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One issue that pops up frequently - data "versioning". Where you go through a series of data manipulations/cleaning until a fi al clean set that you use for manuscript analysis. Sometimes the path between the very raw acquired data to that clean data set is very poorly documented.
From a reader:
Some solutions:
Also discuss sharing these versions, e.g. through dryad, figshare, OSF, etc.
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