Year = 2007 
 Month = 12 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 12 
 Billion $ = 20 
 Type = Subprime  Year = 2007 
 Month = 12 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2007 
 Month = 12 
 Billion $ = 1.5 
 Type = Prime  Year = 2007 
 Month = 12 
 Billion $ = 3.5 
 Type = Agency  Year = 2007 
 Month = 11 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 11 
 Billion $ = 20.1 
 Type = Subprime  Year = 2007 
 Month = 11 
 Billion $ = 3.2 
 Type = Alt-A  Year = 2007 
 Month = 11 
 Billion $ = 1.5 
 Type = Prime  Year = 2007 
 Month = 11 
 Billion $ = 4 
 Type = Agency  Year = 2007 
 Month = 10 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 10 
 Billion $ = 21 
 Type = Subprime  Year = 2007 
 Month = 10 
 Billion $ = 3.2 
 Type = Alt-A  Year = 2007 
 Month = 10 
 Billion $ = 1.5 
 Type = Prime  Year = 2007 
 Month = 10 
 Billion $ = 3 
 Type = Agency  Year = 2007 
 Month = 9 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 9 
 Billion $ = 21.5 
 Type = Subprime  Year = 2007 
 Month = 9 
 Billion $ = 3 
 Type = Alt-A  Year = 2007 
 Month = 9 
 Billion $ = 1 
 Type = Prime  Year = 2007 
 Month = 9 
 Billion $ = 2.5 
 Type = Agency  Year = 2007 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 8 
 Billion $ = 18 
 Type = Subprime  Year = 2007 
 Month = 8 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2007 
 Month = 8 
 Billion $ = 1 
 Type = Prime  Year = 2007 
 Month = 8 
 Billion $ = 4 
 Type = Agency  Year = 2007 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 7 
 Billion $ = 18 
 Type = Subprime  Year = 2007 
 Month = 7 
 Billion $ = 3 
 Type = Alt-A  Year = 2007 
 Month = 7 
 Billion $ = 0.6 
 Type = Prime  Year = 2007 
 Month = 7 
 Billion $ = 2 
 Type = Agency  Year = 2007 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2007 
 Month = 6 
 Billion $ = 15 
 Type = Subprime  Year = 2007 
 Month = 6 
 Billion $ = 3 
 Type = Alt-A  Year = 2007 
 Month = 6 
 Billion $ = 0.5 
 Type = Prime  Year = 2007 
 Month = 6 
 Billion $ = 1.5 
 Type = Agency  Year = 2008 
 Month = 12 
 Billion $ = 0.3 
 Type = Option adjustable rate  Year = 2008 
 Month = 12 
 Billion $ = 15.6 
 Type = Subprime  Year = 2008 
 Month = 12 
 Billion $ = 2.2 
 Type = Alt-A  Year = 2008 
 Month = 12 
 Billion $ = 2.2 
 Type = Prime  Year = 2008 
 Month = 12 
 Billion $ = 2.5 
 Type = Agency  Year = 2008 
 Month = 11 
 Billion $ = 0.3 
 Type = Option adjustable rate  Year = 2008 
 Month = 11 
 Billion $ = 21.5 
 Type = Subprime  Year = 2008 
 Month = 11 
 Billion $ = 2 
 Type = Alt-A  Year = 2008 
 Month = 11 
 Billion $ = 1.5 
 Type = Prime  Year = 2008 
 Month = 11 
 Billion $ = 4 
 Type = Agency  Year = 2008 
 Month = 10 
 Billion $ = 0.2 
 Type = Option adjustable rate  Year = 2008 
 Month = 10 
 Billion $ = 20 
 Type = Subprime  Year = 2008 
 Month = 10 
 Billion $ = 3 
 Type = Alt-A  Year = 2008 
 Month = 10 
 Billion $ = 2 
 Type = Prime  Year = 2008 
 Month = 10 
 Billion $ = 4.5 
 Type = Agency  Year = 2008 
 Month = 9 
 Billion $ = 0.2 
 Type = Option adjustable rate  Year = 2008 
 Month = 9 
 Billion $ = 25.5 
 Type = Subprime  Year = 2008 
 Month = 9 
 Billion $ = 2 
 Type = Alt-A  Year = 2008 
 Month = 9 
 Billion $ = 2 
 Type = Prime  Year = 2008 
 Month = 9 
 Billion $ = 6.5 
 Type = Agency  Year = 2008 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 8 
 Billion $ = 23.5 
 Type = Subprime  Year = 2008 
 Month = 8 
 Billion $ = 2 
 Type = Alt-A  Year = 2008 
 Month = 8 
 Billion $ = 4 
 Type = Prime  Year = 2008 
 Month = 8 
 Billion $ = 6 
 Type = Agency  Year = 2008 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 7 
 Billion $ = 23.3 
 Type = Subprime  Year = 2008 
 Month = 7 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2008 
 Month = 7 
 Billion $ = 5 
 Type = Prime  Year = 2008 
 Month = 7 
 Billion $ = 4.2 
 Type = Agency  Year = 2008 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 6 
 Billion $ = 22.5 
 Type = Subprime  Year = 2008 
 Month = 6 
 Billion $ = 3 
 Type = Alt-A  Year = 2008 
 Month = 6 
 Billion $ = 3 
 Type = Prime  Year = 2008 
 Month = 6 
 Billion $ = 4 
 Type = Agency  Year = 2008 
 Month = 5 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 5 
 Billion $ = 21.4 
 Type = Subprime  Year = 2008 
 Month = 5 
 Billion $ = 3 
 Type = Alt-A  Year = 2008 
 Month = 5 
 Billion $ = 2 
 Type = Prime  Year = 2008 
 Month = 5 
 Billion $ = 5.5 
 Type = Agency  Year = 2008 
 Month = 4 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 4 
 Billion $ = 23.5 
 Type = Subprime  Year = 2008 
 Month = 4 
 Billion $ = 2 
 Type = Alt-A  Year = 2008 
 Month = 4 
 Billion $ = 2 
 Type = Prime  Year = 2008 
 Month = 4 
 Billion $ = 4 
 Type = Agency  Year = 2008 
 Month = 3 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 3 
 Billion $ = 17.5 
 Type = Subprime  Year = 2008 
 Month = 3 
 Billion $ = 3 
 Type = Alt-A  Year = 2008 
 Month = 3 
 Billion $ = 2 
 Type = Prime  Year = 2008 
 Month = 3 
 Billion $ = 2.5 
 Type = Agency  Year = 2008 
 Month = 2 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 2 
 Billion $ = 16.3 
 Type = Subprime  Year = 2008 
 Month = 2 
 Billion $ = 3.2 
 Type = Alt-A  Year = 2008 
 Month = 2 
 Billion $ = 1.5 
 Type = Prime  Year = 2008 
 Month = 2 
 Billion $ = 4 
 Type = Agency  Year = 2008 
 Month = 1 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2008 
 Month = 1 
 Billion $ = 20.5 
 Type = Subprime  Year = 2008 
 Month = 1 
 Billion $ = 2 
 Type = Alt-A  Year = 2008 
 Month = 1 
 Billion $ = 1.5 
 Type = Prime  Year = 2008 
 Month = 1 
 Billion $ = 3.5 
 Type = Agency  Year = 2009 
 Month = 12 
 Billion $ = 4.5 
 Type = Option adjustable rate  Year = 2009 
 Month = 12 
 Billion $ = 3 
 Type = Subprime  Year = 2009 
 Month = 12 
 Billion $ = 3.3 
 Type = Alt-A  Year = 2009 
 Month = 12 
 Billion $ = 4 
 Type = Prime  Year = 2009 
 Month = 12 
 Billion $ = 6.5 
 Type = Agency  Year = 2009 
 Month = 11 
 Billion $ = 4.3 
 Type = Option adjustable rate  Year = 2009 
 Month = 11 
 Billion $ = 4 
 Type = Subprime  Year = 2009 
 Month = 11 
 Billion $ = 3.3 
 Type = Alt-A  Year = 2009 
 Month = 11 
 Billion $ = 4.3 
 Type = Prime  Year = 2009 
 Month = 11 
 Billion $ = 7 
 Type = Agency  Year = 2009 
 Month = 10 
 Billion $ = 3 
 Type = Option adjustable rate  Year = 2009 
 Month = 10 
 Billion $ = 3.5 
 Type = Subprime  Year = 2009 
 Month = 10 
 Billion $ = 3.3 
 Type = Alt-A  Year = 2009 
 Month = 10 
 Billion $ = 4.3 
 Type = Prime  Year = 2009 
 Month = 10 
 Billion $ = 5.8 
 Type = Agency  Year = 2009 
 Month = 9 
 Billion $ = 2.5 
 Type = Option adjustable rate  Year = 2009 
 Month = 9 
 Billion $ = 3.7 
 Type = Subprime  Year = 2009 
 Month = 9 
 Billion $ = 3 
 Type = Alt-A  Year = 2009 
 Month = 9 
 Billion $ = 3.2 
 Type = Prime  Year = 2009 
 Month = 9 
 Billion $ = 5.4 
 Type = Agency  Year = 2009 
 Month = 8 
 Billion $ = 2.2 
 Type = Option adjustable rate  Year = 2009 
 Month = 8 
 Billion $ = 3.7 
 Type = Subprime  Year = 2009 
 Month = 8 
 Billion $ = 3 
 Type = Alt-A  Year = 2009 
 Month = 8 
 Billion $ = 3 
 Type = Prime  Year = 2009 
 Month = 8 
 Billion $ = 5 
 Type = Agency  Year = 2009 
 Month = 7 
 Billion $ = 2.1 
 Type = Option adjustable rate  Year = 2009 
 Month = 7 
 Billion $ = 3 
 Type = Subprime  Year = 2009 
 Month = 7 
 Billion $ = 2.8 
 Type = Alt-A  Year = 2009 
 Month = 7 
 Billion $ = 2.5 
 Type = Prime  Year = 2009 
 Month = 7 
 Billion $ = 4.7 
 Type = Agency  Year = 2009 
 Month = 6 
 Billion $ = 2 
 Type = Option adjustable rate  Year = 2009 
 Month = 6 
 Billion $ = 2 
 Type = Subprime  Year = 2009 
 Month = 6 
 Billion $ = 3.9 
 Type = Alt-A  Year = 2009 
 Month = 6 
 Billion $ = 3.9 
 Type = Prime  Year = 2009 
 Month = 6 
 Billion $ = 6.5 
 Type = Agency  Year = 2009 
 Month = 5 
 Billion $ = 1.2 
 Type = Option adjustable rate  Year = 2009 
 Month = 5 
 Billion $ = 2 
 Type = Subprime  Year = 2009 
 Month = 5 
 Billion $ = 4.5 
 Type = Alt-A  Year = 2009 
 Month = 5 
 Billion $ = 6 
 Type = Prime  Year = 2009 
 Month = 5 
 Billion $ = 5.5 
 Type = Agency  Year = 2009 
 Month = 4 
 Billion $ = 0.8 
 Type = Option adjustable rate  Year = 2009 
 Month = 4 
 Billion $ = 4.5 
 Type = Subprime  Year = 2009 
 Month = 4 
 Billion $ = 5 
 Type = Alt-A  Year = 2009 
 Month = 4 
 Billion $ = 8.5 
 Type = Prime  Year = 2009 
 Month = 4 
 Billion $ = 4.5 
 Type = Agency  Year = 2009 
 Month = 3 
 Billion $ = 0.7 
 Type = Option adjustable rate  Year = 2009 
 Month = 3 
 Billion $ = 7.5 
 Type = Subprime  Year = 2009 
 Month = 3 
 Billion $ = 3 
 Type = Alt-A  Year = 2009 
 Month = 3 
 Billion $ = 6 
 Type = Prime  Year = 2009 
 Month = 3 
 Billion $ = 3.5 
 Type = Agency  Year = 2009 
 Month = 2 
 Billion $ = 0.5 
 Type = Option adjustable rate  Year = 2009 
 Month = 2 
 Billion $ = 9 
 Type = Subprime  Year = 2009 
 Month = 2 
 Billion $ = 2 
 Type = Alt-A  Year = 2009 
 Month = 2 
 Billion $ = 3 
 Type = Prime  Year = 2009 
 Month = 2 
 Billion $ = 3 
 Type = Agency  Year = 2009 
 Month = 1 
 Billion $ = 0.4 
 Type = Option adjustable rate  Year = 2009 
 Month = 1 
 Billion $ = 12.5 
 Type = Subprime  Year = 2009 
 Month = 1 
 Billion $ = 2 
 Type = Alt-A  Year = 2009 
 Month = 1 
 Billion $ = 2 
 Type = Prime  Year = 2009 
 Month = 1 
 Billion $ = 2.5 
 Type = Agency  Year = 2010 
 Month = 12 
 Billion $ = 10.5 
 Type = Option adjustable rate  Year = 2010 
 Month = 12 
 Billion $ = 0.5 
 Type = Subprime  Year = 2010 
 Month = 12 
 Billion $ = 4.5 
 Type = Alt-A  Year = 2010 
 Month = 12 
 Billion $ = 3.5 
 Type = Prime  Year = 2010 
 Month = 12 
 Billion $ = 7.6 
 Type = Agency  Year = 2010 
 Month = 11 
 Billion $ = 10 
 Type = Option adjustable rate  Year = 2010 
 Month = 11 
 Billion $ = 0.4 
 Type = Subprime  Year = 2010 
 Month = 11 
 Billion $ = 4.8 
 Type = Alt-A  Year = 2010 
 Month = 11 
 Billion $ = 3.8 
 Type = Prime  Year = 2010 
 Month = 11 
 Billion $ = 8 
 Type = Agency  Year = 2010 
 Month = 10 
 Billion $ = 9 
 Type = Option adjustable rate  Year = 2010 
 Month = 10 
 Billion $ = 0.5 
 Type = Subprime  Year = 2010 
 Month = 10 
 Billion $ = 5 
 Type = Alt-A  Year = 2010 
 Month = 10 
 Billion $ = 5 
 Type = Prime  Year = 2010 
 Month = 10 
 Billion $ = 7.7 
 Type = Agency  Year = 2010 
 Month = 9 
 Billion $ = 10 
 Type = Option adjustable rate  Year = 2010 
 Month = 9 
 Billion $ = 0.8 
 Type = Subprime  Year = 2010 
 Month = 9 
 Billion $ = 5.5 
 Type = Alt-A  Year = 2010 
 Month = 9 
 Billion $ = 4.5 
 Type = Prime  Year = 2010 
 Month = 9 
 Billion $ = 7.5 
 Type = Agency  Year = 2010 
 Month = 8 
 Billion $ = 10.5 
 Type = Option adjustable rate  Year = 2010 
 Month = 8 
 Billion $ = 0.8 
 Type = Subprime  Year = 2010 
 Month = 8 
 Billion $ = 5 
 Type = Alt-A  Year = 2010 
 Month = 8 
 Billion $ = 5 
 Type = Prime  Year = 2010 
 Month = 8 
 Billion $ = 9.5 
 Type = Agency  Year = 2010 
 Month = 7 
 Billion $ = 8.5 
 Type = Option adjustable rate  Year = 2010 
 Month = 7 
 Billion $ = 0.5 
 Type = Subprime  Year = 2010 
 Month = 7 
 Billion $ = 6 
 Type = Alt-A  Year = 2010 
 Month = 7 
 Billion $ = 4.5 
 Type = Prime  Year = 2010 
 Month = 7 
 Billion $ = 7.5 
 Type = Agency  Year = 2010 
 Month = 6 
 Billion $ = 9 
 Type = Option adjustable rate  Year = 2010 
 Month = 6 
 Billion $ = 0.5 
 Type = Subprime  Year = 2010 
 Month = 6 
 Billion $ = 6.5 
 Type = Alt-A  Year = 2010 
 Month = 6 
 Billion $ = 5.5 
 Type = Prime  Year = 2010 
 Month = 6 
 Billion $ = 7.5 
 Type = Agency  Year = 2010 
 Month = 5 
 Billion $ = 7.5 
 Type = Option adjustable rate  Year = 2010 
 Month = 5 
 Billion $ = 0.5 
 Type = Subprime  Year = 2010 
 Month = 5 
 Billion $ = 6 
 Type = Alt-A  Year = 2010 
 Month = 5 
 Billion $ = 4 
 Type = Prime  Year = 2010 
 Month = 5 
 Billion $ = 7.5 
 Type = Agency  Year = 2010 
 Month = 4 
 Billion $ = 7 
 Type = Option adjustable rate  Year = 2010 
 Month = 4 
 Billion $ = 0.7 
 Type = Subprime  Year = 2010 
 Month = 4 
 Billion $ = 4 
 Type = Alt-A  Year = 2010 
 Month = 4 
 Billion $ = 4 
 Type = Prime  Year = 2010 
 Month = 4 
 Billion $ = 7 
 Type = Agency  Year = 2010 
 Month = 3 
 Billion $ = 6.5 
 Type = Option adjustable rate  Year = 2010 
 Month = 3 
 Billion $ = 1 
 Type = Subprime  Year = 2010 
 Month = 3 
 Billion $ = 4.5 
 Type = Alt-A  Year = 2010 
 Month = 3 
 Billion $ = 4.5 
 Type = Prime  Year = 2010 
 Month = 3 
 Billion $ = 5.5 
 Type = Agency  Year = 2010 
 Month = 2 
 Billion $ = 4 
 Type = Option adjustable rate  Year = 2010 
 Month = 2 
 Billion $ = 1 
 Type = Subprime  Year = 2010 
 Month = 2 
 Billion $ = 2.6 
 Type = Alt-A  Year = 2010 
 Month = 2 
 Billion $ = 3.8 
 Type = Prime  Year = 2010 
 Month = 2 
 Billion $ = 6 
 Type = Agency  Year = 2010 
 Month = 1 
 Billion $ = 3 
 Type = Option adjustable rate  Year = 2010 
 Month = 1 
 Billion $ = 2 
 Type = Subprime  Year = 2010 
 Month = 1 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2010 
 Month = 1 
 Billion $ = 2.5 
 Type = Prime  Year = 2010 
 Month = 1 
 Billion $ = 5.5 
 Type = Agency  Year = 2011 
 Month = 12 
 Billion $ = 11.8 
 Type = Option adjustable rate  Year = 2011 
 Month = 12 
 Billion $ = 0.7 
 Type = Subprime  Year = 2011 
 Month = 12 
 Billion $ = 7.6 
 Type = Alt-A  Year = 2011 
 Month = 12 
 Billion $ = 2.3 
 Type = Prime  Year = 2011 
 Month = 12 
 Billion $ = 10.2 
 Type = Agency  Year = 2011 
 Month = 11 
 Billion $ = 12.4 
 Type = Option adjustable rate  Year = 2011 
 Month = 11 
 Billion $ = 1.2 
 Type = Subprime  Year = 2011 
 Month = 11 
 Billion $ = 8.5 
 Type = Alt-A  Year = 2011 
 Month = 11 
 Billion $ = 2.8 
 Type = Prime  Year = 2011 
 Month = 11 
 Billion $ = 7.5 
 Type = Agency  Year = 2011 
 Month = 10 
 Billion $ = 13.2 
 Type = Option adjustable rate  Year = 2011 
 Month = 10 
 Billion $ = 1.4 
 Type = Subprime  Year = 2011 
 Month = 10 
 Billion $ = 8 
 Type = Alt-A  Year = 2011 
 Month = 10 
 Billion $ = 2.5 
 Type = Prime  Year = 2011 
 Month = 10 
 Billion $ = 7 
 Type = Agency  Year = 2011 
 Month = 9 
 Billion $ = 13.5 
 Type = Option adjustable rate  Year = 2011 
 Month = 9 
 Billion $ = 1.2 
 Type = Subprime  Year = 2011 
 Month = 9 
 Billion $ = 7.7 
 Type = Alt-A  Year = 2011 
 Month = 9 
 Billion $ = 2.5 
 Type = Prime  Year = 2011 
 Month = 9 
 Billion $ = 8.5 
 Type = Agency  Year = 2011 
 Month = 8 
 Billion $ = 18 
 Type = Option adjustable rate  Year = 2011 
 Month = 8 
 Billion $ = 1.2 
 Type = Subprime  Year = 2011 
 Month = 8 
 Billion $ = 8.5 
 Type = Alt-A  Year = 2011 
 Month = 8 
 Billion $ = 2.5 
 Type = Prime  Year = 2011 
 Month = 8 
 Billion $ = 9.2 
 Type = Agency  Year = 2011 
 Month = 7 
 Billion $ = 15 
 Type = Option adjustable rate  Year = 2011 
 Month = 7 
 Billion $ = 1.2 
 Type = Subprime  Year = 2011 
 Month = 7 
 Billion $ = 7.5 
 Type = Alt-A  Year = 2011 
 Month = 7 
 Billion $ = 2.5 
 Type = Prime  Year = 2011 
 Month = 7 
 Billion $ = 7.4 
 Type = Agency  Year = 2011 
 Month = 6 
 Billion $ = 14.6 
 Type = Option adjustable rate  Year = 2011 
 Month = 6 
 Billion $ = 1 
 Type = Subprime  Year = 2011 
 Month = 6 
 Billion $ = 8.5 
 Type = Alt-A  Year = 2011 
 Month = 6 
 Billion $ = 3.8 
 Type = Prime  Year = 2011 
 Month = 6 
 Billion $ = 6.5 
 Type = Agency  Year = 2011 
 Month = 5 
 Billion $ = 13.8 
 Type = Option adjustable rate  Year = 2011 
 Month = 5 
 Billion $ = 0.8 
 Type = Subprime  Year = 2011 
 Month = 5 
 Billion $ = 8 
 Type = Alt-A  Year = 2011 
 Month = 5 
 Billion $ = 3.8 
 Type = Prime  Year = 2011 
 Month = 5 
 Billion $ = 6 
 Type = Agency  Year = 2011 
 Month = 4 
 Billion $ = 12.5 
 Type = Option adjustable rate  Year = 2011 
 Month = 4 
 Billion $ = 0.8 
 Type = Subprime  Year = 2011 
 Month = 4 
 Billion $ = 7.6 
 Type = Alt-A  Year = 2011 
 Month = 4 
 Billion $ = 4 
 Type = Prime  Year = 2011 
 Month = 4 
 Billion $ = 6 
 Type = Agency  Year = 2011 
 Month = 3 
 Billion $ = 13 
 Type = Option adjustable rate  Year = 2011 
 Month = 3 
 Billion $ = 0.7 
 Type = Subprime  Year = 2011 
 Month = 3 
 Billion $ = 7 
 Type = Alt-A  Year = 2011 
 Month = 3 
 Billion $ = 4 
 Type = Prime  Year = 2011 
 Month = 3 
 Billion $ = 6 
 Type = Agency  Year = 2011 
 Month = 2 
 Billion $ = 10 
 Type = Option adjustable rate  Year = 2011 
 Month = 2 
 Billion $ = 0.5 
 Type = Subprime  Year = 2011 
 Month = 2 
 Billion $ = 5 
 Type = Alt-A  Year = 2011 
 Month = 2 
 Billion $ = 3.5 
 Type = Prime  Year = 2011 
 Month = 2 
 Billion $ = 6 
 Type = Agency  Year = 2011 
 Month = 1 
 Billion $ = 9.5 
 Type = Option adjustable rate  Year = 2011 
 Month = 1 
 Billion $ = 0.4 
 Type = Subprime  Year = 2011 
 Month = 1 
 Billion $ = 4.7 
 Type = Alt-A  Year = 2011 
 Month = 1 
 Billion $ = 3 
 Type = Prime  Year = 2011 
 Month = 1 
 Billion $ = 6.3 
 Type = Agency  Year = 2012 
 Month = 12 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 12 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 12 
 Billion $ = 1.5 
 Type = Alt-A  Year = 2012 
 Month = 12 
 Billion $ = 1.1 
 Type = Prime  Year = 2012 
 Month = 12 
 Billion $ = 1.5 
 Type = Agency  Year = 2012 
 Month = 11 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 11 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 11 
 Billion $ = 1.3 
 Type = Alt-A  Year = 2012 
 Month = 11 
 Billion $ = 0.7 
 Type = Prime  Year = 2012 
 Month = 11 
 Billion $ = 1.4 
 Type = Agency  Year = 2012 
 Month = 10 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 10 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 10 
 Billion $ = 1.2 
 Type = Alt-A  Year = 2012 
 Month = 10 
 Billion $ = 0.8 
 Type = Prime  Year = 2012 
 Month = 10 
 Billion $ = 1.4 
 Type = Agency  Year = 2012 
 Month = 9 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 9 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 9 
 Billion $ = 1.1 
 Type = Alt-A  Year = 2012 
 Month = 9 
 Billion $ = 0.6 
 Type = Prime  Year = 2012 
 Month = 9 
 Billion $ = 1.7 
 Type = Agency  Year = 2012 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 8 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 8 
 Billion $ = 1.1 
 Type = Alt-A  Year = 2012 
 Month = 8 
 Billion $ = 1.1 
 Type = Prime  Year = 2012 
 Month = 8 
 Billion $ = 2.2 
 Type = Agency  Year = 2012 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 7 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 7 
 Billion $ = 1.4 
 Type = Alt-A  Year = 2012 
 Month = 7 
 Billion $ = 1.4 
 Type = Prime  Year = 2012 
 Month = 7 
 Billion $ = 2 
 Type = Agency  Year = 2012 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2012 
 Month = 6 
 Billion $ = 0 
 Type = Subprime  Year = 2012 
 Month = 6 
 Billion $ = 1.2 
 Type = Alt-A  Year = 2012 
 Month = 6 
 Billion $ = 2.1 
 Type = Prime  Year = 2012 
 Month = 6 
 Billion $ = 1.5 
 Type = Agency  Year = 2012 
 Month = 5 
 Billion $ = 2.5 
 Type = Option adjustable rate  Year = 2012 
 Month = 5 
 Billion $ = 0.1 
 Type = Subprime  Year = 2012 
 Month = 5 
 Billion $ = 1.1 
 Type = Alt-A  Year = 2012 
 Month = 5 
 Billion $ = 2 
 Type = Prime  Year = 2012 
 Month = 5 
 Billion $ = 4 
 Type = Agency  Year = 2012 
 Month = 4 
 Billion $ = 2.5 
 Type = Option adjustable rate  Year = 2012 
 Month = 4 
 Billion $ = 0.2 
 Type = Subprime  Year = 2012 
 Month = 4 
 Billion $ = 2.2 
 Type = Alt-A  Year = 2012 
 Month = 4 
 Billion $ = 1.6 
 Type = Prime  Year = 2012 
 Month = 4 
 Billion $ = 6.1 
 Type = Agency  Year = 2012 
 Month = 3 
 Billion $ = 6.5 
 Type = Option adjustable rate  Year = 2012 
 Month = 3 
 Billion $ = 0.3 
 Type = Subprime  Year = 2012 
 Month = 3 
 Billion $ = 3.2 
 Type = Alt-A  Year = 2012 
 Month = 3 
 Billion $ = 1.5 
 Type = Prime  Year = 2012 
 Month = 3 
 Billion $ = 6 
 Type = Agency  Year = 2012 
 Month = 2 
 Billion $ = 7.5 
 Type = Option adjustable rate  Year = 2012 
 Month = 2 
 Billion $ = 0.4 
 Type = Subprime  Year = 2012 
 Month = 2 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2012 
 Month = 2 
 Billion $ = 2.2 
 Type = Prime  Year = 2012 
 Month = 2 
 Billion $ = 6.5 
 Type = Agency  Year = 2012 
 Month = 1 
 Billion $ = 10.3 
 Type = Option adjustable rate  Year = 2012 
 Month = 1 
 Billion $ = 0.4 
 Type = Subprime  Year = 2012 
 Month = 1 
 Billion $ = 4 
 Type = Alt-A  Year = 2012 
 Month = 1 
 Billion $ = 2.5 
 Type = Prime  Year = 2012 
 Month = 1 
 Billion $ = 8.5 
 Type = Agency  Year = 2013 
 Month = 12 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 12 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 12 
 Billion $ = 1.66 
 Type = Alt-A  Year = 2013 
 Month = 12 
 Billion $ = 1.66 
 Type = Prime  Year = 2013 
 Month = 12 
 Billion $ = 1.66 
 Type = Agency  Year = 2013 
 Month = 11 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 11 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 11 
 Billion $ = 1.5 
 Type = Alt-A  Year = 2013 
 Month = 11 
 Billion $ = 1.5 
 Type = Prime  Year = 2013 
 Month = 11 
 Billion $ = 2 
 Type = Agency  Year = 2013 
 Month = 10 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 10 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 10 
 Billion $ = 1.5 
 Type = Alt-A  Year = 2013 
 Month = 10 
 Billion $ = 1.5 
 Type = Prime  Year = 2013 
 Month = 10 
 Billion $ = 2 
 Type = Agency  Year = 2013 
 Month = 9 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 9 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 9 
 Billion $ = 2 
 Type = Alt-A  Year = 2013 
 Month = 9 
 Billion $ = 2.5 
 Type = Prime  Year = 2013 
 Month = 9 
 Billion $ = 3 
 Type = Agency  Year = 2013 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 8 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 8 
 Billion $ = 2.3 
 Type = Alt-A  Year = 2013 
 Month = 8 
 Billion $ = 3.3 
 Type = Prime  Year = 2013 
 Month = 8 
 Billion $ = 2.2 
 Type = Agency  Year = 2013 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 7 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 7 
 Billion $ = 2.1 
 Type = Alt-A  Year = 2013 
 Month = 7 
 Billion $ = 3.3 
 Type = Prime  Year = 2013 
 Month = 7 
 Billion $ = 2.4 
 Type = Agency  Year = 2013 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 6 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 6 
 Billion $ = 2 
 Type = Alt-A  Year = 2013 
 Month = 6 
 Billion $ = 3 
 Type = Prime  Year = 2013 
 Month = 6 
 Billion $ = 2 
 Type = Agency  Year = 2013 
 Month = 5 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 5 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 5 
 Billion $ = 1.5 
 Type = Alt-A  Year = 2013 
 Month = 5 
 Billion $ = 2 
 Type = Prime  Year = 2013 
 Month = 5 
 Billion $ = 2 
 Type = Agency  Year = 2013 
 Month = 4 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 4 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 4 
 Billion $ = 2 
 Type = Alt-A  Year = 2013 
 Month = 4 
 Billion $ = 1 
 Type = Prime  Year = 2013 
 Month = 4 
 Billion $ = 2 
 Type = Agency  Year = 2013 
 Month = 3 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 3 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 3 
 Billion $ = 2.3 
 Type = Alt-A  Year = 2013 
 Month = 3 
 Billion $ = 0.7 
 Type = Prime  Year = 2013 
 Month = 3 
 Billion $ = 1.2 
 Type = Agency  Year = 2013 
 Month = 2 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 2 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 2 
 Billion $ = 1 
 Type = Alt-A  Year = 2013 
 Month = 2 
 Billion $ = 0.7 
 Type = Prime  Year = 2013 
 Month = 2 
 Billion $ = 1 
 Type = Agency  Year = 2013 
 Month = 1 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2013 
 Month = 1 
 Billion $ = 0 
 Type = Subprime  Year = 2013 
 Month = 1 
 Billion $ = 1 
 Type = Alt-A  Year = 2013 
 Month = 1 
 Billion $ = 1 
 Type = Prime  Year = 2013 
 Month = 1 
 Billion $ = 1.5 
 Type = Agency  Year = 2014 
 Month = 12 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 12 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 12 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2014 
 Month = 12 
 Billion $ = 0.7 
 Type = Prime  Year = 2014 
 Month = 12 
 Billion $ = 0.4 
 Type = Agency  Year = 2014 
 Month = 11 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 11 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 11 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2014 
 Month = 11 
 Billion $ = 0.6 
 Type = Prime  Year = 2014 
 Month = 11 
 Billion $ = 0.4 
 Type = Agency  Year = 2014 
 Month = 10 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 10 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 10 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2014 
 Month = 10 
 Billion $ = 0.4 
 Type = Prime  Year = 2014 
 Month = 10 
 Billion $ = 0.4 
 Type = Agency  Year = 2014 
 Month = 9 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 9 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 9 
 Billion $ = 0.1 
 Type = Alt-A  Year = 2014 
 Month = 9 
 Billion $ = 0.3 
 Type = Prime  Year = 2014 
 Month = 9 
 Billion $ = 0.3 
 Type = Agency  Year = 2014 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 8 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 8 
 Billion $ = 0.1 
 Type = Alt-A  Year = 2014 
 Month = 8 
 Billion $ = 0.3 
 Type = Prime  Year = 2014 
 Month = 8 
 Billion $ = 0.3 
 Type = Agency  Year = 2014 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 7 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 7 
 Billion $ = 0.1 
 Type = Alt-A  Year = 2014 
 Month = 7 
 Billion $ = 0.3 
 Type = Prime  Year = 2014 
 Month = 7 
 Billion $ = 0.3 
 Type = Agency  Year = 2014 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 6 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 6 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2014 
 Month = 6 
 Billion $ = 0.4 
 Type = Prime  Year = 2014 
 Month = 6 
 Billion $ = 0.3 
 Type = Agency  Year = 2014 
 Month = 5 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 5 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 5 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2014 
 Month = 5 
 Billion $ = 2 
 Type = Prime  Year = 2014 
 Month = 5 
 Billion $ = 0.8 
 Type = Agency  Year = 2014 
 Month = 4 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 4 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 4 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2014 
 Month = 4 
 Billion $ = 3.3 
 Type = Prime  Year = 2014 
 Month = 4 
 Billion $ = 1.5 
 Type = Agency  Year = 2014 
 Month = 3 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 3 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 3 
 Billion $ = 0.5 
 Type = Alt-A  Year = 2014 
 Month = 3 
 Billion $ = 3 
 Type = Prime  Year = 2014 
 Month = 3 
 Billion $ = 1.5 
 Type = Agency  Year = 2014 
 Month = 2 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 2 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 2 
 Billion $ = 1.2 
 Type = Alt-A  Year = 2014 
 Month = 2 
 Billion $ = 1.5 
 Type = Prime  Year = 2014 
 Month = 2 
 Billion $ = 1.9 
 Type = Agency  Year = 2014 
 Month = 1 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2014 
 Month = 1 
 Billion $ = 0 
 Type = Subprime  Year = 2014 
 Month = 1 
 Billion $ = 1.4 
 Type = Alt-A  Year = 2014 
 Month = 1 
 Billion $ = 1.5 
 Type = Prime  Year = 2014 
 Month = 1 
 Billion $ = 1.66 
 Type = Agency  Year = 2015 
 Month = 12 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 12 
 Billion $ = 0.1 
 Type = Subprime  Year = 2015 
 Month = 12 
 Billion $ = 1.9 
 Type = Alt-A  Year = 2015 
 Month = 12 
 Billion $ = 2.1 
 Type = Prime  Year = 2015 
 Month = 12 
 Billion $ = 0.8 
 Type = Agency  Year = 2015 
 Month = 11 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 11 
 Billion $ = 0.1 
 Type = Subprime  Year = 2015 
 Month = 11 
 Billion $ = 1.7 
 Type = Alt-A  Year = 2015 
 Month = 11 
 Billion $ = 1.9 
 Type = Prime  Year = 2015 
 Month = 11 
 Billion $ = 0.7 
 Type = Agency  Year = 2015 
 Month = 10 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 10 
 Billion $ = 0.1 
 Type = Subprime  Year = 2015 
 Month = 10 
 Billion $ = 1.7 
 Type = Alt-A  Year = 2015 
 Month = 10 
 Billion $ = 1.4 
 Type = Prime  Year = 2015 
 Month = 10 
 Billion $ = 0.8 
 Type = Agency  Year = 2015 
 Month = 9 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 9 
 Billion $ = 0.1 
 Type = Subprime  Year = 2015 
 Month = 9 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2015 
 Month = 9 
 Billion $ = 1.2 
 Type = Prime  Year = 2015 
 Month = 9 
 Billion $ = 1.3 
 Type = Agency  Year = 2015 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 8 
 Billion $ = 0.1 
 Type = Subprime  Year = 2015 
 Month = 8 
 Billion $ = 2.9 
 Type = Alt-A  Year = 2015 
 Month = 8 
 Billion $ = 2.1 
 Type = Prime  Year = 2015 
 Month = 8 
 Billion $ = 0.9 
 Type = Agency  Year = 2015 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 7 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 7 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2015 
 Month = 7 
 Billion $ = 2.5 
 Type = Prime  Year = 2015 
 Month = 7 
 Billion $ = 0.7 
 Type = Agency  Year = 2015 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 6 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 6 
 Billion $ = 2.4 
 Type = Alt-A  Year = 2015 
 Month = 6 
 Billion $ = 2.4 
 Type = Prime  Year = 2015 
 Month = 6 
 Billion $ = 0.5 
 Type = Agency  Year = 2015 
 Month = 5 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 5 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 5 
 Billion $ = 2.1 
 Type = Alt-A  Year = 2015 
 Month = 5 
 Billion $ = 2.2 
 Type = Prime  Year = 2015 
 Month = 5 
 Billion $ = 0.5 
 Type = Agency  Year = 2015 
 Month = 4 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 4 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 4 
 Billion $ = 0.5 
 Type = Alt-A  Year = 2015 
 Month = 4 
 Billion $ = 2.1 
 Type = Prime  Year = 2015 
 Month = 4 
 Billion $ = 0.4 
 Type = Agency  Year = 2015 
 Month = 3 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 3 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 3 
 Billion $ = 0.3 
 Type = Alt-A  Year = 2015 
 Month = 3 
 Billion $ = 1.9 
 Type = Prime  Year = 2015 
 Month = 3 
 Billion $ = 0.3 
 Type = Agency  Year = 2015 
 Month = 2 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 2 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 2 
 Billion $ = 0.3 
 Type = Alt-A  Year = 2015 
 Month = 2 
 Billion $ = 1.3 
 Type = Prime  Year = 2015 
 Month = 2 
 Billion $ = 0.5 
 Type = Agency  Year = 2015 
 Month = 1 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2015 
 Month = 1 
 Billion $ = 0 
 Type = Subprime  Year = 2015 
 Month = 1 
 Billion $ = 0.2 
 Type = Alt-A  Year = 2015 
 Month = 1 
 Billion $ = 0.8 
 Type = Prime  Year = 2015 
 Month = 1 
 Billion $ = 0.4 
 Type = Agency  Year = 2016 
 Month = 12 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 12 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 12 
 Billion $ = 1 
 Type = Alt-A  Year = 2016 
 Month = 12 
 Billion $ = 1.1 
 Type = Prime  Year = 2016 
 Month = 12 
 Billion $ = 1.3 
 Type = Agency  Year = 2016 
 Month = 11 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 11 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 11 
 Billion $ = 1.1 
 Type = Alt-A  Year = 2016 
 Month = 11 
 Billion $ = 1.1 
 Type = Prime  Year = 2016 
 Month = 11 
 Billion $ = 1 
 Type = Agency  Year = 2016 
 Month = 10 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 10 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 10 
 Billion $ = 1.1 
 Type = Alt-A  Year = 2016 
 Month = 10 
 Billion $ = 0.9 
 Type = Prime  Year = 2016 
 Month = 10 
 Billion $ = 1.1 
 Type = Agency  Year = 2016 
 Month = 9 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 9 
 Billion $ = 0.2 
 Type = Subprime  Year = 2016 
 Month = 9 
 Billion $ = 0.8 
 Type = Alt-A  Year = 2016 
 Month = 9 
 Billion $ = 0.9 
 Type = Prime  Year = 2016 
 Month = 9 
 Billion $ = 2 
 Type = Agency  Year = 2016 
 Month = 8 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 8 
 Billion $ = 0.3 
 Type = Subprime  Year = 2016 
 Month = 8 
 Billion $ = 1.2 
 Type = Alt-A  Year = 2016 
 Month = 8 
 Billion $ = 1.2 
 Type = Prime  Year = 2016 
 Month = 8 
 Billion $ = 1.5 
 Type = Agency  Year = 2016 
 Month = 7 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 7 
 Billion $ = 0.4 
 Type = Subprime  Year = 2016 
 Month = 7 
 Billion $ = 1 
 Type = Alt-A  Year = 2016 
 Month = 7 
 Billion $ = 1.3 
 Type = Prime  Year = 2016 
 Month = 7 
 Billion $ = 1.5 
 Type = Agency  Year = 2016 
 Month = 6 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 6 
 Billion $ = 0.3 
 Type = Subprime  Year = 2016 
 Month = 6 
 Billion $ = 2.1 
 Type = Alt-A  Year = 2016 
 Month = 6 
 Billion $ = 0.7 
 Type = Prime  Year = 2016 
 Month = 6 
 Billion $ = 1.4 
 Type = Agency  Year = 2016 
 Month = 5 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 5 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 5 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2016 
 Month = 5 
 Billion $ = 0.7 
 Type = Prime  Year = 2016 
 Month = 5 
 Billion $ = 0.7 
 Type = Agency  Year = 2016 
 Month = 4 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 4 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 4 
 Billion $ = 2 
 Type = Alt-A  Year = 2016 
 Month = 4 
 Billion $ = 0.5 
 Type = Prime  Year = 2016 
 Month = 4 
 Billion $ = 0.9 
 Type = Agency  Year = 2016 
 Month = 3 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 3 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 3 
 Billion $ = 2.3 
 Type = Alt-A  Year = 2016 
 Month = 3 
 Billion $ = 0.4 
 Type = Prime  Year = 2016 
 Month = 3 
 Billion $ = 0.8 
 Type = Agency  Year = 2016 
 Month = 2 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 2 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 2 
 Billion $ = 2.5 
 Type = Alt-A  Year = 2016 
 Month = 2 
 Billion $ = 0.5 
 Type = Prime  Year = 2016 
 Month = 2 
 Billion $ = 0.6 
 Type = Agency  Year = 2016 
 Month = 1 
 Billion $ = 0 
 Type = Option adjustable rate  Year = 2016 
 Month = 1 
 Billion $ = 0.1 
 Type = Subprime  Year = 2016 
 Month = 1 
 Billion $ = 1.6 
 Type = Alt-A  Year = 2016 
 Month = 1 
 Billion $ = 1.7 
 Type = Prime  Year = 2016 
 Month = 1 
 Billion $ = 1.2 
 Type = Agency
The SGPanel Procedure