{"id":3346,"date":"2023-07-17T23:15:56","date_gmt":"2023-07-17T23:15:56","guid":{"rendered":"https:\/\/statorials.org\/uk\/pandas-%d0%bf%d0%be%d1%80%d1%96%d0%b2%d0%bd%d1%8e%d1%94-%d1%81%d1%82%d0%be%d0%b2%d0%bf%d1%86%d1%96-%d0%b2-%d0%b4%d0%b2%d0%be%d1%85-%d0%ba%d0%b0%d0%b4%d1%80%d0%b0%d1%85-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85\/"},"modified":"2023-07-17T23:15:56","modified_gmt":"2023-07-17T23:15:56","slug":"pandas-%d0%bf%d0%be%d1%80%d1%96%d0%b2%d0%bd%d1%8e%d1%94-%d1%81%d1%82%d0%be%d0%b2%d0%bf%d1%86%d1%96-%d0%b2-%d0%b4%d0%b2%d0%be%d1%85-%d0%ba%d0%b0%d0%b4%d1%80%d0%b0%d1%85-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/pandas-%d0%bf%d0%be%d1%80%d1%96%d0%b2%d0%bd%d1%8e%d1%94-%d1%81%d1%82%d0%be%d0%b2%d0%bf%d1%86%d1%96-%d0%b2-%d0%b4%d0%b2%d0%be%d1%85-%d0%ba%d0%b0%d0%b4%d1%80%d0%b0%d1%85-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85\/","title":{"rendered":"Pandas: \u044f\u043a \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0432 \u0434\u0432\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 dataframes"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0456 \u043c\u0435\u0442\u043e\u0434\u0438, \u0449\u043e\u0431 \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0437 \u0434\u0432\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 panda DataFrames:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 1: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df1[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">isin<\/span> (df2[' <span style=\"color: #ff0000;\">my_column<\/span> ']). <span style=\"color: #3366ff;\">value_counts<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 2: \u041f\u043e\u043a\u0430\u0437\u0430\u0442\u0438 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">merge<\/span> (df1, df2, on=[' <span style=\"color: #ff0000;\">my_column<\/span> '], how=' <span style=\"color: #ff0000;\">inner<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u043a\u043e\u0436\u0435\u043d \u043c\u0435\u0442\u043e\u0434 \u0456\u0437 \u0442\u0430\u043a\u0438\u043c\u0438 pandas DataFrames:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create first DataFrame\n<\/span>df1 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['Mavs', 'Rockets', 'Spurs', 'Heat', 'Nets'],\n                    ' <span style=\"color: #ff0000;\">points<\/span> ': [22, 30, 15, 17, 14]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df1)\n\n      team points\n0 Mavs 22\n1 Rockets 30\n2 Spurs 15\n3 Heat 17\n4 Nets 14\n\n<span style=\"color: #008080;\">#create second DataFrame\n<\/span>df2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['Mavs', 'Thunder', 'Spurs', 'Nets', 'Cavs'],\n                    ' <span style=\"color: #ff0000;\">points<\/span> ': [25, 40, 31, 32, 22]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df2)\n\n      team points\n0 Mavs 25\n1 Thunder 40\n2 Spurs 31\n3 Nets 32\n4 Cavs 22\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u043d\u043e\u043a \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438 <strong>\u0433\u0440\u0443\u043f\u0438<\/strong> \u0432 \u043a\u043e\u0436\u043d\u043e\u043c\u0443 DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#count matching values in team columns\n<\/span><span style=\"color: #000000;\">df1[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">isin<\/span> (df2[' <span style=\"color: #ff0000;\">team<\/span> ']). <span style=\"color: #3366ff;\">value_counts<\/span> ()\n\nTrue 3\nFalse 2\nName: team, dtype: int64\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u0431\u0430\u0447\u0438\u043c\u043e, \u0449\u043e \u0434\u0432\u0430 DataFrames \u043c\u0430\u044e\u0442\u044c <strong>3<\/strong> \u0441\u043f\u0456\u043b\u044c\u043d\u0456 \u0456 <strong>2<\/strong> \u0440\u0456\u0437\u043d\u0456 \u043d\u0430\u0437\u0432\u0438 \u043a\u043e\u043c\u0430\u043d\u0434.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 2: \u041f\u043e\u043a\u0430\u0437\u0430\u0442\u0438 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0437\u0438\u0442\u0438 \u0444\u0430\u043a\u0442\u0438\u0447\u043d\u0456 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438 <strong>\u043a\u043e\u043c\u0430\u043d\u0434\u0438<\/strong> \u0432 \u043a\u043e\u0436\u043d\u043e\u043c\u0443 DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#display matching values between team columns\n<\/span><span style=\"color: #000000;\">p.d. <span style=\"color: #3366ff;\">merge<\/span> (df1, df2, on=[' <span style=\"color: #ff0000;\">team<\/span> '], how=' <span style=\"color: #ff0000;\">inner<\/span> ')\n\n\tteam points_x points_y\n0 Mavs 22 25\n1 Spurs 15 31\n2 Nets 14 32<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u0417 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443 \u043c\u0438 \u0431\u0430\u0447\u0438\u043c\u043e, \u0449\u043e \u043e\u0431\u0438\u0434\u0432\u0430 DataFrames \u043c\u0430\u044e\u0442\u044c \u0442\u0430\u043a\u0456 \u0441\u043f\u0456\u043b\u044c\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u0445 <strong>\u043a\u043e\u043c\u0430\u043d\u0434\u0438<\/strong> :<\/span><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Mavs<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0428\u043f\u043e\u0440\u0438<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0421\u0456\u0442\u043a\u0438<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u043e\u0432\u2019\u044f\u0437\u0430\u043d\u0435:<\/strong> <a href=\"https:\/\/statorials.org\/uk\/\u0432\u043d\u0443\u0442\u0440\u0456\u0448\u043d\u0456-\u0443\u0449\u0456\u043b\u044c\u043d\u044e\u0432\u0430\u0447\u0456-\u043f\u0430\u043d\u0434\u0438\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u0432\u043d\u0443\u0442\u0440\u0456\u0448\u043d\u0454 \u043e\u0431\u2019\u0454\u0434\u043d\u0430\u043d\u043d\u044f \u0432 Pandas (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043e\u043c)<\/a><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u0442\u0438 \u0456\u043d\u0448\u0456 \u0442\u0438\u043f\u043e\u0432\u0456 \u0437\u0430\u0432\u0434\u0430\u043d\u043d\u044f \u0432 pandas:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/pandas-\u043f\u0435\u0440\u0435\u0438\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438-\u0441\u0442\u043e\u0432\u043f\u0446\u0456\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0432 Pandas<\/a><br \/> \u042f\u043a \u0434\u043e\u0434\u0430\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u0434\u043e Pandas DataFrame<br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u0437\u043c\u0456\u043d\u044e\u044e\u0442\u044c-\u043f\u043e\u0440\u044f\u0434\u043e\u043a-\u043a\u043e\u043b\u043e\u043d\u043e\u043a\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u043c\u0456\u043d\u0438\u0442\u0438 \u043f\u043e\u0440\u044f\u0434\u043e\u043a \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432 \u0443 Pandas DataFrame<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0456 \u043c\u0435\u0442\u043e\u0434\u0438, \u0449\u043e\u0431 \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0437 \u0434\u0432\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 panda DataFrames: \u0421\u043f\u043e\u0441\u0456\u0431 1: \u041f\u0456\u0434\u0440\u0430\u0445\u0443\u0439\u0442\u0435 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438 df1[&#8216; my_column &#8216;]. isin (df2[&#8216; my_column &#8216;]). value_counts () \u0421\u043f\u043e\u0441\u0456\u0431 2: \u041f\u043e\u043a\u0430\u0437\u0430\u0442\u0438 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043c\u0456\u0436 \u0441\u0442\u043e\u0432\u043f\u0446\u044f\u043c\u0438 p.d. merge (df1, df2, on=[&#8216; my_column &#8216;], how=&#8217; inner &#8216;) \u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u043a\u043e\u0436\u0435\u043d \u043c\u0435\u0442\u043e\u0434 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas: \u042f\u043a \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0432 \u0434\u0432\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 DataFrames - Statorials<\/title>\n<meta name=\"description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 \u0434\u0432\u043e\u0445 \u0444\u0440\u0435\u0439\u043c\u0456\u0432 \u0434\u0430\u043d\u0438\u0445 pandas \u0456\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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