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When you explain or interpret an observation you are

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An observation is any report from your 5 senses. It does not involve an explanation. ... Such an observation is a quantitative one, as opposed to a qualitative one (no measurements). On the other hand, an interpretation is an attempt to figure out what has been observed.
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