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In: Computer Science

Write the script in python to carry out the z- normalization on "Salary", if the Mean...

Write the script in python to carry out the z- normalization on "Salary", if the Mean is 79.6 and standard deviation is 14.4152. Assume the data is read from a csv file titled "Comp_sal_2014.csv".

Solutions

Expert Solution

RAW CODE

import pandas as pd

dataframe = pd.read_csv("Comp_sal_2014.csv")

Salary = dataframe["Salary"]

### Z_norm =  (Salary - mean)/standard deviation
z_normalized_values = (Salary - 79.6)/14.4152

SCREENSHOTS (CODE,CSV FILE AND OUTPUT)

CODE

CSV FILE (DUMMY FILE USED)

SALARY BEFORE AND AFTER Z_NORMALIZATION

BEFORE

AFTER

##### FOR ANY QUERY, KINDLY GET BACK, THANKYOU. #####

venereology answered 4 months ago
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