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Variability
The spread of data
Standard deviation
How far each score is from the mean.

Standard error of the mean
Estimate of how representative the sample is of the population.
A large sample size will provide a more representative data, have less variability and Standard Error of the mean.

Generalisation
How representative the sample is of the population.