Jetbrains Datalore vs Querybook
Comparing two data science notebooks.
Jetbrains Datalore
Querybook
A powerful online environment for Jupyter notebooks. Use smart coding assistance for Python in online Jupyter notebooks, run code on powerful CPUs and GPUs, collaborate in real-time, and easily share the results.
Setup
Can you self-host?
No, you must use a managed offering
Can you self-host?
You can self-host (setup in hours)
Features
Is it Jupyter compatible?
Jupyter-compatible
Is it Jupyter compatible?
Not Jupyter-compatible
Programming languages
Jupyter languages (e.g. Python, R)
Programming languages
Python
What kind of data sources can you connect to?
Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
Connect to databases (MySQL, PostgreSQL)
Connect to data warehouses (Snowflake, etc.)
Provided file storage
What kind of data sources can you connect to?
Connect to data warehouses (Snowflake, Google BigQuery, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)
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
Full, realtime reactivity
Reactivity
No reactivity, you decide the execution order
Management
Reproducibility
Environments are reproducible by default
Reproducibility
With effort, you can make reproducible environments
Comments
Comment on items within a notebook
Comments
No support for comments
Notebook organization
View notebooks in a tree, like a wiki
Notebook organization
Unknown
Licensing
Price
Free tier
Pay-per-user
Pay for compute
Price
Free
Alternatives to Jetbrains Datalore and Querybook
Compare Jetbrains Datalore and Querybook with other data science notebook tools.
| Tool | Setup | Jupyter compatibility | Programming languages | Data visualization | Collaborative editing | Pricing | License |
|---|---|---|---|---|---|---|---|
| Jetbrains Datalore | Fully managed | Jupyter-compatible | Jupyter | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Querybook | Self-hosted | None | Python | Visualization UI builder | Realtime collaboration | Free | Open source |
| Jupyter Compare with | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
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| Google Colab Compare with | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
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