Comment by godelski

Similarly anecdotal evidence is just not strong evidence, but it is still evidence. Anecdotal evidence from a lot of people is a dataset and from a wide variety of people is a good dataset. It's all about confidence levels. Consider likelihoods (different from probabilities) and just update your priors but never forget the confidence intervals. They're the most important part!