Kanaries/Rath

What it solves

RATH is an open-source augmented analytics tool designed to automate the Exploratory Data Analysis (EDA) workflow. It removes the manual effort of discovering patterns, insights, and causal relationships in datasets, providing an alternative to traditional BI tools like Tableau.

How it works

It uses an augmented analytic engine to automatically discover data patterns and recommend the most effective multi-dimensional visualizations based on minimizing visual perception error. It integrates with GPT for a natural language interface, allowing users to ask questions and receive answers or visualizations directly from their data.

Who it’s for

Data scientists and business analysts who need to explore datasets quickly, identify causal relationships, and build interactive dashboards without manually configuring every visualization.

Highlights

• AutoPilot for Data Exploration: One-click automated discovery of patterns, insights, and causals.
• Copilot for Data Exploration: Learns user intent to provide relevant recommendations.
• Natural Language Interface: GPT-powered Q&A for data querying.
• Causal Analysis: Tools for causal discovery, what-if analysis, and editable graphical causal models.
• Data Painter: An interactive tool for exploring data by directly coloring data points.
• AutoVis: Automatically generates the best visualization for selected data.
• Broad Database Support: Connects to a wide range of sources including MySQL, PostgreSQL, Clickhouse, and Spark SQL.