{"id":123835,"date":"2024-03-24T12:48:18","date_gmt":"2024-03-24T03:48:18","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92python%e3%81%a7%e6%95%b4%e7%90%86%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/"},"modified":"2024-04-04T22:45:53","modified_gmt":"2024-04-04T13:45:53","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92python%e3%81%a7%e6%95%b4%e7%90%86%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92python%e3%81%a7%e6%95%b4%e7%90%86%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/","title":{"rendered":"\u30c7\u30fc\u30bf\u3092Python\u3067\u6574\u7406\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>Python\u3067\u30c7\u30fc\u30bf\u3092\u6574\u3048\u308b\u306b\u306f\u3001pandas\u3084numpy\u306a\u3069\u306e\u95a2\u9023\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6b21\u306b\u3001pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306eDataFrame\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u3066\u6574\u7406\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u3001Python \u3068 Pandas \u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3092\u884c\u3046\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u793a\u3057\u307e\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<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u793a\u4f8b\u6570\u636e\u6846<\/span>\r\ndata = {<span class=\"hljs-string\">'\u59d3\u540d'<\/span>: [<span class=\"hljs-string\">'\u5f20\u4e09'<\/span>, <span class=\"hljs-string\">'\u674e\u56db'<\/span>, <span class=\"hljs-string\">'\u738b\u4e94'<\/span>, <span class=\"hljs-string\">'\u8d75\u516d'<\/span>],\r\n<span class=\"hljs-string\">'\u5e74\u9f84'<\/span>: [<span class=\"hljs-number\">20<\/span>, <span class=\"hljs-number\">25<\/span>, <span class=\"hljs-number\">30<\/span>, <span class=\"hljs-number\">35<\/span>],\r\n<span class=\"hljs-string\">'\u6027\u522b'<\/span>: [<span class=\"hljs-string\">'\u7537'<\/span>, <span class=\"hljs-string\">'\u5973'<\/span>, <span class=\"hljs-string\">'\u7537'<\/span>, <span class=\"hljs-string\">'\u5973'<\/span>],\r\n<span class=\"hljs-string\">'\u6210\u7ee9'<\/span>: [<span class=\"hljs-number\">80<\/span>, <span class=\"hljs-number\">90<\/span>, <span class=\"hljs-number\">85<\/span>, <span class=\"hljs-number\">95<\/span>]}\r\ndf = pd.DataFrame(data)\r\n<span class=\"hljs-comment\"># \u67e5\u770b\u6570\u636e\u6846\u7684\u524d\u51e0\u884c<\/span>\r\n<span class=\"hljs-built_in\">print<\/span>(df.head())\r\n<span class=\"hljs-comment\"># \u67e5\u770b\u6570\u636e\u6846\u7684\u7edf\u8ba1\u6458\u8981\u4fe1\u606f<\/span>\r\n<span class=\"hljs-built_in\">print<\/span>(df.describe())\r\n<span class=\"hljs-comment\"># \u6309\u67d0\u4e00\u5217\u6392\u5e8f\u6570\u636e\u6846<\/span>\r\ndf_sorted = df.sort_values(<span class=\"hljs-string\">'\u5e74\u9f84'<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(df_sorted)\r\n<span class=\"hljs-comment\"># \u7b5b\u9009\u51fa\u6ee1\u8db3\u6761\u4ef6\u7684\u884c<\/span>\r\ndf_filtered = df[df[<span class=\"hljs-string\">'\u6210\u7ee9'<\/span>] &gt; <span class=\"hljs-number\">85<\/span>]\r\n<span class=\"hljs-built_in\">print<\/span>(df_filtered)\r\n<span class=\"hljs-comment\"># \u6dfb\u52a0\u65b0\u7684\u5217\u5230\u6570\u636e\u6846<\/span>\r\ndf[<span class=\"hljs-string\">'\u5e74\u7ea7'<\/span>] = [<span class=\"hljs-string\">'\u5927\u4e00'<\/span>, <span class=\"hljs-string\">'\u5927\u4e8c'<\/span>, <span class=\"hljs-string\">'\u5927\u4e09'<\/span>, <span class=\"hljs-string\">'\u5927\u56db'<\/span>]\r\n<span class=\"hljs-built_in\">print<\/span>(df)\r\n<span class=\"hljs-comment\"># \u5220\u9664\u67d0\u4e00\u5217\u6216\u884c<\/span>\r\ndf_drop_column = df.drop(<span class=\"hljs-string\">'\u5e74\u9f84'<\/span>, axis=<span class=\"hljs-number\">1<\/span>)\r\ndf_drop_row = df.drop(<span class=\"hljs-number\">2<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(df_drop_column)\r\n<span class=\"hljs-built_in\">print<\/span>(df_drop_row)\r\n<\/code><\/pre>\n<p>\u4e0a\u63b2\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u307e\u305a\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u6700\u521d\u306e\u6570\u884c\u3068\u7d71\u8a08\u30b5\u30de\u30ea\u30fc\u60c5\u5831\u306e\u8868\u793a\u3001\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u7279\u5b9a\u306e\u5217\u3067\u30bd\u30fc\u30c8\u3059\u308b\u65b9\u6cd5\u3001\u6761\u4ef6\u306b\u4e00\u81f4\u3059\u308b\u884c\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u3059\u308b\u65b9\u6cd5\u3001\u65b0\u3057\u3044\u5217\u3092\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u8ffd\u52a0\u3059\u308b\u65b9\u6cd5\u3001\u5217\u307e\u305f\u306f\u884c\u3092\u524a\u9664\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u30c7\u30fc\u30bf\u6574\u7406\u64cd\u4f5c\u3067\u3059\u3002\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u3001\u3053\u308c\u3089\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u304a\u3088\u3073\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u3067\u30c7\u30fc\u30bf\u3092\u6574\u3048\u308b\u306b\u306f\u3001pandas\u3084numpy\u306a\u3069\u306e\u95a2\u9023\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6b21\u306b\u3001pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306eDataFrame\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u3066\u6574\u7406\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-123835","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"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>\u30c7\u30fc\u30bf\u3092Python\u3067\u6574\u7406\u3059\u308b\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/\u30c7\u30fc\u30bf\u3092python\u3067\u6574\u7406\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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