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Given the following text problem statement, write Python code to implement the functionality described below in problem statement
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Problem:
I have a pandas DataFrame data
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Python Code:
import numpy as np
import pandas as pd
from sklearn import preprocessing
data = load_data()
df_out = pd.DataFrame(preprocessing.scale(data), index=data.index, columns=data.columns)
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