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Please help in below statistical question: why can't we just use statistics? Visualization is just showing those numbers that we calculated right? If

Please help in below statistical question:
"why can't we just use statistics?"
Visualization is just showing those numbers that we calculated right? If we can calculate representative statistics for a dataset, do we really need to use data visualization? Why waste time in visualization?
There are four simple datasets below. Please explain characteristics of each dataset here.

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