| 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       | 337477       | 360768        | 0.53           | 803                     | VA         | 1              | frm     | 1         | 1            | 360            | 2016 | 37       | 1      |
| 2       | 327187       | 329045        | 0.68           | 727                     | TN         | 2              | frm     | 1         | 1            | 360            | 2014 | 67       | 1      |
| 3       | 35214        | 40291         | 0.48           | 693                     | AL         | 1              | frm     | 4         | 3            | 180            | 2016 | 42       | 1      |
| 4       | 1233810      | 1288710       | 0.71           | 823                     | MO         | 1              | frm     | 1         | 1            | 360            | 2016 | 39       | 1      |
| 5       | 36675        | 53548         | 0.7            | 630                     | TX         | 3              | arm     | 1         | 3            | 360            | 2005 | 177      | 1      |
| 6       | 520255       | 814427        | 0.69           | 750                     | MN         | 1              | frm     | 1         | 3            | 180            | 2017 | 26       | 1      |
| 7       | 167727       | 239925        | 0.74           | 717                     | MI         | 1              | frm     | 1         | 3            | 120            | 2018 | 19       | 1      |
| 8       | 499048       | 591984        | 0.37           | 738                     | CA         | 1              | frm     | 1         | 3            | 360            | 2010 | 109      | 1      |
| 9       | 705311       | 664537        | 0.7            | 674                     | CA         | 1              | frm     | 2         | 3            | 360            | 2007 | 144      | 1      |
| 10      | 184125       | 256944        | 0.6            | 682                     | FL         | 1              | arm     | 1         | 3            | 360            | 2009 | 130      | 1      |
| 11      | 506181       | 545548        | 0.75           | 757                     | NY         | 1              | frm     | 1         | 2            | 360            | 2018 | 23       | 1      |
| 12      | 1356073      | 1356073       | 0.69           | 726                     | CA         | 1              | arm     | 1         | 1            | 360            | 2019 | 10       | 1      |
| 13      | 127349       | 144083        | 0.35           | 645                     | FL         | 1              | arm     | 1         | 3            | 360            | 2002 | 207      | 1      |
| 14      | 1403824      | 1508589       | 0.76           | 777                     | NY         | 1              | frm     | 1         | 1            | 360            | 2015 | 48       | 1      |
| 15      | 453392       | 513991        | 0.77           | 797                     | MA         | 1              | frm     | 1         | 2            | 360            | 2014 | 66       | 1      |
| 16      | 548378       | 1222488       | 0.66           | 765                     | CA         | 2              | frm     | 1         | 1            | 360            | 2017 | 24       | 1      |
| 17      | 143394       | 258958        | 0.67           | 749                     | CA         | 3              | arm     | 1         | 2            | 360            | 2002 | 212      | 1      |
| 18      | 666379       | 715693        | 0.79           | 734                     | OR         | 1              | frm     | 1         | 3            | 360            | 2016 | 38       | 1      |
| 19      | 335321       | 361964        | 0.72           | 778                     | FL         | 2              | arm     | 2         | 1            | 360            | 2017 | 33       | 1      |
| 20      | 31619        | 67022         | 0.32           | 616                     | AR         | 1              | frm     | 1         | 2            | 180            | 2010 | 117      | 1      |
| 21      | 193941       | 276840        | 0.67           | 777                     | PA         | 1              | frm     | 1         | 2            | 360            | 2006 | 166      | 1      |
| 22      | 408770       | 468706        | 0.78           | 783                     | MI         | 2              | frm     | 1         | 1            | 360            | 2013 | 83       | 1      |
| 23      | 109031       | 148496        | 0.72           | 751                     | FL         | 1              | frm     | 1         | 2            | 360            | 2008 | 137      | 1      |
| 24      | 741077       | 775279        | 0.66           | 759                     | CA         | 1              | arm     | 1         | 2            | 360            | 2018 | 14       | 1      |
| 25      | 395731       | 431295        | 0.72           | 738                     | IL         | 1              | frm     | 1         | 2            | 360            | 2013 | 76       | 1      |
| 26      | 677573       | 707578        | 0.76           | 760                     | NY         | 1              | frm     | 1         | 1            | 360            | 2014 | 60       | 1      |
| 27      | 122369       | 125379        | 0.33           | 780                     | NC         | 1              | frm     | 2         | 2            | 360            | 2014 | 67       | 1      |
| 28      | 18802        | 37465         | 0.48           | 748                     | WV         | 1              | frm     | 1         | 2            | 180            | 2009 | 130      | 1      |
| 29      | 119698       | 222753        | 0.55           | 735                     | MD         | 1              | frm     | 1         | 2            | 120            | 2016 | 40       | 1      |
| 30      | 104851       | 174186        | 0.78           | 676                     | CA         | 1              | arm     | 1         | 1            | 360            | 2002 | 213      | 1      |
| 31      | 449419       | 454308        | 0.56           | 743                     | GA         | 1              | frm     | 1         | 3            | 360            | 2018 | 15       | 1      |
| 32      | 217917       | 224294        | 0.58           | 698                     | CO         | 1              | arm     | 1         | 2            | 360            | 2015 | 50       | 1      |
| 33      | 172035       | 181187        | 0.3            | 752                     | GA         | 1              | frm     | 1         | 2            | 360            | 2017 | 32       | 1      |
| 34      | 238873       | 249129        | 0.8            | 780                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2018 | 20       | 1      |
| 35      | 226634       | 263949        | 0.65           | 825                     | RI         | 3              | arm     | 2         | 2            | 360            | 2013 | 78       | 1      |
| 36      | 92046        | 205166        | 0.44           | 736                     | VT         | 1              | frm     | 1         | 3            | 180            | 2009 | 121      | 1      |
| 37      | 100685       | 144958        | 0.4            | 703                     | MN         | 1              | frm     | 1         | 2            | 120            | 2015 | 56       | 1      |
| 38      | 889918       | 917231        | 0.76           | 731                     | CA         | 1              | frm     | 1         | 2            | 360            | 2017 | 32       | 1      |
| 39      | 705118       | 814370        | 0.44           | 789                     | CA         | 1              | frm     | 1         | 2            | 360            | 2012 | 87       | 1      |
| 40      | 399620       | 420857        | 0.7            | 770                     | DC         | 1              | frm     | 2         | 1            | 360            | 2015 | 49       | 1      |
| 41      | 898873       | 990208        | 0.74           | 789                     | VA         | 1              | arm     | 1         | 1            | 360            | 2015 | 57       | 1      |
| 42      | 215622       | 221220        | 0.61           | 728                     | CA         | 3              | frm     | 1         | 2            | 360            | 2018 | 23       | 1      |
| 43      | 313801       | 406020        | 0.66           | 691                     | FL         | 1              | frm     | 1         | 2            | 360            | 2010 | 109      | 1      |
| 44      | 410468       | 424722        | 0.76           | 718                     | MA         | 1              | frm     | 1         | 2            | 360            | 2016 | 36       | 1      |
| 45      | 235735       | 236683        | 0.7            | 775                     | FL         | 2              | frm     | 2         | 1            | 360            | 2019 | 11       | 1      |
| 46      | 31578        | 66270         | 0.33           | 785                     | FL         | 1              | frm     | 1         | 3            | 240            | 2009 | 130      | 1      |
| 47      | 180412       | 195164        | 0.78           | 787                     | CA         | 1              | frm     | 1         | 1            | 360            | 2016 | 41       | 1      |
| 48      | 118667       | 153325        | 0.69           | 642                     | AZ         | 1              | arm     | 1         | 2            | 360            | 2009 | 122      | 1      |
| 49      | 26329        | 80889         | 0.77           | 812                     | FL         | 1              | frm     | 1         | 1            | 180            | 2014 | 67       | 1      |
| 50      | 169465       | 175126        | 0.8            | 702                     | FL         | 1              | arm     | 1         | 3            | 360            | 2018 | 15       | 1      |
| 51      | 62274        | 65721         | 0.45           | 791                     | AR         | 1              | frm     | 1         | 2            | 180            | 2015 | 56       | 1      |
| 52      | 703844       | 703844        | 0.76           | 711                     | IL         | 1              | arm     | 1         | 3            | 360            | 2015 | 57       | 1      |
| 53      | 632914       | 917577        | 0.72           | 791                     | CA         | 1              | frm     | 1         | 2            | 360            | 2005 | 179      | 1      |
| 54      | 1176778      | 1217235       | 0.57           | 780                     | CT         | 1              | arm     | 1         | 2            | 360            | 2019 | 7        | 1      |
| 55      | 54896        | 70917         | 0.44           | 812                     | WA         | 1              | frm     | 1         | 2            | 240            | 2014 | 67       | 1      |
| 56      | 240524       | 276362        | 0.55           | 834                     | NY         | 1              | frm     | 2         | 3            | 360            | 2015 | 58       | 1      |
| 57      | 68736        | 69429         | 0.59           | 802                     | TX         | 1              | frm     | 1         | 2            | 180            | 2018 | 21       | 1      |
| 58      | 40346        | 44976         | 0.46           | 698                     | MI         | 1              | frm     | 1         | 2            | 360            | 2006 | 167      | 1      |
| 59      | 23656        | 46131         | 0.42           | 788                     | WA         | 1              | frm     | 1         | 2            | 120            | 2015 | 59       | 1      |
| 60      | 304696       | 320734        | 0.6            | 812                     | CO         | 1              | frm     | 1         | 2            | 240            | 2018 | 14       | 1      |
| 61      | 556210       | 629080        | 0.76           | 694                     | NY         | 1              | arm     | 1         | 2            | 360            | 2013 | 74       | 1      |
| 62      | 526963       | 526963        | 0.6            | 836                     | CA         | 2              | arm     | 1         | 2            | 360            | 2014 | 65       | 1      |
| 63      | 167603       | 198450        | 0.32           | 825                     | NY         | 1              | frm     | 1         | 3            | 180            | 2017 | 27       | 1      |
| 64      | 755391       | 801045        | 0.76           | 708                     | CA         | 1              | frm     | 1         | 2            | 360            | 2019 | 0        | 1      |
| 65      | 167517       | 177905        | 0.53           | 769                     | TX         | 1              | frm     | 1         | 2            | 180            | 2019 | 10       | 1      |
| 66      | 344545       | 387175        | 0.79           | 747                     | NC         | 1              | frm     | 1         | 2            | 300            | 2013 | 82       | 1      |
| 67      | 135939       | 142454        | 0.64           | 728                     | MI         | 1              | frm     | 1         | 3            | 180            | 2018 | 18       | 1      |
| 68      | 3294         | 38410         | 0.56           | 758                     | FL         | 1              | frm     | 4         | 2            | 180            | 2008 | 143      | 1      |
| 69      | 172382       | 185578        | 0.68           | 789                     | AZ         | 1              | frm     | 1         | 2            | 360            | 2016 | 45       | 1      |
| 70      | 54206        | 64108         | 0.66           | 759                     | PA         | 1              | frm     | 1         | 2            | 360            | 2007 | 155      | 1      |
| 71      | 405429       | 405429        | 0.36           | 794                     | NY         | 1              | arm     | 4         | 3            | 360            | 2019 | 11       | 1      |
| 72      | 730021       | 737244        | 0.59           | 757                     | NC         | 1              | frm     | 1         | 2            | 360            | 2015 | 59       | 1      |
| 73      | 144814       | 172513        | 0.77           | 810                     | FL         | 1              | frm     | 1         | 3            | 360            | 2008 | 132      | 1      |
| 74      | 899779       | 926566        | 0.69           | 764                     | CA         | 1              | frm     | 1         | 1            | 360            | 2013 | 76       | 1      |
| 75      | 228140       | 329131        | 0.77           | 778                     | TN         | 1              | frm     | 1         | 3            | 163            | 2012 | 93       | 1      |
| 76      | 499118       | 521133        | 0.6            | 741                     | CA         | 1              | frm     | 2         | 3            | 360            | 2016 | 45       | 1      |
| 77      | 49329        | 57485         | 0.44           | 775                     | AZ         | 1              | frm     | 1         | 3            | 360            | 2013 | 73       | 1      |
| 78      | 259747       | 274769        | 0.66           | 764                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2016 | 43       | 1      |
| 79      | 221364       | 225251        | 0.71           | 751                     | CA         | 1              | frm     | 1         | 3            | 360            | 2016 | 44       | 1      |
| 80      | 237262       | 246828        | 0.75           | 738                     | TX         | 1              | arm     | 1         | 1            | 360            | 2016 | 41       | 1      |
| 81      | 53457        | 67236         | 0.72           | 653                     | TN         | 1              | arm     | 4         | 4            | 360            | 2007 | 145      | 1      |
| 82      | 94356        | 173211        | 0.74           | 668                     | PA         | 1              | frm     | 1         | 2            | 360            | 2003 | 197      | 1      |
| 83      | 391080       | 399716        | 0.77           | 683                     | CA         | 2              | arm     | 1         | 1            | 360            | 2018 | 23       | 1      |
| 84      | 729191       | 729191        | 0.62           | 697                     | CA         | 1              | arm     | 1         | 2            | 360            | 2019 | 2        | 1      |
| 85      | 411748       | 434058        | 0.75           | 710                     | OR         | 1              | frm     | 1         | 4            | 360            | 2016 | 38       | 1      |
| 86      | 340542       | 1082054       | 0.56           | 682                     | FL         | 1              | frm     | 1         | 1            | 180            | 2016 | 37       | 1      |
| 87      | 1354367      | 1476788       | 0.49           | 731                     | IL         | 1              | frm     | 1         | 1            | 360            | 2019 | 10       | 1      |
| 88      | 1283133      | 1435115       | 0.5            | 791                     | CA         | 1              | frm     | 1         | 1            | 360            | 2011 | 96       | 1      |
| 89      | 673985       | 673985        | 0.63           | 788                     | IL         | 1              | arm     | 1         | 2            | 360            | 2019 | 1        | 1      |
| 90      | 1111660      | 1111660       | 0.59           | 763                     | TX         | 1              | arm     | 1         | 2            | 300            | 2013 | 73       | 1      |
| 91      | 283662       | 303747        | 0.8            | 727                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2016 | 40       | 1      |
| 92      | 145459       | 236202        | 0.45           | 740                     | VA         | 1              | frm     | 1         | 3            | 180            | 2014 | 69       | 1      |
| 93      | 530583       | 734412        | 0.5            | 741                     | CA         | 1              | arm     | 1         | 2            | 360            | 2005 | 179      | 1      |
| 94      | 605756       | 607805        | 0.79           | 686                     | NY         | 1              | arm     | 2         | 1            | 360            | 2011 | 101      | 1      |
| 95      | 55957        | 67751         | 0.74           | 673                     | IL         | 1              | frm     | 1         | 2            | 180            | 2015 | 59       | 1      |
| 96      | 8000         | 27395         | 0.43           | 690                     | AL         | 1              | frm     | 1         | 2            | 120            | 2011 | 104      | 1      |
| 97      | 705066       | 711496        | 0.78           | 794                     | CA         | 1              | frm     | 1         | 1            | 360            | 2017 | 31       | 1      |
| 98      | 294332       | 302215        | 0.73           | 741                     | NY         | 1              | arm     | 1         | 1            | 360            | 2017 | 25       | 1      |
| 99      | 387143       | 387143        | 0.72           | 699                     | TX         | 2              | frm     | 1         | 3            | 360            | 2017 | 24       | 1      |
| 100     | 329466       | 355847        | 0.74           | 754                     | CA         | 1              | frm     | 1         | 2            | 360            | 2017 | 30       | 1      |
| 101     | 516421       | 518667        | 0.45           | 787                     | NY         | 1              | frm     | 2         | 1            | 360            | 2019 | 3        | 1      |
| 102     | 148745       | 169301        | 0.57           | 794                     | CO         | 1              | frm     | 1         | 2            | 360            | 2013 | 76       | 1      |
| 103     | 112655       | 114089        | 0.61           | 687                     | VA         | 3              | frm     | 1         | 2            | 360            | 2010 | 117      | 1      |
| 104     | 195363       | 209957        | 0.74           | 803                     | CO         | 1              | frm     | 1         | 1            | 360            | 2016 | 41       | 1      |
| 105     | 19305        | 59149         | 0.66           | 750                     | GA         | 1              | frm     | 1         | 3            | 182            | 2008 | 134      | 1      |
| 106     | 101559       | 392547        | 0.54           | 756                     | CA         | 3              | frm     | 3         | 2            | 180            | 2016 | 44       | 1      |
| 107     | 57719        | 85885         | 0.59           | 841                     | NJ         | 1              | frm     | 2         | 2            | 180            | 2013 | 75       | 1      |
| 108     | 81672        | 84545         | 0.62           | 746                     | PA         | 1              | frm     | 1         | 3            | 360            | 2018 | 18       | 1      |
| 109     | 36304        | 596927        | 0.6            | 762                     | RI         | 2              | arm     | 1         | 2            | 360            | 2013 | 74       | 1      |
| 110     | 110461       | 131917        | 0.64           | 735                     | OH         | 1              | frm     | 1         | 2            | 180            | 2016 | 41       | 1      |
| 111     | 899642       | 1148477       | 0.73           | 752                     | MA         | 2              | arm     | 2         | 1            | 360            | 2014 | 61       | 1      |
| 112     | 1212634      | 1281230       | 0.78           | 799                     | CA         | 1              | frm     | 3         | 2            | 360            | 2018 | 19       | 1      |
| 113     | 46528        | 70127         | 0.59           | 771                     | FL         | 1              | arm     | 1         | 1            | 360            | 2006 | 159      | 1      |
| 114     | 271671       | 413900        | 0.71           | 681                     | VA         | 1              | frm     | 1         | 1            | 360            | 2006 | 166      | 1      |
| 115     | 122466       | 131575        | 0.62           | 769                     | TN         | 1              | frm     | 1         | 2            | 180            | 2016 | 42       | 1      |
| 116     | 42696        | 79961         | 0.68           | 800                     | OH         | 1              | frm     | 1         | 2            | 144            | 2013 | 80       | 1      |
| 117     | 103210       | 248707        | 0.42           | 782                     | VT         | 1              | frm     | 1         | 2            | 180            | 2013 | 74       | 1      |
| 118     | 82707        | 95784         | 0.5            | 705                     | OR         | 1              | frm     | 1         | 3            | 360            | 2011 | 97       | 1      |
| 119     | 40336        | 58916         | 0.67           | 787                     | NY         | 1              | frm     | 1         | 2            | 180            | 2014 | 70       | 1      |
| 120     | 209779       | 226719        | 0.78           | 749                     | MO         | 1              | frm     | 1         | 2            | 180            | 2017 | 30       | 1      |
| 121     | 48226        | 118317        | 0.68           | 692                     | MA         | 1              | arm     | 1         | 3            | 360            | 2006 | 159      | 1      |
| 122     | 235219       | 235218        | 0.35           | 835                     | CT         | 1              | arm     | 1         | 3            | 360            | 2018 | 18       | 1      |
| 123     | 566287       | 616113        | 0.75           | 761                     | VA         | 1              | frm     | 1         | 2            | 360            | 2017 | 35       | 1      |
| 124     | 35997        | 58208         | 0.77           | 787                     | OH         | 1              | frm     | 1         | 2            | 180            | 2011 | 97       | 1      |
| 125     | 460091       | 460091        | 0.54           | 740                     | NJ         | 1              | arm     | 1         | 1            | 360            | 2016 | 37       | 1      |
| 126     | 751656       | 850458        | 0.5            | 745                     | CA         | 1              | arm     | 1         | 2            | 360            | 2016 | 45       | 1      |
| 127     | 1021776      | 1073880       | 0.76           | 784                     | CA         | 1              | arm     | 1         | 1            | 360            | 2016 | 43       | 1      |
| 128     | 80108        | 111879        | 0.65           | 696                     | FL         | 1              | arm     | 1         | 2            | 360            | 2002 | 207      | 1      |
| 129     | 421679       | 454015        | 0.79           | 778                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2017 | 33       | 1      |
| 130     | 143510       | 223309        | 0.67           | 844                     | OH         | 1              | frm     | 1         | 2            | 180            | 2014 | 65       | 1      |
| 131     | 54672        | 62363         | 0.37           | 763                     | NH         | 1              | frm     | 1         | 2            | 360            | 2016 | 47       | 1      |
| 132     | 229287       | 247333        | 0.66           | 769                     | CA         | 1              | frm     | 1         | 2            | 360            | 2015 | 59       | 1      |
| 133     | 134427       | 306929        | 0.43           | 770                     | NY         | 1              | frm     | 1         | 3            | 180            | 2011 | 106      | 1      |
| 134     | 48992        | 52407         | 0.71           | 732                     | NY         | 1              | frm     | 1         | 1            | 360            | 2017 | 34       | 1      |
| 135     | 692054       | 873086        | 0.45           | 769                     | VA         | 1              | frm     | 1         | 2            | 180            | 2015 | 55       | 1      |
| 136     | 97442        | 294374        | 0.43           | 732                     | CA         | 1              | frm     | 1         | 2            | 180            | 2010 | 115      | 1      |
| 137     | 99054        | 114196        | 0.76           | 753                     | MI         | 1              | frm     | 1         | 2            | 240            | 2015 | 49       | 1      |
| 138     | 87793        | 218289        | 0.53           | 669                     | FL         | 1              | frm     | 1         | 3            | 180            | 2014 | 68       | 1      |
| 139     | 232648       | 249207        | 0.67           | 778                     | IN         | 1              | frm     | 1         | 1            | 360            | 2015 | 50       | 1      |
| 140     | 205834       | 245229        | 0.68           | 803                     | FL         | 1              | frm     | 1         | 2            | 360            | 2015 | 53       | 1      |
| 141     | 119504       | 314427        | 0.58           | 734                     | NY         | 1              | frm     | 1         | 3            | 180            | 2009 | 129      | 1      |
| 142     | 256172       | 1044828       | 0.79           | 754                     | FL         | 1              | arm     | 1         | 1            | 360            | 2018 | 12       | 1      |
| 143     | 367162       | 501361        | 0.71           | 695                     | CA         | 1              | arm     | 1         | 3            | 360            | 2009 | 124      | 1      |
| 144     | 566279       | 566279        | 0.78           | 763                     | CA         | 1              | arm     | 2         | 3            | 360            | 2016 | 45       | 1      |
| 145     | 418266       | 474933        | 0.51           | 756                     | FL         | 2              | arm     | 1         | 2            | 360            | 2015 | 52       | 1      |
| 146     | 1044790      | 1730013       | 0.71           | 733                     | MA         | 1              | frm     | 1         | 1            | 360            | 2014 | 67       | 1      |
| 147     | 284434       | 317952        | 0.38           | 774                     | CA         | 1              | frm     | 1         | 2            | 360            | 2014 | 71       | 1      |
| 148     | 81657        | 97722         | 0.67           | 742                     | AL         | 1              | frm     | 1         | 2            | 180            | 2014 | 60       | 1      |
| 149     | 532350       | 552641        | 0.5            | 766                     | CA         | 1              | frm     | 1         | 1            | 360            | 2016 | 40       | 1      |
| 150     | 1950801      | 1991033       | 0.65           | 766                     | CA         | 1              | arm     | 2         | 1            | 360            | 2017 | 31       | 1      |
| 151     | 115287       | 181410        | 0.54           | 783                     | MI         | 2              | frm     | 2         | 2            | 180            | 2014 | 68       | 1      |
| 152     | 43340        | 60795         | 0.47           | 762                     | OH         | 1              | frm     | 1         | 4            | 180            | 2015 | 56       | 1      |
| 153     | 75930        | 85160         | 0.36           | 763                     | FL         | 1              | frm     | 1         | 4            | 180            | 2018 | 22       | 1      |
| 154     | 736190       | 783320        | 0.49           | 792                     | CA         | 1              | frm     | 1         | 3            | 360            | 2018 | 12       | 1      |
| 155     | 637678       | 687901        | 0.58           | 682                     | CA         | 1              | frm     | 1         | 2            | 360            | 2014 | 63       | 1      |
| 156     | 653472       | 653472        | 0.65           | 817                     | NY         | 1              | arm     | 2         | 3            | 360            | 2015 | 53       | 1      |
| 157     | 227023       | 231083        | 0.78           | 744                     | NY         | 1              | frm     | 2         | 1            | 360            | 2016 | 39       | 1      |
| 158     | 57830        | 86554         | 0.73           | 689                     | IA         | 1              | frm     | 1         | 2            | 180            | 2015 | 49       | 1      |
| 159     | 659639       | 662173        | 0.77           | 769                     | CO         | 1              | frm     | 1         | 1            | 360            | 2019 | 11       | 1      |
| 160     | 590431       | 666947        | 0.4            | 811                     | PA         | 1              | frm     | 1         | 2            | 360            | 2016 | 46       | 1      |
| 161     | 342395       | 342395        | 0.68           | 794                     | AZ         | 3              | arm     | 3         | 1            | 360            | 2018 | 16       | 1      |
| 162     | 544650       | 590875        | 0.76           | 674                     | NJ         | 1              | arm     | 1         | 2            | 360            | 2018 | 16       | 1      |
| 163     | 297768       | 415550        | 0.46           | 794                     | CT         | 1              | frm     | 1         | 2            | 180            | 2016 | 43       | 1      |
| 164     | 766639       | 959554        | 0.76           | 769                     | MN         | 1              | frm     | 1         | 3            | 360            | 2013 | 82       | 1      |
| 165     | 277531       | 300292        | 0.66           | 767                     | NY         | 1              | frm     | 1         | 2            | 360            | 2012 | 89       | 1      |
| 166     | 771082       | 816316        | 0.77           | 828                     | IL         | 1              | frm     | 1         | 2            | 360            | 2013 | 79       | 1      |
| 167     | 59870        | 124897        | 0.66           | 780                     | VA         | 1              | frm     | 1         | 2            | 240            | 2008 | 142      | 1      |
| 168     | 384117       | 593941        | 0.5            | 790                     | CA         | 1              | frm     | 1         | 3            | 180            | 2012 | 92       | 1      |
| 169     | 148916       | 149612        | 0.74           | 808                     | TN         | 1              | arm     | 1         | 1            | 360            | 2019 | 6        | 1      |
| 170     | 414904       | 477230        | 0.46           | 791                     | CA         | 1              | arm     | 1         | 1            | 360            | 2016 | 40       | 1      |
| 171     | 464608       | 492162        | 0.76           | 770                     | NY         | 1              | frm     | 1         | 1            | 360            | 2015 | 50       | 1      |
| 172     | 825664       | 872081        | 0.59           | 806                     | NY         | 1              | frm     | 2         | 2            | 360            | 2017 | 27       | 1      |
| 173     | 273707       | 292323        | 0.49           | 799                     | NY         | 1              | arm     | 1         | 3            | 360            | 2017 | 24       | 1      |
| 174     | 1343915      | 1343915       | 0.79           | 781                     | NY         | 1              | arm     | 2         | 1            | 180            | 2018 | 14       | 1      |
| 175     | 568835       | 618664        | 0.66           | 752                     | GA         | 1              | frm     | 1         | 1            | 360            | 2016 | 42       | 1      |
| 176     | 45483        | 59704         | 0.51           | 665                     | GA         | 1              | frm     | 4         | 3            | 360            | 2010 | 119      | 1      |
| 177     | 1342616      | 1365991       | 0.67           | 753                     | CA         | 1              | arm     | 1         | 3            | 360            | 2018 | 15       | 1      |
| 178     | 497401       | 572298        | 0.55           | 757                     | IL         | 1              | arm     | 1         | 1            | 360            | 2012 | 93       | 1      |
| 179     | 82616        | 124518        | 0.65           | 691                     | TX         | 1              | frm     | 1         | 3            | 180            | 2016 | 46       | 1      |
| 180     | 360077       | 548587        | 0.4            | 818                     | DC         | 3              | arm     | 1         | 2            | 360            | 2018 | 19       | 1      |
| 181     | 19339        | 31551         | 0.73           | 699                     | CT         | 3              | arm     | 1         | 1            | 360            | 2007 | 153      | 1      |
| 182     | 754233       | 767021        | 0.5            | 798                     | CA         | 1              | frm     | 1         | 1            | 360            | 2019 | 6        | 1      |
| 183     | 1326917      | 1374801       | 0.65           | 785                     | NC         | 1              | frm     | 1         | 1            | 300            | 2016 | 41       | 1      |
| 184     | 374365       | 398605        | 0.67           | 693                     | CA         | 1              | frm     | 1         | 1            | 360            | 2015 | 48       | 1      |
| 185     | 206536       | 220538        | 0.65           | 752                     | CA         | 1              | frm     | 3         | 2            | 360            | 2015 | 52       | 1      |
| 186     | 42114        | 48871         | 0.76           | 770                     | WV         | 1              | frm     | 1         | 3            | 180            | 2015 | 55       | 1      |
| 187     | 205642       | 241795        | 0.58           | 776                     | NH         | 1              | frm     | 2         | 1            | 180            | 2018 | 18       | 1      |
| 188     | 607668       | 608500        | 0.78           | 770                     | GA         | 1              | frm     | 1         | 1            | 360            | 2017 | 29       | 1      |
| 189     | 100057       | 138960        | 0.74           | 669                     | CT         | 1              | frm     | 1         | 1            | 349            | 2009 | 126      | 1      |
| 190     | 314265       | 348750        | 0.56           | 731                     | CA         | 1              | frm     | 1         | 1            | 360            | 2012 | 88       | 1      |
| 191     | 67564        | 102151        | 0.73           | 839                     | TN         | 1              | frm     | 1         | 2            | 216            | 2010 | 115      | 1      |
| 192     | 612035       | 619727        | 0.68           | 778                     | WA         | 1              | arm     | 2         | 1            | 360            | 2018 | 21       | 1      |
| 193     | 69535        | 112624        | 0.69           | 794                     | TX         | 1              | frm     | 1         | 4            | 240            | 2007 | 144      | 1      |
| 194     | 388653       | 397667        | 0.8            | 771                     | CA         | 1              | frm     | 1         | 1            | 360            | 2019 | 8        | 1      |
| 195     | 1192349      | 1208630       | 0.62           | 739                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 71       | 1      |
| 196     | 1419348      | 1487783       | 0.78           | 821                     | MA         | 1              | frm     | 1         | 1            | 360            | 2019 | 3        | 1      |
| 197     | 831897       | 982493        | 0.61           | 716                     | NC         | 2              | arm     | 1         | 3            | 360            | 2008 | 132      | 1      |
| 198     | 164277       | 342693        | 0.52           | 771                     | CA         | 1              | frm     | 1         | 3            | 180            | 2015 | 56       | 1      |
| 199     | 884557       | 884558        | 0.73           | 756                     | FL         | 1              | arm     | 1         | 2            | 360            | 2019 | 5        | 1      |
| 200     | 555065       | 558819        | 0.4            | 728                     | CA         | 1              | frm     | 1         | 3            | 360            | 2017 | 29       | 1      |