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import pandas as pd
import numpy as np
import random
df = pd.DataFrame({
'height': np.random.randint(50, 70, 25),
'weight': np.random.randint(120, 320, 25),
'age': np.random.randint(18, 65, 25),
'ethnicity': [random.choice(["white", "black", "asian"]) for _ in range(25)]
})
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