First, please see the graphic in the link. It's considered one of the best summaries of data of all time.
Why?
One the one hand, it conveys a massive amount of information about Napoleon's invasion of Russia: how his force was diminished in size, where they went, etc. Yet, on the other hand, it is easy to comprehend. Even without reading the details it's easy to understand what happened.
This is a very high standard for statistical presentation. At the same time, it's worth considering what's possible when summarising data.
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A basic summary of data or a simple comparison of a few sets of data.A basic summary of data or a simple comparison of a few sets of data.A basic summary of data or a simple comparison of a few sets of data.A basic summary of data or a simple comparison of a few sets of data.
The average mean absolute deviation of a data set is the average of the absolute deviations from a central point. It is a summary statistic of statistical dispersion or variability.
mean does not mean the center of the data
what do you mean by data assembly?
The mean of a set of data is the sum of that data divided by the number of items of data.