{"id":2014,"date":"2023-07-24T02:03:35","date_gmt":"2023-07-24T02:03:35","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%82%a2%e3%82%a4%e3%83%aa%e3%82%b9r%e3%83%86%e3%82%99%e3%83%bc%e3%82%bf%e3%82%bb%e3%83%83%e3%83%88\/"},"modified":"2023-07-24T02:03:35","modified_gmt":"2023-07-24T02:03:35","slug":"%e3%82%a2%e3%82%a4%e3%83%aa%e3%82%b9r%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\/%e3%82%a2%e3%82%a4%e3%83%aa%e3%82%b9r%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 iris \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>\u30a2\u30e4\u30e1\u306e<\/strong>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001R \u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30013 \u3064\u306e\u7570\u306a\u308b\u7a2e\u306e 50 \u500b\u306e\u82b1\u306e 4 \u3064\u306e\u7570\u306a\u308b\u5c5e\u6027 (\u30bb\u30f3\u30c1\u30e1\u30fc\u30c8\u30eb\u5358\u4f4d) \u306e\u6e2c\u5b9a\u5024\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u4f8b\u3068\u3057\u3066 iris \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001R \u3067\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u63a2\u7d22\u3057\u3066\u8981\u7d04\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u95a2\u9023:<\/strong> <a href=\"https:\/\/statorials.org\/ja\/mtcars-r-\u30c6\u3099\u30fc\u30bf\u30bb\u30c3\u30c8\/\" target=\"_blank\" rel=\"noopener\">R \u306e mtcars \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u30a2\u30a4\u30ea\u30b9\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30ed\u30fc\u30c9\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">iris \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(iris)<\/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 iris dataset<\/span>\nhead(iris)\n\n  Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n1 5.1 3.5 1.4 0.2 setosa\n2 4.9 3.0 1.4 0.2 setosa\n3 4.7 3.2 1.3 0.2 setosa\n4 4.6 3.1 1.5 0.2 setosa\n5 5.0 3.6 1.4 0.2 setosa\n6 5.4 3.9 1.7 0.4 setosa\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Iris \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 iris dataset<\/span>\nsummary(iris)\n\n  Sepal.Length Sepal.Width Petal.Length Petal.Width   \n Min. :4,300 Min. :2,000 Min. :1,000 Min. :0.100  \n 1st Qu.:5.100 1st Qu.:2.800 1st Qu.:1.600 1st Qu.:0.300  \n Median: 5,800 Median: 3,000 Median: 4,350 Median: 1,300  \n Mean:5.843 Mean:3.057 Mean:3.758 Mean:1.199  \n 3rd Qu.:6,400 3rd Qu.:3,300 3rd Qu.:5,100 3rd Qu.:1,800  \n Max. :7,900 Max. :4,400 Max. :6,900 Max. :2,500  \n       Species  \n setosa:50  \n versicolor:50  \n virginica :50<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u5404\u6570\u5024\u5909\u6570\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;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u552f\u4e00\u306e\u30ab\u30c6\u30b4\u30ea\u5909\u6570 (\u7a2e) \u306b\u3064\u3044\u3066\u3001\u5404\u5024\u306e\u983b\u5ea6\u6570\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>setosa<\/strong> : \u3053\u306e\u7a2e\u306f 50 \u56de\u5b58\u5728\u3057\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>versicolor<\/strong> : \u3053\u306e\u7a2e\u306f 50 \u56de\u767a\u751f\u3057\u307e\u3059\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>virginica<\/strong> : \u3053\u306e\u7a2e\u306f 50 \u56de\u5b58\u5728\u3057\u307e\u3059\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(iris)\n\n[1] 150 5\n<\/strong><\/span><\/pre>\n<p><span style=\"color: #000000;\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f<strong>150<\/strong>\u884c\u3068<strong>5<\/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(iris)\n\n[1] \"Sepal.Length\" \"Sepal.Width\" \"Petal.Length\" \"Petal.Width\" \"Species\"     \n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Iris \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 sepal length<\/span>\nhist(iris$Sepal.Length,\n     col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n     main=' <span style=\"color: #ff0000;\">Histogram<\/span> ',\n     xlab=' <span style=\"color: #ff0000;\">Length<\/span> ',\n     ylab=' <span style=\"color: #ff0000;\">Frequency<\/span> ')\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18908 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/iris1.png\" alt=\"\" width=\"456\" height=\"462\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001 <strong>plot()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u5909\u6570\u306e\u30da\u30a2\u3054\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u6563\u5e03\u56f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create scatterplot of sepal width vs. sepal length<\/span>\nplot(iris$Sepal.Width, iris$Sepal.Length,\n     col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n     main=' <span style=\"color: #ff0000;\">Scatterplot<\/span> ',\n     xlab=' <span style=\"color: #ff0000;\">Sepal Width<\/span> ',\n     ylab=' <span style=\"color: #ff0000;\">Sepal Length<\/span> ',\n     pch= <span style=\"color: #008000;\">19<\/span> )<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18909 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/iris2.png\" alt=\"\" width=\"467\" height=\"452\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>boxplot()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u7bb1\u3072\u3052\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 sepal width vs. sepal length<\/span>\nboxplot(Sepal.Length~Species,\n        data=iris,\n        main=' <span style=\"color: #ff0000;\">Sepal Length by Species<\/span> ',\n        xlab=' <span style=\"color: #ff0000;\">Species<\/span> ',\n        ylab=' <span style=\"color: #ff0000;\">Sepal Length<\/span> ',\n        col=' <span style=\"color: #ff0000;\">steelblue<\/span> ',\n        border=' <span style=\"color: #ff0000;\">black<\/span> ')<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18910 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/iris3.png\" alt=\"\" width=\"439\" height=\"431\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X \u8ef8\u306f 3 \u3064\u306e\u7a2e\u3092\u8868\u793a\u3057\u3001Y \u8ef8\u306f\u5404\u7a2e\u306e\u304c\u304f\u7247\u306e\u9577\u3055\u306e\u5024\u306e\u5206\u5e03\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30d7\u30ed\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u304c\u304f\u7247\u306e\u9577\u3055\u304c virginica \u7a2e\u3067\u6700\u5927\u3068\u306a\u308a\u3001setosa \u7a2e\u3067\u6700\u5c0f\u306b\u306a\u308b\u50be\u5411\u304c\u3042\u308b\u3053\u3068\u304c\u3059\u3050\u306b\u308f\u304b\u308a\u307e\u3059\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\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8981\u7d04\u3059\u308b\u65b9\u6cd5\u3092\u8a73\u3057\u304f\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><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30a2\u30e4\u30e1\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001R \u306e\u7d71\u5408\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30013 \u3064\u306e\u7570\u306a\u308b\u7a2e\u306e 50 \u500b\u306e\u82b1\u306e 4 \u3064\u306e\u7570\u306a\u308b\u5c5e\u6027 (\u30bb\u30f3\u30c1\u30e1\u30fc\u30c8\u30eb\u5358\u4f4d) \u306e\u6e2c\u5b9a\u5024\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u4f8b\u3068\u3057\u3066 iris \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528 [&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-2014","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 Iris 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