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

DataCamp Workspace vs Count

Comparing two data science notebooks.

DataCamp Workspace

Count

A screenshot of DataCamp Workspace

DataCamp Workspace is a cloud-based data science notebook to analyze data, collaborate with others, and share insights — no installation required.

WebsiteAlternatives

Count helps your data team work closer with the business so everyone is working on the problems that matter. Fast.

Setup

Is it managed?

Fully managed (setup in minutes)

Is it managed?

Fully managed (setup in minutes)

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?

Jupyter-compatible

Is it Jupyter compatible?

Not Jupyter-compatible

Programming languages

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

Programming languages

SQL
Python

What kind of data sources can you connect to?

Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
Connect to data warehouses (AWS, GCP, etc.)
Connect to databases (Postgres, MS SQL, etc.)
Provided file storage

What kind of data sources can you connect to?

Unknown

What kind of data visualization can you do?

Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
UI for building charts

What kind of data visualization can you do?

UI for building charts

Reactivity

No reactivity, you decide the execution order

Reactivity

Unknown

Notebook scheduling

No notebook scheduling

Notebook scheduling

No notebook scheduling

Management

Reproducibility

Environments are reproducible by default

Reproducibility

Unknown

Version history

No version history

Version history

Unknown

Collaborative editing

Multiple editors at the same time

Collaborative editing

Multiple editors at the same time

Comments

Comment on items within a notebook

Comments

Unknown

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 DataCamp Workspace and Count

Compare DataCamp Workspace and Count with other data science notebook tools.

ToolSetupJupyter compatibilityProgramming languagesData visualizationCollaborative editingPricingLicense
DataCamp Workspace
Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Count
Fully managedNoneSQL, PythonVisualization UI builderUnknownUnknownProprietary
Jupyter
Compare with
DataCamp Workspace, Count
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Amazon Sagemaker
Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary
Google Colab
Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary
Deepnote
Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Hex
Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Databricks Notebooks
Self-hosted or fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
JupyterLab
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
CoCalc
Self-hosted or fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsOpen source
Jetbrains Datalore
Fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Kaggle
Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFreeProprietary
Nextjournal
Fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsProprietary
Noteable
Self-hosted or fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
nteract
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Observable
Fully managedNoneJSVisualize with codeRealtime collaborationFree and paid optionsProprietary
Query.me
Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary
VS Code
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Mode Notebooks
Fully managedNoneSQL, R, PythonVisualization UI builderFile-based or asynchronous collaborationUnknownProprietary
Querybook
Self-hostedNonePythonVisualization UI builderRealtime collaborationFreeOpen source
Zeppelin
Self-hostedNonePython, SQL, SparkUnknownFile-based or asynchronous collaborationFreeOpen source
Husprey
Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary
Pluto.jl
Self-hostedNoneJuliaUnknownFile-based or asynchronous collaborationFreeOpen source
Polynote
Self-hostedNoneScala, PythonUnknownFile-based or asynchronous collaborationFreeOpen source
Zepl
Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary

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