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cleandf['skewness_about.1'], color='pink') plt.show() Quick Comment: We can see that all out boxplot for all the attributes which had outlier have been treated and removed. Since no. of outliers were less we opted to remove it. Generally, we avoid this as it can lead to info loss in case of large