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nteract vs Zepl:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of nteract
nteract logo

nteract

Website
nteract is an open-source organization committed to creating fantastic interactive computing experiences that allow people to collaborate with ease.
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A screenshot of Zepl
Notebook-powered analytics for enterprise teams.
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nteract

Zepl

Setup

Is it managed?

Is it managed?

No, you must host it yourself
Fully managed (setup in hours)

Can you self-host?

Can you self-host?

You can self-host (setup in minutes)
No, you must use a managed offering

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Jupyter-compatible
Unknown

Programming languages

Programming languages

Jupyter languages (e.g. Python, R)
Python
R

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
Unknown

What kind of data visualization can you do?

What kind of data visualization can you do?

Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
Unknown

Reactivity

Reactivity

No reactivity, you decide the execution order
Unknown

Notebook scheduling

Notebook scheduling

Notebook scheduling with additional tools
Notebook scheduling is built in

Management

Reproducibility

Reproducibility

With effort, you can make reproducible environments
Environments are reproducible by default

Version history

Version history

File-based (use Git)
Version history is built in

Collaborative editing

Collaborative editing

File-based (use Git)
Multiple editors at the same time

Comments

Comments

File-based (use GitHub)
Comment on items within a notebook

Notebook organization

Notebook organization

File-based
Unknown

Licensing

License

License

Open-source (BSD 3-Clause)
Proprietary

Price

Price

Free
Unknown

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