What do the terms variance and standard deviation mean? How are these concepts related? How are they calculated?

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What do the terms variance and standard deviation mean? How are these concepts related? How are they calculated?

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    Variance and Standard Deviation (*****APA Format + Calculation Formula + References*****)
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