| 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       | 369386       | 395536        | 0.89           | 773                     | AZ         | 1              | frm     | 1         | 3            | 360            | 2016 | 45       | 1      |
| 2       | 84066        | 219147        | 0.77           | 710                     | PA         | 3              | frm     | 3         | 2            | 180            | 2009 | 124      | 1      |
| 3       | 571662       | 573526        | 0.69           | 774                     | FL         | 1              | frm     | 1         | 1            | 360            | 2015 | 50       | 1      |
| 4       | 244203       | 244897        | 0.82           | 770                     | IL         | 1              | frm     | 1         | 1            | 360            | 2017 | 31       | 1      |
| 5       | 58341        | 64114         | 0.92           | 763                     | IL         | 1              | frm     | 1         | 1            | 360            | 2014 | 66       | 1      |
| 6       | 685976       | 1146508       | 0.66           | 776                     | MA         | 1              | frm     | 1         | 1            | 360            | 2016 | 36       | 1      |
| 7       | 40355        | 88446         | 0.46           | 789                     | OH         | 1              | frm     | 1         | 2            | 120            | 2013 | 72       | 1      |
| 8       | 14303        | 43243         | 0.38           | 780                     | MI         | 1              | frm     | 1         | 2            | 180            | 2009 | 121      | 1      |
| 9       | 110150       | 179158        | 0.51           | 788                     | CA         | 1              | frm     | 1         | 2            | 180            | 2012 | 92       | 1      |
| 10      | 469808       | 488700        | 0.81           | 796                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2018 | 19       | 1      |
| 11      | 786580       | 807870        | 0.82           | 711                     | MA         | 2              | arm     | 1         | 1            | 360            | 2015 | 55       | 1      |
| 12      | 85783        | 86117         | 1.16           | 744                     | WI         | 1              | frm     | 1         | 1            | 360            | 2018 | 22       | 1      |
| 13      | 208846       | 229977        | 0.8            | 673                     | DC         | 1              | frm     | 2         | 1            | 480            | 2010 | 114      | 1      |
| 14      | 118387       | 122167        | 0.91           | 812                     | MD         | 1              | frm     | 1         | 2            | 360            | 2019 | 3        | 1      |
| 15      | 925937       | 938157        | 0.56           | 793                     | CA         | 1              | arm     | 1         | 1            | 360            | 2019 | 4        | 1      |
| 16      | 790395       | 852764        | 0.73           | 779                     | CA         | 1              | arm     | 2         | 2            | 360            | 2019 | 2        | 1      |
| 17      | 6206         | 115221        | 0.64           | 705                     | TX         | 1              | frm     | 1         | 4            | 180            | 2007 | 146      | 1      |
| 18      | 41103        | 69777         | 0.73           | 697                     | AL         | 1              | frm     | 1         | 3            | 360            | 2006 | 159      | 1      |
| 19      | 330266       | 494271        | 1.03           | 786                     | NJ         | 1              | arm     | 2         | 1            | 360            | 2009 | 128      | 1      |
| 20      | 27191        | 82378         | 0.69           | 673                     | NH         | 1              | frm     | 2         | 3            | 180            | 2008 | 141      | 1      |
| 21      | 73795        | 123796        | 0.76           | 749                     | IL         | 1              | arm     | 2         | 1            | 360            | 2007 | 147      | 1      |
| 22      | 154178       | 158628        | 0.34           | 727                     | NY         | 1              | frm     | 1         | 2            | 360            | 2015 | 59       | 1      |
| 23      | 14112        | 62366         | 0.54           | 807                     | OH         | 1              | frm     | 1         | 4            | 240            | 2001 | 218      | 1      |
| 24      | 272320       | 294779        | 0.55           | 731                     | FL         | 2              | frm     | 1         | 2            | 180            | 2019 | 9        | 1      |
| 25      | 271132       | 303210        | 0.67           | 772                     | CA         | 1              | frm     | 2         | 2            | 360            | 2013 | 80       | 1      |
| 26      | 119338       | 134373        | 0.95           | 647                     | TN         | 1              | frm     | 4         | 2            | 360            | 2007 | 150      | 1      |
| 27      | 475545       | 547460        | 0.65           | 813                     | CO         | 1              | frm     | 1         | 2            | 360            | 2015 | 58       | 1      |
| 28      | 194695       | 230314        | 0.88           | 749                     | MI         | 1              | frm     | 1         | 2            | 180            | 2016 | 36       | 1      |
| 29      | 700041       | 1140600       | 0.79           | 741                     | NY         | 1              | arm     | 2         | 1            | 360            | 2011 | 105      | 1      |
| 30      | 11956        | 160812        | 0.82           | 751                     | TX         | 1              | frm     | 1         | 3            | 360            | 2010 | 110      | 1      |
| 31      | 994662       | 1022599       | 0.66           | 689                     | WA         | 1              | arm     | 1         | 1            | 360            | 2017 | 35       | 1      |
| 32      | 257081       | 321970        | 0.86           | 805                     | PA         | 1              | frm     | 1         | 1            | 360            | 2007 | 146      | 1      |
| 33      | 921641       | 1014682       | 0.53           | 787                     | WI         | 1              | arm     | 1         | 1            | 360            | 2016 | 36       | 1      |
| 34      | 195544       | 232046        | 0.9            | 684                     | NE         | 1              | arm     | 1         | 3            | 480            | 2009 | 125      | 1      |
| 35      | 108933       | 127057        | 0.77           | 742                     | NY         | 1              | frm     | 1         | 3            | 360            | 2011 | 101      | 1      |
| 36      | 671157       | 691003        | 0.64           | 764                     | CT         | 1              | arm     | 1         | 1            | 360            | 2019 | 9        | 1      |
| 37      | 694937       | 703320        | 0.42           | 676                     | CA         | 1              | arm     | 1         | 3            | 360            | 2015 | 49       | 1      |
| 38      | 31608        | 36520         | 0.55           | 694                     | ID         | 1              | frm     | 1         | 2            | 241            | 2014 | 66       | 1      |
| 39      | 414697       | 450442        | 0.68           | 811                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2013 | 74       | 1      |
| 40      | 106132       | 182177        | 0.46           | 695                     | FL         | 1              | frm     | 1         | 3            | 360            | 2010 | 118      | 1      |
| 41      | 139265       | 124782        | 0.28           | 799                     | CA         | 1              | frm     | 1         | 2            | 240            | 2018 | 22       | 1      |
| 42      | 265376       | 277463        | 0.66           | 784                     | CA         | 1              | frm     | 1         | 2            | 360            | 2014 | 60       | 1      |
| 43      | 76842        | 108926        | 0.7            | 734                     | IL         | 1              | frm     | 1         | 2            | 120            | 2019 | 6        | 1      |
| 44      | 39053        | 77966         | 0.47           | 785                     | NC         | 1              | frm     | 1         | 2            | 180            | 2010 | 108      | 1      |
| 45      | 5505         | 46980         | 0.35           | 810                     | OH         | 1              | frm     | 1         | 2            | 180            | 2012 | 84       | 1      |
| 46      | 74773        | 104514        | 0.78           | 752                     | TX         | 1              | arm     | 1         | 1            | 360            | 2004 | 188      | 1      |
| 47      | 217653       | 222473        | 0.84           | 708                     | MA         | 1              | frm     | 1         | 1            | 360            | 2017 | 31       | 1      |
| 48      | 566069       | 652886        | 0.62           | 776                     | FL         | 1              | arm     | 2         | 3            | 360            | 2016 | 44       | 1      |
| 49      | 30199        | 41357         | 0.9            | 744                     | FL         | 3              | frm     | 2         | 1            | 360            | 2008 | 138      | 1      |
| 50      | 327776       | 407704        | 0.61           | 635                     | CA         | 1              | arm     | 2         | 1            | 360            | 2011 | 98       | 1      |
| 51      | 201650       | 300910        | 0.82           | 755                     | MI         | 1              | frm     | 1         | 2            | 180            | 2012 | 88       | 1      |
| 52      | 145140       | 180195        | 0.39           | 787                     | PA         | 1              | frm     | 2         | 1            | 360            | 2018 | 15       | 1      |
| 53      | 455024       | 497488        | 0.82           | 724                     | FL         | 1              | frm     | 1         | 1            | 360            | 2014 | 69       | 1      |
| 54      | 24245        | 25891         | 0.35           | 687                     | PA         | 1              | frm     | 1         | 2            | 360            | 2016 | 38       | 1      |
| 55      | 637981       | 648469        | 0.79           | 756                     | CA         | 1              | frm     | 2         | 1            | 360            | 2019 | 0        | 1      |
| 56      | 507376       | 565188        | 0.75           | 726                     | GA         | 1              | frm     | 1         | 1            | 360            | 2012 | 86       | 1      |
| 57      | 1066755      | 1066755       | 0.77           | 813                     | TX         | 1              | arm     | 1         | 1            | 360            | 2017 | 30       | 1      |
| 58      | 428114       | 707048        | 0.74           | 756                     | CA         | 2              | frm     | 1         | 1            | 360            | 2010 | 113      | 1      |
| 59      | 72262        | 90927         | 0.92           | 638                     | IL         | 1              | arm     | 1         | 3            | 360            | 2008 | 133      | 1      |
| 60      | 159027       | 200295        | 0.58           | 662                     | CA         | 1              | frm     | 1         | 1            | 360            | 2013 | 76       | 1      |
| 61      | 714823       | 733586        | 0.75           | 805                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2018 | 18       | 1      |
| 62      | 864703       | 925171        | 0.61           | 738                     | CA         | 1              | frm     | 1         | 2            | 360            | 2016 | 41       | 1      |
| 63      | 110725       | 118733        | 0.42           | 754                     | OR         | 1              | frm     | 1         | 2            | 240            | 2018 | 12       | 1      |
| 64      | 392927       | 443241        | 0.69           | 654                     | CA         | 3              | frm     | 3         | 3            | 360            | 2007 | 147      | 1      |
| 65      | 1582753      | 1786699       | 0.72           | 733                     | WA         | 1              | frm     | 1         | 1            | 360            | 2013 | 73       | 1      |
| 66      | 417863       | 421971        | 0.65           | 743                     | CA         | 1              | frm     | 1         | 1            | 360            | 2016 | 38       | 1      |
| 67      | 108544       | 169165        | 0.65           | 767                     | TX         | 1              | frm     | 1         | 4            | 360            | 2007 | 144      | 1      |
| 68      | 259141       | 369268        | 0.6            | 627                     | TX         | 1              | arm     | 1         | 3            | 360            | 2005 | 174      | 1      |
| 69      | 370841       | 446003        | 0.95           | 684                     | MD         | 1              | frm     | 1         | 1            | 360            | 2011 | 100      | 1      |
| 70      | 39938        | 46458         | 0.71           | 740                     | VT         | 1              | frm     | 4         | 3            | 360            | 2015 | 53       | 1      |
| 71      | 16493        | 37495         | 0.64           | 717                     | NC         | 1              | frm     | 1         | 4            | 180            | 2014 | 63       | 1      |
| 72      | 59232        | 64486         | 0.41           | 798                     | WA         | 1              | frm     | 1         | 2            | 240            | 2015 | 55       | 1      |
| 73      | 191085       | 219323        | 0.64           | 777                     | UT         | 1              | frm     | 1         | 2            | 180            | 2016 | 39       | 1      |
| 74      | 147593       | 159415        | 0.64           | 795                     | TX         | 1              | frm     | 1         | 3            | 360            | 2015 | 51       | 1      |
| 75      | 293461       | 379644        | 0.58           | 836                     | FL         | 2              | frm     | 1         | 3            | 180            | 2014 | 62       | 1      |
| 76      | 101070       | 111673        | 0.77           | 727                     | GA         | 1              | frm     | 1         | 2            | 216            | 2016 | 47       | 1      |
| 77      | 887086       | 929461        | 0.78           | 763                     | MA         | 1              | frm     | 1         | 1            | 360            | 2018 | 12       | 1      |
| 78      | 39876        | 42184         | 0.7            | 781                     | MO         | 1              | frm     | 1         | 2            | 240            | 2018 | 21       | 1      |
| 79      | 38807        | 120247        | 0.57           | 812                     | WV         | 1              | frm     | 1         | 2            | 120            | 2012 | 90       | 1      |
| 80      | 1037148      | 1113145       | 0.46           | 775                     | NY         | 1              | frm     | 2         | 1            | 360            | 2013 | 74       | 1      |
| 81      | 20055        | 45630         | 0.54           | 804                     | IN         | 1              | frm     | 1         | 2            | 120            | 2015 | 59       | 1      |
| 82      | 179723       | 212450        | 0.67           | 684                     | NY         | 1              | frm     | 1         | 2            | 360            | 2012 | 92       | 1      |
| 83      | 1142300      | 1186084       | 0.44           | 716                     | CA         | 1              | frm     | 1         | 3            | 360            | 2019 | 3        | 1      |
| 84      | 70233        | 99368         | 0.6            | 780                     | FL         | 1              | frm     | 1         | 3            | 180            | 2015 | 52       | 1      |
| 85      | 22910        | 62522         | 0.24           | 785                     | NJ         | 1              | frm     | 1         | 2            | 144            | 2010 | 115      | 1      |
| 86      | 135258       | 147792        | 0.87           | 681                     | NY         | 1              | frm     | 1         | 3            | 180            | 2019 | 8        | 1      |
| 87      | 342590       | 423654        | 0.88           | 698                     | TX         | 1              | arm     | 1         | 1            | 360            | 2010 | 110      | 1      |
| 88      | 28985        | 29350         | 0.45           | 818                     | NY         | 1              | frm     | 1         | 2            | 240            | 2018 | 14       | 1      |
| 89      | 223234       | 242271        | 0.97           | 636                     | LA         | 1              | frm     | 1         | 1            | 360            | 2005 | 172      | 1      |
| 90      | 68690        | 79699         | 0.75           | 830                     | TX         | 1              | frm     | 1         | 1            | 360            | 2010 | 110      | 1      |
| 91      | 561054       | 604431        | 0.67           | 772                     | CA         | 1              | frm     | 1         | 2            | 360            | 2013 | 77       | 1      |
| 92      | 566955       | 590708        | 0.49           | 789                     | CO         | 1              | arm     | 1         | 3            | 360            | 2016 | 42       | 1      |
| 93      | 70507        | 77877         | 0.84           | 760                     | WI         | 1              | frm     | 1         | 2            | 360            | 2016 | 44       | 1      |
| 94      | 346864       | 398970        | 0.8            | 756                     | IN         | 1              | arm     | 1         | 1            | 360            | 2011 | 99       | 1      |
| 95      | 280135       | 291629        | 0.55           | 732                     | CA         | 1              | frm     | 1         | 2            | 360            | 2019 | 6        | 1      |
| 96      | 115818       | 188307        | 0.59           | 822                     | CA         | 1              | frm     | 1         | 4            | 180            | 2011 | 97       | 1      |
| 97      | 40013        | 86183         | 0.54           | 780                     | MI         | 1              | frm     | 1         | 2            | 180            | 2011 | 101      | 1      |
| 98      | 30031        | 34859         | 0.12           | 769                     | VA         | 1              | frm     | 1         | 4            | 73             | 2017 | 33       | 1      |
| 99      | 1166882      | 1210132       | 0.73           | 812                     | CA         | 1              | arm     | 1         | 1            | 360            | 2018 | 19       | 1      |
| 100     | 48145        | 61774         | 0.57           | 794                     | VA         | 1              | frm     | 1         | 2            | 180            | 2016 | 41       | 1      |
| 101     | 58802        | 83295         | 0.8            | 692                     | NC         | 1              | frm     | 1         | 1            | 360            | 2005 | 171      | 1      |
| 102     | 54279        | 378971        | 0.49           | 800                     | CA         | 1              | frm     | 1         | 1            | 180            | 2011 | 102      | 1      |
| 103     | 116130       | 196678        | 0.32           | 782                     | OH         | 1              | frm     | 1         | 2            | 72             | 2017 | 33       | 1      |
| 104     | 54888        | 94792         | 0.96           | 685                     | TX         | 1              | arm     | 1         | 1            | 360            | 2007 | 149      | 1      |
| 105     | 48599        | 57482         | 0.79           | 633                     | IL         | 1              | frm     | 1         | 4            | 360            | 2007 | 146      | 1      |
| 106     | 603928       | 650813        | 0.69           | 759                     | IL         | 1              | arm     | 1         | 2            | 180            | 2015 | 50       | 1      |
| 107     | 297621       | 311744        | 0.67           | 822                     | CA         | 1              | frm     | 2         | 1            | 360            | 2018 | 22       | 1      |
| 108     | 1020345      | 1059874       | 0.85           | 801                     | NJ         | 2              | frm     | 2         | 1            | 360            | 2018 | 21       | 1      |
| 109     | 231199       | 295631        | 1.04           | 655                     | MO         | 1              | arm     | 1         | 3            | 360            | 2009 | 128      | 1      |
| 110     | 224374       | 248182        | 0.99           | 606                     | TX         | 1              | frm     | 1         | 2            | 180            | 2007 | 145      | 1      |
| 111     | 247291       | 254821        | 0.43           | 793                     | CA         | 2              | arm     | 1         | 1            | 360            | 2016 | 47       | 1      |
| 112     | 513321       | 513321        | 0.62           | 737                     | DC         | 1              | arm     | 1         | 2            | 360            | 2018 | 15       | 1      |
| 113     | 96614        | 126638        | 0.7            | 750                     | AR         | 1              | frm     | 1         | 2            | 240            | 2013 | 81       | 1      |
| 114     | 191985       | 204358        | 0.62           | 730                     | MO         | 1              | arm     | 1         | 2            | 360            | 2017 | 30       | 1      |
| 115     | 58594        | 125834        | 0.47           | 786                     | MN         | 1              | frm     | 1         | 2            | 120            | 2014 | 63       | 1      |
| 116     | 17469        | 35004         | 0.73           | 695                     | CA         | 3              | arm     | 2         | 1            | 360            | 2005 | 174      | 1      |
| 117     | 212665       | 312318        | 0.75           | 771                     | MN         | 1              | frm     | 1         | 1            | 360            | 2005 | 172      | 1      |
| 118     | 398592       | 405318        | 0.79           | 781                     | AZ         | 3              | frm     | 1         | 2            | 360            | 2017 | 33       | 1      |
| 119     | 764817       | 807759        | 0.59           | 822                     | NY         | 1              | arm     | 1         | 1            | 360            | 2016 | 38       | 1      |
| 120     | 119049       | 163898        | 0.89           | 731                     | IN         | 2              | frm     | 1         | 2            | 360            | 2007 | 155      | 1      |
| 121     | 463003       | 500215        | 0.64           | 727                     | IL         | 1              | frm     | 1         | 2            | 360            | 2013 | 74       | 1      |
| 122     | 289641       | 326786        | 0.91           | 721                     | WA         | 1              | frm     | 1         | 1            | 360            | 2016 | 43       | 1      |
| 123     | 900413       | 900413        | 0.87           | 764                     | CA         | 1              | arm     | 1         | 3            | 360            | 2019 | 1        | 1      |
| 124     | 676159       | 698852        | 0.84           | 746                     | IL         | 1              | arm     | 2         | 1            | 360            | 2018 | 23       | 1      |
| 125     | 1049506      | 1118815       | 0.69           | 752                     | WA         | 1              | frm     | 1         | 1            | 360            | 2014 | 70       | 1      |
| 126     | 424805       | 452136        | 0.65           | 783                     | NY         | 1              | frm     | 2         | 2            | 360            | 2014 | 62       | 1      |
| 127     | 16212        | 41681         | 0.61           | 647                     | TX         | 1              | frm     | 1         | 2            | 240            | 2002 | 208      | 1      |
| 128     | 469002       | 589894        | 0.68           | 658                     | TX         | 1              | frm     | 1         | 1            | 360            | 2007 | 154      | 1      |
| 129     | 665494       | 721207        | 0.44           | 778                     | CA         | 1              | arm     | 1         | 2            | 360            | 2016 | 38       | 1      |
| 130     | 397680       | 454274        | 0.53           | 788                     | TX         | 3              | frm     | 1         | 1            | 360            | 2014 | 70       | 1      |
| 131     | 546307       | 585007        | 0.63           | 806                     | CA         | 1              | frm     | 1         | 2            | 360            | 2016 | 43       | 1      |
| 132     | 214501       | 299888        | 0.48           | 778                     | MD         | 1              | arm     | 1         | 2            | 360            | 2016 | 38       | 1      |
| 133     | 693323       | 738861        | 0.75           | 759                     | CA         | 1              | frm     | 1         | 1            | 360            | 2011 | 96       | 1      |
| 134     | 157780       | 226210        | 0.77           | 703                     | ND         | 1              | frm     | 1         | 2            | 240            | 2011 | 101      | 1      |
| 135     | 579415       | 616460        | 0.77           | 750                     | AZ         | 1              | frm     | 1         | 2            | 360            | 2014 | 61       | 1      |
| 136     | 128136       | 177776        | 0.84           | 773                     | CT         | 1              | frm     | 1         | 2            | 360            | 2008 | 135      | 1      |
| 137     | 457043       | 467490        | 0.85           | 777                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 66       | 1      |
| 138     | 618293       | 626792        | 0.54           | 778                     | MA         | 1              | frm     | 1         | 1            | 360            | 2019 | 2        | 1      |
| 139     | 356152       | 363787        | 0.71           | 748                     | TX         | 1              | frm     | 1         | 1            | 360            | 2014 | 60       | 1      |
| 140     | 52096        | 137848        | 0.74           | 697                     | WI         | 3              | arm     | 1         | 2            | 360            | 2000 | 233      | 1      |
| 141     | 587311       | 615759        | 0.82           | 765                     | VA         | 1              | frm     | 1         | 1            | 360            | 2018 | 13       | 1      |
| 142     | 59902        | 104175        | 0.38           | 707                     | AR         | 1              | frm     | 1         | 2            | 180            | 2012 | 91       | 1      |
| 143     | 468187       | 505333        | 0.73           | 700                     | CA         | 1              | frm     | 1         | 2            | 360            | 2016 | 36       | 1      |
| 144     | 436182       | 487772        | 0.65           | 790                     | MN         | 1              | frm     | 1         | 2            | 360            | 2014 | 67       | 1      |
| 145     | 255548       | 319960        | 0.86           | 764                     | NJ         | 1              | arm     | 1         | 1            | 360            | 2008 | 139      | 1      |
| 146     | 840903       | 840903        | 0.71           | 703                     | CA         | 1              | arm     | 1         | 3            | 360            | 2019 | 4        | 1      |
| 147     | 481191       | 575343        | 0.35           | 781                     | MI         | 1              | arm     | 2         | 3            | 180            | 2019 | 2        | 1      |
| 148     | 209049       | 449498        | 0.8            | 768                     | MD         | 1              | frm     | 1         | 1            | 360            | 2016 | 36       | 1      |
| 149     | 28408        | 55392         | 0.81           | 678                     | CA         | 3              | arm     | 1         | 4            | 360            | 2003 | 194      | 1      |
| 150     | 162759       | 163773        | 0.84           | 821                     | AL         | 1              | frm     | 1         | 1            | 360            | 2016 | 41       | 1      |
| 151     | 123385       | 145984        | 0.6            | 715                     | NY         | 1              | frm     | 1         | 3            | 360            | 2010 | 113      | 1      |
| 152     | 1345977      | 1612614       | 0.62           | 772                     | NY         | 1              | arm     | 2         | 2            | 300            | 2018 | 20       | 1      |
| 153     | 294131       | 361887        | 0.77           | 773                     | OH         | 1              | frm     | 1         | 2            | 180            | 2017 | 31       | 1      |
| 154     | 309661       | 344292        | 0.73           | 761                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2015 | 55       | 1      |
| 155     | 299542       | 351128        | 0.82           | 820                     | CA         | 1              | frm     | 1         | 1            | 360            | 2015 | 54       | 1      |
| 156     | 461954       | 533303        | 0.77           | 774                     | OK         | 1              | frm     | 1         | 1            | 360            | 2013 | 74       | 1      |
| 157     | 538739       | 796752        | 0.66           | 774                     | MA         | 1              | frm     | 1         | 1            | 360            | 2017 | 29       | 1      |
| 158     | 159302       | 297662        | 0.63           | 665                     | CA         | 1              | arm     | 1         | 3            | 360            | 2002 | 210      | 1      |
| 159     | 480908       | 516609        | 0.88           | 793                     | NY         | 1              | frm     | 2         | 1            | 360            | 2012 | 84       | 1      |
| 160     | 50487        | 61923         | 0.47           | 769                     | DE         | 1              | frm     | 1         | 2            | 360            | 2012 | 88       | 1      |
| 161     | 459263       | 485508        | 0.64           | 734                     | IL         | 1              | frm     | 3         | 1            | 360            | 2014 | 62       | 1      |
| 162     | 156281       | 220213        | 0.75           | 704                     | AR         | 1              | arm     | 1         | 3            | 360            | 2006 | 158      | 2      |
| 163     | 639908       | 640113        | 0.78           | 688                     | NY         | 1              | arm     | 1         | 1            | 360            | 2013 | 72       | 1      |
| 164     | 907864       | 950906        | 0.61           | 814                     | CA         | 1              | frm     | 1         | 2            | 360            | 2019 | 4        | 1      |
| 165     | 161978       | 168656        | 0.52           | 798                     | NJ         | 2              | frm     | 2         | 1            | 360            | 2019 | 9        | 1      |
| 166     | 391891       | 464092        | 0.75           | 726                     | TX         | 1              | frm     | 1         | 2            | 358            | 2013 | 82       | 1      |
| 167     | 261666       | 357652        | 0.75           | 769                     | CA         | 1              | frm     | 1         | 2            | 180            | 2016 | 36       | 1      |
| 168     | 19723        | 206413        | 0.45           | 802                     | PA         | 1              | frm     | 1         | 2            | 144            | 2013 | 82       | 1      |
| 169     | 85141        | 106272        | 0.92           | 771                     | AL         | 1              | frm     | 1         | 1            | 180            | 2015 | 50       | 1      |
| 170     | 107382       | 188514        | 0.72           | 634                     | NY         | 1              | frm     | 1         | 2            | 360            | 2003 | 197      | 1      |
| 171     | 204585       | 205762        | 0.86           | 765                     | NC         | 2              | frm     | 1         | 1            | 360            | 2016 | 47       | 1      |
| 172     | 495029       | 509264        | 0.77           | 761                     | MA         | 1              | arm     | 1         | 1            | 360            | 2016 | 36       | 1      |
| 173     | 53347        | 86247         | 1.04           | 667                     | FL         | 1              | frm     | 1         | 1            | 360            | 2003 | 193      | 1      |
| 174     | 717708       | 743192        | 0.61           | 800                     | CA         | 1              | arm     | 1         | 4            | 360            | 2017 | 28       | 1      |
| 175     | 189812       | 200014        | 0.62           | 790                     | WA         | 1              | frm     | 1         | 2            | 180            | 2018 | 21       | 1      |
| 176     | 2554951      | 2554951       | 0.71           | 770                     | FL         | 3              | arm     | 1         | 2            | 360            | 2017 | 30       | 1      |
| 177     | 399926       | 399926        | 0.33           | 773                     | CA         | 1              | arm     | 1         | 1            | 360            | 2015 | 59       | 1      |
| 178     | 614323       | 614323        | 0.87           | 657                     | NY         | 2              | frm     | 2         | 1            | 360            | 2013 | 78       | 1      |
| 179     | 368025       | 421776        | 0.71           | 768                     | NJ         | 1              | arm     | 1         | 1            | 360            | 2015 | 59       | 1      |
| 180     | 87113        | 121192        | 0.85           | 679                     | NM         | 1              | frm     | 1         | 4            | 360            | 2003 | 195      | 1      |
| 181     | 1530460      | 1658789       | 0.63           | 798                     | CA         | 1              | frm     | 2         | 2            | 360            | 2015 | 58       | 1      |
| 182     | 419349       | 429107        | 0.85           | 771                     | VA         | 1              | frm     | 1         | 1            | 360            | 2017 | 35       | 1      |
| 183     | 151052       | 163741        | 0.85           | 676                     | NC         | 1              | frm     | 1         | 1            | 360            | 2015 | 51       | 2      |
| 184     | 442374       | 447350        | 0.75           | 760                     | MD         | 1              | arm     | 1         | 1            | 360            | 2016 | 36       | 1      |
| 185     | 65059        | 61452         | 0.46           | 681                     | CA         | 1              | frm     | 1         | 3            | 360            | 2006 | 159      | 1      |
| 186     | 92851        | 132416        | 0.73           | 696                     | CA         | 3              | arm     | 1         | 3            | 360            | 2008 | 142      | 1      |
| 187     | 543693       | 557193        | 0.5            | 829                     | NJ         | 1              | arm     | 1         | 2            | 360            | 2018 | 17       | 1      |
| 188     | 50428        | 84400         | 0.6            | 815                     | NC         | 1              | frm     | 1         | 2            | 181            | 2012 | 86       | 1      |
| 189     | 81321        | 95841         | 0.61           | 765                     | MI         | 1              | frm     | 1         | 3            | 180            | 2012 | 87       | 1      |
| 190     | 1804346      | 2045955       | 0.75           | 805                     | MA         | 1              | arm     | 2         | 2            | 360            | 2015 | 50       | 1      |
| 191     | 125156       | 218113        | 0.73           | 664                     | CA         | 1              | arm     | 1         | 2            | 360            | 2004 | 184      | 1      |
| 192     | 120138       | 137757        | 0.7            | 819                     | CA         | 2              | frm     | 1         | 1            | 360            | 2014 | 63       | 1      |
| 193     | 308709       | 357975        | 0.86           | 790                     | CA         | 1              | frm     | 1         | 1            | 360            | 2012 | 89       | 1      |
| 194     | 529387       | 538463        | 0.79           | 762                     | NJ         | 1              | frm     | 2         | 1            | 360            | 2018 | 13       | 1      |
| 195     | 95329        | 154104        | 0.84           | 776                     | NJ         | 1              | frm     | 1         | 3            | 180            | 2014 | 65       | 1      |
| 196     | 110162       | 231786        | 0.39           | 788                     | CA         | 1              | frm     | 1         | 3            | 180            | 2010 | 118      | 1      |
| 197     | 714045       | 782823        | 0.57           | 802                     | GA         | 1              | arm     | 1         | 2            | 360            | 2017 | 32       | 1      |
| 198     | 11786        | 34069         | 0.85           | 623                     | MO         | 3              | frm     | 1         | 2            | 120            | 2014 | 71       | 1      |
| 199     | 469966       | 514558        | 0.58           | 767                     | CT         | 1              | frm     | 1         | 2            | 360            | 2013 | 82       | 1      |
| 200     | 653352       | 654412        | 0.63           | 764                     | WA         | 1              | arm     | 1         | 1            | 360            | 2017 | 34       | 1      |