BigQuery

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href="https://docs.google.com/spreadsheets/d/1d91A_hU90GwS2_mpN-BbmrMOLNszVdizNA3iaN7_UcE/pubhtml?gid=1737011753&single=true"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Travel Events - 1</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/14eA5APi3kggso_1kfYZuGHokqdg67ftyOt0WDiTto0I/edit#gid=0"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Travel Events - 2</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/1dt8D19PSTx0F1lZfUO7PV3_XMhpCYrxId8HaPxUYP-0/edit#gid=0"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Ride Sharing Events</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/1Bku46znWrL0bYms-yPB-QTkck9-AI4L23WAMWr3Zntc/edit#gid=0"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Video Streaming Events</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/1AGs0DwA4EP7KS7NeReCMFYu_jRyhp6a5cE1KytjtC4g/edit#gid=0"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Telecom Events</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/1F4NntQ4CNAWwUWK6bv_ciVQ8T9fjGNVdODEAHQdgOSw/edit#gid=0"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Food Tech</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/1swPaifzOaclu-R-aVdcc0gKZE0rxRCnO8XB405ENXFU/edit#gid=0"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Fintech Events</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://docs.google.com/spreadsheets/d/1ILN68sBfMtI8ycs31-nywyKnsugz0wksuZQQvLYFvNI/edit?usp=sharing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Gaming</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/error-stream"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Error Stream</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/calendar-widgets"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Calendar Widgets</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/debugger"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Debugger</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/feature-matrix-for-smart-tv-sdks"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Feature Compatibility Matrix for Smart TV SDKs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/go-live-checklist"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Go Live Checklist" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Go Live Checklist</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/marketer-go-live-checklist"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Marketer Go Live Checklist</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" rel="noopener" target="_blank" data-active="" href="https://developer.clevertap.com/docs/developer-go-live-checklist"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Developer Go Live Checklist</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/ask"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Ask</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/whats-new"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">What's New in CleverTap</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Behavioral Analytics</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/simple-reports"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Boards" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Boards</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/snapshot-board"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Snapshot</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/today-view"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Today View</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/mobile-app-view"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Mobile App View</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/uninstalls-view"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Uninstalls View</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/revenue-view"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Revenue View</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/nps-board"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">NPS Board</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/custom-dashboards"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Custom Dashboards</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/intro-to-reports"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Reports</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/events-analytics"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Analyze Events</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/funnels"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Funnels" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Funnels</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/flows-tab"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Flows Tab</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/cohorts"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Cohorts</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/trends"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Trends</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/pivots"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Pivots</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/flows"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Flows" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Flows</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/funnels-vs-flows"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Funnels vs. Flows</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/real-impact"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Real Impact</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/session-analytics"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Session Analytics</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/exporting-clevertap-data-for-risk-ratio-analysis"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Exporting Data for Risk-Ratio Analysis</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Messaging Channels</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Push Notification" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Push Notification</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-push-notification"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-messages-push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/push-optimize-delivery"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Optimize Delivery</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/collapse-key"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Collapse Key</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/test-push-notifications"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Test Push Notifications</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/post-action-webhooks"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Post Action Webhooks</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/push-campaign-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Push Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-faqs-push-notifications"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Push Notifications: Troubleshooting and FAQs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/rendermax"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">RenderMax</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/in-app"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for In-App" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">In-App</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-in-app"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-inapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/in-app-editor"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">In-App Editor</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-inapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/in-app-campaign-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">In-App Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-faqs-inapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">In-App: 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rm-Sidebar-link" target="_self" href="/docs/create-message-app-inbox"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-app-inbox"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/app-inbox-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">App Inbox Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-faqs-app-inbox"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">App Inbox: Troubleshooting and FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/native-display"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Native Display" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Native Display</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-native-display"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-native-display"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-native-display"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/native-display-campaign-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Native Display Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for SMS" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMS</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sms-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMS Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sms-regulations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMS Regulations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/regulation-impact"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Regulation Impact</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sms-faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMS: Troubleshooting & FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Email" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Setup" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/appsflyer-onelink"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">AppsFlyer OneLink</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/font-manager"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Font Manager</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/manage-system-email-preference-center"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Manage System Email Preference Center</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/manage-custom-email-preference-center-1"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Manage Custom Email Preference Center</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/one-click-unsubscribe"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">One-Click Unsubscribe</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-editor-templates"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Editor</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ampforemail"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">AMP For Email</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/gmail-promotional-annotations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Gmail Promotional Annotations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-preheader"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Preheader</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/group-unsubscribe"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Group Unsubscribe</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/handling-unsubscribes"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Handling Unsubscribes</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/manage-email-preferences"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Manage Email Preferences</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/override-link-tracking"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Override Link Tracking</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/track-email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Track Email</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Campaign Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-open-click-tracking"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Unusually High Email Opens and Clicks</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/email-best-practices"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Email Best Practices" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Best Practices</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-sunsetting"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Sunsetting</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ip-warmup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">IP Warmup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ssl-click-tracking"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SSL Click Tracking</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-sender-reputation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Sender Reputation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-seed-testing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Seed Testing</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email: Troubleshooting & FAQs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email-sender-authentication"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Sender Authentication</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/configuring-sign-in-with-apple"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Configuring Sign in with Apple: Hide my email</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for WhatsApp" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Setup" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/whatsapp-message-templates"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp Message Templates</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Create Message" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/whatsapp-editor"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp Editor</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/whatsapp-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/whatsapp-subscription-management"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp Subscription Management</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/whatsapp-faq"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp: Troubleshooting & FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/web-push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Web Push" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Push</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-web-push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-web-push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-web-push"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-push-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Push Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/web-pop-up"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Web Pop-up" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Pop-up</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-web-popup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-pop-up-editor"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Pop-up Editor</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-web-popup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-popup-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Pop-up Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/user-ratings"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Analysing User Ratings in Analytics</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/web-exit-intent-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Web Exit Intent" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Exit Intent</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-web-exit-intent"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-web-exit-intent"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-exit-intent-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Exit Intent Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/web-native-display"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Web Native Display" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Native Display</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-personalization-setup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-native-display-create-message"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-native-display-editor"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Native Display Editor</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-native-display-personalize"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-native-display-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Native Display Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/web-inbox"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Web Inbox" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Inbox</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-inbox-setup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Web Inbox Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/web-inbox-create-message"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-web-inbox-message"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/webhooks-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Webhooks" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Webhooks</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-webhooks"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-webhook"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-webhooks"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/webhooks-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Webhooks Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/slack-webhook-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Webhook Slack Alerts</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/google-adwords"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Google Ads" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Google Ads</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-google-adwords"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-adwords"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/troubleshooting-google-adwords"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Google Ads: Troubleshooting & FAQs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/google-ads-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Google Ads Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/facebook-audiences"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Facebook Audiences" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Facebook Audiences</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-facebook-audiences"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-fb-audience"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/facebook-audience-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Facebook Audiences Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/tiktok-remarketing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for TikTok Remarketing" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">TikTok Remarketing</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-tiktok-remarketing-in-clevertap"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup TikTok Remarketing Campaign</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-remarketing-campaign"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create TikTok Remarketing Campaign</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/tiktok-remarketing-campaign-metrics-and-errors"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">TikTok Remarketing Campaign Metrics and Errors</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/tiktok-remarketing-troubleshooting-and-faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">TikTok Remarketing Troubleshooting and FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/amazon-eventbridge-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Amazon Eventbridge" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Amazon Eventbridge</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-amazon-eventbridge"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-amazon-eventbridge"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-amazon-eventbridge"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/stats-for-amazon-eventbridge"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/segment-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Segment" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Segment</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-segment"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message-segment"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-segment"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/segment-campaign-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/mparticle"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for mParticle" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">mParticle</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-for-data-export"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-message_mparticle"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-mparticle"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/stats_mparticle"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/signed-call"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Signed Call" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Signed Call</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/signed-call-use-cases"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Signed Call Use Cases" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Signed Call Use Cases</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ride-hailing-use-cases"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Ride Hailing Use Cases</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/last-mile-delivery-use-cases"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Last-Mile Delivery Use Cases</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/fintech-use-cases"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Fintech Use Cases</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/export-call-records-to-s3"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Export Call Records to S3</span></span></a></li></ul></li></ul></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">CONTENT MANAGER</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/clevertap-content-manager"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Content Manager</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/content-manager-templates"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Content Manager Templates</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/content-manager-files"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Content Manager Files</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Campaigns</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/campaign-approval-workflow"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Campaign Approval Workflow</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/control-groups"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Control Groups</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/intro-to-campaigns"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Campaign Overview" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Campaign Overview</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ab-multivariate-testing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">A/B & Multivariate Testing</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/notification-delivery-options"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Notification Delivery Options</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/messaging-frequency-caps"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Messaging Frequency Caps</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/recommended-delay"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Recommended Delay for Inaction Campaigns</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/regex"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Regex Campaign</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/best-time"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Best Time Campaign</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/constant-property"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Constant Event Property</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/conversations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Conversations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/image-specifications"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Image Specifications</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/geofencing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Geofencing Campaign</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/campaign-reports"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Campaign Reports</span></span></a></li></ul></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Journeys and Orchestration</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/journeys"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey Overview</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/journey-concepts"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey Concepts</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-journey"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Create a Journey" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create a Journey</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-journey"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setting Up a Journey</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/define-goals"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Define Goals</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/define-entry-segment"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Define Entry Segment</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/construct-a-journey"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Define Journey Path</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/personalization-in-journeys"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalization in Journeys</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/taking-a-journey-live"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Publish a Journey</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/delivery-preferences-within-journey-nodes"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Delivery Preferences within Journey Nodes</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/journey-operations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Journey Operations" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey Operations</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/align-journey-nodes"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Align Journey Nodes</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/archive-journeys"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Archive Journeys</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/filter-journeys"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Filter Journeys</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/journey-use-cases"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Journey Use Cases" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey Use Cases</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/use-case-1-score-a-customer-using-past-behaviour-segment-journey"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Use Case 1: Score a Customer Using Past Behaviour Segment Journey</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/use-case-2-recover-abandoned-cart-using-journeys"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Use Case 2: Recover Abandoned Cart Using Journeys</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/intellinode"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for IntelliNODE" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">IntelliNODE</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-path-intellinode-journeys"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create an IntelliNODE Journey</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/intellinode-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">IntelliNODE Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/intellinode-use-cases"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">IntelliNODE Use Cases</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/intellinode-faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">IntelliNODE FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/viewing-statistics"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Journey Performance" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey Performance</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/node-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Node Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/engagement-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Engagement Stats</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/journey-stats"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey Stats</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/viewing-journey-reports"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Viewing Journey Reports</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Journey: Troubleshooting and FAQs</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Lifecycle Optimization</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/lifecycle-optimizer"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Lifecycle Optimizer</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Product Experiences</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/product-experiences-nextgen"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Product Experiences</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/remote-config"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Remote Config</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/product-ab-tests"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Product A/B Tests" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Product A/B Tests</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-ab-tests"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create A/B Tests</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ab-test-results"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">A/B Test Results</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ab-test-best-practices"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">A/B Test: Best Practices</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/ab-test-faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">A/B Test: FAQs</span></span></a></li></ul></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Product Experiences (Legacy)</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/product-experiences"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Product Experiences (Legacy)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/product-experiences-setup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Product Experiences (Legacy) Setup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/product-exp-ab-tests"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Product A/B Tests (Legacy)</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Segmentation</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/find-people"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Find People</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/segments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Segments" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Segments</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/segments#create-live-user-segments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Live Segments</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/segments#create-past-behavior-segments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Past Behavior Segments</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/psychographic-segmentation"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Psychographic Segmentation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/intent-based-segments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Intent-Based Segments</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/segments#include-and-exclude-segments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Include/Exclude Segments</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/custom-list-segments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Custom List Segment</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/rfm"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Recency Frequency and Monetary (RFM) Analysis</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Individualization</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/catalog"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Catalogs" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Catalogs</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/catalog-data-ingestion"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Catalog Data Ingestion</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/personalize-message-all"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Personalize Message" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Personalize Message</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/linked-content"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Linked Content</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/liquid-tags"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Liquid Tags</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/catalog-send-time-personalization"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Catalog Send-Time Personalization</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/campaign-id-personalization"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Campaign ID Personalization</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/recommendations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Recommendations" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Recommendations</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/creating-a-recommendations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create a Recommendation</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/create-campaigns-using-recommendations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Create Campaigns using Recommendations</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/bulletins"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Bulletins</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/external-trigger"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">External Trigger</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/scribe"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Scribe" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Scribe</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/how-to-write-prompts-for-scribe"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">How to Write Effective Prompts for Scribe</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sample-syntaxes-for-scribe-prompts"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Sample Syntaxes for Writing Prompts</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/scribe-faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Scribe FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/comprehensive-guide-to-engage-with-users"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Comprehensive Guide to Engage With Users</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Partner Guide</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/technology-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Technology Partners</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/become-a-partner"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Become a Technical Partner</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/analytics-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Analytics Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Analytics Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/amplitude-cohort-import"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Amplitude Import (Cohort)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/amplitude-export"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Amplitude Export</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/amplitude-event-streaming"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Amplitude Event Streaming</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/mixpanel-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Mixpanel Import (Cohort)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/mixpanel-export"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Mixpanel Export</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/attribution"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Attribution Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Attribution Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/adjust"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Adjust</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/airbridge"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Airbridge</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/apptrove"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">AppTrove by Trackier</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/appsflyer"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">AppsFlyer</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/branch"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Branch</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/singular-apsalar"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Singular</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/generic-attribution-partner"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Generic Attribution Partner</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/contextual-location-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Contextual Location Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Contextual Location Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/open-weather"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">OpenWeather</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/plot-projects"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Plot Projects</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/crash-analytics-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Crash Analytics Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Crash Analytics Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/apteligent"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Apteligent</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/customer-data-platform"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Customer Data Platform" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Customer Data Platform</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/mparticle-export"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">mParticle Export</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/mparticle-import-audience"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">mParticle Import (Audience)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/rudderstack"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">RudderStack</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/segmentcom"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Segment</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/data-warehouse"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Data Warehouse" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Data Warehouse</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/amazon-eventbridge"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Amazon EventBridge</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/data-export-to-aws-s3"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">AWS S3</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a aria-current="page" class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link active" target="_self" href="/docs/bigquery"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">BigQuery</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/data-export-to-gcp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Google Cloud Platform (GCP)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/microsoft-azure"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Microsoft Azure</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/status-alerts-for-exports"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Status Alerts for Exports</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/email-lokalisation-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Localization Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Localization Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/crowdin"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Crowdin</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/lokalise"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Lokalise</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/dynamic-content-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Dynamic Content Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Dynamic Content Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/storyly"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Storyly</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/e-commerce"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for E-Commerce" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">E-Commerce</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/shopify"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Shopify</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/email-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Email" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/amazon-simple-email-service"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Amazon Simple Email Service</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/mandrill"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Mandrill</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/postmark"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Postmark</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sendgrid"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SendGrid</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/generic-smtp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Generic SMTP</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/deeplinking-with-branch"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Deeplinking with Branch</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/email_providers_operations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Provider Operations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/enabling-previews"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Enable Email Inbox Previews</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/gmail-google-apps"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Gmail/Google Apps</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/handling-unsubscribes"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Handling Unsubscribes</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/override-link-tracking"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Override Link Tracking</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/email-validator-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Email Validator Partner" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Email Validator Partner</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/clearout"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Clearout</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/import"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Import" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Import</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://developer.clevertap.com/docs/imports-via-sftp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Imports via SFTP</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/csv-upload"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">CSV Upload</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/payments"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Payments" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Payments</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/revenuecat"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">RevenueCat</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/loyalty-partner"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Loyalty Partner" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Loyalty Partner</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/talonone"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Talon.One</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/messenger-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Messenger Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Messenger Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/line-messenger"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">LINE Messenger</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sendbird-business-messaging"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Sendbird Business Messaging</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/remarketing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Remarketing" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Remarketing</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/facebook-audience-network-1"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Facebook Audience Network</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/google-adwords-remarketing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Google Ads Remarketing</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/tiktok-remarketing-1"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">TikTok Remarketing</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/messaging-template"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Messaging Template" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Messaging Template</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/taxi-for-email"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Taxi for Email</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/sms-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for SMS" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMS</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/generic-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">BulkSMS</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/exotel"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Exotel</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/msg91"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">MSG91</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/netcore"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Netcore</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/nexmo"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Nexmo/Voynage</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/generic-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Nimbus SMS</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/generic-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Plivo</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/generic-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMSINDIAHUB</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" data-active="" href="https://docs.clevertap.com/docs/generic-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">TextLocal</span></span><i aria-hidden="true" class="Sidebar-link-externalIcon1RcnjKm-3Ft8 icon-arrow-up-right"></i></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/times-mobile"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Times Mobile</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/twilio"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Twilio</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/generic-sms"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Generic SMS</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/sms-provider-operations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">SMS Provider Operations</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/support-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Support Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Support Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/zendesk"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Zendesk</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/social"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for WhatsApp" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">WhatsApp</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/clevertap-bsp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">CleverTap</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/gupshup"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Gupshup</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/generic-whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Generic WhatsApp</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/nexmo-whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Nexmo</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/exotel-whatsapp"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Exotel</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/haptik"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Haptik</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/kaleyra"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Kaleyra</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/infobip"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Infobip</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/workflow-automation-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Workflow Automation Partners" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Workflow Automation Partners</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/zapier"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Zapier</span></span></a></li></ul></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">CleverTap for Startups</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/clevertap-for-startups-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Overview</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/plans-and-programs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Plans and Programs</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 Sidebar-link_parent3OBrzjAJRSfq text-wrap rm-Sidebar-link" target="_self" href="/docs/billing"><span class="Sidebar-link-textLuTE1ySm4Kqn"><button aria-expanded="false" aria-label="Show subpages for Billing" class="Sidebar-link-buttonWrapper3hnFHNku8_BJ"><i class="Sidebar-link-expandIcon2yVH6SarI6NW icon-chevron-rightward"></i></button><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Billing</span></span></a><ul class="subpages Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/payment-and-overages"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Payments and Overages</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless subpage text-wrap rm-Sidebar-link" target="_self" href="/docs/clevertap-for-startups-billing-faqs"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Billing and Overages: FAQs</span></span></a></li></ul></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/setup-integration"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Setup and Integration</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/clevertap-for-startups-technology-partners"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">CleverTap for Startups: Technology Partners</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/features-add-ons"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Features and Add-ons</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/account-and-data-management"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Account and Data Management</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">FAQ</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/faq"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">FAQs</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Security and Compliance</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/security-overview"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Security Overview</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/att"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">App Tracking Transparency (ATT)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/compliance-certifications"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Compliance & Certifications</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/message-archiving"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Message Archiving</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/gdpr"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">General Data Protection Regulation (GDPR)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/manage-personal-information"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Manage Personal Information</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/account-2fa"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Two-Factor Authentication (2FA)</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/ip-whitelisting"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">IP Whitelisting</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/single-sign-on-sso"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Single Sign On (SSO)</span></span></a></li></ul></section><section class="Sidebar-listWrapper6Q9_yUrG906C rm-Sidebar-section"><h2 class="Sidebar-headingTRQyOa2pk0gh rm-Sidebar-heading">Resources</h2><ul class="Sidebar-list3cZWQLaBf9k8 rm-Sidebar-list"><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/platform-considerations"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Platform Considerations</span></span></a></li><li class="Sidebar-item23D-2Kd61_k3"><a class="Sidebar-link2Dsha-r-GKh2 childless text-wrap rm-Sidebar-link" target="_self" href="/docs/support-ticket"><span class="Sidebar-link-textLuTE1ySm4Kqn"><span class="Sidebar-link-text_label1gCT_uPnx7Gu">Support Ticket</span></span></a></li></ul></section></div></nav><article class="rm-Article " id="content"><header id="content-head"><div class="row clearfix"><div class="col-xs-9"><h1>BigQuery</h1><div class="excerpt"><div class="rm-Markdown markdown-body" data-testid="RDMD"><p>Data Warehousing and Analytics Platform</p></div></div></div><div class="col-xs-3"><a class="suggestEdits" rel="nofollow" href="/edit/bigquery"><i aria-hidden="true" class="icon icon-edit"></i> Suggest Edits</a></div></div></header><div class="grid-container-fluid" id="content-container"><section class="content-body grid-75"><div dehydrated="<h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="overview"></div><div class="heading-text"><div id="section-overview" class="heading-anchor_backwardsCompatibility"></div>Overview</div><a aria-label="Skip link to Overview" class="heading-anchor-icon fa fa-anchor" href="#overview"></a></h1> <p><a href="https://cloud.google.com/bigquery" target="" title="">BigQuery</a> is Google&#x27;s cloud-based data warehousing and analytics platform. It enables users to store and analyze large amounts of data quickly and in a cost-effective manner. BigQuery integrates with several other Google Cloud Services (GCS). It supports various data sources, including CSV, JSON, Avro, Parquet, and ORC. </p> <p>CleverTap integration with BigQuery through GCS allows you to export your CleverTap data to BigQuery for further analysis and reporting. This document describes how to integrate and analyze your CleverTap data in BigQuery.</p> <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Note</p></h2><p>For any issues or questions related to the integration, you can reach out to the CleverTap Support Team for assistance.</p></blockquote> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="key-benefits"></div><div class="heading-text"><div id="section-key-benefits" class="heading-anchor_backwardsCompatibility"></div>Key Benefits</div><a aria-label="Skip link to Key Benefits" class="heading-anchor-icon fa fa-anchor" href="#key-benefits"></a></h1> <p>Integrating BigQuery with CleverTap empowers businesses to unlock the full potential of their customer data, enabling advanced analytics, improved decision-making, personalized engagements, and scalable data processing.</p> <p>Here are some of the key benefits of this integration:</p> <ul> <li><strong>Data Centralization:</strong> You can centralize your customer data in one location. This allows for comprehensive analysis and reporting, as well as the ability to combine data from various sources for a holistic view of customer interactions.</li> <li><strong>Enhanced Data Insights:</strong> By combining CleverTap&#x27;s user engagement data with BigQuery&#x27;s robust analytics capabilities, you gain deeper insights into user behavior, preferences, and interactions. This enables you to understand your customers better and make informed decisions based on comprehensive data.</li> <li><strong>Real-time Data Access:</strong> Allows you to access real-time user data in BigQuery&#x27;s data warehouse. This instant data availability empowers you to perform dynamic and up-to-the-minute analysis. It drives faster reactions to changing customer trends.</li> <li><strong>Scalability and Performance:</strong> Integrating with CleverTap allows you to process and analyze vast amounts of customer data rapidly, ensuring high performance and scalability as your data volume grows. BigQuery&#x27;s ability to handle large datasets without compromising performance ensures you can keep up with increasing user demands.</li> <li><strong>Scheduled Data Streaming:</strong> You can schedule regular data exports from CleverTap to BigQuery and eliminate the need for manual data exports. This allows you to automate the CleverTap data transfer to BigQuery at recurring intervals, typically every 4 hours. While real-time streaming is not possible due to the minimum 4-hour delay between exports, this approach still provides a timely and efficient way to synchronize your CleverTap data with BigQuery. Scheduled data streaming ensures access to up-to-date customer data for analysis and decision-making.</li> <li><strong>Enhanced Segmentation and Targeting:</strong> You can perform advanced segmentation and targeting of your CleverTap audience with this integration. This enables you to create highly personalized and targeted campaigns based on CleverTap&#x27;s behavioral and demographic data. This precision targeting enhances the effectiveness of your marketing campaigns.</li> <li><strong>Predictive Analytics:</strong> By leveraging CleverTap&#x27;s behavioral analytics with BigQuery&#x27;s data processing capabilities, you can implement predictive models to anticipate customer behavior. This empowers you to take proactive measures and optimize user experiences.</li> <li><strong>Customized Reporting and Visualization:</strong> With CleverTap and BigQuery working together, by integrating CleverTap with BigQuery, you can create custom reports and visualizations using the data visualization tools of your choice. This allows for tailored reporting and visualization based on your specific business requirements and provides flexibility in data presentation.</li> <li><strong>Data Security and Reliability:</strong> CleverTap and BigQuery are designed with security and reliability in mind. The integration ensures that your data is protected and readily available whenever needed, giving you peace of mind about data management.</li> </ul> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="prerequisites-for-integration"></div><div class="heading-text"><div id="section-prerequisites-for-integration" class="heading-anchor_backwardsCompatibility"></div>Prerequisites for Integration</div><a aria-label="Skip link to Prerequisites for Integration" class="heading-anchor-icon fa fa-anchor" href="#prerequisites-for-integration"></a></h1> <p>Before you begin the integration, ensure that you have the following:</p> <ul> <li>A CleverTap account with the required access to create an export from CleverTap.</li> <li>A GCS project with a Service Account and the necessary permissions to access BigQuery, Cloud Storage, and Cloud Functions.</li> <li>Integrated Google Cloud with CleverTap. For more information, refer to <a href="/docs/data-export-to-gcp#integrate-gcp-with-clevertap" target="" title="" class="doc-link" data-sidebar="data-export-to-gcp#integrate-gcp-with-clevertap">Integrated Google Cloud with CleverTap</a>.</li> <li>An <a href="https://cloud.google.com/storage/docs/access-control/iam-roles" target="" title="">IAM user</a> with the necessary permissions to access BigQuery and Cloud Storage.</li> </ul> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="export-from-clevertap-to-bigquery"></div><div class="heading-text"><div id="section-export-from-clever-tap-to-big-query" class="heading-anchor_backwardsCompatibility"></div>Export from CleverTap to BigQuery</div><a aria-label="Skip link to Export from CleverTap to BigQuery" class="heading-anchor-icon fa fa-anchor" href="#export-from-clevertap-to-bigquery"></a></h1> <p>To perform the export from CleverTap to BigQuery:</p> <ol> <li><a href="/docs/bigquery#set-up-clevertap-export" target="" title="" class="doc-link" data-sidebar="bigquery#set-up-clevertap-export">Set Up CleverTap Export</a></li> <li><a href="/docs/bigquery#store-the-data-in-bigquery" target="" title="" class="doc-link" data-sidebar="bigquery#store-the-data-in-bigquery">Store the Data in BigQuery</a></li> <li><a href="/docs/bigquery#verify-the-incoming-data" target="" title="" class="doc-link" data-sidebar="bigquery#verify-the-incoming-data">Verify the Incoming Data</a></li> <li><a href="/docs/bigquery#set-up-a-recurring-data-transfer-service" target="" title="" class="doc-link" data-sidebar="bigquery#set-up-a-recurring-data-transfer-service">Set Up a Recurring Data Transfer Service</a></li> </ol> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="set-up-clevertap-export"></div><div class="heading-text"><div id="section-set-up-clever-tap-export" class="heading-anchor_backwardsCompatibility"></div>Set Up CleverTap Export</div><a aria-label="Skip link to Set Up CleverTap Export" class="heading-anchor-icon fa fa-anchor" href="#set-up-clevertap-export"></a></h2> <p>Create a CleverTap export file that exports your data to a Google Cloud Storage (GCS) bucket in a specified format such as JSON, XML, CSV, or Parquet. Configure the export profile to run at a specific interval, for example, every 4 hours. The below image shows the <em>Notification Sent</em> event export.</p> <figure><span aria-label="Export the Notification Sent Data to Google Cloud" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Export the Notification Sent Data to Google Cloud" loading="lazy" src="https://files.readme.io/ec2fbcb-image.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Export the Notification Sent Data to Google Cloud</p></figcaption></figure> <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Establish Connection</p></h2><p>Ensure that the CleverTap export file is configured to a designated GCS bucket. This is required to establish a connection between CleverTap and GCS.</p></blockquote> <p>After the export is completed, it appears on the <em>Exports</em> page.</p> <figure><span aria-label="View Exported Data on the CleverTap Dashboard" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="View Exported Data on the CleverTap Dashboard" loading="lazy" src="https://files.readme.io/4471b4b-image.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>View Exported Data on the CleverTap Dashboard</p></figcaption></figure> <h3 class="heading heading-3 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="view-exported-data-in-gcs-bucket"></div><div class="heading-text"><div id="section-view-exported-data-in-gcs-bucket" class="heading-anchor_backwardsCompatibility"></div>View Exported Data in GCS Bucket</div><a aria-label="Skip link to View Exported Data in GCS Bucket" class="heading-anchor-icon fa fa-anchor" href="#view-exported-data-in-gcs-bucket"></a></h3> <p>To view the exported data in the GCS bucket, enter the Export ID in the filter option as shown below:</p> <figure><span aria-label="View Exported Data in GCS Bucket" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="View Exported Data in GCS Bucket" loading="lazy" src="https://files.readme.io/95a4c4d-Notification_Sent.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>View Exported Data in GCS Bucket</p></figcaption></figure> <p>To find the Export ID, check the <em>Export details</em> column on the <em>Export</em> page.</p> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="store-the-data-in-bigquery"></div><div class="heading-text"><div id="section-store-the-data-in-big-query" class="heading-anchor_backwardsCompatibility"></div>Store the Data in BigQuery</div><a aria-label="Skip link to Store the Data in BigQuery" class="heading-anchor-icon fa fa-anchor" href="#store-the-data-in-bigquery"></a></h2> <p>Suppose you have an e-commerce website, and you want to store and analyze your CleverTap data of <em>Notification Sent</em> events using BigQuery. To achieve this use case, you need to create the following:</p> <ul> <li><a href="/docs/bigquery#datasets" target="" title="" class="doc-link" data-sidebar="bigquery#datasets">Datasets</a></li> <li><a href="/docs/bigquery#tables" target="" title="" class="doc-link" data-sidebar="bigquery#tables">Tables</a></li> </ul> <h3 class="heading heading-3 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="datasets"></div><div class="heading-text"><div id="section-datasets" class="heading-anchor_backwardsCompatibility"></div>Datasets</div><a aria-label="Skip link to Datasets" class="heading-anchor-icon fa fa-anchor" href="#datasets"></a></h3> <p>To store the data in BigQuery, you must first create a <a href="https://cloud.google.com/bigquery/docs/datasets-intro" target="" title="">dataset</a>. Consider a dataset as a folder containing tables, views, and other BigQuery objects. For our use case, let&#x27;s create a dataset called <em>CleverTap_Data</em>. This dataset will act as a container to organize and manage all the tables and information related to CleverTap data.</p> <p>To create a dataset in BigQuery:</p> <ol> <li>Open the Google Cloud Console at <a href="https://console.cloud.google.com/" target="" title="">console.cloud.google.com</a>.</li> <li>Select your project or create a new project if required.</li> <li>From the navigation menu on the left, click <strong>BigQuery</strong> to access the BigQuery Console.</li> <li>Choose a Project. If you have multiple projects, ensure you select the correct project where you want to create the dataset.</li> <li>Click the<span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/b927780-Ellipsis_Bigquery_1.png" align="" caption="" height="auto" title="" width="auto"/></span></span> icon from your project name and click <strong>Create dataset</strong> from the context menu.</li> <li>In the <em>Create Dataset</em> dialog box, enter a unique name for your dataset. Choose a name that conveys the purpose or content of the data you will store within it.</li> <li>Select the location for your dataset. It determines the geographical region where the data will be physically stored. Choose a location that aligns with your data residency requirements.</li> <li>Click <strong>Create dataset</strong>.</li> </ol> <figure><span aria-label="Create a Dataset" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Create a Dataset" loading="lazy" src="https://files.readme.io/800803e-Create_Dataset_CleverTap_Data.gif" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Create a Dataset</p></figcaption></figure> <p>For more information, refer to <a href="https://cloud.google.com/bigquery/docs/datasets" target="" title="">Create Datasets</a>.</p> <h3 class="heading heading-3 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="tables"></div><div class="heading-text"><div id="section-tables" class="heading-anchor_backwardsCompatibility"></div>Tables</div><a aria-label="Skip link to Tables" class="heading-anchor-icon fa fa-anchor" href="#tables"></a></h3> <p>Let us consider <a href="https://cloud.google.com/bigquery/docs/tables-intro" target="" title="">tables</a> as spreadsheets within the <em>CleverTap_Data</em> dataset. Each table consists of columns (similar to columns in a spreadsheet) that define the specific data fields you want to capture. For example, the <em>user_id</em>, <em>event_name</em>, <em>campaign_name</em> and <em>campaign_id</em>.</p> <p>Once you have created a dataset in BigQuery, you can create tables within that dataset to store your data. Creating tables in BigQuery enables you to structure and store your data for efficient analysis and querying. By defining the table schema and optionally loading data, you can effectively organize your datasets and leverage the power of BigQuery for data analytics and exploration.</p> <p>By creating these tables within the <em>CleverTap_Data</em> dataset, you can easily organize and analyze your customer data. You can run queries to extract insights, perform calculations, and generate reports based on the information stored in these tables.</p> <p>To create a table in BigQuery:</p> <ol> <li>Locate and click the dataset name where you want to create the table in the BigQuery console. The dataset will expand to display its contents.</li> <li>Click the <strong>Create table</strong> button or the ellipsis icon<span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/d7ba75b-Ellipsis_Bigquery_1.png" align="" caption="" height="auto" title="" width="auto"/></span></span>on dataset name and click <strong>Create table</strong> from the context menu. This will open the table creation form.</li> <li>Configure the below Table Settings: <ol> <li>From <em>Source</em>, select <strong>Google Cloud Service</strong> in the <em>Create table form</em> field.</li> <li>Browse your GCS bucket and choose the <em>Notification Sent</em> file to transfer its data.</li> <li>Select <strong>CSV</strong> in the <em>File format</em> option.</li> <li>From <em>Destination</em>, select the <em>Project</em> and <em>Dataset</em> where you want to transfer the data.</li> <li>Provide a unique name for your table in the <em>Table</em> field. We recommend you choose a descriptive name that reflects the purpose or content of the table. This helps you to identify the event data that you will transfer to the table. For this example, enter the table name as <strong>Notification Sent</strong>, which means that every event export file with the name <em>Notification Sent</em> will append to this table.</li> <li>Select the <em>Table type</em> as <strong>Native table</strong> to store data from your Google Cloud Storage bucket.</li> </ol> </li> <li>Click <strong>Create table</strong>.</li> </ol> <figure><span aria-label="Create a Table" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Create a Table" loading="lazy" src="https://files.readme.io/8a0de62-Create_Table.gif" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Create a Table</p></figcaption></figure> <p>Once the table is created, you can view and manage it within the dataset. The table will be listed along with any other existing tables in the dataset. From the table view, you can perform operations such as running queries, modifying the table schema, setting access controls, and managing table properties. You can also configure table-specific settings, such as expiration policies, which automatically delete the table or its partitions after a specific time period. For more information, refer to <a href="https://cloud.google.com/bigquery/docs/tables" target="" title="">Create Tables</a>.</p> <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Note</p></h2><p>In the above use case, the dataset <em>CleverTap_Data</em> acts as a container or folder, while the table <em>Notification Sent</em> acts as individual tables, each storing specific types of information related to customer data.</p></blockquote> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="verify-the-incoming-data"></div><div class="heading-text"><div id="section-verify-the-incoming-data" class="heading-anchor_backwardsCompatibility"></div>Verify the Incoming Data</div><a aria-label="Skip link to Verify the Incoming Data" class="heading-anchor-icon fa fa-anchor" href="#verify-the-incoming-data"></a></h2> <p>Before you configure the Data Transfer, you need to verify if your data has been correctly loaded and that the schema is in place. To verify the incoming data:</p> <ol> <li>Navigate to the <em>Explorer</em> dashboard.</li> <li>Click the table in the sidebar. The <em>SCHEMA</em> page opens:</li> </ol> <figure><span aria-label="View Schema" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="View Schema" loading="lazy" src="https://files.readme.io/3a15bfa-Schema.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>View Schema</p></figcaption></figure> <ol start="3"> <li>Click the <strong>PREVIEW</strong> tab to verify the incoming data.</li> </ol> <figure><span aria-label="Preview the Incoming Data" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Preview the Incoming Data" loading="lazy" src="https://files.readme.io/396ef38-Preview.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Preview the Incoming Data</p></figcaption></figure> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="set-up-a-recurring-data-transfer-service"></div><div class="heading-text"><div id="section-set-up-a-recurring-data-transfer-service" class="heading-anchor_backwardsCompatibility"></div>Set Up a Recurring Data Transfer Service</div><a aria-label="Skip link to Set Up a Recurring Data Transfer Service" class="heading-anchor-icon fa fa-anchor" href="#set-up-a-recurring-data-transfer-service"></a></h2> <p>Finally, set up a recurring data transfer service to move the exported data from GCS to BigQuery. The Data Transfer setup transfers the data from GCS to BigQuery. Create a <a href="https://cloud.google.com/bigquery/docs/cloud-storage-transfer" target="" title="">Cloud Storage Transfer</a> from BigQuery that triggers a data transfer pipeline at the same interval as the export file. For example, every 4 hours).</p> <p>To set up a recurring data transfer service: </p> <ol> <li>Navigate to <em>BigQuery</em> &gt; <em>Data Transfer</em> from the Google Cloud console.</li> <li>Click <strong>Create Transfer</strong>.</li> <li>On the <em>Create Transfer</em> page:</li> </ol> <ul> <li>In the <em>Source type</em> section, from <em>Source</em> drop-down, select <em>Google Cloud Storage</em>.</li> </ul> <figure><span aria-label="Source Type" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Source Type" loading="lazy" src="https://files.readme.io/588d34e-Source_Type_Bigquery.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Source Type</p></figcaption></figure> <ul> <li>In the <em>Transfer config name</em> field, from the <em>Display name</em>, enter a name for the transfer, such as <em>Notification_Sent_Data</em>. The transfer name can be any value that allows you to easily identify the transfer if you need to modify it later.</li> </ul> <figure><span aria-label="Transfer Config Name" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Transfer Config Name" loading="lazy" src="https://files.readme.io/a2626c1-Transfer_config_name.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Transfer Config Name</p></figcaption></figure> <ul> <li>In the <em>Schedule options</em> section, set the <em>Repeat frequencies</em> for the schedule. You may either choose the default value as <strong>Start now</strong> to schedule the export immediately or click <strong>Start at a set time</strong> to schedule the export at a later time.</li> </ul> <figure><span aria-label="Schedule Options" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Schedule Options" loading="lazy" src="https://files.readme.io/62a5084-Schedule_Options.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Schedule Options</p></figcaption></figure> <ul> <li>In the <em>Destination settings</em> section, from the <em>Destination dataset</em> drop-down, choose the dataset you created to store your data.</li> </ul> <figure><span aria-label="Destination Settings" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Destination Settings" loading="lazy" src="https://files.readme.io/1da5024-Dataset_Name.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Destination Settings</p></figcaption></figure> <ul> <li>In the <em>Data source details</em> section: <ul> <li>In the <em>Destination table</em> field, enter the table name you created to store the data in BigQuery.</li> <li>In the <em>Cloud Storage URI</em> field, browse the <em>Notification_Sent</em> event from the bucket. <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Naming Convention</p></h2><p>When using the Cloud Storage URI to browse for event data, include an asterisk (*) before and after the event name as shown in the image below. This allows the event export table to continuously update with fresh event data.</p></blockquote> </li> <li>From the <em>Write preference</em> drop-down, select <em>APPEND</em>, to append new data to your existing destination table. The default value for <em>Write preference</em> is <em>APPEND</em>.</li> <li>Check the <em>Delete source files after transfer</em> option to delete the source files from the GCS bucket after they are transferred to the BigQuery table. This helps to optimize the cloud storage cost.</li> <li>From the <em>File format</em> drop-down, select the data format you selected while exporting the data from the CleverTap dashboard. We recommend you select the file format as CSV.</li> </ul> </li> </ul> <figure><span aria-label="Data Source Details" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Data Source Details" loading="lazy" src="https://files.readme.io/2084205-Data_Source_Details.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Data Source Details</p></figcaption></figure> <ul> <li>In the <em>Header rows to skip</em> field, we suggest entering at least one row corresponding to the table titles. This ensures that the space for table titles is preserved when transferring the data to the table.</li> </ul> <figure><span aria-label="Header Rows to Skip" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Header Rows to Skip" loading="lazy" src="https://files.readme.io/ad59ab4-Header_Rows_to_Skip.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Header Rows to Skip</p></figcaption></figure> <ol start="4"> <li>Click <strong>Save</strong>.</li> </ol> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="analyze-clevertap-data-in-bigquery"></div><div class="heading-text"><div id="section-analyze-clever-tap-data-in-big-query" class="heading-anchor_backwardsCompatibility"></div>Analyze CleverTap Data in BigQuery</div><a aria-label="Skip link to Analyze CleverTap Data in BigQuery" class="heading-anchor-icon fa fa-anchor" href="#analyze-clevertap-data-in-bigquery"></a></h1> <p>Once the data is exported to BigQuery, you can use SQL queries to analyze your CleverTap data in the BigQuery console or through other BigQuery-compatible tools. For example, you can:</p> <ul> <li>Count the number of user events or actions within a specific time period.</li> <li>Identify user segments based on their activity patterns.</li> <li>Calculate user engagement metrics such as retention rates, churn rates, or conversion rates.</li> <li>Perform cohort analysis to understand user behavior over time.</li> <li>Combine CleverTap data with other datasets in BigQuery for deeper analysis and correlation.</li> </ul> <p>By exporting and analyzing your CleverTap data in BigQuery, you can unlock powerful analytics capabilities and gain valuable insights into your user engagement and retention strategies.</p>" style="margin-left:31px" class="rm-Markdown markdown-body rm-Markdown markdown-body ng-non-bindable" data-testid="RDMD"><h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="overview"></div><div class="heading-text"><div id="section-overview" class="heading-anchor_backwardsCompatibility"></div>Overview</div><a aria-label="Skip link to Overview" class="heading-anchor-icon fa fa-anchor" href="#overview"></a></h1> <p><a target="_self" href="https://cloud.google.com/bigquery">BigQuery</a> is Google's cloud-based data warehousing and analytics platform. It enables users to store and analyze large amounts of data quickly and in a cost-effective manner. BigQuery integrates with several other Google Cloud Services (GCS). It supports various data sources, including CSV, JSON, Avro, Parquet, and ORC. </p> <p>CleverTap integration with BigQuery through GCS allows you to export your CleverTap data to BigQuery for further analysis and reporting. This document describes how to integrate and analyze your CleverTap data in BigQuery.</p> <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Note</p></h2><p>For any issues or questions related to the integration, you can reach out to the CleverTap Support Team for assistance.</p></blockquote> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="key-benefits"></div><div class="heading-text"><div id="section-key-benefits" class="heading-anchor_backwardsCompatibility"></div>Key Benefits</div><a aria-label="Skip link to Key Benefits" class="heading-anchor-icon fa fa-anchor" href="#key-benefits"></a></h1> <p>Integrating BigQuery with CleverTap empowers businesses to unlock the full potential of their customer data, enabling advanced analytics, improved decision-making, personalized engagements, and scalable data processing.</p> <p>Here are some of the key benefits of this integration:</p> <ul> <li><strong>Data Centralization:</strong> You can centralize your customer data in one location. This allows for comprehensive analysis and reporting, as well as the ability to combine data from various sources for a holistic view of customer interactions.</li> <li><strong>Enhanced Data Insights:</strong> By combining CleverTap's user engagement data with BigQuery's robust analytics capabilities, you gain deeper insights into user behavior, preferences, and interactions. This enables you to understand your customers better and make informed decisions based on comprehensive data.</li> <li><strong>Real-time Data Access:</strong> Allows you to access real-time user data in BigQuery's data warehouse. This instant data availability empowers you to perform dynamic and up-to-the-minute analysis. It drives faster reactions to changing customer trends.</li> <li><strong>Scalability and Performance:</strong> Integrating with CleverTap allows you to process and analyze vast amounts of customer data rapidly, ensuring high performance and scalability as your data volume grows. BigQuery's ability to handle large datasets without compromising performance ensures you can keep up with increasing user demands.</li> <li><strong>Scheduled Data Streaming:</strong> You can schedule regular data exports from CleverTap to BigQuery and eliminate the need for manual data exports. This allows you to automate the CleverTap data transfer to BigQuery at recurring intervals, typically every 4 hours. While real-time streaming is not possible due to the minimum 4-hour delay between exports, this approach still provides a timely and efficient way to synchronize your CleverTap data with BigQuery. Scheduled data streaming ensures access to up-to-date customer data for analysis and decision-making.</li> <li><strong>Enhanced Segmentation and Targeting:</strong> You can perform advanced segmentation and targeting of your CleverTap audience with this integration. This enables you to create highly personalized and targeted campaigns based on CleverTap's behavioral and demographic data. This precision targeting enhances the effectiveness of your marketing campaigns.</li> <li><strong>Predictive Analytics:</strong> By leveraging CleverTap's behavioral analytics with BigQuery's data processing capabilities, you can implement predictive models to anticipate customer behavior. This empowers you to take proactive measures and optimize user experiences.</li> <li><strong>Customized Reporting and Visualization:</strong> With CleverTap and BigQuery working together, by integrating CleverTap with BigQuery, you can create custom reports and visualizations using the data visualization tools of your choice. This allows for tailored reporting and visualization based on your specific business requirements and provides flexibility in data presentation.</li> <li><strong>Data Security and Reliability:</strong> CleverTap and BigQuery are designed with security and reliability in mind. The integration ensures that your data is protected and readily available whenever needed, giving you peace of mind about data management.</li> </ul> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="prerequisites-for-integration"></div><div class="heading-text"><div id="section-prerequisites-for-integration" class="heading-anchor_backwardsCompatibility"></div>Prerequisites for Integration</div><a aria-label="Skip link to Prerequisites for Integration" class="heading-anchor-icon fa fa-anchor" href="#prerequisites-for-integration"></a></h1> <p>Before you begin the integration, ensure that you have the following:</p> <ul> <li>A CleverTap account with the required access to create an export from CleverTap.</li> <li>A GCS project with a Service Account and the necessary permissions to access BigQuery, Cloud Storage, and Cloud Functions.</li> <li>Integrated Google Cloud with CleverTap. For more information, refer to <a target="_self" href="/docs/data-export-to-gcp#integrate-gcp-with-clevertap">Integrated Google Cloud with CleverTap</a>.</li> <li>An <a target="_self" href="https://cloud.google.com/storage/docs/access-control/iam-roles">IAM user</a> with the necessary permissions to access BigQuery and Cloud Storage.</li> </ul> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="export-from-clevertap-to-bigquery"></div><div class="heading-text"><div id="section-export-from-clever-tap-to-big-query" class="heading-anchor_backwardsCompatibility"></div>Export from CleverTap to BigQuery</div><a aria-label="Skip link to Export from CleverTap to BigQuery" class="heading-anchor-icon fa fa-anchor" href="#export-from-clevertap-to-bigquery"></a></h1> <p>To perform the export from CleverTap to BigQuery:</p> <ol> <li><a target="_self" href="/docs/bigquery#set-up-clevertap-export">Set Up CleverTap Export</a></li> <li><a target="_self" href="/docs/bigquery#store-the-data-in-bigquery">Store the Data in BigQuery</a></li> <li><a target="_self" href="/docs/bigquery#verify-the-incoming-data">Verify the Incoming Data</a></li> <li><a target="_self" href="/docs/bigquery#set-up-a-recurring-data-transfer-service">Set Up a Recurring Data Transfer Service</a></li> </ol> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="set-up-clevertap-export"></div><div class="heading-text"><div id="section-set-up-clever-tap-export" class="heading-anchor_backwardsCompatibility"></div>Set Up CleverTap Export</div><a aria-label="Skip link to Set Up CleverTap Export" class="heading-anchor-icon fa fa-anchor" href="#set-up-clevertap-export"></a></h2> <p>Create a CleverTap export file that exports your data to a Google Cloud Storage (GCS) bucket in a specified format such as JSON, XML, CSV, or Parquet. Configure the export profile to run at a specific interval, for example, every 4 hours. The below image shows the <em>Notification Sent</em> event export.</p> <figure><span aria-label="Export the Notification Sent Data to Google Cloud" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Export the Notification Sent Data to Google Cloud" loading="lazy" src="https://files.readme.io/ec2fbcb-image.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Export the Notification Sent Data to Google Cloud</p></figcaption></figure> <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Establish Connection</p></h2><p>Ensure that the CleverTap export file is configured to a designated GCS bucket. This is required to establish a connection between CleverTap and GCS.</p></blockquote> <p>After the export is completed, it appears on the <em>Exports</em> page.</p> <figure><span aria-label="View Exported Data on the CleverTap Dashboard" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="View Exported Data on the CleverTap Dashboard" loading="lazy" src="https://files.readme.io/4471b4b-image.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>View Exported Data on the CleverTap Dashboard</p></figcaption></figure> <h3 class="heading heading-3 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="view-exported-data-in-gcs-bucket"></div><div class="heading-text"><div id="section-view-exported-data-in-gcs-bucket" class="heading-anchor_backwardsCompatibility"></div>View Exported Data in GCS Bucket</div><a aria-label="Skip link to View Exported Data in GCS Bucket" class="heading-anchor-icon fa fa-anchor" href="#view-exported-data-in-gcs-bucket"></a></h3> <p>To view the exported data in the GCS bucket, enter the Export ID in the filter option as shown below:</p> <figure><span aria-label="View Exported Data in GCS Bucket" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="View Exported Data in GCS Bucket" loading="lazy" src="https://files.readme.io/95a4c4d-Notification_Sent.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>View Exported Data in GCS Bucket</p></figcaption></figure> <p>To find the Export ID, check the <em>Export details</em> column on the <em>Export</em> page.</p> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="store-the-data-in-bigquery"></div><div class="heading-text"><div id="section-store-the-data-in-big-query" class="heading-anchor_backwardsCompatibility"></div>Store the Data in BigQuery</div><a aria-label="Skip link to Store the Data in BigQuery" class="heading-anchor-icon fa fa-anchor" href="#store-the-data-in-bigquery"></a></h2> <p>Suppose you have an e-commerce website, and you want to store and analyze your CleverTap data of <em>Notification Sent</em> events using BigQuery. To achieve this use case, you need to create the following:</p> <ul> <li><a target="_self" href="/docs/bigquery#datasets">Datasets</a></li> <li><a target="_self" href="/docs/bigquery#tables">Tables</a></li> </ul> <h3 class="heading heading-3 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="datasets"></div><div class="heading-text"><div id="section-datasets" class="heading-anchor_backwardsCompatibility"></div>Datasets</div><a aria-label="Skip link to Datasets" class="heading-anchor-icon fa fa-anchor" href="#datasets"></a></h3> <p>To store the data in BigQuery, you must first create a <a target="_self" href="https://cloud.google.com/bigquery/docs/datasets-intro">dataset</a>. Consider a dataset as a folder containing tables, views, and other BigQuery objects. For our use case, let's create a dataset called <em>CleverTap_Data</em>. This dataset will act as a container to organize and manage all the tables and information related to CleverTap data.</p> <p>To create a dataset in BigQuery:</p> <ol> <li>Open the Google Cloud Console at <a target="_self" href="https://console.cloud.google.com/">console.cloud.google.com</a>.</li> <li>Select your project or create a new project if required.</li> <li>From the navigation menu on the left, click <strong>BigQuery</strong> to access the BigQuery Console.</li> <li>Choose a Project. If you have multiple projects, ensure you select the correct project where you want to create the dataset.</li> <li>Click the<span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/b927780-Ellipsis_Bigquery_1.png" align="" caption="" height="auto" title="" width="auto"/></span></span> icon from your project name and click <strong>Create dataset</strong> from the context menu.</li> <li>In the <em>Create Dataset</em> dialog box, enter a unique name for your dataset. Choose a name that conveys the purpose or content of the data you will store within it.</li> <li>Select the location for your dataset. It determines the geographical region where the data will be physically stored. Choose a location that aligns with your data residency requirements.</li> <li>Click <strong>Create dataset</strong>.</li> </ol> <figure><span aria-label="Create a Dataset" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Create a Dataset" loading="lazy" src="https://files.readme.io/800803e-Create_Dataset_CleverTap_Data.gif" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Create a Dataset</p></figcaption></figure> <p>For more information, refer to <a target="_self" href="https://cloud.google.com/bigquery/docs/datasets">Create Datasets</a>.</p> <h3 class="heading heading-3 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="tables"></div><div class="heading-text"><div id="section-tables" class="heading-anchor_backwardsCompatibility"></div>Tables</div><a aria-label="Skip link to Tables" class="heading-anchor-icon fa fa-anchor" href="#tables"></a></h3> <p>Let us consider <a target="_self" href="https://cloud.google.com/bigquery/docs/tables-intro">tables</a> as spreadsheets within the <em>CleverTap_Data</em> dataset. Each table consists of columns (similar to columns in a spreadsheet) that define the specific data fields you want to capture. For example, the <em>user_id</em>, <em>event_name</em>, <em>campaign_name</em> and <em>campaign_id</em>.</p> <p>Once you have created a dataset in BigQuery, you can create tables within that dataset to store your data. Creating tables in BigQuery enables you to structure and store your data for efficient analysis and querying. By defining the table schema and optionally loading data, you can effectively organize your datasets and leverage the power of BigQuery for data analytics and exploration.</p> <p>By creating these tables within the <em>CleverTap_Data</em> dataset, you can easily organize and analyze your customer data. You can run queries to extract insights, perform calculations, and generate reports based on the information stored in these tables.</p> <p>To create a table in BigQuery:</p> <ol> <li>Locate and click the dataset name where you want to create the table in the BigQuery console. The dataset will expand to display its contents.</li> <li>Click the <strong>Create table</strong> button or the ellipsis icon<span aria-label="" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="" loading="lazy" src="https://files.readme.io/d7ba75b-Ellipsis_Bigquery_1.png" align="" caption="" height="auto" title="" width="auto"/></span></span>on dataset name and click <strong>Create table</strong> from the context menu. This will open the table creation form.</li> <li>Configure the below Table Settings: <ol> <li>From <em>Source</em>, select <strong>Google Cloud Service</strong> in the <em>Create table form</em> field.</li> <li>Browse your GCS bucket and choose the <em>Notification Sent</em> file to transfer its data.</li> <li>Select <strong>CSV</strong> in the <em>File format</em> option.</li> <li>From <em>Destination</em>, select the <em>Project</em> and <em>Dataset</em> where you want to transfer the data.</li> <li>Provide a unique name for your table in the <em>Table</em> field. We recommend you choose a descriptive name that reflects the purpose or content of the table. This helps you to identify the event data that you will transfer to the table. For this example, enter the table name as <strong>Notification Sent</strong>, which means that every event export file with the name <em>Notification Sent</em> will append to this table.</li> <li>Select the <em>Table type</em> as <strong>Native table</strong> to store data from your Google Cloud Storage bucket.</li> </ol> </li> <li>Click <strong>Create table</strong>.</li> </ol> <figure><span aria-label="Create a Table" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Create a Table" loading="lazy" src="https://files.readme.io/8a0de62-Create_Table.gif" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Create a Table</p></figcaption></figure> <p>Once the table is created, you can view and manage it within the dataset. The table will be listed along with any other existing tables in the dataset. From the table view, you can perform operations such as running queries, modifying the table schema, setting access controls, and managing table properties. You can also configure table-specific settings, such as expiration policies, which automatically delete the table or its partitions after a specific time period. For more information, refer to <a target="_self" href="https://cloud.google.com/bigquery/docs/tables">Create Tables</a>.</p> <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Note</p></h2><p>In the above use case, the dataset <em>CleverTap_Data</em> acts as a container or folder, while the table <em>Notification Sent</em> acts as individual tables, each storing specific types of information related to customer data.</p></blockquote> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="verify-the-incoming-data"></div><div class="heading-text"><div id="section-verify-the-incoming-data" class="heading-anchor_backwardsCompatibility"></div>Verify the Incoming Data</div><a aria-label="Skip link to Verify the Incoming Data" class="heading-anchor-icon fa fa-anchor" href="#verify-the-incoming-data"></a></h2> <p>Before you configure the Data Transfer, you need to verify if your data has been correctly loaded and that the schema is in place. To verify the incoming data:</p> <ol> <li>Navigate to the <em>Explorer</em> dashboard.</li> <li>Click the table in the sidebar. The <em>SCHEMA</em> page opens:</li> </ol> <figure><span aria-label="View Schema" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="View Schema" loading="lazy" src="https://files.readme.io/3a15bfa-Schema.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>View Schema</p></figcaption></figure> <ol start="3"> <li>Click the <strong>PREVIEW</strong> tab to verify the incoming data.</li> </ol> <figure><span aria-label="Preview the Incoming Data" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Preview the Incoming Data" loading="lazy" src="https://files.readme.io/396ef38-Preview.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Preview the Incoming Data</p></figcaption></figure> <h2 class="heading heading-2 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="set-up-a-recurring-data-transfer-service"></div><div class="heading-text"><div id="section-set-up-a-recurring-data-transfer-service" class="heading-anchor_backwardsCompatibility"></div>Set Up a Recurring Data Transfer Service</div><a aria-label="Skip link to Set Up a Recurring Data Transfer Service" class="heading-anchor-icon fa fa-anchor" href="#set-up-a-recurring-data-transfer-service"></a></h2> <p>Finally, set up a recurring data transfer service to move the exported data from GCS to BigQuery. The Data Transfer setup transfers the data from GCS to BigQuery. Create a <a target="_self" href="https://cloud.google.com/bigquery/docs/cloud-storage-transfer">Cloud Storage Transfer</a> from BigQuery that triggers a data transfer pipeline at the same interval as the export file. For example, every 4 hours).</p> <p>To set up a recurring data transfer service: </p> <ol> <li>Navigate to <em>BigQuery</em> > <em>Data Transfer</em> from the Google Cloud console.</li> <li>Click <strong>Create Transfer</strong>.</li> <li>On the <em>Create Transfer</em> page:</li> </ol> <ul> <li>In the <em>Source type</em> section, from <em>Source</em> drop-down, select <em>Google Cloud Storage</em>.</li> </ul> <figure><span aria-label="Source Type" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Source Type" loading="lazy" src="https://files.readme.io/588d34e-Source_Type_Bigquery.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Source Type</p></figcaption></figure> <ul> <li>In the <em>Transfer config name</em> field, from the <em>Display name</em>, enter a name for the transfer, such as <em>Notification_Sent_Data</em>. The transfer name can be any value that allows you to easily identify the transfer if you need to modify it later.</li> </ul> <figure><span aria-label="Transfer Config Name" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Transfer Config Name" loading="lazy" src="https://files.readme.io/a2626c1-Transfer_config_name.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Transfer Config Name</p></figcaption></figure> <ul> <li>In the <em>Schedule options</em> section, set the <em>Repeat frequencies</em> for the schedule. You may either choose the default value as <strong>Start now</strong> to schedule the export immediately or click <strong>Start at a set time</strong> to schedule the export at a later time.</li> </ul> <figure><span aria-label="Schedule Options" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Schedule Options" loading="lazy" src="https://files.readme.io/62a5084-Schedule_Options.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Schedule Options</p></figcaption></figure> <ul> <li>In the <em>Destination settings</em> section, from the <em>Destination dataset</em> drop-down, choose the dataset you created to store your data.</li> </ul> <figure><span aria-label="Destination Settings" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Destination Settings" loading="lazy" src="https://files.readme.io/1da5024-Dataset_Name.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Destination Settings</p></figcaption></figure> <ul> <li>In the <em>Data source details</em> section: <ul> <li>In the <em>Destination table</em> field, enter the table name you created to store the data in BigQuery.</li> <li>In the <em>Cloud Storage URI</em> field, browse the <em>Notification_Sent</em> event from the bucket. <blockquote class="callout callout_info" theme="📘"><h2 class="callout-heading"><span class="callout-icon">📘</span><p>Naming Convention</p></h2><p>When using the Cloud Storage URI to browse for event data, include an asterisk (*) before and after the event name as shown in the image below. This allows the event export table to continuously update with fresh event data.</p></blockquote> </li> <li>From the <em>Write preference</em> drop-down, select <em>APPEND</em>, to append new data to your existing destination table. The default value for <em>Write preference</em> is <em>APPEND</em>.</li> <li>Check the <em>Delete source files after transfer</em> option to delete the source files from the GCS bucket after they are transferred to the BigQuery table. This helps to optimize the cloud storage cost.</li> <li>From the <em>File format</em> drop-down, select the data format you selected while exporting the data from the CleverTap dashboard. We recommend you select the file format as CSV.</li> </ul> </li> </ul> <figure><span aria-label="Data Source Details" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Data Source Details" loading="lazy" src="https://files.readme.io/2084205-Data_Source_Details.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Data Source Details</p></figcaption></figure> <ul> <li>In the <em>Header rows to skip</em> field, we suggest entering at least one row corresponding to the table titles. This ensures that the space for table titles is preserved when transferring the data to the table.</li> </ul> <figure><span aria-label="Header Rows to Skip" class="img lightbox closed" role="button" tabindex="0"><span class="lightbox-inner"><img alt="Header Rows to Skip" loading="lazy" src="https://files.readme.io/ad59ab4-Header_Rows_to_Skip.png" align="center" class="border" caption="" height="auto" title="" width="auto"/></span></span><figcaption><p>Header Rows to Skip</p></figcaption></figure> <ol start="4"> <li>Click <strong>Save</strong>.</li> </ol> <h1 class="heading heading-1 header-scroll" align=""><div class="heading-anchor anchor waypoint" id="analyze-clevertap-data-in-bigquery"></div><div class="heading-text"><div id="section-analyze-clever-tap-data-in-big-query" class="heading-anchor_backwardsCompatibility"></div>Analyze CleverTap Data in BigQuery</div><a aria-label="Skip link to Analyze CleverTap Data in BigQuery" class="heading-anchor-icon fa fa-anchor" href="#analyze-clevertap-data-in-bigquery"></a></h1> <p>Once the data is exported to BigQuery, you can use SQL queries to analyze your CleverTap data in the BigQuery console or through other BigQuery-compatible tools. For example, you can:</p> <ul> <li>Count the number of user events or actions within a specific time period.</li> <li>Identify user segments based on their activity patterns.</li> <li>Calculate user engagement metrics such as retention rates, churn rates, or conversion rates.</li> <li>Perform cohort analysis to understand user behavior over time.</li> <li>Combine CleverTap data with other datasets in BigQuery for deeper analysis and correlation.</li> </ul> <p>By exporting and analyzing your CleverTap data in BigQuery, you can unlock powerful analytics capabilities and gain valuable insights into your user engagement and retention strategies.</p></div><div class="UpdatedAt"><p class="DateLine "><i class="icon icon-watch"></i>Updated 6 months ago </p></div><hr class="NextStepsDivider"/><nav aria-label="Pagination Controls" class="PaginationControlsjDYuqu8pBMUy rm-Pagination"></nav></section><section class="content-toc grid-25"><nav><ul class="toc-list"><li><a class="tocHeader" href="#"><i class="icon icon-text-align-left"></i>Table of Contents</a></li><li class="toc-children"><ul> <li> <a href="#overview">Overview</a> </li> <li> <a href="#key-benefits">Key Benefits</a> </li> <li> <a href="#prerequisites-for-integration">Prerequisites for Integration</a> </li> <li> <a href="#export-from-clevertap-to-bigquery">Export from CleverTap to BigQuery</a> <ul> <li><a href="#set-up-clevertap-export">Set Up CleverTap Export</a></li> <li><a href="#store-the-data-in-bigquery">Store the Data in BigQuery</a></li> <li><a href="#verify-the-incoming-data">Verify the Incoming Data</a></li> <li><a href="#set-up-a-recurring-data-transfer-service">Set Up a Recurring Data Transfer Service</a></li> </ul> </li> <li> <a href="#analyze-clevertap-data-in-bigquery">Analyze CleverTap Data in BigQuery</a> </li> </ul></li></ul></nav></section></div><div class="ModalWrapper" id="tutorialmodal-root"></div></article></div></main><footer aria-label="Status banner" class="AppFooter rm-Banners"></footer><footer><ul class="footer-details"> <li>Copyright (C) 2013 WizRocket Inc. 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It enables users to store and analyze large amounts of data quickly and in a cost-effective manner. BigQuery integrates with several other Google Cloud Services (GCS). It supports various data sources, including CSV, JSON, Avro, Parquet, and ORC. \n\nCleverTap integration with BigQuery through GCS allows you to export your CleverTap data to BigQuery for further analysis and reporting. This document describes how to integrate and analyze your CleverTap data in BigQuery.\n\n> 📘 Note\n> \n> For any issues or questions related to the integration, you can reach out to the CleverTap Support Team for assistance.\n\n# Key Benefits\n\nIntegrating BigQuery with CleverTap empowers businesses to unlock the full potential of their customer data, enabling advanced analytics, improved decision-making, personalized engagements, and scalable data processing.\n\nHere are some of the key benefits of this integration:\n\n- **Data Centralization:** You can centralize your customer data in one location. This allows for comprehensive analysis and reporting, as well as the ability to combine data from various sources for a holistic view of customer interactions.\n- **Enhanced Data Insights:** By combining CleverTap's user engagement data with BigQuery's robust analytics capabilities, you gain deeper insights into user behavior, preferences, and interactions. This enables you to understand your customers better and make informed decisions based on comprehensive data.\n- **Real-time Data Access:** Allows you to access real-time user data in BigQuery's data warehouse. This instant data availability empowers you to perform dynamic and up-to-the-minute analysis. It drives faster reactions to changing customer trends.\n- **Scalability and Performance:** Integrating with CleverTap allows you to process and analyze vast amounts of customer data rapidly, ensuring high performance and scalability as your data volume grows. BigQuery's ability to handle large datasets without compromising performance ensures you can keep up with increasing user demands.\n- **Scheduled Data Streaming:** You can schedule regular data exports from CleverTap to BigQuery and eliminate the need for manual data exports. This allows you to automate the CleverTap data transfer to BigQuery at recurring intervals, typically every 4 hours. While real-time streaming is not possible due to the minimum 4-hour delay between exports, this approach still provides a timely and efficient way to synchronize your CleverTap data with BigQuery. Scheduled data streaming ensures access to up-to-date customer data for analysis and decision-making.\n- **Enhanced Segmentation and Targeting:** You can perform advanced segmentation and targeting of your CleverTap audience with this integration. This enables you to create highly personalized and targeted campaigns based on CleverTap's behavioral and demographic data. This precision targeting enhances the effectiveness of your marketing campaigns.\n- **Predictive Analytics:** By leveraging CleverTap's behavioral analytics with BigQuery's data processing capabilities, you can implement predictive models to anticipate customer behavior. This empowers you to take proactive measures and optimize user experiences.\n- **Customized Reporting and Visualization:** With CleverTap and BigQuery working together, by integrating CleverTap with BigQuery, you can create custom reports and visualizations using the data visualization tools of your choice. This allows for tailored reporting and visualization based on your specific business requirements and provides flexibility in data presentation.\n- **Data Security and Reliability:** CleverTap and BigQuery are designed with security and reliability in mind. The integration ensures that your data is protected and readily available whenever needed, giving you peace of mind about data management.\n\n# Prerequisites for Integration\n\nBefore you begin the integration, ensure that you have the following:\n\n- A CleverTap account with the required access to create an export from CleverTap.\n- A GCS project with a Service Account and the necessary permissions to access BigQuery, Cloud Storage, and Cloud Functions.\n- Integrated Google Cloud with CleverTap. For more information, refer to [Integrated Google Cloud with CleverTap](doc:data-export-to-gcp#integrate-gcp-with-clevertap).\n- An [IAM user](https://cloud.google.com/storage/docs/access-control/iam-roles) with the necessary permissions to access BigQuery and Cloud Storage.\n\n# Export from CleverTap to BigQuery\n\nTo perform the export from CleverTap to BigQuery:\n\n1. [Set Up CleverTap Export](doc:bigquery#set-up-clevertap-export)\n2. [Store the Data in BigQuery](doc:bigquery#store-the-data-in-bigquery)\n3. [Verify the Incoming Data](doc:bigquery#verify-the-incoming-data)\n4. [Set Up a Recurring Data Transfer Service](doc:bigquery#set-up-a-recurring-data-transfer-service)\n\n## Set Up CleverTap Export\n\nCreate a CleverTap export file that exports your data to a Google Cloud Storage (GCS) bucket in a specified format such as JSON, XML, CSV, or Parquet. Configure the export profile to run at a specific interval, for example, every 4 hours. The below image shows the _Notification Sent_ event export.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/ec2fbcb-image.png\",\n null,\n \"Export the Notification Sent Data to Google Cloud\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Export the Notification Sent Data to Google Cloud\"\n }\n ]\n}\n[/block]\n\n\n> 📘 Establish Connection\n> \n> Ensure that the CleverTap export file is configured to a designated GCS bucket. This is required to establish a connection between CleverTap and GCS.\n\nAfter the export is completed, it appears on the _Exports_ page.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/4471b4b-image.png\",\n null,\n \"View Exported Data on the CleverTap Dashboard\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"View Exported Data on the CleverTap Dashboard\"\n }\n ]\n}\n[/block]\n\n\n### View Exported Data in GCS Bucket\n\nTo view the exported data in the GCS bucket, enter the Export ID in the filter option as shown below:\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/95a4c4d-Notification_Sent.png\",\n null,\n \"View Exported Data in GCS Bucket\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"View Exported Data in GCS Bucket\"\n }\n ]\n}\n[/block]\n\n\nTo find the Export ID, check the _Export details_ column on the _Export_ page.\n\n## Store the Data in BigQuery\n\nSuppose you have an e-commerce website, and you want to store and analyze your CleverTap data of _Notification Sent_ events using BigQuery. To achieve this use case, you need to create the following:\n\n- [Datasets](doc:bigquery#datasets)\n- [Tables](doc:bigquery#tables)\n\n### Datasets\n\nTo store the data in BigQuery, you must first create a [dataset](https://cloud.google.com/bigquery/docs/datasets-intro). Consider a dataset as a folder containing tables, views, and other BigQuery objects. For our use case, let's create a dataset called _CleverTap_Data_. This dataset will act as a container to organize and manage all the tables and information related to CleverTap data.\n\nTo create a dataset in BigQuery:\n\n1. Open the Google Cloud Console at [console.cloud.google.com](https://console.cloud.google.com/).\n2. Select your project or create a new project if required.\n3. From the navigation menu on the left, click **BigQuery** to access the BigQuery Console.\n4. Choose a Project. If you have multiple projects, ensure you select the correct project where you want to create the dataset.\n5. Click the![](https://files.readme.io/b927780-Ellipsis_Bigquery_1.png) icon from your project name and click **Create dataset** from the context menu.\n6. In the _Create Dataset_ dialog box, enter a unique name for your dataset. Choose a name that conveys the purpose or content of the data you will store within it.\n7. Select the location for your dataset. It determines the geographical region where the data will be physically stored. Choose a location that aligns with your data residency requirements.\n8. Click **Create dataset**.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/800803e-Create_Dataset_CleverTap_Data.gif\",\n null,\n \"Create a Dataset\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Create a Dataset\"\n }\n ]\n}\n[/block]\n\n\nFor more information, refer to [Create Datasets](https://cloud.google.com/bigquery/docs/datasets).\n\n### Tables\n\nLet us consider [tables](https://cloud.google.com/bigquery/docs/tables-intro) as spreadsheets within the _CleverTap_Data_ dataset. Each table consists of columns (similar to columns in a spreadsheet) that define the specific data fields you want to capture. For example, the _user_id_, _event_name_, _campaign_name_ and _campaign_id_.\n\nOnce you have created a dataset in BigQuery, you can create tables within that dataset to store your data. Creating tables in BigQuery enables you to structure and store your data for efficient analysis and querying. By defining the table schema and optionally loading data, you can effectively organize your datasets and leverage the power of BigQuery for data analytics and exploration.\n\nBy creating these tables within the _CleverTap_Data_ dataset, you can easily organize and analyze your customer data. You can run queries to extract insights, perform calculations, and generate reports based on the information stored in these tables.\n\nTo create a table in BigQuery:\n\n1. Locate and click the dataset name where you want to create the table in the BigQuery console. The dataset will expand to display its contents.\n2. Click the **Create table** button or the ellipsis icon![](https://files.readme.io/d7ba75b-Ellipsis_Bigquery_1.png)on dataset name and click **Create table** from the context menu. This will open the table creation form.\n3. Configure the below Table Settings:\n 1. From _Source_, select **Google Cloud Service** in the _Create table form_ field.\n 2. Browse your GCS bucket and choose the _Notification Sent_ file to transfer its data.\n 3. Select **CSV** in the _File format_ option.\n 4. From _Destination_, select the _Project_ and _Dataset_ where you want to transfer the data.\n 5. Provide a unique name for your table in the _Table_ field. We recommend you choose a descriptive name that reflects the purpose or content of the table. This helps you to identify the event data that you will transfer to the table. For this example, enter the table name as **Notification Sent**, which means that every event export file with the name _Notification Sent_ will append to this table.\n 6. Select the _Table type_ as **Native table** to store data from your Google Cloud Storage bucket.\n4. Click **Create table**.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/8a0de62-Create_Table.gif\",\n null,\n \"Create a Table\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Create a Table\"\n }\n ]\n}\n[/block]\n\n\nOnce the table is created, you can view and manage it within the dataset. The table will be listed along with any other existing tables in the dataset. From the table view, you can perform operations such as running queries, modifying the table schema, setting access controls, and managing table properties. You can also configure table-specific settings, such as expiration policies, which automatically delete the table or its partitions after a specific time period. For more information, refer to [Create Tables](https://cloud.google.com/bigquery/docs/tables).\n\n> 📘 Note\n> \n> In the above use case, the dataset _CleverTap_Data_ acts as a container or folder, while the table _Notification Sent_ acts as individual tables, each storing specific types of information related to customer data.\n\n## Verify the Incoming Data\n\nBefore you configure the Data Transfer, you need to verify if your data has been correctly loaded and that the schema is in place. To verify the incoming data:\n\n1. Navigate to the _Explorer_ dashboard.\n2. Click the table in the sidebar. The _SCHEMA_ page opens:\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/3a15bfa-Schema.png\",\n null,\n \"View Schema\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"View Schema\"\n }\n ]\n}\n[/block]\n\n\n3. Click the **PREVIEW** tab to verify the incoming data.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/396ef38-Preview.png\",\n null,\n \"Preview the Incoming Data\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Preview the Incoming Data\"\n }\n ]\n}\n[/block]\n\n\n## Set Up a Recurring Data Transfer Service\n\nFinally, set up a recurring data transfer service to move the exported data from GCS to BigQuery. The Data Transfer setup transfers the data from GCS to BigQuery. Create a [Cloud Storage Transfer](https://cloud.google.com/bigquery/docs/cloud-storage-transfer) from BigQuery that triggers a data transfer pipeline at the same interval as the export file. For example, every 4 hours).\n\nTo set up a recurring data transfer service: \n\n1. Navigate to _BigQuery_ > _Data Transfer_ from the Google Cloud console.\n2. Click **Create Transfer**.\n3. On the _Create Transfer_ page:\n\n- In the _Source type_ section, from _Source_ drop-down, select _Google Cloud Storage_.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/588d34e-Source_Type_Bigquery.png\",\n null,\n \"Source Type\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Source Type\"\n }\n ]\n}\n[/block]\n\n\n- In the _Transfer config name_ field, from the _Display name_, enter a name for the transfer, such as _Notification_Sent_Data_. The transfer name can be any value that allows you to easily identify the transfer if you need to modify it later.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/a2626c1-Transfer_config_name.png\",\n null,\n \"Transfer Config Name\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Transfer Config Name\"\n }\n ]\n}\n[/block]\n\n\n- In the _Schedule options_ section, set the _Repeat frequencies_ for the schedule. You may either choose the default value as **Start now** to schedule the export immediately or click **Start at a set time** to schedule the export at a later time.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/62a5084-Schedule_Options.png\",\n null,\n \"Schedule Options\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Schedule Options\"\n }\n ]\n}\n[/block]\n\n\n- In the _Destination settings_ section, from the _Destination dataset_ drop-down, choose the dataset you created to store your data.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/1da5024-Dataset_Name.png\",\n null,\n \"Destination Settings\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Destination Settings\"\n }\n ]\n}\n[/block]\n\n\n- In the _Data source details_ section:\n - In the _Destination table_ field, enter the table name you created to store the data in BigQuery.\n - In the _Cloud Storage URI_ field, browse the _Notification_Sent_ event from the bucket.\n > 📘 Naming Convention\n > \n > When using the Cloud Storage URI to browse for event data, include an asterisk (\\*) before and after the event name as shown in the image below. This allows the event export table to continuously update with fresh event data.\n - From the _Write preference_ drop-down, select _APPEND_, to append new data to your existing destination table. The default value for _Write preference_ is _APPEND_.\n - Check the _Delete source files after transfer_ option to delete the source files from the GCS bucket after they are transferred to the BigQuery table. This helps to optimize the cloud storage cost.\n - From the _File format_ drop-down, select the data format you selected while exporting the data from the CleverTap dashboard. We recommend you select the file format as CSV.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/2084205-Data_Source_Details.png\",\n null,\n \"Data Source Details\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Data Source Details\"\n }\n ]\n}\n[/block]\n\n\n- In the _Header rows to skip_ field, we suggest entering at least one row corresponding to the table titles. This ensures that the space for table titles is preserved when transferring the data to the table.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/ad59ab4-Header_Rows_to_Skip.png\",\n null,\n \"Header Rows to Skip\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Header Rows to Skip\"\n }\n ]\n}\n[/block]\n\n\n4. Click **Save**.\n\n# Analyze CleverTap Data in BigQuery\n\nOnce the data is exported to BigQuery, you can use SQL queries to analyze your CleverTap data in the BigQuery console or through other BigQuery-compatible tools. For example, you can:\n\n- Count the number of user events or actions within a specific time period.\n- Identify user segments based on their activity patterns.\n- Calculate user engagement metrics such as retention rates, churn rates, or conversion rates.\n- Perform cohort analysis to understand user behavior over time.\n- Combine CleverTap data with other datasets in BigQuery for deeper analysis and correlation.\n\nBy exporting and analyzing your CleverTap data in BigQuery, you can unlock powerful analytics capabilities and gain valuable insights into your user engagement and retention strategies.","opts":{"alwaysThrow":false,"compatibilityMode":false,"copyButtons":true,"correctnewlines":false,"markdownOptions":{"fences":true,"commonmark":true,"gfm":true,"ruleSpaces":false,"listItemIndent":"1","spacedTable":true,"paddedTable":true},"normalize":true,"lazyImages":true,"reusableContent":{"tags":{},"wrap":false},"safeMode":false,"settings":{"position":true},"theme":"light","resourceID":"64de1cac05396717fa1e9793","resourceType":"page","baseUrl":"/","terms":[],"variables":{"user":{},"defaults":[{"source":"","_id":"5a90a1a56f793d00043c432a","default":"3.8.8.0","name":"ASDK","type":""},{"source":"","_id":"5f63056e88193500110ac29f","name":"OSDK","default":"4.9.0.9","type":""},{"source":"","_id":"5f63056e88193500110ac29e","name":"myvariable","default":"# Recommendations After you have uploaded a catalog, you can display personalized recommendations to your customers. Imagine having a rolling carousel displayed to your customers based on their personal likes! For more information on recommendations, see [Recommendations](doc:recommendations).","type":""},{"source":"","_id":"615ec799daaab2005b8c1e15","name":"","default":"","type":""}]}},"terms":[],"variables":{"user":{},"defaults":[{"source":"","_id":"5a90a1a56f793d00043c432a","default":"3.8.8.0","name":"ASDK","type":""},{"source":"","_id":"5f63056e88193500110ac29f","name":"OSDK","default":"4.9.0.9","type":""},{"source":"","_id":"5f63056e88193500110ac29e","name":"myvariable","default":"# Recommendations After you have uploaded a catalog, you can display personalized recommendations to your customers. Imagine having a rolling carousel displayed to your customers based on their personal likes! For more information on recommendations, see [Recommendations](doc:recommendations).","type":""},{"source":"","_id":"615ec799daaab2005b8c1e15","name":"","default":"","type":""}]},"mdx":false,"dehydrated":{"toc":"<nav><ul class=\"toc-list\"><li><a class=\"tocHeader\" href=\"#\"><i class=\"icon icon-text-align-left\"></i>Table of Contents</a></li><li class=\"toc-children\"><ul>\n<li>\n<a href=\"#overview\">Overview</a>\n</li>\n<li>\n<a href=\"#key-benefits\">Key Benefits</a>\n</li>\n<li>\n<a href=\"#prerequisites-for-integration\">Prerequisites for Integration</a>\n</li>\n<li>\n<a href=\"#export-from-clevertap-to-bigquery\">Export from CleverTap to BigQuery</a>\n<ul>\n<li><a href=\"#set-up-clevertap-export\">Set Up CleverTap Export</a></li>\n<li><a href=\"#store-the-data-in-bigquery\">Store the Data in BigQuery</a></li>\n<li><a href=\"#verify-the-incoming-data\">Verify the Incoming Data</a></li>\n<li><a href=\"#set-up-a-recurring-data-transfer-service\">Set Up a Recurring Data Transfer Service</a></li>\n</ul>\n</li>\n<li>\n<a href=\"#analyze-clevertap-data-in-bigquery\">Analyze CleverTap Data in BigQuery</a>\n</li>\n</ul></li></ul></nav>","body":"<h1 class=\"heading heading-1 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"overview\"></div><div class=\"heading-text\"><div id=\"section-overview\" class=\"heading-anchor_backwardsCompatibility\"></div>Overview</div><a aria-label=\"Skip link to Overview\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#overview\"></a></h1>\n<p><a href=\"https://cloud.google.com/bigquery\" target=\"\" title=\"\">BigQuery</a> is Google&#x27;s cloud-based data warehousing and analytics platform. It enables users to store and analyze large amounts of data quickly and in a cost-effective manner. BigQuery integrates with several other Google Cloud Services (GCS). It supports various data sources, including CSV, JSON, Avro, Parquet, and ORC. </p>\n<p>CleverTap integration with BigQuery through GCS allows you to export your CleverTap data to BigQuery for further analysis and reporting. This document describes how to integrate and analyze your CleverTap data in BigQuery.</p>\n<blockquote class=\"callout callout_info\" theme=\"📘\"><h2 class=\"callout-heading\"><span class=\"callout-icon\">📘</span><p>Note</p></h2><p>For any issues or questions related to the integration, you can reach out to the CleverTap Support Team for assistance.</p></blockquote>\n<h1 class=\"heading heading-1 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"key-benefits\"></div><div class=\"heading-text\"><div id=\"section-key-benefits\" class=\"heading-anchor_backwardsCompatibility\"></div>Key Benefits</div><a aria-label=\"Skip link to Key Benefits\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#key-benefits\"></a></h1>\n<p>Integrating BigQuery with CleverTap empowers businesses to unlock the full potential of their customer data, enabling advanced analytics, improved decision-making, personalized engagements, and scalable data processing.</p>\n<p>Here are some of the key benefits of this integration:</p>\n<ul>\n<li><strong>Data Centralization:</strong> You can centralize your customer data in one location. This allows for comprehensive analysis and reporting, as well as the ability to combine data from various sources for a holistic view of customer interactions.</li>\n<li><strong>Enhanced Data Insights:</strong> By combining CleverTap&#x27;s user engagement data with BigQuery&#x27;s robust analytics capabilities, you gain deeper insights into user behavior, preferences, and interactions. This enables you to understand your customers better and make informed decisions based on comprehensive data.</li>\n<li><strong>Real-time Data Access:</strong> Allows you to access real-time user data in BigQuery&#x27;s data warehouse. This instant data availability empowers you to perform dynamic and up-to-the-minute analysis. It drives faster reactions to changing customer trends.</li>\n<li><strong>Scalability and Performance:</strong> Integrating with CleverTap allows you to process and analyze vast amounts of customer data rapidly, ensuring high performance and scalability as your data volume grows. BigQuery&#x27;s ability to handle large datasets without compromising performance ensures you can keep up with increasing user demands.</li>\n<li><strong>Scheduled Data Streaming:</strong> You can schedule regular data exports from CleverTap to BigQuery and eliminate the need for manual data exports. This allows you to automate the CleverTap data transfer to BigQuery at recurring intervals, typically every 4 hours. While real-time streaming is not possible due to the minimum 4-hour delay between exports, this approach still provides a timely and efficient way to synchronize your CleverTap data with BigQuery. Scheduled data streaming ensures access to up-to-date customer data for analysis and decision-making.</li>\n<li><strong>Enhanced Segmentation and Targeting:</strong> You can perform advanced segmentation and targeting of your CleverTap audience with this integration. This enables you to create highly personalized and targeted campaigns based on CleverTap&#x27;s behavioral and demographic data. This precision targeting enhances the effectiveness of your marketing campaigns.</li>\n<li><strong>Predictive Analytics:</strong> By leveraging CleverTap&#x27;s behavioral analytics with BigQuery&#x27;s data processing capabilities, you can implement predictive models to anticipate customer behavior. This empowers you to take proactive measures and optimize user experiences.</li>\n<li><strong>Customized Reporting and Visualization:</strong> With CleverTap and BigQuery working together, by integrating CleverTap with BigQuery, you can create custom reports and visualizations using the data visualization tools of your choice. This allows for tailored reporting and visualization based on your specific business requirements and provides flexibility in data presentation.</li>\n<li><strong>Data Security and Reliability:</strong> CleverTap and BigQuery are designed with security and reliability in mind. The integration ensures that your data is protected and readily available whenever needed, giving you peace of mind about data management.</li>\n</ul>\n<h1 class=\"heading heading-1 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"prerequisites-for-integration\"></div><div class=\"heading-text\"><div id=\"section-prerequisites-for-integration\" class=\"heading-anchor_backwardsCompatibility\"></div>Prerequisites for Integration</div><a aria-label=\"Skip link to Prerequisites for Integration\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#prerequisites-for-integration\"></a></h1>\n<p>Before you begin the integration, ensure that you have the following:</p>\n<ul>\n<li>A CleverTap account with the required access to create an export from CleverTap.</li>\n<li>A GCS project with a Service Account and the necessary permissions to access BigQuery, Cloud Storage, and Cloud Functions.</li>\n<li>Integrated Google Cloud with CleverTap. For more information, refer to <a href=\"/docs/data-export-to-gcp#integrate-gcp-with-clevertap\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"data-export-to-gcp#integrate-gcp-with-clevertap\">Integrated Google Cloud with CleverTap</a>.</li>\n<li>An <a href=\"https://cloud.google.com/storage/docs/access-control/iam-roles\" target=\"\" title=\"\">IAM user</a> with the necessary permissions to access BigQuery and Cloud Storage.</li>\n</ul>\n<h1 class=\"heading heading-1 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"export-from-clevertap-to-bigquery\"></div><div class=\"heading-text\"><div id=\"section-export-from-clever-tap-to-big-query\" class=\"heading-anchor_backwardsCompatibility\"></div>Export from CleverTap to BigQuery</div><a aria-label=\"Skip link to Export from CleverTap to BigQuery\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#export-from-clevertap-to-bigquery\"></a></h1>\n<p>To perform the export from CleverTap to BigQuery:</p>\n<ol>\n<li><a href=\"/docs/bigquery#set-up-clevertap-export\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"bigquery#set-up-clevertap-export\">Set Up CleverTap Export</a></li>\n<li><a href=\"/docs/bigquery#store-the-data-in-bigquery\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"bigquery#store-the-data-in-bigquery\">Store the Data in BigQuery</a></li>\n<li><a href=\"/docs/bigquery#verify-the-incoming-data\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"bigquery#verify-the-incoming-data\">Verify the Incoming Data</a></li>\n<li><a href=\"/docs/bigquery#set-up-a-recurring-data-transfer-service\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"bigquery#set-up-a-recurring-data-transfer-service\">Set Up a Recurring Data Transfer Service</a></li>\n</ol>\n<h2 class=\"heading heading-2 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"set-up-clevertap-export\"></div><div class=\"heading-text\"><div id=\"section-set-up-clever-tap-export\" class=\"heading-anchor_backwardsCompatibility\"></div>Set Up CleverTap Export</div><a aria-label=\"Skip link to Set Up CleverTap Export\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#set-up-clevertap-export\"></a></h2>\n<p>Create a CleverTap export file that exports your data to a Google Cloud Storage (GCS) bucket in a specified format such as JSON, XML, CSV, or Parquet. Configure the export profile to run at a specific interval, for example, every 4 hours. The below image shows the <em>Notification Sent</em> event export.</p>\n<figure><span aria-label=\"Export the Notification Sent Data to Google Cloud\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Export the Notification Sent Data to Google Cloud\" loading=\"lazy\" src=\"https://files.readme.io/ec2fbcb-image.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Export the Notification Sent Data to Google Cloud</p></figcaption></figure>\n<blockquote class=\"callout callout_info\" theme=\"📘\"><h2 class=\"callout-heading\"><span class=\"callout-icon\">📘</span><p>Establish Connection</p></h2><p>Ensure that the CleverTap export file is configured to a designated GCS bucket. This is required to establish a connection between CleverTap and GCS.</p></blockquote>\n<p>After the export is completed, it appears on the <em>Exports</em> page.</p>\n<figure><span aria-label=\"View Exported Data on the CleverTap Dashboard\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"View Exported Data on the CleverTap Dashboard\" loading=\"lazy\" src=\"https://files.readme.io/4471b4b-image.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>View Exported Data on the CleverTap Dashboard</p></figcaption></figure>\n<h3 class=\"heading heading-3 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"view-exported-data-in-gcs-bucket\"></div><div class=\"heading-text\"><div id=\"section-view-exported-data-in-gcs-bucket\" class=\"heading-anchor_backwardsCompatibility\"></div>View Exported Data in GCS Bucket</div><a aria-label=\"Skip link to View Exported Data in GCS Bucket\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#view-exported-data-in-gcs-bucket\"></a></h3>\n<p>To view the exported data in the GCS bucket, enter the Export ID in the filter option as shown below:</p>\n<figure><span aria-label=\"View Exported Data in GCS Bucket\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"View Exported Data in GCS Bucket\" loading=\"lazy\" src=\"https://files.readme.io/95a4c4d-Notification_Sent.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>View Exported Data in GCS Bucket</p></figcaption></figure>\n<p>To find the Export ID, check the <em>Export details</em> column on the <em>Export</em> page.</p>\n<h2 class=\"heading heading-2 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"store-the-data-in-bigquery\"></div><div class=\"heading-text\"><div id=\"section-store-the-data-in-big-query\" class=\"heading-anchor_backwardsCompatibility\"></div>Store the Data in BigQuery</div><a aria-label=\"Skip link to Store the Data in BigQuery\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#store-the-data-in-bigquery\"></a></h2>\n<p>Suppose you have an e-commerce website, and you want to store and analyze your CleverTap data of <em>Notification Sent</em> events using BigQuery. To achieve this use case, you need to create the following:</p>\n<ul>\n<li><a href=\"/docs/bigquery#datasets\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"bigquery#datasets\">Datasets</a></li>\n<li><a href=\"/docs/bigquery#tables\" target=\"\" title=\"\" class=\"doc-link\" data-sidebar=\"bigquery#tables\">Tables</a></li>\n</ul>\n<h3 class=\"heading heading-3 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"datasets\"></div><div class=\"heading-text\"><div id=\"section-datasets\" class=\"heading-anchor_backwardsCompatibility\"></div>Datasets</div><a aria-label=\"Skip link to Datasets\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#datasets\"></a></h3>\n<p>To store the data in BigQuery, you must first create a <a href=\"https://cloud.google.com/bigquery/docs/datasets-intro\" target=\"\" title=\"\">dataset</a>. Consider a dataset as a folder containing tables, views, and other BigQuery objects. For our use case, let&#x27;s create a dataset called <em>CleverTap_Data</em>. This dataset will act as a container to organize and manage all the tables and information related to CleverTap data.</p>\n<p>To create a dataset in BigQuery:</p>\n<ol>\n<li>Open the Google Cloud Console at <a href=\"https://console.cloud.google.com/\" target=\"\" title=\"\">console.cloud.google.com</a>.</li>\n<li>Select your project or create a new project if required.</li>\n<li>From the navigation menu on the left, click <strong>BigQuery</strong> to access the BigQuery Console.</li>\n<li>Choose a Project. If you have multiple projects, ensure you select the correct project where you want to create the dataset.</li>\n<li>Click the<span aria-label=\"\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"\" loading=\"lazy\" src=\"https://files.readme.io/b927780-Ellipsis_Bigquery_1.png\" align=\"\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span> icon from your project name and click <strong>Create dataset</strong> from the context menu.</li>\n<li>In the <em>Create Dataset</em> dialog box, enter a unique name for your dataset. Choose a name that conveys the purpose or content of the data you will store within it.</li>\n<li>Select the location for your dataset. It determines the geographical region where the data will be physically stored. Choose a location that aligns with your data residency requirements.</li>\n<li>Click <strong>Create dataset</strong>.</li>\n</ol>\n<figure><span aria-label=\"Create a Dataset\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Create a Dataset\" loading=\"lazy\" src=\"https://files.readme.io/800803e-Create_Dataset_CleverTap_Data.gif\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Create a Dataset</p></figcaption></figure>\n<p>For more information, refer to <a href=\"https://cloud.google.com/bigquery/docs/datasets\" target=\"\" title=\"\">Create Datasets</a>.</p>\n<h3 class=\"heading heading-3 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"tables\"></div><div class=\"heading-text\"><div id=\"section-tables\" class=\"heading-anchor_backwardsCompatibility\"></div>Tables</div><a aria-label=\"Skip link to Tables\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#tables\"></a></h3>\n<p>Let us consider <a href=\"https://cloud.google.com/bigquery/docs/tables-intro\" target=\"\" title=\"\">tables</a> as spreadsheets within the <em>CleverTap_Data</em> dataset. Each table consists of columns (similar to columns in a spreadsheet) that define the specific data fields you want to capture. For example, the <em>user_id</em>, <em>event_name</em>, <em>campaign_name</em> and <em>campaign_id</em>.</p>\n<p>Once you have created a dataset in BigQuery, you can create tables within that dataset to store your data. Creating tables in BigQuery enables you to structure and store your data for efficient analysis and querying. By defining the table schema and optionally loading data, you can effectively organize your datasets and leverage the power of BigQuery for data analytics and exploration.</p>\n<p>By creating these tables within the <em>CleverTap_Data</em> dataset, you can easily organize and analyze your customer data. You can run queries to extract insights, perform calculations, and generate reports based on the information stored in these tables.</p>\n<p>To create a table in BigQuery:</p>\n<ol>\n<li>Locate and click the dataset name where you want to create the table in the BigQuery console. The dataset will expand to display its contents.</li>\n<li>Click the <strong>Create table</strong> button or the ellipsis icon<span aria-label=\"\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"\" loading=\"lazy\" src=\"https://files.readme.io/d7ba75b-Ellipsis_Bigquery_1.png\" align=\"\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span>on dataset name and click <strong>Create table</strong> from the context menu. This will open the table creation form.</li>\n<li>Configure the below Table Settings:\n<ol>\n<li>From <em>Source</em>, select <strong>Google Cloud Service</strong> in the <em>Create table form</em> field.</li>\n<li>Browse your GCS bucket and choose the <em>Notification Sent</em> file to transfer its data.</li>\n<li>Select <strong>CSV</strong> in the <em>File format</em> option.</li>\n<li>From <em>Destination</em>, select the <em>Project</em> and <em>Dataset</em> where you want to transfer the data.</li>\n<li>Provide a unique name for your table in the <em>Table</em> field. We recommend you choose a descriptive name that reflects the purpose or content of the table. This helps you to identify the event data that you will transfer to the table. For this example, enter the table name as <strong>Notification Sent</strong>, which means that every event export file with the name <em>Notification Sent</em> will append to this table.</li>\n<li>Select the <em>Table type</em> as <strong>Native table</strong> to store data from your Google Cloud Storage bucket.</li>\n</ol>\n</li>\n<li>Click <strong>Create table</strong>.</li>\n</ol>\n<figure><span aria-label=\"Create a Table\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Create a Table\" loading=\"lazy\" src=\"https://files.readme.io/8a0de62-Create_Table.gif\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Create a Table</p></figcaption></figure>\n<p>Once the table is created, you can view and manage it within the dataset. The table will be listed along with any other existing tables in the dataset. From the table view, you can perform operations such as running queries, modifying the table schema, setting access controls, and managing table properties. You can also configure table-specific settings, such as expiration policies, which automatically delete the table or its partitions after a specific time period. For more information, refer to <a href=\"https://cloud.google.com/bigquery/docs/tables\" target=\"\" title=\"\">Create Tables</a>.</p>\n<blockquote class=\"callout callout_info\" theme=\"📘\"><h2 class=\"callout-heading\"><span class=\"callout-icon\">📘</span><p>Note</p></h2><p>In the above use case, the dataset <em>CleverTap_Data</em> acts as a container or folder, while the table <em>Notification Sent</em> acts as individual tables, each storing specific types of information related to customer data.</p></blockquote>\n<h2 class=\"heading heading-2 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"verify-the-incoming-data\"></div><div class=\"heading-text\"><div id=\"section-verify-the-incoming-data\" class=\"heading-anchor_backwardsCompatibility\"></div>Verify the Incoming Data</div><a aria-label=\"Skip link to Verify the Incoming Data\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#verify-the-incoming-data\"></a></h2>\n<p>Before you configure the Data Transfer, you need to verify if your data has been correctly loaded and that the schema is in place. To verify the incoming data:</p>\n<ol>\n<li>Navigate to the <em>Explorer</em> dashboard.</li>\n<li>Click the table in the sidebar. The <em>SCHEMA</em> page opens:</li>\n</ol>\n<figure><span aria-label=\"View Schema\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"View Schema\" loading=\"lazy\" src=\"https://files.readme.io/3a15bfa-Schema.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>View Schema</p></figcaption></figure>\n<ol start=\"3\">\n<li>Click the <strong>PREVIEW</strong> tab to verify the incoming data.</li>\n</ol>\n<figure><span aria-label=\"Preview the Incoming Data\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Preview the Incoming Data\" loading=\"lazy\" src=\"https://files.readme.io/396ef38-Preview.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Preview the Incoming Data</p></figcaption></figure>\n<h2 class=\"heading heading-2 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"set-up-a-recurring-data-transfer-service\"></div><div class=\"heading-text\"><div id=\"section-set-up-a-recurring-data-transfer-service\" class=\"heading-anchor_backwardsCompatibility\"></div>Set Up a Recurring Data Transfer Service</div><a aria-label=\"Skip link to Set Up a Recurring Data Transfer Service\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#set-up-a-recurring-data-transfer-service\"></a></h2>\n<p>Finally, set up a recurring data transfer service to move the exported data from GCS to BigQuery. The Data Transfer setup transfers the data from GCS to BigQuery. Create a <a href=\"https://cloud.google.com/bigquery/docs/cloud-storage-transfer\" target=\"\" title=\"\">Cloud Storage Transfer</a> from BigQuery that triggers a data transfer pipeline at the same interval as the export file. For example, every 4 hours).</p>\n<p>To set up a recurring data transfer service: </p>\n<ol>\n<li>Navigate to <em>BigQuery</em> &gt; <em>Data Transfer</em> from the Google Cloud console.</li>\n<li>Click <strong>Create Transfer</strong>.</li>\n<li>On the <em>Create Transfer</em> page:</li>\n</ol>\n<ul>\n<li>In the <em>Source type</em> section, from <em>Source</em> drop-down, select <em>Google Cloud Storage</em>.</li>\n</ul>\n<figure><span aria-label=\"Source Type\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Source Type\" loading=\"lazy\" src=\"https://files.readme.io/588d34e-Source_Type_Bigquery.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Source Type</p></figcaption></figure>\n<ul>\n<li>In the <em>Transfer config name</em> field, from the <em>Display name</em>, enter a name for the transfer, such as <em>Notification_Sent_Data</em>. The transfer name can be any value that allows you to easily identify the transfer if you need to modify it later.</li>\n</ul>\n<figure><span aria-label=\"Transfer Config Name\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Transfer Config Name\" loading=\"lazy\" src=\"https://files.readme.io/a2626c1-Transfer_config_name.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Transfer Config Name</p></figcaption></figure>\n<ul>\n<li>In the <em>Schedule options</em> section, set the <em>Repeat frequencies</em> for the schedule. You may either choose the default value as <strong>Start now</strong> to schedule the export immediately or click <strong>Start at a set time</strong> to schedule the export at a later time.</li>\n</ul>\n<figure><span aria-label=\"Schedule Options\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Schedule Options\" loading=\"lazy\" src=\"https://files.readme.io/62a5084-Schedule_Options.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Schedule Options</p></figcaption></figure>\n<ul>\n<li>In the <em>Destination settings</em> section, from the <em>Destination dataset</em> drop-down, choose the dataset you created to store your data.</li>\n</ul>\n<figure><span aria-label=\"Destination Settings\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Destination Settings\" loading=\"lazy\" src=\"https://files.readme.io/1da5024-Dataset_Name.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Destination Settings</p></figcaption></figure>\n<ul>\n<li>In the <em>Data source details</em> section:\n<ul>\n<li>In the <em>Destination table</em> field, enter the table name you created to store the data in BigQuery.</li>\n<li>In the <em>Cloud Storage URI</em> field, browse the <em>Notification_Sent</em> event from the bucket.\n<blockquote class=\"callout callout_info\" theme=\"📘\"><h2 class=\"callout-heading\"><span class=\"callout-icon\">📘</span><p>Naming Convention</p></h2><p>When using the Cloud Storage URI to browse for event data, include an asterisk (*) before and after the event name as shown in the image below. This allows the event export table to continuously update with fresh event data.</p></blockquote>\n</li>\n<li>From the <em>Write preference</em> drop-down, select <em>APPEND</em>, to append new data to your existing destination table. The default value for <em>Write preference</em> is <em>APPEND</em>.</li>\n<li>Check the <em>Delete source files after transfer</em> option to delete the source files from the GCS bucket after they are transferred to the BigQuery table. This helps to optimize the cloud storage cost.</li>\n<li>From the <em>File format</em> drop-down, select the data format you selected while exporting the data from the CleverTap dashboard. We recommend you select the file format as CSV.</li>\n</ul>\n</li>\n</ul>\n<figure><span aria-label=\"Data Source Details\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Data Source Details\" loading=\"lazy\" src=\"https://files.readme.io/2084205-Data_Source_Details.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Data Source Details</p></figcaption></figure>\n<ul>\n<li>In the <em>Header rows to skip</em> field, we suggest entering at least one row corresponding to the table titles. This ensures that the space for table titles is preserved when transferring the data to the table.</li>\n</ul>\n<figure><span aria-label=\"Header Rows to Skip\" class=\"img lightbox closed\" role=\"button\" tabindex=\"0\"><span class=\"lightbox-inner\"><img alt=\"Header Rows to Skip\" loading=\"lazy\" src=\"https://files.readme.io/ad59ab4-Header_Rows_to_Skip.png\" align=\"center\" class=\"border\" caption=\"\" height=\"auto\" title=\"\" width=\"auto\"/></span></span><figcaption><p>Header Rows to Skip</p></figcaption></figure>\n<ol start=\"4\">\n<li>Click <strong>Save</strong>.</li>\n</ol>\n<h1 class=\"heading heading-1 header-scroll\" align=\"\"><div class=\"heading-anchor anchor waypoint\" id=\"analyze-clevertap-data-in-bigquery\"></div><div class=\"heading-text\"><div id=\"section-analyze-clever-tap-data-in-big-query\" class=\"heading-anchor_backwardsCompatibility\"></div>Analyze CleverTap Data in BigQuery</div><a aria-label=\"Skip link to Analyze CleverTap Data in BigQuery\" class=\"heading-anchor-icon fa fa-anchor\" href=\"#analyze-clevertap-data-in-bigquery\"></a></h1>\n<p>Once the data is exported to BigQuery, you can use SQL queries to analyze your CleverTap data in the BigQuery console or through other BigQuery-compatible tools. For example, you can:</p>\n<ul>\n<li>Count the number of user events or actions within a specific time period.</li>\n<li>Identify user segments based on their activity patterns.</li>\n<li>Calculate user engagement metrics such as retention rates, churn rates, or conversion rates.</li>\n<li>Perform cohort analysis to understand user behavior over time.</li>\n<li>Combine CleverTap data with other datasets in BigQuery for deeper analysis and correlation.</li>\n</ul>\n<p>By exporting and analyzing your CleverTap data in BigQuery, you can unlock powerful analytics capabilities and gain valuable insights into your user engagement and retention strategies.</p>"}},"doc":{"metadata":{"image":[],"title":"","description":"","keywords":"","robots":"index"},"mdx":{"altBody":"","status":"rdmd"},"api":{"method":"get","url":"","auth":"required","results":{"codes":[{"name":"","code":"{}","language":"json","status":200},{"name":"","code":"{}","language":"json","status":400}]},"params":[],"examples":{"codes":[]}},"next":{"description":"","pages":[]},"algolia":{"recordCount":12,"publishPending":false,"translationFailure":false,"updatedAt":"2024-07-03T13:22:00.810Z"},"title":"BigQuery","icon":"","updates":[],"type":"basic","slug":"bigquery","excerpt":"Data Warehousing and Analytics Platform","body":"# Overview\n\n[BigQuery](https://cloud.google.com/bigquery) is Google's cloud-based data warehousing and analytics platform. It enables users to store and analyze large amounts of data quickly and in a cost-effective manner. BigQuery integrates with several other Google Cloud Services (GCS). It supports various data sources, including CSV, JSON, Avro, Parquet, and ORC. \n\nCleverTap integration with BigQuery through GCS allows you to export your CleverTap data to BigQuery for further analysis and reporting. This document describes how to integrate and analyze your CleverTap data in BigQuery.\n\n> 📘 Note\n> \n> For any issues or questions related to the integration, you can reach out to the CleverTap Support Team for assistance.\n\n# Key Benefits\n\nIntegrating BigQuery with CleverTap empowers businesses to unlock the full potential of their customer data, enabling advanced analytics, improved decision-making, personalized engagements, and scalable data processing.\n\nHere are some of the key benefits of this integration:\n\n- **Data Centralization:** You can centralize your customer data in one location. This allows for comprehensive analysis and reporting, as well as the ability to combine data from various sources for a holistic view of customer interactions.\n- **Enhanced Data Insights:** By combining CleverTap's user engagement data with BigQuery's robust analytics capabilities, you gain deeper insights into user behavior, preferences, and interactions. This enables you to understand your customers better and make informed decisions based on comprehensive data.\n- **Real-time Data Access:** Allows you to access real-time user data in BigQuery's data warehouse. This instant data availability empowers you to perform dynamic and up-to-the-minute analysis. It drives faster reactions to changing customer trends.\n- **Scalability and Performance:** Integrating with CleverTap allows you to process and analyze vast amounts of customer data rapidly, ensuring high performance and scalability as your data volume grows. BigQuery's ability to handle large datasets without compromising performance ensures you can keep up with increasing user demands.\n- **Scheduled Data Streaming:** You can schedule regular data exports from CleverTap to BigQuery and eliminate the need for manual data exports. This allows you to automate the CleverTap data transfer to BigQuery at recurring intervals, typically every 4 hours. While real-time streaming is not possible due to the minimum 4-hour delay between exports, this approach still provides a timely and efficient way to synchronize your CleverTap data with BigQuery. Scheduled data streaming ensures access to up-to-date customer data for analysis and decision-making.\n- **Enhanced Segmentation and Targeting:** You can perform advanced segmentation and targeting of your CleverTap audience with this integration. This enables you to create highly personalized and targeted campaigns based on CleverTap's behavioral and demographic data. This precision targeting enhances the effectiveness of your marketing campaigns.\n- **Predictive Analytics:** By leveraging CleverTap's behavioral analytics with BigQuery's data processing capabilities, you can implement predictive models to anticipate customer behavior. This empowers you to take proactive measures and optimize user experiences.\n- **Customized Reporting and Visualization:** With CleverTap and BigQuery working together, by integrating CleverTap with BigQuery, you can create custom reports and visualizations using the data visualization tools of your choice. This allows for tailored reporting and visualization based on your specific business requirements and provides flexibility in data presentation.\n- **Data Security and Reliability:** CleverTap and BigQuery are designed with security and reliability in mind. The integration ensures that your data is protected and readily available whenever needed, giving you peace of mind about data management.\n\n# Prerequisites for Integration\n\nBefore you begin the integration, ensure that you have the following:\n\n- A CleverTap account with the required access to create an export from CleverTap.\n- A GCS project with a Service Account and the necessary permissions to access BigQuery, Cloud Storage, and Cloud Functions.\n- Integrated Google Cloud with CleverTap. For more information, refer to [Integrated Google Cloud with CleverTap](doc:data-export-to-gcp#integrate-gcp-with-clevertap).\n- An [IAM user](https://cloud.google.com/storage/docs/access-control/iam-roles) with the necessary permissions to access BigQuery and Cloud Storage.\n\n# Export from CleverTap to BigQuery\n\nTo perform the export from CleverTap to BigQuery:\n\n1. [Set Up CleverTap Export](doc:bigquery#set-up-clevertap-export)\n2. [Store the Data in BigQuery](doc:bigquery#store-the-data-in-bigquery)\n3. [Verify the Incoming Data](doc:bigquery#verify-the-incoming-data)\n4. [Set Up a Recurring Data Transfer Service](doc:bigquery#set-up-a-recurring-data-transfer-service)\n\n## Set Up CleverTap Export\n\nCreate a CleverTap export file that exports your data to a Google Cloud Storage (GCS) bucket in a specified format such as JSON, XML, CSV, or Parquet. Configure the export profile to run at a specific interval, for example, every 4 hours. The below image shows the _Notification Sent_ event export.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/ec2fbcb-image.png\",\n null,\n \"Export the Notification Sent Data to Google Cloud\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Export the Notification Sent Data to Google Cloud\"\n }\n ]\n}\n[/block]\n\n\n> 📘 Establish Connection\n> \n> Ensure that the CleverTap export file is configured to a designated GCS bucket. This is required to establish a connection between CleverTap and GCS.\n\nAfter the export is completed, it appears on the _Exports_ page.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/4471b4b-image.png\",\n null,\n \"View Exported Data on the CleverTap Dashboard\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"View Exported Data on the CleverTap Dashboard\"\n }\n ]\n}\n[/block]\n\n\n### View Exported Data in GCS Bucket\n\nTo view the exported data in the GCS bucket, enter the Export ID in the filter option as shown below:\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/95a4c4d-Notification_Sent.png\",\n null,\n \"View Exported Data in GCS Bucket\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"View Exported Data in GCS Bucket\"\n }\n ]\n}\n[/block]\n\n\nTo find the Export ID, check the _Export details_ column on the _Export_ page.\n\n## Store the Data in BigQuery\n\nSuppose you have an e-commerce website, and you want to store and analyze your CleverTap data of _Notification Sent_ events using BigQuery. To achieve this use case, you need to create the following:\n\n- [Datasets](doc:bigquery#datasets)\n- [Tables](doc:bigquery#tables)\n\n### Datasets\n\nTo store the data in BigQuery, you must first create a [dataset](https://cloud.google.com/bigquery/docs/datasets-intro). Consider a dataset as a folder containing tables, views, and other BigQuery objects. For our use case, let's create a dataset called _CleverTap_Data_. This dataset will act as a container to organize and manage all the tables and information related to CleverTap data.\n\nTo create a dataset in BigQuery:\n\n1. Open the Google Cloud Console at [console.cloud.google.com](https://console.cloud.google.com/).\n2. Select your project or create a new project if required.\n3. From the navigation menu on the left, click **BigQuery** to access the BigQuery Console.\n4. Choose a Project. If you have multiple projects, ensure you select the correct project where you want to create the dataset.\n5. Click the![](https://files.readme.io/b927780-Ellipsis_Bigquery_1.png) icon from your project name and click **Create dataset** from the context menu.\n6. In the _Create Dataset_ dialog box, enter a unique name for your dataset. Choose a name that conveys the purpose or content of the data you will store within it.\n7. Select the location for your dataset. It determines the geographical region where the data will be physically stored. Choose a location that aligns with your data residency requirements.\n8. Click **Create dataset**.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/800803e-Create_Dataset_CleverTap_Data.gif\",\n null,\n \"Create a Dataset\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Create a Dataset\"\n }\n ]\n}\n[/block]\n\n\nFor more information, refer to [Create Datasets](https://cloud.google.com/bigquery/docs/datasets).\n\n### Tables\n\nLet us consider [tables](https://cloud.google.com/bigquery/docs/tables-intro) as spreadsheets within the _CleverTap_Data_ dataset. Each table consists of columns (similar to columns in a spreadsheet) that define the specific data fields you want to capture. For example, the _user_id_, _event_name_, _campaign_name_ and _campaign_id_.\n\nOnce you have created a dataset in BigQuery, you can create tables within that dataset to store your data. Creating tables in BigQuery enables you to structure and store your data for efficient analysis and querying. By defining the table schema and optionally loading data, you can effectively organize your datasets and leverage the power of BigQuery for data analytics and exploration.\n\nBy creating these tables within the _CleverTap_Data_ dataset, you can easily organize and analyze your customer data. You can run queries to extract insights, perform calculations, and generate reports based on the information stored in these tables.\n\nTo create a table in BigQuery:\n\n1. Locate and click the dataset name where you want to create the table in the BigQuery console. The dataset will expand to display its contents.\n2. Click the **Create table** button or the ellipsis icon![](https://files.readme.io/d7ba75b-Ellipsis_Bigquery_1.png)on dataset name and click **Create table** from the context menu. This will open the table creation form.\n3. Configure the below Table Settings:\n 1. From _Source_, select **Google Cloud Service** in the _Create table form_ field.\n 2. Browse your GCS bucket and choose the _Notification Sent_ file to transfer its data.\n 3. Select **CSV** in the _File format_ option.\n 4. From _Destination_, select the _Project_ and _Dataset_ where you want to transfer the data.\n 5. Provide a unique name for your table in the _Table_ field. We recommend you choose a descriptive name that reflects the purpose or content of the table. This helps you to identify the event data that you will transfer to the table. For this example, enter the table name as **Notification Sent**, which means that every event export file with the name _Notification Sent_ will append to this table.\n 6. Select the _Table type_ as **Native table** to store data from your Google Cloud Storage bucket.\n4. Click **Create table**.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/8a0de62-Create_Table.gif\",\n null,\n \"Create a Table\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Create a Table\"\n }\n ]\n}\n[/block]\n\n\nOnce the table is created, you can view and manage it within the dataset. The table will be listed along with any other existing tables in the dataset. From the table view, you can perform operations such as running queries, modifying the table schema, setting access controls, and managing table properties. You can also configure table-specific settings, such as expiration policies, which automatically delete the table or its partitions after a specific time period. For more information, refer to [Create Tables](https://cloud.google.com/bigquery/docs/tables).\n\n> 📘 Note\n> \n> In the above use case, the dataset _CleverTap_Data_ acts as a container or folder, while the table _Notification Sent_ acts as individual tables, each storing specific types of information related to customer data.\n\n## Verify the Incoming Data\n\nBefore you configure the Data Transfer, you need to verify if your data has been correctly loaded and that the schema is in place. To verify the incoming data:\n\n1. Navigate to the _Explorer_ dashboard.\n2. Click the table in the sidebar. The _SCHEMA_ page opens:\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/3a15bfa-Schema.png\",\n null,\n \"View Schema\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"View Schema\"\n }\n ]\n}\n[/block]\n\n\n3. Click the **PREVIEW** tab to verify the incoming data.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/396ef38-Preview.png\",\n null,\n \"Preview the Incoming Data\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Preview the Incoming Data\"\n }\n ]\n}\n[/block]\n\n\n## Set Up a Recurring Data Transfer Service\n\nFinally, set up a recurring data transfer service to move the exported data from GCS to BigQuery. The Data Transfer setup transfers the data from GCS to BigQuery. Create a [Cloud Storage Transfer](https://cloud.google.com/bigquery/docs/cloud-storage-transfer) from BigQuery that triggers a data transfer pipeline at the same interval as the export file. For example, every 4 hours).\n\nTo set up a recurring data transfer service: \n\n1. Navigate to _BigQuery_ > _Data Transfer_ from the Google Cloud console.\n2. Click **Create Transfer**.\n3. On the _Create Transfer_ page:\n\n- In the _Source type_ section, from _Source_ drop-down, select _Google Cloud Storage_.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/588d34e-Source_Type_Bigquery.png\",\n null,\n \"Source Type\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Source Type\"\n }\n ]\n}\n[/block]\n\n\n- In the _Transfer config name_ field, from the _Display name_, enter a name for the transfer, such as _Notification_Sent_Data_. The transfer name can be any value that allows you to easily identify the transfer if you need to modify it later.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/a2626c1-Transfer_config_name.png\",\n null,\n \"Transfer Config Name\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Transfer Config Name\"\n }\n ]\n}\n[/block]\n\n\n- In the _Schedule options_ section, set the _Repeat frequencies_ for the schedule. You may either choose the default value as **Start now** to schedule the export immediately or click **Start at a set time** to schedule the export at a later time.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/62a5084-Schedule_Options.png\",\n null,\n \"Schedule Options\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Schedule Options\"\n }\n ]\n}\n[/block]\n\n\n- In the _Destination settings_ section, from the _Destination dataset_ drop-down, choose the dataset you created to store your data.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/1da5024-Dataset_Name.png\",\n null,\n \"Destination Settings\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Destination Settings\"\n }\n ]\n}\n[/block]\n\n\n- In the _Data source details_ section:\n - In the _Destination table_ field, enter the table name you created to store the data in BigQuery.\n - In the _Cloud Storage URI_ field, browse the _Notification_Sent_ event from the bucket.\n > 📘 Naming Convention\n > \n > When using the Cloud Storage URI to browse for event data, include an asterisk (\\*) before and after the event name as shown in the image below. This allows the event export table to continuously update with fresh event data.\n - From the _Write preference_ drop-down, select _APPEND_, to append new data to your existing destination table. The default value for _Write preference_ is _APPEND_.\n - Check the _Delete source files after transfer_ option to delete the source files from the GCS bucket after they are transferred to the BigQuery table. This helps to optimize the cloud storage cost.\n - From the _File format_ drop-down, select the data format you selected while exporting the data from the CleverTap dashboard. We recommend you select the file format as CSV.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/2084205-Data_Source_Details.png\",\n null,\n \"Data Source Details\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Data Source Details\"\n }\n ]\n}\n[/block]\n\n\n- In the _Header rows to skip_ field, we suggest entering at least one row corresponding to the table titles. This ensures that the space for table titles is preserved when transferring the data to the table.\n\n[block:image]\n{\n \"images\": [\n {\n \"image\": [\n \"https://files.readme.io/ad59ab4-Header_Rows_to_Skip.png\",\n null,\n \"Header Rows to Skip\"\n ],\n \"align\": \"center\",\n \"border\": true,\n \"caption\": \"Header Rows to Skip\"\n }\n ]\n}\n[/block]\n\n\n4. Click **Save**.\n\n# Analyze CleverTap Data in BigQuery\n\nOnce the data is exported to BigQuery, you can use SQL queries to analyze your CleverTap data in the BigQuery console or through other BigQuery-compatible tools. For example, you can:\n\n- Count the number of user events or actions within a specific time period.\n- Identify user segments based on their activity patterns.\n- Calculate user engagement metrics such as retention rates, churn rates, or conversion rates.\n- Perform cohort analysis to understand user behavior over time.\n- Combine CleverTap data with other datasets in BigQuery for deeper analysis and correlation.\n\nBy exporting and analyzing your CleverTap data in BigQuery, you can unlock powerful analytics capabilities and gain valuable insights into your user engagement and retention strategies.","order":2,"isReference":false,"deprecated":false,"hidden":false,"sync_unique":"","link_url":"","link_external":false,"reusableContent":[],"previousSlug":"","slugUpdatedAt":"2023-08-17T08:11:32.762Z","revision":21,"_id":"64de1cac05396717fa1e9793","user":"66151760f0207900464046e8","project":"5a555fcd385eab001e34eab7","parentDoc":"621736057c4d1703e2332281","category":{"title":"Partner Guide","slug":"integration-guides","order":11,"reference":false,"_id":"621736057c4d1703e233212d","project":"5a555fcd385eab001e34eab7","version":"621736057c4d1703e2332395","isAPI":false,"createdAt":"2018-01-10T00:46:15.925Z","from_sync":false,"__v":0,"type":"guide","id":"621736057c4d1703e233212d"},"createdAt":"2023-08-17T13:12:12.679Z","updatedAt":"2024-06-24T10:55:19.339Z","version":{"version":"5.0","version_clean":"5.0.0","codename":"New Campaign UI","is_stable":true,"is_beta":false,"is_hidden":false,"is_deprecated":false,"categories":["621736057c4d1703e233212a","621736057c4d1703e233212b","621736057c4d1703e233212c","621736057c4d1703e233212d","621736057c4d1703e233212e","621736057c4d1703e233212f","621736057c4d1703e2332130","621736057c4d1703e2332131","621736057c4d1703e2332132","621736057c4d1703e2332135","621736057c4d1703e2332136","621736057c4d1703e2332137","621736057c4d1703e2332138","621736057c4d1703e2332139","621736057c4d1703e233213a","621736057c4d1703e233213b","621736057c4d1703e233213c","621736057c4d1703e233213d","621736057c4d1703e233213e","6311bab1339d23002887a13f","6371e8ea3171500024b69e65","6376b420081e400003bac337","6385e1d51345f00060429474","64240a1b3fe5b80068b8ad5d","64ddcf12859e7d0075b4bd09","6541fad0924b9d006f885add","66040fdba013410058f20e56","66cde5c9fa66f1001175c54b","66d83e90fea5880043ffb9e2"],"pdfStatus":"","_id":"621736057c4d1703e2332395","project":"5a555fcd385eab001e34eab7","createdAt":"2018-01-10T00:35:25.489Z","releaseDate":"2018-01-10T00:35:25.489Z","__v":4,"forked_from":"61519dec41297e00250508b4","updatedAt":"2024-10-08T06:23:38.590Z"},"__v":1,"lastUpdatedHash":"66cfce0425df68f91bb3366c7ac1176c1a1b33be","isApi":false,"tutorials":[],"id":"64de1cac05396717fa1e9793"},"hideTOC":false,"meta":{"_id":"64de1cac05396717fa1e9793","description":"Data Warehousing and Analytics Platform","hidden":false,"image":[],"keywords":"","metaTitle":"BigQuery","parent":"621736057c4d1703e2332281","robots":"index","slug":"bigquery","title":"BigQuery","type":"docs"},"slugUrl":"/docs/bigquery","config":{"algoliaIndex":"readme_search_v2","amplitude":{"apiKey":"dc8065a65ef83d6ad23e37aaf014fc84","enabled":true},"asset_url":"https://cdn.readme.io","domain":"readme.io","domainFull":"https://dash.readme.com","encryptedLocalStorageKey":"ekfls-2024-05","fullstory":{"enabled":true,"orgId":"FSV9A"},"metrics":{"billingCronEnabled":"true","dashUrl":"https://m.readme.io","defaultUrl":"https://m.readme.io","exportMaxRetries":12,"wsUrl":"wss://m.readme.io"},"proxyUrl":"https://try.readme.io","readmeRecaptchaSiteKey":"6LesVBYpAAAAAESOCHOyo2kF9SZXPVb54Nwf3i2x","releaseVersion":"5.244.0","sentry":{"dsn":"https://3bbe57a973254129bcb93e47dc0cc46f@o343074.ingest.sentry.io/2052166","enabled":true,"tracesSampleRate":0},"shMigration":{"promoVideo":"","forceWaitlist":false},"sslBaseDomain":"readmessl.com","sslGenerationService":"ssl.readmessl.com","stripePk":"pk_live_5103PML2qXbDukVh7GDAkQoR4NSuLqy8idd5xtdm9407XdPR6o3bo663C1ruEGhXJjpnb2YCpj8EU1UvQYanuCjtr00t1DRCf2a","superHub":{"newProjectsEnabled":true},"wootric":{"accountToken":"NPS-122b75a4","enabled":true}},"context":{"labs":{},"user":{},"terms":[],"variables":{"user":{},"defaults":[{"source":"","_id":"5a90a1a56f793d00043c432a","default":"3.8.8.0","name":"ASDK","type":""},{"source":"","_id":"5f63056e88193500110ac29f","name":"OSDK","default":"4.9.0.9","type":""},{"source":"","_id":"5f63056e88193500110ac29e","name":"myvariable","default":"# Recommendations After you have uploaded a catalog, you can display personalized recommendations to your customers. 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0;\n\t\tz-index: 1;\n\t}\n\n\t.PageThumbs-helpful {\n\t\tbackground: whitesmoke;\n\t\t-webkit-box-shadow: 1px 1px 7px 0px rgb(120 120 120);\n\t\t-moz-box-shadow: 1px 1px 7px 0px rgba(120, 120, 120, 1);\n\t\tbox-shadow: 1px 1px 7px 0px rgb(120 120 120);\n\t}\n\n\t.Dropdown-content {\n\t\tmargin: -5px 0;\n\t}\n\n\t/nav#hub-sidebar ul .subpages .subpage.active {\n\t\tcolor: #434761;\n\t}\n\n\t/ nav#hub-sidebar ul a {\n\t\tcolor: #434761 !important;\n\t}\n\n\t/left nav category color/ nav#hub-sidebar h3 {\n\t\tcolor: #434761 !important;\n\t\tfont-size: 16px !important;\n\t\tfont-weight: 600 !important;\n\t}\n\n\t/left nav category color/ .content-body .magic-block-textarea h1,\n\t.content-body .magic-block-api-header h1,\n\t.content-body .magic-block-textarea h2,\n\t.content-body .magic-block-api-header h2,\n\t.content-body .magic-block-textarea h3,\n\t.content-body .magic-block-api-header h3,\n\t.content-body .magic-block-textarea h4,\n\t.content-body .magic-block-api-header h4,\n\t.content-body .magic-block-textarea h5,\n\t.content-body .magic-block-api-header h5,\n\t.content-body .magic-block-textarea h6,\n\t.content-body .magic-block-api-header h6 {\n\t\tcolor: #434761 !important;\n\t}\n\n\t/* Increased container width*/\n\t.hub-container,\n\t.container {\n\t\tmax-width: 1250px;\n\t}\n\n\t/*p, li, ol {\n\tcolor: #434761 !important;\n\t}\n\tsection#hub-content #content-container section.content-toc ul a{\n\tcolor:#434761 !important;\n\t}\n\t.text-overflow{\n\tcolor: #434761 !important;\n\t}\n\t.h3{\n\tcolor: #434761 !important;\n\t}\n\t#hub-sidebar ul a.active{\n\tcolor: #434761 !important;\n\t}\n\t.h1{\n\tcolor: #434761 !important;\n\t}\n\t.subpages{\n\tcolor: #434761 !important;\n\t}\n\t/nav#hub-sidebar ul .subpages .subpage.active {\n\tcolor: #434761;\n\t}/\n\tnav#hub-sidebar ul a {\n\tcolor: #434761 !important;\n\t}\n\t.content-body .magic-block-textarea h1,.content-body .magic-block-api-header h1,.content-body .magic-block-textarea h2,.content-body .magic-block-api-header h2,.content-body .magic-block-textarea h3,.content-body .magic-block-api-header h3,.content-body .magic-block-textarea h4,.content-body .magic-block-api-header h4,.content-body .magic-block-textarea h5,.content-body .magic-block-api-header h5,.content-body .magic-block-textarea h6,.content-body .magic-block-api-header h6 {\n\tcolor: #434761 !important;\n\t}\n\t/* Increased container width*/\n\t.hub-container,\n\t.container {\n\t\tmax-width: 1250px;\n\t}\n\n\t/ / New changes for docs: Aashi / .theme-solid header#hub-header #header-top #header-nav-left li a,\n\t.theme-solid header#hub-header #header-top #header-nav-right li a {\n\t\tcolor: #fff;\n\t}\n\n\thtml:not(.useReactApp) nav#hub-sidebar ul a.active,\n\thtml:not(.useReactApp) nav#hub-sidebar ul>li.subnav-expanded>a {\n\t\tcolor: #434761 !important;\n\t\tbackground-color: #ECEDF2;\n\t\tfont-size: 16px;\n\t\tfont-weight: bold;\n\t}\n\n\t#hub-subheader-parent #hub-subheader {\n\t\tbackground-color: #F1F2F5;\n\t\tborder: none;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .hub-breadcrumb-item {\n\t\tmargin-top: 7px;\n\t\tdisplay: flex;\n\t\talign-items: center;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .hub-breadcrumb-item span {\n\t\tcolor: #7D7D8D;\n\t\tfont-size: 14px !important;\n\t\tfont-weight: 500;\n\t\tline-height: 20px;\n\t}\n\n\tbutton.searchbox.searchbox-button.searchbox-input {\n\t\tcolor: #7D7D8D !important;\n\t\tfont-size: 14px;\n\t\tfont-weight: 500;\n\t}\n\n\t#hub-search .searchbox-button .search-symbol {\n\t\theight: 20px;\n\t\twidth: 26px;\n\t\tborder: 1px solid #7D7D8D;\n\t\tborder-radius: 2.5px;\n\t\tbackground: none;\n\t}\n\n\tsection#hub-content header h1,\n\tsection#hub-content header h2 {\n\t\tfont-weight: 500;\n\t\tfont-size: 28px;\n\t}\n\n\t.theme-solid header#hub-header #header-top #header-nav-left li a:hover,\n\t.theme-solid header#hub-header #header-top #header-nav-right li a:hover {\n\t\tbackground: none;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs {\n\t\tdisplay: flex;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown.open a.dropdown-toggle span {\n\t\tcolor: #1F1F1F;\n\t}\n\n\t.content-body .magic-block-callout.type-info {\n\t\tborder-color: #434761;\n\t\tbackground-color: #ECEDF2;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown-menu a.active {\n\t\tbackground-color: #ECEDF2;\n\t\tfont-size: 16px;\n\t\tfont-weight: 700;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown-menu a:hover {\n\t\tbackground-color: #F6F6F6;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs a.dropdown-toggle:hover,\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown.open a.dropdown-toggle {\n\t\tbackground-color: unset;\n\t\tbox-shadow: none;\n\t}\n\n\t.content-body .magic-block-callout.type-info h3,\n\t.content-body .magic-block-callout .fa.fa-info-circle {\n\t\tcolor: #434761;\n\t}\n\n\t.content-body .magic-block-callout h3 {\n\t\tfont-size: 16px;\n\t\tfont-weight: 600;\n\t}\n\n\t/ left nav scrollbar */ #hub-sidebar .nano .nano-pane {\n\t\tdisplay: none !important;\n\t\twidth: 0px;\n\t}\n\n\t/* CSS changes for v4 version docs */\n\tbody {\n\t\t--font-family: proxima nova, proxima-nova, -apple-system, BlinkMacSystemFont, Segoe UI, open sans, Helvetica, Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji;\n\t\t;\n\t}\n\n\t.rm-Header-top {\n\t\tpadding: 2px 30px;\n\t\theight: 59px;\n\t}\n\n\t.App .rm-Container.rm-Container_flex {\n\t\tmax-width: 1350px;\n\t\tmargin: auto;\n\t\theight: 100%;\n\t}\n\n\t.App .rm-Header-top .rm-Container.rm-Container_flex {\n\t\theight: 100%;\n\t}\n\n\t.rm-Container .rm-Logo {\n\t\tpadding: 0px;\n\t\tmargin-right: 15px;\n\t}\n\n\t.rm-Logo img {\n\t\twidth: 109px;\n\t\theight: 40px;\n\t\tmargin-top: 3px;\n\t}\n\n\ta.Button_md.Button_slate_text.rm-Header-top-link {\n\t\tbackground: none;\n\t\tfont-size: 15px;\n\t\tfont-weight: 500;\n\t\tcolor: #EBEBEB;\n\t\tmargin: 0;\n\t\tborder: none;\n\t\theight: 40px;\n\t\tline-height: 40px;\n\t\tmargin: 3px 0;\n\t\tpadding: 4px 10px;\n\t}\n\n\t.Button.Button_slate_text.rm-Header-top-link:active,\n\t.Button.Button_slate_text.rm-Header-top-link:focus,\n\t.Button.Button_slate_text.rm-Header-top-link:hover,\n\t.Button.Button_slate_text.rm-Header-bottom-link:active,\n\t.Button.Button_slate_text.rm-Header-bottom-link:focus,\n\t.Button.Button_slate_text.rm-Header-bottom-link:hover {\n\t\tbackground: unset;\n\t\tborder-color: unset;\n\t\tbox-shadow: none;\n\t\toutline: none;\n\t\tborder: none;\n\t}\n\n\t.Button.Button_slate_text.rm-Header-top-link:active,\n\t.Button.Button_slate_text.rm-Header-top-link:focus,\n\t.Button.Button_slate_text.rm-Header-top-link:hover {\n\t\tcolor: #fff;\n\t}\n\n\t.Button.Button_slate_text.rm-Header-bottom-link:active,\n\t.Button.Button_slate_text.rm-Header-bottom-link:focus,\n\t.Button.Button_slate_text.rm-Header-bottom-link:hover {\n\t\tcolor: #000;\n\t}\n\n\t.rm-Container .Header-leftADQdGVqx1wqU,\n\t.rm-Container .Header-right21PC2XTT6aMg {\n\t\tpadding: 0px;\n\t}\n\n\t.App .rm-Header .rm-Header-bottom-link {\n\t\tborder: none;\n\t\tcolor: #7D7D8D;\n\t\tfont-weight: 400;\n\t\tfont-size: 13px;\n\t}\n\n\t.Header-bottom2eLKOFXMEmh5 {\n\t\tbackground: #F1F2F5;\n\t}\n\n\t.App .rm-Header .rm-Header-bottom-link {\n\t\tcolor: #7D7D8D;\n\t}\n\n\t.rm-Container .Header-search_featherYsmQBn55F3d9 {\n\t\twidth: 30%;\n\t\tbox-shadow: none;\n\t}\n\n\t.rm-Container .rm-SearchToggle {\n\t\twidth: 100%;\n\t\tborder: 0;\n\t\tborder-radius: 4px;\n\t}\n\n\t.NavItem-item-left3n0-RKIwWQ0G {\n\t\tcolor: #7D7D8E;\n\t\tfont-size: 13px;\n\t\tfont-weight: 400;\n\t}\n\n\t.NavItem-item-left3n0-RKIwWQ0G:hover {\n\t\tbackground-color: #F6F6F6;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-sidebar ul a.active {\n\t\tcolor: #434761 !important;\n\t\tbackground-color: #ECEDF2;\n\t\tfont-size: 16px;\n\t\tfont-weight: 700;\n\t}\n\n\tnav#hub-sidebar ul a {\n\t\tfont-size: 16px;\n\t}\n\n\t.rm-Guides #content-head h1 {\n\t\tfont-size: 28px;\n\t\tfont-weight: 400;\n\t}\n\n\t.rm-Sidebar-section .rm-Sidebar-list .Sidebar-link_parent3OBrzjAJRSfq {\n\t\tpadding: 3px 5px 3px 15px;\n\t}\n\n\t.Sidebar-link_parent3OBrzjAJRSfq .Sidebar-link-textLuTE1ySm4Kqn {\n\t\tdisplay: flex;\n\t\tflex-direction: row-reverse;\n\t\twidth: 100%;\n\t\tjustify-content: space-between;\n\t}\n\n\t.Sidebar-link_parent3OBrzjAJRSfq .Sidebar-link-expandIcon2yVH6SarI6NW.icon-chevron-rightward {\n\t\tfont-weight: 600;\n\t\tcolor: #434761;\n\t}\n\n\tul.subpages.Sidebar-list3cZWQLaBf9k8.rm-Sidebar-list {\n\t\tposition: relative;\n\t\tmargin: 5px 0 5px 10px;\n\t\tborder-left: none !important;\n\t}\n\n\tul.subpages.Sidebar-list3cZWQLaBf9k8.rm-Sidebar-list::after {\n\t\tcontent: '';\n\t\tposition: absolute;\n\t\ttop: 0;\n\t\tleft: 0;\n\t\theight: 100%;\n\t\twidth: 3px;\n\t\tborder-radius: 6px;\n\t\t/Removing bg color for list item/ /background: #293378;/\n\t}\n\n\t.content-toc ul li.toc-children ul li {\n\t\tpadding-left: 0px;\n\t}\n\n\t.rm-Guides .markdown-body a[href],\n\t.rm-Guides .markdown-body a:not([href=\"\"]) {\n\t\ttext-decoration: none;\n\t}\n\n\t.App .rm-Guides #content-head {\n\t\tpadding-bottom: 10px\n\t}\n\n\t.markdown-body .callout.callout_info {\n\t\t--text: #434761; // theme text color default\n\t\t--title: inherit; // theme title color (falls back to text color by default)\n\t\t--background: #ECEDF2;\n\t\t--border: #434761;\n\t}\n\n\t.callout[theme=📘] {\n\t\t--emoji: unset;\n\t\t--icon: \"\\f05a\";\n\t\t/* copied from FontAwesome */\n\t\t--icon-color: #101727;\n\t}\n\n\t.App .rm-Header .rm-Header-bottom-link {\n\t\tcolor: #7D7D8D !important;\n\t}\n\n\tCSS. .markdown-body .callout.callout_warn {\n\t\t--text: #434761; // theme text color default\n\t\t--title: inherit; // theme title color (falls back to text color by default)\n\t\t--background: #ECEDF2;\n\t\t--border: #434761;\n\t}\n\n\t/*CSS for site footer */\n\tul.footer-details {\n\t\ttext-align: center;\n\t}\n\n\tul.footer-details li {\n\t\tlist-style: none;\n\t\tfont-size: 14px !important;\n\t\tcolor: #637288 !important;\n\t}\n\n\t.DateLine {\n\t\tdisplay: none !important\n\t}\n\n\t/* Disabled the timestamp*/\n\t.callout a {\n\t\tcolor: #126BFF !important\n\t}\n\n\tcallout[theme=:construction:] {\n\t\t--emoji: unset;\n\t\t--icon: “\\f05a”;\n\t\t/* copied from FontAwesome */\n\t\t--icon-color: #101727;\n\t}\n}\n`/* custom styles for 2 and 3 column layout - start */\n h4.custom-heading {\n margin: 16px 0 0 !important;\n }\n .d-grid {\n display: grid;\n }\n .two-col-container {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr;\n }\n .two-col-subgrid {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr;\n }\n .two-column {\n grid-column: 1/3\n }\n .three-col-container {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr 1fr;\n }\n .three-col-subgrid {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr 1fr;\n }\n .custom-col-text {\n font-size: 16px;\n }\n .link-content .links {\n margin-top: 8px;\n }\n @media screen and (max-width: 560px) {\n .two-col-container {\n grid-template-columns: 1fr;\n }\n .three-col-container {\n grid-template-columns: 1fr;\n }\n .third-column {\n grid-column: 1;\n }\n .two-col-subgrid {\n grid-gap: 0;\n grid-template-columns: 1fr;\n }\n .three-col-subgrid {\n grid-template-columns: 1fr;\n grid-gap: 0 40px;\n }\n }\n @media screen and (min-width: 560px) and (max-width: 780px) {\n .three-col-container {\n grid-template-columns: 1fr 1fr;\n }\n .third-column {\n grid-column: 1;\n }\n .three-col-subgrid {\n grid-template-columns: 1fr 1fr;\n grid-gap: 0 40px;\n }\n }\n /* custom styles for 2 and 3 column layout - end */`\n\n/* DARK MODE CSS STARTS HERE */\n\n/* LIGHT MODE CSS */\n@media (prefers-color-scheme: light) {}\n\n/* IN AUTO - DARK MODE CSS */\n@media (prefers-color-scheme: dark) {\n\t[data-color-mode=\"system\"] .App .content-body a {\n\t\ttext-decoration: underline;\n\t}\n\n\t[data-color-mode=\"system\"] nav[aria-label=\"Pagination\"] a {\n\t\ttext-decoration: none !important;\n\t}\n\n\t[data-color-mode=\"system\"] .callout.callout {\n\t\tborder-color: #5bc0de !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-SearchToggle-icon {\n\t\tbackground: none !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-Guides {\n\t\tbackground: #181a1b !important;\n\t}\n\n\t[data-color-mode=\"system\"] #hub-sidebar ul a.active {\n\t\tbackground: rgb(33, 36, 37);\n\t}\n\n\t[data-color-mode=\"system\"] .App .rm-Guides .callout.callout_info {\n\t\tbackground: rgba(17, 140, 253, 0.05) !important;\n\t}\n\n\t[data-color-mode=\"system\"] .App .rm-SearchToggle {\n\t\tbackground: #2e333f !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-Header-bottom :first-child {\n\t\tbackground: #1f2123;\n\t}\n \n [data-color-mode=\"system\"] .rm-Guides {\n\t\tbackground: #181a1b !important;\n\t}\n \n [data-color-mode=\"system\"] .PageThumbs-comment_submit {\n\t\tbackground: #242E33 !important;\n\t}\n\n\t[data-color-mode=\"system\"] .heading.heading .heading-text,\n\t[data-color-mode=\"system\"] .markdown-body h1,\n\t[data-color-mode=\"system\"] .rm-Guides #content-head h1,\n [data-color-mode=\"system\"] .PageThumbs-comment_submit {\n\t\tcolor: #DCDCDC !important;\n\t}\n\n\n\n\t[data-color-mode=\"system\"] .markdown-body li a,\n\t[data-color-mode=\"system\"] .markdown-body p a {\n\t\tcolor: #429ff8 !important;\n\t}\n\n\t[data-color-mode=\"system\"] .PageThumbs-helpful {\n\t\tbackground-color: rgb(30, 32, 33);\n\t\tbox-shadow: rgb(90, 98, 102) 1px 1px 7px 0px;\n\t\tcolor: #DCDCDC !important;\n\t}\n\n\t[data-color-mode=\"system\"] .Button_secondary_text {\n\t\tcolor: #565656 !important;\n\t}\n\n\t[data-color-mode=\"system\"] .callout-icon:before {\n\t\tcolor: #91b4f0 !important;\n\t}\n \n [data-color-mode=\"system\"] .callout_info {\n\t\tbackground : #182a34 !important;\n\t}\n\t[data-color-mode=\"system\"] .callout_error {\n\t\tbackground : #2e0b0b !important;\n\t}\n\t[data-color-mode=\"system\"] .callout_okay {\n\t\tbackground : #1b2717 !important;\n\t}\n\t[data-color-mode=\"system\"] .callout_warn {\n\t\tbackground : #31220b !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-LandingPage :last-child a,\n\t[data-color-mode=\"system\"] .content-toc li a,\n\t[data-color-mode=\"system\"] .App .rm-Guides,\n\t[data-color-mode=\"system\"] .markdown-body h3,\n\t[data-color-mode=\"system\"] .rdmd-code,\n [data-color-mode=\"system\"] span[class*='Sidebar-'],\n\t[data-color-mode=\"system\"] th,\n [data-color-mode=\"system\"] .CodeTabs-toolbar,\n\t[data-color-mode=\"system\"] .rm-Header-bottom-link,\n\t[data-color-mode=\"system\"] 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{\n\t\tfont-weight: 600;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-sidebar ul a.active {\n\t\tcolor: #434761 !important;\n\t}\n\n\t.h1 {\n\t\tcolor: #434761 !important;\n\t}\n\n\t.subpages {\n\t\tcolor: #434761 !important;\n\t}\n\n\t.PageThumbs {\n\t\tpadding: 10px 5px;\n\t\tposition: fixed;\n\t\tbottom: 0;\n\t\tright: 0;\n\t\tz-index: 1;\n\t}\n\n\t.PageThumbs-helpful {\n\t\tbackground: whitesmoke;\n\t\t-webkit-box-shadow: 1px 1px 7px 0px rgb(120 120 120);\n\t\t-moz-box-shadow: 1px 1px 7px 0px rgba(120, 120, 120, 1);\n\t\tbox-shadow: 1px 1px 7px 0px rgb(120 120 120);\n\t}\n\n\t.Dropdown-content {\n\t\tmargin: -5px 0;\n\t}\n\n\t/nav#hub-sidebar ul .subpages .subpage.active {\n\t\tcolor: #434761;\n\t}\n\n\t/ nav#hub-sidebar ul a {\n\t\tcolor: #434761 !important;\n\t}\n\n\t/left nav category color/ nav#hub-sidebar h3 {\n\t\tcolor: #434761 !important;\n\t\tfont-size: 16px !important;\n\t\tfont-weight: 600 !important;\n\t}\n\n\t/left nav category color/ .content-body .magic-block-textarea h1,\n\t.content-body .magic-block-api-header h1,\n\t.content-body .magic-block-textarea h2,\n\t.content-body .magic-block-api-header h2,\n\t.content-body .magic-block-textarea h3,\n\t.content-body .magic-block-api-header h3,\n\t.content-body .magic-block-textarea h4,\n\t.content-body .magic-block-api-header h4,\n\t.content-body .magic-block-textarea h5,\n\t.content-body .magic-block-api-header h5,\n\t.content-body .magic-block-textarea h6,\n\t.content-body .magic-block-api-header h6 {\n\t\tcolor: #434761 !important;\n\t}\n\n\t/* Increased container width*/\n\t.hub-container,\n\t.container {\n\t\tmax-width: 1250px;\n\t}\n\n\t/*p, li, ol {\n\tcolor: #434761 !important;\n\t}\n\tsection#hub-content #content-container section.content-toc ul a{\n\tcolor:#434761 !important;\n\t}\n\t.text-overflow{\n\tcolor: #434761 !important;\n\t}\n\t.h3{\n\tcolor: #434761 !important;\n\t}\n\t#hub-sidebar ul a.active{\n\tcolor: #434761 !important;\n\t}\n\t.h1{\n\tcolor: #434761 !important;\n\t}\n\t.subpages{\n\tcolor: #434761 !important;\n\t}\n\t/nav#hub-sidebar ul .subpages .subpage.active {\n\tcolor: #434761;\n\t}/\n\tnav#hub-sidebar ul a {\n\tcolor: #434761 !important;\n\t}\n\t.content-body .magic-block-textarea h1,.content-body .magic-block-api-header h1,.content-body .magic-block-textarea h2,.content-body .magic-block-api-header h2,.content-body .magic-block-textarea h3,.content-body .magic-block-api-header h3,.content-body .magic-block-textarea h4,.content-body .magic-block-api-header h4,.content-body .magic-block-textarea h5,.content-body .magic-block-api-header h5,.content-body .magic-block-textarea h6,.content-body .magic-block-api-header h6 {\n\tcolor: #434761 !important;\n\t}\n\t/* Increased container width*/\n\t.hub-container,\n\t.container {\n\t\tmax-width: 1250px;\n\t}\n\n\t/ / New changes for docs: Aashi / .theme-solid header#hub-header #header-top #header-nav-left li a,\n\t.theme-solid header#hub-header #header-top #header-nav-right li a {\n\t\tcolor: #fff;\n\t}\n\n\thtml:not(.useReactApp) nav#hub-sidebar ul a.active,\n\thtml:not(.useReactApp) nav#hub-sidebar ul>li.subnav-expanded>a {\n\t\tcolor: #434761 !important;\n\t\tbackground-color: #ECEDF2;\n\t\tfont-size: 16px;\n\t\tfont-weight: bold;\n\t}\n\n\t#hub-subheader-parent #hub-subheader {\n\t\tbackground-color: #F1F2F5;\n\t\tborder: none;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .hub-breadcrumb-item {\n\t\tmargin-top: 7px;\n\t\tdisplay: flex;\n\t\talign-items: center;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .hub-breadcrumb-item span {\n\t\tcolor: #7D7D8D;\n\t\tfont-size: 14px !important;\n\t\tfont-weight: 500;\n\t\tline-height: 20px;\n\t}\n\n\tbutton.searchbox.searchbox-button.searchbox-input {\n\t\tcolor: #7D7D8D !important;\n\t\tfont-size: 14px;\n\t\tfont-weight: 500;\n\t}\n\n\t#hub-search .searchbox-button .search-symbol {\n\t\theight: 20px;\n\t\twidth: 26px;\n\t\tborder: 1px solid #7D7D8D;\n\t\tborder-radius: 2.5px;\n\t\tbackground: none;\n\t}\n\n\tsection#hub-content header h1,\n\tsection#hub-content header h2 {\n\t\tfont-weight: 500;\n\t\tfont-size: 28px;\n\t}\n\n\t.theme-solid header#hub-header #header-top #header-nav-left li a:hover,\n\t.theme-solid header#hub-header #header-top #header-nav-right li a:hover {\n\t\tbackground: none;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs {\n\t\tdisplay: flex;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown.open a.dropdown-toggle span {\n\t\tcolor: #1F1F1F;\n\t}\n\n\t.content-body .magic-block-callout.type-info {\n\t\tborder-color: #434761;\n\t\tbackground-color: #ECEDF2;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown-menu a.active {\n\t\tbackground-color: #ECEDF2;\n\t\tfont-size: 16px;\n\t\tfont-weight: 700;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown-menu a:hover {\n\t\tbackground-color: #F6F6F6;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs a.dropdown-toggle:hover,\n\t#hub-subheader-parent #hub-subheader .hub-subheader-breadcrumbs .dropdown.open a.dropdown-toggle {\n\t\tbackground-color: unset;\n\t\tbox-shadow: none;\n\t}\n\n\t.content-body .magic-block-callout.type-info h3,\n\t.content-body .magic-block-callout .fa.fa-info-circle {\n\t\tcolor: #434761;\n\t}\n\n\t.content-body .magic-block-callout h3 {\n\t\tfont-size: 16px;\n\t\tfont-weight: 600;\n\t}\n\n\t/ left nav scrollbar */ #hub-sidebar .nano .nano-pane {\n\t\tdisplay: none !important;\n\t\twidth: 0px;\n\t}\n\n\t/* CSS changes for v4 version docs */\n\tbody {\n\t\t--font-family: proxima nova, proxima-nova, -apple-system, BlinkMacSystemFont, Segoe UI, open sans, Helvetica, Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji;\n\t\t;\n\t}\n\n\t.rm-Header-top {\n\t\tpadding: 2px 30px;\n\t\theight: 59px;\n\t}\n\n\t.App .rm-Container.rm-Container_flex {\n\t\tmax-width: 1350px;\n\t\tmargin: auto;\n\t\theight: 100%;\n\t}\n\n\t.App .rm-Header-top .rm-Container.rm-Container_flex {\n\t\theight: 100%;\n\t}\n\n\t.rm-Container .rm-Logo {\n\t\tpadding: 0px;\n\t\tmargin-right: 15px;\n\t}\n\n\t.rm-Logo img {\n\t\twidth: 109px;\n\t\theight: 40px;\n\t\tmargin-top: 3px;\n\t}\n\n\ta.Button_md.Button_slate_text.rm-Header-top-link {\n\t\tbackground: none;\n\t\tfont-size: 15px;\n\t\tfont-weight: 500;\n\t\tcolor: #EBEBEB;\n\t\tmargin: 0;\n\t\tborder: none;\n\t\theight: 40px;\n\t\tline-height: 40px;\n\t\tmargin: 3px 0;\n\t\tpadding: 4px 10px;\n\t}\n\n\t.Button.Button_slate_text.rm-Header-top-link:active,\n\t.Button.Button_slate_text.rm-Header-top-link:focus,\n\t.Button.Button_slate_text.rm-Header-top-link:hover,\n\t.Button.Button_slate_text.rm-Header-bottom-link:active,\n\t.Button.Button_slate_text.rm-Header-bottom-link:focus,\n\t.Button.Button_slate_text.rm-Header-bottom-link:hover {\n\t\tbackground: unset;\n\t\tborder-color: unset;\n\t\tbox-shadow: none;\n\t\toutline: none;\n\t\tborder: none;\n\t}\n\n\t.Button.Button_slate_text.rm-Header-top-link:active,\n\t.Button.Button_slate_text.rm-Header-top-link:focus,\n\t.Button.Button_slate_text.rm-Header-top-link:hover {\n\t\tcolor: #fff;\n\t}\n\n\t.Button.Button_slate_text.rm-Header-bottom-link:active,\n\t.Button.Button_slate_text.rm-Header-bottom-link:focus,\n\t.Button.Button_slate_text.rm-Header-bottom-link:hover {\n\t\tcolor: #000;\n\t}\n\n\t.rm-Container .Header-leftADQdGVqx1wqU,\n\t.rm-Container .Header-right21PC2XTT6aMg {\n\t\tpadding: 0px;\n\t}\n\n\t.App .rm-Header .rm-Header-bottom-link {\n\t\tborder: none;\n\t\tcolor: #7D7D8D;\n\t\tfont-weight: 400;\n\t\tfont-size: 13px;\n\t}\n\n\t.Header-bottom2eLKOFXMEmh5 {\n\t\tbackground: #F1F2F5;\n\t}\n\n\t.App .rm-Header .rm-Header-bottom-link {\n\t\tcolor: #7D7D8D;\n\t}\n\n\t.rm-Container .Header-search_featherYsmQBn55F3d9 {\n\t\twidth: 30%;\n\t\tbox-shadow: none;\n\t}\n\n\t.rm-Container .rm-SearchToggle {\n\t\twidth: 100%;\n\t\tborder: 0;\n\t\tborder-radius: 4px;\n\t}\n\n\t.NavItem-item-left3n0-RKIwWQ0G {\n\t\tcolor: #7D7D8E;\n\t\tfont-size: 13px;\n\t\tfont-weight: 400;\n\t}\n\n\t.NavItem-item-left3n0-RKIwWQ0G:hover {\n\t\tbackground-color: #F6F6F6;\n\t\tcolor: #434761 !important;\n\t}\n\n\t#hub-sidebar ul a.active {\n\t\tcolor: #434761 !important;\n\t\tbackground-color: #ECEDF2;\n\t\tfont-size: 16px;\n\t\tfont-weight: 700;\n\t}\n\n\tnav#hub-sidebar ul a {\n\t\tfont-size: 16px;\n\t}\n\n\t.rm-Guides #content-head h1 {\n\t\tfont-size: 28px;\n\t\tfont-weight: 400;\n\t}\n\n\t.rm-Sidebar-section .rm-Sidebar-list .Sidebar-link_parent3OBrzjAJRSfq {\n\t\tpadding: 3px 5px 3px 15px;\n\t}\n\n\t.Sidebar-link_parent3OBrzjAJRSfq .Sidebar-link-textLuTE1ySm4Kqn {\n\t\tdisplay: flex;\n\t\tflex-direction: row-reverse;\n\t\twidth: 100%;\n\t\tjustify-content: space-between;\n\t}\n\n\t.Sidebar-link_parent3OBrzjAJRSfq .Sidebar-link-expandIcon2yVH6SarI6NW.icon-chevron-rightward {\n\t\tfont-weight: 600;\n\t\tcolor: #434761;\n\t}\n\n\tul.subpages.Sidebar-list3cZWQLaBf9k8.rm-Sidebar-list {\n\t\tposition: relative;\n\t\tmargin: 5px 0 5px 10px;\n\t\tborder-left: none !important;\n\t}\n\n\tul.subpages.Sidebar-list3cZWQLaBf9k8.rm-Sidebar-list::after {\n\t\tcontent: '';\n\t\tposition: absolute;\n\t\ttop: 0;\n\t\tleft: 0;\n\t\theight: 100%;\n\t\twidth: 3px;\n\t\tborder-radius: 6px;\n\t\t/Removing bg color for list item/ /background: #293378;/\n\t}\n\n\t.content-toc ul li.toc-children ul li {\n\t\tpadding-left: 0px;\n\t}\n\n\t.rm-Guides .markdown-body a[href],\n\t.rm-Guides .markdown-body a:not([href=\"\"]) {\n\t\ttext-decoration: none;\n\t}\n\n\t.App .rm-Guides #content-head {\n\t\tpadding-bottom: 10px\n\t}\n\n\t.markdown-body .callout.callout_info {\n\t\t--text: #434761; // theme text color default\n\t\t--title: inherit; // theme title color (falls back to text color by default)\n\t\t--background: #ECEDF2;\n\t\t--border: #434761;\n\t}\n\n\t.callout[theme=📘] {\n\t\t--emoji: unset;\n\t\t--icon: \"\\f05a\";\n\t\t/* copied from FontAwesome */\n\t\t--icon-color: #101727;\n\t}\n\n\t.App .rm-Header .rm-Header-bottom-link {\n\t\tcolor: #7D7D8D !important;\n\t}\n\n\tCSS. .markdown-body .callout.callout_warn {\n\t\t--text: #434761; // theme text color default\n\t\t--title: inherit; // theme title color (falls back to text color by default)\n\t\t--background: #ECEDF2;\n\t\t--border: #434761;\n\t}\n\n\t/*CSS for site footer */\n\tul.footer-details {\n\t\ttext-align: center;\n\t}\n\n\tul.footer-details li {\n\t\tlist-style: none;\n\t\tfont-size: 14px !important;\n\t\tcolor: #637288 !important;\n\t}\n\n\t.DateLine {\n\t\tdisplay: none !important\n\t}\n\n\t/* Disabled the timestamp*/\n\t.callout a {\n\t\tcolor: #126BFF !important\n\t}\n\n\tcallout[theme=:construction:] {\n\t\t--emoji: unset;\n\t\t--icon: “\\f05a”;\n\t\t/* copied from FontAwesome */\n\t\t--icon-color: #101727;\n\t}\n}\n`/* custom styles for 2 and 3 column layout - start */\n h4.custom-heading {\n margin: 16px 0 0 !important;\n }\n .d-grid {\n display: grid;\n }\n .two-col-container {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr;\n }\n .two-col-subgrid {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr;\n }\n .two-column {\n grid-column: 1/3\n }\n .three-col-container {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr 1fr;\n }\n .three-col-subgrid {\n display: grid;\n grid-gap: 16px 40px;\n grid-template-columns: 1fr 1fr 1fr;\n }\n .custom-col-text {\n font-size: 16px;\n }\n .link-content .links {\n margin-top: 8px;\n }\n @media screen and (max-width: 560px) {\n .two-col-container {\n grid-template-columns: 1fr;\n }\n .three-col-container {\n grid-template-columns: 1fr;\n }\n .third-column {\n grid-column: 1;\n }\n .two-col-subgrid {\n grid-gap: 0;\n grid-template-columns: 1fr;\n }\n .three-col-subgrid {\n grid-template-columns: 1fr;\n grid-gap: 0 40px;\n }\n }\n @media screen and (min-width: 560px) and (max-width: 780px) {\n .three-col-container {\n grid-template-columns: 1fr 1fr;\n }\n .third-column {\n grid-column: 1;\n }\n .three-col-subgrid {\n grid-template-columns: 1fr 1fr;\n grid-gap: 0 40px;\n }\n }\n /* custom styles for 2 and 3 column layout - end */`\n\n/* DARK MODE CSS STARTS HERE */\n\n/* LIGHT MODE CSS */\n@media (prefers-color-scheme: light) {}\n\n/* IN AUTO - DARK MODE CSS */\n@media (prefers-color-scheme: dark) {\n\t[data-color-mode=\"system\"] .App .content-body a {\n\t\ttext-decoration: underline;\n\t}\n\n\t[data-color-mode=\"system\"] nav[aria-label=\"Pagination\"] a {\n\t\ttext-decoration: none !important;\n\t}\n\n\t[data-color-mode=\"system\"] .callout.callout {\n\t\tborder-color: #5bc0de !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-SearchToggle-icon {\n\t\tbackground: none !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-Guides {\n\t\tbackground: #181a1b !important;\n\t}\n\n\t[data-color-mode=\"system\"] #hub-sidebar ul a.active {\n\t\tbackground: rgb(33, 36, 37);\n\t}\n\n\t[data-color-mode=\"system\"] .App .rm-Guides .callout.callout_info {\n\t\tbackground: rgba(17, 140, 253, 0.05) !important;\n\t}\n\n\t[data-color-mode=\"system\"] .App .rm-SearchToggle {\n\t\tbackground: #2e333f !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-Header-bottom :first-child {\n\t\tbackground: #1f2123;\n\t}\n \n [data-color-mode=\"system\"] .rm-Guides {\n\t\tbackground: #181a1b !important;\n\t}\n \n [data-color-mode=\"system\"] .PageThumbs-comment_submit {\n\t\tbackground: #242E33 !important;\n\t}\n\n\t[data-color-mode=\"system\"] .heading.heading .heading-text,\n\t[data-color-mode=\"system\"] .markdown-body h1,\n\t[data-color-mode=\"system\"] .rm-Guides #content-head h1,\n [data-color-mode=\"system\"] .PageThumbs-comment_submit {\n\t\tcolor: #DCDCDC !important;\n\t}\n\n\n\n\t[data-color-mode=\"system\"] .markdown-body li a,\n\t[data-color-mode=\"system\"] .markdown-body p a {\n\t\tcolor: #429ff8 !important;\n\t}\n\n\t[data-color-mode=\"system\"] .PageThumbs-helpful {\n\t\tbackground-color: rgb(30, 32, 33);\n\t\tbox-shadow: rgb(90, 98, 102) 1px 1px 7px 0px;\n\t\tcolor: #DCDCDC !important;\n\t}\n\n\t[data-color-mode=\"system\"] .Button_secondary_text {\n\t\tcolor: #565656 !important;\n\t}\n\n\t[data-color-mode=\"system\"] .callout-icon:before {\n\t\tcolor: #91b4f0 !important;\n\t}\n \n [data-color-mode=\"system\"] .callout_info {\n\t\tbackground : #182a34 !important;\n\t}\n\t[data-color-mode=\"system\"] .callout_error {\n\t\tbackground : #2e0b0b !important;\n\t}\n\t[data-color-mode=\"system\"] .callout_okay {\n\t\tbackground : #1b2717 !important;\n\t}\n\t[data-color-mode=\"system\"] .callout_warn {\n\t\tbackground : #31220b !important;\n\t}\n\n\t[data-color-mode=\"system\"] .rm-LandingPage :last-child a,\n\t[data-color-mode=\"system\"] .content-toc li a,\n\t[data-color-mode=\"system\"] .App .rm-Guides,\n\t[data-color-mode=\"system\"] .markdown-body h3,\n\t[data-color-mode=\"system\"] .rdmd-code,\n [data-color-mode=\"system\"] span[class*='Sidebar-'],\n\t[data-color-mode=\"system\"] th,\n [data-color-mode=\"system\"] .CodeTabs-toolbar,\n\t[data-color-mode=\"system\"] .rm-Header-bottom-link,\n\t[data-color-mode=\"system\"] .rm-Sidebar-heading,\n\t[data-color-mode=\"system\"] .markdown-body td,\n\t[data-color-mode=\"system\"] .markdown-body p,\n\t[data-color-mode=\"system\"] .markdown-body li,\n\t[data-color-mode=\"system\"] .markdown-body ol,\n\t[data-color-mode=\"system\"] .markdown-body a,\n\t[data-color-mode=\"system\"] .Sidebar-link_parent3OBrzjAJRSfq .Sidebar-link-expandIcon2yVH6SarI6NW.icon-chevron-rightward,\n\t[data-color-mode=\"system\"] .rm-SearchToggle-icon,\n\t[data-color-mode=\"system\"] .rm-SearchToggle-placeholder,\n\t[data-color-mode=\"system\"] .rm-SearchToggle-shortcut,\n\t[data-color-mode=\"system\"] .PageThumbs-comment-body,\n\t[data-color-mode=\"system\"] .suggestEdits,\n [data-color-mode=\"system\"] .rm-Pagination > a div,\n [data-color-mode=\"system\"] input[class*='SearchBox-Input'],\n\t[data-color-mode=\"system\"] div[class*='SearchResults'],\n [data-color-mode=\"system\"] .PageThumbs-comment_input,\n [data-color-mode=\"system\"] span[class*='SearchTabs-'],\n [data-color-mode=\"system\"] span[class*='SearchResults'],\n\t[data-color-mode=\"system\"] .App .rm-Header .rm-Header-bottom-link {\n\t\tcolor: #DCDCDC !important;\n\t}\n}\n\n/*STRICT DARK MODE CSS */\n[data-color-mode=\"dark\"] .App .content-body a {\n\ttext-decoration: underline;\n}\n\n[data-color-mode=\"dark\"] nav[aria-label=\"Pagination\"] a {\n\ttext-decoration: none !important;\n}\n\n[data-color-mode=\"dark\"] #hub-sidebar ul a.active {\n\tbackground: rgb(33, 36, 37);\n}\n\n[data-color-mode=\"dark\"] .rm-SearchToggle-icon {\n\tbackground: none !important;\n}\n\n[data-color-mode=\"dark\"] .rm-Guides 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