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DataLad

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DataLad

Free

free and open source

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Audience
The project was historically established for researchers in medicine and neuroscience and now has a domain-agnostic focus.project.datalad.org · read 30 Sep 2026
Core operations
Its commands include creating, cloning, on-demand retrieval, saving, dropping, and pushing dataset content.datalad.org · read 30 Sep 2026
Credentials
DataLad can store authentication credentials in the operating system's encrypted keyring through Python keyring.handbook.datalad.org · read 30 Sep 2026
Installation
The official site documents installation on Linux, macOS, and Windows using Python, datalad-installer, and dependencies Git and git-annex.datalad.org · read 30 Sep 2026
Integrations
DataLad has built-in export commands for services such as GitHub and Figshare and is compatible with services including Dropbox and Amazon S3.datalad.org · read 30 Sep 2026
License
The software and associated documentation are published under the MIT license.project.datalad.org · read 30 Sep 2026
Nested datasets
DataLad supports arbitrarily deep hierarchies of linked subdatasets and recursive commands.datalad.org · read 30 Sep 2026
Privacy limitation
The Handbook warns that sensitive information saved in Git remains in transparent revision history even after later removal.handbook.datalad.org · read 30 Sep 2026
Provenance
DataLad captures full provenance records and supports reproducible workflows.datalad.org · read 30 Sep 2026
Purpose
DataLad is a free and open source distributed data management system for tracking data, creating structure, reproducibility, collaboration, and integration with data infrastructure.datalad.org · read 30 Sep 2026
Security
The DataLad Handbook describes using git-annex encryption with GnuPG to keep annexed data encrypted during storage and transport.handbook.datalad.org · read 30 Sep 2026
Support
Users can get help through Matrix community chat, weekly office hours, and GitHub issues.datalad.org · read 30 Sep 2026
User interfaces
DataLad can be used through a graphical user interface or command line.datalad.org · read 30 Sep 2026
Version control
DataLad builds on Git and git-annex to version arbitrarily large files without custom data structures, central infrastructure, or third-party services.datalad.org · read 30 Sep 2026

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