{"id":87887,"date":"2024-03-21T09:01:27","date_gmt":"2024-03-21T00:01:27","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%a7%e8%a4%87%e6%95%b0%e3%81%ae%e3%83%86%e3%83%bc%e3%83%96%e3%83%ab%e3%82%92%e7%b5%90%e5%90%88%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/"},"modified":"2024-03-26T23:26:03","modified_gmt":"2024-03-26T14:26:03","slug":"python%e3%81%a7%e8%a4%87%e6%95%b0%e3%81%ae%e3%83%86%e3%83%bc%e3%83%96%e3%83%ab%e3%82%92%e7%b5%90%e5%90%88%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%a7%e8%a4%87%e6%95%b0%e3%81%ae%e3%83%86%e3%83%bc%e3%83%96%e3%83%ab%e3%82%92%e7%b5%90%e5%90%88%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/","title":{"rendered":"Python\u3067\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"

Python\u306ePandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u8907\u6570\u306e\u8868\u3092\u52b9\u679c\u7684\u306b\u7d50\u5408\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4e3b\u306a\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n

    \n
  1. concat()\u95a2\u6570\u3092\u4f7f\u3046\u3068\u3001\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7e26\uff08\u884c\u65b9\u5411\uff09\u307e\u305f\u306f\u6a2a\u306b\uff08\u5217\u65b9\u5411\uff09\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002axis\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3064\u306a\u304e\u65b9\u3092\u5236\u5fa1\u3067\u304d\u3001axis=0\u306f\u884c\u65b9\u5411\u3001axis=1\u306f\u5217\u65b9\u5411\u3092\u8868\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n
    import<\/span> pandas as<\/span> pd\r\n\r\n# \u521b\u5efa\u591a\u4e2a\u8868<\/span>\r\ndf1 = pd.DataFrame({'A'<\/span>: [1<\/span>, 2<\/span>, 3<\/span>], 'B'<\/span>: [4<\/span>, 5<\/span>, 6<\/span>]})\r\ndf2 = pd.DataFrame({'A'<\/span>: [7<\/span>, 8<\/span>, 9<\/span>], 'B'<\/span>: [10<\/span>, 11<\/span>, 12<\/span>]})\r\n\r\n# \u6309\u884c\u62fc\u63a5<\/span>\r\nresult1 = pd.concat([df1, df2], axis=0<\/span>)\r\n\r\n# \u6309\u5217\u62fc\u63a5<\/span>\r\nresult2 = pd.concat([df1, df2], axis=1<\/span>)\r\n<\/code><\/pre>\n
      \n
    1. \u6307\u5b9a\u3057\u305f\u30ad\u30fc\u3092\u5143\u306b\u8907\u6570\u306e\u8868\u3092\u7d50\u5408\u3059\u308b: merge() \u95a2\u6570\u3092\u4f7f\u3046<\/li>\n<\/ol>\n
      import<\/span> pandas as<\/span> pd\r\n\r\n# \u521b\u5efa\u591a\u4e2a\u8868<\/span>\r\ndf1 = pd.DataFrame({'A'<\/span>: [1<\/span>, 2<\/span>, 3<\/span>], 'B'<\/span>: [4<\/span>, 5<\/span>, 6<\/span>], 'key'<\/span>: ['a'<\/span>, 'b'<\/span>, 'c'<\/span>]})\r\ndf2 = pd.DataFrame({'C'<\/span>: [7<\/span>, 8<\/span>, 9<\/span>], 'D'<\/span>: [10<\/span>, 11<\/span>, 12<\/span>], 'key'<\/span>: ['a'<\/span>, 'b'<\/span>, 'c'<\/span>]})\r\n\r\n# \u6839\u636e\u952e\u5408\u5e76<\/span>\r\nresult = pd.merge(df1, df2, on='key'<\/span>)\r\n<\/code><\/pre>\n
        \n
      1. \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u6cbf\u3063\u3066\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\uff1ajoin() \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7d50\u5408\u3057\u307e\u3059\u3002how \u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001left\u3001right\u3001inner\u3001outer \u306a\u3069\u306e\u7d50\u5408\u65b9\u6cd5\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n
        import<\/span> pandas as<\/span> pd\r\n\r\n# \u521b\u5efa\u591a\u4e2a\u8868<\/span>\r\ndf1 = pd.DataFrame({'A'<\/span>: [1<\/span>, 2<\/span>, 3<\/span>], 'B'<\/span>: [4<\/span>, 5<\/span>, 6<\/span>]}, index=['a'<\/span>, 'b'<\/span>, 'c'<\/span>])\r\ndf2 = pd.DataFrame({'C'<\/span>: [7<\/span>, 8<\/span>, 9<\/span>], 'D'<\/span>: [10<\/span>, 11<\/span>, 12<\/span>]}, index=['b'<\/span>, 'c'<\/span>, 'd'<\/span>])\r\n\r\n# \u6839\u636e\u7d22\u5f15\u5408\u5e76<\/span>\r\nresult = df1.join(df2, how='outer'<\/span>)\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"
        Python\u306ePandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u8907\u6570\u306e\u8868\u3092\u52b9\u679c\u7684\u306b\u7d50\u5408\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4e3b\u306a\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002 concat()\u95a2\u6570\u3092\u4f7f\u3046\u3068\u3001\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7e26\uff08\u884c\u65b9\u5411\uff09\u307e\u305f\u306f\u6a2a\u306b\uff08\u5217\u65b9\u5411\uff09\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002ax […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-87887","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nPython\u3067\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\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\/python\u3067\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\u3067\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\u3059\u308b\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"Python\u306ePandas\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u8907\u6570\u306e\u8868\u3092\u52b9\u679c\u7684\u306b\u7d50\u5408\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4e3b\u306a\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002 concat()\u95a2\u6570\u3092\u4f7f\u3046\u3068\u3001\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7e26\uff08\u884c\u65b9\u5411\uff09\u307e\u305f\u306f\u6a2a\u306b\uff08\u5217\u65b9\u5411\uff09\u3064\u306a\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002ax […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/python\u3067\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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