{"id":3796,"date":"2023-07-15T11:48:29","date_gmt":"2023-07-15T11:48:29","guid":{"rendered":"https:\/\/statorials.org\/uk\/r-%d0%ba%d0%be%d0%bd%d0%b2%d0%b5%d1%80%d1%82%d1%83%d0%b2%d0%b0%d1%82%d0%b8-%d0%ba%d0%b0%d0%b4%d1%80-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85-%d1%83-%d1%87%d0%b0%d1%81%d0%be%d0%b2%d0%b8%d0%b8-%d1%80%d1%8f%d0%b4\/"},"modified":"2023-07-15T11:48:29","modified_gmt":"2023-07-15T11:48:29","slug":"r-%d0%ba%d0%be%d0%bd%d0%b2%d0%b5%d1%80%d1%82%d1%83%d0%b2%d0%b0%d1%82%d0%b8-%d0%ba%d0%b0%d0%b4%d1%80-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85-%d1%83-%d1%87%d0%b0%d1%81%d0%be%d0%b2%d0%b8%d0%b8-%d1%80%d1%8f%d0%b4","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/r-%d0%ba%d0%be%d0%bd%d0%b2%d0%b5%d1%80%d1%82%d1%83%d0%b2%d0%b0%d1%82%d0%b8-%d0%ba%d0%b0%d0%b4%d1%80-%d0%b4%d0%b0%d0%bd%d0%b8%d1%85-%d1%83-%d1%87%d0%b0%d1%81%d0%be%d0%b2%d0%b8%d0%b8-%d1%80%d1%8f%d0%b4\/","title":{"rendered":"\u042f\u043a \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0447\u0430\u0441\u043e\u0432\u0438\u0439 \u0440\u044f\u0434 \u0443 r"},"content":{"rendered":"

<\/p>\n

\n

\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443 \u0432 R \u2014 \u0446\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e read.zoo()<\/strong> \u0456\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 zoo<\/strong> :<\/span><\/p>\n

 tseries <- read. zoo<\/span> (df)\n<\/strong><\/pre>\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\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/span><\/p>\n
 \u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0447\u0430\u0441\u043e\u0432\u0438\u0439 \u0440\u044f\u0434 \u0443 R<\/strong><\/span><\/h2>\n
 \u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0438\u043c\u043e, \u0449\u043e \u043c\u0438 \u043c\u0430\u0454\u043c\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u0443 R:<\/span><\/p>\n
 #create data frame\n<\/span>df <- data. frame<\/span> (date = as.Date<\/span> (' 2022-01-01<\/span> ') + 0:9,\n                 sales = runif(10, 10, 500) + seq(50, 59)^2)\n\n#view data frame\n<\/span>df\n\n         dirty date\n1 2022-01-01 2797.159\n2 2022-01-02 2782.148\n3 2022-01-03 2801.773\n4 2022-01-04 3257.546\n5 2022-01-05 3415.920\n6 2022-01-06 3267.564\n7 2022-01-07 3577.496\n8 2022-01-08 3627.193\n9 2022-01-09 3509.547\n10 2022-01-10 3670.815\n<\/strong><\/pre>\n
 \u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e class()<\/strong> , \u0449\u043e\u0431 \u043f\u0456\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u0442\u0438, \u0449\u043e df \u043d\u0430\u0440\u0430\u0437\u0456 \u0454 \u043a\u0430\u0434\u0440\u043e\u043c \u0434\u0430\u043d\u0438\u0445:<\/span><\/p>\n
 #display class of df<\/span>\nclass(df)\n\n[1] \"data.frame\"\n<\/strong><\/pre>\n
 \u0429\u043e\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e read.zoo()<\/strong> \u0456\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 zoo<\/strong> :<\/span><\/p>\n
 library<\/span> (zoo)<\/span>\n\n<\/span>#convert data frame to time series\n<\/span>tseries <- read. zoo<\/span> (df)\n\n#view time series\n<\/span>tseries\n\n2022-01-01 2022-01-02 2022-01-03 2022-01-04 2022-01-05 2022-01-06 2022-01-07 \n  2797.159 2782.148 2801.773 3257.546 3415.920 3267.564 3577.496 \n2022-01-08 2022-01-09 2022-01-10 \n  3627.193 3509.547 3670.815<\/strong><\/pre>\n
 \u0406 \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e class()<\/strong> , \u0449\u043e\u0431 \u043f\u0456\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u0442\u0438, \u0449\u043e tseries \u043c\u0430\u0454 \u043a\u043b\u0430\u0441 \u0447\u0430\u0441\u043e\u0432\u0438\u0445 \u0440\u044f\u0434\u0456\u0432 \u00ab\u0437\u043e\u043e\u043f\u0430\u0440\u043a\u00bb.<\/span><\/p>\n
 #display class of tseries<\/span>\nclass(tseries)\n\n[1] \u201czoo\u201d\n<\/strong><\/pre>\n
 \u041c\u0438 \u0442\u0430\u043a\u043e\u0436 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e as.ts()<\/strong> , \u0449\u043e\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443 \u00abzoo\u00bb \u0432 \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443 \u00abts\u00bb:<\/span><\/p>\n
 #convert to ts object\n<\/span>tseries_ts <- as. ts<\/span> (tseries)\n\n#view time series object\n<\/span>tseries_ts\n\nTime Series:\nStart = 18993 \nEnd = 19002 \nFrequency = 1 \n [1] 2797.159 2782.148 2801.773 3257.546 3415.920 3267.564 3577.496 3627.193\n [9] 3509,547 3670,815\n\n#view class\n<\/span>class(tseries_ts)\n\n[1] \u201cts\u201d\n<\/strong><\/pre>\n
 \u0417\u0430\u043b\u0435\u0436\u043d\u043e \u0432\u0456\u0434 \u0432\u0430\u0448\u043e\u0457 \u043a\u0456\u043d\u0446\u0435\u0432\u043e\u0457 \u043c\u0435\u0442\u0438, \u043c\u043e\u0436\u0435 \u043c\u0430\u0442\u0438 \u0441\u0435\u043d\u0441 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443 \u00abzoo\u00bb \u0430\u0431\u043e \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443 \u00abts\u00bb.<\/span><\/p>\n
 \u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span>
<\/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 \u0437\u0430\u0432\u0434\u0430\u043d\u043d\u044f \u0432 R:<\/span><\/p>\n
 \u042f\u043a \u043f\u043e\u0431\u0443\u0434\u0443\u0432\u0430\u0442\u0438 \u0447\u0430\u0441\u043e\u0432\u0438\u0439 \u0440\u044f\u0434 \u0443 R<\/a>
 \u042f\u043a \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0440\u044f\u0434\u043e\u043a \u043d\u0430 Datetime \u0443 R<\/a>
 \u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 difftime \u0432 R \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u0440\u0456\u0437\u043d\u0438\u0446\u0456 \u0432 \u0447\u0430\u0441\u0456<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u043e\u0431\u2019\u0454\u043a\u0442 \u0447\u0430\u0441\u043e\u0432\u043e\u0433\u043e \u0440\u044f\u0434\u0443 \u0432 R \u2014 \u0446\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e read.zoo() \u0456\u0437 \u043f\u0430\u043a\u0435\u0442\u0430 zoo : tseries <- read. zoo (df) \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\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456. \u041f\u0440\u0438\u043a\u043b\u0430\u0434: \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043a\u0430\u0434\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0447\u0430\u0441\u043e\u0432\u0438\u0439 \u0440\u044f\u0434 \u0443 R \u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0438\u043c\u043e, \u0449\u043e \u043c\u0438 \u043c\u0430\u0454\u043c\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u0443 R: #create data […]<\/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":"\n\u042f\u043a \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043a\u0430\u0434\u0440 \u0434\u0430\u043d\u0438\u0445 \u043d\u0430 \u0447\u0430\u0441\u043e\u0432\u0438\u0439 \u0440\u044f\u0434 \u0443 R - Statorials<\/title>\n<meta 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