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Update 2004-01-01-bage-open-data.md
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GabrielPelletier authored Aug 8, 2024
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Expand Up @@ -29,15 +29,14 @@ To earn the Open Data badge, participants must fulfill requirements for at least
1. **Publish data:** Make one or more dataset(s) underlying the results reported in one of your research publications or preprints available on a suitable data repository.
2. **Adhere to F.A.I.R Principles:** Ensure the dataset has a persistent identifier, is accompanied by descriptive metadata, has clear license, and is organized as per community standards where possible (for instance using [BIDS](https://bids.neuroimaging.io/) or [NWB](https://www.nwb.org/)).
3. **Cite the Dataset(s):** Cite the dataset properly in your article or preprint, including the persistent identifier to ensure traceability and recognition.
4. Provide Evidence: Provide links to the dataset(s), and link(s) to the article or preprint which cite the dataset(s).
_Note: For data involving human participants, ensure you have the necessary consents, Research Ethics Board approval, and that the mode of data sharing complies with these permissions._

#### Option 2: Improve the F.A.I.R.ness of one or more datasets within your lab
Multiple things can be done to Improve the F.A.I.R.ness of datasets without sharing openly on an online data repository, for instance:
Multiple things can be done to Improve the F.A.I.R.ness of datasets without sharing openly on an online data repository. You can fulfill the requirements by completing at least one of the following actions:

1. **Implement Data Management Tools:** Implement tools like [Datalad](https://www.datalad.org/) for versioning and tracking data provenance.
2. **Standardize Data Organization:** Reorganize a dataset according to community standards (e.g., BIDS, NWB) to facilitate future reuse.
3. **Enhance Metadata:** Add detailed, structured metadata using standardized vocabularies to make the data more understandable and usable, OR
3. **Enhance Metadata:** Add detailed, structured metadata using standardized vocabularies to make the data more understandable and usable.
4. **Convert Data Formats:** Change proprietary data files into open formats, making them freely accessible for future use.
5. **Provide Evidence:** Provide links or screenshots to showcase your involvement.

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