import pandas as pd
import numpy as np
# Sample historical price data (replace with your own data)
data = {
'timestamp': ,
'price':
}
# Create a DataFrame from the data
df = pd.DataFrame(data)
df = pd.to_datetime(df )
df.set_index('timestamp', inplace=True)
# Define the period for the SMA
sma_period = 3 # You can adjust this to your preferred...