{"id":2721,"date":"2022-11-18T16:38:23","date_gmt":"2022-11-18T07:38:23","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=2721"},"modified":"2023-03-27T15:36:42","modified_gmt":"2023-03-27T06:36:42","slug":"sns1","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/sns1\/","title":{"rendered":"SNS\u5206\u6790\u307e\u3068\u3081\u2460Natural Language API\u3067\u30c4\u30a4\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406"},"content":{"rendered":"\n

Natural Language API\u3092\u4f7f\u7528\u3057\u3066\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\uff11\u756a\u76ee\u300c\u30c4\u30a4\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3057\u3066\u6570\u5024\u5316\u300d\u3092\u3059\u308b\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n\n\n

Twitter\u306e\u3069\u306e\u5358\u8a9e\u304c\u3069\u3046\u5f71\u97ff\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u5206\u6790\u3059\u308b<\/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\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\u633f\u5165<\/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\uff11\u306e\u30c4\u30a4\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3059\u308b\u90e8\u5206\u306e\u8a18\u4e8b\u3067\u3059\u3002\n\n

    \u624b\u8efd\u306b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u304d\u308b\u300cNatural language API\u300d<\/h2>\nCloud Natural Language | Google Cloud<\/a>\r\n\r\n\u300cNatural Language API\u300d\u3068\u306fGoogle\u304c\u63d0\u4f9b\u3059\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406API\u3067\u3059\u3002\u3053\u306eAPI\u3067\u306f\u3001\u300c\u69cb\u6587\u89e3\u6790\u300d\u300c\u611f\u60c5\u5206\u6790\u300d\u300c\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u6790\u300d\u300c\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u611f\u60c5\u5206\u6790\u300d\u300c\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5206\u985e\u300d\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eca\u56de\u306eTwitter\u5206\u6790\u3067\u306f\u300c\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u611f\u60c5\u5206\u6790\u300d\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\n\n

    \u30c4\u30a4\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3057\u3066\u6570\u5024\u5316\u3059\u308b<\/h2>\n\u30c4\u30a4\u30fc\u30c8\u3092\u6570\u5024\u5316\u3057\u3001\u5206\u6790\u3067\u304d\u308b\u5f62\u306b\u5909\u63db\u3057\u307e\u3059\u3002\r\n\r\n\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u884c\u3063\u3066\u3044\u304d\u307e\u3059\u3002\r\n\r\nNatural Language API \u3067\u304a\u624b\u8efd\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790(\u611f\u60c5\u5206\u6790) – Qiita<\/a>\r\nSTEP1 GCP(Google Cloud Platform)\u306b\u767b\u9332\u3057API\u3092\u6709\u52b9\u5316<\/b>\r\nCloud Natural Language | Google Cloud<\/a>\r\n\r\n\u9014\u4e2d\u3067\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u767b\u9332\u304c\u5fc5\u8981\u3067\u3059\u3002\r\n\r\n\u5de6\u4e0a\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u3001\u300cAPI\u3068\u30b5\u30fc\u30d3\u30b9\u300d\u2192\u300c\u30e9\u30a4\u30d6\u30e9\u30ea\u300d\u2192\u300cNatural Language API\u300d\u3067\u691c\u7d22\u3057\u3001\u6709\u52b9\u5316\u3057\u307e\u3059\u3002\"\"\r\n\r\n\u2191\u6709\u52b9\u5316\u3055\u308c\u305f\u753b\u9762\r\n\r\n\u305d\u306e\u5f8c\u3001\u300cAPI\u3068\u30b5\u30fc\u30d3\u30b9\u300d\u2192\u300c\u8a8d\u8a3c\u60c5\u5831\u300d\u2192\u300c\u8a8d\u8a3c\u60c5\u5831\u3092\u4f5c\u6210\u300d\u304b\u3089API\u30ad\u30fc\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002API\u30ad\u30fc\u306f\u3053\u306e\u5f8c\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u4f7f\u3044\u307e\u3059\u3002\r\n\r\n\u6599\u91d1\u306b\u3064\u3044\u3066<\/strong>\r\n\r\n5000\u30ce\u30fc\u30c9\u307e\u3067\u306f\u7121\u6599\u3067\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8a73\u3057\u304f\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6599\u91d1\u306e\u6b04\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\r\n\r\nPricing | Cloud Natural Language | Google Cloud<\/a>\r\n\r\n\u4f7f\u7528\u3059\u308b\u306e\u306f\u300c\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u611f\u60c5\u5206\u6790\u300d\u3068\u300c\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5206\u985e\u300d\u3067\u3059\u3002\r\n\r\n\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u2193\r\n
    \r\n
    \/\/mySheet\u306e\u5b9a\u7fa9\r\n\/\/\u30b9\u30d7\u30b7\u306eID\u3092\u81ea\u52d5\u3067\u53d6\u5f97\r\nvar mySheet = SpreadsheetApp.openById(SpreadsheetApp.getActiveSpreadsheet().getId()).getSheetByName(SpreadsheetApp.getActiveSpreadsheet().getSheetName());\r\n\r\n\/\/Natural Language API\u30ad\u30fc\r\nvar apiKey = \"\u3053\u3053\u306b\u5148\u307b\u3069\u306eAPI\u30ad\u30fc\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\";\r\n\r\n\/\/\u6307\u5b9a\u3057\u305f\u7bc4\u56f2\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u53d6\u5f97\u3057\u3066\u3001\u914d\u5217\u306b\u4fdd\u5b58\u3001\u914d\u5217\u306e\u9577\u3055\u3092\u53d6\u5f97\u3057\u3066len\u306b\u5165\u529b\r\nconst ss = SpreadsheetApp.getActiveSheet()\r\nconst cont = ss.getActiveRange().getValues();\r\nvar len = cont.length\r\nmain(len,cont)\r\n\r\n\/\/\u30b7\u30fc\u30c8\u306e\u5206\u6790\u7d50\u679c\u306e\u5024\u306e\u30af\u30ea\u30a2\r\nvar range = mySheet.getRange(\"B2:G5000\");\r\n\/\/ \u305d\u306e\u30bb\u30eb\u7bc4\u56f2\u306b\u3042\u308b\u5024\u306e\u307f\u30af\u30ea\u30a2\r\nrange.clearContent();\r\n\r\n\/\/onOpen\u30e1\u30bd\u30c3\u30c9\u304b\u3089\u547c\u3073\u51fa\u3055\u308c\u308b\u3002\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3092\u3059\u308b\u7bc4\u56f2\u3092\u5f15\u6570\u3068\u3057\u3066\u6e21\u3059\r\nfunction main() {\r\ngetSentiment(2, len);\r\n}\r\n\r\n\/\/\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3092\u884c\u3046\u30e1\u30bd\u30c3\u30c9\u3002\u5f15\u6570\u3067\u6307\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u306e\u30bb\u30eb\u3092\u5206\u6790\r\nfunction getSentiment(start, end) {\r\n\/\/\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u53d6\u308a\u51fa\u3057\u306e\u305f\u3081\u306e\u5909\u6570\u5b9a\u7fa9\r\nvar c = 0;\r\n\/\/\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u5206\u6790\u7d50\u679c\u3092\u66f8\u304d\u51fa\u3059\u30bb\u30eb\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306e\u5909\u6570\u306e\u5b9a\u7fa9\r\nvar e = 2;\r\n\/\/\uff11\u304b\u3089\u7e70\u308a\u8fd4\u3057\u3066end\u3088\u308a\u5927\u304d\u304f\u306a\u3063\u305f\u3089\u7d42\u4e86\r\nfor (i = start; i <= end + 1; i++) {\r\n\/\/\u5206\u6790\u6587\u3092\u53d6\u5f97\u3057\u305fcont\u304b\u3089\u6587\u3092\u53d6\u5f97\r\nvar tweet = cont[c]\r\nLogger.log(cont)\r\nc += 1\r\n\r\n\/\/\u30bb\u30eb\u304b\u3089\u53d6\u5f97\u3057\u305f\u6587\u5b57\u5217\u3092API\u3078\u9001\u4fe1\r\nvar response = retrieveSentiment(tweet[0]);\r\n\/\/JSON\u3092GAS\u3067\u8aad\u307f\u8fbc\u3081\u308b\u3088\u3046\u306b\u3059\u308b\r\nvar json = JSON.parse(response);\r\n\r\n\/\/json\uff08\u5206\u6790\u7d50\u679c)\u306e\u5358\u8a9e\u306e\u500b\u6570\u3092\u53d6\u5f97\r\nvar jsonlen = json[\"entities\"].length;\r\n\r\n\/\/\u5206\u6790\u7d50\u679c\u3092\u633f\u5165\r\nfor (a = 0; a<jsonlen; a++){\r\nvar score = json[\"entities\"][a][\"sentiment\"][\"score\"];\r\nvar magnitude = json[\"entities\"][a][\"sentiment\"][\"magnitude\"];\r\nvar name = json[\"entities\"][a][\"name\"];\r\nvar type = json[\"entities\"][a][\"type\"];\r\nvar salience = json[\"entities\"][a][\"salience\"];\r\n\r\nmySheet.getRange(e, 1).setValue(tweet);\r\nmySheet.getRange(e, 2).setValue(name);\r\nmySheet.getRange(e, 3).setValue(salience);\r\nmySheet.getRange(e, 4).setValue(type);\r\nmySheet.getRange(e, 5).setValue(score);\r\nmySheet.getRange(e, 6).setValue(magnitude);\r\ne = e + 1;\r\n\r\n}\r\n}\r\n}\r\n\r\n\/\/API\u306b\u9001\u308b\u578b\u306e\u6307\u5b9a\r\nfunction retrieveSentiment(textData) {\r\n\/\/\u884c\u3046\u5206\u6790\u306eHTML\u3092\u6307\u5b9a\u3059\u308b\u3002\u4eca\u56de\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u611f\u60c5\u5206\u6790\r\nvar apiEndpoint =\r\n\"https:\/\/language.googleapis.com\/v1\/documents:analyzeEntitySentiment?key=\" +\r\napiKey;\r\n\r\n\/\/\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u578b\u306e\u6307\u5b9a\r\nvar docDetails = {\r\n\/\/\u8a00\u8a9e\u306e\u6307\u5b9a\r\nlanguage: \"ja-jp\",\r\n\/\/\u30c6\u30ad\u30b9\u30c8\u306e\u30bf\u30a4\u30d7\u306e\u6307\u5b9a\r\ntype: \"PLAIN_TEXT\",\r\n\/\/\u5206\u6790\u3059\u308b\u6587\u306e\u6307\u5b9a\r\ncontent: textData,\r\n};\r\n\r\n\r\nvar nlData = {\r\n\/\/\u5165\u529b\u30c6\u30ad\u30b9\u30c8\r\ndocument: docDetails,\r\n\/\/\u3069\u306e\u6587\u5b57\u30b3\u30fc\u30c9\u7cfb\u3067\u7b26\u53f7\u5316\u3055\u308c\u3066\u3044\u308b\u304b\r\nencodingType: \"UTF8\",\r\n};\r\n\r\nvar nlOptions = {\r\nmethod: \"post\",\r\ncontentType: \"application\/json\",\r\npayload: JSON.stringify(nlData),\r\n};\r\n\r\nvar response = UrlFetchApp.fetch(apiEndpoint, nlOptions);\r\nLogger.log(\"json is :\" + response);\r\nreturn response;\r\n}\r\n\r\n\r\nfunction onOpen() {\r\nSpreadsheetApp\r\n.getActiveSpreadsheet()\r\n.addMenu('\u30ab\u30b9\u30bf\u30e0\u30e1\u30cb\u30e5\u30fc', [\r\n{name: '\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790', functionName: 'main'}\r\n]);\r\n\r\n}\r\nonOpen();<\/code><\/pre>\r\n<\/div>\n\n
    AppScript\u306e\u4f7f\u3044\u65b9<\/h2>\n\uff11\uff0c\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u65b0\u898f\u4f5c\u6210\u3057\u3001\u62e1\u5f35\u6a5f\u80fd\u304b\u3089\u300cAppScript\u300d\u3092\u9078\u629e\"\"\r\n\r\n\uff12\uff0c\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u30da\u30fc\u30b9\u30c8\u3059\u308b\r\n\r\n\"\"\r\n\r\nAPI\u30ad\u30fc\u3092\u81ea\u5206\u306eAPI\u30ad\u30fc\u306b\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u306e\u5f8c\u30b7\u30fc\u30c8\u306b\u623b\u3063\u3066F5\u3067\u66f4\u65b0\u3059\u308b\u3068\u3001\u300c\u30ab\u30b9\u30bf\u30e0\u30e1\u30cb\u30e5\u30fc\u300d\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001A\u5217\u306b\u5206\u6790\u3057\u305f\u3044\u6587\u7ae0\u3092\u5165\u529b\u3057\u7bc4\u56f2\u9078\u629e\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u5206\u6790\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\r\n\r\n\"\"\"\"\r\n\r\n\u3053\u306e\u3088\u3046\u306b\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u308c\u3070\u5206\u6790\u6210\u529f\u3067\u3059\u3002\r\n\r\n\u7d50\u679c\u306e\u89e3\u91c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\n\n
    \u307e\u3068\u3081<\/h2>\n\u3053\u308c\u306b\u3088\u3063\u3066\u6587\u7ae0\u3092\u6570\u5024\u30c7\u30fc\u30bf\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u300cNatural Language API\u300d\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001Twitter\u306e\u6587\u7ae0\u306b\u9650\u3089\u305a\u69d8\u3005\u306a\u6587\u7ae0\u306e\u50be\u5411\u3092\u6570\u5024\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\r\n\r\n\u53cd\u7701\u70b9\u3068\u3057\u3066\u306f\u3001\u300c\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u611f\u60c5\u5206\u6790\u300d\u3092\u4f7f\u7528\u3057\u305f\u306e\u3067\u3059\u304c\u3001score\u3068magunitude\u306e\u5024\u304c\u3046\u307e\u304f\u8fd4\u3063\u3066\u3053\u306a\u304b\u3063\u305f\u70b9\u3067\u3059\u3002\r\n\r\n\u6b21\u56de\u306f\u3053\u306e\u6570\u5024\u3068Twitter\u306e\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30c7\u30fc\u30bf\u3092BigQuery\u306b\u30a2\u30c3\u30d7\u3057\u3001\u5206\u6790\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u304d\u307e\u3059\u3002","protected":false},"excerpt":{"rendered":"
    Natural Language API\u3092\u4f7f\u7528\u3057\u3066\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\uff11\u756a\u76ee\u300c\u30c4\u30a4\u30fc\u30c8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3057\u3066\u6570\u5024\u5316\u300d\u3092\u3059\u308b\u3068\u3053\u308d\u3067\u3059\u3002 Tw […]<\/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":[108,109,112,186,111,185,104,123,181,182,183,184],"class_list":["post-2721","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-bigquery","tag-bqml","tag-gas","tag-google-apps-script","tag-natural-language-api","tag-sns","tag-twitter","tag-123","tag-181","tag-182","tag-183","tag-184"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2721","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=2721"}],"version-history":[{"count":1,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2721\/revisions"}],"predecessor-version":[{"id":2831,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/2721\/revisions\/2831"}],"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=2721"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=2721"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=2721"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}