If 90 shipments are scheduled for the African continent in the next month, based upon the historical data, what can be said about the probability of an outcome where at the least 70 of these shipments arrive on time? Assume that being on time or getting delayed are probabilistically independent outcomes. Use the sample data of the shipment data file to calculate the probability of the shipments to the African continent being late or being on time.

Arrival On-time: 63

Delayed: 27