler aras\u0131nda, fiyatlar\u0131 temizleyip say\u0131sal de\u011ferlere d\u00f6n\u00fc\u015ft\u00fcrd\u00fckten sonra, 0.065 dolara yak\u0131n veya bu fiyattan d\u00fc\u015f\u00fck olan ilk 10 \u00fcr\u00fcn\u00fc belirler. Bu, Ay\u015fe Han\u0131m&#8217;a en ucuz anahtarl\u0131klar\u0131n hangi \u00f6zelliklere sahip oldu\u011funu ve nas\u0131l fiyatland\u0131r\u0131ld\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/li>\n<li><strong>Veri Analizi:<\/strong> \u00c7ekilen verileri bir CSV dosyas\u0131na kaydeder ve Excel veya basit Python analiz ara\u00e7lar\u0131yla inceler.\n<ul>\n<li><strong>Fiyat Aral\u0131klar\u0131:<\/strong> Rakiplerinin anahtarl\u0131klar\u0131n\u0131 hangi fiyat aral\u0131klar\u0131nda satt\u0131\u011f\u0131n\u0131 g\u00f6rselle\u015ftirir. 0.065 dolarl\u0131k \u00fcr\u00fcnlerin genellikle \u00e7ok basit, tek renk veya k\u00fc\u00e7\u00fck boyutlu promosyon \u00fcr\u00fcnleri oldu\u011funu fark eder.<\/li>\n<li><strong>Malzeme ve Tasar\u0131m:<\/strong> En \u00e7ok satan d\u00fc\u015f\u00fck fiyatl\u0131 \u00fcr\u00fcnlerin genellikle pleksi, ah\u015fap veya metal gibi malzemelerden yap\u0131ld\u0131\u011f\u0131n\u0131, pop\u00fcler temalar\u0131n ise isim yaz\u0131l\u0131, hayvan fig\u00fcrl\u00fc veya minimal tasar\u0131mlar oldu\u011funu g\u00f6zlemler.<\/li>\n<li><strong>Ortalama Fiyatlar:<\/strong> Kendi anahtarl\u0131klar\u0131n\u0131n ortalama fiyat\u0131n\u0131 rakiplerinin ortalamas\u0131yla kar\u015f\u0131la\u015ft\u0131r\u0131r.<\/li>\n<li><strong>Bo\u015fluklar:<\/strong> \u00d6rne\u011fin, belirli bir hobiye (bal\u0131k\u00e7\u0131l\u0131k, kamp\u00e7\u0131l\u0131k) y\u00f6nelik ki\u015fiselle\u015ftirilmi\u015f anahtarl\u0131klar\u0131n az oldu\u011funu veya belirli bir renk paletinde \u00fcr\u00fcn eksikli\u011fi oldu\u011funu ke\u015ffeder.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Sonu\u00e7lar ve Faydalar<\/h3>\n<p>Bu vaka analizi sayesinde Ay\u015fe Han\u0131m \u015funlar\u0131 elde eder:<\/p>\n<ul>\n<li><strong>Daha \u0130yi Fiyatland\u0131rma Stratejisi:<\/strong> Rakiplerinin fiyatland\u0131rma stratejilerini net bir \u015fekilde g\u00f6rerek, kendi \u00fcr\u00fcnlerini daha rekabet\u00e7i bir \u015fekilde fiyatland\u0131rabilir veya daha y\u00fcksek fiyatl\u0131, premium \u00fcr\u00fcnler i\u00e7in de\u011fer teklifini g\u00fc\u00e7lendirebilir. \u00d6zellikle 0.065 dolarl\u0131k \u00fcr\u00fcnlerin pazar\u0131n en alt ucundaki bo\u015flu\u011fu doldurdu\u011funu ve genellikle &#8220;deneme \u00fcr\u00fcn\u00fc&#8221; veya &#8220;ek hediye&#8221; olarak kullan\u0131labilece\u011fini anlar.<\/li>\n<li><strong>Yeni \u00dcr\u00fcn Fikirleri:<\/strong> Pazardaki bo\u015fluklar\u0131 ve pop\u00fcler trendleri belirleyerek, yeni anahtarl\u0131k tasar\u0131mlar\u0131 veya ki\u015fiselle\u015ftirme se\u00e7enekleri geli\u015ftirebilir. \u00d6rne\u011fin, belirli bir \u015fehir temal\u0131 anahtarl\u0131klar veya s\u00fcrd\u00fcr\u00fclebilir malzemelerden yap\u0131lm\u0131\u015f \u00fcr\u00fcnler gibi ni\u015f alanlara y\u00f6nelebilir.<\/li>\n<li><strong>Pazarlama Optimizasyonu:<\/strong> Rakiplerinin \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131nda kulland\u0131\u011f\u0131 anahtar kelimeleri ve vurgular\u0131 inceleyerek kendi \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131n\u0131 ve SEO&#8217;sunu iyile\u015ftirebilir.<\/li>\n<li><strong>Zaman ve Maliyet Tasarrufu:<\/strong> Manuel olarak y\u00fczlerce sayfay\u0131 incelemek yerine, otomatik bir betik sayesinde saatler s\u00fcrecek bir i\u015fi dakikalar i\u00e7inde tamamlar.<\/li>\n<\/ul>\n<p>Ay\u015fe Han\u0131m&#8217;\u0131n hikayesi, web scraping&#8217;in sadece b\u00fcy\u00fck \u015firketler i\u00e7in de\u011fil, ayn\u0131 zamanda k\u00fc\u00e7\u00fck ve orta \u00f6l\u00e7ekli i\u015fletmeler i\u00e7in de nas\u0131l g\u00fc\u00e7l\u00fc bir rekabet arac\u0131 olabilece\u011fini g\u00f6stermektedir. Do\u011fru verilerle donanm\u0131\u015f olmak, dijital pazar yerlerinde ba\u015far\u0131ya ula\u015fman\u0131n anahtarlar\u0131ndan biridir.<\/p>\n<h2>Sonu\u00e7: Dijital Pazar Yerlerinde Veri G\u00fcc\u00fcn\u00fc Kullanmak<\/h2>\n<p>Bu makale boyunca, Etsy gibi dinamik bir e-ticaret platformundan belirli kriterlere (fiyata g\u00f6re s\u0131ralama ve spesifik bir fiyat noktas\u0131) g\u00f6re veri \u00e7ekmenin karma\u015f\u0131k ama bir o kadar da \u00f6d\u00fcllendirici s\u00fcrecini ad\u0131m ad\u0131m inceledik. Python&#8217;\u0131n <code>requests<\/code> ve <code>BeautifulSoup<\/code> k\u00fct\u00fcphanelerini kullanarak temel veri \u00e7ekme y\u00f6ntemlerinden, <code>Selenium<\/code> ile dinamik i\u00e7erik y\u00f6netimine ve vekil sunucularla IP engellemelerini a\u015fmaya kadar \u00e7e\u015fitli tekniklere de\u011findik. Ayr\u0131ca, \u00e7ekilen verileri nas\u0131l temizleyece\u011fimizi, say\u0131sal de\u011ferlere d\u00f6n\u00fc\u015ft\u00fcrece\u011fimizi ve \u00f6zellikle 0.065 dolar gibi \u00e7ok d\u00fc\u015f\u00fck bir fiyat hedefiyle ilk 10 \u00fcr\u00fcn\u00fc nas\u0131l filtreleyece\u011fimizi detayl\u0131ca ele ald\u0131k.<\/p>\n<p>Web scraping, dijital pazar yerlerinde gizli kalm\u0131\u015f f\u0131rsatlar\u0131 ortaya \u00e7\u0131karman\u0131n, rekabet avantaj\u0131 elde etmenin ve daha bilin\u00e7li i\u015f kararlar\u0131 alman\u0131n g\u00fc\u00e7l\u00fc bir yoludur. \u0130ster k\u00fc\u00e7\u00fck bir i\u015fletme sahibi olun, ister bir veri analisti veya sadece merakl\u0131 bir birey, bu teknikler sayesinde internetin sundu\u011fu devasa veri havuzundan de\u011fer yaratabilirsiniz. Ay\u015fe Han\u0131m&#8217;\u0131n vaka analizinde g\u00f6rd\u00fc\u011f\u00fcm\u00fcz gibi, do\u011fru veri analizi, i\u015fletmelerin pazardaki konumlar\u0131n\u0131 g\u00fc\u00e7lendirmelerine ve yeni b\u00fcy\u00fcme alanlar\u0131 ke\u015ffetmelerine olanak tan\u0131r.<\/p>\n<p>Ancak, bu g\u00fcc\u00fc kullan\u0131rken her zaman yasal ve etik sorumluluklar\u0131m\u0131z\u0131 unutmamal\u0131y\u0131z. Web sitelerinin kullan\u0131m ko\u015fullar\u0131na, <code>robots.txt<\/code> dosyalar\u0131na sayg\u0131 g\u00f6stermek ve sunucular\u0131na a\u015f\u0131r\u0131 y\u00fck bindirmemek, sorumlu bir web scraping uygulay\u0131c\u0131s\u0131n\u0131n temel ilkeleridir. Unutmay\u0131n ki, web scraping bir ara\u00e7t\u0131r; \u00f6nemli olan onu nas\u0131l kulland\u0131\u011f\u0131n\u0131z ve elde etti\u011finiz verilerle ne kadar de\u011fer yaratt\u0131\u011f\u0131n\u0131zd\u0131r. Dijital d\u00fcnyada veri, yeni alt\u0131nd\u0131r ve onu kaz\u0131mas\u0131n\u0131 bilenler, gelece\u011fin f\u0131rsatlar\u0131na bir ad\u0131m \u00f6nde ba\u015flarlar.<\/p>\n<h3>S\u0131k\u00e7a Sorulan Sorular<\/h3>\n<h4>Web scraping yasal m\u0131d\u0131r?<\/h4>\n<p>Web scraping&#8217;in yasall\u0131\u011f\u0131, \u00e7ekilen verinin t\u00fcr\u00fcne, web sitesinin kullan\u0131m ko\u015fullar\u0131na ve ilgili \u00fclkenin yasalar\u0131na (\u00f6rne\u011fin ki\u015fisel verilerin korunmas\u0131 yasalar\u0131) g\u00f6re de\u011fi\u015fir. Genellikle halka a\u00e7\u0131k verilerin \u00e7ekilmesi, ki\u015fisel veri i\u00e7ermiyorsa ve web sitesinin kullan\u0131m ko\u015fullar\u0131 ile robots.txt dosyas\u0131 izin veriyorsa yasal kabul edilebilir. Ancak, kullan\u0131m ko\u015fullar\u0131n\u0131 ihlal etmek veya telif hakk\u0131 korumal\u0131 i\u00e7eri\u011fi izinsiz kullanmak yasa d\u0131\u015f\u0131d\u0131r. Her zaman ilgili web sitesinin politikalar\u0131n\u0131 kontrol etmeniz ve hukuki tavsiye alman\u0131z \u00f6nerilir.<\/p>\n<h4>Etsy beni engeller mi?<\/h4>\n<p>Evet, Etsy gibi b\u00fcy\u00fck platformlar, s\u00fcrekli ve h\u0131zl\u0131 istekler g\u00f6nderen IP adreslerini veya bot benzeri davran\u0131\u015flar\u0131 tespit edip engelleyebilir. Bu engellemeler ge\u00e7ici (CAPTCHA ile \u00e7\u00f6z\u00fclebilir) veya kal\u0131c\u0131 olabilir. Engellenme riskini azaltmak i\u00e7in istekler aras\u0131na gecikmeler eklemeli (<code>time.sleep()<\/code>), <code>User-Agent<\/code> ba\u015fl\u0131\u011f\u0131n\u0131 kullanmal\u0131, vekil sunucular (proxies) kullanmay\u0131 d\u00fc\u015f\u00fcnmeli ve insan benzeri davran\u0131\u015flar\u0131 sim\u00fcle etmelisiniz.<\/p>\n<h4>Hangi programlama dilini kullanmal\u0131y\u0131m?<\/h4>\n<p>Web scraping i\u00e7in en pop\u00fcler ve \u00f6nerilen dil Python&#8217;d\u0131r. Python&#8217;\u0131n <code>requests<\/code>, <code>BeautifulSoup<\/code>, <code>Selenium<\/code> gibi zengin k\u00fct\u00fcphane ekosistemi, scraping i\u015flemlerini olduk\u00e7a kolayla\u015ft\u0131r\u0131r. Node.js (Puppeteer, Cheerio), Ruby (Nokogiri) ve Go gibi diller de kullan\u0131labilir, ancak Python genellikle en ba\u015flang\u0131\u00e7 dostu ve kapsaml\u0131 se\u00e7enek olarak kabul edilir.<\/p>\n<h4>Sadece 10 sat\u0131r veri \u00e7ekmek i\u00e7in bu kadar u\u011fra\u015fmaya de\u011fer mi?<\/h4>\n<p>Bu makaledeki \u00f6rnek, belirli bir \u00f6\u011frenme ve uygulama senaryosu i\u00e7in 10 sat\u0131r veri \u00e7ekmeyi hedeflese de, web scraping&#8217;in ger\u00e7ek de\u011feri genellikle b\u00fcy\u00fck veri k\u00fcmelerini toplamakt\u0131r. Ancak, 10 sat\u0131rl\u0131k veri bile, \u00f6zellikle \u00e7ok spesifik ve ni\u015f bir arama i\u00e7in (0.065 dolar gibi), pazar analizi veya rekabet takibi i\u00e7in kritik \u00f6neme sahip olabilir. Ayr\u0131ca, 10 sat\u0131r \u00e7ekmek i\u00e7in \u00f6\u011frendi\u011finiz teknikler, y\u00fcz binlerce sat\u0131r veri \u00e7ekmek i\u00e7in de kolayca \u00f6l\u00e7eklendirilebilir.<\/p>\n<h4>\u00c7ekti\u011fim verileri nas\u0131l kullanmal\u0131y\u0131m?<\/h4>\n<p>\u00c7ekti\u011finiz verileri \u00e7e\u015fitli \u015fekillerde kullanabilirsiniz:<\/p>\n<ul>\n<li><strong>Pazar Ara\u015ft\u0131rmas\u0131:<\/strong> Fiyatland\u0131rma trendlerini, \u00fcr\u00fcn \u00f6zelliklerini ve m\u00fc\u015fteri tercihlerini analiz edin.<\/li>\n<li><strong>Rekabet Analizi:<\/strong> Rakiplerinizin \u00fcr\u00fcnlerini, fiyatlar\u0131n\u0131, envanterlerini ve stratejilerini izleyin.<\/li>\n<li><strong>Fiyat Takibi:<\/strong> Belirli \u00fcr\u00fcnlerin fiyat de\u011fi\u015fimlerini otomatik olarak takip edin.<\/li>\n<li><strong>\u00dcr\u00fcn Geli\u015ftirme:<\/strong> Pazardaki bo\u015fluklar\u0131 veya talep g\u00f6ren ni\u015fleri belirleyerek yeni \u00fcr\u00fcn fikirleri geli\u015ftirin.<\/li>\n<li><strong>Ki\u015fisel Kullan\u0131m:<\/strong> Kendi al\u0131\u015fveri\u015fleriniz i\u00e7in en iyi f\u0131rsatlar\u0131 bulun veya belirli koleksiyonlar\u0131 takip edin.<\/li>\n<\/ul>\n<p>    Verileri CSV veya JSON format\u0131nda kaydederek Excel, Google Sheets, Pandas (Python k\u00fct\u00fcphanesi) veya bir veritaban\u0131 gibi ara\u00e7larla daha detayl\u0131 analiz edebilirsiniz.<\/p>\n<p>#WebScraping #Python #Etsy #VeriAnalizi #E-ticaret<\/p>\n<div class=\"github-example-link\"><strong>\u00d6rnek kod:<\/strong> <a href=\"https:\/\/github.com\/fatihsoysalcom\/etsy-low-price-product-scraper\" target=\"_blank\" rel=\"noopener noreferrer\">github.com\/fatihsoysalcom\/etsy-low-price-product-scraper<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"Dijital \u00e7a\u011fda, e-ticaret platformlar\u0131 devasa bir \u00fcr\u00fcn ve fiyat veri havuzu sunar.","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-45053","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek\" \/>\n<meta property=\"og:description\" content=\"Dijital \u00e7a\u011fda, e-ticaret platformlar\u0131 devasa bir \u00fcr\u00fcn ve fiyat veri havuzu sunar.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-05T18:05:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-05T18:06:16+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek\",\"datePublished\":\"2026-10-05T18:05:40+00:00\",\"dateModified\":\"2026-10-05T18:06:16+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\"},\"wordCount\":4901,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#respond\"]}],\"copyrightYear\":\"2026\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\",\"name\":\"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2026-10-05T18:05:40+00:00\",\"dateModified\":\"2026-10-05T18:06:16+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/","og_locale":"tr_TR","og_type":"article","og_title":"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek","og_description":"Dijital \u00e7a\u011fda, e-ticaret platformlar\u0131 devasa bir \u00fcr\u00fcn ve fiyat veri havuzu sunar.","og_url":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2026-10-05T18:05:40+00:00","article_modified_time":"2026-10-05T18:06:16+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"16 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek","datePublished":"2026-10-05T18:05:40+00:00","dateModified":"2026-10-05T18:06:16+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/"},"wordCount":4901,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#respond"]}],"copyrightYear":"2026","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/","url":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/","name":"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2026-10-05T18:05:40+00:00","dateModified":"2026-10-05T18:06:16+00:00","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/etsy-arama-sonuclarini-fiyata-gore-siralayarak-veri-cekme-0-065-dolar-degerindeki-urunleri-kesfetmek\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Etsy Arama Sonu\u00e7lar\u0131n\u0131 Fiyata G\u00f6re S\u0131ralayarak Veri \u00c7ekme: 0.065 Dolar De\u011ferindeki \u00dcr\u00fcnleri Ke\u015ffetmek"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/45053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=45053"}],"version-history":[{"count":1,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/45053\/revisions"}],"predecessor-version":[{"id":45054,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/45053\/revisions\/45054"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=45053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=45053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=45053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}