{"id":7802,"date":"2024-12-27T06:00:17","date_gmt":"2024-12-27T03:00:17","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/"},"modified":"2024-12-27T06:00:17","modified_gmt":"2024-12-27T03:00:17","slug":"amazon-saticilarini-kazima-2025-python-rehberi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/","title":{"rendered":"Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi"},"content":{"rendered":"<p><body><\/p>\n<p>Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi<\/p>\n<p>Merhaba! Ben Fatih Soysal ve bu yaz\u0131da, Amazon sat\u0131c\u0131 verilerini kaz\u0131mak i\u00e7in Python&#8217;\u0131 nas\u0131l kullanabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m.  2025 y\u0131l\u0131 i\u00e7in g\u00fcncel y\u00f6ntemleri ve olas\u0131 zorluklar\u0131 ele alarak, kapsaml\u0131 bir rehber sunmay\u0131 hedefliyorum.  \u00d6ncelikle,  Amazon&#8217;un kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyerek yasal s\u0131n\u0131rlamalara uyman\u0131z gerekti\u011fini hat\u0131rlatmak isterim.  Yanl\u0131\u015f kullan\u0131m, hesab\u0131n\u0131z\u0131n ask\u0131ya al\u0131nmas\u0131na veya yasal sorunlara yol a\u00e7abilir.<\/p>\n<h2>Gerekli K\u00fct\u00fcphanelerin Kurulumu<\/h2>\n<p>Ba\u015flang\u0131\u00e7 i\u00e7in birka\u00e7 Python k\u00fct\u00fcphanesine ihtiyac\u0131m\u0131z var.  Bunlar\u0131 pip kullanarak kurabiliriz.  \u00d6ncelikle,  terminalinizi veya komut istemcinizi a\u00e7\u0131n ve a\u015fa\u011f\u0131daki komutu \u00e7al\u0131\u015ft\u0131r\u0131n:<\/p>\n<pre><code class=\"language-bash\">pip install requests beautifulsoup4 lxml\n<\/code><\/pre>\n<p>Bu komut,  requests (web sayfalar\u0131n\u0131 indirmek i\u00e7in), beautifulsoup4 (HTML ve XML verilerini ayr\u0131\u015ft\u0131rmak i\u00e7in) ve lxml (daha h\u0131zl\u0131 HTML ayr\u0131\u015ft\u0131rma i\u00e7in) k\u00fct\u00fcphanelerini kuracakt\u0131r.  Lxml&#8217;in performans avantaj\u0131ndan faydalanman\u0131z\u0131 \u00f6neriyorum.  Kurulum tamamland\u0131ktan sonra,  kod yazmaya ba\u015flayabiliriz.<\/p>\n<h2>Amazon&#8217;dan Veri \u00c7ekme<\/h2>\n<p>Amazon&#8217;dan veri \u00e7ekmenin en temel y\u00f6ntemi, requests k\u00fct\u00fcphanesi ile bir URL&#8217;ye istek g\u00f6ndermek ve cevab\u0131 almak. Daha sonra,  BeautifulSoup ile bu cevab\u0131 ayr\u0131\u015ft\u0131rarak istedi\u011fimiz bilgileri elde edebiliriz.  \u00d6rne\u011fin, belirli bir \u00fcr\u00fcn sayfas\u0131ndan sat\u0131c\u0131n\u0131n ad\u0131n\u0131 almak istedi\u011fimizi varsayal\u0131m.  A\u015fa\u011f\u0131daki kod \u00f6rne\u011fi size yol g\u00f6sterecektir:<\/p>\n<pre><code class=\"language-python\">import requests\nfrom bs4 import BeautifulSoup\n\nurl = \"https:\/\/www.amazon.com\/dp\/B0XYZ12345\"  # \u00dcr\u00fcn URL'si\nresponse = requests.get(url)\nsoup = BeautifulSoup(response.content, \"lxml\")\n\nseller = soup.find(\"span\", {\"class\": \"seller\"}).text #Sat\u0131c\u0131n\u0131n bulundu\u011fu span etiketini bulma. S\u0131n\u0131f isimleri de\u011fi\u015febilece\u011fi i\u00e7in dikkatli olun.\nprint(seller)\n<\/code><\/pre>\n<p>Bu kod,  verilen URL&#8217;deki sat\u0131c\u0131n\u0131n ad\u0131n\u0131 yazd\u0131racakt\u0131r.  Ancak,  Amazon&#8217;un web sitesi yap\u0131s\u0131 s\u0131k s\u0131k de\u011fi\u015fir.  Bu nedenle,  class isimlerini ve di\u011fer HTML \u00f6\u011felerini dikkatlice incelemeniz gerekebilir.  Her zaman,  hedef sitenin yap\u0131s\u0131n\u0131 analiz ederek,  verileri do\u011fru \u015fekilde ay\u0131klayacak kod yazmal\u0131s\u0131n\u0131z.  Sayfa yap\u0131s\u0131ndaki de\u011fi\u015fiklikler, kodunuzun \u00e7al\u0131\u015fmay\u0131 durdurmas\u0131na sebep olabilir. Bu durumda, g\u00fcncelleme yapman\u0131z gerekir.<\/p>\n<h2>Veri Temizleme ve \u0130\u015fleme<\/h2>\n<p>Kaz\u0131ma ile elde etti\u011finiz veriler genellikle ham ve d\u00fczensiz olur.  Bu nedenle,  verileri temizlemek ve i\u015flemek \u00f6nemlidir.  \u00d6rne\u011fin,  sat\u0131c\u0131 adlar\u0131nda gereksiz bo\u015fluklar veya \u00f6zel karakterler olabilir.  Python&#8217;\u0131n  re (regular expression) k\u00fct\u00fcphanesini kullanarak bu t\u00fcr d\u00fczensizlikleri temizleyebilirsiniz. Ayr\u0131ca, pandas k\u00fct\u00fcphanesi ile verileri daha kolay analiz edebilirsiniz.  Pandas k\u00fct\u00fcphanesini de kurmay\u0131 unutmay\u0131n!<\/p>\n<h2>Hata Y\u00f6netimi ve Proxy Kullan\u0131m\u0131<\/h2>\n<p>Amazon&#8217;dan veri \u00e7ekerken \u00e7e\u015fitli hatalarla kar\u015f\u0131la\u015fabilirsiniz.  \u00d6rne\u011fin,  web sitesi ge\u00e7ici olarak eri\u015filemez olabilir veya IP adresiniz engellenmi\u015f olabilir.  Bu gibi durumlarda,  kodunuzda hata y\u00f6netimi mekanizmalar\u0131 kullanman\u0131z \u00f6nemlidir.  try-except bloklar\u0131 ve zaman a\u015f\u0131m\u0131 ayarlar\u0131 kullanarak,  uygulaman\u0131z\u0131n hatalardan kaynakl\u0131 \u00e7\u00f6kmesini \u00f6nleyebilirsiniz.  Ayr\u0131ca,  farkl\u0131 IP adreslerinden istek g\u00f6ndermek i\u00e7in proxy sunucular kullanabilirsiniz.<\/p>\n<h2>2025 \u0130\u00e7in \u00d6ng\u00f6r\u00fcler ve Alternatif Y\u00f6ntemler<\/h2>\n<p>Amazon&#8217;un yap\u0131s\u0131 gelecekte de de\u011fi\u015fmeye devam edecektir.  Bu y\u00fczden,  esnek ve s\u00fcrd\u00fcr\u00fclebilir bir kaz\u0131ma stratejisi geli\u015ftirmeniz \u00f6nemlidir.  Amazon&#8217;un API&#8217;sini kullanmak (e\u011fer mevcutsa ve izin veriliyorsa),  web scraping&#8217;e g\u00f6re daha g\u00fcvenilir bir \u00e7\u00f6z\u00fcm sunabilir.  Ancak, API genellikle s\u0131n\u0131rl\u0131 bir veri seti sunar.  Bu y\u00fczden web scraping kullanmak gerekebilir.  Ayr\u0131ca,  daha geli\u015fmi\u015f teknikler (\u00f6rne\u011fin,  Selenium veya Playwright kullanarak web sayfas\u0131n\u0131 ba\u015ftan ba\u015fa render etmek) karma\u015f\u0131k web sitelerini kaz\u0131mak i\u00e7in gerekebilir.  Bu teknikler daha fazla kaynak t\u00fcketir, ancak daha dayan\u0131kl\u0131d\u0131rlar.<\/p>\n<p>Web scraping,  g\u00fc\u00e7l\u00fc bir veri toplama arac\u0131d\u0131r, ancak etik ve yasal s\u0131n\u0131rlamalara dikkat etmek \u00e7ok \u00f6nemlidir.  Amazon&#8217;un kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyin ve  <a href=\"https:\/\/fatihsoysal.com\">web sitemi<\/a> ziyaret ederek daha fazla bilgi edinin.  Ayr\u0131ca,  bu alanda daha fazla bilgi edinmek i\u00e7in <a href=\"https:\/\/www.crummy.com\/software\/BeautifulSoup\/bs4\/doc\/\">Beautiful Soup d\u00f6k\u00fcmanlar\u0131na<\/a> g\u00f6z atabilirsiniz.  Her zaman sorumlu ve etik bir \u015fekilde veri toplamay\u0131 unutmay\u0131n.<\/p>\n<p>#Etiketler: Amazon, Kaz\u0131ma, Web Scraping, Python, Rehber, 2025, Sat\u0131c\u0131, Veriler, Veri Analizi, Requests, BeautifulSoup, LXML, Selenium, Playwright, API, Hata Y\u00f6netimi, Proxy<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi Merhaba! Ben Fatih Soysal ve bu yaz\u0131da, Amazon sat\u0131c\u0131 verilerini kaz\u0131mak i\u00e7in&hellip;","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-7802","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>Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi<\/title>\n<meta name=\"description\" content=\"Merhaba! Ben Fatih Soysal ve bu yaz\u0131da, Amazon sat\u0131c\u0131 verilerini kaz\u0131mak i\u00e7in Python&#039;\u0131 nas\u0131l kullanabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. 2025 y\u0131l\u0131 i\u00e7in g\u00fcncel y\u00f6ntemleri ve olas\u0131 zorluklar\u0131 ele alarak, kapsaml\u0131 bir rehber sunmay\u0131 hedefliyorum. \u00d6ncelikle, Amazon&#039;un kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyerek yasal s\u0131n\u0131rlamalara uyman\u0131z gerekti\u011fini hat\u0131rlatmak isterim. 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Ben Fatih Soysal ve bu yaz\u0131da, Amazon sat\u0131c\u0131 verilerini kaz\u0131mak i\u00e7in Python&#039;\u0131 nas\u0131l kullanabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. 2025 y\u0131l\u0131 i\u00e7in g\u00fcncel y\u00f6ntemleri ve olas\u0131 zorluklar\u0131 ele alarak, kapsaml\u0131 bir rehber sunmay\u0131 hedefliyorum. \u00d6ncelikle, Amazon&#039;un kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyerek yasal s\u0131n\u0131rlamalara uyman\u0131z gerekti\u011fini hat\u0131rlatmak isterim. Yanl\u0131\u015f kullan\u0131m, hesab\u0131n\u0131z\u0131n ask\u0131ya al\u0131nmas\u0131na veya yasal sorunlara yol a\u00e7abilir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-27T03:00:17+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=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi\",\"datePublished\":\"2024-12-27T03:00:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/\"},\"wordCount\":694,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/amazon-saticilarini-kazima-2025-python-rehberi\/\",\"name\":\"Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-12-27T03:00:17+00:00\",\"description\":\"Merhaba! 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Ben Fatih Soysal ve bu yaz\u0131da, Amazon sat\u0131c\u0131 verilerini kaz\u0131mak i\u00e7in Python'\u0131 nas\u0131l kullanabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. 2025 y\u0131l\u0131 i\u00e7in g\u00fcncel y\u00f6ntemleri ve olas\u0131 zorluklar\u0131 ele alarak, kapsaml\u0131 bir rehber sunmay\u0131 hedefliyorum. \u00d6ncelikle, Amazon'un kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyerek yasal s\u0131n\u0131rlamalara uyman\u0131z gerekti\u011fini hat\u0131rlatmak isterim. Yanl\u0131\u015f kullan\u0131m, hesab\u0131n\u0131z\u0131n ask\u0131ya al\u0131nmas\u0131na veya yasal sorunlara yol a\u00e7abilir.","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\/amazon-saticilarini-kazima-2025-python-rehberi\/","og_locale":"tr_TR","og_type":"article","og_title":"Amazon Sat\u0131c\u0131lar\u0131n\u0131 Kaz\u0131ma: 2025 Python Rehberi","og_description":"Merhaba! Ben Fatih Soysal ve bu yaz\u0131da, Amazon sat\u0131c\u0131 verilerini kaz\u0131mak i\u00e7in Python'\u0131 nas\u0131l kullanabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. 2025 y\u0131l\u0131 i\u00e7in g\u00fcncel y\u00f6ntemleri ve olas\u0131 zorluklar\u0131 ele alarak, kapsaml\u0131 bir rehber sunmay\u0131 hedefliyorum. \u00d6ncelikle, Amazon'un kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyerek yasal s\u0131n\u0131rlamalara uyman\u0131z gerekti\u011fini hat\u0131rlatmak isterim. 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