What is a data analytics platform?

A data analytics platform is software that handles the full workflow of extracting insights from data: connecting to data sources, querying or transforming data, analyzing results, and delivering outputs to end users. Platforms vary widely -- some focus on visual dashboards, others on SQL-based querying with direct spreadsheet delivery like Query Streams.

How is Query Streams different from Tableau or Power BI?

Tableau and Power BI are dashboard-centric BI tools that require data modeling, proprietary training, and per-user licensing. Query Streams is a SQL-centric analytics platform that delivers results to Excel and Google Sheets. No data models, no DAX formulas, no LOD expressions. Flat pricing per plan instead of per-seat licensing.

Do I need to know SQL to use Query Streams?

No. Nova AI generates validated, dialect-correct SQL from plain English questions. It reads your actual database schema through Semantic Intelligence, so generated queries reference real tables and columns. Experienced SQL users can write queries manually or review AI-generated ones.

Which databases and data sources does Query Streams support?

Relational databases: Microsoft SQL Server, PostgreSQL, MySQL, MariaDB, SQLite, Microsoft Access, Oracle. Cloud/warehouse: Snowflake, BigQuery. Analytical: DuckDB. API connectors: Stripe, HubSpot, Shopify, Google Analytics, Google Search Console, and iTick -- all cached locally in DuckDB and queryable with SQL.

How does the Agent work and is my data secure?

The Query Streams Agent is a lightweight service installed on your infrastructure. It makes outbound-only connections -- no inbound ports, no firewall changes, no VPN needed. Database credentials are stored and encrypted on the Agent machine and are never transmitted to the cloud.

Can I share queries with people outside my organization?

Yes. Query sharing lets you share the interactive capability to run a specific query. Recipients open their Excel or Google Sheets add-in, select the shared query, adjust filters independently, and get live data on-demand without seeing your SQL code or database credentials.

What does the free tier include?

The free tier includes Agent installation, database connectivity, the web query builder, Excel and Google Sheets add-ins, query sharing, and interactive filters. Nova AI and advanced features like automation are available on paid plans. No credit card required.

Can I automate recurring reports?

Yes. The automation feature lets you schedule any saved query to sync results to Airtable, Smartsheet, Baserow, or SeaTable on a recurring basis. Turn any query into a recurring data pipeline without writing integration code.

What is the API Bridge and how does it work?

The API Bridge lets you query SaaS platforms like Stripe, HubSpot, Shopify, Google Analytics, Google Search Console, and iTick using standard SQL. The Agent syncs API data into a local DuckDB cache, so you query it the same way you query any other database.

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Setup

6

Is the Agent Online? What Offline Means and How to Fix It
How to Install the Query Streams Agent on Windows
How to Install the Query Streams Agent on Linux
How to Install the Query Streams Agent on macOS
Query Streams Access Level Permissions: Complete User Role Management Guide
How to Install the Query Streams Google Sheets Addon

Nova AI

8

Nova Concierge Mode: A Personal Data Analyst for Every User
Nova Taught Knowledge: How Verified Learning Works
How Nova AI Learns Your Database Schema Automatically
AI Data Analytics: Query Any Database Without a BI Tool
BI and Data Analytics Without Tableau or Power BI
Text to SQL: How Nova AI Turns Questions Into Database Queries
AI Powered Analytics: Ask Questions, Get SQL + Charts
Natural Language to SQL: How Nova AI Turns Questions Into Database Queries

API to SQL Connector Setup

14

How to Connect iTick to Google Sheets — Live Stocks, Crypto, and Forex Data
How to Connect iTick to Microsoft Excel — Live Stocks, Crypto, and Forex Data
How to Connect Google Analytics to Google Sheets – Query Web Analytics with SQL
How to Connect Google Analytics to Excel – Query Web Analytics with SQL
How to Connect Google Search Console to Google Sheets – Query SEO Data with SQL
How to Connect Google Search Console to Excel – Query SEO Data with SQL
How to Connect HubSpot to Google Sheets – Query CRM Data with SQL
How to Connect HubSpot to Excel – Query CRM Data with SQL
How to Connect ShipStation to Excel – Query Shipping Data with SQL
How to Connect ShipStation to Google Sheets – Query Shipping Data with SQL
How to Connect Shopify to Google Sheets – Query E-Commerce Data with SQL
How to Connect Shopify to Excel – Query E-Commerce Data with SQL
How to Connect Stripe to Google Sheets – Query Payment Data with SQL
How to Connect Stripe to Excel – Query Payment Data with SQL

Data Connector Setup

26

Set up the PostgreSQL connector
Set Up the Microsoft SQL Server Connector: Server Name, SQL Express, Logins and Cloud
Open a Firewall Port on Windows for SQL Server, PostgreSQL, MySQL or Oracle
Create a read-only database user for the Agent
Where the Agent Can Read Files From: Drive Letters, Shares, Cloud Folders, Mac and Linux
Set Up the Microsoft Access Connector: Database Engine and File Path
How to Connect BigQuery to Google Sheets – Stream Live Data Warehouse Analytics
How to Connect Oracle to Google Sheets – Stream Live Enterprise Database Data
How to Connect Oracle to Excel – Stream Live Enterprise Database Data
How to Connect BigQuery to Excel – Stream Live Data Warehouse Analytics
How to Connect DuckDB to Google Sheets – Stream Live Analytics Database Data
How to Connect DuckDB to Excel – Stream Live Analytics Database Data
How to Connect Snowflake to Excel – Stream Live Data Warehouse Analytics
How to Connect Snowflake to Google Sheets – Stream Live Data Warehouse Analytics
How to Connect Microsoft Access to Excel – Stream Live Database Data
How to Connect Microsoft Access to Google Sheets – Stream Live Database Data
How to Connect MariaDB to Google Sheets – Stream Live Database Data
How to Connect MariaDB to Excel – Stream Live Database Data
How to Connect MySQL to Google Sheets – Stream Live Database Data
How to Connect MySQL to Excel – Stream Live Database Data
How to Connect SQLite to Google Sheets – Stream Live Lightweight Database Data
How to Connect SQLite to Excel – Stream Live Lightweight Database Data
How to Connect PostgreSQL to Google Sheets – Stream Live Database Data
How to Connect PostgreSQL to Excel – Stream Live Database Data
How to Connect Microsoft SQL Server to Google Sheets – Stream Live Database Data
How to Connect Microsoft SQL Server to Excel – Stream Live Database Data

Articles

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Microsoft Access Reports: Build Better Reports from Your Access Database
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Database Reporting Tool: SQL Reports Without a BI Platform
Database Automation: Schedule SQL Reports to Excel, Sheets and Airtable
Database Dashboard: Build Live SQL Dashboards in Excel and Google Sheets
Data Query in Excel: Pull Live Database Results into Any Spreadsheet
Connect REST APIs to Excel Without VBA or Power Query
Conversational BI: Query Any Database in Plain English
Airtable Reporting: Sync Live Database Results to Airtable
Connect Cloud Databases to Excel and Google Sheets (AWS RDS, Azure SQL, Google Cloud SQL)
Apipheny Alternative — API to Sheets Without Limits
Build No-Code Database Apps with Live SQL Data
Query Streams vs Coupler.io: Which Data Connector Is Right for You?
Skyvia Alternative 2026: Live Database Queries Without ETL
Google Sheets Reporting: Automate Live Database Reports
How to Import Any Database into Excel
Database vs Spreadsheet: When to Use Each and How to Connect Them
How to Run SQL Queries in Excel
SQL Reporting: Build Live Database Reports Without a BI Tool
Google Sheets Database 2026: Connect Any SQL Database to Sheets
Data Analytics to Increase Sales: Live CRM and Database Reporting in Sheets and Excel
Database Automation for IT Teams and DBAs: Secure Self-Service Data Access
BI Tools for Small Business: Analytics in Excel and Sheets Without Expensive Software
Financial Data Analytics: Live Database Queries in Excel and Google Sheets
SQL for Data Analysts: Live Database Queries in Excel and Google Sheets
Coefficient for Google Sheets: A Smarter Alternative for Database Users
ODBC Driver for Excel: Why You Don’t Need One Anymore
Supermetrics Alternative: SQL Databases + APIs in One Platform
Power BI Alternative: Live SQL in Excel & Google Sheets
Share ERP Data with External Partners Without System Access
Run SQL in Google Sheets Without Apps Script JDBC
SQL Global Database Access Without Drivers or Gateways
Microsoft Excel Power Query Alternative
Power Query for Google Sheets