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The what, why, and how of born-open data
1University of Missouri, Columbia, MO, 65211, USA. rouderj@missouri.edu.
Researchers can now automatically archive scientific data the night it is created using a "born-open" approach. This method enhances data transparency and accessibility, addressing technical barriers to open science practices.
Area of Science:
- Data Science
- Scientific Computing
- Research Methodology
Background:
- Scientific data sharing is crucial for transparency and reproducibility.
- Technical challenges in data preparation and archiving hinder widespread data availability.
- Current practices often lack efficient and automated solutions for raw data management.
Purpose of the Study:
- To introduce and advocate for the
Main Methods:
- Automated data archiving system developed in the laboratory.
- Data are versioned, logged, time-stamped, and uploaded nightly without human intervention.
- GitHub is utilized as the central repository for all archived data.
Main Results:
- Successful implementation of an automated system for archiving raw scientific data.
- All data, including aborted runs and pilot subject data, are captured and stored.
- Born-open data is now readily available for scrutiny and analysis.
Conclusions:
- Automated data archiving ('born-open') overcomes technical hurdles in data sharing.
- This approach promotes transparency, reproducibility, and accelerates scientific discovery.
- Addressing concerns about pre-publication data sharing is essential for wider adoption.
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