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Context lives next to the data in Dataerai. There are three distinct surfaces, and they serve different purposes:

Notes

Each asset has a shared Public note — a free-form Markdown document that renders as formatted prose. Use it for the things a future reader (including you) will want to know: how the data was produced, what the columns mean, known issues, and links to related work. The Public note is part of the asset itself rather than a conversation.
Dataerai asset Notes tab showing a rendered Markdown note

The Notes tab — a Markdown note rendered as prose, with edit and delete controls and a last-edited timestamp.

When sample notes are enabled for your workspace, the Notes tab also has Private and Shared sub-tabs:
  • Public is the asset’s shared Markdown note.
  • Private is your personal note on the sample. Only you can read and edit it.
  • Shared contains notes you wrote for selected people or groups, plus notes others shared with you. You can edit and delete notes you authored. Notes shared with you are read-only.
To share a sample note, open Shared, create or select a note, choose Manage, then add people or groups to the audience. Removing all recipients from the audience leaves the note visible only to you until you share it again.

Comments

The Comments tab is a threaded discussion. Anyone with access can post a comment and reply to others, so questions and decisions stay attached to the asset instead of scattering across email or chat. Mention a teammate with @ to pull them in — they get a notification pointing back to the exact comment.
Dataerai asset Comments tab with a comment composer that supports @ mentions

The Comments tab — a composer with @-mention support sits above the threaded discussion.

Notes vs. comments: put settled, reference information in the Note; use Comments for back-and-forth. The note is documentation; comments are a conversation.

README

Collections and projects have a README — a Markdown document that introduces the whole group of data: what it contains, how it’s organized, and how to use it. Open a collection and switch from the Data tab to the Readme tab to read or edit it. It’s the natural place for an at-a-glance overview that individual asset notes can’t give a collaborator landing on a group of data.

Next steps

Assets & content

The asset that notes and comments attach to.

Notifications

How @mentions reach the people you tag.

Collections

Where a README introduces a group of data.

Provenance & relationships

Capture how your data came to be.