By applying the natural logarithm, we linearized our data to approximate a quasi-normal distribution. Logarithmic scaling yields real numerical values since all the experimental solubility values are nonzero. The scaled values range from -15.29 to 13.82, with a mean of 4.39, a standard deviation of 4.61, and a median of 5.26. The median being slightly greater than the mean suggests a left-skewed distribution.