{"id":3778,"date":"2023-07-15T14:20:20","date_gmt":"2023-07-15T14:20:20","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/"},"modified":"2023-07-15T14:20:20","modified_gmt":"2023-07-15T14:20:20","slug":"%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/","title":{"rendered":"Pandas: \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0432\u0456\u0434 \u0434\u0430\u0442\u0438"},"content":{"rendered":"

<\/p>\n

\n

\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u044f \u0434\u0430\u0442\u0438 \u0432 pandas DataFrame:<\/span><\/p>\n

 df[' day_of_year<\/span> '] = df[' date<\/span> ']. dt<\/span> . dayofyear<\/span><\/span>\n<\/span><\/strong><\/pre>\n
 \u0423 \u0446\u044c\u043e\u043c\u0443 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u0441\u0442\u0432\u043e\u0440\u044e\u0454\u0442\u044c\u0441\u044f \u043d\u043e\u0432\u0438\u0439 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u043f\u0456\u0434 \u043d\u0430\u0437\u0432\u043e\u044e day_of_year<\/strong> , \u044f\u043a\u0438\u0439 \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 date<\/strong> .<\/span><\/span><\/p>\n
 \u0417\u0432\u0435\u0440\u043d\u0456\u0442\u044c \u0443\u0432\u0430\u0433\u0443, \u0449\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f day_of_year<\/strong> \u043a\u043e\u043b\u0438\u0432\u0430\u0442\u0438\u043c\u0443\u0442\u044c\u0441\u044f \u0432\u0456\u0434 1 (1 \u0441\u0456\u0447\u043d\u044f) \u0434\u043e 365 (31 \u0433\u0440\u0443\u0434\u043d\u044f).<\/span><\/p>\n
 \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
 \u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 Pandas<\/strong><\/span><\/h2>\n
 \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 \u0437\u0430\u0433\u0430\u043b\u044c\u043d\u0443 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u043f\u0440\u043e\u0434\u0430\u0436\u0456\u0432 \u0443 \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u0456 \u0432 \u0440\u0456\u0437\u043d\u0456 \u0434\u0430\u0442\u0438:<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\n\n#createDataFrame<\/span>\ndf = pd. DataFrame<\/span> ({' date<\/span> ': pd.date_range<\/span> (start=' 1\/1\/2022<\/span> ', freq=' M<\/span> ', periods= 10<\/span> ),\n                   ' sales<\/span> ': [6, 8, 10, 5, 4, 8, 8, 3, 5, 14]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n         dirty date\n0 2022-01-31 6\n1 2022-02-28 8\n2 2022-03-31 10\n3 2022-04-30 5\n4 2022-05-31 4\n5 2022-06-30 8\n6 2022-07-31 8\n7 2022-08-31 3\n8 2022-09-30 5\n9 2022-10-31 14\n<\/strong><\/span><\/pre>\n
 \u041f\u043e\u0432\u2019\u044f\u0437\u0430\u043d\u0435:<\/strong> \u042f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0434\u0456\u0430\u043f\u0430\u0437\u043e\u043d \u0434\u0430\u0442 \u0443 Pandas<\/a><\/span><\/p>\n
 \u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u043a\u043e\u0434, \u0449\u043e\u0431 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043d\u043e\u0432\u0438\u0439 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u043f\u0456\u0434 \u043d\u0430\u0437\u0432\u043e\u044e day_of_year<\/b> , \u044f\u043a\u0438\u0439 \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u044f \u0434\u0430\u0442\u0438<\/strong> :<\/span><\/p>\n
 #create new column that contains day of year in 'date' column\ndf[' day_of_year<\/span> '] = df[' date<\/span> ']. dt<\/span> . dayofyear\n<\/span><\/span><\/span>\n#view updated DataFrame\n<\/span>print<\/span> (df)\n\n        date sales day_of_year\n0 2022-01-31 6 31\n1 2022-02-28 8 59\n2 2022-03-31 10 90\n3 2022-04-30 5 120\n4 2022-05-31 4 151\n5 2022-06-30 8,181\n6 2022-07-31 8,212\n7 2022-08-31 3,243\n8 2022-09-30 5,273\n9 2022-10-31 14,304<\/span><\/b><\/pre>\n
 \u041d\u043e\u0432\u0438\u0439 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u043f\u0456\u0434 \u043d\u0430\u0437\u0432\u043e\u044e day_of_year<\/b> \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0441\u0442\u043e\u0432\u043f\u0446\u044f date<\/strong> .<\/span><\/p>\n
 \u0421\u043b\u0456\u0434 \u0437\u0430\u0437\u043d\u0430\u0447\u0438\u0442\u0438, \u0449\u043e \u044f\u043a\u0449\u043e \u0432\u0438 \u043f\u0440\u0430\u0446\u044e\u0454\u0442\u0435 \u0437 \u0432\u0438\u0441\u043e\u043a\u043e\u0441\u043d\u0438\u043c \u0440\u043e\u043a\u043e\u043c, \u0446\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u044c \u0434\u0456\u0430\u043f\u0430\u0437\u043e\u043d \u043c\u043e\u0436\u043b\u0438\u0432\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0437 365 \u0434\u043e 366.<\/span><\/p>\n
 \u0422\u0430\u043a\u043e\u0436 \u0437\u0430\u0443\u0432\u0430\u0436\u0442\u0435, \u0449\u043e \u044f\u043a\u0449\u043e \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c, \u0437 \u044f\u043a\u0438\u043c \u0432\u0438 \u043f\u0440\u0430\u0446\u044e\u0454\u0442\u0435, \u0454 \u0440\u044f\u0434\u043a\u043e\u0432\u0438\u043c \u0441\u0442\u043e\u0432\u043f\u0446\u0435\u043c, \u0432\u0438 \u043f\u043e\u0432\u0438\u043d\u043d\u0456 \u0441\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 pd.to_datetime()<\/strong> , \u0449\u043e\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0440\u044f\u0434\u043a\u0438 \u043d\u0430 \u0440\u043e\u0437\u043f\u0456\u0437\u043d\u0430\u0432\u0430\u043d\u0456 \u0434\u0430\u0442\u0438:<\/span><\/p>\n
 #convert string column to datetime and calculate day of year\ndf[' day_of_year<\/span> '] = pd. to_datetime<\/span> (df[' date<\/span> ']). dt<\/span> . dayofyear<\/span><\/span>\n<\/span><\/b><\/pre>\n
 \u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h2>\n
 \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 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0457 \u0432 pandas:<\/span><\/p>\n
 \u042f\u043a \u0434\u043e\u0434\u0430\u0432\u0430\u0442\u0438 \u0442\u0430 \u0432\u0456\u0434\u043d\u0456\u043c\u0430\u0442\u0438 \u0434\u043d\u0456 \u0432\u0456\u0434 \u0434\u0430\u0442\u0438 \u0432 Pandas<\/a>
 \u042f\u043a \u0432\u0438\u0431\u0440\u0430\u0442\u0438 \u0440\u044f\u0434\u043a\u0438 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0434\u0430\u0442\u0430\u043c\u0438 \u0432 Pandas<\/a>
 \u042f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u0434\u0430\u0442\u0438 \u0437 \u0440\u043e\u043a\u0443, \u043c\u0456\u0441\u044f\u0446\u044f \u0442\u0430 \u0434\u043d\u044f \u0432 Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437\u0456 \u0441\u0442\u043e\u0432\u043f\u0446\u044f \u0434\u0430\u0442\u0438 \u0432 pandas DataFrame: df[‘ day_of_year ‘] = df[‘ date ‘]. dt . dayofyear \u0423 \u0446\u044c\u043e\u043c\u0443 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u0441\u0442\u0432\u043e\u0440\u044e\u0454\u0442\u044c\u0441\u044f \u043d\u043e\u0432\u0438\u0439 \u0441\u0442\u043e\u0432\u043f\u0435\u0446\u044c \u043f\u0456\u0434 \u043d\u0430\u0437\u0432\u043e\u044e day_of_year , \u044f\u043a\u0438\u0439 \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u0441\u0442\u043e\u0432\u043f\u0446\u0456 date . \u0417\u0432\u0435\u0440\u043d\u0456\u0442\u044c \u0443\u0432\u0430\u0433\u0443, \u0449\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f day_of_year \u043a\u043e\u043b\u0438\u0432\u0430\u0442\u0438\u043c\u0443\u0442\u044c\u0441\u044f \u0432\u0456\u0434 1 (1 […]<\/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":"\nPandas: \u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f<\/title>\n<meta name=\"description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 pandas.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u043e\u0442\u0440\u0438\u043c\u0443\u044e\u0442\u044c-\u0434\u0435\u043d\u044c-\u0440\u043e\u043a\u0443-\u0437-\u0434\u0430\u0442\u0438\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: \u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f\" \/>\n<meta property=\"og:description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 pandas.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u043e\u0442\u0440\u0438\u043c\u0443\u044e\u0442\u044c-\u0434\u0435\u043d\u044c-\u0440\u043e\u043a\u0443-\u0437-\u0434\u0430\u0442\u0438\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-15T14:20:20+00:00\" \/>\n<meta name=\"author\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u0445\u0432\u0438\u043b\u0438\u043d\u0430\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/\",\"url\":\"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/\",\"name\":\"Pandas: \u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/uk\/#website\"},\"datePublished\":\"2023-07-15T14:20:20+00:00\",\"dateModified\":\"2023-07-15T14:20:20+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\"},\"description\":\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 pandas.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/#breadcrumb\"},\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0434\u043e\u0434\u043e\u043c\u0443\",\"item\":\"https:\/\/statorials.org\/uk\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0432\u0456\u0434 \u0434\u0430\u0442\u0438\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/uk\/#website\",\"url\":\"https:\/\/statorials.org\/uk\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/uk\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"uk\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\",\"name\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\"},\"description\":\"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435\",\"sameAs\":[\"http:\/\/statorials.org\/uk\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Pandas: \u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f","description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 pandas.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u043e\u0442\u0440\u0438\u043c\u0443\u044e\u0442\u044c-\u0434\u0435\u043d\u044c-\u0440\u043e\u043a\u0443-\u0437-\u0434\u0430\u0442\u0438\/","og_locale":"uk_UA","og_type":"article","og_title":"Pandas: \u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f","og_description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 pandas.","og_url":"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u043e\u0442\u0440\u0438\u043c\u0443\u044e\u0442\u044c-\u0434\u0435\u043d\u044c-\u0440\u043e\u043a\u0443-\u0437-\u0434\u0430\u0442\u0438\/","og_site_name":"Statorials","article_published_time":"2023-07-15T14:20:20+00:00","author":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","twitter_card":"summary_large_image","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f":"1 \u0445\u0432\u0438\u043b\u0438\u043d\u0430"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/","url":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/","name":"Pandas: \u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f","isPartOf":{"@id":"https:\/\/statorials.org\/uk\/#website"},"datePublished":"2023-07-15T14:20:20+00:00","dateModified":"2023-07-15T14:20:20+00:00","author":{"@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a"},"description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0437 \u0434\u0430\u0442\u0438 \u0432 pandas.","breadcrumb":{"@id":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/#breadcrumb"},"inLanguage":"uk","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/uk\/%d0%bf%d0%b0%d0%bd%d0%b4%d0%b8-%d0%be%d1%82%d1%80%d0%b8%d0%bc%d1%83%d1%8e%d1%82%d1%8c-%d0%b4%d0%b5%d0%bd%d1%8c-%d1%80%d0%be%d0%ba%d1%83-%d0%b7-%d0%b4%d0%b0%d1%82%d0%b8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0434\u043e\u0434\u043e\u043c\u0443","item":"https:\/\/statorials.org\/uk\/"},{"@type":"ListItem","position":2,"name":"Pandas: \u044f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u0435\u043d\u044c \u0440\u043e\u043a\u0443 \u0432\u0456\u0434 \u0434\u0430\u0442\u0438"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/uk\/#website","url":"https:\/\/statorials.org\/uk\/","name":"Statorials","description":"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/uk\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"uk"},{"@type":"Person","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a","name":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","image":{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f"},"description":"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435","sameAs":["http:\/\/statorials.org\/uk"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/3778"}],"collection":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/comments?post=3778"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/3778\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/media?parent=3778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/categories?post=3778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/tags?post=3778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
 \u041f\u0440\u0438\u043c\u0456\u0442\u043a\u0430<\/strong> . \u041f\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 pandas dayofyear<\/strong> \u043c\u043e\u0436\u043d\u0430 \u0437\u043d\u0430\u0439\u0442\u0438 \u0442\u0443\u0442<\/a> .<\/span><\/p>\n