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Is it true when our sample is not normally distributed, we cannot find a normal distribution from our sample? From what I have learned I

Is it true when our sample is not normally distributed, we cannot find a normal distribution from our sample? From what I have learned I thought we could still find the normal distribution but only if the sample size is large enough.

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