Central Tendency and Dispersion

How similar are the units in the data? That's Central Tendency. Mode, Median, Mean

How different are the units in the data? That's Dispersion. Range, variance, standard deviation, and outliers.

Together, with central tendency and dispersion you can draw the distribution of a variable.

Check out these notes.