Data Workspaces¶

Data Workspaces is an open source framework for maintaining the state of a data science project, including data sets, intermediate data, results, and code. It supports reproducability through snapshotting and lineage models and collaboration through a push/pull model inspired by source control systems like Git.

Logo
Website	https://dataworkspaces.ai
Repository	https://github.com/data-workspaces/data-workspaces-core
Byline	Easy management of source data, intermediate data, and results for data science projects.
License	Apache 2.0
Project age	4 years 3 months
Backers	Benedat LLC (Creator and maintainer), Max Planck Institute for Software Systems (Creator and maintainer)
Lastest News (2022-03-14)	Release 1.6.0 We are happy to announce release 1.6.0. The primary changes are: Added support for Python 3.10 and dropped Python 3.6; … more
Size score (1 to 10, higher is better)	2.25
Trend score (1 to 10, higher is better)	3.5

Education Resources¶

URL	Resource Type	Description
https://data-workspaces-core.readthedocs.io/en/latest/	Documentation	Official project documentation.
https://www.dataworkspaces.ai/quick-start/	Documentation	This is a useful guide to help users to kick-start their projects.
https://youtu.be/VjU5gGSvGsY	Video	This is the first part of a demo video.
https://youtu.be/TIPEH6jlqtA	Video	This is the second part of a demo video.

Git Commit Statistics¶

Statistics computed using Git data through November 30, 2022.

Statistic	Lifetime	Last 12 Months
Commits	2,566	5
Lines committed	388,981	100
Unique committers	8	2
Core committers	2	0

../_images/data-workspaces_data-workspaces-core-monthly-commits.png

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