{"id":7931,"date":"2026-05-11T15:28:41","date_gmt":"2026-05-11T15:28:41","guid":{"rendered":"https:\/\/virconlegal.com\/term\/veri-kazima\/"},"modified":"2026-05-13T04:19:37","modified_gmt":"2026-05-13T04:19:37","slug":"veri-kazima","status":"publish","type":"term","link":"https:\/\/virconlegal.com\/tr\/term\/veri-kazima\/","title":{"rendered":"Veri Kaz\u0131ma"},"content":{"rendered":"<h3>TLDR:<\/h3>\n<p>Veri Kaz\u0131ma (Data Scraping), web sitelerinden veya di\u011fer kaynaklardan otomatik olarak veri toplama tekni\u011fidir. Pazar ara\u015ft\u0131rmas\u0131, fiyat takibi, i\u00e7erik agregasyonu ve AI e\u011fitim verisi gibi ama\u00e7lar i\u00e7in kullan\u0131l\u0131r.<\/p>\n<h3>Data Scraping Nedir?<\/h3>\n<p>Data scraping, web siteleri veya uygulamalar\u0131 programatik olarak ziyaret ederek belirli verileri \u00e7\u0131karan tekniktir. Yayg\u0131n ara\u00e7lar: BeautifulSoup (Python), Scrapy, Selenium (browser otomasyonu), Puppeteer\/Playwright, ParseHub (no-code), ve \u00f6zel proxy servisleri. Modern scraping anti-bot \u00f6nlemlerini a\u015fmak i\u00e7in sofistike olabilir: rotating proxies, CAPTCHA solvers, browser fingerprint randomization.<\/p>\n<h3>Data Scraping Kullan\u0131m Alanlar\u0131:<\/h3>\n<p>Yayg\u0131n uygulamalar: Fiyat \u0130zleme (rakip fiyatlar\u0131n\u0131 takip etme \u2014 e-ticaret), Pazar Ara\u015ft\u0131rmas\u0131 (kullan\u0131c\u0131 yorumlar\u0131 analizi), Lead Generation (LinkedIn, business directories), Real Estate Aggregation (Zillow, Trulia tarz\u0131), Travel &#038; Pricing Comparison (Kayak, Google Flights), News &#038; Content Aggregation, Academic Research (b\u00fcy\u00fck veri setleri), AI\/ML Training Data (GPT modelleri e\u011fitim i\u00e7in trillions of tokens), ve SEO Monitoring.<\/p>\n<h3>Data Scraping&#8217;in Yasal Y\u00f6n\u00fc:<\/h3>\n<p>Yasal durum karma\u015f\u0131kt\u0131r ve s\u00fcrekli evrim ge\u00e7irir: ABD \u2014 LinkedIn v. hiQ Labs davas\u0131 (2019, halka a\u00e7\u0131k verinin scraping&#8217;inin yasal oldu\u011funu do\u011frulad\u0131), ancak Computer Fraud and Abuse Act (CFAA) belirli ko\u015fullarda yasaklar. AB \u2014 GDPR ki\u015fisel verilerin scraping&#8217;ini s\u0131n\u0131rlar, ePrivacy Directive ekleyici d\u00fczenlemeler. Terms of Service ihlali \u2014 yasal olarak tart\u0131\u015fmal\u0131 ama dava sebebi olabilir. Copyright \u2014 telif hakk\u0131 alt\u0131ndaki i\u00e7erik i\u00e7in sorun yarat\u0131r.<\/p>\n<h3>AI ve Scraping:<\/h3>\n<p>AI modelleri i\u00e7in scraping \u00f6nemli bir tart\u0131\u015fma konusu: OpenAI, Anthropic gibi \u015firketler trillions of tokens scrape etti, NYT v. OpenAI davas\u0131 a\u00e7\u0131ld\u0131, Reddit ve Twitter API&#8217;lar\u0131n\u0131 kapatt\u0131\/\u00fccretlendirdi, Getty Images Stability AI&#8217;a dava a\u00e7t\u0131, M\u00fczik end\u00fcstrisi AI training i\u00e7in RIAA davalar\u0131. Yeni d\u00fczenleyici \u00e7er\u00e7eveler (AI Act, copyright revisions) bu alan\u0131 \u015fekillendiriyor.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TLDR: Veri Kaz\u0131ma (Data Scraping), web sitelerinden veya di\u011fer kaynaklardan otomatik olarak veri toplama tekni\u011fidir. Pazar ara\u015ft\u0131rmas\u0131, fiyat takibi, i\u00e7erik agregasyonu ve AI e\u011fitim verisi gibi ama\u00e7lar i\u00e7in kullan\u0131l\u0131r. Data Scraping Nedir? Data scraping, web siteleri veya uygulamalar\u0131 programatik olarak ziyaret ederek belirli verileri \u00e7\u0131karan tekniktir. Yayg\u0131n ara\u00e7lar: BeautifulSoup (Python), Scrapy, Selenium (browser otomasyonu), Puppeteer\/Playwright, [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"categories":[],"class_list":["post-7931","term","type-term","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/7931","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term"}],"about":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/types\/term"}],"author":[{"embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/comments?post=7931"}],"version-history":[{"count":4,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/7931\/revisions"}],"predecessor-version":[{"id":9665,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/7931\/revisions\/9665"}],"wp:attachment":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/media?parent=7931"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/categories?post=7931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}