{"id":22576,"date":"2025-11-06T20:51:06","date_gmt":"2025-11-06T20:51:06","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=22576"},"modified":"2025-11-06T20:51:06","modified_gmt":"2025-11-06T20:51:06","slug":"conversational-analytics-api%e3%81%a7%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e3%81%a7%e3%83%87%e3%83%bc%e3%82%bf%e5%88%86%e6%9e%90%e3%82%92%e8%a1%8c%e3%81%86-nhn-%e3%83%86%e3%82%b3%e3%83%a9%e3%82%b9-te","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/22576\/","title":{"rendered":"Conversational Analytics API\u3067\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046 | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>        <input type=\"hidden\" class=\"local_domains\" value=\"techblog.nhn-techorus.com\"\/><input type=\"hidden\" class=\"local_domains\" value=\"staging-techblog.nhn-techorus.com\"\/><input type=\"hidden\" class=\"local_domains\" value=\"1.origin.techblog.nhn-techorus.com\"\/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB\"\/>\u306f\u3058\u3081\u306b<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>\u304a\u5ba2\u69d8\u3068\u8a71\u3059\u969b\u306b\u3001\u751f\u6210AI\u3092\u7528\u3044\u3066\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u305f\u3044\u3068\u76f8\u8ac7\u3092\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u591a\u304f\u306a\u308a\u307e\u3057\u305f\u3002<br \/>\u9078\u629e\u80a2\u306e\u4e00\u3064\u3068\u3057\u3066 Google Cloud \u306e Conversational Analytics API \u3092\u4f7f\u3063\u305f\u5834\u5408\u306b\u3069\u306e\u3088\u3046\u306a\u5f62\u3067\u5206\u6790\u3067\u304d\u308b\u306e\u304b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/docs.cloud.google.com\/gemini\/docs\/conversational-analytics-api\/overview?hl=ja\">Conversational Analytics API: \u30c7\u30fc\u30bf \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3057\u3001\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30c1\u30e3\u30c3\u30c8\u3059\u308b<\/a>\u306e\u8a18\u4e8b\u306b\u3082\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u901a\u308a\u3001\u69d8\u3005\u306a\u5b9f\u884c\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\u672c\u8a18\u4e8b\u3067\u306f\u305d\u306e\u4e2d\u3067\u3082<a target=\"_blank\" href=\"https:\/\/github.com\/looker-open-source\/ca-api-quickstarts\">Streamlit \u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8 \u30a2\u30d7\u30ea<\/a>\u3092Cloud Shell\u4e0a\u3067\u5b9f\u884c\u3001\u52d5\u4f5c\u78ba\u8a8d\u3092\u884c\u3063\u305f\u5185\u5bb9\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%83%AA%E3%83%AA%E3%83%BC%E3%82%B9%E7%8A%B6%E6%B3%81%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"\/>\u30ea\u30ea\u30fc\u30b9\u72b6\u6cc1\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>Conversational Analytics API \u306f2025\u5e7411\u67086\u65e5\u73fe\u5728pre-GA\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u306e\u30ea\u30ea\u30fc\u30b9\u72b6\u6cc1\u306b\u3064\u304d\u307e\u3057\u3066\u306f\u30b5\u30fc\u30d3\u30b9\u306e\u30ea\u30ea\u30fc\u30b9\u30ce\u30fc\u30c8\u3092\u53c2\u7167\u304f\u3060\u3055\u3044<br \/><a target=\"_blank\" href=\"https:\/\/cloud.google.com\/gemini\/docs\/conversational-analytics-api\/release-notes?hl=ja\">Conversational Analytics API \u30ea\u30ea\u30fc\u30b9\u30ce\u30fc\u30c8<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%A8%AD%E5%AE%9A%E3%81%AE%E6%B5%81%E3%82%8C\"\/>\u8a2d\u5b9a\u306e\u6d41\u308c<span class=\"ez-toc-section-end\"\/><\/h2>\n<h3>\u524d\u63d0<\/h3>\n<p>\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u52d5\u4f5c\u3055\u305b\u308b\u305f\u3081\u306e\u5fc5\u8981\u6761\u4ef6\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u5185\u5bb9\u304c\u63d0\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Python 3.11 or higher<\/li>\n<li>Git<\/li>\n<li>Google Cloud SDK (gcloud CLI)<\/li>\n<\/ul>\n<p>Cloud Shell\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u4e0a\u8a18\u5185\u5bb9\u306f\u6e80\u305f\u3057\u3066\u3044\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h3>\u8a2d\u5b9a\u5185\u5bb9<\/h3>\n<h4>1. \u6a29\u9650\u8a2d\u5b9a<\/h4>\n<p>\u5b9f\u884c\u6642\u306b\u5fc5\u8981\u306a\u6a29\u9650\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th>Data source<\/th>\n<th>Roles<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>BigQuery<\/td>\n<td>roles\/bigquery.dataViewer BigQuery Data Viewer<br \/>roles\/bigquery.user BigQuery User<\/td>\n<\/tr>\n<tr>\n<td>Looker<\/td>\n<td>roles\/looker.instanceUser Looker Instance User<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h4>2. \u5fc5\u8981\u306a\u30b5\u30fc\u30d3\u30b9\u306e\u6709\u52b9\u5316<\/h4>\n<p>\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u52d5\u4f5c\u3055\u305b\u308b\u969b\u306b\u3001BigQuery\u3084Cloud Shell\u306b\u52a0\u3048\u3066 <code>Data Analytics API with Gemini<\/code> \u3092\u6709\u52b9\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"brush: bash; title: ; notranslate\" title=\"\">\ngcloud services enable geminidataanalytics.googleapis.com bigquery.googleapis.com cloudaicompanion.googleapis.com\n<\/pre>\n<h4>3. \u5fc5\u8981\u306a\u30bd\u30fc\u30b9\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3001\u4f9d\u5b58\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\ngit clone https:\/\/github.com\/looker-open-source\/ca-api-quickstarts.git\ncd ca-api-quickstarts\npip install -r requirements.txt\n<\/pre>\n<h4>pip install\u6642\u306bpip\u2019s dependency resolver\u30a8\u30e9\u30fc\u304c\u51fa\u305f\u5834\u5408<\/h4>\n<p>\u81ea\u5206\u306e\u74b0\u5883\u3067\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306b\u4f9d\u5b58\u95a2\u4fc2\u306e\u7af6\u5408\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u8abf\u6574\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nInstalling collected packages: tenacity, numpy\n  Attempting uninstall: tenacity\n    Found existing installation: tenacity 8.5.0\n    Uninstalling tenacity-8.5.0:\n      Successfully uninstalled tenacity-8.5.0\n  Attempting uninstall: numpy\n    Found existing installation: numpy 2.1.3\n    Uninstalling numpy-2.1.3:\n      Successfully uninstalled numpy-2.1.3\n  WARNING: The scripts f2py and numpy-config are installed in '\/home\/{\u30e6\u30fc\u30b6\u540d}\/.local\/bin' which is not on PATH.\n  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\nERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\ntensorflow 2.19.0 requires numpy=1.26.0, but you have numpy 2.2.3 which is incompatible.\ngoogle-genai 1.25.0 requires tenacity=8.2.3, but you have tenacity 9.0.0 which is incompatible.\n<\/pre>\n<pre class=\"brush: diff; title: ; notranslate\" title=\"\">\n- numpy==2.2.3\n+ numpy==2.1.3\n\n- tenacity==9.0.0\n+ tenacity==8.3.0\n<\/pre>\n<h4>4. <code>.streamlit<\/code> \u5185\u306bsecrets.toml\u3092\u65b0\u898f\u4f5c\u6210\u3059\u308b<\/h4>\n<p>ca-api-quickstarts\/.streamlit \u5185\u306b\u5b9f\u884c\u3059\u308b\u74b0\u5883\u60c5\u5831\u3092\u8a18\u3057\u305fsecrets.toml\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>BigQuery \u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3059\u308b\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306aproject_id\u306e\u307f\u3067\u3059\u304c\u3001Looker \u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u3059\u308b\u5834\u5408\u306fclient_id\u3084client_secret\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\n[cloud]\nproject_id = \"YOUR_PROJECT_ID\"\n<\/pre>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/2d4a321a-b639-11f0-8114-067badad1d45_thumb.png\" alt=\"\" width=\"325\" height=\"207\" class=\"alignnone size-full wp-image-42140\"\/><\/p>\n<h4>5. \u30a2\u30d7\u30ea\u8d77\u52d5<\/h4>\n<p>Cloud Shell\u4e0a\u304b\u3089\u8d77\u52d5\u3059\u308b\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bCORS\u3092\u7121\u52b9\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"brush: bash; title: ; notranslate\" title=\"\">\nstreamlit run app.py --server.enableCORS false --server.enableXsrfProtection false\n<\/pre>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306blocalhost\u3084IP\u304c\u3044\u304f\u3064\u304b\u8868\u793a\u3055\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001localhost\u3092\u9078\u629e\u3057\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u3067\u5225\u30bf\u30d6\u3068\u3057\u3066\u8d77\u52d5\u3057\u305f\u30a2\u30d7\u30ea\u304c\u8868\u793a\u3055\u308c\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/26731766835fbd5ff9fb2b569de7b04f-720x186.png\" alt=\"\" width=\"720\" height=\"186\" class=\"alignnone size-large wp-image-42141\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/26731766835fbd5ff9fb2b569de7b04f-720x186.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/26731766835fbd5ff9fb2b569de7b04f-500x129.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/26731766835fbd5ff9fb2b569de7b04f-768x198.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/26731766835fbd5ff9fb2b569de7b04f-660x170.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/26731766835fbd5ff9fb2b569de7b04f.png 1361w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><br \/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704-720x351.png\" alt=\"\" width=\"720\" height=\"351\" class=\"alignnone size-large wp-image-42142\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704-720x351.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704-500x243.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704-768x374.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704-1536x748.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704-660x321.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/47b2b3fe8381e9907370bf6c61181704.png 1916w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<h4>bash: streamlit: command not found\u3068\u8a00\u308f\u308c\u308b\u5834\u5408<\/h4>\n<p><code>pip show -f streamlit | grep bin<\/code> \u3092\u5b9f\u884c\u3059\u308b\u3068\/bin\u307e\u3067\u306e\u30d1\u30b9\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u3053\u3061\u3089\u306e\u30d1\u30b9\u3092\u901a\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\n$ pip show -f streamlit | grep bin\n  ..\/..\/..\/bin\/streamlit\n  ..\/..\/..\/bin\/streamlit.cmd\n<\/pre>\n<p>\u81ea\u5206\u306e\u5834\u5408\u3060\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306aexport\u30b3\u30de\u30f3\u30c9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nexport PATH=$PATH:\/home\/{\u30e6\u30fc\u30b6\u540d}\/.local\/bin\n<\/pre>\n<h3>data agent\u306e\u4f5c\u6210<\/h3>\n<p>BigQuery or Looker\u306e\u63a5\u7d9a\u60c5\u5831\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<br \/>\u4eca\u56de\u306fplaceholder\u306bpublic data\u304c\u8868\u793a\u3055\u308c\u3066\u304a\u308a\u307e\u3057\u305f\u306e\u3067\u305d\u3061\u3089\u3092\u6307\u5b9a\u3057\u3066\u307f\u307e\u3059\u3002<br \/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767-720x238.png\" alt=\"\" width=\"720\" height=\"238\" class=\"alignnone size-large wp-image-42144\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767-720x238.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767-500x165.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767-768x253.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767-1536x507.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767-660x218.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/9bf798da5d3a1f48252af95b0fb8f767.png 1567w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<p>\u4f5c\u6210\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3000\u4f5c\u6210\u3057\u305f\u5185\u5bb9\u304cData agents available\u306e\u6b04\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69-720x248.png\" alt=\"\" width=\"720\" height=\"248\" class=\"alignnone size-large wp-image-42145\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69-720x248.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69-500x172.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69-768x265.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69-1536x530.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69-660x228.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/d4148158f77d06f382283ecc8e5b0e69.png 1545w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<h3>agent\u3068\u306e\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u3067\u306e\u30c7\u30fc\u30bf\u5206\u6790<\/h3>\n<p>Chat\u30bf\u30d6\u306b\u79fb\u52d5\u3057\u3001\u4f5c\u6210\u3057\u305fAgent\u3092\u9078\u3073 <code>Start new conversation with agent<\/code> \u3092\u884c\u3046\u3053\u3068\u3067\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u3067\u306e\u5206\u6790\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002<br \/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1-720x100.png\" alt=\"\" width=\"720\" height=\"100\" class=\"alignnone size-large wp-image-42146\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1-720x100.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1-500x69.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1-768x106.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1-1536x213.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1-660x91.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/17bd3c9a3c871137ac2eeb06680636a1.png 1616w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%8B%95%E4%BD%9C%E6%A4%9C%E8%A8%BC\"\/>\u52d5\u4f5c\u691c\u8a3c<span class=\"ez-toc-section-end\"\/><\/h2>\n<h3>\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u5206\u6790\u4f8b\u2460<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/44b36a47f1edcffbbc687ccf3ce49afc-720x663.png\" alt=\"\" width=\"720\" height=\"663\" class=\"alignnone size-large wp-image-42147\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/44b36a47f1edcffbbc687ccf3ce49afc-720x663.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/44b36a47f1edcffbbc687ccf3ce49afc-500x460.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/44b36a47f1edcffbbc687ccf3ce49afc-768x707.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/44b36a47f1edcffbbc687ccf3ce49afc-660x608.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/44b36a47f1edcffbbc687ccf3ce49afc.png 972w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<h3>\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u5206\u6790\u4f8b\u2461<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383-720x339.png\" alt=\"\" width=\"720\" height=\"339\" class=\"alignnone size-large wp-image-42148\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383-720x339.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383-500x235.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383-768x361.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383-1536x723.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383-660x311.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5f46b05c24e55a7c4bce2625e9ec5383.png 1621w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091-720x321.png\" alt=\"\" width=\"720\" height=\"321\" class=\"alignnone size-large wp-image-42149\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091-720x321.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091-500x223.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091-768x343.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091-1536x686.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091-660x295.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/5a71eea3fc05c459ef783076085ac091.png 1584w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<h4>\u751f\u6210\u3055\u308c\u305f\u30af\u30a8\u30ea<\/h4>\n<pre class=\"brush: sql; title: ; notranslate\" title=\"\">\nSELECT care_taker, COUNT(tree_id) AS count_of_trees\nFROM bigquery-public-data.san_francisco_trees.street_trees\nGROUP BY care_taker\nORDER BY COUNT(tree_id) DESC\nLIMIT 5;\n<\/pre>\n<h3>\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u5206\u6790\u4f8b\u2462<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81-720x175.png\" alt=\"\" width=\"720\" height=\"175\" class=\"alignnone size-large wp-image-42150\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81-720x175.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81-500x121.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81-768x186.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81-1536x373.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81-660x160.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/0a8207349b44c63f968e2067824a8d81.png 1590w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478-720x392.png\" alt=\"\" width=\"720\" height=\"392\" class=\"alignnone size-large wp-image-42151\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478-720x392.png 720w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478-500x272.png 500w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478-768x418.png 768w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478-1536x836.png 1536w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478-660x359.png 660w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/11\/6d16a1c72dc292b4a1ce0c331a871478.png 1590w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\"\/><\/p>\n<h4>\u751f\u6210\u3055\u308c\u305f\u30af\u30a8\u30ea<\/h4>\n<pre class=\"brush: sql; title: ; notranslate\" title=\"\">\nSELECT\n  EXTRACT(YEAR FROM street_trees.plant_date) AS planting_year,\n  street_trees.species,\n  COUNT(DISTINCT street_trees.tree_id) AS count_of_trees\nFROM bigquery-public-data.san_francisco_trees.street_trees AS street_trees\nWHERE street_trees.plant_date IS NOT NULL\nGROUP BY planting_year, street_trees.species\nORDER BY planting_year ASC, COUNT(DISTINCT street_trees.tree_id) DESC;\n<\/pre>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%8A%E3%82%8F%E3%82%8A%E3%81%AB\"\/>\u304a\u308f\u308a\u306b<span class=\"ez-toc-section-end\"\/><\/h2>\n<p>BigQuery\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u3056\u3063\u304f\u308a\u65e5\u672c\u8a9e\u3067\u4f55\u3092\u898b\u305f\u3044\u3068\u6307\u793a\u3092\u3059\u308c\u3070SQL\u3084\u8aac\u660e\u6587\u306e\u751f\u6210\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7b2c\u4e00\u6b69\u3068\u3057\u3066\u5229\u7528\u3057\u3084\u3059\u3044\u306a\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<h3>NHN \u30c6\u30b3\u30e9\u30b9\u306e\u63a1\u7528\u60c5\u5831\u306f\u3053\u3061\u3089<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/recruit.nhn-japan.com\/techorus\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/c8e7417df7e46e0ec8975133147765d6.png\" alt=\"\" width=\"620\" height=\"80\" class=\"alignnone size-full wp-image-41375\" srcset=\"https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/c8e7417df7e46e0ec8975133147765d6.png 620w, https:\/\/techblog.nhn-techorus.com\/wp-content\/uploads\/2025\/09\/c8e7417df7e46e0ec8975133147765d6-500x65.png 500w\" sizes=\"auto, (max-width: 620px) 100vw, 620px\"\/><\/a><\/p>\n<\/p><\/div>\n\n<br \/><a href=\"https:\/\/techblog.nhn-techorus.com\/archives\/42136\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u304a\u5ba2\u69d8\u3068\u8a71\u3059\u969b\u306b\u3001\u751f\u6210AI\u3092\u7528\u3044\u3066\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u305f\u3044\u3068\u76f8\u8ac7\u3092\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u591a\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u9078\u629e\u80a2\u306e\u4e00\u3064\u3068\u3057\u3066 Google Cloud \u306e Conversational Analytics API \u3092 [&hellip;]","protected":false},"author":1,"featured_media":22577,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-22576","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Conversational Analytics API\u3067\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046 | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/techblog.nhn-techorus.com\/archives\/42136\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Conversational Analytics API\u3067\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046 | NHN \u30c6\u30b3\u30e9\u30b9 Tech Blog - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b \u304a\u5ba2\u69d8\u3068\u8a71\u3059\u969b\u306b\u3001\u751f\u6210AI\u3092\u7528\u3044\u3066\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u305f\u3044\u3068\u76f8\u8ac7\u3092\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u591a\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u9078\u629e\u80a2\u306e\u4e00\u3064\u3068\u3057\u3066 Google Cloud \u306e Conversational Analytics API \u3092 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/techblog.nhn-techorus.com\/archives\/42136\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-06T20:51:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/BigQuery-OGP.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/techblog.nhn-techorus.com\\\/archives\\\/42136#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/22576\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"Conversational Analytics API\u3067\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046 | NHN \u30c6\u30b3\u30e9\u30b9 Tech 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