What is Kanaries?
Data into interactive visuals across Python and R.
Who is Kanaries best for?
Kanaries is best for analysts who explore data with drag-and-drop charts in Jupyter or RStudio, not plotting code.
Python notebook users
PyGWalker turns a pandas DataFrame into a drag-and-drop chart explorer with one line of code, in Jupyter, Streamlit, Gradio or Dash.
R users in RStudio
GWalkR opens the same explorer in the RStudio viewer, and the charts can go straight into R Markdown and Quarto reports.
Developers adding charts to an app
The Graphic Walker component embeds a drag-and-drop analytics view in React, Vue or Angular apps, so you do not build a chart builder yourself.
Teams sharing findings
The Pro plan adds shared dashboards and data apps, chat-based exploration and connections to databases such as DuckDB and Snowflake.
How much does Kanaries cost?
Kanaries' open-source tools PyGWalker and GWalkR are free, and its cloud Pro plan costs $18 a month or $129 a year after a 5-day free trial.
- For students and educators with an educational email
- Everything in the Pro plan
- Connects to PyGWalker, collaboration inside your organization
- 5-day free trial
- Dashboard and data app sharing, team collaboration
- GPT-powered data exploration, RATH add-on, DuckDB, Postgres and Snowflake sources
Billed yearly, Pro is $129 a year, about $10.75 a month. Enterprise is priced on request and adds SSO, OLAP engine integration, large data support, self-hosting and engineering support. PyGWalker for Python and GWalkR for R are free and open source. Full pricing on kanaries.net. We checked these prices on .
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Is Kanaries open source?
Yes. Kanaries's code is public under the Apache 2.0 licence, so you can read it, change it and run it yourself.
On GitHub
16,009stars
- Last commit
- 5 Sep
- Repository age
- 3 years
- Latest release
- 4 Apr
- Licence
- Apache 2.0
- Repository
- Kanaries/pygwalker
What are the best Kanaries alternatives?
Kanaries is an open source alternative to Tableau. Metabase, Apache Superset and Redash do the same job and are open source too.
TableauFreemiumData visualisation and analytics from Salesforce.
MetabaseOpen SourceOpen-source dashboards with natural language queries.
Apache SupersetOpen SourceCharts, SQL Lab and interactive dashboards on top of the SQL databases you already run.
RedashOpen SourceBrowser-based SQL editor that turns queries on 35+ data sources into shared charts and alerts.
Questions about Kanaries
What is Kanaries?
Data into interactive visuals across Python and R.
Who is Kanaries for?
Kanaries is best for analysts who explore data with drag-and-drop charts in Jupyter or RStudio, not plotting code.
Is Kanaries free?
Mostly, yes. Kanaries' open-source libraries, PyGWalker for Python and GWalkR for R, cost nothing, and students and teachers with an educational email get the cloud Education plan free. The cloud Pro plan costs $18 a month after a 5-day free trial.
How much does Kanaries cost?
Kanaries's paid plans are Pro at $18 per month.
Is Kanaries open source?
Yes. Kanaries's code is public under the Apache 2.0 licence, so you can read it, change it and run it yourself.
What are the best Kanaries alternatives?
The closest alternatives on Recaply are Tableau, Metabase, Apache Superset and Redash.
Where can I try Kanaries?
On its official website, kanaries.net.
How do I get RATH from Kanaries?
Kanaries lists RATH, its autopilot for exploratory data analysis that looks for patterns and causal links in a dataset, as an add-on in the Pro plan. Pro costs $18 a month or $129 a year and starts with a 5-day free trial.
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