Briefly comment on the boxplot

Handle Outliers # Plot boxplot for a sample column pit. boxplot (df['#_siblings' ]) pit. title( 'Boxplot of Number of Siblings' ) pit . show() # Handle outliers if necessary (example for "# siblings") q1 = df['#_siblings' ]. quantile(0.25) q3 = df[ '#_siblings']. quantile(0.75) iqr = 03 - q1 lower_bound = q1 - 1.5 * iqr upper_bound = q3 + 1.5 * iqr df['#_siblings'] = np.where(df[ '#_siblings'] upper_bound, upper_bound, df['#_siblings' ])) Boxplot of Number of Siblings 1.5 1.0 0.5- 0.0 - -0.5 -1.0