log transform pandas dataframe
# Calculate natural logarithm on 'Salary' column
data['natural_log'] = np.log(data['Salary'])
data # Show the dataframe
# Calculate logarithm to base 2 on 'Salary' column
data['logarithm_base2'] = np.log2(data['Salary'])
data # Show the dataframeCopyright © 2021 Codeinu
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