Moving averages python

# option 1

df['data'].rolling(3).mean()
df['data'].shift(periods=1).rolling(3).mean()

# option 2: compute a 9-day simple moving average

df['SMA_9'] = df['Close'].rolling(window=9, min_periods=1).mean()

Source: stackoverflow.com

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