| 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       | 337477.0     | 360768.0      | 0.53           | 803                     | VA         | 1              | frm     | 1         | 1            | 360            | 2015 | 37       | 1      |
| 2       | 327187.0     | 329045.0      | 0.68           | 727                     | TN         | 2              | frm     | 1         | 1            | 360            | 2013 | 67       | 1      |
| 3       | 35214.0      | 40291.0       | 0.48           | 693                     | AL         | 1              | frm     | 4         | 3            | 180            | 2015 | 42       | 1      |
| 4       | 1233810.0    | 1288710.0     | 0.71           | 823                     | MO         | 1              | frm     | 1         | 1            | 360            | 2015 | 39       | 1      |
| 5       | 36675.0      | 53548.0       | 0.7            | 630                     | TX         | 3              | arm     | 1         | 3            | 360            | 2004 | 177      | 1      |
| 6       | 520255.0     | 814427.0      | 0.69           | 750                     | MN         | 1              | frm     | 1         | 3            | 180            | 2016 | 26       | 1      |
| 7       | 167727.0     | 239925.0      | 0.74           | 717                     | MI         | 1              | frm     | 1         | 3            | 120            | 2017 | 19       | 1      |
| 8       | 499048.0     | 591984.0      | 0.37           | 738                     | CA         | 1              | frm     | 1         | 3            | 360            | 2009 | 109      | 1      |
| 9       | 705311.0     | 664537.0      | 0.7            | 674                     | CA         | 1              | frm     | 2         | 3            | 360            | 2006 | 144      | 1      |
| 10      | 184125.0     | 256944.0      | 0.6            | 682                     | FL         | 1              | arm     | 1         | 3            | 360            | 2008 | 130      | 1      |
| 11      | 506181.0     | 545548.0      | 0.75           | 757                     | NY         | 1              | frm     | 1         | 2            | 360            | 2017 | 23       | 1      |
| 12      | 1356073.0    | 1356073.0     | 0.69           | 726                     | CA         | 1              | arm     | 1         | 1            | 360            | 2018 | 10       | 1      |
| 13      | 127349.0     | 144083.0      | 0.35           | 645                     | FL         | 1              | arm     | 1         | 3            | 360            | 2001 | 207      | 1      |
| 14      | 1403824.0    | 1508589.0     | 0.76           | 777                     | NY         | 1              | frm     | 1         | 1            | 360            | 2014 | 48       | 1      |
| 15      | 453392.0     | 513991.0      | 0.77           | 797                     | MA         | 1              | frm     | 1         | 2            | 360            | 2013 | 66       | 1      |
| 16      | 548378.0     | 1222488.0     | 0.66           | 765                     | CA         | 2              | frm     | 1         | 1            | 360            | 2016 | 24       | 1      |
| 17      | 143394.0     | 258958.0      | 0.67           | 749                     | CA         | 3              | arm     | 1         | 2            | 360            | 2001 | 212      | 1      |
| 18      | 666379.0     | 715693.0      | 0.79           | 734                     | OR         | 1              | frm     | 1         | 3            | 360            | 2015 | 38       | 1      |
| 19      | 335321.0     | 361964.0      | 0.72           | 778                     | FL         | 2              | arm     | 2         | 1            | 360            | 2016 | 33       | 1      |
| 20      | 31619.0      | 67022.0       | 0.32           | 616                     | AR         | 1              | frm     | 1         | 2            | 180            | 2009 | 117      | 1      |
| 21      | 193941.0     | 276840.0      | 0.67           | 777                     | PA         | 1              | frm     | 1         | 2            | 360            | 2005 | 166      | 1      |
| 22      | 408770.0     | 468706.0      | 0.78           | 783                     | MI         | 2              | frm     | 1         | 1            | 360            | 2012 | 83       | 1      |
| 23      | 109031.0     | 148496.0      | 0.72           | 751                     | FL         | 1              | frm     | 1         | 2            | 360            | 2007 | 137      | 1      |
| 24      | 741077.0     | 775279.0      | 0.66           | 759                     | CA         | 1              | arm     | 1         | 2            | 360            | 2017 | 14       | 1      |
| 25      | 395731.0     | 431295.0      | 0.72           | 738                     | IL         | 1              | frm     | 1         | 2            | 360            | 2012 | 76       | 1      |
| 26      | 677573.0     | 707578.0      | 0.76           | 760                     | NY         | 1              | frm     | 1         | 1            | 360            | 2013 | 60       | 1      |
| 27      | 122369.0     | 125379.0      | 0.33           | 780                     | NC         | 1              | frm     | 2         | 2            | 360            | 2013 | 67       | 1      |
| 28      | 18802.0      | 37465.0       | 0.48           | 748                     | WV         | 1              | frm     | 1         | 2            | 180            | 2008 | 130      | 1      |
| 29      | 119698.0     | 222753.0      | 0.55           | 735                     | MD         | 1              | frm     | 1         | 2            | 120            | 2015 | 40       | 1      |
| 30      | 104851.0     | 174186.0      | 0.78           | 676                     | CA         | 1              | arm     | 1         | 1            | 360            | 2001 | 213      | 1      |
| 31      | 449419.0     | 454308.0      | 0.56           | 743                     | GA         | 1              | frm     | 1         | 3            | 360            | 2017 | 15       | 1      |
| 32      | 217917.0     | 224294.0      | 0.58           | 698                     | CO         | 1              | arm     | 1         | 2            | 360            | 2014 | 50       | 1      |
| 33      | 172035.0     | 181187.0      | 0.3            | 752                     | GA         | 1              | frm     | 1         | 2            | 360            | 2016 | 32       | 1      |
| 34      | 238873.0     | 249129.0      | 0.8            | 780                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2017 | 20       | 1      |
| 35      | 226634.0     | 263949.0      | 0.65           | 825                     | RI         | 3              | arm     | 2         | 2            | 360            | 2012 | 78       | 1      |
| 36      | 92046.0      | 205166.0      | 0.44           | 736                     | VT         | 1              | frm     | 1         | 3            | 180            | 2008 | 121      | 1      |
| 37      | 100685.0     | 144958.0      | 0.4            | 703                     | MN         | 1              | frm     | 1         | 2            | 120            | 2014 | 56       | 1      |
| 38      | 889918.0     | 917231.0      | 0.76           | 731                     | CA         | 1              | frm     | 1         | 2            | 360            | 2016 | 32       | 1      |
| 39      | 705118.0     | 814370.0      | 0.44           | 789                     | CA         | 1              | frm     | 1         | 2            | 360            | 2011 | 87       | 1      |
| 40      | 399620.0     | 420857.0      | 0.7            | 770                     | DC         | 1              | frm     | 2         | 1            | 360            | 2014 | 49       | 1      |
| 41      | 898873.0     | 990208.0      | 0.74           | 789                     | VA         | 1              | arm     | 1         | 1            | 360            | 2014 | 57       | 1      |
| 42      | 215622.0     | 221220.0      | 0.61           | 728                     | CA         | 3              | frm     | 1         | 2            | 360            | 2017 | 23       | 1      |
| 43      | 313801.0     | 406020.0      | 0.66           | 691                     | FL         | 1              | frm     | 1         | 2            | 360            | 2009 | 109      | 1      |
| 44      | 410468.0     | 424722.0      | 0.76           | 718                     | MA         | 1              | frm     | 1         | 2            | 360            | 2015 | 36       | 1      |
| 45      | 235735.0     | 236683.0      | 0.7            | 775                     | FL         | 2              | frm     | 2         | 1            | 360            | 2018 | 11       | 1      |
| 46      | 31578.0      | 66270.0       | 0.33           | 785                     | FL         | 1              | frm     | 1         | 3            | 240            | 2008 | 130      | 1      |
| 47      | 180412.0     | 195164.0      | 0.78           | 787                     | CA         | 1              | frm     | 1         | 1            | 360            | 2015 | 41       | 1      |
| 48      | 118667.0     | 153325.0      | 0.69           | 642                     | AZ         | 1              | arm     | 1         | 2            | 360            | 2008 | 122      | 1      |
| 49      | 26329.0      | 80889.0       | 0.77           | 812                     | FL         | 1              | frm     | 1         | 1            | 180            | 2013 | 67       | 1      |
| 50      | 169465.0     | 175126.0      | 0.8            | 702                     | FL         | 1              | arm     | 1         | 3            | 360            | 2017 | 15       | 1      |
| 51      | 62274.0      | 65721.0       | 0.45           | 791                     | AR         | 1              | frm     | 1         | 2            | 180            | 2014 | 56       | 1      |
| 52      | 703844.0     | 703844.0      | 0.76           | 711                     | IL         | 1              | arm     | 1         | 3            | 360            | 2014 | 57       | 1      |
| 53      | 632914.0     | 917577.0      | 0.72           | 791                     | CA         | 1              | frm     | 1         | 2            | 360            | 2004 | 179      | 1      |
| 54      | 1176778.0    | 1217235.0     | 0.57           | 780                     | CT         | 1              | arm     | 1         | 2            | 360            | 2018 | 7        | 1      |
| 55      | 54896.0      | 70917.0       | 0.44           | 812                     | WA         | 1              | frm     | 1         | 2            | 240            | 2013 | 67       | 1      |
| 56      | 240524.0     | 276362.0      | 0.55           | 834                     | NY         | 1              | frm     | 2         | 3            | 360            | 2014 | 58       | 1      |
| 57      | 68736.0      | 69429.0       | 0.59           | 802                     | TX         | 1              | frm     | 1         | 2            | 180            | 2017 | 21       | 1      |
| 58      | 40346.0      | 44976.0       | 0.46           | 698                     | MI         | 1              | frm     | 1         | 2            | 360            | 2005 | 167      | 1      |
| 59      | 23656.0      | 46131.0       | 0.42           | 788                     | WA         | 1              | frm     | 1         | 2            | 120            | 2014 | 59       | 1      |
| 60      | 304696.0     | 320734.0      | 0.6            | 812                     | CO         | 1              | frm     | 1         | 2            | 240            | 2017 | 14       | 1      |
| 61      | 556210.0     | 629080.0      | 0.76           | 694                     | NY         | 1              | arm     | 1         | 2            | 360            | 2012 | 74       | 1      |
| 62      | 526963.0     | 526963.0      | 0.6            | 836                     | CA         | 2              | arm     | 1         | 2            | 360            | 2013 | 65       | 1      |
| 63      | 167603.0     | 198450.0      | 0.32           | 825                     | NY         | 1              | frm     | 1         | 3            | 180            | 2016 | 27       | 1      |
| 64      | 755391.0     | 801045.0      | 0.76           | 708                     | CA         | 1              | frm     | 1         | 2            | 360            | 2018 | 0        | 1      |
| 65      | 167517.0     | 177905.0      | 0.53           | 769                     | TX         | 1              | frm     | 1         | 2            | 180            | 2018 | 10       | 1      |
| 66      | 344545.0     | 387175.0      | 0.79           | 747                     | NC         | 1              | frm     | 1         | 2            | 300            | 2012 | 82       | 1      |
| 67      | 135939.0     | 142454.0      | 0.64           | 728                     | MI         | 1              | frm     | 1         | 3            | 180            | 2017 | 18       | 1      |
| 68      | 3294.0       | 38410.0       | 0.56           | 758                     | FL         | 1              | frm     | 4         | 2            | 180            | 2007 | 143      | 1      |
| 69      | 172382.0     | 185578.0      | 0.68           | 789                     | AZ         | 1              | frm     | 1         | 2            | 360            | 2015 | 45       | 1      |
| 70      | 54206.0      | 64108.0       | 0.66           | 759                     | PA         | 1              | frm     | 1         | 2            | 360            | 2006 | 155      | 1      |
| 71      | 405429.0     | 405429.0      | 0.36           | 794                     | NY         | 1              | arm     | 4         | 3            | 360            | 2018 | 11       | 1      |
| 72      | 730021.0     | 737244.0      | 0.59           | 757                     | NC         | 1              | frm     | 1         | 2            | 360            | 2014 | 59       | 1      |
| 73      | 144814.0     | 172513.0      | 0.77           | 810                     | FL         | 1              | frm     | 1         | 3            | 360            | 2007 | 132      | 1      |
| 74      | 899779.0     | 926566.0      | 0.69           | 764                     | CA         | 1              | frm     | 1         | 1            | 360            | 2012 | 76       | 1      |
| 75      | 228140.0     | 329131.0      | 0.77           | 778                     | TN         | 1              | frm     | 1         | 3            | 163            | 2011 | 93       | 1      |
| 76      | 499118.0     | 521133.0      | 0.6            | 741                     | CA         | 1              | frm     | 2         | 3            | 360            | 2015 | 45       | 1      |
| 77      | 49329.0      | 57485.0       | 0.44           | 775                     | AZ         | 1              | frm     | 1         | 3            | 360            | 2012 | 73       | 1      |
| 78      | 259747.0     | 274769.0      | 0.66           | 764                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2015 | 43       | 1      |
| 79      | 221364.0     | 225251.0      | 0.71           | 751                     | CA         | 1              | frm     | 1         | 3            | 360            | 2015 | 44       | 1      |
| 80      | 237262.0     | 246828.0      | 0.75           | 738                     | TX         | 1              | arm     | 1         | 1            | 360            | 2015 | 41       | 1      |
| 81      | 53457.0      | 67236.0       | 0.72           | 653                     | TN         | 1              | arm     | 4         | 4            | 360            | 2006 | 145      | 1      |
| 82      | 94356.0      | 173211.0      | 0.74           | 668                     | PA         | 1              | frm     | 1         | 2            | 360            | 2002 | 197      | 1      |
| 83      | 391080.0     | 399716.0      | 0.77           | 683                     | CA         | 2              | arm     | 1         | 1            | 360            | 2017 | 23       | 1      |
| 84      | 729191.0     | 729191.0      | 0.62           | 697                     | CA         | 1              | arm     | 1         | 2            | 360            | 2018 | 2        | 1      |
| 85      | 411748.0     | 434058.0      | 0.75           | 710                     | OR         | 1              | frm     | 1         | 4            | 360            | 2015 | 38       | 1      |
| 86      | 340542.0     | 1082054.0     | 0.56           | 682                     | FL         | 1              | frm     | 1         | 1            | 180            | 2015 | 37       | 1      |
| 87      | 1354367.0    | 1476788.0     | 0.49           | 731                     | IL         | 1              | frm     | 1         | 1            | 360            | 2018 | 10       | 1      |
| 88      | 1283133.0    | 1435115.0     | 0.5            | 791                     | CA         | 1              | frm     | 1         | 1            | 360            | 2010 | 96       | 1      |
| 89      | 673985.0     | 673985.0      | 0.63           | 788                     | IL         | 1              | arm     | 1         | 2            | 360            | 2018 | 1        | 1      |
| 90      | 1111660.0    | 1111660.0     | 0.59           | 763                     | TX         | 1              | arm     | 1         | 2            | 300            | 2012 | 73       | 1      |
| 91      | 283662.0     | 303747.0      | 0.8            | 727                     | NJ         | 1              | frm     | 1         | 1            | 360            | 2015 | 40       | 1      |
| 92      | 145459.0     | 236202.0      | 0.45           | 740                     | VA         | 1              | frm     | 1         | 3            | 180            | 2013 | 69       | 1      |
| 93      | 530583.0     | 734412.0      | 0.5            | 741                     | CA         | 1              | arm     | 1         | 2            | 360            | 2004 | 179      | 1      |
| 94      | 605756.0     | 607805.0      | 0.79           | 686                     | NY         | 1              | arm     | 2         | 1            | 360            | 2010 | 101      | 1      |
| 95      | 55957.0      | 67751.0       | 0.74           | 673                     | IL         | 1              | frm     | 1         | 2            | 180            | 2014 | 59       | 1      |
| 96      | 8000.0       | 27395.0       | 0.43           | 690                     | AL         | 1              | frm     | 1         | 2            | 120            | 2010 | 104      | 1      |
| 97      | 705066.0     | 711496.0      | 0.78           | 794                     | CA         | 1              | frm     | 1         | 1            | 360            | 2016 | 31       | 1      |
| 98      | 294332.0     | 302215.0      | 0.73           | 741                     | NY         | 1              | arm     | 1         | 1            | 360            | 2016 | 25       | 1      |
| 99      | 387143.0     | 387143.0      | 0.72           | 699                     | TX         | 2              | frm     | 1         | 3            | 360            | 2016 | 24       | 1      |
| 100     | 329466.0     | 355847.0      | 0.74           | 754                     | CA         | 1              | frm     | 1         | 2            | 360            | 2016 | 30       | 1      |
| 101     | 516421.0     | 518667.0      | 0.45           | 787                     | NY         | 1              | frm     | 2         | 1            | 360            | 2018 | 3        | 1      |
| 102     | 148745.0     | 169301.0      | 0.57           | 794                     | CO         | 1              | frm     | 1         | 2            | 360            | 2012 | 76       | 1      |
| 103     | 112655.0     | 114089.0      | 0.61           | 687                     | VA         | 3              | frm     | 1         | 2            | 360            | 2009 | 117      | 1      |
| 104     | 195363.0     | 209957.0      | 0.74           | 803                     | CO         | 1              | frm     | 1         | 1            | 360            | 2015 | 41       | 1      |
| 105     | 19305.0      | 59149.0       | 0.66           | 750                     | GA         | 1              | frm     | 1         | 3            | 182            | 2007 | 134      | 1      |
| 106     | 101559.0     | 392547.0      | 0.54           | 756                     | CA         | 3              | frm     | 3         | 2            | 180            | 2015 | 44       | 1      |
| 107     | 57719.0      | 85885.0       | 0.59           | 841                     | NJ         | 1              | frm     | 2         | 2            | 180            | 2012 | 75       | 1      |
| 108     | 81672.0      | 84545.0       | 0.62           | 746                     | PA         | 1              | frm     | 1         | 3            | 360            | 2017 | 18       | 1      |
| 109     | 36304.0      | 596927.0      | 0.6            | 762                     | RI         | 2              | arm     | 1         | 2            | 360            | 2012 | 74       | 1      |
| 110     | 110461.0     | 131917.0      | 0.64           | 735                     | OH         | 1              | frm     | 1         | 2            | 180            | 2015 | 41       | 1      |
| 111     | 899642.0     | 1148477.0     | 0.73           | 752                     | MA         | 2              | arm     | 2         | 1            | 360            | 2013 | 61       | 1      |
| 112     | 1212634.0    | 1281230.0     | 0.78           | 799                     | CA         | 1              | frm     | 3         | 2            | 360            | 2017 | 19       | 1      |
| 113     | 46528.0      | 70127.0       | 0.59           | 771                     | FL         | 1              | arm     | 1         | 1            | 360            | 2005 | 159      | 1      |
| 114     | 271671.0     | 413900.0      | 0.71           | 681                     | VA         | 1              | frm     | 1         | 1            | 360            | 2005 | 166      | 1      |
| 115     | 122466.0     | 131575.0      | 0.62           | 769                     | TN         | 1              | frm     | 1         | 2            | 180            | 2015 | 42       | 1      |
| 116     | 42696.0      | 79961.0       | 0.68           | 800                     | OH         | 1              | frm     | 1         | 2            | 144            | 2012 | 80       | 1      |
| 117     | 103210.0     | 248707.0      | 0.42           | 782                     | VT         | 1              | frm     | 1         | 2            | 180            | 2012 | 74       | 1      |
| 118     | 82707.0      | 95784.0       | 0.5            | 705                     | OR         | 1              | frm     | 1         | 3            | 360            | 2010 | 97       | 1      |
| 119     | 40336.0      | 58916.0       | 0.67           | 787                     | NY         | 1              | frm     | 1         | 2            | 180            | 2013 | 70       | 1      |
| 120     | 209779.0     | 226719.0      | 0.78           | 749                     | MO         | 1              | frm     | 1         | 2            | 180            | 2016 | 30       | 1      |
| 121     | 48226.0      | 118317.0      | 0.68           | 692                     | MA         | 1              | arm     | 1         | 3            | 360            | 2005 | 159      | 1      |
| 122     | 235219.0     | 235218.0      | 0.35           | 835                     | CT         | 1              | arm     | 1         | 3            | 360            | 2017 | 18       | 1      |
| 123     | 566287.0     | 616113.0      | 0.75           | 761                     | VA         | 1              | frm     | 1         | 2            | 360            | 2016 | 35       | 1      |
| 124     | 35997.0      | 58208.0       | 0.77           | 787                     | OH         | 1              | frm     | 1         | 2            | 180            | 2010 | 97       | 1      |
| 125     | 460091.0     | 460091.0      | 0.54           | 740                     | NJ         | 1              | arm     | 1         | 1            | 360            | 2015 | 37       | 1      |
| 126     | 751656.0     | 850458.0      | 0.5            | 745                     | CA         | 1              | arm     | 1         | 2            | 360            | 2015 | 45       | 1      |
| 127     | 1021776.0    | 1073880.0     | 0.76           | 784                     | CA         | 1              | arm     | 1         | 1            | 360            | 2015 | 43       | 1      |
| 128     | 80108.0      | 111879.0      | 0.65           | 696                     | FL         | 1              | arm     | 1         | 2            | 360            | 2001 | 207      | 1      |
| 129     | 421679.0     | 454015.0      | 0.79           | 778                     | AZ         | 1              | frm     | 1         | 1            | 360            | 2016 | 33       | 1      |
| 130     | 143510.0     | 223309.0      | 0.67           | 844                     | OH         | 1              | frm     | 1         | 2            | 180            | 2013 | 65       | 1      |
| 131     | 54672.0      | 62363.0       | 0.37           | 763                     | NH         | 1              | frm     | 1         | 2            | 360            | 2015 | 47       | 1      |
| 132     | 229287.0     | 247333.0      | 0.66           | 769                     | CA         | 1              | frm     | 1         | 2            | 360            | 2014 | 59       | 1      |
| 133     | 134427.0     | 306929.0      | 0.43           | 770                     | NY         | 1              | frm     | 1         | 3            | 180            | 2010 | 106      | 1      |
| 134     | 48992.0      | 52407.0       | 0.71           | 732                     | NY         | 1              | frm     | 1         | 1            | 360            | 2016 | 34       | 1      |
| 135     | 692054.0     | 873086.0      | 0.45           | 769                     | VA         | 1              | frm     | 1         | 2            | 180            | 2014 | 55       | 1      |
| 136     | 97442.0      | 294374.0      | 0.43           | 732                     | CA         | 1              | frm     | 1         | 2            | 180            | 2009 | 115      | 1      |
| 137     | 99054.0      | 114196.0      | 0.76           | 753                     | MI         | 1              | frm     | 1         | 2            | 240            | 2014 | 49       | 1      |
| 138     | 87793.0      | 218289.0      | 0.53           | 669                     | FL         | 1              | frm     | 1         | 3            | 180            | 2013 | 68       | 1      |
| 139     | 232648.0     | 249207.0      | 0.67           | 778                     | IN         | 1              | frm     | 1         | 1            | 360            | 2014 | 50       | 1      |
| 140     | 205834.0     | 245229.0      | 0.68           | 803                     | FL         | 1              | frm     | 1         | 2            | 360            | 2014 | 53       | 1      |
| 141     | 119504.0     | 314427.0      | 0.58           | 734                     | NY         | 1              | frm     | 1         | 3            | 180            | 2008 | 129      | 1      |
| 142     | 256172.0     | 1044828.0     | 0.79           | 754                     | FL         | 1              | arm     | 1         | 1            | 360            | 2017 | 12       | 1      |
| 143     | 367162.0     | 501361.0      | 0.71           | 695                     | CA         | 1              | arm     | 1         | 3            | 360            | 2008 | 124      | 1      |
| 144     | 566279.0     | 566279.0      | 0.78           | 763                     | CA         | 1              | arm     | 2         | 3            | 360            | 2015 | 45       | 1      |
| 145     | 418266.0     | 474933.0      | 0.51           | 756                     | FL         | 2              | arm     | 1         | 2            | 360            | 2014 | 52       | 1      |
| 146     | 1044790.0    | 1730013.0     | 0.71           | 733                     | MA         | 1              | frm     | 1         | 1            | 360            | 2013 | 67       | 1      |
| 147     | 284434.0     | 317952.0      | 0.38           | 774                     | CA         | 1              | frm     | 1         | 2            | 360            | 2013 | 71       | 1      |
| 148     | 81657.0      | 97722.0       | 0.67           | 742                     | AL         | 1              | frm     | 1         | 2            | 180            | 2013 | 60       | 1      |
| 149     | 532350.0     | 552641.0      | 0.5            | 766                     | CA         | 1              | frm     | 1         | 1            | 360            | 2015 | 40       | 1      |
| 150     | 1950801.0    | 1991033.0     | 0.65           | 766                     | CA         | 1              | arm     | 2         | 1            | 360            | 2016 | 31       | 1      |
| 151     | 115287.0     | 181410.0      | 0.54           | 783                     | MI         | 2              | frm     | 2         | 2            | 180            | 2013 | 68       | 1      |
| 152     | 43340.0      | 60795.0       | 0.47           | 762                     | OH         | 1              | frm     | 1         | 4            | 180            | 2014 | 56       | 1      |
| 153     | 75930.0      | 85160.0       | 0.36           | 763                     | FL         | 1              | frm     | 1         | 4            | 180            | 2017 | 22       | 1      |
| 154     | 736190.0     | 783320.0      | 0.49           | 792                     | CA         | 1              | frm     | 1         | 3            | 360            | 2017 | 12       | 1      |
| 155     | 637678.0     | 687901.0      | 0.58           | 682                     | CA         | 1              | frm     | 1         | 2            | 360            | 2013 | 63       | 1      |
| 156     | 653472.0     | 653472.0      | 0.65           | 817                     | NY         | 1              | arm     | 2         | 3            | 360            | 2014 | 53       | 1      |
| 157     | 227023.0     | 231083.0      | 0.78           | 744                     | NY         | 1              | frm     | 2         | 1            | 360            | 2015 | 39       | 1      |
| 158     | 57830.0      | 86554.0       | 0.73           | 689                     | IA         | 1              | frm     | 1         | 2            | 180            | 2014 | 49       | 1      |
| 159     | 659639.0     | 662173.0      | 0.77           | 769                     | CO         | 1              | frm     | 1         | 1            | 360            | 2018 | 11       | 1      |
| 160     | 590431.0     | 666947.0      | 0.4            | 811                     | PA         | 1              | frm     | 1         | 2            | 360            | 2015 | 46       | 1      |
| 161     | 342395.0     | 342395.0      | 0.68           | 794                     | AZ         | 3              | arm     | 3         | 1            | 360            | 2017 | 16       | 1      |
| 162     | 544650.0     | 590875.0      | 0.76           | 674                     | NJ         | 1              | arm     | 1         | 2            | 360            | 2017 | 16       | 1      |
| 163     | 297768.0     | 415550.0      | 0.46           | 794                     | CT         | 1              | frm     | 1         | 2            | 180            | 2015 | 43       | 1      |
| 164     | 766639.0     | 959554.0      | 0.76           | 769                     | MN         | 1              | frm     | 1         | 3            | 360            | 2012 | 82       | 1      |
| 165     | 277531.0     | 300292.0      | 0.66           | 767                     | NY         | 1              | frm     | 1         | 2            | 360            | 2011 | 89       | 1      |
| 166     | 771082.0     | 816316.0      | 0.77           | 828                     | IL         | 1              | frm     | 1         | 2            | 360            | 2012 | 79       | 1      |
| 167     | 59870.0      | 124897.0      | 0.66           | 780                     | VA         | 1              | frm     | 1         | 2            | 240            | 2007 | 142      | 1      |
| 168     | 384117.0     | 593941.0      | 0.5            | 790                     | CA         | 1              | frm     | 1         | 3            | 180            | 2011 | 92       | 1      |
| 169     | 148916.0     | 149612.0      | 0.74           | 808                     | TN         | 1              | arm     | 1         | 1            | 360            | 2018 | 6        | 1      |
| 170     | 414904.0     | 477230.0      | 0.46           | 791                     | CA         | 1              | arm     | 1         | 1            | 360            | 2015 | 40       | 1      |
| 171     | 464608.0     | 492162.0      | 0.76           | 770                     | NY         | 1              | frm     | 1         | 1            | 360            | 2014 | 50       | 1      |
| 172     | 825664.0     | 872081.0      | 0.59           | 806                     | NY         | 1              | frm     | 2         | 2            | 360            | 2016 | 27       | 1      |
| 173     | 273707.0     | 292323.0      | 0.49           | 799                     | NY         | 1              | arm     | 1         | 3            | 360            | 2016 | 24       | 1      |
| 174     | 1343915.0    | 1343915.0     | 0.79           | 781                     | NY         | 1              | arm     | 2         | 1            | 180            | 2017 | 14       | 1      |
| 175     | 568835.0     | 618664.0      | 0.66           | 752                     | GA         | 1              | frm     | 1         | 1            | 360            | 2015 | 42       | 1      |
| 176     | 45483.0      | 59704.0       | 0.51           | 665                     | GA         | 1              | frm     | 4         | 3            | 360            | 2009 | 119      | 1      |
| 177     | 1342616.0    | 1365991.0     | 0.67           | 753                     | CA         | 1              | arm     | 1         | 3            | 360            | 2017 | 15       | 1      |
| 178     | 497401.0     | 572298.0      | 0.55           | 757                     | IL         | 1              | arm     | 1         | 1            | 360            | 2011 | 93       | 1      |
| 179     | 82616.0      | 124518.0      | 0.65           | 691                     | TX         | 1              | frm     | 1         | 3            | 180            | 2015 | 46       | 1      |
| 180     | 360077.0     | 548587.0      | 0.4            | 818                     | DC         | 3              | arm     | 1         | 2            | 360            | 2017 | 19       | 1      |
| 181     | 19339.0      | 31551.0       | 0.73           | 699                     | CT         | 3              | arm     | 1         | 1            | 360            | 2006 | 153      | 1      |
| 182     | 754233.0     | 767021.0      | 0.5            | 798                     | CA         | 1              | frm     | 1         | 1            | 360            | 2018 | 6        | 1      |
| 183     | 1326917.0    | 1374801.0     | 0.65           | 785                     | NC         | 1              | frm     | 1         | 1            | 300            | 2015 | 41       | 1      |
| 184     | 374365.0     | 398605.0      | 0.67           | 693                     | CA         | 1              | frm     | 1         | 1            | 360            | 2014 | 48       | 1      |
| 185     | 206536.0     | 220538.0      | 0.65           | 752                     | CA         | 1              | frm     | 3         | 2            | 360            | 2014 | 52       | 1      |
| 186     | 42114.0      | 48871.0       | 0.76           | 770                     | WV         | 1              | frm     | 1         | 3            | 180            | 2014 | 55       | 1      |
| 187     | 205642.0     | 241795.0      | 0.58           | 776                     | NH         | 1              | frm     | 2         | 1            | 180            | 2017 | 18       | 1      |
| 188     | 607668.0     | 608500.0      | 0.78           | 770                     | GA         | 1              | frm     | 1         | 1            | 360            | 2016 | 29       | 1      |
| 189     | 100057.0     | 138960.0      | 0.74           | 669                     | CT         | 1              | frm     | 1         | 1            | 349            | 2008 | 126      | 1      |
| 190     | 314265.0     | 348750.0      | 0.56           | 731                     | CA         | 1              | frm     | 1         | 1            | 360            | 2011 | 88       | 1      |
| 191     | 67564.0      | 102151.0      | 0.73           | 839                     | TN         | 1              | frm     | 1         | 2            | 216            | 2009 | 115      | 1      |
| 192     | 612035.0     | 619727.0      | 0.68           | 778                     | WA         | 1              | arm     | 2         | 1            | 360            | 2017 | 21       | 1      |
| 193     | 69535.0      | 112624.0      | 0.69           | 794                     | TX         | 1              | frm     | 1         | 4            | 240            | 2006 | 144      | 1      |
| 194     | 388653.0     | 397667.0      | 0.8            | 771                     | CA         | 1              | frm     | 1         | 1            | 360            | 2018 | 8        | 1      |
| 195     | 1192349.0    | 1208630.0     | 0.62           | 739                     | CA         | 1              | frm     | 1         | 1            | 360            | 2013 | 71       | 1      |
| 196     | 1419348.0    | 1487783.0     | 0.78           | 821                     | MA         | 1              | frm     | 1         | 1            | 360            | 2018 | 3        | 1      |
| 197     | 831897.0     | 982493.0      | 0.61           | 716                     | NC         | 2              | arm     | 1         | 3            | 360            | 2007 | 132      | 1      |
| 198     | 164277.0     | 342693.0      | 0.52           | 771                     | CA         | 1              | frm     | 1         | 3            | 180            | 2014 | 56       | 1      |
| 199     | 884557.0     | 884558.0      | 0.73           | 756                     | FL         | 1              | arm     | 1         | 2            | 360            | 2018 | 5        | 1      |
| 200     | 555065.0     | 558819.0      | 0.4            | 728                     | CA         | 1              | frm     | 1         | 3            | 360            | 2016 | 29       | 1      |