Statistics, Machine Learning, Data Science, Central Limit Theorem, Towards Data Science.
population shows normal distribution because Central Limit Theorem states that: Regardless of the initial shape of the population distribution, sampling distribution will approximate to a normal distribution. As the sample size increases, sampling distribution will get narrower and more normal.