{"id":83244,"date":"2024-03-21T02:35:30","date_gmt":"2024-03-20T17:35:30","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/pandas%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%ab%e3%81%82%e3%82%8bcsv%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af\/"},"modified":"2024-04-05T21:52:50","modified_gmt":"2024-04-05T12:52:50","slug":"pandas%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%ab%e3%81%82%e3%82%8bcsv%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/pandas%e3%81%a7%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e3%81%ab%e3%81%82%e3%82%8bcsv%e3%83%95%e3%82%a1%e3%82%a4%e3%83%ab%e3%82%92%e8%aa%ad%e3%81%bf%e8%be%bc%e3%82%80%e3%81%ab%e3%81%af\/","title":{"rendered":"pandas\u3067\u30ed\u30fc\u30ab\u30eb\u306b\u3042\u308bCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f"},"content":{"rendered":"

pandas\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30fc\u30ab\u30ebCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n

    \n
  1. \u307e\u305a\u3001\u95a2\u6570\u306e\u4f7f\u7528\u306e\u305f\u3081\u306b pandas \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n
    import<\/span> pandas as<\/span> pd\r\n<\/code><\/pre>\n
      \n
    1. read_csv()<\/li>\n<\/ol>\n
      dataframe = pd.read_csv('\u6587\u4ef6\u8def\u5f84.csv'<\/span>)\r\n<\/code><\/pre>\n
        \n
      1. \u30c7\u30fc\u30bf\u51e6\u7406\uff1aCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3093\u3060\u5f8c\u306f\u3001\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u5909\u63db\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u306e\u64cd\u4f5c\u3092\u884c\u3044\u3001\u30c7\u30fc\u30bf\u3092\u3055\u3089\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n
        # \u6570\u636e\u6e05\u6d17<\/span>\r\ndataframe = dataframe.dropna()  # \u5220\u9664\u542b\u6709\u7f3a\u5931\u503c\u7684\u884c<\/span>\r\n\r\n# \u6570\u636e\u8f6c\u6362<\/span>\r\ndataframe['\u5217\u540d'<\/span>] = dataframe['\u5217\u540d'<\/span>].astype(int<\/span>)  # \u5c06\u5217\u7684\u6570\u636e\u7c7b\u578b\u8f6c\u6362\u4e3a\u6574\u6570\u578b<\/span>\r\n\r\n# \u6570\u636e\u7b5b\u9009<\/span>\r\ndataframe_filtered = dataframe[dataframe['\u5217\u540d'<\/span>] > 10<\/span>]  # \u9009\u62e9\u5217\u540d\u5927\u4e8e10\u7684\u884c<\/span>\r\n<\/code><\/pre>\n
          \n
        1. \u982d\u3092\u6570\u3048\u308b<\/li>\n<\/ol>\n
          print<\/span>(dataframe.head())\r\n<\/code><\/pre>\n
          \u5b8c\u5168\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n
          import<\/span> pandas as<\/span> pd\r\n\r\n# \u8bfb\u53d6CSV\u6587\u4ef6<\/span>\r\ndataframe = pd.read_csv('\u6587\u4ef6\u8def\u5f84.csv'<\/span>)\r\n\r\n# \u6570\u636e\u5904\u7406<\/span>\r\ndataframe = dataframe.dropna()\r\ndataframe['\u5217\u540d'<\/span>] = dataframe['\u5217\u540d'<\/span>].astype(int<\/span>)\r\n\r\n# \u67e5\u770b\u6570\u636e<\/span>\r\nprint<\/span>(dataframe.head())\r\n<\/code><\/pre>\n
          \u30b3\u30fc\u30c9\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9 .csv \u3092\u8aad\u307f\u8fbc\u3080CSV\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u3067\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
          pandas\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30fc\u30ab\u30ebCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002 \u307e\u305a\u3001\u95a2\u6570\u306e\u4f7f\u7528\u306e\u305f\u3081\u306b pandas \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002 import pandas as pd read_csv() dat […]<\/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-83244","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\npandas\u3067\u30ed\u30fc\u30ab\u30eb\u306b\u3042\u308bCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f - 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\/pandas\u3067\u30ed\u30fc\u30ab\u30eb\u306b\u3042\u308bcsv\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"pandas\u3067\u30ed\u30fc\u30ab\u30eb\u306b\u3042\u308bCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\" \/>\n<meta property=\"og:description\" content=\"pandas\u3092\u4f7f\u7528\u3057\u3066\u30ed\u30fc\u30ab\u30ebCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002 \u307e\u305a\u3001\u95a2\u6570\u306e\u4f7f\u7528\u306e\u305f\u3081\u306b pandas \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002 import pandas as pd read_csv() dat […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/pandas\u3067\u30ed\u30fc\u30ab\u30eb\u306b\u3042\u308bcsv\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u306b\u306f\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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