{"id":2727,"date":"2022-11-21T14:21:20","date_gmt":"2022-11-21T05:21:20","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=2727"},"modified":"2023-03-27T15:38:38","modified_gmt":"2023-03-27T06:38:38","slug":"sns2","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/sns2\/","title":{"rendered":"SNS\u5206\u6790\u307e\u3068\u3081\u2461Natural Language API\u3067\u6570\u5024\u5316\u3057\u305f\u30c7\u30fc\u30bfBigQuery\u306b\u30a2\u30c3\u30d7\u3057\u6210\u5f62\u3059\u308b"},"content":{"rendered":"\n

Natural Language API\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c4\u30a4\u30fc\u30c8\u3092\u6570\u5024\u5316\u3057\u3001\u305d\u308c\u3092BigQuery \u306b\u30a2\u30c3\u30d7\u3057\u3066\u5206\u6790\u3057\u307e\u3059\u3002\r\n\u8a18\u4e8b\u306f\uff13\u3064\u306b\u5206\u3051\u3066\u304a\u308a\u3001\u3053\u306e\u8a18\u4e8b\u306f\uff12\u756a\u76ee\u306eBigQuery \u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u3057\u3066\u6210\u5f62\u3059\u308b\u90e8\u5206\u3067\u3059\u3002<\/p>\n\n\n

\u76ee\u7684\u3068\u76ee\u6a19<\/h2>\n\u672c\u5206\u6790\u306e\u76ee\u7684\u306f\u300c\u6f5c\u5728\u30cb\u30fc\u30ba\u306e\u8868\u51fa\u300d\u3068\u300cSNS(twitter)\u304b\u3089\u306e\u30b5\u30a4\u30c8\u3078\u306e\u6d41\u5165\u300d\u3067\u3042\u308a\u3001\r\n\r\n\u672c\u5206\u6790\u306e\u76ee\u6a19\u306f\u300c\u3053\u306e\u5358\u8a9e\u3092\u4f7f\u3046\u3068\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u7387\uff08\u30b5\u30a4\u30c8URL\u30af\u30ea\u30c3\u30af\u7387\uff09\u304c\u4e0a\u304c\u308a\u307e\u3059\u3088\uff01\u300d\u3068\u8a00\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3067\u3059\u3002\r\n\r\n\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\r\n
    \r\n \t
  1. GAS\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u7d4c\u7531\u3067\u30c4\u30a4\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/li>\r\n \t
  2. \u6570\u5024\u5316\u3055\u308c\u305f\u30c4\u30a4\u30fc\u30c8\u3092BigQuery\u306b\u30a2\u30c3\u30d7<\/li>\r\n \t
  3. \u30c7\u30fc\u30bf\u30dd\u30fc\u30bf\u30eb\u3067\u53ef\u8996\u5316\u3001BQML\u3067\u5206\u6790<\/li>\r\n<\/ol>\r\n\u3053\u306e\u8a18\u4e8b\u3067\u306f\u624b\u9806\uff12\u306e\u6570\u5024\u5316\u3055\u308c\u305f\u30c4\u30a4\u30fc\u30c8\u3092BigQuery\u306b\u30a2\u30c3\u30d7\u90e8\u5206\u306e\u8a18\u4e8b\u3067\u3059\u3002\n\n

    BigQuery\u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7<\/h2>\n\u30c7\u30fc\u30bf\u3092BigQuery\u306b\u30a2\u30c3\u30d7\u3059\u308b\u969b\u306b\u3044\u304f\u3064\u304b\u306e\u554f\u984c\u70b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u3069\u306e\u554f\u984c\u70b9\u306e\u89e3\u6c7a\u6cd5\u88dc\u3092\u8f09\u305b\u3066\u304a\u304d\u307e\u3059\u3002\r\n
      \r\n \t
    • \u30fbBigQuery\u306b\u30b9\u30d7\u30b7\u5f62\u5f0f\u3092\u30a2\u30c3\u30d7\u3059\u308b\u3084\u308a\u65b9<\/li>\r\n \t
    • \u30fb\u30c4\u30a4\u30fc\u30c8\u306e\u6570\u5024\u5316\u30c7\u30fc\u30bf\u3068\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3057\u306a\u304c\u3089\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210<\/li>\r\n \t
    • \u30fb\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u304c\u30d0\u30b0\u3063\u3066\u3057\u307e\u3046\u3002<\/li>\r\n \t
    • \u30fb\u6642\u9593\u30c7\u30fc\u30bf\u304c\u6587\u5b57\u5217\u578b\uff08String\u578b\uff09\u3067\u5165\u3063\u3066\u3057\u307e\u3046\u3002<\/li>\r\n<\/ul>\n\n

      BigQuery\u306b\u30b9\u30d7\u30b7\u5f62\u5f0f\u3092\u30a2\u30c3\u30d7\u3059\u308b\u306b\u3042\u305f\u3063\u3066<\/h2>\n\u30b9\u30ad\u30fc\u30de\u306e\u81ea\u52d5\u691c\u51fa<\/strong>\r\n\r\n\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3066\u304a\u304f\u3068\u3001\u81ea\u52d5\u7684\u306b\u30b9\u30ad\u30fc\u30de\uff08\u30c7\u30fc\u30bf\u5f62\u5f0f\uff09\u3092\u691c\u51fa\u3057\u3066\u304f\u308c\u307e\u3059\u3002\r\n\r\n\"\"\r\n\r\n\u5f15\u7528\u3055\u308c\u305f\u6539\u884c<\/strong>\r\n\r\n\u4eca\u56de\u306e\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306f\u300c\u5f15\u7528\u3055\u308c\u305f\u6539\u884c\u300d\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u306a\u3044\u3068\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3082\u3057\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u3088\u3046\u3067\u3042\u308c\u3070\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\n\n

      \u30c4\u30a4\u30fc\u30c8\u306e\u6570\u5024\u5316\u30c7\u30fc\u30bf\u3068\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3057\u306a\u304c\u3089\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210<\/h2>\n\u300cNatural Language API\u300d\u306e\u5206\u6790\u7d50\u679c\u306ename\u3054\u3068\u306b\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u3092\u3064\u3051\u3066\u3044\u305f\u306e\u3067\u3001\u4eca\u56de\u306f\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u3092\u4f7f\u3044\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\u3057\u307e\u3059\u3002\r\n
      \r\n
      SELECT\r\n*\r\nFROM\r\n`\u30c6\u30fc\u30d6\u30eb\u540dA`\r\nJOIN\r\n`\u30c6\u30fc\u30d6\u30eb\u540dA`\r\nON\r\n\u30c6\u30fc\u30d6\u30eb\u540dA\u306e\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u306e\u30ab\u30e9\u30e0\u540d = \u30c6\u30fc\u30d6\u30eb\u540dB\u306e\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u306e\u30ab\u30e9\u30e0\u540d<\/code><\/pre>\r\n<\/div>\r\n \r\n\r\n\u4e8c\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u306e\u3092\u7d50\u5408\u3057\u305f\u3044\u3068\u304d\u306b\u3001\u540c\u3058\u5b9a\u7fa9\u306e\u30ab\u30e9\u30e0\u304c\u3042\u308b\u306a\u3089\u7c21\u5358\u306b\u30c6\u30fc\u30d6\u30eb\u306e\u7d50\u5408\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\n\n
      \u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u304c\u30d0\u30b0\u3063\u3066\u3057\u307e\u3046<\/h2>\nBigQuery\u3067\u306f\u30ab\u30e9\u30e0\u540d\u306b\u65e5\u672c\u8a9e\u304c\u5165\u3063\u3066\u3044\u308b\u3068\u65e5\u672c\u8a9e\u304c\u300c\uff3f\u300d\u306b\u5909\u63db\u3055\u308c\u3066\u3057\u307e\u3044\u3001\u30c7\u30fc\u30bf\u306e\u4f7f\u3044\u52dd\u624b\u304c\u60aa\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\r\n\r\n\u89e3\u6c7a\u65b9\u6cd5\r\n
      \r\n
      --\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8ID\u3068\u30c6\u30fc\u30d6\u30ebID\u3092\u6307\u5b9a\u3059\u308b\r\nALTER TABLE `<datasetID>.<tableID>`\r\n--<\u5909\u66f4\u3057\u305f\u3044\u30d5\u30a3\u30fc\u30eb\u30c9\u540d>\u3068<\u5909\u66f4\u3057\u305f\u5f8c\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u306e\u540d\u524d\u3092\u5165\u529b>\r\nRENAME COLUMN <fieldNameA> TO <fieldNameB>,<\/code><\/pre>\r\n<\/div>\r\n\u3053\u306eSQL\u306f\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u3092\u304b\u3089\u306b\u5909\u63db\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u3092\u4f7f\u7528\u3057\u3066\u82f1\u6570\u5b57\u3092\u4f7f\u7528\u3057\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u306b\u5909\u63db\u3057\u307e\u3057\u3087\u3046\u3002<\/span>\n\n
      \u6642\u9593\u30c7\u30fc\u30bf\u304c\u6587\u5b57\u5217\u578b\uff08String\u578b\uff09\u3067\u5165\u3063\u3066\u3057\u307e\u3046<\/h2>\n\u4eca\u56de\u6e21\u3055\u308c\u305fTwitter\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30c7\u30fc\u30bf\u306f\u30b9\u30d7\u30b7\u5f62\u5f0f\u3067\u3057\u305f\u3002BigQuery\u306b\u30a2\u30c3\u30d7\u3057\u305f\u969b\u306b\u300c2022-01-01 00:00 +0000\u300d\u304cString\u578b\u3067\u5165\u3063\u3066\u3057\u307e\u3044\u3063\u307e\u3057\u305f\u3002\r\n\r\n\u89e3\u6c7a\u65b9\u6cd5<\/span>\r\n
      \r\n
      SELECT\r\n\u30ab\u30e9\u30e0\u540d\r\n,timestamp(concat(trim(rtrim(times,'+0000')),':00')) as DATETIME1\r\nFROM\r\n`\u30c6\u30fc\u30d6\u30eb\u540d`<\/code><\/pre>\r\n<\/div>\r\n\u4eca\u56de\u306e\u30c7\u30fc\u30bf\u304c\u300c2022-01-01 00:00 +0000\u300d\u3067\u5165\u529b\u3055\u308c\u3066\u3044\u305f\u305f\u3081\u3053\u306e\u5f62\u306e\u30b3\u30fc\u30c9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\r\n\r\n\u6642\u9593\u578b\u306b\u5909\u63db\u3059\u308b\u306b\u306f\u3001\u3069\u3093\u306a\u5f62\u306eString\u578b\u3067\u5165\u3063\u3066\u304d\u305f\u304b\u306b\u3088\u3063\u3066\u30ad\u30e3\u30b9\u30c8\u3092\u5909\u3048\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u4eca\u56de\u306e\u30b3\u30fc\u30c9\u306f\u305d\u306e\u4e00\u52a9\u3068\u3057\u3066\u304a\u4f7f\u3044\u304f\u3060\u3055\u3044\u3002\n\n
      \u307e\u3068\u3081<\/h2>\nBigQuery\u3092\u4f7f\u7528\u3057\u305f\u306e\u304c\u521d\u3081\u3066\u3060\u3063\u305f\u306e\u3067\u3001\u3069\u3046\u3044\u3046\u98a8\u306b\u30c7\u30fc\u30bf\u304c\u5165\u308b\u306e\u304b\u306a\u3069\u3067\u6238\u60d1\u3046\u70b9\u304c\u591a\u304f\u3042\u308a\u307e\u3057\u305f\u3002\u6642\u9593\u578b\u306b\u95a2\u3057\u3066\u306f\u81ea\u5206\u306e\u30c7\u30fc\u30bf\u578b\u306b\u5408\u308f\u305b\u3066\u30c8\u30ea\u30e0\u3057\u306a\u304f\u3066\u306f\u306a\u3089\u306a\u3044\u306e\u3067\u3001\u3069\u3046\u3084\u308c\u3070\u6307\u5b9a\u304c\u3067\u304d\u308b\u306e\u304b\u306a\u3069\u3092\u3057\u3063\u304b\u308a\u3068\u8abf\u3079\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\r\n\r\n\u4eca\u56de\u8f09\u305b\u3066\u3044\u308b\u554f\u984c\u70b9\u306f\u3059\u3054\u304f\u7c21\u5358\u306a\u90e8\u5206\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u4e00\u5ea6\u306f\u3064\u307e\u305a\u304f\u70b9\u3060\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u89e3\u6c7a\u306e\u624b\u52a9\u3051\u3068\u3057\u3066\u5f79\u7acb\u3066\u3066\u304f\u3060\u3055\u3044\u3002","protected":false},"excerpt":{"rendered":"
      Natural Language API\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c4\u30a4\u30fc\u30c8\u3092\u6570\u5024\u5316\u3057\u3001\u305d\u308c\u3092BigQuery \u306b\u30a2\u30c3\u30d7\u3057\u3066\u5206\u6790\u3057\u307e\u3059\u3002 \u8a18\u4e8b\u306f\uff13\u3064\u306b\u5206\u3051\u3066\u304a\u308a\u3001\u3053\u306e\u8a18\u4e8b\u306f\uff12\u756a\u76ee\u306eBigQuery \u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u3057\u3066\u6210\u5f62\u3059\u308b\u90e8\u5206\u3067\u3059\u3002 […]<\/p>\n","protected":false},"author":12,"featured_media":1798,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[108,109,112,111,185,104,193,184],"class_list":["post-2727","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-bigquery","tag-bqml","tag-gas","tag-natural-language-api","tag-sns","tag-twitter","tag-193","tag-184"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2727","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=2727"}],"version-history":[{"count":1,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2727\/revisions"}],"predecessor-version":[{"id":2837,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2727\/revisions\/2837"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/1798"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=2727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=2727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=2727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}