{"id":4188,"date":"2023-07-12T23:54:51","date_gmt":"2023-07-12T23:54:51","guid":{"rendered":"https:\/\/statorials.org\/ko\/r-dplyr%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ad%e1%84%8b%e1%85%a3%e1%86%a8-%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8\/"},"modified":"2023-07-12T23:54:51","modified_gmt":"2023-07-12T23:54:51","slug":"r-dplyr%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ad%e1%84%8b%e1%85%a3%e1%86%a8-%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r-dplyr%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ad%e1%84%8b%e1%85%a3%e1%86%a8-%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8\/","title":{"rendered":"Dplyr\uc744 \uc0ac\uc6a9\ud558\uc5ec r\uc5d0\uc11c \uc694\uc57d \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>dplyr<\/strong> \ud328\ud0a4\uc9c0\uc758 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc788\ub294 \ubaa8\ub4e0 \uc22b\uc790 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc694\uc57d \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \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> (tidyr)\n\ndf %&gt;% summarise(across(where(is. <span style=\"color: #3366ff;\">numeric<\/span> ), .fns = \n                     list(min = min,\n                          median = median,\n                          mean = mean,\n                          stdev = sd,\n                          q25 = ~quantile(., <span style=\"color: #008000;\">0.25<\/span> ),\n                          q75 = ~quantile(., <span style=\"color: #008000;\">0.75<\/span> ),\n                          max = max))) %&gt;%\n  pivot_longer(everything(), names_sep=' <span style=\"color: #ff0000;\">_<\/span> ', names_to=c(' <span style=\"color: #ff0000;\">variable<\/span> ', ' <span style=\"color: #ff0000;\">.value<\/span> '))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>summarise()<\/strong> \ud568\uc218\ub294 <strong>dplyr<\/strong> \ud328\ud0a4\uc9c0\uc5d0\uc11c \uc81c\uacf5\ub418\uba70 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc694\uc57d \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>ivot_longer()<\/strong> \ud568\uc218\ub294 <strong>Tidyr<\/strong> \ud328\ud0a4\uc9c0\uc5d0\uc11c \uc81c\uacf5\ub418\uba70 \uc77d\uae30 \uc27d\ub3c4\ub85d \ucd9c\ub825 \ud615\uc2dd\uc744 \uc9c0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud2b9\uc815 \uad6c\ubb38\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uac01 \uc22b\uc790 \ubcc0\uc218\uc5d0 \ub300\ud574 \ub2e4\uc74c \uc694\uc57d \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ucd5c\uc18c\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc911\uc559\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud3c9\uade0\uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud45c\uc900 \ud3b8\ucc28<\/span><\/li>\n<li> <span style=\"color: #000000;\">25\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\">75\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ucd5c\ub300\uac12<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: dplyr\uc744 \uc0ac\uc6a9\ud558\uc5ec R\uc5d0\uc11c \uc694\uc57d \ud1b5\uacc4 \uacc4\uc0b0<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \ud3ec\ud568\ud558\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 R\uc5d0 \uc788\ub2e4\uace0 \uac00\uc815\ud569\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> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 points=c(12, 15, 19, 14, 24, 25, 39, 34),\n                 assists=c(6, 8, 8, 9, 12, 6, 8, 10),\n                 rebounds=c(9, 9, 8, 10, 8, 4, 3, 3))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists rebounds\n1 to 12 6 9\n2 A 15 8 9\n3 A 19 8 8\n4 A 14 9 10\n5 B 24 12 8\n6 B 25 6 4\n7 B 39 8 3\n8 B 34 10 3<\/strong>\n<\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ud504\ub808\uc784\uc758 \uac01 \uc22b\uc790 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc694\uc57d \ud1b5\uacc4\ub97c \uacc4\uc0b0\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> (tidyr)\n\n<span style=\"color: #008080;\">#calculate summary statistics for each numeric variable in data frame\n<\/span>df %&gt;% summarise(across(where(is. <span style=\"color: #3366ff;\">numeric<\/span> ), .fns = \n                     list(min = min,\n                          median = median,\n                          mean = mean,\n                          stdev = sd,\n                          q25 = ~quantile(., <span style=\"color: #008000;\">0.25<\/span> ),\n                          q75 = ~quantile(., <span style=\"color: #008000;\">0.75<\/span> ),\n                          max = max))) %&gt;%\n  pivot_longer(everything(), names_sep=' <span style=\"color: #ff0000;\">_<\/span> ', names_to=c(' <span style=\"color: #ff0000;\">variable<\/span> ', ' <span style=\"color: #ff0000;\">.value<\/span> '))\n\n# A tibble: 3 x 8\n  variable min median mean stdev q25 q75 max\n             \n1 points 12 21.5 22.8 9.74 14.8 27.2 39\n2 assists 6 8 8.38 2.00 7.5 9.25 12\n3 rebounds 3 8 6.75 2.92 3.75 9 10\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>&nbsp;<\/strong> \uacb0\uacfc\uc5d0\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ud3ec\uc778\ud2b8 \uc5f4\uc758 \ucd5c\uc18c\uac12\uc740 <strong>12<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud3ec\uc778\ud2b8 \uc5f4\uc758 \uc911\uc559\uac12\uc740 <strong>21.5<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ud3ec\uc778\ud2b8 \uc5f4\uc758 \ud3c9\uade0\uac12\uc740 <strong>22.8<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub4f1\ub4f1.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : \uc774 \uc608\uc5d0\uc11c\ub294 dplyr <strong>across()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc5d0 \ub300\ud55c \uc804\uccb4 \ubb38\uc11c\ub294 <a href=\"https:\/\/dplyr.tidyverse.org\/reference\/across.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> \ucc3e\uc744 \uc218 \uc788\uc2b5\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\uc5d0\uc11c\ub294 dplyr\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uae30\ub2a5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/dplyr-\u110b\u116d\u110b\u1163\u11a8-\u110b\u1172\u110c\u1175-\u110b\u1167\u11af\/\" target=\"_blank\" rel=\"noopener\">\ub370\uc774\ud130\ub97c \uc694\uc57d\ud558\uc9c0\ub9cc dplyr\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub4e0 \uc5f4\uc744 \uc720\uc9c0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/dplyr\u110b\u1173\u11ab-\u110b\u1167\u1105\u1165-\u110b\u1167\u11af\u110b\u1173\u11af-\u110b\u116d\u110b\u1163\u11a8\u1112\u1161\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">dplyr\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5ec\ub7ec \uc5f4\uc744 \uc694\uc57d\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u116d\u110c\u116e\u11ab\u1111\u1167\u11ab\u110e\u1161-dplyr\/\" target=\"_blank\" rel=\"noopener\">dplyr\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud45c\uc900\ud3b8\ucc28\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>dplyr \ud328\ud0a4\uc9c0\uc758 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec R\uc758 \ub370\uc774\ud130 \ud504\ub808\uc784\uc5d0 \uc788\ub294 \ubaa8\ub4e0 \uc22b\uc790 \ubcc0\uc218\uc5d0 \ub300\ud55c \uc694\uc57d \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. library (dplyr) library (tidyr) df %&gt;% summarise(across(where(is. numeric ), .fns = list(min = min, median = median, mean = mean, stdev = sd, q25 = ~quantile(., 0.25 ), q75 = ~quantile(., 0.75 ), max = [&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-4188","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\/ 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