{"id":65490,"date":"2024-06-07T03:53:45","date_gmt":"2024-06-07T00:23:45","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/"},"modified":"2024-06-07T03:53:45","modified_gmt":"2024-06-07T00:23:45","slug":"%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/","title":{"rendered":"\u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647 \u0627\u0632 WhoScored: \u067e\u0631\u0648\u0698\u0647 \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u0648\u0628 \u0628\u0627 \u0633\u0644\u0646\u06cc\u0648\u0645"},"content":{"rendered":"<p><\/p>\n<div data-article-id=\"1879673\" id=\"article-body\">\n<p>\u0686\u0646\u062f \u0648\u0642\u062a \u067e\u06cc\u0634\u060c \u067e\u0633\u062a\u06cc \u062f\u0631 dev.to \u062f\u0631 \u0645\u0648\u0631\u062f Web Scraping \u0628\u0627 Python\u060c BeautifulSoup \u0648 Requests \u0646\u0648\u0634\u062a\u0645.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u0633\u062a \u06cc\u06a9 \u0646\u0645\u0627\u06cc \u06a9\u0644\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0627\u06a9\u062b\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f\u060c \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a.  \u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f \u06a9\u0647 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u0646\u062f.  \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc\u060c \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u067e\u0631\u0647\u06cc\u0632 \u0627\u0632 \u0631\u0628\u0627\u062a \u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627\u0639\u062b \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0633\u0631\u0648\u0631 \u0634\u0648\u0646\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u0646\u062f \u0648 \u0628\u062f\u0648\u0646 \u0627\u0639\u062a\u0628\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u0648\u062c\u0648\u062f \u0627\u06cc\u0646 \u062d\u0641\u0627\u0638\u062a \u0647\u0627\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u062f\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646\u060c \u062a\u0633\u062a \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628 \u0636\u0631\u0648\u0631\u06cc \u0628\u0627\u0634\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u060c \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627\u06cc\u06cc \u0628\u0627 \u0645\u062d\u0627\u0641\u0638\u062a \u0647\u0627\u06cc \u0636\u062f \u062e\u0632\u0646\u062f\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0644\u0646\u06cc\u0648\u0645 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06a9\u0627\u0646\u06cc\u0633\u0645\u200c\u0647\u0627\u06cc \u062d\u0641\u0627\u0638\u062a\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.  \u0633\u0644\u0646\u06cc\u0648\u0645 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0639\u0627\u0645\u0644 \u0627\u0646\u0633\u0627\u0646 \u0628\u0627 \u0635\u0641\u062d\u0627\u062a \u0648\u0628 \u0631\u0627 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0632 \u0628\u0631\u062e\u06cc \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0639\u0645\u0627\u0644\u200c\u0634\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e \u0648\u0628 \u0633\u0646\u062a\u06cc \u0639\u0628\u0648\u0631 \u06a9\u0646\u06cc\u062f.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u062a\u063a\u06cc\u06cc\u0631 \u0648\u0636\u0639\u06cc\u062a \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D8%A7%D9%84%D8%B2%D8%A7%D9%85%D8%A7%D8%AA_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%88_%D9%86%D8%B5%D8%A8\" >\u0627\u0644\u0632\u0627\u0645\u0627\u062a \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0648 \u0646\u0635\u0628<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%86%D8%B5%D8%A8_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%D9%85%D9%88%D8%B1%D8%AF_%D9%86%DB%8C%D8%A7%D8%B2\" >\u0646\u0635\u0628 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%86%D8%B5%D8%A8_%D8%B3%D9%84%D9%86%DB%8C%D9%88%D9%85\" >\u0646\u0635\u0628 \u0633\u0644\u0646\u06cc\u0648\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%86%D8%B5%D8%A8_%D8%B3%D9%88%D9%BE_%D8%B2%DB%8C%D8%A8%D8%A7\" >\u0646\u0635\u0628 \u0633\u0648\u067e \u0632\u06cc\u0628\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%86%D8%B5%D8%A8_%D9%BE%D8%A7%D9%86%D8%AF%D8%A7\" >\u0646\u0635\u0628 \u067e\u0627\u0646\u062f\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D8%AF%D8%A7%D9%86%D9%84%D9%88%D8%AF_WebDriver\" >\u062f\u0627\u0646\u0644\u0648\u062f WebDriver<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%BE%DB%8C%D8%A7%D8%AF%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C\" >\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%85%D8%AE%D8%B2%D9%86\" >\u0645\u062e\u0632\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/%d8%af%d8%b1%db%8c%d8%a7%d9%81%d8%aa-%d8%af%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-whoscored-%d9%be%d8%b1%d9%88%da%98%d9%87-%d8%ae%d8%b1%d8%a7%d8%b4-%d8%af%d8%a7%d8%af%d9%86-%d9%88%d8%a8-%d8%a8%d8%a7-%d8%b3\/#%D9%85%D9%84%D8%A7%D8%AD%D8%B8%D8%A7%D8%AA_%D9%86%D9%87%D8%A7%DB%8C%DB%8C\" >\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0646\u0647\u0627\u06cc\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%D8%B2%D8%A7%D9%85%D8%A7%D8%AA_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%88_%D9%86%D8%B5%D8%A8\"><\/span>\n<p>  \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0648 \u0646\u0635\u0628<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639 \u062a\u0648\u0644\u06cc\u062f \u062e\u0648\u062f \u06a9\u062f\u060c \u0628\u0627\u06cc\u062f \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u0647\u0645\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u062f\u0627\u0631\u06cc\u0645.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0634\u0631\u0627\u06cc\u0637 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%D9%86%D8%B5%D8%A8_%D8%A7%D8%A8%D8%B2%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%D9%85%D9%88%D8%B1%D8%AF_%D9%86%DB%8C%D8%A7%D8%B2\"><\/span>\n<p>  \u0646\u0635\u0628 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"%D9%86%D8%B5%D8%A8_%D8%B3%D9%84%D9%86%DB%8C%D9%88%D9%85\"><\/span>\n<p>  \u0646\u0635\u0628 \u0633\u0644\u0646\u06cc\u0648\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0633\u0644\u0646\u06cc\u0648\u0645 \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u0631\u0648\u0631\u06af\u0631\u0647\u0627\u06cc \u0648\u0628 \u0627\u0633\u062a.  \u0633\u0644\u0646\u06cc\u0648\u0645 \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u0627\u0642\u062f\u0627\u0645\u0627\u062a\u06cc \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u06a9\u0644\u06cc\u06a9 \u06a9\u0631\u062f\u0646 \u0631\u0648\u06cc \u062f\u06a9\u0645\u0647\u200c\u0647\u0627\u060c \u067e\u0631 \u06a9\u0631\u062f\u0646 \u0641\u0631\u0645\u200c\u0647\u0627\u060c \u067e\u06cc\u0645\u0627\u06cc\u0634 \u0628\u06cc\u0646 \u0635\u0641\u062d\u0627\u062a \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u200c\u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u062d\u0641\u0627\u0638\u062a \u0636\u062f \u062e\u0632\u0646\u062f\u0647.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0633\u0644\u0646\u06cc\u0648\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 pip \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>pip <span class=\"nb\">install <\/span>selenium\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h4><span class=\"ez-toc-section\" id=\"%D9%86%D8%B5%D8%A8_%D8%B3%D9%88%D9%BE_%D8%B2%DB%8C%D8%A8%D8%A7\"><\/span>\n<p>  \u0646\u0635\u0628 \u0633\u0648\u067e \u0632\u06cc\u0628\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 BeautifulSoup \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc HTML \u0648 XML \u0627\u0633\u062a.  \u0645\u0631\u0648\u0631\u060c \u062c\u0633\u062a\u062c\u0648\u060c \u0648 \u0627\u0635\u0644\u0627\u062d \u0627\u0633\u0646\u0627\u062f HTML \u0648 XML \u0631\u0627 \u0633\u0627\u062f\u0647 \u0648 \u0645\u0648\u062b\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 BeautifulSoup \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 pip \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>pip <span class=\"nb\">install <\/span>beautifulsoup4\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h4><span class=\"ez-toc-section\" id=\"%D9%86%D8%B5%D8%A8_%D9%BE%D8%A7%D9%86%D8%AF%D8%A7\"><\/span>\n<p>  \u0646\u0635\u0628 \u067e\u0627\u0646\u062f\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Pandas \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u0634\u0647\u0648\u062f\u06cc \u062a\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Pandas \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 pip \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight shell\"><code>pip <span class=\"nb\">install <\/span>pandas\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h4><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D9%86%D9%84%D9%88%D8%AF_WebDriver\"><\/span>\n<p>  \u062f\u0627\u0646\u0644\u0648\u062f WebDriver<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u0627\u0628\u0632\u0627\u0631 \u0633\u0644\u0646\u06cc\u0648\u0645 \u0627\u0632 \u062f\u0631\u0627\u06cc\u0648\u0631\u0647\u0627\u06cc \u0648\u0628 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0641\u0639\u0627\u0644\u06cc\u062a \u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  WebDriver \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0633\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631\u0647\u0627\u06cc \u0648\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u06cc\u0646 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 (\u0645\u0627\u0646\u0646\u062f \u06a9\u0631\u0648\u0645\u060c \u0641\u0627\u06cc\u0631\u0641\u0627\u06a9\u0633 \u06cc\u0627 \u0633\u0627\u0641\u0627\u0631\u06cc) \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u0646\u062f \u0648 \u062a\u0639\u0627\u0645\u0644 \u0648\u0627\u0642\u0639\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u0646\u062f.  \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 WebDriver \u0647\u0627 Selenium WebDriver \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u0627\u0646\u0646\u062f Python\u060c Java \u0648 C# \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>ChromeDriver \u06cc\u06a9 \u062c\u0632\u0621 \u062e\u0627\u0635 \u0627\u0632 Selenium WebDriver \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0645\u0631\u0648\u0631\u06af\u0631 Google Chrome \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u06cc\u062f.  \u0627\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0644\u06cc \u0628\u06cc\u0646 Selenium WebDriver \u0648 \u0645\u0631\u0648\u0631\u06af\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u062a\u0633\u062a \u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u062f\u0631 \u06a9\u0631\u0648\u0645 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0644\u0648\u062f \u0627\u0628\u0632\u0627\u0631\u060c \u0628\u0627\u06cc\u062f \u0628\u0647 \u0633\u0627\u06cc\u062a \u062f\u0627\u0646\u0644\u0648\u062f \u06af\u0648\u06af\u0644 \u06a9\u0631\u0648\u0645 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u0648 \u0646\u0633\u062e\u0647 \u06a9\u0631\u0648\u0645\u062f\u0631\u0627\u06cc\u0648\u0631 \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u062e\u0648\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media.dev.to\/cdn-cgi\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fn0xl102hf411p98ghprk.png\" alt=\"\u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u062f\u0631\u0627\u06cc\u0648\u0631 Chrome \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a\" loading=\"lazy\" width=\"800\" height=\"435\" title=\"\"><br \/><em>\u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u062f\u0631\u0627\u06cc\u0648\u0631 Chrome \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a<\/em><\/p>\n<p>\u067e\u0633 \u0627\u0632 \u062f\u0627\u0646\u0644\u0648\u062f \u0641\u0627\u06cc\u0644 \u0641\u0634\u0631\u062f\u0647 \u0645\u0631\u0628\u0648\u0637\u0647\u060c \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0631\u0627 \u0627\u06a9\u0633\u062a\u0631\u06a9\u062a \u06a9\u0631\u062f\u0647 \u0648 \u0645\u06a9\u0627\u0646 \u0641\u0627\u06cc\u0644 chromedriver.exe \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0632\u06cc\u0631\u0627 \u0628\u0639\u062f\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%A7%D8%AF%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C\"><\/span>\n<p>  \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0645\u0627 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u0642\u0637\u0639\u0647 \u06a9\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0627\u06cc\u0646 \u0642\u0637\u0639\u0647 BeautifulSoup\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Selenium \u0648 Pandas \u0631\u0627 \u0648\u0627\u0631\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">from<\/span> <span class=\"n\">bs4<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">BeautifulSoup<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">selenium.webdriver.chrome.service<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">Service<\/span>\n<span class=\"kn\">from<\/span> <span class=\"n\">selenium<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">webdriver<\/span>\n<span class=\"kn\">import<\/span> <span class=\"n\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0648\u0627\u0631\u062f \u0634\u062f\u0647\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0631\u0627\u06cc\u0648\u0631 \u0648\u0628 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0635\u0641\u062d\u0627\u062a \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc\u060c \u0633\u0627\u0632\u0646\u062f\u0647 Selenium WebDriver \u0628\u0647 \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f &#8211; \u0633\u0631\u0648\u06cc\u0633\u060c \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0631\u0648\u06cc\u0633 WebDriver \u0628\u0631\u0627\u06cc Chrome \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u0627\u062c\u0631\u0627\u06cc\u06cc ChromeDriver \u0648 \u062a\u0639\u0631\u06cc\u0641 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc.  \u0648 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0645\u0631\u0648\u0631\u06af\u0631 \u06a9\u0631\u0648\u0645.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062f\u0631 \u06af\u0632\u06cc\u062f\u0647 \u0632\u06cc\u0631\u060c \u0645\u0627 \u0634\u06cc\u0621 \u062e\u0648\u062f \u0631\u0627 \u06a9\u0647 \u0645\u0633\u0626\u0648\u0644 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0648 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0635\u0641\u062d\u0647 \u0627\u0633\u062a\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u0646\u0645\u0648\u0646\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">chrome_options<\/span> <span class=\"o\">=<\/span> <span class=\"n\">webdriver<\/span><span class=\"p\">.<\/span><span class=\"n\">chrome<\/span><span class=\"p\">.<\/span><span class=\"n\">options<\/span><span class=\"p\">.<\/span><span class=\"nc\">Options<\/span><span class=\"p\">()<\/span>\n<span class=\"n\">chrome_driver<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">endereco\/do\/arquivo\/chromedriver.exe<\/span><span class=\"sh\">\"<\/span>\n<span class=\"n\">service_to_pass<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Service<\/span><span class=\"p\">(<\/span><span class=\"n\">executable_path<\/span><span class=\"o\">=<\/span><span class=\"n\">chrome_driver<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">wd<\/span> <span class=\"o\">=<\/span> <span class=\"n\">webdriver<\/span><span class=\"p\">.<\/span><span class=\"nc\">Chrome<\/span><span class=\"p\">(<\/span><span class=\"n\">service<\/span><span class=\"o\">=<\/span><span class=\"n\">service_to_pass<\/span><span class=\"p\">,<\/span> <span class=\"n\">options<\/span><span class=\"o\">=<\/span><span class=\"n\">chrome_options<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062d\u0627\u0644 \u0628\u0631\u0627\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 \u0627\u0632 \u0635\u0641\u062d\u0647 \u0645\u0648\u0631\u062f \u0646\u0638\u0631\u0645\u0627\u0646 \u0627\u0642\u062f\u0627\u0645 \u0644\u0627\u0632\u0645 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u0645\u062a\u062f get() \u0634\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u0645\u062a\u062f \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u0633\u0626\u0648\u0644\u06cc\u062a \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0631\u0627 \u0628\u0631 \u0639\u0647\u062f\u0647 \u062f\u0627\u0631\u062f.  \u0628\u0639\u062f\u0627\u064b \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0634\u06cc WebDriver \u0628\u0647 \u0646\u0627\u0645 page_source \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u06a9\u062f \u0645\u0646\u0628\u0639 (\u0645\u062d\u062a\u0648\u0627\u06cc) \u0635\u0641\u062d\u0647 \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0628\u0627\u06cc\u062f \u0622\u062f\u0631\u0633 \u0635\u0641\u062d\u0647 \u0627\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0647 \u0622\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f\u060c \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u06cc\u062f.  \u062f\u0631 \u067e\u0631\u0648\u0698\u0647 \u0627\u0632 \u0648\u0628 \u0633\u0627\u06cc\u062a www.whoscored.com \u0645\u062e\u0635\u0648\u0635\u0627 \u0635\u0641\u062d\u0647 \u0622\u0645\u0627\u0631 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0645.  \u0627\u06cc\u0646 \u0648\u0628 \u0633\u0627\u06cc\u062a \u062f\u0627\u0631\u0627\u06cc \u062d\u0641\u0627\u0638\u062a \u0636\u062f \u062e\u0632\u0646\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u06cc \u062a\u0648\u0627\u0646 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0627\u0628\u0632\u0627\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media.dev.to\/cdn-cgi\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fp00348l8nbqx9qb0vd6p.png\" alt=\"\u0635\u0641\u062d\u0647 \u0628\u062f\u0648\u0646 \u0622\u0645\u0648\u0632\u0634\" loading=\"lazy\" width=\"800\" height=\"399\" title=\"\"><br \/><em>\u0635\u0641\u062d\u0647 \u0628\u062f\u0648\u0646 \u0622\u0645\u0648\u0632\u0634<\/em><\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">URL_BASE<\/span> <span class=\"o\">=<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">https:\/\/www.whoscored.com\/Statistics<\/span><span class=\"sh\">\"<\/span>\n<span class=\"n\">wd<\/span><span class=\"p\">.<\/span><span class=\"nf\">get<\/span><span class=\"p\">(<\/span><span class=\"n\">URL_BASE<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">soup_file<\/span> <span class=\"o\">=<\/span> <span class=\"n\">wd<\/span><span class=\"p\">.<\/span><span class=\"n\">page_source<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u06a9\u0644 \u06a9\u062f HTML \u0635\u0641\u062d\u0647 \u0648\u0628 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645.  \u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 WebDriver \u0628\u0631\u0627\u06cc \u067e\u0631 \u06a9\u0631\u062f\u0646 \u0641\u0631\u0645\u200c\u0647\u0627\u060c \u06a9\u0644\u06cc\u06a9 \u0628\u0631 \u0631\u0648\u06cc \u062f\u06a9\u0645\u0647\u200c\u0647\u0627 \u06cc\u0627 \u062d\u0631\u06a9\u062a \u0628\u06cc\u0646 \u0635\u0641\u062d\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0641\u0639\u0644\u06cc\u060c \u0645\u0646 \u0641\u0642\u0637 \u067e\u0627\u06a9 \u06a9\u0631\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u062f\u0648\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0635\u0641\u062d\u0647 \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a \u06cc\u0627\u0641\u062a\u0647 \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u0645.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc Pandas \u0648 BeautifulSoup \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0648\u0627\u0631\u062f \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.  \u0627\u06af\u0631 \u062f\u0631 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u06a9\u062f \u0632\u06cc\u0631 \u0645\u0634\u06a9\u0644 \u062f\u0627\u0631\u06cc\u062f\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0622\u0645\u0648\u0632\u0634 \u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 WebScraping \u0628\u0627\u0634\u06cc\u062f\u060c \u0632\u06cc\u0631\u0627 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u0628\u062e\u0634 \u0627\u0648\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u0627\u0645\u0644 \u0627\u0631\u0633\u0627\u0644 \u06a9\u062f \u0645\u0646\u0628\u0639 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u062c\u0632\u06cc\u0647 \u06a9\u0646\u0646\u062f\u0647 HTML BeautifulSoup \u0627\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">soup_page<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">BeautifulSoup<\/span><span class=\"p\">(<\/span><span class=\"n\">soup_file<\/span><span class=\"p\">,<\/span> <span class=\"sh\">\"<\/span><span class=\"s\">html.parser<\/span><span class=\"sh\">\"<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0648\u0627\u06a9\u0634\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.  \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0632 \u062c\u062f\u0648\u0644 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0628\u0647 \u062f\u0633\u062a \u062e\u0648\u0627\u0647\u06cc\u0645 \u0622\u0648\u0631\u062f.  \u0627\u06cc\u0646\u0647\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0644\u0627\u0635\u0647 \u0634\u062f\u0647 \u0628\u0627 20 \u0628\u0627\u0634\u06af\u0627\u0647 \u0628\u0631\u062a\u0631 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0646\u0645\u0631\u0627\u062a \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0627\u0633\u062a.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media.dev.to\/cdn-cgi\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ftvyw1a7lbhjrtszgcsao.png\" alt=\"\u062c\u062f\u0648\u0644 \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc\" loading=\"lazy\" width=\"800\" height=\"401\" title=\"\"><br \/><em>\u062c\u062f\u0648\u0644 \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc<\/em><\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u0628\u0647 \u062c\u062f\u0648\u0644 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 \u062f\u0631 HTML \u0628\u0627 \u0634\u0646\u0627\u0633\u0647 \u0622\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">main_table<\/span> <span class=\"o\">=<\/span> <span class=\"n\">soup_page<\/span><span class=\"p\">.<\/span><span class=\"nf\">find<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">div<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"sh\">'<\/span><span class=\"s\">id<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"sh\">'<\/span><span class=\"s\">top-team-stats-summary<\/span><span class=\"sh\">'<\/span><span class=\"p\">})<\/span>\n\n<span class=\"n\">team_sum_stats_table<\/span> <span class=\"o\">=<\/span> <span class=\"n\">main_table<\/span><span class=\"p\">.<\/span><span class=\"nf\">find<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">table<\/span><span class=\"sh\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"sh\">'<\/span><span class=\"s\">id<\/span><span class=\"sh\">'<\/span><span class=\"p\">:<\/span> <span class=\"sh\">'<\/span><span class=\"s\">top-team-stats-summary-grid<\/span><span class=\"sh\">'<\/span><span class=\"p\">})<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u062f\u0631 \u062c\u062f\u0648\u0644\u060c \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">team_sum_stats_header<\/span> <span class=\"o\">=<\/span> <span class=\"n\">team_sum_stats_table<\/span><span class=\"p\">.<\/span><span class=\"nf\">find_all<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">th<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"n\">header_columns<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">column_name<\/span><span class=\"p\">.<\/span><span class=\"n\">text<\/span> <span class=\"k\">for<\/span> <span class=\"n\">column_name<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">team_sum_stats_header<\/span><span class=\"p\">]<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u06a9\u062f \u0628\u0627\u0644\u0627 \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a List Comprehension \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0648\u06cc\u0698\u06af\u06cc \u0627\u0632 \u06cc\u06a9 \u0646\u062d\u0648 \u0633\u0627\u062f\u0647 \u062a\u0631 \u0648 \u062a\u0645\u06cc\u0632\u062a\u0631 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0644\u06cc\u0633\u062a \u0627\u0632 \u0644\u06cc\u0633\u062a \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u06a9\u062f \u0628\u0627\u0644\u0627 \u0645\u0639\u0627\u062f\u0644 \u06a9\u062f \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0627\u0633\u062a.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">team_sum_stats_header<\/span> <span class=\"o\">=<\/span> <span class=\"n\">team_sum_stats_table<\/span><span class=\"p\">.<\/span><span class=\"nf\">find_all<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">th<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"n\">header_columns<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">column_name<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">team_sum_stats_header<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">header_columns<\/span><span class=\"p\">.<\/span><span class=\"nf\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">column_name<\/span><span class=\"p\">.<\/span><span class=\"n\">text<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0633\u0644\u0648\u0644\u06cc \u0631\u0627 \u0627\u0632 \u062c\u062f\u0648\u0644 \u062e\u0648\u062f \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u06a9\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">team_sum_stats_body<\/span> <span class=\"o\">=<\/span> <span class=\"n\">team_sum_stats_table<\/span><span class=\"p\">.<\/span><span class=\"nf\">find<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">tbody<\/span><span class=\"sh\">'<\/span><span class=\"p\">).<\/span><span class=\"nf\">find_all<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">tr<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n\n<span class=\"n\">teams_stats<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[[<\/span><span class=\"n\">cell_value<\/span><span class=\"p\">.<\/span><span class=\"n\">text<\/span> <span class=\"k\">for<\/span> <span class=\"n\">cell_value<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">row<\/span><span class=\"p\">.<\/span><span class=\"nf\">find_all<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">td<\/span><span class=\"sh\">'<\/span><span class=\"p\">)]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">row<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">team_sum_stats_body<\/span><span class=\"p\">]<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 \u0628\u0627\u0631\u060c \u06a9\u062f \u062f\u0627\u0631\u0627\u06cc \u062f\u0648 \u062f\u0631\u06a9 \u0644\u06cc\u0633\u062a \u062a\u0648\u062f\u0631\u062a\u0648 \u0627\u0633\u062a.  \u0634\u0627\u06cc\u062f \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f\u060c \u0627\u0645\u0627 \u062f\u0631 \u0648\u0627\u0642\u0639\u06cc\u062a\u060c \u06a9\u062f \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u06a9\u062f \u0632\u06cc\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">teams_stats<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\n<span class=\"k\">for<\/span> <span class=\"n\">row<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">team_sum_stats_body<\/span><span class=\"p\">:<\/span>\n    <span class=\"n\">cells<\/span> <span class=\"o\">=<\/span> <span class=\"n\">row<\/span><span class=\"p\">.<\/span><span class=\"nf\">find_all<\/span><span class=\"p\">(<\/span><span class=\"sh\">'<\/span><span class=\"s\">td<\/span><span class=\"sh\">'<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">row_values<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\n    <span class=\"k\">for<\/span> <span class=\"n\">cell_value<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">cells<\/span><span class=\"p\">:<\/span>\n        <span class=\"n\">row_values<\/span><span class=\"p\">.<\/span><span class=\"nf\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">cell_value<\/span><span class=\"p\">.<\/span><span class=\"n\">text<\/span><span class=\"p\">)<\/span>\n    <span class=\"n\">teams_stats<\/span><span class=\"p\">.<\/span><span class=\"nf\">append<\/span><span class=\"p\">(<\/span><span class=\"n\">row_values<\/span><span class=\"p\">)<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0645\u0627 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0648 \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u06cc\u0645.  \u0633\u067e\u0633 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 DataFrame \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0632 \u06a9\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df_sum<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"nc\">DataFrame<\/span><span class=\"p\">(<\/span><span class=\"n\">teams_stats<\/span><span class=\"p\">,<\/span> <span class=\"n\">columns<\/span><span class=\"o\">=<\/span><span class=\"n\">header_columns<\/span><span class=\"p\">)<\/span>\n\n<span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">df_sum<\/span><span class=\"p\">.<\/span><span class=\"nf\">head<\/span><span class=\"p\">())<\/span>\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u06a9\u062f \u0645\u0627\u0646\u0646\u062f \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0646\u062c\u0631 \u0628\u0647 \u067e\u0646\u062c \u0631\u06a9\u0648\u0631\u062f \u0627\u0648\u0644 \u062f\u0631 \u062c\u062f\u0648\u0644 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media.dev.to\/cdn-cgi\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fml3y8mejkwey8jyakxu4.png\" alt=\"\u0646\u062a\u06cc\u062c\u0647 \u06a9\u062f \u0645\u0627\" loading=\"lazy\" width=\"800\" height=\"117\" title=\"\"><br \/><em>\u0646\u062a\u06cc\u062c\u0647 \u06a9\u062f \u0645\u0627<\/em><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%AE%D8%B2%D9%86\"><\/span>\n<p>  \u0645\u062e\u0632\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06a9\u062f \u067e\u0631\u0648\u0698\u0647 \u06a9\u0627\u0645\u0644 \u062f\u0631 \u0645\u062e\u0632\u0646 github \u0645\u0646 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%84%D8%A7%D8%AD%D8%B8%D8%A7%D8%AA_%D9%86%D9%87%D8%A7%DB%8C%DB%8C\"><\/span>\n<p>  \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0646\u0647\u0627\u06cc\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0646\u0648\u0639\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f.  \u0645\u0646 \u0634\u0645\u0627 \u0631\u0627 \u062a\u0634\u0648\u06cc\u0642 \u0645\u06cc \u06a9\u0646\u0645 \u06a9\u0647 \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u062e\u0648\u0634\u062d\u0627\u0644\u0645 \u06a9\u0647 \u0628\u0647 \u0647\u0631 \u0637\u0631\u06cc\u0642\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0645 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u0645.<\/p>\n<p>\u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0627 \u0645\u0627 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f\u060c \u0627\u06cc\u0645\u06cc\u0644 \u062e\u0648\u062f \u0631\u0627 lisandramelo34@gmail.com \u0648 \u0646\u0645\u0627\u06cc\u0647 \u0644\u06cc\u0646\u06a9\u062f\u06cc\u0646 \u062e\u0648\u062f \u0631\u0627 \u0645\u06cc \u06af\u0630\u0627\u0631\u0645.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0686\u0646\u062f \u0648\u0642\u062a \u067e\u06cc\u0634\u060c \u067e\u0633\u062a\u06cc \u062f\u0631 dev.to \u062f\u0631 \u0645\u0648\u0631\u062f Web Scraping \u0628\u0627 Python\u060c BeautifulSoup \u0648 Requests \u0646\u0648\u0634\u062a\u0645. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u0633\u062a \u06cc\u06a9 \u0646\u0645\u0627\u06cc \u06a9\u0644\u06cc \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f \u062e\u0631\u0627\u0634 \u062f\u0627\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0627\u06a9\u062b\u0631 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f\u060c \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u0628 \u0633\u0627\u06cc\u062a \u0647\u0627 \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":65491,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media.dev.to\/cdn-cgi\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fl9oaglu9onsxq6hyfjwm.jpg","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-65490","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/65490","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=65490"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/65490\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/65491"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=65490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=65490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=65490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}