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360","path":"/guides/customer-360/","order":5,"label":null},{"title":"Analytics","path":"/guides/analytics/","order":6,"label":null},{"title":"Audiences","path":"/guides/audiences/","order":7,"label":null},{"title":"Settings","path":"/guides/settings/","order":8,"label":null},{"title":"Troubleshooting mParticle","path":"/guides/troubleshooting/","order":10,"label":null},{"title":"Default Service Limits","path":"/guides/default-service-limits/","order":11,"label":null},{"title":"Glossary","path":"/guides/glossary/","order":12,"label":null}]}}}}}},"markdownRemark":{"html":"<aside class=\"warning\">\n<strong>Analytics Sunset</strong><br />\nWe began sunsetting mParticle Analytics on October 1, 2026. As a result, the features and workflows described on this page may no longer be available. This documentation is retained for reference. If you have questions about how this change affects your account, contact your mParticle account representative.\n</aside>\n<aside>\nNote: The information in this section pertains to legacy Analytics customers only. mParticle customers should refer to the <a href=\"/guides/data-warehouse/warehouse-sync/setup/\">Warehouse Sync Guide</a> to ingest data from third-party warehouses using mParticle's reverse-ETL solution.\n</aside>\n<p>The Redshift integration with Analytics is available for Enterprise customers only. If interested, please <a href=\"mailto:sales@indicative.com\">contact us</a>. You are required to grant Redshift access to Analytics by creating a standalone VPC Security Group, attaching the Security Group to your Redshift Cluster, and creating a read-only Redshift account for Analytics to use.</p>\n<p>If there are additional enrichments required, such as joining with user property tables or deriving custom user_ids, please <a href=\"mailto:sales@indicative.com\">contact us</a>.</p>\n<h2 id=\"instructions\" style=\"position:relative;\"><a href=\"#instructions\" aria-label=\"instructions permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Instructions</h2>\n<p>In order to perform the following steps you must have administrative access to the AWS Console as well as your Redshift database.</p>\n<h3 id=\"start-in-analytics\" style=\"position:relative;\"><a href=\"#start-in-analytics\" aria-label=\"start in analytics permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Start In Analytics</h3>\n<ol>\n<li>In Analytics, click on the gear icon and select <strong>Project Settings</strong>.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/project-settings.png\" alt=\"Project Settings\"></li>\n<li>Select the <strong>Data Sources</strong> tab.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/data-sources-tab.png\" alt=\"Data Sources\"></li>\n<li>Select <strong>New Data Source</strong>.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/new-data-source.png\" alt=\"New Data Source\"></li>\n<li>Select <strong>Amazon Redshift</strong> and click <strong>Connect</strong>.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/amazon-redshift.png\" alt=\"Amazon Redshift\"></li>\n</ol>\n<h3 id=\"connection-information\" style=\"position:relative;\"><a href=\"#connection-information\" aria-label=\"connection information permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Connection Information</h3>\n<p><img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/firebase-connection-information.png\" alt=\"Connection Information\"></p>\n<ol>\n<li>The following fields can be found by accessing your <a href=\"https://aws.amazon.com/console/\">AWS Console</a>.\n<em>Note: The Auto-Generated password is a password that Analytics has randomly generated. If you prefer to use your own password value, please replace the value in that field to your preferred password.</em></li>\n<li>Enter the <strong>Full JDBC URL</strong> by accessing your AWS console and selecting <strong>Clusters</strong> on the left side navigation. Click on the name of your Redshift Cluster to get this detailed view.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/jdbc-url.png\" alt=\"JDBC URL\"></li>\n<li>Enter the <strong>Schema</strong>. Click <a href=\"https://docs.aws.amazon.com/redshift/latest/dg/r_Schemas_and_tables.html\">here</a> for additional information about schemas.</li>\n<li>Enter the <strong>Table Name</strong> that contains your event data.</li>\n<li>You can use the default Analytics <strong>Username</strong>, or choose to modify that to whatever fits your naming convention.</li>\n<li>Copy the <strong>Auto-Generated Password</strong> or create your own. This will be the Analytics user password that you will use later on.</li>\n<li>Click <strong>Next</strong>.</li>\n</ol>\n<h3 id=\"create-security-group\" style=\"position:relative;\"><a href=\"#create-security-group\" aria-label=\"create security group permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Create Security Group</h3>\n<p>The next step is to grant access to your Redshift cluster when accessed from Indicative’s IP addresses. This involves creating a new Security Group in your VPC.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/security-group.png\" alt=\"Security Group\"></p>\n<ol>\n<li>Go to <a href=\"https://console.aws.amazon.com/iam/\">IAM Management</a> in the Console and choose <em>Roles</em> from the sidebar.</li>\n<li>Click <strong>Security Groups</strong> on the left side.</li>\n<li>Click <strong>Create Security Group</strong>.</li>\n<li>Fill out <strong>Name tag</strong> and copy the <strong>Group name</strong> and <strong>Description</strong> from Analytics. Make sure you choose the VPC that also includes your Redshift cluster. Click “Yes, Create” to continue. We recommend using the values below.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/create-security-group.png\" alt=\"Create Security Group\"></li>\n<li>\n<p>Add Analytics’ IP addresses to the newly created Security Group.</p>\n<p>   a. Select your newly created Security Group.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/select-security-group.png\" alt=\"Select Security Group\"></p>\n<p>   b. Click the Inbound Rules tab.</p>\n<p>   c. Click the Edit button.</p>\n<p>   d. Add the following three rules to allow access to your Redshift cluster to Analytics’ IPs:</p>\n<div class=\"gatsby-highlight\" data-language=\"text\"><pre style=\"counter-reset: linenumber NaN\" class=\"language-text line-numbers\"><code class=\"language-text\">  - Type: Redshift; Source: 54.227.242.108/32\n  - Type: Redshift; Source: 104.196.66.86/32\n  - Type: Redshift; Source: 35.227.102.123/32\n  - Type: Redshift; Source: 35.227.125.106/32</code><span aria-hidden=\"true\" class=\"line-numbers-rows\" style=\"white-space: normal; width: auto; left: 0;\"><span></span><span></span><span></span><span></span></span></pre></div>\n</li>\n</ol>\n<h3 id=\"prepare-redshift-cluster\" style=\"position:relative;\"><a href=\"#prepare-redshift-cluster\" aria-label=\"prepare redshift cluster permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                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7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Prepare Redshift Cluster</h3>\n<p><img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/prepare-redshift-cluster.png\" alt=\"Prepare Redshift Cluster\"></p>\n<ol>\n<li>Go to <a href=\"https://console.aws.amazon.com/redshift\">Redshift Console</a>.</li>\n<li>Click the name of your Redshift cluster.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/redshift-cluster-name.png\" alt=\"Redshift Cluster Name\"></li>\n<li>Go to Cluster > Modify.</li>\n</ol>\n<p><img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/modify-cluster.png\" alt=\"Modify Cluster\"></p>\n<ol start=\"4\">\n<li>Select the Indicative security group, in addition to your existing security groups.</li>\n<li>Set “Publicly accessible” to “Yes”.</li>\n</ol>\n<p><img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/publicly-accessible.png\" alt=\"Publicly Accessible\"></p>\n<ol start=\"6\">\n<li>Select an Elastic IP from the list.</li>\n<li>When complete, your cluster status should look like this:\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/cluster-status.png\" alt=\"Cluster Status\"></li>\n</ol>\n<h3 id=\"grant-permissions\" style=\"position:relative;\"><a href=\"#grant-permissions\" aria-label=\"grant permissions permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 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src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/grant-permissions.png\" alt=\"Grant Permissions\"></p>\n<ol>\n<li>Connect to your Redshift cluster using your existing administrator username and password.\n<img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/admin-credentials.png\" alt=\"Admin Credentials\"></li>\n<li>Create a new user for Analytics.\na. Copy the <strong>Create a new user for Analytics command</strong> from the Analytics screen and execute the SQL command.</li>\n<li>Grant access to the Analytics user.\na. For your Redshift schema, copy the <strong>For your Redshift Schema</strong> command from Analytics and execute the SQL command.\nb. For the tables in your schema you’d like Analytics to access copy the <strong>Grant Specific Tables</strong> command from Analytics and execute the SQL command.\nc. Alternatively to grant access to all tables in a schema, copy the <strong>Grant All Tables</strong> command from Analytics and execute the SQL command.</li>\n</ol>\n<h3 id=\"event-modeling\" style=\"position:relative;\"><a href=\"#event-modeling\" aria-label=\"event modeling permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Event Modeling</h3>\n<p><img src=\"/images/guides/analytics-deprecated/data-warehouses-lakes/event-modeling.png\" alt=\"Event Modeling\"></p>\n<ol>\n<li><strong>Events Field</strong> - enter the name of the field that should be used to derive your Analytics event names.</li>\n<li><strong>Timestamp</strong> - enter the name of the field that should be used for querying in Analytics.</li>\n<li>Click <strong>Next</strong>.</li>\n</ol>\n<h3 id=\"user-modeling\" style=\"position:relative;\"><a href=\"#user-modeling\" aria-label=\"user modeling permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>User Modeling</h3>\n<p>For more information on User Identification (Aliasing), please refer to <a href=\"/guides/analytics/user-aliasing/\">this article</a>.</p>\n<ol>\n<li>If you choose to enable Aliasing:\na. <strong>Unauthenticated ID</strong> - Input the field used to identify anonymous users.\nb. <strong>Authenticated ID</strong> - Input the field used to identify known users.</li>\n<li>If you choose to disable Aliasing, press <strong>Disabled</strong>:\na. <strong>Unauthenticated ID</strong> - Enter the field used to identify your users. All users must have a value for this field.</li>\n<li>Press <strong>Next</strong>.</li>\n</ol>\n<h3 id=\"scheduling\" style=\"position:relative;\"><a href=\"#scheduling\" aria-label=\"scheduling permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Scheduling</h3>\n<ol>\n<li>Select the <strong>Schedule Interval</strong> to adjust the frequency at which new data is available in Analytics.</li>\n<li>Set the <strong>Schedule Time</strong> for when the data should be extracted from your BigQuery environment. It is critical that 100% of the data is available by this time to avoid loading partial data.</li>\n<li>Select <strong>Save</strong>.</li>\n</ol>\n<h3 id=\"waiting-for-data\" style=\"position:relative;\"><a href=\"#waiting-for-data\" aria-label=\"waiting for data permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Waiting for Data</h3>\n<p>Once you see this screen, you’re all set! A Solutions Engineer will begin preparing your data, and you should be notified via email when ready.</p>\n<h2 id=\"advanced-settings\" style=\"position:relative;\"><a href=\"#advanced-settings\" aria-label=\"advanced settings permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Advanced Settings</h2>\n<p>For additional advanced settings such as excluding certain events and properties, please refer to <a href=\"/guides/analytics/analytics-deprecated/developer-docs/data-warehouses-lakes/advanced-data-warehouse-settings/\">this page</a>.</p>\n<p>If you have any questions or concerns about the above Integration, please contact your Customer Support Manager, or email <a href=\"mailto:support@mparticle.com\">support@mparticle.com</a>.</p>","frontmatter":{"title":"AWS Redshift (Define Your Own Schema)","order":5.2,"seoTitle":null,"seoDescription":null},"parent":{"__typename":"File","modifiedTime":"October 12, 2026"}}},"pageContext":{"slug":"/guides/analytics/analytics-deprecated/developer-docs/data-warehouses-lakes/aws-redshift/"}},"staticQueryHashes":["2950460867"]}