Choosing the right data provider for academic research

High-quality, reliable data is the cornerstone of academic research. But with so many data providers to choose from, how do you determine which one truly upholds the standards of rigorous scholarship and reproducibility?

This checklist highlights six key criteria every researcher should evaluate when selecting a data provider - covering everything from data quality and reproducibility to community adoption and ongoing support.   

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Empower your research journey

Whether you're a professor leading a research initiative, a PhD student advancing your dissertation or an institutional decision-maker assessing data investments, this framework empowers you to make well-informed decisions. Prioritize discovery, uphold academic integrity and ensure your research is built on a foundation you can trust.

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