{"id":2856,"date":"2025-12-08T18:06:43","date_gmt":"2025-12-08T08:36:43","guid":{"rendered":"https:\/\/softasia.jp\/blog\/?p=2856"},"modified":"2025-12-08T18:06:43","modified_gmt":"2025-12-08T08:36:43","slug":"%e3%80%90python%e5%85%a5%e9%96%80%e3%80%91matplotlib%e3%81%a7%e6%98%a0%e3%81%88%e3%82%8b%e3%82%b0%e3%83%a9%e3%83%95%e3%82%92%e4%bd%9c%e3%82%8b%ef%bc%81%e3%81%8a%e3%81%97%e3%82%83%e3%82%8c%e3%83%87","status":"publish","type":"post","link":"https:\/\/softasia.jp\/blog\/offshore\/2856\/","title":{"rendered":"\u3010Python\u5165\u9580\u3011matplotlib\u3067\u6620\u3048\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u308b\uff01\u304a\u3057\u3083\u308c\u30c7\u30b6\u30a4\u30f3\u8853"},"content":{"rendered":"<p><img loading=\"lazy\" class=\"size-full wp-image-2859 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-6.png\" alt=\"\" width=\"1000\" height=\"1000\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-6.png 1000w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-6-300x300.png 300w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-6-150x150.png 150w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT_ASIA_\u30a2\u30a4\u30ad\u30e3\u30c3\u30c1-1000-x-1000-px-6-768x768.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Python\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u59cb\u3081\u305f\u4eba\u304c\u5fc5\u305a\u76f4\u9762\u3059\u308b\u8ab2\u984c\u306e\u3072\u3068\u3064\u304c\u3001\u300c<span style=\"text-decoration: underline;\">matplotlib\u3067\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u307f\u305f\u3051\u308c\u3069\u3001\u3069\u3046\u3082\u898b\u305f\u76ee\u304c\u30a4\u30de\u30a4\u30c1\u2026<\/span>\u300d\u3068\u3044\u3046\u60a9\u307f\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><strong>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30c7\u30b6\u30a4\u30f3\u304c\u5730\u5473\u3059\u304e\u308b<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u8272\u3084\u30d5\u30a9\u30f3\u30c8\u304c\u6d17\u7df4\u3055\u308c\u3066\u3044\u306a\u3044<\/strong><\/li>\n<li style=\"font-weight: 400;\"><strong>\u4ed6\u306e\u4eba\u304c\u4f5c\u3063\u305f\u30b0\u30e9\u30d5\u306e\u3088\u3046\u306b\u30bb\u30f3\u30b9\u826f\u304f\u4ed5\u4e0a\u304c\u3089\u306a\u3044<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u3088\u3046\u306a\u60a9\u307f\u3092\u62b1\u3048\u3066\u3044\u308b\u65b9\u304c\u610f\u5916\u3068\u591a\u304f\u3044\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">matplotlib\u306f\u5c11\u3057\u306e\u5de5\u592b\u3067\u3001\u300c<span style=\"text-decoration: underline;\">\u30d7\u30ed\u3063\u307d\u3044<\/span>\u300d\u300c<span style=\"text-decoration: underline;\">\u30ec\u30dd\u30fc\u30c8\u6620\u3048\u3059\u308b<\/span>\u300d\u300c<span style=\"text-decoration: underline;\">\u30d7\u30ec\u30bc\u30f3\u3067\u8aac\u5f97\u529b\u304c\u5897\u3059<\/span>\u300d\u30b0\u30e9\u30d5\u306b\u5909\u8eab\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001matplotlib\u3092\u4f7f\u3063\u305f\u6620\u3048\u308b\u30b0\u30e9\u30d5\u306e\u4f5c\u308a\u65b9\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002Python\u521d\u5fc3\u8005\u304b\u3089\u3001\u7814\u7a76\u30fb\u30d3\u30b8\u30cd\u30b9\u3067\u30b0\u30e9\u30d5\u3092\u6d3b\u7528\u3057\u305f\u3044\u65b9\u307e\u3067\u5f79\u7acb\u3064\u5185\u5bb9\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u6700\u5f8c\u307e\u3067\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#matplotlib\"><span class=\"toc_number toc_depth_1\">1<\/span> matplotlib\u306e\u57fa\u672c<\/a><\/li><li><a href=\"#i\"><span class=\"toc_number toc_depth_1\">2<\/span> \u30b9\u30bf\u30a4\u30eb\u30b7\u30fc\u30c8\u3067\u4e00\u6c17\u306b\u57a2\u629c\u3051\u308b<\/a><\/li><li><a href=\"#i-2\"><span class=\"toc_number toc_depth_1\">3<\/span> \u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u3092\u7d71\u4e00\u3059\u308b<\/a><\/li><li><a href=\"#i-3\"><span class=\"toc_number toc_depth_1\">4<\/span> \u4f59\u767d\u30fb\u30d5\u30a9\u30f3\u30c8\u30fb\u8ef8\u30e9\u30d9\u30eb\u3092\u6574\u3048\u308b<\/a><\/li><li><a href=\"#i-4\"><span class=\"toc_number toc_depth_1\">5<\/span> \u5b9f\u4f8b\u3067\u5b66\u3076\u6620\u3048\u308b\u30b0\u30e9\u30d5\u306e\u63cf\u304d\u65b9<\/a><ul><li><a href=\"#i-5\"><span class=\"toc_number toc_depth_2\">5.1<\/span> \u30b7\u30f3\u30d7\u30eb\u3067\u898b\u3084\u3059\u3044\u6298\u308c\u7dda\u30b0\u30e9\u30d5<\/a><\/li><li><a href=\"#i-6\"><span class=\"toc_number toc_depth_2\">5.2<\/span> \u8996\u8a8d\u6027\u306e\u9ad8\u3044\u68d2\u30b0\u30e9\u30d5<\/a><\/li><li><a href=\"#i-7\"><span class=\"toc_number toc_depth_2\">5.3<\/span> \u30ec\u30dd\u30fc\u30c8\u6620\u3048\u3059\u308b\u7bb1\u3072\u3052\u56f3<\/a><\/li><\/ul><\/li><li><a href=\"#5\"><span class=\"toc_number toc_depth_1\">6<\/span> \u6620\u3048\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u308b\u305f\u3081\u306e\u30c7\u30b6\u30a4\u30f35\u539f\u5247<\/a><\/li><li><a href=\"#i-8\"><span class=\"toc_number toc_depth_1\">7<\/span> \u307e\u3068\u3081<\/a><\/li><\/ul><\/div>\n<h2><span id=\"matplotlib\"><span style=\"font-weight: 400;\">matplotlib\u306e\u57fa\u672c<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-2862 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-60.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-60.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-60-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u307e\u305a\u306f\u57fa\u672c\u7684\u306a\u30b3\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">import matplotlib.pyplot as plt<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">x = [1, 2, 3, 4]<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">y = [10, 20, 25, 30]<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.plot(x, y)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.show()<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3067\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u304c\u63cf\u3051\u307e\u3059\u304c\u3001\u898b\u305f\u76ee\u306f\u30b7\u30f3\u30d7\u30eb\u3059\u304e\u3066\u60c5\u5831\u91cf\u3082\u5c11\u306a\u304f\u3001\u30d7\u30ec\u30bc\u30f3\u3084\u30ec\u30dd\u30fc\u30c8\u306b\u8f09\u305b\u308b\u306b\u306f\u7269\u8db3\u308a\u307e\u305b\u3093\u3002\u3053\u3053\u304b\u3089\u300c<span style=\"text-decoration: underline;\">\u6620\u3048\u308b\u30b0\u30e9\u30d5<\/span>\u300d\u3078\u30b9\u30c6\u30c3\u30d7\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"i\"><span style=\"font-weight: 400;\">\u30b9\u30bf\u30a4\u30eb\u30b7\u30fc\u30c8\u3067\u4e00\u6c17\u306b\u57a2\u629c\u3051\u308b<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-2863 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-61.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-61.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-61-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">matplotlib\u306b\u306f<span style=\"color: #ff0000;\"><strong>\u30b9\u30bf\u30a4\u30eb\u30b7\u30fc\u30c8<\/strong><\/span>\u3068\u3044\u3046\u4fbf\u5229\u306a\u4ed5\u7d44\u307f\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u4f7f\u3046\u3060\u3051\u3067\u3001<span style=\"text-decoration: underline;\">\u30b0\u30e9\u30d5\u306e\u96f0\u56f2\u6c17\u304c\u5287\u7684\u306b\u5909\u308f\u308a\u307e\u3059<\/span>\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u304a\u3059\u3059\u3081\u30b9\u30bf\u30a4\u30eb3\u9078<\/b><\/p>\n<ol>\n<li><strong> seaborn\u7cfbplt.style.use(&#8220;seaborn-v0_8-colorblind&#8221;)<\/strong><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u67d4\u3089\u304b\u3044\u8272\u5408\u3044\u3068\u8996\u8a8d\u6027\u306e\u9ad8\u3055\u304c\u9b45\u529b\u7684\u3067\u521d\u5fc3\u8005\u306b\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol start=\"2\">\n<li><strong> ggplotplt.style.use(&#8220;ggplot&#8221;)<\/strong><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">R\u306eggplot2\u306b\u8fd1\u3044\u30c7\u30b6\u30a4\u30f3\u3067\u7d71\u8a08\u7cfb\u306e\u7814\u7a76\u8005\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<ol start=\"3\">\n<li><strong> fivethirtyeightplt.style.use(&#8220;fivethirtyeight&#8221;)<\/strong><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u7c73\u56fd\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u306e\u3088\u3046\u306a\u592a\u5b57\u3067\u529b\u5f37\u3044\u30c7\u30b6\u30a4\u30f3\u3067\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u306b\u3082\u6620\u3048\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u30b9\u30bf\u30a4\u30eb\u3092\u5909\u3048\u308b\u3060\u3051\u3067\u300c<span style=\"text-decoration: underline;\">\u7d20\u4eba\u3063\u307d\u3055<\/span>\u300d\u304c\u6d88\u3048\u3001\u6d17\u7df4\u3055\u308c\u305f\u5370\u8c61\u306b\u306a\u308b\u306e\u3067\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"i-2\"><span style=\"font-weight: 400;\">\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u3092\u7d71\u4e00\u3059\u308b<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-2865 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-62.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-62.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-62-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u30b0\u30e9\u30d5\u306e\u5370\u8c61\u3092\u6c7a\u3081\u308b\u6700\u5927\u8981\u7d20\u306f<strong><span style=\"color: #ff0000;\">\u8272<\/span><\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u5b9a\u756a\u306e\u6307\u5b9a\u65b9\u6cd5<\/b><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.plot(x, y, color=&#8221;#1f77b4&#8243;)\u00a0 # Hex\u30ab\u30e9\u30fc<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u8ff7\u3063\u305f\u3068\u304d\u306e\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u9078\u3073<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u8abf\u548c\u306e\u53d6\u308c\u305f\u8272<\/strong> \u2192 seaborn.color_palette()<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u9ad8\u7d1a\u611f\u3092\u51fa\u3059<\/strong> \u2192 \u30b0\u30ec\u30fc\uff0b\u30a2\u30af\u30bb\u30f3\u30c8\u30ab\u30e9\u30fc1\u8272<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><strong>\u30ec\u30dd\u30fc\u30c8\u5411\u3051<\/strong> \u2192 \u8996\u8a8d\u6027\u306e\u9ad8\u3044\u843d\u3061\u7740\u3044\u305f\u8272<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\uff1a<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">import seaborn as sns<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">colors = sns.color_palette(&#8220;deep&#8221;)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.plot(x, y, color=colors[0])<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u8272\u3092\u7d71\u4e00\u3059\u308b\u3060\u3051\u3067\u300c<span style=\"text-decoration: underline;\">\u30d7\u30ed\u611f<\/span>\u300d\u304c\u3050\u3063\u3068\u5897\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"i-3\"><span style=\"font-weight: 400;\">\u4f59\u767d\u30fb\u30d5\u30a9\u30f3\u30c8\u30fb\u8ef8\u30e9\u30d9\u30eb\u3092\u6574\u3048\u308b<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-2866 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-63.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-63.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-63-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u898b\u3084\u3059\u3055\u3092\u5de6\u53f3\u3059\u308b\u306e\u306f\u3001<strong><span style=\"color: #ff0000;\">\u4f59\u767d\u3084\u30d5\u30a9\u30f3\u30c8\u8a2d\u5b9a<\/span><\/strong>\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30bf\u30a4\u30c8\u30eb\u30fb\u8ef8\u30e9\u30d9\u30eb\u306e\u30b5\u30a4\u30ba<\/b><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.title(&#8220;\u58f2\u4e0a\u306e\u63a8\u79fb&#8221;, fontsize=16)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.xlabel(&#8220;\u6708&#8221;, fontsize=12)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.ylabel(&#8220;\u58f2\u4e0a\u984d&#8221;, fontsize=12)<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u4f59\u767d\u8abf\u6574<\/b><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.tight_layout()<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u65e5\u672c\u8a9e\u30d5\u30a9\u30f3\u30c8\u8a2d\u5b9a<\/b><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.rcParams[&#8220;font.family&#8221;] = &#8220;IPAexGothic&#8221;<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u3067\u6587\u5b57\u5316\u3051\u3092\u9632\u304e\u3001\u8aad\u307f\u3084\u3059\u3055\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"i-4\"><span style=\"font-weight: 400;\">\u5b9f\u4f8b\u3067\u5b66\u3076\u6620\u3048\u308b\u30b0\u30e9\u30d5\u306e\u63cf\u304d\u65b9<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-2868 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-64.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-64.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-64-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306e\u30b3\u30fc\u30c9\u4f8b\u3092\u4f7f\u3044\u306a\u304c\u3089\u300c<span style=\"text-decoration: underline;\">\u898b\u3084\u3059\u304f<\/span>\u300d\u300c<span style=\"text-decoration: underline;\">\u4f1d\u308f\u308b<\/span>\u300d\u30b0\u30e9\u30d5\u3092\u4f5c\u308b\u305f\u3081\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002matplotlib \u306f\u6a19\u6e96\u3067\u591a\u5f69\u306a\u8868\u73fe\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u3061\u3087\u3063\u3068\u3057\u305f\u5de5\u592b\u3092\u52a0\u3048\u308b\u3060\u3051\u3067\u4e00\u6c17\u306b\u30a4\u30b1\u3066\u308b\u5370\u8c61\u306b\u5909\u308f\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-5\"><span style=\"font-weight: 400;\">\u30b7\u30f3\u30d7\u30eb\u3067\u898b\u3084\u3059\u3044\u6298\u308c\u7dda\u30b0\u30e9\u30d5<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u307e\u305a\u306f\u6700\u3082\u57fa\u672c\u3068\u306a\u308b\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306e\u6539\u5584\u4f8b\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.style.use(&#8220;seaborn-v0_8-colorblind&#8221;)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">months = [&#8220;1\u6708&#8221;, &#8220;2\u6708&#8221;, &#8220;3\u6708&#8221;, &#8220;4\u6708&#8221;]<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">sales = [100, 130, 120, 150]<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.plot(months, sales, linewidth=3, marker=&#8221;o&#8221;)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.title(&#8220;\u6708\u5225\u58f2\u4e0a\u63a8\u79fb&#8221;, fontsize=18)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.xlabel(&#8220;\u6708&#8221;, fontsize=12)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.ylabel(&#8220;\u58f2\u4e0a\uff08\u4e07\u5186\uff09&#8221;, fontsize=12)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.grid(alpha=0.3)<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.tight_layout()<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.show()<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u3053\u306e\u30b0\u30e9\u30d5\u306f\u3001\u58f2\u4e0a\u306e\u63a8\u79fb\u3092\u30b7\u30f3\u30d7\u30eb\u304b\u3064\u898b\u3084\u3059\u304f\u8868\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e3\u3064\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30fb\u7dda\u306e\u592a\u3055\u3092\u63c3\u3048\u3066\u8996\u8a8d\u6027\u3092\u9ad8\u3081\u308b<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u6298\u308c\u7dda\u306f\u7d30\u3059\u304e\u308b\u3068\u898b\u3065\u3089\u304f\u3001\u592a\u3059\u304e\u308b\u3068\u4e3b\u5f35\u304c\u5f37\u3059\u304e\u307e\u3059\u3002<strong><span style=\"color: #ff0000;\">linewidth=3<\/span> <\/strong>\u306f\u30d0\u30e9\u30f3\u30b9\u304c\u3088\u304f\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30fb\u30de\u30fc\u30ab\u30fc\u3092\u4ed8\u3051\u3066\u5909\u5316\u70b9\u3092\u5f37\u8abf<\/b><\/p>\n<p><span style=\"font-weight: 400;\"><strong><span style=\"color: #ff0000;\">marker=&#8221;0&#8243;<\/span><\/strong>\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u5404\u30c7\u30fc\u30bf\u70b9\u304c\u8996\u899a\u7684\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306e\u8aad\u307f\u53d6\u308a\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30fb\u30b0\u30ea\u30c3\u30c9\u306f\u8584\u3081\u306e\u8a2d\u5b9a\u3067\u4e0a\u54c1\u306b<\/b><\/p>\n<p><span style=\"font-weight: 400;\"><strong><span style=\"color: #ff0000;\">alpha=0.3<\/span><\/strong>\u306e\u3088\u3046\u306b\u900f\u660e\u5ea6\u3092\u8abf\u6574\u3059\u308b\u3068\u3001\u30b0\u30ea\u30c3\u30c9\u304c\u4e3b\u5f35\u3057\u3059\u304e\u305a\u80cc\u666f\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u4e0a\u54c1\u3067\u30d7\u30ed\u3063\u307d\u3044\u4ed5\u4e0a\u304c\u308a\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-6\"><span style=\"font-weight: 400;\">\u8996\u8a8d\u6027\u306e\u9ad8\u3044\u68d2\u30b0\u30e9\u30d5<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u6b21\u306b\u3001\u58f2\u4e0a\u306a\u3069\u306e\u6bd4\u8f03\u306b\u9069\u3057\u305f\u68d2\u30b0\u30e9\u30d5\u306e\u6539\u5584\u4f8b\u3067\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.bar(months, sales, color=&#8221;#4c72b0&#8243;)<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u68d2\u30b0\u30e9\u30d5\u306f\u305f\u3060\u63cf\u304f\u3060\u3051\u3067\u3082\u5341\u5206\u306b\u4f1d\u308f\u308a\u307e\u3059\u304c\u3001\u8272\u306e\u9078\u3073\u65b9\u304c\u91cd\u8981\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u70b9\u3092\u610f\u8b58\u3057\u307e\u3057\u3087\u3046\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u539f\u8272\u3092\u907f\u3051\u3001\u843d\u3061\u7740\u3044\u305f\u8272\u3092\u9078\u3076<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u68d2\u30b0\u30e9\u30d5\u306f\u9762\u7a4d\u304c\u5927\u304d\u3044\u305f\u3081\u3001\u539f\u8272\u3092\u4f7f\u3046\u3068\u975e\u5e38\u306b\u5f37\u70c8\u306a\u5370\u8c61\u306b\u306a\u308a\u3001\u60c5\u5831\u3088\u308a\u8272\u304c\u76ee\u7acb\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u4e0a\u8a18\u30b3\u30fc\u30c9\u3067\u306f <span style=\"color: #ff0000;\"><strong>#4c72b0<\/strong><\/span>\u306e\u3088\u3046\u306b\u5c11\u3057\u843d\u3061\u7740\u3044\u305f\u9752\u7cfb\u30ab\u30e9\u30fc\u3092\u4f7f\u7528\u3057\u3001\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306a\u96f0\u56f2\u6c17\u306b\u4ed5\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span id=\"i-7\"><span style=\"font-weight: 400;\">\u30ec\u30dd\u30fc\u30c8\u6620\u3048\u3059\u308b\u7bb1\u3072\u3052\u56f3<\/span><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u30c7\u30fc\u30bf\u306e\u5206\u5e03\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u793a\u3059\u300c\u7bb1\u3072\u3052\u56f3\u300d\u3082\u3001\u30b9\u30bf\u30a4\u30eb\u3092\u6574\u3048\u308b\u3053\u3068\u3067\u4e00\u6c17\u306b\u898b\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">plt.boxplot(data, patch_artist=True,<\/span><\/p>\n<p><span style=\"font-weight: 400; color: #0000ff;\">boxprops=dict(facecolor=&#8221;#66c2a5&#8243;))<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u7bb1\u3072\u3052\u56f3\u306f\u767d\u9ed2\u3067\u5473\u6c17\u306a\u3044\u5370\u8c61\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u304c\u3001<span style=\"color: #ff0000;\"><strong>patch_artist=True<\/strong><\/span>\u3092\u4f7f\u3063\u3066\u7bb1\u306e\u80cc\u666f\u306b\u8272\u3092\u4ed8\u3051\u308b\u3060\u3051\u3067\u898b\u305f\u76ee\u304c\u5927\u304d\u304f\u6539\u5584\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30fb\u7bb1\u306b\u8272\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\u7f8e\u3057\u3044\u8996\u899a\u8868\u73fe\u306b<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u8272\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\u5206\u5e03\u304c\u76f4\u611f\u7684\u306b\u628a\u63e1\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u8cc7\u6599\u3084\u30ec\u30dd\u30fc\u30c8\u3067\u3082\u6620\u3048\u308b\u30b0\u30e9\u30d5\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span id=\"5\"><span style=\"font-weight: 400;\">\u6620\u3048\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u308b\u305f\u3081\u306e\u30c7\u30b6\u30a4\u30f35\u539f\u5247<\/span><\/span><\/h2>\n<p><img loading=\"lazy\" class=\"size-full wp-image-2870 aligncenter\" src=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-65.png\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-65.png 640w, https:\/\/softasia.jp\/blog\/wp-content\/uploads\/2025\/11\/SOFT-_ASIA-65-300x200.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u30b0\u30e9\u30d5\u306e\u898b\u305f\u76ee\u306f\u3001\u8aad\u307f\u624b\u306e\u7406\u89e3\u30b9\u30d4\u30fc\u30c9\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002<span style=\"text-decoration: underline;\">\u7279\u306b\u3001\u30d3\u30b8\u30cd\u30b9\u8cc7\u6599\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5171\u6709\u3067\u306f\u3001\u60c5\u5831\u3092\u6b63\u3057\u304f\u30fb\u7f8e\u3057\u304f\u4f1d\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059<\/span>\u3002\u3053\u3053\u3067\u306f\u3001\u8ab0\u3067\u3082\u7c21\u5358\u306b\u5b9f\u8df5\u3067\u304d\u308b\u6620\u3048\u308b\u30b0\u30e9\u30d5\u3092\u4f5c\u308b\u305f\u3081\u306e5\u3064\u306e\u30c7\u30b6\u30a4\u30f3\u539f\u5247\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u8272\u306f3\u8272\u4ee5\u5185\u306b\u7d71\u4e00\u3059\u308b<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u8272\u6570\u304c\u591a\u3044\u3068\u8996\u7dda\u304c\u6563\u308a\u3001\u4f55\u3092\u4f1d\u3048\u305f\u3044\u306e\u304b\u5206\u304b\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002\u30e1\u30a4\u30f3\u3001\u30a2\u30af\u30bb\u30f3\u30c8\u3001\u80cc\u666f\u306e3\u8272\u306b\u6291\u3048\u308b\u3053\u3068\u3067\u3001\u7d71\u4e00\u611f\u306e\u3042\u308b\u6d17\u7df4\u3055\u308c\u305f\u30b0\u30e9\u30d5\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30d5\u30a9\u30f3\u30c8\u30b5\u30a4\u30ba\u306f\u4e00\u8cab\u6027\u3092\u4fdd\u3064<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u30bf\u30a4\u30c8\u30eb\u3001\u8ef8\u30e9\u30d9\u30eb\u3001\u51e1\u4f8b\u306a\u3069\u306e\u6587\u5b57\u30b5\u30a4\u30ba\u304c\u30d0\u30e9\u30d0\u30e9\u3060\u3068\u30d7\u30ed\u611f\u304c\u8584\u308c\u307e\u3059\u3002\u57fa\u672c\u30eb\u30fc\u30eb\u3092\u6c7a\u3081\u3066\u7d71\u4e00\u3059\u308b\u3068\u3001\u898b\u3084\u3059\u3055\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u30b0\u30ea\u30c3\u30c9\u306f\u8584\u3081\u306b\u8a2d\u5b9a\u3059\u308b\uff08alpha\u8abf\u6574\uff09<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u30b0\u30ea\u30c3\u30c9\u306e\u4e3b\u5f35\u304c\u5f37\u3059\u304e\u308b\u3068\u3001\u30c7\u30fc\u30bf\u3088\u308a\u3082\u7dda\u304c\u76ee\u7acb\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<span style=\"color: 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