In the field of statistics, a data distribution is used to study values belonging to a large population or sample. A population is a large group of items with some similarity between them. Whenever such a distribution is studied, several unique characteristics can be attributed to each distribution. One such characteristic is the symmetry of the distribution. The symmetry shows how the values of the population are arranged around the measures of central tendency, such as the mean, median, or mode.
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