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 dataframehow to apply logarithm in pandas dataframe
data['natural_log'] = data['YOUR_COLUMN'].apply(np.log)Copyright © 2021 Codeinu
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