| loan_id | prin_bal_amt | loan_amt_orig | ltv_ratio_orig | creditbureau_score_orig | prop_state | occupancy_type | product | prop_type | purpose_type | loan_term_orig | year | loan_age | status |
|---------|--------------|---------------|----------------|-------------------------|------------|----------------|---------|-----------|--------------|----------------|------|----------|--------|
| 1       | 124835.0     | 167660.0      | 0.94           | 669                     | NC         | 1              | frm     | 1         | 1            | 360            | 2005 | 163      | 1      |
| 2       | 40125.0      | 48545.0       | 0.94           | 623                     | AL         | 1              | frm     | 1         | 1            | 360            | 2007 | 132      | 1      |
| 3       | 98892.0      | 139105.0      | 0.99           | 661                     | PA         | 1              | frm     | 1         | 2            | 240            | 2006 | 155      | 1      |
| 4       | 255030.0     | 287889.0      | 0.92           | 692                     | FL         | 2              | arm     | 4         | 4            | 360            | 2006 | 155      | 1      |
| 5       | 20369.0      | 32576.0       | 0.94           | 645                     | TX         | 1              | frm     | 1         | 1            | 360            | 2006 | 150      | 1      |
| 6       | 109354.0     | 142363.0      | 0.86           | 801                     | WI         | 1              | frm     | 1         | 2            | 240            | 2012 | 75       | 1      |
| 7       | 114939.0     | 154665.0      | 0.99           | 689                     | TX         | 1              | frm     | 1         | 1            | 360            | 2010 | 97       | 1      |
| 8       | 363705.0     | 369656.0      | 0.94           | 715                     | CA         | 1              | frm     | 1         | 1            | 360            | 2016 | 26       | 1      |
| 9       | 117083.0     | 125504.0      | 0.88           | 726                     | OH         | 1              | frm     | 1         | 2            | 240            | 2011 | 87       | 1      |
| 10      | 432637.0     | 502363.0      | 0.96           | 725                     | CA         | 1              | frm     | 1         | 1            | 360            | 2013 | 61       | 1      |
| 11      | 334882.0     | 391753.0      | 0.84           | 806                     | MO         | 1              | frm     | 1         | 1            | 192            | 2013 | 66       | 1      |
| 12      | 135602.0     | 142354.0      | 0.95           | 705                     | OH         | 1              | frm     | 1         | 1            | 360            | 2018 | 11       | 1      |
| 13      | 454997.0     | 544525.0      | 0.89           | 701                     | OH         | 1              | frm     | 1         | 2            | 180            | 2012 | 74       | 1      |
| 14      | 117689.0     | 139421.0      | 0.91           | 657                     | WI         | 1              | frm     | 2         | 1            | 360            | 2010 | 105      | 1      |
| 15      | 232064.0     | 459758.0      | 0.97           | 657                     | CA         | 1              | frm     | 1         | 1            | 480            | 2010 | 106      | 1      |
| 16      | 388871.0     | 408044.0      | 0.83           | 737                     | FL         | 1              | arm     | 1         | 1            | 360            | 2016 | 35       | 1      |
| 17      | 56495.0      | 61648.0       | 0.98           | 654                     | IL         | 1              | frm     | 1         | 1            | 360            | 2014 | 54       | 1      |
| 18      | 628679.0     | 644312.0      | 0.86           | 795                     | CA         | 1              | frm     | 1         | 1            | 360            | 2017 | 20       | 1      |
| 19      | 65882.0      | 75384.0       | 0.95           | 643                     | LA         | 1              | frm     | 1         | 1            | 360            | 2012 | 77       | 1      |
| 20      | 119749.0     | 161085.0      | 0.89           | 687                     | FL         | 1              | frm     | 1         | 2            | 360            | 2003 | 187      | 1      |
| 21      | 60187.0      | 91419.0       | 0.97           | 619                     | TX         | 1              | frm     | 1         | 1            | 360            | 2002 | 200      | 1      |
| 22      | 382874.0     | 478891.0      | 0.86           | 613                     | NJ         | 1              | arm     | 1         | 3            | 360            | 2006 | 151      | 1      |
| 23      | 84824.0      | 92516.0       | 0.91           | 780                     | CO         | 1              | frm     | 1         | 2            | 180            | 2016 | 30       | 1      |
| 24      | 217715.0     | 224286.0      | 0.94           | 735                     | IL         | 1              | frm     | 1         | 1            | 360            | 2016 | 26       | 1      |
| 25      | 504156.0     | 519994.0      | 1.0            | 798                     | GA         | 1              | arm     | 1         | 1            | 360            | 2013 | 60       | 1      |
| 26      | 298713.0     | 1339512.0     | 0.81           | 792                     | CA         | 2              | arm     | 1         | 2            | 300            | 2015 | 40       | 1      |
| 27      | 345163.0     | 367117.0      | 0.9            | 759                     | MD         | 1              | frm     | 1         | 1            | 360            | 2012 | 74       | 1      |
| 28      | 290150.0     | 317164.0      | 0.99           | 666                     | DC         | 1              | frm     | 2         | 1            | 480            | 2012 | 79       | 1      |
| 29      | 89253.0      | 110066.0      | 1.01           | 677                     | IA         | 1              | arm     | 1         | 3            | 360            | 2008 | 129      | 1      |
| 30      | 234734.0     | 369458.0      | 1.01           | 671                     | SC         | 1              | arm     | 2         | 2            | 360            | 2004 | 170      | 1      |
| 31      | 55742.0      | 71215.0       | 0.9            | 608                     | SC         | 1              | frm     | 1         | 1            | 360            | 2009 | 110      | 1      |
| 32      | 72354.0      | 100608.0      | 0.9            | 714                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2007 | 141      | 1      |
| 33      | 140251.0     | 161708.0      | 0.94           | 781                     | NC         | 1              | frm     | 1         | 1            | 360            | 2015 | 45       | 1      |
| 34      | 710764.0     | 714344.0      | 0.9            | 725                     | CA         | 1              | frm     | 2         | 1            | 360            | 2017 | 15       | 1      |
| 35      | 64108.0      | 83804.0       | 0.96           | 634                     | TN         | 1              | frm     | 1         | 1            | 360            | 2004 | 170      | 1      |
| 36      | 312059.0     | 319272.0      | 0.92           | 723                     | TX         | 1              | arm     | 1         | 1            | 360            | 2018 | 6        | 1      |
| 37      | 494882.0     | 552996.0      | 0.92           | 750                     | MD         | 1              | frm     | 1         | 1            | 360            | 2015 | 46       | 1      |
| 38      | 33322.0      | 54960.0       | 0.87           | 676                     | PA         | 1              | frm     | 1         | 1            | 360            | 2004 | 171      | 1      |
| 39      | 67782.0      | 91311.0       | 1.02           | 639                     | PA         | 1              | frm     | 1         | 1            | 360            | 2002 | 196      | 1      |
| 40      | 78351.0      | 178629.0      | 0.87           | 808                     | TX         | 1              | frm     | 1         | 2            | 180            | 2007 | 135      | 1      |
| 41      | 89038.0      | 100848.0      | 0.9            | 765                     | OH         | 1              | frm     | 1         | 2            | 360            | 2014 | 57       | 1      |
| 42      | 146528.0     | 237962.0      | 0.86           | 759                     | MI         | 1              | frm     | 1         | 3            | 360            | 2008 | 126      | 1      |
| 43      | 54345.0      | 56319.0       | 0.88           | 696                     | IN         | 1              | frm     | 1         | 4            | 180            | 2014 | 59       | 1      |
| 44      | 161281.0     | 186264.0      | 0.99           | 661                     | PA         | 1              | frm     | 1         | 1            | 360            | 2009 | 109      | 1      |
| 45      | 40891.0      | 50100.0       | 0.93           | 657                     | AR         | 1              | frm     | 1         | 3            | 360            | 2011 | 90       | 1      |
| 46      | 33625.0      | 61303.0       | 0.88           | 661                     | OH         | 1              | frm     | 1         | 2            | 240            | 2007 | 134      | 1      |
| 47      | 380135.0     | 408371.0      | 0.88           | 755                     | CA         | 1              | frm     | 1         | 1            | 360            | 2013 | 67       | 1      |
| 48      | 99585.0      | 153351.0      | 0.96           | 652                     | TX         | 1              | frm     | 1         | 1            | 360            | 2002 | 194      | 1      |
| 49      | 186067.0     | 256963.0      | 0.89           | 733                     | CA         | 1              | arm     | 2         | 3            | 360            | 2010 | 106      | 1      |
| 50      | 63843.0      | 88070.0       | 0.87           | 735                     | WA         | 1              | frm     | 1         | 2            | 360            | 2007 | 138      | 1      |
| 51      | 26014.0      | 37533.0       | 0.88           | 691                     | FL         | 1              | frm     | 4         | 4            | 360            | 2001 | 206      | 1      |
| 52      | 149911.0     | 168338.0      | 0.97           | 698                     | SC         | 1              | frm     | 1         | 1            | 360            | 2010 | 106      | 1      |
| 53      | 117996.0     | 124831.0      | 0.97           | 695                     | PA         | 1              | frm     | 1         | 1            | 360            | 2017 | 12       | 1      |
| 54      | 354818.0     | 436135.0      | 0.96           | 644                     | GA         | 1              | frm     | 1         | 2            | 180            | 2009 | 112      | 1      |
| 55      | 498168.0     | 698609.0      | 0.88           | 773                     | UT         | 1              | frm     | 1         | 1            | 180            | 2015 | 37       | 1      |
| 56      | 22654.0      | 47245.0       | 0.99           | 747                     | WV         | 1              | frm     | 1         | 2            | 240            | 2004 | 169      | 1      |
| 57      | 119303.0     | 175047.0      | 0.86           | 676                     | AR         | 1              | frm     | 1         | 2            | 84             | 2017 | 14       | 1      |
| 58      | 191901.0     | 223986.0      | 0.9            | 682                     | NC         | 1              | frm     | 1         | 2            | 360            | 2005 | 167      | 1      |
| 59      | 39152.0      | 62677.0       | 0.95           | 712                     | WV         | 1              | arm     | 1         | 1            | 360            | 2004 | 175      | 1      |
| 60      | 219488.0     | 238430.0      | 0.87           | 806                     | PA         | 1              | arm     | 1         | 2            | 300            | 2017 | 14       | 1      |
| 61      | 162213.0     | 210034.0      | 0.94           | 662                     | IL         | 1              | arm     | 1         | 3            | 360            | 2004 | 169      | 1      |
| 62      | 100891.0     | 147011.0      | 0.96           | 700                     | OH         | 1              | frm     | 1         | 2            | 360            | 2004 | 174      | 1      |
| 63      | 206846.0     | 218835.0      | 0.88           | 720                     | TX         | 1              | frm     | 1         | 1            | 360            | 2010 | 96       | 1      |
| 64      | 30652.0      | 44881.0       | 0.83           | 769                     | IN         | 1              | frm     | 1         | 2            | 120            | 2016 | 31       | 1      |
| 65      | 181295.0     | 192028.0      | 0.99           | 708                     | TN         | 1              | frm     | 1         | 1            | 360            | 2013 | 67       | 1      |
| 66      | 91580.0      | 115781.0      | 0.88           | 749                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2011 | 84       | 1      |
| 67      | 1071704.0    | 1124292.0     | 1.01           | 800                     | NC         | 1              | frm     | 1         | 1            | 360            | 2018 | 8        | 1      |
| 68      | 1014413.0    | 1037049.0     | 0.84           | 705                     | TX         | 1              | frm     | 1         | 1            | 360            | 2014 | 50       | 1      |
| 69      | 749613.0     | 757186.0      | 0.86           | 825                     | IL         | 1              | frm     | 1         | 1            | 360            | 2016 | 26       | 1      |
| 70      | 519630.0     | 531028.0      | 0.88           | 758                     | MN         | 2              | frm     | 1         | 1            | 360            | 2014 | 59       | 1      |
| 71      | 369911.0     | 404055.0      | 0.91           | 735                     | GA         | 1              | frm     | 1         | 1            | 360            | 2010 | 100      | 1      |
| 72      | 483937.0     | 488695.0      | 0.93           | 693                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 54       | 1      |
| 73      | 191275.0     | 194509.0      | 0.96           | 817                     | MA         | 1              | frm     | 1         | 1            | 360            | 2018 | 4        | 1      |
| 74      | 98943.0      | 108941.0      | 0.94           | 687                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2015 | 47       | 1      |
| 75      | 342843.0     | 365464.0      | 0.97           | 738                     | OH         | 1              | frm     | 2         | 1            | 360            | 2012 | 72       | 1      |
| 76      | 50416.0      | 63150.0       | 0.94           | 647                     | MN         | 1              | frm     | 1         | 1            | 360            | 2008 | 125      | 1      |
| 77      | 158282.0     | 51699.0       | 0.9            | 609                     | CA         | 1              | arm     | 1         | 3            | 360            | 2005 | 157      | 1      |
| 78      | 43594.0      | 61432.0       | 0.8            | 713                     | NC         | 1              | frm     | 1         | 2            | 360            | 2005 | 156      | 1      |
| 79      | 233092.0     | 259416.0      | 0.98           | 629                     | FL         | 1              | frm     | 1         | 4            | 360            | 2014 | 54       | 1      |
| 80      | 155088.0     | 220050.0      | 0.91           | 611                     | TX         | 1              | frm     | 1         | 1            | 360            | 2003 | 182      | 1      |
| 81      | 150493.0     | 182343.0      | 0.91           | 661                     | OH         | 1              | frm     | 1         | 2            | 252            | 2014 | 49       | 1      |
| 82      | 17799.0      | 68700.0       | 0.9            | 747                     | PA         | 1              | frm     | 1         | 4            | 180            | 2006 | 154      | 1      |
| 83      | 85420.0      | 98620.0       | 0.94           | 714                     | AR         | 1              | frm     | 1         | 1            | 360            | 2016 | 31       | 1      |
| 84      | 639015.0     | 650893.0      | 0.87           | 779                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2017 | 21       | 1      |
| 85      | 371844.0     | 380668.0      | 0.94           | 766                     | TN         | 1              | frm     | 1         | 1            | 360            | 2016 | 33       | 1      |
| 86      | 143538.0     | 154185.0      | 0.92           | 743                     | FL         | 1              | frm     | 1         | 1            | 360            | 2011 | 91       | 1      |
| 87      | 150396.0     | 178901.0      | 0.95           | 669                     | DE         | 1              | frm     | 1         | 2            | 360            | 2009 | 115      | 1      |
| 88      | 91919.0      | 150047.0      | 0.85           | 638                     | FL         | 1              | frm     | 1         | 2            | 360            | 2003 | 184      | 1      |
| 89      | 206732.0     | 257802.0      | 0.92           | 736                     | GA         | 3              | frm     | 1         | 2            | 360            | 2008 | 123      | 1      |
| 90      | 637484.0     | 657538.0      | 0.96           | 753                     | IL         | 1              | arm     | 1         | 1            | 360            | 2011 | 87       | 1      |
| 91      | 102340.0     | 140153.0      | 0.88           | 698                     | PA         | 3              | frm     | 1         | 1            | 360            | 2005 | 165      | 1      |
| 92      | 49303.0      | 56017.0       | 0.87           | 615                     | IN         | 1              | frm     | 1         | 2            | 180            | 2005 | 160      | 1      |
| 93      | 79870.0      | 92040.0       | 0.9            | 770                     | AL         | 1              | frm     | 1         | 2            | 180            | 2015 | 43       | 1      |
| 94      | 113319.0     | 132987.0      | 0.89           | 704                     | MO         | 1              | frm     | 4         | 2            | 180            | 2016 | 35       | 1      |
| 95      | 144695.0     | 167020.0      | 0.94           | 717                     | AL         | 1              | frm     | 1         | 1            | 180            | 2015 | 37       | 1      |
| 96      | 232942.0     | 296091.0      | 0.87           | 705                     | KS         | 1              | frm     | 2         | 2            | 360            | 2009 | 108      | 1      |
| 97      | 70881.0      | 73578.0       | 0.88           | 725                     | NC         | 1              | frm     | 1         | 2            | 360            | 2013 | 62       | 1      |
| 98      | 64174.0      | 97069.0       | 0.93           | 690                     | NY         | 1              | frm     | 1         | 1            | 360            | 2007 | 134      | 1      |
| 99      | 248236.0     | 271320.0      | 0.97           | 714                     | PA         | 1              | arm     | 1         | 2            | 360            | 2008 | 128      | 1      |
| 100     | 639907.0     | 659279.0      | 0.91           | 738                     | IN         | 1              | frm     | 1         | 1            | 360            | 2016 | 29       | 1      |
| 101     | 429172.0     | 453518.0      | 0.92           | 819                     | MD         | 1              | frm     | 2         | 1            | 360            | 2014 | 52       | 1      |
| 102     | 226625.0     | 379331.0      | 0.98           | 791                     | FL         | 1              | arm     | 1         | 1            | 360            | 2007 | 136      | 1      |
| 103     | 57567.0      | 110854.0      | 0.85           | 786                     | MI         | 1              | arm     | 2         | 1            | 360            | 2005 | 157      | 1      |
| 104     | 71096.0      | 106196.0      | 0.82           | 755                     | IL         | 1              | frm     | 4         | 3            | 240            | 2008 | 127      | 1      |
| 105     | 58028.0      | 177050.0      | 0.95           | 692                     | FL         | 1              | frm     | 2         | 1            | 360            | 2010 | 106      | 1      |
| 106     | 211970.0     | 270473.0      | 0.89           | 648                     | TN         | 1              | arm     | 1         | 1            | 360            | 2004 | 175      | 1      |
| 107     | 101105.0     | 109490.0      | 0.95           | 703                     | GA         | 1              | arm     | 1         | 1            | 360            | 2017 | 15       | 1      |
| 108     | 159978.0     | 265855.0      | 0.94           | 746                     | MN         | 1              | frm     | 1         | 2            | 180            | 2010 | 97       | 1      |
| 109     | 85160.0      | 111851.0      | 0.95           | 655                     | TX         | 1              | frm     | 1         | 1            | 360            | 2007 | 134      | 1      |
| 110     | 315330.0     | 318430.0      | 0.99           | 792                     | FL         | 1              | arm     | 1         | 1            | 360            | 2018 | 7        | 1      |
| 111     | 119558.0     | 165585.0      | 0.97           | 655                     | OH         | 1              | frm     | 1         | 1            | 360            | 2010 | 98       | 1      |
| 112     | 160193.0     | 233713.0      | 0.88           | 768                     | FL         | 1              | arm     | 1         | 1            | 360            | 2005 | 156      | 1      |
| 113     | 61745.0      | 99389.0       | 0.88           | 654                     | CA         | 1              | arm     | 2         | 1            | 480            | 1999 | 239      | 1      |
| 114     | 135510.0     | 157968.0      | 0.94           | 792                     | CO         | 1              | frm     | 1         | 1            | 360            | 2007 | 140      | 1      |
| 115     | 604278.0     | 620452.0      | 0.93           | 811                     | CA         | 1              | frm     | 1         | 1            | 360            | 2016 | 27       | 1      |
| 116     | 61464.0      | 82469.0       | 0.98           | 622                     | OH         | 1              | frm     | 2         | 1            | 360            | 2005 | 159      | 1      |
| 117     | 192280.0     | 289206.0      | 0.96           | 724                     | MD         | 1              | frm     | 1         | 3            | 480            | 2005 | 158      | 1      |
| 118     | 174406.0     | 209995.0      | 0.95           | 762                     | CA         | 1              | frm     | 1         | 2            | 360            | 2011 | 93       | 1      |
| 119     | 185527.0     | 234092.0      | 0.97           | 693                     | GA         | 1              | arm     | 1         | 3            | 360            | 2003 | 188      | 1      |
| 120     | 116754.0     | 159996.0      | 0.83           | 789                     | SC         | 1              | arm     | 1         | 1            | 360            | 2006 | 155      | 1      |
| 121     | 24250.0      | 43360.0       | 0.91           | 642                     | PA         | 1              | frm     | 1         | 3            | 360            | 2003 | 183      | 1      |
| 122     | 51975.0      | 84180.0       | 0.95           | 660                     | GA         | 1              | frm     | 1         | 1            | 360            | 2002 | 192      | 1      |
| 123     | 295701.0     | 507560.0      | 0.89           | 688                     | MS         | 1              | arm     | 1         | 1            | 360            | 2004 | 169      | 1      |
| 124     | 147964.0     | 171058.0      | 0.89           | 720                     | NY         | 1              | arm     | 1         | 1            | 360            | 2012 | 72       | 1      |
| 125     | 339690.0     | 347477.0      | 0.82           | 829                     | TX         | 1              | frm     | 1         | 1            | 360            | 2016 | 25       | 1      |
| 126     | 393729.0     | 412504.0      | 0.92           | 779                     | OH         | 1              | frm     | 1         | 1            | 360            | 2014 | 58       | 1      |
| 127     | 52429.0      | 57401.0       | 0.91           | 744                     | KY         | 1              | frm     | 1         | 2            | 240            | 2011 | 85       | 1      |
| 128     | 239204.0     | 241539.0      | 0.92           | 679                     | NJ         | 1              | frm     | 2         | 1            | 360            | 2018 | 2        | 1      |
| 129     | 61014.0      | 75860.0       | 0.89           | 783                     | NC         | 3              | frm     | 2         | 1            | 360            | 2008 | 131      | 1      |
| 130     | 86628.0      | 92574.0       | 0.89           | 743                     | SC         | 1              | frm     | 1         | 1            | 312            | 2011 | 85       | 1      |
| 131     | 90496.0      | 152203.0      | 0.82           | 666                     | TX         | 1              | arm     | 1         | 1            | 360            | 2000 | 224      | 1      |
| 132     | 90987.0      | 104040.0      | 0.85           | 775                     | ME         | 1              | frm     | 1         | 2            | 240            | 2014 | 57       | 1      |
| 133     | 191707.0     | 208790.0      | 0.99           | 814                     | AL         | 1              | frm     | 1         | 1            | 309            | 2016 | 34       | 1      |
| 134     | 47123.0      | 79451.0       | 0.86           | 669                     | TX         | 1              | frm     | 1         | 1            | 360            | 2006 | 154      | 1      |
| 135     | 71268.0      | 88929.0       | 0.96           | 663                     | MI         | 1              | arm     | 1         | 1            | 360            | 2010 | 97       | 1      |
| 136     | 29452.0      | 63799.0       | 0.95           | 656                     | KY         | 1              | frm     | 1         | 1            | 360            | 2000 | 219      | 1      |
| 137     | 277036.0     | 295689.0      | 0.97           | 691                     | SC         | 1              | frm     | 1         | 1            | 360            | 2017 | 19       | 1      |
| 138     | 73268.0      | 93249.0       | 0.95           | 659                     | AL         | 1              | frm     | 1         | 3            | 360            | 2008 | 122      | 1      |
| 139     | 63829.0      | 135451.0      | 0.91           | 658                     | GA         | 1              | arm     | 1         | 2            | 360            | 2002 | 195      | 1      |
| 140     | 361531.0     | 508484.0      | 0.98           | 722                     | NJ         | 1              | frm     | 2         | 2            | 180            | 2012 | 74       | 1      |
| 141     | 32785.0      | 33681.0       | 0.96           | 737                     | OH         | 1              | frm     | 1         | 1            | 360            | 2016 | 26       | 1      |
| 142     | 46202.0      | 194692.0      | 0.87           | 697                     | MD         | 3              | frm     | 1         | 2            | 120            | 2011 | 93       | 1      |
| 143     | 63416.0      | 90564.0       | 0.96           | 712                     | NC         | 1              | frm     | 1         | 1            | 360            | 2008 | 131      | 1      |
| 144     | 272733.0     | 307975.0      | 0.98           | 664                     | FL         | 1              | frm     | 1         | 1            | 360            | 2007 | 135      | 1      |
| 145     | 79903.0      | 93982.0       | 0.95           | 759                     | VA         | U              | frm     | 1         | 1            | 361            | 2003 | 188      | 1      |
| 146     | 11688.0      | 38676.0       | 0.89           | 664                     | AL         | 1              | frm     | 1         | 3            | 180            | 2006 | 150      | 1      |
| 147     | 42400.0      | 62709.0       | 0.86           | 804                     | OH         | 1              | frm     | 1         | 4            | 180            | 2012 | 75       | 1      |
| 148     | 113818.0     | 138574.0      | 0.9            | 771                     | NV         | 1              | frm     | 1         | 2            | 180            | 2017 | 14       | 1      |
| 149     | 185063.0     | 227983.0      | 0.9            | 679                     | GA         | 1              | arm     | 1         | 1            | 360            | 2010 | 101      | 1      |
| 150     | 72051.0      | 107086.0      | 0.91           | 725                     | VT         | 1              | frm     | 1         | 2            | 240            | 2005 | 160      | 1      |
| 151     | 110874.0     | 120442.0      | 0.95           | 738                     | PA         | 1              | frm     | 1         | 1            | 360            | 2016 | 32       | 1      |
| 152     | 83647.0      | 267475.0      | 0.9            | 818                     | VA         | 1              | arm     | 1         | 1            | 360            | 2003 | 185      | 1      |
| 153     | 129240.0     | 195795.0      | 0.82           | 773                     | OH         | 1              | frm     | 1         | 2            | 180            | 2013 | 65       | 1      |
| 154     | 36795.0      | 71174.0       | 0.98           | 642                     | DE         | 1              | frm     | 1         | 2            | 240            | 2003 | 181      | 1      |
| 155     | 440241.0     | 463679.0      | 0.88           | 724                     | CA         | 1              | frm     | 1         | 3            | 360            | 2009 | 108      | 1      |
| 156     | 111138.0     | 123180.0      | 0.98           | 710                     | NV         | 1              | frm     | 1         | 1            | 360            | 2012 | 82       | 1      |
| 157     | 39817.0      | 72122.0       | 0.95           | 658                     | FL         | 1              | frm     | 1         | 1            | 360            | 1998 | 241      | 1      |
| 158     | 50209.0      | 51174.0       | 0.88           | 676                     | PA         | 1              | frm     | 1         | 2            | 360            | 2014 | 51       | 1      |
| 159     | 78132.0      | 91528.0       | 0.94           | 664                     | NY         | 1              | frm     | 1         | 1            | 360            | 2011 | 91       | 1      |
| 160     | 116842.0     | 153153.0      | 0.87           | 634                     | NC         | 1              | frm     | 1         | 1            | 380            | 2004 | 179      | 1      |
| 161     | 250684.0     | 296205.0      | 1.0            | 665                     | NC         | 1              | frm     | 1         | 1            | 360            | 2010 | 101      | 1      |
| 162     | 659368.0     | 684802.0      | 0.89           | 736                     | AZ         | 1              | arm     | 1         | 1            | 360            | 2014 | 50       | 1      |
| 163     | 60432.0      | 78488.0       | 0.94           | 715                     | OH         | 1              | frm     | 1         | 1            | 360            | 2004 | 173      | 1      |
| 164     | 54812.0      | 99824.0       | 0.96           | 724                     | MI         | 1              | frm     | 1         | 2            | 360            | 2005 | 167      | 1      |
| 165     | 4408.0       | 63466.0       | 0.9            | 693                     | NE         | U              | frm     | 4         | 4            | 360            | 2013 | 63       | 1      |
| 166     | 184639.0     | 196434.0      | 0.95           | 762                     | UT         | 1              | frm     | 1         | 1            | 360            | 2014 | 51       | 1      |
| 167     | 323422.0     | 341859.0      | 0.86           | 797                     | KY         | 1              | frm     | 1         | 1            | 360            | 2012 | 75       | 1      |
| 168     | 134876.0     | 173241.0      | 0.99           | 719                     | MD         | 1              | frm     | 1         | 1            | 360            | 2008 | 127      | 1      |
| 169     | 106050.0     | 202246.0      | 0.94           | 644                     | CT         | 1              | arm     | 1         | 1            | 360            | 2002 | 198      | 1      |
| 170     | 239084.0     | 249996.0      | 0.91           | 785                     | GA         | 1              | frm     | 1         | 1            | 360            | 2017 | 20       | 1      |
| 171     | 36468.0      | 145218.0      | 0.89           | 802                     | LA         | 1              | frm     | 1         | 2            | 240            | 2000 | 227      | 1      |
| 172     | 169203.0     | 185877.0      | 0.84           | 622                     | OR         | 1              | arm     | 1         | 3            | 480            | 2007 | 135      | 1      |
| 173     | 38848.0      | 51395.0       | 0.94           | 729                     | TX         | 1              | frm     | 1         | 1            | 360            | 2010 | 98       | 1      |
| 174     | 139529.0     | 173942.0      | 0.88           | 720                     | GA         | 1              | frm     | 4         | 2            | 360            | 2008 | 127      | 1      |
| 175     | 56402.0      | 109435.0      | 0.94           | 635                     | TX         | 1              | frm     | 1         | 1            | 360            | 2001 | 213      | 1      |
| 176     | 407743.0     | 442255.0      | 0.9            | 771                     | MA         | 1              | frm     | 1         | 2            | 360            | 2016 | 26       | 1      |
| 177     | 158985.0     | 178758.0      | 0.9            | 765                     | IN         | 1              | arm     | 1         | 1            | 360            | 2012 | 74       | 1      |
| 178     | 36796.0      | 242185.0      | 0.94           | 682                     | IL         | 1              | frm     | 1         | 3            | 180            | 2005 | 163      | 1      |
| 179     | 62941.0      | 89461.0       | 0.94           | 666                     | OH         | 1              | frm     | 1         | 1            | 360            | 2005 | 165      | 1      |
| 180     | 53636.0      | 105587.0      | 1.0            | 688                     | IL         | 1              | frm     | 1         | 3            | 240            | 2006 | 146      | 1      |
| 181     | 429539.0     | 466195.0      | 0.97           | 761                     | NC         | 1              | frm     | 1         | 1            | 360            | 2014 | 52       | 1      |
| 182     | 158774.0     | 211555.0      | 0.9            | 797                     | OH         | 1              | frm     | 1         | 2            | 241            | 2006 | 144      | 1      |
| 183     | 15246.0      | 22622.0       | 0.89           | 679                     | NY         | 1              | frm     | 1         | 2            | 180            | 2013 | 65       | 1      |
| 184     | 86442.0      | 200250.0      | 0.97           | 703                     | PA         | 1              | frm     | 1         | 2            | 240            | 2004 | 179      | 1      |
| 185     | 97085.0      | 144783.0      | 0.93           | 659                     | GA         | 1              | frm     | 1         | 1            | 360            | 2002 | 199      | 1      |
| 186     | 113422.0     | 115744.0      | 0.93           | 700                     | IL         | 1              | frm     | 1         | 1            | 360            | 2017 | 21       | 1      |
| 187     | 439466.0     | 446926.0      | 0.9            | 813                     | TN         | 1              | frm     | 1         | 1            | 360            | 2018 | 6        | 1      |
| 188     | 39212.0      | 63496.0       | 0.99           | 718                     | IN         | 1              | frm     | 1         | 2            | 240            | 2006 | 149      | 1      |
| 189     | 246882.0     | 419223.0      | 0.95           | 811                     | VA         | 1              | frm     | 1         | 1            | 120            | 2015 | 39       | 1      |
| 190     | 66551.0      | 73327.0       | 0.85           | 661                     | OH         | 1              | frm     | 1         | 2            | 360            | 2008 | 129      | 1      |
| 191     | 317929.0     | 352699.0      | 0.96           | 767                     | MO         | 1              | frm     | 1         | 2            | 180            | 2009 | 108      | 1      |
| 192     | 18658.0      | 34522.0       | 0.92           | 676                     | PA         | 1              | frm     | 1         | 2            | 360            | 2004 | 177      | 1      |
| 193     | 110196.0     | 117727.0      | 0.89           | 721                     | FL         | 1              | frm     | 1         | 3            | 360            | 2009 | 108      | 1      |
| 194     | 31443.0      | 84661.0       | 0.94           | 645                     | LA         | 1              | frm     | 1         | 3            | 180            | 2006 | 145      | 1      |
| 195     | 168567.0     | 227169.0      | 0.97           | 651                     | AL         | 1              | frm     | 1         | 3            | 240            | 2010 | 103      | 1      |
| 196     | 142772.0     | 173014.0      | 0.91           | 688                     | AZ         | 2              | frm     | 1         | 2            | 360            | 2012 | 78       | 1      |
| 197     | 86035.0      | 149171.0      | 0.84           | 756                     | OH         | 1              | frm     | 1         | 2            | 180            | 2008 | 122      | 1      |
| 198     | 188053.0     | 323440.0      | 0.97           | 766                     | PA         | 1              | frm     | 1         | 1            | 180            | 2009 | 117      | 1      |
| 199     | 64662.0      | 176430.0      | 0.99           | 690                     | FL         | 1              | arm     | 1         | 3            | 360            | 2006 | 147      | 1      |
| 200     | 631136.0     | 672500.0      | 0.9            | 651                     | WA         | 1              | frm     | 1         | 1            | 360            | 2017 | 20       | 1      |