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A valid conclusion would be that a tautology is true.
A valid conclusion is when your conclusion is written using the text you have and get it right.
Providing of course that a sample is representative of the population from which it is drawn, the bigger it is the more likely it will be to lead to a valid conclusion. Therefore, the best sample size when there are no restrictions, as in this case, would be one of 1000.
No, it is not a definition: it is an imperative statement requiring you to do something!
Scientists use the data from an experiment to evaluate the hypothesis and draw a valid conclusion.