Which of the following was responsible for the spread of Islam into parts of
Northern and Western Africa?

Muslim refugees fleeing persecution in the Arab peninsula.

And also Islam spread throughout West Africa via merchants, traders, scholars, and missionaries.

Explanation:  

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after defeating german forces in north africa allied leaders turned their attention to "italy," since this was the location that made the most geographic sense before invading northern europe via france.