Interpreting the forecast DataFrame

Now, let’s take a look at that forecast DataFrame by displaying the first three rows (I’ve transposed it here, in order to better see the column names on the page) and learn how these values were used in the preceding chart:

forecast.head(3).T

After running that command, you should see the following table printed out:

Figure 2.4 – The forecast DataFrame

The following is a description of each of the columns in the forecast DataFrame:

• 'ds': The date stamp or timestamp that the values in that row pertain to
• 'trend': The value of the trend component alone
• 'yhat_lower': The lower bound of the uncertainty interval around the final prediction
• 'yhat_upper': The upper bound of the uncertainty interval around the final prediction
• 'trend_lower': The lower bound of the uncertainty interval around the trend component
• 'trend_upper...