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lResearch for a study is validated once the data gathered from primary and secondary sources reflect the same behavior. You should always ask yourself, when evaluating the data "Does this make sense".
If there are similar patterns from different sources when it comes to data, you can be sure that it is valid. It is not a matter of finding the good data, but eliminating the bad data and supporting the good data. You can take a look at this site for more information