python
remove outliers
def outliers(column):
Q1, Q3 = np.percentile(column, [25, 75])
IQR = Q3 - Q1
lower_range = Q1 - (1.5 * IQR)
upper_range = Q3 + (1.5 * IQR)
return lower_range, upper_range
outliers(df['yearly_salary'])Output
(-2750.0, 151250.0)
# remove outliers from a single column
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