Question: why run a t test?
Answer: Essentially, a t-test allows us to compare the average values of the two data sets and determine if they came from the same population. ... Statisticians must additionally use tests other than the t-test to examine more variables and tests with larger sample sizes. For a large sample size, statisticians use a z-test.