An outlier is an observed value that is significantly higher or lower than the rest of the observed values. Outliers affect different measures of central tendency and other stats differently. The mean is affected by every observed value and is affected by outliers. The median and the mode are less affected by outliers. When an outlier is impacting your stats in bad ways, you can remove the outlier from consideration.