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ChatGPT data analysis vs Querybook:
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 Querybook
Querybook logo

Querybook

Website
Querybook is Pinterest’s open-source big data IDE via a notebook interface.
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ChatGPT data analysis

Querybook

Setup

Is it managed?

Is it managed?

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

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
Not Jupyter-compatible

Programming languages

Programming languages

Python
SQL
Julia
R
Python

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Provided file storage
Connect to data warehouses (Snowflake, Google BigQuery, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)

What kind of data visualization can you do?

What kind of data visualization can you do?

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

Management

Reproducibility

Reproducibility

There is no support for reproducibility
With effort, you can make reproducible environments

Version history

Version history

No version history
No version history

Collaborative editing

Collaborative editing

No support for collaborative editors
Multiple editors at the same time

Comments

Comments

No support for comments
No support for comments

Notebook organization

Notebook organization

View notebooks in a list
Unknown

Licensing

License

License

Proprietary
Open-source (Apache 2.0)

Price

Price

Free tier
Pay for compute
Free

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Alternatives to ChatGPT data analysis and Querybook

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ChatGPT data analysis

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Querybook

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