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.

View all notebooks

Husprey vs Zepl

Comparing two data science notebooks.

Husprey

Zepl

A screenshot of Husprey

Husprey provides a SQL data workspace designed for Data Analytics teams. Collaborate, analyze and share within your data team and with Business teams.

WebsiteAlternatives
A screenshot of Zepl

Notebook-powered analytics for enterprise teams.

WebsiteAlternatives

Setup

Is it managed?

Fully managed (setup in minutes)

Is it managed?

Fully managed (setup in hours)

Can you self-host?

No, you must use a managed offering

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

SQL

Programming languages

Python
R

What kind of data sources can you connect to?

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

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

Unknown

Reactivity

Unknown

Notebook scheduling

Notebook scheduling is built in

Notebook scheduling

Notebook scheduling is built in

Management

Reproducibility

Unknown

Reproducibility

Environments are reproducible by default

Version history

Version history is built in

Version history

Version history is built in

Collaborative editing

Multiple editors, one at a time (asynchronous)

Collaborative editing

Multiple editors at the same time

Comments

Comment on items within a notebook

Comments

Comment on items within a notebook

Notebook organization

View notebooks in a list

Notebook organization

Unknown

Licensing

License

Proprietary

License

Proprietary

Price

Free tier
Pay-per-user

Price

Unknown

Alternatives to Husprey and Zepl

Compare Husprey and Zepl with other data science notebook tools.

ToolSetupJupyter compatibilityProgramming languagesData visualizationCollaborative editingPricingLicense
Husprey		Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary
Zepl		Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary
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Data Science Notebooks

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Notebook tools by feature

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