data/spatio_temporal_aggregation/rv44i_89.py

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[(df['Timestamp'].dt.day >= 12) & (df['Timestamp'].dt.day <= 15) & (df['Timestamp'].dt.month == 10) & (df['Timestamp'].dt.year == 2023)].groupby('state')['PM2.5'].max().idxmax()
    print(data)

true_code()