Given:
The random sample of 100 resident is selected.
The central limit theorem states that the distribution of sample means approximates a normal distribution as a sample size gets larger, regardless of the population's distribution.
As the given sample size is,

So, the sampling distribution of sample mean will be approximately normal. Since, the sample size of 100 resident is large.
Answer: the sampling distribution will be approximately normal.