Central Limit Theorem
The central limit states that the distribution of sample means approaches the normal distribution as sample sizes get larger. In practical terms, sample sizes must be around 30 in order to have sufficient expectation of normalcy.
What distribution do you think the original data is from? At what point does the data start to look normal?