kitio.aiAdded Nov 5, 2026
Kanaries
FreemiumAI-assisted visual data exploration, from PyGWalker to a notebook agent
What is Kanaries?
Kanaries makes tools for exploratory data analysis, including the open-source PyGWalker library, the Graphic Walker desktop app and Runcell, an AI code agent for Jupyter. Data scientists and analysts use them to explore datasets visually and with chat.
PyGWalker turns a pandas DataFrame into a drag-and-drop visual analytics view with one line of code, and GWalkR does the same for R. Graphic Walker Desktop runs on macOS and Windows for offline analysis, with a web version as well.
Runcell works inside Jupyter notebooks, reading your code and data to write analysis, complete code inline and suggest next steps. The paid workspace adds GPT-powered exploration, chat-based chart building, sharing of dashboards and data apps, team collaboration and sources like DuckDB, Postgres and Snowflake.
Features
- PyGWalker for pandas
- Runcell notebook agent
- Graphic Walker desktop app
- Chat-based chart building
- Dashboard sharing
Tags
Releases
+ Submit new release- Listed
Kanaries was added to the directory.
Organization
Kanaries Data, Inc.
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Freemium
- Paid options from
- Not listed
Kanaries plans
Pro
₹120/mo billed yearly
- 5-day free trial
- GPT-powered exploration
- Dashboard and app sharing
- More data sources
Enterprise
Contact sales
- SSO
- Self-deployment
- OLAP engine integration
- Engineering support
Prices in USD, checked Nov 5, 2026. Plans change often, so confirm on the Kanaries site.Official pricing
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Pros and cons
Pros
- Open-source core library
- Works where analysts already are
- Desktop app works offline
Cons
- Product range can be confusing
- Pricing shown in local currency
- Advanced sources need a paid plan
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Q&A
What is Kanaries?
Kanaries makes tools for exploratory data analysis, including the open-source PyGWalker library, the Graphic Walker desktop app and Runcell, an AI code agent for Jupyter. Data scientists and analysts use them to explore datasets visually and with chat.
Does Kanaries work with R?
Yes. GWalkR brings the same drag-and-drop exploration to R, alongside PyGWalker for Python.
What does Runcell do?
Runcell is an AI code agent for Jupyter that understands your notebook's code and data, writes analysis steps and offers inline completion.
How much does Kanaries cost?
Kanaries is freemium.
Is there a free version of Kanaries?
Yes. Kanaries has a free plan, and paid plans add more usage and features.
What are the main features of Kanaries?
PyGWalker for pandas, Runcell notebook agent, Graphic Walker desktop app, Chat-based chart building, Dashboard sharing.
Who makes Kanaries?
Kanaries is made by Kanaries Data, Inc..
What are the best alternatives to Kanaries?
Popular alternatives include Jupyter AI, Crawl4AI, Albumentations.