Arguing against lookism by saying something like "I know a short, ugly guy who slays" is flawed because it focuses on outliers, which are rare exceptions, not the rule. Statistical trends rely on central tendency measures like the mean, median, and mode, which describe what’s typical for most people. One person’s experience doesn’t disprove the statistical significance of a trend, which shows that it’s unlikely to be due to chance. This argument is an anecdotal fallacy because it uses a single example to challenge a broader pattern. It’s also based on sampling bias, meaning that one case doesn’t represent the larger group.
