{"id":2798,"date":"2023-07-20T15:33:12","date_gmt":"2023-07-20T15:33:12","guid":{"rendered":"https:\/\/statorials.org\/ja\/mtcars-r-%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%bb%e3%83%83%e3%83%88\/"},"modified":"2023-07-20T15:33:12","modified_gmt":"2023-07-20T15:33:12","slug":"mtcars-r-%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%bb%e3%83%83%e3%83%88","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/mtcars-r-%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%bb%e3%83%83%e3%83%88\/","title":{"rendered":"R \u306e mtcars \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>mtcars<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u300132 \u53f0\u306e\u7570\u306a\u308b\u8eca\u306e 11 \u306e\u7570\u306a\u308b\u5c5e\u6027\u306e\u6e2c\u5b9a\u5024\u3092\u542b\u3080 R \u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067<strong>mtcars<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63a2\u7d22\u3001\u8981\u7d04\u3001\u8996\u899a\u5316\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong> <a href=\"https:\/\/statorials.org\/ja\/\u30a2\u30a4\u30ea\u30b9r\u30c6\u3099\u30fc\u30bf\u30bb\u30c3\u30c8\/\" target=\"_blank\" rel=\"noopener\">R \u306e Iris \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>mtcars \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30ed\u30fc\u30c9\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>mtcars<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f R \u306e\u7d44\u307f\u8fbc\u307f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308b\u305f\u3081\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>data(mtcars)<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>head()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6700\u521d\u306e 6 \u884c\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#view first six rows of mtcars dataset<\/span>\nhead(mtcars)\n\n                   mpg cyl disp hp drat wt qsec vs am gear carb\nMazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4\nMazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4\nDatsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1\nHornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1\nHornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2\nValiant 18.1 6 225 105 2.76 3,460 20.22 1 0 3 1\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>mtcars \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8981\u7d04\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\"><strong>summary()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u5404\u5909\u6570\u3092\u3059\u3070\u3084\u304f\u8981\u7d04\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#summarize mtcars dataset<\/span>\nsummary(mtcars)\n\n      mpg cyl disp hp       \n Min. :10.40 Min. :4,000 Min. : 71.1 Min. : 52.0  \n 1st Q:15.43 1st Q:4,000 1st Q:120.8 1st Q:96.5  \n Median: 19.20 Median: 6.000 Median: 196.3 Median: 123.0  \n Mean:20.09 Mean:6.188 Mean:230.7 Mean:146.7  \n 3rd Q:22.80 3rd Q:8,000 3rd Q:326.0 3rd Q:180.0  \n Max. :33.90 Max. :8,000 Max. :472.0 Max. :335.0  \n      drat wt qsec vs        \n Min. :2.760 Min. :1.513 Min. :14.50 Min. :0.0000  \n 1st Qu.:3.080 1st Qu.:2.581 1st Qu.:16.89 1st Qu.:0.0000  \n Median: 3.695 Median: 3.325 Median: 17.71 Median: 0.0000  \n Mean:3.597 Mean:3.217 Mean:17.85 Mean:0.4375  \n 3rd Qu.:3.920 3rd Qu.:3.610 3rd Qu.:18.90 3rd Qu.:1.0000  \n Max. :4.930 Max. :5.424 Max. :22.90 Max. :1.0000  \n       am gear carb      \n Min. :0.0000 Min. :3,000 Min. :1,000  \n 1st Qu.:0.0000 1st Qu.:3.000 1st Qu.:2.000  \n Median: 0.0000 Median: 4.000 Median: 2.000  \n Mean:0.4062 Mean:3.688 Mean:2.812  \n 3rd Qu.:1.0000 3rd Qu.:4.000 3rd Qu.:4.000  \n Max. :1.0000 Max. :5,000 Max. :8,000<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">11 \u500b\u306e\u5909\u6570\u306e\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u6b21\u306e\u60c5\u5831\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Min<\/strong> : \u6700\u5c0f\u5024\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1st Qu<\/strong> : \u6700\u521d\u306e\u56db\u5206\u4f4d\u6570 (25 \u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb) \u306e\u5024\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u4e2d\u592e\u5024<\/strong>: \u4e2d\u592e\u5024\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u5e73\u5747<\/strong>: \u5e73\u5747\u5024\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>3rd Qu<\/strong> : \u7b2c 3 \u56db\u5206\u4f4d\u6570 (75 \u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb) \u306e\u5024\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Max<\/strong> : \u6700\u5927\u5024\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>dim()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u884c\u6570\u3068\u5217\u6570\u306b\u95a2\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6b21\u5143\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#display rows and columns<\/span>\ndim(mtcars)\n\n[1] 32 11\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f<b>32<\/b>\u884c\u3068<strong>11<\/strong>\u5217\u304c\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>names()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf \u30d5\u30ec\u30fc\u30e0\u306e\u5217\u540d\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#display column names<\/span>\nnames(mtcars)\n\n [1] \"mpg\" \"cyl\" \"disp\" \"hp\" \"drat\" \"wt\" \"qsec\" \"vs\" \"am\" \"gear\"\n[11] \u201ccarb\u201d     \n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>mtcars \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8996\u899a\u5316\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5024\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001 <strong>hist()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u5909\u6570\u306e\u5024\u306e\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create histogram of values for mpg<\/span>\nhist(mtcars$mpg,\n     col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n     main=' <span style=\"color: #ff0000;\">Histogram<\/span> ',\n     xlab=' <span style=\"color: #ff0000;\">mpg<\/span> ',\n     ylab=' <span style=\"color: #ff0000;\">Frequency<\/span> ')\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-24608 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mtcars1-1.jpg\" alt=\"\" width=\"474\" height=\"346\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>boxplot()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066 <a href=\"https:\/\/statorials.org\/ja\/\u30db\u3099\u30c3\u30af\u30b9\u30a6\u30a3\u30b9\u30ab\u30fc\/\" target=\"_blank\" rel=\"noopener\">\u7bb1\u3072\u3052<\/a>\u56f3\u3092\u4f5c\u6210\u3057\u3001\u7279\u5b9a\u306e\u5909\u6570\u306e\u5024\u306e\u5206\u5e03\u3092\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create boxplot of values for mpg<\/span><span style=\"color: #000000;\">\nboxplot(mtcars$mpg,\n        main='<\/span> <span style=\"color: #ff0000;\">Distribution of mpg values<\/span> <span style=\"color: #000000;\">',<\/span><span style=\"color: #000000;\">\n        ylab='<\/span> <span style=\"color: #ff0000;\">mpg<\/span> <span style=\"color: #000000;\">',\n        col='<\/span> <span style=\"color: #ff0000;\">steelblue<\/span> <span style=\"color: #000000;\">',\n        border='<\/span> <span style=\"color: #ff0000;\">black<\/span> <span style=\"color: #000000;\">')<\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-24610 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mtcars3.jpg\" alt=\"\" width=\"434\" height=\"435\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001 <strong>plot()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u6563\u5e03\u56f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create scatterplot of mpg vs. wt<\/span>\nplot(mtcars$mpg, mtcars$wt,\n     col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n     main=' <span style=\"color: #ff0000;\">Scatterplot<\/span> ',\n     xlab=' <span style=\"color: #ff0000;\">mpg<\/span> ',\n     ylab=' <span style=\"color: #ff0000;\">wt<\/span> ',\n     pch= <span style=\"color: #008000;\">19<\/span> )<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-24609 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mtcars2.jpg\" alt=\"\" width=\"508\" height=\"362\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">R \u306e\u3053\u308c\u3089\u306e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001 <strong>mtcars<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3064\u3044\u3066\u591a\u304f\u306e\u3053\u3068\u3092\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3088\u308a\u9ad8\u5ea6\u306a\u7d71\u8a08\u5206\u6790\u3092\u5b9f\u884c\u3057\u305f\u3044\u5834\u5408\u306f\u3001 <strong>mtcars<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3068\u4e00\u822c\u5316\u7dda\u5f62\u30e2\u30c7\u30eb\u3092\u8fd1\u4f3c\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3059\u308b<a href=\"https:\/\/statorials.org\/ja\/glm-vs-lm-in-r\/\" target=\"_blank\" rel=\"noopener\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/a>\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\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\u30bf\u30b9\u30af\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\u306e\u8981\u7d04\u30c6\u30fc\u30d5\u3099\u30eb\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u96c6\u8a08\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3059\u308b\u6700\u3082\u7c21\u5358\u306a\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u306b\u307e\u3068\u3081\u3089\u308c\u305f-5-\u3064\u306e\u6570\u5b57\/\" target=\"_blank\" rel=\"noopener\">R \u3067 5 \u3064\u306e\u6570\u5024\u306e\u8981\u7d04\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/r-\u3066\u3099\u306e\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u5358\u7d14\u306a\u7dda\u5f62\u56de\u5e30\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>mtcars\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u300132 \u53f0\u306e\u7570\u306a\u308b\u8eca\u306e 11 \u306e\u7570\u306a\u308b\u5c5e\u6027\u306e\u6e2c\u5b9a\u5024\u3092\u542b\u3080 R \u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3059\u3002 \u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067mtcars\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63a2\u7d22\u3001\u8981\u7d04\u3001\u8996\u899a\u5316\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002 \u95a2 [&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-2798","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 \u306e mtcars \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5b8c\u5168\u30ac\u30a4\u30c9 - \u7d71\u8a08\u5b66<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001R \u3067 mtcars 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