{"id":180388,"date":"2026-02-26T16:03:57","date_gmt":"2026-02-26T07:03:57","guid":{"rendered":"https:\/\/support.questetra.com\/?p=180388"},"modified":"2026-04-13T17:06:15","modified_gmt":"2026-04-13T08:06:15","slug":"csv-update-aggregate","status":"publish","type":"post","link":"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-aggregate\/","title":{"rendered":"\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u30c7\u30fc\u30bf\u96c6\u8a08\u3092\u81ea\u52d5\u5316\u3059\u308b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"58\" data-attachment-id=\"113157\" data-permalink=\"https:\/\/support.questetra.com\/ja\/developer-blog\/how-to-use-timer-start-event\/attachment\/advanced-banner-new-ja\/\" data-orig-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?fit=1199%2C68&amp;ssl=1\" data-orig-size=\"1199,68\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"advanced-banner-new-ja\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?fit=1024%2C58&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?resize=1024%2C58&#038;ssl=1\" alt=\"\" class=\"wp-image-113157\" srcset=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?resize=1024%2C58&amp;ssl=1 1024w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?resize=600%2C34&amp;ssl=1 600w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?resize=768%2C44&amp;ssl=1 768w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2021\/05\/advanced-banner-new-ja.png?w=1199&amp;ssl=1 1199w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\uff3b<a href=\"https:\/\/support.questetra.com\/ja\/bpmn-icons\/service-task-csv-update\/\" target=\"_blank\" rel=\"noreferrer noopener\">CSV \u30c7\u30fc\u30bf\u66f4\u65b0<\/a>\uff3d\u5de5\u7a0b\u306b\u304a\u3044\u3066 SQL \u306e\u96c6\u8a08\u95a2\u6570\u3092\u6d3b\u7528\u3057\u3001CSV \u5185\u306e\u6570\u5024\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u96c6\u8a08\u30fb\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u96c6\u8a08\u95a2\u6570\u306e\u4f7f\u3044\u65b9\u306b\u52a0\u3048\u30011\u3064\u306e\u30af\u30a8\u30ea\u3067\u8907\u6570\u306e\u96c6\u8a08\u7d50\u679c\u3092\u7b97\u51fa\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u500b\u5225\u306e\u6570\u5024\u578b\u30c7\u30fc\u30bf\u9805\u76ee\u3078\u4fdd\u5b58\u3059\u308b\u8a2d\u5b9a\u4f8b\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u751f\u6210 AI \u3092\u5229\u7528\u3057\u3066\u306e\u30af\u30a8\u30ea\u4f5c\u6210\u3084\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30d2\u30f3\u30c8\u3092<a href=\"#appendix\">\u300c\u4ed8\u9332\u300d\u3068\u3057\u3066\u672b\u5c3e\u306b\u8a18\u8f09<\/a>\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u95a2\u9023\u8a18\u4e8b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-csv\/\">\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u30c7\u30fc\u30bf\u52a0\u5de5\u3092\u81ea\u52d5\u5316\u3059\u308b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-various\/\">\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u306e\u5165\u51fa\u529b\u306b\u5bfe\u5fdc\u3059\u308b<\/a><\/li>\n\n\n\n<li>\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u30c7\u30fc\u30bf\u96c6\u8a08\u3092\u81ea\u52d5\u5316\u3059\u308b<\/li>\n\n\n\n<li>\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u9078\u629e\u80a2\u30de\u30b9\u30bf\u3092\u69cb\u6210\u3059\u308b\uff08\u8fd1\u65e5\u516c\u958b\u4e88\u5b9a\uff09<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u96c6\u8a08\u95a2\u6570\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SQL \u306e\u96c6\u8a08\u95a2\u6570\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001CSV \u30c7\u30fc\u30bf\u306e\u5408\u8a08\u3084\u5e73\u5747\u306a\u3069\u3092\u7b97\u51fa\u3067\u304d\u307e\u3059\u3002\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u306f\u3001CSV \u4e0a\u306e\u6570\u5024\u306f\u6587\u5b57\u5217\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8a08\u7b97\u3092\u884c\u3046\u5834\u5408\u306f\u3001\u30af\u30a8\u30ea\u5185\u3067 CAST \u95a2\u6570\u3092\u7528\u3044\u3066\u6570\u5024\u578b\uff08integer\uff09\u306b\u5909\u63db\u3059\u308b\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SUM<\/strong>: \u5408\u8a08<\/li>\n\n\n\n<li><strong>AVG<\/strong>: \u5e73\u5747<\/li>\n\n\n\n<li><strong>MAX \/ MIN<\/strong>: \u6700\u5927\u5024 \/ \u6700\u5c0f\u5024<\/li>\n<\/ul>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>SELECT\n  SUM(CAST(&quot;\u58f2\u4e0a&quot; as integer))\nFROM &quot;\u58f2\u4e0a\u8868&quot;<\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3059\u308b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2-1. \u65e5\u5225\u306e\u58f2\u4e0a\u91d1\u984d\u3092\u96c6\u8a08\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u58f2\u4e0a\u8868\u300d\u30c7\u30fc\u30bf\u304b\u3089\u3001\u65e5\u4ed8\u3054\u3068\u306e\u58f2\u4e0a\u91d1\u984d\u3092\u96c6\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8a2d\u5b9a\u4f8b<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u51fa\u529b\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff3bC4: \u30af\u30a8\u30ea\u7d50\u679c\u306e\u4fdd\u5b58\u65b9\u6cd5\uff3d\u3067\u300c\u30c6\u30fc\u30d6\u30eb\u5168\u4f53\u3092 CSV \/ TSV \u5f62\u5f0f\u30671\u3064\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u4fdd\u5b58\u3059\u308b\u300d\u3092\u9078\u629e\u3057\u307e\u3059<\/li>\n\n\n\n<li>\uff3bC4b: \u4fdd\u5b58\u3059\u308b\u969b\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\uff3d\u306e\uff3b\u30d8\u30c3\u30c0\u306e\u6709\u7121\uff3d\u3067\u300c\u30d8\u30c3\u30c0\u3042\u308a\uff081\u884c\u76ee\uff1a\u30ab\u30e9\u30e0\u540d\u30012\u884c\u76ee\u304b\u3089\u30c7\u30fc\u30bf\uff09\u300d\u3092\u6307\u5b9a\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u30af\u30a8\u30ea\u4f8b<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\uff3bC1b: \u30af\u30a8\u30ea\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u969b\u306e\u30c6\u30fc\u30d6\u30eb\u540d\uff3d\u304c\u300c\u58f2\u4e0a\u8868\u300d\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3001\u300c\u58f2\u4e0a\u300d\u5217\u306e\u5024\u3092\u6570\u5024\u3068\u3057\u3066\u6271\u3044\u3001\u540c\u4e00\u65e5\u4ed8\u3054\u3068\u306b\u5408\u8a08\u3057\u3066\u65e5\u4ed8\u9806\u306b\u4e26\u3079\u308b\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>SELECT\n  &quot;\u65e5\u4ed8&quot;,\n  SUM(CAST(&quot;\u58f2\u4e0a&quot; as integer)) AS &quot;\u58f2\u4e0a\u8a08&quot;\nFROM &quot;\u58f2\u4e0a\u8868&quot;\nGROUP BY &quot;\u65e5\u4ed8&quot;\nORDER BY &quot;\u65e5\u4ed8&quot;<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large has-custom-border\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"427\" data-attachment-id=\"181228\" data-permalink=\"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-aggregate\/attachment\/csv-update-aggregate-sum-ja\/\" data-orig-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?fit=1065%2C444&amp;ssl=1\" data-orig-size=\"1065,444\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"csv-update-aggregate-sum-ja\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?fit=1024%2C427&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?resize=1024%2C427&#038;ssl=1\" alt=\"\" class=\"has-border-color has-ast-global-color-8-border-color wp-image-181228\" style=\"border-width:3px\" srcset=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?resize=1024%2C427&amp;ssl=1 1024w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?resize=600%2C250&amp;ssl=1 600w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?resize=768%2C320&amp;ssl=1 768w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-sum-ja.png?w=1065&amp;ssl=1 1065w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\">\u65e5\u5225\u58f2\u4e0a\u8a08<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2-2. \u96c6\u8a08\u7d50\u679c\u3092\u6570\u5024\u578b\u306b\u4fdd\u5b58\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uff3b\u5404\u30bb\u30eb\u306e\u5024\u3092\u5225\u3005\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u4fdd\u5b58\u3059\u308b\uff3d\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u7b97\u51fa\u3055\u308c\u305f\u8907\u6570\u306e\u96c6\u8a08\u5024\u3092<strong>\u4e00\u5ea6\u306b\u8907\u6570<\/strong>\u306e<strong>\u6570\u5024\u578b\u30c7\u30fc\u30bf\u9805\u76ee<\/strong>\u3078\u3001\u305d\u308c\u305e\u308c\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u300c\u58f2\u4e0a\u8868\u300d\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u30661\u3064\u306e\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3001\u95a2\u6570\u3092\u4f7f\u3063\u3066\u6700\u5927\u5024\u30fb\u5e73\u5747\u5024\u30fb\u5408\u8a08\u5024\u3092\u307e\u3068\u3081\u3066\u96c6\u8a08\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u96c6\u8a08\u7d50\u679c\u3092\u5225\u3005\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u4e00\u62ec\u3067\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8a2d\u5b9a\u4f8b<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u51fa\u529b\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uff3b<strong>C4: \u30af\u30a8\u30ea\u7d50\u679c\u306e\u4fdd\u5b58\u65b9\u6cd5<\/strong>\uff3d\u3067\uff3b<strong>\u5404\u30bb\u30eb\u306e\u5024\u3092\u5225\u3005\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u4fdd\u5b58\u3059\u308b<\/strong>\uff3d\u3092\u9078\u629e\u3057\u307e\u3059<\/li>\n\n\n\n<li>\uff3b<strong>C4a: \u30af\u30a8\u30ea\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u9805\u76ee<\/strong>\uff3d\u3067\u30af\u30a8\u30ea\u306e\u7d50\u679c\u3068\u3057\u3066\u8fd4\u3055\u308c\u308b\u300c1\u884c\u76ee\u306e\u5404\u30bb\u30eb\u300d\u306b\u5bfe\u3057\u3066\u3001\u500b\u5225\u306b\u4fdd\u5b58\u5148\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u3092\u6307\u5b9a\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u30af\u30a8\u30ea\u7d50\u679c\u306e\u30bb\u30eb<\/strong><\/td><td><strong>\u4fdd\u5b58\u5148\u30c7\u30fc\u30bf\u9805\u76ee<\/strong><\/td><\/tr><tr><td>1\u756a\u76ee\u306e\u30bb\u30eb\uff08\u4e0b\u8a18\u30af\u30a8\u30ea\u306e\u6700\u9ad8\u5024\uff1aMAX\uff09<\/td><td>\u6570\u5024\u578b\uff1a\u6700\u9ad8\u58f2\u4e0a<\/td><\/tr><tr><td>2\u756a\u76ee\u306e\u30bb\u30eb\uff08\u4e0b\u8a18\u30af\u30a8\u30ea\u306e\u5e73\u5747\u5024\uff1aAVG\uff09<\/td><td>\u6570\u5024\u578b\uff1a\u5e73\u5747\u58f2\u4e0a<\/td><\/tr><tr><td>3\u756a\u76ee\u306e\u30bb\u30eb\uff08\u4e0b\u8a18\u30af\u30a8\u30ea\u306e\u5408\u8a08\u5024\uff1aSUM\uff09<\/td><td>\u6570\u5024\u578b\uff1a\u58f2\u4e0a\u5408\u8a08<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u30af\u30a8\u30ea\u4f8b<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\uff3bC1b: \u30af\u30a8\u30ea\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u969b\u306e\u30c6\u30fc\u30d6\u30eb\u540d\uff3d\u304c\u300c\u58f2\u4e0a\u8868\u300d\u306e\u30c7\u30fc\u30bf\u304b\u3089\u3001\u300c\u58f2\u4e0a\u300d\u5217\u306e\u5024\u3092\u6570\u5024\u3068\u3057\u3066\u6271\u3044\u95a2\u6570\u3067\u7b97\u51fa\u3059\u308b\u3002\u5404\u95a2\u6570\u306f\u30011\u3064\u76ee\u306e\u30bb\u30eb\u304c\u300c\u6700\u5927\u5024\u300d\u30012\u3064\u76ee\u304c\u300c\u5e73\u5747\u5024\u300d\u30013\u3064\u76ee\u304c\u300c\u5408\u8a08\u5024\u300d\u3068\u51fa\u529b\u3055\u308c\u308b\u3088\u3046\u306b\u914d\u7f6e\u3059\u308b\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>SELECT\n\u00a0\u00a0\u00a0MAX(CAST(&quot;\u58f2\u4e0a&quot; as integer)),\n\u00a0\u00a0\u00a0AVG(CAST(&quot;\u58f2\u4e0a&quot; as integer)),\n\u00a0\u00a0\u00a0SUM(CAST(&quot;\u58f2\u4e0a&quot; as integer))\u00a0\nFROM &quot;\u58f2\u4e0a\u8868&quot;<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full has-custom-border\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"786\" height=\"582\" data-attachment-id=\"181285\" data-permalink=\"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-aggregate\/attachment\/csv-update-aggregate-separate-ja-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-separate-ja-1.png?fit=786%2C582&amp;ssl=1\" data-orig-size=\"786,582\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"csv-update-aggregate-separate-ja\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-separate-ja-1.png?fit=786%2C582&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-separate-ja-1.png?resize=786%2C582&#038;ssl=1\" alt=\"\" class=\"has-border-color has-ast-global-color-8-border-color wp-image-181285\" style=\"border-width:3px\" srcset=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-separate-ja-1.png?w=786&amp;ssl=1 786w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-separate-ja-1.png?resize=425%2C315&amp;ssl=1 425w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2026\/02\/csv-update-aggregate-separate-ja-1.png?resize=768%2C569&amp;ssl=1 768w\" sizes=\"auto, (max-width: 786px) 100vw, 786px\" \/><figcaption class=\"wp-element-caption\">3\u3064\u306e\uff3b\u6570\u5024\u578b\uff3d\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u500b\u5225\u4fdd\u5b58<\/figcaption><\/figure>\n\n\n\n<p class=\"is-style-info wp-block-paragraph\">\uff3bCSV \u30c7\u30fc\u30bf\u66f4\u65b0\uff3d\u3067\u306f\u5165\u529b\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u5229\u7528\u3057\u3066\u3001\uff3b\u6587\u5b57\u578b\uff08\u5358\u4e00\u884c\uff09\uff3d\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u3092\u5165\u529b\u5bfe\u8c61\u306b\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a1\u3064\u306e\u6587\u5b57\u5217\u3067\u3042\u3063\u3066\u3082\u30011\u884c1\u5217\u306e CSV \u30c7\u30fc\u30bf\u3068\u307f\u306a\u3057\u3066\u53d6\u308a\u8fbc\u3081\u307e\u3059\u3002<br><br>\u3053\u306e\u4ed5\u7d44\u307f\u3092\u4f7f\u3048\u3070\u3001\uff3b\u6587\u5b57\u578b\uff08\u5358\u4e00\u884c\uff09\uff3d\u306b\u300c\u6587\u5b57\u5217\u300d\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u6570\u5b57\u3092\u8aad\u307f\u8fbc\u307f\u3001\uff3b\u6570\u5024\u578b\uff3d\u306e\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u3001<strong>\u6587\u5b57\u5217\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u6570\u5b57\u3092\u3001\u6570\u5024\u30c7\u30fc\u30bf\u306b\u5909\u63db<\/strong>\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u307e\u3068\u3081<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u307e\u3067\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u5de5\u7a0b\u3084\u8907\u96d1\u306a\u8a2d\u5b9a\u304c\u5fc5\u8981\u3060\u3063\u305f\u30c7\u30fc\u30bf\u96c6\u8a08\u304c\u3001SQL \u3092\u8a18\u8ff0\u3059\u308b\u3060\u3051\u3067\u5b8c\u7d50\u3057\u307e\u3059\u3002\u96c6\u8a08\u7d50\u679c\u3092\u6570\u5024\u578b\u30c7\u30fc\u30bf\u9805\u76ee\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u5f8c\u7d9a\u306e\u5de5\u7a0b\u3067\u306e\u6761\u4ef6\u5206\u5c90\uff08\u300c\u5408\u8a08\u91d1\u984d\u304c\u3007\u3007\u5186\u4ee5\u4e0a\u306a\u3089\u627f\u8a8d\u30d5\u30ed\u30fc\u3078\u300d\u306a\u3069\uff09\u3084\u3001\u30ec\u30dd\u30fc\u30c8\u51fa\u529b\u306b\u5373\u5ea7\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" style=\"margin-top:var(--wp--preset--spacing--80);margin-bottom:var(--wp--preset--spacing--80)\"\/>\n\n\n\n<h2 id=\"appendix\" class=\"wp-block-heading\">\u4ed8\u9332. \u751f\u6210 AI \u3092\u4f7f\u3063\u305f\u30af\u30a8\u30ea\u4f5c\u6210\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c8<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. ChatGPT \u7b49\u3067\u306e\u30af\u30a8\u30ea\u4f5c\u6210<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5546\u54c1\u30de\u30b9\u30bf\u3068\u58f2\u4e0a\u30c7\u30fc\u30bf\u3092\u5546\u54c1ID\u3067\u7d50\u5408\u3057\u3066\u3001\u91d1\u984d\u304c 1000 \u5186\u4ee5\u4e0a\u306e\u5546\u54c1\u3060\u3051\u53d6\u308a\u51fa\u3057\u305f\u3044\u300d\u306a\u3069\u3068\u751f\u6210 AI \u306b\u4f1d\u3048\u308b\u3068\u3001\u5927\u307e\u304b\u306a SQL \u3092\u4f5c\u6210\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SQL \u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u300c\u3053\u3046\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u51e6\u7406\u5185\u5bb9\u3092\u4f1d\u3048\u308b\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u307e\u3059<\/li>\n\n\n\n<li>AI \u3078\u306e\u6307\u793a\u306b\u300cH2 Database\u306b\u9069\u3057\u305f\u30af\u30a8\u30ea\u300d\u3068\u3044\u3063\u305f\u5185\u5bb9\u3092\u542b\u3081\u308b\u3068\u3001\u3088\u308a\u9069\u5207\u306a\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u307e\u3059\n<ul class=\"wp-block-list\">\n<li>H2 Database\uff1a\u5185\u90e8\u7684\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u308b RDB<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u63d0\u6848\u3055\u308c\u305f SQL \u306f\u3001\u305d\u306e\u307e\u307e\u8cbc\u308a\u4ed8\u3051\u308b\u524d\u306b\u30c6\u30fc\u30d6\u30eb\u540d\u3084\u30ab\u30e9\u30e0\u540d\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30a2\u30d7\u30ea\u306b\u5408\u308f\u305b\u3066\u4fee\u6b63\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306b ChatGPT\uff08o1\uff09\u306b SQL \u3092\u751f\u6210\u3055\u305b\u305f\u4f8b\u3092\u63d0\u793a\u3057\u307e\u3059\u3002Prompt \u306f\u5c11\u3057\u5de5\u592b\u3057\u3066\u3001\u4e0a\u8a18\u306e\u6587\u7ae0\u304b\u3089\u5c11\u3057\u6539\u826f\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306e\u5834\u5408\u3001\u201d\u5546\u54c1ID\u201d \u306f\u6570\u5024\u3067\u306f\u306a\u304f\u6587\u5b57\u5217\u306a\u306e\u3067\u578b\u5909\u63db\uff08CAST\uff09\u306f\u4e0d\u8981\u3067\u3057\u305f\u304c\u3001\u3053\u306e\u90e8\u5206\u306e\u307f\u306e\u4fee\u6b63\u3067\u6b63\u5e38\u306b\u52d5\u4f5c\u3057\u3001\u671f\u5f85\u901a\u308a\u306e\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"753\" height=\"630\" data-attachment-id=\"170211\" data-permalink=\"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-sql\/attachment\/sql-query-by-chatgpt\/\" data-orig-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?fit=829%2C694&amp;ssl=1\" data-orig-size=\"829,694\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"sql-query-by-chatgpt-\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?fit=753%2C630&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?resize=753%2C630&#038;ssl=1\" alt=\"\" class=\"wp-image-170211\" srcset=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?resize=753%2C630&amp;ssl=1 753w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?resize=376%2C315&amp;ssl=1 376w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?resize=768%2C643&amp;ssl=1 768w, https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/sql-query-by-chatgpt-.png?w=829&amp;ssl=1 829w\" sizes=\"auto, (max-width: 753px) 100vw, 753px\" \/><figcaption class=\"wp-element-caption\">ChatGPT \u3078\u306e Prompt \u4f8b\u3068\u751f\u6210\u3055\u308c\u305f SQL \u30af\u30a8\u30ea<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5178\u578b\u7684\u306a\u30a8\u30e9\u30fc\u3068\u5bfe\u51e6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5de5\u7a0b\u306e\u51e6\u7406\u304c\u5931\u6557\uff08\u30a8\u30e9\u30fc\uff09\u3057\u305f\u5834\u5408\u3001\uff3b\u30a8\u30e9\u30fc\u901a\u77e5\u30e1\u30fc\u30eb\uff3d\u304b\uff3b\u30d7\u30ed\u30bb\u30b9\u30ed\u30b0\uff3d\u3067\u30a8\u30e9\u30fc\u5185\u5bb9\u3092\u78ba\u8a8d\u3057\u3066\u5bfe\u51e6\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30bb\u30b9\u8a73\u7d30\u753b\u9762\u306b\u3066\u300c\u7ba1\u7406\u8005\u30e2\u30fc\u30c9\u300d\u3092\u6709\u52b9\u306b\u3057\u3066\u3001\uff3b\u30d7\u30ed\u30bb\u30b9\u30ed\u30b0\uff3d\u3092\u8868\u793a\u3057\u307e\u3059\uff08\u300c\u7ba1\u7406\u8005\u30e2\u30fc\u30c9\u300d\u3092\u6709\u52b9\u306b\u3059\u308b\u306b\u306f\u5bfe\u8c61\u30a2\u30d7\u30ea\u306b\u3066\uff3b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u6a29\u9650\uff3d\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\uff09\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ab\u30e9\u30e0\u540d\u306e\u4e0d\u5099\n<ul class=\"wp-block-list\">\n<li>\u7a7a\u767d\u3084 64 \u6587\u5b57\u8d85\u3001\u91cd\u8907\u304c\u3042\u308b\u5834\u5408\u306f\u30a8\u30e9\u30fc<\/li>\n\n\n\n<li>\u30ab\u30e9\u30e0\u884c\uff081 \u884c\u76ee\uff09\u306e\u8aa4\u5b57\u7b49\u3082\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30af\u30a8\u30ea\u6587\u6cd5\u30a8\u30e9\u30fc\n<ul class=\"wp-block-list\">\n<li>\u30c0\u30d6\u30eb\u30af\u30a9\u30fc\u30c8\u306e\u4ed8\u3051\u5fd8\u308c\u3001where \u3068 from \u306e\u9806\u5e8f\u9055\u3044\u306a\u3069<\/li>\n\n\n\n<li>AI \u304c\u51fa\u529b\u3057\u305f SQL \u3092\u4f7f\u3046\u969b\u3082\u6587\u6cd5\u3092\u518d\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a href=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/process-log-error.png?ssl=1\" target=\"_blank\" rel=\" noreferrer noopener\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"2726\" height=\"466\" data-attachment-id=\"170220\" data-permalink=\"https:\/\/support.questetra.com\/ja\/developer-blog\/csv-update-sql\/attachment\/process-log-error\/\" data-orig-file=\"https:\/\/i0.wp.com\/support.questetra.com\/wp-content\/uploads\/2025\/01\/process-log-error.png?fit=2726%2C466&amp;ssl=1\" data-orig-size=\"2726,466\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"process-log-error\" data-image-description=\"\" data-image-caption=\"\" 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