Fair Data Auditor

Automated tool to assess datasets against FAIR principles with comprehensive scoring and actionable recommendations.

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About This Tool

The F-UJI Automated FAIR Data Assessment Tool evaluates datasets against the FAIR principles (Findable, Accessible, Interoperable, Reusable) to help researchers and data managers improve data quality. Upload datasets or provide URLs to receive detailed compliance scores across multiple metrics, with specific recommendations for enhancement. This tool implements a robust scoring algorithm based on established FAIR assessment frameworks.

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How to Use

Upload a dataset file (JSON, XML, CSV) or enter a dataset URL
Select assessment options (full or partial FAIR principles)
Click 'Assess FAIR Compliance' to run the evaluation
View detailed results including scores per principle and improvement recommendations

Frequently Asked Questions

Find Quick Answers

What file formats does the tool support?

The tool supports JSON, XML, and CSV files for upload, or you can provide a URL to a dataset endpoint.

How are the FAIR scores calculated?

Scores are calculated using a weighted algorithm that evaluates metadata completeness, accessibility, format standards, and licensing information against FAIR principles.

Can I assess datasets behind authentication?

Currently, the tool only assesses publicly accessible datasets. Private datasets require authentication which isn't supported in this version.

What happens to my uploaded data?

Uploaded files are processed temporarily for assessment and are not stored permanently on our servers.

Need to run multiple calculations?

Create a free account today to unlock unlimited daily runs, access advanced parameters, save your history, and request custom features.

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