Margin

The modern data science workbench.

Cloud notebooks. Connected reports. End-to-end traceability.
Trace any claim back to its source data. No exports. No screenshots. No duct tape.

Python
R (coming soon)
Start analyzing — free See an example
Q4 Sales Analysis
In [3]
import margin
df = margin.load("q4_sales")
df.groupby('region').sum().plot()
Out [3]
North
$412K
South
$310K
East
$358K
West
$261K

Every claim is traceable

Share a report. Stakeholders click any number to see the code that produced it and the data behind it.

Analysis doesn't end when you close the notebook. It ends when someone trusts your findings enough to act. But in the handoff, context disappears—charts become images, numbers become static text, and "where did this come from?" becomes unanswerable.

Margin keeps everything connected. Write code in a notebook. Promote results into a clean brief. Share a link. Every number traces back to the cell that produced it.

Your work becomes shareable by default. A portfolio you can point to in interviews, ideas you can publish to the world, a body of work that shows how you think.

Trusted by data scientists at

Meta
Google
Microsoft
University of Washington

Pricing that grows with you

Start free. Upgrade when you need more room.

  • Free
    For trying things out.
    $0
    forever/month
    Start free
    Core Features
    Cloud notebooks
    Included
    AI agent
    Limited
    Connected briefs
    Included
    Compute
    Limited
    Collaboration
    Notebooks & briefs
    Limited
    Sharing
    Public only
  • Pro
    For real analytical work.
    $29
    billed monthly/month
    Upgrade to Pro
    Core Features
    Cloud notebooks
    Included
    AI agent
    Generous
    Connected briefs
    Included
    Compute
    Comfortable
    Collaboration
    Notebooks & briefs
    Unlimited
    Sharing
    Private + Public
  • Team
    Coming soon
    For shared analysis and collaboration.
    Coming soon Team & enterprise
    Contact us
    Core Features
    Cloud notebooks
    Included
    AI agent
    Unlimited
    Connected briefs
    Included
    Compute
    Custom
    Collaboration
    Notebooks & briefs
    Unlimited
    Sharing
    Private + Public

Start analyzing.

You shouldn't need four tools and a screenshots folder to share an analysis.
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