def true_code():
    import pandas as pd
    df = pd.read_csv("raw_data/main_data.csv")
    df['Timestamp'] = pd.to_datetime(df['Timestamp'])
    data = df.groupby(df['Timestamp'].dt.isocalendar().week)['PM2.5'].mean().idxmax()
    print(data)

true_code()