Variance would measure accuracy of the data.
When the data distribution is skewed or non-normal, the average value will not reflect the actual value.
It is concluded that if these basic assumptions of statistics are violated, the obtained statistics would be a poor representative (Ho Yu. 2005: Online).
In order to prevent this problem, it is important to use normal distribution.
The method that can transform data into data sets with normal distribution is data transformation.