Why is it important to collect all data during experiments, rather than make inferences of what will happen?

It is important to collect all data first, or else your guesses could purely be the opposite of the right answer. If you make inferences of what might happen, your guesses may be purely fictional, and totally off-topic. During experiments, this step is important.

*tilts head* sounds more like a statement