What in science are very important so that we can compare experimental data from one lab to another and make sure we all are talking about the same thing?

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The four Science Regents exams (Earth Science, Living Environment, Chemistry, and Physics) also include separately-scheduled lab practicals.
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What in science are very important so that we can compare experimental data from one lab to another and make sure we all are talking about the same thing?