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import pandas as pd

# Sample data for HPLC analysis
data = {
    'Compound_Name': ['Flavonoid 1', 'Flavonoid 2', 'Phenolic acid 1', 'Phenolic acid 2'],
    'Retention_Time': [5.2, 7.5, 10.1, 12.3],
    'Peak_Area': [1000, 800, 1200, 900]
}

# Create a pandas DataFrame with specific data types
df = pd.DataFrame(data, dtype={'Retention_Time': float, 'Peak_Area': int})

# Print the DataFrame
print(df)

# Calculate the mean peak area
mean_peak_area = df['Peak_Area'].mean()
print(f'Mean peak area: {mean_peak_area:.2f}')
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