{"id":6551,"date":"2025-06-20T10:06:12","date_gmt":"2025-06-20T17:06:12","guid":{"rendered":"https:\/\/tdengine.com\/?p=6551"},"modified":"2025-09-08T16:35:01","modified_gmt":"2025-09-08T23:35:01","slug":"integrate-tdengine-with-looker-studio","status":"publish","type":"post","link":"https:\/\/tdengine.com\/integrate-tdengine-with-looker-studio\/","title":{"rendered":"Integrate TDengine with Looker Studio"},"content":{"rendered":"\n<p>TDengine\u2019s integration with <a href=\"https:\/\/lookerstudio.google.com\" rel=\"noopener\">Looker Studio<\/a> (formerly Google Data Studio) unleashes the power of your time-series data by combining real-time analytics with intuitive, visual storytelling. With this connector, you can seamlessly pull high-frequency metrics, such as sensor readings and performance telemetry, into a rich ecosystem of charts, dashboards, and templates.<\/p>\n\n\n\n<p>The Looker Studio connector supports both TDengine Cloud and self-hosted deployments, offering a fast, no-code path from raw time-series data to meaningful visual insights. Whether you&#8217;re monitoring industrial systems or tracking usage trends across devices, you can quickly build dynamic dashboards that stay responsive.<\/p>\n\n\n\n<h2 class=\"gb-text\">Procedure<\/h2>\n\n\n\n<ol>\n<li>\n<p>Log in to Looker Studio and click <strong>Create<\/strong> > <strong>Data Source<\/strong>. You can find TDengine under Partner Connectors.<\/p>\n\n\n\n<img decoding=\"async\" width=\"1363\" height=\"636\" class=\"gb-media-55733560\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1.png?strip=all&sharp=1\" alt=\"\" title=\"looker-01\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1.png?strip=all&amp;sharp=1 1363w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1-300x140.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1-1024x478.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1-768x358.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1.png?strip=all&amp;sharp=1&amp;w=545 545w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1.png?strip=all&amp;sharp=1&amp;w=1090 1090w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-01-1.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n<\/li>\n\n\n\n<li>\n<p>Select the TDengine connector and click <strong>Authorize<\/strong>. Enter your Google credentials as prompted.<\/p>\n\n\n\n<img decoding=\"async\" width=\"1362\" height=\"520\" class=\"gb-media-cea92bcc\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth.png?strip=all&sharp=1\" alt=\"\" title=\"looker-auth\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth.png?strip=all&amp;sharp=1 1362w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth-300x115.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth-1024x391.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth-768x293.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth.png?strip=all&amp;sharp=1&amp;w=544 544w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth.png?strip=all&amp;sharp=1&amp;w=1089 1089w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-auth.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n<\/li>\n\n\n\n<li>\n<p>Select your data source and click <strong>Next<\/strong>.<\/p>\n\n\n\n<ul>\n<li>\n<p class=\"gb-text gb-text-06e2225e\">Select <strong>TDengine Cloud<\/strong> to connect with a TDengine Cloud instance.<\/p>\n<\/li>\n\n\n\n<li>\n<p class=\"gb-text\">Select <strong>TDengine Server<\/strong> to connect with a TDengine OSS or TDengine Enterprise deployment.<\/p>\n<\/li>\n<\/ul>\n\n\n\n<img decoding=\"async\" width=\"1362\" height=\"500\" class=\"gb-media-d72a87f3\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02.png?strip=all&sharp=1\" alt=\"\" title=\"looker-02\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02.png?strip=all&amp;sharp=1 1362w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02-300x110.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02-1024x376.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02-768x282.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02.png?strip=all&amp;sharp=1&amp;w=544 544w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02.png?strip=all&amp;sharp=1&amp;w=1089 1089w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-02.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n<\/li>\n\n\n\n<li>\n<p>Enter the information required to connect to TDengine.<\/p>\n\n\n\n<ul>\n<li>\n<p class=\"gb-text gb-text-9d0e9cc2\">For TDengine Cloud, enter your instance URL and cloud token. To find this information, see the <strong>Instances<\/strong> tab in TDengine Cloud.<\/p>\n<\/li>\n\n\n\n<li>\n<p class=\"gb-text\">For TDengine Server, enter the URL of taosAdapter along with the username and password used to access TDengine.<\/p>\n<\/li>\n<\/ul>\n\n\n\n<img decoding=\"async\" width=\"1364\" height=\"634\" class=\"gb-media-20ecc653\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1.png?strip=all&sharp=1\" alt=\"\" title=\"looker-03\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1.png?strip=all&amp;sharp=1 1364w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1-300x139.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1-1024x476.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1-768x357.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1.png?strip=all&amp;sharp=1&amp;w=545 545w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1.png?strip=all&amp;sharp=1&amp;w=818 818w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1.png?strip=all&amp;sharp=1&amp;w=1091 1091w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-03-1.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n<\/li>\n\n\n\n<li>\n<p>Specify the database and table to which you want to connect. You can optionally specify a query range to limit the scope of the data shared with Looker Studio.<\/p>\n\n\n\n<img decoding=\"async\" width=\"1362\" height=\"568\" class=\"gb-media-195707d9\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04.png?strip=all&sharp=1\" alt=\"\" title=\"looker-04\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04.png?strip=all&amp;sharp=1 1362w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04-300x125.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04-1024x427.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04-768x320.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04.png?strip=all&amp;sharp=1&amp;w=544 544w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04.png?strip=all&amp;sharp=1&amp;w=1089 1089w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-04.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n<\/li>\n\n\n\n<li>\n<p>Click <strong>Connect<\/strong>. On the page displayed, you can view the data fields synchronized from TDengine.<\/p>\n\n\n\n<img decoding=\"async\" width=\"1364\" height=\"636\" class=\"gb-media-0d65e1e4\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05.png?strip=all&sharp=1\" alt=\"\" title=\"looker-05\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05.png?strip=all&amp;sharp=1 1364w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05-300x140.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05-1024x477.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05-768x358.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05.png?strip=all&amp;sharp=1&amp;w=545 545w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05.png?strip=all&amp;sharp=1&amp;w=818 818w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05.png?strip=all&amp;sharp=1&amp;w=1091 1091w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-05.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n<\/li>\n<\/ol>\n\n\n\n<p>After the connection is established, you can use Looker Studio to process your data and create reports. In Looker Studio, TDengine timestamps and tags are considered dimensions, and all other items are considered metrics. You can create all kinds of custom charts with your data &#8212; some examples are shown below.<\/p>\n\n\n\n<img decoding=\"async\" width=\"1362\" height=\"475\" class=\"gb-media-d47f3616\" src=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last.png?strip=all&sharp=1\" alt=\"\" title=\"looker-last\" srcset=\"https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last.png?strip=all&amp;sharp=1 1362w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last-300x105.png?strip=all&amp;sharp=1 300w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last-1024x357.png?strip=all&amp;sharp=1 1024w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last-768x268.png?strip=all&amp;sharp=1 768w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last.png?strip=all&amp;sharp=1&amp;w=544 544w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last.png?strip=all&amp;sharp=1&amp;w=1089 1089w, https:\/\/eujqw4hwudm.exactdn.com\/wp-content\/uploads\/looker-last.png?strip=all&amp;sharp=1&amp;w=450 450w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\n\n\n\n<p>With the ability to process petabytes of data per day and provide monitoring and alerting in real time, TDengine is a great solution for time-series data management. Now, with the Looker Studio connector, you\u2019ll be able to gain new insights and obtain even more value from your data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>With this connector, you can seamlessly pull high-frequency metrics into a rich ecosystem of charts, dashboards, and templates.<\/p>\n","protected":false},"author":102,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[21],"tags":[],"ppma_author":[181],"class_list":["post-6551","post","type-post","status-publish","format-standard","hentry","category-engineering"],"authors":[{"term_id":181,"user_id":102,"is_guest":0,"slug":"tdengine-team","display_name":"TDengine Team","avatar_url":{"url":"https:\/\/tdengine.com\/wp-content\/uploads\/29.03-01-tdengine.png","url2x":"https:\/\/tdengine.com\/wp-content\/uploads\/29.03-01-tdengine.png"},"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":""}],"_links":{"self":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/posts\/6551","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/users\/102"}],"replies":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/comments?post=6551"}],"version-history":[{"count":12,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/posts\/6551\/revisions"}],"predecessor-version":[{"id":26078,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/posts\/6551\/revisions\/26078"}],"wp:attachment":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/media?parent=6551"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/categories?post=6551"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/tags?post=6551"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/ppma_author?post=6551"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}