Below are shown a dot plot and summary statistics for a random sample of 34 shower heads.The measurements are maximum flow rates (in gallons per minute)at pressure of 80 pounds per square inch.Use the data to illustrate the difference between the two alternative definitions of "outlier," and make any other comments you feel are relevant.Note: TrimMean removes the smallest 5 percent and the largest 5 percent of the values. 
Definitions:
Insolvent
A state where an individual or organization is unable to fulfill financial obligations due to lack of funds.
Security Interest
A legal claim or lien on collateral that has been pledged, usually to obtain a loan.
Uniform Commercial Code
A comprehensive set of laws governing all commercial transactions in the United States, intended to provide consistency across states.
Perfected
A term typically used in law to describe a state where a security interest or lien is officially established or completed, ensuring protection and priority.
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