{"id":13200,"date":"2023-03-21T18:56:04","date_gmt":"2023-03-21T15:26:04","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/"},"modified":"2023-03-21T18:56:04","modified_gmt":"2023-03-21T15:26:04","slug":"build-your-first-data-science-project-from-your-netflix-data-4gi0","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/","title":{"rendered":"\u0627\u0648\u0644\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc Netflix \u062e\u0648\u062f \u0628\u0633\u0627\u0632\u06cc\u062f"},"content":{"rendered":"<div data-article-id=\"1409074\" id=\"article-body\">\n<p>\u0622\u06cc\u0627 \u062f\u0631 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u062c\u062f\u06cc\u062f \u0647\u0633\u062a\u06cc\u062f\u061f  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\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc Netflix \u062e\u0648\u062f\u062a\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u062f \u0633\u0627\u062e\u062a.  \u0628\u0647\u200c\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0647\u0645\u06cc\u0634\u0647 \u0622\u0633\u0627\u0646 \u0646\u06cc\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0686\u0631\u0627 \u0648\u0642\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 Netflix \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0627\u0633\u062a\u0631\u0633 \u0631\u0627 \u062a\u062d\u0645\u0644 \u06a9\u0646\u06cc\u062f\u060c \u0632\u06cc\u0631\u0627 Netflix \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06a9\u0627\u0645\u0644 \u062a\u0645\u0627\u0634\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0639\u0644\u0645\u06cc \u062f\u0627\u062f\u0647 \u062c\u0627\u0644\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f.<\/p>\n<p>\u0645\u0627 \u0627\u0632 \u062a\u0639\u062f\u0627\u062f\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f (<strong>\u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/strong> \u0648 <strong>Matplotlib<\/strong>) \u0648 \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0627\u06cc\u062f \u067e\u0631\u0648\u0698\u0647 \u0627\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\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 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href=\"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AE%D8%A7%D9%85_%D8%B1%D8%A7_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%DA%A9%D9%86%DB%8C%D8%AF\" >\ud83c\udfaf \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%A8%DB%8C%D8%A7%DB%8C%DB%8C%D8%AF_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%DA%A9%D9%86%DB%8C%D9%85\" >\ud83c\udfaf \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D8%AA%D8%B9%D8%AF%D8%A7%D8%AF_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%A7%D9%86_%D8%AF%D8%B1_%D8%AD%D8%B3%D8%A7%D8%A8_%D9%86%D8%AA%D9%81%D9%84%DB%8C%DA%A9%D8%B3\" >\ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D8%AA%D8%B9%D8%AF%D8%A7%D8%AF_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D9%87%D8%A7%DB%8C%DB%8C_%DA%A9%D9%87_%D8%AF%D8%B1_%D8%AD%D8%B3%D8%A7%D8%A8_%D9%86%D8%AA%D9%81%D9%84%DB%8C%DA%A9%D8%B3_%D8%AA%D9%85%D8%A7%D8%B4%D8%A7_%D9%85%DB%8C_%DA%A9%D9%86%D9%86%D8%AF\" >\ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0639\u062f\u0627\u062f \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u062a\u0645\u0627\u0634\u0627 \u0645\u06cc \u06a9\u0646\u0646\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D9%86%D9%85%D8%A7%DB%8C%D9%87_%D8%A8%D8%A7_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1%DB%8C%D9%86_%D8%A8%D8%A7%D8%B2%D8%AF%DB%8C%D8%AF_%D9%88_%D9%81%D8%B9%D8%A7%D9%84%DB%8C%D8%AA\" >\ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u0627\u06cc\u0647 \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0628\u0627\u0632\u062f\u06cc\u062f \u0648 \u0641\u0639\u0627\u0644\u06cc\u062a<\/a><\/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\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D9%86%D9%85%D8%A7%DB%8C%D9%87_%D8%A8%D8%A7_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1%DB%8C%D9%86_%D8%B2%D9%85%D8%A7%D9%86_%D8%AA%D9%85%D8%A7%D8%B4%D8%A7\" >\ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u0627\u06cc\u0647 \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u062a\u0645\u0627\u0634\u0627<\/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\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%F0%9F%8E%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D9%87%D8%A7_%D8%AA%D9%88%D8%B3%D8%B7_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1_%D9%88_%D8%A7%DB%8C%D9%86%DA%A9%D9%87_%DA%A9%D8%AF%D8%A7%D9%85_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C_%D8%B4%D9%88%D8%AF\" >\ud83c\udfaf \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u062f\u0627\u0645 \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f<\/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\/build-your-first-data-science-project-from-your-netflix-data-4gi0\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%B4_%D9%86%DB%8C%D8%A7%D8%B2%D9%87%D8%A7\"><\/span>\n<p>  \u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u062f\u0627\u0646\u0634 \u067e\u0627\u06cc\u0647 \u0627\u0632 <strong>\u067e\u0627\u06cc\u062a\u0648\u0646<\/strong>\u060c <strong>\u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/strong> \u0648 <strong>Matplotlib<\/strong>.<\/li>\n<li>\u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0648 Matplotlib \u0631\u0648\u06cc \u0631\u0627\u06cc\u0627\u0646\u0647 \u0634\u0645\u0627 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0646\u062f \u0627\u0645\u0627 \u0627\u06af\u0631 \u0642\u0628\u0644\u0627\u064b \u0622\u0646\u0647\u0627 \u0631\u0627 \u0646\u0635\u0628 \u0646\u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f <code>pip install pandas<\/code>  &#038; <code>pip install matplotlib<\/code> \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0622\u0646\u0647\u0627<\/li>\n<li>\u06cc\u06a9 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%AE%D8%A7%D9%85_%D8%B1%D8%A7_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span>\n<p>  \ud83c\udfaf \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u0645\u060c \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.  \u0628\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u0645:<\/p>\n<ul>\n<li>\u0648\u0627\u0631\u062f \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u062e\u0648\u062f \u0634\u0648\u06cc\u062f.<\/li>\n<li>\u0628\u0647 \u0635\u0641\u062d\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0646 \u0628\u0631\u0648\u06cc\u062f \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u06cc\u06a9 \u0627\u06cc\u0645\u06cc\u0644 \u062a\u0627\u06cc\u06cc\u062f \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f\u060c \u062d\u062a\u0645\u0627 \u0622\u0646 \u0631\u0627 \u062a\u0627\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u06cc\u06a9 \u0627\u06cc\u0645\u06cc\u0644 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u062f\u0627\u0646\u0644\u0648\u062f \u0634\u0645\u0627 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a.<br \/>\n<strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u06cc \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f.<\/li>\n<li>\u067e\u0633 \u0627\u0632 \u062f\u0627\u0646\u0644\u0648\u062f \u0641\u0627\u06cc\u0644 \u0641\u0634\u0631\u062f\u0647\u060c \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>\u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc <strong><em>CONTENT_INTERACTION<\/em><\/strong>  \u067e\u0648\u0634\u0647 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 <strong><em>ViewingActivity.csv<\/em><\/strong>  \u0641\u0627\u06cc\u0644\u060c \u0627\u06cc\u0646 \u0634\u0627\u0645\u0644 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06a9\u0627\u0645\u0644 \u062a\u0645\u0627\u0634\u0627\u06cc \u0634\u0645\u0627 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%A8%DB%8C%D8%A7%DB%8C%DB%8C%D8%AF_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%B1%D8%B3%DB%8C_%DA%A9%D9%86%DB%8C%D9%85\"><\/span>\n<p>  \ud83c\udfaf \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0627\u0632 \u062f\u0627\u0646\u0634 \u062e\u0648\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062f\u06cc\u062f\u0646 \u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.  \u0627\u0645\u0627 \u0627\u0628\u062a\u062f\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u0645 <strong><em>ViewingActivity.csv<\/em><\/strong>  \u0631\u0627 \u062f\u0631 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0645\u0627 \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062f\u06cc\u062a\u0627\u0641\u0631\u06cc\u0645 \u067e\u0627\u0646\u062f\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">pandas<\/span> <span class=\"k\">as<\/span> <span class=\"n\">pd<\/span>\n<span class=\"n\">df<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">read_csv<\/span><span class=\"p\">(<\/span><span class=\"s\">'ViewingActivity.csv'<\/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>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0627\u0648\u0644\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0627\u0631\u06cc\u0645 \u0646\u06af\u0627\u0647\u06cc \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">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>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u0639\u062f\u0627\u062f \u0633\u0637\u0631\u0647\u0627 \u0648 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0627 \u0622\u0646\u0647\u0627 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0628\u06cc\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">shape<\/span>\n<span class=\"c1\">#output: (9273, 10) \n<\/span><\/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\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c 10 \u0633\u062a\u0648\u0646 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n<ul>\n<li>\n<strong>\u0646\u0627\u0645 \u067e\u0631\u0648\u0641\u0627\u06cc\u0644<\/strong>&#8211; \u0627\u06cc\u0646 \u0646\u0645\u0627\u06cc\u0647 \u0627\u0641\u0631\u0627\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u06cc\u06a9 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc \u06af\u0630\u0627\u0631\u0646\u062f \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\n<strong>\u0639\u0646\u0648\u0627\u0646<\/strong> &#8211; \u0627\u06cc\u0646 \u0633\u062a\u0648\u0646 \u0634\u0627\u0645\u0644 \u0646\u0627\u0645 \u0633\u0631\u06cc\u0627\u0644 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u062e\u0627\u0635 \u062f\u0631 \u062d\u0627\u0644 \u062a\u0645\u0627\u0634\u0627\u06cc \u0622\u0646 \u0627\u0633\u062a.<\/li>\n<li>\n<strong>\u0632\u0645\u0627\u0646 \u0648 \u0645\u062f\u062a \u0634\u0631\u0648\u0639<\/strong>&#8211; \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0647 \u0686\u0647 \u0632\u0645\u0627\u0646\u06cc \u0648 \u0628\u0631\u0627\u06cc \u0686\u0647 \u0645\u062f\u062a \u0641\u06cc\u0644\u0645\u06cc \u0631\u0627 \u062a\u0645\u0627\u0634\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li>\n<strong>\u0646\u0648\u0639 \u0648\u0633\u06cc\u0644\u0647<\/strong>&#8211; \u0627\u06cc\u0646 \u0634\u0627\u0645\u0644 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0634\u0627\u06cc \u0627\u06cc\u0646 \u0641\u06cc\u0644\u0645 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. <\/li>\n<li>\n<strong>\u06a9\u0634\u0648\u0631<\/strong>&#8211; \u0645\u06a9\u0627\u0646 (\u06a9\u0634\u0648\u0631) \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0647 \u062e\u0627\u0635 \u0627\u0632 \u0622\u0646\u062c\u0627 \u062a\u0645\u0627\u0634\u0627 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0628\u0627\u0642\u06cc \u0645\u0627\u0646\u062f\u0647 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u0645\u060c \u0628\u0627\u06cc\u062f \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">dtypes<\/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\u0632 \u0646\u062a\u06cc\u062c\u0647\u060c \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u062a\u0645\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0642\u0633\u0645\u062a \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f <strong><em>\u0647\u062f\u0641 &#8211; \u0634\u06cc<\/em><\/strong>  \u0646\u0648\u0639 \u062f\u0627\u062f\u0647.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D8%AA%D8%B9%D8%AF%D8%A7%D8%AF_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%A7%D9%86_%D8%AF%D8%B1_%D8%AD%D8%B3%D8%A7%D8%A8_%D9%86%D8%AA%D9%81%D9%84%DB%8C%DA%A9%D8%B3\"><\/span>\n<p>  \ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0639\u062f\u0627\u062f \u0627\u0641\u0631\u0627\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u06cc\u06a9\u0633\u0627\u0646\u06cc \u0631\u0627 \u0628\u0627 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u06cc\u0645 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u0645\u060c \u062a\u0646\u0647\u0627 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0633\u0627\u06cc\u062a \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645. <strong><em>\u0646\u0627\u0645 \u067e\u0631\u0648\u0641\u0627\u06cc\u0644<\/em><\/strong>  \u0633\u062a\u0648\u0646<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">\"Profile Name\"<\/span><span class=\"p\">].<\/span><span class=\"n\">unique<\/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<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D8%AA%D8%B9%D8%AF%D8%A7%D8%AF_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D9%87%D8%A7%DB%8C%DB%8C_%DA%A9%D9%87_%D8%AF%D8%B1_%D8%AD%D8%B3%D8%A7%D8%A8_%D9%86%D8%AA%D9%81%D9%84%DB%8C%DA%A9%D8%B3_%D8%AA%D9%85%D8%A7%D8%B4%D8%A7_%D9%85%DB%8C_%DA%A9%D9%86%D9%86%D8%AF\"><\/span>\n<p>  \ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0639\u062f\u0627\u062f \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u062a\u0645\u0627\u0634\u0627 \u0645\u06cc \u06a9\u0646\u0646\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0647\u0645\u0627\u0646 \u062a\u0631\u062a\u06cc\u0628\u06cc \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u06cc\u0645\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0639\u062f\u0627\u062f \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u062a\u0645\u0627\u0634\u0627\u06cc \u0641\u06cc\u0644\u0645 \u062f\u0631 \u062d\u0633\u0627\u0628 \u0647\u0633\u062a\u0646\u062f\u060c \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">\"Device Type\"<\/span><span class=\"p\">].<\/span><span class=\"n\">unique<\/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<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D9%86%D9%85%D8%A7%DB%8C%D9%87_%D8%A8%D8%A7_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1%DB%8C%D9%86_%D8%A8%D8%A7%D8%B2%D8%AF%DB%8C%D8%AF_%D9%88_%D9%81%D8%B9%D8%A7%D9%84%DB%8C%D8%AA\"><\/span>\n<p>  \ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u0627\u06cc\u0647 \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0628\u0627\u0632\u062f\u06cc\u062f \u0648 \u0641\u0639\u0627\u0644\u06cc\u062a<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0641\u0647\u0645\u06cc\u0645 \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u0628\u06cc\u0646 \u06a9\u0644 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062d\u0633\u0627\u0628 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062a\u0639\u0627\u0645\u0644 \u0648 \u062a\u0645\u0627\u0634\u0627 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f.  \u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <code>DataFrame.value_counts()<\/code> \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u0634\u0645\u0627\u0631\u0634 \u062a\u0639\u062f\u0627\u062f \u0631\u062e\u062f\u0627\u062f\u0647\u0627\u06cc \u0631\u062f\u06cc\u0641<\/p>\n<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">].<\/span><span class=\"n\">value_counts<\/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>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Matplotlib \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u0631\u0627 \u062a\u062c\u0633\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"o\">%<\/span><span class=\"n\">matplotlib<\/span> <span class=\"n\">inline<\/span>\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib<\/span>\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>\n<span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">].<\/span><span class=\"n\">value_counts<\/span><span class=\"p\">().<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">kind<\/span><span class=\"o\">=<\/span><span class=\"s\">'bar'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">show<\/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>\u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/nabfollower.com\/blog\/wp-content\/uploads\/2023\/03\/1679412363_903_\u0627\u0648\u0644\u06cc\u0646-\u067e\u0631\u0648\u0698\u0647-\u0639\u0644\u0645-\u062f\u0627\u062f\u0647-\u062e\u0648\u062f-\u0631\u0627-\u0627\u0632-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-Netflix.png\" alt=\"\u0646\u0645\u0627\u06cc\u0647 \u0627\u06cc \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0628\u0627\u0632\u062f\u06cc\u062f \u0648 \u0641\u0639\u0627\u0644\u06cc\u062a.\" loading=\"lazy\" width=\"880\" height=\"589\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D9%86%D9%85%D8%A7%DB%8C%D9%87_%D8%A8%D8%A7_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1%DB%8C%D9%86_%D8%B2%D9%85%D8%A7%D9%86_%D8%AA%D9%85%D8%A7%D8%B4%D8%A7\"><\/span>\n<p>  \ud83c\udfaf \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u0627\u06cc\u0647 \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u062a\u0645\u0627\u0634\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0641\u06cc\u0644\u0645 \u0631\u0627 \u0628\u0628\u06cc\u0646\u062f\u060c \u0628\u0627\u06cc\u062f \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u0637\u06cc \u06a9\u0646\u06cc\u0645. <\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f \u062a\u063a\u06cc\u06cc\u0631 \u0634\u06a9\u0644 \u0627\u0633\u062a <strong><em>\u0632\u0645\u0627\u0646 \u0634\u0631\u0648\u0639<\/em><\/strong>  \u0648 <strong><em>\u0645\u062f\u062a \u0632\u0645\u0627\u0646<\/em><\/strong>  \u0633\u062a\u0648\u0646 \u0647\u0627 \u0628\u0647 a <strong>\u0632\u0645\u0627\u0646 \u0642\u0631\u0627\u0631<\/strong>\u0642\u0627\u0644\u0628<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Start Time'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">to_datetime<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Start Time'<\/span><span class=\"p\">],<\/span> <span class=\"n\">utc<\/span><span class=\"o\">=<\/span><span class=\"bp\">True<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">]<\/span> <span class=\"o\">=<\/span> <span class=\"n\">pd<\/span><span class=\"p\">.<\/span><span class=\"n\">to_timedelta<\/span><span class=\"p\">(<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Duration'<\/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>\u0646\u06a9\u062a\u0647 \u0628\u0639\u062f\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062f\u062a \u0632\u0645\u0627\u0646 \u06a9\u0644\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u0628\u0631\u0627\u06cc \u0647\u0645\u0647 \u067e\u0631\u0648\u0641\u0627\u06cc\u0644 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">].<\/span><span class=\"nb\">sum<\/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>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u062f\u062a \u0632\u0645\u0627\u0646 \u0645\u0634\u0627\u0647\u062f\u0647 \u0647\u0631 \u0646\u0645\u0627\u06cc\u0647 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">loc<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">]<\/span><span class=\"o\">==<\/span><span class=\"s\">'Add your profile name'<\/span><span class=\"p\">,<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">].<\/span><span class=\"nb\">sum<\/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\u0632 \u0646\u062a\u06cc\u062c\u0647\u060c \u0645\u062a\u0648\u062c\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f \u06a9\u0647 \u0647\u0645\u0627\u0646 \u062a\u0631\u062a\u06cc\u0628 \u067e\u0631\u0648\u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0641\u0639\u0627\u0644\u06cc\u062a \u0631\u0627 \u062f\u0627\u0631\u062f \u062f\u0627\u0631\u06cc\u0645.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u067e\u0631\u0648\u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0641\u0639\u0627\u0644\u06cc\u062a \u0631\u0627 \u062f\u0627\u0631\u062f \u0632\u0645\u0627\u0646 \u062a\u0645\u0627\u0634\u0627\u06cc \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u0646\u06cc\u0632 \u062f\u0627\u0631\u062f. <\/p>\n<p>\u062a\u062c\u0633\u0645 \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0627\u062d\u062a\u06cc \u0646\u06cc\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0627\u0644\u0641 <strong><em>\u0627\u0632 \u0632\u0645\u0627\u0646 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647<\/em><\/strong>  \u0686\u06cc\u0632\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0633\u0645 \u06a9\u0631\u062f <strong>Matplotlib<\/strong>.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627\u06cc\u062f \u06cc\u06a9 Transformation \u062f\u06cc\u06af\u0631 \u0631\u0627 \u0628\u0627 \u0631\u0648\u0634 astype NumPy \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">loc<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">]<\/span><span class=\"o\">==<\/span><span class=\"s\">'Your profile name'<\/span><span class=\"p\">,<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">].<\/span><span class=\"n\">astype<\/span><span class=\"p\">(<\/span><span class=\"s\">'timedelta64[s]'<\/span><span class=\"p\">).<\/span><span class=\"nb\">sum<\/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>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0632\u0645\u0627\u0646 \u06a9\u0644\u06cc \u062a\u0645\u0627\u0634\u0627\u06cc \u0647\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062f\u0631 \u0686\u0646\u062f \u062b\u0627\u0646\u06cc\u0647 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u062f.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">watchTime<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{}<\/span>\n<span class=\"n\">watchTime<\/span><span class=\"p\">.<\/span><span class=\"n\">update<\/span><span class=\"p\">({<\/span><span class=\"s\">\"First Profile\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">loc<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">]<\/span><span class=\"o\">==<\/span><span class=\"s\">'First Profile'<\/span><span class=\"p\">,<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">].<\/span><span class=\"n\">astype<\/span><span class=\"p\">(<\/span><span class=\"s\">'timedelta64[s]'<\/span><span class=\"p\">).<\/span><span class=\"nb\">sum<\/span><span class=\"p\">()})<\/span>\n<span class=\"n\">watchTime<\/span><span class=\"p\">.<\/span><span class=\"n\">update<\/span><span class=\"p\">({<\/span><span class=\"s\">\"Second Profile\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">loc<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">]<\/span><span class=\"o\">==<\/span><span class=\"s\">'Second Profile'<\/span><span class=\"p\">,<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">].<\/span><span class=\"n\">astype<\/span><span class=\"p\">(<\/span><span class=\"s\">'timedelta64[s]'<\/span><span class=\"p\">).<\/span><span class=\"nb\">sum<\/span><span class=\"p\">()})<\/span>\n<span class=\"n\">watchTime<\/span><span class=\"p\">.<\/span><span class=\"n\">update<\/span><span class=\"p\">({<\/span><span class=\"s\">\"Third Profile\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">loc<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">]<\/span><span class=\"o\">==<\/span><span class=\"s\">'Third Profile'<\/span><span class=\"p\">,<\/span><span class=\"s\">'Duration'<\/span><span class=\"p\">].<\/span><span class=\"n\">astype<\/span><span class=\"p\">(<\/span><span class=\"s\">'timedelta64[s]'<\/span><span class=\"p\">).<\/span><span class=\"nb\">sum<\/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>\u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"p\">{<\/span><span class=\"s\">'First Profile'<\/span><span class=\"p\">:<\/span> <span class=\"mf\">4138000.0<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Second Profile'<\/span><span class=\"p\">:<\/span> <span class=\"mf\">1411573.0<\/span><span class=\"p\">,<\/span> <span class=\"s\">'Third Profile'<\/span><span class=\"p\">:<\/span> <span class=\"mf\">2050125.0<\/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>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc \u0631\u0627 \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"o\">%<\/span><span class=\"n\">matplotlib<\/span> <span class=\"n\">inline<\/span>\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib<\/span>\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">bar<\/span><span class=\"p\">(<\/span><span class=\"o\">*<\/span><span class=\"nb\">zip<\/span><span class=\"p\">(<\/span><span class=\"o\">*<\/span><span class=\"n\">watchTime<\/span><span class=\"p\">.<\/span><span class=\"n\">items<\/span><span class=\"p\">()))<\/span>\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">show<\/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><img decoding=\"async\" src=\"https:\/\/nabfollower.com\/blog\/wp-content\/uploads\/2023\/03\/1679412364_187_\u0627\u0648\u0644\u06cc\u0646-\u067e\u0631\u0648\u0698\u0647-\u0639\u0644\u0645-\u062f\u0627\u062f\u0647-\u062e\u0648\u062f-\u0631\u0627-\u0627\u0632-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-Netflix.png\" alt=\"\u0646\u0645\u0627\u06cc\u0647 \u0627\u06cc \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u062a\u0645\u0627\u0634\u0627.\" loading=\"lazy\" width=\"880\" height=\"589\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%F0%9F%8E%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D9%87%D8%A7_%D8%AA%D9%88%D8%B3%D8%B7_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1_%D9%88_%D8%A7%DB%8C%D9%86%DA%A9%D9%87_%DA%A9%D8%AF%D8%A7%D9%85_%D8%AF%D8%B3%D8%AA%DA%AF%D8%A7%D9%87_%D8%A8%DB%8C%D8%B4%D8%AA%D8%B1_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C_%D8%B4%D9%88%D8%AF\"><\/span>\n<p>  \ud83c\udfaf \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u062f\u0627\u0645 \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0628\u062a\u062f\u0627 \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0622\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a <strong><em>\u0646\u0648\u0639 \u0648\u0633\u06cc\u0644\u0647<\/em><\/strong>  \u0633\u062a\u0648\u0646 \u0648 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0647\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0622\u0646\u0647\u0627 \u062f\u0631 \u0648\u0627\u0642\u0639 \u0628\u0633\u06cc\u0627\u0631 \u0647\u0633\u062a\u0646\u062f (\u0628\u0631\u062e\u06cc \u062d\u062a\u06cc \u0641\u0642\u0637 \u06cc\u06a9 \u0628\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u062f\u0646\u062f \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0645\u06a9\u0631\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u062f\u0646\u062f).<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Device Type'<\/span><span class=\"p\">].<\/span><span class=\"n\">value_counts<\/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>\u0645\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u0633\u0631\u0639\u062a \u0627\u06cc\u0646 \u0631\u0627 \u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Device Type'<\/span><span class=\"p\">].<\/span><span class=\"n\">value_counts<\/span><span class=\"p\">().<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">kind<\/span><span class=\"o\">=<\/span><span class=\"s\">'bar'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">show<\/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><img decoding=\"async\" src=\"https:\/\/nabfollower.com\/blog\/wp-content\/uploads\/2023\/03\/1679412364_680_\u0627\u0648\u0644\u06cc\u0646-\u067e\u0631\u0648\u0698\u0647-\u0639\u0644\u0645-\u062f\u0627\u062f\u0647-\u062e\u0648\u062f-\u0631\u0627-\u0627\u0632-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-Netflix.png\" alt=\"\u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u062f\u0627\u0634\u062a\" loading=\"lazy\" width=\"880\" height=\"589\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0647\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0646\u06cc\u0645 (\u0641\u0642\u0637 \u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u062f\u0627\u0646\u06cc\u062f \u0627\u0632 \u0686\u0646\u062f \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f)<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df_device<\/span> <span class=\"o\">=<\/span> <span class=\"n\">df<\/span><span class=\"p\">.<\/span><span class=\"n\">loc<\/span><span class=\"p\">[<\/span><span class=\"n\">df<\/span><span class=\"p\">[<\/span><span class=\"s\">'Profile Name'<\/span><span class=\"p\">]<\/span> <span class=\"o\">==<\/span> <span class=\"s\">'Your profile name'<\/span><span class=\"p\">]<\/span>\n<span class=\"n\">df_device<\/span><span class=\"p\">[<\/span><span class=\"s\">'Device Type'<\/span><span class=\"p\">].<\/span><span class=\"n\">value_counts<\/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>\u0645\u0627 \u0646\u0627\u0645 \u062f\u0633\u062a\u06af\u0627\u0647 see \u0648 \u062a\u0639\u062f\u0627\u062f \u062f\u0641\u0639\u0627\u062a\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0622\u0646 \u06a9\u0627\u0631\u0628\u0631 \u062e\u0627\u0635 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc \u0631\u0627 \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight python\"><code><span class=\"n\">df_device<\/span><span class=\"p\">[<\/span><span class=\"s\">'Device Type'<\/span><span class=\"p\">].<\/span><span class=\"n\">value_counts<\/span><span class=\"p\">().<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">kind<\/span><span class=\"o\">=<\/span><span class=\"s\">'bar'<\/span><span class=\"p\">)<\/span>\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">show<\/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><img decoding=\"async\" src=\"https:\/\/nabfollower.com\/blog\/wp-content\/uploads\/2023\/03\/1679412364_190_\u0627\u0648\u0644\u06cc\u0646-\u067e\u0631\u0648\u0698\u0647-\u0639\u0644\u0645-\u062f\u0627\u062f\u0647-\u062e\u0648\u062f-\u0631\u0627-\u0627\u0632-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-Netflix.png\" alt=\"\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0631\u0628\u0631\" loading=\"lazy\" width=\"880\" height=\"589\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0648\u0627\u0646\u0633\u062a\u06cc\u0645 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0633\u0627\u062f\u0647 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0631\u0627 \u067e\u0648\u0634\u0634 \u062f\u0647\u06cc\u0645\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u0627\u0632 \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u0645\u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0648 \u062a\u062c\u0633\u0645 \u06a9\u0646\u06cc\u0645.  \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0627 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u0633\u0648\u0627\u0644\u0627\u062a \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u06cc\u0645 \u0648 \u0628\u0647 \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f \u06a9\u0646\u06cc\u062f \u0633\u0648\u0627\u0644\u0627\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0647\u0646\u0648\u0632 \u0642\u0627\u0628\u0644 \u0628\u0631\u0631\u0633\u06cc \u0627\u0633\u062a.  \u0645\u0646 \u06a9\u0646\u062c\u06a9\u0627\u0648 \u0647\u0633\u062a\u0645 \u06a9\u0647 \u0628\u062f\u0627\u0646\u0645 \u0686\u0647 \u0627\u06cc\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0627\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0645\u06cc \u0633\u0627\u0632\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0636\u0645\u0646\u060c \u0686\u0637\u0648\u0631 \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0648\u0627\u0644\u0627\u062a \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u067e\u0627\u0633\u062e \u062f\u0647\u06cc\u062f:<\/p>\n<ul>\n<li>\u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646\/\u062a\u0639\u062f\u0627\u062f \u062f\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0639\u0646\u0648\u0627\u0646.<\/li>\n<li>\u0641\u06cc\u0644\u0645\u06cc \u06a9\u0647 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0622\u0646 \u0631\u0627 \u062a\u0645\u0627\u0634\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f.<\/li>\n<li>\u0628\u0631 \u0627\u0633\u0627\u0633 \u0633\u0627\u0628\u0642\u0647 \u062a\u0645\u0627\u0634\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9 \u0633\u0627\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u060c \u0641\u06cc\u0644\u0645\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u062a\u0648\u0635\u06cc\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ul>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0648\u0635\u0644 \u0634\u0648\u06cc\u0645 <a href=\"https:\/\/www.twitter.com\/Shittu_Olumide_\" rel=\"nofollow noopener\" target=\"_blank\">\u062a\u0648\u06cc\u06cc\u062a\u0631<\/a> \u0648 \u062f\u0631 \u0644\u06cc\u0646\u06a9\u062f\u06cc\u0646  \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u06a9\u0627\u0646\u0627\u0644 \u06cc\u0648\u062a\u06cc\u0648\u0628 \u0645\u0646 \u0645\u0634\u062a\u0631\u06a9 \u0634\u0648\u06cc\u062f.<\/p>\n<p>\u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0645\u0628\u0627\u0631\u06a9!<\/p>\n<\/p><\/div>\n<p><script async src=\"\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0622\u06cc\u0627 \u062f\u0631 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u062c\u062f\u06cc\u062f \u0647\u0633\u062a\u06cc\u062f\u061f \u0622\u06cc\u0627 \u0647\u0646\u0648\u0632 \u062f\u0631 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u062e\u0648\u062f \u0647\u0633\u062a\u06cc\u062f\u061f \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0634\u0645\u0627 \u0647\u0633\u062a\u06cc\u062f\u060c \u062f\u0631 \u062c\u0627\u06cc \u0645\u0646\u0627\u0633\u0628\u06cc \u0647\u0633\u062a\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 \u0628\u0627 \u0647\u0645 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645\u060c \u06cc\u0627 \u0628\u0627\u06cc\u062f \u0628\u06af\u0648\u06cc\u0645 \u06a9\u0647 \u0634\u0645\u0627 \u0627\u0648\u0644\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc Netflix \u062e\u0648\u062f\u062a\u0627\u0646 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":13201,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-13200","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\/13200","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=13200"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/13200\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/13201"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=13200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=13200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=13200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}