Scatter plots are used to plot data on an x and y axis. Often the data has two variables one that is controlled and one that is variable. This data can be fit to a trend line and from this you can often detect outliers once you run statistical analysis on it.
http://www.itl.nist.gov/div898/handbook/eda/section3/eda33q.htm
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