Outliers
Outliers are extreme values that don't appear to belong with the rest of the data. They may be unusual values that deserve further investigation, or just mistakes; there's no obvious way to tell. Don't delete outliers automatically--you have to think about them. Outliers may affect many statistical analysis, so you should always be alert for them.