{"id":2473,"date":"2023-07-22T02:52:07","date_gmt":"2023-07-22T02:52:07","guid":{"rendered":"https:\/\/statorials.org\/ko\/r-%e1%84%80%e1%85%a7%e1%86%af%e1%84%8e%e1%85%b3%e1%86%a8%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%87%e1%85%a9%e1%84%80%e1%85%a1%e1%86%ab\/"},"modified":"2023-07-22T02:52:07","modified_gmt":"2023-07-22T02:52:07","slug":"r-%e1%84%80%e1%85%a7%e1%86%af%e1%84%8e%e1%85%b3%e1%86%a8%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%87%e1%85%a9%e1%84%80%e1%85%a1%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r-%e1%84%80%e1%85%a7%e1%86%af%e1%84%8e%e1%85%b3%e1%86%a8%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%87%e1%85%a9%e1%84%80%e1%85%a1%e1%86%ab\/","title":{"rendered":"R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ubcf4\uac04\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784 \uc5f4\uc5d0 \ub204\ub77d\ub41c \uac12\uc744 \ubcf4\uac04\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008000;\">library<\/span> (zoo)\n\ndf &lt;- df %&gt;%\n        mutate(column_name = na. <span style=\"color: #3366ff;\">approx<\/span> (column_name))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12 \ubcf4\uac04<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uc5f0\uc18d 15\uc77c \ub3d9\uc548 \ud55c \ub9e4\uc7a5\uc758 \ucd1d \ub9e4\ucd9c\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 R\uc5d0 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (day=1:15,\n                 sales=c(3, 6, 8, 10, 14, 17, 20, NA, NA, NA, NA, 35, 39, 44, 49))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   day sales\n1 1 3\n2 2 6\n3 3 8\n4 4 10\n5 5 14\n6 6 17\n7 7 20\n8 8 NA\n9 9 NA\n10 10 NA\n11 11 NA\n12 12 35\n13 13 39\n14 14 44\n15 15 49\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0\ub294 4\uc77c \ub3d9\uc548\uc758 \ud310\ub9e4 \uc218\uce58\uac00 \ub204\ub77d\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub978 \ub9e4\ucd9c\uc744 \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \uac04\ub2e8\ud55c \uaebe\uc740\uc120\ud615 \ucc28\ud2b8\ub97c \ub9cc\ub4e0 \uacbd\uc6b0 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create line chart to visualize sales\n<\/span>plot(df$sales, type=' <span style=\"color: #ff0000;\">o<\/span> ', pch= <span style=\"color: #008000;\">16<\/span> , col=' <span style=\"color: #ff0000;\">steelblue<\/span> ', xlab=' <span style=\"color: #ff0000;\">Day<\/span> ', ylab=' <span style=\"color: #ff0000;\">Sales<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22138\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/imputer1.png\" alt=\"R\uc5d0\uc11c \uacb0\uce21\uac12 \ubcf4\uac04\" width=\"546\" height=\"388\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub204\ub77d\ub41c \uac12\uc744 \ucc44\uc6b0\uae30 \uc704\ud574 <strong>Zoo<\/strong> \ud328\ud0a4\uc9c0\uc758 <a href=\"https:\/\/www.rdocumentation.org\/packages\/zoo\/versions\/1.8-9\/topics\/na.approx\" target=\"_blank\" rel=\"noopener\">na.about()<\/a> \ud568\uc218\uc640 <strong>dplyr<\/strong> \ud328\ud0a4\uc9c0\uc758 <a href=\"https:\/\/dplyr.tidyverse.org\/reference\/mutate.html\" target=\"_blank\" rel=\"noopener\">mutate()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008000;\">library<\/span> (zoo)\n\n<span style=\"color: #008080;\">#interpolate missing values in 'sales' column\n<\/span>df &lt;- df %&gt;%\n        mutate(sales = na. <span style=\"color: #3366ff;\">approx<\/span> (sales))\n\n<span style=\"color: #008080;\">#view updated data frame<\/span>\ndf\n\n   day sales\n1 1 3\n2 2 6\n3 3 8\n4 4 10\n5 5 14\n6 6 17\n7 7 20\n8 8 23\n9 9 26\n10 10 29\n11 11 32\n12 12 35\n13 13 39\n14 14 44\n15 15 49\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub204\ub77d\ub41c \uac12\uc740 \uac01\uac01 \ub300\uccb4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc5c5\ub370\uc774\ud2b8\ub41c \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \ub610 \ub2e4\ub978 \uc120 \ucc28\ud2b8\ub97c \uc0dd\uc131\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create line chart to visualize sales\n<\/span>plot(df$sales, type=' <span style=\"color: #ff0000;\">o<\/span> ', pch= <span style=\"color: #008000;\">16<\/span> , col=' <span style=\"color: #ff0000;\">steelblue<\/span> ', xlab=' <span style=\"color: #ff0000;\">Day<\/span> ', ylab=' <span style=\"color: #ff0000;\">Sales<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22139 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/imputer2.png\" alt=\"\" width=\"542\" height=\"383\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>na.about()<\/strong> \ud568\uc218\uc5d0 \uc758\ud574 \uc120\ud0dd\ub41c \uac12\uc740 \ub370\uc774\ud130\uc758 \ucd94\uc138\uc640 \uaf64 \uc798 \uc77c\uce58\ud558\ub294 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc740 R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ucd94\uac00 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r-\u1100\u1167\u11af\u110e\u1173\u11a8\u1100\u1161\u11b9-\u110e\u1161\u11bd\u1100\u1175\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ucc3e\uace0 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u1100\u1167\u11af\u110e\u1173\u11a8\u1100\u1161\u11b9-\u1103\u1162\u110e\u1175\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \uacb0\uce21\uac12\uc744 \ubaa8\ub450 \ub300\uce58\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1102\u1161\u110b\u1163?\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c is.na \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784 \uc5f4\uc5d0 \ub204\ub77d\ub41c \uac12\uc744 \ubcf4\uac04\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. library (dplyr) library (zoo) df &lt;- df %&gt;% mutate(column_name = na. approx (column_name)) \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12 \ubcf4\uac04 \uc5f0\uc18d 15\uc77c \ub3d9\uc548 \ud55c \ub9e4\uc7a5\uc758 \ucd1d \ub9e4\ucd9c\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 R\uc5d0 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2473","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ubcf4\uac04\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ubcf4\uac04\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\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\/ko\/r-\u1100\u1167\u11af\u110e\u1173\u11a8\u1100\u1161\u11b9-\u1107\u1169\u1100\u1161\u11ab\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c \ub204\ub77d\ub41c \uac12\uc744 \ubcf4\uac04\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - 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