Answered

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? Why might the expejiment need to be repeated when the hypothesis
needs to be changed?
A hypothesis that comes after the data, is a conclusion.
There may be other factors at play unknown to the researcher.
A hypothesis always precedes the collection of data.
The hypothesis' entire existence is to be tested.