{"id":1594,"date":"2024-02-27T08:18:11","date_gmt":"2024-02-26T23:18:11","guid":{"rendered":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/?p=1594"},"modified":"2024-09-27T17:22:46","modified_gmt":"2024-09-27T08:22:46","slug":"024","status":"publish","type":"post","link":"https:\/\/www.uncovertruth.co.jp\/dx-accelerator\/blog\/articles\/looker_studio\/024\/","title":{"rendered":"\u3010Looker Studio\u3011\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u3092\u4f7f\u7528\uff5c\u6628\u5e74\u6bd4\uff08\u540c\u66dc\u65e5\uff09\u306e\u51fa\u3057\u65b9"},"content":{"rendered":"\n
\n

\u3053\u306e\u8a18\u4e8b\u304c\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068<\/h3>\n\n\n\n
    \n
  1. \u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u6628\u5e74\u540c\u66dc\u65e5\u3092\u51fa\u3059\u65b9\u6cd5\u304c\u308f\u304b\u308b<\/strong><\/li>\n\n\n\n
  2. \u6628\u5e74\u540c\u66dc\u65e5\u3092\u51fa\u3059\u305f\u3081\u306e\u30af\u30a8\u30ea\u306e\u304c\u308f\u304b\u308b<\/strong><\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n

    \u306f\u3058\u3081\u306b<\/h2>\n\n\n\n

    \u4eca\u56de\u306fLooker Studio\u3068BigQuery\u3092\u4f75\u7528\u3057\u3066\u3001\u6628\u5e74\u6bd4\uff08\u540c\u66dc\u65e5\uff09\u3092\u7b97\u51fa\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002

    Looker Studio\u306fBI\u3068\u3057\u3066\u512a\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u30dc\u30bf\u30f3\u64cd\u4f5c\u3060\u3051\u3067\u6628\u5e74\u6bd4\u3092\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u305d\u308c\u306f\u3042\u304f\u307e\u3067\u540c\u65e5\u306b\u3088\u308b\u6bd4\u8f03\u3002\u3053\u308c\u306f\u5c0f\u58f2\u696d\u8005\u3092\u542b\u3080\u3001\u66dc\u65e5\u3054\u3068\u306b\u6bd4\u8f03\u3092\u3057\u305f\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u81f4\u547d\u7684\u3068\u3082\u8a00\u3048\u307e\u3059\u3002
    \u3053\u306e\u89e3\u8aac\u306e\u4e2d\u3067\u306f\u3001BigQuery\u306e\u30c1\u30ab\u30e9\u3092\u501f\u308a\u3066\u66dc\u65e5\u6bd4\u8f03\u306b\u3088\u308b\u6628\u5e74\u6bd4\u3092\u7b97\u51fa\u3059\u308b\u307e\u3067\u306e\u6d41\u308c\u3092\u7d39\u4ecb\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u300cBigQuery\u3092\u4f7f\u308f\u306a\u3044\u65b9\u6cd5\u306f\u306a\u3044\u306e\uff1f\u300d

    \u3068\u601d\u3063\u305f\u65b9\u3002\u3054\u5b89\u5fc3\u304f\u3060\u3055\u3044\u3002
    Looker Studio\u306e\u7d71\u5408\u6a5f\u80fd\u3068\u8a08\u7b97\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u30d5\u30eb\u6d3b\u7528\u3057\u3066\u7b97\u51fa\u3059\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u306e\u3067\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

    \n\n
    \u3010Looker Studio\u3011\u3069\u3053\u3088\u308a\u3082\u3084\u3055\u3057\u3044\uff5c\u6628\u5e74\u6bd4\uff08\u540c\u66dc\u65e5\uff09\u306e\u51fa\u3057\u65b9<\/figure>\n
    \n
    Looker Studio <\/div>\n
    \u3010Looker Studio\u3011\u3069\u3053\u3088\u308a\u3082\u3084\u3055\u3057\u3044\uff5c\u6628\u5e74\u6bd4\uff08\u540c\u66dc\u65e5\uff09\u306e\u51fa\u3057\u65b9 <\/div>\n<\/div><\/a><\/div>\n<\/div><\/div>\n\n\n\n

    <\/p>\n\n\n\n

    \u305d\u308c\u3067\u306f\u89e3\u8aac\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

    \u6628\u5e74\u6bd4\uff08\u540c\u66dc\u65e5\uff09\u306e\u51fa\u3057\u65b9<\/h2>\n\n\n\n

    \u4eca\u56de\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u306f\u3001Tableau\u3068\u3044\u3046\u5225\u306eBI\u30c4\u30fc\u30eb\u306b\u4ed8\u5c5e\u3057\u3066\u3044\u308b\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3067\u3059\u3002\u3053\u3061\u3089\u306e\u30c7\u30fc\u30bf\u3092BigQuery\u306b\u4fdd\u5b58\u3057\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002\u8d64\u67a0\u3067\u56f2\u3093\u3060\u90e8\u5206\u304c\u4eca\u56de\u306e\u89e3\u8aac\u3067\u767b\u5834\u3059\u308b\u30ab\u30e9\u30e0\u3067\u3059\u3002<\/p>\n\n\n

    \n
    \"\"<\/figure>\n<\/div>\n\n\n

    order_date\uff1a\u6ce8\u6587\u65e5
    sales\uff1a\u58f2\u4e0a<\/p>\n\n\n\n

    \u6628\u5e74\u6bd4(\u540c\u66dc\u65e5)\u3092\u7b97\u51fa\u3059\u308b\u305f\u3081\u306e\u30ed\u30b8\u30c3\u30af\u6982\u8981<\/mark><\/h3>\n\n\n\n

    \u307e\u305a\u5927\u524d\u63d0\u3068\u3057\u3066\u3001\u8ca9\u58f2\u5b9f\u7e3e\u306e\u65e5\u4ed8\u304c365\u65e5\u5206\u3001\u63c3\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5f53\u5e74\u3068\u6628\u5e74\u306e\u5b9f\u7e3e\u3092\u6bd4\u8f03\u3059\u308b\u969b\u306b\u3001\u3069\u3061\u3089\u304b\u306e\u65e5\u4ed8\u304c\u6b20\u843d\u3057\u3066\u3044\u308b\u3068\u6bd4\u8f03\u304c\u3067\u304d\u306a\u3044\u304b\u3089\u3067\u3059\u3002

    Looker Studio\u3060\u3051\u3092\u4f7f\u7528\u3059\u308b\u89e3\u8aac\u306e\u4e2d\u3067\u306f\u3001\u540c\u3058\u30c6\u30fc\u30d6\u30eb\u3092\u5b8c\u5168\u5916\u90e8\u7d50\u5408\u3057\u305f\u5f8c\u3001\u8a08\u7b97\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u4e2d\u3067null\u3092\u57cb\u3081\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u6628\u5e74\u6bd4\u306e\u7b97\u51fa\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u4eca\u56de\u306fSQL\u3092\u4f7f\u7528\u3067\u304d\u308b\u3053\u3068\u3082\u3042\u3063\u3066\u3001\u3082\u3046\u5c11\u3057\u9055\u3063\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u6628\u5e74\u6bd4\u3092\u7b97\u51fa\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u4eee\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u65e5\u4ed8\u304c\u98db\u3073\u98db\u3073\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u60f3\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n

    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n

    <\/p>\n\n\n\n

    \u307e\u305a\u306f\u3053\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u3001\u65e5\u4ed8\u304c\u98db\u3073\u98db\u3073\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u72b6\u614b\u306e\u65e5\u4ed8\u30ab\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n

    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n

    <\/p>\n\n\n\n

    \u30aa\u30fc\u30c0\u30fc\u65e5\u304b\u3089\u30de\u30a4\u30ca\u30b952\u9031\u3057\u305f\u65e5\u4ed8\uff1d\u6628\u5e74\uff08\u540c\u66dc\u65e5\uff09\u306e\u30ab\u30e9\u30e0\u3092\u4f5c\u6210\u5f8c\u3001\u30aa\u30fc\u30c0\u30fc\u65e5\u3068\u6628\u5e74\uff08\u540c\u66dc\u65e5\uff09\u306e\u305d\u308c\u305e\u308c\u306b\u58f2\u4e0a\u3092\u5de6\u5916\u90e8\u7d50\u5408\u3067\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

    \u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u98db\u3073\u98db\u3073\u306b\u306a\u3063\u3066\u3044\u305f\u65e5\u4ed8\u3092\u3059\u3079\u3066\u57cb\u3081\u306a\u304c\u3089\u5f53\u5e74\u3068\u6628\u5e74\u306e\u5b9f\u7e3e\u3092\u6301\u3063\u305f\u30ec\u30b3\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u30af\u30a8\u30ea\u5b9f\u88c5<\/mark><\/h3>\n\n\n\n

    \u4eca\u56de\u306fLooker Studio\u5185\u3067\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u5f53\u7136\u306a\u304c\u3089BigQuery\u306b\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3082\u3042\u308b\u305f\u3081\u3001\u904b\u7528\u30b3\u30b9\u30c8\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306e\u67d4\u8edf\u6027\u306b\u5408\u308f\u305b\u3066\u9078\u629e\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

    \u300e\u30c7\u30fc\u30bf\u306e\u30ec\u30dd\u30fc\u30c8\u3078\u306e\u8ffd\u52a0\u300f<\/strong>\u304b\u3089\u3001\u300eBigQuery\u300f<\/strong>\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n

    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n

    <\/p>\n\n\n\n

    \u300e\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u300f<\/strong>\u3092\u9078\u629e\u3057\u3066\u3001\u8ab2\u91d1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8ID\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n

    \n
    \"\"<\/figure>\n<\/div>\n\n\n

    <\/p>\n\n\n\n

    \u30af\u30a8\u30ea\u5165\u529b\u6b04\u306b\u30af\u30a8\u30ea\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n

    \n
    \"\"<\/figure>\n<\/div>\n\n\n
    \n

    SQL\u30af\u30a8\u30ea<\/strong><\/p>\n\n\n

    \n--\u65e5\u4ed8\u304c\u5b8c\u5168\u306b\u63c3\u3063\u305f\u30ab\u30e9\u30e0\u3092\u4f5c\u6210\nWITH generate_date AS\n(\n SELECT\n  DATE_ADD(min_date, INTERVAL n DAY) AS order_date\n FROM\n  (\n   SELECT\n    MIN(order_date) AS min_date --order_date\u306e\u6700\u5c0f\u5024\n    ,GENERATE_ARRAY(0,DATE_DIFF(MAX(order_date),MIN(order_date),DAY)) AS n --\u65e5\u4ed8\u306e\u6700\u5927\u5024\u3068\u6700\u5c0f\u5024\u306e\u65e5\u6570\u5dee\u3067\u914d\u5217\u751f\u6210\n   FROM `your_pj.your_dataset.sample_data_for_looker_studio` \n  )\n  ,UNNEST(n) AS n --\u914d\u5217\u3092unnest\u51e6\u7406\n)\n\n--\u65e5\u4ed8\u5358\u4f4d\u3067\u58f2\u4e0a\u3092\u96c6\u8a08\n ,agg_table AS\n(\n SELECT\n  order_date\n  ,SUM(sales) AS sales\n FROM `your_pj.your_dataset.sample_data_for_looker_studio`\n GROUP BY order_date\n)\n\n--\u5b8c\u5168\u306b\u63c3\u3063\u3066\u3044\u308b\u65e5\u4ed8\u30ab\u30e9\u30e0\u306b\u5bfe\u3057\u3066\u58f2\u4e0a\u3092left join\nSELECT\n a.order_date\n ,IFNULL(b.sales,0) AS sales_current_year\n ,IFNULL(c.sales,0) AS sales_last_year\nFROM generate_date AS a\n LEFT JOIN  agg_table AS b --\u5f53\u5e74\u58f2\u4e0a\u3068\u3057\u3066left join\n  USING(order_date)\n LEFT JOIN agg_table AS c\n  ON DATE_SUB(a.order_date,INTERVAL 52 WEEK) =c.order_date --\u6628\u5e74\u58f2\u4e0a\u3068\u3057\u3066left join\n<\/pre><\/div><\/div><\/div>\n\n\n\n
    \u30b0\u30e9\u30d5\u4f5c\u6210<\/mark><\/h3>\n\n\n\n
    \u4eca\u56de\u306f\u30c7\u30fc\u30bf\u78ba\u8a8d\u306e\u305f\u3081\u306b\u30b7\u30f3\u30d7\u30eb\u306a\u8868\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n
    \n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n
    sales_current_year<\/strong>\uff1a\u30ab\u30e9\u30e0\u3092\u305d\u306e\u307e\u307e\u4f7f\u7528
    sales_current_last_year<\/strong>\uff1a\u30ab\u30e9\u30e0\u3092\u305d\u306e\u307e\u307e\u4f7f\u7528
    YoY<\/strong>\uff1aSUM(sales_current)\/SUM(sales_last_year)<\/p>\n\n\n\n
    \u30b0\u30e9\u30d5\u304c\u5b8c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
    \"\"\n\t\t\t\n\t\t\t\t\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n\n\n\n
    \u5de6\u306e\u30b0\u30e9\u30d5\u304c\u30ab\u30b9\u30bf\u30e0\u30af\u30a8\u30ea\u3067\u4f5c\u6210\u3057\u305f\u52a0\u5de5\u5f8c\u306e\u30c6\u30fc\u30d6\u30eb\u3002\u53f3\uff12\u3064\u304c\u52a0\u5de5\u524d\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u3059\u3002\u691c\u7b97\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u671f\u9593\u3092\u5f53\u5e74\u3068\u6628\u5e74\u3067\u4e26\u3079\u307e\u3057\u305f\u3002\u52a0\u5de5\u524d\u306b\u306f\u6b20\u843d\u3057\u3066\u3044\u305f\u65e5\u4ed8\u30ec\u30b3\u30fc\u30c9\u304c\u3001\u52a0\u5de5\u5f8c\u306b\u306f\u300c0\u300d\u3092\u4f7f\u7528\u3057\u3066\u88dc\u5b8c\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\uff08\u4f8b\uff1a\u52a0\u5de5\u524d\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u306f2022\/1\/6\u306e\u30ec\u30b3\u30fc\u30c9\u304c\u6b20\u843d\u3057\u3066\u3044\u308b\u304c\u3001\u52a0\u5de5\u5f8c\u306b\u306f\u300c0\u300d\u3092\u4f7f\u7528\u3057\u3066\u88dc\u5b8c\u3055\u308c\u3066\u3044\u308b\uff09\u3002

    \u3053\u308c\u3067\u64cd\u4f5c\u306f\u4ee5\u4e0a\u3067\u3059\u3002<\/p>\n\n\n\n
    \u307e\u3068\u3081<\/h2>\n\n\n\n
    Looker Studio\u3068BigQuery\u3092\u4f7f\u7528\u3057\u3066\u6628\u5e74\u6bd4\uff08\u540c\u66dc\u65e5\uff09\u3092\u7b97\u51fa\u3059\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002SQL\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001Looker Studio\u3060\u3051\u3067\u7121\u7406\u304f\u308a\u3084\u3063\u3066\u3044\u305f\u3088\u3046\u306a\u5206\u6790\u3082\u7c21\u5358\u306b\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u304c\u5c11\u3057\u3067\u3082\u304a\u5f79\u306b\u7acb\u3066\u3066\u3044\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
    \u3053\u3053\u307e\u3067\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\uff01<\/p>\n\n\n\n
    \n
    \n
    \n
    \"\"<\/figure>\n<\/div>\n\n\n\n
    \n
    \u3053\u306e\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u4eba<\/p>\n\n\n\n
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