{"id":14462,"date":"2024-03-15T22:13:35","date_gmt":"2024-03-15T13:13:35","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/pandas%e3%81%a7%e5%88%97%e3%82%92%e5%9f%ba%e6%ba%96%e3%81%ab%e9%87%8d%e8%a4%87%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2025-08-05T22:00:27","modified_gmt":"2025-08-05T13:00:27","slug":"pandas%e3%81%a7%e5%88%97%e3%82%92%e5%9f%ba%e6%ba%96%e3%81%ab%e9%87%8d%e8%a4%87%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/pandas%e3%81%a7%e5%88%97%e3%82%92%e5%9f%ba%e6%ba%96%e3%81%ab%e9%87%8d%e8%a4%87%e3%82%92%e5%89%8a%e9%99%a4%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"pandas\u3067\u5217\u3092\u57fa\u6e96\u306b\u91cd\u8907\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<p>pandas\u306f\u3001\u5217\u306b\u57fa\u3065\u3044\u3066\u91cd\u8907\u3092\u524a\u9664\u3059\u308b\u305f\u3081\u306bdrop_duplicates()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u95a2\u6570\u306f\u3001\u91cd\u8907\u3057\u305f\u5024\u304c\u524a\u9664\u3055\u308c\u305f\u65b0\u3057\u3044DataFrame\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306b\u5177\u4f53\u7684\u306a\u4f7f\u7528\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>df.drop_duplicates(subset=[\u5217\u540d], keep=<span class=\"hljs-string\">'first'<\/span>, inplace=<span class=\"hljs-literal\">True<\/span>)\r\n<\/code><\/pre>\n<ol>\n<li>subset \u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u91cd\u8907\u3092\u30c1\u30a7\u30c3\u30af\u3057\u305f\u3044\u5217\u540d\u307e\u305f\u306f\u5217\u540d\u306e\u30ea\u30b9\u30c8\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u3001\u3053\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306fNone\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u3059\u3079\u3066\u306e\u5217\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n<li>\u91cd\u8907\u5024\u3092\u3069\u308c\u3092\u4fdd\u6301\u3059\u308b\u304b\u6307\u5b9a\u3059\u308b\u305f\u3081\u306bkeep\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u9078\u629e\u80a2\u306b\u306f\u3001first\u3001last\u3001\u304a\u3088\u3073False\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u306ffirst\u3067\u3001\u6700\u521d\u306b\u91cd\u8907\u3057\u305f\u5024\u3092\u4fdd\u6301\u3057\u307e\u3059\u3002last\u306f\u6700\u5f8c\u306b\u51fa\u73fe\u3057\u305f\u91cd\u8907\u5024\u3092\u4fdd\u6301\u3057\u3001False\u306f\u3059\u3079\u3066\u306e\u91cd\u8907\u5024\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/li>\n<li>inplace\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u5143\u306eDataFrame\u3092\u5909\u66f4\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306fFalse\u3067\u3042\u308a\u3001\u91cd\u8907\u3057\u305f\u5024\u3092\u524a\u9664\u3057\u305f\u65b0\u3057\u3044DataFrame\u3092\u8fd4\u3057\u307e\u3059\u3002True\u306b\u8a2d\u5b9a\u3059\u308b\u3068\u3001\u5143\u306eDataFrame\u3092\u5909\u66f4\u3057\u3001None\u3092\u8fd4\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u4f8b\u793a\uff1a<\/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\u91cd\u590d\u503c\u7684DataFrame<\/span>\r\ndata = {<span class=\"hljs-string\">'A'<\/span>: [<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">4<\/span>],\r\n        <span class=\"hljs-string\">'B'<\/span>: [<span class=\"hljs-string\">'a'<\/span>, <span class=\"hljs-string\">'b'<\/span>, <span class=\"hljs-string\">'b'<\/span>, <span class=\"hljs-string\">'c'<\/span>, <span class=\"hljs-string\">'d'<\/span>, <span class=\"hljs-string\">'d'<\/span>]}\r\ndf = pd.DataFrame(data)\r\n\r\n<span class=\"hljs-comment\"># \u6839\u636e\u5217'A'\u53bb\u91cd<\/span>\r\ndf.drop_duplicates(subset=[<span class=\"hljs-string\">'A'<\/span>], keep=<span class=\"hljs-string\">'first'<\/span>, inplace=<span class=\"hljs-literal\">True<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(df)\r\n<\/code><\/pre>\n<p>\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\uff1a<\/p>\n<pre class=\"post-pre\"><code>   A  B\r\n0  1  a\r\n1  2  b\r\n3  3  c\r\n4  4  d\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001\u5217&#8217;A&#8217;\u3092\u57fa\u6e96\u306b\u91cd\u8907\u3092\u524a\u9664\u3059\u308b\u3068\u3001\u6700\u521d\u306b\u73fe\u308c\u305f\u91cd\u8907\u5024\u304c\u4fdd\u6301\u3055\u308c\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>pandas\u306f\u3001\u5217\u306b\u57fa\u3065\u3044\u3066\u91cd\u8907\u3092\u524a\u9664\u3059\u308b\u305f\u3081\u306bdrop_duplicates()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u95a2\u6570\u306f\u3001\u91cd\u8907\u3057\u305f\u5024\u304c\u524a\u9664\u3055\u308c\u305f\u65b0\u3057\u3044DataFrame\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u4ee5\u4e0b\u306b\u5177\u4f53\u7684\u306a\u4f7f\u7528\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002 df [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-14462","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>pandas\u3067\u5217\u3092\u57fa\u6e96\u306b\u91cd\u8907\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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