{"id":987,"date":"2023-07-28T02:07:23","date_gmt":"2023-07-28T02:07:23","guid":{"rendered":"https:\/\/statorials.org\/ja\/matplotlib-%e5%80%a4%e3%81%ab%e3%82%88%e3%82%8b%e8%89%b2%e6%95%a3%e5%b8%83%e5%9b%b3\/"},"modified":"2023-07-28T02:07:23","modified_gmt":"2023-07-28T02:07:23","slug":"matplotlib-%e5%80%a4%e3%81%ab%e3%82%88%e3%82%8b%e8%89%b2%e6%95%a3%e5%b8%83%e5%9b%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/matplotlib-%e5%80%a4%e3%81%ab%e3%82%88%e3%82%8b%e8%89%b2%e6%95%a3%e5%b8%83%e5%9b%b3\/","title":{"rendered":"Matplotlib: \u5024\u306b\u3088\u3063\u3066\u6563\u5e03\u56f3\u306b\u8272\u3092\u4ed8\u3051\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u591a\u304f\u306e\u5834\u5408\u30013 \u756a\u76ee\u306e\u5909\u6570\u306b\u57fa\u3065\u3044\u3066 matplotlib \u6563\u5e03\u56f3\u5185\u306e\u70b9\u306e\u8272\u3092\u30b7\u30a7\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u3053\u308c\u306f\u6b21\u306e\u69cb\u6587\u3092\u3068\u308b<a href=\"https:\/\/matplotlib.org\/3.3.1\/api\/_as_gen\/matplotlib.pyplot.scatter.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.scatter()<\/a>\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>matplotlib.pyplot.scatter(x, y, s=\u306a\u3057, c=\u306a\u3057, cmap=\u306a\u3057)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong>\u30d7\u30ed\u30c3\u30c8\u306e x \u8ef8\u306e\u4f4d\u7f6e\u306b\u4f7f\u7528\u3059\u308b\u5024\u306e\u30c6\u30fc\u30d6\u30eb\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong>\u30d7\u30ed\u30c3\u30c8\u5185\u306e y \u8ef8\u306e\u4f4d\u7f6e\u306b\u4f7f\u7528\u3059\u308b\u5024\u306e\u914d\u5217\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s:<\/strong>\u30de\u30fc\u30ab\u30fc\u306e\u30b5\u30a4\u30ba\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>c:<\/strong>\u30de\u30fc\u30ab\u30fc\u306e\u8272\u306b\u4f7f\u7528\u3059\u308b\u5024\u306e\u8868\u3002<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>cmap:<\/strong>\u30d7\u30ed\u30c3\u30c8\u306b\u4f7f\u7528\u3059\u308b\u30ab\u30e9\u30fc \u30de\u30c3\u30d7\u3002<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>c<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u8272\u306e\u5024\u306b\u4f7f\u7528\u3059\u308b\u5909\u6570\u3092\u6307\u5b9a\u3067\u304d\u3001 <strong>cmap<\/strong>\u3092\u4f7f\u7528\u3057\u3066\u70b9\u7fa4\u5185\u306e\u30de\u30fc\u30ab\u30fc\u306b\u4f7f\u7528\u3059\u308b\u5b9f\u969b\u306e\u8272\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306e\u5b9f\u969b\u306e\u4f7f\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 1: \u5024\u3054\u3068\u306b\u8272\u5206\u3051\u3055\u308c\u305f\u6563\u5e03\u56f3\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30d1\u30f3\u30c0 \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'x': [25, 12, 15, 14, 19, 23, 25, 29],\n                   'y': [5, 7, 7, 9, 12, 9, 9, 4],\n                   'z': [3, 4, 4, 5, 7, 8, 8, 9]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n        X Y Z\n0 25 5 3\n1 12 7 4\n2 15 7 4\n3 14 9 5\n4 19 12 7\n5 23 9 8\n6 25 9 8\n7 29 4 9<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001\u30b0\u30ec\u30fc\u306e\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3001 <strong>z<\/strong>\u5909\u6570\u306e\u5024\u3092\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u306e\u8272\u5408\u3044\u3068\u3057\u3066\u4f7f\u7528\u3057\u3066\u70b9\u7fa4\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;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create scatterplot<\/span>\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">gray<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10278 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter1.png\" alt=\"Matplotlib \u6563\u5e03\u56f3\u306e\u5024\u306b\u3088\u308b\u8272\u5206\u3051\" width=\"413\" height=\"279\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u7279\u5b9a\u306e\u4f8b\u3067\u306f\u3001\u300c\u30b0\u30ec\u30fc\u300d\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u304c\u3001\u4f7f\u7528\u3067\u304d\u308b\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u306e\u5b8c\u5168\u306a\u30ea\u30b9\u30c8\u306f<a href=\"https:\/\/matplotlib.org\/3.3.1\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u3001matplotlib \u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3067\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u4ee3\u308f\u308a\u306b\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u3068\u3057\u3066\u300cGreens\u300d\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">Greens<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10280 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter2.png\" alt=\"cmap \u3092\u4f7f\u7528\u3057\u305f Matplotlib \u6563\u5e03\u56f3\" width=\"420\" height=\"286\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001 <strong>c<\/strong>\u5f15\u6570\u306e\u5024\u304c\u5927\u304d\u3044\u30de\u30fc\u30ab\u30fc\u306f\u3088\u308a\u6fc3\u3044\u8272\u3067\u8868\u793a\u3055\u308c\u307e\u3059\u304c\u3001cmap \u540d\u306b<strong>_r<\/strong>\u3092\u8ffd\u52a0\u3059\u308b\u3060\u3051\u3067\u3053\u306e\u50be\u5411\u3092\u9006\u8ee2\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s=200, c=df.z, cmap=' <span style=\"color: #008000;\">Greens_r<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10281 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter3.png\" alt=\"Matplotlib \u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u306e\u9006\u30b9\u30b1\u30fc\u30eb\" width=\"422\" height=\"287\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4f8b 2: \u30ab\u30c6\u30b4\u30ea\u5225\u306e\u8272\u4ed8\u304d\u6563\u5e03\u56f3\u30dd\u30a4\u30f3\u30c8<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30d1\u30f3\u30c0 \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd.DataFrame({'x': [25, 12, 15, 14, 19, 23, 25, 29],\n                   'y': [5, 7, 7, 9, 12, 9, 9, 4],\n                   'z': ['A', 'A', 'B', 'B', 'B', 'C', 'C', 'C']})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tX Y Z\n0 25 5 A\n1 12 7 A\n2 15 7 B\n3 14 9 B\n4 19 12 B\n5 23 9 C\n6 25 9 C\n7 29 4 C<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>z<\/strong>\u5909\u6570\u3092\u4f7f\u7528\u3057\u3066\u6563\u5e03\u56f3\u3092\u4f5c\u6210\u3057\u3001\u30ab\u30c6\u30b4\u30ea\u306b\u57fa\u3065\u3044\u3066\u30de\u30fc\u30ab\u30fc\u306b\u8272\u3092\u4ed8\u3051\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;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\ngroups = df. <span style=\"color: #3366ff;\">groupby<\/span> ('z')\n<span style=\"color: #008000;\">for<\/span> name, group <span style=\"color: #008000;\">in<\/span> groups:\n    plt. <span style=\"color: #3366ff;\">plot<\/span> (group.x, group.y, marker=' <span style=\"color: #993300;\">o<\/span> ', linestyle='', markersize=12, label=name)\n\nplt. <span style=\"color: #3366ff;\">legend<\/span> ()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10282 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibscatter4.png\" alt=\"\u30ab\u30c6\u30b4\u30ea\u5225\u306b\u8272\u5206\u3051\u3055\u308c\u305f Matplotlib \u6563\u5e03\u56f3\" width=\"420\" height=\"289\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\"><em>\u305d\u306e\u4ed6\u306e Python \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306f<a href=\"https:\/\/statorials.org\/ja\/-10\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3053\u3067<\/a>\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u304f\u306e\u5834\u5408\u30013 \u756a\u76ee\u306e\u5909\u6570\u306b\u57fa\u3065\u3044\u3066 matplotlib \u6563\u5e03\u56f3\u5185\u306e\u70b9\u306e\u8272\u3092\u30b7\u30a7\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u3053\u308c\u306f\u6b21\u306e\u69cb\u6587\u3092\u3068\u308bmatplotlib.pyplot.scatter()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7c21\u5358 [&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-987","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>Matplotlib: \u5024\u306b\u3088\u3063\u3066\u6563\u5e03\u56f3\u306b\u8272\u3092\u4ed8\u3051\u308b\u65b9\u6cd5<\/title>\n<meta name=\"description\" content=\"Matplotlib \u6563\u5e03\u56f3\u306e\u70b9\u3092\u5024\u3067\u8272\u4ed8\u3051\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306e\u7c21\u5358\u306a\u8aac\u660e\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:\/\/statorials.org\/ja\/matplotlib-\u5024\u306b\u3088\u308b\u8272\u6563\u5e03\u56f3\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Matplotlib: \u5024\u306b\u3088\u3063\u3066\u6563\u5e03\u56f3\u306b\u8272\u3092\u4ed8\u3051\u308b\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"Matplotlib \u6563\u5e03\u56f3\u306e\u70b9\u3092\u5024\u3067\u8272\u4ed8\u3051\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306e\u7c21\u5358\u306a\u8aac\u660e\u3002\" \/>\n<meta property=\"og:url\" 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