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generally, most of Arabic dialects has formal Arabic words. In addition, some have a few French words (Algeria, Tunisia...etc), some have a few Indian or Persian words (Arabian Gulf)... etc.
from listening to Egyptian Arabic, its mostly different than formal Arabic. The good point for foreigners, it has an easier pronunciation than formal Arabic...
further more, its widely understandable by native Arabic speakers...