Sync Databricks to Mixpanel

Sync profile attributes from your warehouse

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Databricks

Integration in Four Steps

Step 1: Connect Databricks

Connect Databricks with standard API, ODBC and JDBC credentials.

Step 2: Connect Mixpanel as a destination

You can connect to Mixpanel by creating an API key in Mixpanel and providing it to Census in an intuitive interface.

Step 3: Define the core data that matters for your business

Write a SQL Statement. Select the records you want to sync from Databricks. Census will match records based on the unique identifier you provide (like email or ID).

Step 4: Schedule your sync

Choose your sync frequency with options to transfer data in real time, on a schedule, or triggered via our API.

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Where can you sync your Databricks in Mixpanel?

Events

Each request ingests a batch of events into Mixpanel. Mixpanel accepts up to 2000 events and 2MB uncompressed per request. Events are part of the request body.

API Docs Description

Group Properties

Updates or adds properties to a group profile. The profile is created if it does not exist.

API Docs Description

Lookup Tables

Lookup Tables are mutable tables that describe non-user entities like accounts, product SKUs, or geographies. These tables can be used to enrich events at query-time. In star schema terms: events are like facts and Lookup Tables are like dimensions.

API Docs Description

User Profile

A Mixpanel User profile reflects the most recent information about a user. Mixpanel builds profiles by connecting information about a user to a distinct_id, which creates a location that collects current information about a user.

API Docs Description

A single source of truth in all your tools

Census is the easiest way to share a consistent view of your data across your entire business. Define your models, metrics, and business logic in your data warehouse and sync them to all your operational tools.

  • Create trust in consistent metrics
  • Automate confidently with clean data
  • Simplify your data integration strategy
  • Improve data security and visibility

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docker
bill
health-union
algolia
mixpanel
drizly
invision
rippling
Zip logo
figs

Advantages of Census

Build once. Reuse everywhere.

Once you define your models in dbt or in Census, you can sync them to all of the tools, so every team is using the same data to achieve their goals.

No more CSV files & Python scripts

Focus on building a data stack and improving data quality, not writing custom code to integrate with Sales & Marketing tools. Census takes care of getting the data into the hands of your business team. No Engineering favors required.

It just works. At scale.

Whether you sync 100 records or 100 million, we will keep your data in sync across your warehouse and your business tools. Census automatically navigates API failures and monitoring keeps you aware of worst case scenarios.

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Data Activation Use Cases

Syncing from Databricks

Databricks, founded by the creators of Apache Spark, is a data science and analytics platform that combines the best of data warehouses and data lakes, where you can build a complete customer data platform directly out of your Delta Lake. Get your comprehensive unified profiles to sync them to your everyday business tools where you can get valuable business insights to help grow your customer base and business revenue.

Now you can use the data in Databricks for more than just analytics and BI. With Amazon Databricks you can operationalize your data across your entire customer data stack.

Learn how to use Census with 👉 our Databricks docs

Syncing to Mixpanel

Mixpanel is a business analytics service that tracks cross-channel user interactions and provides tools to better engage customers. Mixpanel can help you identify and retarget potential customers to increase your acquisition, retention, and engagement.

Learn how to use Census with 👉 our Mixpanel docs

Census connects to Databricks and syncs data to Mixpanel. With 200+ integrations (and counting!) and transparent pricing, it's never been easier to start operationalizing your data. This is what we like to call Reverse ETL.