{"id":9673,"date":"2023-04-05T19:23:58","date_gmt":"2023-04-05T10:23:58","guid":{"rendered":"https:\/\/www.sambuichi.jp\/?p=9673"},"modified":"2023-04-05T19:47:58","modified_gmt":"2023-04-05T10:47:58","slug":"chatgpt%e3%81%abtidy-data%e3%82%92%e6%8c%87%e5%b0%8e","status":"publish","type":"post","link":"https:\/\/www.sambuichi.jp\/?p=9673","title":{"rendered":"ChatGPT\u306bTidy data\u3092\u6307\u5c0e"},"content":{"rendered":"

Views: 701<\/p>

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ChatGPT\u306bTidy data\u3092\u6307\u5c0e<\/h1>\n<\/div>\n
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\u4ed5\u8a33\u65e5\u8a18\u5e33\u306e\u4f8b\u3092Tidy data\u5f62\u5f0f\u306b\u62e1\u5f35<\/h2>\n
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Q1 \u4ee5\u524d\u306e\u4ed5\u8a33\u65e5\u8a18\u5e33\u306e\u4f8b\u3092\u62e1\u5f35\u3057\u3066\u3001\u30a8\u30f3\u30c8\u30ea \u30ec\u30d9\u30eb\u306b\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3092\u542b\u3081\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b?<\/p>\n<\/div>\n

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    \n
  • \n

    CgatGPT Google\u7ffb\u8a33
    \n\u3082\u3061\u308d\u3093\uff01 \u5404\u30a8\u30f3\u30c8\u30ea\u306e\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3092\u542b\u3080\u30b8\u30e3\u30fc\u30ca\u30eb \u30a8\u30f3\u30c8\u30ea\u306e\u4f8b\u306e\u62e1\u5f35\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

    \n

    \"230405Picture1\"<\/span><\/p>\n<\/div>\n

    \n

    Q2 \u30ea\u30f3\u30b4\u3068\u30aa\u30ec\u30f3\u30b8\u306e\u8ca9\u58f2\u4f8b\u306e\u3088\u3046\u306b\u3001\u91cd\u8907\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304b\u3002 \u3053\u308c\u306f\u3001journal_line \u3092\u542b\u307e\u306a\u3044\u30a8\u30f3\u30c8\u30ea\u306e\u76e3\u8996\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n

    \n
      \n
    • \n

      CgatGPT Google\u7ffb\u8a33
      \n\u306f\u3044\u3001\u305d\u3046\u3067\u3059\u3002 journal_line_id \u5217\u3092\u542b\u307e\u306a\u3044\u30a8\u30f3\u30c8\u30ea \u30aa\u30d6\u30b6\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5404\u4ed5\u8a33\u884c\u306e\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3068\u30a8\u30f3\u30c8\u30ea\u65e5\u4ed8\u306e\u91cd\u8907\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u304c\u3069\u306e\u3088\u3046\u306b\u898b\u3048\u308b\u304b\u306e\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n

    • \n

      CgatGPT Google\u7ffb\u8a33
      \n\u3053\u306e\u5f62\u5f0f\u3067\u306f\u3001\u5404\u884c\u306f\u3001\u7279\u5b9a\u306e entry_id\u3001entry_comment\u3001\u304a\u3088\u3073 entry_date \u3092\u6301\u3064\u4e00\u610f\u306e\u30a8\u30f3\u30c8\u30ea\u3092\u8868\u3057\u3001\u5404\u884c\u306b\u306f\u3001\u5358\u4e00\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u3001\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u501f\u65b9\/\u8cb8\u65b9\u984d\u304a\u3088\u3073\u9805\u76ee\u30e1\u30e2\u306b\u95a2\u3059\u308b\u60c5\u5831\u3082\u542b\u307e\u308c\u307e\u3059\u3002 account_number \u5217\u3068 account_sub_id \u5217\u3092\u5408\u308f\u305b\u3066\u3001\u5404\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4e00\u610f\u306b\u8b58\u5225\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u3053\u306e\u5f62\u5f0f\u306b\u3088\u308a\u3001\u5404\u4ed5\u8a33\u660e\u7d30\u306e entry_comment \u304a\u3088\u3073 entry_date \u60c5\u5831\u306e\u91cd\u8907\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30a8\u30f3\u30c8\u30ea\u3054\u3068\u306e\u5206\u6790\u3092\u3088\u308a\u7c21\u5358\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

      \n

      \"230405Picture2\"<\/span><\/p>\n<\/div>\n

      \n

      Q3 journal_line_id \u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u30a8\u30f3\u30c8\u30ea\u306e\u884c\u306b\u306f\u3001\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3001\u30a8\u30f3\u30c8\u30ea \u30c7\u30fc\u30bf\u306e\u307f\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u4ed5\u8a33\u660e\u7d30\u306e\u76e3\u8996\u306b\u306f\u3001entry_id\u3001journal_line\u3001id\u3001\u53e3\u5ea7\u756a\u53f7\u3001\u53e3\u5ea7 sub_id\u3001\u501f\u65b9\u91d1\u984d\u3001credit_amount\u3001\u304a\u3088\u3073\u660e\u7d30\u30e1\u30e2\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n

      \n
        \n
      • \n

        CgatGPT Google\u7ffb\u8a33
        \n\u306f\u3044\u3001\u305d\u308c\u3082\u6709\u52b9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002 \u4ed5\u8a33\u660e\u7d30\u89b3\u6e2c\u30c6\u30fc\u30d6\u30eb\u306b journal_line_id \u5217\u3092\u542b\u3081\u3066\u3001\u5165\u529b\u89b3\u6e2c\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u5206\u96e2\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u304c\u3069\u306e\u3088\u3046\u306b\u898b\u3048\u308b\u304b\u306e\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

        \n

        Entry Observation Table:<\/p>\n<\/div>\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n
        entry_id<\/th>\nentry_comment<\/th>\nentry_date<\/th>\n<\/tr>\n<\/thead>\n
        \n

        1<\/p>\n<\/td>\n

        		\n

        Payroll expenses for January 2023<\/p>\n<\/td>\n

        		\n

        1\/31\/2023<\/p>\n<\/td>\n<\/tr>\n

        \n

        2<\/p>\n<\/td>\n

        		\n

        Rent expense for February 2023<\/p>\n<\/td>\n

        		\n

        2\/28\/2023<\/p>\n<\/td>\n<\/tr>\n

        \n

        3<\/p>\n<\/td>\n

        		\n

        Sales revenue for March 2023<\/p>\n<\/td>\n

        		\n

        3\/31\/2023<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \n

        Journal Line Observation Table:<\/p>\n<\/div>\n\n\n\n\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n\n\n\n\n\n
        entry_id<\/th>\njournal_line_id<\/th>\naccount_number<\/th>\naccount_sub_id<\/th>\ndebit_amount<\/th>\ncredit_amount<\/th>\nline_item_note<\/th>\n<\/tr>\n<\/thead>\n
        \n

        1<\/p>\n<\/td>\n

        		\n

        1<\/p>\n<\/td>\n

        		\n

        5000<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        10000<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n

        \n

        1<\/p>\n<\/td>\n

        		\n

        2<\/p>\n<\/td>\n

        		\n

        2100<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        10000<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n

        \n

        2<\/p>\n<\/td>\n

        		\n

        3<\/p>\n<\/td>\n

        		\n

        5100<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        1500<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n

        \n

        2<\/p>\n<\/td>\n

        		\n

        4<\/p>\n<\/td>\n

        		\n

        2010<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        1500<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n

        \n

        2<\/p>\n<\/td>\n

        		\n

        5<\/p>\n<\/td>\n

        		\n

        1110<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        1500<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n

        \n

        3<\/p>\n<\/td>\n

        		\n

        6<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        25000<\/p>\n<\/td>\n

        		\n

        Cash sales<\/p>\n<\/td>\n<\/tr>\n

        \n

        3<\/p>\n<\/td>\n

        		\n

        7<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        5000<\/p>\n<\/td>\n

        		\n

        Credit card sales<\/p>\n<\/td>\n<\/tr>\n

        \n

        3<\/p>\n<\/td>\n

        		\n

        8<\/p>\n<\/td>\n

        		\n

        1100<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        20000<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n

        \n

        3<\/p>\n<\/td>\n

        		\n

        9<\/p>\n<\/td>\n

        		\n

        4010<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        5000<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n

        		\n

        NULL<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \n
          \n
        • \n

          CgatGPT Google\u7ffb\u8a33
          \n\u3053\u306e\u5f62\u5f0f\u3067\u306f\u3001entry_id\u3001entry_comment\u3001\u304a\u3088\u3073 entry_date \u5217\u304c\u30a8\u30f3\u30c8\u30ea\u76e3\u8996\u30c6\u30fc\u30d6\u30eb\u306b\u3042\u308a\u3001\u5404\u884c\u306f\u4e00\u610f\u306e\u4ed5\u8a33\u30a8\u30f3\u30c8\u30ea\u3092\u8868\u3057\u307e\u3059\u3002 journal_line_id \u5217\u306f\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u60c5\u5831\u3001\u501f\u65b9\/\u8cb8\u65b9\u91d1\u984d\u3001\u304a\u3088\u3073\u9805\u76ee\u30e1\u30e2\u3068\u5171\u306b\u3001\u4ed5\u8a33\u660e\u7d30\u76e3\u8996\u30c6\u30fc\u30d6\u30eb\u306b\u3042\u308a\u307e\u3059\u3002 \u4ed5\u8a33\u660e\u7d30\u76e3\u8996\u30c6\u30fc\u30d6\u30eb\u306e\u5404\u884c\u306f\u3001\u5358\u4e00\u306e\u4ed5\u8a33\u660e\u7d30\u3092\u8868\u3057\u3001entry_id \u5217\u3092\u4ecb\u3057\u3066\u5bfe\u5fdc\u3059\u308b\u4ed5\u8a33\u30a8\u30f3\u30c8\u30ea\u306b\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n

        • \n

          CgatGPT Google\u7ffb\u8a33
          \n\u307e\u305f\u3001\u3053\u306e\u5f62\u5f0f\u306b\u3088\u308a\u3001\u5404\u4ed5\u8a33\u884c\u306e\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3068\u30a8\u30f3\u30c8\u30ea\u65e5\u4ed8\u306e\u91cd\u8907\u3092\u56de\u907f\u3067\u304d\u3001\u4ed5\u8a33\u30a8\u30f3\u30c8\u30ea\u3054\u3068\u306e\u5206\u6790\u3092\u3088\u308a\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 \u3055\u3089\u306b\u3001\u4f5c\u6210\u305b\u305a\u306b\u30a8\u30f3\u30c8\u30ea\u3054\u3068\u306b\u8907\u6570\u306e\u4ed5\u8a33\u660e\u7d30\u3092\u7c21\u5358\u306b\u8ffd\u52a0\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

          \n

          \"230405Picture3\"<\/span><\/p>\n<\/div>\n

          \n

          Q4 \u968e\u5c64\u5316\u3055\u308c\u305f\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u3053\u306e\u69cb\u9020\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u4f8b\u306e\u3088\u3046\u306b<\/p>\n<\/div>\n

          \n

          (\u524d\u56de\u306e\u30ea\u30f3\u30b4\u3068\u30aa\u30ec\u30f3\u30b8\u306e\u4f8b\u3092\u63d0\u793a)<\/p>\n<\/div>\n

          \n
            \n
          • \n

            CgatGPT Google\u7ffb\u8a33
            \n\u306f\u3044\u3001\u305d\u308c\u306f\u968e\u5c64\u5316\u3055\u308c\u305f\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u4f8b\u3067\u3059\u3002 \u6700\u521d\u306e 3 \u3064\u306e\u5217\u306f\u3001\u5730\u57df\u3001\u56fd\u3001\u30a2\u30a4\u30c6\u30e0\u306e\u968e\u5c64\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002 \u6b8b\u308a\u306e\u5217\u306b\u306f\u3001\u968e\u5c64\u306e\u5404\u30ec\u30d9\u30eb\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u304c\u56de\u907f\u3055\u308c\u3001\u968e\u5c64\u306e\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u3067\u306e\u30c7\u30fc\u30bf\u306e\u96c6\u8a08\u3068\u5206\u6790\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

            \n

            \"230405Picture4\"<\/span><\/p>\n<\/div>\n

            \n

            Q5 Entry Observation Table: \u3068 Journal Line Observation Table: \u3092\u7d71\u5408\u3055\u308c\u305f\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306b\u7d50\u5408\u3067\u304d\u307e\u3059\u304b?<\/p>\n<\/div>\n

            \n
              \n
            • \n

              CgatGPT Google\u7ffb\u8a33
              \n\u306f\u3044\u3001\u30a8\u30f3\u30c8\u30ea\u89b3\u6e2c\u30c6\u30fc\u30d6\u30eb\u3068\u30b8\u30e3\u30fc\u30ca\u30eb\u30e9\u30a4\u30f3\u89b3\u6e2c\u30c6\u30fc\u30d6\u30eb\u3092\u7d71\u5408\u3055\u308c\u305f\u6574\u7136\u3068\u3057\u305f\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u69cb\u9020\u306e\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n\n\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n\n
              entry_id<\/th>\nentry_comment<\/th>\nentry_date<\/th>\naccount_number<\/th>\naccount_sub_id<\/th>\ndebit_amount<\/th>\ncredit_amount<\/th>\nline_note<\/th>\n<\/tr>\n<\/thead>\n
              \n

              1<\/p>\n<\/td>\n

              		\n

              Entry 1<\/p>\n<\/td>\n

              		\n

              1\/1\/2022<\/p>\n<\/td>\n

              		\n

              100<\/p>\n<\/td>\n

              		\n

              1<\/p>\n<\/td>\n

              		\n

              500<\/p>\n<\/td>\n

              		\n

              0<\/p>\n<\/td>\n

              		\n

              Line 1<\/p>\n<\/td>\n<\/tr>\n

              \n

              1<\/p>\n<\/td>\n

              		\n

              Entry 1<\/p>\n<\/td>\n

              		\n

              1\/1\/2022<\/p>\n<\/td>\n

              		\n

              200<\/p>\n<\/td>\n

              		\n

              1<\/p>\n<\/td>\n

              		\n

              0<\/p>\n<\/td>\n

              		\n

              500<\/p>\n<\/td>\n

              		\n

              Line 2<\/p>\n<\/td>\n<\/tr>\n

              \n

              2<\/p>\n<\/td>\n

              		\n

              Entry 2<\/p>\n<\/td>\n

              		\n

              1\/2\/2022<\/p>\n<\/td>\n

              		\n

              100<\/p>\n<\/td>\n

              		\n

              2<\/p>\n<\/td>\n

              		\n

              1000<\/p>\n<\/td>\n

              		\n

              0<\/p>\n<\/td>\n

              		\n

              Line 1<\/p>\n<\/td>\n<\/tr>\n

              \n

              2<\/p>\n<\/td>\n

              		\n

              Entry 2<\/p>\n<\/td>\n

              		\n

              1\/2\/2022<\/p>\n<\/td>\n

              		\n

              300<\/p>\n<\/td>\n

              		\n

              1<\/p>\n<\/td>\n

              		\n

              0<\/p>\n<\/td>\n

              		\n

              1000<\/p>\n<\/td>\n

              		\n

              Line 2<\/p>\n<\/td>\n<\/tr>\n

              \n

              2<\/p>\n<\/td>\n

              		\n

              Entry 2<\/p>\n<\/td>\n

              		\n

              1\/2\/2022<\/p>\n<\/td>\n

              		\n

              400<\/p>\n<\/td>\n

              		\n

              1<\/p>\n<\/td>\n

              		\n

              800<\/p>\n<\/td>\n

              		\n

              0<\/p>\n<\/td>\n

              		\n

              Line 3<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

              \n
                \n
              • \n

                CgatGPT Google\u7ffb\u8a33
                \n\u3053\u306e\u5f62\u5f0f\u3067\u306f\u3001\u5404\u884c\u304c\u4ed5\u8a33\u660e\u7d30\u3092\u8868\u3057\u3001\u305d\u306e\u30a8\u30f3\u30c8\u30ea\u306b\u5c5e\u3059\u308b\u884c\u3054\u3068\u306b\u30a8\u30f3\u30c8\u30ea \u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u304c\u7e70\u308a\u8fd4\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u5f62\u5f0f\u306f\u30011 \u3064\u306e\u884c\u5185\u306b\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u304c\u306a\u304f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u96c6\u8a08\u307e\u305f\u306f\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u3068\u898b\u306a\u3055\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                \n

                \"230405Picture5\"<\/span><\/p>\n<\/div>\n

                \n

                Q6 \u30a8\u30f3\u30c8\u30ea\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u8ffd\u52a0\u3057\u3001\u91cd\u8907\u3092\u907f\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u5f62\u5f0f\u3067\u3059\u3002<\/p>\n<\/div>\n

                \n
                  \n
                • \n

                  CgatGPT Google\u7ffb\u8a33
                  \n\u4ee5\u4e0b\u306f\u3001\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3092\u542b\u307f\u3001\u91cd\u8907\u3092\u56de\u907f\u3059\u308b\u3001\u96c6\u7d04\u3055\u308c\u305f\u6574\u7136\u3068\u3057\u305f\u30c7\u30fc\u30bf\u5f62\u5f0f\u3067\u7d50\u5408\u3055\u308c\u305f\u30a8\u30f3\u30c8\u30ea \u30aa\u30d6\u30b6\u30d9\u30fc\u30b7\u30e7\u30f3 \u30c6\u30fc\u30d6\u30eb\u3068\u30b8\u30e3\u30fc\u30ca\u30eb \u30e9\u30a4\u30f3 \u30aa\u30d6\u30b6\u30d9\u30fc\u30b7\u30e7\u30f3 \u30c6\u30fc\u30d6\u30eb\u306e\u4f8b\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n\n\n\n\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n\n\n
                  entry_id<\/th>\nentry_comment<\/th>\nentry_date<\/th>\njournal_line_id<\/th>\naccount_number<\/th>\naccount_sub_id<\/th>\ndebit_amount<\/th>\ncredit_amount<\/th>\nline_note<\/th>\n<\/tr>\n<\/thead>\n
                  \n

                  1<\/p>\n<\/td>\n

                  		\n

                  Entry 1<\/p>\n<\/td>\n

                  		\n

                  1\/1\/2022<\/p>\n<\/td>\n

                  		\n

                  1<\/p>\n<\/td>\n

                  		\n

                  100<\/p>\n<\/td>\n

                  		\n

                  1<\/p>\n<\/td>\n

                  		\n

                  500<\/p>\n<\/td>\n

                  		\n

                  0<\/p>\n<\/td>\n

                  		\n

                  Line 1<\/p>\n<\/td>\n<\/tr>\n

                  \n

                  1<\/p>\n<\/td>\n

                  		\n

                  Entry 1<\/p>\n<\/td>\n

                  		\n

                  1\/1\/2022<\/p>\n<\/td>\n

                  		\n

                  2<\/p>\n<\/td>\n

                  		\n

                  200<\/p>\n<\/td>\n

                  		\n

                  1<\/p>\n<\/td>\n

                  		\n

                  0<\/p>\n<\/td>\n

                  		\n

                  500<\/p>\n<\/td>\n

                  		\n

                  Line 2<\/p>\n<\/td>\n<\/tr>\n

                  \n

                  2<\/p>\n<\/td>\n

                  		\n

                  Entry 2<\/p>\n<\/td>\n

                  		\n

                  1\/2\/2022<\/p>\n<\/td>\n

                  		\n

                  3<\/p>\n<\/td>\n

                  		\n

                  100<\/p>\n<\/td>\n

                  		\n

                  2<\/p>\n<\/td>\n

                  		\n

                  1000<\/p>\n<\/td>\n

                  		\n

                  0<\/p>\n<\/td>\n

                  		\n

                  Line 1<\/p>\n<\/td>\n<\/tr>\n

                  \n

                  2<\/p>\n<\/td>\n

                  		\n

                  Entry 2<\/p>\n<\/td>\n

                  		\n

                  1\/2\/2022<\/p>\n<\/td>\n

                  		\n

                  4<\/p>\n<\/td>\n

                  		\n

                  300<\/p>\n<\/td>\n

                  		\n

                  1<\/p>\n<\/td>\n

                  		\n

                  0<\/p>\n<\/td>\n

                  		\n

                  1000<\/p>\n<\/td>\n

                  		\n

                  Line 2<\/p>\n<\/td>\n<\/tr>\n

                  \n

                  2<\/p>\n<\/td>\n

                  		\n

                  Entry 2<\/p>\n<\/td>\n

                  		\n

                  1\/2\/2022<\/p>\n<\/td>\n

                  		\n

                  5<\/p>\n<\/td>\n

                  		\n

                  400<\/p>\n<\/td>\n

                  		\n

                  1<\/p>\n<\/td>\n

                  		\n

                  800<\/p>\n<\/td>\n

                  		\n

                  0<\/p>\n<\/td>\n

                  		\n

                  Line 3<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                  \n
                    \n
                  • \n

                    CgatGPT Google\u7ffb\u8a33
                    \n\u3053\u306e\u5f62\u5f0f\u3067\u306f\u3001\u4ed5\u8a33\u660e\u7d30\u3054\u3068\u306b 1 \u3064\u306e\u884c\u304c\u3042\u308a\u3001\u30a8\u30f3\u30c8\u30ea \u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u304c\u3059\u3079\u3066\u306e\u884c\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002 entry_id \u5217\u3068 entry_comment \u5217\u306f\u3001\u5404\u884c\u304c\u5c5e\u3059\u308b\u30a8\u30f3\u30c8\u30ea\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3001entry_date \u5217\u306f\u30a8\u30f3\u30c8\u30ea\u306b\u95a2\u3059\u308b\u8ffd\u52a0\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u5404\u884c\u5185\u3067\u30c7\u30fc\u30bf\u304c\u91cd\u8907\u3059\u308b\u3053\u3068\u306f\u306a\u304f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u96c6\u8a08\u307e\u305f\u306f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                    \n

                    \"230405Picture6\"<\/span><\/p>\n<\/div>\n

                    \n

                    Q7 entry id \u306f\u8ef8\u3067\u3042\u308a\u3001line id \u3068\u3068\u3082\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 \u30a8\u30f3\u30c8\u30ea ID 1 \u3092\u5b9a\u7fa9\u3057\u3001\u4ed5\u8a33\u660e\u7d30 ID \u304c null \u306e\u5834\u5408\u306f\u3069\u3046\u306a\u308a\u307e\u3059\u304b?<\/p>\n<\/div>\n

                    \n
                      \n
                    • \n

                      CgatGPT Google\u7ffb\u8a33
                      \n\u30a8\u30f3\u30c8\u30ea ID \u304c 1 \u3067\u3001\u4ed5\u8a33\u660e\u7d30 ID \u304c null \u306e\u5834\u5408\u3001\u305d\u306e\u30a8\u30f3\u30c8\u30ea\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u4ed5\u8a33\u660e\u7d30\u304c\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002 \u3064\u307e\u308a\u3001\u30a8\u30f3\u30c8\u30ea\u306b\u306f\u30b3\u30e1\u30f3\u30c8\u307e\u305f\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u307f\u304c\u542b\u307e\u308c\u3001\u5b9f\u969b\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3 \u30c7\u30fc\u30bf\u306f\u542b\u307e\u308c\u307e\u305b\u3093\u3002 \u3053\u308c\u306f\u3001\u5b9f\u969b\u306e\u53e3\u5ea7\u6b8b\u9ad8\u3084\u501f\u65b9\/\u8cb8\u65b9\u3092\u542b\u3081\u305a\u306b\u3001\u7279\u5b9a\u306e\u53d6\u5f15\u306b\u95a2\u3059\u308b\u8aac\u660e\u3084\u30e1\u30e2\u3092\u8ffd\u52a0\u3057\u305f\u3044\u5834\u5408\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                      \n

                      \"230405Picture7\"<\/span><\/p>\n<\/div>\n

                      \n

                      Q8
                      \n1 null
                      \n1 1
                      \n1 2<\/p>\n<\/div>\n

                      \n
                        \n
                      • \n

                        CgatGPT Google\u7ffb\u8a33
                        \n\u5024 “1 null”\u3001”1 1″\u3001\u304a\u3088\u3073 “1 2″ \u306f\u3001\u4ed5\u8a33\u5165\u529b\u3068\u305d\u308c\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u4ed5\u8a33\u660e\u7d30\u3092\u8868\u3059\u30c7\u30fc\u30bf\u306e\u4f8b\u3067\u3059\u3002\u3053\u3053\u3067\u3001”1” \u306f\u5165\u529b ID \u3067\u3042\u308a\u3001\u5165\u529b ID \u306e\u5f8c\u306e\u6570\u5b57\u306f\u5165\u529b ID \u3092\u8868\u3057\u307e\u3059\u3002 \u4ed5\u8a33\u660e\u7d30 ID\u3002<\/p>\n<\/li>\n

                      • \n

                        CgatGPT Google\u7ffb\u8a33
                        \n\u305f\u3060\u3057\u3001\u4ed5\u8a33\u660e\u7d30 ID \u304c null \u306e\u5834\u5408\u306f\u3001\u7a7a\u306e\u5024\u307e\u305f\u306f “NA” \u3084 “null” \u306a\u3069\u306e\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u30fc\u3067\u8868\u3059\u65b9\u304c\u9069\u5207\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u4f8b\u3048\u3070\uff1a<\/p>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n\n<\/colgroup>\n\n\n\n\n\n\n
                        Entry Id<\/th>\nJournal Line Id<\/th>\n<\/tr>\n<\/thead>\n
                        \n

                        1<\/p>\n<\/td>\n

                        		\n

                        NA<\/p>\n<\/td>\n<\/tr>\n

                        \n

                        1<\/p>\n<\/td>\n

                        		\n

                        1<\/p>\n<\/td>\n<\/tr>\n

                        \n

                        1<\/p>\n<\/td>\n

                        		\n

                        2<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

                        \n
                          \n
                        • \n

                          CgatGPT Google\u7ffb\u8a33
                          \n\u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001\u6700\u521d\u306e\u884c\u306f\u4ed5\u8a33\u660e\u7d30\u304c\u95a2\u9023\u4ed8\u3051\u3089\u308c\u3066\u3044\u306a\u3044\u30a8\u30f3\u30c8\u30ea\u3092\u8868\u3057\u3001\u4ed6\u306e\u884c\u306f\u8907\u6570\u306e\u4ed5\u8a33\u660e\u7d30\u3092\u6301\u3064\u30a8\u30f3\u30c8\u30ea\u3092\u8868\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                          \n

                          \"230405Picture8\"<\/span><\/p>\n<\/div>\n

                          \n

                          Q9 \uff08\u3053\u3053\u3067\u6b63\u89e3\u4f8b\u3092\u63d0\u793a\uff09<\/p>\n<\/div>\n

                          \n
                            \n
                          • \n

                            CgatGPT Google\u7ffb\u8a33
                            \n\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3055\u308c\u305f\u8868\u306e\u540c\u3058\u30c7\u30fc\u30bf\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n

                          • \n

                            CgatGPT Google\u7ffb\u8a33
                            \n\u3053\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u3001\u5404\u884c\u304c entry_id \u3068 journal_line_id \u306e\u4e00\u610f\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002 \u30a8\u30f3\u30c8\u30ea\u60c5\u5831 (entry_comment \u304a\u3088\u3073 entry_date) \u306f\u3001entry_id \u3054\u3068\u306b 1 \u56de\u3060\u3051\u542b\u307e\u308c\u3001\u4ed5\u8a33\u884c\u306e\u89b3\u5bdf\u306e\u305f\u3081\u306b\u7a7a\u767d\u306e\u307e\u307e\u306b\u306a\u308a\u307e\u3059\u3002 account_number\u3001account_sub_id\u3001debit_amount\u3001credit_amount\u3001\u304a\u3088\u3073 line_note \u5217\u306b\u306f\u3001\u5404\u4ed5\u8a33\u660e\u7d30\u89b3\u6e2c\u306b\u56fa\u6709\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                            \n

                            \"230405Picture9\"<\/span><\/p>\n<\/div>\n

                            \n

                            Q10 \u3053\u308c\u306f\u3001Tidy data\u5f62\u5f0f\u3068\u547c\u3079\u307e\u3059\u304b?<\/p>\n<\/div>\n

                            \n
                              \n
                            • \n

                              CgatGPT Google\u7ffb\u8a33
                              \n\u306f\u3044\u3001\u3053\u308c\u306fTidy data\u5f62\u5f0f\u306e\u4f8b\u3067\u3059\u3002 \u3053\u308c\u306f\u3001\u6574\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e 3 \u3064\u306e\u539f\u5247\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n

                              \n
                                \n
                              1. \n

                                \u5404\u5909\u6570\u304c\u5217\u3092\u5f62\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n

                              2. \n

                                \u5404\u89b3\u6e2c\u5024\u304c\u884c\u3092\u5f62\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n

                              3. \n

                                \u89b3\u6e2c\u5358\u4f4d\u306e\u7a2e\u985e\u3054\u3068\u306b\u30c6\u30fc\u30d6\u30eb\u3092\u5f62\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<\/div>\n<\/li>\n

                              4. \n

                                CgatGPT Google\u7ffb\u8a33
                                \n\u3053\u306e\u5834\u5408\u3001\u89b3\u6e2c\u5358\u4f4d\u306f\u4ed5\u8a33\u5165\u529b\u3068\u4ed5\u8a33\u660e\u7d30\u3067\u3042\u308a\u3001\u5225\u3005\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306f\u660e\u78ba\u306a\u69cb\u9020\u3092\u6301\u3064\u8868\u5f62\u5f0f\u3067\u7de8\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u64cd\u4f5c\u3068\u5206\u6790\u304c\u5bb9\u6613\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                                \n

                                \"230405Picture10\"<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

                                \n

                                \u8a08\u7b97\u9593\u9055\u3044\u3092\u6307\u6458<\/h2>\n
                                \n
                                \n

                                Q11 \u5404\u4ed5\u8a33\u5165\u529b\u306e\u501f\u65b9\u91d1\u984d\u3068\u8cb8\u65b9\u91d1\u984d\u304c\u540c\u3058\u306b\u306a\u308b\u3088\u3046\u306b\u4fee\u6b63\u3067\u304d\u307e\u3059\u304b?<\/p>\n<\/div>\n

                                \n
                                  \n
                                • \n

                                  CgatGPT Google\u7ffb\u8a33
                                  \n\u4e00\u822c\u306b\u3001\u501f\u65b9\u91d1\u984d\u306e\u5408\u8a08\u3068\u8cb8\u65b9\u91d1\u984d\u306e\u5408\u8a08\u306f\u3001\u4ed5\u8a33\u5165\u529b\u5185\u3067\u7b49\u3057\u304f\u306a\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u3059\u3079\u3066\u306e\u53d6\u5f15\u306b\u540c\u3058\u4fa1\u5024\u306e\u501f\u65b9\u3068\u8cb8\u65b9\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u3001\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002 \u305f\u3060\u3057\u3001\u63d0\u4f9b\u3055\u308c\u305f\u30b5\u30f3\u30d7\u30eb \u30c7\u30fc\u30bf\u3067\u306f\u3001\u5404\u4ed5\u8a33\u5165\u529b\u306e\u501f\u65b9\u91d1\u984d\u3068\u8cb8\u65b9\u91d1\u984d\u306e\u5408\u8a08\u304c\u540c\u3058\u5024\u306b\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n

                                • \n

                                  CgatGPT Google\u7ffb\u8a33
                                  \n\u3053\u308c\u304c\u30c7\u30fc\u30bf\u306e\u30a8\u30e9\u30fc\u3067\u3042\u308b\u5834\u5408\u306f\u3001\u4fee\u6b63\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u501f\u65b9\u91d1\u984d\u3068\u8cb8\u65b9\u91d1\u984d\u304c\u7570\u306a\u308b\u6b63\u5f53\u306a\u7406\u7531\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u8ffd\u52a0\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u307e\u305f\u306f\u8aac\u660e\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                                  \n

                                  \"230405Picture11\"<\/span><\/p>\n<\/div>\n

                                  \n

                                  Q12 entry 2 debit 1800 > credit 1000. credit should be 1800.<\/p>\n<\/div>\n

                                  \n
                                    \n
                                  • \n

                                    CgatGPT Google\u7ffb\u8a33
                                    \n\u524d\u56de\u306e\u56de\u7b54\u3067\u8aa4\u308a\u304c\u3042\u308a\u307e\u3057\u305f\u3053\u3068\u3092\u304a\u8a6b\u3073\u7533\u3057\u4e0a\u3052\u307e\u3059\u3002 \u30a8\u30f3\u30c8\u30ea 2 \u306e\u8cb8\u65b9\u91d1\u984d\u304c 1000 \u3067\u306f\u306a\u304f 1800 \u3067\u3042\u308b\u3053\u3068\u306f\u6b63\u3057\u3044\u3067\u3059\u3002\u8868\u306e\u4fee\u6b63\u7248\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                                    \n

                                    \"230405Picture12\"<\/span><\/p>\n<\/div>\n

                                    \n

                                    Q13 \u884c ID \u306e\u306a\u3044\u30a8\u30f3\u30c8\u30ea\u306e\u5834\u5408\u3001\u501f\u65b9\/\u8cb8\u65b9\u91d1\u984d\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div>\n

                                    \n
                                      \n
                                    • \n

                                      CgatGPT Google\u7ffb\u8a33
                                      \n\u305d\u306e\u3068\u304a\u308a\u3067\u3059\u3002 \u30a8\u30f3\u30c8\u30ea\u306b\u4ed5\u8a33\u660e\u7d30\u304c\u95a2\u9023\u4ed8\u3051\u3089\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u501f\u65b9\/\u8cb8\u65b9\u91d1\u984d\u3092\u542b\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                                      \n

                                      \"230405Picture13\"<\/span><\/p>\n<\/div>\n

                                      \n

                                      Q14 \u3042\u306a\u305f\u306e\u4f8b\u3092\u66f4\u65b0\u3067\u304d\u307e\u3059\u304b\uff1f<\/p>\n<\/div>\n

                                      \n
                                        \n
                                      • \n

                                        CgatGPT Google\u7ffb\u8a33
                                        \n\u78ba\u304b\u306b\u3001\u66f4\u65b0\u3055\u308c\u305f\u4f8b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                                        \n

                                        \"230405Picture14\"<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

                                        \n

                                        \u8868\u793a\u306e\u4f53\u88c1\u306e\u4fee\u6b63\u3092\u4f9d\u983c<\/h2>\n
                                        \n
                                        \n

                                        Q15 null \u30bb\u30eb\u5024\u3092\u524a\u9664\u3057\u3066\u7a7a\u767d\u306e\u307e\u307e\u306b\u3067\u304d\u307e\u3059\u304b?<\/p>\n<\/div>\n

                                        \n
                                          \n
                                        • \n

                                          CgatGPT Google\u7ffb\u8a33
                                          \n\u306f\u3044\u3001\u6574\u7136\u3068\u3057\u305f\u30c7\u30fc\u30bf\u306e null \u30bb\u30eb\u5024\u3092\u7a7a\u767d\u5024\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u308c\u306f\u3001\u4efb\u610f\u306e\u30c7\u30fc\u30bf\u64cd\u4f5c\u30c4\u30fc\u30eb\u307e\u305f\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n

                                        • \n

                                          CgatGPT Google\u7ffb\u8a33
                                          \n\u305f\u3068\u3048\u3070\u3001pandas \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b Python \u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u3001tidy \u30c7\u30fc\u30bf\u306e null \u5024\u3092\u7a7a\u767d\u5024\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n

                                          \n
                                          \n
                                          pythonCopy code\r\nimport pandas as pd\r\n\r\n# Read the tidy data\r\ntidy_data = pd.read_csv('example_tidy_data.csv')\r\n\r\n# Replace null values with blank values\r\ntidy_data.fillna('', inplace=True)\r\n\r\n# Save the updated tidy data\r\ntidy_data.to_csv('updated_tidy_data.csv', index=False)<\/code><\/pre>\n<\/div>\n<\/div>\n
                                          \n
                                            \n
                                          • \n
                                            CgatGPT Google\u7ffb\u8a33
                                            \n\u3053\u306e\u4f8b\u3067\u306f\u3001\u6700\u521d\u306b read_csv \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066 CSV \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u9069\u5207\u306a\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002 \u6b21\u306b\u3001fillna \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u3059\u3079\u3066\u306e null \u5024\u3092\u7a7a\u767d\u5024\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002 \u6700\u5f8c\u306b\u3001to_csv \u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u66f4\u65b0\u3055\u308c\u305f\u6574\u7136\u3068\u3057\u305f\u30c7\u30fc\u30bf\u3092\u65b0\u3057\u3044 CSV \u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n
                                            \n
                                            \"230405Picture15\"<\/span><\/p>\n<\/div>\n
                                            \n
                                            Q16 \u3042\u306a\u305f\u306e\u4f8b\u3092\u66f4\u65b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n
                                            \n
                                              \n
                                            • \n
                                              CgatGPT Google\u7ffb\u8a33
                                              \nnull \u5024\u306e\u4ee3\u308f\u308a\u306b\u7a7a\u767d\u306e\u30bb\u30eb\u3092\u4f7f\u7528\u3057\u305f\u66f4\u65b0\u3055\u308c\u305f\u4f8b\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<\/div>\n
                                              \n
                                              \"230405Picture16\"<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
                                              \n
                                              \nLast updated 2023-04-05 19:47:16 +0900\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
                                              Views: 701 ChatGPT\u306bTidy data\u3092\u6307\u5c0e \u4ed5\u8a33\u65e5\u8a18\u5e33\u306e\u4f8b\u3092Tidy data\u5f62\u5f0f\u306b\u62e1\u5f35 Q1 \u4ee5\u524d\u306e\u4ed5\u8a33\u65e5\u8a18\u5e33\u306e\u4f8b\u3092\u62e1\u5f35\u3057\u3066\u3001\u30a8\u30f3\u30c8\u30ea \u30ec\u30d9\u30eb\u306b\u30a8\u30f3\u30c8\u30ea \u30b3\u30e1\u30f3\u30c8\u3092\u542b\u3081\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b? Cgat […]<\/p>\n","protected":false},"author":2,"featured_media":9612,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[71,68],"tags":[],"_links":{"self":[{"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/posts\/9673"}],"collection":[{"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9673"}],"version-history":[{"count":9,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/posts\/9673\/revisions"}],"predecessor-version":[{"id":9682,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/posts\/9673\/revisions\/9682"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=\/wp\/v2\/media\/9612"}],"wp:attachment":[{"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sambuichi.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}