BigQuery: Cloud Data Warehouse

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/web/20210305084931im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/billing_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/active-assist" 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class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210305084931im_/https://cloud.google.com/images/navigation/products/opencue_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/products/cloud-migration" track-type="navMenu" track-name="Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/cloud-migration" tooltip> <div class="devsite-nav-item-icon-container" 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class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/transfer" track-type="navMenu" track-name="BigQuery Data Transfer Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigquery/transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li 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track-metadata-position="nav" track-metadata-href="https://cloud.google.com/foundation-toolkit" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/database-migration" track-type="navMenu" track-name="Database Migration Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/database-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://www.gstatic.com/cloud/images/navigation/database-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/migrate/anthos" track-type="navMenu" track-name="Migrate for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/migrate/compute-engine" track-type="navMenu" track-name="Migrate for Compute Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/compute-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforcomputeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Compute Engine </div> <div class="devsite-nav-item-description"> Components for migrating VMs and physical servers to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/cloud-migration-program" track-type="navMenu" track-name="Rapid Assessment & Migration Program (RAMP)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/cloud-migration-program" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210305084931im_/https://www.gstatic.com/cloud/images/navigation/rapid-assessment.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Rapid Assessment & Migration Program (RAMP) </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a 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data-label="Responsive Tab: Dialogflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dialogflow"> <span class="devsite-nav-text" tooltip> Dialogflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/automl-tables" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AutoML Tables" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="autoMLTables"> <span class="devsite-nav-text" tooltip> AutoML Tables </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products#ai-and-machine-learning" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all AI and machine learning products" track-type="navMenu" track-metadata-eventdetail="globalMenu" 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track-metadata-position="nav" track-name="vMwareEngine"> <span class="devsite-nav-text" tooltip> VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products#compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all compute products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllComputeProducts"> <span class="devsite-nav-text" tooltip> See all compute products </span> </a> </li> <li 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track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/ai-platform/deep-learning-containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Deep Learning Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="deepLearningContainers"> <span class="devsite-nav-text" tooltip> Deep Learning Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Kubernetes Applications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" 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Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bareMetal"> <span class="devsite-nav-text" tooltip> Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210305084931/https://firebase.google.com/products/realtime-database/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firebase Realtime Database" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firebaseRealtimeDatabase"> <span class="devsite-nav-text" tooltip> Firebase Realtime Database </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="developerTools"> <span class="devsite-nav-text" tooltip> Developer Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="artifactRegistry"> <span class="devsite-nav-text" tooltip> Artifact Registry 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track-name="cloudScheduler"> <span class="devsite-nav-text" tooltip> Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSourceRepositories"> <span class="devsite-nav-text" tooltip> Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTasks"> <span class="devsite-nav-text" tooltip> Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/tekton" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Tekton" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tekton"> <span class="devsite-nav-text" tooltip> Tekton </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareAPIx"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a 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data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare Natural Language AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="healthcareNaturalLanguageAI"> <span class="devsite-nav-text" tooltip> Healthcare Natural Language AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multi-cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMultiCloud"> <span class="devsite-nav-text" tooltip> Hybrid and Multi-cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/anthos/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRunForAnthos"> <span class="devsite-nav-text" tooltip> Cloud Run for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudMarketplaceForAnthos"> <span class="devsite-nav-text" tooltip> Google Cloud Marketplace for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeAPIManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Internet of Things </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/iot-core" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IoT Core" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIoTCore"> <span class="devsite-nav-text" tooltip> Cloud IoT Core </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/edge-tpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Edge TPU" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="edgeTPU"> <span class="devsite-nav-text" tooltip> Edge TPU </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="managementTools"> <span class="devsite-nav-text" tooltip> Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudShell"> <span class="devsite-nav-text" tooltip> Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudConsole"> <span class="devsite-nav-text" tooltip> Cloud Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/deployment-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDeploymentManager"> <span class="devsite-nav-text" tooltip> Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/console-app" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Mobile App" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudMobileApp"> <span class="devsite-nav-text" tooltip> Cloud Mobile App </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud APIs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudAPIs"> <span class="devsite-nav-text" tooltip> Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="privateCatalog"> <span class="devsite-nav-text" tooltip> Private Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="costManagement"> <span class="devsite-nav-text" tooltip> Cost Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Intelligent Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="intelligentManagement"> <span class="devsite-nav-text" tooltip> Intelligent Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Media and Gaming </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/game-servers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Game Servers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gameServers"> <span class="devsite-nav-text" tooltip> Game Servers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/opencue" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: OpenCue" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="openCue"> <span class="devsite-nav-text" tooltip> OpenCue </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/products/cloud-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migration"> <span class="devsite-nav-text" tooltip> Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="applicationMigration"> <span class="devsite-nav-text" tooltip> Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/bigquery/transfer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery Data Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQueryDataTransferService"> <span class="devsite-nav-text" tooltip> BigQuery Data Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a 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gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210305084931/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for 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.hero-module--centered .hero-module__content { text-align: center; } .hero-module__buttons { margin-right: 0; } } @media(max-width: 600px) { .hero-module__buttons .cloud-button--flat { margin-top: 12px; } } </style> <div class="hero-module hero-module--product" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-metadata-position="hero"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-12"> </div> <div class="hero-module__content cloud-grid__col is-8"> <div class="cws-spacer-2--bottom"> <h2 class="cloud-headline2" id="bigquery" data-text=" BigQuery "> BigQuery </h2> </div> <div class="cws-spacer-3--bottom"> <p class="richtext cloud-body-text__large"> <p>Serverless, highly scalable, and cost-effective multi-cloud data warehouse designed for business agility.</p> <p>New customers get $300 in free credits to spend on Google Cloud during the first 90 days. All customers get 10 GB storage and up to 1 TB queries/month, completely free of charge.</p> </p> </div> <div class="hero-module__button-wrapper cws-spacer-3--top"> <div class="hero-module__buttons"> <a class="cloud-button cloud-button--primary" href="https://web.archive.org/web/20210305084931/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="primary" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-name="try bigquery free" track-metadata-position="hero"> Try BigQuery free </a> </div> </div> <ul class="cloud-grid hero-module__checkmarks cws-spacer-3--top"> <div class="cloud-grid__col is-12"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> 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track-type="inline link" track-metadata-eventdetail="services.google.com/fh/files/blogs/esg_economic_validation_google_bigquery_vs_cloud-based-edws-september_2019.pdf" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-name="cloud data warehouse alternatives" track-metadata-position="hero">cloud data warehouse alternatives</a> </p> </span> </li> </div> <div class="cloud-grid__col is-12"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use 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minute including how it works and common use cases" track-metadata-position="hero"> <div class="cloud-card__media cloud-card__video"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rw-lo-sc0xffffff-h170-w300 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rw-lo-sc0xffffff-h340-w600 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rj-sc0xffffff-h170-w300 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/7X8aFvu6Ij0Kl-swpPsumEcsln-9mhSHmxE4BTvbgsKUkKzaU1GdGcPx4Ehl2wUONLcOl8RszHw=e14-rj-sc0xffffff-h340-w600 2x"> <img alt="BigQuery in a 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target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="CFw4peH2UwU" track-metadata-module="hero" track-metadata-module_headline="bigquery" track-name="learn bigquery in a minute including how it works and common use cases" track-metadata-position="hero"> <div class="cloud-card__content" style=""> <p class="cloud-eyebrow cloud-card__eyebrow">VIDEO</p> <p class="cloud-card__headline cloud-subhead2">Learn BigQuery in a minute, including how it works and common use cases</p> </div> </a> </div> </div> </div> </div> <div class="product-template__benefits"> <div class="cloud-jump-section" data-cloud-main-text="Benefits"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Benefits</p> <style> .benefit-module__headline { margin: 0 0 16px; } .benefit-module__copy-block { border: 1px solid #dbdce0; padding: 36px; } @media(max-width: 600px) { .benefit-module__copy-block { padding: 0 24px; } .benefit-module__copy-block .cloud-copy__text { margin: 24px 0; } } </style> <div class="benefits-module cloud-copy" track-metadata-module="benefits"> <div class="benefit-module__copy-block cloud-grid--alternate"> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="benefit-module__headline"> <h4 class="cloud-headline4" id="gain-insights-with-real-time-and-predictive-analytics" data-text="Gain insights with real-time and predictive analytics">Gain insights with real-time and predictive analytics</h4> </div> <span class="richtext cloud-body-text"> <p>Query streaming data in real time and get up-to-date information on all your business processes. Predict business outcomes easily with built-in machine learning and without the need to move data.</p> </span> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="benefit-module__headline"> <h4 class="cloud-headline4" id="access-data-and-share-insights-with-ease" data-text="Access data and share insights with ease">Access data and share insights with ease</h4> </div> <span class="richtext cloud-body-text"> <p>Securely access and share analytical insights in your organization with a few clicks. Easily create stunning reports and dashboards using popular business intelligence tools, out of the box.</p> </span> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="benefit-module__headline"> <h4 class="cloud-headline4" id="protect-your-data-and-operate-with-trust" data-text="Protect your data and operate with trust">Protect your data and operate with trust</h4> </div> <span class="richtext cloud-body-text"> <p>Rely on BigQuery’s robust security, governance, and reliability controls that offer high availability and a 99.99% uptime SLA. Protect your data with encryption by default and customer-managed encryption keys.</p> </span> </div> </div> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Key features"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Key features</p> <style> .key-features-module__eyebrow { margin-bottom: 8px; } .key-features-module__key-feature { margin-bottom: 40px; } .key-features-module__key-feature:last-of-type { margin-bottom: 24px; } .key-features-module__right-rail:not(:empty) { margin-top: 36px; } @media(min-width: 768px) { .key-features-module__right-rail:not(:empty) { margin-top: 0; } } </style> <div class="key-features-module" track-metadata-module="key features" track-metadata-module_headline="key features"> <div class="cloud-grid"> <div class="key-features-module__headline cws-spacer-4--bottom cloud-grid__col is-8"> <h3 class="cloud-headline3" id="key-features" data-text=" Key features "> Key features </h3> </div> </div> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="bigquery-ml" data-text="BigQuery ML">BigQuery ML</h5> <span class="richtext cloud-body-text"> <p> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery-ml/docs/" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/docs/" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="bigquery ml">BigQuery ML</a> enables data scientists and data analysts to build and operationalize ML models on planet-scale structured or semi-structured data, directly inside BigQuery, using simple SQL—in a fraction of the time. Export BigQuery ML models for online prediction into Cloud AI Platform or your own serving layer. Learn more about the <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery-ml/docs/bigqueryml-intro#supported_models_in" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/docs/bigqueryml-intro" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="models we currently support">models we currently support</a>. </p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="bigquery-gis" data-text="BigQuery GIS">BigQuery GIS</h5> <span class="richtext cloud-body-text"> <p> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/gis-intro" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/gis-intro" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="bigquery gis">BigQuery GIS</a> uniquely combines the serverless architecture of BigQuery with native support for geospatial analysis, so you can augment your analytics workflows with location intelligence. Simplify your analyses, see spatial data in fresh ways, and unlock entirely new lines of business with support for arbitrary points, lines, polygons, and multi-polygons in common geospatial data formats.</p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="bigquery-bi-engine" data-text="BigQuery BI Engine">BigQuery BI Engine</h5> <span class="richtext cloud-body-text"> <p> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bi-engine/docs" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bi-engine/docs" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="bigquery bi engine">BigQuery BI Engine</a> is an in-memory analysis service built into BigQuery that enables users to analyze large and complex datasets interactively with sub-second query response time and high concurrency. BI Engine natively integrates with Google’s <a href="https://web.archive.org/web/20210305084931/https://datastudio.google.com/overview" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="datastudio.google.com/overview" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="data studio">Data Studio</a>, and <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="now in preview">now in preview</a>, to <a href="https://web.archive.org/web/20210305084931/http://cloud.google.com/bi-engine/docs/getting-started-sql-looker" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bi-engine/docs/getting-started-sql-looker" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="looker">Looker</a>, <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/connected-sheets" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/connected-sheets" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="connected sheets">Connected Sheets,</a> and all our BI partners solutions via ODBC/JDBC. Learn more and <a href="https://web.archive.org/web/20210305084931/https://docs.google.com/forms/d/1x3BzNzPL0fhp_e7JxUg5URRvGWEdrjvIGHycvxvRK_k/edit" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="docs.google.com/forms/d/1x3BzNzPL0fhp_e7JxUg5URRvGWEdrjvIGHycvxvRK_k/edit" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="enroll in bi engines preview">enroll in BI Engine’s preview</a><a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/bigquery-bi-engine-extends-integration-for-any-bi-solution" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="">.</a> </p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="connected-sheets" data-text="Connected Sheets">Connected Sheets</h5> <span class="richtext cloud-body-text"> <p> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/g-suite/connected-sheets-is-generally-available" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/g-suite/connected-sheets-is-generally-available" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="connected sheets">Connected Sheets</a> allows users to analyze billions of rows of live BigQuery data in Google Sheets without requiring SQL knowledge. Users can apply familiar tools—like pivot tables, charts, and formulas—to easily derive insights from big data. Learn more about Connected Sheets and <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/connected-sheets" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/connected-sheets" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="how to get started">how to get started</a>. </p> </span> </div> <a class="cloud-button cloud-button--flat cloud-smooth-scroll" href="#all-features" track-type="button" track-metadata-eventdetail="cloud.google.com" track-metadata-modifier="flat" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="view all features"> View all features </a> </div> <div class="key-features-module__right-rail cloud-grid__col is-4"> <div class="cloud-card cloud-card--no-hover cloud-elevation-z1"> <a href="https://web.archive.org/web/20210305084931/https://www.youtube.com/watch?v=4cD_08g-USw" target="_blank" rel="noopener" class="lb" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="4cD_08g-USw" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="demo showcasing how to use advanced analytics in bigquery to optimize operations"> <div class="cloud-card__media cloud-card__video"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rw-lo-sc0xffffff-h170-w300 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/uJYgzYMJcOZyI05syOriCH8P9r-xQbzXaalnOmDmtJeOI0jzbSLxT7RKlNSjGSYk8ESCkGw7xjM=e14-rw-lo-sc0xffffff-h340-w600 2x"> <source type="image/jpeg" 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C39.778744,13.978744 39.778744,7.67477571 38.9452773,4.64887095 Z M15.9654106,19.7977916 L15.9654106,8.15969634 L26.2845217,13.978744 L15.9654106,19.7977916 Z"></path> </svg> </div> <span class="cloud-card__video-timestamp cloud-chip--overlay"> 7:31 </span> </div> </a> <a class="cloud-card__card-link cloud-card__card-link--video lb" href="https://web.archive.org/web/20210305084931/https://www.youtube.com/watch?v=4cD_08g-USw" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="4cD_08g-USw" track-metadata-module="key features" track-metadata-module_headline="key features" track-name="demo showcasing how to use advanced analytics in bigquery to optimize operations"> <div class="cloud-card__content" style=""> <p class="cloud-eyebrow cloud-card__eyebrow">VIDEO</p> <p class="cloud-card__headline cloud-subhead2">Demo showcasing how to use advanced analytics in BigQuery to optimize operations</p> </div> </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Customers"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Customers</p> <style> .customer-module__carousel .cloud-carousel { padding: 0; } .customer-module__carousel, .customer-module__headline { margin-bottom: 36px; } @media(max-width: 768px) { .customer-module__headline { margin-bottom: 0; } } </style> <div class="customer-module" track-metadata-module="customers carousel" track-metadata-module_headline="customers"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="customer-module__headline"> <h3 class="cloud-headline3" id="customers" data-text="Customers">Customers</h3> </div> </div> </div> <div class="customer-module__carousel"> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up cloud-carousel--margin-tight"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story lb" href="https://web.archive.org/web/20210305084931/https://www.youtube.com/watch?v=yL8gDnbgXOc&autoplay=1" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-child_headline="ups uses bigquery to achieve precise package volume forecasting for the company" track-metadata-child_index="1" track-metadata-child_total="6" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="yL8gDnbgXOc" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="ups uses bigquery to achieve precise package volume forecasting for the company"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="UPS logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/kl2d0KsnXcCX7wgrFjHDcC1zc-iBrlg9xdo6f87uogRBsnoedJWXkCpHWEPJyfCIM5wWsENsbC8-=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/kl2d0KsnXcCX7wgrFjHDcC1zc-iBrlg9xdo6f87uogRBsnoedJWXkCpHWEPJyfCIM5wWsENsbC8-=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Video</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">UPS uses BigQuery to achieve precise package volume forecasting for the company.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__video"> <i class="cloud-card-standard__video-icon material-icons nocontent notranslate" aria-hidden="true" translate="no">play_circle_filled</i> <span class="cloud-card-standard__video-text cloud-footnotes"> 02:21 </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="twitter modernizes ad engagement platform combines millions of metrics/second" track-metadata-child_index="2" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="twitter modernizes ad engagement platform combines millions of metrics/second"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Twitter logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/cb230Te_mZ9Od386Vt722WcF52MR1-wFSEgR2HTuXoLFMEMXhGCvWl6YSJ-mkRcghe8bRMAVAmYv=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/cb230Te_mZ9Od386Vt722WcF52MR1-wFSEgR2HTuXoLFMEMXhGCvWl6YSJ-mkRcghe8bRMAVAmYv=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Twitter modernizes ad engagement platform; combines millions of metrics/second.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/customers/featured/major-league-baseball" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="mlb reimagines the fan experience to drive growth and stay relevant with fans" track-metadata-child_index="3" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/customers/featured/major-league-baseball" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="mlb reimagines the fan experience to drive growth and stay relevant with fans"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="MLB logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/c2vYeFNm3aZBa4oatmO-QiYXPshmYZIQojvXvcrMasGCpyP3jtyUBztbxHa5t4PB1II9AEKPC4I5=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/c2vYeFNm3aZBa4oatmO-QiYXPshmYZIQojvXvcrMasGCpyP3jtyUBztbxHa5t4PB1II9AEKPC4I5=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">MLB reimagines the fan experience to drive growth and stay relevant with fans.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/customers/featured/the-home-depot" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="the home depot nails customer service and keeps 50k items stocked across 2k stores" track-metadata-child_index="4" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/customers/featured/the-home-depot" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="the home depot nails customer service and keeps 50k items stocked across 2k stores"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="The Home Depot logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/20cb_wAM28uL2TEwB_vZlZQeV1LF7w_bj5YmAQ8pPsWgtgVAnHmyKB0LGjvMMT3qx6CRq93_fBaR=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/20cb_wAM28uL2TEwB_vZlZQeV1LF7w_bj5YmAQ8pPsWgtgVAnHmyKB0LGjvMMT3qx6CRq93_fBaR=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">The Home Depot nails customer service and keeps 50K items stocked across 2K stores.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="/web/20210305084931/https://cloud.google.com/customers/dow-jones" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="dow jones unlocks value from 13 billion articles and uncovers hidden insights" track-metadata-child_index="5" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/customers/dow-jones" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="dow jones unlocks value from 13 billion articles and uncovers hidden insights"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Dow Jones logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/xkKFQCmMZOUD7GhFi_gVT_uMB4d1S0KAFjb59W68LB6QbQwseLbH7QJuDChh9CIUeAlgzXAjqGu0Tg=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/xkKFQCmMZOUD7GhFi_gVT_uMB4d1S0KAFjb59W68LB6QbQwseLbH7QJuDChh9CIUeAlgzXAjqGu0Tg=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Dow Jones unlocks value from 1.3 billion articles and uncovers hidden insights</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210305084931/https://marketingplatform.google.com/about/resources/toyota-canada-sees-6x-boost-in-conversions-using-google-marketing-platform-and-google-cloud/" target="_blank" rel="noopener" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="toyota increases site conversions by 6x with analytics 360 display video 360 and bigquery ml" track-metadata-child_index="6" track-metadata-child_total="6" track-metadata-eventdetail="marketingplatform.google.com/about/resources/toyota-canada-sees-6x-boost-in-conversions-using-google-marketing-platform-and-google-cloud/" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="toyota increases site conversions by 6x with analytics 360 display video 360 and bigquery ml"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Toyota logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/csKZcEPG-WAw32aIDjgkDrAMOMPfWdQCkNekJ3sAeVEvMpeXIpx1G5mrMZgb9E4vrpBuOE8f1Y3Y1w=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/csKZcEPG-WAw32aIDjgkDrAMOMPfWdQCkNekJ3sAeVEvMpeXIpx1G5mrMZgb9E4vrpBuOE8f1Y3Y1w=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Toyota increases site conversions by 6x with Analytics 360, Display & Video 360, and BigQuery ML.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_left</i> </div> <div class="cloud-carousel__arrow right-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_right</i> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> <div> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/customers" track-type="button" track-metadata-eventdetail="cloud.google.com/customers" track-metadata-modifier="flat" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="see all customers"> See all customers </a> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="What's new"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">What's new</p> <style> .whats-new-module .cloud-carousel { padding: 0; } .whats-new-module__headline { margin-bottom: 36px; } </style> <div class="whats-new-module" track-metadata-module="whats new" track-metadata-module_headline="whats new"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="whats-new-module__headline"> <h3 class="cloud-headline3" id="whats-new" data-text="What's new">What's new</h3> <p class="cloud-module__description"> <span class="richtext"> <p> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/newsletter" track-type="inline link" track-metadata-eventdetail="cloud.google.com/newsletter" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="sign up">Sign up</a> for Google Cloud newsletters to receive product updates, event information, special offers, and more.</p> </span> </p> </div> </div> </div> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-type="carousel slide item" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="bring multi-cloud analytics to your data with bigquery omni" track-metadata-child_index="1" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="read the blog"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Phd_NzxRLDiSAqpVZ__EiDphyXUMTdmKM0SwGwNO1Swz9Yn67ZJw8_erqp5SI2xpcZ-QKrtHwhXt=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Phd_NzxRLDiSAqpVZ__EiDphyXUMTdmKM0SwGwNO1Swz9Yn67ZJw8_erqp5SI2xpcZ-QKrtHwhXt=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Phd_NzxRLDiSAqpVZ__EiDphyXUMTdmKM0SwGwNO1Swz9Yn67ZJw8_erqp5SI2xpcZ-QKrtHwhXt=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Phd_NzxRLDiSAqpVZ__EiDphyXUMTdmKM0SwGwNO1Swz9Yn67ZJw8_erqp5SI2xpcZ-QKrtHwhXt=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="Read the blog: BigQuery Omni, now in private alpha" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Phd_NzxRLDiSAqpVZ__EiDphyXUMTdmKM0SwGwNO1Swz9Yn67ZJw8_erqp5SI2xpcZ-QKrtHwhXt=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Phd_NzxRLDiSAqpVZ__EiDphyXUMTdmKM0SwGwNO1Swz9Yn67ZJw8_erqp5SI2xpcZ-QKrtHwhXt=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cloud-eyebrow"> <span class="cloud-carousel__slide-eyebrow">Blog post</span> </p> <p class="cloud-carousel__slide-description cloud-subhead"> <span>Bring multi-cloud analytics to your data with BigQuery Omni </span> <span class="cloud-link cloud-carousel__slide-cta">Read the blog</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/introducing-data-qna" track-type="carousel slide item" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="ask questions to bigquery and get instant answers through data qna" track-metadata-child_index="2" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-data-qna" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="read the blog"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/w5wobkBcDB7xzYw4YbXiWTKR3r-HYBzfmc2TyF8E47Fvrg6lioZcQ1eBuHmUjXyB4Jyw-TUm1DMT=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/w5wobkBcDB7xzYw4YbXiWTKR3r-HYBzfmc2TyF8E47Fvrg6lioZcQ1eBuHmUjXyB4Jyw-TUm1DMT=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/w5wobkBcDB7xzYw4YbXiWTKR3r-HYBzfmc2TyF8E47Fvrg6lioZcQ1eBuHmUjXyB4Jyw-TUm1DMT=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/w5wobkBcDB7xzYw4YbXiWTKR3r-HYBzfmc2TyF8E47Fvrg6lioZcQ1eBuHmUjXyB4Jyw-TUm1DMT=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="Read the blog: Data QnA now in privaate alapha" class="" 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href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-flex-slots" track-type="carousel slide item" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="purchase bigquery flex slots for as little as 60 seconds at a time" track-metadata-child_index="3" track-metadata-child_total="6" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-bigquery-flex-slots" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="read the blog"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/OORE_S17Op4rFqlp6tbD_fPgenlv-D8FZyZSB4x3ssxmhFu9G895-alLVQnmuiKesoPMV7vNqvo0BQ=e14-rw-lo-sc0xffffff-h130-w102 1x, 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href="https://web.archive.org/web/20210305084931/https://inthecloud.withgoogle.com/bigquery-weekly/register.html?utm_source=bqproductpage&utm_medium=web&utm_campaign=bqchallenge" target="_blank" rel="noopener" track-type="carousel slide item" track-metadata-child_eyebrow="event" track-metadata-child_headline="engage in the bigquery weekly data challenge for a chance to win 500 in credits" track-metadata-child_index="6" track-metadata-child_total="6" track-metadata-eventdetail="inthecloud.withgoogle.com/bigquery-weekly/register.html" track-metadata-module="whats new" track-metadata-module_headline="whats new" track-name="register now"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/2aqkAoBH0JmaEpnPh_-RV5cQETySNv1o-YZnAI8dN90BGlJ4M2cPnDlCXgEdqTpojVyX6SUmGlg=e14-rw-lo-sc0xffffff-h130-w102 1x, 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class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Quickstart </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="quickstart-using-the-cloud-console" data-text=" Quickstart using the Cloud Console"> Quickstart using the Cloud Console</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Learn how to use the Google Cloud Console as a visual interface to complete tasks like running queries, loading data, and exporting data.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/quickstarts/quickstart-web-ui" track-type="button" track-metadata-child_index="1" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts/quickstart-web-ui" 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programming language using the Google Cloud client libraries.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries" track-type="button" track-metadata-child_index="3" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts/quickstart-client-libraries" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="creating-and-using-tables" data-text=" Creating and using tables"> Creating and using tables</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Learn how to create and use standard tables in BigQuery.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/tables" track-type="button" track-metadata-child_index="4" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/tables" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="specifying-a-schema" data-text=" Specifying a schema"> Specifying a schema</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Learn how to create and update a schema for your table.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/schemas" track-type="button" track-metadata-child_index="5" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/schemas" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="protecting-data-with-cloud-kms-keys" data-text=" Protecting data with Cloud KMS keys"> Protecting data with Cloud KMS keys</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Learn how you can use customer-managed encryption keys (CMEK) for BigQuery.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/customer-managed-encryption" track-type="button" track-metadata-child_index="6" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/customer-managed-encryption" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="controlling-access-to-datasets" data-text=" Controlling access to datasets"> Controlling access to datasets</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Learn how to control access to datasets in BigQuery.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/dataset-access-controls" track-type="button" track-metadata-child_index="7" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/dataset-access-controls" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud Basics </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="bigquery-resources" data-text=" BigQuery resources"> BigQuery resources</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Find BigQuery pricing information along with current rate limits, slots, datasets, quotas, and more.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/resources" track-type="button" track-metadata-child_index="8" track-metadata-child_total="9" track-metadata-eventdetail="cloud.google.com/bigquery/docs/resources" track-metadata-modifier="flat" 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"> Not seeing what you’re looking for? </h5> <div class="cloud-list__footer--buttons"> <div class="cloud-button__set--flat"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/docs" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/docs" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="view all product documentation"> View all product documentation </a> </div> </div> </div> </div> </div> <div class="cloud-grid__col is-4 documentation-module__sidebar"> <div class="documentation-module__more-docs"> <div class="cloud-list-card cloud-elevation-z1 "> <div class="cloud-list-card__content"> <div class="cloud-list-card__header-border"> <h4 class="cloud-list-card__subhead cloud-body-text" id="explore-more-docs" data-text=" Explore more docs"> Explore more docs</h4> </div> <ul class="cloud-list-card__list"> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/quickstarts" track-type="list card item" track-metadata-child_headline="quickstarts" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/quickstarts" track-name="quickstarts"> <div> <p class="cloud-subhead2">Quickstarts</p> <p class="cloud-body-text__small">Get a quick intro to using this product.</p> </div> </a> </li> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/how-to" track-type="list card item" track-metadata-child_headline="how-to guides" track-metadata-child_index="1" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/how-to" track-name="how-to guides"> <div> <p class="cloud-subhead2">How-to guides</p> <p class="cloud-body-text__small">Learn to complete specific tasks with this product.</p> </div> </a> </li> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/tutorials" track-type="list card item" track-metadata-child_headline="tutorials" track-metadata-child_index="2" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/tutorials" track-name="tutorials"> <div> <p class="cloud-subhead2">Tutorials</p> <p class="cloud-body-text__small">Browse walkthroughs of common uses and scenarios for this product.</p> </div> </a> </li> <li class="cloud-list-card__list-item"> <a class="cloud-list-card__link" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/reference" track-type="list card item" track-metadata-child_headline="apis references" track-metadata-child_index="3" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/bigquery/docs/reference" track-name="apis references"> <div> <p class="cloud-subhead2">APIs & references</p> <p class="cloud-body-text__small">View APIs, references, and other resources for this product.</p> </div> </a> </li> </ul> </div> </div> </div> <div class="cloud-block cloud-elevation-z1 cloud-block--responsive "> <a class="cloud-block__link" href="/web/20210305084931/https://cloud.google.com/bigquery/docs/release-notes" track-type="block" track-metadata-child_eyebrow="release notes" track-metadata-child_headline="read about the latest releases for bigquery" track-metadata-eventdetail="cloud.google.com/bigquery/docs/release-notes" track-metadata-module="documentation" track-metadata-module_headline="documentation" track-name="read about the latest releases for bigquery"> <div class="cloud-block__container"> <div class="cloud-block__content"> <p class="cloud-block__eyebrow cloud-eyebrow"> Release notes </p> <p class="cloud-subhead2">Read about the latest releases for BigQuery</p> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Use cases" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Use cases</p> <style> /* [1] Override chip bottom margin to match design spec */ .use-case-module .cloud-chip { margin-bottom: 8px; /* [1] */ } .use-case-module__headline { margin-bottom: 40px; } .use-case-module__use-case { margin-bottom: 36px; } .use-case-module__use-case:last-child { margin-bottom: 0; } .use-case-module__use-case-diagram { display: flex; justify-content: left; margin: 24px 0; } .use-case-module__technical-content .cloud-card { height: 100%; } .use-case-module__cta { margin-top: 24px; } </style> <div class="use-case-module" track-metadata-module="use cases" track-metadata-module_headline="use cases"> <div class="use-case-module__headline"> <h3 class="cloud-headline3" id="use-cases" data-text=" Use cases "> Use cases </h3> </div> <div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cloud-subhead cloud-jump-section"> Predictive analytics</span> </div> <span class="richtext cloud-body-text"> <p>Predictive analytics helps you predict future outcomes more accurately and discover opportunities in your business. Our <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/smart-analytics/reference-patterns/overview" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/reference-patterns/overview" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="smart analytics reference patterns">smart analytics reference patterns</a> are designed to reduce time-to-value for common analytics use cases with sample code and technical reference guides. </p> <p>Learn how BigQuery and BigQuery ML can help you build an ecommerce recommendation system, predict customers' lifetime value, and design propensity to purchase solutions.</p> <p></p> </span> <div class="cloud-grid--alternate cloud-grid--row-gap use-case-module__technical-content"> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Pattern </span> <p class="cloud-card__headline cloud-headline5"> Ecommerce recommendation system</p> <p class="richtext cloud-body-text__small">Build a recommendation system by using BigQuery ML to generate product or service recommendations from customer data in BigQuery.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/building-a-recommendation-system-with-bigqueryml" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/building-a-recommendation-system-with-bigqueryml" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="predictive analytics" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Pattern </span> <p class="cloud-card__headline cloud-headline5"> Predict customer lifetime value</p> <p class="richtext cloud-body-text__small">Predict customer lifetime value (CLV) by using AI Platform and BigQuery.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/machine-learning/clv-prediction-with-offline-training-intro" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/machine-learning/clv-prediction-with-offline-training-intro" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="predictive analytics" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Pattern </span> <p class="cloud-card__headline cloud-headline5"> Build propensity to purchase solution</p> <p class="richtext cloud-body-text__small">Build and deploy a propensity to purchase model for predicting customer purchasing behavior using BigQuery ML and AI Platform.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/predicting-customer-propensity-to-buy" track-type="button" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/predicting-customer-propensity-to-buy" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="predictive analytics" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cloud-subhead cloud-jump-section">Bring any data into BigQuery</span> </div> <span class="richtext cloud-body-text"> <p>Make analytics easier by bringing together data from multiple sources in BigQuery, for seamless analysis. You can <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/batch-loading-data?skip_cache=true" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/batch-loading-data" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="upload data files">upload data files</a> from local sources, <a href="https://web.archive.org/web/20210305084931/http://drive.google.com/" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="drive.google.com" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="google drive">Google Drive</a>, or Cloud Storage buckets, take advantage of <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery-transfer/docs/introduction?skip_cache=true" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/introduction" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="bigquery data transformation service">BigQuery Data Transformation Service</a> (DTS), <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/data-fusion/plugins?skip_cache=true" track-type="inline link" track-metadata-eventdetail="cloud.google.com/data-fusion/plugins" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="data fusion plug-ins">Data Fusion plug-ins</a>, or leverage Google's industry-leading <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery?skip_cache=true#section-12" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="data integration partnerships">data integration partnerships</a>. You have ultimate flexibility in how you bring data into your data warehouse. </p> </span> <div class="use-case-module__use-case-diagram"> <img src="https://web.archive.org/web/20210305084931im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/7347fa6a31d8e2242e6483befbdb6d3fdc617824352b5bf9f7b52de12a23d3ec.svg" alt="Architecture diagram showing 5 primary means of bringing data into BigQuery. "> </div> <div class="cloud-grid--alternate cloud-grid--row-gap use-case-module__technical-content"> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cloud-headline5">Automate data movement into BigQuery with DTS</p> <p class="richtext cloud-body-text__small">Data Transfer Service helps you automatically load 1st and 3rd party data into BigQuery on a scheduled or managed basis without needing to write a line of code.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery-transfer/docs/introduction" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/introduction" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="bring any data into bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cloud-headline5">Easily deploy data pipelines into BigQuery with Data Fusion </p> <p class="richtext cloud-body-text__small">Data Fusion's code-free data integration platform with 150+ preconfigured connectors and transformations helps you easily solve for any data ingestion need.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/data-fusion/plugins" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/data-fusion/plugins" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="bring any data into bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cloud-headline5">Load data into BigQuery with your preferred partner tool </p> <p class="richtext cloud-body-text__small">Choose your partner tool to ingest data from various source systems into BigQuery. E.g. SAP Data Services can support data ingestion from any SAP-supported database.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery#section-13" track-type="button" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="bring any data into bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cloud-subhead cloud-jump-section">Migrating data from Teradata</span> </div> <span class="richtext cloud-body-text"> <p>Migrate your on-premises legacy data warehouse to an agile, cloud-based data warehouse solution. The combination of BigQuery Data Transfer Service (DTS) and a special on-premises migration agent lets you copy data to BigQuery, from a legacy warehouse such as Teradata. And you can monitor recurring data loads to BigQuery using the Cloud Console. We also provide additional easy-to-use tools and a global partner support system. Learn more.</p> </span> <div class="use-case-module__use-case-diagram"> <img src="https://web.archive.org/web/20210305084931im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/4c5bac4144a015ba95b106e282b9ab5e94eb02f20e3a4d223cc298eedb0e4aa1.svg" alt="BigQuery diagram"> </div> <div class="cloud-grid--alternate cloud-grid--row-gap use-case-module__technical-content"> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cloud-headline5"> Migrating data warehouses to BigQuery</p> <p class="richtext cloud-body-text__small">Part one in a series that helps you transition from an on-premises data warehouse to BigQuery on Google Cloud.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/solutions/migration/dw2bq/dw-bq-migration-overview" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/migration/dw2bq/dw-bq-migration-overview" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="migrating data from teradata" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> <p class="cloud-card__headline cloud-headline5"> Migrating data from Teradata: Query translation</p> <p class="richtext cloud-body-text__small">A proof-of-concept tutorial that shows you how to convert various non-standard Teradata SQL statements to standard SQL.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/solutions/migration/dw2bq/td2bq/td-bq-query-translation-quickstart" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/migration/dw2bq/td2bq/td-bq-query-translation-quickstart" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="migrating data from teradata" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Best practice </span> <p class="cloud-card__headline cloud-headline5">Teradata migration details and options</p> <p class="richtext cloud-body-text__small">More details, options, and beta features when using the BigQuery Data Transfer Service to migrate data from Teradata to BigQuery.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery-transfer/docs/teradata-migration-options" track-type="button" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/teradata-migration-options" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="migrating data from teradata" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cloud-subhead cloud-jump-section">Migrating from Amazon Redshift to BigQuery</span> </div> <span class="richtext cloud-body-text"> <p>The BigQuery Data Transfer Service allows you to copy your data from an Amazon Redshift data warehouse to BigQuery. The service will engage migration agents in Google Kubernetes Engine and trigger an unload operation from Amazon Redshift to a staging area in an Amazon S3 bucket. Then the BigQuery Data Transfer Service transfers your data from the Amazon S3 bucket to BigQuery.</p> </span> <div class="use-case-module__use-case-diagram"> <img src="https://web.archive.org/web/20210305084931im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/6fb126b82a6572969f882ca511db6565eabc3b933e46a0d08e7c3aab1a916046.svg" alt="BigQuery diagram"> </div> <div class="cloud-grid--alternate cloud-grid--row-gap use-case-module__technical-content"> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud basics </span> <p class="cloud-card__headline cloud-headline5"> Introduction to BigQuery Data Transfer Service</p> <p class="richtext cloud-body-text__small">Overview of the BigQuery Data Transfer Service that automates data movement into BigQuery on a scheduled, managed basis. </p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery-transfer/docs/transfer-service-overview" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/transfer-service-overview" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="migrating from amazon redshift to bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> <p class="cloud-card__headline cloud-headline5"> Migrating data from Amazon Redshift</p> <p class="richtext cloud-body-text__small">A step-by-step process of setting up a data migration from Amazon Redshift to BigQuery.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery-transfer/docs/redshift-migration" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/redshift-migration" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="migrating from amazon redshift to bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> <div class="cloud-grid__col is-4"> <div class="cloud-card cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <span class="cloud-chip cloud-chip--green-bg "> Architecture </span> <p class="cloud-card__headline cloud-headline5"> Migrating data warehouses to BigQuery: Data pipelines </p> <p class="richtext cloud-body-text__small">Explore how to migrate your upstream data pipelines by discussing data pipelines: what they are and what to think about when migrating them.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/solutions/migration/dw2bq/dw-bq-data-pipelines" track-type="button" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/solutions/migration/dw2bq/dw-bq-data-pipelines" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="migrating from amazon redshift to bigquery" track-name="learn more" track-metadata-parent_type="card"> Learn more </a> </div> </div> </div> </div> </div> </div> <div class="use-case-module__cta"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210305084931/https://cloud.google.com/solutions/smart-analytics/reference-patterns/overview" track-type="button" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/reference-patterns/overview" track-metadata-modifier="flat" track-metadata-module="use cases" track-metadata-module_headline="use cases" track-name="view all technical guides"> View all technical guides </a> </div> </div> </div> </section> <section class="module-section" id="all-features">  </section> <section class="module-section" id="all-features"> <div class="cloud-jump-section" data-cloud-main-text="All features" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">All features</p> <style> .feature-module__body-text__large { font-family: Google Sans, sans-serif; } .feature-module__table-header { color: #202124; } .feature-module__table-cell p { font: inherit; margin-top: 0; } .feature-module__table-cell { line-height: 30px; } .feature-module__headline { margin-bottom: 36px; } </style> <div class="feature-module" track-metadata-module="all features" track-metadata-module_headline="all features"> <div> <div class="feature-module__headline"> <h3 class="cloud-headline3" id="all-features" data-text=" All features "> All features </h3> </div> <div class="feature-module__feature-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <tbody> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Serverless </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">With serverless data warehousing, Google does all resource provisioning behind the scenes, so you can focus on data and analysis rather than worrying about upgrading, securing, or managing the infrastructure.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Multi-cloud capabilities </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text"><a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-bigquery-omni" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery omni">BigQuery Omni</a> (private alpha) allows you to analyze data across clouds using standard SQL and without leaving BigQuery’s familiar interface. Its flexible, fully managed infrastructure allows  your data analysts or data scientists to have a completely seamless data analysis experience. Complete this <a href="https://web.archive.org/web/20210305084931/https://docs.google.com/forms/d/e/1FAIpQLSff3MG6wKeqL3TDzwwb5nCmYwwBsRmGdscplHL237l7z7ItAw/viewform" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="docs.google.com/forms/d/e/1FAIpQLSff3MG6wKeqL3TDzwwb5nCmYwwBsRmGdscplHL237l7z7ItAw/viewform" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="form">form</a> to learn more.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Natural language processing </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text"><a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/blog/products/data-analytics/introducing-data-qna" track-type="inline link" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/introducing-data-qna" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="data qna">Data QnA</a> (private alpha) makes it easy for anyone to access the data insights they need through NLP—all while maintaining governance and security controls. Based on<a href="https://web.archive.org/web/20210305084931/https://research.google/pubs/pub45791/" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="research.google/pubs/pub45791/" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="analyza"> Analyza</a> (Google Research), Data QnA enables you to analyze petabytes of data via BigQuery, and can be embedded where users work; chatbots, spreadsheets, BI platforms like Looker, or custom-built UIs. Complete this<a href="https://web.archive.org/web/20210305084931/https://forms.gle/75Trd6Co2QC4nUBc8" target="_blank" rel="noopener" track-type="inline link" track-metadata-eventdetail="forms.gle/75Trd6Co2QC4nUBc8" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="form"> form</a> to learn more.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Built-in ML and AI integrations </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Besides bringing ML to your data with <a href="/web/20210305084931/https://cloud.google.com/bigquery-ml/docs" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/docs/" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery ml">BigQuery ML</a>, integrations with <a href="/web/20210305084931/https://cloud.google.com/ai-platform" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="ai platform">AI Platform</a> and <a href="/web/20210305084931/https://cloud.google.com/tensorflow-enterprise" track-type="inline link" track-metadata-eventdetail="cloud.google.com/tensorflow-enterprise" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="tensorflow">TensorFlow</a> enable you to train and execute powerful models on structured data in minutes, with just SQL.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Foundation for BI </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery forms the backbone for modern cloud BI solutions and enables seamless data integration, transformation, analysis, visualization, and reporting with tools from Google and our technology partners. To accelerate BI workloads you can turn on <a href="/web/20210305084931/https://cloud.google.com/bi-engine/docs/sql-interface-overview" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bi-engine/docs/sql-interface-overview" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bi engine">BI Engine</a>, an in-memory analysis service, to achieve sub-second query response time and high concurrency for popular BI tools via standard ODBC/JDBC.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Real-time analytics </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery’s high-speed streaming insertion API provides a powerful foundation for real-time analytics, making your latest business data immediately available for analysis. You can also leverage Pub/Sub and Dataflow to stream data into BigQuery.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Automatic high availability </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery transparently and automatically provides highly durable, replicated storage in multiple locations and high availability with no extra charge and no additional setup.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Standard SQL </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery supports a standard SQL dialect that is ANSI:2011 compliant, which reduces the need for code rewrites. BigQuery also provides ODBC and JDBC drivers at no cost to ensure your current applications can interact with its powerful engine.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Federated query and logical data warehousing </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Through powerful federated queries, BigQuery can process external data sources in object storage (Cloud Storage) for Parquet and ORC open source file formats, transactional databases (Bigtable, Cloud SQL), or spreadsheets in Drive. All this can be done without moving the data.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Convergence of data warehouse and data lake </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Run open source data science workloads (Spark, TensorFlow, Dataflow and Apache Beam, MapReduce, Pandas, and scikit-learn) directly on BigQuery using the Storage API. The Storage API provides a much simpler architecture and less data movement and doesn't need to have multiple copies of the same data.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Materialized Views </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Accelerate query performance and reduce costs within your environment with <a href="/web/20210305084931/https://cloud.google.com/bigquery/docs/materialized-views" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/materialized-views" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery materialized views">BigQuery materialized views</a>. It is easy to set up, effortless to use, and best of all it's real time, allowing you to quickly get answers to your questions.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Storage and compute separation </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">With BigQuery’s separated storage and compute, you have the option to choose the storage and processing solutions that make sense for your business and control access and costs for each.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Automatic backup and easy restore </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery automatically replicates data and keeps a seven-day history of changes, allowing you to easily restore and compare data from different times.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Geospatial data types and functions </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text"><a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/gis-intro" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/gis-intro" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery gis">BigQuery GIS</a> uniquely combines the serverless architecture of BigQuery with native support for geospatial analysis, so you can augment your analytics workflows with location intelligence. Simplify your analyses, see spatial data in fresh ways, and unlock entirely new lines of business with support for arbitrary points, lines, polygons, and multi-polygons in common geospatial data formats.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> BigQuery data transfer service </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">The <a href="/web/20210305084931/https://cloud.google.com/bigquery/transfer" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/transfer" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery data transfer service">BigQuery Data Transfer Service</a> automatically transfers data from external data sources, like Google Marketing Platform, Google Ads, YouTube, and partner SaaS applications to BigQuery on a scheduled and fully managed basis. Users can also easily transfer data from Teradata and Amazon S3 to BigQuery.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Big data ecosystem integration </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">With Dataproc and Dataflow, BigQuery provides integration with the Apache big data ecosystem, allowing existing Hadoop/Spark and Beam workloads to read or write data directly from BigQuery using the Storage API.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Petabyte scale </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Get great performance on your data, while knowing you can scale seamlessly to store and analyze petabytes to exabytes of data with ease.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Flexible pricing models </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">On-demand pricing lets you pay only for the storage and compute that you use. Flat-rate pricing with Reservations enables high-volume users or enterprises to choose price predictability and workload management seamlessly. For more information, see <a href="/web/20210305084931/https://cloud.google.com/bigquery/pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery pricing">BigQuery pricing</a> or <a href="/web/20210305084931/https://cloud.google.com/bigquery/docs/custom-quotas" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/custom-quotas" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="cost controls">cost controls</a>.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Data governance and security </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery provides strong security and governance controls with <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/column-level-security-intro" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/column-level-security-intro" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="fine-grained controls">fine-grained controls</a> through integration with <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/access-control" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/access-control" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="identity and access management">Identity and Access Management</a>. Rest assured knowing your data is <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/encryption-at-rest" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/encryption-at-rest" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="encrypted">encrypted</a> at rest and in transit by default.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Geo-expansion </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery gives you the option of geographic data control (in US, Asia, and European locations), without the headaches of setting up and managing clusters and other computing resources in-region.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Flexible data ingestion </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Automatically move data from hundreds of popular business SaaS applications into BigQuery for free with Data Transfer Service (DTS) or leverage data integration tools like Cloud Data Fusion, Informatica, Talend, and more. Load and transform data at any scale from hybrid and multi-cloud applications.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Programmatic interaction </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery provides a REST API for easy programmatic access and application integration. Client libraries are available in Java, Python, Node.js, C#, Go, Ruby, and PHP. Business users can use Google Apps Script to access BigQuery from Sheets.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Rich monitoring and logging </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">BigQuery provides rich monitoring, logging, and alerting through <a href="/web/20210305084931/https://cloud.google.com/logging/docs/audit" track-type="inline link" track-metadata-eventdetail="cloud.google.com/logging/docs/audit" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="cloud audit logs">Cloud Audit Logs</a> and it can serve as a repository for logs from any application or service using Cloud Logging.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Public datasets </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Google Cloud <a href="/web/20210305084931/https://cloud.google.com/public-datasets" track-type="inline link" track-metadata-eventdetail="cloud.google.com/public-datasets" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="public datasets">Public Datasets</a> offer a powerful data repository of more than 200 high-demand public datasets from different industries. Google provides free storage for all public datasets, and customers can query up to 1 TB of data per month at no cost.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Always-free access </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">The <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/sandbox" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/sandbox" track-metadata-module="all features" track-metadata-module_headline="all features" track-name="bigquery sandbox">BigQuery sandbox</a> gives you always-free access to the full power of BigQuery subject to certain limits. You can get started without a credit card, or without creating or enabling a billing account for your project. </span> </td> </tr> </tbody> </table> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Pricing" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Pricing</p> <style> .pricing-module__table-header span { color: #202124; } .pricing-module__table-cell { line-height: 30px; } .pricing-module__headline { margin-bottom: 36px; } .pricing-module__pricing-table, .pricing-module__pricing-cta { margin-top: 24px; } </style> <div class="pricing-module" track-metadata-module="pricing" track-metadata-module_headline="pricing"> <div> <div class="pricing-module__headline"> <h3 class="cloud-headline3" id="pricing" data-text=" Pricing "> Pricing </h3> </div> <p class="l-space-bottom-0"> <span class="richtext cloud-body-text__large"> <p>BigQuery charges for data storage, streaming inserts, and querying data, but loading and exporting data are free of charge. For detailed pricing information, please view the <a href="/web/20210305084931/https://cloud.google.com/bigquery/pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="pricing guide">pricing guide.</a> </p> </span> </p> </div> <div class="pricing-module__pricing-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <thead> <tr> <th> <span class="cloud-subhead pricing-module__table-header"><span class="richtext cloud-body-text">Item</span></span> </th> <th> <span class="cloud-subhead pricing-module__table-header"><span class="richtext cloud-body-text">Price</span></span> </th> </tr> </thead> <tbody> <tr> <td class="pricing-module__table-cell"> <span class="richtext cloud-body-text">Storage</span> </td> <td class="pricing-module__table-cell"><span class="richtext cloud-body-text"> <p>$0.02 per GB, per month</p> <p>$0.01 per GB, per month for <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/pricing#long-term-storage" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="long-term storage">long-term storage</a> </p> </span></td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="richtext cloud-body-text">Streaming inserts</span> </td> <td class="pricing-module__table-cell"><span class="richtext cloud-body-text">$0.01 per 200 MB</span></td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="richtext cloud-body-text">Loading, copying, or exporting data; metadata operations</span> </td> <td class="pricing-module__table-cell"><span class="richtext cloud-body-text">Free</span></td> </tr> </tbody> </table> </div> <p class="richtext cloud-footnotes"> <p>If you pay in a currency other than USD, the prices listed in your currency on <a href="/web/20210305084931/https://cloud.google.com/skus/?currency=USD" track-type="inline link" track-metadata-eventdetail="cloud.google.com/skus/" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="google cloud skus">Google Cloud SKUs</a> apply.</p> </p> </div> <div class="pricing-module__pricing-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <thead> <tr> <th> <span class="cloud-subhead pricing-module__table-header"><span class="richtext cloud-body-text">Subscription type</span></span> </th> <th> <span class="cloud-subhead pricing-module__table-header"><span class="richtext cloud-body-text">Price</span></span> </th> </tr> </thead> <tbody> <tr> <td class="pricing-module__table-cell"> <span class="richtext cloud-body-text">Pay-as-you-go</span> </td> <td class="pricing-module__table-cell"><span class="richtext cloud-body-text"> <p>$5 per TB</p> <p>First terabyte (1 TB) per month is free*</p> </span></td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="richtext cloud-body-text">Flat-rate pricing</span> </td> <td class="pricing-module__table-cell"><span class="richtext cloud-body-text"> <p>Starts at $1,700/month for a dedicated reservation of 100 slots.</p> <p>$4 per hour for 100 Flex slots.</p> <p>For more information, see <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/pricing#flat_rate_pricing/" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="flat-rate pricing">flat-rate pricing.</a> </p> </span></td> </tr> </tbody> </table> </div> <p class="richtext cloud-footnotes"> <p>Additional details: <a href="/web/20210305084931/https://cloud.google.com/bigquery-ml/pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery-ml/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="bigquery ml pricing">BigQuery ML pricing</a> </p> <p>Non-USD prices listed on <a href="/web/20210305084931/https://cloud.google.com/skus/?currency=USD" track-type="inline link" track-metadata-eventdetail="cloud.google.com/skus/" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="google cloud skus">Google Cloud SKUs</a> </p> <p>* The first 1 TB of data processed with BigQuery each month is free</p> <p> <a href="https://web.archive.org/web/20210305084931/https://cloud.google.com/bigquery/docs/sandbox" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/sandbox" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="bigquery sandbox">BigQuery sandbox</a> provides free, limited access</p> </p> </div> <p class="richtext cloud-footnotes"> <p>BigQuery’s <a href="/web/20210305084931/https://cloud.google.com/bigquery/quotas" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/quotas" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="quota policy">quota policy</a> applies for these operations</p> <p></p> </p> <div class="pricing-module__pricing-cta"> <a class="cloud-button cloud-button--flat" href="/web/20210305084931/https://cloud.google.com/bigquery/pricing" track-type="button" track-metadata-eventdetail="cloud.google.com/bigquery/pricing" track-metadata-modifier="flat" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="view pricing details"> View pricing details </a> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Partners" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Partners</p> <style> .partners-module .cloud-button { margin: 36px 24px 0 0; } .partners-module .cloud-collapse__panel .cloud-module__description { margin-top: 0; } </style> <div class="partners-module" track-metadata-module="partners" track-metadata-module_headline="partners"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="cws-spacer-4--bottom"> <h3 class="cloud-headline3" id="partners" data-text=" Partners "> Partners </h3> <p class="cloud-module__description"> <span class="richtext"> <p>From data integration to analytics, Google Cloud partners have integrated their industry-leading tools with BigQuery for loading, transforming, and visualizing data.</p> </span> </p> </div> </div> </div> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-12"> <div class="cloud-collapse" expand-cta="Expand all" collapse-cta="Collapse all" style=""> <div class="cloud-grid"> <div class="cloud-grid__col is-12"> <div class="cloud-collapse__control-wrapper cloud-collapse__toggle-wrapper"> <button class="cloud-collapse__control cloud-collapse__toggle cloud-link"> Expand all </button> </div> <div 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track-name="supermetric logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Supermetric logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/hn0DqntwYpSnUaMxlkrXNuG1nYy9CgjASI2k_-6UOBHXzh4hu9BwGaGi_qvz4OKZUK8eFW-vmjf8=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/hn0DqntwYpSnUaMxlkrXNuG1nYy9CgjASI2k_-6UOBHXzh4hu9BwGaGi_qvz4OKZUK8eFW-vmjf8=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="expandable" id="1" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="BI and data visualization" track-name="1"> <h4 class="cloud-collapse__text cloud-headline4" id="bi-and-data-visualization" data-text="BI and data visualization">BI and data visualization</h4> </div> <div class="cloud-collapse__panel cloud-grid"> <div class="cloud-grid__col is-12"> <div class="cloud-grid--alternate cloud-grid__small-gap cloud-grid--row-gap cws-spacer-2--top"> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94a6eUnFZZonfmnTMmwHyEirhoY3vqG29hoNsdpeKR6J3UpClaFOfgQUe6QuxUI5J3YOg-CI&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="1" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="tableau logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Tableau logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/okhGvY0criFefaPLCttykWmZ3l2GmUzJ38H2x6qopgh3G8dDgm6lyDZXoDFxmH0Z9cAautjRWwkr=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/okhGvY0criFefaPLCttykWmZ3l2GmUzJ38H2x6qopgh3G8dDgm6lyDZXoDFxmH0Z9cAautjRWwkr=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94b-iXSzLkpJJfMcQNkYQ0cloyCwL_SHrV1OQYEjPZuCnHBak8bmnm-DHlQ1cAf7m-eXCcnB&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="2" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="domo logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Domo logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/YoUgkwn5wQuIs3I2DJ_gtcjOuRlEcE3nLKSyGJElE-QsZfY_1keKfWcUhWEjXMRzAZ6I-nUSVhY=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/YoUgkwn5wQuIs3I2DJ_gtcjOuRlEcE3nLKSyGJElE-QsZfY_1keKfWcUhWEjXMRzAZ6I-nUSVhY=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://doc-archives.microstrategy.com/producthelp/10/WebUser/WebHelp/Lang_1033/Importing_data_from_Google_BigQuery.htm" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="3" track-metadata-child_total="9" track-metadata-eventdetail="doc-archives.microstrategy.com/producthelp/10/WebUser/WebHelp/Lang_1033/Importing_data_from_Google_BigQuery.htm" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="microstrategy logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Microstrategy logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/YmBIviRwK270P8acB8X4AxFGBq4llXcjc2buYlqQseWtEPnL_cxvxVmM4P7qRcVUryHJuH6L21A=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/YmBIviRwK270P8acB8X4AxFGBq4llXcjc2buYlqQseWtEPnL_cxvxVmM4P7qRcVUryHJuH6L21A=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" 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style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://www.zoomdata.com/partners/google-cloud-platform/" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="5" track-metadata-child_total="9" track-metadata-eventdetail="www.zoomdata.com/partners/google-cloud-platform/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="zoomdata logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Zoomdata logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/vPoCMNv_18PidSY-CFjWvbq05mh4lDmX0nP-iHD8uSBs6VpBO-1ankokPzv6UugCvcdmBrI3yII=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/vPoCMNv_18PidSY-CFjWvbq05mh4lDmX0nP-iHD8uSBs6VpBO-1ankokPzv6UugCvcdmBrI3yII=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://help.qlik.com/en-US/connectors/Subsystems/ODBC_connector_help/Content/Connectors_ODBC/Introduction/ODBC-connector.htm" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="6" track-metadata-child_total="9" track-metadata-eventdetail="help.qlik.com/en-US/connectors/Subsystems/ODBC_connector_help/Content/Connectors_ODBC/Introduction/ODBC-connector.htm" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="qlik logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Qlik logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Q7qiW3CBb4KDNhBAWXYEjgijtzUl5f3GHHs174BWLwiWaGGw7QJ6JhlJGX5qIORDsveOSMVa1PRW=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/Q7qiW3CBb4KDNhBAWXYEjgijtzUl5f3GHHs174BWLwiWaGGw7QJ6JhlJGX5qIORDsveOSMVa1PRW=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://www.sapanalytics.cloud/" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="7" track-metadata-child_total="9" track-metadata-eventdetail="www.sapanalytics.cloud/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="sap analytics logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="SAP Analytics logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/2rKbNXZCUNX8qiEF2VehNi3LyesU2SYjZq2HyhFLA9JDkYCt3lm-r-tUAgwiW7xUTsrrD0cet90i=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/2rKbNXZCUNX8qiEF2VehNi3LyesU2SYjZq2HyhFLA9JDkYCt3lm-r-tUAgwiW7xUTsrrD0cet90i=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94Y7YsmXMNYI_uB1HtHHPWWkbDwQijtG_1qLqPpcgUyq3DtHF8b2jIcemZQQbfIvnpiE3Ows&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="8" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="sisense logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Sisense logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/tWn2IpuyFgsEPE2t7pUXRZDMdtM2XezVjI0FawW2yOUGj7R4YQ38Ot6DleDF3RzJ5BzgT5rl7j0=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/tWn2IpuyFgsEPE2t7pUXRZDMdtM2XezVjI0FawW2yOUGj7R4YQ38Ot6DleDF3RzJ5BzgT5rl7j0=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94bKPL9NANp-797jE0s086M4Myj3dmUVcAq4MBhUgg8BzqPhEhl_wHy5wHWfWOlSGOsRwIZQ&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="9" track-metadata-child_total="9" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="bi and data visualization" track-name="yellowfin logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Yellowfin logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/dUI-8eLhktlwEPxYw08ctqjyFuzLjSmvQXR9qzqIRM6dAKbUzb7mQPOugsQQm0T59PQA2f11GZjc=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/dUI-8eLhktlwEPxYw08ctqjyFuzLjSmvQXR9qzqIRM6dAKbUzb7mQPOugsQQm0T59PQA2f11GZjc=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="expandable" id="2" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Consulting partners" track-name="2"> <h4 class="cloud-collapse__text cloud-headline4" id="consulting-partners" data-text=" Consulting partners"> Consulting partners</h4> </div> <div class="cloud-collapse__panel cloud-grid"> <div class="cloud-grid__col is-12"> <div class="cloud-grid--alternate cloud-grid__small-gap cloud-grid--row-gap cws-spacer-2--top"> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94YIGeMefcXBT2vPwoNNG68_1p3kBjd0_8pVgkEBkrOx4XPN98lSJS558SBk2Vb-39-tEscL&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="1" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="capgemini logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Capgemini logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/pngSvSrj-tRrucmYPUtlmT6HRDHgRqTwu34kEPXw_FiWrDGoPQ3JTFHDp7CWT9c53WkHVbCoUvORLQ=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/pngSvSrj-tRrucmYPUtlmT6HRDHgRqTwu34kEPXw_FiWrDGoPQ3JTFHDp7CWT9c53WkHVbCoUvORLQ=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94YlYEK87ij-zvm-q0vI02qg4DGIJFNaqTVhRir3KxVHMUcL7NW32dPnueOQTXHpBs-sPOSt&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="2" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="ctp logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Ctp logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/ZTChl28ammAdMTHr9Gvg55lGBZZxk8hCJHyAm3OlvHJFHt5_QZc7JA1ytuK1ejNAn_sE4uWTdKhjAA=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/ZTChl28ammAdMTHr9Gvg55lGBZZxk8hCJHyAm3OlvHJFHt5_QZc7JA1ytuK1ejNAn_sE4uWTdKhjAA=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94Yd9hLG1e-Uaw1_2di0f6HeJDzeVRqcdK4WyTZThjVPfByL3W98HB_GWcKZ1_ugmDA8TWCH&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="3" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="myers-holum logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Myers-Holum logo" class="" src="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/972UakG0v38OutFo4pWqbNRcq7J3f5cncZaVTFkY-nUhPsd_q1Wh1d83P_SYBPIPr1gJACDDxCI=e14-rj-sc0xffffff-h40-w144" srcset="https://web.archive.org/web/20210305084931im_/https://lh3.googleusercontent.com/972UakG0v38OutFo4pWqbNRcq7J3f5cncZaVTFkY-nUhPsd_q1Wh1d83P_SYBPIPr1gJACDDxCI=e14-rj-sc0xffffff-h80-w288 2x" style=""> </div> </div> </a> </div> </div> <div class="cloud-grid__col is-4 is-3__xl"> <div class="cloud-block cloud-elevation-z0 "> <a class="cloud-block__link" href="https://web.archive.org/web/20210305084931/https://cloud.withgoogle.com/partners/detail/?id=ACkb94bm9gdOHbR98EUeepFWYRUo6JZ7Hh0O5w6hh9nhkq5wnhNqYeg9T-OfBlpMhmixT9Xo-gq-&hl=en-US" target="_blank" rel="noopener" track-type="block" track-metadata-child_index="4" track-metadata-child_total="8" track-metadata-eventdetail="cloud.withgoogle.com/partners/detail/" track-metadata-module="partners" track-metadata-module_headline="consulting partners" track-name="pythian logo"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--logo"> <img alt="Pythian logo" class="" 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