| 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       | 167660        | 0.94           | 669                     | NC         | 1              | frm     | 1         | 1            | 360            | 2006 | 163      | 1      |
| 2       | 40125        | 48545         | 0.94           | 623                     | AL         | 1              | frm     | 1         | 1            | 360            | 2008 | 132      | 1      |
| 3       | 98892        | 139105        | 0.99           | 661                     | PA         | 1              | frm     | 1         | 2            | 240            | 2007 | 155      | 1      |
| 4       | 255030       | 287889        | 0.92           | 692                     | FL         | 2              | arm     | 4         | 4            | 360            | 2007 | 155      | 1      |
| 5       | 20369        | 32576         | 0.94           | 645                     | TX         | 1              | frm     | 1         | 1            | 360            | 2007 | 150      | 1      |
| 6       | 109354       | 142363        | 0.86           | 801                     | WI         | 1              | frm     | 1         | 2            | 240            | 2013 | 75       | 1      |
| 7       | 114939       | 154665        | 0.99           | 689                     | TX         | 1              | frm     | 1         | 1            | 360            | 2011 | 97       | 1      |
| 8       | 363705       | 369656        | 0.94           | 715                     | CA         | 1              | frm     | 1         | 1            | 360            | 2017 | 26       | 1      |
| 9       | 117083       | 125504        | 0.88           | 726                     | OH         | 1              | frm     | 1         | 2            | 240            | 2012 | 87       | 1      |
| 10      | 432637       | 502363        | 0.96           | 725                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 61       | 1      |
| 11      | 334882       | 391753        | 0.84           | 806                     | MO         | 1              | frm     | 1         | 1            | 192            | 2014 | 66       | 1      |
| 12      | 135602       | 142354        | 0.95           | 705                     | OH         | 1              | frm     | 1         | 1            | 360            | 2019 | 11       | 1      |
| 13      | 454997       | 544525        | 0.89           | 701                     | OH         | 1              | frm     | 1         | 2            | 180            | 2013 | 74       | 1      |
| 14      | 117689       | 139421        | 0.91           | 657                     | WI         | 1              | frm     | 2         | 1            | 360            | 2011 | 105      | 1      |
| 15      | 232064       | 459758        | 0.97           | 657                     | CA         | 1              | frm     | 1         | 1            | 480            | 2011 | 106      | 1      |
| 16      | 388871       | 408044        | 0.83           | 737                     | FL         | 1              | arm     | 1         | 1            | 360            | 2017 | 35       | 1      |
| 17      | 56495        | 61648         | 0.98           | 654                     | IL         | 1              | frm     | 1         | 1            | 360            | 2015 | 54       | 1      |
| 18      | 628679       | 644312        | 0.86           | 795                     | CA         | 1              | frm     | 1         | 1            | 360            | 2018 | 20       | 1      |
| 19      | 65882        | 75384         | 0.95           | 643                     | LA         | 1              | frm     | 1         | 1            | 360            | 2013 | 77       | 1      |
| 20      | 119749       | 161085        | 0.89           | 687                     | FL         | 1              | frm     | 1         | 2            | 360            | 2004 | 187      | 1      |
| 21      | 60187        | 91419         | 0.97           | 619                     | TX         | 1              | frm     | 1         | 1            | 360            | 2003 | 200      | 1      |
| 22      | 382874       | 478891        | 0.86           | 613                     | NJ         | 1              | arm     | 1         | 3            | 360            | 2007 | 151      | 1      |
| 23      | 84824        | 92516         | 0.91           | 780                     | CO         | 1              | frm     | 1         | 2            | 180            | 2017 | 30       | 1      |
| 24      | 217715       | 224286        | 0.94           | 735                     | IL         | 1              | frm     | 1         | 1            | 360            | 2017 | 26       | 1      |
| 25      | 504156       | 519994        | 1.0            | 798                     | GA         | 1              | arm     | 1         | 1            | 360            | 2014 | 60       | 1      |
| 26      | 298713       | 1339512       | 0.81           | 792                     | CA         | 2              | arm     | 1         | 2            | 300            | 2016 | 40       | 1      |
| 27      | 345163       | 367117        | 0.9            | 759                     | MD         | 1              | frm     | 1         | 1            | 360            | 2013 | 74       | 1      |
| 28      | 290150       | 317164        | 0.99           | 666                     | DC         | 1              | frm     | 2         | 1            | 480            | 2013 | 79       | 1      |
| 29      | 89253        | 110066        | 1.01           | 677                     | IA         | 1              | arm     | 1         | 3            | 360            | 2009 | 129      | 1      |
| 30      | 234734       | 369458        | 1.01           | 671                     | SC         | 1              | arm     | 2         | 2            | 360            | 2005 | 170      | 1      |
| 31      | 55742        | 71215         | 0.9            | 608                     | SC         | 1              | frm     | 1         | 1            | 360            | 2010 | 110      | 1      |
| 32      | 72354        | 100608        | 0.9            | 714                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2008 | 141      | 1      |
| 33      | 140251       | 161708        | 0.94           | 781                     | NC         | 1              | frm     | 1         | 1            | 360            | 2016 | 45       | 1      |
| 34      | 710764       | 714344        | 0.9            | 725                     | CA         | 1              | frm     | 2         | 1            | 360            | 2018 | 15       | 1      |
| 35      | 64108        | 83804         | 0.96           | 634                     | TN         | 1              | frm     | 1         | 1            | 360            | 2005 | 170      | 1      |
| 36      | 312059       | 319272        | 0.92           | 723                     | TX         | 1              | arm     | 1         | 1            | 360            | 2019 | 6        | 1      |
| 37      | 494882       | 552996        | 0.92           | 750                     | MD         | 1              | frm     | 1         | 1            | 360            | 2016 | 46       | 1      |
| 38      | 33322        | 54960         | 0.87           | 676                     | PA         | 1              | frm     | 1         | 1            | 360            | 2005 | 171      | 1      |
| 39      | 67782        | 91311         | 1.02           | 639                     | PA         | 1              | frm     | 1         | 1            | 360            | 2003 | 196      | 1      |
| 40      | 78351        | 178629        | 0.87           | 808                     | TX         | 1              | frm     | 1         | 2            | 180            | 2008 | 135      | 1      |
| 41      | 89038        | 100848        | 0.9            | 765                     | OH         | 1              | frm     | 1         | 2            | 360            | 2015 | 57       | 1      |
| 42      | 146528       | 237962        | 0.86           | 759                     | MI         | 1              | frm     | 1         | 3            | 360            | 2009 | 126      | 1      |
| 43      | 54345        | 56319         | 0.88           | 696                     | IN         | 1              | frm     | 1         | 4            | 180            | 2015 | 59       | 1      |
| 44      | 161281       | 186264        | 0.99           | 661                     | PA         | 1              | frm     | 1         | 1            | 360            | 2010 | 109      | 1      |
| 45      | 40891        | 50100         | 0.93           | 657                     | AR         | 1              | frm     | 1         | 3            | 360            | 2012 | 90       | 1      |
| 46      | 33625        | 61303         | 0.88           | 661                     | OH         | 1              | frm     | 1         | 2            | 240            | 2008 | 134      | 1      |
| 47      | 380135       | 408371        | 0.88           | 755                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 67       | 1      |
| 48      | 99585        | 153351        | 0.96           | 652                     | TX         | 1              | frm     | 1         | 1            | 360            | 2003 | 194      | 1      |
| 49      | 186067       | 256963        | 0.89           | 733                     | CA         | 1              | arm     | 2         | 3            | 360            | 2011 | 106      | 1      |
| 50      | 63843        | 88070         | 0.87           | 735                     | WA         | 1              | frm     | 1         | 2            | 360            | 2008 | 138      | 1      |
| 51      | 26014        | 37533         | 0.88           | 691                     | FL         | 1              | frm     | 4         | 4            | 360            | 2002 | 206      | 1      |
| 52      | 149911       | 168338        | 0.97           | 698                     | SC         | 1              | frm     | 1         | 1            | 360            | 2011 | 106      | 1      |
| 53      | 117996       | 124831        | 0.97           | 695                     | PA         | 1              | frm     | 1         | 1            | 360            | 2018 | 12       | 1      |
| 54      | 354818       | 436135        | 0.96           | 644                     | GA         | 1              | frm     | 1         | 2            | 180            | 2010 | 112      | 1      |
| 55      | 498168       | 698609        | 0.88           | 773                     | UT         | 1              | frm     | 1         | 1            | 180            | 2016 | 37       | 1      |
| 56      | 22654        | 47245         | 0.99           | 747                     | WV         | 1              | frm     | 1         | 2            | 240            | 2005 | 169      | 1      |
| 57      | 119303       | 175047        | 0.86           | 676                     | AR         | 1              | frm     | 1         | 2            | 84             | 2018 | 14       | 1      |
| 58      | 191901       | 223986        | 0.9            | 682                     | NC         | 1              | frm     | 1         | 2            | 360            | 2006 | 167      | 1      |
| 59      | 39152        | 62677         | 0.95           | 712                     | WV         | 1              | arm     | 1         | 1            | 360            | 2005 | 175      | 1      |
| 60      | 219488       | 238430        | 0.87           | 806                     | PA         | 1              | arm     | 1         | 2            | 300            | 2018 | 14       | 1      |
| 61      | 162213       | 210034        | 0.94           | 662                     | IL         | 1              | arm     | 1         | 3            | 360            | 2005 | 169      | 1      |
| 62      | 100891       | 147011        | 0.96           | 700                     | OH         | 1              | frm     | 1         | 2            | 360            | 2005 | 174      | 1      |
| 63      | 206846       | 218835        | 0.88           | 720                     | TX         | 1              | frm     | 1         | 1            | 360            | 2011 | 96       | 1      |
| 64      | 30652        | 44881         | 0.83           | 769                     | IN         | 1              | frm     | 1         | 2            | 120            | 2017 | 31       | 1      |
| 65      | 181295       | 192028        | 0.99           | 708                     | TN         | 1              | frm     | 1         | 1            | 360            | 2014 | 67       | 1      |
| 66      | 91580        | 115781        | 0.88           | 749                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2012 | 84       | 1      |
| 67      | 1071704      | 1124292       | 1.01           | 800                     | NC         | 1              | frm     | 1         | 1            | 360            | 2019 | 8        | 1      |
| 68      | 1014413      | 1037049       | 0.84           | 705                     | TX         | 1              | frm     | 1         | 1            | 360            | 2015 | 50       | 1      |
| 69      | 749613       | 757186        | 0.86           | 825                     | IL         | 1              | frm     | 1         | 1            | 360            | 2017 | 26       | 1      |
| 70      | 519630       | 531028        | 0.88           | 758                     | MN         | 2              | frm     | 1         | 1            | 360            | 2015 | 59       | 1      |
| 71      | 369911       | 404055        | 0.91           | 735                     | GA         | 1              | frm     | 1         | 1            | 360            | 2011 | 100      | 1      |
| 72      | 483937       | 488695        | 0.93           | 693                     | CA         | 1              | frm     | 1         | 1            | 360            | 2015 | 54       | 1      |
| 73      | 191275       | 194509        | 0.96           | 817                     | MA         | 1              | frm     | 1         | 1            | 360            | 2019 | 4        | 1      |
| 74      | 98943        | 108941        | 0.94           | 687                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2016 | 47       | 1      |
| 75      | 342843       | 365464        | 0.97           | 738                     | OH         | 1              | frm     | 2         | 1            | 360            | 2013 | 72       | 1      |
| 76      | 50416        | 63150         | 0.94           | 647                     | MN         | 1              | frm     | 1         | 1            | 360            | 2009 | 125      | 1      |
| 77      | 158282       | 51699         | 0.9            | 609                     | CA         | 1              | arm     | 1         | 3            | 360            | 2006 | 157      | 1      |
| 78      | 43594        | 61432         | 0.8            | 713                     | NC         | 1              | frm     | 1         | 2            | 360            | 2006 | 156      | 1      |
| 79      | 233092       | 259416        | 0.98           | 629                     | FL         | 1              | frm     | 1         | 4            | 360            | 2015 | 54       | 1      |
| 80      | 155088       | 220050        | 0.91           | 611                     | TX         | 1              | frm     | 1         | 1            | 360            | 2004 | 182      | 1      |
| 81      | 150493       | 182343        | 0.91           | 661                     | OH         | 1              | frm     | 1         | 2            | 252            | 2015 | 49       | 1      |
| 82      | 17799        | 68700         | 0.9            | 747                     | PA         | 1              | frm     | 1         | 4            | 180            | 2007 | 154      | 1      |
| 83      | 85420        | 98620         | 0.94           | 714                     | AR         | 1              | frm     | 1         | 1            | 360            | 2017 | 31       | 1      |
| 84      | 639015       | 650893        | 0.87           | 779                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2018 | 21       | 1      |
| 85      | 371844       | 380668        | 0.94           | 766                     | TN         | 1              | frm     | 1         | 1            | 360            | 2017 | 33       | 1      |
| 86      | 143538       | 154185        | 0.92           | 743                     | FL         | 1              | frm     | 1         | 1            | 360            | 2012 | 91       | 1      |
| 87      | 150396       | 178901        | 0.95           | 669                     | DE         | 1              | frm     | 1         | 2            | 360            | 2010 | 115      | 1      |
| 88      | 91919        | 150047        | 0.85           | 638                     | FL         | 1              | frm     | 1         | 2            | 360            | 2004 | 184      | 1      |
| 89      | 206732       | 257802        | 0.92           | 736                     | GA         | 3              | frm     | 1         | 2            | 360            | 2009 | 123      | 1      |
| 90      | 637484       | 657538        | 0.96           | 753                     | IL         | 1              | arm     | 1         | 1            | 360            | 2012 | 87       | 1      |
| 91      | 102340       | 140153        | 0.88           | 698                     | PA         | 3              | frm     | 1         | 1            | 360            | 2006 | 165      | 1      |
| 92      | 49303        | 56017         | 0.87           | 615                     | IN         | 1              | frm     | 1         | 2            | 180            | 2006 | 160      | 1      |
| 93      | 79870        | 92040         | 0.9            | 770                     | AL         | 1              | frm     | 1         | 2            | 180            | 2016 | 43       | 1      |
| 94      | 113319       | 132987        | 0.89           | 704                     | MO         | 1              | frm     | 4         | 2            | 180            | 2017 | 35       | 1      |
| 95      | 144695       | 167020        | 0.94           | 717                     | AL         | 1              | frm     | 1         | 1            | 180            | 2016 | 37       | 1      |
| 96      | 232942       | 296091        | 0.87           | 705                     | KS         | 1              | frm     | 2         | 2            | 360            | 2010 | 108      | 1      |
| 97      | 70881        | 73578         | 0.88           | 725                     | NC         | 1              | frm     | 1         | 2            | 360            | 2014 | 62       | 1      |
| 98      | 64174        | 97069         | 0.93           | 690                     | NY         | 1              | frm     | 1         | 1            | 360            | 2008 | 134      | 1      |
| 99      | 248236       | 271320        | 0.97           | 714                     | PA         | 1              | arm     | 1         | 2            | 360            | 2009 | 128      | 1      |
| 100     | 639907       | 659279        | 0.91           | 738                     | IN         | 1              | frm     | 1         | 1            | 360            | 2017 | 29       | 1      |
| 101     | 429172       | 453518        | 0.92           | 819                     | MD         | 1              | frm     | 2         | 1            | 360            | 2015 | 52       | 1      |
| 102     | 226625       | 379331        | 0.98           | 791                     | FL         | 1              | arm     | 1         | 1            | 360            | 2008 | 136      | 1      |
| 103     | 57567        | 110854        | 0.85           | 786                     | MI         | 1              | arm     | 2         | 1            | 360            | 2006 | 157      | 1      |
| 104     | 71096        | 106196        | 0.82           | 755                     | IL         | 1              | frm     | 4         | 3            | 240            | 2009 | 127      | 1      |
| 105     | 58028        | 177050        | 0.95           | 692                     | FL         | 1              | frm     | 2         | 1            | 360            | 2011 | 106      | 1      |
| 106     | 211970       | 270473        | 0.89           | 648                     | TN         | 1              | arm     | 1         | 1            | 360            | 2005 | 175      | 1      |
| 107     | 101105       | 109490        | 0.95           | 703                     | GA         | 1              | arm     | 1         | 1            | 360            | 2018 | 15       | 1      |
| 108     | 159978       | 265855        | 0.94           | 746                     | MN         | 1              | frm     | 1         | 2            | 180            | 2011 | 97       | 1      |
| 109     | 85160        | 111851        | 0.95           | 655                     | TX         | 1              | frm     | 1         | 1            | 360            | 2008 | 134      | 1      |
| 110     | 315330       | 318430        | 0.99           | 792                     | FL         | 1              | arm     | 1         | 1            | 360            | 2019 | 7        | 1      |
| 111     | 119558       | 165585        | 0.97           | 655                     | OH         | 1              | frm     | 1         | 1            | 360            | 2011 | 98       | 1      |
| 112     | 160193       | 233713        | 0.88           | 768                     | FL         | 1              | arm     | 1         | 1            | 360            | 2006 | 156      | 1      |
| 113     | 61745        | 99389         | 0.88           | 654                     | CA         | 1              | arm     | 2         | 1            | 480            | 2000 | 239      | 1      |
| 114     | 135510       | 157968        | 0.94           | 792                     | CO         | 1              | frm     | 1         | 1            | 360            | 2008 | 140      | 1      |
| 115     | 604278       | 620452        | 0.93           | 811                     | CA         | 1              | frm     | 1         | 1            | 360            | 2017 | 27       | 1      |
| 116     | 61464        | 82469         | 0.98           | 622                     | OH         | 1              | frm     | 2         | 1            | 360            | 2006 | 159      | 1      |
| 117     | 192280       | 289206        | 0.96           | 724                     | MD         | 1              | frm     | 1         | 3            | 480            | 2006 | 158      | 1      |
| 118     | 174406       | 209995        | 0.95           | 762                     | CA         | 1              | frm     | 1         | 2            | 360            | 2012 | 93       | 1      |
| 119     | 185527       | 234092        | 0.97           | 693                     | GA         | 1              | arm     | 1         | 3            | 360            | 2004 | 188      | 1      |
| 120     | 116754       | 159996        | 0.83           | 789                     | SC         | 1              | arm     | 1         | 1            | 360            | 2007 | 155      | 1      |
| 121     | 24250        | 43360         | 0.91           | 642                     | PA         | 1              | frm     | 1         | 3            | 360            | 2004 | 183      | 1      |
| 122     | 51975        | 84180         | 0.95           | 660                     | GA         | 1              | frm     | 1         | 1            | 360            | 2003 | 192      | 1      |
| 123     | 295701       | 507560        | 0.89           | 688                     | MS         | 1              | arm     | 1         | 1            | 360            | 2005 | 169      | 1      |
| 124     | 147964       | 171058        | 0.89           | 720                     | NY         | 1              | arm     | 1         | 1            | 360            | 2013 | 72       | 1      |
| 125     | 339690       | 347477        | 0.82           | 829                     | TX         | 1              | frm     | 1         | 1            | 360            | 2017 | 25       | 1      |
| 126     | 393729       | 412504        | 0.92           | 779                     | OH         | 1              | frm     | 1         | 1            | 360            | 2015 | 58       | 1      |
| 127     | 52429        | 57401         | 0.91           | 744                     | KY         | 1              | frm     | 1         | 2            | 240            | 2012 | 85       | 1      |
| 128     | 239204       | 241539        | 0.92           | 679                     | NJ         | 1              | frm     | 2         | 1            | 360            | 2019 | 2        | 1      |
| 129     | 61014        | 75860         | 0.89           | 783                     | NC         | 3              | frm     | 2         | 1            | 360            | 2009 | 131      | 1      |
| 130     | 86628        | 92574         | 0.89           | 743                     | SC         | 1              | frm     | 1         | 1            | 312            | 2012 | 85       | 1      |
| 131     | 90496        | 152203        | 0.82           | 666                     | TX         | 1              | arm     | 1         | 1            | 360            | 2001 | 224      | 1      |
| 132     | 90987        | 104040        | 0.85           | 775                     | ME         | 1              | frm     | 1         | 2            | 240            | 2015 | 57       | 1      |
| 133     | 191707       | 208790        | 0.99           | 814                     | AL         | 1              | frm     | 1         | 1            | 309            | 2017 | 34       | 1      |
| 134     | 47123        | 79451         | 0.86           | 669                     | TX         | 1              | frm     | 1         | 1            | 360            | 2007 | 154      | 1      |
| 135     | 71268        | 88929         | 0.96           | 663                     | MI         | 1              | arm     | 1         | 1            | 360            | 2011 | 97       | 1      |
| 136     | 29452        | 63799         | 0.95           | 656                     | KY         | 1              | frm     | 1         | 1            | 360            | 2001 | 219      | 1      |
| 137     | 277036       | 295689        | 0.97           | 691                     | SC         | 1              | frm     | 1         | 1            | 360            | 2018 | 19       | 1      |
| 138     | 73268        | 93249         | 0.95           | 659                     | AL         | 1              | frm     | 1         | 3            | 360            | 2009 | 122      | 1      |
| 139     | 63829        | 135451        | 0.91           | 658                     | GA         | 1              | arm     | 1         | 2            | 360            | 2003 | 195      | 1      |
| 140     | 361531       | 508484        | 0.98           | 722                     | NJ         | 1              | frm     | 2         | 2            | 180            | 2013 | 74       | 1      |
| 141     | 32785        | 33681         | 0.96           | 737                     | OH         | 1              | frm     | 1         | 1            | 360            | 2017 | 26       | 1      |
| 142     | 46202        | 194692        | 0.87           | 697                     | MD         | 3              | frm     | 1         | 2            | 120            | 2012 | 93       | 1      |
| 143     | 63416        | 90564         | 0.96           | 712                     | NC         | 1              | frm     | 1         | 1            | 360            | 2009 | 131      | 1      |
| 144     | 272733       | 307975        | 0.98           | 664                     | FL         | 1              | frm     | 1         | 1            | 360            | 2008 | 135      | 1      |
| 145     | 79903        | 93982         | 0.95           | 759                     | VA         | U              | frm     | 1         | 1            | 361            | 2004 | 188      | 1      |
| 146     | 11688        | 38676         | 0.89           | 664                     | AL         | 1              | frm     | 1         | 3            | 180            | 2007 | 150      | 1      |
| 147     | 42400        | 62709         | 0.86           | 804                     | OH         | 1              | frm     | 1         | 4            | 180            | 2013 | 75       | 1      |
| 148     | 113818       | 138574        | 0.9            | 771                     | NV         | 1              | frm     | 1         | 2            | 180            | 2018 | 14       | 1      |
| 149     | 185063       | 227983        | 0.9            | 679                     | GA         | 1              | arm     | 1         | 1            | 360            | 2011 | 101      | 1      |
| 150     | 72051        | 107086        | 0.91           | 725                     | VT         | 1              | frm     | 1         | 2            | 240            | 2006 | 160      | 1      |
| 151     | 110874       | 120442        | 0.95           | 738                     | PA         | 1              | frm     | 1         | 1            | 360            | 2017 | 32       | 1      |
| 152     | 83647        | 267475        | 0.9            | 818                     | VA         | 1              | arm     | 1         | 1            | 360            | 2004 | 185      | 1      |
| 153     | 129240       | 195795        | 0.82           | 773                     | OH         | 1              | frm     | 1         | 2            | 180            | 2014 | 65       | 1      |
| 154     | 36795        | 71174         | 0.98           | 642                     | DE         | 1              | frm     | 1         | 2            | 240            | 2004 | 181      | 1      |
| 155     | 440241       | 463679        | 0.88           | 724                     | CA         | 1              | frm     | 1         | 3            | 360            | 2010 | 108      | 1      |
| 156     | 111138       | 123180        | 0.98           | 710                     | NV         | 1              | frm     | 1         | 1            | 360            | 2013 | 82       | 1      |
| 157     | 39817        | 72122         | 0.95           | 658                     | FL         | 1              | frm     | 1         | 1            | 360            | 1999 | 241      | 1      |
| 158     | 50209        | 51174         | 0.88           | 676                     | PA         | 1              | frm     | 1         | 2            | 360            | 2015 | 51       | 1      |
| 159     | 78132        | 91528         | 0.94           | 664                     | NY         | 1              | frm     | 1         | 1            | 360            | 2012 | 91       | 1      |
| 160     | 116842       | 153153        | 0.87           | 634                     | NC         | 1              | frm     | 1         | 1            | 380            | 2005 | 179      | 1      |
| 161     | 250684       | 296205        | 1.0            | 665                     | NC         | 1              | frm     | 1         | 1            | 360            | 2011 | 101      | 1      |
| 162     | 659368       | 684802        | 0.89           | 736                     | AZ         | 1              | arm     | 1         | 1            | 360            | 2015 | 50       | 1      |
| 163     | 60432        | 78488         | 0.94           | 715                     | OH         | 1              | frm     | 1         | 1            | 360            | 2005 | 173      | 1      |
| 164     | 54812        | 99824         | 0.96           | 724                     | MI         | 1              | frm     | 1         | 2            | 360            | 2006 | 167      | 1      |
| 165     | 4408         | 63466         | 0.9            | 693                     | NE         | U              | frm     | 4         | 4            | 360            | 2014 | 63       | 1      |
| 166     | 184639       | 196434        | 0.95           | 762                     | UT         | 1              | frm     | 1         | 1            | 360            | 2015 | 51       | 1      |
| 167     | 323422       | 341859        | 0.86           | 797                     | KY         | 1              | frm     | 1         | 1            | 360            | 2013 | 75       | 1      |
| 168     | 134876       | 173241        | 0.99           | 719                     | MD         | 1              | frm     | 1         | 1            | 360            | 2009 | 127      | 1      |
| 169     | 106050       | 202246        | 0.94           | 644                     | CT         | 1              | arm     | 1         | 1            | 360            | 2003 | 198      | 1      |
| 170     | 239084       | 249996        | 0.91           | 785                     | GA         | 1              | frm     | 1         | 1            | 360            | 2018 | 20       | 1      |
| 171     | 36468        | 145218        | 0.89           | 802                     | LA         | 1              | frm     | 1         | 2            | 240            | 2001 | 227      | 1      |
| 172     | 169203       | 185877        | 0.84           | 622                     | OR         | 1              | arm     | 1         | 3            | 480            | 2008 | 135      | 1      |
| 173     | 38848        | 51395         | 0.94           | 729                     | TX         | 1              | frm     | 1         | 1            | 360            | 2011 | 98       | 1      |
| 174     | 139529       | 173942        | 0.88           | 720                     | GA         | 1              | frm     | 4         | 2            | 360            | 2009 | 127      | 1      |
| 175     | 56402        | 109435        | 0.94           | 635                     | TX         | 1              | frm     | 1         | 1            | 360            | 2002 | 213      | 1      |
| 176     | 407743       | 442255        | 0.9            | 771                     | MA         | 1              | frm     | 1         | 2            | 360            | 2017 | 26       | 1      |
| 177     | 158985       | 178758        | 0.9            | 765                     | IN         | 1              | arm     | 1         | 1            | 360            | 2013 | 74       | 1      |
| 178     | 36796        | 242185        | 0.94           | 682                     | IL         | 1              | frm     | 1         | 3            | 180            | 2006 | 163      | 1      |
| 179     | 62941        | 89461         | 0.94           | 666                     | OH         | 1              | frm     | 1         | 1            | 360            | 2006 | 165      | 1      |
| 180     | 53636        | 105587        | 1.0            | 688                     | IL         | 1              | frm     | 1         | 3            | 240            | 2007 | 146      | 1      |
| 181     | 429539       | 466195        | 0.97           | 761                     | NC         | 1              | frm     | 1         | 1            | 360            | 2015 | 52       | 1      |
| 182     | 158774       | 211555        | 0.9            | 797                     | OH         | 1              | frm     | 1         | 2            | 241            | 2007 | 144      | 1      |
| 183     | 15246        | 22622         | 0.89           | 679                     | NY         | 1              | frm     | 1         | 2            | 180            | 2014 | 65       | 1      |
| 184     | 86442        | 200250        | 0.97           | 703                     | PA         | 1              | frm     | 1         | 2            | 240            | 2005 | 179      | 1      |
| 185     | 97085        | 144783        | 0.93           | 659                     | GA         | 1              | frm     | 1         | 1            | 360            | 2003 | 199      | 1      |
| 186     | 113422       | 115744        | 0.93           | 700                     | IL         | 1              | frm     | 1         | 1            | 360            | 2018 | 21       | 1      |
| 187     | 439466       | 446926        | 0.9            | 813                     | TN         | 1              | frm     | 1         | 1            | 360            | 2019 | 6        | 1      |
| 188     | 39212        | 63496         | 0.99           | 718                     | IN         | 1              | frm     | 1         | 2            | 240            | 2007 | 149      | 1      |
| 189     | 246882       | 419223        | 0.95           | 811                     | VA         | 1              | frm     | 1         | 1            | 120            | 2016 | 39       | 1      |
| 190     | 66551        | 73327         | 0.85           | 661                     | OH         | 1              | frm     | 1         | 2            | 360            | 2009 | 129      | 1      |
| 191     | 317929       | 352699        | 0.96           | 767                     | MO         | 1              | frm     | 1         | 2            | 180            | 2010 | 108      | 1      |
| 192     | 18658        | 34522         | 0.92           | 676                     | PA         | 1              | frm     | 1         | 2            | 360            | 2005 | 177      | 1      |
| 193     | 110196       | 117727        | 0.89           | 721                     | FL         | 1              | frm     | 1         | 3            | 360            | 2010 | 108      | 1      |
| 194     | 31443        | 84661         | 0.94           | 645                     | LA         | 1              | frm     | 1         | 3            | 180            | 2007 | 145      | 1      |
| 195     | 168567       | 227169        | 0.97           | 651                     | AL         | 1              | frm     | 1         | 3            | 240            | 2011 | 103      | 1      |
| 196     | 142772       | 173014        | 0.91           | 688                     | AZ         | 2              | frm     | 1         | 2            | 360            | 2013 | 78       | 1      |
| 197     | 86035        | 149171        | 0.84           | 756                     | OH         | 1              | frm     | 1         | 2            | 180            | 2009 | 122      | 1      |
| 198     | 188053       | 323440        | 0.97           | 766                     | PA         | 1              | frm     | 1         | 1            | 180            | 2010 | 117      | 1      |
| 199     | 64662        | 176430        | 0.99           | 690                     | FL         | 1              | arm     | 1         | 3            | 360            | 2007 | 147      | 1      |
| 200     | 631136       | 672500        | 0.9            | 651                     | WA         | 1              | frm     | 1         | 1            | 360            | 2018 | 20       | 1      |