Jetbrains Datalore vs nteract
Comparing two data science notebooks.
Jetbrains Datalore
nteract
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.
nteract is an open-source organization committed to creating fantastic interactive computing experiences that allow people to collaborate with ease.
Setup
Can you self-host?
No, you must use a managed offering
Can you self-host?
You can self-host (setup in minutes)
Features
Is it Jupyter compatible?
Jupyter-compatible
Is it Jupyter compatible?
Jupyter-compatible
Programming languages
Jupyter languages (e.g. Python, R)
Programming languages
Jupyter languages (e.g. Python, R)
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 with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
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?
Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
Reactivity
Full, realtime reactivity
Reactivity
No reactivity, you decide the execution order
Management
Reproducability
Environments are reproducible by default
Reproducability
With effort, you can make reproducible environments
Comments
Comment on items within a notebook
Comments
File-based (use GitHub)
Notebook organization
View notebooks in a tree, like a wiki
Notebook organization
File-based
Licensing
Price
Free tier
Pay-per-user
Pay for compute
Price
Free
Alternatives to Jetbrains Datalore and nteract
Compare Jetbrains Datalore and nteract 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 |
| nteract | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
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