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Kanaries

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Kanaries: visual data analysis for notebooks, desktop and apps

Last updated Sep 12, 2026

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What is Kanaries?

Kanaries offers a family of tools for visual data exploration across Python notebooks, RStudio, desktop applications and web apps. PyGWalker turns a pandas DataFrame into an interactive visual analytics interface, while GWalkR brings a similar workflow to R data frames. Graphic Walker is available as a desktop visualization editor and an embeddable component. The product family also includes AI-assisted analysis. VizChat accepts natural-language questions about data, and Runcell is an AI code agent for Jupyter notebooks. These are different access paths, so choose the tool that matches where your data work already happens instead of assuming one hosted subscription covers every component. Kanaries is a useful KNIME alternative when visual exploration and charting are the main requirements. KNIME has a broader emphasis on repeatable processing and deployment workflows. Check the selected Kanaries component’s installation requirements, license, AI-service access and sharing settings before uploading or connecting sensitive datasets.

Kanaries's Top Features

Key capabilities that make Kanaries stand out.

PyGWalker integration with pandas DataFrames

Interactive drag-and-drop charts

GWalkR visualization for RStudio

Graphic Walker desktop for macOS and Windows

Embeddable Graphic Walker component

VizChat natural-language data questions

Runcell AI code agent for Jupyter notebooks

Chart and data sharing options

Use Cases

Who benefits most from this tool.

Data Analysts

Easily visualize and analyze comprehensive data sets with AI-powered tools, enhancing data-driven decision-making.

Business Teams

Collaborate on data insights and share charts, facilitating informed strategic planning.

Researchers

Utilize advanced visualization features to explore and present research data effectively.

Project Managers

Aggregate project-related data in one place and share insights with stakeholders.

Marketing Teams

Analyze market trends and customer data to develop data-driven marketing strategies.

IT Professionals

Utilize the scalable platform to process and analyze large datasets efficiently.

Financial Analysts

Leverage AI insights to make informed financial forecasts and investment decisions.

Educators

Incorporate dynamic data visualization in teaching materials to enhance learning experiences.

Healthcare Analysts

Analyze patient data and medical research to improve healthcare outcomes.

Product Managers

Monitor product performance and user data to make data-driven product enhancements.

Explore Top AI Use Cases

Tags

data visualizationdata analyticsJupyterPythonRvisual exploration

Kanaries's Pricing

Pricing model

Kanaries offers multiple products with separate access paths. Review the selected component for current prices, licenses and AI-service limits.

Notebook and visualization components

Component-specific access

  • PyGWalker, GWalkR and Graphic Walker have different installation and usage paths.

AI-assisted analysis

Check current product terms

  • VizChat and Runcell have their own access and usage requirements.

Watch-outs

  • A free download or trial does not establish unlimited AI usage or a price for every product.

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Frequently Asked Questions

What is Kanaries?
Kanaries is a family of visual data analysis tools spanning notebooks, RStudio, desktop and web applications, with separate AI-assisted analysis features.
What is PyGWalker?
PyGWalker turns a pandas DataFrame into an interactive visual analytics interface for notebook-based exploration.
Can Kanaries be used with R?
GWalkR is designed for exploring R data frames in RStudio and creating interactive visualizations.
How does Kanaries compare with KNIME?
Kanaries is a useful option for visual exploration and charts in an existing analysis environment. KNIME emphasizes connected data-processing workflows and offers separate deployment and automation products.