you are randomly selecting 100 people from a population that is normally distributed. Are you certain to get exactly 95 people who lie within two standard deviations of the mean?

Explain this please...

This is the Empirical Rule.

68% lies within 1 standard deviation, 95% lies within two, and 99.7 lies within 3.