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redash

BSD-2-ClausePythonv26.3.0Self-Hosted

An open-source data visualization and dashboard platform that connects to any data source, enabling teams to query, visualize, and share data insights.

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28.5k stars4.6k forks0 contributors

What is redash?

Redash is an open-source business intelligence and data visualization platform that allows users to connect to various data sources, write queries, create visualizations, and build dashboards. It solves the problem of data silos by enabling teams to share insights and make data-driven decisions collaboratively.

Target Audience

Data analysts, SQL users, and organizations seeking an accessible, self-hosted BI tool to democratize data access across teams, from technical users to business stakeholders.

Value Proposition

Developers choose Redash for its ease of use, broad data source support, and self-hosting capabilities, offering a flexible, cost-effective alternative to proprietary BI tools without sacrificing functionality.

Overview

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

Use Cases

Best For

  • Teams needing a self-hosted business intelligence solution
  • Organizations wanting to democratize data access across departments
  • SQL users who need to create and share data visualizations quickly
  • Companies requiring dashboards with scheduled data refreshes
  • Projects that integrate with over 35 SQL and NoSQL data sources
  • Collaborative environments where queries and reports need peer review

Not Ideal For

  • Organizations requiring real-time data streaming with sub-second updates without scheduled refreshes
  • Large enterprises needing out-of-the-box advanced governance, fine-grained access controls, and comprehensive audit trails
  • Teams that rely on complex, custom visualizations beyond Redash's built-in chart types
  • Projects where zero-maintenance, fully managed SaaS BI solutions are preferred over self-hosting

Pros & Cons

Pros

Extensive Data Source Library

Native support for over 35 SQL and NoSQL databases like PostgreSQL, MongoDB, and Google BigQuery, with an extensible API for custom connectors, reducing integration hurdles.

Collaborative Query Environment

Enables sharing of queries and visualizations via browser-based URLs with peer review capabilities, fostering team-wide data exploration and decision-making.

Automated Data Freshness

Allows scheduled refreshes for dashboards and alerts based on data changes, ensuring insights remain current without manual intervention.

Full API Control

Offers a comprehensive REST API that mirrors all UI functionality, enabling automation, scripting, and integration with external tools.

Cons

Self-Hosting Complexity

Requires manual deployment and maintenance, including server setup, updates, and scaling, which can be resource-intensive compared to managed alternatives.

Limited Advanced Analytics

Focused on SQL-based querying and standard visualizations, lacking built-in features for machine learning, predictive modeling, or complex statistical analysis.

Documentation Inconsistencies

As an open-source project, documentation can be fragmented or outdated in places, often relying on community forums for troubleshooting, which may slow onboarding.

Open Source Alternative To

redash is an open-source alternative to the following products:

Metabase
Metabase

Metabase is an open-source business intelligence and analytics tool that lets non-technical users create dashboards and run queries on databases through a simple interface.

Tableau
Tableau

Tableau is a business intelligence and data visualization software that helps people see and understand their data through interactive dashboards, reports, and charts.

Power BI
Power BI

Power BI is a business analytics service by Microsoft that provides interactive visualizations and business intelligence capabilities with an interface simple enough for end users to create their own reports and dashboards.

Looker
Looker

Looker is a business intelligence and data analytics platform that enables organizations to explore, analyze, and share real-time business insights through a web-based interface.

Frequently Asked Questions

Quick Stats

Stars28,526
Forks4,584
Contributors0
Open Issues622
Last commit5 days ago
CreatedSince 2013

Tags

#business-intelligence#data-sources#rest-api#redshift#python#postgresql#data-visualization#data-sharing#bi#mysql#dashboarding#sql-editor#bigquery#athena#open-source-bi#visualization#analytics

Links & Resources

Website

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