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Just a note

On these two graphs the binomial distribution (in blue) and normal distribution (in green) have identical parameters - their mean is 5, and their standard deviation is √2.5. (P=0.5 & n=10)

The normal distribution dotted red, has the same standard deviation, but its mean is 0.5 less.