Slack to BigQuery in minutes.

ETL your Slack data into BigQuery, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
BigQuery
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Slack
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Slack
and
BigQuery
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Select the Slack data that you want to replicate.

The Slack source connector can be used to sync the following tables:

Channels (Conversations)
Includes token, cursor, exclude_archived, limit, team_id, types, and more.
Channel Members
Includes Method access, Required scopes, Content types, Bot tokens, User tokens, channel, limit, and more.
Users
Users
User Groups
Includes token, include_count, include_disabled, include_users, team_id, and more.

About Slack

Slack is an enterprise software platform that facilitates global communication between all sizes of businesses and teams. Slack enables collaborative work to be more efficient and more productive, making it possible for businesses to connect with immediacy from half a world apart. It allows teams to work together in concert, almost as if they were in the same room. Slack transforms the process of communication, bringing it into the 21st century with powerful style.

Start analyzing your Slack data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your

Slack

data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your BigQuery needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to

BigQuery

.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when

BigQuery

has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About BigQuery

BigQuery is an enterprise data warehouse that draws on the processing power of Google’s infrastructure to enable fast processing of SQL queries through massive datasets. BigQuery helps businesses select the most appropriate software provider to assemble their data, based on the platforms the business uses. Once a business’ data is acculumated, it is moved into BigQuery. The company controls access to the data, but BigQuery stores and processes it for greater speed and convenience.a

Why Choose Airbyte for your Slack and BigQuery data integration

Airbyte is the new open-source ETL platform, and enables you to replicate your

Slack

data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your Slack account and destination, and your new Slack data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source Slack ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.

Open-source data integration

Get all your ELT data pipelines running in minutes with Airbyte.

Slack To BigQuery in minutes

ETL your Slack data into BigQuery, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
Slack
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
BigQuery
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Slack
and
BigQuery
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Airbyte is designed to address 100% of your Slack database needs.

Full control over the data

The 

Slack

 source does not alter the schema present in your database. Depending on the destination connected to this source, however, the schema may be altered.

calendar icon

Scheduled updates

Automate replications with recurring incremental updates.

Log-based incremental replication

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About Slack

Slack is an enterprise software platform that facilitates global communication between all sizes of businesses and teams. Slack enables collaborative work to be more efficient and more productive, making it possible for businesses to connect with immediacy from half a world apart. It allows teams to work together in concert, almost as if they were in the same room. Slack transforms the process of communication, bringing it into the 21st century with powerful style.

Start analyzing your Slack data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your Slack data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your BigQuery needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to BigQuery.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when BigQuery has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About BigQuery

BigQuery is an enterprise data warehouse that draws on the processing power of Google’s infrastructure to enable fast processing of SQL queries through massive datasets. BigQuery helps businesses select the most appropriate software provider to assemble their data, based on the platforms the business uses. Once a business’ data is acculumated, it is moved into BigQuery. The company controls access to the data, but BigQuery stores and processes it for greater speed and convenience.a

Why choose Airbyte for your Slack and BigQuery data integration.

Airbyte is the new open-source ETL platform, and enables you to replicate your Slack data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your

Slack

account and destination, and your new

Slack

data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source

Slack

ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.

Open-source data integration

Get all your ELT data pipelines running in minutes with Airbyte.