Instagram Business to Databricks integration

Connect Instagram Business to Databricks and automatically sync your marketing platform data.

Get started free Instagram Business connector

Instagram Business

Data source

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CONNECTOR SOURCE

Instagram Business to Databricks

Connect Instagram Business to Databricks and automatically sync your marketing platform data. Weld extracts Media, Insights, Stories, and Followers from Instagram Business, loads them into Databricks, and lets you transform the data using SQL or dbt, no custom scripts required.

Instagram Business data schema

7tables

70fields

1relationships

- Table

- Sub table

React Flow

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Everything you need to get started

Instagram Business

Setup guide Data schema7 tables Connector page

Databricks

Setup guide Connector page

Weld Connect API

Set up programmatically

Use the Weld Connect REST API to create Instagram Business connections, configure ELT syncs, and manage pipelines entirely through code. Built for embedding, automation, and CI/CD workflows.

Explore Weld Connect API reference

POST/elt_syncs

# Create a Instagram Business ELT sync
curl -X POST https://connect.weld.app/elt_syncs \
  -H "x-api-key: $API_KEY" \
  -d '{
    "connection_id": "conn_abc123",
    "integration_id": "instagram-business",
    "destination_schema_name": "instagram-business_data",
    "sync_interval": "0 * * * *"
  }'
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FAQs

How do I sync Instagram Business data to Databricks?

Sign up for Weld, connect Instagram Business as a source and Databricks as a destination. Weld handles the extraction, loading, and lets you transform data using SQL or dbt.

What Instagram Business data can I sync to Databricks?

You can sync Media, Insights, Stories, Followers, and Demographics. The available objects depend on your Instagram Business account permissions and configuration.

How often does Weld sync data from Instagram Business?

Sync frequency depends on your Weld plan. Schedules range from every 5 minutes to daily intervals. Each sync processes only new and changed data.

Can I transform Instagram Business data before it lands in Databricks?

Yes. Weld supports SQL-based transformations in the platform and integrates with dbt Cloud. You can clean, join, and model your data before analysis.

Is the Instagram Business to Databricks integration secure?

Yes. Weld encrypts all data in transit and at rest, is SOC 2 Type II certified, and supports IP whitelisting. Credentials are stored encrypted and never logged.