{"id":3280,"date":"2023-07-18T07:55:09","date_gmt":"2023-07-18T07:55:09","guid":{"rendered":"https:\/\/statorials.org\/th\/dplyr-%e0%b9%81%e0%b8%97%e0%b8%99%e0%b8%97%e0%b8%b5%e0%b9%88%e0%b8%84%e0%b9%88%e0%b8%b2%e0%b8%ab%e0%b8%a5%e0%b8%b2%e0%b8%a2%e0%b8%84%e0%b9%88%e0%b8%b2\/"},"modified":"2023-07-18T07:55:09","modified_gmt":"2023-07-18T07:55:09","slug":"dplyr-%e0%b9%81%e0%b8%97%e0%b8%99%e0%b8%97%e0%b8%b5%e0%b9%88%e0%b8%84%e0%b9%88%e0%b8%b2%e0%b8%ab%e0%b8%a5%e0%b8%b2%e0%b8%a2%e0%b8%84%e0%b9%88%e0%b8%b2","status":"publish","type":"post","link":"https:\/\/statorials.org\/th\/dplyr-%e0%b9%81%e0%b8%97%e0%b8%99%e0%b8%97%e0%b8%b5%e0%b9%88%e0%b8%84%e0%b9%88%e0%b8%b2%e0%b8%ab%e0%b8%a5%e0%b8%b2%e0%b8%a2%e0%b8%84%e0%b9%88%e0%b8%b2\/","title":{"rendered":"\u0e27\u0e34\u0e18\u0e35\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e43\u0e19 data frame \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e44\u0e27\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e43\u0e19 data frame \u0e43\u0e19 R \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19\u0e43\u0e19\u0e41\u0e1e\u0e47\u0e04\u0e40\u0e01\u0e08 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> :<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\ndf %&gt;%\n  mutate(var1 = recode(var1, ' <span style=\"color: #ff0000;\">oldvalue1<\/span> ' = ' <span style=\"color: #ff0000;\">newvalue1<\/span> ', ' <span style=\"color: #ff0000;\">oldvalue2<\/span> ' = ' <span style=\"color: #ff0000;\">newvalue2<\/span> '), \n         var2 = recode(var2, ' <span style=\"color: #ff0000;\">oldvalue1<\/span> ' = ' <span style=\"color: #ff0000;\">newvalue1<\/span> ', ' <span style=\"color: #ff0000;\">oldvalue2<\/span> ' = ' <span style=\"color: #ff0000;\">newvalue2<\/span> '))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e41\u0e2a\u0e14\u0e07\u0e27\u0e34\u0e18\u0e35\u0e43\u0e0a\u0e49\u0e44\u0e27\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e19\u0e35\u0e49\u0e43\u0e19\u0e17\u0e32\u0e07\u0e1b\u0e0f\u0e34\u0e1a\u0e31\u0e15\u0e34<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07: \u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e2a\u0e21\u0e21\u0e15\u0e34\u0e27\u0e48\u0e32\u0e40\u0e23\u0e32\u0e21\u0e35\u0e01\u0e23\u0e2d\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e43\u0e19 R \u0e0b\u0e36\u0e48\u0e07\u0e21\u0e35\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e1c\u0e39\u0e49\u0e40\u0e25\u0e48\u0e19\u0e1a\u0e32\u0e2a\u0e40\u0e01\u0e15\u0e1a\u0e2d\u0e25\u0e15\u0e48\u0e32\u0e07\u0e46:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (conf=c('East', 'East', 'West', 'West', 'North'),\n                 position=c('Guard', 'Guard', 'Guard', 'Guard', 'Forward'),\n                 dots=c(22, 25, 29, 13, 18))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   conf position points\n1 East Guard 22\n2 East Guard 25\n3 West Guard 29\n4 West Guard 13\n5 North Forward 18<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0e15\u0e2d\u0e19\u0e19\u0e35\u0e49\u0e2a\u0e21\u0e21\u0e15\u0e34\u0e27\u0e48\u0e32\u0e40\u0e23\u0e32\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e43\u0e19\u0e01\u0e23\u0e2d\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c &#8216;conf&#8217;:<\/strong><\/span>\n<ul>\n<li> <span style=\"color: #000000;\">\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48 &#8220;\u0e15\u0e30\u0e27\u0e31\u0e19\u0e2d\u0e2d\u0e01&#8221; \u0e14\u0e49\u0e27\u0e22 &#8220;E&#8221;<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19 \u201c\u0e15\u0e30\u0e27\u0e31\u0e19\u0e15\u0e01\u201d \u0e40\u0e1b\u0e47\u0e19 \u201cW\u201d<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48 &#8220;\u0e40\u0e2b\u0e19\u0e37\u0e2d&#8221; \u0e14\u0e49\u0e27\u0e22 &#8220;N&#8221;<\/span><\/li>\n<\/ul>\n<\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c &#8220;\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07&#8221;:<\/strong><\/span>\n<ul>\n<li> <span style=\"color: #000000;\">\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19 \u201c\u0e01\u0e32\u0e23\u0e4c\u0e14\u201d \u0e40\u0e1b\u0e47\u0e19 \u201cG\u201d<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19 &#8220;\u0e44\u0e1b\u0e02\u0e49\u0e32\u0e07\u0e2b\u0e19\u0e49\u0e32&#8221; \u0e40\u0e1b\u0e47\u0e19 &#8220;F&#8221;<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0e40\u0e23\u0e32\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e1f\u0e31\u0e07\u0e01\u0e4c\u0e0a\u0e31\u0e19 <strong>mutate()<\/strong> \u0e41\u0e25\u0e30 <strong>recode()<\/strong> \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e17\u0e33\u0e2a\u0e34\u0e48\u0e07\u0e19\u0e35\u0e49:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n#replace multiple values in conf and position columns<\/span>\ndf %&gt;%\n  mutate(conf = recode(conf, ' <span style=\"color: #ff0000;\">East<\/span> ' = ' <span style=\"color: #ff0000;\">E<\/span> ', ' <span style=\"color: #ff0000;\">West<\/span> ' = ' <span style=\"color: #ff0000;\">W<\/span> ', ' <span style=\"color: #ff0000;\">North<\/span> ' = ' <span style=\"color: #ff0000;\">N<\/span> '), \n         position = recode(position, ' <span style=\"color: #ff0000;\">Guard<\/span> ' = ' <span style=\"color: #ff0000;\">G<\/span> ', ' <span style=\"color: #ff0000;\">Forward<\/span> ' = ' <span style=\"color: #ff0000;\">F<\/span> '))\n\n  conf position points\n1EG 22\n2 EG 25\n3 WG 29\n4 WG 13\n5 NF 18\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0e42\u0e1b\u0e23\u0e14\u0e17\u0e23\u0e32\u0e1a\u0e27\u0e48\u0e32\u0e41\u0e15\u0e48\u0e25\u0e30\u0e04\u0e48\u0e32\u0e43\u0e19\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c &#8220;conf&#8221; \u0e41\u0e25\u0e30 &#8220;\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07&#8221; \u0e16\u0e39\u0e01\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e14\u0e49\u0e27\u0e22\u0e04\u0e48\u0e32\u0e40\u0e09\u0e1e\u0e32\u0e30<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0e42\u0e1b\u0e23\u0e14\u0e17\u0e23\u0e32\u0e1a\u0e27\u0e48\u0e32\u0e04\u0e48\u0e32\u0e43\u0e19\u0e04\u0e2d\u0e25\u0e31\u0e21\u0e19\u0e4c &#8220;\u0e04\u0e30\u0e41\u0e19\u0e19&#8221; \u0e22\u0e31\u0e07\u0e04\u0e07\u0e44\u0e21\u0e48\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e41\u0e1b\u0e25\u0e07<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0e41\u0e2b\u0e25\u0e48\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e40\u0e15\u0e34\u0e21<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0e1a\u0e17\u0e0a\u0e48\u0e27\u0e22\u0e2a\u0e2d\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e27\u0e34\u0e18\u0e35\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e01\u0e32\u0e23\u0e07\u0e32\u0e19\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e2d\u0e37\u0e48\u0e19 \u0e46 \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/th\/\u0e16\u0e2d\u0e14\u0e23\u0e2b\u0e31\u0e2a-dplyr\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e1a\u0e31\u0e19\u0e17\u0e36\u0e01\u0e04\u0e48\u0e32\u0e43\u0e2b\u0e21\u0e48\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/dplyr-\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48-na-\u0e14\u0e49\u0e27\u0e22\u0e28\u0e39\u0e19\u0e22\u0e4c\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48 NA \u0e14\u0e49\u0e27\u0e22 Zero \u0e43\u0e19 dplyr<\/a><br \/> <a href=\"https:\/\/statorials.org\/th\/\u0e1a\u0e23\u0e23\u0e17\u0e31\u0e14\u0e01\u0e23\u0e2d\u0e07\u0e17\u0e35\u0e48\u0e21\u0e35\u0e2a\u0e15\u0e23\u0e34\u0e07-dplyr\/\" target=\"_blank\" rel=\"noopener\">\u0e27\u0e34\u0e18\u0e35\u0e01\u0e23\u0e2d\u0e07\u0e41\u0e16\u0e27\u0e17\u0e35\u0e48\u0e21\u0e35\u0e2a\u0e15\u0e23\u0e34\u0e07\u0e1a\u0e32\u0e07\u0e15\u0e31\u0e27\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e44\u0e27\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e15\u0e48\u0e2d\u0e44\u0e1b\u0e19\u0e35\u0e49\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48 [&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":[],"class_list":["post-3280","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0e27\u0e34\u0e18\u0e35\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e43\u0e19 data frame \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr - Statology<\/title>\n<meta name=\"description\" content=\"\u0e1a\u0e17\u0e0a\u0e48\u0e27\u0e22\u0e2a\u0e2d\u0e19\u0e19\u0e35\u0e49\u0e08\u0e30\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e27\u0e34\u0e18\u0e35\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e43\u0e19 data frame \u0e43\u0e19 R \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\" \/>\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\/th\/dplyr-\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\/\" \/>\n<meta property=\"og:locale\" content=\"th_TH\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0e27\u0e34\u0e18\u0e35\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e43\u0e19 data frame \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr - Statology\" \/>\n<meta property=\"og:description\" content=\"\u0e1a\u0e17\u0e0a\u0e48\u0e27\u0e22\u0e2a\u0e2d\u0e19\u0e19\u0e35\u0e49\u0e08\u0e30\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e27\u0e34\u0e18\u0e35\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\u0e43\u0e19 data frame \u0e43\u0e19 R \u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49 dplyr \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/th\/dplyr-\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e04\u0e48\u0e32\u0e2b\u0e25\u0e32\u0e22\u0e04\u0e48\u0e32\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T07:55:09+00:00\" \/>\n<meta name=\"author\" content=\"\u0e14\u0e23.\u0e40\u0e1a\u0e19\u0e08\u0e32\u0e21\u0e34\u0e19 \u0e41\u0e2d\u0e19\u0e40\u0e14\u0e2d\u0e23\u0e4c\u0e2a\u0e31\u0e19\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta 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