26 lines
656 B
Python
26 lines
656 B
Python
# Import dependencies
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import pandas as pd
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# Load data
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train_data = pd.read_csv('spambase.data.train.csv')
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val_data = pd.read_csv('spambase.data.val.csv')
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test_data = pd.read_csv('spambase.data.test.csv')
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# Inspect data
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print('Train data shape:', train_data.shape)
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print('Val data shape:', val_data.shape)
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print('Test data shape:', test_data.shape)
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print()
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print('Train data head:', train_data.head())
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print('Val data head:', val_data.head())
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print('Test data head:', test_data.head())
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print()
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print('Train data describe:', train_data.describe())
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print('Val data describe:', val_data.describe())
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print('Test data describe:', test_data.describe())
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