Mixpanel → MongoDB
AI-first ETL from Mixpanel into MongoDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Mixpanel into MongoDB
Datrise syncs Mixpanel's events, user profiles, cohorts, funnels, and retention metrics into MongoDB as a collection per source entity. Flexible or custom fields land in native nested documents, and timestamps such as created, updated, and status changes are typed as BSON Date.
Sync is incremental: Datrise uses upserts by stable id with updateOne(upsert) on the source primary key, so re-runs update only what changed. Optional sharding on the entity id for large collections. Mongo has no fixed schema, so Datrise keeps field types consistent across documents to avoid mixed-type query surprises.
Ideal for document-oriented apps that want CRM data in their existing Mongo store.
Endpoints
Mixpanel: Product analytics for events, funnels, and retention.
MongoDB: Document database for flexible schemas.
How Mixpanel entities map to MongoDB
| Mixpanel entity | MongoDB object | Notes |
|---|---|---|
| events | mixpanel_events | BSON Date events |
| user profiles | mixpanel_user_profiles | id PK · linked to mixpanel_events |
| cohorts | mixpanel_cohorts | id PK · linked to mixpanel_events |
| funnels | mixpanel_funnels | id PK · linked to mixpanel_events |
FAQ
How does Datrise handle Mixpanel's custom fields in MongoDB?
Flexible values are stored as native nested documents, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native MongoDB types.
How does the Mixpanel to MongoDB sync stay up to date?
It runs incrementally — Datrise uses upserts by stable id with updateOne(upsert) on the source primary key.
Related pipelines
More destinations for Mixpanel
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