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Data Science Notebooks

Data science gets done in notebooks. This website exists to compare the features in different data science notebook tools.

Robert Lacok
About the author

My name is Robert Lacok, and I’m a data notebook enthusiast. Because I keep on top of the latest developments in the space, I wanted to share it with the world.

I’m also a product manager at Deepnote. I try to be unbiased — if you believe any tools are missing or misrepresented, please email me or open a pull request on GitHub.

Need help?

If you need help picking a data notebook for your next project, feel free to reach out to me at my personal email address. I’d be happy to chat about the pros and cons of each solution.

Querybook vs Zepl

Comparing two data science notebooks.

Querybook

Zepl

A screenshot of Querybook

Querybook is Pinterest’s open-source big data IDE via a notebook interface.

WebsiteAlternatives
A screenshot of Zepl

Notebook-powered analytics for enterprise teams.

WebsiteAlternatives

Setup

Is it managed?

No, you must host it yourself

Is it managed?

Fully managed (setup in hours)

Can you self-host?

You can self-host (setup in hours)

Can you self-host?

No, you must use a managed offering

Features

Is it Jupyter compatible?

Not Jupyter-compatible

Is it Jupyter compatible?

Unknown

Programming languages

Python

Programming languages

Python
R

What kind of data sources can you connect to?

Connect to data warehouses (Snowflake, Google BigQuery, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)

What kind of data sources can you connect to?

Unknown

What kind of data visualization can you do?

UI for building charts

What kind of data visualization can you do?

Unknown

Reactivity

No reactivity, you decide the execution order

Reactivity

Unknown

Notebook scheduling

Notebook scheduling is built in

Notebook scheduling

Notebook scheduling is built in

Management

Reproducability

With effort, you can make reproducible environments

Reproducability

Environments are reproducible by default

Version history

No version history

Version history

Version history is built in

Collaborative editing

Multiple editors at the same time

Collaborative editing

Multiple editors at the same time

Comments

No support for comments

Comments

Comment on items within a notebook

Notebook organization

Unknown

Notebook organization

Unknown

Licensing

License

Open-source (Apache 2.0)

License

Proprietary

Price

Free

Price

Unknown

Alternatives to Querybook and Zepl

Compare Querybook and Zepl with other data science notebook tools.

ToolSetupJupyter compatibilityProgramming languagesData visualizationCollaborative editingPricingLicense
Querybook		Self-hostedNonePythonVisualization UI builderRealtime collaborationFreeOpen source
Zepl		Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary
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