In: Computer Science
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".
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
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