What is outlier in the data set?

An outlier is a data point that significantly deviates from the other observations in a dataset. It may be much higher or lower than the majority of the data, often indicating variability or an error in measurement. Outliers can influence statistical analyses, potentially skewing results and leading to misleading conclusions. Identifying and understanding the cause of outliers is important for accurate data interpretation.