BigQuery adds Gemini-powered data aggregation in Preview for easier data prep

August 14, 2025 at 3:03:22 AM

BigQuery adds Gemini-powered data aggregation in Preview for easier data prep

You can use Gemini to aggregate table data during BigQuery data preparations, a feature currently in Preview. To aggregate data, select the Aggregate option in the data or schema view and enter a descriptive prompt like "Find the total revenue for a region." Gemini then generates grouping keys and aggregation expressions based on this prompt.

You can optionally edit or manually add grouping keys and aggregation expressions. Grouping keys require column names or expressions with aliases (e.g., EXTRACT(YEAR FROM order_date) AS order_year), and no duplicates are allowed. Aggregation expressions must also have aliases (e.g., SUM(quantity) AS total_quantity) and can be multiple, comma-separated expressions without duplicates. Supported aggregation expressions are listed under Aggregate functions.

After optionally previewing the step, click Apply to complete the aggregation.

Have more questions on this topic? Ask our AI assistant for in-depth insights.

Read more from sources 👇

The Only Digital Marketing Feed You'll Ever Need.

Stay informed your way. Tailored updates when and how you want them. 100% Free.

10,000+ Users

500+ Sources

1000+ Tools

Or

Related Posts

BigQuery adds WITH expressions for temporary variables in GoogleSQL queries

BigQuery adds WITH expressions for temporary variables in GoogleSQL queries

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery Update Enabling advanced runtime with short query optimizations in preview

BigQuery Update Enabling advanced runtime with short query optimizations in preview

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
AI marketing workflows made simple

AI marketing workflows made simple

Featured
Markifact
Markifact

Verified Sponsor

Verified Sponsor

Markifact is a Verified Sponsor. Want to get featured here? Contact us.

Verified Sponsor
BigQuery Introduces New Vector Index Management and Data Loading Features

BigQuery Introduces New Vector Index Management and Data Loading Features

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery launches DISTINCT pipe operator for selecting unique rows in queries

BigQuery launches DISTINCT pipe operator for selecting unique rows in queries

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery sets default on-demand query limit to 200TB per day from September 2025

BigQuery sets default on-demand query limit to 200TB per day from September 2025

BigQuery Sharing Listings Can Now Be Monetized on Google Cloud Marketplace

BigQuery Sharing Listings Can Now Be Monetized on Google Cloud Marketplace

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
Google Introduces Automated Data Insights Feature for BigQuery with Gemini Integration

Google Introduces Automated Data Insights Feature for BigQuery with Gemini Integration

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source

Related Tools

Markifact logo

Markifact

Verified Tool

Verified Tool

Markifact is a Verified Tool. Want to get this badge? Contact us.

Verified Tool

Marketing Workflows Powered by AI

Featured
Marketing Auditor logo

Marketing Auditor

Verified Tool

Verified Tool

Marketing Auditor is a Verified Tool. Want to get this badge? Contact us.

Verified Tool

Automated audits for Google Ads and Analytics.

Get Featured Here

Showcase your tool in this list.

Contact Us
Databricks logo

Databricks

Generative AI-powered data intelligence platform

Data Engineering
GA4 SQL logo

GA4 SQL

Verified Tool

Verified Tool

GA4 SQL is a Verified Tool. Want to get this badge? Contact us.

Verified Tool

Generate GA4 BigQuery queries easily

Data Analysis
TapClicks logo

TapClicks

Automated marketing solutions powered by your data

Data Engineering
Stitch logo

Stitch

Automated cloud data pipelines, no coding needed

Data Engineering
Akkio logo

Akkio

AI-powered analytics for agencies

Data Analysis
NinjaCat logo

NinjaCat

AI-powered marketing data and analytics platform

Reporting
Funnel logo

Funnel

Aggregate and analyze marketing data seamlessly

Reporting
Fivetran logo

Fivetran

Effortlessly centralize and move data from any source

Data Engineering

Get Featured Here

Showcase your tool in this list.

Contact Us