Variety-different forms and formats of the data

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Variety - different forms and formats of the data

- Are all of the data set formats the same? Do they need to be the same for your analysis?

- Do all fields contain the same labels? Does the data with similarly titled labels contain the same type of data?

- How are the files delimited? Are there any extra delimiters that may cause problems when importing? What strategies can you use to deal with any of these challenges?

- Is the data structured or unstructured? What transformation would be needed to any unstructured data to make it possible to analyze it?

- Is the data aggregated at the same level?

Reference no: EM133622004

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