{"id":1848,"date":"2023-07-24T18:02:19","date_gmt":"2023-07-24T18:02:19","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%9e%e3%83%ab%e3%83%81%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%82%b7%e3%83%bc%e3%83%9b%e3%82%99%e3%83%bc%e3%83%b3\/"},"modified":"2023-07-24T18:02:19","modified_gmt":"2023-07-24T18:02:19","slug":"%e3%83%9e%e3%83%ab%e3%83%81%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%82%b7%e3%83%bc%e3%83%9b%e3%82%99%e3%83%bc%e3%83%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%9e%e3%83%ab%e3%83%81%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88%e3%82%b7%e3%83%bc%e3%83%9b%e3%82%99%e3%83%bc%e3%83%b3\/","title":{"rendered":"\u5358\u4e00\u306e figure \u5185\u306b\u8907\u6570\u306e seaborn \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>FacetGrid()<\/strong>\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5358\u4e00\u306e Figure \u5185\u306b\u8907\u6570\u306e Seaborn \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#definegrid<\/span>\ng = sns. <span style=\"color: #3366ff;\">FacetGrid<\/span> (data=df, col=' <span style=\"color: #ff0000;\">variable1<\/span> ', col_wrap= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add plots to grid<\/span>\ng. <span style=\"color: #3366ff;\">map<\/span> ( <span style=\"color: #3366ff;\">sns.scatterplot<\/span> , ' <span style=\"color: #ff0000;\">variable2<\/span> ', ' <span style=\"color: #ff0000;\">variable3<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Col<\/strong>\u5f15\u6570\u306f\u30e9\u30c3\u30d7\u3059\u308b\u5909\u6570\u3092\u6307\u5b9a\u3057\u3001 <strong>col_wrap<\/strong>\u5f15\u6570\u306f 1 \u884c\u3042\u305f\u308a\u306b\u8868\u793a\u3059\u308b\u30d7\u30ed\u30c3\u30c8\u306e\u6570\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u7d44\u307f\u8fbc\u307f\u306e\u300c\u30d2\u30f3\u30c8\u300d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e\u95a2\u6570\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: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#load tips dataset<\/span>\ntips = sns. <span style=\"color: #3366ff;\">load_dataset<\/span> (' <span style=\"color: #ff0000;\">tips<\/span> ')\n\n<span style=\"color: #008080;\">#view first five rows of tips dataset\n<\/span>tips. <span style=\"color: #3366ff;\">head<\/span> ()\n\n   total_bill tip sex smoker day time size\n0 16.99 1.01 Female No Sun Dinner 2\n1 10.34 1.66 Male No Sun Dinner 3\n2 21.01 3.50 Male No Sun Dinner 3\n3 23.68 3.31 Male No Sun Dinner 2\n4 24.59 3.61 Female No Sun Dinner 4<\/span>\n<\/span><\/strong><\/pre>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: \u8907\u6570\u306e\u30d1\u30b9\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u30011 \u3064\u306e Figure \u5185\u306b\u8907\u6570\u306e Seaborn \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\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: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define grid with two plots per row\n<\/span>g = sns. <span style=\"color: #3366ff;\">FacetGrid<\/span> (data=tips, col=' <span style=\"color: #ff0000;\">day<\/span> ', col_wrap= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add histograms to each plot<\/span>\ng. <span style=\"color: #3366ff;\">map<\/span> (sns. <span style=\"color: #3366ff;\">histplot<\/span> , ' <span style=\"color: #ff0000;\">tip<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17835\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/snsmlut1.png\" alt=\"\u8907\u6570\u306e Seaborn \u30d7\u30ed\u30c3\u30c8\u306e\u4f8b\" width=\"444\" height=\"455\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u5358\u7d14\u306a\u30b3\u30fc\u30c9\u3067\u4f55\u3092\u3057\u305f\u304b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5909\u6570\u300cday\u300d\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3088\u3046\u306b\u6307\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059<\/span><\/li>\n<li><span style=\"color: #000000;\">1 \u884c\u306b 2 \u3064\u306e\u30d7\u30ed\u30c3\u30c8\u3092\u8868\u793a\u3059\u308b\u3088\u3046\u306b\u6307\u5b9a\u3057\u307e\u3059<\/span><\/li>\n<li><span style=\"color: #000000;\">\u7279\u5b9a\u306e\u65e5\u3054\u3068\u306e\u300c\u30c1\u30c3\u30d7\u300d\u5024\u306e\u5206\u5e03\u3092\u793a\u3059\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u5404\u30d7\u30ed\u30c3\u30c8\u306b\u8868\u793a\u3059\u308b\u3088\u3046\u306b\u6307\u5b9a\u3057\u307e\u3059<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u7279\u5b9a\u306e\u9ad8\u3055\u306e\u8907\u6570\u306e\u30d1\u30b9\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u7279\u5b9a\u306e\u9ad8\u3055\u3068\u30a2\u30b9\u30da\u30af\u30c8\u6bd4\u3092\u6301\u3064\u8907\u6570\u306e Seaborn \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\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: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#definegrid\n<\/span>g = sns. <span style=\"color: #3366ff;\">FacetGrid<\/span> (data=tips, col=' <span style=\"color: #ff0000;\">day<\/span> ', col_wrap= <span style=\"color: #008000;\">2 <span style=\"color: #000000;\">, height= <span style=\"color: #008000;\">4<\/span> , aspect= <span style=\"color: #008000;\">.75<\/span><\/span><\/span> )\n\n<span style=\"color: #008080;\">#add histograms to each plot<\/span>\ng. <span style=\"color: #3366ff;\">map<\/span> (sns. <span style=\"color: #3366ff;\">histplot<\/span> , ' <span style=\"color: #ff0000;\">tip<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-17836 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/snsmult2.png\" alt=\"\" width=\"483\" height=\"657\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 3:<\/strong><\/span><span style=\"color: #000000;\"><strong>\u51e1\u4f8b\u3092\u542b\u3080\u8907\u6570\u306e\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u8907\u6570\u306e Seaborn \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u51e1\u4f8b\u3092\u8ffd\u52a0\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: #107d3f;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#definegrid\n<\/span>g = sns. <span style=\"color: #3366ff;\">FacetGrid<\/span> (data=tips, col=' <span style=\"color: #ff0000;\">day<\/span> ', hue=' <span style=\"color: #ff0000;\">sex<\/span> ', col_wrap= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add density plots to each plot<\/span>\ng. <span style=\"color: #3366ff;\">map<\/span> ( <span style=\"color: #3366ff;\">sns.kdeplot<\/span> , ' <span style=\"color: #ff0000;\">tip<\/span> ')\n\n<span style=\"color: #008080;\">#add legend<\/span>\ng. <span style=\"color: #3366ff;\">add_legend<\/span> ()\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-17837\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/snsmult3.png\" alt=\"Seaborn \u306e\u8907\u6570\u306e\u30d7\u30ed\u30c3\u30c8\u3068\u4f1d\u8aac\" width=\"495\" height=\"418\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u6d77\u6d0b\u30bf\u30a4\u30c8\u30eb\/\" target=\"_blank\" rel=\"noopener\">Seaborn \u30d7\u30ed\u30c3\u30c8\u306b\u30bf\u30a4\u30c8\u30eb\u3092\u8ffd\u52a0\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u6d77\u306e\u4f1d\u8aac\u306e\u4f4d\u7f6e\/\" target=\"_blank\" rel=\"noopener\">Seaborn \u3067\u30ec\u30b8\u30a7\u30f3\u30c9\u306e\u4f4d\u7f6e\u3092\u5909\u66f4\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u6d77\u306e\u30d5\u30a3\u30ad\u3099\u30e5\u30a2\u306e\u30b5\u30a4\u30b9\u3099\/\" target=\"_blank\" rel=\"noopener\">Seaborn \u30d7\u30ed\u30c3\u30c8\u306e\u56f3\u306e\u30b5\u30a4\u30ba\u3092\u8abf\u6574\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>FacetGrid()\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5358\u4e00\u306e Figure \u5185\u306b\u8907\u6570\u306e Seaborn \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 #definegrid g = sns. 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