python calculate moving average code example

Example 1: rolling average df

df['pandas_SMA_3'] = df.iloc[:,1].rolling(window=3).mean()

Example 2: moving averages python

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