The exact population is a bit unclear. Estimates for the time period fall in between 2 and 4 million. This area of Egypt was one of the more densely populated areas in the world at that time due to the fertility of the Nile delta. In the Biblical account, Exodus 12:30 says "for there was not a house without someone dead". More @Wikipedia
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