I only read anecdotal evidence as personal experience. Unless there's something quantifiable going on, if it's one person or tens of thousands of people, it's still either one persons personal experience or that of tens of thousands of people.
"The first principle is that you must not fool yourself — and you are the easiest person to fool." - Richard P. Feynman