Kanaries

Automates exploratory data analysis and creates interactive visualizations from datasets with one click. Make exploratory data analysis (EDA) easier with AI powered visual analytics. Discover, Analyze and Share data insights with ease. The core RATH platform and components like Graphic Walker are open-source and free to use, with no mandatory paid plans. The desktop app runs fully offline on macOS and Windows after installation. It handles common formats like CSV, Excel, and connects to databases such as PostgreSQL, MySQL, and cloud sources like AWS S3 or Athena. Kanaries focuses more on automated insight discovery and lighter setup, while Tableau offers deeper styling options and enterprise features. Graphic Walker is designed as an embeddable component for React, Vue, Angular, or other web frameworks. The main interface is drag-and-drop, though Python or R users can integrate it into notebooks for extra flexibility.