Outlier detection is essential because outliers can skew the results and lead to incorrect conclusions about a catalyst's performance or reaction mechanism. They can indicate experimental errors, unusual behavior of the catalytic system, or novel discoveries that require further investigation. Properly identifying outliers ensures the integrity of the data and helps in optimizing catalytic processes.