rolling average df
df['pandas_SMA_3'] = df.iloc[:,1].rolling(window=3).mean()
rolling average df
df['pandas_SMA_3'] = df.iloc[:,1].rolling(window=3).mean()
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 with pandas
BTC_USD['SMA_9'] = BTC_USD['Close'].rolling(window=9, min_periods=1).mean()
12 month movinf average in python for dataframe
# Calculating the short-window simple moving average
short_rolling = data.rolling(window=20).mean()
short_rolling.head(20)
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