Question: what the difference between data and observation?
Answer: Data collection requires observation, unless you define observations as things which include human supervision. ... Or, if you mean observation is a verb and data is a noun, then data is the result of observation. Or, if you think data must be numerical, the categorical information you collect will be “observations”.