Mean and standard deviation can be worked out only if data is on
Nominal scale
Dichotomous scale
Interval/Ratio scale
Ordinal scale
Most satisfying scale for measurement of quantities: Metric scale

– Mean and SD can only be worked out on: Interval/Ratio scale

Measurements are east to handle in: Ratio scale.