Yes, you can use Airbyte to extract data from your TikTok Marketing account and load it into BigQuery. Here are the steps you need to follow: 1.
Set up TikTok Marketing as a source in Airbyte: - Create a TikTok For Business account and a developer application. If you want to access the Sandbox environment, create a Sandbox Ad Account as well. You can find the detailed steps [here](
https://docs.airbyte.com/integrations/sources/tiktok-marketing#tiktok-marketing). - In Airbyte, add a new source and select TikTok Marketing from the Source type dropdown. Enter the required details and set up the source. The steps differ slightly for Airbyte Cloud and Airbyte Open Source, and you can find them [here](
https://docs.airbyte.com/integrations/sources/tiktok-marketing#tiktok-marketing). 2.
Set up BigQuery as a destination in Airbyte: - In Airbyte, add a new destination and select BigQuery from the Destination type dropdown. Enter your Google Cloud project ID, the location of your BigQuery dataset, the Dataset ID, and other required details. You can find the detailed steps [here](
https://docs.airbyte.com/integrations/destinations/bigquery#step-2-set-up-the-bigquery-connector). 3.
Set up a connection between your TikTok Marketing source and BigQuery destination in Airbyte. Please note that the TikTok Marketing source connector supports Full Refresh and Incremental sync modes, and it is restricted by TikTok's requests limitation. It's recommended to use higher values of attribution window (at least 3 days) in Incremental Syncs to ensure that the connector updates metrics in already presented records. You can find more details [here](
https://docs.airbyte.com/integrations/sources/tiktok-marketing#supported-sync-modes) and [here](
https://docs.airbyte.com/integrations/sources/tiktok-marketing#supported-streams). As for the type of data you can extract, the TikTok Marketing source connector supports various streams, including AdGroupAudienceReportsByPlatformDaily, AdsAudienceReportsDaily, AdsAudienceReportsByCountryDaily, and others. You can find the full list [here](
https://docs.airbyte.com/integrations/sources/tiktok-marketing#supported-streams). However, please note that the data you can extract depends on the permissions of your TikTok Ads Business account.