python moving average time series
#Creating a 100 day moving average from 'df'
df.rolling(100).mean()
python moving average time series
#Creating a 100 day moving average from 'df'
df.rolling(100).mean()
rolling average df
df['pandas_SMA_3'] = df.iloc[:,1].rolling(window=3).mean()
python plotting moving average
#Plot the moving average that is the result of the rolling window
r90 = data.rolling(window=90).mean() #<---- Moving Average
data.join(r90.add_suffix(' MA 90')).plot(figsize=(8,8))
plt.show()
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()
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