{"id":921781,"date":"2024-02-03T02:38:53","date_gmt":"2024-02-03T02:38:53","guid":{"rendered":"https:\/\/proxyelite.info\/?p=921781"},"modified":"2024-02-01T02:43:45","modified_gmt":"2024-02-01T02:43:45","slug":"python-web-scraping-tutorial-mastering-data-extraction","status":"publish","type":"post","link":"https:\/\/proxyelite.info\/bn\/python-web-scraping-tutorial-mastering-data-extraction\/","title":{"rendered":"\u09aa\u09be\u0987\u09a5\u09a8 \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u099f\u09bf\u0989\u099f\u09cb\u09b0\u09bf\u09af\u09bc\u09be\u09b2: \u09ae\u09be\u09b8\u09cd\u099f\u09be\u09b0\u09bf\u0982 \u09a1\u09c7\u099f\u09be \u098f\u0995\u09cd\u09b8\u099f\u09cd\u09b0\u09be\u0995\u09b6\u09a8"},"content":{"rendered":"<ol class=\"wp-block-list\">\n<li>\u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u0986\u09aa\u09a8\u09be\u09b0 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\u098f\u0987\u099a\u099f\u09bf\u098f\u09ae\u098f\u09b2, \u09b8\u09bf\u098f\u09b8\u098f\u09b8 \u098f\u09ac\u0982 \u099c\u09be\u09ad\u09be\u09b8\u09cd\u0995\u09cd\u09b0\u09bf\u09aa\u09cd\u099f \u09ac\u09cb\u099d\u09be\u09b0 \u0997\u09c1\u09b0\u09c1\u09a4\u09cd\u09ac \u0995\u09c0?<\/li>\n\n\n\n<li>\u0995\u09cb\u09a8 \u0989\u09a8\u09cd\u09a8\u09a4 \u0995\u09cc\u09b6\u09b2\u0997\u09c1\u09b2\u09bf \u0997\u09a4\u09bf\u09b6\u09c0\u09b2 \u09ac\u09bf\u09b7\u09af\u09bc\u09ac\u09b8\u09cd\u09a4\u09c1 \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa \u0995\u09b0\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u098f\u09ac\u0982 \u09aa\u09c3\u09b7\u09cd\u09a0\u09be \u09b8\u0982\u0996\u09cd\u09af\u09be \u09aa\u09b0\u09bf\u099a\u09be\u09b2\u09a8\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u09a6\u09b0\u0995\u09be\u09b0\u09c0?<\/li>\n\n\n\n<li>\u09aa\u09be\u0987\u09a5\u09a8 \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7 \u09b8\u099a\u09c7\u09a4\u09a8 \u09b9\u0993\u09af\u09bc\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u0995\u09bf\u099b\u09c1 \u09b8\u09b0\u09cd\u09ac\u09cb\u09a4\u09cd\u09a4\u09ae \u0985\u09a8\u09c1\u09b6\u09c0\u09b2\u09a8 \u098f\u09ac\u0982 \u09b8\u09be\u09a7\u09be\u09b0\u09a3 \u09b8\u09ae\u09b8\u09cd\u09af\u09be\u0997\u09c1\u09b2\u09bf \u0995\u09c0 \u0995\u09c0?<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"680\" src=\"https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-1200x680.jpg\" alt=\"\" class=\"wp-image-921783\" title=\"\" srcset=\"https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-1200x680.jpg 1200w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-600x340.jpg 600w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-150x85.jpg 150w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-768x435.jpg 768w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-1536x870.jpg 1536w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-scaled.jpg 2048w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Zohxyq8VuMDjDJi9huAPipbdB74oGcMs1JK6Q8mF-2x-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-rank-math-toc-block\" id=\"rank-math-toc\"><h2>\u09b8\u09c1\u099a\u09bf\u09aa\u09a4\u09cd\u09b0<\/h2><nav><div><div><a href=\"#setting-up-your-python-environment-for-web-scraping\">\u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u0986\u09aa\u09a8\u09be\u09b0 \u09aa\u09be\u0987\u09a5\u09a8 \u09aa\u09b0\u09bf\u09ac\u09c7\u09b6 \u09b8\u09c7\u099f \u0986\u09aa \u0995\u09b0\u09be \u09b9\u099a\u09cd\u099b\u09c7<\/a><div><div><a href=\"#creating-a-virtual-environment\">\u098f\u0995\u099f\u09bf \u09ad\u09be\u09b0\u09cd\u099a\u09c1\u09af\u09bc\u09be\u09b2 \u09aa\u09b0\u09bf\u09ac\u09c7\u09b6 \u09a4\u09c8\u09b0\u09bf \u0995\u09b0\u09be<\/a><\/div><div><a href=\"#essential-python-libraries-for-web-scraping\">\u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u09aa\u09cd\u09b0\u09af\u09bc\u09cb\u099c\u09a8\u09c0\u09af\u09bc \u09aa\u09be\u0987\u09a5\u09a8 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf<\/a><\/div><\/div><\/div><div><a href=\"#understanding-the-basics-of-html-css-and-java-script\">\u098f\u0987\u099a\u099f\u09bf\u098f\u09ae\u098f\u09b2, \u09b8\u09bf\u098f\u09b8\u098f\u09b8 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\u09aa\u09be\u09b0\u09cd\u09b8\u09bf\u0982<\/a><\/div><div><a href=\"#dynamic-content-scraping-with-selenium\">\u09b8\u09c7\u09b2\u09c7\u09a8\u09bf\u09af\u09bc\u09be\u09ae \u09a6\u09bf\u09af\u09bc\u09c7 \u09a1\u09be\u0987\u09a8\u09be\u09ae\u09bf\u0995 \u0995\u09a8\u09cd\u099f\u09c7\u09a8\u09cd\u099f \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982<\/a><\/div><\/div><\/div><div><a href=\"#advanced-web-scraping-techniques\">\u0989\u09a8\u09cd\u09a8\u09a4 \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u0995\u09cc\u09b6\u09b2<\/a><div><div><a href=\"#handling-pagination-and-ajax\">\u09aa\u09c7\u099c\u09bf\u09a8\u09c7\u09b6\u09a8 \u098f\u09ac\u0982 AJAX \u09b9\u09cd\u09af\u09be\u09a8\u09cd\u09a1\u09b2\u09bf\u0982<\/a><\/div><div><a href=\"#using-proxies-and-rotating-user-agents\">\u09aa\u09cd\u09b0\u0995\u09cd\u09b8\u09bf \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0 \u0995\u09b0\u09be \u098f\u09ac\u0982 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\u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u0986\u09aa\u09a8\u09be\u09b0 \u09aa\u09be\u0987\u09a5\u09a8 \u09aa\u09b0\u09bf\u09ac\u09c7\u09b6 \u09b8\u09c7\u099f \u0986\u09aa \u0995\u09b0\u09be \u09b9\u099a\u09cd\u099b\u09c7<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7 \u09a1\u09c1\u09ac \u09a6\u09c7\u0993\u09af\u09bc\u09be\u09b0 \u0986\u0997\u09c7, \u0986\u09aa\u09a8\u09be\u09b0 \u09aa\u09be\u0987\u09a5\u09a8 \u09aa\u09b0\u09bf\u09ac\u09c7\u09b6 \u09b8\u09cd\u09a5\u09be\u09aa\u09a8 \u0995\u09b0\u09be \u0985\u09a4\u09cd\u09af\u09a8\u09cd\u09a4 \u0997\u09c1\u09b0\u09c1\u09a4\u09cd\u09ac\u09aa\u09c2\u09b0\u09cd\u09a3\u0964 Python 3 \u098f\u09ac\u0982 Pip, Python \u098f\u09b0 \u09aa\u09cd\u09af\u09be\u0995\u09c7\u099c \u09ae\u09cd\u09af\u09be\u09a8\u09c7\u099c\u09be\u09b0 \u0987\u09a8\u09b8\u09cd\u099f\u09b2 \u0995\u09b0\u09c7 \u09b6\u09c1\u09b0\u09c1 \u0995\u09b0\u09c1\u09a8\u0964 \u098f\u0997\u09c1\u09b2\u09bf \u0986\u09aa\u09a8\u09be\u09b0 \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u09b8\u09b0\u099e\u09cd\u099c\u09be\u09ae \u098f\u09ac\u0982 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf \u09aa\u09b0\u09bf\u099a\u09be\u09b2\u09a8\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u09ae\u09cc\u09b2\u09bf\u0995\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"creating-a-virtual-environment\">\u098f\u0995\u099f\u09bf \u09ad\u09be\u09b0\u09cd\u099a\u09c1\u09af\u09bc\u09be\u09b2 \u09aa\u09b0\u09bf\u09ac\u09c7\u09b6 \u09a4\u09c8\u09b0\u09bf \u0995\u09b0\u09be<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u09aa\u09be\u0987\u09a5\u09a8\u09c7\u09b0 \u098f\u0995\u099f\u09bf \u09ad\u09be\u09b0\u09cd\u099a\u09c1\u09af\u09bc\u09be\u09b2 \u09aa\u09b0\u09bf\u09ac\u09c7\u09b6 \u0997\u09cd\u09b2\u09cb\u09ac\u09be\u09b2 \u09aa\u09be\u0987\u09a5\u09a8 \u0987\u09a8\u09b8\u09cd\u099f\u09b2\u09c7\u09b6\u09a8 \u09a5\u09c7\u0995\u09c7 \u0986\u09aa\u09a8\u09be\u09b0 \u09aa\u09cd\u09b0\u0995\u09b2\u09cd\u09aa\u09c7\u09b0 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf\u0997\u09c1\u09b2\u09bf\u0995\u09c7 \u09ac\u09bf\u099a\u09cd\u099b\u09bf\u09a8\u09cd\u09a8 \u0995\u09b0\u09c7\u0964 \u09aa\u09be\u0987\u09a5\u09a8 \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0 \u0995\u09b0\u09c1\u09a8 <code data-no-translation=\"\">venv<\/code> \u0985\u09a5\u09ac\u09be <code data-no-translation=\"\">virtualenv<\/code> \u098f\u0995\u099f\u09bf \u09a4\u09c8\u09b0\u09bf \u0995\u09b0\u09a4\u09c7 \u09aa\u09cd\u09af\u09be\u0995\u09c7\u099c\u0964 \u098f\u0987 \u0985\u09a8\u09c1\u09b6\u09c0\u09b2\u09a8\u099f\u09bf \u09a8\u09bf\u09b6\u09cd\u099a\u09bf\u09a4 \u0995\u09b0\u09c7 \u09af\u09c7 \u09ac\u09bf\u09ad\u09bf\u09a8\u09cd\u09a8 \u09aa\u09cd\u09b0\u0995\u09b2\u09cd\u09aa\u09c7\u09b0 \u09a8\u09bf\u099c\u09b8\u09cd\u09ac \u09a8\u09bf\u09b0\u09cd\u09ad\u09b0\u09a4\u09be\u09b0 \u09a8\u09bf\u099c\u09b8\u09cd\u09ac \u09b8\u09c7\u099f \u09b0\u09af\u09bc\u09c7\u099b\u09c7\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"essential-python-libraries-for-web-scraping\">\u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u09aa\u09cd\u09b0\u09af\u09bc\u09cb\u099c\u09a8\u09c0\u09af\u09bc \u09aa\u09be\u0987\u09a5\u09a8 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u09aa\u09be\u0987\u09a5\u09a8\u09c7\u09b0 \u09ac\u09bf\u09b8\u09cd\u09a4\u09c3\u09a4 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf \u0987\u0995\u09cb\u09b8\u09bf\u09b8\u09cd\u099f\u09c7\u09ae \u098f\u099f\u09bf\u0995\u09c7 \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u0995\u09be\u099c\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u0986\u09b2\u09be\u09a6\u09be \u0995\u09b0\u09c7\u0964 \u09ae\u09c2\u09b2 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf \u0985\u09a8\u09cd\u09a4\u09b0\u09cd\u09ad\u09c1\u0995\u09cd\u09a4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u09b8\u09c1\u09a8\u09cd\u09a6\u09b0 \u09b8\u09cd\u09af\u09c1\u09aa<\/strong>: HTML \u098f\u09ac\u0982 XML \u09a8\u09a5\u09bf \u09aa\u09be\u09b0\u09cd\u09b8 \u0995\u09b0\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u098f\u0995\u099f\u09bf \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0\u0995\u09be\u09b0\u09c0-\u09ac\u09be\u09a8\u09cd\u09a7\u09ac \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf\u0964<\/li>\n\n\n\n<li><strong>\u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf<\/strong>: \u09ac\u09a1\u09bc \u0986\u0995\u09be\u09b0\u09c7\u09b0 \u09a1\u09c7\u099f\u09be \u09a8\u09bf\u09b7\u09cd\u0995\u09be\u09b6\u09a8 \u098f\u09ac\u0982 \u0993\u09af\u09bc\u09c7\u09ac \u0995\u09cd\u09b0\u09b2\u09be\u09b0 \u09a4\u09c8\u09b0\u09bf\u09b0 \u099c\u09a8\u09cd\u09af \u0986\u09a6\u09b0\u09cd\u09b6\u0964<\/li>\n\n\n\n<li><strong>\u09b8\u09c7\u09b2\u09c7\u09a8\u09bf\u09af\u09bc\u09be\u09ae<\/strong>: \u0993\u09af\u09bc\u09c7\u09ac \u09ac\u09cd\u09b0\u09be\u0989\u099c\u09be\u09b0 \u09b8\u09cd\u09ac\u09af\u09bc\u0982\u0995\u09cd\u09b0\u09bf\u09af\u09bc \u0995\u09b0\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u098f\u0995\u099f\u09bf \u099f\u09c1\u09b2, \u0997\u09a4\u09bf\u09b6\u09c0\u09b2 \u0993\u09af\u09bc\u09c7\u09ac\u09b8\u09be\u0987\u099f\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u0989\u09aa\u09af\u09c1\u0995\u09cd\u09a4\u0964<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"understanding-the-basics-of-html-css-and-java-script\">\u098f\u0987\u099a\u099f\u09bf\u098f\u09ae\u098f\u09b2, \u09b8\u09bf\u098f\u09b8\u098f\u09b8 \u098f\u09ac\u0982 \u099c\u09be\u09ad\u09be\u09b8\u09cd\u0995\u09cd\u09b0\u09bf\u09aa\u09cd\u099f\u09c7\u09b0 \u09ae\u09cc\u09b2\u09bf\u0995 \u09ac\u09bf\u09b7\u09af\u09bc\u0997\u09c1\u09b2\u09bf \u09ac\u09cb\u099d\u09be<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-1200x675.jpg\" alt=\"\" class=\"wp-image-921784\" title=\"\" srcset=\"https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-1200x675.jpg 1200w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-600x338.jpg 600w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-150x84.jpg 150w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-768x432.jpg 768w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-1536x864.jpg 1536w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-scaled.jpg 2048w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/sAoCiN5p1wXDpcMSlMgDvdv6ejF7SWbgMIvWRSfn-2x-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0993\u09af\u09bc\u09c7\u09ac \u09aa\u09c3\u09b7\u09cd\u09a0\u09be\u0997\u09c1\u09b2\u09bf\u09b0 \u0997\u09a0\u09a8 \u09ac\u09cb\u099d\u09be \u0995\u09be\u09b0\u09cd\u09af\u0995\u09b0 \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982\u09af\u09bc\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u09ae\u09cc\u09b2\u09bf\u0995\u0964 HTML \u09ac\u09bf\u09b7\u09af\u09bc\u09ac\u09b8\u09cd\u09a4\u09c1 \u0997\u09a0\u09a8 \u0995\u09b0\u09c7, CSS \u0989\u09aa\u09b8\u09cd\u09a5\u09be\u09aa\u09a8\u09be \u09a8\u09bf\u09af\u09bc\u09c7 \u0995\u09be\u099c \u0995\u09b0\u09c7 \u098f\u09ac\u0982 \u099c\u09be\u09ad\u09be\u09b8\u09cd\u0995\u09cd\u09b0\u09bf\u09aa\u09cd\u099f \u0987\u09a8\u09cd\u099f\u09be\u09b0\u0985\u09cd\u09af\u09be\u0995\u09cd\u099f\u09bf\u09ad\u09bf\u099f\u09bf \u09af\u09cb\u0997 \u0995\u09b0\u09c7\u0964 \u0993\u09af\u09bc\u09c7\u09ac \u09aa\u09c3\u09b7\u09cd\u09a0\u09be\u09b0 \u0989\u09aa\u09be\u09a6\u09be\u09a8\u0997\u09c1\u09b2\u09bf \u09aa\u09b0\u09bf\u09a6\u09b0\u09cd\u09b6\u09a8 \u0995\u09b0\u09a4\u09c7 \u09ac\u09cd\u09b0\u09be\u0989\u099c\u09be\u09b0 \u09ac\u09bf\u0995\u09be\u09b6\u0995\u09be\u09b0\u09c0 \u09b8\u09b0\u099e\u09cd\u099c\u09be\u09ae\u0997\u09c1\u09b2\u09bf \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0 \u0995\u09b0\u09c1\u09a8, \u0986\u09aa\u09a8\u09be\u0995\u09c7 DOM (\u09a1\u0995\u09c1\u09ae\u09c7\u09a8\u09cd\u099f \u0985\u09ac\u099c\u09c7\u0995\u09cd\u099f \u09ae\u09a1\u09c7\u09b2) \u09ac\u09c1\u099d\u09a4\u09c7 \u098f\u09ac\u0982 \u0986\u09aa\u09a8\u09be\u0995\u09c7 \u09af\u09c7 \u09a1\u09c7\u099f\u09be \u09ac\u09c7\u09b0 \u0995\u09b0\u09a4\u09c7 \u09b9\u09ac\u09c7 \u09a4\u09be \u09b8\u09a8\u09be\u0995\u09cd\u09a4 \u0995\u09b0\u09a4\u09c7 \u09b8\u09b9\u09be\u09af\u09bc\u09a4\u09be \u0995\u09b0\u09c7\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"web-scraping-techniques-with-python\">\u09aa\u09be\u0987\u09a5\u09a8\u09c7\u09b0 \u09b8\u09be\u09a5\u09c7 \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u0995\u09cc\u09b6\u09b2<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u098f\u0987 \u09ac\u09bf\u09ad\u09be\u0997\u099f\u09bf \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u0995\u09be\u099c\u09c7\u09b0 \u099c\u09a8\u09cd\u09af \u09aa\u09be\u0987\u09a5\u09a8 \u09b2\u09be\u0987\u09ac\u09cd\u09b0\u09c7\u09b0\u09bf\u09b0 \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0\u09bf\u0995 \u09aa\u09cd\u09b0\u09af\u09bc\u09cb\u0997\u0995\u09c7 \u0995\u09ad\u09be\u09b0 \u0995\u09b0\u09c7\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"data-extraction-with-beautiful-soup\">\u09ac\u09bf\u0989\u099f\u09bf\u09ab\u09c1\u09b2 \u09b8\u09cd\u09af\u09c1\u09aa\u09c7\u09b0 \u09b8\u09be\u09a5\u09c7 \u09a1\u09c7\u099f\u09be \u098f\u0995\u09cd\u09b8\u099f\u09cd\u09b0\u09be\u0995\u09b6\u09a8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">BeautifulSoup HTML \u098f\u09ac\u0982 XML \u09aa\u09be\u09b0\u09cd\u09b8 \u0995\u09b0\u09be\u09b0 \u09aa\u09cd\u09b0\u0995\u09cd\u09b0\u09bf\u09af\u09bc\u09be\u0995\u09c7 \u09b8\u09b9\u099c \u0995\u09b0\u09c7\u0964 \u098f\u099f\u09bf \u098f\u0995\u099f\u09bf \u0993\u09af\u09bc\u09c7\u09ac\u09aa\u09c3\u09b7\u09cd\u09a0\u09be\u09b0 \u0995\u09be\u09a0\u09be\u09ae\u09cb\u09b0 \u09b8\u09b9\u099c\u09c7 \u09a8\u09c7\u09ad\u09bf\u0997\u09c7\u09b6\u09a8 \u0995\u09b0\u09be\u09b0 \u0985\u09a8\u09c1\u09ae\u09a4\u09bf \u09a6\u09c7\u09af\u09bc, \u0986\u09aa\u09a8\u09be\u0995\u09c7 \u09a6\u0995\u09cd\u09b7\u09a4\u09be\u09b0 \u09b8\u09be\u09a5\u09c7 \u09aa\u09cd\u09b0\u09af\u09bc\u09cb\u099c\u09a8\u09c0\u09af\u09bc \u09a1\u09c7\u099f\u09be \u09ac\u09c7\u09b0 \u0995\u09b0\u09a4\u09c7 \u09b8\u0995\u09cd\u09b7\u09ae \u0995\u09b0\u09c7\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"navigating-and-parsing-with-scrapy\">\u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf \u09a6\u09bf\u09af\u09bc\u09c7 \u09a8\u09c7\u09ad\u09bf\u0997\u09c7\u099f\u09bf\u0982 \u098f\u09ac\u0982 \u09aa\u09be\u09b0\u09cd\u09b8\u09bf\u0982<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf, \u098f\u0995\u099f\u09bf \u09b6\u0995\u09cd\u09a4\u09bf\u09b6\u09be\u09b2\u09c0 \u09aa\u09be\u0987\u09a5\u09a8 \u09ab\u09cd\u09b0\u09c7\u09ae\u0993\u09af\u09bc\u09be\u09b0\u09cd\u0995, \u0993\u09af\u09bc\u09c7\u09ac\u09b8\u09be\u0987\u099f\u0997\u09c1\u09b2\u09bf \u09a5\u09c7\u0995\u09c7 \u09a1\u09c7\u099f\u09be \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa \u098f\u09ac\u0982 \u09ac\u09c7\u09b0 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\u0986\u09a7\u09c1\u09a8\u09bf\u0995 \u0993\u09af\u09bc\u09c7\u09ac\u09b8\u09be\u0987\u099f \u0995\u09a8\u09cd\u099f\u09c7\u09a8\u09cd\u099f \u09b2\u09cb\u09a1 \u0995\u09b0\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u09aa\u09c7\u099c\u09bf\u09a8\u09c7\u09b6\u09a8 \u098f\u09ac\u0982 AJAX \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0 \u0995\u09b0\u09c7\u0964 \u098f\u0997\u09c1\u09b2\u09bf \u09aa\u09b0\u09bf\u099a\u09be\u09b2\u09a8\u09be\u09b0 \u0995\u09cc\u09b6\u09b2\u0997\u09c1\u09b2\u09bf\u09b0 \u09ae\u09a7\u09cd\u09af\u09c7 \u09b0\u09af\u09bc\u09c7\u099b\u09c7 \u09b8\u09c7\u09b2\u09c7\u09a8\u09bf\u09af\u09bc\u09be\u09ae\u09c7\u09b0 \u09b8\u09be\u09a5\u09c7 \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0\u0995\u09be\u09b0\u09c0\u09b0 \u0995\u09cd\u09b0\u09bf\u09af\u09bc\u09be\u0997\u09c1\u09b2\u09bf \u0985\u09a8\u09c1\u0995\u09b0\u09a3 \u0995\u09b0\u09be \u09ac\u09be \u09b8\u09b0\u09be\u09b8\u09b0\u09bf API \u0995\u09b2 \u0995\u09b0\u09be\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"using-proxies-and-rotating-user-agents\">\u09aa\u09cd\u09b0\u0995\u09cd\u09b8\u09bf \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0 \u0995\u09b0\u09be \u098f\u09ac\u0982 \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0\u0995\u09be\u09b0\u09c0 \u098f\u099c\u09c7\u09a8\u09cd\u099f \u0998\u09cb\u09b0\u09be\u09a8\u09cb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u09aa\u09cd\u09b0\u0995\u09cd\u09b8\u09bf \u098f\u09ac\u0982 \u0998\u09cb\u09b0\u09be\u09a8\u09cb \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0\u0995\u09be\u09b0\u09c0 \u098f\u099c\u09c7\u09a8\u09cd\u099f \u09ac\u09cd\u09af\u09ac\u09b9\u09be\u09b0 \u0995\u09b0\u09c7 \u09b8\u09a8\u09be\u0995\u09cd\u09a4\u0995\u09b0\u09a3 \u098f\u09ac\u0982 \u0986\u0987\u09aa\u09bf \u09ac\u09cd\u09af\u09be\u09a8 \u098f\u09a1\u09bc\u09bf\u09af\u09bc\u09c7 \u099a\u09b2\u09c1\u09a8\u0964 \u098f\u0987 \u0995\u09cc\u09b6\u09b2\u099f\u09bf \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 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\u09b2\u09c7\u0996\u09be\u09b0 \u099c\u09a8\u09cd\u09af \u09b8\u09b0\u09cd\u09ac\u09cb\u09a4\u09cd\u09a4\u09ae \u0985\u09ad\u09cd\u09af\u09be\u09b8\u0997\u09c1\u09b2\u09bf \u0995\u09ad\u09be\u09b0 \u0995\u09b0\u09c7, \u098f\u09ac\u0982 \u0995\u09c0\u09ad\u09be\u09ac\u09c7 \u098f\u0995\u099f\u09bf \u0993\u09af\u09bc\u09c7\u09ac\u09b8\u09be\u0987\u099f\u09c7\u09b0 robots.txt \u09ab\u09be\u0987\u09b2\u09c7\u09b0 \u09b8\u09be\u09a5\u09c7 \u0985-\u09b8\u09ae\u09cd\u09ae\u09a4\u09bf \u09ac\u09be \u0985\u09cd\u09af\u09be\u09a8\u09cd\u099f\u09bf-\u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u09aa\u09cd\u09b0\u0995\u09cd\u09b0\u09bf\u09af\u09bc\u09be \u099f\u09cd\u09b0\u09bf\u0997\u09be\u09b0 \u0995\u09b0\u09be\u09b0 \u09ae\u09a4\u09cb \u09b8\u09be\u09a7\u09be\u09b0\u09a3 \u09b8\u09ae\u09b8\u09cd\u09af\u09be\u0997\u09c1\u09b2\u09bf \u098f\u09a1\u09bc\u09be\u09a8\u09cb \u09af\u09be\u09af\u09bc\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"685\" src=\"https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-1200x685.jpg\" alt=\"\" class=\"wp-image-921785\" title=\"\" srcset=\"https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-1200x685.jpg 1200w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-600x342.jpg 600w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-150x86.jpg 150w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-768x438.jpg 768w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-1536x877.jpg 1536w, https:\/\/proxyelite.info\/wp-content\/uploads\/2024\/02\/Ji1wN4zmWu8M9vyvxrXoJnCnr8wsPZbnMApU2DI9-2x-scaled.jpg 2048w, 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\u099a\u09be\u09b2\u09bf\u09af\u09bc\u09c7 \u09af\u09c7\u09a4\u09c7, \u0985\u09a8\u09b2\u09be\u0987\u09a8 \u09b8\u09ae\u09cd\u09aa\u09cd\u09b0\u09a6\u09be\u09af\u09bc\u09c7\u09b0 \u09b8\u09be\u09a5\u09c7 \u09af\u09c1\u0995\u09cd\u09a4 \u09b9\u09a8, \u09aa\u09be\u0987\u09a5\u09a8 \u0993\u09af\u09bc\u09c7\u09ac \u09b8\u09cd\u0995\u09cd\u09b0\u09cd\u09af\u09be\u09aa\u09bf\u0982 \u099f\u09bf\u0989\u099f\u09cb\u09b0\u09bf\u09af\u09bc\u09be\u09b2 \u0985\u09a8\u09c1\u09b8\u09b0\u09a3 \u0995\u09b0\u09c1\u09a8 \u098f\u09ac\u0982 \u09ac\u09bf\u09ad\u09bf\u09a8\u09cd\u09a8 \u09aa\u09cd\u09b0\u0995\u09b2\u09cd\u09aa \u09a8\u09bf\u09af\u09bc\u09c7 \u09aa\u09b0\u09c0\u0995\u09cd\u09b7\u09be \u0995\u09b0\u09c1\u09a8\u0964<\/p>","protected":false},"excerpt":{"rendered":"<p>In the digital era, Python has emerged as a leading tool for web scraping, offering a versatile and efficient approach to data extraction. This tutorial delves into the essentials of Python web scraping, tailored to provide both beginners and experienced programmers with a comprehensive understanding of this powerful technique. Setting Up Your Python Environment for [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":921782,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-921781","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"_links":{"self":[{"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/posts\/921781","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/comments?post=921781"}],"version-history":[{"count":0,"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/posts\/921781\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/media\/921782"}],"wp:attachment":[{"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/media?parent=921781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/categories?post=921781"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/proxyelite.info\/bn\/wp-json\/wp\/v2\/tags?post=921781"}],"curies":[{"name":"\u09a1\u09ac\u09cd\u09b2\u09bf\u0989\u09aa\u09bf","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}