Variables
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The experimental procedure.
Yes, the one factor that a scientist changes during an experiment is also called an independent variable.
They are experimental data.
Scientific observation consists of receiving knowledge of the outside world. Any data recorded during an experiment can be called an observation.
Any data collected during the procedure/experiment.