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 print out:

Figure 2.4 – The forecast DataFrame

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

• 'ds': Datestamp or timestamp that values in that row pertain to
• 'trend': Value of the trend component alone
• 'yhat_lower': Lower bound of the uncertainty interval around the final prediction
• 'yhat_upper': Upper bound of the uncertainty interval around the final prediction
• 'trend_lower': Lower bound of the uncertainty interval around the trend component
• 'trend_upper': Upper bound of the...