Data are usually collected either in an experiment or in a survey. Both result in variation between recorded values that can be considered to be random.
A major role of statistics is to understand and describe the randomness of summary statistics.
Customer preferences
How much should you trust a
statistic that would be different if you had used different people?
(This e-book should help you to give an answer!)