JupyterLab
WebsiteJupyterLab is the next-generation web-based user interface for Project Jupyter.
JupyterLab vs Zeppelin:
a side-by-side comparison for 2024
Comparing two data science notebooks.
Zeppelin
WebsiteWeb-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
JupyterLab
Zeppelin
Setup
No, you must host it yourself
No, you must host it yourself
Can you self-host?
Can you self-host?
You can self-host (setup in hours)
You can self-host (setup in hours)
Features
Is it Jupyter compatible?
Is it Jupyter compatible?
Jupyter-compatible
Not Jupyter-compatible
Programming languages
Programming languages
Jupyter languages (e.g. Python, R)
Python
SQL
Spark
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)
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
No reactivity, you decide the execution order
Notebook scheduling with additional tools
Notebook scheduling is built in
Management
Reproducibility
Reproducibility
With effort, you can make reproducible environments
With effort, you can make reproducible environments
File-based (use Git)
File-based (use Git)
File-based (use Git)
Experimental JupyterLab support
File-based (use Git)
Multiple editors, one at a time (asynchronous)
Comments
Comments
File-based (use GitHub)
File-based (use GitHub)
Notebook organization
Notebook organization
File-based
File-based
Licensing
License
License
Open-source (BSD)
Open-source (Apache 2.0)
Price
Price
Free
Free