Legitimatize An Experiment

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Pscyh6

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How could I prove the results and the volunteers of an experiment's legitimacy and show that the statistics were not forged or faked in any way?
 
This isn't a homework assignment, I am in high school so all the 'experiments' are just us walking around surveying students.

This is just a hypothetical question I had.
 
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