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A geometric mean gives you the true average of any given data. Geometric averages are one out of three parts of what is known as a Pythagorean mean analysis of data.
Imputation is used when specific data is not available. If data is not received, imputation is used to make an estimate of what the received data would have been.
What is data presentation on research
It is easy to use in further analysis calculation can be done easily using arithmetic mean is unique value for each data set
If you mean qualitative and quantitative data, then data would be dealing with numbers to describe a statistical analysis whereas qualitative represents things that cannot be expressed as numbers such as color.