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Having a strong statistical picture of data is important to being able to properly identify trends...

Having a strong statistical picture of data is important to being able to properly identify trends in statistical analysis. In R, how can an analyst identify appropriate sample distributions and test for normal distributions? What commands and factors are likely to affect the analysis?

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