A good introduction on Time Series Analysis is the chapter 18 of Using Multivariate Statistics by Tabachnick and Fidel. You can Download the chapter for free on the book's webpage. That chapter have some examples Using SPSS and SAS.
On the other hand, you can use too the manuals of SPSS to know what kind of analysis Provide the software. I share on the links a manual that i find useful.