Contents for analysing data

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A proper understanding of the data is essential for carrying out any FAIRification activity. If the data are own data or coming from an in-house activity, such an understanding may come easily. But if the data are provided by a third party, a detailed analysis might be necessary. This step analyses the data to support the FAIRification step. Issues to be considered are:

  • How are the data organized? Do the data meet the intended formatting? Are data missing?
  • Are some FAIR features already existing in the data such as persistent identifiers? If the data are extensive, running a (semi-) automatic FAIR assessment tool is helpful.

Here is a list of (semi-) automatic tools: