{"id":2209,"date":"2025-05-09T18:11:10","date_gmt":"2025-05-09T09:11:10","guid":{"rendered":"https:\/\/www.kuix.co.jp\/da-sys\/?p=2209"},"modified":"2025-05-09T18:12:08","modified_gmt":"2025-05-09T09:12:08","slug":"bigquery%e3%81%ae%e7%b4%af%e7%a9%8d%e8%a8%88%e7%ae%97%e3%81%ae%e5%87%a6%e7%90%86%e6%96%b9%e6%b3%95%e3%82%92%e8%a7%a3%e8%aa%ac%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.kuix.co.jp\/da-sys\/?p=2209","title":{"rendered":"BigQuery\u306e\u7d2f\u7a4d\u8a08\u7b97\u306e\u51e6\u7406\u65b9\u6cd5\u3092\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3044\u3066\u7d2f\u7a4d\u8a08\u7b97\uff08\u7d2f\u8a08\uff09\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u5206\u6790\u624b\u6cd5\u3067\u3059\u3002\u7279\u306b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306b\u306f\u3001\u7d2f\u7a4d\u5408\u8a08\u3084\u7d2f\u7a4d\u5e73\u5747\u306a\u3069\u306e\u8a08\u7b97\u304c\u983b\u7e41\u306b\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Google BigQuery\u3092\u4f7f\u7528\u3057\u3066\u52b9\u7387\u7684\u306b\u7d2f\u7a4d\u8a08\u7b97\u3092\u884c\u3046\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d2f\u7a4d\u8a08\u7b97\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u7d2f\u7a4d\u8a08\u7b97\u3068\u306f\u3001\u3042\u308b\u6642\u70b9\u307e\u3067\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u3059\u308b\u8a08\u7b97\u65b9\u6cd5\u3067\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/p>\n\n\n\n<ul>\n<li>\u7d2f\u7a4d\u5408\u8a08\uff1a\u5404\u6642\u70b9\u307e\u3067\u306e\u5024\u306e\u5408\u8a08<\/li>\n\n\n\n<li>\u7d2f\u7a4d\u5e73\u5747\uff1a\u5404\u6642\u70b9\u307e\u3067\u306e\u5024\u306e\u5e73\u5747<\/li>\n\n\n\n<li>\u7d2f\u7a4d\u6700\u5927\/\u6700\u5c0f\uff1a\u5404\u6642\u70b9\u307e\u3067\u306e\u6700\u5927\u5024\u307e\u305f\u306f\u6700\u5c0f\u5024<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">BigQuery\u3067\u306e\u7d2f\u7a4d\u8a08\u7b97\u306e\u57fa\u672c<\/h2>\n\n\n\n<p>BigQuery\u3067\u306f\u3001\u30a6\u30a3\u30f3\u30c9\u30a6\u95a2\u6570\uff08\u30a2\u30ca\u30ea\u30c6\u30a3\u30c3\u30af\u95a2\u6570\uff09\u3092\u4f7f\u7528\u3057\u3066\u7d2f\u7a4d\u8a08\u7b97\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u4e3b\u306b\u4ee5\u4e0b\u306e\u95a2\u6570\u304c\u5229\u7528\u3055\u308c\u307e\u3059\uff1a<\/p>\n\n\n\n<ul>\n<li><code>SUM() OVER()<\/code><\/li>\n\n\n\n<li><code>AVG() OVER()<\/code><\/li>\n\n\n\n<li><code>MAX()\/MIN() OVER()<\/code><\/li>\n\n\n\n<li><code>COUNT() OVER()<\/code><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/www.kuix.co.jp\/jorupa-for-enterprise\/?utm_source=DASYS&amp;utm_medium=DASYS&amp;utm_campaign=Kiji346\"><img decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-1024x536.png\" alt=\"\" class=\"wp-image-705\" style=\"width:546px;height:286px\" srcset=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-1024x536.png 1024w, https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-300x157.png 300w, https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-768x402.png 768w, https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u7d2f\u7a4d\u5408\u8a08\uff08Running Total\uff09\u306e\u8a08\u7b97\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u65e5\u4ed8<\/th><th>\u58f2\u4e0a<\/th><\/tr><\/thead><tbody><tr><td>2025-01-01<\/td><td>1000<\/td><\/tr><tr><td>2025-01-02<\/td><td>1500<\/td><\/tr><tr><td>2025-01-03<\/td><td>800<\/td><\/tr><tr><td>2025-01-04<\/td><td>2000<\/td><\/tr><tr><td>2025-01-05<\/td><td>1200<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u65e5\u4ed8\u3054\u3068\u306e\u7d2f\u7a4d\u58f2\u4e0a\u3092\u8a08\u7b97\u3059\u308b\u30af\u30a8\u30ea\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>SELECT\n  \u65e5\u4ed8,\n  \u58f2\u4e0a,\n  SUM(\u58f2\u4e0a) OVER (ORDER BY \u65e5\u4ed8 ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS \u7d2f\u7a4d\u58f2\u4e0a\nFROM\n  sales_table\nORDER BY\n  \u65e5\u4ed8;\n<\/code><\/pre>\n\n\n\n<p>\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u65e5\u4ed8<\/th><th>\u58f2\u4e0a<\/th><th>\u7d2f\u7a4d\u58f2\u4e0a<\/th><\/tr><\/thead><tbody><tr><td>2025-01-01<\/td><td>1000<\/td><td>1000<\/td><\/tr><tr><td>2025-01-02<\/td><td>1500<\/td><td>2500<\/td><\/tr><tr><td>2025-01-03<\/td><td>800<\/td><td>3300<\/td><\/tr><tr><td>2025-01-04<\/td><td>2000<\/td><td>5300<\/td><\/tr><tr><td>2025-01-05<\/td><td>1200<\/td><td>6500<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u7d2f\u7a4d\u8a08\u7b97<\/h2>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u8907\u6570\u306e\u5e97\u8217\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u304c\u3042\u308b\u5834\u5408\u3001\u5e97\u8217\u3054\u3068\u306b\u7d2f\u7a4d\u58f2\u4e0a\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>SELECT\n  \u5e97\u8217ID,\n  \u65e5\u4ed8,\n  \u58f2\u4e0a,\n  SUM(\u58f2\u4e0a) OVER (PARTITION BY \u5e97\u8217ID ORDER BY \u65e5\u4ed8) AS \u5e97\u8217\u5225\u7d2f\u7a4d\u58f2\u4e0a\nFROM\n  sales_table\nORDER BY\n  \u5e97\u8217ID,\n  \u65e5\u4ed8;\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u79fb\u52d5\u5e73\u5747\u306e\u8a08\u7b97<\/h2>\n\n\n\n<p>\u76f4\u8fd13\u65e5\u9593\u306e\u79fb\u52d5\u5e73\u5747\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>SELECT\n  \u65e5\u4ed8,\n  \u58f2\u4e0a,\n  AVG(\u58f2\u4e0a) OVER (ORDER BY \u65e5\u4ed8 ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS \u79fb\u52d5\u5e73\u5747_3\u65e5\nFROM\n  sales_table\nORDER BY\n  \u65e5\u4ed8;\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d2f\u7a4d\u30b7\u30a7\u30a2\u306e\u8a08\u7b97<\/h2>\n\n\n\n<p>\u5168\u4f53\u306b\u5bfe\u3059\u308b\u7d2f\u7a4d\u30b7\u30a7\u30a2\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>SELECT\n  \u65e5\u4ed8,\n  \u58f2\u4e0a,\n  SUM(\u58f2\u4e0a) OVER (ORDER BY \u65e5\u4ed8) AS \u7d2f\u7a4d\u58f2\u4e0a,\n  SUM(\u58f2\u4e0a) OVER (ORDER BY \u65e5\u4ed8) \/ SUM(\u58f2\u4e0a) OVER () AS \u7d2f\u7a4d\u30b7\u30a7\u30a2\nFROM\n  sales_table\nORDER BY\n  \u65e5\u4ed8;\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u30d2\u30f3\u30c8<\/h2>\n\n\n\n<p>BigQuery\u3067\u306e\u7d2f\u7a4d\u8a08\u7b97\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u3044\u304f\u3064\u304b\u306e\u30d2\u30f3\u30c8\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u9069\u5207\u306a\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0<\/strong>: \u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3044\u5834\u5408\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046<\/li>\n\n\n\n<li><strong>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6d3b\u7528<\/strong>: ORDER BY\u53e5\u3067\u4f7f\u7528\u3059\u308b\u30ab\u30e9\u30e0\u306b\u306f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8a2d\u5b9a\u3059\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046<\/li>\n\n\n\n<li><strong>\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/strong>: \u983b\u7e41\u306b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30ab\u30e9\u30e0\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u8a2d\u5b9a\u3059\u308b\u3068\u52b9\u7387\u7684\u3067\u3059<\/li>\n\n\n\n<li><strong>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u307f\u3092\u9078\u629e<\/strong>: \u5fc5\u8981\u306a\u30ab\u30e9\u30e0\u3060\u3051\u3092SELECT\u3059\u308b\u3053\u3068\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u8df5\u7684\u306a\u4f8b\uff1a\u6708\u6b21\u58f2\u4e0a\u306e\u7d2f\u7a4d\u6bd4\u7387<\/h2>\n\n\n\n<p>\u5e74\u9593\u306e\u6708\u6b21\u58f2\u4e0a\u30c7\u30fc\u30bf\u304b\u3089\u3001\u305d\u306e\u5e74\u306e\u7d2f\u7a4d\u58f2\u4e0a\u6bd4\u7387\u3092\u8a08\u7b97\u3059\u308b\u4f8b\u3067\u3059\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>WITH monthly_sales AS (\n  SELECT\n    EXTRACT(MONTH FROM \u65e5\u4ed8) AS \u6708,\n    SUM(\u58f2\u4e0a) AS \u6708\u9593\u58f2\u4e0a\n  FROM\n    sales_table\n  WHERE\n    EXTRACT(YEAR FROM \u65e5\u4ed8) = 2025\n  GROUP BY\n    EXTRACT(MONTH FROM \u65e5\u4ed8)\n)\n\nSELECT\n  \u6708,\n  \u6708\u9593\u58f2\u4e0a,\n  SUM(\u6708\u9593\u58f2\u4e0a) OVER (ORDER BY \u6708) AS \u7d2f\u7a4d\u58f2\u4e0a,\n  SUM(\u6708\u9593\u58f2\u4e0a) OVER (ORDER BY \u6708) \/ SUM(\u6708\u9593\u58f2\u4e0a) OVER () AS \u7d2f\u7a4d\u58f2\u4e0a\u6bd4\u7387\nFROM\n  monthly_sales\nORDER BY\n  \u6708;\n<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d2f\u7a4d\u8a08\u7b97\u3092\u4f7f\u3063\u305f\u696d\u52d9\u6307\u6a19\u306e\u4f8b<\/h2>\n\n\n\n<ul>\n<li><strong>\u9867\u5ba2\u751f\u6daf\u4fa1\u5024\uff08LTV\uff09\u306e\u8a08\u7b97<\/strong>: \u9867\u5ba2\u3054\u3068\u306e\u7d2f\u7a4d\u8cfc\u5165\u91d1\u984d<\/li>\n\n\n\n<li><strong>\u30b3\u30db\u30fc\u30c8\u5206\u6790<\/strong>: \u9867\u5ba2\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u6642\u9593\u7d4c\u904e\u306b\u4f34\u3046\u7d2f\u7a4d\u884c\u52d5\u5206\u6790<\/li>\n\n\n\n<li><strong>\u4e88\u7b97\u9032\u6357\u7ba1\u7406<\/strong>: \u6708\u6b21\u4e88\u7b97\u306b\u5bfe\u3059\u308b\u7d2f\u7a4d\u5b9f\u7e3e\u306e\u6bd4\u8f03<\/li>\n\n\n\n<li><strong>\u5728\u5eab\u63a8\u79fb\u5206\u6790<\/strong>: \u5165\u51fa\u5eab\u306e\u7d2f\u7a4d\u8a08\u7b97\u306b\u3088\u308b\u5728\u5eab\u63a8\u79fb\u306e\u628a\u63e1<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>BigQuery\u306e\u7d2f\u7a4d\u8a08\u7b97\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u6d1e\u5bdf\u3092\u6df1\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a6\u30a3\u30f3\u30c9\u30a6\u95a2\u6570\u306e\u7406\u89e3\u3092\u6df1\u3081\u3001\u5b9f\u52d9\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u5206\u6790\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7279\u306b<code>PARTITION BY<\/code>\u3068<code>ORDER BY<\/code>\u306e\u7d44\u307f\u5408\u308f\u305b\u3001\u305d\u3057\u3066\u9069\u5207\u306a\u30a6\u30a3\u30f3\u30c9\u30a6\u30d5\u30ec\u30fc\u30e0\u6307\u5b9a\uff08<code>ROWS BETWEEN<\/code>\uff09\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\u3053\u3068\u304c\u3001\u52b9\u7387\u7684\u306a\u7d2f\u7a4d\u8a08\u7b97\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u3066\u3001BigQuery\u3067\u306e\u7d2f\u7a4d\u8a08\u7b97\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u682a\u5f0f\u4f1a\u793eKUIX\u3067\u306f\u305f\u3060\u5c0e\u5165\u30fb\u958b\u767a\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5c0e\u5165\u5f8c\u306e\u5229\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u306b\u7740\u773c\u3057\u305f\u3001BI\u30c4\u30fc\u30eb\u306e\u9078\u5b9a\u30fb\u5c0e\u5165\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3001\u904b\u7528\u3001\u5553\u8499\u30fb\u5c55\u958b\u307e\u3067\u30c8\u30fc\u30bf\u30eb\u306e\u30b3\u30f3\u30b5\u30eb\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group is-stack is-vertical is-layout-flex wp-container-core-group-is-layout-1 wp-block-group-is-layout-flex\">\n<p><strong>\u300cBigQuery\/BI\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u305f\u3044\u300d<\/strong><\/p>\n\n\n\n<p><strong>\u300c\u3059\u3067\u306b\u5c0e\u5165\u3057\u3066\u3044\u308b\u304c\u30c7\u30fc\u30bf\u6d3b\u7528\u3001\u5c55\u958b\u304c\u9032\u3093\u3067\u3044\u306a\u3044\u300d\u306a\u3069<\/strong><\/p>\n<\/div>\n\n\n\n<p>\u304a\u56f0\u308a\u306e\u65b9\u306f\u3001\u305c\u3072\u304a\u6c17\u8efd\u306b\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\uff01\u304a\u554f\u3044\u5408\u308f\u305b\u306f<a rel=\"noreferrer noopener\" href=\"https:\/\/www.kuix.co.jp\/da-sys\/?page_id=6\" target=\"_blank\">\u3053\u3061\u3089\u304b\u3089<\/a><\/p>\n\n\n\n\n\n\n\n<p><strong>BigQuery\u306eSQL\u30c1\u30fc\u30c8\u30b7\u30fc\u30c8<\/strong>\u3092<a href=\"https:\/\/www.kuix.co.jp\/da-sys\/?lp=\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9bigquery\u30c1\u30fc\u30c8\u30b7\u30fc\u30c8\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/www.kuix.co.jp\/jorupa-for-enterprise\/?utm_source=DASYS&amp;utm_medium=DASYS&amp;utm_campaign=Kiji346\"><img decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-1024x536.png\" alt=\"\" class=\"wp-image-705\" style=\"width:546px;height:286px\" srcset=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-1024x536.png 1024w, https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-300x157.png 300w, https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3-768x402.png 768w, https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/06\/Blue-Data-Statistics-Facebook-Ad-3.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/04\/\u6771\u5c71\u4e2d\u592e\u9280\u884c-\u4eba\u4e8b\u62c5\u5f53\u526f\u793e-3-3-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/www.kuix.co.jp\/da-sys\/?p=336\" target=\"_blank\" rel=\"noopener noreferrer\">BigQuery\u306eSQL\u306e\u57fa\u672c\u3068\u3059\u3050\u306b\u4f7f\u3048\u308b\u30c1\u30fc\u30c8\u30b7\u30fc\u30c8\u3092\u3054\u7d39\u4ecb\uff01<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">BigQuery\u3092\u5c0e\u5165\u3057\u3066\u30c7\u30fc\u30bf\u306e\u84c4\u7a4d\u3092\u59cb\u3081\u305f\u306e\u306b\u3001\u5206\u6790\u8a00\u8a9e\u306eSQL\u304c\u3044\u307e\u3044\u3061\u308f\u304b\u3089\u306a\u3044 \u3068\u304a\u60a9\u307f\u306e\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 SQL\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u672a\u5c65\u4fee\u306e\u30de\u30fc\u30b1\u30bf\u30fc&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/04\/\u6771\u5c71\u4e2d\u592e\u9280\u884c-\u4eba\u4e8b\u62c5\u5f53\u526f\u793e-3-2-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/www.kuix.co.jp\/da-sys\/?p=327\" target=\"_blank\" rel=\"noopener noreferrer\">Python\u3067BigQuery\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u884c\u3046\u65b9\u6cd5<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">BigQuery\u3092DWH\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u5834\u5408\u3001 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30d0\u30c3\u30c1\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089BigQuery\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3057\u305f\u308a\u3001\u66f4\u65b0\u3092\u884c\u3048\u305f\u3089\u4fbf\u5229\u3067\u3059\u3088\u306d\u3002 \u672c\u8a18\u4e8b\u3067\u306f\u7279&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/www.kuix.co.jp\/da-sys\/wp-content\/uploads\/2023\/04\/\u6771\u5c71\u4e2d\u592e\u9280\u884c-\u4eba\u4e8b\u62c5\u5f53\u526f\u793e-3-1-300x169.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/www.kuix.co.jp\/da-sys\/?p=319\" target=\"_blank\" rel=\"noopener noreferrer\">BigQuery\u3068\u306f\uff1f\u3067\u304d\u308b\u3053\u3068\u3084\u6d3b\u7528\u4e8b\u4f8b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">\u300c\u69d8\u3005\u306a\u7d4c\u55b6\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3066\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u7d4c\u55b6\u3092\u884c\u304a\u3046\uff01\u300d \u3068\u3044\u3046\u6628\u4eca\u306eDX\u63a8\u9032\u306e\u6d41\u308c\u306e\u4e2d\u3067\u3001\u5b9f\u969b\u306b\u3069\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306b\u793e\u5185\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3059\u308b\u304b\u60a9\u307e\u308c\u305f\u3054\u7d4c\u9a13\u306f&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u5206\u6790\u306b\u304a\u3044\u3066\u7d2f\u7a4d\u8a08\u7b97\uff08\u7d2f\u8a08\uff09\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u5206\u6790\u624b\u6cd5\u3067\u3059\u3002\u7279\u306b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306b\u306f\u3001\u7d2f\u7a4d\u5408\u8a08\u3084\u7d2f\u7a4d\u5e73\u5747\u306a\u3069\u306e\u8a08\u7b97\u304c\u983b\u7e41\u306b\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Google BigQuery\u3092\u4f7f\u7528\u3057\u3066\u52b9\u7387\u7684\u306b\u7d2f\u7a4d\u8a08\u7b97\u3092\u884c\u3046\u65b9 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2210,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[14,7,12],"tags":[],"_links":{"self":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts\/2209"}],"collection":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2209"}],"version-history":[{"count":1,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts\/2209\/revisions"}],"predecessor-version":[{"id":2211,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/posts\/2209\/revisions\/2211"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=\/wp\/v2\/media\/2210"}],"wp:attachment":[{"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2209"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2209"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kuix.co.jp\/da-sys\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}