| 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       | 369386.0     | 395536.0      | 0.89           | 773                     | AZ         | 1              | frm     | 1         | 3            | 360            | 2015 | 45       | 1      |
| 2       | 84066.0      | 219147.0      | 0.77           | 710                     | PA         | 3              | frm     | 3         | 2            | 180            | 2008 | 124      | 1      |
| 3       | 571662.0     | 573526.0      | 0.69           | 774                     | FL         | 1              | frm     | 1         | 1            | 360            | 2014 | 50       | 1      |
| 4       | 244203.0     | 244897.0      | 0.82           | 770                     | IL         | 1              | frm     | 1         | 1            | 360            | 2016 | 31       | 1      |
| 5       | 58341.0      | 64114.0       | 0.92           | 763                     | IL         | 1              | frm     | 1         | 1            | 360            | 2013 | 66       | 1      |
| 6       | 685976.0     | 1146508.0     | 0.66           | 776                     | MA         | 1              | frm     | 1         | 1            | 360            | 2015 | 36       | 1      |
| 7       | 40355.0      | 88446.0       | 0.46           | 789                     | OH         | 1              | frm     | 1         | 2            | 120            | 2012 | 72       | 1      |
| 8       | 14303.0      | 43243.0       | 0.38           | 780                     | MI         | 1              | frm     | 1         | 2            | 180            | 2008 | 121      | 1      |
| 9       | 110150.0     | 179158.0      | 0.51           | 788                     | CA         | 1              | frm     | 1         | 2            | 180            | 2011 | 92       | 1      |
| 10      | 469808.0     | 488700.0      | 0.81           | 796                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2017 | 19       | 1      |
| 11      | 786580.0     | 807870.0      | 0.82           | 711                     | MA         | 2              | arm     | 1         | 1            | 360            | 2014 | 55       | 1      |
| 12      | 85783.0      | 86117.0       | 1.16           | 744                     | WI         | 1              | frm     | 1         | 1            | 360            | 2017 | 22       | 1      |
| 13      | 208846.0     | 229977.0      | 0.8            | 673                     | DC         | 1              | frm     | 2         | 1            | 480            | 2009 | 114      | 1      |
| 14      | 118387.0     | 122167.0      | 0.91           | 812                     | MD         | 1              | frm     | 1         | 2            | 360            | 2018 | 3        | 1      |
| 15      | 925937.0     | 938157.0      | 0.56           | 793                     | CA         | 1              | arm     | 1         | 1            | 360            | 2018 | 4        | 1      |
| 16      | 790395.0     | 852764.0      | 0.73           | 779                     | CA         | 1              | arm     | 2         | 2            | 360            | 2018 | 2        | 1      |
| 17      | 6206.0       | 115221.0      | 0.64           | 705                     | TX         | 1              | frm     | 1         | 4            | 180            | 2006 | 146      | 1      |
| 18      | 41103.0      | 69777.0       | 0.73           | 697                     | AL         | 1              | frm     | 1         | 3            | 360            | 2005 | 159      | 1      |
| 19      | 330266.0     | 494271.0      | 1.03           | 786                     | NJ         | 1              | arm     | 2         | 1            | 360            | 2008 | 128      | 1      |
| 20      | 27191.0      | 82378.0       | 0.69           | 673                     | NH         | 1              | frm     | 2         | 3            | 180            | 2007 | 141      | 1      |
| 21      | 73795.0      | 123796.0      | 0.76           | 749                     | IL         | 1              | arm     | 2         | 1            | 360            | 2006 | 147      | 1      |
| 22      | 154178.0     | 158628.0      | 0.34           | 727                     | NY         | 1              | frm     | 1         | 2            | 360            | 2014 | 59       | 1      |
| 23      | 14112.0      | 62366.0       | 0.54           | 807                     | OH         | 1              | frm     | 1         | 4            | 240            | 2000 | 218      | 1      |
| 24      | 272320.0     | 294779.0      | 0.55           | 731                     | FL         | 2              | frm     | 1         | 2            | 180            | 2018 | 9        | 1      |
| 25      | 271132.0     | 303210.0      | 0.67           | 772                     | CA         | 1              | frm     | 2         | 2            | 360            | 2012 | 80       | 1      |
| 26      | 119338.0     | 134373.0      | 0.95           | 647                     | TN         | 1              | frm     | 4         | 2            | 360            | 2006 | 150      | 1      |
| 27      | 475545.0     | 547460.0      | 0.65           | 813                     | CO         | 1              | frm     | 1         | 2            | 360            | 2014 | 58       | 1      |
| 28      | 194695.0     | 230314.0      | 0.88           | 749                     | MI         | 1              | frm     | 1         | 2            | 180            | 2015 | 36       | 1      |
| 29      | 700041.0     | 1140600.0     | 0.79           | 741                     | NY         | 1              | arm     | 2         | 1            | 360            | 2010 | 105      | 1      |
| 30      | 11956.0      | 160812.0      | 0.82           | 751                     | TX         | 1              | frm     | 1         | 3            | 360            | 2009 | 110      | 1      |
| 31      | 994662.0     | 1022599.0     | 0.66           | 689                     | WA         | 1              | arm     | 1         | 1            | 360            | 2016 | 35       | 1      |
| 32      | 257081.0     | 321970.0      | 0.86           | 805                     | PA         | 1              | frm     | 1         | 1            | 360            | 2006 | 146      | 1      |
| 33      | 921641.0     | 1014682.0     | 0.53           | 787                     | WI         | 1              | arm     | 1         | 1            | 360            | 2015 | 36       | 1      |
| 34      | 195544.0     | 232046.0      | 0.9            | 684                     | NE         | 1              | arm     | 1         | 3            | 480            | 2008 | 125      | 1      |
| 35      | 108933.0     | 127057.0      | 0.77           | 742                     | NY         | 1              | frm     | 1         | 3            | 360            | 2010 | 101      | 1      |
| 36      | 671157.0     | 691003.0      | 0.64           | 764                     | CT         | 1              | arm     | 1         | 1            | 360            | 2018 | 9        | 1      |
| 37      | 694937.0     | 703320.0      | 0.42           | 676                     | CA         | 1              | arm     | 1         | 3            | 360            | 2014 | 49       | 1      |
| 38      | 31608.0      | 36520.0       | 0.55           | 694                     | ID         | 1              | frm     | 1         | 2            | 241            | 2013 | 66       | 1      |
| 39      | 414697.0     | 450442.0      | 0.68           | 811                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2012 | 74       | 1      |
| 40      | 106132.0     | 182177.0      | 0.46           | 695                     | FL         | 1              | frm     | 1         | 3            | 360            | 2009 | 118      | 1      |
| 41      | 139265.0     | 124782.0      | 0.28           | 799                     | CA         | 1              | frm     | 1         | 2            | 240            | 2017 | 22       | 1      |
| 42      | 265376.0     | 277463.0      | 0.66           | 784                     | CA         | 1              | frm     | 1         | 2            | 360            | 2013 | 60       | 1      |
| 43      | 76842.0      | 108926.0      | 0.7            | 734                     | IL         | 1              | frm     | 1         | 2            | 120            | 2018 | 6        | 1      |
| 44      | 39053.0      | 77966.0       | 0.47           | 785                     | NC         | 1              | frm     | 1         | 2            | 180            | 2009 | 108      | 1      |
| 45      | 5505.0       | 46980.0       | 0.35           | 810                     | OH         | 1              | frm     | 1         | 2            | 180            | 2011 | 84       | 1      |
| 46      | 74773.0      | 104514.0      | 0.78           | 752                     | TX         | 1              | arm     | 1         | 1            | 360            | 2003 | 188      | 1      |
| 47      | 217653.0     | 222473.0      | 0.84           | 708                     | MA         | 1              | frm     | 1         | 1            | 360            | 2016 | 31       | 1      |
| 48      | 566069.0     | 652886.0      | 0.62           | 776                     | FL         | 1              | arm     | 2         | 3            | 360            | 2015 | 44       | 1      |
| 49      | 30199.0      | 41357.0       | 0.9            | 744                     | FL         | 3              | frm     | 2         | 1            | 360            | 2007 | 138      | 1      |
| 50      | 327776.0     | 407704.0      | 0.61           | 635                     | CA         | 1              | arm     | 2         | 1            | 360            | 2010 | 98       | 1      |
| 51      | 201650.0     | 300910.0      | 0.82           | 755                     | MI         | 1              | frm     | 1         | 2            | 180            | 2011 | 88       | 1      |
| 52      | 145140.0     | 180195.0      | 0.39           | 787                     | PA         | 1              | frm     | 2         | 1            | 360            | 2017 | 15       | 1      |
| 53      | 455024.0     | 497488.0      | 0.82           | 724                     | FL         | 1              | frm     | 1         | 1            | 360            | 2013 | 69       | 1      |
| 54      | 24245.0      | 25891.0       | 0.35           | 687                     | PA         | 1              | frm     | 1         | 2            | 360            | 2015 | 38       | 1      |
| 55      | 637981.0     | 648469.0      | 0.79           | 756                     | CA         | 1              | frm     | 2         | 1            | 360            | 2018 | 0        | 1      |
| 56      | 507376.0     | 565188.0      | 0.75           | 726                     | GA         | 1              | frm     | 1         | 1            | 360            | 2011 | 86       | 1      |
| 57      | 1066755.0    | 1066755.0     | 0.77           | 813                     | TX         | 1              | arm     | 1         | 1            | 360            | 2016 | 30       | 1      |
| 58      | 428114.0     | 707048.0      | 0.74           | 756                     | CA         | 2              | frm     | 1         | 1            | 360            | 2009 | 113      | 1      |
| 59      | 72262.0      | 90927.0       | 0.92           | 638                     | IL         | 1              | arm     | 1         | 3            | 360            | 2007 | 133      | 1      |
| 60      | 159027.0     | 200295.0      | 0.58           | 662                     | CA         | 1              | frm     | 1         | 1            | 360            | 2012 | 76       | 1      |
| 61      | 714823.0     | 733586.0      | 0.75           | 805                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2017 | 18       | 1      |
| 62      | 864703.0     | 925171.0      | 0.61           | 738                     | CA         | 1              | frm     | 1         | 2            | 360            | 2015 | 41       | 1      |
| 63      | 110725.0     | 118733.0      | 0.42           | 754                     | OR         | 1              | frm     | 1         | 2            | 240            | 2017 | 12       | 1      |
| 64      | 392927.0     | 443241.0      | 0.69           | 654                     | CA         | 3              | frm     | 3         | 3            | 360            | 2006 | 147      | 1      |
| 65      | 1582753.0    | 1786699.0     | 0.72           | 733                     | WA         | 1              | frm     | 1         | 1            | 360            | 2012 | 73       | 1      |
| 66      | 417863.0     | 421971.0      | 0.65           | 743                     | CA         | 1              | frm     | 1         | 1            | 360            | 2015 | 38       | 1      |
| 67      | 108544.0     | 169165.0      | 0.65           | 767                     | TX         | 1              | frm     | 1         | 4            | 360            | 2006 | 144      | 1      |
| 68      | 259141.0     | 369268.0      | 0.6            | 627                     | TX         | 1              | arm     | 1         | 3            | 360            | 2004 | 174      | 1      |
| 69      | 370841.0     | 446003.0      | 0.95           | 684                     | MD         | 1              | frm     | 1         | 1            | 360            | 2010 | 100      | 1      |
| 70      | 39938.0      | 46458.0       | 0.71           | 740                     | VT         | 1              | frm     | 4         | 3            | 360            | 2014 | 53       | 1      |
| 71      | 16493.0      | 37495.0       | 0.64           | 717                     | NC         | 1              | frm     | 1         | 4            | 180            | 2013 | 63       | 1      |
| 72      | 59232.0      | 64486.0       | 0.41           | 798                     | WA         | 1              | frm     | 1         | 2            | 240            | 2014 | 55       | 1      |
| 73      | 191085.0     | 219323.0      | 0.64           | 777                     | UT         | 1              | frm     | 1         | 2            | 180            | 2015 | 39       | 1      |
| 74      | 147593.0     | 159415.0      | 0.64           | 795                     | TX         | 1              | frm     | 1         | 3            | 360            | 2014 | 51       | 1      |
| 75      | 293461.0     | 379644.0      | 0.58           | 836                     | FL         | 2              | frm     | 1         | 3            | 180            | 2013 | 62       | 1      |
| 76      | 101070.0     | 111673.0      | 0.77           | 727                     | GA         | 1              | frm     | 1         | 2            | 216            | 2015 | 47       | 1      |
| 77      | 887086.0     | 929461.0      | 0.78           | 763                     | MA         | 1              | frm     | 1         | 1            | 360            | 2017 | 12       | 1      |
| 78      | 39876.0      | 42184.0       | 0.7            | 781                     | MO         | 1              | frm     | 1         | 2            | 240            | 2017 | 21       | 1      |
| 79      | 38807.0      | 120247.0      | 0.57           | 812                     | WV         | 1              | frm     | 1         | 2            | 120            | 2011 | 90       | 1      |
| 80      | 1037148.0    | 1113145.0     | 0.46           | 775                     | NY         | 1              | frm     | 2         | 1            | 360            | 2012 | 74       | 1      |
| 81      | 20055.0      | 45630.0       | 0.54           | 804                     | IN         | 1              | frm     | 1         | 2            | 120            | 2014 | 59       | 1      |
| 82      | 179723.0     | 212450.0      | 0.67           | 684                     | NY         | 1              | frm     | 1         | 2            | 360            | 2011 | 92       | 1      |
| 83      | 1142300.0    | 1186084.0     | 0.44           | 716                     | CA         | 1              | frm     | 1         | 3            | 360            | 2018 | 3        | 1      |
| 84      | 70233.0      | 99368.0       | 0.6            | 780                     | FL         | 1              | frm     | 1         | 3            | 180            | 2014 | 52       | 1      |
| 85      | 22910.0      | 62522.0       | 0.24           | 785                     | NJ         | 1              | frm     | 1         | 2            | 144            | 2009 | 115      | 1      |
| 86      | 135258.0     | 147792.0      | 0.87           | 681                     | NY         | 1              | frm     | 1         | 3            | 180            | 2018 | 8        | 1      |
| 87      | 342590.0     | 423654.0      | 0.88           | 698                     | TX         | 1              | arm     | 1         | 1            | 360            | 2009 | 110      | 1      |
| 88      | 28985.0      | 29350.0       | 0.45           | 818                     | NY         | 1              | frm     | 1         | 2            | 240            | 2017 | 14       | 1      |
| 89      | 223234.0     | 242271.0      | 0.97           | 636                     | LA         | 1              | frm     | 1         | 1            | 360            | 2004 | 172      | 1      |
| 90      | 68690.0      | 79699.0       | 0.75           | 830                     | TX         | 1              | frm     | 1         | 1            | 360            | 2009 | 110      | 1      |
| 91      | 561054.0     | 604431.0      | 0.67           | 772                     | CA         | 1              | frm     | 1         | 2            | 360            | 2012 | 77       | 1      |
| 92      | 566955.0     | 590708.0      | 0.49           | 789                     | CO         | 1              | arm     | 1         | 3            | 360            | 2015 | 42       | 1      |
| 93      | 70507.0      | 77877.0       | 0.84           | 760                     | WI         | 1              | frm     | 1         | 2            | 360            | 2015 | 44       | 1      |
| 94      | 346864.0     | 398970.0      | 0.8            | 756                     | IN         | 1              | arm     | 1         | 1            | 360            | 2010 | 99       | 1      |
| 95      | 280135.0     | 291629.0      | 0.55           | 732                     | CA         | 1              | frm     | 1         | 2            | 360            | 2018 | 6        | 1      |
| 96      | 115818.0     | 188307.0      | 0.59           | 822                     | CA         | 1              | frm     | 1         | 4            | 180            | 2010 | 97       | 1      |
| 97      | 40013.0      | 86183.0       | 0.54           | 780                     | MI         | 1              | frm     | 1         | 2            | 180            | 2010 | 101      | 1      |
| 98      | 30031.0      | 34859.0       | 0.12           | 769                     | VA         | 1              | frm     | 1         | 4            | 73             | 2016 | 33       | 1      |
| 99      | 1166882.0    | 1210132.0     | 0.73           | 812                     | CA         | 1              | arm     | 1         | 1            | 360            | 2017 | 19       | 1      |
| 100     | 48145.0      | 61774.0       | 0.57           | 794                     | VA         | 1              | frm     | 1         | 2            | 180            | 2015 | 41       | 1      |
| 101     | 58802.0      | 83295.0       | 0.8            | 692                     | NC         | 1              | frm     | 1         | 1            | 360            | 2004 | 171      | 1      |
| 102     | 54279.0      | 378971.0      | 0.49           | 800                     | CA         | 1              | frm     | 1         | 1            | 180            | 2010 | 102      | 1      |
| 103     | 116130.0     | 196678.0      | 0.32           | 782                     | OH         | 1              | frm     | 1         | 2            | 72             | 2016 | 33       | 1      |
| 104     | 54888.0      | 94792.0       | 0.96           | 685                     | TX         | 1              | arm     | 1         | 1            | 360            | 2006 | 149      | 1      |
| 105     | 48599.0      | 57482.0       | 0.79           | 633                     | IL         | 1              | frm     | 1         | 4            | 360            | 2006 | 146      | 1      |
| 106     | 603928.0     | 650813.0      | 0.69           | 759                     | IL         | 1              | arm     | 1         | 2            | 180            | 2014 | 50       | 1      |
| 107     | 297621.0     | 311744.0      | 0.67           | 822                     | CA         | 1              | frm     | 2         | 1            | 360            | 2017 | 22       | 1      |
| 108     | 1020345.0    | 1059874.0     | 0.85           | 801                     | NJ         | 2              | frm     | 2         | 1            | 360            | 2017 | 21       | 1      |
| 109     | 231199.0     | 295631.0      | 1.04           | 655                     | MO         | 1              | arm     | 1         | 3            | 360            | 2008 | 128      | 1      |
| 110     | 224374.0     | 248182.0      | 0.99           | 606                     | TX         | 1              | frm     | 1         | 2            | 180            | 2006 | 145      | 1      |
| 111     | 247291.0     | 254821.0      | 0.43           | 793                     | CA         | 2              | arm     | 1         | 1            | 360            | 2015 | 47       | 1      |
| 112     | 513321.0     | 513321.0      | 0.62           | 737                     | DC         | 1              | arm     | 1         | 2            | 360            | 2017 | 15       | 1      |
| 113     | 96614.0      | 126638.0      | 0.7            | 750                     | AR         | 1              | frm     | 1         | 2            | 240            | 2012 | 81       | 1      |
| 114     | 191985.0     | 204358.0      | 0.62           | 730                     | MO         | 1              | arm     | 1         | 2            | 360            | 2016 | 30       | 1      |
| 115     | 58594.0      | 125834.0      | 0.47           | 786                     | MN         | 1              | frm     | 1         | 2            | 120            | 2013 | 63       | 1      |
| 116     | 17469.0      | 35004.0       | 0.73           | 695                     | CA         | 3              | arm     | 2         | 1            | 360            | 2004 | 174      | 1      |
| 117     | 212665.0     | 312318.0      | 0.75           | 771                     | MN         | 1              | frm     | 1         | 1            | 360            | 2004 | 172      | 1      |
| 118     | 398592.0     | 405318.0      | 0.79           | 781                     | AZ         | 3              | frm     | 1         | 2            | 360            | 2016 | 33       | 1      |
| 119     | 764817.0     | 807759.0      | 0.59           | 822                     | NY         | 1              | arm     | 1         | 1            | 360            | 2015 | 38       | 1      |
| 120     | 119049.0     | 163898.0      | 0.89           | 731                     | IN         | 2              | frm     | 1         | 2            | 360            | 2006 | 155      | 1      |
| 121     | 463003.0     | 500215.0      | 0.64           | 727                     | IL         | 1              | frm     | 1         | 2            | 360            | 2012 | 74       | 1      |
| 122     | 289641.0     | 326786.0      | 0.91           | 721                     | WA         | 1              | frm     | 1         | 1            | 360            | 2015 | 43       | 1      |
| 123     | 900413.0     | 900413.0      | 0.87           | 764                     | CA         | 1              | arm     | 1         | 3            | 360            | 2018 | 1        | 1      |
| 124     | 676159.0     | 698852.0      | 0.84           | 746                     | IL         | 1              | arm     | 2         | 1            | 360            | 2017 | 23       | 1      |
| 125     | 1049506.0    | 1118815.0     | 0.69           | 752                     | WA         | 1              | frm     | 1         | 1            | 360            | 2013 | 70       | 1      |
| 126     | 424805.0     | 452136.0      | 0.65           | 783                     | NY         | 1              | frm     | 2         | 2            | 360            | 2013 | 62       | 1      |
| 127     | 16212.0      | 41681.0       | 0.61           | 647                     | TX         | 1              | frm     | 1         | 2            | 240            | 2001 | 208      | 1      |
| 128     | 469002.0     | 589894.0      | 0.68           | 658                     | TX         | 1              | frm     | 1         | 1            | 360            | 2006 | 154      | 1      |
| 129     | 665494.0     | 721207.0      | 0.44           | 778                     | CA         | 1              | arm     | 1         | 2            | 360            | 2015 | 38       | 1      |
| 130     | 397680.0     | 454274.0      | 0.53           | 788                     | TX         | 3              | frm     | 1         | 1            | 360            | 2013 | 70       | 1      |
| 131     | 546307.0     | 585007.0      | 0.63           | 806                     | CA         | 1              | frm     | 1         | 2            | 360            | 2015 | 43       | 1      |
| 132     | 214501.0     | 299888.0      | 0.48           | 778                     | MD         | 1              | arm     | 1         | 2            | 360            | 2015 | 38       | 1      |
| 133     | 693323.0     | 738861.0      | 0.75           | 759                     | CA         | 1              | frm     | 1         | 1            | 360            | 2010 | 96       | 1      |
| 134     | 157780.0     | 226210.0      | 0.77           | 703                     | ND         | 1              | frm     | 1         | 2            | 240            | 2010 | 101      | 1      |
| 135     | 579415.0     | 616460.0      | 0.77           | 750                     | AZ         | 1              | frm     | 1         | 2            | 360            | 2013 | 61       | 1      |
| 136     | 128136.0     | 177776.0      | 0.84           | 773                     | CT         | 1              | frm     | 1         | 2            | 360            | 2007 | 135      | 1      |
| 137     | 457043.0     | 467490.0      | 0.85           | 777                     | CA         | 1              | frm     | 1         | 1            | 360            | 2013 | 66       | 1      |
| 138     | 618293.0     | 626792.0      | 0.54           | 778                     | MA         | 1              | frm     | 1         | 1            | 360            | 2018 | 2        | 1      |
| 139     | 356152.0     | 363787.0      | 0.71           | 748                     | TX         | 1              | frm     | 1         | 1            | 360            | 2013 | 60       | 1      |
| 140     | 52096.0      | 137848.0      | 0.74           | 697                     | WI         | 3              | arm     | 1         | 2            | 360            | 1999 | 233      | 1      |
| 141     | 587311.0     | 615759.0      | 0.82           | 765                     | VA         | 1              | frm     | 1         | 1            | 360            | 2017 | 13       | 1      |
| 142     | 59902.0      | 104175.0      | 0.38           | 707                     | AR         | 1              | frm     | 1         | 2            | 180            | 2011 | 91       | 1      |
| 143     | 468187.0     | 505333.0      | 0.73           | 700                     | CA         | 1              | frm     | 1         | 2            | 360            | 2015 | 36       | 1      |
| 144     | 436182.0     | 487772.0      | 0.65           | 790                     | MN         | 1              | frm     | 1         | 2            | 360            | 2013 | 67       | 1      |
| 145     | 255548.0     | 319960.0      | 0.86           | 764                     | NJ         | 1              | arm     | 1         | 1            | 360            | 2007 | 139      | 1      |
| 146     | 840903.0     | 840903.0      | 0.71           | 703                     | CA         | 1              | arm     | 1         | 3            | 360            | 2018 | 4        | 1      |
| 147     | 481191.0     | 575343.0      | 0.35           | 781                     | MI         | 1              | arm     | 2         | 3            | 180            | 2018 | 2        | 1      |
| 148     | 209049.0     | 449498.0      | 0.8            | 768                     | MD         | 1              | frm     | 1         | 1            | 360            | 2015 | 36       | 1      |
| 149     | 28408.0      | 55392.0       | 0.81           | 678                     | CA         | 3              | arm     | 1         | 4            | 360            | 2002 | 194      | 1      |
| 150     | 162759.0     | 163773.0      | 0.84           | 821                     | AL         | 1              | frm     | 1         | 1            | 360            | 2015 | 41       | 1      |
| 151     | 123385.0     | 145984.0      | 0.6            | 715                     | NY         | 1              | frm     | 1         | 3            | 360            | 2009 | 113      | 1      |
| 152     | 1345977.0    | 1612614.0     | 0.62           | 772                     | NY         | 1              | arm     | 2         | 2            | 300            | 2017 | 20       | 1      |
| 153     | 294131.0     | 361887.0      | 0.77           | 773                     | OH         | 1              | frm     | 1         | 2            | 180            | 2016 | 31       | 1      |
| 154     | 309661.0     | 344292.0      | 0.73           | 761                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2014 | 55       | 1      |
| 155     | 299542.0     | 351128.0      | 0.82           | 820                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 54       | 1      |
| 156     | 461954.0     | 533303.0      | 0.77           | 774                     | OK         | 1              | frm     | 1         | 1            | 360            | 2012 | 74       | 1      |
| 157     | 538739.0     | 796752.0      | 0.66           | 774                     | MA         | 1              | frm     | 1         | 1            | 360            | 2016 | 29       | 1      |
| 158     | 159302.0     | 297662.0      | 0.63           | 665                     | CA         | 1              | arm     | 1         | 3            | 360            | 2001 | 210      | 1      |
| 159     | 480908.0     | 516609.0      | 0.88           | 793                     | NY         | 1              | frm     | 2         | 1            | 360            | 2011 | 84       | 1      |
| 160     | 50487.0      | 61923.0       | 0.47           | 769                     | DE         | 1              | frm     | 1         | 2            | 360            | 2011 | 88       | 1      |
| 161     | 459263.0     | 485508.0      | 0.64           | 734                     | IL         | 1              | frm     | 3         | 1            | 360            | 2013 | 62       | 1      |
| 162     | 156281.0     | 220213.0      | 0.75           | 704                     | AR         | 1              | arm     | 1         | 3            | 360            | 2005 | 158      | 2      |
| 163     | 639908.0     | 640113.0      | 0.78           | 688                     | NY         | 1              | arm     | 1         | 1            | 360            | 2012 | 72       | 1      |
| 164     | 907864.0     | 950906.0      | 0.61           | 814                     | CA         | 1              | frm     | 1         | 2            | 360            | 2018 | 4        | 1      |
| 165     | 161978.0     | 168656.0      | 0.52           | 798                     | NJ         | 2              | frm     | 2         | 1            | 360            | 2018 | 9        | 1      |
| 166     | 391891.0     | 464092.0      | 0.75           | 726                     | TX         | 1              | frm     | 1         | 2            | 358            | 2012 | 82       | 1      |
| 167     | 261666.0     | 357652.0      | 0.75           | 769                     | CA         | 1              | frm     | 1         | 2            | 180            | 2015 | 36       | 1      |
| 168     | 19723.0      | 206413.0      | 0.45           | 802                     | PA         | 1              | frm     | 1         | 2            | 144            | 2012 | 82       | 1      |
| 169     | 85141.0      | 106272.0      | 0.92           | 771                     | AL         | 1              | frm     | 1         | 1            | 180            | 2014 | 50       | 1      |
| 170     | 107382.0     | 188514.0      | 0.72           | 634                     | NY         | 1              | frm     | 1         | 2            | 360            | 2002 | 197      | 1      |
| 171     | 204585.0     | 205762.0      | 0.86           | 765                     | NC         | 2              | frm     | 1         | 1            | 360            | 2015 | 47       | 1      |
| 172     | 495029.0     | 509264.0      | 0.77           | 761                     | MA         | 1              | arm     | 1         | 1            | 360            | 2015 | 36       | 1      |
| 173     | 53347.0      | 86247.0       | 1.04           | 667                     | FL         | 1              | frm     | 1         | 1            | 360            | 2002 | 193      | 1      |
| 174     | 717708.0     | 743192.0      | 0.61           | 800                     | CA         | 1              | arm     | 1         | 4            | 360            | 2016 | 28       | 1      |
| 175     | 189812.0     | 200014.0      | 0.62           | 790                     | WA         | 1              | frm     | 1         | 2            | 180            | 2017 | 21       | 1      |
| 176     | 2554951.0    | 2554951.0     | 0.71           | 770                     | FL         | 3              | arm     | 1         | 2            | 360            | 2016 | 30       | 1      |
| 177     | 399926.0     | 399926.0      | 0.33           | 773                     | CA         | 1              | arm     | 1         | 1            | 360            | 2014 | 59       | 1      |
| 178     | 614323.0     | 614323.0      | 0.87           | 657                     | NY         | 2              | frm     | 2         | 1            | 360            | 2012 | 78       | 1      |
| 179     | 368025.0     | 421776.0      | 0.71           | 768                     | NJ         | 1              | arm     | 1         | 1            | 360            | 2014 | 59       | 1      |
| 180     | 87113.0      | 121192.0      | 0.85           | 679                     | NM         | 1              | frm     | 1         | 4            | 360            | 2002 | 195      | 1      |
| 181     | 1530460.0    | 1658789.0     | 0.63           | 798                     | CA         | 1              | frm     | 2         | 2            | 360            | 2014 | 58       | 1      |
| 182     | 419349.0     | 429107.0      | 0.85           | 771                     | VA         | 1              | frm     | 1         | 1            | 360            | 2016 | 35       | 1      |
| 183     | 151052.0     | 163741.0      | 0.85           | 676                     | NC         | 1              | frm     | 1         | 1            | 360            | 2014 | 51       | 2      |
| 184     | 442374.0     | 447350.0      | 0.75           | 760                     | MD         | 1              | arm     | 1         | 1            | 360            | 2015 | 36       | 1      |
| 185     | 65059.0      | 61452.0       | 0.46           | 681                     | CA         | 1              | frm     | 1         | 3            | 360            | 2005 | 159      | 1      |
| 186     | 92851.0      | 132416.0      | 0.73           | 696                     | CA         | 3              | arm     | 1         | 3            | 360            | 2007 | 142      | 1      |
| 187     | 543693.0     | 557193.0      | 0.5            | 829                     | NJ         | 1              | arm     | 1         | 2            | 360            | 2017 | 17       | 1      |
| 188     | 50428.0      | 84400.0       | 0.6            | 815                     | NC         | 1              | frm     | 1         | 2            | 181            | 2011 | 86       | 1      |
| 189     | 81321.0      | 95841.0       | 0.61           | 765                     | MI         | 1              | frm     | 1         | 3            | 180            | 2011 | 87       | 1      |
| 190     | 1804346.0    | 2045955.0     | 0.75           | 805                     | MA         | 1              | arm     | 2         | 2            | 360            | 2014 | 50       | 1      |
| 191     | 125156.0     | 218113.0      | 0.73           | 664                     | CA         | 1              | arm     | 1         | 2            | 360            | 2003 | 184      | 1      |
| 192     | 120138.0     | 137757.0      | 0.7            | 819                     | CA         | 2              | frm     | 1         | 1            | 360            | 2013 | 63       | 1      |
| 193     | 308709.0     | 357975.0      | 0.86           | 790                     | CA         | 1              | frm     | 1         | 1            | 360            | 2011 | 89       | 1      |
| 194     | 529387.0     | 538463.0      | 0.79           | 762                     | NJ         | 1              | frm     | 2         | 1            | 360            | 2017 | 13       | 1      |
| 195     | 95329.0      | 154104.0      | 0.84           | 776                     | NJ         | 1              | frm     | 1         | 3            | 180            | 2013 | 65       | 1      |
| 196     | 110162.0     | 231786.0      | 0.39           | 788                     | CA         | 1              | frm     | 1         | 3            | 180            | 2009 | 118      | 1      |
| 197     | 714045.0     | 782823.0      | 0.57           | 802                     | GA         | 1              | arm     | 1         | 2            | 360            | 2016 | 32       | 1      |
| 198     | 11786.0      | 34069.0       | 0.85           | 623                     | MO         | 3              | frm     | 1         | 2            | 120            | 2013 | 71       | 1      |
| 199     | 469966.0     | 514558.0      | 0.58           | 767                     | CT         | 1              | frm     | 1         | 2            | 360            | 2012 | 82       | 1      |
| 200     | 653352.0     | 654412.0      | 0.63           | 764                     | WA         | 1              | arm     | 1         | 1            | 360            | 2016 | 34       | 1      |