{"id":2863,"date":"2023-07-20T08:29:01","date_gmt":"2023-07-20T08:29:01","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%b7%d0%b0%d0%bc%d1%96%d0%bd%d1%8e%d1%8e%d1%82%d1%8c-inf-%d0%bd%d0%b0-0\/"},"modified":"2023-07-20T08:29:01","modified_gmt":"2023-07-20T08:29:01","slug":"%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%b7%d0%b0%d0%bc%d1%96%d0%bd%d1%8e%d1%8e%d1%82%d1%8c-inf-%d0%bd%d0%b0-0","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%b7%d0%b0%d0%bc%d1%96%d0%bd%d1%8e%d1%8e%d1%82%d1%8c-inf-%d0%bd%d0%b0-0\/","title":{"rendered":"Pandas: \u044f\u043a \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 inf \u043d\u0430 \u043d\u0443\u043b\u044c"},"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\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f inf \u0456 -inf \u043d\u0430 \u043d\u0443\u043b\u044c \u0443 pandas DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">replace<\/span> ([np. <span style=\"color: #3366ff;\">inf<\/span> , -np. <span style=\"color: #3366ff;\">inf<\/span> ], <span style=\"color: #008000;\">0<\/span> , inplace= <span style=\"color: #008000;\">True<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \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 \u0446\u0435\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u0437\u0430\u043c\u0456\u043d\u0456\u0442\u044c inf \u043d\u0430 Zero \u0432 Pandas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0456\u043c\u043e, \u0449\u043e \u0443 \u043d\u0430\u0441 \u0454 \u0442\u0430\u043a\u0438\u0439 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u0438\u0445 pandas, \u044f\u043a\u0438\u0439 \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044e \u043f\u0440\u043e \u0440\u0456\u0437\u043d\u0438\u0445 \u0431\u0430\u0441\u043a\u0435\u0442\u0431\u043e\u043b\u0456\u0441\u0442\u0456\u0432:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, np. <span style=\"color: #3366ff;\">inf<\/span> , 19, np. <span style=\"color: #3366ff;\">inf<\/span> , 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, np. <span style=\"color: #3366ff;\">inf<\/span> ],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [np. <span style=\"color: #3366ff;\">inf<\/span> , 8, 10, 6, 6, -np. <span style=\"color: #3366ff;\">inf<\/span> , 9, 12]})<\/span>\n\n#view DataFrame\n<span style=\"color: #000000;\">df\n\n\tteam points assists rebounds\n0 A 18.0 5.0 lower\n1 B lower 7.0 8.0\n2 C 19.0 7.0 10.0\n3D lower 9.0 6.0\n4 E 14.0 12.0 6.0\n5 F 11.0 9.0 -low\n6G 20.0 9.0 9.0\n7H 28.0 lower 12.0\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0417\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e \u0432 DataFrame \u0454 \u043a\u0456\u043b\u044c\u043a\u0430 \u0437\u043d\u0430\u0447\u0435\u043d\u044c inf \u0456 -inf.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 \u0446\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f inf \u0456 -inf \u043d\u0430 \u043d\u0443\u043b\u044c:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#replace inf and -inf with zero\n<\/span>df. <span style=\"color: #3366ff;\">replace<\/span> ([np. <span style=\"color: #3366ff;\">inf<\/span> , -np. <span style=\"color: #3366ff;\">inf<\/span> ], <span style=\"color: #008000;\">0<\/span> , inplace= <span style=\"color: #008000;\">True<\/span> )\n<\/span>\n#view updated DataFrame\n<span style=\"color: #000000;\">df\n<\/span>\n<span style=\"color: #000000;\">team points assists<\/span> <span style=\"color: #000000;\">rebounds\n0 A 18.0 5.0<\/span> <span style=\"color: #000000;\">0.0\n1 B 0.0 7.0<\/span> <span style=\"color: #000000;\">8.0\n2 C 19.0 7.0<\/span> <span style=\"color: #000000;\">10.0\n3 D 0.0 9.0<\/span> <span style=\"color: #000000;\">6.0\n4 E 14.0 12.0<\/span> <span style=\"color: #000000;\">6.0\n5 F 11.0 9.0<\/span> <span style=\"color: #000000;\">0.0\n6G 20.0 9.0<\/span> <span style=\"color: #000000;\">9.0\n7 H 28.0 0.0<\/span> <span style=\"color: #000000;\">12.0<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0417\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e \u043a\u043e\u0436\u043d\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f inf \u0456 -inf \u0431\u0443\u043b\u043e \u0437\u0430\u043c\u0456\u043d\u0435\u043d\u043e \u043d\u0430 \u043d\u0443\u043b\u044c.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0456\u0442\u043a\u0430<\/strong> : \u043f\u043e\u0432\u043d\u0443 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044e \u0449\u043e\u0434\u043e \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>\u0437\u0430\u043c\u0456\u043d\u0438<\/strong> \u0432 pandas \u043c\u043e\u0436\u043d\u0430 \u0437\u043d\u0430\u0439\u0442\u0438 <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.DataFrame.replace.html\" target=\"_blank\" rel=\"noopener\">\u0442\u0443\u0442<\/a> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\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\u0440\u0438\u043f\u0438\u0441\u0443\u0454-\u0432\u0456\u0434\u0441\u0443\u0442\u043d\u0456-\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043f\u0440\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0443\u0442\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u043f\u0430\u043d\u0434\u0430\u0445<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u043f\u0456\u0434\u0440\u0430\u0445\u043e\u0432\u0443\u044e\u0442\u044c-\u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u0456-\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043f\u043e\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u043f\u0430\u043d\u0434\u0430\u0445<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/pandas-fillna-\u0437-\u0441\u0435\u0440\u0435\u0434\u043d\u0456\u043c\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u0430\u043f\u043e\u0432\u043d\u0438\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f NaN \u0441\u0435\u0440\u0435\u0434\u043d\u0456\u043c \u0443 pandas<\/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\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f inf \u0456 -inf \u043d\u0430 \u043d\u0443\u043b\u044c \u0443 pandas DataFrame: df. replace ([np. inf , -np. inf ], 0 , inplace= True ) \u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \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 \u0446\u0435\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456. \u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u0437\u0430\u043c\u0456\u043d\u0456\u0442\u044c inf \u043d\u0430 Zero \u0432 Pandas \u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0456\u043c\u043e, \u0449\u043e \u0443 \u043d\u0430\u0441 \u0454 \u0442\u0430\u043a\u0438\u0439 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u0438\u0445 pandas, [&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 \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 inf \u043d\u0430 \u043d\u0443\u043b\u044c \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f inf \u043d\u0430 0 \u0443 pandas 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