Chapter 9 Exercise 15

15. Using monthly sales of merchandise, forecast sales for the next three months.

This one could be answered using a data mining tool, but it is also easy within Excel. The main step is to build the query to obtain the data:
 
SELECT Format([SaleDate],"yyyy-mm") AS YearMonth,
Sum([SalePrice]*[Quantity]) AS Sales
FROM Sale INNER JOIN SaleItem ON Sale.SaleID = SaleItem.SaleID
GROUP BY Format([SaleDate],"yyyy-mm")
ORDER BY Format([SaleDate],"yyyy-mm");
 
Then copy the results into Excel, select the Sales data and drag the small square on the bottom right to do a simple regression. But there is not enough sample data to be realistic.
 

YearMonthSales
2013-01$729.00
2013-02$1,314.99
2013-03$2,400.48
2013-04$377.55
2013-05$418.50
2013-06$446.65
2013-07$360.00
2013-08$353.65
2013-09$578.70
2013-10$765.00
2013-11$452.25
2013-12$169.02
2014-01$143.63
2014-02$57.06
2014-03($29.51)