{"id":73420,"date":"2024-03-20T13:00:32","date_gmt":"2024-03-20T04:00:32","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%b0%e3%83%ab%e3%83%bc%e3%83%97%e5%8c%96%e3%81%8a%e3%82%88%e3%81%b3%e9%9b%86%e7%b4%84%e3%81%ae%e6%96%b9%e6%b3%95%e3%81%af%ef%bc%9f\/"},"modified":"2025-08-11T02:36:15","modified_gmt":"2025-08-10T17:36:15","slug":"python%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%b0%e3%83%ab%e3%83%bc%e3%83%97%e5%8c%96%e3%81%8a%e3%82%88%e3%81%b3%e9%9b%86%e7%b4%84%e3%81%ae%e6%96%b9%e6%b3%95%e3%81%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%82%b0%e3%83%ab%e3%83%bc%e3%83%97%e5%8c%96%e3%81%8a%e3%82%88%e3%81%b3%e9%9b%86%e7%b4%84%e3%81%ae%e6%96%b9%e6%b3%95%e3%81%af%ef%bc%9f\/","title":{"rendered":"python\u306b\u304a\u3051\u308b\u30b0\u30eb\u30fc\u30d7\u5316\u304a\u3088\u3073\u96c6\u7d04\u306e\u65b9\u6cd5\u306f\uff1f"},"content":{"rendered":"<p>Python\u3067\u306f`groupby`\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u3068\u96c6\u8a08\u51e6\u7406\u3092\u884c\u3046\u3002<\/p>\n<p>pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306egroupby\u30e1\u30bd\u30c3\u30c9\u306f\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u6307\u5b9a\u3057\u305f\u5217\u306e\u5024\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u307e\u3059\u3002\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u305f\u5f8c\u3001\u5408\u8a08\u3084\u5e73\u5747\u3001\u500b\u6570\u306e\u7b97\u51fa\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u96c6\u7d04\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001groupby\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3068\u96c6\u7d04\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u5305\u542b\u59d3\u540d\u3001\u79d1\u76ee\u548c\u5206\u6570\u7684DataFrame<\/span>\r\ndata = {<span class=\"hljs-string\">'\u59d3\u540d'<\/span>: [<span class=\"hljs-string\">'\u5c0f\u660e'<\/span>, <span class=\"hljs-string\">'\u5c0f\u7ea2'<\/span>, <span class=\"hljs-string\">'\u5c0f\u660e'<\/span>, <span class=\"hljs-string\">'\u5c0f\u7ea2'<\/span>, <span class=\"hljs-string\">'\u5c0f\u660e'<\/span>, <span class=\"hljs-string\">'\u5c0f\u7ea2'<\/span>],\r\n        <span class=\"hljs-string\">'\u79d1\u76ee'<\/span>: [<span class=\"hljs-string\">'\u6570\u5b66'<\/span>, <span class=\"hljs-string\">'\u6570\u5b66'<\/span>, <span class=\"hljs-string\">'\u8bed\u6587'<\/span>, <span class=\"hljs-string\">'\u8bed\u6587'<\/span>, <span class=\"hljs-string\">'\u82f1\u8bed'<\/span>, <span class=\"hljs-string\">'\u82f1\u8bed'<\/span>],\r\n        <span class=\"hljs-string\">'\u5206\u6570'<\/span>: [<span class=\"hljs-number\">80<\/span>, <span class=\"hljs-number\">90<\/span>, <span class=\"hljs-number\">70<\/span>, <span class=\"hljs-number\">85<\/span>, <span class=\"hljs-number\">95<\/span>, <span class=\"hljs-number\">88<\/span>]}\r\n\r\ndf = pd.DataFrame(data)\r\n\r\n<span class=\"hljs-comment\"># \u6309\u7167\u59d3\u540d\u5206\u7ec4\uff0c\u5e76\u8ba1\u7b97\u6bcf\u4e2a\u4eba\u7684\u5e73\u5747\u5206\u6570<\/span>\r\nresult = df.groupby(<span class=\"hljs-string\">'\u59d3\u540d'<\/span>)[<span class=\"hljs-string\">'\u5206\u6570'<\/span>].mean()\r\n\r\n<span class=\"hljs-built_in\">print<\/span>(result)\r\n<\/code><\/pre>\n<p>\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b<\/p>\n<pre class=\"post-pre\"><code>\u59d3\u540d\r\n\u5c0f\u660e    81.666667\r\n\u5c0f\u7ea2    87.666667\r\nName: \u5206\u6570, dtype: float64\r\n<\/code><\/pre>\n<p>\u4e0a\u3067\u8aac\u660e\u3057\u305f\u30b3\u30fc\u30c9\u3067\u306f\u3001groupby\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066\u540d\u524d\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3092\u884c\u3044\u3001\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306bmean\u30e1\u30bd\u30c3\u30c9\u3067\u5404\u4eba\u306e\u5e73\u5747\u70b9\u3092\u8a08\u7b97\u3057\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b\u3001\u7d50\u679c\u3092\u51fa\u529b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>groupby\u30e1\u30bd\u30c3\u30c9\u306fmean\u30e1\u30bd\u30c3\u30c9\u306b\u9650\u3089\u305a\u3001sum\u3001max\u3001min\u306a\u3069\u306e\u4ed6\u306e\u96c6\u8a08\u95a2\u6570\u3068\u4e00\u7dd2\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u96c6\u8a08\u95a2\u6570\u3092\u9078\u629e\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u3067\u306f`groupby`\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u3068\u96c6\u8a08\u51e6\u7406\u3092\u884c\u3046\u3002 pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306egroupby\u30e1\u30bd\u30c3\u30c9\u306f\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u6307\u5b9a\u3057\u305f\u5217\u306e\u5024\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u307e\u3059\u3002\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u305f\u5f8c\u3001\u5408\u8a08\u3084\u5e73\u5747\u3001 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-73420","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>python\u306b\u304a\u3051\u308b\u30b0\u30eb\u30fc\u30d7\u5316\u304a\u3088\u3073\u96c6\u7d04\u306e\u65b9\u6cd5\u306f\uff1f - Blog - 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