*This Q on CV - http://stats.stackexchange.com/q/113314/1036.

DATASET ACTIVATE rwjCounty.
SPSSINC GETURI DATA
  URI="https://dl.dropbox.com/s/8g31cjf8vr69i44/rwj%20county%20data.xls?dl=0"
  FILETYPE=XLS DATASET=rwjCounty
  /OPTIONS SHEETNUMBER=1 READNAMES=YES ASSUMEDSTRWIDTH=32767.

*If you dont have the GETURI data command.
*Save it to a local location and insert handle.
 * FILE HANDLE data /NAME = "??Your Handle Here??".
 * GET DATA
  /TYPE=XLS
  /FILE='data\rwj county data.xls'
  /SHEET=name 'Sheet1'
  /CELLRANGE=full
  /READNAMES=on
  /ASSUMEDSTRWIDTH=32767.
 * EXECUTE.
 * DATASET NAME rwjCounty.

*Getting rid of superflous variables.
MATCH FILES FILE = * /KEEP FreeLunch FoodInsecure Rural Female @18 Hispanic.
FREQ VAR FreeLunch FoodInsecure Rural Female @18 Hispanic /FORMAT = NOTABLE /STATISTICS = MEAN STDDEV MIN MAX.
REGRESSION 
  /MISSING LISTWISE 
  /STATISTICS COEFF 
  /DEPENDENT FreeLunch 
  /METHOD=ENTER FoodInsecure Rural Female @18 Hispanic.

*******************************************************.
*This produces. 
*               Coeff.   S.E.	
*-------------------------------------------------					
*(Constant)	  -139.616	66.652	
*FoodInsecure    2.785	  .674	
*Rural	          .131	  .048	
*Female	         2.657	 1.170	
*@18 < 18	     -.416	  .583	
*Hispanic	     1.156	  .236	
*--------------------------------------------------
*Dependent Variable: FreeLunch % Free Lunch	
*******************************************************.					

*This code exports to Stata and estimates the same model.
*SAVE TRANSLATE OUTFILE='\\finnhudson\USERS_REDIRECT$\andrew.wheeler\Desktop\test.dta' 
  /TYPE=STATA 
  /VERSION=8 
  /EDITION=SE 
  /MAP 
  /REPLACE.
*This is the stata command to replicate numbers here.
*use "\\finnhudson\USERS_REDIRECT$\andrew.wheeler\Desktop\test.dta"
*regress FreeLunch FoodInsecure Rural Female A_18 Hispanic
*This reproduces the same SPSS numbers.