The lifecycle of research data is integral to the research process itself. Thinking about best practices and developing a plan for dealing with data at every stage of the lifecycle can help you to develop a strategy for data management.![](data:image/png;base64,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)
The Data Lifecycle, adapted from the Research 360 Project