{"id":3500,"date":"2022-11-18T23:31:17","date_gmt":"2022-11-18T14:31:17","guid":{"rendered":"https:\/\/techmania.jp\/blog\/?p=3500"},"modified":"2023-08-03T16:43:06","modified_gmt":"2023-08-03T07:43:06","slug":"r0001","status":"publish","type":"post","link":"https:\/\/techmania.jp\/blog\/r0001\/","title":{"rendered":"R\u8a00\u8a9e\u3068\u306f\u30105\u5206\u3067\u308f\u304b\u308b\u3011\u7279\u5fb4\u3001\u3067\u304d\u308b\u3053\u3068\u3001Python\u3068\u306e\u9055\u3044"},"content":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u306e\u6ce8\u76ee\u5ea6\u304c\u4e0a\u304c\u3063\u305f\u3053\u3068\u3067\u300cR\u8a00\u8a9e\u300d\u3068\u3044\u3046\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u8033\u306b\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u305f\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>R\u8a00\u8a9e\u3067\u3069\u3093\u306a\u8a00\u8a9e\u3067\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u8abf\u3079\u3066\u3082\u5c02\u9580\u7684\u306a\u5185\u5bb9\u3070\u304b\u308a\u3067\u6982\u8981\u3092\u63b4\u3080\u306e\u304c\u96e3\u3057\u3044\u3068\u611f\u3058\u308b\u4eba\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u672c\u8a18\u4e8b\u3067\u306f\u3001R\u8a00\u8a9e\u306e\u7279\u5fb4\u3084\u3067\u304d\u308b\u3053\u3068\u3001Python\u3068\u306e\u9055\u3044\u3001\u74b0\u5883\u69cb\u7bc9\u306e\u624b\u9806\u307e\u3067\u3001\u306a\u308b\u3079\u304f\u308f\u304b\u308a\u3084\u3059\u3044\u3088\u3046\u304b\u307f\u7815\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002\u5b66\u7fd2\u3057\u3088\u3046\u304b\u8ff7\u3063\u3066\u3044\u308b\u4eba\u3082\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u308c\u3067\u306f\u65e9\u901f\u3001R\u8a00\u8a9e\u3068\u306f\u3069\u3046\u3044\u3063\u305f\u8a00\u8a9e\u306a\u306e\u304b\u3068\u3044\u3046\u3068\u3053\u308d\u304b\u3089\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2 id=\"outline__1\" class=\"wp-block-heading\">R\u8a00\u8a9e\u3068\u306f\uff1f<\/h2>\n\n\n<p>R\u8a00\u8a9e\u3068\u306f\u3001\u7d71\u8a08\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u306b\u7279\u5316\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3059\u3002<br \/>R\u8a00\u8a9e\u306f\u30011990 \u5e74\u4ee3\u306b\u30cb\u30e5\u30fc\u30b8\u30fc\u30e9\u30f3\u30c9\u306e\u30aa\u30fc\u30af\u30e9\u30f3\u30c9\u5927\u5b66\u306e\u7814\u7a76\u8005\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u3001\u7d71\u8a08\u51e6\u7406\u8a00\u8a9e\u3067\u3042\u308b\u300cS\u8a00\u8a9e\u300d\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u304c\u5f97\u610f\u306a\u300cScheme\u300d\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3001C\u8a00\u8a9e\u3084 PHP 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class=\"wp-block-heading\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u4eba\u6c17\u30fb\u30c8\u30ec\u30f3\u30c9\u8abf\u67fb\u3067\u3082\u30e9\u30f3\u30af\u30a4\u30f3<\/h3>\n\n\n<p>TIOBE Software\u304c\u767a\u8868\u3057\u305f\u300cTIOBE Index\u300d\u306b\u3088\u308b2023\u5e747\u6708\u6642\u70b9\u3067\u306e\u4eba\u6c17\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30e9\u30f3\u30ad\u30f3\u30b0\u3067\u3082R\u8a00\u8a9e\u306f19\u4f4d\u306b\u30e9\u30f3\u30af\u30a4\u30f3\u3057\u3066\u3044\u307e\u3059\u3002200\u4ee5\u4e0a\u306e\u8a00\u8a9e\u304c\u5b58\u5728\u3059\u308b\u4e2d\u3067\u3001\u5c02\u9580\u5206\u91ce\u306b\u7279\u5316\u3057\u305fR\u8a00\u8a9e\u304c\u30e9\u30f3\u30af\u30a4\u30f3\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u305d\u308c\u3060\u3051\u6a5f\u68b0\u5b66\u7fd2\u3084\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u89e3\u6790\u304c\u6ce8\u76ee\u3055\u308c\u3001\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3046\u304b\u304c\u3048\u308b\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u6307\u6a19\u306f\u3001Google \u3084 Wikipedia\u3001Amazon \u306a\u3069\u306e\u4e3b\u8981\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u691c\u7d22\u7d50\u679c\u3092\u5206\u6790\u3057\u3066\u4f5c\u3089\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u975e\u5e38\u306b\u4fe1\u983c\u6027\u304c\u9ad8\u3044\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n<h2 id=\"outline__2\" class=\"wp-block-heading\">R\u8a00\u8a9e\u306e\u7279\u5fb4\u306f\uff1f<\/h2>\n\n\n<h3 id=\"outline__2_1\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u8ab0\u3067\u3082\u5229\u7528\u3067\u304d\u308b<\/h3>\n<p>R\u8a00\u8a9e\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3042\u308b\u305f\u3081\u3001\u5229\u7528\u3059\u308b\u306e\u306b\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u8cfc\u5165\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u8ab0\u3067\u3082\u624b\u8efd\u306b\u5229\u7528\u3092\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<br \/>\u307e\u305f\u3001R\u8a00\u8a9e\u306f\u62e1\u5f35\u6027\u3082\u9ad8\u304f\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3082\u3067\u304d\u3001\u518d\u914d\u5e03\u3082\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u4e16\u754c\u4e2d\u306e\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066\u767a\u5c55\u3057\u307e\u3057\u305f\u3002\u6570\u3042\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u306a\u304b\u3067\u3082\u3001<a href=\"https:\/\/www.r-project.org\/contributors.html\" target=\"_blank\" rel=\"noopener\">R Development Core Team<\/a> \u3084 <a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">CRAN (the Comprehensive R Archive Network)<\/a> \u304c\u6709\u540d\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__2_2\">\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u7c21\u5358<\/h3>\n<p>R\u8a00\u8a9e\u306f\u7d71\u8a08\u5b66\u8005\u304c\u4f5c\u6210\u3057\u305f\u8a00\u8a9e\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u30b3\u30fc\u30c9\u81ea\u4f53\u306e\u96e3\u6613\u5ea6\u306f\u9ad8\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u3042\u308b\u7a0b\u5ea6\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u3042\u308b\u4eba\u3067\u3042\u308c\u3070\u6587\u6cd5\u3082\u7406\u89e3\u3057\u6613\u304f\u3001\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u7fd2\u5f97\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3001\u305d\u306e\u5206\u3001\u307b\u304b\u306e\u8a00\u8a9e\u3068\u306f\u9055\u3063\u3066\u4f7f\u3044\u3053\u306a\u3059\u306b\u306f\u7d71\u8a08\u5206\u6790\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 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id=\"outline__2_4\">\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u30fb\u30b0\u30e9\u30d5\u5316\u304c\u3067\u304d\u308b<\/h3>\n<p>R\u8a00\u8a9e\u306f\u30b0\u30e9\u30d5\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3082\u5f97\u610f\u3068\u3057\u3066\u3044\u307e\u3059\u3002R\u8a00\u8a9e\u306b\u306f\u7c21\u5358\u306b\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3059\u308b\u95a2\u6570\u3084\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u6570\u591a\u304f\u5099\u308f\u3063\u3066\u304a\u308a\u3001\u306a\u304b\u3067\u3082\u300cGgplot2\u300d\u3084\u300cPlotly\u300d\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u4eba\u6c17\u3067\u3059\u3002<br \/>R\u8a00\u8a9e\u3067\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u3068\u3057\u3066\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u3084\u89e3\u6790\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\u305f\u3068\u3048\u3070\u3001\u300chist(data)\u300d\u3068\u3044\u3046\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3067\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3057\u3001\u307b\u304b\u306b\u3082 plot\u95a2\u6570\u3067\u6563\u5e03\u56f3\u3084\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3001barplot\u95a2\u6570\u3067\u68d2\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<br \/>\u3053\u306e\u3088\u3046\u306b\u3001R\u8a00\u8a9e\u3067\u306f\u3001\u7d71\u8a08\u5206\u6790\u306b\u7528\u3044\u308b\u30b0\u30e9\u30d5\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u7d30\u304b\u304f\u8a2d\u5b9a\u3057\u3001\u7c21\u5358\u306b\u63cf\u753b\u3067\u304d\u308b\u305f\u3081\u3001\u30b0\u30e9\u30d5\u4f5c\u6210\u306b\u3082 R\u8a00\u8a9e\u304c\u7528\u3044\u3089\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__2_5\">\u7d71\u8a08\u5206\u91ce\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u8c4a\u5bcc<\/h3>\n<p>R\u8a00\u8a9e\u306f\u7d71\u8a08\u89e3\u6790\u306e\u305f\u3081\u306b\u4f5c\u3089\u308c\u305f\u8a00\u8a9e\u3067\u3042\u308b\u305f\u3081\u3001\u7d71\u8a08\u95a2\u9023\u306e\u8c4a\u5bcc\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u629c\u7fa4\u306e\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u306f\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3084\u95a2\u6570\u3092\u3072\u3068\u307e\u3068\u3081\u306b\u3057\u305f\u3082\u306e\u3092\u6307\u3057\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u624b\u9593\u304c\u7701\u3051\u3066\u958b\u767a\u306e\u52b9\u7387\u5316\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\u524d\u8ff0\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3001CRAN \u306b\u306f 18,887 \u3082\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u3042\u308a\u3001\u65e5\u3005\u5897\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\u3053\u306e\u3088\u3046\u306b\u591a\u7a2e\u591a\u69d8\u3067\u8c4a\u5bcc\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u3042\u308b\u3053\u3068\u3067\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067 R\u8a00\u8a9e\u304c\u6d3b\u7528\u3067\u304d\u3066\u3044\u307e\u3059\u3002<br \/>\u305f\u3060\u3001\u9006\u306b\u8a00\u3048\u3070\u3001\u591a\u304f\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u6563\u5728\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u3057\u3063\u304b\u308a\u6d3b\u7528\u3059\u308b\u306b\u306f\u4e8b\u524d\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u77e5\u8b58\u3092\u3064\u3051\u3001\u76ee\u7684\u306b\u9069\u3057\u305f\u3082\u306e\u3092\u9078\u3076\u3053\u3068\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__2_6\">OS\u306b\u4f9d\u5b58\u3057\u306a\u3044<\/h3>\n<p>R\u8a00\u8a9e\u306f\u30de\u30eb\u30c1\u30d7\u30e9\u30c3\u30c8\u30db\u30fc\u30e0\u306e\u305f\u3081\u3001OS \u74b0\u5883\u306b\u5236\u9650\u3055\u308c\u307e\u305b\u3093\u3002<br \/>\u591a\u304f\u306e\u30e6\u30fc\u30b6\u304c\u958b\u767a\u306b\u643a\u308f\u308c\u3066\u30c7\u30fc\u30bf\u306e\u5171\u6709\u3082\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__2_7\">\u4ed6\u306e\u8a00\u8a9e\u3084\u30c4\u30fc\u30eb\u3068\u306e\u4e92\u63db\u6027\u304c\u9ad8\u3044<\/h3>\n<p>R\u8a00\u8a9e\u306f\u975e\u5e38\u306b\u4e92\u63db\u6027\u304c\u9ad8\u304f\u3001C\u8a00\u8a9e\u3084 C++\u3001Python\u3001Java\u3001SAS\u3001SPSS \u3068\u3044\u3063\u305f\u591a\u304f\u8a00\u8a9e\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30b7\u30b9\u30c6\u30e0\u3001BI\u30c4\u30fc\u30eb\u3068\u3082\u9023\u643a\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<div style=\"margin-top: 4%;\">\n<p style=\"text-align: center; text-decoration: underline blue; font-weight: bold;\"><a href=\"https:\/\/techmania.jp\/lp\/2\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u57fa\u790e\u304b\u3089\u30b5\u30a4\u30c8\u5236\u4f5c\u307e\u3067<br \/>\u2193\u5b9f\u8df5\u529b\u304c\u8eab\u306b\u3064\u304f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u2193<\/a><\/p>\n<\/div>\n<div style=\"text-align: center; margin-top: 1%;\"><a href=\"https:\/\/techmania.jp\/lp\/2\"><img decoding=\"async\" style=\"width: 300px;\" src=\"https:\/\/techmania.jp\/blog\/wp-content\/uploads\/2023\/05\/sc4.jpg\" alt=\"IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5b66\u6821 \u30c6\u30c3\u30af\u30de\u30cb\u30a2\u30b9\u30af\u30fc\u30eb\" \/><\/a><\/div>\n<div style=\"margin-top: -0.3%;\">\n<p style=\"text-align: center; text-decoration: underline red; font-weight: bold;\"><a href=\"https:\/\/techmania.jp\/lp\/2\"><span style=\"color: red;\">\u226b\u30e2\u30cb\u30bf\u30fc\u5272\u5f15\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u5b9f\u65bd\u4e2d\uff01\u226a<\/span><\/a><\/p>\n<\/div>\n\n\n<h2 id=\"outline__3\" class=\"wp-block-heading\">R\u8a00\u8a9e\u3067\u3067\u304d\u308b\u3053\u3068\u306f\uff1f<\/h2>\n\n\n<p>R\u8a00\u8a9e\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3084\u5834\u9762\u3067\u4f7f\u308f\u308c\u307e\u3059\u304c\u3001R\u8a00\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3069\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u5b9f\u73fe\u3067\u304d\u308b\u306e\u304b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"outline__3_1\">\u7d71\u8a08\u89e3\u6790<\/h3>\n<p>R\u8a00\u8a9e\u306f\u3001\u7d71\u8a08\u89e3\u6790\u306b\u6700\u9069\u306a\u8a00\u8a9e\u3067\u3059\u3002\u305d\u308c\u306f\u3001\u7279\u5fb4\u3067\u3082\u8ff0\u3079\u305f\u3068\u304a\u308a\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u3084\u3001\u30c7\u30fc\u30bf\u306e\u30b0\u30e9\u30d5\u5316\u306b\u512a\u308c\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002\u307e\u305f\u3001\u7d71\u8a08\u89e3\u6790\u967d\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u8c4a\u5bcc\u306b\u3042\u308b\u3053\u3068\u3084\u4e16\u754c\u4e2d\u306e\u30e6\u30fc\u30b6\u304b\u3089\u914d\u5e03\u3055\u308c\u305f\u77e5\u898b\u3092\u624b\u8efd\u306b\u5229\u7528\u3067\u304d\u308b\u306e\u3082R\u304c\u7d71\u8a08\u89e3\u6790\u306b\u9069\u3057\u3066\u3044\u308b\u4e00\u56e0\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__3_2\">\u6a5f\u68b0\u5b66\u7fd2<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3068\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u3066\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u3053\u308c\u306f\u7d71\u8a08\u89e3\u6790\u306b\u7279\u5316\u3057\u305fR\u8a00\u8a9e\u306e\u5f97\u610f\u5206\u91ce\u3067\u3059\u3002<\/p>\n\n\n<h2 id=\"outline__4\" class=\"wp-block-heading\">R\u8a00\u8a9e\u304c\u6d3b\u304b\u305b\u308b\u8077\u696d\u306f\uff1f<\/h2>\n\n\n<h3 id=\"outline__4_1\">\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2<\/h3>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u884c\u3046\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u6307\u3057\u307e\u3059\u3002\u8a2d\u8a08\u304b\u3089\u69cb\u7bc9\u3001\u904b\u7528\u3001\u4fdd\u5b88\u307e\u3067\u3001\u4e00\u9023\u306e\u6d41\u308c\u3092\u62c5\u5f53\u3057\u307e\u3059\u3002<br \/>R\u8a00\u8a9e\u306b\u306f\u300cdplyer\u300d\u3084\u300cstringr\u300d\u306a\u3069\u306e\u305d\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u5229\u7528\u3067\u304d\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u8c4a\u5bcc\u306b\u5099\u308f\u3063\u3066\u3044\u308b\u305f\u3081\u3001R\u8a00\u8a9e\u3092\u4f7f\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3092\u884c\u3046\u3053\u3068\u3082\u591a\u3044\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__4_2\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2<\/h3>\n<p>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u3084\u30c4\u30fc\u30eb\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u306e\u958b\u767a\u3092\u884c\u3046\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u6307\u3057\u307e\u3059\u3002<br \/>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u958b\u767a\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__4_3\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/h3>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u304b\u3089\u7d71\u8a08\u89e3\u6790\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3044\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u6d3b\u7528\u3067\u304d\u308b\u6709\u7528\u306a\u77e5\u898b\u3092\u898b\u51fa\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u8077\u638c\u3067\u3059\u3002\u6628\u4eca\u3001\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u304d\u305f\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3082\u6ce8\u76ee\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"outline__4_4\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/h3>\n<p>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001\u81a8\u5927\u306a\u60c5\u5831\u304b\u3089\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3044\u3001\u8ab2\u984c\u89e3\u6c7a\u306e\u63d0\u6848\u3092\u3059\u308b\u8077\u638c\u3067\u3059\u3002<\/p>\n<h3 id=\"outline__4_5\">AI\u30a8\u30f3\u30b8\u30cb\u30a2<\/h3>\n<p>AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u3001\u958b\u767a\u3001\u904b\u7528\u3092\u884c\u3046\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u6307\u3057\u307e\u3059\u3002AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u4e00\u822c\u7684\u306b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5206\u91ce\u3068\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u5206\u91ce\u306b\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h2 id=\"outline__5\" class=\"wp-block-heading\">R\u8a00\u8a9e\u3068Python\u306e\u9055\u3044\u306f\uff1f<\/h2>\n\n\n<p>R\u8a00\u8a9e\u3068 Python 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id=\"outline__5_1\">\u7d71\u8a08\u89e3\u6790\u306b\u7279\u5316\u3057\u305fR\u8a00\u8a9e<\/h3>\n<p>R\u8a00\u8a9e\u306f\u7d71\u8a08\u89e3\u6790\u306e\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u8a00\u8a9e\u306e\u305f\u3081\u3001\u7d71\u8a08\u5b66\u3001\u7d71\u8a08\u89e3\u6790\u306b\u95a2\u3057\u3066\u306f\u629c\u7fa4\u306e\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<br \/>\u9006\u306b\u8a00\u3063\u3066\u3057\u307e\u3048\u3070\u3001\u7d71\u8a08\u89e3\u6790\u4ee5\u5916\u306e\u5206\u91ce\u306b\u306f\u4e0d\u5411\u304d\u3068\u3044\u3048\u307e\u3059\u3002R\u8a00\u8a9e\u5358\u4f53\u3067Web\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001R\u8a00\u8a9e\u3060\u3051\u306e\u77e5\u8b58\u3092\u6df1\u3081\u3066\u3082\u3001\u809d\u5fc3\u306e\u7d71\u8a08\u5b66\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u306a\u3051\u308c\u3070\u3046\u307e\u304f\u6d3b\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u305d\u306e\u77e5\u8b58\u3082\u4f75\u305b\u3066\u5b66\u7fd2\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"outline__5_2\">\u51e6\u7406\u901f\u5ea6\u3084\u6c4e\u7528\u6027\u306b\u512a\u308c\u3066\u3044\u308bPython<\/h3>\n<p>\u51e6\u7406\u901f\u5ea6\u3084\u6c4e\u7528\u6027\u306b\u9577\u3051\u308b Python \u306f\u7d71\u8a08\u89e3\u6790\u3082\u5f97\u610f\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3069\u3061\u3089\u304b\u3068\u3044\u3046\u3068 Python \u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u5411\u304d\u306e\u8a00\u8a9e\u3067\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u306e\u958b\u767a\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308b\u305f\u3081\u3001\u8a00\u8a9e\u3092\u5b66\u7fd2\u3059\u308b\u76ee\u7684\u3084\u5c06\u6765\u306e\u30ad\u30e3\u30ea\u30a2\u5f62\u6210\u306b\u3088\u3063\u3066\u5b66\u3076\u8a00\u8a9e\u3092\u9078\u629e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u307e\u305f\u3001<span class=\"markerYellow\"><strong>\u7d71\u8a08\u89e3\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306b\u8208\u5473\u304c\u3042\u308b\u65b9\u306f Python \u3068 R\u8a00\u8a9e\u4e21\u65b9\u3092\u5b66\u3076\u306e\u3082\u624b<\/strong><\/span>\u3067\u3059\u3002<br \/>\u30c7\u30fc\u30bf\u3092\u53cd\u5fa9\u7684\u306b\u53ce\u96c6\u3001\u5206\u6790\u3057\u3001\u4eee\u8aac\u3092\u7d44\u307f\u7acb\u3066\u308b\u3068\u3044\u3046\u63a2\u7d22\u578b\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u4f5c\u696d\u306b\u306f R\u8a00\u8a9e\u3092\u5229\u7528\u3057\u3001\u305d\u308c\u3067\u5f97\u3089\u308c\u305f\u6700\u9069\u5316\u30e2\u30c7\u30eb\u3067\u30b7\u30b9\u30c6\u30e0\u306b\u7d44\u307f\u8fbc\u3080\u306e\u306b\u306f\u4e00\u5ea6\u3001\u7d44\u3093\u3060\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u518d\u5229\u7528\u3067\u304d\u308b Python \u3092\u4f7f\u3046\u306a\u3069\u3001\u7528\u9014\u306b\u3088\u3063\u3066\u4f7f\u3044\u5206\u3051\u308b\u306e\u304c\u7406\u60f3\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u7d71\u8a08\u89e3\u6790\u306e\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6d3b\u8e8d\u3057\u3066\u3044\u304d\u305f\u3044\u306e\u3067\u3042\u308c\u3070 R\u8a00\u8a9e\u3092\u52c9\u5f37\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3001\u4e00\u65b9\u3067\u3001\u7d71\u8a08\u89e3\u6790\u3060\u3051\u3067\u306f\u306a\u304f\u3001Web\u30a2\u30d7\u30ea\u3082\u4f5c\u6210\u3057\u305f\u3044\u3068\u3044\u3046\u5834\u5408\u306f Python \u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n<h2 id=\"outline__6\" class=\"wp-block-heading\">R\u8a00\u8a9e\u306f\u3069\u3093\u306a\u4eba\u306b\u304a\u3059\u3059\u3081\uff1f<\/h2>\n\n\n<h3 id=\"outline__6_1\">\u5206\u6790\u304c\u5f97\u610f\u30fb\u597d\u304d\u306a\u4eba<\/h3>\n<p>R\u8a00\u8a9e\u306f\u3001\u7d71\u8a08\u89e3\u6790\u306b\u5f37\u307f\u306e\u3042\u308b\u8a00\u8a9e\u3067\u3042\u308b\u305f\u3081\u3001\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u5206\u6790\u80fd\u529b\u304c\u9ad8\u307e\u308a\u3001\u9762\u767d\u307f\u3092\u611f\u3058\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"outline__6_2\">Excel\u30e6\u30fc\u30b6<\/h3>\n<p>Excel\u30e6\u30fc\u30b6\u304c R\u8a00\u8a9e\u3092\u7fd2\u5f97\u3059\u308c\u3070\u3001\u52b9\u7387\u7684\u306b\u30bb\u30eb\u306e\u8a08\u7b97\u3092\u884c\u3048\u308b\u4e0a\u306b\u95a2\u6570\u306e\u8cbc\u308a\u4ed8\u3051\u30df\u30b9\u306a\u3069\u306e\u30ea\u30b9\u30af\u3082\u907f\u3051\u3089\u308c\u308b\u306a\u3069\u3001Excel \u3088\u308a\u3082\u9ad8\u6027\u80fd\u306a\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"outline__6_3\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u6d45\u3044<\/h3>\n<p>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u96e3\u3057\u304f\u306a\u3044\u306e\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u306a\u3044\u65b9\u304c\u7d71\u8a08\u3092\u30b9\u30bf\u30fc\u30c8\u3059\u308b\u5834\u5408\u306fR\u8a00\u8a9e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u305f\u3060\u3001\u6709\u7528\u306b\u4f7f\u3044\u3053\u306a\u3059\u306b\u306f\u7d71\u8a08\u5206\u6790\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n<h2 id=\"outline__7\" class=\"wp-block-heading\">R\u8a00\u8a9e\u306e\u74b0\u5883\u69cb\u7bc9\u306f\uff1f<\/h2>\n\n\n<p>R\u8a00\u8a9e\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u884c\u3046 <a href=\"https:\/\/cran.r-project.org\/\" target=\"_blank\" rel=\"noopener\">The Comprehensive R Archive Network (CRAN)<\/a> \u306e Web\u30da\u30fc\u30b8\u304b\u3089 R\u8a00\u8a9e\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3 4.2.2 \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5834\u5408\u306e\u89e3\u8aac\u3067\u3059\u304c\u3001\u7570\u306a\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3082\u64cd\u4f5c\u65b9\u6cd5\u306f\u5909\u308f\u3089\u306a\u3044\u305f\u3081\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u6642\u70b9\u3067\u306e\u6700\u65b0\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u300cDownload R for Linux\u300d\u300cDownload R for macOS\u300d\u300cDownload R for Windows\u300d\u306e\u306a\u304b\u304b\u3089\u4f7f\u7528\u3059\u308b OS \u306b\u5408\u308f\u305b\u3066\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>Mac\u306e\u5834\u5408<\/strong><br 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\/>\u9014\u4e2d\u3067\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u4f7f\u7528\u8a31\u8afe\u5951\u7d04\u3078\u306e\u540c\u610f\u3092\u6c42\u3081\u3089\u308c\u308b\u305f\u3081\u3001\u76ee\u3092\u901a\u3057\u3066\u304b\u3089\u540c\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\u6700\u5f8c\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5148\u3092\u9078\u629e\u3057\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u30af\u30ea\u30c3\u30af\u3059\u308c\u3070\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u958b\u59cb\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30f3\u30bd\u30fc\u30eb\u5358\u4f53\u3067\u3082 R\u8a00\u8a9e\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001RStudio \u3068\u3044\u3046\u30bd\u30d5\u30c8\u3092\u5408\u308f\u305b\u3066\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3088\u308a\u4fbf\u5229\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306eRStudio \u3068\u3044\u3046\u306e\u306f R\u8a00\u8a9e\u306e\u7d71\u5408\u958b\u767a\u74b0\u5883\u3067\u3001\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u3084\u4fdd\u5b58\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u3001\u5b9f\u884c\u3001\u51e6\u7406\u7d50\u679c\u306e\u8868\u793a\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u7ba1\u7406\u306a\u3069\u304c\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002PC \u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u4f7f\u3046\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u304c\u3001RStudio Cloud \u3068\u3044\u3046\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3082\u3042\u308b\u305f\u3081\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span class=\"markerYellow\"><strong>\u30bf\u30fc\u30df\u30ca\u30eb\u3067R\u3092\u8d77\u52d5\u3059\u308b<\/strong><\/span><br \/>\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u8d77\u52d5\u3057\u3001\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3061\u8fbc\u3081\u3070 R 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