The AGA weekly change for the week ending on 7/7 is at 68.
The model predicted 66 for 6/30, it came out at 69.

The following graph depicts the past performance.



Mike, 

Where can I get the temperature data ?  I believe the model can be further 
improved by incorporating some
explanatory variables like temperature.