FAQ/Simon - CBU statistics Wiki - Skewness rule of thumb
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As a general rule of thumb: If skewness is less than -1 or greater than 1, the distribution is highly skewed. If skewness is between -1 and or between and. i think actually you want to check the normality, so instead go for any rule of thumb check jaurqe Bera test, it is based on skewness and kurtosis so acceptance.