# Data & Analytics

- [Unizin Data Platform](/products/data-and-analytics/unizin-data-platform.md): Enterprise learning data integrations, warehousing, and data services.
- [Key concepts](/products/data-and-analytics/unizin-data-platform/key-concepts.md)
- [Platform overview](/products/data-and-analytics/unizin-data-platform/key-concepts/platform-overview.md)
- [Data categories](/products/data-and-analytics/unizin-data-platform/key-concepts/data-categories.md)
- [Data models](/products/data-and-analytics/unizin-data-platform/key-concepts/data-models.md)
- [Loading schemas](/products/data-and-analytics/unizin-data-platform/key-concepts/loading-schemas.md)
- [Keymap](/products/data-and-analytics/unizin-data-platform/key-concepts/keymap.md)
- [Unizin Common Data Model](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model.md)
- [Academic structures (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/academic-structures-erd.md)
- [Learners (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/learners-erd.md)
- [Course structures (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/course-structures-erd.md)
- [Course resources (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/course-resources-erd.md)
- [Learner activities (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/learner-activities-erd.md)
- [Quizzes (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/quizzes-erd.md)
- [Social (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/social-erd.md)
- [Course outcomes (ERD)](/products/data-and-analytics/unizin-data-platform/unizin-common-data-model/course-outcomes-erd.md)
- [System overview](/products/data-and-analytics/unizin-data-platform/system-overview.md)
- [Context data pipeline](/products/data-and-analytics/unizin-data-platform/system-overview/context-data-pipeline.md)
- [Context data ingress](/products/data-and-analytics/unizin-data-platform/system-overview/context-data-pipeline/context-data-ingress.md)
- [Batch-ingest application](/products/data-and-analytics/unizin-data-platform/system-overview/context-data-pipeline/batch-ingest-application.md)
- [Batch-ingest db server](/products/data-and-analytics/unizin-data-platform/system-overview/context-data-pipeline/batch-ingest-db-server.md)
- [Context store](/products/data-and-analytics/unizin-data-platform/system-overview/context-data-pipeline/context-store.md)
- [Event data pipeline](/products/data-and-analytics/unizin-data-platform/system-overview/event-data-pipeline.md)
- [UDP Caliper endpoint](/products/data-and-analytics/unizin-data-platform/system-overview/event-data-pipeline/udp-caliper-endpoint.md)
- [Approval process for implementing Caliper compliant tools](/products/data-and-analytics/unizin-data-platform/system-overview/event-data-pipeline/approval-process-for-implementing-caliper-compliant-tools.md)
- [UDP Event enricher](/products/data-and-analytics/unizin-data-platform/system-overview/event-data-pipeline/udp-event-enricher.md)
- [Event store](/products/data-and-analytics/unizin-data-platform/system-overview/event-data-pipeline/event-store.md)
- [Data stores](/products/data-and-analytics/unizin-data-platform/data-stores.md)
- [Data lake](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake.md)
- [UDP Context store](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/udp-context-store.md)
- [UDP Event store](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/udp-event-store.md)
- [Accessing the Event store](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/udp-event-store/accessing-the-event-store.md)
- [Expanded table](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/udp-event-store/expanded-table.md)
- [Expanded table: Canvas edApp mapping](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/udp-event-store/expanded-table/expanded-table-canvas-edapp-mapping.md)
- [Synthetic Data \[beta\]](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/synthetic-data.md)
- [Viewing Synthetic Data datasets within the BigQuery UI](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/synthetic-data/viewing-synthetic-data-datasets-within-the-bigquery-ui.md)
- [Query Synthetic Data via client libraries](/products/data-and-analytics/unizin-data-platform/data-stores/data-lake/synthetic-data/query-synthetic-data-via-client-libraries.md)
- [Data marts](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts.md)
- [UDP Distributions](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/udp-distributions.md)
- [Interaction sessions](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/interaction-sessions.md)
- [Learning Environment Organization](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/learning-environment-organization.md)
- [File Interaction](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/file-interaction.md)
- [Last Activity](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/last-activity.md)
- [Long Inactivity](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/long-inactivity.md)
- [Course Status](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/course-status.md)
- [Daily Course Grade Record](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/daily-course-grade-record.md)
- [LTI Tool Use](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/lti-tool-use.md)
- [LMS Tool Use](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/lms-tool-use.md)
- [Tool Usage Metrics](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/tool-usage-metrics.md)
- [Tool Usage Metrics](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/tool-usage-metrics/tool-usage-metrics.md)
- [Tool Usage Metrics Archive](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/tool-usage-metrics/tool-usage-metrics-archive.md)
- [Tool Low Events](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/tool-usage-metrics/tool-low-events.md)
- [Links](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/links.md)
- [Taskforce](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce.md)
- [Level 1 Aggregated](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/level-1-aggregated.md)
- [Level 2 Aggregated](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/level-2-aggregated.md)
- [Level 2 Course Weekly Distribution Summary](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/level-2-course-weekly-distribution-summary.md)
- [Student Term Profile](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/student-term-profile.md)
- [Course Profile](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/course-profile.md)
- [Student Activity Score](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/student-activity-score.md)
- [Student Course Metrics](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/student-activity-score/student-activity-score.md)
- [Student Course Section Metrics](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/student-activity-score/student-activity-score-1.md)
- [Final](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/student-activity-score/final.md)
- [Course Final](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/student-activity-score/course-final.md)
- [Course Section Final](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/student-activity-score/course-section-final.md)
- [Data integrations](/products/data-and-analytics/unizin-data-platform/data-integrations.md)
- [Context data integration](/products/data-and-analytics/unizin-data-platform/data-integrations/context-data-integration.md)
- [Loading schema](/products/data-and-analytics/unizin-data-platform/data-integrations/context-data-integration/loading-schema.md)
- [Keymap support](/products/data-and-analytics/unizin-data-platform/data-integrations/context-data-integration/keymap-support.md)
- [Manifest file](/products/data-and-analytics/unizin-data-platform/data-integrations/context-data-integration/manifest-file.md)
- [File requirements](/products/data-and-analytics/unizin-data-platform/data-integrations/context-data-integration/file-requirements.md)
- [Integration mechanics](/products/data-and-analytics/unizin-data-platform/data-integrations/context-data-integration/integration-mechanics.md)
- [Event data integration](/products/data-and-analytics/unizin-data-platform/data-integrations/event-data-integration.md)
- [SIS data integration](/products/data-and-analytics/unizin-data-platform/data-integrations/sis-data-integration.md)
- [LMS data integration](/products/data-and-analytics/unizin-data-platform/data-integrations/lms-data-integration.md)
- [Instructure Canvas](/products/data-and-analytics/unizin-data-platform/data-integrations/lms-data-integration/instructure-canvas.md)
- [Release Notes](/products/data-and-analytics/unizin-data-platform/release-notes.md): Release notes are provided for all UDP releases here.
- [UDP Marts Release Notes](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes.md): These release notes are specific to the UDP Data Mart releases only.
- [1.0.97](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.97.md)
- [1.0.91](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.91.md)
- [1.0.89](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.89.md)
- [1.0.86](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.86.md)
- [1.0.83](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.83.md)
- [1.0.80](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.80.md): UDP Marts
- [1.0.79](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.79.md): UDP Marts
- [1.0.78](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.78.md): UDP Marts
- [1.0.77](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.77.md): UDP Marts
- [1.0.72](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.72.md): UDP Marts
- [1.0.67](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.67.md): UDP Marts
- [1.0.58](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.58.md): UDP Marts
- [1.0.51](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.51.md): UDP Marts
- [1.0.44](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.44.md): UDP Marts
- [1.0.42](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.42.md): UDP Marts
- [1.0.32](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.32.md): UDP Marts
- [1.0.31](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/1.0.31.md): UDP Marts
- [1.0.0](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/udp-marts-infrastructure-released-to-prod-gcp-environments.md): UDP Marts
- [Level 2 Taskforce data marts now available](/products/data-and-analytics/unizin-data-platform/release-notes/udp-marts-release-notes/level-2-taskforce-data-marts-now-available.md): UDP Marts
- [2.0.167](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.167.md)
- [2.0.152](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.152.md): Unizin Data Platform
- [2.0.138](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.138.md): Unizin Data Platform
- [2.0.137](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.137_batch_ingest_release.md): Unizin Data Platform
- [2.0.113](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.113-ucdm-addition-of-person_id-as-a-foreign-key-in-learner_activity_group_grade.md): Unizin Data Platform
- [2.0.112](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.112-lms-2.0-loading-schema-addition-of-le_current_course_offering_id-to-course-section.md): Unizin Data Platform
- [2.0.111](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.111-lms-2.0-loading-schema-addition-of-enrollment_status-for-course-section-enrollment.md): Unizin Data Platform
- [2.0.110](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.110-report-schema.md): Unizin Data Platform
- [2.0.99](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.99-allow-course-section-and-course-offering-lms-ids-to-be-provided-by-sis-data.md): Unizin Data Platform
- [2.0.98](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.98-allow-missing-score-learner-activity-results-in-the-udp-based-on-canvas-data.md): Unizin Data Platform
- [2.0.83](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.83-multiple-sis-data-ingests-per-day-and-simplified-manifest-files.md): Unizin Data Platform
- [2.0.80](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.80-canvas-data-additions-fall-2021.md): Unizin Data Platform
- [2.0.71](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.71-event-store-expanded-table-historical-backfill.md): Unizin Data Platform
- [2.0.66](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.66-canvas-live-events-https-support.md): Unizin Data Platform
- [2.0.59](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.59-configurable-loading-schemas.md): Unizin Data Platform
- [2.0.58](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.58-expanded-events-table.md): Unizin Data Platform
- [2.0.53](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.53-all-canvas-native-data.md): Unizin Data Platform
- [2.0.47](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.47-additional-canvas-data-and-logging-improvements.md): Unizin Data Platform
- [2.0.25](/products/data-and-analytics/unizin-data-platform/release-notes/2.0.25-full-sis-2.0-performance-updates-new-canvas-data.md): Unizin Data Platform
- [Miscellaneous](/products/data-and-analytics/unizin-data-platform/miscellaneous.md)
- [Canvas Data additions, ~Fall 2021](/products/data-and-analytics/unizin-data-platform/miscellaneous/canvas-data-additions-fall-2021.md)
- [Canvas Live Events: from SQS to HTTPS](/products/data-and-analytics/unizin-data-platform/miscellaneous/canvas-live-events-from-sqs-to-https.md)
- [Canvas New Analytics vs. UDP](/products/data-and-analytics/unizin-data-platform/miscellaneous/canvas-new-analytics-vs.-udp.md)
- [Course Section Enrollment Role Status Mappings](/products/data-and-analytics/unizin-data-platform/miscellaneous/course-section-enrollment-role-status-mappings.md)
- [Migrating from UDW to UDP](/products/data-and-analytics/unizin-data-platform/miscellaneous/migrating-from-udw-to-udp.md)
- [Raw Canvas Data 2](/products/data-and-analytics/raw-canvas-data-2.md)
- [Flat Files](/products/data-and-analytics/raw-canvas-data-2/flat-files.md)
- [BigQuery Datasets](/products/data-and-analytics/raw-canvas-data-2/bigquery-datasets.md)