{"id":77872,"date":"2024-03-20T19:04:09","date_gmt":"2024-03-20T10:04:09","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/r%e8%a8%80%e8%aa%9e%e3%81%a7%e8%a1%a8%e5%bd%a2%e5%bc%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e3%81%8b\/"},"modified":"2025-08-11T23:29:23","modified_gmt":"2025-08-11T14:29:23","slug":"r%e8%a8%80%e8%aa%9e%e3%81%a7%e8%a1%a8%e5%bd%a2%e5%bc%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e3%81%8b","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/r%e8%a8%80%e8%aa%9e%e3%81%a7%e8%a1%a8%e5%bd%a2%e5%bc%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e3%81%8b\/","title":{"rendered":"R\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b"},"content":{"rendered":"

R\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u8868\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n

    \n
  1. \u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\uff1aread.csv() \u307e\u305f\u306f read.table() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u8868\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001data <- read.csv(“data.csv”) \u3067\u306f\u3001”data.csv” \u3068\u3044\u3046\u540d\u524d\u306e CSV \u30d5\u30a1\u30a4\u30eb\u3092\u30ed\u30fc\u30c9\u3057\u3066\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092 “data” \u3068\u3044\u3046\u5909\u6570\u306b\u683c\u7d0d\u3057\u307e\u3059\u3002<\/li>\n
  2. \u30c7\u30fc\u30bf\u3092\u78ba\u8a8d\u3059\u308b\uff1ahead() \u95a2\u6570\u3092\u4f7f\u3046\u3068\u30c7\u30fc\u30bf\u306e\u5148\u982d\u884c\u3092\u7d20\u65e9\u304f\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001summary() \u95a2\u6570\u3092\u4f7f\u3046\u3068\u30c7\u30fc\u30bf\u306e\u7d71\u8a08\u7684\u306a\u8981\u7d04\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  3. \u30c7\u30fc\u30bf\u524d\u51e6\u7406\uff1a\u5177\u4f53\u7684\u306a\u30bf\u30b9\u30af\u306b\u5fdc\u3058\u3066\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u5909\u6570\u306e\u5909\u63db\u3001\u6b20\u640d\u5024\u306e\u51e6\u7406\u306a\u3069\u306e\u524d\u51e6\u7406\u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001na.omit() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u5024\u3092\u542b\u3080\u884c\u3092\u524a\u9664\u3057\u305f\u308a\u3001as.numeric() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u6587\u5b57\u578b\u5909\u6570\u3092\u6570\u5024\u578b\u5909\u6570\u306b\u5909\u63db\u3057\u305f\u308a\u3057\u307e\u3059\u3002<\/li>\n
  4. \u8ad6\u7406\u6761\u4ef6\u3084\u5217\u306e\u7d22\u5f15\u3092\u5229\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u3084\u30b5\u30d6\u30bb\u30c3\u30c8\u9078\u629e\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u8ad6\u7406\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u3059\u308b\u306b\u306fsubset()\u95a2\u6570\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u7b2c1\u5217\u3068\u7b2c3\u5217\u306e\u30c7\u30fc\u30bf\u3092\u9078\u629e\u3059\u308b\u306b\u306f\u3001data[, c(1, 3)]\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n
  5. \u30c7\u30fc\u30bf\u306e\u5909\u63db\u3068\u6574\u7406\uff1a\u3055\u307e\u3056\u307e\u306a\u95a2\u6570\u3092\u7528\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306e\u5909\u63db\u3068\u6574\u7406\u3092\u884c\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001mutate() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u65b0\u3057\u3044\u5909\u6570\u3092\u751f\u6210\u3057\u307e\u3059\u3002group_by() \u95a2\u6570\u3068 summarize() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3066\u307e\u3068\u3081\u307e\u3059\u3002<\/li>\n
  6. \u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\uff1aplot()\u3001ggplot() \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30b0\u30e9\u30d5\u4f5c\u6210\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u7406\u89e3\u3068\u89e3\u91c8\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n
  7. \u7d71\u8a08\u89e3\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u95a2\u6570\u3092\u7528\u3044\u3066\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u3084\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\uff0e\u4f8b\u3068\u3057\u3066\u3001lm() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u7dda\u5f62\u56de\u5e30\u89e3\u6790\u3092\u6319\u3052\u307e\u3059\uff0e<\/li>\n
  8. \u30c7\u30fc\u30bf\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\uff1awrite.csv()\u307e\u305f\u306fwrite.table()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u51e6\u7406\u6e08\u30c7\u30fc\u30bf\u3092CSV\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306e\u5f62\u5f0f\u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n

    \u57fa\u672c\u7684\u306a\u30c6\u30fc\u30d6\u30eb\u30c7\u30fc\u30bf\u51e6\u7406\u30b9\u30c6\u30c3\u30d7\u306e\u4e00\u90e8\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u5b9f\u969b\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u304a\u3088\u3073\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    R\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u8868\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\uff1aread.csv() \u307e\u305f\u306f read.table() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u8868\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001data <- rea […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-77872","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"\nR\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"R\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/r\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b\" \/>\n<meta property=\"og:description\" content=\"R\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/r\u8a00\u8a9e\u3067\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u304b\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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