One of my professors had a rule of thumb of discounting anything below n=25, but you absolutely need to ensure random sampling as its one of the fundamental ass

One of my professors had a rule of thumb of discounting anything below n=25, but you absolutely need to ensure random sampling as its one of the fundamental assumptions of regression - making sure the probability of being part of the sample is uniform across the entire population.