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theresacheng authored Aug 9, 2024
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# No scientist is an island: Working smarter to share data derivatives

<img src='../../files/dataderivative_flowchart.png' width='100%' >
<img src='../../files/islands.png' width='80%' >

In collaborative scientific research involving human subjects, the same datasets are often used by multiple researchers. Researchers frequently transform variables for their models or analyse, creating what are known as **data derivatives**. Tracking and sharing these derivatives can be valuable not only to the original research team, but also to collaborators and the broader scientific community.

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