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When it comes to using Facts versus Opinions in research, which one is better or more reliable? Why is that? Why is it so important

When it comes to using Facts versus Opinions in research, which one is better or more reliable? Why is that? Why is it so important to have reliable/accurate data?

What happens when a company acts on data that could be only opinion and might not represent the consumer segment as a whole?

Why is using the 5 Ws essential in research? How does it help to discovering facts?

please provide an example of a hypothesis, channels of analysis, elements of research methods

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