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ChatGPT data analysis vs Noteable:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of ChatGPT data analysis
ChatGPT data analysis logo

ChatGPT data analysis

Website
ChatGPT is a versatile platform for data analysis, enabling data scientists and analysts to easily generate Python code and extract valuable insights. It excels in tasks such as exploratory data analysis and AI tooling, providing a robust foundation for complex data science projects.
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A screenshot of Noteable
Noteable logo

Noteable

Website
Noteable is a collaborative notebook platform that enables teams to use and visualize data, together.
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ChatGPT data analysis

Noteable

Setup

Is it managed?

Is it managed?

Fully managed (setup in minutes)
Fully managed (setup in minutes)

Can you self-host?

Can you self-host?

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

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Not Jupyter-compatible
Jupyter-compatible

Programming languages

Programming languages

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

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Provided file storage
Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
Connect to databases (Trino, Snowflake, CockroachDB, PostgreSQL)
Connect to data warehouses (Amazon Redshift, Google BigQuery, Databricks)
Provided file storage

What kind of data visualization can you do?

What kind of data visualization can you do?

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

Reactivity

Reactivity

No reactivity, you decide the execution order
No reactivity, you decide the execution order

Notebook scheduling

Notebook scheduling

No notebook scheduling
Notebook scheduling is built in
Notebook scheduling with additional tools

Management

Reproducibility

Reproducibility

There is no support for reproducibility
Environments are reproducible by default
Execution is reproducible by default
Run notebooks in containers

Version history

Version history

No version history
Version history is built in

Collaborative editing

Collaborative editing

No support for collaborative editors
Multiple editors at the same time

Comments

Comments

No support for comments
Comment on items within a notebook
Comment on a notebook as a whole

Notebook organization

Notebook organization

View notebooks in a list
File-based

Licensing

License

License

Proprietary
Proprietary

Price

Price

Free tier
Pay for compute
Free tier
Pay-per-user
Pay for compute

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Alternatives to ChatGPT data analysis and Noteable

Compare ChatGPT data analysis and Noteable with other data science notebook tools.

ToolSetupJupyter compatibilityLanguagesData visualizationCollaborative editingPricingLicense

ChatGPT data analysis

Fully managedNonePython, SQL, Julia, RVisualize with codeLimited collaborationFree and paid optionsProprietary

Noteable

Self-hosted or fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Deepnote

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Amazon Sagemaker

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Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary

Jupyter

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Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

Google Colab

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Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary

Hex

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Databricks Notebooks

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DataCamp Workspace

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JupyterLab

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Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

CoCalc

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Self-hosted or fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsOpen source

Hyperquery

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Fully managedNonePython, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Jetbrains Datalore

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Fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Kaggle

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Nextjournal

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Fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsProprietary

nteract

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Observable

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VS Code

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Looker

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Mode Notebooks

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Fully managedNoneSQL, R, PythonVisualization UI builderFile-based or asynchronous collaborationUnknownProprietary

Querybook

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Self-hostedNonePythonVisualization UI builderRealtime collaborationFreeOpen source

Vertex AI

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Self-hosted or fully managedJupyter-compatibleSQL, JS, Julia, R, PythonVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Zeppelin

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Self-hostedNonePython, SQL, SparkUnknownFile-based or asynchronous collaborationFreeOpen source

Count

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Fully managedNoneSQLVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Husprey

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Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary

Pluto.jl

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Self-hostedNoneJuliaUnknownFile-based or asynchronous collaborationFreeOpen source

Polynote

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Self-hostedNoneScala, PythonUnknownFile-based or asynchronous collaborationFreeOpen source

Zepl

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Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary

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