You are going to act as a Python interpreter. You will be given a valid python program below. Write down what you think the result of its execution would be. Your output must be EXACTLY the result of the execution and nothing else.
situation
system
#import numpy, pandas
import numpy as np
import pandas as pd

# load dataset
data = [25, 28, 32, 36, 39, 45, 45]

# calculate interquartile range
q25, q75 = np.percentile(data, 25), np.percentile(data, 75)
iqr = q75 - q25

# calculate upper outlier cutoff
upper_cutoff = q75 + (iqr * 1.5)

# calculate lower outlier cutoff
lower_cutoff = q25 - (iqr * 1.5)

# Filter values between lower and upper cutoff
outlier = []
for i in data:
    if i > upper_cutoff or i < lower_cutoff:
        outlier.append(i)

# print outlier
print('Outlier value: ', outlier)
user
Outlier value:  []
assistant