{"id":2133,"date":"2023-07-23T13:19:09","date_gmt":"2023-07-23T13:19:09","guid":{"rendered":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e9%87%8d%e8%a4%87%e8%a1%8c%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b\/"},"modified":"2023-07-23T13:19:09","modified_gmt":"2023-07-23T13:19:09","slug":"r-%e3%81%ae%e9%87%8d%e8%a4%87%e8%a1%8c%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/r-%e3%81%ae%e9%87%8d%e8%a4%87%e8%a1%8c%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b\/","title":{"rendered":"R \u3067\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5 (\u4f8b\u3042\u308a)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R \u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u304b\u3089\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u306b\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u65b9\u6cd5\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 1: Base R \u3092\u4f7f\u7528\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove duplicate rows across entire data frame<\/span>\ndf[ <span style=\"color: #ff0000;\">!<\/span> duplicated(df), ]\n\n<span style=\"color: #008080;\">#remove duplicate rows across specific columns of data frame<\/span>\ndf[ <span style=\"color: #ff0000;\">!<\/span> duplicated(df[c(' <span style=\"color: #ff0000;\">var1<\/span> ')]), ]\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\"><strong>\u65b9\u6cd5 2: dplyr \u3092\u4f7f\u7528\u3059\u308b<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove duplicate rows across entire data frame<\/span> \ndf %&gt;%\n  distinct(.keep_all = <span style=\"color: #008000;\">TRUE<\/span> )\n\n<span style=\"color: #008080;\">#remove duplicate rows across specific columns of data frame<\/span>\ndf %&gt;%\n  distinct(var1, .keep_all = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u6b21\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u3067\u3053\u306e\u69cb\u6587\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'B', 'B', 'B'),\n                 position=c('Guard', 'Guard', 'Forward', 'Guard', 'Center', 'Center'))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team position\n1A Guard\n2 A Guard\n3 A Forward\n4 B Guard\n5B Center\n6B Center\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: Base R \u3092\u4f7f\u7528\u3057\u3066\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001R \u57fa\u672c\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u304b\u3089\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove duplicate rows from data frame\n<span style=\"color: #000000;\">df[ <span style=\"color: #ff0000;\">!<\/span> duplicated(df), ]\n\n  team position\n1A Guard\n3 A Forward\n4 B Guard\n5B Center<\/span><\/span>\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30d9\u30fc\u30b9 R \u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u7279\u5b9a\u306e\u5217\u304b\u3089\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#remove rows where there are duplicates in the 'team' column\n<span style=\"color: #000000;\">df[ <span style=\"color: #ff0000;\">!<\/span> duplicated(df[c(' <span style=\"color: #ff0000;\">team<\/span> ')]), ]\n<\/span><\/span>\n  team position\n1A Guard\n4 B Guard\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: dplyr \u3092\u4f7f\u7528\u3057\u3066\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<strong>unique()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u304b\u3089\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove duplicate rows from data frame<\/span>\ndf %&gt;%\n  distinct(.keep_all = <span style=\"color: #008000;\">TRUE<\/span> )\n\n  team position\n1A Guard\n2 A Forward\n3 B Guard\n4B Center<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>.keep_all<\/strong>\u5f15\u6570\u306f\u3001\u5143\u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u3059\u3079\u3066\u306e\u5217\u3092\u4fdd\u6301\u3059\u308b\u3088\u3046\u306b R \u306b\u6307\u793a\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>distinct()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u5185\u306e\u7279\u5b9a\u306e\u5217\u304b\u3089\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#remove duplicate rows from data frame<\/span>\ndf %&gt;%\n  distinct(team, .keep_all = <span style=\"color: #008000;\">TRUE<\/span> )\n\n  team position\n1A Guard\n2 B Guard\n<\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067\u4ed6\u306e\u4e00\u822c\u7684\u306a\u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ja\/r-\u30c6\u3099\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u304b\u3089\u884c\u3092\u524a\u9664\u3059\u308b\u6761\u4ef6\/\" target=\"_blank\" rel=\"noopener\">\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066R\u3067\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-1-\u3064\u306e\u5217\u306b-na-\u304b\u3099\u542b\u307e\u308c\u308b\u884c\u3092\u524a\u9664\u3059\u308b\/\" target=\"_blank\" rel=\"noopener\">R\u306e\u7279\u5b9a\u306e\u5217\u3067NA\u306e\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u306e\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u304b\u3089\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u306b\u306f\u3001\u6b21\u306e 2 \u3064\u306e\u65b9\u6cd5\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 \u65b9\u6cd5 1: Base R \u3092\u4f7f\u7528\u3059\u308b #remove duplicate rows across entire data fr [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2133","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R \u3067\u91cd\u8907\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R 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