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Recorded observations and measurements from an experiment are referred to as data. The data can either be quantitative or qualitative.
yes
No. The data set will remain the data set: they are the observations that are recorded.
Data series usually refer to groups of data that are on Excel charts.
Some recorded data may need a necessary change while continuous observations are still being recorded.