What are the appropriate measure(s) to use in describing the average,

What are the appropriate measure(s) to use in describing the average, shape, and spread of the data according to the scale of measurement for the data (nominal, ordinal, interval/ratio). For example, the mean is an appropriate measure of central tendency for interval/ratio data. There may be multiple or no appropriate measures for a cell.