Kanaries

Kanaries is an AI platform for exploratory data analysis (EDA) that helps turn raw datasets into clear visual insights faster.

AI-assisted exploratory analysis

Kanaries automates common EDA steps—from an initial dataset review to spotting patterns and anomalies. It can suggest next steps, recommend relevant visualizations, and help you turn findings into data-backed conclusions.

Visual analytics tools

The Kanaries ecosystem includes PyGWalker, Graphic Walker Desktop, and GWalkR for interactive visual analysis. They let you explore data in familiar workflows and build charts or dashboards with minimal code.

• Work in Python notebooks and Jupyter
• Use R workflows and desktop apps
• Create interactive charts, dashboards, and shareable reports

AI agent in Jupyter

Runcell.dev is an AI code agent inside Jupyter Notebook. It understands your code and data, can complete cells, suggest improvements, and propose the next analysis steps—useful for analysts and data science teams.