Hello!
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Franklin D Roosevelt gave his speech in 1941 because Japan attacked the United States (Which is known as 'The attack on Pearl Harbor'). It was also called to encourage the people of the United States and their allies to try harder and defeat Japan.
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I hope this helps and have a great day! :)