In Zanzibar, a power outage (blackout) resulted in 20% increase in the number of births. With a time difference of 8-10 months, this blackout event is a leading indicator for the birth rate. Therefore, blackout information can be used when forecasting baby products on a tactical level, as for example diaper sales.