Historical Demand Analysis & Time Series Statistics

Select Product Category

513.11 units

Average Monthly Demand ($\mu$)

580.0 units

Maximum Demand

457.0 units

Minimum Demand

31.41 units

Standard Deviation ($\sigma$)

Historical Monthly Demand Graph (All Categories)

Historical Demand Plot

Statistical Summary

Periods ($n$):19 months
Mean ($\mu$):513.11
Median:512.0
Standard Deviation ($\sigma$):31.41
Variance ($\sigma^2$):986.32
Coefficient of Variation ($CV$):6.12%

Stationarity Test (ADF Test)

ADF Statistic:-4.1472
p-value:0.000809
Status: Stationary (p < 0.05)
Series has constant mean and variance. No differencing required.