Last updated 08-12-2026
Category:
Reviews:
Join thousands of AI enthusiasts in the World of AI!
Kanaries
Kanaries turns pandas DataFrames, R tables, and warehouse databases into interactive charts you can explore with drag-and-drop or plain-language chat. PyGWalker adds one-line visualization inside Jupyter notebooks, GWalkR does the same in RStudio, and the cloud workspace connects to MySQL, PostgreSQL, Snowflake, and DuckDB without writing SQL by hand.
Most BI tools assume you already built a dashboard. Kanaries targets the exploration phase: VizChat lets you ask questions in natural language, Runcell.dev adds an AI code agent inside Jupyter, and Graphic Walker embeds as a React component for custom apps. The product family spans notebook plugins, a desktop editor, and a hosted workspace rather than a single chart builder.
Data analysts, notebook-heavy teams, and educators who need shareable charts without a full engineering lift are the fit. Pro unlocks GPT-powered exploration and team collaboration; the Education tier is free for verified school email addresses.
PyGWalker turns a pandas DataFrame into an interactive visual analytics app with one line of code
VizChat answers data questions in natural language and returns charts from connected databases
Connects to MySQL, PostgreSQL, Snowflake, DuckDB, and other sources from the cloud workspace
Runcell.dev AI code agent runs inside Jupyter Notebook with inline completion and next-step suggestions
GWalkR embeds interactive charts in RStudio and R Markdown from a single function call
Pro plan at $129 per year includes GPT-powered exploration and team dashboard sharing
Graphic Walker component embeds drag-and-drop analytics into React, Vue, or Angular apps
PyGWalker and GWalkR add one-line interactive charts inside Python and R notebooks.
VizChat queries MySQL, PostgreSQL, and Snowflake in plain English without manual SQL.
Open-source Graphic Walker component embeds analytics into custom web applications.
Education plan is free for verified school email addresses with full Pro features.
Product suite covers notebooks, desktop, cloud workspace, and embeddable components.
Pro costs $129 per year with no published monthly-only billing option on the pricing page.
Enterprise pricing and seat limits are custom only with no self-serve checkout.
Multiple product brands (VizGPT, Pixno, RunCell) share billing, which can confuse subscription management.
R-focused workflows require GWalkR separately rather than a unified Python and R cloud editor.
Is Kanaries free to use?
Kanaries offers a free Education plan for students and educators with a verified educational email. Pro costs $10.75 per month billed annually at $129 per year and includes a 5-day free trial with GPT exploration and team collaboration.
Which databases does Kanaries support?
Kanaries connects to MySQL, PostgreSQL, Snowflake, DuckDB, and additional sources on the Pro plan. You can chat with connected databases in plain English and get charts back without writing SQL manually.
What is PyGWalker in Kanaries?
PyGWalker is a Kanaries open-source library that turns a pandas DataFrame into an interactive drag-and-drop visualization inside Jupyter notebooks. It integrates with one line of code and supports exporting and sharing charts.
Does Kanaries work with Jupyter notebooks?
Yes. Kanaries offers PyGWalker for notebook visualization and Runcell.dev, an AI code agent that understands notebook code and data with inline completion and next-step suggestions. Both target Jupyter workflows.
Can Kanaries embed charts in web apps?
Yes. Kanaries ships the Graphic Walker component for embedding an interactive drag-and-drop analytics interface into React, Vue, or Angular applications. It includes chat-based data exploration for end users.
What does Kanaries Pro include?
Kanaries Pro includes the RATH autopilot for EDA, dashboard and data app sharing, GPT-powered data exploration, team collaboration, expanded data sources, and drag-and-drop or chat-based visualization building.