From Stanford University Library's Guide to Data Best Practices
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Use descriptive and informative file names
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Choose file formats that will ensure long term access |
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Track different versions of your documents |
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Create metadata for every experiment or analysis you run |
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Find helpful tools for analyzing your data
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Handle sensitive data in an appropriate manner |