ga4-bigquery-export-and-sql

You can export raw GA4 event data to BigQuery by linking your GA4 property to BigQuery, enabling automatic export of unsampled event data for in-depth SQL analysis and complex queries.

BigQuery totals often differ from GA4 UI reports because BigQuery contains raw, unsampled event data. Querying the nested event schema allows you to uncover specific attribution or sessionization logic causing these data discrepancies.

Querying GA4 data in BigQuery requires familiarity with SQL and the GA4 event schema. You need advanced SQL skills to handle nested fields, perform sessionization, and execute cross-source joins for attribution analysis.

Yes, you can perform conversion attribution using raw GA4 export data. By connecting GA4 to BigQuery, you gain access to unsampled event data, enabling custom attribution modeling and complex sessionization logic via SQL.

Yes, GA4 BigQuery export supports cross-source data joins. Once your unsampled GA4 event data is in BigQuery, you can use SQL to join it with other data sources for comprehensive, multi-platform attribution analysis.