Data Analysis Sample Definition: A data analysis sample definition refers to the selection of data points used in an analysis to draw conclusions or make predictions. This sample is carefully chosen to be representative of the larger population, ensuring that findings from the analysis can be generalized. The definition also specifies the variables measured and the context in which the data was collected.