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Create utils.py
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utils.py
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import pandas as pd
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import numpy as np
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from datetime import datetime, timedelta
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def generate_sample_data():
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"""Generate sample data for dashboard visualization"""
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dates = pd.date_range(start='2024-01-01', end='2024-01-31', freq='D')
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return pd.DataFrame({
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'Date': dates,
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'Revenue': np.random.normal(1000, 100, len(dates)),
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'Users': np.random.randint(100, 200, len(dates)),
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'Engagement': np.random.uniform(0.5, 0.9, len(dates)),
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'Category': np.random.choice(['A', 'B', 'C'], len(dates))
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})
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