Equals Analytics

Equals is a next-generation spreadsheet connected directly to databases and data warehouses, combining the familiar spreadsheet interface with live data queries Pricing: Freemium (Free tier available;

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What is Equals Analytics?

Equals is a spreadsheet tool that connects directly to databases and data warehouses, letting you work with live data using a familiar spreadsheet interface. Rather than downloading static exports or writing SQL queries, you build spreadsheets that pull data on demand from your sources. This means your analysis stays current and changes propagate automatically when underlying data updates. It connects spreadsheet simplicity and database power, making it useful for analysts, finance teams, and business users who need to query data without leaving a spreadsheet environment.

Key features

Live database connections

Query PostgreSQL, MySQL, BigQuery, Snowflake, and other warehouses directly from cells

SQL formula support

Write SQL queries as formulas within spreadsheet cells to pull specific data

Real-time data refresh

Spreadsheets update automatically when source data changes

Spreadsheet familiarity

Uses a layout and workflow similar to Excel or Google Sheets

Collaboration

Share workbooks and collaborate with team members on analyses

Data export and sharing

Export results or share interactive workbooks with others

Pros & cons

Advantages

No need to learn SQL or export data manually; query databases from a familiar interface
Live data means reports and analyses reflect current information without manual refreshes
Faster iteration for analysts who spend less time on data extraction and more on analysis
Reduces copy-paste errors and outdated spreadsheets

Limitations

Requires database credentials or proper access setup, which may need IT involvement in larger organisations
Performance can be slower than direct database queries for very large datasets or complex calculations
Learning curve for users unfamiliar with SQL syntax or database concepts