Skip to content

Instantly share code, notes, and snippets.

@RHDZMOTA
Last active December 23, 2022 01:21
Show Gist options
  • Save RHDZMOTA/406bb08e1a33469eceb66e5d6bf78e27 to your computer and use it in GitHub Desktop.
Save RHDZMOTA/406bb08e1a33469eceb66e5d6bf78e27 to your computer and use it in GitHub Desktop.
Annual Income Dataset (adaptation from lending club data)
This file has been truncated, but you can view the full file.
{"0":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1993,"annual_income":110000.0},"1":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":1984,"annual_income":106000.0},"2":{"employment_length":6,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":135000.0},"3":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1994,"annual_income":110000.0},"4":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1986,"annual_income":94800.0},"5":{"employment_length":5,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":2004,"annual_income":135000.0},"6":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":144000.0},"7":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":2002,"annual_income":100000.0},"8":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":150000.0},"9":{"employment_length":1,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2004,"annual_income":276000.0},"10":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":1997,"annual_income":130000.0},"11":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"271xx","address_state":"NC","earliest_credit_line":1997,"annual_income":120000.0},"12":{"employment_length":4,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"13":{"employment_length":7,"home_ownership":"OWN","zip_code":"928xx","address_state":"CA","earliest_credit_line":2002,"annual_income":98000.0},"14":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1980,"annual_income":231252.0},"15":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":2000,"annual_income":120000.0},"16":{"employment_length":7,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":117000.0},"17":{"employment_length":4,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2000,"annual_income":92000.0},"18":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1996,"annual_income":110000.0},"19":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1994,"annual_income":111740.0},"20":{"employment_length":3,"home_ownership":"RENT","zip_code":"904xx","address_state":"CA","earliest_credit_line":1992,"annual_income":105000.0},"21":{"employment_length":2,"home_ownership":"OWN","zip_code":"906xx","address_state":"CA","earliest_credit_line":2001,"annual_income":108000.0},"22":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1994,"annual_income":97600.0},"23":{"employment_length":2,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":2004,"annual_income":91500.0},"24":{"employment_length":7,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2002,"annual_income":100000.0},"25":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1994,"annual_income":110000.0},"26":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1996,"annual_income":118000.0},"27":{"employment_length":2,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1989,"annual_income":115000.0},"28":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"245xx","address_state":"VA","earliest_credit_line":1993,"annual_income":127000.0},"29":{"employment_length":10,"home_ownership":"OWN","zip_code":"194xx","address_state":"PA","earliest_credit_line":2006,"annual_income":99000.0},"30":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1995,"annual_income":140000.0},"31":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1994,"annual_income":138000.0},"32":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1999,"annual_income":96000.0},"33":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1987,"annual_income":170000.0},"34":{"employment_length":3,"home_ownership":"OWN","zip_code":"186xx","address_state":"PA","earliest_credit_line":1993,"annual_income":107800.0},"35":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1994,"annual_income":97296.0},"36":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1998,"annual_income":300000.0},"37":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1990,"annual_income":139200.0},"38":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1997,"annual_income":100000.0},"39":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"435xx","address_state":"OH","earliest_credit_line":1993,"annual_income":108000.0},"40":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1998,"annual_income":92700.0},"41":{"employment_length":10,"home_ownership":"OWN","zip_code":"951xx","address_state":"CA","earliest_credit_line":1997,"annual_income":95000.0},"42":{"employment_length":9,"home_ownership":"RENT","zip_code":"296xx","address_state":"SC","earliest_credit_line":1997,"annual_income":105000.0},"43":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":95000.0},"44":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":2000,"annual_income":98480.0},"45":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2001,"annual_income":92000.0},"46":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1982,"annual_income":130000.0},"47":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":2002,"annual_income":108000.0},"48":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1980,"annual_income":110000.0},"49":{"employment_length":5,"home_ownership":"RENT","zip_code":"327xx","address_state":"FL","earliest_credit_line":1994,"annual_income":112000.0},"50":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"104xx","address_state":"NY","earliest_credit_line":1994,"annual_income":101000.0},"51":{"employment_length":10,"home_ownership":"RENT","zip_code":"640xx","address_state":"MO","earliest_credit_line":1978,"annual_income":105000.0},"52":{"employment_length":10,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1993,"annual_income":108000.0},"53":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":117000.0},"54":{"employment_length":4,"home_ownership":"OWN","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":100000.0},"55":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":1990,"annual_income":125000.0},"56":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1991,"annual_income":110000.0},"57":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1996,"annual_income":102000.0},"58":{"employment_length":4,"home_ownership":"RENT","zip_code":"430xx","address_state":"OH","earliest_credit_line":2007,"annual_income":93000.0},"59":{"employment_length":10,"home_ownership":"OWN","zip_code":"104xx","address_state":"NY","earliest_credit_line":1991,"annual_income":100000.0},"60":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"145xx","address_state":"NY","earliest_credit_line":1990,"annual_income":136000.0},"61":{"employment_length":4,"home_ownership":"RENT","zip_code":"910xx","address_state":"CA","earliest_credit_line":1999,"annual_income":95000.0},"62":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1984,"annual_income":125000.0},"63":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1992,"annual_income":97000.0},"64":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":106000.0},"65":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1993,"annual_income":135000.0},"66":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"278xx","address_state":"NC","earliest_credit_line":2001,"annual_income":107000.0},"67":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1989,"annual_income":115000.0},"68":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":2002,"annual_income":110000.0},"69":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":2000,"annual_income":98000.0},"70":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1993,"annual_income":120000.0},"71":{"employment_length":10,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2000,"annual_income":106300.0},"72":{"employment_length":2,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":120000.0},"73":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1997,"annual_income":130000.0},"74":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1994,"annual_income":130000.0},"75":{"employment_length":10,"home_ownership":"RENT","zip_code":"108xx","address_state":"NY","earliest_credit_line":1998,"annual_income":149000.0},"76":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1985,"annual_income":126000.0},"77":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"992xx","address_state":"WA","earliest_credit_line":1981,"annual_income":153000.0},"78":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"198xx","address_state":"DE","earliest_credit_line":1995,"annual_income":100000.0},"79":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1992,"annual_income":90216.0},"80":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":2000,"annual_income":91000.0},"81":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1988,"annual_income":94000.0},"82":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"883xx","address_state":"NM","earliest_credit_line":2000,"annual_income":109200.0},"83":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"893xx","address_state":"NV","earliest_credit_line":1995,"annual_income":134000.0},"84":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1990,"annual_income":110000.0},"85":{"employment_length":2,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1994,"annual_income":120000.0},"86":{"employment_length":10,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1998,"annual_income":98450.0},"87":{"employment_length":9,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":2000,"annual_income":121440.0},"88":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":1992,"annual_income":122400.0},"89":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":1995,"annual_income":105000.0},"90":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":115500.0},"91":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"122xx","address_state":"NY","earliest_credit_line":1997,"annual_income":130000.0},"92":{"employment_length":10,"home_ownership":"RENT","zip_code":"968xx","address_state":"HI","earliest_credit_line":1994,"annual_income":102240.0},"93":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1979,"annual_income":190000.0},"94":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1998,"annual_income":195000.0},"95":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1983,"annual_income":300000.0},"96":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1998,"annual_income":120000.0},"97":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1983,"annual_income":180000.0},"98":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1998,"annual_income":110000.0},"99":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1997,"annual_income":140000.0},"100":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"233xx","address_state":"VA","earliest_credit_line":1998,"annual_income":96000.0},"101":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1988,"annual_income":95000.0},"102":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2007,"annual_income":95000.0},"103":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1993,"annual_income":97000.0},"104":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":210000.0},"105":{"employment_length":10,"home_ownership":"OWN","zip_code":"917xx","address_state":"CA","earliest_credit_line":1987,"annual_income":105000.0},"106":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1973,"annual_income":95000.0},"107":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":210000.0},"108":{"employment_length":4,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1984,"annual_income":108000.0},"109":{"employment_length":1,"home_ownership":"RENT","zip_code":"943xx","address_state":"CA","earliest_credit_line":1996,"annual_income":115000.0},"110":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":1986,"annual_income":103000.0},"111":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1993,"annual_income":95000.0},"112":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":105000.0},"113":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1992,"annual_income":192000.0},"114":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1996,"annual_income":96000.0},"115":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":2001,"annual_income":95000.0},"116":{"employment_length":5,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"117":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1983,"annual_income":150000.0},"118":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"843xx","address_state":"UT","earliest_credit_line":1999,"annual_income":95000.0},"119":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1993,"annual_income":96000.0},"120":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1995,"annual_income":120000.0},"121":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1994,"annual_income":124800.0},"122":{"employment_length":9,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":120000.0},"123":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":98000.0},"124":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1999,"annual_income":107004.0},"125":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1986,"annual_income":148350.0},"126":{"employment_length":7,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1995,"annual_income":160000.0},"127":{"employment_length":2,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2007,"annual_income":115000.0},"128":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1991,"annual_income":114000.0},"129":{"employment_length":10,"home_ownership":"OWN","zip_code":"108xx","address_state":"NY","earliest_credit_line":2000,"annual_income":160000.0},"130":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"776xx","address_state":"TX","earliest_credit_line":1963,"annual_income":96000.0},"131":{"employment_length":3,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":125000.0},"132":{"employment_length":6,"home_ownership":"OWN","zip_code":"351xx","address_state":"AL","earliest_credit_line":1997,"annual_income":95000.0},"133":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"883xx","address_state":"NM","earliest_credit_line":1990,"annual_income":96000.0},"134":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":120000.0},"135":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"136xx","address_state":"NY","earliest_credit_line":1989,"annual_income":95000.0},"136":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1991,"annual_income":150000.0},"137":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1999,"annual_income":120000.0},"138":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1997,"annual_income":125000.0},"139":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"570xx","address_state":"SD","earliest_credit_line":1994,"annual_income":93000.0},"140":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"971xx","address_state":"OR","earliest_credit_line":1999,"annual_income":120000.0},"141":{"employment_length":10,"home_ownership":"OWN","zip_code":"397xx","address_state":"MS","earliest_credit_line":1984,"annual_income":106870.0},"142":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1985,"annual_income":130000.0},"143":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1990,"annual_income":97000.0},"144":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"404xx","address_state":"KY","earliest_credit_line":1996,"annual_income":180000.0},"145":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1985,"annual_income":132000.0},"146":{"employment_length":1,"home_ownership":"RENT","zip_code":"939xx","address_state":"CA","earliest_credit_line":1994,"annual_income":112000.0},"147":{"employment_length":7,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":1998,"annual_income":175000.0},"148":{"employment_length":4,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1988,"annual_income":123000.0},"149":{"employment_length":10,"home_ownership":"RENT","zip_code":"910xx","address_state":"CA","earliest_credit_line":1988,"annual_income":135000.0},"150":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1996,"annual_income":96984.0},"151":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"145xx","address_state":"NY","earliest_credit_line":1987,"annual_income":100000.0},"152":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1980,"annual_income":144000.0},"153":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2001,"annual_income":163232.0},"154":{"employment_length":1,"home_ownership":"RENT","zip_code":"730xx","address_state":"OK","earliest_credit_line":1988,"annual_income":120000.0},"155":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1995,"annual_income":175000.0},"156":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":1970,"annual_income":114000.0},"157":{"employment_length":7,"home_ownership":"OWN","zip_code":"782xx","address_state":"TX","earliest_credit_line":1994,"annual_income":100800.0},"158":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"985xx","address_state":"WA","earliest_credit_line":1998,"annual_income":120000.0},"159":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1999,"annual_income":120000.0},"160":{"employment_length":5,"home_ownership":"RENT","zip_code":"114xx","address_state":"NY","earliest_credit_line":1999,"annual_income":108000.0},"161":{"employment_length":3,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":2001,"annual_income":124000.0},"162":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"998xx","address_state":"AK","earliest_credit_line":2002,"annual_income":112000.0},"163":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1981,"annual_income":132000.0},"164":{"employment_length":10,"home_ownership":"OWN","zip_code":"103xx","address_state":"NY","earliest_credit_line":1982,"annual_income":102000.0},"165":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1993,"annual_income":98000.0},"166":{"employment_length":10,"home_ownership":"RENT","zip_code":"430xx","address_state":"OH","earliest_credit_line":2001,"annual_income":100000.0},"167":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2002,"annual_income":93000.0},"168":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2003,"annual_income":95000.0},"169":{"employment_length":7,"home_ownership":"OWN","zip_code":"951xx","address_state":"CA","earliest_credit_line":1999,"annual_income":130000.0},"170":{"employment_length":3,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2006,"annual_income":110000.0},"171":{"employment_length":1,"home_ownership":"RENT","zip_code":"153xx","address_state":"PA","earliest_credit_line":1981,"annual_income":115000.0},"172":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1999,"annual_income":120000.0},"173":{"employment_length":3,"home_ownership":"OWN","zip_code":"946xx","address_state":"CA","earliest_credit_line":2001,"annual_income":95000.0},"174":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":1997,"annual_income":170000.0},"175":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1993,"annual_income":97000.0},"176":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"292xx","address_state":"SC","earliest_credit_line":1993,"annual_income":132000.0},"177":{"employment_length":3,"home_ownership":"RENT","zip_code":"337xx","address_state":"FL","earliest_credit_line":1989,"annual_income":91200.0},"178":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":1991,"annual_income":135000.0},"179":{"employment_length":3,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":155000.0},"180":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1989,"annual_income":115742.0},"181":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1998,"annual_income":105000.0},"182":{"employment_length":4,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1998,"annual_income":94000.0},"183":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":2003,"annual_income":93158.0},"184":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1995,"annual_income":175000.0},"185":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1989,"annual_income":102540.0},"186":{"employment_length":4,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1999,"annual_income":160000.0},"187":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1991,"annual_income":100000.0},"188":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1990,"annual_income":96000.0},"189":{"employment_length":10,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1997,"annual_income":112000.0},"190":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1990,"annual_income":91000.0},"191":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"083xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":101400.0},"192":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"992xx","address_state":"WA","earliest_credit_line":1997,"annual_income":120000.0},"193":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1990,"annual_income":120000.0},"194":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1986,"annual_income":130900.0},"195":{"employment_length":1,"home_ownership":"RENT","zip_code":"551xx","address_state":"MN","earliest_credit_line":1988,"annual_income":120000.0},"196":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"943xx","address_state":"CA","earliest_credit_line":2001,"annual_income":120000.0},"197":{"employment_length":10,"home_ownership":"OWN","zip_code":"442xx","address_state":"OH","earliest_credit_line":1998,"annual_income":95004.0},"198":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1990,"annual_income":95000.0},"199":{"employment_length":2,"home_ownership":"RENT","zip_code":"106xx","address_state":"NY","earliest_credit_line":2000,"annual_income":125000.0},"200":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"148xx","address_state":"NY","earliest_credit_line":1990,"annual_income":97000.0},"201":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"492xx","address_state":"MI","earliest_credit_line":1999,"annual_income":100000.0},"202":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1995,"annual_income":100000.0},"203":{"employment_length":3,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2000,"annual_income":90050.0},"204":{"employment_length":8,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1993,"annual_income":125000.0},"205":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1991,"annual_income":149400.0},"206":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2006,"annual_income":156000.0},"207":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":1991,"annual_income":200000.0},"208":{"employment_length":3,"home_ownership":"RENT","zip_code":"210xx","address_state":"MD","earliest_credit_line":1998,"annual_income":92001.0},"209":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"624xx","address_state":"IL","earliest_credit_line":2001,"annual_income":112000.0},"210":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":96000.0},"211":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1998,"annual_income":102000.0},"212":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1989,"annual_income":150000.0},"213":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"062xx","address_state":"CT","earliest_credit_line":2001,"annual_income":130000.0},"214":{"employment_length":3,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":150000.0},"215":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":1995,"annual_income":136173.0},"216":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":1987,"annual_income":95832.0},"217":{"employment_length":10,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":1982,"annual_income":115154.16},"218":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"015xx","address_state":"MA","earliest_credit_line":2000,"annual_income":109000.0},"219":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"069xx","address_state":"CT","earliest_credit_line":1988,"annual_income":95000.0},"220":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":2001,"annual_income":115000.0},"221":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"199xx","address_state":"DE","earliest_credit_line":2000,"annual_income":105000.0},"222":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1990,"annual_income":140000.0},"223":{"employment_length":7,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":118000.0},"224":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1988,"annual_income":108000.0},"225":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":2001,"annual_income":120000.0},"226":{"employment_length":6,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":1984,"annual_income":160000.0},"227":{"employment_length":0,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1997,"annual_income":175000.0},"228":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":98000.0},"229":{"employment_length":1,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":2002,"annual_income":115000.0},"230":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1975,"annual_income":275000.0},"231":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"912xx","address_state":"CA","earliest_credit_line":1991,"annual_income":170000.0},"232":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1997,"annual_income":92000.0},"233":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1988,"annual_income":96000.0},"234":{"employment_length":10,"home_ownership":"RENT","zip_code":"334xx","address_state":"MN","earliest_credit_line":1993,"annual_income":164000.0},"235":{"employment_length":7,"home_ownership":"OWN","zip_code":"678xx","address_state":"KS","earliest_credit_line":2000,"annual_income":120000.0},"236":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"494xx","address_state":"MI","earliest_credit_line":1996,"annual_income":115000.0},"237":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":1997,"annual_income":92000.0},"238":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1996,"annual_income":120000.0},"239":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1987,"annual_income":150792.0},"240":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1987,"annual_income":130992.0},"241":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1996,"annual_income":125004.0},"242":{"employment_length":10,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":1997,"annual_income":145000.0},"243":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":2004,"annual_income":111000.0},"244":{"employment_length":10,"home_ownership":"OWN","zip_code":"992xx","address_state":"WA","earliest_credit_line":1986,"annual_income":98000.0},"245":{"employment_length":3,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"246":{"employment_length":6,"home_ownership":"RENT","zip_code":"934xx","address_state":"CA","earliest_credit_line":1999,"annual_income":96000.0},"247":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1970,"annual_income":113000.0},"248":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1997,"annual_income":99600.0},"249":{"employment_length":1,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1996,"annual_income":105000.0},"250":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1988,"annual_income":105000.0},"251":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"916xx","address_state":"CA","earliest_credit_line":2000,"annual_income":113592.0},"252":{"employment_length":3,"home_ownership":"RENT","zip_code":"302xx","address_state":"GA","earliest_credit_line":2000,"annual_income":111460.0},"253":{"employment_length":3,"home_ownership":"RENT","zip_code":"303xx","address_state":"GA","earliest_credit_line":1997,"annual_income":94000.0},"254":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2004,"annual_income":110000.0},"255":{"employment_length":6,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":2003,"annual_income":130000.0},"256":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1990,"annual_income":195000.0},"257":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1998,"annual_income":115000.0},"258":{"employment_length":6,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1990,"annual_income":110000.0},"259":{"employment_length":5,"home_ownership":"OWN","zip_code":"200xx","address_state":"DC","earliest_credit_line":1993,"annual_income":112732.0},"260":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":1983,"annual_income":120000.0},"261":{"employment_length":1,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":2001,"annual_income":140000.0},"262":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1996,"annual_income":114996.0},"263":{"employment_length":1,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1997,"annual_income":123000.0},"264":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1984,"annual_income":100000.0},"265":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2007,"annual_income":95000.0},"266":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":1996,"annual_income":110000.0},"267":{"employment_length":10,"home_ownership":"OWN","zip_code":"330xx","address_state":"FL","earliest_credit_line":1992,"annual_income":115000.0},"268":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1998,"annual_income":154008.0},"269":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1990,"annual_income":108000.0},"270":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":2001,"annual_income":92000.0},"271":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2001,"annual_income":120000.0},"272":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"495xx","address_state":"MI","earliest_credit_line":1968,"annual_income":182004.0},"273":{"employment_length":1,"home_ownership":"RENT","zip_code":"323xx","address_state":"FL","earliest_credit_line":1972,"annual_income":128000.0},"274":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1983,"annual_income":180000.0},"275":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1998,"annual_income":96000.0},"276":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1987,"annual_income":109000.0},"277":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":2001,"annual_income":138000.0},"278":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":220000.0},"279":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1992,"annual_income":95000.0},"280":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"657xx","address_state":"MO","earliest_credit_line":1999,"annual_income":101000.0},"281":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"278xx","address_state":"NC","earliest_credit_line":1994,"annual_income":240000.0},"282":{"employment_length":1,"home_ownership":"RENT","zip_code":"652xx","address_state":"MO","earliest_credit_line":2007,"annual_income":130000.0},"283":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"199xx","address_state":"DE","earliest_credit_line":1999,"annual_income":95000.0},"284":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1982,"annual_income":115000.0},"285":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":2005,"annual_income":120000.0},"286":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"287":{"employment_length":5,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1992,"annual_income":300000.0},"288":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1999,"annual_income":120000.0},"289":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1980,"annual_income":138000.0},"290":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1989,"annual_income":98400.0},"291":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1998,"annual_income":105600.0},"292":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1995,"annual_income":110000.0},"293":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1993,"annual_income":126000.0},"294":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":110000.0},"295":{"employment_length":10,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1992,"annual_income":95000.0},"296":{"employment_length":7,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1988,"annual_income":200000.0},"297":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":135000.0},"298":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1991,"annual_income":97000.0},"299":{"employment_length":10,"home_ownership":"OWN","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":120000.0},"300":{"employment_length":4,"home_ownership":"RENT","zip_code":"871xx","address_state":"NM","earliest_credit_line":1988,"annual_income":92000.0},"301":{"employment_length":10,"home_ownership":"RENT","zip_code":"320xx","address_state":"FL","earliest_credit_line":1980,"annual_income":143400.0},"302":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"321xx","address_state":"FL","earliest_credit_line":1993,"annual_income":93000.0},"303":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1997,"annual_income":93000.0},"304":{"employment_length":10,"home_ownership":"RENT","zip_code":"600xx","address_state":"IL","earliest_credit_line":1999,"annual_income":96000.0},"305":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":92000.0},"306":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":92259.0},"307":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"439xx","address_state":"OH","earliest_credit_line":1992,"annual_income":115000.0},"308":{"employment_length":3,"home_ownership":"OWN","zip_code":"705xx","address_state":"LA","earliest_credit_line":2006,"annual_income":150000.0},"309":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":100000.0},"310":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2000,"annual_income":119004.0},"311":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":100000.0},"312":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1995,"annual_income":110400.0},"313":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":2000,"annual_income":102500.0},"314":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1986,"annual_income":110000.0},"315":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"610xx","address_state":"IL","earliest_credit_line":1999,"annual_income":110000.0},"316":{"employment_length":4,"home_ownership":"OWN","zip_code":"107xx","address_state":"NY","earliest_credit_line":2000,"annual_income":120000.0},"317":{"employment_length":9,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":101877.0},"318":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1999,"annual_income":101000.0},"319":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1990,"annual_income":92000.0},"320":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1993,"annual_income":165000.0},"321":{"employment_length":1,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1996,"annual_income":93600.0},"322":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1989,"annual_income":96000.0},"323":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":100860.0},"324":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2005,"annual_income":120000.0},"325":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":99996.0},"326":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":2002,"annual_income":95004.0},"327":{"employment_length":1,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1995,"annual_income":200000.0},"328":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1994,"annual_income":99518.42},"329":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1997,"annual_income":119004.0},"330":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":95000.0},"331":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"332":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1984,"annual_income":129996.0},"333":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1978,"annual_income":98000.0},"334":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"335":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1997,"annual_income":101000.0},"336":{"employment_length":4,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":1989,"annual_income":95000.0},"337":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1989,"annual_income":480000.0},"338":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1993,"annual_income":120000.0},"339":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1991,"annual_income":200000.0},"340":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":145000.0},"341":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":2000,"annual_income":170000.0},"342":{"employment_length":5,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1997,"annual_income":118000.0},"343":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1991,"annual_income":186000.0},"344":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1996,"annual_income":94940.0},"345":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1992,"annual_income":94342.0},"346":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1999,"annual_income":130000.0},"347":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"180xx","address_state":"PA","earliest_credit_line":1998,"annual_income":140000.0},"348":{"employment_length":2,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1993,"annual_income":91500.0},"349":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":96000.0},"350":{"employment_length":10,"home_ownership":"RENT","zip_code":"454xx","address_state":"OH","earliest_credit_line":1999,"annual_income":116664.0},"351":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1989,"annual_income":94000.0},"352":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"535xx","address_state":"WI","earliest_credit_line":1997,"annual_income":145000.0},"353":{"employment_length":2,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":1997,"annual_income":94404.0},"354":{"employment_length":10,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":1971,"annual_income":101040.0},"355":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":2000,"annual_income":97500.0},"356":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1992,"annual_income":200000.0},"357":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"285xx","address_state":"WV","earliest_credit_line":1997,"annual_income":95610.0},"358":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"857xx","address_state":"AZ","earliest_credit_line":1971,"annual_income":128000.0},"359":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1990,"annual_income":140000.0},"360":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1997,"annual_income":144000.0},"361":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1985,"annual_income":118000.0},"362":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1995,"annual_income":128000.0},"363":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1999,"annual_income":110000.0},"364":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1998,"annual_income":130000.0},"365":{"employment_length":7,"home_ownership":"RENT","zip_code":"114xx","address_state":"NY","earliest_credit_line":2002,"annual_income":95000.0},"366":{"employment_length":1,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":1996,"annual_income":96000.0},"367":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1997,"annual_income":100800.0},"368":{"employment_length":1,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1996,"annual_income":225000.0},"369":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1996,"annual_income":130000.0},"370":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1974,"annual_income":120000.0},"371":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1988,"annual_income":129996.0},"372":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1980,"annual_income":100000.0},"373":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1979,"annual_income":100840.0},"374":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1997,"annual_income":113000.0},"375":{"employment_length":2,"home_ownership":"RENT","zip_code":"140xx","address_state":"NY","earliest_credit_line":1995,"annual_income":132000.0},"376":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1999,"annual_income":94500.0},"377":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2001,"annual_income":100000.0},"378":{"employment_length":10,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1990,"annual_income":96000.0},"379":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100300.0},"380":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":1992,"annual_income":94000.0},"381":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"382":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1999,"annual_income":146000.0},"383":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"384":{"employment_length":5,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"385":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1994,"annual_income":170000.0},"386":{"employment_length":1,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":2001,"annual_income":105000.0},"387":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":1990,"annual_income":133000.0},"388":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1989,"annual_income":130000.0},"389":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":2001,"annual_income":90080.61},"390":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1995,"annual_income":108000.0},"391":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1996,"annual_income":125000.0},"392":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1999,"annual_income":102996.0},"393":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"394":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"482xx","address_state":"MI","earliest_credit_line":1994,"annual_income":103000.0},"395":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"880xx","address_state":"NM","earliest_credit_line":1994,"annual_income":100000.0},"396":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1987,"annual_income":99996.0},"397":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":2006,"annual_income":100000.0},"398":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":2002,"annual_income":96000.0},"399":{"employment_length":10,"home_ownership":"OWN","zip_code":"270xx","address_state":"NC","earliest_credit_line":1994,"annual_income":91000.0},"400":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1998,"annual_income":106000.0},"401":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1994,"annual_income":100000.0},"402":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1994,"annual_income":100000.0},"403":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1985,"annual_income":144000.0},"404":{"employment_length":8,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1997,"annual_income":150000.0},"405":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"537xx","address_state":"WI","earliest_credit_line":1993,"annual_income":134000.0},"406":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1999,"annual_income":120000.0},"407":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1996,"annual_income":97000.0},"408":{"employment_length":6,"home_ownership":"OWN","zip_code":"133xx","address_state":"NY","earliest_credit_line":1987,"annual_income":113400.0},"409":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":2001,"annual_income":106000.0},"410":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1999,"annual_income":103000.0},"411":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1990,"annual_income":165000.0},"412":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1991,"annual_income":225000.0},"413":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"114xx","address_state":"NY","earliest_credit_line":2004,"annual_income":115000.0},"414":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1992,"annual_income":96000.0},"415":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"061xx","address_state":"CT","earliest_credit_line":1973,"annual_income":95000.0},"416":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1996,"annual_income":103000.0},"417":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":1975,"annual_income":100000.0},"418":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1999,"annual_income":110000.0},"419":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":2000,"annual_income":97700.0},"420":{"employment_length":4,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":2000,"annual_income":102000.0},"421":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1996,"annual_income":108000.0},"422":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1989,"annual_income":250000.0},"423":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"543xx","address_state":"WI","earliest_credit_line":1994,"annual_income":140987.0},"424":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"025xx","address_state":"MA","earliest_credit_line":1996,"annual_income":100000.0},"425":{"employment_length":10,"home_ownership":"RENT","zip_code":"800xx","address_state":"CO","earliest_credit_line":1986,"annual_income":95000.0},"426":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":2000,"annual_income":147884.76},"427":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1997,"annual_income":225000.0},"428":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":120000.0},"429":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2002,"annual_income":130000.0},"430":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"134xx","address_state":"NY","earliest_credit_line":1991,"annual_income":175000.0},"431":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":2003,"annual_income":113000.0},"432":{"employment_length":3,"home_ownership":"RENT","zip_code":"114xx","address_state":"NY","earliest_credit_line":2004,"annual_income":170000.0},"433":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1975,"annual_income":93000.0},"434":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1992,"annual_income":150000.0},"435":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2000,"annual_income":130000.0},"436":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2007,"annual_income":95000.0},"437":{"employment_length":3,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2006,"annual_income":112455.0},"438":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1994,"annual_income":110000.0},"439":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1988,"annual_income":141000.0},"440":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1996,"annual_income":103000.0},"441":{"employment_length":7,"home_ownership":"OWN","zip_code":"752xx","address_state":"TX","earliest_credit_line":1998,"annual_income":110000.0},"442":{"employment_length":8,"home_ownership":"OWN","zip_code":"554xx","address_state":"MN","earliest_credit_line":1996,"annual_income":120000.0},"443":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"324xx","address_state":"FL","earliest_credit_line":2001,"annual_income":104000.0},"444":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"062xx","address_state":"CT","earliest_credit_line":1984,"annual_income":120000.0},"445":{"employment_length":0,"home_ownership":"OWN","zip_code":"109xx","address_state":"NY","earliest_credit_line":1999,"annual_income":372000.0},"446":{"employment_length":10,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":97500.0},"447":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1997,"annual_income":128000.0},"448":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"449":{"employment_length":8,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":105500.0},"450":{"employment_length":1,"home_ownership":"OWN","zip_code":"225xx","address_state":"VA","earliest_credit_line":2004,"annual_income":105000.0},"451":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2002,"annual_income":100000.0},"452":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1997,"annual_income":98004.0},"453":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1978,"annual_income":98800.0},"454":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":109000.0},"455":{"employment_length":7,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":1990,"annual_income":99996.0},"456":{"employment_length":5,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1989,"annual_income":100000.0},"457":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"488xx","address_state":"MI","earliest_credit_line":1998,"annual_income":112000.0},"458":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":98004.0},"459":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"612xx","address_state":"IL","earliest_credit_line":1992,"annual_income":120000.0},"460":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":1990,"annual_income":116700.0},"461":{"employment_length":8,"home_ownership":"RENT","zip_code":"895xx","address_state":"NV","earliest_credit_line":1978,"annual_income":160000.0},"462":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":1985,"annual_income":110000.0},"463":{"employment_length":4,"home_ownership":"RENT","zip_code":"189xx","address_state":"PA","earliest_credit_line":2000,"annual_income":200000.0},"464":{"employment_length":3,"home_ownership":"RENT","zip_code":"551xx","address_state":"MN","earliest_credit_line":1994,"annual_income":130000.0},"465":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":95000.0},"466":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95000.0},"467":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1995,"annual_income":94700.0},"468":{"employment_length":1,"home_ownership":"RENT","zip_code":"925xx","address_state":"CA","earliest_credit_line":1991,"annual_income":165996.0},"469":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1966,"annual_income":102000.0},"470":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1995,"annual_income":105000.0},"471":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1983,"annual_income":105000.0},"472":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"170xx","address_state":"PA","earliest_credit_line":1993,"annual_income":118443.0},"473":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":110000.0},"474":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"442xx","address_state":"OH","earliest_credit_line":1991,"annual_income":95000.0},"475":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1999,"annual_income":110000.0},"476":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":1994,"annual_income":100000.0},"477":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"310xx","address_state":"GA","earliest_credit_line":1996,"annual_income":110004.0},"478":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1999,"annual_income":110000.0},"479":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":2000,"annual_income":115000.0},"480":{"employment_length":4,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2006,"annual_income":105500.0},"481":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1989,"annual_income":138000.0},"482":{"employment_length":5,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1998,"annual_income":99999.0},"483":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":1997,"annual_income":124000.0},"484":{"employment_length":2,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1995,"annual_income":123000.0},"485":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"219xx","address_state":"MD","earliest_credit_line":1987,"annual_income":130000.0},"486":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":125000.0},"487":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1991,"annual_income":112445.0},"488":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":1992,"annual_income":120000.0},"489":{"employment_length":1,"home_ownership":"OWN","zip_code":"331xx","address_state":"FL","earliest_credit_line":1996,"annual_income":105000.0},"490":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1994,"annual_income":106000.0},"491":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":2004,"annual_income":115000.0},"492":{"employment_length":4,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2002,"annual_income":110004.0},"493":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1999,"annual_income":220000.0},"494":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"895xx","address_state":"NV","earliest_credit_line":1982,"annual_income":91200.0},"495":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1986,"annual_income":175000.0},"496":{"employment_length":8,"home_ownership":"OWN","zip_code":"799xx","address_state":"TX","earliest_credit_line":1999,"annual_income":96000.0},"497":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1982,"annual_income":150000.0},"498":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"306xx","address_state":"GA","earliest_credit_line":1985,"annual_income":126000.0},"499":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"665xx","address_state":"KS","earliest_credit_line":1992,"annual_income":96000.0},"500":{"employment_length":9,"home_ownership":"RENT","zip_code":"906xx","address_state":"CA","earliest_credit_line":1999,"annual_income":107000.0},"501":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"991xx","address_state":"WA","earliest_credit_line":1986,"annual_income":100000.0},"502":{"employment_length":10,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"503":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":1995,"annual_income":150000.0},"504":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"173xx","address_state":"PA","earliest_credit_line":1999,"annual_income":91992.0},"505":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":105000.0},"506":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":2002,"annual_income":98000.0},"507":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"183xx","address_state":"PA","earliest_credit_line":1994,"annual_income":175000.0},"508":{"employment_length":10,"home_ownership":"OWN","zip_code":"441xx","address_state":"OH","earliest_credit_line":1997,"annual_income":125000.0},"509":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":140000.0},"510":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"024xx","address_state":"MA","earliest_credit_line":1994,"annual_income":145000.0},"511":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1997,"annual_income":93000.0},"512":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1989,"annual_income":105000.0},"513":{"employment_length":1,"home_ownership":"RENT","zip_code":"068xx","address_state":"CT","earliest_credit_line":1988,"annual_income":110000.0},"514":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1996,"annual_income":157000.0},"515":{"employment_length":5,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1998,"annual_income":105000.0},"516":{"employment_length":3,"home_ownership":"RENT","zip_code":"890xx","address_state":"NV","earliest_credit_line":1993,"annual_income":95000.0},"517":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1983,"annual_income":100000.0},"518":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"672xx","address_state":"KS","earliest_credit_line":1999,"annual_income":130000.0},"519":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"304xx","address_state":"GA","earliest_credit_line":1999,"annual_income":150000.0},"520":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1990,"annual_income":120000.0},"521":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":1983,"annual_income":125000.0},"522":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"029xx","address_state":"RI","earliest_credit_line":1990,"annual_income":100000.0},"523":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95000.0},"524":{"employment_length":10,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":200000.0},"525":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1989,"annual_income":120000.0},"526":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"229xx","address_state":"VA","earliest_credit_line":1999,"annual_income":100000.0},"527":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":144000.0},"528":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1992,"annual_income":145000.0},"529":{"employment_length":8,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1996,"annual_income":98000.0},"530":{"employment_length":5,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":1993,"annual_income":95000.0},"531":{"employment_length":2,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":2003,"annual_income":99100.0},"532":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1995,"annual_income":141000.0},"533":{"employment_length":1,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2000,"annual_income":150000.0},"534":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2002,"annual_income":130000.0},"535":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1995,"annual_income":124000.0},"536":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"494xx","address_state":"MI","earliest_credit_line":1993,"annual_income":105000.0},"537":{"employment_length":4,"home_ownership":"RENT","zip_code":"918xx","address_state":"CA","earliest_credit_line":1985,"annual_income":125000.0},"538":{"employment_length":5,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1981,"annual_income":105000.0},"539":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1993,"annual_income":114000.0},"540":{"employment_length":3,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2000,"annual_income":160800.0},"541":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"954xx","address_state":"CA","earliest_credit_line":1976,"annual_income":99600.0},"542":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1999,"annual_income":155000.0},"543":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"484xx","address_state":"MI","earliest_credit_line":2007,"annual_income":96000.0},"544":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1983,"annual_income":95000.0},"545":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"144xx","address_state":"NY","earliest_credit_line":1996,"annual_income":99000.0},"546":{"employment_length":2,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2007,"annual_income":97000.0},"547":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1986,"annual_income":99780.0},"548":{"employment_length":5,"home_ownership":"RENT","zip_code":"064xx","address_state":"CT","earliest_credit_line":1998,"annual_income":230004.0},"549":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"855xx","address_state":"AZ","earliest_credit_line":1992,"annual_income":93000.0},"550":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"446xx","address_state":"OH","earliest_credit_line":1987,"annual_income":109000.0},"551":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1985,"annual_income":120000.0},"552":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"229xx","address_state":"VA","earliest_credit_line":1999,"annual_income":175000.0},"553":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"811xx","address_state":"CO","earliest_credit_line":1995,"annual_income":91500.0},"554":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":1993,"annual_income":125004.0},"555":{"employment_length":4,"home_ownership":"RENT","zip_code":"217xx","address_state":"MD","earliest_credit_line":1995,"annual_income":94000.0},"556":{"employment_length":2,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":195700.0},"557":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":2000,"annual_income":119153.0},"558":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1980,"annual_income":140000.0},"559":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1995,"annual_income":145986.62},"560":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1998,"annual_income":96000.0},"561":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"612xx","address_state":"IL","earliest_credit_line":1998,"annual_income":93132.0},"562":{"employment_length":10,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1994,"annual_income":102552.0},"563":{"employment_length":4,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2003,"annual_income":96000.0},"564":{"employment_length":3,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":1994,"annual_income":120000.0},"565":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"231xx","address_state":"VA","earliest_credit_line":1987,"annual_income":107000.0},"566":{"employment_length":5,"home_ownership":"RENT","zip_code":"336xx","address_state":"FL","earliest_credit_line":1979,"annual_income":95000.0},"567":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"273xx","address_state":"NC","earliest_credit_line":1995,"annual_income":95000.0},"568":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"619xx","address_state":"IL","earliest_credit_line":1959,"annual_income":130000.0},"569":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":1994,"annual_income":96000.0},"570":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1994,"annual_income":108000.0},"571":{"employment_length":10,"home_ownership":"OWN","zip_code":"207xx","address_state":"MD","earliest_credit_line":1997,"annual_income":112227.0},"572":{"employment_length":4,"home_ownership":"RENT","zip_code":"072xx","address_state":"NJ","earliest_credit_line":2006,"annual_income":95004.0},"573":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"227xx","address_state":"VA","earliest_credit_line":1990,"annual_income":105000.0},"574":{"employment_length":9,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1998,"annual_income":112000.0},"575":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"808xx","address_state":"CO","earliest_credit_line":1999,"annual_income":120000.0},"576":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1984,"annual_income":160000.0},"577":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1976,"annual_income":95000.0},"578":{"employment_length":4,"home_ownership":"RENT","zip_code":"083xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":95000.0},"579":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2001,"annual_income":96000.0},"580":{"employment_length":10,"home_ownership":"OWN","zip_code":"320xx","address_state":"FL","earliest_credit_line":1983,"annual_income":120000.0},"581":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1997,"annual_income":156000.0},"582":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1995,"annual_income":96000.0},"583":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"946xx","address_state":"CA","earliest_credit_line":1994,"annual_income":105996.0},"584":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":140000.0},"585":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"451xx","address_state":"OH","earliest_credit_line":1995,"annual_income":113676.0},"586":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1998,"annual_income":140000.0},"587":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1996,"annual_income":120000.0},"588":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"351xx","address_state":"AL","earliest_credit_line":1993,"annual_income":99000.0},"589":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"089xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":115000.0},"590":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1998,"annual_income":95000.0},"591":{"employment_length":0,"home_ownership":"OWN","zip_code":"996xx","address_state":"AK","earliest_credit_line":1970,"annual_income":108000.0},"592":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1994,"annual_income":183000.0},"593":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"780xx","address_state":"TX","earliest_credit_line":1996,"annual_income":105000.0},"594":{"employment_length":2,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":2001,"annual_income":110000.0},"595":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1997,"annual_income":123735.0},"596":{"employment_length":10,"home_ownership":"RENT","zip_code":"336xx","address_state":"FL","earliest_credit_line":2003,"annual_income":100000.0},"597":{"employment_length":6,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":91000.0},"598":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"119xx","address_state":"NY","earliest_credit_line":2002,"annual_income":249996.0},"599":{"employment_length":8,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1996,"annual_income":95000.0},"600":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":2000,"annual_income":140000.0},"601":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1994,"annual_income":114000.0},"602":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1987,"annual_income":112992.0},"603":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1989,"annual_income":100010.0},"604":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"310xx","address_state":"GA","earliest_credit_line":1995,"annual_income":98000.0},"605":{"employment_length":1,"home_ownership":"RENT","zip_code":"953xx","address_state":"CA","earliest_credit_line":2000,"annual_income":93000.0},"606":{"employment_length":10,"home_ownership":"OWN","zip_code":"104xx","address_state":"NY","earliest_credit_line":1983,"annual_income":124000.0},"607":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"293xx","address_state":"SC","earliest_credit_line":1992,"annual_income":115000.0},"608":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1983,"annual_income":119238.0},"609":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1981,"annual_income":130000.0},"610":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1987,"annual_income":120000.0},"611":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":144000.0},"612":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"882xx","address_state":"NM","earliest_credit_line":1993,"annual_income":96000.0},"613":{"employment_length":3,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":147750.0},"614":{"employment_length":1,"home_ownership":"RENT","zip_code":"296xx","address_state":"SC","earliest_credit_line":1994,"annual_income":100000.0},"615":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1977,"annual_income":156000.0},"616":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1990,"annual_income":114996.0},"617":{"employment_length":3,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1994,"annual_income":99000.0},"618":{"employment_length":10,"home_ownership":"RENT","zip_code":"931xx","address_state":"CA","earliest_credit_line":1990,"annual_income":110000.0},"619":{"employment_length":3,"home_ownership":"RENT","zip_code":"914xx","address_state":"CA","earliest_credit_line":1999,"annual_income":127500.0},"620":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1998,"annual_income":105000.0},"621":{"employment_length":10,"home_ownership":"OWN","zip_code":"180xx","address_state":"PA","earliest_credit_line":1983,"annual_income":114000.0},"622":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1990,"annual_income":104000.0},"623":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":91000.0},"624":{"employment_length":1,"home_ownership":"RENT","zip_code":"786xx","address_state":"TX","earliest_credit_line":1995,"annual_income":120000.0},"625":{"employment_length":1,"home_ownership":"OWN","zip_code":"773xx","address_state":"TX","earliest_credit_line":1995,"annual_income":144000.0},"626":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1985,"annual_income":99000.0},"627":{"employment_length":3,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2001,"annual_income":95000.0},"628":{"employment_length":1,"home_ownership":"RENT","zip_code":"066xx","address_state":"CT","earliest_credit_line":2002,"annual_income":110000.0},"629":{"employment_length":1,"home_ownership":"RENT","zip_code":"490xx","address_state":"MI","earliest_credit_line":1984,"annual_income":360000.0},"630":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"024xx","address_state":"MA","earliest_credit_line":1994,"annual_income":160000.0},"631":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1987,"annual_income":130000.0},"632":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1996,"annual_income":112000.0},"633":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1998,"annual_income":120000.0},"634":{"employment_length":10,"home_ownership":"OWN","zip_code":"326xx","address_state":"FL","earliest_credit_line":1984,"annual_income":107000.0},"635":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":150600.0},"636":{"employment_length":10,"home_ownership":"RENT","zip_code":"700xx","address_state":"LA","earliest_credit_line":1996,"annual_income":100000.0},"637":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1992,"annual_income":114996.0},"638":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1990,"annual_income":131004.0},"639":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":2000,"annual_income":120000.0},"640":{"employment_length":10,"home_ownership":"RENT","zip_code":"294xx","address_state":"SC","earliest_credit_line":2001,"annual_income":93000.0},"641":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1993,"annual_income":120000.0},"642":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":92004.0},"643":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1994,"annual_income":106452.0},"644":{"employment_length":1,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":1998,"annual_income":175436.0},"645":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":102000.0},"646":{"employment_length":4,"home_ownership":"OWN","zip_code":"183xx","address_state":"PA","earliest_credit_line":1989,"annual_income":120000.0},"647":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"294xx","address_state":"SC","earliest_credit_line":1989,"annual_income":116004.0},"648":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1989,"annual_income":130000.0},"649":{"employment_length":1,"home_ownership":"RENT","zip_code":"282xx","address_state":"NC","earliest_credit_line":1981,"annual_income":96000.0},"650":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":121008.0},"651":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95000.0},"652":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1985,"annual_income":97000.0},"653":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1993,"annual_income":118374.0},"654":{"employment_length":5,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1997,"annual_income":115000.0},"655":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1997,"annual_income":180000.0},"656":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":112000.0},"657":{"employment_length":10,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1982,"annual_income":91000.0},"658":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1993,"annual_income":94000.0},"659":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1998,"annual_income":132000.0},"660":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"223xx","address_state":"VA","earliest_credit_line":1990,"annual_income":105000.0},"661":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":120000.0},"662":{"employment_length":10,"home_ownership":"OWN","zip_code":"558xx","address_state":"MN","earliest_credit_line":1985,"annual_income":94500.0},"663":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1993,"annual_income":124000.0},"664":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1984,"annual_income":100000.0},"665":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1997,"annual_income":99400.0},"666":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1992,"annual_income":99996.0},"667":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1995,"annual_income":96000.0},"668":{"employment_length":3,"home_ownership":"RENT","zip_code":"968xx","address_state":"HI","earliest_credit_line":2001,"annual_income":140000.0},"669":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"728xx","address_state":"AR","earliest_credit_line":1978,"annual_income":122000.0},"670":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"710xx","address_state":"LA","earliest_credit_line":2002,"annual_income":126000.0},"671":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1997,"annual_income":130000.0},"672":{"employment_length":1,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2005,"annual_income":120000.0},"673":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1985,"annual_income":126000.0},"674":{"employment_length":8,"home_ownership":"OWN","zip_code":"604xx","address_state":"IL","earliest_credit_line":1978,"annual_income":150000.0},"675":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1995,"annual_income":140000.0},"676":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"400xx","address_state":"KY","earliest_credit_line":1998,"annual_income":132000.0},"677":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110656.0},"678":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1998,"annual_income":115000.0},"679":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1995,"annual_income":150000.0},"680":{"employment_length":5,"home_ownership":"OWN","zip_code":"109xx","address_state":"NY","earliest_credit_line":2002,"annual_income":100000.0},"681":{"employment_length":6,"home_ownership":"RENT","zip_code":"125xx","address_state":"NY","earliest_credit_line":1996,"annual_income":101424.0},"682":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":2005,"annual_income":110000.0},"683":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"365xx","address_state":"AL","earliest_credit_line":1996,"annual_income":100000.0},"684":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1988,"annual_income":150000.0},"685":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":100000.0},"686":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1998,"annual_income":120996.0},"687":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"630xx","address_state":"MO","earliest_credit_line":1995,"annual_income":113316.0},"688":{"employment_length":10,"home_ownership":"RENT","zip_code":"641xx","address_state":"MO","earliest_credit_line":1998,"annual_income":103641.0},"689":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1991,"annual_income":94128.0},"690":{"employment_length":10,"home_ownership":"OWN","zip_code":"323xx","address_state":"FL","earliest_credit_line":1995,"annual_income":110000.0},"691":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"285xx","address_state":"NC","earliest_credit_line":1979,"annual_income":195000.0},"692":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1980,"annual_income":154000.0},"693":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1991,"annual_income":103000.0},"694":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":150000.0},"695":{"employment_length":4,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1988,"annual_income":149400.0},"696":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"825xx","address_state":"WY","earliest_credit_line":1989,"annual_income":95400.0},"697":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"998xx","address_state":"AK","earliest_credit_line":2000,"annual_income":110004.0},"698":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":92000.0},"699":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1980,"annual_income":110000.0},"700":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":106000.0},"701":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1979,"annual_income":120000.0},"702":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1995,"annual_income":125000.0},"703":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1998,"annual_income":95000.0},"704":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1996,"annual_income":140000.0},"705":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"706":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1991,"annual_income":103000.0},"707":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"670xx","address_state":"KS","earliest_credit_line":1985,"annual_income":103000.0},"708":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":2000,"annual_income":98000.0},"709":{"employment_length":10,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1995,"annual_income":93000.0},"710":{"employment_length":1,"home_ownership":"RENT","zip_code":"191xx","address_state":"PA","earliest_credit_line":1996,"annual_income":96900.0},"711":{"employment_length":9,"home_ownership":"RENT","zip_code":"038xx","address_state":"NH","earliest_credit_line":1995,"annual_income":125000.0},"712":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1995,"annual_income":104606.0},"713":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"071xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":112200.0},"714":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"023xx","address_state":"MA","earliest_credit_line":1994,"annual_income":140000.0},"715":{"employment_length":1,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2000,"annual_income":99000.0},"716":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":2000,"annual_income":185000.0},"717":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"121xx","address_state":"NY","earliest_credit_line":1998,"annual_income":108000.0},"718":{"employment_length":4,"home_ownership":"OWN","zip_code":"705xx","address_state":"LA","earliest_credit_line":2000,"annual_income":120000.0},"719":{"employment_length":3,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1990,"annual_income":150000.0},"720":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1997,"annual_income":110000.0},"721":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1993,"annual_income":117000.0},"722":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":200000.0},"723":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"905xx","address_state":"CA","earliest_credit_line":1984,"annual_income":129900.0},"724":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1999,"annual_income":132000.0},"725":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":105000.0},"726":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1993,"annual_income":91000.0},"727":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2000,"annual_income":97000.0},"728":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"780xx","address_state":"TX","earliest_credit_line":1993,"annual_income":126000.0},"729":{"employment_length":3,"home_ownership":"RENT","zip_code":"914xx","address_state":"CA","earliest_credit_line":1986,"annual_income":150000.0},"730":{"employment_length":10,"home_ownership":"RENT","zip_code":"904xx","address_state":"CA","earliest_credit_line":1999,"annual_income":94000.0},"731":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1996,"annual_income":117000.0},"732":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"290xx","address_state":"SC","earliest_credit_line":1984,"annual_income":115000.0},"733":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1983,"annual_income":96000.0},"734":{"employment_length":10,"home_ownership":"OWN","zip_code":"230xx","address_state":"VA","earliest_credit_line":1992,"annual_income":96000.0},"735":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2004,"annual_income":92000.0},"736":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"107xx","address_state":"NY","earliest_credit_line":1999,"annual_income":135000.0},"737":{"employment_length":5,"home_ownership":"OWN","zip_code":"223xx","address_state":"VA","earliest_credit_line":1999,"annual_income":130000.0},"738":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"405xx","address_state":"KY","earliest_credit_line":1998,"annual_income":110000.0},"739":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"308xx","address_state":"GA","earliest_credit_line":1989,"annual_income":98100.0},"740":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1986,"annual_income":105508.0},"741":{"employment_length":10,"home_ownership":"OWN","zip_code":"221xx","address_state":"VA","earliest_credit_line":1983,"annual_income":153000.0},"742":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"451xx","address_state":"OH","earliest_credit_line":1995,"annual_income":105000.0},"743":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1982,"annual_income":91000.0},"744":{"employment_length":3,"home_ownership":"OWN","zip_code":"856xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":116000.0},"745":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"441xx","address_state":"OH","earliest_credit_line":1994,"annual_income":123996.0},"746":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1993,"annual_income":120000.0},"747":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":110000.0},"748":{"employment_length":3,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1996,"annual_income":95000.0},"749":{"employment_length":6,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":2001,"annual_income":92500.0},"750":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1998,"annual_income":140341.44},"751":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1994,"annual_income":91000.0},"752":{"employment_length":5,"home_ownership":"OWN","zip_code":"952xx","address_state":"CA","earliest_credit_line":1994,"annual_income":120000.0},"753":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2003,"annual_income":145596.0},"754":{"employment_length":1,"home_ownership":"RENT","zip_code":"236xx","address_state":"VA","earliest_credit_line":1994,"annual_income":93000.0},"755":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":1997,"annual_income":100000.0},"756":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1997,"annual_income":160000.0},"757":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1998,"annual_income":300000.0},"758":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"153xx","address_state":"PA","earliest_credit_line":1974,"annual_income":135600.0},"759":{"employment_length":1,"home_ownership":"OWN","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":110000.0},"760":{"employment_length":2,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":185000.0},"761":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1993,"annual_income":99220.0},"762":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":1988,"annual_income":96000.0},"763":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"151xx","address_state":"PA","earliest_credit_line":2000,"annual_income":120000.0},"764":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2003,"annual_income":96500.0},"765":{"employment_length":10,"home_ownership":"RENT","zip_code":"968xx","address_state":"HI","earliest_credit_line":1987,"annual_income":114000.0},"766":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1989,"annual_income":110000.0},"767":{"employment_length":8,"home_ownership":"OWN","zip_code":"113xx","address_state":"NY","earliest_credit_line":1996,"annual_income":95000.0},"768":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1993,"annual_income":127000.0},"769":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"610xx","address_state":"IL","earliest_credit_line":1998,"annual_income":147000.0},"770":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"630xx","address_state":"MO","earliest_credit_line":1989,"annual_income":176004.0},"771":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1971,"annual_income":100000.0},"772":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1977,"annual_income":106800.0},"773":{"employment_length":0,"home_ownership":"OWN","zip_code":"770xx","address_state":"TX","earliest_credit_line":1984,"annual_income":180000.0},"774":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1976,"annual_income":98000.0},"775":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"141xx","address_state":"NY","earliest_credit_line":1997,"annual_income":100000.0},"776":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":2000,"annual_income":103000.0},"777":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1986,"annual_income":96000.0},"778":{"employment_length":1,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1996,"annual_income":98000.0},"779":{"employment_length":1,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"780":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1997,"annual_income":125000.0},"781":{"employment_length":1,"home_ownership":"OWN","zip_code":"322xx","address_state":"FL","earliest_credit_line":1994,"annual_income":100000.0},"782":{"employment_length":5,"home_ownership":"OWN","zip_code":"956xx","address_state":"CA","earliest_credit_line":1994,"annual_income":102000.0},"783":{"employment_length":2,"home_ownership":"RENT","zip_code":"947xx","address_state":"CA","earliest_credit_line":1995,"annual_income":121000.0},"784":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1986,"annual_income":94000.0},"785":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1999,"annual_income":120000.0},"786":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1984,"annual_income":99996.0},"787":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2000,"annual_income":123000.0},"788":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1997,"annual_income":112774.0},"789":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1996,"annual_income":93600.0},"790":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":2000,"annual_income":92000.0},"791":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":190000.0},"792":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1989,"annual_income":198171.96},"793":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"197xx","address_state":"DE","earliest_credit_line":1994,"annual_income":104000.0},"794":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"234xx","address_state":"VA","earliest_credit_line":1991,"annual_income":92000.0},"795":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1984,"annual_income":100000.0},"796":{"employment_length":5,"home_ownership":"RENT","zip_code":"908xx","address_state":"CA","earliest_credit_line":1995,"annual_income":92000.0},"797":{"employment_length":4,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1992,"annual_income":154000.0},"798":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1996,"annual_income":110000.0},"799":{"employment_length":10,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1993,"annual_income":110000.0},"800":{"employment_length":1,"home_ownership":"RENT","zip_code":"544xx","address_state":"WI","earliest_credit_line":2002,"annual_income":336000.0},"801":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":98899.39},"802":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1995,"annual_income":135000.0},"803":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"312xx","address_state":"GA","earliest_credit_line":1993,"annual_income":106000.0},"804":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1964,"annual_income":126000.0},"805":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1988,"annual_income":145000.0},"806":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1981,"annual_income":125000.0},"807":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"329xx","address_state":"FL","earliest_credit_line":1977,"annual_income":93600.0},"808":{"employment_length":2,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2001,"annual_income":92000.0},"809":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1994,"annual_income":96000.0},"810":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1989,"annual_income":130000.0},"811":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1993,"annual_income":118800.0},"812":{"employment_length":1,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1987,"annual_income":130000.0},"813":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":1998,"annual_income":185000.0},"814":{"employment_length":10,"home_ownership":"OWN","zip_code":"641xx","address_state":"MO","earliest_credit_line":1986,"annual_income":117000.0},"815":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"056xx","address_state":"VT","earliest_credit_line":1989,"annual_income":139000.0},"816":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":1991,"annual_income":114000.0},"817":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1999,"annual_income":150000.0},"818":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1996,"annual_income":120000.0},"819":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1986,"annual_income":108000.0},"820":{"employment_length":10,"home_ownership":"OWN","zip_code":"944xx","address_state":"CA","earliest_credit_line":1995,"annual_income":110000.0},"821":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1994,"annual_income":95000.0},"822":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":99000.0},"823":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1997,"annual_income":170000.0},"824":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1984,"annual_income":99996.0},"825":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1991,"annual_income":99085.0},"826":{"employment_length":10,"home_ownership":"RENT","zip_code":"010xx","address_state":"MA","earliest_credit_line":1992,"annual_income":91000.0},"827":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1998,"annual_income":96000.0},"828":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1986,"annual_income":100000.0},"829":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1989,"annual_income":102500.0},"830":{"employment_length":5,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":1999,"annual_income":120000.0},"831":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":150000.0},"832":{"employment_length":1,"home_ownership":"RENT","zip_code":"813xx","address_state":"CO","earliest_credit_line":1994,"annual_income":144000.0},"833":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1990,"annual_income":552000.0},"834":{"employment_length":4,"home_ownership":"RENT","zip_code":"330xx","address_state":"FL","earliest_credit_line":1994,"annual_income":180000.0},"835":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":130000.0},"836":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1994,"annual_income":120000.0},"837":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"219xx","address_state":"MD","earliest_credit_line":1996,"annual_income":98000.0},"838":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1982,"annual_income":144000.0},"839":{"employment_length":6,"home_ownership":"RENT","zip_code":"815xx","address_state":"CO","earliest_credit_line":2000,"annual_income":125000.0},"840":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":92700.0},"841":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1998,"annual_income":140000.0},"842":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1993,"annual_income":138000.0},"843":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":2000,"annual_income":94000.0},"844":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"995xx","address_state":"AK","earliest_credit_line":1999,"annual_income":97192.0},"845":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"134xx","address_state":"NY","earliest_credit_line":1992,"annual_income":117000.0},"846":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"971xx","address_state":"OR","earliest_credit_line":1969,"annual_income":108000.0},"847":{"employment_length":10,"home_ownership":"RENT","zip_code":"322xx","address_state":"FL","earliest_credit_line":1990,"annual_income":95459.0},"848":{"employment_length":1,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1994,"annual_income":125000.0},"849":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"400xx","address_state":"KY","earliest_credit_line":1994,"annual_income":103000.0},"850":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1989,"annual_income":106000.0},"851":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":105000.0},"852":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1996,"annual_income":95000.0},"853":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1985,"annual_income":150000.0},"854":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1991,"annual_income":132996.0},"855":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1985,"annual_income":99840.0},"856":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1990,"annual_income":480000.0},"857":{"employment_length":10,"home_ownership":"RENT","zip_code":"904xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"858":{"employment_length":1,"home_ownership":"RENT","zip_code":"024xx","address_state":"MA","earliest_credit_line":1999,"annual_income":95000.0},"859":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"142xx","address_state":"NY","earliest_credit_line":1993,"annual_income":150000.0},"860":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1992,"annual_income":150000.0},"861":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1984,"annual_income":100000.0},"862":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":2000,"annual_income":250000.0},"863":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1991,"annual_income":154000.0},"864":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":150000.0},"865":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":2001,"annual_income":99996.0},"866":{"employment_length":1,"home_ownership":"RENT","zip_code":"785xx","address_state":"TX","earliest_credit_line":1997,"annual_income":115200.0},"867":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"630xx","address_state":"MO","earliest_credit_line":1992,"annual_income":100000.0},"868":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1996,"annual_income":126000.0},"869":{"employment_length":10,"home_ownership":"RENT","zip_code":"028xx","address_state":"RI","earliest_credit_line":1996,"annual_income":108000.0},"870":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1998,"annual_income":98400.0},"871":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"274xx","address_state":"NC","earliest_credit_line":1994,"annual_income":91000.0},"872":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1994,"annual_income":100000.0},"873":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1995,"annual_income":120000.0},"874":{"employment_length":10,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1994,"annual_income":120390.0},"875":{"employment_length":10,"home_ownership":"OWN","zip_code":"926xx","address_state":"CA","earliest_credit_line":1999,"annual_income":95000.0},"876":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1995,"annual_income":120000.0},"877":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"984xx","address_state":"WA","earliest_credit_line":1991,"annual_income":130000.0},"878":{"employment_length":1,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":101000.0},"879":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1985,"annual_income":95000.0},"880":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":96000.0},"881":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":1994,"annual_income":99000.0},"882":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":1996,"annual_income":160000.0},"883":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1987,"annual_income":146000.0},"884":{"employment_length":4,"home_ownership":"RENT","zip_code":"941xx","address_state":"WA","earliest_credit_line":1997,"annual_income":97000.0},"885":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1995,"annual_income":110000.0},"886":{"employment_length":2,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1993,"annual_income":93100.0},"887":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":2001,"annual_income":780000.0},"888":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1995,"annual_income":100046.0},"889":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1992,"annual_income":98056.0},"890":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1985,"annual_income":95000.0},"891":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"617xx","address_state":"IL","earliest_credit_line":1986,"annual_income":948000.0},"892":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1994,"annual_income":156000.0},"893":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1999,"annual_income":140000.0},"894":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"195xx","address_state":"PA","earliest_credit_line":1995,"annual_income":135000.0},"895":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"108xx","address_state":"NY","earliest_credit_line":1995,"annual_income":95000.0},"896":{"employment_length":1,"home_ownership":"OWN","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":145000.0},"897":{"employment_length":1,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1999,"annual_income":115000.0},"898":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"899":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1996,"annual_income":120000.0},"900":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2002,"annual_income":120000.0},"901":{"employment_length":1,"home_ownership":"OWN","zip_code":"773xx","address_state":"TX","earliest_credit_line":1989,"annual_income":135000.0},"902":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1992,"annual_income":140000.0},"903":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2002,"annual_income":140000.0},"904":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1987,"annual_income":95500.0},"905":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1992,"annual_income":119000.0},"906":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"083xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":130000.0},"907":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1997,"annual_income":200000.0},"908":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"488xx","address_state":"MI","earliest_credit_line":1992,"annual_income":100000.0},"909":{"employment_length":1,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":1997,"annual_income":95000.0},"910":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":325000.0},"911":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1993,"annual_income":170000.0},"912":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"165xx","address_state":"PA","earliest_credit_line":2000,"annual_income":100000.0},"913":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"952xx","address_state":"CA","earliest_credit_line":1993,"annual_income":130000.0},"914":{"employment_length":1,"home_ownership":"RENT","zip_code":"972xx","address_state":"OR","earliest_credit_line":1998,"annual_income":120000.0},"915":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1994,"annual_income":125000.0},"916":{"employment_length":1,"home_ownership":"RENT","zip_code":"197xx","address_state":"DE","earliest_credit_line":1994,"annual_income":96000.0},"917":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":2001,"annual_income":95000.0},"918":{"employment_length":8,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1996,"annual_income":300000.0},"919":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":2000,"annual_income":145000.0},"920":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":95004.0},"921":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":110000.0},"922":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"032xx","address_state":"NH","earliest_credit_line":1991,"annual_income":144500.0},"923":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"123xx","address_state":"NY","earliest_credit_line":1984,"annual_income":96000.0},"924":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":2001,"annual_income":97500.0},"925":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1996,"annual_income":408000.0},"926":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"376xx","address_state":"TX","earliest_credit_line":1992,"annual_income":110000.0},"927":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":1980,"annual_income":97781.0},"928":{"employment_length":2,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1994,"annual_income":95000.0},"929":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1988,"annual_income":290000.0},"930":{"employment_length":10,"home_ownership":"OWN","zip_code":"103xx","address_state":"NY","earliest_credit_line":2007,"annual_income":120000.0},"931":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1997,"annual_income":130000.0},"932":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1999,"annual_income":97000.0},"933":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1978,"annual_income":176600.0},"934":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1994,"annual_income":110000.0},"935":{"employment_length":6,"home_ownership":"RENT","zip_code":"760xx","address_state":"TX","earliest_credit_line":2004,"annual_income":304800.0},"936":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1999,"annual_income":140000.0},"937":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"292xx","address_state":"SC","earliest_credit_line":1992,"annual_income":113000.0},"938":{"employment_length":2,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2003,"annual_income":110000.0},"939":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2005,"annual_income":105996.0},"940":{"employment_length":6,"home_ownership":"RENT","zip_code":"069xx","address_state":"CT","earliest_credit_line":2000,"annual_income":100000.0},"941":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1984,"annual_income":174996.0},"942":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1993,"annual_income":99300.0},"943":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":109200.0},"944":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"242xx","address_state":"VA","earliest_credit_line":1987,"annual_income":115000.0},"945":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1998,"annual_income":121000.0},"946":{"employment_length":3,"home_ownership":"RENT","zip_code":"067xx","address_state":"CT","earliest_credit_line":2000,"annual_income":100000.0},"947":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":100000.0},"948":{"employment_length":10,"home_ownership":"RENT","zip_code":"068xx","address_state":"CT","earliest_credit_line":2007,"annual_income":130000.0},"949":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":125000.0},"950":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":95000.0},"951":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1998,"annual_income":112500.0},"952":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":2002,"annual_income":108000.0},"953":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"703xx","address_state":"LA","earliest_credit_line":1999,"annual_income":150000.0},"954":{"employment_length":6,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1982,"annual_income":117000.0},"955":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1976,"annual_income":130000.0},"956":{"employment_length":3,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":1997,"annual_income":95000.0},"957":{"employment_length":10,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1983,"annual_income":97000.0},"958":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1998,"annual_income":136000.0},"959":{"employment_length":1,"home_ownership":"RENT","zip_code":"727xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":126600.0},"960":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1991,"annual_income":90840.0},"961":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2002,"annual_income":110000.0},"962":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1994,"annual_income":111000.0},"963":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1997,"annual_income":200000.0},"964":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"165xx","address_state":"PA","earliest_credit_line":2000,"annual_income":100000.0},"965":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1996,"annual_income":95000.0},"966":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":108000.0},"967":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1993,"annual_income":170000.0},"968":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":2002,"annual_income":95000.0},"969":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1993,"annual_income":150000.0},"970":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1995,"annual_income":828000.0},"971":{"employment_length":3,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1998,"annual_income":125004.0},"972":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1997,"annual_income":120000.0},"973":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1994,"annual_income":100000.0},"974":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1989,"annual_income":106000.0},"975":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":150000.0},"976":{"employment_length":9,"home_ownership":"RENT","zip_code":"551xx","address_state":"MN","earliest_credit_line":1994,"annual_income":102000.0},"977":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":103500.0},"978":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":2000,"annual_income":330000.0},"979":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1993,"annual_income":128000.0},"980":{"employment_length":2,"home_ownership":"RENT","zip_code":"794xx","address_state":"TX","earliest_credit_line":2000,"annual_income":96000.0},"981":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1999,"annual_income":93500.0},"982":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2002,"annual_income":120000.0},"983":{"employment_length":1,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1999,"annual_income":107473.0},"984":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1998,"annual_income":144000.0},"985":{"employment_length":8,"home_ownership":"RENT","zip_code":"207xx","address_state":"MD","earliest_credit_line":1998,"annual_income":95424.0},"986":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1988,"annual_income":99000.0},"987":{"employment_length":2,"home_ownership":"RENT","zip_code":"217xx","address_state":"MD","earliest_credit_line":2000,"annual_income":102400.0},"988":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"403xx","address_state":"KY","earliest_credit_line":1995,"annual_income":110000.0},"989":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"291xx","address_state":"SC","earliest_credit_line":1995,"annual_income":90996.0},"990":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":2004,"annual_income":100000.0},"991":{"employment_length":1,"home_ownership":"RENT","zip_code":"328xx","address_state":"FL","earliest_credit_line":1999,"annual_income":93600.0},"992":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1993,"annual_income":120000.0},"993":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"968xx","address_state":"HI","earliest_credit_line":1996,"annual_income":120000.0},"994":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1993,"annual_income":110000.0},"995":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1993,"annual_income":128400.0},"996":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1992,"annual_income":110000.0},"997":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":100000.0},"998":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1992,"annual_income":102000.0},"999":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":91200.0},"1000":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":2000,"annual_income":110000.0},"1001":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1995,"annual_income":93000.0},"1002":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1998,"annual_income":128000.0},"1003":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1989,"annual_income":100000.0},"1004":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":1993,"annual_income":150996.0},"1005":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"431xx","address_state":"OH","earliest_credit_line":1999,"annual_income":95000.0},"1006":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1998,"annual_income":92700.0},"1007":{"employment_length":1,"home_ownership":"RENT","zip_code":"338xx","address_state":"FL","earliest_credit_line":2005,"annual_income":140000.0},"1008":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1992,"annual_income":98004.0},"1009":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1981,"annual_income":1900000.0},"1010":{"employment_length":3,"home_ownership":"RENT","zip_code":"972xx","address_state":"OR","earliest_credit_line":2000,"annual_income":95004.0},"1011":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":1988,"annual_income":117000.0},"1012":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1991,"annual_income":92000.0},"1013":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":115000.0},"1014":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1985,"annual_income":93600.0},"1015":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"995xx","address_state":"AK","earliest_credit_line":1996,"annual_income":120000.0},"1016":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1999,"annual_income":130000.0},"1017":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1978,"annual_income":120000.0},"1018":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"086xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":110000.0},"1019":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1973,"annual_income":110000.0},"1020":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1997,"annual_income":113004.0},"1021":{"employment_length":0,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":95000.0},"1022":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1990,"annual_income":120000.0},"1023":{"employment_length":1,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2001,"annual_income":125000.0},"1024":{"employment_length":2,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":2002,"annual_income":113300.0},"1025":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":100000.0},"1026":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"299xx","address_state":"SC","earliest_credit_line":1980,"annual_income":150000.0},"1027":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1989,"annual_income":120000.0},"1028":{"employment_length":1,"home_ownership":"RENT","zip_code":"292xx","address_state":"SC","earliest_credit_line":1990,"annual_income":96000.0},"1029":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1997,"annual_income":98300.0},"1030":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"062xx","address_state":"CT","earliest_credit_line":1993,"annual_income":100000.0},"1031":{"employment_length":3,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1997,"annual_income":100000.0},"1032":{"employment_length":10,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":1994,"annual_income":105000.0},"1033":{"employment_length":3,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":2000,"annual_income":111280.0},"1034":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":1997,"annual_income":225000.0},"1035":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1995,"annual_income":98000.0},"1036":{"employment_length":1,"home_ownership":"RENT","zip_code":"328xx","address_state":"FL","earliest_credit_line":1987,"annual_income":125000.0},"1037":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":2005,"annual_income":122000.0},"1038":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":1984,"annual_income":250000.0},"1039":{"employment_length":4,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":1995,"annual_income":105000.0},"1040":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":112000.0},"1041":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1998,"annual_income":126500.0},"1042":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":93000.0},"1043":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1997,"annual_income":100000.0},"1044":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1986,"annual_income":112000.0},"1045":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1996,"annual_income":120000.0},"1046":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1996,"annual_income":100000.0},"1047":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1991,"annual_income":136000.0},"1048":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1992,"annual_income":117000.0},"1049":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1995,"annual_income":576000.0},"1050":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1990,"annual_income":110000.0},"1051":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1998,"annual_income":99996.0},"1052":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1987,"annual_income":115000.0},"1053":{"employment_length":7,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1985,"annual_income":200004.0},"1054":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1987,"annual_income":101568.0},"1055":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":1984,"annual_income":152004.0},"1056":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"971xx","address_state":"OR","earliest_credit_line":1998,"annual_income":99600.0},"1057":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1981,"annual_income":129996.0},"1058":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1996,"annual_income":110000.0},"1059":{"employment_length":3,"home_ownership":"RENT","zip_code":"064xx","address_state":"CT","earliest_credit_line":2004,"annual_income":106000.0},"1060":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1998,"annual_income":96000.0},"1061":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1996,"annual_income":120000.0},"1062":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1994,"annual_income":100000.0},"1063":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2005,"annual_income":96000.0},"1064":{"employment_length":10,"home_ownership":"OWN","zip_code":"223xx","address_state":"VA","earliest_credit_line":1988,"annual_income":137000.0},"1065":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"402xx","address_state":"KY","earliest_credit_line":1992,"annual_income":97000.0},"1066":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"603xx","address_state":"IL","earliest_credit_line":1994,"annual_income":110000.0},"1067":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1997,"annual_income":140000.0},"1068":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"954xx","address_state":"CA","earliest_credit_line":1983,"annual_income":240000.0},"1069":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1990,"annual_income":116480.0},"1070":{"employment_length":3,"home_ownership":"RENT","zip_code":"915xx","address_state":"CA","earliest_credit_line":1995,"annual_income":96000.0},"1071":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1994,"annual_income":170000.0},"1072":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1996,"annual_income":144000.0},"1073":{"employment_length":2,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2000,"annual_income":564000.0},"1074":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1992,"annual_income":148000.0},"1075":{"employment_length":3,"home_ownership":"OWN","zip_code":"120xx","address_state":"NY","earliest_credit_line":1999,"annual_income":104080.0},"1076":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":1993,"annual_income":200000.0},"1077":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1989,"annual_income":115000.0},"1078":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1988,"annual_income":93600.0},"1079":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"985xx","address_state":"WA","earliest_credit_line":1996,"annual_income":550000.0},"1080":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":150000.0},"1081":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1991,"annual_income":120000.0},"1082":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"173xx","address_state":"PA","earliest_credit_line":1992,"annual_income":108396.0},"1083":{"employment_length":8,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1995,"annual_income":98760.0},"1084":{"employment_length":9,"home_ownership":"OWN","zip_code":"951xx","address_state":"CA","earliest_credit_line":1976,"annual_income":96000.0},"1085":{"employment_length":2,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1990,"annual_income":180000.0},"1086":{"employment_length":2,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1972,"annual_income":93500.0},"1087":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1995,"annual_income":175000.0},"1088":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1989,"annual_income":140000.0},"1089":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"297xx","address_state":"SC","earliest_credit_line":2002,"annual_income":110000.0},"1090":{"employment_length":7,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":2007,"annual_income":99996.0},"1091":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"161xx","address_state":"PA","earliest_credit_line":1991,"annual_income":92304.0},"1092":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1996,"annual_income":94000.0},"1093":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1991,"annual_income":104400.0},"1094":{"employment_length":5,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":99000.0},"1095":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1988,"annual_income":107000.0},"1096":{"employment_length":1,"home_ownership":"RENT","zip_code":"495xx","address_state":"MI","earliest_credit_line":2007,"annual_income":100000.0},"1097":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1986,"annual_income":100000.0},"1098":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1996,"annual_income":120000.0},"1099":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1995,"annual_income":107000.0},"1100":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"492xx","address_state":"MI","earliest_credit_line":1994,"annual_income":110000.0},"1101":{"employment_length":1,"home_ownership":"OWN","zip_code":"900xx","address_state":"CA","earliest_credit_line":1977,"annual_income":120000.0},"1102":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1995,"annual_income":120000.0},"1103":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1995,"annual_income":140004.0},"1104":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":185000.0},"1105":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1999,"annual_income":100000.0},"1106":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"255xx","address_state":"WV","earliest_credit_line":1986,"annual_income":97200.0},"1107":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1993,"annual_income":95000.0},"1108":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1992,"annual_income":117000.0},"1109":{"employment_length":10,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1998,"annual_income":110000.0},"1110":{"employment_length":1,"home_ownership":"RENT","zip_code":"809xx","address_state":"CO","earliest_credit_line":1986,"annual_income":126000.0},"1111":{"employment_length":10,"home_ownership":"OWN","zip_code":"648xx","address_state":"MO","earliest_credit_line":1992,"annual_income":140000.0},"1112":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1988,"annual_income":96000.0},"1113":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1996,"annual_income":109500.0},"1114":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"458xx","address_state":"OH","earliest_credit_line":2001,"annual_income":105000.0},"1115":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":95000.0},"1116":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1993,"annual_income":90996.0},"1117":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1987,"annual_income":108041.0},"1118":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1994,"annual_income":165000.0},"1119":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1984,"annual_income":110000.0},"1120":{"employment_length":1,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":2007,"annual_income":96000.0},"1121":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":117000.0},"1122":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1998,"annual_income":105000.0},"1123":{"employment_length":3,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":98000.0},"1124":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"402xx","address_state":"KY","earliest_credit_line":1998,"annual_income":93000.0},"1125":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1994,"annual_income":93000.0},"1126":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":2001,"annual_income":97000.0},"1127":{"employment_length":5,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1989,"annual_income":168288.0},"1128":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1995,"annual_income":170000.0},"1129":{"employment_length":8,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1993,"annual_income":152004.0},"1130":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1997,"annual_income":95000.0},"1131":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1995,"annual_income":110000.0},"1132":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1988,"annual_income":160000.0},"1133":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1981,"annual_income":150000.0},"1134":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1988,"annual_income":112224.0},"1135":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1986,"annual_income":115800.0},"1136":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1996,"annual_income":95000.0},"1137":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1998,"annual_income":115000.0},"1138":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"014xx","address_state":"MA","earliest_credit_line":1989,"annual_income":129600.0},"1139":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1989,"annual_income":100000.0},"1140":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"338xx","address_state":"FL","earliest_credit_line":1995,"annual_income":95000.0},"1141":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1996,"annual_income":97000.0},"1142":{"employment_length":10,"home_ownership":"RENT","zip_code":"648xx","address_state":"MO","earliest_credit_line":1987,"annual_income":780000.0},"1143":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1998,"annual_income":175000.0},"1144":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":2001,"annual_income":115000.0},"1145":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1974,"annual_income":100000.0},"1146":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":100980.0},"1147":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"1148":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1983,"annual_income":130000.0},"1149":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":2002,"annual_income":112404.0},"1150":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1998,"annual_income":140004.0},"1151":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1984,"annual_income":108000.0},"1152":{"employment_length":2,"home_ownership":"RENT","zip_code":"914xx","address_state":"CA","earliest_credit_line":1986,"annual_income":150000.0},"1153":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2005,"annual_income":100000.0},"1154":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1989,"annual_income":120000.0},"1155":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1987,"annual_income":96000.0},"1156":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"299xx","address_state":"SC","earliest_credit_line":1994,"annual_income":115000.0},"1157":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1994,"annual_income":97000.0},"1158":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2006,"annual_income":195000.0},"1159":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":2001,"annual_income":95000.0},"1160":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1996,"annual_income":96000.0},"1161":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"241xx","address_state":"VA","earliest_credit_line":1998,"annual_income":120000.0},"1162":{"employment_length":1,"home_ownership":"OWN","zip_code":"950xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"1163":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"017xx","address_state":"MA","earliest_credit_line":1993,"annual_income":155000.0},"1164":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1997,"annual_income":95000.0},"1165":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1993,"annual_income":136092.0},"1166":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1991,"annual_income":102996.0},"1167":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1988,"annual_income":102000.0},"1168":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":1995,"annual_income":150000.0},"1169":{"employment_length":2,"home_ownership":"RENT","zip_code":"943xx","address_state":"CA","earliest_credit_line":1997,"annual_income":91000.0},"1170":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1984,"annual_income":157000.0},"1171":{"employment_length":10,"home_ownership":"OWN","zip_code":"028xx","address_state":"RI","earliest_credit_line":1985,"annual_income":125000.0},"1172":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1981,"annual_income":125000.0},"1173":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":2000,"annual_income":96504.0},"1174":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1998,"annual_income":189000.0},"1175":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"458xx","address_state":"OH","earliest_credit_line":1978,"annual_income":118200.0},"1176":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1993,"annual_income":109200.0},"1177":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1994,"annual_income":99600.0},"1178":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1987,"annual_income":120000.0},"1179":{"employment_length":4,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":107000.0},"1180":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1995,"annual_income":108000.0},"1181":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1985,"annual_income":96500.0},"1182":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"488xx","address_state":"MI","earliest_credit_line":1992,"annual_income":125000.0},"1183":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1990,"annual_income":92004.0},"1184":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"226xx","address_state":"VA","earliest_credit_line":2001,"annual_income":96000.0},"1185":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"193xx","address_state":"PA","earliest_credit_line":1998,"annual_income":93000.0},"1186":{"employment_length":2,"home_ownership":"RENT","zip_code":"773xx","address_state":"TX","earliest_credit_line":1990,"annual_income":99996.0},"1187":{"employment_length":10,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1990,"annual_income":125000.0},"1188":{"employment_length":7,"home_ownership":"OWN","zip_code":"201xx","address_state":"VA","earliest_credit_line":1997,"annual_income":186000.0},"1189":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1988,"annual_income":156000.0},"1190":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"776xx","address_state":"TX","earliest_credit_line":1993,"annual_income":103000.0},"1191":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":1988,"annual_income":99996.0},"1192":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1994,"annual_income":151000.0},"1193":{"employment_length":1,"home_ownership":"RENT","zip_code":"432xx","address_state":"OH","earliest_credit_line":2003,"annual_income":99000.0},"1194":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2000,"annual_income":95000.0},"1195":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1995,"annual_income":120000.0},"1196":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1997,"annual_income":1176000.0},"1197":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":1978,"annual_income":140000.0},"1198":{"employment_length":10,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":94000.0},"1199":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1984,"annual_income":96000.0},"1200":{"employment_length":4,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2000,"annual_income":115000.0},"1201":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1995,"annual_income":185000.0},"1202":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1985,"annual_income":124000.0},"1203":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":110000.0},"1204":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":108000.0},"1205":{"employment_length":8,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2000,"annual_income":105000.0},"1206":{"employment_length":6,"home_ownership":"RENT","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":125000.0},"1207":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1995,"annual_income":138000.0},"1208":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1997,"annual_income":98700.0},"1209":{"employment_length":5,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1993,"annual_income":98500.0},"1210":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1993,"annual_income":113217.4},"1211":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"344xx","address_state":"FL","earliest_credit_line":1985,"annual_income":100000.0},"1212":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":2002,"annual_income":98000.0},"1213":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"199xx","address_state":"DE","earliest_credit_line":1991,"annual_income":127000.0},"1214":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":2005,"annual_income":180000.0},"1215":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1970,"annual_income":103000.0},"1216":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1993,"annual_income":95000.0},"1217":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1992,"annual_income":110000.0},"1218":{"employment_length":8,"home_ownership":"RENT","zip_code":"915xx","address_state":"CA","earliest_credit_line":1990,"annual_income":116000.0},"1219":{"employment_length":1,"home_ownership":"RENT","zip_code":"019xx","address_state":"MA","earliest_credit_line":1995,"annual_income":120000.0},"1220":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":96000.0},"1221":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1988,"annual_income":130000.0},"1222":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":1997,"annual_income":100000.0},"1223":{"employment_length":7,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1992,"annual_income":100000.0},"1224":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1998,"annual_income":138000.0},"1225":{"employment_length":10,"home_ownership":"RENT","zip_code":"064xx","address_state":"CT","earliest_credit_line":1988,"annual_income":106000.0},"1226":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1989,"annual_income":128000.0},"1227":{"employment_length":3,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":2001,"annual_income":125000.0},"1228":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1993,"annual_income":200000.0},"1229":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1989,"annual_income":121200.0},"1230":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1995,"annual_income":120000.0},"1231":{"employment_length":4,"home_ownership":"RENT","zip_code":"480xx","address_state":"MI","earliest_credit_line":2001,"annual_income":103000.0},"1232":{"employment_length":8,"home_ownership":"RENT","zip_code":"064xx","address_state":"CT","earliest_credit_line":2002,"annual_income":92004.0},"1233":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1988,"annual_income":125000.0},"1234":{"employment_length":1,"home_ownership":"OWN","zip_code":"926xx","address_state":"CA","earliest_credit_line":1988,"annual_income":142000.0},"1235":{"employment_length":7,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2004,"annual_income":90750.0},"1236":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1985,"annual_income":100000.0},"1237":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1995,"annual_income":104000.0},"1238":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1976,"annual_income":93312.0},"1239":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":2000,"annual_income":130000.0},"1240":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1988,"annual_income":110000.0},"1241":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1987,"annual_income":145000.0},"1242":{"employment_length":1,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":1994,"annual_income":120000.0},"1243":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"441xx","address_state":"OH","earliest_credit_line":2002,"annual_income":110000.0},"1244":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"846xx","address_state":"UT","earliest_credit_line":1990,"annual_income":92070.0},"1245":{"employment_length":2,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1998,"annual_income":200000.0},"1246":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1980,"annual_income":115000.0},"1247":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":2003,"annual_income":96000.0},"1248":{"employment_length":10,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":1992,"annual_income":126252.0},"1249":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1989,"annual_income":115000.0},"1250":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1993,"annual_income":102000.0},"1251":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":2002,"annual_income":120000.0},"1252":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1984,"annual_income":130000.0},"1253":{"employment_length":1,"home_ownership":"RENT","zip_code":"152xx","address_state":"PA","earliest_credit_line":2003,"annual_income":92000.0},"1254":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"439xx","address_state":"OH","earliest_credit_line":1992,"annual_income":125000.0},"1255":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1983,"annual_income":1080000.0},"1256":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"344xx","address_state":"FL","earliest_credit_line":1992,"annual_income":96000.0},"1257":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1997,"annual_income":99000.0},"1258":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1995,"annual_income":126000.0},"1259":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"995xx","address_state":"AK","earliest_credit_line":2001,"annual_income":540000.0},"1260":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1992,"annual_income":126000.0},"1261":{"employment_length":10,"home_ownership":"OWN","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":110000.0},"1262":{"employment_length":9,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1990,"annual_income":155000.0},"1263":{"employment_length":2,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":92004.0},"1264":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":120000.0},"1265":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":2002,"annual_income":92000.0},"1266":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1985,"annual_income":225000.0},"1267":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1991,"annual_income":141600.0},"1268":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":120000.0},"1269":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"613xx","address_state":"IL","earliest_credit_line":1995,"annual_income":108000.0},"1270":{"employment_length":4,"home_ownership":"RENT","zip_code":"071xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":96000.0},"1271":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":2001,"annual_income":115000.0},"1272":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1991,"annual_income":92000.0},"1273":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"184xx","address_state":"PA","earliest_credit_line":1983,"annual_income":107364.0},"1274":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1993,"annual_income":146000.0},"1275":{"employment_length":5,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1998,"annual_income":171000.0},"1276":{"employment_length":3,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":1999,"annual_income":105000.0},"1277":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":2002,"annual_income":119000.0},"1278":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":93000.0},"1279":{"employment_length":1,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1988,"annual_income":98004.0},"1280":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":2006,"annual_income":102000.0},"1281":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":2000,"annual_income":145000.0},"1282":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1963,"annual_income":91500.0},"1283":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":96000.0},"1284":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"106xx","address_state":"NY","earliest_credit_line":1979,"annual_income":95000.0},"1285":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1997,"annual_income":105996.0},"1286":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":2004,"annual_income":100000.0},"1287":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1995,"annual_income":99504.0},"1288":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1999,"annual_income":103000.0},"1289":{"employment_length":5,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2000,"annual_income":99996.0},"1290":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1986,"annual_income":122748.0},"1291":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"944xx","address_state":"CA","earliest_credit_line":1998,"annual_income":95004.0},"1292":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95000.0},"1293":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1996,"annual_income":102660.0},"1294":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1979,"annual_income":92000.0},"1295":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1986,"annual_income":135000.0},"1296":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1989,"annual_income":120000.0},"1297":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1998,"annual_income":102996.0},"1298":{"employment_length":10,"home_ownership":"OWN","zip_code":"917xx","address_state":"CA","earliest_credit_line":1984,"annual_income":168000.0},"1299":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1994,"annual_income":104860.0},"1300":{"employment_length":1,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":2003,"annual_income":96000.0},"1301":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"790xx","address_state":"TX","earliest_credit_line":1999,"annual_income":95000.0},"1302":{"employment_length":9,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95000.0},"1303":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"1304":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1999,"annual_income":122000.0},"1305":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1989,"annual_income":100000.0},"1306":{"employment_length":3,"home_ownership":"RENT","zip_code":"328xx","address_state":"FL","earliest_credit_line":2000,"annual_income":142000.0},"1307":{"employment_length":1,"home_ownership":"OWN","zip_code":"902xx","address_state":"CA","earliest_credit_line":1992,"annual_income":96000.0},"1308":{"employment_length":2,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":140000.0},"1309":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":2001,"annual_income":6000000.0},"1310":{"employment_length":10,"home_ownership":"RENT","zip_code":"483xx","address_state":"MI","earliest_credit_line":2003,"annual_income":120000.0},"1311":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1998,"annual_income":138996.0},"1312":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1992,"annual_income":114000.0},"1313":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1998,"annual_income":115000.0},"1314":{"employment_length":4,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1989,"annual_income":100000.0},"1315":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1987,"annual_income":200004.0},"1316":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":1997,"annual_income":102000.0},"1317":{"employment_length":4,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1995,"annual_income":105000.0},"1318":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":105000.0},"1319":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"1320":{"employment_length":7,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2005,"annual_income":135000.0},"1321":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":1992,"annual_income":92052.0},"1322":{"employment_length":4,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":132444.0},"1323":{"employment_length":7,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1991,"annual_income":112000.0},"1324":{"employment_length":3,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1994,"annual_income":94000.0},"1325":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1998,"annual_income":120000.0},"1326":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1988,"annual_income":110000.0},"1327":{"employment_length":5,"home_ownership":"OWN","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":119000.0},"1328":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1999,"annual_income":143485.0},"1329":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1982,"annual_income":92500.0},"1330":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":134000.0},"1331":{"employment_length":1,"home_ownership":"RENT","zip_code":"060xx","address_state":"CT","earliest_credit_line":2003,"annual_income":110000.0},"1332":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1997,"annual_income":100000.0},"1333":{"employment_length":3,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1984,"annual_income":121000.0},"1334":{"employment_length":0,"home_ownership":"RENT","zip_code":"600xx","address_state":"IL","earliest_credit_line":1993,"annual_income":648000.0},"1335":{"employment_length":3,"home_ownership":"RENT","zip_code":"857xx","address_state":"AZ","earliest_credit_line":2001,"annual_income":612000.0},"1336":{"employment_length":7,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1989,"annual_income":115000.0},"1337":{"employment_length":1,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2000,"annual_income":190000.0},"1338":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"304xx","address_state":"GA","earliest_credit_line":1998,"annual_income":91384.08},"1339":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1998,"annual_income":96000.0},"1340":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1982,"annual_income":130000.0},"1341":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"959xx","address_state":"CA","earliest_credit_line":1997,"annual_income":106000.0},"1342":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"031xx","address_state":"NH","earliest_credit_line":1999,"annual_income":97500.0},"1343":{"employment_length":8,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1991,"annual_income":92000.0},"1344":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2005,"annual_income":91000.0},"1345":{"employment_length":3,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1999,"annual_income":150000.0},"1346":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1990,"annual_income":102000.0},"1347":{"employment_length":4,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1989,"annual_income":106000.0},"1348":{"employment_length":1,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":2003,"annual_income":91700.0},"1349":{"employment_length":1,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1994,"annual_income":94000.0},"1350":{"employment_length":4,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":1986,"annual_income":504000.0},"1351":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":103000.0},"1352":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1986,"annual_income":120000.0},"1353":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1990,"annual_income":124500.0},"1354":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"974xx","address_state":"OR","earliest_credit_line":1993,"annual_income":228000.0},"1355":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1991,"annual_income":108000.0},"1356":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1991,"annual_income":250000.0},"1357":{"employment_length":10,"home_ownership":"RENT","zip_code":"830xx","address_state":"WY","earliest_credit_line":1994,"annual_income":108000.0},"1358":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1988,"annual_income":140000.0},"1359":{"employment_length":10,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1999,"annual_income":120000.0},"1360":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1993,"annual_income":123000.0},"1361":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1990,"annual_income":250000.0},"1362":{"employment_length":5,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2003,"annual_income":120000.0},"1363":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"948xx","address_state":"CA","earliest_credit_line":1990,"annual_income":115000.0},"1364":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1996,"annual_income":250000.0},"1365":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1995,"annual_income":115731.0},"1366":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1995,"annual_income":106000.0},"1367":{"employment_length":10,"home_ownership":"RENT","zip_code":"640xx","address_state":"MO","earliest_credit_line":1993,"annual_income":103992.0},"1368":{"employment_length":2,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1973,"annual_income":165000.0},"1369":{"employment_length":6,"home_ownership":"RENT","zip_code":"020xx","address_state":"MA","earliest_credit_line":1983,"annual_income":110000.0},"1370":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1990,"annual_income":113000.0},"1371":{"employment_length":6,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1998,"annual_income":95000.0},"1372":{"employment_length":2,"home_ownership":"RENT","zip_code":"532xx","address_state":"WI","earliest_credit_line":2001,"annual_income":130000.0},"1373":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1989,"annual_income":123000.0},"1374":{"employment_length":4,"home_ownership":"OWN","zip_code":"208xx","address_state":"MD","earliest_credit_line":1998,"annual_income":92000.0},"1375":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"131xx","address_state":"NY","earliest_credit_line":1969,"annual_income":284400.0},"1376":{"employment_length":4,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":1999,"annual_income":100000.0},"1377":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"142xx","address_state":"NY","earliest_credit_line":1983,"annual_income":121500.0},"1378":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":1977,"annual_income":148000.0},"1379":{"employment_length":10,"home_ownership":"RENT","zip_code":"761xx","address_state":"TX","earliest_credit_line":1985,"annual_income":137481.0},"1380":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1995,"annual_income":92000.0},"1381":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":100000.0},"1382":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1992,"annual_income":100000.0},"1383":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"199xx","address_state":"DE","earliest_credit_line":1997,"annual_income":95000.0},"1384":{"employment_length":4,"home_ownership":"OWN","zip_code":"210xx","address_state":"MD","earliest_credit_line":1997,"annual_income":113500.0},"1385":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2002,"annual_income":94800.0},"1386":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"914xx","address_state":"CA","earliest_credit_line":1990,"annual_income":160669.75},"1387":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":1996,"annual_income":250000.0},"1388":{"employment_length":5,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":2000,"annual_income":170000.0},"1389":{"employment_length":8,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":108000.0},"1390":{"employment_length":10,"home_ownership":"OWN","zip_code":"295xx","address_state":"SC","earliest_credit_line":1998,"annual_income":100000.0},"1391":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1986,"annual_income":120000.0},"1392":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1995,"annual_income":115000.0},"1393":{"employment_length":10,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1994,"annual_income":130000.0},"1394":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1992,"annual_income":116000.0},"1395":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1993,"annual_income":148000.0},"1396":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1993,"annual_income":130000.0},"1397":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1995,"annual_income":97000.0},"1398":{"employment_length":1,"home_ownership":"RENT","zip_code":"700xx","address_state":"LA","earliest_credit_line":2004,"annual_income":510000.0},"1399":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":95000.0},"1400":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":2000,"annual_income":420000.0},"1401":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":100000.0},"1402":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1999,"annual_income":100000.0},"1403":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1998,"annual_income":99800.0},"1404":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1989,"annual_income":98000.0},"1405":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2001,"annual_income":99000.0},"1406":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1997,"annual_income":122000.0},"1407":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":96000.0},"1408":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":120000.0},"1409":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1995,"annual_income":207000.0},"1410":{"employment_length":4,"home_ownership":"RENT","zip_code":"189xx","address_state":"PA","earliest_credit_line":1980,"annual_income":108000.0},"1411":{"employment_length":3,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1983,"annual_income":110000.0},"1412":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1994,"annual_income":125000.0},"1413":{"employment_length":3,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1980,"annual_income":120000.0},"1414":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1989,"annual_income":137000.0},"1415":{"employment_length":5,"home_ownership":"OWN","zip_code":"113xx","address_state":"NY","earliest_credit_line":1998,"annual_income":99500.0},"1416":{"employment_length":2,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1997,"annual_income":126000.0},"1417":{"employment_length":3,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":100000.0},"1418":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":155000.0},"1419":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"255xx","address_state":"WV","earliest_credit_line":1987,"annual_income":96000.0},"1420":{"employment_length":10,"home_ownership":"RENT","zip_code":"217xx","address_state":"MD","earliest_credit_line":2006,"annual_income":125000.0},"1421":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":2004,"annual_income":114440.0},"1422":{"employment_length":4,"home_ownership":"RENT","zip_code":"335xx","address_state":"FL","earliest_credit_line":2005,"annual_income":384000.0},"1423":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":2001,"annual_income":110000.0},"1424":{"employment_length":6,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":105000.0},"1425":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1995,"annual_income":108000.0},"1426":{"employment_length":7,"home_ownership":"OWN","zip_code":"189xx","address_state":"PA","earliest_credit_line":1993,"annual_income":123000.0},"1427":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1993,"annual_income":119000.0},"1428":{"employment_length":1,"home_ownership":"OWN","zip_code":"923xx","address_state":"CA","earliest_credit_line":1993,"annual_income":100000.0},"1429":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1992,"annual_income":110000.0},"1430":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1998,"annual_income":107000.0},"1431":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1991,"annual_income":100843.0},"1432":{"employment_length":5,"home_ownership":"OWN","zip_code":"217xx","address_state":"MD","earliest_credit_line":1995,"annual_income":184000.0},"1433":{"employment_length":1,"home_ownership":"OWN","zip_code":"917xx","address_state":"CA","earliest_credit_line":2004,"annual_income":95000.0},"1434":{"employment_length":3,"home_ownership":"RENT","zip_code":"102xx","address_state":"NY","earliest_credit_line":1997,"annual_income":280000.0},"1435":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1982,"annual_income":107203.0},"1436":{"employment_length":1,"home_ownership":"OWN","zip_code":"034xx","address_state":"NH","earliest_credit_line":1988,"annual_income":102000.0},"1437":{"employment_length":1,"home_ownership":"RENT","zip_code":"314xx","address_state":"GA","earliest_credit_line":1989,"annual_income":120000.0},"1438":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1990,"annual_income":125000.0},"1439":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":1990,"annual_income":118000.0},"1440":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":107000.0},"1441":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1988,"annual_income":108600.0},"1442":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1997,"annual_income":94965.0},"1443":{"employment_length":3,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2005,"annual_income":95000.0},"1444":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1986,"annual_income":140000.0},"1445":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"618xx","address_state":"IL","earliest_credit_line":2004,"annual_income":98000.0},"1446":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1987,"annual_income":105000.0},"1447":{"employment_length":5,"home_ownership":"OWN","zip_code":"114xx","address_state":"NY","earliest_credit_line":1997,"annual_income":115000.0},"1448":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":2002,"annual_income":780000.0},"1449":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1998,"annual_income":136000.0},"1450":{"employment_length":1,"home_ownership":"RENT","zip_code":"060xx","address_state":"CT","earliest_credit_line":1990,"annual_income":120000.0},"1451":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"114xx","address_state":"NY","earliest_credit_line":2005,"annual_income":444000.0},"1452":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"138xx","address_state":"NY","earliest_credit_line":1992,"annual_income":99400.0},"1453":{"employment_length":1,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110000.0},"1454":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1993,"annual_income":106300.0},"1455":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1992,"annual_income":92700.0},"1456":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1981,"annual_income":91000.0},"1457":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1995,"annual_income":91200.0},"1458":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":108000.0},"1459":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":100000.0},"1460":{"employment_length":3,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2005,"annual_income":100000.0},"1461":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1994,"annual_income":137057.0},"1462":{"employment_length":5,"home_ownership":"OWN","zip_code":"141xx","address_state":"NY","earliest_credit_line":1994,"annual_income":95000.0},"1463":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1998,"annual_income":120000.0},"1464":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1992,"annual_income":100000.0},"1465":{"employment_length":2,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1991,"annual_income":101000.0},"1466":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"973xx","address_state":"OR","earliest_credit_line":1995,"annual_income":110000.0},"1467":{"employment_length":3,"home_ownership":"RENT","zip_code":"712xx","address_state":"LA","earliest_credit_line":1999,"annual_income":94773.24},"1468":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1990,"annual_income":175000.0},"1469":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1998,"annual_income":120000.0},"1470":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1989,"annual_income":96000.0},"1471":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1983,"annual_income":371000.0},"1472":{"employment_length":4,"home_ownership":"OWN","zip_code":"925xx","address_state":"CA","earliest_credit_line":1986,"annual_income":95327.44},"1473":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1995,"annual_income":1440000.0},"1474":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1992,"annual_income":123000.0},"1475":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":250000.0},"1476":{"employment_length":6,"home_ownership":"OWN","zip_code":"972xx","address_state":"OR","earliest_credit_line":1999,"annual_income":150000.0},"1477":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":2002,"annual_income":200000.0},"1478":{"employment_length":2,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":2000,"annual_income":107000.0},"1479":{"employment_length":4,"home_ownership":"OWN","zip_code":"940xx","address_state":"CA","earliest_credit_line":1982,"annual_income":133000.0},"1480":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":98000.0},"1481":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1990,"annual_income":114400.0},"1482":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"769xx","address_state":"TX","earliest_credit_line":1998,"annual_income":900000.0},"1483":{"employment_length":6,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1993,"annual_income":116300.0},"1484":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1987,"annual_income":128000.0},"1485":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1996,"annual_income":1362000.0},"1486":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1984,"annual_income":200000.0},"1487":{"employment_length":1,"home_ownership":"OWN","zip_code":"707xx","address_state":"LA","earliest_credit_line":1996,"annual_income":96000.0},"1488":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1980,"annual_income":146000.0},"1489":{"employment_length":1,"home_ownership":"RENT","zip_code":"935xx","address_state":"CA","earliest_credit_line":1985,"annual_income":111000.0},"1490":{"employment_length":1,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":110000.0},"1491":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1994,"annual_income":110000.0},"1492":{"employment_length":3,"home_ownership":"OWN","zip_code":"021xx","address_state":"MA","earliest_credit_line":1983,"annual_income":175000.0},"1493":{"employment_length":10,"home_ownership":"OWN","zip_code":"235xx","address_state":"VA","earliest_credit_line":1999,"annual_income":149385.0},"1494":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1996,"annual_income":120000.0},"1495":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"061xx","address_state":"CT","earliest_credit_line":1992,"annual_income":720000.0},"1496":{"employment_length":1,"home_ownership":"RENT","zip_code":"936xx","address_state":"CA","earliest_credit_line":1999,"annual_income":360000.0},"1497":{"employment_length":9,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1994,"annual_income":780000.0},"1498":{"employment_length":4,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1996,"annual_income":91650.0},"1499":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":99996.0},"1500":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"310xx","address_state":"GA","earliest_credit_line":1995,"annual_income":104525.0},"1501":{"employment_length":4,"home_ownership":"RENT","zip_code":"918xx","address_state":"CA","earliest_credit_line":1995,"annual_income":120000.0},"1502":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1992,"annual_income":99900.0},"1503":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1999,"annual_income":110000.0},"1504":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1989,"annual_income":130000.0},"1505":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"846xx","address_state":"UT","earliest_credit_line":1996,"annual_income":100000.0},"1506":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1997,"annual_income":126000.0},"1507":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"895xx","address_state":"NV","earliest_credit_line":1998,"annual_income":113000.0},"1508":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1991,"annual_income":137004.0},"1509":{"employment_length":1,"home_ownership":"RENT","zip_code":"915xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"1510":{"employment_length":8,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1995,"annual_income":144000.0},"1511":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"759xx","address_state":"TX","earliest_credit_line":1981,"annual_income":105000.0},"1512":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1995,"annual_income":200000.0},"1513":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"141xx","address_state":"NY","earliest_credit_line":1995,"annual_income":140300.0},"1514":{"employment_length":8,"home_ownership":"OTHER","zip_code":"304xx","address_state":"GA","earliest_credit_line":1998,"annual_income":140004.0},"1515":{"employment_length":10,"home_ownership":"OWN","zip_code":"775xx","address_state":"TX","earliest_credit_line":1985,"annual_income":119500.0},"1516":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1991,"annual_income":96000.0},"1517":{"employment_length":1,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1994,"annual_income":100000.0},"1518":{"employment_length":3,"home_ownership":"OTHER","zip_code":"773xx","address_state":"TX","earliest_credit_line":1981,"annual_income":186000.0},"1519":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"541xx","address_state":"WI","earliest_credit_line":1990,"annual_income":115000.0},"1520":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1987,"annual_income":97000.0},"1521":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1997,"annual_income":102996.0},"1522":{"employment_length":10,"home_ownership":"RENT","zip_code":"067xx","address_state":"CT","earliest_credit_line":1994,"annual_income":178008.0},"1523":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1995,"annual_income":107000.0},"1524":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"882xx","address_state":"NM","earliest_credit_line":1994,"annual_income":125000.0},"1525":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1994,"annual_income":125000.0},"1526":{"employment_length":3,"home_ownership":"RENT","zip_code":"017xx","address_state":"MA","earliest_credit_line":1996,"annual_income":115000.0},"1527":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1993,"annual_income":98000.0},"1528":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1991,"annual_income":249996.0},"1529":{"employment_length":5,"home_ownership":"RENT","zip_code":"427xx","address_state":"KY","earliest_credit_line":1994,"annual_income":99504.0},"1530":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1985,"annual_income":108000.0},"1531":{"employment_length":2,"home_ownership":"RENT","zip_code":"327xx","address_state":"FL","earliest_credit_line":2001,"annual_income":112123.0},"1532":{"employment_length":1,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1992,"annual_income":108000.0},"1533":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"365xx","address_state":"AL","earliest_credit_line":1980,"annual_income":111996.0},"1534":{"employment_length":6,"home_ownership":"RENT","zip_code":"895xx","address_state":"NV","earliest_credit_line":1978,"annual_income":132640.0},"1535":{"employment_length":8,"home_ownership":"RENT","zip_code":"774xx","address_state":"TX","earliest_credit_line":1999,"annual_income":113800.0},"1536":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1983,"annual_income":110000.0},"1537":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1984,"annual_income":139913.0},"1538":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1989,"annual_income":121000.0},"1539":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1990,"annual_income":116004.0},"1540":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":2001,"annual_income":105000.0},"1541":{"employment_length":3,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1995,"annual_income":97000.0},"1542":{"employment_length":1,"home_ownership":"RENT","zip_code":"495xx","address_state":"MI","earliest_credit_line":1985,"annual_income":180000.0},"1543":{"employment_length":3,"home_ownership":"RENT","zip_code":"111xx","address_state":"NY","earliest_credit_line":1995,"annual_income":125000.0},"1544":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1995,"annual_income":188004.0},"1545":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1998,"annual_income":100000.0},"1546":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"971xx","address_state":"OR","earliest_credit_line":1989,"annual_income":123996.0},"1547":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1994,"annual_income":120000.0},"1548":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1992,"annual_income":90730.0},"1549":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1984,"annual_income":94368.0},"1550":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1989,"annual_income":104000.0},"1551":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1996,"annual_income":109500.0},"1552":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1992,"annual_income":121352.52},"1553":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"864xx","address_state":"AZ","earliest_credit_line":1984,"annual_income":147996.0},"1554":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1994,"annual_income":98000.0},"1555":{"employment_length":1,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1992,"annual_income":225000.0},"1556":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1985,"annual_income":145008.0},"1557":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2003,"annual_income":93600.0},"1558":{"employment_length":9,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":104000.0},"1559":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1992,"annual_income":300000.0},"1560":{"employment_length":10,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2001,"annual_income":125000.0},"1561":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1996,"annual_income":120000.0},"1562":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"230xx","address_state":"VA","earliest_credit_line":1993,"annual_income":102000.0},"1563":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1993,"annual_income":97000.0},"1564":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1997,"annual_income":189996.0},"1565":{"employment_length":10,"home_ownership":"OWN","zip_code":"672xx","address_state":"KS","earliest_credit_line":1976,"annual_income":95004.0},"1566":{"employment_length":8,"home_ownership":"OTHER","zip_code":"130xx","address_state":"NY","earliest_credit_line":1991,"annual_income":110000.0},"1567":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"319xx","address_state":"GA","earliest_credit_line":1993,"annual_income":94896.0},"1568":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1988,"annual_income":125000.0},"1569":{"employment_length":1,"home_ownership":"RENT","zip_code":"782xx","address_state":"TX","earliest_credit_line":1974,"annual_income":97000.0},"1570":{"employment_length":5,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":92000.0},"1571":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1994,"annual_income":119604.0},"1572":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1997,"annual_income":103240.0},"1573":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1997,"annual_income":120000.0},"1574":{"employment_length":2,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":1987,"annual_income":103000.0},"1575":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"591xx","address_state":"MT","earliest_credit_line":1980,"annual_income":101000.0},"1576":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1981,"annual_income":95000.0},"1577":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":140000.0},"1578":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":1973,"annual_income":130000.0},"1579":{"employment_length":1,"home_ownership":"RENT","zip_code":"908xx","address_state":"CA","earliest_credit_line":1977,"annual_income":115000.0},"1580":{"employment_length":1,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":1998,"annual_income":96408.0},"1581":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1992,"annual_income":189000.0},"1582":{"employment_length":3,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1999,"annual_income":98000.0},"1583":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"860xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":110000.0},"1584":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":2001,"annual_income":100000.0},"1585":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"772xx","address_state":"TX","earliest_credit_line":1988,"annual_income":176000.0},"1586":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1987,"annual_income":95000.0},"1587":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"344xx","address_state":"FL","earliest_credit_line":1992,"annual_income":101400.0},"1588":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"1589":{"employment_length":8,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1989,"annual_income":110000.0},"1590":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1997,"annual_income":98000.0},"1591":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":2000,"annual_income":99670.0},"1592":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"374xx","address_state":"TX","earliest_credit_line":1987,"annual_income":120000.0},"1593":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1976,"annual_income":95000.0},"1594":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1992,"annual_income":103089.0},"1595":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1978,"annual_income":119000.0},"1596":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":1982,"annual_income":119500.0},"1597":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"329xx","address_state":"FL","earliest_credit_line":1995,"annual_income":96996.0},"1598":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1994,"annual_income":173088.0},"1599":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1989,"annual_income":99996.0},"1600":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":200004.0},"1601":{"employment_length":10,"home_ownership":"RENT","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1977,"annual_income":96000.0},"1602":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1978,"annual_income":128000.0},"1603":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1995,"annual_income":135000.0},"1604":{"employment_length":2,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2001,"annual_income":107028.0},"1605":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1996,"annual_income":92004.0},"1606":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1988,"annual_income":234600.0},"1607":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"168xx","address_state":"PA","earliest_credit_line":1988,"annual_income":105000.0},"1608":{"employment_length":2,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":2000,"annual_income":95004.0},"1609":{"employment_length":3,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2000,"annual_income":105000.0},"1610":{"employment_length":2,"home_ownership":"RENT","zip_code":"935xx","address_state":"CA","earliest_credit_line":1994,"annual_income":142000.0},"1611":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1997,"annual_income":91000.0},"1612":{"employment_length":8,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1998,"annual_income":101000.0},"1613":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2000,"annual_income":100000.0},"1614":{"employment_length":1,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1986,"annual_income":92000.0},"1615":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1998,"annual_income":100824.0},"1616":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"015xx","address_state":"MA","earliest_credit_line":1992,"annual_income":96713.32},"1617":{"employment_length":7,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1989,"annual_income":112995.0},"1618":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2003,"annual_income":150000.0},"1619":{"employment_length":1,"home_ownership":"RENT","zip_code":"292xx","address_state":"SC","earliest_credit_line":1985,"annual_income":108000.0},"1620":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1985,"annual_income":92000.0},"1621":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":99996.0},"1622":{"employment_length":2,"home_ownership":"RENT","zip_code":"086xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":110000.0},"1623":{"employment_length":10,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":1986,"annual_income":144000.0},"1624":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"106xx","address_state":"NY","earliest_credit_line":1974,"annual_income":125000.0},"1625":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":150000.0},"1626":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":2000,"annual_income":113000.0},"1627":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"015xx","address_state":"MA","earliest_credit_line":1987,"annual_income":109000.0},"1628":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1992,"annual_income":155867.0},"1629":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":110000.0},"1630":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1980,"annual_income":145000.0},"1631":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"622xx","address_state":"IL","earliest_credit_line":1997,"annual_income":91200.0},"1632":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1995,"annual_income":249000.0},"1633":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1995,"annual_income":130000.0},"1634":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"086xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":105000.0},"1635":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2001,"annual_income":121722.0},"1636":{"employment_length":10,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":1975,"annual_income":156326.0},"1637":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1995,"annual_income":93240.0},"1638":{"employment_length":4,"home_ownership":"RENT","zip_code":"432xx","address_state":"OH","earliest_credit_line":1995,"annual_income":159996.0},"1639":{"employment_length":10,"home_ownership":"RENT","zip_code":"328xx","address_state":"FL","earliest_credit_line":1994,"annual_income":100000.0},"1640":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1990,"annual_income":120000.0},"1641":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":1991,"annual_income":100000.0},"1642":{"employment_length":1,"home_ownership":"RENT","zip_code":"947xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95800.0},"1643":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1997,"annual_income":94000.0},"1644":{"employment_length":10,"home_ownership":"RENT","zip_code":"206xx","address_state":"MD","earliest_credit_line":1986,"annual_income":111000.0},"1645":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1993,"annual_income":129996.0},"1646":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1986,"annual_income":150000.0},"1647":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110000.0},"1648":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1997,"annual_income":130000.0},"1649":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":1996,"annual_income":178364.0},"1650":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1988,"annual_income":163900.0},"1651":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1993,"annual_income":100000.0},"1652":{"employment_length":4,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1982,"annual_income":175000.0},"1653":{"employment_length":6,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1999,"annual_income":120000.0},"1654":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1985,"annual_income":130000.0},"1655":{"employment_length":10,"home_ownership":"RENT","zip_code":"086xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":131000.0},"1656":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":2002,"annual_income":150000.0},"1657":{"employment_length":1,"home_ownership":"RENT","zip_code":"327xx","address_state":"FL","earliest_credit_line":1996,"annual_income":130068.0},"1658":{"employment_length":10,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1992,"annual_income":102000.0},"1659":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1986,"annual_income":130000.0},"1660":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":122000.0},"1661":{"employment_length":10,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":105000.0},"1662":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1993,"annual_income":97000.0},"1663":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"173xx","address_state":"PA","earliest_credit_line":1988,"annual_income":92904.0},"1664":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"451xx","address_state":"OH","earliest_credit_line":1998,"annual_income":160000.0},"1665":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"146xx","address_state":"NY","earliest_credit_line":1992,"annual_income":92000.0},"1666":{"employment_length":10,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":110500.0},"1667":{"employment_length":2,"home_ownership":"RENT","zip_code":"111xx","address_state":"NY","earliest_credit_line":2000,"annual_income":240000.0},"1668":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1983,"annual_income":100000.0},"1669":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":1990,"annual_income":126803.0},"1670":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1992,"annual_income":98406.0},"1671":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1993,"annual_income":105000.0},"1672":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":160000.0},"1673":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1994,"annual_income":95000.0},"1674":{"employment_length":2,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":116600.0},"1675":{"employment_length":8,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":225000.0},"1676":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":230000.0},"1677":{"employment_length":9,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":175000.0},"1678":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1991,"annual_income":100000.0},"1679":{"employment_length":2,"home_ownership":"OTHER","zip_code":"207xx","address_state":"MD","earliest_credit_line":1991,"annual_income":92000.0},"1680":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1995,"annual_income":175000.0},"1681":{"employment_length":1,"home_ownership":"RENT","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":160000.0},"1682":{"employment_length":2,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":116700.0},"1683":{"employment_length":3,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":2000,"annual_income":155000.0},"1684":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":105000.0},"1685":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1985,"annual_income":200000.0},"1686":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"882xx","address_state":"NM","earliest_credit_line":1991,"annual_income":138000.0},"1687":{"employment_length":5,"home_ownership":"OTHER","zip_code":"945xx","address_state":"CA","earliest_credit_line":1993,"annual_income":108000.0},"1688":{"employment_length":9,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1994,"annual_income":115275.0},"1689":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1987,"annual_income":91000.0},"1690":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":91000.0},"1691":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2005,"annual_income":93000.0},"1692":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1994,"annual_income":105000.0},"1693":{"employment_length":10,"home_ownership":"RENT","zip_code":"480xx","address_state":"MI","earliest_credit_line":2000,"annual_income":112200.0},"1694":{"employment_length":4,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":155004.0},"1695":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1997,"annual_income":143123.0},"1696":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1979,"annual_income":100000.0},"1697":{"employment_length":9,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1994,"annual_income":115000.0},"1698":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1998,"annual_income":131000.0},"1699":{"employment_length":1,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1993,"annual_income":95800.0},"1700":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1996,"annual_income":138000.0},"1701":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"451xx","address_state":"OH","earliest_credit_line":1992,"annual_income":91644.0},"1702":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1987,"annual_income":130000.0},"1703":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"907xx","address_state":"CA","earliest_credit_line":1994,"annual_income":91000.0},"1704":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"778xx","address_state":"TX","earliest_credit_line":1971,"annual_income":110000.0},"1705":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1997,"annual_income":200000.0},"1706":{"employment_length":3,"home_ownership":"RENT","zip_code":"600xx","address_state":"IL","earliest_credit_line":1992,"annual_income":160000.0},"1707":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1994,"annual_income":109000.0},"1708":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":2002,"annual_income":500000.0},"1709":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1990,"annual_income":113800.0},"1710":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1980,"annual_income":117000.0},"1711":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"1712":{"employment_length":4,"home_ownership":"OTHER","zip_code":"761xx","address_state":"TX","earliest_credit_line":1982,"annual_income":125000.0},"1713":{"employment_length":1,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":1988,"annual_income":105000.0},"1714":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1994,"annual_income":97000.0},"1715":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":1992,"annual_income":145000.0},"1716":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"781xx","address_state":"TX","earliest_credit_line":1990,"annual_income":100000.0},"1717":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1988,"annual_income":100000.0},"1718":{"employment_length":1,"home_ownership":"OWN","zip_code":"796xx","address_state":"TX","earliest_credit_line":1990,"annual_income":98000.0},"1719":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"895xx","address_state":"NV","earliest_credit_line":1988,"annual_income":200000.0},"1720":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"219xx","address_state":"MD","earliest_credit_line":2003,"annual_income":105000.0},"1721":{"employment_length":10,"home_ownership":"OWN","zip_code":"787xx","address_state":"TX","earliest_credit_line":1993,"annual_income":185000.0},"1722":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1994,"annual_income":115200.0},"1723":{"employment_length":6,"home_ownership":"OTHER","zip_code":"303xx","address_state":"GA","earliest_credit_line":1994,"annual_income":97000.0},"1724":{"employment_length":1,"home_ownership":"RENT","zip_code":"303xx","address_state":"GA","earliest_credit_line":1999,"annual_income":110000.0},"1725":{"employment_length":10,"home_ownership":"OTHER","zip_code":"300xx","address_state":"GA","earliest_credit_line":1995,"annual_income":160000.0},"1726":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"142xx","address_state":"NY","earliest_credit_line":1995,"annual_income":97200.0},"1727":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1997,"annual_income":180000.0},"1728":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"1729":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"841xx","address_state":"UT","earliest_credit_line":2001,"annual_income":97200.0},"1730":{"employment_length":1,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":2003,"annual_income":100000.0},"1731":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1989,"annual_income":101000.0},"1732":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"539xx","address_state":"WI","earliest_credit_line":1991,"annual_income":136000.0},"1733":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1996,"annual_income":93000.0},"1734":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1994,"annual_income":120000.0},"1735":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1989,"annual_income":215000.0},"1736":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":1985,"annual_income":101400.0},"1737":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1992,"annual_income":200000.0},"1738":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1980,"annual_income":107000.0},"1739":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1989,"annual_income":200000.0},"1740":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1994,"annual_income":175000.0},"1741":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1984,"annual_income":110000.0},"1742":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1991,"annual_income":120000.0},"1743":{"employment_length":7,"home_ownership":"RENT","zip_code":"904xx","address_state":"CA","earliest_credit_line":1995,"annual_income":96000.0},"1744":{"employment_length":3,"home_ownership":"OWN","zip_code":"300xx","address_state":"GA","earliest_credit_line":2001,"annual_income":120000.0},"1745":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"281xx","address_state":"NC","earliest_credit_line":1990,"annual_income":522000.0},"1746":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1991,"annual_income":112000.0},"1747":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"101xx","address_state":"NY","earliest_credit_line":2002,"annual_income":120000.0},"1748":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":120000.0},"1749":{"employment_length":1,"home_ownership":"RENT","zip_code":"024xx","address_state":"MA","earliest_credit_line":1963,"annual_income":95000.0},"1750":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":95000.0},"1751":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1985,"annual_income":93000.0},"1752":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":105000.0},"1753":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"110xx","address_state":"NY","earliest_credit_line":2000,"annual_income":480000.0},"1754":{"employment_length":1,"home_ownership":"RENT","zip_code":"024xx","address_state":"MA","earliest_credit_line":1963,"annual_income":110000.0},"1755":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1996,"annual_income":120000.0},"1756":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1991,"annual_income":118000.0},"1757":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1995,"annual_income":93000.0},"1758":{"employment_length":1,"home_ownership":"NONE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"1759":{"employment_length":1,"home_ownership":"NONE","zip_code":"024xx","address_state":"MA","earliest_credit_line":1999,"annual_income":120000.0},"1760":{"employment_length":10,"home_ownership":"OWN","zip_code":"981xx","address_state":"WA","earliest_credit_line":1984,"annual_income":125000.0},"1761":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1990,"annual_income":213000.0},"1762":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"023xx","address_state":"MA","earliest_credit_line":1993,"annual_income":150000.0},"1763":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1992,"annual_income":225000.0},"1764":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1991,"annual_income":130000.0},"1765":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":200000.0},"1766":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":98000.0},"1767":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1987,"annual_income":125000.0},"1768":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":250000.0},"1769":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1987,"annual_income":150000.0},"1770":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"017xx","address_state":"MA","earliest_credit_line":2000,"annual_income":95000.0},"1771":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":200000.0},"1772":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"017xx","address_state":"MA","earliest_credit_line":1997,"annual_income":120000.0},"1773":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"530xx","address_state":"WI","earliest_credit_line":1996,"annual_income":180000.0},"1774":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"530xx","address_state":"WI","earliest_credit_line":1995,"annual_income":180000.0},"1775":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1990,"annual_income":110000.0},"1776":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"017xx","address_state":"MA","earliest_credit_line":1998,"annual_income":100000.0},"1777":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1988,"annual_income":200000.0},"1778":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1978,"annual_income":160000.0},"1779":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"934xx","address_state":"CA","earliest_credit_line":1995,"annual_income":110000.0},"1780":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"324xx","address_state":"FL","earliest_credit_line":1999,"annual_income":230000.0},"1781":{"employment_length":5,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1998,"annual_income":176000.0},"1782":{"employment_length":10,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1999,"annual_income":984000.0},"1783":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"985xx","address_state":"WA","earliest_credit_line":1996,"annual_income":129240.0},"1784":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"936xx","address_state":"CA","earliest_credit_line":1997,"annual_income":104000.0},"1785":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1984,"annual_income":110004.0},"1786":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"648xx","address_state":"MO","earliest_credit_line":1992,"annual_income":90231.0},"1787":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1994,"annual_income":91500.0},"1788":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1989,"annual_income":107000.0},"1789":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"082xx","address_state":"NJ","earliest_credit_line":1984,"annual_income":138000.0},"1790":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"323xx","address_state":"FL","earliest_credit_line":1980,"annual_income":100000.0},"1791":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1992,"annual_income":138000.0},"1792":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"145xx","address_state":"NY","earliest_credit_line":1990,"annual_income":123000.0},"1793":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1995,"annual_income":128000.0},"1794":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"532xx","address_state":"WI","earliest_credit_line":1976,"annual_income":116000.0},"1795":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"495xx","address_state":"MI","earliest_credit_line":1995,"annual_income":744000.0},"1796":{"employment_length":6,"home_ownership":"OWN","zip_code":"535xx","address_state":"WI","earliest_credit_line":1993,"annual_income":152000.0},"1797":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1996,"annual_income":91176.0},"1798":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1991,"annual_income":300000.0},"1799":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"442xx","address_state":"OH","earliest_credit_line":1979,"annual_income":104000.0},"1800":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1989,"annual_income":150000.0},"1801":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"139xx","address_state":"NY","earliest_credit_line":1992,"annual_income":150000.0},"1802":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1983,"annual_income":126000.0},"1803":{"employment_length":10,"home_ownership":"OWN","zip_code":"328xx","address_state":"FL","earliest_credit_line":1997,"annual_income":159996.0},"1804":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":1983,"annual_income":120000.0},"1805":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":2000,"annual_income":100000.0},"1806":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":1996,"annual_income":135000.0},"1807":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1992,"annual_income":95000.0},"1808":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2006,"annual_income":93000.0},"1809":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1990,"annual_income":95000.0},"1810":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1984,"annual_income":140000.0},"1811":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":1999,"annual_income":100000.0},"1812":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1989,"annual_income":190000.0},"1813":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1992,"annual_income":163500.0},"1814":{"employment_length":8,"home_ownership":"OWN","zip_code":"481xx","address_state":"MI","earliest_credit_line":2001,"annual_income":100000.0},"1815":{"employment_length":4,"home_ownership":"RENT","zip_code":"018xx","address_state":"MA","earliest_credit_line":1988,"annual_income":103000.0},"1816":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1994,"annual_income":200000.0},"1817":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":1998,"annual_income":675048.0},"1818":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"648xx","address_state":"MO","earliest_credit_line":1992,"annual_income":90231.0},"1819":{"employment_length":2,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":100000.0},"1820":{"employment_length":10,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1989,"annual_income":115000.0},"1821":{"employment_length":2,"home_ownership":"OWN","zip_code":"773xx","address_state":"TX","earliest_credit_line":2003,"annual_income":111460.0},"1822":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"198xx","address_state":"DE","earliest_credit_line":1995,"annual_income":120000.0},"1823":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1999,"annual_income":108000.0},"1824":{"employment_length":5,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1999,"annual_income":107000.0},"1825":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1989,"annual_income":95000.0},"1826":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1988,"annual_income":105000.0},"1827":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1998,"annual_income":125000.0},"1828":{"employment_length":7,"home_ownership":"OWN","zip_code":"109xx","address_state":"NY","earliest_credit_line":1998,"annual_income":150000.0},"1829":{"employment_length":1,"home_ownership":"OWN","zip_code":"410xx","address_state":"KY","earliest_credit_line":1998,"annual_income":120000.0},"1830":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"218xx","address_state":"MD","earliest_credit_line":1992,"annual_income":250000.0},"1831":{"employment_length":9,"home_ownership":"OWN","zip_code":"334xx","address_state":"FL","earliest_credit_line":1994,"annual_income":102000.0},"1832":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"107xx","address_state":"NY","earliest_credit_line":1999,"annual_income":144000.0},"1833":{"employment_length":10,"home_ownership":"OWN","zip_code":"762xx","address_state":"TX","earliest_credit_line":1995,"annual_income":110000.0},"1834":{"employment_length":1,"home_ownership":"RENT","zip_code":"895xx","address_state":"NV","earliest_credit_line":1985,"annual_income":103625.0},"1835":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"820xx","address_state":"WY","earliest_credit_line":2000,"annual_income":265000.0},"1836":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1988,"annual_income":210000.0},"1837":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":1995,"annual_income":325162.08},"1838":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1996,"annual_income":97572.0},"1839":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"321xx","address_state":"FL","earliest_credit_line":1986,"annual_income":100000.0},"1840":{"employment_length":5,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":178000.0},"1841":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"537xx","address_state":"WI","earliest_credit_line":1992,"annual_income":120000.0},"1842":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"198xx","address_state":"DE","earliest_credit_line":1992,"annual_income":295000.0},"1843":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":1979,"annual_income":94036.0},"1844":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1988,"annual_income":120000.0},"1845":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"106xx","address_state":"NY","earliest_credit_line":1994,"annual_income":100000.0},"1846":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"075xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":104004.0},"1847":{"employment_length":3,"home_ownership":"RENT","zip_code":"494xx","address_state":"MI","earliest_credit_line":2000,"annual_income":203004.0},"1848":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"1849":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1995,"annual_income":94000.0},"1850":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1990,"annual_income":150000.0},"1851":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1969,"annual_income":108000.0},"1852":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2001,"annual_income":92500.0},"1853":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":240000.0},"1854":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":108996.0},"1855":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1992,"annual_income":110000.0},"1856":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1995,"annual_income":100000.0},"1857":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1991,"annual_income":96000.0},"1858":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1991,"annual_income":128000.0},"1859":{"employment_length":2,"home_ownership":"RENT","zip_code":"774xx","address_state":"TX","earliest_credit_line":1993,"annual_income":96000.0},"1860":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":1996,"annual_income":100000.0},"1861":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1995,"annual_income":100000.0},"1862":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1988,"annual_income":300000.0},"1863":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":2002,"annual_income":100000.0},"1864":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":1997,"annual_income":107500.0},"1865":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"038xx","address_state":"NH","earliest_credit_line":1994,"annual_income":120000.0},"1866":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1994,"annual_income":300000.0},"1867":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1989,"annual_income":150000.0},"1868":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1997,"annual_income":105000.0},"1869":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1997,"annual_income":100000.0},"1870":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1989,"annual_income":190000.0},"1871":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1992,"annual_income":98000.0},"1872":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"MI","earliest_credit_line":1997,"annual_income":104000.0},"1873":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":142500.0},"1874":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":2002,"annual_income":285000.0},"1875":{"employment_length":1,"home_ownership":"RENT","zip_code":"894xx","address_state":"NV","earliest_credit_line":1996,"annual_income":110004.0},"1876":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":2003,"annual_income":95000.0},"1877":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1990,"annual_income":125000.0},"1878":{"employment_length":5,"home_ownership":"OTHER","zip_code":"111xx","address_state":"NY","earliest_credit_line":1996,"annual_income":110004.0},"1879":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":150000.0},"1880":{"employment_length":1,"home_ownership":"OWN","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":155000.0},"1881":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"968xx","address_state":"HI","earliest_credit_line":1997,"annual_income":92000.0},"1882":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"857xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":116820.0},"1883":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"916xx","address_state":"CA","earliest_credit_line":1990,"annual_income":145000.0},"1884":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1993,"annual_income":105000.0},"1885":{"employment_length":10,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":1999,"annual_income":96996.0},"1886":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":1990,"annual_income":124200.0},"1887":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1978,"annual_income":120000.0},"1888":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":178000.0},"1889":{"employment_length":7,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1987,"annual_income":175000.0},"1890":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"995xx","address_state":"AK","earliest_credit_line":1990,"annual_income":165000.0},"1891":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1997,"annual_income":137500.0},"1892":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":2000,"annual_income":90900.0},"1893":{"employment_length":1,"home_ownership":"RENT","zip_code":"701xx","address_state":"LA","earliest_credit_line":1998,"annual_income":100000.0},"1894":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1988,"annual_income":189500.0},"1895":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1991,"annual_income":150000.0},"1896":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1998,"annual_income":92184.0},"1897":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":2000,"annual_income":140000.0},"1898":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1994,"annual_income":123000.0},"1899":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"952xx","address_state":"CA","earliest_credit_line":1988,"annual_income":100000.0},"1900":{"employment_length":1,"home_ownership":"OTHER","zip_code":"770xx","address_state":"TX","earliest_credit_line":2005,"annual_income":100000.0},"1901":{"employment_length":4,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1997,"annual_income":220000.0},"1902":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1981,"annual_income":113000.0},"1903":{"employment_length":2,"home_ownership":"OWN","zip_code":"347xx","address_state":"FL","earliest_credit_line":1995,"annual_income":100000.0},"1904":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1997,"annual_income":160000.0},"1905":{"employment_length":6,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1998,"annual_income":98000.0},"1906":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":1994,"annual_income":92500.0},"1907":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"324xx","address_state":"FL","earliest_credit_line":1982,"annual_income":120000.0},"1908":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"916xx","address_state":"CA","earliest_credit_line":1983,"annual_income":100000.0},"1909":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2001,"annual_income":102000.0},"1910":{"employment_length":6,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":1997,"annual_income":122870.0},"1911":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1989,"annual_income":108000.0},"1912":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":1987,"annual_income":100000.0},"1913":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1993,"annual_income":160000.0},"1914":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1974,"annual_income":97000.0},"1915":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1994,"annual_income":95000.0},"1916":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1989,"annual_income":108000.0},"1917":{"employment_length":1,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1998,"annual_income":104000.0},"1918":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1988,"annual_income":264000.0},"1919":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":2000,"annual_income":98000.0},"1920":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"142xx","address_state":"NY","earliest_credit_line":2000,"annual_income":100000.0},"1921":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"351xx","address_state":"AL","earliest_credit_line":1993,"annual_income":110000.0},"1922":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2007,"annual_income":95000.0},"1923":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":2000,"annual_income":91000.0},"1924":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1985,"annual_income":125000.0},"1925":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1991,"annual_income":180000.0},"1926":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1996,"annual_income":96000.0},"1927":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1984,"annual_income":300000.0},"1928":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":100000.0},"1929":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1984,"annual_income":150000.0},"1930":{"employment_length":8,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2000,"annual_income":115000.0},"1931":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2002,"annual_income":117000.0},"1932":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1998,"annual_income":105000.0},"1933":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":115000.0},"1934":{"employment_length":10,"home_ownership":"OWN","zip_code":"206xx","address_state":"MD","earliest_credit_line":2001,"annual_income":103000.0},"1935":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1995,"annual_income":114000.0},"1936":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":1989,"annual_income":103000.0},"1937":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":2003,"annual_income":100000.0},"1938":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1999,"annual_income":102000.0},"1939":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":95000.0},"1940":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":2001,"annual_income":155000.0},"1941":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"453xx","address_state":"OH","earliest_credit_line":1993,"annual_income":110000.0},"1942":{"employment_length":10,"home_ownership":"RENT","zip_code":"995xx","address_state":"AK","earliest_credit_line":1993,"annual_income":115000.0},"1943":{"employment_length":1,"home_ownership":"RENT","zip_code":"120xx","address_state":"NY","earliest_credit_line":2003,"annual_income":93652.0},"1944":{"employment_length":8,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1999,"annual_income":100000.0},"1945":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"143xx","address_state":"NY","earliest_credit_line":2008,"annual_income":115000.0},"1946":{"employment_length":10,"home_ownership":"RENT","zip_code":"322xx","address_state":"FL","earliest_credit_line":1994,"annual_income":93000.0},"1947":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1999,"annual_income":92000.0},"1948":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"843xx","address_state":"UT","earliest_credit_line":1998,"annual_income":150000.0},"1949":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"289xx","address_state":"NC","earliest_credit_line":1989,"annual_income":135767.0},"1950":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1993,"annual_income":145000.0},"1951":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2003,"annual_income":140000.0},"1952":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1976,"annual_income":150000.0},"1953":{"employment_length":5,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":2005,"annual_income":97000.0},"1954":{"employment_length":1,"home_ownership":"RENT","zip_code":"554xx","address_state":"MN","earliest_credit_line":2005,"annual_income":100000.0},"1955":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"237xx","address_state":"VA","earliest_credit_line":1993,"annual_income":98000.0},"1956":{"employment_length":2,"home_ownership":"RENT","zip_code":"232xx","address_state":"VA","earliest_credit_line":2003,"annual_income":105000.0},"1957":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2002,"annual_income":204000.0},"1958":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1998,"annual_income":105000.0},"1959":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"946xx","address_state":"CA","earliest_credit_line":2001,"annual_income":105000.0},"1960":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":250000.0},"1961":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1991,"annual_income":95000.0},"1962":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1995,"annual_income":101978.0},"1963":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":2001,"annual_income":95000.0},"1964":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":2003,"annual_income":177000.0},"1965":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1997,"annual_income":220000.0},"1966":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1985,"annual_income":125000.0},"1967":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1997,"annual_income":120000.0},"1968":{"employment_length":6,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":1999,"annual_income":140000.0},"1969":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":93000.0},"1970":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"462xx","address_state":"IN","earliest_credit_line":1975,"annual_income":135000.0},"1971":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":102000.0},"1972":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1999,"annual_income":103000.0},"1973":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":2001,"annual_income":120000.0},"1974":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":2000,"annual_income":105000.0},"1975":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"721xx","address_state":"AR","earliest_credit_line":2002,"annual_income":96000.0},"1976":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1993,"annual_income":157000.0},"1977":{"employment_length":6,"home_ownership":"OWN","zip_code":"913xx","address_state":"CA","earliest_credit_line":1987,"annual_income":125000.0},"1978":{"employment_length":1,"home_ownership":"RENT","zip_code":"210xx","address_state":"MD","earliest_credit_line":2000,"annual_income":105000.0},"1979":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":104000.0},"1980":{"employment_length":5,"home_ownership":"RENT","zip_code":"553xx","address_state":"MN","earliest_credit_line":2005,"annual_income":110000.0},"1981":{"employment_length":3,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":105000.0},"1982":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":1988,"annual_income":100000.0},"1983":{"employment_length":2,"home_ownership":"RENT","zip_code":"782xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"1984":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"972xx","address_state":"OR","earliest_credit_line":1992,"annual_income":150000.0},"1985":{"employment_length":10,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":2000,"annual_income":117819.0},"1986":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1991,"annual_income":130000.0},"1987":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"106xx","address_state":"NY","earliest_credit_line":1994,"annual_income":195000.0},"1988":{"employment_length":4,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1984,"annual_income":409000.0},"1989":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"781xx","address_state":"TX","earliest_credit_line":1994,"annual_income":96100.0},"1990":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":115000.0},"1991":{"employment_length":10,"home_ownership":"OWN","zip_code":"489xx","address_state":"MI","earliest_credit_line":1996,"annual_income":109000.0},"1992":{"employment_length":10,"home_ownership":"RENT","zip_code":"911xx","address_state":"CA","earliest_credit_line":2002,"annual_income":130000.0},"1993":{"employment_length":1,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1985,"annual_income":160000.0},"1994":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1999,"annual_income":126000.0},"1995":{"employment_length":10,"home_ownership":"RENT","zip_code":"910xx","address_state":"CA","earliest_credit_line":2000,"annual_income":182000.0},"1996":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":2000,"annual_income":105000.0},"1997":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":2000,"annual_income":102000.0},"1998":{"employment_length":9,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1998,"annual_income":110000.0},"1999":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1988,"annual_income":124000.0},"2000":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1998,"annual_income":145000.0},"2001":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":120000.0},"2002":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1997,"annual_income":154000.0},"2003":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":140000.0},"2004":{"employment_length":4,"home_ownership":"RENT","zip_code":"968xx","address_state":"HI","earliest_credit_line":2004,"annual_income":100000.0},"2005":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":2000,"annual_income":110000.0},"2006":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":2001,"annual_income":104000.0},"2007":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2000,"annual_income":180000.0},"2008":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":2001,"annual_income":100000.0},"2009":{"employment_length":1,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":2003,"annual_income":110000.0},"2010":{"employment_length":0,"home_ownership":"OWN","zip_code":"959xx","address_state":"CA","earliest_credit_line":1980,"annual_income":120000.0},"2011":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1988,"annual_income":178000.0},"2012":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1991,"annual_income":220000.0},"2013":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":1976,"annual_income":96000.0},"2014":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1993,"annual_income":143611.0},"2015":{"employment_length":10,"home_ownership":"OWN","zip_code":"952xx","address_state":"CA","earliest_credit_line":1996,"annual_income":125000.0},"2016":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1995,"annual_income":140000.0},"2017":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":2003,"annual_income":113000.0},"2018":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1992,"annual_income":99900.0},"2019":{"employment_length":8,"home_ownership":"OWN","zip_code":"925xx","address_state":"CA","earliest_credit_line":1982,"annual_income":120000.0},"2020":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"492xx","address_state":"MI","earliest_credit_line":1993,"annual_income":95000.0},"2021":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1995,"annual_income":130000.0},"2022":{"employment_length":10,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2003,"annual_income":140000.0},"2023":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1992,"annual_income":92000.0},"2024":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"972xx","address_state":"OR","earliest_credit_line":1986,"annual_income":113000.0},"2025":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1999,"annual_income":120000.0},"2026":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":2003,"annual_income":140000.0},"2027":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1983,"annual_income":130000.0},"2028":{"employment_length":10,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1993,"annual_income":93000.0},"2029":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"245xx","address_state":"VA","earliest_credit_line":1990,"annual_income":100000.0},"2030":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1998,"annual_income":103000.0},"2031":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":117600.0},"2032":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1987,"annual_income":98600.0},"2033":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":2001,"annual_income":100000.0},"2034":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"261xx","address_state":"WV","earliest_credit_line":1994,"annual_income":120000.0},"2035":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1995,"annual_income":103330.0},"2036":{"employment_length":10,"home_ownership":"RENT","zip_code":"706xx","address_state":"LA","earliest_credit_line":2000,"annual_income":112000.0},"2037":{"employment_length":6,"home_ownership":"OWN","zip_code":"450xx","address_state":"OH","earliest_credit_line":2000,"annual_income":97200.0},"2038":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"284xx","address_state":"NC","earliest_credit_line":2007,"annual_income":115000.0},"2039":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":1984,"annual_income":106000.0},"2040":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":2000,"annual_income":112000.0},"2041":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":2000,"annual_income":110000.0},"2042":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1996,"annual_income":130000.0},"2043":{"employment_length":10,"home_ownership":"OWN","zip_code":"105xx","address_state":"NY","earliest_credit_line":1994,"annual_income":100000.0},"2044":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1998,"annual_income":110000.0},"2045":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2007,"annual_income":100020.0},"2046":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":1999,"annual_income":130000.0},"2047":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":2004,"annual_income":105000.0},"2048":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1987,"annual_income":125000.0},"2049":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1988,"annual_income":100000.0},"2050":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"944xx","address_state":"CA","earliest_credit_line":2000,"annual_income":102000.0},"2051":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":2000,"annual_income":130000.0},"2052":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1985,"annual_income":117661.0},"2053":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2003,"annual_income":106370.0},"2054":{"employment_length":10,"home_ownership":"RENT","zip_code":"301xx","address_state":"GA","earliest_credit_line":1997,"annual_income":95509.0},"2055":{"employment_length":7,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1988,"annual_income":93000.0},"2056":{"employment_length":8,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1998,"annual_income":98355.0},"2057":{"employment_length":5,"home_ownership":"RENT","zip_code":"934xx","address_state":"CA","earliest_credit_line":2009,"annual_income":95000.0},"2058":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2004,"annual_income":100000.0},"2059":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1989,"annual_income":119000.0},"2060":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1991,"annual_income":125000.0},"2061":{"employment_length":10,"home_ownership":"RENT","zip_code":"915xx","address_state":"CA","earliest_credit_line":1983,"annual_income":92000.0},"2062":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"2063":{"employment_length":5,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":2004,"annual_income":92000.0},"2064":{"employment_length":5,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1992,"annual_income":155000.0},"2065":{"employment_length":1,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":2003,"annual_income":114500.0},"2066":{"employment_length":5,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":1987,"annual_income":152736.0},"2067":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"954xx","address_state":"CA","earliest_credit_line":2001,"annual_income":110000.0},"2068":{"employment_length":1,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":1989,"annual_income":100000.0},"2069":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"851xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":111600.0},"2070":{"employment_length":4,"home_ownership":"OWN","zip_code":"906xx","address_state":"CA","earliest_credit_line":2003,"annual_income":177000.0},"2071":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1998,"annual_income":100540.0},"2072":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1997,"annual_income":142500.0},"2073":{"employment_length":9,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":95000.0},"2074":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":107000.0},"2075":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1994,"annual_income":200000.0},"2076":{"employment_length":2,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":2006,"annual_income":110000.0},"2077":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1988,"annual_income":150000.0},"2078":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2005,"annual_income":110000.0},"2079":{"employment_length":8,"home_ownership":"RENT","zip_code":"800xx","address_state":"CO","earliest_credit_line":2001,"annual_income":105000.0},"2080":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"721xx","address_state":"AR","earliest_credit_line":1999,"annual_income":124000.0},"2081":{"employment_length":10,"home_ownership":"RENT","zip_code":"707xx","address_state":"LA","earliest_credit_line":2001,"annual_income":140000.0},"2082":{"employment_length":1,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2010,"annual_income":112000.0},"2083":{"employment_length":10,"home_ownership":"OWN","zip_code":"119xx","address_state":"NY","earliest_credit_line":2000,"annual_income":110000.0},"2084":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2005,"annual_income":130000.0},"2085":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":2000,"annual_income":121166.0},"2086":{"employment_length":4,"home_ownership":"RENT","zip_code":"085xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":95000.0},"2087":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"448xx","address_state":"OH","earliest_credit_line":1980,"annual_income":98000.0},"2088":{"employment_length":8,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":1995,"annual_income":105000.0},"2089":{"employment_length":5,"home_ownership":"OWN","zip_code":"920xx","address_state":"CA","earliest_credit_line":1996,"annual_income":103000.0},"2090":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"895xx","address_state":"NV","earliest_credit_line":1992,"annual_income":115000.0},"2091":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"756xx","address_state":"TX","earliest_credit_line":2003,"annual_income":95000.0},"2092":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":2002,"annual_income":130000.0},"2093":{"employment_length":3,"home_ownership":"RENT","zip_code":"346xx","address_state":"FL","earliest_credit_line":2001,"annual_income":100500.0},"2094":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1992,"annual_income":175000.0},"2095":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":2001,"annual_income":130000.0},"2096":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1994,"annual_income":400000.0},"2097":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1997,"annual_income":150000.0},"2098":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1990,"annual_income":140000.0},"2099":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1999,"annual_income":145000.0},"2100":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1990,"annual_income":93600.0},"2101":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"178xx","address_state":"PA","earliest_credit_line":1998,"annual_income":91000.0},"2102":{"employment_length":2,"home_ownership":"RENT","zip_code":"975xx","address_state":"OR","earliest_credit_line":1999,"annual_income":102000.0},"2103":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":2003,"annual_income":105000.0},"2104":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1996,"annual_income":104500.0},"2105":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2003,"annual_income":145000.0},"2106":{"employment_length":10,"home_ownership":"RENT","zip_code":"075xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":102600.0},"2107":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1993,"annual_income":175000.0},"2108":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2004,"annual_income":100000.0},"2109":{"employment_length":10,"home_ownership":"OWN","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":160000.0},"2110":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100380.0},"2111":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"726xx","address_state":"AR","earliest_credit_line":1999,"annual_income":98000.0},"2112":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":115000.0},"2113":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"2114":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1985,"annual_income":285000.0},"2115":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"357xx","address_state":"AL","earliest_credit_line":1984,"annual_income":106000.0},"2116":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":2000,"annual_income":173000.0},"2117":{"employment_length":1,"home_ownership":"RENT","zip_code":"890xx","address_state":"NV","earliest_credit_line":1995,"annual_income":96000.0},"2118":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1970,"annual_income":95000.0},"2119":{"employment_length":9,"home_ownership":"OWN","zip_code":"951xx","address_state":"CA","earliest_credit_line":1997,"annual_income":175000.0},"2120":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1997,"annual_income":185000.0},"2121":{"employment_length":2,"home_ownership":"RENT","zip_code":"322xx","address_state":"FL","earliest_credit_line":1995,"annual_income":200000.0},"2122":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1987,"annual_income":125000.0},"2123":{"employment_length":10,"home_ownership":"OWN","zip_code":"873xx","address_state":"NM","earliest_credit_line":1975,"annual_income":98000.0},"2124":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"231xx","address_state":"VA","earliest_credit_line":2002,"annual_income":160000.0},"2125":{"employment_length":8,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1981,"annual_income":160000.0},"2126":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"306xx","address_state":"GA","earliest_credit_line":1990,"annual_income":119000.0},"2127":{"employment_length":10,"home_ownership":"RENT","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1986,"annual_income":119000.0},"2128":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"679xx","address_state":"KS","earliest_credit_line":1998,"annual_income":110000.0},"2129":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":93000.0},"2130":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1983,"annual_income":108495.0},"2131":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1992,"annual_income":125000.0},"2132":{"employment_length":3,"home_ownership":"RENT","zip_code":"276xx","address_state":"NC","earliest_credit_line":2006,"annual_income":121000.0},"2133":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":2002,"annual_income":157368.0},"2134":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1997,"annual_income":165000.0},"2135":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2002,"annual_income":96000.0},"2136":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"240xx","address_state":"VA","earliest_credit_line":1997,"annual_income":110000.0},"2137":{"employment_length":9,"home_ownership":"RENT","zip_code":"071xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":95000.0},"2138":{"employment_length":1,"home_ownership":"OWN","zip_code":"704xx","address_state":"LA","earliest_credit_line":2000,"annual_income":100000.0},"2139":{"employment_length":10,"home_ownership":"RENT","zip_code":"116xx","address_state":"NY","earliest_credit_line":1998,"annual_income":120000.0},"2140":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":2001,"annual_income":140000.0},"2141":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":2000,"annual_income":98000.0},"2142":{"employment_length":3,"home_ownership":"RENT","zip_code":"322xx","address_state":"FL","earliest_credit_line":1987,"annual_income":90400.0},"2143":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"219xx","address_state":"MD","earliest_credit_line":1992,"annual_income":95000.0},"2144":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1996,"annual_income":200000.0},"2145":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1999,"annual_income":179000.0},"2146":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":2002,"annual_income":124000.0},"2147":{"employment_length":10,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1994,"annual_income":100000.0},"2148":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1996,"annual_income":110000.0},"2149":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":2006,"annual_income":175000.0},"2150":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":2003,"annual_income":200000.0},"2151":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1986,"annual_income":98000.0},"2152":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":120000.0},"2153":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"943xx","address_state":"CA","earliest_credit_line":1998,"annual_income":125000.0},"2154":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"2155":{"employment_length":4,"home_ownership":"OWN","zip_code":"028xx","address_state":"RI","earliest_credit_line":2001,"annual_income":105000.0},"2156":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2006,"annual_income":107000.0},"2157":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1998,"annual_income":111000.0},"2158":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1983,"annual_income":115000.0},"2159":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2000,"annual_income":97000.0},"2160":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1986,"annual_income":175000.0},"2161":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"162xx","address_state":"PA","earliest_credit_line":1997,"annual_income":107000.0},"2162":{"employment_length":7,"home_ownership":"RENT","zip_code":"916xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"2163":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"119xx","address_state":"NY","earliest_credit_line":2001,"annual_income":107000.0},"2164":{"employment_length":7,"home_ownership":"RENT","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":220000.0},"2165":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1998,"annual_income":105000.0},"2166":{"employment_length":3,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":2003,"annual_income":95000.0},"2167":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"934xx","address_state":"CA","earliest_credit_line":2001,"annual_income":97500.0},"2168":{"employment_length":10,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":2001,"annual_income":98000.0},"2169":{"employment_length":2,"home_ownership":"OWN","zip_code":"592xx","address_state":"MT","earliest_credit_line":2001,"annual_income":100000.0},"2170":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":1993,"annual_income":98500.0},"2171":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":2002,"annual_income":115000.0},"2172":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":93100.0},"2173":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"544xx","address_state":"WI","earliest_credit_line":1996,"annual_income":92500.0},"2174":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"182xx","address_state":"PA","earliest_credit_line":1981,"annual_income":128000.0},"2175":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":1997,"annual_income":100000.0},"2176":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":100000.0},"2177":{"employment_length":2,"home_ownership":"OWN","zip_code":"724xx","address_state":"AR","earliest_credit_line":2001,"annual_income":120000.0},"2178":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"196xx","address_state":"PA","earliest_credit_line":1998,"annual_income":95000.0},"2179":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":1982,"annual_income":92480.0},"2180":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":1985,"annual_income":158000.0},"2181":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1985,"annual_income":94000.0},"2182":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"234xx","address_state":"VA","earliest_credit_line":1990,"annual_income":93232.0},"2183":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1978,"annual_income":115000.0},"2184":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1999,"annual_income":115000.0},"2185":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":104000.0},"2186":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"464xx","address_state":"IN","earliest_credit_line":2002,"annual_income":110000.0},"2187":{"employment_length":7,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2002,"annual_income":128000.0},"2188":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1999,"annual_income":106200.0},"2189":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"627xx","address_state":"IL","earliest_credit_line":1997,"annual_income":185000.0},"2190":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1999,"annual_income":150000.0},"2191":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1985,"annual_income":130000.0},"2192":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"482xx","address_state":"MI","earliest_credit_line":1997,"annual_income":144000.0},"2193":{"employment_length":2,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":100000.0},"2194":{"employment_length":1,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":2007,"annual_income":118000.0},"2195":{"employment_length":6,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":2002,"annual_income":115000.0},"2196":{"employment_length":8,"home_ownership":"OWN","zip_code":"760xx","address_state":"TX","earliest_credit_line":1999,"annual_income":125000.0},"2197":{"employment_length":1,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":125000.0},"2198":{"employment_length":10,"home_ownership":"OWN","zip_code":"442xx","address_state":"OH","earliest_credit_line":1995,"annual_income":160000.0},"2199":{"employment_length":7,"home_ownership":"RENT","zip_code":"197xx","address_state":"DE","earliest_credit_line":1982,"annual_income":160000.0},"2200":{"employment_length":10,"home_ownership":"RENT","zip_code":"462xx","address_state":"IN","earliest_credit_line":1986,"annual_income":98000.0},"2201":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"672xx","address_state":"KS","earliest_credit_line":1992,"annual_income":105000.0},"2202":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":2000,"annual_income":98000.0},"2203":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1998,"annual_income":115000.0},"2204":{"employment_length":10,"home_ownership":"OWN","zip_code":"112xx","address_state":"NY","earliest_credit_line":1991,"annual_income":109000.0},"2205":{"employment_length":9,"home_ownership":"RENT","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1982,"annual_income":125000.0},"2206":{"employment_length":10,"home_ownership":"RENT","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1984,"annual_income":190000.0},"2207":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"075xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":98000.0},"2208":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1994,"annual_income":265000.0},"2209":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"317xx","address_state":"GA","earliest_credit_line":1998,"annual_income":98000.0},"2210":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"883xx","address_state":"NM","earliest_credit_line":1990,"annual_income":92000.0},"2211":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":125000.0},"2212":{"employment_length":5,"home_ownership":"RENT","zip_code":"936xx","address_state":"CA","earliest_credit_line":2002,"annual_income":100000.0},"2213":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1986,"annual_income":150000.0},"2214":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"197xx","address_state":"DE","earliest_credit_line":1996,"annual_income":93000.0},"2215":{"employment_length":3,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":120000.0},"2216":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1994,"annual_income":140000.0},"2217":{"employment_length":10,"home_ownership":"OWN","zip_code":"600xx","address_state":"IL","earliest_credit_line":1981,"annual_income":135000.0},"2218":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"347xx","address_state":"FL","earliest_credit_line":1995,"annual_income":108000.0},"2219":{"employment_length":10,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":1994,"annual_income":200000.0},"2220":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1998,"annual_income":140000.0},"2221":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1999,"annual_income":106000.0},"2222":{"employment_length":1,"home_ownership":"RENT","zip_code":"314xx","address_state":"GA","earliest_credit_line":1997,"annual_income":107640.0},"2223":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"236xx","address_state":"VA","earliest_credit_line":1999,"annual_income":98265.23},"2224":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1998,"annual_income":100000.0},"2225":{"employment_length":8,"home_ownership":"RENT","zip_code":"875xx","address_state":"NM","earliest_credit_line":2004,"annual_income":106000.0},"2226":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1997,"annual_income":109000.0},"2227":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"674xx","address_state":"KS","earliest_credit_line":2008,"annual_income":111000.0},"2228":{"employment_length":1,"home_ownership":"OWN","zip_code":"104xx","address_state":"NY","earliest_credit_line":1999,"annual_income":92500.0},"2229":{"employment_length":2,"home_ownership":"RENT","zip_code":"782xx","address_state":"TX","earliest_credit_line":2009,"annual_income":120000.0},"2230":{"employment_length":2,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":2002,"annual_income":100000.0},"2231":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1999,"annual_income":135000.0},"2232":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1989,"annual_income":138000.0},"2233":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"453xx","address_state":"OH","earliest_credit_line":1999,"annual_income":95000.0},"2234":{"employment_length":2,"home_ownership":"RENT","zip_code":"335xx","address_state":"FL","earliest_credit_line":1994,"annual_income":116000.0},"2235":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1996,"annual_income":110000.0},"2236":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":2003,"annual_income":96500.0},"2237":{"employment_length":5,"home_ownership":"OWN","zip_code":"368xx","address_state":"AL","earliest_credit_line":1996,"annual_income":100000.0},"2238":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"236xx","address_state":"VA","earliest_credit_line":2001,"annual_income":101000.0},"2239":{"employment_length":9,"home_ownership":"OWN","zip_code":"181xx","address_state":"PA","earliest_credit_line":1995,"annual_income":100000.0},"2240":{"employment_length":6,"home_ownership":"RENT","zip_code":"895xx","address_state":"NV","earliest_credit_line":1981,"annual_income":100000.0},"2241":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1990,"annual_income":175000.0},"2242":{"employment_length":8,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":2004,"annual_income":113000.0},"2243":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2001,"annual_income":100000.0},"2244":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"219xx","address_state":"MD","earliest_credit_line":1999,"annual_income":92000.0},"2245":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1993,"annual_income":118000.0},"2246":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":2004,"annual_income":140000.0},"2247":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1990,"annual_income":98200.0},"2248":{"employment_length":1,"home_ownership":"RENT","zip_code":"114xx","address_state":"NY","earliest_credit_line":1976,"annual_income":120000.0},"2249":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1995,"annual_income":95000.0},"2250":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":2002,"annual_income":93000.0},"2251":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1990,"annual_income":105000.0},"2252":{"employment_length":5,"home_ownership":"OWN","zip_code":"941xx","address_state":"CA","earliest_credit_line":2003,"annual_income":130000.0},"2253":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1997,"annual_income":93000.0},"2254":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"993xx","address_state":"WA","earliest_credit_line":2004,"annual_income":100000.0},"2255":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1999,"annual_income":113000.0},"2256":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1977,"annual_income":114000.0},"2257":{"employment_length":2,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":2008,"annual_income":94300.0},"2258":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":130000.0},"2259":{"employment_length":10,"home_ownership":"OWN","zip_code":"294xx","address_state":"SC","earliest_credit_line":1992,"annual_income":97000.0},"2260":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2004,"annual_income":94000.0},"2261":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":2005,"annual_income":96000.0},"2262":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1994,"annual_income":105000.0},"2263":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2000,"annual_income":98000.0},"2264":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":2001,"annual_income":103000.0},"2265":{"employment_length":7,"home_ownership":"RENT","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":100000.0},"2266":{"employment_length":5,"home_ownership":"RENT","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":92000.0},"2267":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1997,"annual_income":180000.0},"2268":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1986,"annual_income":93000.0},"2269":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":1993,"annual_income":109000.0},"2270":{"employment_length":9,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2007,"annual_income":110000.0},"2271":{"employment_length":10,"home_ownership":"OWN","zip_code":"880xx","address_state":"NM","earliest_credit_line":1985,"annual_income":200000.0},"2272":{"employment_length":10,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1967,"annual_income":155000.0},"2273":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1989,"annual_income":130000.0},"2274":{"employment_length":10,"home_ownership":"RENT","zip_code":"168xx","address_state":"PA","earliest_credit_line":2000,"annual_income":115000.0},"2275":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":1998,"annual_income":95000.0},"2276":{"employment_length":10,"home_ownership":"RENT","zip_code":"703xx","address_state":"LA","earliest_credit_line":2002,"annual_income":100000.0},"2277":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1995,"annual_income":110000.0},"2278":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":200000.0},"2279":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1989,"annual_income":100000.0},"2280":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":93600.0},"2281":{"employment_length":10,"home_ownership":"RENT","zip_code":"708xx","address_state":"LA","earliest_credit_line":2003,"annual_income":125000.0},"2282":{"employment_length":6,"home_ownership":"RENT","zip_code":"551xx","address_state":"MN","earliest_credit_line":1989,"annual_income":100000.0},"2283":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":2000,"annual_income":110000.0},"2284":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"874xx","address_state":"NM","earliest_credit_line":1990,"annual_income":124000.0},"2285":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1999,"annual_income":137000.0},"2286":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1995,"annual_income":100000.0},"2287":{"employment_length":1,"home_ownership":"RENT","zip_code":"780xx","address_state":"TX","earliest_credit_line":1995,"annual_income":99600.0},"2288":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"195xx","address_state":"PA","earliest_credit_line":2000,"annual_income":100000.0},"2289":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":2001,"annual_income":100000.0},"2290":{"employment_length":2,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1996,"annual_income":203000.0},"2291":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1986,"annual_income":175000.0},"2292":{"employment_length":10,"home_ownership":"RENT","zip_code":"705xx","address_state":"LA","earliest_credit_line":1980,"annual_income":100000.0},"2293":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1997,"annual_income":175000.0},"2294":{"employment_length":10,"home_ownership":"RENT","zip_code":"146xx","address_state":"NY","earliest_credit_line":1984,"annual_income":165000.0},"2295":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"023xx","address_state":"MA","earliest_credit_line":1999,"annual_income":104000.0},"2296":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":2000,"annual_income":112450.0},"2297":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1995,"annual_income":110000.0},"2298":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"292xx","address_state":"SC","earliest_credit_line":1988,"annual_income":127000.0},"2299":{"employment_length":10,"home_ownership":"OWN","zip_code":"130xx","address_state":"NY","earliest_credit_line":1999,"annual_income":190000.0},"2300":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"173xx","address_state":"PA","earliest_credit_line":1998,"annual_income":130200.0},"2301":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":150000.0},"2302":{"employment_length":5,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2005,"annual_income":110000.0},"2303":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1994,"annual_income":125000.0},"2304":{"employment_length":1,"home_ownership":"RENT","zip_code":"277xx","address_state":"NC","earliest_credit_line":1988,"annual_income":95000.0},"2305":{"employment_length":3,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":1996,"annual_income":98000.0},"2306":{"employment_length":1,"home_ownership":"RENT","zip_code":"911xx","address_state":"CA","earliest_credit_line":1998,"annual_income":118000.0},"2307":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1996,"annual_income":135000.0},"2308":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1998,"annual_income":110000.0},"2309":{"employment_length":8,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1994,"annual_income":170000.0},"2310":{"employment_length":3,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1994,"annual_income":170000.0},"2311":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":2001,"annual_income":133000.0},"2312":{"employment_length":4,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2003,"annual_income":550000.0},"2313":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1989,"annual_income":98000.0},"2314":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1992,"annual_income":120000.0},"2315":{"employment_length":5,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":109000.0},"2316":{"employment_length":3,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2003,"annual_income":120000.0},"2317":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1998,"annual_income":173321.0},"2318":{"employment_length":8,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":1999,"annual_income":101000.0},"2319":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1999,"annual_income":108000.0},"2320":{"employment_length":7,"home_ownership":"RENT","zip_code":"111xx","address_state":"NY","earliest_credit_line":1999,"annual_income":108000.0},"2321":{"employment_length":2,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"2322":{"employment_length":5,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1997,"annual_income":114500.0},"2323":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":1996,"annual_income":108000.0},"2324":{"employment_length":7,"home_ownership":"RENT","zip_code":"238xx","address_state":"VA","earliest_credit_line":1992,"annual_income":170000.0},"2325":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":140000.0},"2326":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":2003,"annual_income":129000.0},"2327":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1999,"annual_income":102000.0},"2328":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"402xx","address_state":"KY","earliest_credit_line":1997,"annual_income":133000.0},"2329":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":2000,"annual_income":95000.0},"2330":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"174xx","address_state":"PA","earliest_credit_line":2002,"annual_income":120000.0},"2331":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1999,"annual_income":118500.0},"2332":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"484xx","address_state":"MI","earliest_credit_line":1996,"annual_income":130000.0},"2333":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":92000.0},"2334":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1993,"annual_income":101000.0},"2335":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"816xx","address_state":"CO","earliest_credit_line":2007,"annual_income":120000.0},"2336":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1998,"annual_income":125000.0},"2337":{"employment_length":10,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":165000.0},"2338":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2005,"annual_income":165000.0},"2339":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":116000.0},"2340":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"329xx","address_state":"FL","earliest_credit_line":1989,"annual_income":114000.0},"2341":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"381xx","address_state":"TN","earliest_credit_line":1977,"annual_income":280000.0},"2342":{"employment_length":6,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2002,"annual_income":91400.0},"2343":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":2005,"annual_income":95000.0},"2344":{"employment_length":10,"home_ownership":"OWN","zip_code":"323xx","address_state":"FL","earliest_credit_line":1981,"annual_income":103500.0},"2345":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":120000.0},"2346":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1999,"annual_income":120000.0},"2347":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1988,"annual_income":108000.0},"2348":{"employment_length":10,"home_ownership":"OWN","zip_code":"357xx","address_state":"AL","earliest_credit_line":1983,"annual_income":91000.0},"2349":{"employment_length":1,"home_ownership":"RENT","zip_code":"816xx","address_state":"CO","earliest_credit_line":1992,"annual_income":99500.0},"2350":{"employment_length":7,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":2005,"annual_income":95000.0},"2351":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1980,"annual_income":110000.0},"2352":{"employment_length":6,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1996,"annual_income":95000.0},"2353":{"employment_length":10,"home_ownership":"OWN","zip_code":"142xx","address_state":"NY","earliest_credit_line":1994,"annual_income":96000.0},"2354":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1983,"annual_income":96000.0},"2355":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1991,"annual_income":127000.0},"2356":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"380xx","address_state":"TN","earliest_credit_line":1993,"annual_income":100000.0},"2357":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":1991,"annual_income":115000.0},"2358":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1986,"annual_income":120000.0},"2359":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1995,"annual_income":96000.0},"2360":{"employment_length":9,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1996,"annual_income":145000.0},"2361":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"226xx","address_state":"VA","earliest_credit_line":1991,"annual_income":100904.0},"2362":{"employment_length":5,"home_ownership":"OWN","zip_code":"197xx","address_state":"DE","earliest_credit_line":1993,"annual_income":150000.0},"2363":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":2000,"annual_income":100000.0},"2364":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"130xx","address_state":"NY","earliest_credit_line":1988,"annual_income":113780.0},"2365":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":2002,"annual_income":91000.0},"2366":{"employment_length":3,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":92000.0},"2367":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":2000,"annual_income":92000.0},"2368":{"employment_length":6,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2006,"annual_income":99000.0},"2369":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":1998,"annual_income":106300.0},"2370":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":1998,"annual_income":97500.0},"2371":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1999,"annual_income":98000.0},"2372":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1995,"annual_income":165000.0},"2373":{"employment_length":3,"home_ownership":"OWN","zip_code":"774xx","address_state":"TX","earliest_credit_line":1999,"annual_income":140000.0},"2374":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"054xx","address_state":"VT","earliest_credit_line":1997,"annual_income":100000.0},"2375":{"employment_length":2,"home_ownership":"RENT","zip_code":"014xx","address_state":"MA","earliest_credit_line":1974,"annual_income":103000.0},"2376":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":2003,"annual_income":140000.0},"2377":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"2378":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1995,"annual_income":95000.0},"2379":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1990,"annual_income":161400.0},"2380":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1998,"annual_income":270000.0},"2381":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2006,"annual_income":100000.0},"2382":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1980,"annual_income":95000.0},"2383":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":100000.0},"2384":{"employment_length":10,"home_ownership":"OWN","zip_code":"145xx","address_state":"NY","earliest_credit_line":1987,"annual_income":150000.0},"2385":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1993,"annual_income":150000.0},"2386":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"284xx","address_state":"NC","earliest_credit_line":2001,"annual_income":155000.0},"2387":{"employment_length":1,"home_ownership":"RENT","zip_code":"944xx","address_state":"CA","earliest_credit_line":1995,"annual_income":100000.0},"2388":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"267xx","address_state":"WV","earliest_credit_line":1989,"annual_income":100000.0},"2389":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"722xx","address_state":"AR","earliest_credit_line":2000,"annual_income":110000.0},"2390":{"employment_length":10,"home_ownership":"RENT","zip_code":"915xx","address_state":"CA","earliest_credit_line":1998,"annual_income":94176.0},"2391":{"employment_length":4,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"2392":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"537xx","address_state":"WI","earliest_credit_line":1996,"annual_income":94000.0},"2393":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1988,"annual_income":237000.0},"2394":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1990,"annual_income":125000.0},"2395":{"employment_length":6,"home_ownership":"OWN","zip_code":"797xx","address_state":"TX","earliest_credit_line":1997,"annual_income":111000.0},"2396":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":2007,"annual_income":140000.0},"2397":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1990,"annual_income":100000.0},"2398":{"employment_length":10,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1988,"annual_income":1000000.0},"2399":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"401xx","address_state":"KY","earliest_credit_line":1991,"annual_income":145000.0},"2400":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1984,"annual_income":200000.0},"2401":{"employment_length":7,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1990,"annual_income":200000.0},"2402":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1993,"annual_income":98000.0},"2403":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1984,"annual_income":92000.0},"2404":{"employment_length":7,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":152000.0},"2405":{"employment_length":6,"home_ownership":"OWN","zip_code":"240xx","address_state":"VA","earliest_credit_line":2004,"annual_income":108000.0},"2406":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":110000.0},"2407":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"612xx","address_state":"IL","earliest_credit_line":2006,"annual_income":120000.0},"2408":{"employment_length":1,"home_ownership":"OWN","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":150000.0},"2409":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":2001,"annual_income":110000.0},"2410":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"463xx","address_state":"IN","earliest_credit_line":2000,"annual_income":92650.0},"2411":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1986,"annual_income":100000.0},"2412":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2002,"annual_income":95000.0},"2413":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1996,"annual_income":160000.0},"2414":{"employment_length":5,"home_ownership":"OWN","zip_code":"953xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"2415":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"143xx","address_state":"NY","earliest_credit_line":2000,"annual_income":93000.0},"2416":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":1993,"annual_income":130000.0},"2417":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":2001,"annual_income":133000.0},"2418":{"employment_length":3,"home_ownership":"OWN","zip_code":"774xx","address_state":"TX","earliest_credit_line":2001,"annual_income":125000.0},"2419":{"employment_length":3,"home_ownership":"RENT","zip_code":"226xx","address_state":"VA","earliest_credit_line":1970,"annual_income":135600.0},"2420":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1996,"annual_income":106787.2},"2421":{"employment_length":0,"home_ownership":"OWN","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":120000.0},"2422":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"323xx","address_state":"FL","earliest_credit_line":1999,"annual_income":250000.0},"2423":{"employment_length":10,"home_ownership":"OWN","zip_code":"190xx","address_state":"PA","earliest_credit_line":1974,"annual_income":114500.0},"2424":{"employment_length":10,"home_ownership":"OWN","zip_code":"105xx","address_state":"NY","earliest_credit_line":1995,"annual_income":440000.0},"2425":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1988,"annual_income":94000.0},"2426":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"2427":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"231xx","address_state":"VA","earliest_credit_line":1997,"annual_income":135000.0},"2428":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1998,"annual_income":102000.0},"2429":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"141xx","address_state":"NY","earliest_credit_line":1988,"annual_income":100000.0},"2430":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"711xx","address_state":"LA","earliest_credit_line":1992,"annual_income":135000.0},"2431":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":100000.0},"2432":{"employment_length":10,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":100000.0},"2433":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2001,"annual_income":92000.0},"2434":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"883xx","address_state":"NM","earliest_credit_line":1994,"annual_income":98000.0},"2435":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":160000.0},"2436":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1995,"annual_income":115000.0},"2437":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"420xx","address_state":"KY","earliest_credit_line":2003,"annual_income":98000.0},"2438":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1986,"annual_income":115000.0},"2439":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":2000,"annual_income":125000.0},"2440":{"employment_length":10,"home_ownership":"RENT","zip_code":"890xx","address_state":"NV","earliest_credit_line":1992,"annual_income":93040.0},"2441":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2002,"annual_income":200000.0},"2442":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"314xx","address_state":"GA","earliest_credit_line":1998,"annual_income":108000.0},"2443":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1998,"annual_income":120000.0},"2444":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1988,"annual_income":107100.0},"2445":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"486xx","address_state":"MI","earliest_credit_line":1995,"annual_income":102000.0},"2446":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"894xx","address_state":"NV","earliest_credit_line":1998,"annual_income":97000.0},"2447":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1983,"annual_income":91000.0},"2448":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2006,"annual_income":120000.0},"2449":{"employment_length":10,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1986,"annual_income":100000.0},"2450":{"employment_length":3,"home_ownership":"RENT","zip_code":"110xx","address_state":"NY","earliest_credit_line":1989,"annual_income":120000.0},"2451":{"employment_length":3,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1999,"annual_income":200000.0},"2452":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"851xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":138000.0},"2453":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1991,"annual_income":115000.0},"2454":{"employment_length":8,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":240000.0},"2455":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1997,"annual_income":140000.0},"2456":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1999,"annual_income":125000.0},"2457":{"employment_length":1,"home_ownership":"OWN","zip_code":"221xx","address_state":"VA","earliest_credit_line":1994,"annual_income":185000.0},"2458":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1995,"annual_income":118000.0},"2459":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1997,"annual_income":150000.0},"2460":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1990,"annual_income":110000.0},"2461":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1999,"annual_income":100000.0},"2462":{"employment_length":10,"home_ownership":"OWN","zip_code":"774xx","address_state":"TX","earliest_credit_line":1994,"annual_income":110000.0},"2463":{"employment_length":4,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1999,"annual_income":230000.0},"2464":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"400xx","address_state":"KY","earliest_credit_line":1996,"annual_income":110000.0},"2465":{"employment_length":7,"home_ownership":"OWN","zip_code":"122xx","address_state":"NY","earliest_credit_line":2000,"annual_income":110000.0},"2466":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1991,"annual_income":125000.0},"2467":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1996,"annual_income":111000.0},"2468":{"employment_length":10,"home_ownership":"OWN","zip_code":"210xx","address_state":"MD","earliest_credit_line":1990,"annual_income":133889.0},"2469":{"employment_length":1,"home_ownership":"OWN","zip_code":"480xx","address_state":"MI","earliest_credit_line":2000,"annual_income":179000.0},"2470":{"employment_length":4,"home_ownership":"OWN","zip_code":"211xx","address_state":"MD","earliest_credit_line":1986,"annual_income":123000.0},"2471":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1992,"annual_income":128000.0},"2472":{"employment_length":10,"home_ownership":"OWN","zip_code":"194xx","address_state":"PA","earliest_credit_line":2001,"annual_income":99000.0},"2473":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":125000.0},"2474":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":100859.0},"2475":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":1999,"annual_income":130000.0},"2476":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1995,"annual_income":300000.0},"2477":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":1993,"annual_income":96200.0},"2478":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"735xx","address_state":"OK","earliest_credit_line":2000,"annual_income":101300.0},"2479":{"employment_length":2,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1994,"annual_income":200000.0},"2480":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":1993,"annual_income":104000.0},"2481":{"employment_length":10,"home_ownership":"RENT","zip_code":"985xx","address_state":"WA","earliest_credit_line":1985,"annual_income":91000.0},"2482":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1991,"annual_income":107000.0},"2483":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"034xx","address_state":"NH","earliest_credit_line":2001,"annual_income":115000.0},"2484":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"358xx","address_state":"AL","earliest_credit_line":1990,"annual_income":91000.0},"2485":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1986,"annual_income":100000.0},"2486":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1986,"annual_income":108000.0},"2487":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"454xx","address_state":"OH","earliest_credit_line":2001,"annual_income":126400.0},"2488":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1999,"annual_income":95000.0},"2489":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":1995,"annual_income":131000.0},"2490":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1999,"annual_income":120000.0},"2491":{"employment_length":9,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1999,"annual_income":106000.0},"2492":{"employment_length":9,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":96000.0},"2493":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"749xx","address_state":"OK","earliest_credit_line":1996,"annual_income":158000.0},"2494":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"975xx","address_state":"OR","earliest_credit_line":1997,"annual_income":92000.0},"2495":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2002,"annual_income":100000.0},"2496":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1991,"annual_income":110000.0},"2497":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1998,"annual_income":130000.0},"2498":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1994,"annual_income":150000.0},"2499":{"employment_length":10,"home_ownership":"OWN","zip_code":"194xx","address_state":"PA","earliest_credit_line":1995,"annual_income":175000.0},"2500":{"employment_length":10,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":260000.0},"2501":{"employment_length":0,"home_ownership":"RENT","zip_code":"925xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"2502":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"971xx","address_state":"OR","earliest_credit_line":1997,"annual_income":140000.0},"2503":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":2002,"annual_income":130858.0},"2504":{"employment_length":4,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":2003,"annual_income":140000.0},"2505":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"195xx","address_state":"PA","earliest_credit_line":1998,"annual_income":93288.0},"2506":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1991,"annual_income":100000.0},"2507":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1989,"annual_income":100734.0},"2508":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"307xx","address_state":"GA","earliest_credit_line":1999,"annual_income":145000.0},"2509":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"245xx","address_state":"VA","earliest_credit_line":1994,"annual_income":100000.0},"2510":{"employment_length":1,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1992,"annual_income":103000.0},"2511":{"employment_length":5,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1999,"annual_income":150000.0},"2512":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"476xx","address_state":"IN","earliest_credit_line":1989,"annual_income":117000.0},"2513":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1999,"annual_income":130000.0},"2514":{"employment_length":10,"home_ownership":"OWN","zip_code":"480xx","address_state":"MI","earliest_credit_line":1991,"annual_income":150000.0},"2515":{"employment_length":10,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":2004,"annual_income":100000.0},"2516":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"452xx","address_state":"OH","earliest_credit_line":1995,"annual_income":105000.0},"2517":{"employment_length":8,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1991,"annual_income":112000.0},"2518":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2001,"annual_income":150000.0},"2519":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1995,"annual_income":140000.0},"2520":{"employment_length":3,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2007,"annual_income":110000.0},"2521":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1991,"annual_income":180000.0},"2522":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"916xx","address_state":"CA","earliest_credit_line":2000,"annual_income":96200.0},"2523":{"employment_length":9,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":2004,"annual_income":130000.0},"2524":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1987,"annual_income":118000.0},"2525":{"employment_length":10,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":1995,"annual_income":125000.0},"2526":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1998,"annual_income":101000.0},"2527":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1992,"annual_income":200000.0},"2528":{"employment_length":7,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1980,"annual_income":180000.0},"2529":{"employment_length":10,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1990,"annual_income":100080.0},"2530":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1979,"annual_income":110000.0},"2531":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":185000.0},"2532":{"employment_length":10,"home_ownership":"RENT","zip_code":"210xx","address_state":"MD","earliest_credit_line":1996,"annual_income":106838.0},"2533":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"629xx","address_state":"IL","earliest_credit_line":2000,"annual_income":120000.0},"2534":{"employment_length":2,"home_ownership":"RENT","zip_code":"923xx","address_state":"CA","earliest_credit_line":1997,"annual_income":92000.0},"2535":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":1975,"annual_income":155400.0},"2536":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1989,"annual_income":105997.0},"2537":{"employment_length":10,"home_ownership":"OWN","zip_code":"759xx","address_state":"TX","earliest_credit_line":2001,"annual_income":120000.0},"2538":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":2001,"annual_income":110000.0},"2539":{"employment_length":4,"home_ownership":"RENT","zip_code":"936xx","address_state":"CA","earliest_credit_line":2006,"annual_income":100000.0},"2540":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1992,"annual_income":100000.0},"2541":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1999,"annual_income":106000.0},"2542":{"employment_length":10,"home_ownership":"RENT","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1980,"annual_income":101350.0},"2543":{"employment_length":5,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":2002,"annual_income":96756.0},"2544":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":1998,"annual_income":95000.0},"2545":{"employment_length":10,"home_ownership":"OWN","zip_code":"261xx","address_state":"WV","earliest_credit_line":1988,"annual_income":107500.0},"2546":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1976,"annual_income":120000.0},"2547":{"employment_length":8,"home_ownership":"RENT","zip_code":"646xx","address_state":"MO","earliest_credit_line":1997,"annual_income":115000.0},"2548":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1999,"annual_income":104000.0},"2549":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1995,"annual_income":93000.0},"2550":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":2000,"annual_income":124000.0},"2551":{"employment_length":9,"home_ownership":"OWN","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":97000.0},"2552":{"employment_length":3,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2002,"annual_income":103000.0},"2553":{"employment_length":10,"home_ownership":"OWN","zip_code":"957xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"2554":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2002,"annual_income":110000.0},"2555":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1997,"annual_income":175000.0},"2556":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1997,"annual_income":100000.0},"2557":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1995,"annual_income":129732.0},"2558":{"employment_length":7,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1994,"annual_income":99000.0},"2559":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":140000.0},"2560":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"228xx","address_state":"VA","earliest_credit_line":1994,"annual_income":125000.0},"2561":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2005,"annual_income":141000.0},"2562":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"934xx","address_state":"CA","earliest_credit_line":1999,"annual_income":91000.0},"2563":{"employment_length":10,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1984,"annual_income":100000.0},"2564":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1995,"annual_income":184200.0},"2565":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":2004,"annual_income":155000.0},"2566":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"308xx","address_state":"GA","earliest_credit_line":2001,"annual_income":256000.0},"2567":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1999,"annual_income":95500.0},"2568":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1989,"annual_income":105597.0},"2569":{"employment_length":2,"home_ownership":"OWN","zip_code":"103xx","address_state":"NY","earliest_credit_line":2001,"annual_income":145000.0},"2570":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1993,"annual_income":190000.0},"2571":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":2004,"annual_income":200000.0},"2572":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"559xx","address_state":"MN","earliest_credit_line":1988,"annual_income":98500.0},"2573":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1991,"annual_income":150000.0},"2574":{"employment_length":3,"home_ownership":"RENT","zip_code":"217xx","address_state":"MD","earliest_credit_line":1999,"annual_income":100000.0},"2575":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":96000.0},"2576":{"employment_length":10,"home_ownership":"RENT","zip_code":"978xx","address_state":"OR","earliest_credit_line":2000,"annual_income":95000.0},"2577":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"446xx","address_state":"OH","earliest_credit_line":1981,"annual_income":141949.0},"2578":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"560xx","address_state":"MN","earliest_credit_line":2004,"annual_income":100000.0},"2579":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"793xx","address_state":"TX","earliest_credit_line":2000,"annual_income":103000.0},"2580":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":120000.0},"2581":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":2002,"annual_income":176500.0},"2582":{"employment_length":5,"home_ownership":"OWN","zip_code":"209xx","address_state":"MD","earliest_credit_line":1995,"annual_income":117874.0},"2583":{"employment_length":10,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":1998,"annual_income":109000.0},"2584":{"employment_length":1,"home_ownership":"RENT","zip_code":"916xx","address_state":"CA","earliest_credit_line":2000,"annual_income":150000.0},"2585":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1994,"annual_income":100000.0},"2586":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1988,"annual_income":125000.0},"2587":{"employment_length":6,"home_ownership":"RENT","zip_code":"800xx","address_state":"CO","earliest_credit_line":1997,"annual_income":112000.0},"2588":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1986,"annual_income":95000.0},"2589":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1994,"annual_income":133000.0},"2590":{"employment_length":2,"home_ownership":"OWN","zip_code":"454xx","address_state":"OH","earliest_credit_line":2004,"annual_income":95800.0},"2591":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":2000,"annual_income":100000.0},"2592":{"employment_length":10,"home_ownership":"RENT","zip_code":"809xx","address_state":"CO","earliest_credit_line":1995,"annual_income":100000.0},"2593":{"employment_length":1,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":102000.0},"2594":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1994,"annual_income":123000.0},"2595":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1999,"annual_income":165000.0},"2596":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":2004,"annual_income":97000.0},"2597":{"employment_length":1,"home_ownership":"RENT","zip_code":"320xx","address_state":"FL","earliest_credit_line":2000,"annual_income":106080.0},"2598":{"employment_length":8,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2010,"annual_income":120000.0},"2599":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1995,"annual_income":112224.0},"2600":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1998,"annual_income":140000.0},"2601":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":2003,"annual_income":111000.0},"2602":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":2003,"annual_income":176000.0},"2603":{"employment_length":10,"home_ownership":"RENT","zip_code":"329xx","address_state":"FL","earliest_credit_line":1986,"annual_income":140000.0},"2604":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":2000,"annual_income":112000.0},"2605":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"129xx","address_state":"NY","earliest_credit_line":1990,"annual_income":141000.0},"2606":{"employment_length":4,"home_ownership":"RENT","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":135000.0},"2607":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"315xx","address_state":"GA","earliest_credit_line":1991,"annual_income":97200.0},"2608":{"employment_length":10,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1984,"annual_income":106000.0},"2609":{"employment_length":1,"home_ownership":"RENT","zip_code":"152xx","address_state":"PA","earliest_credit_line":2002,"annual_income":160000.0},"2610":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":2000,"annual_income":100000.0},"2611":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"441xx","address_state":"OH","earliest_credit_line":1997,"annual_income":113500.0},"2612":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1994,"annual_income":105000.0},"2613":{"employment_length":4,"home_ownership":"RENT","zip_code":"953xx","address_state":"CA","earliest_credit_line":2000,"annual_income":120000.0},"2614":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"803xx","address_state":"CO","earliest_credit_line":1994,"annual_income":186250.0},"2615":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1986,"annual_income":113000.0},"2616":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1985,"annual_income":100000.0},"2617":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2006,"annual_income":110000.0},"2618":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1985,"annual_income":150000.0},"2619":{"employment_length":7,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2003,"annual_income":91000.0},"2620":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1994,"annual_income":120000.0},"2621":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1997,"annual_income":120000.0},"2622":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1999,"annual_income":100000.0},"2623":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"442xx","address_state":"OH","earliest_credit_line":1999,"annual_income":110000.0},"2624":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1994,"annual_income":125000.0},"2625":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1985,"annual_income":95000.0},"2626":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1974,"annual_income":182000.0},"2627":{"employment_length":1,"home_ownership":"RENT","zip_code":"150xx","address_state":"PA","earliest_credit_line":1999,"annual_income":123000.0},"2628":{"employment_length":10,"home_ownership":"OWN","zip_code":"276xx","address_state":"NC","earliest_credit_line":1996,"annual_income":300000.0},"2629":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1980,"annual_income":129912.0},"2630":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1971,"annual_income":107500.0},"2631":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"106xx","address_state":"NY","earliest_credit_line":1996,"annual_income":148000.0},"2632":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1994,"annual_income":125000.0},"2633":{"employment_length":4,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"2634":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":125000.0},"2635":{"employment_length":10,"home_ownership":"RENT","zip_code":"225xx","address_state":"VA","earliest_credit_line":2003,"annual_income":94137.24},"2636":{"employment_length":9,"home_ownership":"OWN","zip_code":"707xx","address_state":"LA","earliest_credit_line":1999,"annual_income":280000.0},"2637":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1974,"annual_income":96000.0},"2638":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":2000,"annual_income":202540.0},"2639":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1996,"annual_income":120000.0},"2640":{"employment_length":6,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1999,"annual_income":150000.0},"2641":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"141xx","address_state":"NY","earliest_credit_line":1986,"annual_income":115000.0},"2642":{"employment_length":10,"home_ownership":"RENT","zip_code":"984xx","address_state":"WA","earliest_credit_line":1990,"annual_income":105000.0},"2643":{"employment_length":1,"home_ownership":"RENT","zip_code":"933xx","address_state":"CA","earliest_credit_line":1966,"annual_income":97500.0},"2644":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":185000.0},"2645":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1996,"annual_income":92000.0},"2646":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1987,"annual_income":115000.0},"2647":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"857xx","address_state":"AZ","earliest_credit_line":1981,"annual_income":148000.0},"2648":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1988,"annual_income":110000.0},"2649":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1992,"annual_income":123321.63},"2650":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1996,"annual_income":96000.0},"2651":{"employment_length":2,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":2009,"annual_income":95000.0},"2652":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":2007,"annual_income":95000.0},"2653":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1989,"annual_income":150000.0},"2654":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1995,"annual_income":110000.0},"2655":{"employment_length":5,"home_ownership":"OWN","zip_code":"870xx","address_state":"NM","earliest_credit_line":2000,"annual_income":120000.0},"2656":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"493xx","address_state":"MI","earliest_credit_line":1997,"annual_income":180000.0},"2657":{"employment_length":9,"home_ownership":"OWN","zip_code":"913xx","address_state":"CA","earliest_credit_line":1992,"annual_income":150000.0},"2658":{"employment_length":7,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"2659":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":2000,"annual_income":100000.0},"2660":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":2000,"annual_income":110000.0},"2661":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1996,"annual_income":120000.0},"2662":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2003,"annual_income":95000.0},"2663":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"720xx","address_state":"AR","earliest_credit_line":2004,"annual_income":95377.0},"2664":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":1988,"annual_income":154500.0},"2665":{"employment_length":1,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":2007,"annual_income":145000.0},"2666":{"employment_length":10,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1994,"annual_income":100000.0},"2667":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"712xx","address_state":"LA","earliest_credit_line":1989,"annual_income":100000.0},"2668":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1994,"annual_income":132000.0},"2669":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2003,"annual_income":104000.0},"2670":{"employment_length":2,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":2006,"annual_income":105000.0},"2671":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1999,"annual_income":100000.0},"2672":{"employment_length":2,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1989,"annual_income":120000.0},"2673":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"215xx","address_state":"MD","earliest_credit_line":1985,"annual_income":122500.0},"2674":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1992,"annual_income":98000.0},"2675":{"employment_length":7,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":98400.0},"2676":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"932xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"2677":{"employment_length":10,"home_ownership":"RENT","zip_code":"786xx","address_state":"TX","earliest_credit_line":1995,"annual_income":108000.0},"2678":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"784xx","address_state":"TX","earliest_credit_line":1994,"annual_income":140000.0},"2679":{"employment_length":10,"home_ownership":"OWN","zip_code":"956xx","address_state":"CA","earliest_credit_line":1991,"annual_income":95000.0},"2680":{"employment_length":7,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":110000.0},"2681":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1992,"annual_income":95000.0},"2682":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"2683":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"712xx","address_state":"LA","earliest_credit_line":2003,"annual_income":96000.0},"2684":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1990,"annual_income":98000.0},"2685":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":2006,"annual_income":120000.0},"2686":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":2001,"annual_income":100000.0},"2687":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1992,"annual_income":91600.0},"2688":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":2002,"annual_income":119000.0},"2689":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1997,"annual_income":109000.0},"2690":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1988,"annual_income":150000.0},"2691":{"employment_length":2,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1979,"annual_income":125000.0},"2692":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":130000.0},"2693":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"706xx","address_state":"LA","earliest_credit_line":1975,"annual_income":197000.0},"2694":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1996,"annual_income":150000.0},"2695":{"employment_length":10,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":1995,"annual_income":100000.0},"2696":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"755xx","address_state":"TX","earliest_credit_line":2003,"annual_income":165000.0},"2697":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"162xx","address_state":"PA","earliest_credit_line":1995,"annual_income":137000.0},"2698":{"employment_length":10,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":1996,"annual_income":98000.0},"2699":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":143000.0},"2700":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"144xx","address_state":"NY","earliest_credit_line":1999,"annual_income":120000.0},"2701":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"985xx","address_state":"WA","earliest_credit_line":1996,"annual_income":96000.0},"2702":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2000,"annual_income":138000.0},"2703":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":2001,"annual_income":110000.0},"2704":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1995,"annual_income":137000.0},"2705":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1988,"annual_income":118000.0},"2706":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"627xx","address_state":"IL","earliest_credit_line":1997,"annual_income":154000.0},"2707":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":2004,"annual_income":105000.0},"2708":{"employment_length":10,"home_ownership":"RENT","zip_code":"841xx","address_state":"UT","earliest_credit_line":1994,"annual_income":110000.0},"2709":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"462xx","address_state":"IN","earliest_credit_line":1996,"annual_income":90500.0},"2710":{"employment_length":10,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":2000,"annual_income":170000.0},"2711":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":125000.0},"2712":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1995,"annual_income":96000.0},"2713":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"364xx","address_state":"AL","earliest_credit_line":2000,"annual_income":95000.0},"2714":{"employment_length":2,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":1998,"annual_income":93669.0},"2715":{"employment_length":5,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2008,"annual_income":120000.0},"2716":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"153xx","address_state":"PA","earliest_credit_line":1995,"annual_income":115000.0},"2717":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":94284.44},"2718":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"376xx","address_state":"TN","earliest_credit_line":1986,"annual_income":124000.0},"2719":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"119xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"2720":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":130000.0},"2721":{"employment_length":8,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2001,"annual_income":110000.0},"2722":{"employment_length":10,"home_ownership":"RENT","zip_code":"611xx","address_state":"IL","earliest_credit_line":1993,"annual_income":100000.0},"2723":{"employment_length":8,"home_ownership":"RENT","zip_code":"605xx","address_state":"IL","earliest_credit_line":2005,"annual_income":110000.0},"2724":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"179xx","address_state":"PA","earliest_credit_line":1990,"annual_income":95000.0},"2725":{"employment_length":3,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":160000.0},"2726":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"195xx","address_state":"PA","earliest_credit_line":1999,"annual_income":115000.0},"2727":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":1989,"annual_income":252000.0},"2728":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"435xx","address_state":"OH","earliest_credit_line":1998,"annual_income":100000.0},"2729":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"359xx","address_state":"AL","earliest_credit_line":2000,"annual_income":99174.0},"2730":{"employment_length":8,"home_ownership":"OWN","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":100000.0},"2731":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":350000.0},"2732":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":115000.0},"2733":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"719xx","address_state":"AR","earliest_credit_line":2002,"annual_income":100000.0},"2734":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"629xx","address_state":"IL","earliest_credit_line":2000,"annual_income":95000.0},"2735":{"employment_length":8,"home_ownership":"RENT","zip_code":"803xx","address_state":"CO","earliest_credit_line":1999,"annual_income":110000.0},"2736":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1988,"annual_income":135000.0},"2737":{"employment_length":10,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1997,"annual_income":135000.0},"2738":{"employment_length":10,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1984,"annual_income":100000.0},"2739":{"employment_length":6,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":2004,"annual_income":93400.0},"2740":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":92000.0},"2741":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"993xx","address_state":"WA","earliest_credit_line":1984,"annual_income":110000.0},"2742":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1998,"annual_income":125000.0},"2743":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2006,"annual_income":92000.0},"2744":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":92000.0},"2745":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2001,"annual_income":98000.0},"2746":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1990,"annual_income":134000.0},"2747":{"employment_length":3,"home_ownership":"RENT","zip_code":"303xx","address_state":"GA","earliest_credit_line":1996,"annual_income":170000.0},"2748":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2003,"annual_income":137500.0},"2749":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":2001,"annual_income":134000.0},"2750":{"employment_length":4,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1995,"annual_income":92000.0},"2751":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":2000,"annual_income":147500.0},"2752":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"989xx","address_state":"WA","earliest_credit_line":1999,"annual_income":95000.0},"2753":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"285xx","address_state":"NC","earliest_credit_line":1979,"annual_income":150000.0},"2754":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":2001,"annual_income":105000.0},"2755":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1994,"annual_income":94000.0},"2756":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1979,"annual_income":101000.0},"2757":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2000,"annual_income":135000.0},"2758":{"employment_length":4,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2002,"annual_income":135000.0},"2759":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1999,"annual_income":92001.0},"2760":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"954xx","address_state":"CA","earliest_credit_line":2000,"annual_income":91000.0},"2761":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1981,"annual_income":110000.0},"2762":{"employment_length":4,"home_ownership":"RENT","zip_code":"944xx","address_state":"CA","earliest_credit_line":1992,"annual_income":175000.0},"2763":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":2001,"annual_income":115000.0},"2764":{"employment_length":3,"home_ownership":"RENT","zip_code":"159xx","address_state":"PA","earliest_credit_line":1992,"annual_income":184000.0},"2765":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"127xx","address_state":"NY","earliest_credit_line":1998,"annual_income":162000.0},"2766":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":2005,"annual_income":130000.0},"2767":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1989,"annual_income":120000.0},"2768":{"employment_length":8,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1999,"annual_income":92000.0},"2769":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1995,"annual_income":114000.0},"2770":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1999,"annual_income":115000.0},"2771":{"employment_length":1,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":1981,"annual_income":120000.0},"2772":{"employment_length":10,"home_ownership":"OWN","zip_code":"146xx","address_state":"NY","earliest_credit_line":1996,"annual_income":110000.0},"2773":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"024xx","address_state":"MA","earliest_credit_line":1994,"annual_income":91000.0},"2774":{"employment_length":2,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":1998,"annual_income":93000.0},"2775":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"400xx","address_state":"KY","earliest_credit_line":2001,"annual_income":130000.0},"2776":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1988,"annual_income":175000.0},"2777":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"971xx","address_state":"OR","earliest_credit_line":1999,"annual_income":92500.0},"2778":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":2000,"annual_income":108000.0},"2779":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1999,"annual_income":100000.0},"2780":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":100000.0},"2781":{"employment_length":10,"home_ownership":"RENT","zip_code":"922xx","address_state":"CA","earliest_credit_line":1987,"annual_income":125000.0},"2782":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":1991,"annual_income":150000.0},"2783":{"employment_length":1,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":100000.0},"2784":{"employment_length":7,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2004,"annual_income":160000.0},"2785":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1992,"annual_income":189000.0},"2786":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"794xx","address_state":"TX","earliest_credit_line":1974,"annual_income":187000.0},"2787":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"233xx","address_state":"VA","earliest_credit_line":2001,"annual_income":116000.0},"2788":{"employment_length":3,"home_ownership":"OWN","zip_code":"796xx","address_state":"TX","earliest_credit_line":2007,"annual_income":175000.0},"2789":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1988,"annual_income":117000.0},"2790":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1984,"annual_income":150000.0},"2791":{"employment_length":2,"home_ownership":"RENT","zip_code":"989xx","address_state":"WA","earliest_credit_line":1999,"annual_income":140000.0},"2792":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1991,"annual_income":150000.0},"2793":{"employment_length":10,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1986,"annual_income":120000.0},"2794":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":2000,"annual_income":125000.0},"2795":{"employment_length":3,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1997,"annual_income":95000.0},"2796":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":95160.0},"2797":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2001,"annual_income":280000.0},"2798":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":2002,"annual_income":96000.0},"2799":{"employment_length":10,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1989,"annual_income":125000.0},"2800":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"988xx","address_state":"WA","earliest_credit_line":1992,"annual_income":120000.0},"2801":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"2802":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":2000,"annual_income":95000.0},"2803":{"employment_length":10,"home_ownership":"RENT","zip_code":"063xx","address_state":"CT","earliest_credit_line":1999,"annual_income":98000.0},"2804":{"employment_length":10,"home_ownership":"RENT","zip_code":"908xx","address_state":"CA","earliest_credit_line":1997,"annual_income":138000.0},"2805":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1997,"annual_income":90500.0},"2806":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"114xx","address_state":"NY","earliest_credit_line":1990,"annual_income":100000.0},"2807":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1994,"annual_income":113052.0},"2808":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":97000.0},"2809":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"2810":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"911xx","address_state":"CA","earliest_credit_line":2001,"annual_income":130000.0},"2811":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1996,"annual_income":133000.0},"2812":{"employment_length":1,"home_ownership":"RENT","zip_code":"020xx","address_state":"MA","earliest_credit_line":1995,"annual_income":149000.0},"2813":{"employment_length":2,"home_ownership":"OWN","zip_code":"785xx","address_state":"TX","earliest_credit_line":2001,"annual_income":120000.0},"2814":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":145000.0},"2815":{"employment_length":8,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":127000.0},"2816":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":2001,"annual_income":110000.0},"2817":{"employment_length":10,"home_ownership":"RENT","zip_code":"939xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"2818":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1978,"annual_income":119000.0},"2819":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"026xx","address_state":"MA","earliest_credit_line":1997,"annual_income":110000.0},"2820":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1995,"annual_income":125000.0},"2821":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1990,"annual_income":120000.0},"2822":{"employment_length":10,"home_ownership":"OWN","zip_code":"207xx","address_state":"MD","earliest_credit_line":1996,"annual_income":109000.0},"2823":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1976,"annual_income":150000.0},"2824":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"670xx","address_state":"KS","earliest_credit_line":1991,"annual_income":120000.0},"2825":{"employment_length":10,"home_ownership":"OWN","zip_code":"786xx","address_state":"TX","earliest_credit_line":1984,"annual_income":100000.0},"2826":{"employment_length":10,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1996,"annual_income":185000.0},"2827":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1978,"annual_income":95000.0},"2828":{"employment_length":0,"home_ownership":"RENT","zip_code":"029xx","address_state":"RI","earliest_credit_line":1989,"annual_income":96000.0},"2829":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"720xx","address_state":"AR","earliest_credit_line":1997,"annual_income":115000.0},"2830":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1996,"annual_income":115000.0},"2831":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1990,"annual_income":124000.0},"2832":{"employment_length":10,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2007,"annual_income":100000.0},"2833":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":2001,"annual_income":140000.0},"2834":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"271xx","address_state":"NC","earliest_credit_line":1963,"annual_income":95000.0},"2835":{"employment_length":6,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1986,"annual_income":225000.0},"2836":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":210000.0},"2837":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"341xx","address_state":"FL","earliest_credit_line":2005,"annual_income":120000.0},"2838":{"employment_length":10,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1995,"annual_income":116860.0},"2839":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":105000.0},"2840":{"employment_length":10,"home_ownership":"RENT","zip_code":"554xx","address_state":"MN","earliest_credit_line":1998,"annual_income":105600.0},"2841":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":2004,"annual_income":97500.0},"2842":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":2001,"annual_income":98000.0},"2843":{"employment_length":10,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":1999,"annual_income":120000.0},"2844":{"employment_length":3,"home_ownership":"RENT","zip_code":"336xx","address_state":"FL","earliest_credit_line":1999,"annual_income":98000.0},"2845":{"employment_length":1,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2003,"annual_income":120000.0},"2846":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1983,"annual_income":152000.0},"2847":{"employment_length":4,"home_ownership":"RENT","zip_code":"148xx","address_state":"NY","earliest_credit_line":2006,"annual_income":100000.0},"2848":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1997,"annual_income":110000.0},"2849":{"employment_length":9,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":350000.0},"2850":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"258xx","address_state":"WV","earliest_credit_line":1999,"annual_income":118000.0},"2851":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2002,"annual_income":140000.0},"2852":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":2003,"annual_income":100000.0},"2853":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2001,"annual_income":150000.0},"2854":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1991,"annual_income":104000.0},"2855":{"employment_length":10,"home_ownership":"OWN","zip_code":"103xx","address_state":"NY","earliest_credit_line":1989,"annual_income":140000.0},"2856":{"employment_length":3,"home_ownership":"RENT","zip_code":"840xx","address_state":"UT","earliest_credit_line":1997,"annual_income":105000.0},"2857":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1986,"annual_income":124800.0},"2858":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":2001,"annual_income":150000.0},"2859":{"employment_length":4,"home_ownership":"RENT","zip_code":"339xx","address_state":"FL","earliest_credit_line":1999,"annual_income":185500.0},"2860":{"employment_length":10,"home_ownership":"RENT","zip_code":"234xx","address_state":"VA","earliest_credit_line":1996,"annual_income":120000.0},"2861":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":2002,"annual_income":105000.0},"2862":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1998,"annual_income":135000.0},"2863":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":110000.0},"2864":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":125000.0},"2865":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2004,"annual_income":95000.0},"2866":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1999,"annual_income":140000.0},"2867":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1999,"annual_income":94000.0},"2868":{"employment_length":1,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":108500.0},"2869":{"employment_length":6,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1994,"annual_income":100000.0},"2870":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":1976,"annual_income":99000.0},"2871":{"employment_length":8,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2004,"annual_income":92374.0},"2872":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":2002,"annual_income":102000.0},"2873":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":1994,"annual_income":101108.0},"2874":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1997,"annual_income":135000.0},"2875":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":115000.0},"2876":{"employment_length":3,"home_ownership":"RENT","zip_code":"912xx","address_state":"CA","earliest_credit_line":1998,"annual_income":127000.0},"2877":{"employment_length":10,"home_ownership":"RENT","zip_code":"970xx","address_state":"OR","earliest_credit_line":2000,"annual_income":117000.0},"2878":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":2001,"annual_income":120000.0},"2879":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":2002,"annual_income":110000.0},"2880":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1997,"annual_income":130000.0},"2881":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2008,"annual_income":125000.0},"2882":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1998,"annual_income":100000.0},"2883":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"344xx","address_state":"FL","earliest_credit_line":1997,"annual_income":155000.0},"2884":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":2001,"annual_income":155000.0},"2885":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"630xx","address_state":"MO","earliest_credit_line":1995,"annual_income":114000.0},"2886":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1992,"annual_income":105104.76},"2887":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1996,"annual_income":102000.0},"2888":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":107000.0},"2889":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":2003,"annual_income":92000.0},"2890":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1984,"annual_income":170000.0},"2891":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"294xx","address_state":"SC","earliest_credit_line":1999,"annual_income":100000.0},"2892":{"employment_length":1,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":160000.0},"2893":{"employment_length":10,"home_ownership":"RENT","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":165000.0},"2894":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":2000,"annual_income":108000.0},"2895":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":789000.0},"2896":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1995,"annual_income":134500.0},"2897":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1996,"annual_income":97000.0},"2898":{"employment_length":6,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":140000.0},"2899":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1995,"annual_income":230000.0},"2900":{"employment_length":5,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1993,"annual_income":92700.0},"2901":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1997,"annual_income":140000.0},"2902":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1996,"annual_income":105000.0},"2903":{"employment_length":5,"home_ownership":"OWN","zip_code":"770xx","address_state":"TX","earliest_credit_line":2004,"annual_income":106000.0},"2904":{"employment_length":5,"home_ownership":"RENT","zip_code":"327xx","address_state":"FL","earliest_credit_line":2000,"annual_income":98000.0},"2905":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":2000,"annual_income":124000.0},"2906":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1997,"annual_income":160000.0},"2907":{"employment_length":3,"home_ownership":"RENT","zip_code":"787xx","address_state":"TX","earliest_credit_line":1999,"annual_income":110000.0},"2908":{"employment_length":7,"home_ownership":"RENT","zip_code":"230xx","address_state":"VA","earliest_credit_line":2007,"annual_income":138539.2},"2909":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"718xx","address_state":"AR","earliest_credit_line":1995,"annual_income":115000.0},"2910":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1986,"annual_income":160000.0},"2911":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":2004,"annual_income":113400.0},"2912":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1998,"annual_income":105000.0},"2913":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1992,"annual_income":104000.0},"2914":{"employment_length":3,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1998,"annual_income":95000.0},"2915":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1985,"annual_income":105000.0},"2916":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"306xx","address_state":"GA","earliest_credit_line":2000,"annual_income":93996.0},"2917":{"employment_length":1,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1999,"annual_income":95000.0},"2918":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":2004,"annual_income":150000.0},"2919":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"066xx","address_state":"CT","earliest_credit_line":1996,"annual_income":210000.0},"2920":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1991,"annual_income":101000.0},"2921":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"714xx","address_state":"LA","earliest_credit_line":2000,"annual_income":110000.0},"2922":{"employment_length":5,"home_ownership":"OWN","zip_code":"770xx","address_state":"TX","earliest_credit_line":2008,"annual_income":100000.0},"2923":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":145000.0},"2924":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"530xx","address_state":"WI","earliest_credit_line":2004,"annual_income":95708.0},"2925":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1990,"annual_income":115000.0},"2926":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"196xx","address_state":"PA","earliest_credit_line":1983,"annual_income":120000.0},"2927":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":2001,"annual_income":105000.0},"2928":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":2004,"annual_income":100000.0},"2929":{"employment_length":4,"home_ownership":"OWN","zip_code":"370xx","address_state":"TN","earliest_credit_line":2010,"annual_income":110000.0},"2930":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":120000.0},"2931":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":2001,"annual_income":125000.0},"2932":{"employment_length":10,"home_ownership":"RENT","zip_code":"225xx","address_state":"VA","earliest_credit_line":1992,"annual_income":120000.0},"2933":{"employment_length":5,"home_ownership":"RENT","zip_code":"358xx","address_state":"AL","earliest_credit_line":1994,"annual_income":143633.0},"2934":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1994,"annual_income":116000.0},"2935":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1993,"annual_income":120000.0},"2936":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1995,"annual_income":130000.0},"2937":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":2000,"annual_income":100000.0},"2938":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1997,"annual_income":138300.0},"2939":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"780xx","address_state":"TX","earliest_credit_line":2006,"annual_income":132720.0},"2940":{"employment_length":5,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":2002,"annual_income":102000.0},"2941":{"employment_length":0,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1982,"annual_income":123026.0},"2942":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1981,"annual_income":118000.0},"2943":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1979,"annual_income":98000.0},"2944":{"employment_length":1,"home_ownership":"OWN","zip_code":"402xx","address_state":"KY","earliest_credit_line":1974,"annual_income":120000.0},"2945":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":125000.0},"2946":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1986,"annual_income":112940.0},"2947":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":2001,"annual_income":125000.0},"2948":{"employment_length":6,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":2001,"annual_income":104000.0},"2949":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1989,"annual_income":110000.0},"2950":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"151xx","address_state":"PA","earliest_credit_line":1993,"annual_income":105000.0},"2951":{"employment_length":1,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":120000.0},"2952":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1998,"annual_income":125000.0},"2953":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"154xx","address_state":"PA","earliest_credit_line":1986,"annual_income":120000.0},"2954":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":2004,"annual_income":115000.0},"2955":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1987,"annual_income":150000.0},"2956":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1983,"annual_income":100000.0},"2957":{"employment_length":2,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1990,"annual_income":133000.0},"2958":{"employment_length":6,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1990,"annual_income":98000.0},"2959":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1995,"annual_income":98500.0},"2960":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1996,"annual_income":120000.0},"2961":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"435xx","address_state":"OH","earliest_credit_line":2009,"annual_income":115000.0},"2962":{"employment_length":9,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1993,"annual_income":106000.0},"2963":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":2000,"annual_income":116500.0},"2964":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1992,"annual_income":104000.0},"2965":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":118594.08},"2966":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2006,"annual_income":110000.0},"2967":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":2000,"annual_income":94700.0},"2968":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1992,"annual_income":130000.0},"2969":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2003,"annual_income":108000.0},"2970":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2000,"annual_income":123000.0},"2971":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"777xx","address_state":"TX","earliest_credit_line":2003,"annual_income":130000.0},"2972":{"employment_length":9,"home_ownership":"RENT","zip_code":"067xx","address_state":"CT","earliest_credit_line":2004,"annual_income":110000.0},"2973":{"employment_length":6,"home_ownership":"OWN","zip_code":"105xx","address_state":"NY","earliest_credit_line":1997,"annual_income":93000.0},"2974":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2000,"annual_income":146000.0},"2975":{"employment_length":2,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1988,"annual_income":105000.0},"2976":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1999,"annual_income":97983.0},"2977":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1996,"annual_income":100000.0},"2978":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"381xx","address_state":"TN","earliest_credit_line":1998,"annual_income":95000.0},"2979":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":130000.0},"2980":{"employment_length":2,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2003,"annual_income":100000.0},"2981":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1995,"annual_income":110000.0},"2982":{"employment_length":10,"home_ownership":"RENT","zip_code":"196xx","address_state":"PA","earliest_credit_line":1991,"annual_income":96000.0},"2983":{"employment_length":10,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1993,"annual_income":108000.0},"2984":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"431xx","address_state":"OH","earliest_credit_line":1997,"annual_income":125000.0},"2985":{"employment_length":2,"home_ownership":"RENT","zip_code":"741xx","address_state":"OK","earliest_credit_line":2006,"annual_income":120000.0},"2986":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"924xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110000.0},"2987":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"844xx","address_state":"UT","earliest_credit_line":1982,"annual_income":113000.0},"2988":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1997,"annual_income":150000.0},"2989":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":2001,"annual_income":100000.0},"2990":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1991,"annual_income":200000.0},"2991":{"employment_length":1,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2003,"annual_income":105000.0},"2992":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":2003,"annual_income":134000.0},"2993":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"857xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":111000.0},"2994":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1993,"annual_income":93000.0},"2995":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1999,"annual_income":128000.0},"2996":{"employment_length":2,"home_ownership":"OWN","zip_code":"176xx","address_state":"PA","earliest_credit_line":1999,"annual_income":116000.0},"2997":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1985,"annual_income":108000.0},"2998":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1999,"annual_income":100000.0},"2999":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":115000.0},"3000":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1997,"annual_income":120000.0},"3001":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"447xx","address_state":"OH","earliest_credit_line":1993,"annual_income":199000.0},"3002":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1995,"annual_income":171600.0},"3003":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1970,"annual_income":250000.0},"3004":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1989,"annual_income":168000.0},"3005":{"employment_length":3,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":2002,"annual_income":92000.0},"3006":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":150000.0},"3007":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":2001,"annual_income":98000.0},"3008":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"360xx","address_state":"AL","earliest_credit_line":2002,"annual_income":145000.0},"3009":{"employment_length":9,"home_ownership":"OWN","zip_code":"445xx","address_state":"OH","earliest_credit_line":1979,"annual_income":200000.0},"3010":{"employment_length":1,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1988,"annual_income":230000.0},"3011":{"employment_length":2,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1990,"annual_income":100000.0},"3012":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"329xx","address_state":"FL","earliest_credit_line":1983,"annual_income":103000.0},"3013":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1999,"annual_income":152500.0},"3014":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2001,"annual_income":180000.0},"3015":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":1992,"annual_income":145000.0},"3016":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":2006,"annual_income":90500.0},"3017":{"employment_length":10,"home_ownership":"RENT","zip_code":"262xx","address_state":"WV","earliest_credit_line":2000,"annual_income":98000.0},"3018":{"employment_length":2,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2008,"annual_income":120000.0},"3019":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"907xx","address_state":"CA","earliest_credit_line":1983,"annual_income":180000.0},"3020":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1998,"annual_income":137000.0},"3021":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1992,"annual_income":165000.0},"3022":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":1992,"annual_income":830000.0},"3023":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"181xx","address_state":"PA","earliest_credit_line":2001,"annual_income":155000.0},"3024":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"373xx","address_state":"TN","earliest_credit_line":1994,"annual_income":95500.0},"3025":{"employment_length":8,"home_ownership":"RENT","zip_code":"068xx","address_state":"CT","earliest_credit_line":2002,"annual_income":100000.0},"3026":{"employment_length":10,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":1985,"annual_income":105000.0},"3027":{"employment_length":1,"home_ownership":"OWN","zip_code":"114xx","address_state":"NY","earliest_credit_line":2000,"annual_income":125000.0},"3028":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"948xx","address_state":"CA","earliest_credit_line":1993,"annual_income":160000.0},"3029":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":114000.0},"3030":{"employment_length":5,"home_ownership":"RENT","zip_code":"462xx","address_state":"IN","earliest_credit_line":2001,"annual_income":120000.0},"3031":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":2004,"annual_income":100000.0},"3032":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1988,"annual_income":102000.0},"3033":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":2000,"annual_income":145000.0},"3034":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1997,"annual_income":115000.0},"3035":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1990,"annual_income":120000.0},"3036":{"employment_length":10,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2000,"annual_income":110000.0},"3037":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":2001,"annual_income":95000.0},"3038":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"721xx","address_state":"AR","earliest_credit_line":1987,"annual_income":91000.0},"3039":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":136100.0},"3040":{"employment_length":4,"home_ownership":"RENT","zip_code":"282xx","address_state":"NC","earliest_credit_line":2001,"annual_income":92500.0},"3041":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1987,"annual_income":119374.0},"3042":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1985,"annual_income":100000.0},"3043":{"employment_length":2,"home_ownership":"RENT","zip_code":"730xx","address_state":"OK","earliest_credit_line":2007,"annual_income":93000.0},"3044":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1987,"annual_income":96000.0},"3045":{"employment_length":4,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1996,"annual_income":115000.0},"3046":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"3047":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":2001,"annual_income":95000.0},"3048":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":105000.0},"3049":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"946xx","address_state":"CA","earliest_credit_line":2003,"annual_income":102000.0},"3050":{"employment_length":3,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1999,"annual_income":114000.0},"3051":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1992,"annual_income":124000.0},"3052":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1998,"annual_income":104022.88},"3053":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":285000.0},"3054":{"employment_length":10,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1995,"annual_income":142000.0},"3055":{"employment_length":7,"home_ownership":"RENT","zip_code":"206xx","address_state":"MD","earliest_credit_line":2000,"annual_income":96000.0},"3056":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"946xx","address_state":"CA","earliest_credit_line":1995,"annual_income":103000.0},"3057":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"066xx","address_state":"CT","earliest_credit_line":1987,"annual_income":123800.0},"3058":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1985,"annual_income":104000.0},"3059":{"employment_length":10,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2004,"annual_income":112000.0},"3060":{"employment_length":6,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"3061":{"employment_length":10,"home_ownership":"OWN","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1978,"annual_income":128000.0},"3062":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1981,"annual_income":165500.0},"3063":{"employment_length":2,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2005,"annual_income":96500.0},"3064":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1985,"annual_income":175000.0},"3065":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":107000.0},"3066":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2000,"annual_income":110000.0},"3067":{"employment_length":2,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2001,"annual_income":97000.0},"3068":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":2006,"annual_income":107100.0},"3069":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1994,"annual_income":145000.0},"3070":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1980,"annual_income":250000.0},"3071":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":2002,"annual_income":100000.0},"3072":{"employment_length":2,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1988,"annual_income":97000.0},"3073":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1992,"annual_income":159000.0},"3074":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1993,"annual_income":120000.0},"3075":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"729xx","address_state":"AR","earliest_credit_line":1998,"annual_income":130000.0},"3076":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":1995,"annual_income":125000.0},"3077":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":2001,"annual_income":99700.0},"3078":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":200000.0},"3079":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1995,"annual_income":92000.0},"3080":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1999,"annual_income":108000.0},"3081":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":1987,"annual_income":125000.0},"3082":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1988,"annual_income":110000.0},"3083":{"employment_length":2,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2002,"annual_income":94500.0},"3084":{"employment_length":2,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":2004,"annual_income":105000.0},"3085":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"370xx","address_state":"TN","earliest_credit_line":1987,"annual_income":170000.0},"3086":{"employment_length":1,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":2001,"annual_income":115000.0},"3087":{"employment_length":5,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":94000.0},"3088":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2001,"annual_income":120000.0},"3089":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1995,"annual_income":105000.0},"3090":{"employment_length":9,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":2009,"annual_income":150000.0},"3091":{"employment_length":5,"home_ownership":"RENT","zip_code":"983xx","address_state":"WA","earliest_credit_line":2000,"annual_income":105000.0},"3092":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":1983,"annual_income":150000.0},"3093":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2009,"annual_income":96000.0},"3094":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1999,"annual_income":115000.0},"3095":{"employment_length":1,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":125000.0},"3096":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1999,"annual_income":98000.0},"3097":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1999,"annual_income":115575.0},"3098":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1997,"annual_income":98000.0},"3099":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1997,"annual_income":132000.0},"3100":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":1991,"annual_income":113000.0},"3101":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"358xx","address_state":"AL","earliest_credit_line":1998,"annual_income":108211.56},"3102":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1993,"annual_income":135200.0},"3103":{"employment_length":10,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":1998,"annual_income":106000.0},"3104":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1999,"annual_income":113000.0},"3105":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":110000.0},"3106":{"employment_length":8,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1996,"annual_income":147811.0},"3107":{"employment_length":2,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2002,"annual_income":115000.0},"3108":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":110000.0},"3109":{"employment_length":1,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":1988,"annual_income":125000.0},"3110":{"employment_length":3,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":165000.0},"3111":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1986,"annual_income":230000.0},"3112":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2006,"annual_income":100000.0},"3113":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":2001,"annual_income":140000.0},"3114":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"172xx","address_state":"PA","earliest_credit_line":1998,"annual_income":107387.14},"3115":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":2002,"annual_income":98000.0},"3116":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1996,"annual_income":113500.0},"3117":{"employment_length":10,"home_ownership":"RENT","zip_code":"142xx","address_state":"NY","earliest_credit_line":1999,"annual_income":93000.0},"3118":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":2000,"annual_income":97250.0},"3119":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"323xx","address_state":"FL","earliest_credit_line":1998,"annual_income":108000.0},"3120":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1995,"annual_income":170000.0},"3121":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":2002,"annual_income":96000.0},"3122":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"780xx","address_state":"TX","earliest_credit_line":1988,"annual_income":120000.0},"3123":{"employment_length":4,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":1988,"annual_income":132000.0},"3124":{"employment_length":2,"home_ownership":"OWN","zip_code":"981xx","address_state":"WA","earliest_credit_line":2001,"annual_income":147000.0},"3125":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":2002,"annual_income":167000.0},"3126":{"employment_length":10,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1990,"annual_income":115000.0},"3127":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1978,"annual_income":110000.0},"3128":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2003,"annual_income":121200.0},"3129":{"employment_length":4,"home_ownership":"OWN","zip_code":"933xx","address_state":"CA","earliest_credit_line":1992,"annual_income":193000.0},"3130":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"493xx","address_state":"MI","earliest_credit_line":1993,"annual_income":140000.0},"3131":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"477xx","address_state":"IN","earliest_credit_line":1992,"annual_income":96521.0},"3132":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2000,"annual_income":200000.0},"3133":{"employment_length":1,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1982,"annual_income":96000.0},"3134":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1994,"annual_income":105000.0},"3135":{"employment_length":1,"home_ownership":"RENT","zip_code":"068xx","address_state":"CT","earliest_credit_line":1983,"annual_income":245000.0},"3136":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1997,"annual_income":98000.0},"3137":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":140000.0},"3138":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1995,"annual_income":105000.0},"3139":{"employment_length":6,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1995,"annual_income":124000.0},"3140":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":180000.0},"3141":{"employment_length":2,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":2000,"annual_income":107103.0},"3142":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1984,"annual_income":122800.0},"3143":{"employment_length":7,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1999,"annual_income":145000.0},"3144":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":2002,"annual_income":147500.0},"3145":{"employment_length":3,"home_ownership":"OWN","zip_code":"303xx","address_state":"GA","earliest_credit_line":1999,"annual_income":94049.0},"3146":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":2003,"annual_income":105000.0},"3147":{"employment_length":0,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1994,"annual_income":92000.0},"3148":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":2002,"annual_income":91000.0},"3149":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"083xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":139000.0},"3150":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":230000.0},"3151":{"employment_length":2,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1999,"annual_income":93000.0},"3152":{"employment_length":10,"home_ownership":"RENT","zip_code":"028xx","address_state":"RI","earliest_credit_line":1987,"annual_income":95000.0},"3153":{"employment_length":5,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1999,"annual_income":114000.0},"3154":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1994,"annual_income":163000.0},"3155":{"employment_length":8,"home_ownership":"OWN","zip_code":"454xx","address_state":"OH","earliest_credit_line":1989,"annual_income":108552.0},"3156":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1985,"annual_income":133000.0},"3157":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"570xx","address_state":"SD","earliest_credit_line":1995,"annual_income":118000.0},"3158":{"employment_length":10,"home_ownership":"OWN","zip_code":"439xx","address_state":"OH","earliest_credit_line":1999,"annual_income":104000.0},"3159":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"464xx","address_state":"IN","earliest_credit_line":2002,"annual_income":125000.0},"3160":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1989,"annual_income":170000.0},"3161":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":1997,"annual_income":108000.0},"3162":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1992,"annual_income":180000.0},"3163":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":95000.0},"3164":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":2005,"annual_income":125000.0},"3165":{"employment_length":1,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2005,"annual_income":125000.0},"3166":{"employment_length":8,"home_ownership":"RENT","zip_code":"336xx","address_state":"FL","earliest_credit_line":2001,"annual_income":90800.0},"3167":{"employment_length":10,"home_ownership":"RENT","zip_code":"277xx","address_state":"NC","earliest_credit_line":1993,"annual_income":110000.0},"3168":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"253xx","address_state":"WV","earliest_credit_line":1989,"annual_income":125000.0},"3169":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":2000,"annual_income":98000.0},"3170":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":2004,"annual_income":140000.0},"3171":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1997,"annual_income":120000.0},"3172":{"employment_length":10,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"3173":{"employment_length":10,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":1992,"annual_income":99000.0},"3174":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":1979,"annual_income":113500.0},"3175":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":240000.0},"3176":{"employment_length":3,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":100000.0},"3177":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1994,"annual_income":166150.0},"3178":{"employment_length":10,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":95000.0},"3179":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1997,"annual_income":94784.0},"3180":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1999,"annual_income":120000.0},"3181":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":2002,"annual_income":130000.0},"3182":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":2003,"annual_income":110000.0},"3183":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1980,"annual_income":150000.0},"3184":{"employment_length":2,"home_ownership":"OWN","zip_code":"774xx","address_state":"TX","earliest_credit_line":2000,"annual_income":105000.0},"3185":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"351xx","address_state":"AL","earliest_credit_line":2000,"annual_income":114750.0},"3186":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"804xx","address_state":"CO","earliest_credit_line":1981,"annual_income":145000.0},"3187":{"employment_length":1,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":2006,"annual_income":105000.0},"3188":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":103000.0},"3189":{"employment_length":2,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1991,"annual_income":90262.0},"3190":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"151xx","address_state":"PA","earliest_credit_line":1993,"annual_income":100000.0},"3191":{"employment_length":2,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2009,"annual_income":104000.0},"3192":{"employment_length":6,"home_ownership":"RENT","zip_code":"932xx","address_state":"CA","earliest_credit_line":2001,"annual_income":104000.0},"3193":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"461xx","address_state":"IN","earliest_credit_line":1999,"annual_income":93000.0},"3194":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1990,"annual_income":200000.0},"3195":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"472xx","address_state":"IN","earliest_credit_line":2000,"annual_income":120000.0},"3196":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1994,"annual_income":100000.0},"3197":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1994,"annual_income":155000.0},"3198":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1985,"annual_income":146064.0},"3199":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"815xx","address_state":"CO","earliest_credit_line":1974,"annual_income":194000.0},"3200":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"960xx","address_state":"CA","earliest_credit_line":1988,"annual_income":115000.0},"3201":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1999,"annual_income":105800.0},"3202":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1993,"annual_income":92000.0},"3203":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1991,"annual_income":92000.0},"3204":{"employment_length":1,"home_ownership":"OWN","zip_code":"752xx","address_state":"TX","earliest_credit_line":1997,"annual_income":95000.0},"3205":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":2004,"annual_income":121000.0},"3206":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2006,"annual_income":115000.0},"3207":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2000,"annual_income":96000.0},"3208":{"employment_length":6,"home_ownership":"RENT","zip_code":"783xx","address_state":"TX","earliest_credit_line":1986,"annual_income":95820.0},"3209":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":95000.0},"3210":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"857xx","address_state":"AZ","earliest_credit_line":1978,"annual_income":117000.0},"3211":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1999,"annual_income":145000.0},"3212":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1983,"annual_income":120000.0},"3213":{"employment_length":10,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":100000.0},"3214":{"employment_length":4,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1997,"annual_income":91000.0},"3215":{"employment_length":2,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2002,"annual_income":114000.0},"3216":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"672xx","address_state":"KS","earliest_credit_line":1990,"annual_income":124970.0},"3217":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1996,"annual_income":117000.0},"3218":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1999,"annual_income":100000.0},"3219":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1983,"annual_income":130000.0},"3220":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1986,"annual_income":93000.0},"3221":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":99000.0},"3222":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2003,"annual_income":170000.0},"3223":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"457xx","address_state":"OH","earliest_credit_line":1983,"annual_income":92000.0},"3224":{"employment_length":10,"home_ownership":"RENT","zip_code":"114xx","address_state":"NY","earliest_credit_line":2003,"annual_income":103000.0},"3225":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2002,"annual_income":125000.0},"3226":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":97000.0},"3227":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":2003,"annual_income":96000.0},"3228":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"735xx","address_state":"OK","earliest_credit_line":1999,"annual_income":97000.0},"3229":{"employment_length":10,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":100000.0},"3230":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1992,"annual_income":94000.0},"3231":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1985,"annual_income":101000.0},"3232":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1999,"annual_income":97620.0},"3233":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"137xx","address_state":"NY","earliest_credit_line":1983,"annual_income":97000.0},"3234":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1982,"annual_income":103000.0},"3235":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1984,"annual_income":180000.0},"3236":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1987,"annual_income":104000.0},"3237":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":2001,"annual_income":155000.0},"3238":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":1991,"annual_income":149000.0},"3239":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"791xx","address_state":"TX","earliest_credit_line":1986,"annual_income":115000.0},"3240":{"employment_length":1,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1995,"annual_income":97000.0},"3241":{"employment_length":3,"home_ownership":"OWN","zip_code":"223xx","address_state":"VA","earliest_credit_line":2008,"annual_income":150000.0},"3242":{"employment_length":2,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":2000,"annual_income":113400.0},"3243":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":1990,"annual_income":110225.0},"3244":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1996,"annual_income":92000.0},"3245":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1998,"annual_income":130000.0},"3246":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"804xx","address_state":"CO","earliest_credit_line":1996,"annual_income":170000.0},"3247":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"671xx","address_state":"KS","earliest_credit_line":1991,"annual_income":100000.0},"3248":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":1969,"annual_income":106000.0},"3249":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1999,"annual_income":102000.0},"3250":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2002,"annual_income":120000.0},"3251":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1986,"annual_income":120000.0},"3252":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":2006,"annual_income":93000.0},"3253":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"255xx","address_state":"WV","earliest_credit_line":1986,"annual_income":98000.0},"3254":{"employment_length":1,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1988,"annual_income":165000.0},"3255":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":2002,"annual_income":114000.0},"3256":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"061xx","address_state":"CT","earliest_credit_line":2001,"annual_income":135000.0},"3257":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"376xx","address_state":"TN","earliest_credit_line":2000,"annual_income":123000.0},"3258":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2002,"annual_income":105200.0},"3259":{"employment_length":8,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1999,"annual_income":91000.0},"3260":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1998,"annual_income":135000.0},"3261":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"292xx","address_state":"SC","earliest_credit_line":1993,"annual_income":140000.0},"3262":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"959xx","address_state":"CA","earliest_credit_line":2000,"annual_income":112000.0},"3263":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":96000.0},"3264":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":1985,"annual_income":101000.0},"3265":{"employment_length":2,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1999,"annual_income":105000.0},"3266":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"240xx","address_state":"VA","earliest_credit_line":2000,"annual_income":250000.0},"3267":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1994,"annual_income":96000.0},"3268":{"employment_length":3,"home_ownership":"RENT","zip_code":"535xx","address_state":"WI","earliest_credit_line":1999,"annual_income":171000.0},"3269":{"employment_length":1,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1991,"annual_income":122500.0},"3270":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"354xx","address_state":"AL","earliest_credit_line":1974,"annual_income":104000.0},"3271":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2000,"annual_income":94000.0},"3272":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":2000,"annual_income":105000.0},"3273":{"employment_length":9,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":105000.0},"3274":{"employment_length":7,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":100000.0},"3275":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1987,"annual_income":145000.0},"3276":{"employment_length":1,"home_ownership":"RENT","zip_code":"282xx","address_state":"NC","earliest_credit_line":2006,"annual_income":170000.0},"3277":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1994,"annual_income":100000.0},"3278":{"employment_length":5,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":103000.0},"3279":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"154xx","address_state":"PA","earliest_credit_line":1978,"annual_income":278000.0},"3280":{"employment_length":9,"home_ownership":"RENT","zip_code":"801xx","address_state":"CO","earliest_credit_line":2001,"annual_income":110000.0},"3281":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1995,"annual_income":130000.0},"3282":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1997,"annual_income":111000.0},"3283":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2005,"annual_income":100000.0},"3284":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1997,"annual_income":95000.0},"3285":{"employment_length":8,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1996,"annual_income":105000.0},"3286":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":2007,"annual_income":122000.0},"3287":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1993,"annual_income":96000.0},"3288":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1985,"annual_income":144000.0},"3289":{"employment_length":10,"home_ownership":"OWN","zip_code":"299xx","address_state":"SC","earliest_credit_line":1996,"annual_income":98000.0},"3290":{"employment_length":7,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":1998,"annual_income":101815.8},"3291":{"employment_length":9,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":150000.0},"3292":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":1991,"annual_income":103800.0},"3293":{"employment_length":6,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":95000.0},"3294":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1993,"annual_income":130000.0},"3295":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":2000,"annual_income":95000.0},"3296":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"713xx","address_state":"LA","earliest_credit_line":2001,"annual_income":141000.0},"3297":{"employment_length":2,"home_ownership":"RENT","zip_code":"430xx","address_state":"OH","earliest_credit_line":2008,"annual_income":91000.0},"3298":{"employment_length":7,"home_ownership":"RENT","zip_code":"912xx","address_state":"CA","earliest_credit_line":2003,"annual_income":100000.0},"3299":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1992,"annual_income":140000.0},"3300":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1998,"annual_income":110000.0},"3301":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1997,"annual_income":90300.0},"3302":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"934xx","address_state":"CA","earliest_credit_line":1988,"annual_income":108000.0},"3303":{"employment_length":4,"home_ownership":"RENT","zip_code":"086xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":120000.0},"3304":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":1997,"annual_income":124000.0},"3305":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1990,"annual_income":106000.0},"3306":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"104xx","address_state":"NY","earliest_credit_line":1999,"annual_income":106000.0},"3307":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1997,"annual_income":134498.0},"3308":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1999,"annual_income":98000.0},"3309":{"employment_length":9,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1992,"annual_income":150000.0},"3310":{"employment_length":2,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1990,"annual_income":120000.0},"3311":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"378xx","address_state":"TN","earliest_credit_line":1989,"annual_income":93000.0},"3312":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1999,"annual_income":153000.0},"3313":{"employment_length":10,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1994,"annual_income":110000.0},"3314":{"employment_length":7,"home_ownership":"OWN","zip_code":"890xx","address_state":"NV","earliest_credit_line":1985,"annual_income":120000.0},"3315":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1999,"annual_income":97000.0},"3316":{"employment_length":8,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":110000.0},"3317":{"employment_length":10,"home_ownership":"OWN","zip_code":"331xx","address_state":"FL","earliest_credit_line":1979,"annual_income":120000.0},"3318":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"182xx","address_state":"PA","earliest_credit_line":2002,"annual_income":138000.0},"3319":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":1993,"annual_income":129735.0},"3320":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":145000.0},"3321":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1988,"annual_income":105000.0},"3322":{"employment_length":1,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2002,"annual_income":120000.0},"3323":{"employment_length":4,"home_ownership":"OWN","zip_code":"946xx","address_state":"CA","earliest_credit_line":2009,"annual_income":90600.0},"3324":{"employment_length":2,"home_ownership":"RENT","zip_code":"214xx","address_state":"MD","earliest_credit_line":1992,"annual_income":111000.0},"3325":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"032xx","address_state":"NH","earliest_credit_line":1994,"annual_income":123000.0},"3326":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":2000,"annual_income":106550.0},"3327":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"985xx","address_state":"WA","earliest_credit_line":1994,"annual_income":110000.0},"3328":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":1992,"annual_income":95000.0},"3329":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"108xx","address_state":"NY","earliest_credit_line":1973,"annual_income":190000.0},"3330":{"employment_length":6,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1998,"annual_income":110000.0},"3331":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":2001,"annual_income":384000.0},"3332":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"721xx","address_state":"AR","earliest_credit_line":1999,"annual_income":154000.0},"3333":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1995,"annual_income":91000.0},"3334":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":2003,"annual_income":110000.0},"3335":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1994,"annual_income":113986.0},"3336":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"596xx","address_state":"MT","earliest_credit_line":1995,"annual_income":100000.0},"3337":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1985,"annual_income":250000.0},"3338":{"employment_length":3,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":130000.0},"3339":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"371xx","address_state":"TN","earliest_credit_line":2000,"annual_income":130000.0},"3340":{"employment_length":10,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1998,"annual_income":110000.0},"3341":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"136xx","address_state":"NY","earliest_credit_line":2004,"annual_income":95000.0},"3342":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2000,"annual_income":94000.0},"3343":{"employment_length":1,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1997,"annual_income":135000.0},"3344":{"employment_length":6,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1998,"annual_income":118678.0},"3345":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"462xx","address_state":"IN","earliest_credit_line":1997,"annual_income":150000.0},"3346":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"245xx","address_state":"VA","earliest_credit_line":1993,"annual_income":96000.0},"3347":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"199xx","address_state":"DE","earliest_credit_line":2001,"annual_income":97000.0},"3348":{"employment_length":3,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2003,"annual_income":150000.0},"3349":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":2000,"annual_income":133000.0},"3350":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1994,"annual_income":138000.0},"3351":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"381xx","address_state":"TN","earliest_credit_line":2000,"annual_income":102200.0},"3352":{"employment_length":1,"home_ownership":"OWN","zip_code":"943xx","address_state":"CA","earliest_credit_line":1980,"annual_income":120000.0},"3353":{"employment_length":7,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":125000.0},"3354":{"employment_length":7,"home_ownership":"RENT","zip_code":"540xx","address_state":"WI","earliest_credit_line":1991,"annual_income":123000.0},"3355":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1995,"annual_income":105000.0},"3356":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"454xx","address_state":"OH","earliest_credit_line":1992,"annual_income":93000.0},"3357":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1999,"annual_income":93000.0},"3358":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"934xx","address_state":"CA","earliest_credit_line":2005,"annual_income":100000.0},"3359":{"employment_length":7,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":93000.0},"3360":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1993,"annual_income":106369.0},"3361":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1992,"annual_income":150000.0},"3362":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1997,"annual_income":127000.0},"3363":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":100000.0},"3364":{"employment_length":4,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":2005,"annual_income":101300.0},"3365":{"employment_length":1,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":2002,"annual_income":91507.0},"3366":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1995,"annual_income":97463.0},"3367":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"371xx","address_state":"TN","earliest_credit_line":1985,"annual_income":147804.0},"3368":{"employment_length":2,"home_ownership":"RENT","zip_code":"069xx","address_state":"CT","earliest_credit_line":1996,"annual_income":210000.0},"3369":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"973xx","address_state":"OR","earliest_credit_line":1992,"annual_income":140000.0},"3370":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1993,"annual_income":100000.0},"3371":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":2005,"annual_income":96000.0},"3372":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1986,"annual_income":170000.0},"3373":{"employment_length":1,"home_ownership":"RENT","zip_code":"450xx","address_state":"OH","earliest_credit_line":2006,"annual_income":92000.0},"3374":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"371xx","address_state":"TN","earliest_credit_line":2001,"annual_income":95000.0},"3375":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1987,"annual_income":93000.0},"3376":{"employment_length":3,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2000,"annual_income":90500.0},"3377":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"630xx","address_state":"MO","earliest_credit_line":2000,"annual_income":95000.0},"3378":{"employment_length":10,"home_ownership":"RENT","zip_code":"968xx","address_state":"HI","earliest_credit_line":1985,"annual_income":109272.0},"3379":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1986,"annual_income":175000.0},"3380":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1994,"annual_income":95000.0},"3381":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1995,"annual_income":188000.0},"3382":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"677xx","address_state":"KS","earliest_credit_line":1994,"annual_income":170000.0},"3383":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"291xx","address_state":"SC","earliest_credit_line":1993,"annual_income":100000.0},"3384":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1999,"annual_income":117000.0},"3385":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1997,"annual_income":96000.0},"3386":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1988,"annual_income":109000.0},"3387":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1991,"annual_income":130000.0},"3388":{"employment_length":5,"home_ownership":"RENT","zip_code":"727xx","address_state":"AR","earliest_credit_line":2000,"annual_income":138000.0},"3389":{"employment_length":2,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":2005,"annual_income":96000.0},"3390":{"employment_length":6,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":2000,"annual_income":95000.0},"3391":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1996,"annual_income":400000.0},"3392":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"3393":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1999,"annual_income":107000.0},"3394":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"322xx","address_state":"FL","earliest_credit_line":1997,"annual_income":95000.0},"3395":{"employment_length":6,"home_ownership":"RENT","zip_code":"895xx","address_state":"NV","earliest_credit_line":1982,"annual_income":100000.0},"3396":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1988,"annual_income":110000.0},"3397":{"employment_length":1,"home_ownership":"RENT","zip_code":"241xx","address_state":"VA","earliest_credit_line":1992,"annual_income":107000.0},"3398":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1996,"annual_income":99000.0},"3399":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1989,"annual_income":125000.0},"3400":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1993,"annual_income":100000.0},"3401":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1994,"annual_income":175000.0},"3402":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1994,"annual_income":130000.0},"3403":{"employment_length":2,"home_ownership":"RENT","zip_code":"757xx","address_state":"TX","earliest_credit_line":2000,"annual_income":97000.0},"3404":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1999,"annual_income":145000.0},"3405":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1998,"annual_income":110000.0},"3406":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1968,"annual_income":97680.0},"3407":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"362xx","address_state":"AL","earliest_credit_line":1991,"annual_income":98000.0},"3408":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"281xx","address_state":"NC","earliest_credit_line":1998,"annual_income":195000.0},"3409":{"employment_length":5,"home_ownership":"RENT","zip_code":"358xx","address_state":"AL","earliest_credit_line":2005,"annual_income":120000.0},"3410":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"3411":{"employment_length":2,"home_ownership":"OWN","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":103000.0},"3412":{"employment_length":6,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":2000,"annual_income":107000.0},"3413":{"employment_length":2,"home_ownership":"RENT","zip_code":"860xx","address_state":"AZ","earliest_credit_line":2001,"annual_income":120000.0},"3414":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"431xx","address_state":"OH","earliest_credit_line":1997,"annual_income":110000.0},"3415":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":2004,"annual_income":104000.0},"3416":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"972xx","address_state":"OR","earliest_credit_line":2003,"annual_income":100000.0},"3417":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2001,"annual_income":140000.0},"3418":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"234xx","address_state":"VA","earliest_credit_line":1993,"annual_income":193000.0},"3419":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":1998,"annual_income":134000.0},"3420":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":140000.0},"3421":{"employment_length":1,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":2003,"annual_income":114000.0},"3422":{"employment_length":8,"home_ownership":"RENT","zip_code":"468xx","address_state":"IN","earliest_credit_line":1998,"annual_income":139700.0},"3423":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2004,"annual_income":102000.0},"3424":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":2001,"annual_income":95000.0},"3425":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"014xx","address_state":"MA","earliest_credit_line":1994,"annual_income":115000.0},"3426":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1997,"annual_income":110000.0},"3427":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"968xx","address_state":"HI","earliest_credit_line":1990,"annual_income":100000.0},"3428":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":112200.0},"3429":{"employment_length":5,"home_ownership":"RENT","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":90994.0},"3430":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1993,"annual_income":113570.0},"3431":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1994,"annual_income":119000.0},"3432":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":2002,"annual_income":200000.0},"3433":{"employment_length":10,"home_ownership":"RENT","zip_code":"254xx","address_state":"WV","earliest_credit_line":1972,"annual_income":115000.0},"3434":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":200000.0},"3435":{"employment_length":10,"home_ownership":"OWN","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":148000.0},"3436":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":2004,"annual_income":96500.0},"3437":{"employment_length":10,"home_ownership":"RENT","zip_code":"797xx","address_state":"TX","earliest_credit_line":1988,"annual_income":100000.0},"3438":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1995,"annual_income":118000.0},"3439":{"employment_length":4,"home_ownership":"RENT","zip_code":"344xx","address_state":"FL","earliest_credit_line":2007,"annual_income":105000.0},"3440":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2001,"annual_income":128000.0},"3441":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1994,"annual_income":100000.0},"3442":{"employment_length":7,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":2001,"annual_income":133000.0},"3443":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"622xx","address_state":"IL","earliest_credit_line":2004,"annual_income":93000.0},"3444":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2002,"annual_income":155000.0},"3445":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1996,"annual_income":170000.0},"3446":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1998,"annual_income":121000.0},"3447":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1995,"annual_income":128000.0},"3448":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"811xx","address_state":"CO","earliest_credit_line":2001,"annual_income":102000.0},"3449":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"119xx","address_state":"NY","earliest_credit_line":1999,"annual_income":110000.0},"3450":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1990,"annual_income":91000.0},"3451":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"365xx","address_state":"AL","earliest_credit_line":2003,"annual_income":145000.0},"3452":{"employment_length":10,"home_ownership":"RENT","zip_code":"154xx","address_state":"PA","earliest_credit_line":1994,"annual_income":166000.0},"3453":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"321xx","address_state":"FL","earliest_credit_line":1971,"annual_income":100000.0},"3454":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"323xx","address_state":"FL","earliest_credit_line":1979,"annual_income":100000.0},"3455":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1982,"annual_income":170000.0},"3456":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"193xx","address_state":"PA","earliest_credit_line":1994,"annual_income":105000.0},"3457":{"employment_length":7,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2006,"annual_income":100000.0},"3458":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1995,"annual_income":113000.0},"3459":{"employment_length":10,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1998,"annual_income":99400.0},"3460":{"employment_length":9,"home_ownership":"RENT","zip_code":"787xx","address_state":"TX","earliest_credit_line":2001,"annual_income":105000.0},"3461":{"employment_length":5,"home_ownership":"RENT","zip_code":"077xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":106000.0},"3462":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":2008,"annual_income":180000.0},"3463":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1993,"annual_income":250000.0},"3464":{"employment_length":2,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"3465":{"employment_length":9,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2003,"annual_income":95000.0},"3466":{"employment_length":10,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2002,"annual_income":138000.0},"3467":{"employment_length":1,"home_ownership":"RENT","zip_code":"481xx","address_state":"MI","earliest_credit_line":2000,"annual_income":110000.0},"3468":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":103000.0},"3469":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1997,"annual_income":95000.0},"3470":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1986,"annual_income":90657.0},"3471":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":2003,"annual_income":91680.0},"3472":{"employment_length":5,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":95000.0},"3473":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1999,"annual_income":111000.0},"3474":{"employment_length":10,"home_ownership":"RENT","zip_code":"207xx","address_state":"MD","earliest_credit_line":2007,"annual_income":95000.0},"3475":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1998,"annual_income":100000.0},"3476":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":92000.0},"3477":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1989,"annual_income":96000.0},"3478":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2007,"annual_income":95100.0},"3479":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1998,"annual_income":100000.0},"3480":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"461xx","address_state":"IN","earliest_credit_line":2002,"annual_income":120000.0},"3481":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1992,"annual_income":100377.0},"3482":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":127000.0},"3483":{"employment_length":2,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2001,"annual_income":174000.0},"3484":{"employment_length":5,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":2003,"annual_income":100000.0},"3485":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":1997,"annual_income":95000.0},"3486":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1995,"annual_income":157000.0},"3487":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1997,"annual_income":165000.0},"3488":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":2004,"annual_income":99000.0},"3489":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2002,"annual_income":110000.0},"3490":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1996,"annual_income":113000.0},"3491":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1991,"annual_income":120000.0},"3492":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"911xx","address_state":"CA","earliest_credit_line":2005,"annual_income":105000.0},"3493":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1999,"annual_income":97000.0},"3494":{"employment_length":3,"home_ownership":"RENT","zip_code":"787xx","address_state":"TX","earliest_credit_line":2001,"annual_income":130000.0},"3495":{"employment_length":10,"home_ownership":"RENT","zip_code":"984xx","address_state":"WA","earliest_credit_line":2007,"annual_income":92000.0},"3496":{"employment_length":4,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":1998,"annual_income":110000.0},"3497":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":1994,"annual_income":130000.0},"3498":{"employment_length":6,"home_ownership":"RENT","zip_code":"024xx","address_state":"MA","earliest_credit_line":2000,"annual_income":109059.0},"3499":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1994,"annual_income":108000.0},"3500":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":2003,"annual_income":130000.0},"3501":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1997,"annual_income":95000.0},"3502":{"employment_length":2,"home_ownership":"OWN","zip_code":"210xx","address_state":"MD","earliest_credit_line":1995,"annual_income":120000.0},"3503":{"employment_length":1,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1991,"annual_income":98000.0},"3504":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1989,"annual_income":112780.0},"3505":{"employment_length":1,"home_ownership":"RENT","zip_code":"191xx","address_state":"PA","earliest_credit_line":1997,"annual_income":105000.0},"3506":{"employment_length":3,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1994,"annual_income":96000.0},"3507":{"employment_length":3,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2006,"annual_income":150000.0},"3508":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1992,"annual_income":110000.0},"3509":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1994,"annual_income":200000.0},"3510":{"employment_length":1,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":104000.0},"3511":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":2002,"annual_income":109538.0},"3512":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2002,"annual_income":120000.0},"3513":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"166xx","address_state":"PA","earliest_credit_line":1999,"annual_income":130000.0},"3514":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1998,"annual_income":147000.0},"3515":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1987,"annual_income":96000.0},"3516":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":2001,"annual_income":97000.0},"3517":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1992,"annual_income":113000.0},"3518":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"793xx","address_state":"TX","earliest_credit_line":2000,"annual_income":92000.0},"3519":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"144xx","address_state":"NY","earliest_credit_line":1993,"annual_income":118000.0},"3520":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"998xx","address_state":"AK","earliest_credit_line":2002,"annual_income":106000.0},"3521":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1994,"annual_income":106500.0},"3522":{"employment_length":8,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":2005,"annual_income":97444.47},"3523":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1989,"annual_income":120000.0},"3524":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2001,"annual_income":105000.0},"3525":{"employment_length":10,"home_ownership":"OWN","zip_code":"967xx","address_state":"HI","earliest_credit_line":2001,"annual_income":100413.0},"3526":{"employment_length":10,"home_ownership":"OWN","zip_code":"783xx","address_state":"TX","earliest_credit_line":1978,"annual_income":103000.0},"3527":{"employment_length":10,"home_ownership":"OWN","zip_code":"647xx","address_state":"MO","earliest_credit_line":1997,"annual_income":320625.0},"3528":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"841xx","address_state":"UT","earliest_credit_line":1994,"annual_income":120000.0},"3529":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1990,"annual_income":176500.0},"3530":{"employment_length":6,"home_ownership":"RENT","zip_code":"207xx","address_state":"MD","earliest_credit_line":2002,"annual_income":117000.0},"3531":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2000,"annual_income":140000.0},"3532":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":2000,"annual_income":120000.0},"3533":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1990,"annual_income":103000.0},"3534":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1996,"annual_income":95000.0},"3535":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"637xx","address_state":"MO","earliest_credit_line":1991,"annual_income":100000.0},"3536":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2000,"annual_income":155000.0},"3537":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":1998,"annual_income":275000.0},"3538":{"employment_length":4,"home_ownership":"RENT","zip_code":"276xx","address_state":"NC","earliest_credit_line":1993,"annual_income":104000.0},"3539":{"employment_length":1,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1996,"annual_income":120000.0},"3540":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":108000.0},"3541":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":2000,"annual_income":109000.0},"3542":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":1998,"annual_income":95000.0},"3543":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"985xx","address_state":"WA","earliest_credit_line":2001,"annual_income":92745.0},"3544":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"493xx","address_state":"MI","earliest_credit_line":2000,"annual_income":99000.0},"3545":{"employment_length":2,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1990,"annual_income":140000.0},"3546":{"employment_length":7,"home_ownership":"OWN","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1983,"annual_income":93000.0},"3547":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"193xx","address_state":"PA","earliest_credit_line":2001,"annual_income":115000.0},"3548":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":2000,"annual_income":120000.0},"3549":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":2001,"annual_income":103900.08},"3550":{"employment_length":9,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1999,"annual_income":180000.0},"3551":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1998,"annual_income":96000.0},"3552":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":1993,"annual_income":120000.0},"3553":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1992,"annual_income":130000.0},"3554":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1998,"annual_income":160000.0},"3555":{"employment_length":6,"home_ownership":"RENT","zip_code":"905xx","address_state":"CA","earliest_credit_line":2007,"annual_income":92534.0},"3556":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"198xx","address_state":"DE","earliest_credit_line":1996,"annual_income":100000.0},"3557":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":98000.0},"3558":{"employment_length":10,"home_ownership":"OWN","zip_code":"934xx","address_state":"CA","earliest_credit_line":1985,"annual_income":119000.0},"3559":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":1980,"annual_income":98000.0},"3560":{"employment_length":1,"home_ownership":"RENT","zip_code":"602xx","address_state":"IL","earliest_credit_line":1997,"annual_income":250000.0},"3561":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":2001,"annual_income":100000.0},"3562":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":1988,"annual_income":120000.0},"3563":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1998,"annual_income":100000.0},"3564":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"AK","earliest_credit_line":1994,"annual_income":106000.0},"3565":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1998,"annual_income":120000.0},"3566":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":230000.0},"3567":{"employment_length":8,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1998,"annual_income":110000.0},"3568":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1982,"annual_income":150000.0},"3569":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2001,"annual_income":114000.0},"3570":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"993xx","address_state":"WA","earliest_credit_line":2002,"annual_income":94000.0},"3571":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1998,"annual_income":100000.0},"3572":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1986,"annual_income":98000.0},"3573":{"employment_length":10,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1998,"annual_income":175000.0},"3574":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"812xx","address_state":"CO","earliest_credit_line":1998,"annual_income":110000.0},"3575":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1988,"annual_income":110000.0},"3576":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"748xx","address_state":"OK","earliest_credit_line":2001,"annual_income":93000.0},"3577":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1995,"annual_income":106000.0},"3578":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":2006,"annual_income":130000.0},"3579":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1993,"annual_income":115000.0},"3580":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1997,"annual_income":107000.0},"3581":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1995,"annual_income":100000.0},"3582":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":1995,"annual_income":92000.0},"3583":{"employment_length":9,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":170000.0},"3584":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"722xx","address_state":"AR","earliest_credit_line":1984,"annual_income":235000.0},"3585":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1982,"annual_income":95000.0},"3586":{"employment_length":10,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1994,"annual_income":123000.0},"3587":{"employment_length":4,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2005,"annual_income":100000.0},"3588":{"employment_length":10,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":127000.0},"3589":{"employment_length":2,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":2002,"annual_income":105000.0},"3590":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"290xx","address_state":"SC","earliest_credit_line":1984,"annual_income":162700.0},"3591":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1989,"annual_income":144000.0},"3592":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"791xx","address_state":"TX","earliest_credit_line":2000,"annual_income":100000.0},"3593":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1996,"annual_income":140000.0},"3594":{"employment_length":10,"home_ownership":"RENT","zip_code":"553xx","address_state":"MN","earliest_credit_line":1993,"annual_income":113000.0},"3595":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"970xx","address_state":"OR","earliest_credit_line":1976,"annual_income":185000.0},"3596":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1992,"annual_income":105000.0},"3597":{"employment_length":5,"home_ownership":"RENT","zip_code":"114xx","address_state":"NY","earliest_credit_line":2000,"annual_income":107000.0},"3598":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1984,"annual_income":162000.0},"3599":{"employment_length":10,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1988,"annual_income":91155.0},"3600":{"employment_length":4,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2003,"annual_income":102000.0},"3601":{"employment_length":7,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1999,"annual_income":100280.0},"3602":{"employment_length":10,"home_ownership":"OWN","zip_code":"925xx","address_state":"CA","earliest_credit_line":1992,"annual_income":93000.0},"3603":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1989,"annual_income":125000.0},"3604":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"151xx","address_state":"PA","earliest_credit_line":1997,"annual_income":100000.0},"3605":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1995,"annual_income":120000.0},"3606":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2004,"annual_income":120000.0},"3607":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"461xx","address_state":"IN","earliest_credit_line":1993,"annual_income":155000.0},"3608":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1999,"annual_income":138000.0},"3609":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"294xx","address_state":"SC","earliest_credit_line":1986,"annual_income":127000.0},"3610":{"employment_length":10,"home_ownership":"OWN","zip_code":"200xx","address_state":"DC","earliest_credit_line":1999,"annual_income":115731.0},"3611":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"199xx","address_state":"DE","earliest_credit_line":2000,"annual_income":110000.0},"3612":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"401xx","address_state":"KY","earliest_credit_line":1991,"annual_income":120760.0},"3613":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":180000.0},"3614":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":2002,"annual_income":100000.0},"3615":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":2001,"annual_income":100000.0},"3616":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"110xx","address_state":"NY","earliest_credit_line":1996,"annual_income":155000.0},"3617":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"134xx","address_state":"NY","earliest_credit_line":1992,"annual_income":117000.0},"3618":{"employment_length":5,"home_ownership":"RENT","zip_code":"156xx","address_state":"PA","earliest_credit_line":2005,"annual_income":93000.0},"3619":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1996,"annual_income":170000.0},"3620":{"employment_length":3,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":120000.0},"3621":{"employment_length":10,"home_ownership":"RENT","zip_code":"108xx","address_state":"NY","earliest_credit_line":1998,"annual_income":145000.0},"3622":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1993,"annual_income":140000.0},"3623":{"employment_length":10,"home_ownership":"OWN","zip_code":"490xx","address_state":"MI","earliest_credit_line":1992,"annual_income":129000.0},"3624":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1999,"annual_income":130000.0},"3625":{"employment_length":10,"home_ownership":"RENT","zip_code":"338xx","address_state":"FL","earliest_credit_line":1997,"annual_income":95000.0},"3626":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1985,"annual_income":100000.0},"3627":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1995,"annual_income":115000.0},"3628":{"employment_length":5,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":1994,"annual_income":93730.0},"3629":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1995,"annual_income":124000.0},"3630":{"employment_length":1,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1994,"annual_income":144000.0},"3631":{"employment_length":4,"home_ownership":"OWN","zip_code":"184xx","address_state":"PA","earliest_credit_line":1989,"annual_income":150000.0},"3632":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":2002,"annual_income":100000.0},"3633":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":2001,"annual_income":103000.0},"3634":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1972,"annual_income":100000.0},"3635":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1996,"annual_income":102000.0},"3636":{"employment_length":5,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":97000.0},"3637":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1992,"annual_income":100000.0},"3638":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1990,"annual_income":106000.0},"3639":{"employment_length":1,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":1994,"annual_income":120000.0},"3640":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1997,"annual_income":120000.0},"3641":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1990,"annual_income":100000.0},"3642":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":110000.0},"3643":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"297xx","address_state":"SC","earliest_credit_line":2000,"annual_income":96000.0},"3644":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1999,"annual_income":100000.0},"3645":{"employment_length":7,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1996,"annual_income":111000.0},"3646":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":154000.0},"3647":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"936xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"3648":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":115000.0},"3649":{"employment_length":10,"home_ownership":"RENT","zip_code":"452xx","address_state":"OH","earliest_credit_line":1995,"annual_income":107102.0},"3650":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"816xx","address_state":"CO","earliest_credit_line":2000,"annual_income":100000.0},"3651":{"employment_length":6,"home_ownership":"RENT","zip_code":"442xx","address_state":"OH","earliest_credit_line":1996,"annual_income":93000.0},"3652":{"employment_length":2,"home_ownership":"OWN","zip_code":"103xx","address_state":"NY","earliest_credit_line":2002,"annual_income":190000.0},"3653":{"employment_length":1,"home_ownership":"RENT","zip_code":"085xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":105000.0},"3654":{"employment_length":4,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1995,"annual_income":105000.0},"3655":{"employment_length":9,"home_ownership":"RENT","zip_code":"301xx","address_state":"GA","earliest_credit_line":1996,"annual_income":136000.0},"3656":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1984,"annual_income":150000.0},"3657":{"employment_length":10,"home_ownership":"RENT","zip_code":"604xx","address_state":"IL","earliest_credit_line":1996,"annual_income":95000.0},"3658":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":99300.0},"3659":{"employment_length":3,"home_ownership":"OWN","zip_code":"465xx","address_state":"IN","earliest_credit_line":2000,"annual_income":95000.0},"3660":{"employment_length":10,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1998,"annual_income":140000.0},"3661":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1996,"annual_income":130000.0},"3662":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":200000.0},"3663":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"063xx","address_state":"CT","earliest_credit_line":2000,"annual_income":96000.0},"3664":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2002,"annual_income":130000.0},"3665":{"employment_length":4,"home_ownership":"RENT","zip_code":"786xx","address_state":"TX","earliest_credit_line":2007,"annual_income":98000.0},"3666":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1985,"annual_income":156000.0},"3667":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1999,"annual_income":120000.0},"3668":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1982,"annual_income":150000.0},"3669":{"employment_length":7,"home_ownership":"OWN","zip_code":"208xx","address_state":"MD","earliest_credit_line":2003,"annual_income":95000.0},"3670":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1992,"annual_income":120000.0},"3671":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1999,"annual_income":95000.0},"3672":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":2001,"annual_income":115300.0},"3673":{"employment_length":6,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":120000.0},"3674":{"employment_length":2,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":1993,"annual_income":225000.0},"3675":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1990,"annual_income":96132.0},"3676":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1988,"annual_income":125000.0},"3677":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1997,"annual_income":100000.0},"3678":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1998,"annual_income":105000.0},"3679":{"employment_length":10,"home_ownership":"RENT","zip_code":"919xx","address_state":"CA","earliest_credit_line":1998,"annual_income":118200.0},"3680":{"employment_length":10,"home_ownership":"RENT","zip_code":"029xx","address_state":"RI","earliest_credit_line":1992,"annual_income":95000.0},"3681":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":150000.0},"3682":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1989,"annual_income":145000.0},"3683":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":1976,"annual_income":159996.0},"3684":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1993,"annual_income":260000.0},"3685":{"employment_length":10,"home_ownership":"RENT","zip_code":"071xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":107000.0},"3686":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"454xx","address_state":"OH","earliest_credit_line":1994,"annual_income":100000.0},"3687":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2001,"annual_income":241000.0},"3688":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1996,"annual_income":97936.0},"3689":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":200000.0},"3690":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":2000,"annual_income":150000.0},"3691":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"156xx","address_state":"PA","earliest_credit_line":1992,"annual_income":95000.0},"3692":{"employment_length":1,"home_ownership":"OWN","zip_code":"446xx","address_state":"OH","earliest_credit_line":1993,"annual_income":97000.0},"3693":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"3694":{"employment_length":10,"home_ownership":"RENT","zip_code":"919xx","address_state":"CA","earliest_credit_line":1988,"annual_income":110000.0},"3695":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1997,"annual_income":165000.0},"3696":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1980,"annual_income":215000.0},"3697":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1992,"annual_income":102045.22},"3698":{"employment_length":6,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2009,"annual_income":95000.0},"3699":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"979xx","address_state":"OR","earliest_credit_line":1988,"annual_income":125000.0},"3700":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1992,"annual_income":115000.0},"3701":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"057xx","address_state":"VT","earliest_credit_line":1998,"annual_income":110000.0},"3702":{"employment_length":7,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":1996,"annual_income":150000.0},"3703":{"employment_length":1,"home_ownership":"OWN","zip_code":"200xx","address_state":"DC","earliest_credit_line":1981,"annual_income":124000.0},"3704":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1996,"annual_income":99000.0},"3705":{"employment_length":5,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2000,"annual_income":95000.0},"3706":{"employment_length":5,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2000,"annual_income":100000.0},"3707":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"128xx","address_state":"NY","earliest_credit_line":1986,"annual_income":130000.0},"3708":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1992,"annual_income":95000.0},"3709":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1989,"annual_income":150000.0},"3710":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1999,"annual_income":151000.0},"3711":{"employment_length":1,"home_ownership":"RENT","zip_code":"197xx","address_state":"DE","earliest_credit_line":1995,"annual_income":100000.0},"3712":{"employment_length":10,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1978,"annual_income":94000.0},"3713":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1982,"annual_income":110000.0},"3714":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"310xx","address_state":"GA","earliest_credit_line":2008,"annual_income":132000.0},"3715":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":115000.0},"3716":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1993,"annual_income":97593.0},"3717":{"employment_length":7,"home_ownership":"RENT","zip_code":"337xx","address_state":"FL","earliest_credit_line":1989,"annual_income":95284.8},"3718":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"637xx","address_state":"MO","earliest_credit_line":1999,"annual_income":95000.0},"3719":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"104xx","address_state":"NY","earliest_credit_line":2000,"annual_income":95000.0},"3720":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1988,"annual_income":151000.0},"3721":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":100000.0},"3722":{"employment_length":10,"home_ownership":"RENT","zip_code":"305xx","address_state":"GA","earliest_credit_line":1988,"annual_income":100000.0},"3723":{"employment_length":2,"home_ownership":"RENT","zip_code":"972xx","address_state":"OR","earliest_credit_line":1987,"annual_income":120000.0},"3724":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"482xx","address_state":"MI","earliest_credit_line":1988,"annual_income":95000.0},"3725":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1985,"annual_income":155000.0},"3726":{"employment_length":4,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":132000.0},"3727":{"employment_length":6,"home_ownership":"NONE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1984,"annual_income":150000.0},"3728":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1988,"annual_income":101500.0},"3729":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"711xx","address_state":"LA","earliest_credit_line":1996,"annual_income":115000.0},"3730":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2001,"annual_income":100000.0},"3731":{"employment_length":3,"home_ownership":"RENT","zip_code":"229xx","address_state":"VA","earliest_credit_line":2002,"annual_income":110000.0},"3732":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1998,"annual_income":97500.0},"3733":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1997,"annual_income":104000.0},"3734":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1993,"annual_income":100000.0},"3735":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"357xx","address_state":"AL","earliest_credit_line":1992,"annual_income":99786.0},"3736":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"341xx","address_state":"FL","earliest_credit_line":1972,"annual_income":155000.0},"3737":{"employment_length":1,"home_ownership":"RENT","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":140000.0},"3738":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1988,"annual_income":135000.0},"3739":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1994,"annual_income":140909.0},"3740":{"employment_length":2,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2001,"annual_income":150000.0},"3741":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1969,"annual_income":240000.0},"3742":{"employment_length":2,"home_ownership":"RENT","zip_code":"922xx","address_state":"CA","earliest_credit_line":2001,"annual_income":135000.0},"3743":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2000,"annual_income":92000.0},"3744":{"employment_length":2,"home_ownership":"OWN","zip_code":"220xx","address_state":"VA","earliest_credit_line":1999,"annual_income":300000.0},"3745":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1986,"annual_income":144000.0},"3746":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1999,"annual_income":105000.0},"3747":{"employment_length":2,"home_ownership":"RENT","zip_code":"452xx","address_state":"OH","earliest_credit_line":1993,"annual_income":113000.0},"3748":{"employment_length":7,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1965,"annual_income":108000.0},"3749":{"employment_length":4,"home_ownership":"OWN","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"3750":{"employment_length":1,"home_ownership":"RENT","zip_code":"462xx","address_state":"IN","earliest_credit_line":1991,"annual_income":116000.0},"3751":{"employment_length":6,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1999,"annual_income":135000.0},"3752":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1995,"annual_income":132000.0},"3753":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1984,"annual_income":150000.0},"3754":{"employment_length":10,"home_ownership":"OWN","zip_code":"363xx","address_state":"AL","earliest_credit_line":1981,"annual_income":159000.0},"3755":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"777xx","address_state":"TX","earliest_credit_line":1997,"annual_income":127000.0},"3756":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1996,"annual_income":101400.0},"3757":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1995,"annual_income":92000.0},"3758":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"974xx","address_state":"OR","earliest_credit_line":1998,"annual_income":109000.0},"3759":{"employment_length":2,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1998,"annual_income":170000.0},"3760":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":120000.0},"3761":{"employment_length":10,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":2004,"annual_income":125000.0},"3762":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":134000.0},"3763":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1994,"annual_income":105000.0},"3764":{"employment_length":10,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1999,"annual_income":114020.0},"3765":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"107xx","address_state":"NY","earliest_credit_line":2001,"annual_income":127000.0},"3766":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"992xx","address_state":"WA","earliest_credit_line":1988,"annual_income":110000.0},"3767":{"employment_length":3,"home_ownership":"RENT","zip_code":"287xx","address_state":"SC","earliest_credit_line":1992,"annual_income":110372.0},"3768":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1996,"annual_income":120000.0},"3769":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1996,"annual_income":94411.0},"3770":{"employment_length":8,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":2002,"annual_income":95000.0},"3771":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1995,"annual_income":103000.0},"3772":{"employment_length":1,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2001,"annual_income":100000.0},"3773":{"employment_length":2,"home_ownership":"RENT","zip_code":"282xx","address_state":"NC","earliest_credit_line":1975,"annual_income":95000.0},"3774":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":95000.0},"3775":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1996,"annual_income":96500.0},"3776":{"employment_length":7,"home_ownership":"RENT","zip_code":"210xx","address_state":"MD","earliest_credit_line":1998,"annual_income":130000.0},"3777":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1986,"annual_income":127000.0},"3778":{"employment_length":10,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":1998,"annual_income":96000.0},"3779":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"294xx","address_state":"SC","earliest_credit_line":2002,"annual_income":110000.0},"3780":{"employment_length":3,"home_ownership":"RENT","zip_code":"760xx","address_state":"TX","earliest_credit_line":1998,"annual_income":108000.0},"3781":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1995,"annual_income":110000.0},"3782":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1999,"annual_income":120000.0},"3783":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"952xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"3784":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"273xx","address_state":"NC","earliest_credit_line":1992,"annual_income":115000.0},"3785":{"employment_length":10,"home_ownership":"OWN","zip_code":"335xx","address_state":"FL","earliest_credit_line":1994,"annual_income":105000.0},"3786":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1991,"annual_income":95000.0},"3787":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"180xx","address_state":"PA","earliest_credit_line":1996,"annual_income":98000.0},"3788":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"435xx","address_state":"OH","earliest_credit_line":2003,"annual_income":145000.0},"3789":{"employment_length":10,"home_ownership":"OWN","zip_code":"210xx","address_state":"MD","earliest_credit_line":1990,"annual_income":128000.0},"3790":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1988,"annual_income":154000.0},"3791":{"employment_length":2,"home_ownership":"RENT","zip_code":"933xx","address_state":"CA","earliest_credit_line":1995,"annual_income":115000.0},"3792":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1999,"annual_income":95000.0},"3793":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":135000.0},"3794":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"071xx","address_state":"NJ","earliest_credit_line":1988,"annual_income":94600.0},"3795":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"323xx","address_state":"FL","earliest_credit_line":1994,"annual_income":135500.0},"3796":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1999,"annual_income":125000.0},"3797":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"153xx","address_state":"PA","earliest_credit_line":1995,"annual_income":105000.0},"3798":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1987,"annual_income":201000.0},"3799":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1998,"annual_income":115000.0},"3800":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":228000.0},"3801":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1997,"annual_income":102000.0},"3802":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1999,"annual_income":245000.0},"3803":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"783xx","address_state":"TX","earliest_credit_line":1998,"annual_income":100000.0},"3804":{"employment_length":7,"home_ownership":"RENT","zip_code":"774xx","address_state":"TX","earliest_credit_line":1998,"annual_income":100000.0},"3805":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1988,"annual_income":100000.0},"3806":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1988,"annual_income":168000.0},"3807":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"706xx","address_state":"LA","earliest_credit_line":1999,"annual_income":118000.0},"3808":{"employment_length":5,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2000,"annual_income":105000.0},"3809":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":95000.0},"3810":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"231xx","address_state":"VA","earliest_credit_line":1984,"annual_income":110000.0},"3811":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1983,"annual_income":101000.0},"3812":{"employment_length":10,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2000,"annual_income":112000.0},"3813":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"284xx","address_state":"NC","earliest_credit_line":1993,"annual_income":127000.0},"3814":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1991,"annual_income":95000.0},"3815":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1984,"annual_income":100000.0},"3816":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":2004,"annual_income":175000.0},"3817":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1997,"annual_income":135000.0},"3818":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1989,"annual_income":160000.0},"3819":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"602xx","address_state":"IL","earliest_credit_line":2006,"annual_income":110000.0},"3820":{"employment_length":1,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":2000,"annual_income":190000.0},"3821":{"employment_length":9,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":97400.0},"3822":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1985,"annual_income":113000.0},"3823":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":2001,"annual_income":95000.0},"3824":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"056xx","address_state":"VT","earliest_credit_line":1994,"annual_income":100000.0},"3825":{"employment_length":2,"home_ownership":"RENT","zip_code":"346xx","address_state":"FL","earliest_credit_line":1998,"annual_income":110000.0},"3826":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":100000.0},"3827":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1999,"annual_income":111113.6},"3828":{"employment_length":1,"home_ownership":"RENT","zip_code":"553xx","address_state":"MN","earliest_credit_line":1998,"annual_income":110000.0},"3829":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1995,"annual_income":91000.0},"3830":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110000.0},"3831":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"870xx","address_state":"NM","earliest_credit_line":1978,"annual_income":106000.0},"3832":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1991,"annual_income":100000.0},"3833":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1989,"annual_income":140000.0},"3834":{"employment_length":6,"home_ownership":"OWN","zip_code":"716xx","address_state":"AR","earliest_credit_line":1993,"annual_income":98500.0},"3835":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"312xx","address_state":"GA","earliest_credit_line":1991,"annual_income":95000.0},"3836":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1996,"annual_income":96000.0},"3837":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1997,"annual_income":101600.0},"3838":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1991,"annual_income":117000.0},"3839":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":160000.0},"3840":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1998,"annual_income":92000.0},"3841":{"employment_length":1,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"3842":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"357xx","address_state":"AL","earliest_credit_line":1995,"annual_income":96900.0},"3843":{"employment_length":4,"home_ownership":"RENT","zip_code":"774xx","address_state":"TX","earliest_credit_line":2003,"annual_income":109000.0},"3844":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"258xx","address_state":"WV","earliest_credit_line":1999,"annual_income":109000.0},"3845":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":2006,"annual_income":150000.0},"3846":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1982,"annual_income":163000.0},"3847":{"employment_length":7,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2006,"annual_income":150000.0},"3848":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"559xx","address_state":"MN","earliest_credit_line":1992,"annual_income":100000.0},"3849":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":1994,"annual_income":250000.0},"3850":{"employment_length":10,"home_ownership":"OWN","zip_code":"107xx","address_state":"NY","earliest_credit_line":2002,"annual_income":120000.0},"3851":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":1997,"annual_income":91520.0},"3852":{"employment_length":10,"home_ownership":"RENT","zip_code":"216xx","address_state":"MD","earliest_credit_line":2000,"annual_income":108000.0},"3853":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"996xx","address_state":"AK","earliest_credit_line":1992,"annual_income":108000.0},"3854":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"317xx","address_state":"GA","earliest_credit_line":1994,"annual_income":92000.0},"3855":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":150000.0},"3856":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"563xx","address_state":"MN","earliest_credit_line":1998,"annual_income":100000.0},"3857":{"employment_length":4,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":2001,"annual_income":94000.0},"3858":{"employment_length":10,"home_ownership":"OWN","zip_code":"010xx","address_state":"MA","earliest_credit_line":1986,"annual_income":125000.0},"3859":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1998,"annual_income":97000.0},"3860":{"employment_length":10,"home_ownership":"RENT","zip_code":"330xx","address_state":"FL","earliest_credit_line":1985,"annual_income":110000.0},"3861":{"employment_length":4,"home_ownership":"RENT","zip_code":"701xx","address_state":"LA","earliest_credit_line":1982,"annual_income":115000.0},"3862":{"employment_length":5,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1995,"annual_income":110000.0},"3863":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1994,"annual_income":141000.0},"3864":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"255xx","address_state":"WV","earliest_credit_line":1999,"annual_income":91000.0},"3865":{"employment_length":10,"home_ownership":"OWN","zip_code":"971xx","address_state":"OR","earliest_credit_line":1996,"annual_income":92000.0},"3866":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":2002,"annual_income":105555.0},"3867":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1995,"annual_income":119000.0},"3868":{"employment_length":4,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2008,"annual_income":112397.0},"3869":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":1997,"annual_income":138000.0},"3870":{"employment_length":2,"home_ownership":"RENT","zip_code":"276xx","address_state":"NC","earliest_credit_line":2004,"annual_income":93500.0},"3871":{"employment_length":4,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":2001,"annual_income":95000.0},"3872":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1999,"annual_income":95000.0},"3873":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1980,"annual_income":182000.0},"3874":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"310xx","address_state":"GA","earliest_credit_line":1999,"annual_income":100000.0},"3875":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1987,"annual_income":100000.0},"3876":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1994,"annual_income":110000.0},"3877":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1992,"annual_income":130000.0},"3878":{"employment_length":8,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1993,"annual_income":192000.0},"3879":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":2000,"annual_income":123000.0},"3880":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"223xx","address_state":"VA","earliest_credit_line":1994,"annual_income":120000.0},"3881":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"494xx","address_state":"MI","earliest_credit_line":1995,"annual_income":100000.0},"3882":{"employment_length":6,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1999,"annual_income":125000.0},"3883":{"employment_length":6,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":2000,"annual_income":98000.0},"3884":{"employment_length":2,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2002,"annual_income":105000.0},"3885":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"894xx","address_state":"NV","earliest_credit_line":1999,"annual_income":200000.0},"3886":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2000,"annual_income":110000.0},"3887":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":100000.0},"3888":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1994,"annual_income":135000.0},"3889":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":110000.0},"3890":{"employment_length":4,"home_ownership":"RENT","zip_code":"020xx","address_state":"MA","earliest_credit_line":1984,"annual_income":112000.0},"3891":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1999,"annual_income":130000.0},"3892":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"560xx","address_state":"MN","earliest_credit_line":1993,"annual_income":120000.0},"3893":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1999,"annual_income":94000.0},"3894":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"488xx","address_state":"MI","earliest_credit_line":1994,"annual_income":110000.0},"3895":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1963,"annual_income":108000.0},"3896":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1977,"annual_income":96644.0},"3897":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":142000.0},"3898":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1996,"annual_income":97000.0},"3899":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1990,"annual_income":183500.0},"3900":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"110xx","address_state":"NY","earliest_credit_line":1984,"annual_income":100000.0},"3901":{"employment_length":2,"home_ownership":"RENT","zip_code":"488xx","address_state":"MI","earliest_credit_line":1997,"annual_income":95000.0},"3902":{"employment_length":10,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1986,"annual_income":93000.0},"3903":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"292xx","address_state":"SC","earliest_credit_line":1988,"annual_income":95000.0},"3904":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1993,"annual_income":116400.0},"3905":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"946xx","address_state":"CA","earliest_credit_line":2002,"annual_income":130000.0},"3906":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"530xx","address_state":"WI","earliest_credit_line":1977,"annual_income":95000.0},"3907":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"778xx","address_state":"TX","earliest_credit_line":1993,"annual_income":125000.0},"3908":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"061xx","address_state":"CT","earliest_credit_line":1996,"annual_income":250000.0},"3909":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"231xx","address_state":"VA","earliest_credit_line":1998,"annual_income":230000.0},"3910":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1992,"annual_income":115000.0},"3911":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":2001,"annual_income":95000.0},"3912":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1995,"annual_income":98400.0},"3913":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"453xx","address_state":"OH","earliest_credit_line":1995,"annual_income":100000.0},"3914":{"employment_length":6,"home_ownership":"OWN","zip_code":"774xx","address_state":"TX","earliest_credit_line":1995,"annual_income":190000.0},"3915":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1977,"annual_income":140000.0},"3916":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"972xx","address_state":"OR","earliest_credit_line":1988,"annual_income":132304.0},"3917":{"employment_length":10,"home_ownership":"RENT","zip_code":"937xx","address_state":"CA","earliest_credit_line":1994,"annual_income":98000.0},"3918":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":2004,"annual_income":130000.0},"3919":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2004,"annual_income":130000.0},"3920":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1989,"annual_income":150000.0},"3921":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"756xx","address_state":"TX","earliest_credit_line":1999,"annual_income":150000.0},"3922":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":110000.0},"3923":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"984xx","address_state":"WA","earliest_credit_line":1985,"annual_income":121571.0},"3924":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1995,"annual_income":103000.0},"3925":{"employment_length":1,"home_ownership":"RENT","zip_code":"701xx","address_state":"LA","earliest_credit_line":2001,"annual_income":110000.0},"3926":{"employment_length":3,"home_ownership":"OWN","zip_code":"351xx","address_state":"AL","earliest_credit_line":1991,"annual_income":117000.0},"3927":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1992,"annual_income":100000.0},"3928":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1992,"annual_income":97000.0},"3929":{"employment_length":4,"home_ownership":"RENT","zip_code":"102xx","address_state":"NY","earliest_credit_line":2004,"annual_income":225000.0},"3930":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":2000,"annual_income":91000.0},"3931":{"employment_length":1,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1994,"annual_income":95000.0},"3932":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1990,"annual_income":115000.0},"3933":{"employment_length":3,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1995,"annual_income":110000.0},"3934":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1997,"annual_income":95000.0},"3935":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1996,"annual_income":115000.0},"3936":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1988,"annual_income":93000.0},"3937":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"038xx","address_state":"NH","earliest_credit_line":1999,"annual_income":105000.0},"3938":{"employment_length":10,"home_ownership":"RENT","zip_code":"020xx","address_state":"MA","earliest_credit_line":1999,"annual_income":91685.0},"3939":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1997,"annual_income":140000.0},"3940":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":100000.0},"3941":{"employment_length":2,"home_ownership":"RENT","zip_code":"029xx","address_state":"RI","earliest_credit_line":1995,"annual_income":95000.0},"3942":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2003,"annual_income":100000.0},"3943":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1999,"annual_income":130000.0},"3944":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1993,"annual_income":92000.0},"3945":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"570xx","address_state":"SD","earliest_credit_line":1979,"annual_income":97000.0},"3946":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1995,"annual_income":217000.0},"3947":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1997,"annual_income":108216.0},"3948":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":100000.0},"3949":{"employment_length":10,"home_ownership":"RENT","zip_code":"230xx","address_state":"VA","earliest_credit_line":1993,"annual_income":96372.0},"3950":{"employment_length":5,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":99635.0},"3951":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1982,"annual_income":105000.0},"3952":{"employment_length":4,"home_ownership":"RENT","zip_code":"197xx","address_state":"DE","earliest_credit_line":1997,"annual_income":105000.0},"3953":{"employment_length":5,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1991,"annual_income":94500.0},"3954":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"022xx","address_state":"MA","earliest_credit_line":1999,"annual_income":160000.0},"3955":{"employment_length":5,"home_ownership":"RENT","zip_code":"325xx","address_state":"FL","earliest_credit_line":2003,"annual_income":119600.0},"3956":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":2000,"annual_income":92203.0},"3957":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"338xx","address_state":"FL","earliest_credit_line":1989,"annual_income":96000.0},"3958":{"employment_length":10,"home_ownership":"OWN","zip_code":"112xx","address_state":"NY","earliest_credit_line":1991,"annual_income":150000.0},"3959":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1999,"annual_income":95000.0},"3960":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1981,"annual_income":140000.0},"3961":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":1999,"annual_income":257000.0},"3962":{"employment_length":10,"home_ownership":"OWN","zip_code":"601xx","address_state":"IL","earliest_credit_line":1983,"annual_income":100000.0},"3963":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"273xx","address_state":"NC","earliest_credit_line":1992,"annual_income":94000.0},"3964":{"employment_length":5,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1994,"annual_income":117000.0},"3965":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1996,"annual_income":180000.0},"3966":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1982,"annual_income":91000.0},"3967":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1989,"annual_income":95000.0},"3968":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"015xx","address_state":"MA","earliest_credit_line":2005,"annual_income":120000.0},"3969":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"453xx","address_state":"OH","earliest_credit_line":1994,"annual_income":115000.0},"3970":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"3971":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1995,"annual_income":125000.0},"3972":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1998,"annual_income":100000.0},"3973":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":125000.0},"3974":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1996,"annual_income":99000.0},"3975":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":2004,"annual_income":112000.0},"3976":{"employment_length":10,"home_ownership":"OWN","zip_code":"704xx","address_state":"LA","earliest_credit_line":1993,"annual_income":96000.0},"3977":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1997,"annual_income":100000.0},"3978":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2006,"annual_income":110000.0},"3979":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":1985,"annual_income":195000.0},"3980":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":130000.0},"3981":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":2005,"annual_income":100000.0},"3982":{"employment_length":5,"home_ownership":"RENT","zip_code":"024xx","address_state":"MA","earliest_credit_line":2000,"annual_income":106000.0},"3983":{"employment_length":10,"home_ownership":"RENT","zip_code":"488xx","address_state":"MI","earliest_credit_line":1999,"annual_income":95000.0},"3984":{"employment_length":1,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2007,"annual_income":95000.0},"3985":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2001,"annual_income":100000.0},"3986":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"158xx","address_state":"PA","earliest_credit_line":2001,"annual_income":105000.0},"3987":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":2001,"annual_income":101986.0},"3988":{"employment_length":5,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":2000,"annual_income":105000.0},"3989":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"273xx","address_state":"NC","earliest_credit_line":1999,"annual_income":96000.0},"3990":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1989,"annual_income":105450.0},"3991":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1984,"annual_income":102000.0},"3992":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"549xx","address_state":"WI","earliest_credit_line":1999,"annual_income":100000.0},"3993":{"employment_length":3,"home_ownership":"RENT","zip_code":"775xx","address_state":"TX","earliest_credit_line":2007,"annual_income":112000.0},"3994":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"757xx","address_state":"TX","earliest_credit_line":1989,"annual_income":105000.0},"3995":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1985,"annual_income":192000.0},"3996":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"457xx","address_state":"OH","earliest_credit_line":1998,"annual_income":96000.0},"3997":{"employment_length":1,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2000,"annual_income":92500.0},"3998":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1990,"annual_income":120000.0},"3999":{"employment_length":1,"home_ownership":"OWN","zip_code":"453xx","address_state":"OH","earliest_credit_line":1999,"annual_income":98000.0},"4000":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":113000.0},"4001":{"employment_length":1,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":95000.0},"4002":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":120000.0},"4003":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"999xx","address_state":"AK","earliest_credit_line":1998,"annual_income":91000.0},"4004":{"employment_length":3,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1999,"annual_income":115000.0},"4005":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":2001,"annual_income":185000.0},"4006":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":2002,"annual_income":141200.0},"4007":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1997,"annual_income":180000.0},"4008":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"4009":{"employment_length":6,"home_ownership":"OWN","zip_code":"998xx","address_state":"AK","earliest_credit_line":2003,"annual_income":92000.0},"4010":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":235000.0},"4011":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1995,"annual_income":100000.0},"4012":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1999,"annual_income":98000.0},"4013":{"employment_length":7,"home_ownership":"RENT","zip_code":"915xx","address_state":"CA","earliest_credit_line":2002,"annual_income":108000.0},"4014":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":1980,"annual_income":105000.0},"4015":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":1988,"annual_income":100000.0},"4016":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1999,"annual_income":94500.0},"4017":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1995,"annual_income":98000.0},"4018":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1996,"annual_income":137000.0},"4019":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1984,"annual_income":112000.0},"4020":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":122500.0},"4021":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"754xx","address_state":"TX","earliest_credit_line":1999,"annual_income":95000.0},"4022":{"employment_length":3,"home_ownership":"OWN","zip_code":"021xx","address_state":"MA","earliest_credit_line":1999,"annual_income":416000.0},"4023":{"employment_length":5,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1988,"annual_income":300000.0},"4024":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1998,"annual_income":93000.0},"4025":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1998,"annual_income":120000.0},"4026":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1999,"annual_income":102000.0},"4027":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"436xx","address_state":"OH","earliest_credit_line":1973,"annual_income":102000.0},"4028":{"employment_length":9,"home_ownership":"RENT","zip_code":"923xx","address_state":"CA","earliest_credit_line":1996,"annual_income":125000.0},"4029":{"employment_length":5,"home_ownership":"OWN","zip_code":"953xx","address_state":"CA","earliest_credit_line":1995,"annual_income":143613.0},"4030":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"183xx","address_state":"PA","earliest_credit_line":1996,"annual_income":165000.0},"4031":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"114xx","address_state":"NY","earliest_credit_line":1997,"annual_income":95000.0},"4032":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1993,"annual_income":142000.0},"4033":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1985,"annual_income":95000.0},"4034":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1990,"annual_income":103458.0},"4035":{"employment_length":10,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1999,"annual_income":104000.0},"4036":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1986,"annual_income":110000.0},"4037":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"281xx","address_state":"NC","earliest_credit_line":2001,"annual_income":125000.0},"4038":{"employment_length":1,"home_ownership":"OWN","zip_code":"605xx","address_state":"IL","earliest_credit_line":1990,"annual_income":300000.0},"4039":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":93000.0},"4040":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"498xx","address_state":"MI","earliest_credit_line":1991,"annual_income":99000.0},"4041":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"820xx","address_state":"WY","earliest_credit_line":1993,"annual_income":113000.0},"4042":{"employment_length":10,"home_ownership":"RENT","zip_code":"446xx","address_state":"OH","earliest_credit_line":1992,"annual_income":102000.0},"4043":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1986,"annual_income":135000.0},"4044":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1996,"annual_income":150000.0},"4045":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1999,"annual_income":125000.0},"4046":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"984xx","address_state":"WA","earliest_credit_line":1995,"annual_income":180000.0},"4047":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1993,"annual_income":93000.0},"4048":{"employment_length":2,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2008,"annual_income":105000.0},"4049":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1996,"annual_income":114000.0},"4050":{"employment_length":3,"home_ownership":"RENT","zip_code":"310xx","address_state":"GA","earliest_credit_line":1999,"annual_income":95000.0},"4051":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1993,"annual_income":95000.0},"4052":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1998,"annual_income":95000.0},"4053":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"565xx","address_state":"MN","earliest_credit_line":1998,"annual_income":100000.0},"4054":{"employment_length":1,"home_ownership":"RENT","zip_code":"701xx","address_state":"LA","earliest_credit_line":2005,"annual_income":103000.0},"4055":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1988,"annual_income":125000.0},"4056":{"employment_length":3,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2004,"annual_income":145000.0},"4057":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1999,"annual_income":188000.0},"4058":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1984,"annual_income":139560.0},"4059":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"338xx","address_state":"FL","earliest_credit_line":1986,"annual_income":103000.0},"4060":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1992,"annual_income":91500.0},"4061":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1994,"annual_income":93172.0},"4062":{"employment_length":2,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":2000,"annual_income":123219.0},"4063":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1995,"annual_income":105000.0},"4064":{"employment_length":3,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":2008,"annual_income":100000.0},"4065":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1989,"annual_income":117000.0},"4066":{"employment_length":1,"home_ownership":"RENT","zip_code":"105xx","address_state":"NY","earliest_credit_line":1997,"annual_income":385000.0},"4067":{"employment_length":10,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1985,"annual_income":104000.0},"4068":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1999,"annual_income":135000.0},"4069":{"employment_length":5,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1998,"annual_income":98000.0},"4070":{"employment_length":3,"home_ownership":"RENT","zip_code":"923xx","address_state":"CA","earliest_credit_line":1998,"annual_income":150000.0},"4071":{"employment_length":6,"home_ownership":"RENT","zip_code":"660xx","address_state":"KS","earliest_credit_line":1994,"annual_income":92000.0},"4072":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1993,"annual_income":188000.0},"4073":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1997,"annual_income":163000.0},"4074":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":1990,"annual_income":100000.0},"4075":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1999,"annual_income":102000.0},"4076":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":2000,"annual_income":96000.0},"4077":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":2000,"annual_income":98000.0},"4078":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":150000.0},"4079":{"employment_length":4,"home_ownership":"RENT","zip_code":"773xx","address_state":"TX","earliest_credit_line":2009,"annual_income":100000.0},"4080":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1997,"annual_income":135000.0},"4081":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1996,"annual_income":180000.0},"4082":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1994,"annual_income":95000.0},"4083":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1993,"annual_income":100000.0},"4084":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2002,"annual_income":105000.0},"4085":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"104xx","address_state":"NY","earliest_credit_line":1987,"annual_income":103000.0},"4086":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1988,"annual_income":130000.0},"4087":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2001,"annual_income":91380.0},"4088":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1990,"annual_income":184000.0},"4089":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1992,"annual_income":100000.0},"4090":{"employment_length":10,"home_ownership":"OWN","zip_code":"201xx","address_state":"VA","earliest_credit_line":1986,"annual_income":186000.0},"4091":{"employment_length":0,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1982,"annual_income":129399.0},"4092":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"191xx","address_state":"PA","earliest_credit_line":1988,"annual_income":155000.0},"4093":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"875xx","address_state":"NM","earliest_credit_line":2001,"annual_income":105000.0},"4094":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1981,"annual_income":100000.0},"4095":{"employment_length":1,"home_ownership":"RENT","zip_code":"992xx","address_state":"WA","earliest_credit_line":2007,"annual_income":115000.0},"4096":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":105600.0},"4097":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"895xx","address_state":"NV","earliest_credit_line":1999,"annual_income":125000.0},"4098":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1991,"annual_income":185900.0},"4099":{"employment_length":4,"home_ownership":"RENT","zip_code":"708xx","address_state":"LA","earliest_credit_line":1996,"annual_income":96000.0},"4100":{"employment_length":10,"home_ownership":"RENT","zip_code":"481xx","address_state":"MI","earliest_credit_line":1998,"annual_income":100000.0},"4101":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":2000,"annual_income":101500.0},"4102":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":115000.0},"4103":{"employment_length":7,"home_ownership":"OWN","zip_code":"917xx","address_state":"CA","earliest_credit_line":1974,"annual_income":96000.0},"4104":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1985,"annual_income":94606.0},"4105":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1982,"annual_income":125000.0},"4106":{"employment_length":10,"home_ownership":"OWN","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1976,"annual_income":108330.0},"4107":{"employment_length":10,"home_ownership":"OWN","zip_code":"928xx","address_state":"CA","earliest_credit_line":2004,"annual_income":112000.0},"4108":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1978,"annual_income":91500.0},"4109":{"employment_length":10,"home_ownership":"OWN","zip_code":"535xx","address_state":"WI","earliest_credit_line":1998,"annual_income":125000.0},"4110":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1982,"annual_income":91596.0},"4111":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1990,"annual_income":102000.0},"4112":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1994,"annual_income":101000.0},"4113":{"employment_length":10,"home_ownership":"OWN","zip_code":"302xx","address_state":"GA","earliest_credit_line":1999,"annual_income":95000.0},"4114":{"employment_length":3,"home_ownership":"RENT","zip_code":"210xx","address_state":"MD","earliest_credit_line":1997,"annual_income":92000.0},"4115":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"4116":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1991,"annual_income":130000.0},"4117":{"employment_length":7,"home_ownership":"OWN","zip_code":"921xx","address_state":"CA","earliest_credit_line":1994,"annual_income":109250.0},"4118":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"198xx","address_state":"DE","earliest_credit_line":1995,"annual_income":101000.0},"4119":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":2004,"annual_income":98650.0},"4120":{"employment_length":10,"home_ownership":"RENT","zip_code":"144xx","address_state":"NY","earliest_credit_line":1983,"annual_income":92000.0},"4121":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1994,"annual_income":145000.0},"4122":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1997,"annual_income":101900.0},"4123":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1990,"annual_income":130000.0},"4124":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"078xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":117000.0},"4125":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2000,"annual_income":197000.0},"4126":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"731xx","address_state":"OK","earliest_credit_line":1992,"annual_income":96000.0},"4127":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1990,"annual_income":120000.0},"4128":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1987,"annual_income":100000.0},"4129":{"employment_length":8,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":165600.0},"4130":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1998,"annual_income":105000.0},"4131":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1997,"annual_income":250000.0},"4132":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1992,"annual_income":110000.0},"4133":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":1984,"annual_income":220000.0},"4134":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1987,"annual_income":125000.0},"4135":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1993,"annual_income":157000.0},"4136":{"employment_length":10,"home_ownership":"RENT","zip_code":"760xx","address_state":"TX","earliest_credit_line":1995,"annual_income":120000.0},"4137":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1991,"annual_income":200000.0},"4138":{"employment_length":7,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2004,"annual_income":100000.0},"4139":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1994,"annual_income":110000.0},"4140":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1984,"annual_income":132000.0},"4141":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"4142":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1999,"annual_income":100000.0},"4143":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1999,"annual_income":101769.0},"4144":{"employment_length":8,"home_ownership":"RENT","zip_code":"275xx","address_state":"NC","earliest_credit_line":2006,"annual_income":98000.0},"4145":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1999,"annual_income":110000.0},"4146":{"employment_length":6,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1999,"annual_income":110000.0},"4147":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1984,"annual_income":100000.0},"4148":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1987,"annual_income":98000.0},"4149":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":1997,"annual_income":165000.0},"4150":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"779xx","address_state":"TX","earliest_credit_line":1995,"annual_income":116000.0},"4151":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1982,"annual_income":92000.0},"4152":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":98000.0},"4153":{"employment_length":2,"home_ownership":"RENT","zip_code":"600xx","address_state":"IL","earliest_credit_line":2008,"annual_income":450000.0},"4154":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"990xx","address_state":"WA","earliest_credit_line":1999,"annual_income":102000.0},"4155":{"employment_length":1,"home_ownership":"RENT","zip_code":"787xx","address_state":"TX","earliest_credit_line":2001,"annual_income":140000.0},"4156":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1999,"annual_income":120000.0},"4157":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":1992,"annual_income":150000.0},"4158":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"484xx","address_state":"MI","earliest_credit_line":2000,"annual_income":97200.0},"4159":{"employment_length":10,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":1997,"annual_income":117000.0},"4160":{"employment_length":10,"home_ownership":"RENT","zip_code":"028xx","address_state":"RI","earliest_credit_line":1987,"annual_income":94000.0},"4161":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1991,"annual_income":100000.0},"4162":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"535xx","address_state":"WI","earliest_credit_line":1983,"annual_income":125000.0},"4163":{"employment_length":1,"home_ownership":"RENT","zip_code":"405xx","address_state":"KY","earliest_credit_line":2006,"annual_income":210000.0},"4164":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"612xx","address_state":"IL","earliest_credit_line":1999,"annual_income":92000.0},"4165":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"784xx","address_state":"TX","earliest_credit_line":1995,"annual_income":99000.0},"4166":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":101000.0},"4167":{"employment_length":1,"home_ownership":"RENT","zip_code":"801xx","address_state":"CO","earliest_credit_line":1998,"annual_income":130000.0},"4168":{"employment_length":0,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1994,"annual_income":132000.0},"4169":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":106000.0},"4170":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2004,"annual_income":120000.0},"4171":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"946xx","address_state":"CA","earliest_credit_line":1999,"annual_income":150000.0},"4172":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1960,"annual_income":170000.0},"4173":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1995,"annual_income":110000.0},"4174":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"620xx","address_state":"IL","earliest_credit_line":2000,"annual_income":150000.0},"4175":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1994,"annual_income":117000.0},"4176":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"911xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"4177":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1991,"annual_income":105000.0},"4178":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1991,"annual_income":112000.0},"4179":{"employment_length":10,"home_ownership":"RENT","zip_code":"925xx","address_state":"CA","earliest_credit_line":1999,"annual_income":95000.0},"4180":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1994,"annual_income":163000.0},"4181":{"employment_length":1,"home_ownership":"RENT","zip_code":"947xx","address_state":"CA","earliest_credit_line":1991,"annual_income":115000.0},"4182":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2005,"annual_income":120000.0},"4183":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"984xx","address_state":"WA","earliest_credit_line":2000,"annual_income":127000.0},"4184":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1990,"annual_income":160000.0},"4185":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2000,"annual_income":104000.0},"4186":{"employment_length":3,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1998,"annual_income":93500.0},"4187":{"employment_length":10,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1986,"annual_income":215000.0},"4188":{"employment_length":10,"home_ownership":"OWN","zip_code":"104xx","address_state":"NY","earliest_credit_line":1994,"annual_income":110000.0},"4189":{"employment_length":6,"home_ownership":"OWN","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":120000.0},"4190":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":121000.0},"4191":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1996,"annual_income":95000.0},"4192":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1998,"annual_income":103000.0},"4193":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":215000.0},"4194":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"071xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":100000.0},"4195":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2001,"annual_income":105000.0},"4196":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":2006,"annual_income":98000.0},"4197":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1993,"annual_income":145000.0},"4198":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1994,"annual_income":93000.0},"4199":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1984,"annual_income":130000.0},"4200":{"employment_length":1,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2000,"annual_income":104000.0},"4201":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1990,"annual_income":130000.0},"4202":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":2001,"annual_income":100000.0},"4203":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1998,"annual_income":250000.0},"4204":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"121xx","address_state":"NY","earliest_credit_line":1999,"annual_income":145000.0},"4205":{"employment_length":7,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1996,"annual_income":96000.0},"4206":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1997,"annual_income":160000.0},"4207":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":1988,"annual_income":120000.0},"4208":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1987,"annual_income":95576.0},"4209":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1998,"annual_income":93000.0},"4210":{"employment_length":9,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":2006,"annual_income":390000.0},"4211":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1997,"annual_income":91075.0},"4212":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1996,"annual_income":174000.0},"4213":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"706xx","address_state":"LA","earliest_credit_line":1987,"annual_income":110000.0},"4214":{"employment_length":10,"home_ownership":"OWN","zip_code":"920xx","address_state":"CA","earliest_credit_line":1996,"annual_income":107000.0},"4215":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1978,"annual_income":91000.0},"4216":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1984,"annual_income":110000.0},"4217":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1988,"annual_income":125000.0},"4218":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1995,"annual_income":140000.0},"4219":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1995,"annual_income":115000.0},"4220":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2000,"annual_income":124000.0},"4221":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1992,"annual_income":120000.0},"4222":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1991,"annual_income":95000.0},"4223":{"employment_length":7,"home_ownership":"RENT","zip_code":"106xx","address_state":"NY","earliest_credit_line":2006,"annual_income":110000.0},"4224":{"employment_length":9,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":2001,"annual_income":93500.0},"4225":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"310xx","address_state":"GA","earliest_credit_line":1991,"annual_income":95004.0},"4226":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"431xx","address_state":"OH","earliest_credit_line":2000,"annual_income":101000.0},"4227":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1998,"annual_income":94350.0},"4228":{"employment_length":8,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":1987,"annual_income":135000.0},"4229":{"employment_length":10,"home_ownership":"OWN","zip_code":"775xx","address_state":"TX","earliest_credit_line":1996,"annual_income":110000.0},"4230":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1975,"annual_income":98000.0},"4231":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"597xx","address_state":"MT","earliest_credit_line":1988,"annual_income":97000.0},"4232":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":2001,"annual_income":155000.0},"4233":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1993,"annual_income":106605.0},"4234":{"employment_length":10,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":150000.0},"4235":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1994,"annual_income":125000.0},"4236":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"932xx","address_state":"CA","earliest_credit_line":1987,"annual_income":100951.0},"4237":{"employment_length":4,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":2008,"annual_income":96000.0},"4238":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":95000.0},"4239":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"146xx","address_state":"NY","earliest_credit_line":1994,"annual_income":93000.0},"4240":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1995,"annual_income":150000.0},"4241":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1998,"annual_income":360000.0},"4242":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1993,"annual_income":125000.0},"4243":{"employment_length":10,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":1983,"annual_income":104000.0},"4244":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"313xx","address_state":"GA","earliest_credit_line":1993,"annual_income":97000.0},"4245":{"employment_length":4,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":230000.0},"4246":{"employment_length":10,"home_ownership":"RENT","zip_code":"910xx","address_state":"CA","earliest_credit_line":2004,"annual_income":145000.0},"4247":{"employment_length":5,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1986,"annual_income":124000.0},"4248":{"employment_length":6,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":2000,"annual_income":113725.0},"4249":{"employment_length":4,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":95211.0},"4250":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1999,"annual_income":96850.0},"4251":{"employment_length":8,"home_ownership":"RENT","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":114281.0},"4252":{"employment_length":3,"home_ownership":"RENT","zip_code":"537xx","address_state":"WI","earliest_credit_line":2003,"annual_income":116000.0},"4253":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"493xx","address_state":"MI","earliest_credit_line":1995,"annual_income":98000.0},"4254":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1991,"annual_income":175000.0},"4255":{"employment_length":2,"home_ownership":"OWN","zip_code":"992xx","address_state":"WA","earliest_credit_line":1998,"annual_income":142000.0},"4256":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"025xx","address_state":"MA","earliest_credit_line":1991,"annual_income":134000.0},"4257":{"employment_length":2,"home_ownership":"RENT","zip_code":"140xx","address_state":"NY","earliest_credit_line":1995,"annual_income":95000.0},"4258":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":2003,"annual_income":95000.0},"4259":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2008,"annual_income":135000.0},"4260":{"employment_length":7,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1993,"annual_income":98540.0},"4261":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"235xx","address_state":"VA","earliest_credit_line":1993,"annual_income":102000.0},"4262":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"109xx","address_state":"NY","earliest_credit_line":1993,"annual_income":135000.0},"4263":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":2000,"annual_income":106000.0},"4264":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":141000.0},"4265":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":2000,"annual_income":110000.0},"4266":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1994,"annual_income":110000.0},"4267":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":1992,"annual_income":115000.0},"4268":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":2001,"annual_income":210000.0},"4269":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1998,"annual_income":130000.0},"4270":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1985,"annual_income":117000.0},"4271":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"132xx","address_state":"NY","earliest_credit_line":1977,"annual_income":115000.0},"4272":{"employment_length":3,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2003,"annual_income":175000.0},"4273":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"851xx","address_state":"AZ","earliest_credit_line":1995,"annual_income":92000.0},"4274":{"employment_length":5,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":150000.0},"4275":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"778xx","address_state":"TX","earliest_credit_line":1989,"annual_income":167000.0},"4276":{"employment_length":8,"home_ownership":"RENT","zip_code":"286xx","address_state":"NC","earliest_credit_line":1991,"annual_income":98000.0},"4277":{"employment_length":6,"home_ownership":"RENT","zip_code":"939xx","address_state":"CA","earliest_credit_line":1999,"annual_income":100000.0},"4278":{"employment_length":3,"home_ownership":"RENT","zip_code":"804xx","address_state":"CO","earliest_credit_line":1997,"annual_income":100000.0},"4279":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"131xx","address_state":"NY","earliest_credit_line":1996,"annual_income":109000.0},"4280":{"employment_length":2,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1999,"annual_income":105000.0},"4281":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"232xx","address_state":"VA","earliest_credit_line":1991,"annual_income":95000.0},"4282":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1992,"annual_income":100000.0},"4283":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"231xx","address_state":"VA","earliest_credit_line":1975,"annual_income":130000.0},"4284":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1995,"annual_income":97000.0},"4285":{"employment_length":5,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1997,"annual_income":132000.0},"4286":{"employment_length":10,"home_ownership":"RENT","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":168000.0},"4287":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1994,"annual_income":160000.0},"4288":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":1988,"annual_income":190000.0},"4289":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2008,"annual_income":96600.0},"4290":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1994,"annual_income":128000.0},"4291":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2007,"annual_income":140000.0},"4292":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2006,"annual_income":140000.0},"4293":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1990,"annual_income":135000.0},"4294":{"employment_length":2,"home_ownership":"OWN","zip_code":"981xx","address_state":"WA","earliest_credit_line":1990,"annual_income":98000.0},"4295":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":2000,"annual_income":107000.0},"4296":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1995,"annual_income":185000.0},"4297":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2001,"annual_income":91000.0},"4298":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1988,"annual_income":110000.0},"4299":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"084xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":91000.0},"4300":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":95000.0},"4301":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"973xx","address_state":"OR","earliest_credit_line":1993,"annual_income":92000.0},"4302":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"4303":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":1987,"annual_income":125000.0},"4304":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"156xx","address_state":"PA","earliest_credit_line":1984,"annual_income":105000.0},"4305":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1998,"annual_income":140000.0},"4306":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1997,"annual_income":93000.0},"4307":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":200000.0},"4308":{"employment_length":1,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":1999,"annual_income":95000.0},"4309":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1993,"annual_income":200000.0},"4310":{"employment_length":1,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":2001,"annual_income":100000.0},"4311":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1996,"annual_income":105000.0},"4312":{"employment_length":4,"home_ownership":"OWN","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100000.0},"4313":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1989,"annual_income":100000.0},"4314":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1981,"annual_income":105000.0},"4315":{"employment_length":8,"home_ownership":"RENT","zip_code":"631xx","address_state":"MO","earliest_credit_line":2000,"annual_income":100000.0},"4316":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1994,"annual_income":130000.0},"4317":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"724xx","address_state":"AR","earliest_credit_line":1993,"annual_income":105000.0},"4318":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":91000.0},"4319":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"784xx","address_state":"TX","earliest_credit_line":2000,"annual_income":160000.0},"4320":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":2001,"annual_income":100000.0},"4321":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":2000,"annual_income":147300.0},"4322":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1999,"annual_income":102000.0},"4323":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"4324":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":1994,"annual_income":107000.0},"4325":{"employment_length":4,"home_ownership":"RENT","zip_code":"328xx","address_state":"FL","earliest_credit_line":1995,"annual_income":108000.0},"4326":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1997,"annual_income":125000.0},"4327":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":2003,"annual_income":93000.0},"4328":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":2000,"annual_income":115000.0},"4329":{"employment_length":1,"home_ownership":"RENT","zip_code":"905xx","address_state":"CA","earliest_credit_line":1996,"annual_income":104000.0},"4330":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1988,"annual_income":150000.0},"4331":{"employment_length":10,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":2005,"annual_income":103000.0},"4332":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1985,"annual_income":127000.0},"4333":{"employment_length":5,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"4334":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1997,"annual_income":127500.0},"4335":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1997,"annual_income":93500.0},"4336":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"815xx","address_state":"CO","earliest_credit_line":2005,"annual_income":150000.0},"4337":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1990,"annual_income":155000.0},"4338":{"employment_length":10,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":1986,"annual_income":93000.0},"4339":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1988,"annual_income":141000.0},"4340":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"195xx","address_state":"PA","earliest_credit_line":2002,"annual_income":92000.0},"4341":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1992,"annual_income":120000.0},"4342":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":2002,"annual_income":100000.0},"4343":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1997,"annual_income":105000.0},"4344":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":1998,"annual_income":126000.0},"4345":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1999,"annual_income":97000.0},"4346":{"employment_length":10,"home_ownership":"RENT","zip_code":"610xx","address_state":"IL","earliest_credit_line":1996,"annual_income":91000.0},"4347":{"employment_length":7,"home_ownership":"RENT","zip_code":"605xx","address_state":"IL","earliest_credit_line":1991,"annual_income":100000.0},"4348":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1996,"annual_income":135000.0},"4349":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":100000.0},"4350":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":2000,"annual_income":107000.0},"4351":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":2000,"annual_income":130000.0},"4352":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":1991,"annual_income":95000.0},"4353":{"employment_length":6,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2002,"annual_income":101000.0},"4354":{"employment_length":1,"home_ownership":"RENT","zip_code":"068xx","address_state":"CT","earliest_credit_line":2005,"annual_income":130000.0},"4355":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1986,"annual_income":100000.0},"4356":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"641xx","address_state":"MO","earliest_credit_line":1998,"annual_income":110000.0},"4357":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"559xx","address_state":"MN","earliest_credit_line":1988,"annual_income":120000.0},"4358":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":115000.0},"4359":{"employment_length":1,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2001,"annual_income":91200.0},"4360":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":1997,"annual_income":122000.0},"4361":{"employment_length":10,"home_ownership":"OWN","zip_code":"782xx","address_state":"TX","earliest_credit_line":1990,"annual_income":123000.0},"4362":{"employment_length":10,"home_ownership":"OWN","zip_code":"104xx","address_state":"NY","earliest_credit_line":1983,"annual_income":120000.0},"4363":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"810xx","address_state":"CO","earliest_credit_line":1986,"annual_income":111000.0},"4364":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"672xx","address_state":"KS","earliest_credit_line":1999,"annual_income":99600.0},"4365":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"126xx","address_state":"NY","earliest_credit_line":1986,"annual_income":145000.0},"4366":{"employment_length":3,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1996,"annual_income":100000.0},"4367":{"employment_length":8,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1995,"annual_income":104000.0},"4368":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"329xx","address_state":"FL","earliest_credit_line":1994,"annual_income":95000.0},"4369":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":2001,"annual_income":175000.0},"4370":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1990,"annual_income":173000.0},"4371":{"employment_length":8,"home_ownership":"RENT","zip_code":"840xx","address_state":"UT","earliest_credit_line":1986,"annual_income":111333.0},"4372":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":2001,"annual_income":92000.0},"4373":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1978,"annual_income":98000.0},"4374":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"816xx","address_state":"CO","earliest_credit_line":1986,"annual_income":300000.0},"4375":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1995,"annual_income":145000.0},"4376":{"employment_length":1,"home_ownership":"RENT","zip_code":"775xx","address_state":"TX","earliest_credit_line":1986,"annual_income":140000.0},"4377":{"employment_length":1,"home_ownership":"OWN","zip_code":"913xx","address_state":"CA","earliest_credit_line":2000,"annual_income":95000.0},"4378":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"154xx","address_state":"PA","earliest_credit_line":1978,"annual_income":236000.0},"4379":{"employment_length":0,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":2000,"annual_income":101000.0},"4380":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1998,"annual_income":135000.0},"4381":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":2004,"annual_income":100000.0},"4382":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2001,"annual_income":110000.0},"4383":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1996,"annual_income":95000.0},"4384":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1982,"annual_income":159000.0},"4385":{"employment_length":6,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1991,"annual_income":95000.0},"4386":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2001,"annual_income":119000.0},"4387":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"4388":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1990,"annual_income":100000.0},"4389":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1998,"annual_income":93500.0},"4390":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"235xx","address_state":"VA","earliest_credit_line":2000,"annual_income":165000.0},"4391":{"employment_length":1,"home_ownership":"RENT","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1990,"annual_income":118000.0},"4392":{"employment_length":3,"home_ownership":"RENT","zip_code":"210xx","address_state":"MD","earliest_credit_line":2000,"annual_income":130000.0},"4393":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"808xx","address_state":"CO","earliest_credit_line":1999,"annual_income":125000.0},"4394":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1993,"annual_income":145000.0},"4395":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1994,"annual_income":97800.0},"4396":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":1995,"annual_income":125000.0},"4397":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"173xx","address_state":"PA","earliest_credit_line":1996,"annual_income":98500.0},"4398":{"employment_length":10,"home_ownership":"RENT","zip_code":"919xx","address_state":"CA","earliest_credit_line":1984,"annual_income":100000.0},"4399":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"973xx","address_state":"OR","earliest_credit_line":1991,"annual_income":129600.0},"4400":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"598xx","address_state":"MT","earliest_credit_line":1995,"annual_income":170000.0},"4401":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1987,"annual_income":170000.0},"4402":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"018xx","address_state":"MA","earliest_credit_line":1993,"annual_income":124000.0},"4403":{"employment_length":1,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":2007,"annual_income":105000.0},"4404":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1994,"annual_income":114600.0},"4405":{"employment_length":6,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1984,"annual_income":100000.0},"4406":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":2004,"annual_income":136000.0},"4407":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":145000.0},"4408":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":2004,"annual_income":96000.0},"4409":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":2000,"annual_income":100000.0},"4410":{"employment_length":6,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":110500.0},"4411":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":250000.0},"4412":{"employment_length":10,"home_ownership":"RENT","zip_code":"432xx","address_state":"OH","earliest_credit_line":1995,"annual_income":110000.0},"4413":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"145xx","address_state":"NY","earliest_credit_line":1997,"annual_income":127000.0},"4414":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1995,"annual_income":94000.0},"4415":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"WI","earliest_credit_line":2001,"annual_income":120000.0},"4416":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":2004,"annual_income":300000.0},"4417":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1990,"annual_income":148000.0},"4418":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"193xx","address_state":"PA","earliest_credit_line":1997,"annual_income":110000.0},"4419":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1992,"annual_income":110000.0},"4420":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1998,"annual_income":108000.0},"4421":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2003,"annual_income":112000.0},"4422":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"622xx","address_state":"IL","earliest_credit_line":2001,"annual_income":120000.0},"4423":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1996,"annual_income":120000.0},"4424":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1994,"annual_income":115000.0},"4425":{"employment_length":1,"home_ownership":"RENT","zip_code":"773xx","address_state":"TX","earliest_credit_line":1995,"annual_income":144000.0},"4426":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"281xx","address_state":"NC","earliest_credit_line":1991,"annual_income":115000.0},"4427":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1993,"annual_income":164000.0},"4428":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":2001,"annual_income":100000.0},"4429":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":2007,"annual_income":100000.0},"4430":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1997,"annual_income":98000.0},"4431":{"employment_length":3,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1986,"annual_income":150000.0},"4432":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":95000.0},"4433":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"495xx","address_state":"MI","earliest_credit_line":1968,"annual_income":180000.0},"4434":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"783xx","address_state":"TX","earliest_credit_line":1999,"annual_income":92000.0},"4435":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":2000,"annual_income":114000.0},"4436":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"570xx","address_state":"SD","earliest_credit_line":1996,"annual_income":95000.0},"4437":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1995,"annual_income":102000.0},"4438":{"employment_length":5,"home_ownership":"RENT","zip_code":"024xx","address_state":"MA","earliest_credit_line":1999,"annual_income":96000.0},"4439":{"employment_length":1,"home_ownership":"OWN","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":125000.0},"4440":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":2002,"annual_income":100000.0},"4441":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":2008,"annual_income":100000.0},"4442":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1990,"annual_income":109000.0},"4443":{"employment_length":3,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":150000.0},"4444":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1985,"annual_income":127000.0},"4445":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1974,"annual_income":115000.0},"4446":{"employment_length":4,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1995,"annual_income":96400.0},"4447":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"611xx","address_state":"IL","earliest_credit_line":2000,"annual_income":130000.0},"4448":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1996,"annual_income":105000.0},"4449":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1997,"annual_income":105000.0},"4450":{"employment_length":2,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":1995,"annual_income":99788.0},"4451":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1998,"annual_income":134000.0},"4452":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1997,"annual_income":234000.0},"4453":{"employment_length":7,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1998,"annual_income":139000.0},"4454":{"employment_length":2,"home_ownership":"RENT","zip_code":"050xx","address_state":"VT","earliest_credit_line":1999,"annual_income":100000.0},"4455":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1998,"annual_income":120000.0},"4456":{"employment_length":9,"home_ownership":"RENT","zip_code":"346xx","address_state":"FL","earliest_credit_line":1994,"annual_income":100000.0},"4457":{"employment_length":9,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":100000.0},"4458":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1991,"annual_income":160000.0},"4459":{"employment_length":8,"home_ownership":"RENT","zip_code":"953xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"4460":{"employment_length":2,"home_ownership":"RENT","zip_code":"298xx","address_state":"SC","earliest_credit_line":2002,"annual_income":118000.0},"4461":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":2000,"annual_income":110000.0},"4462":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1987,"annual_income":110000.0},"4463":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":92000.0},"4464":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"066xx","address_state":"CT","earliest_credit_line":1997,"annual_income":92000.0},"4465":{"employment_length":3,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1995,"annual_income":97000.0},"4466":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"972xx","address_state":"OR","earliest_credit_line":1995,"annual_income":109000.0},"4467":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1994,"annual_income":120000.0},"4468":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1976,"annual_income":140000.0},"4469":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"665xx","address_state":"KS","earliest_credit_line":1999,"annual_income":117000.0},"4470":{"employment_length":4,"home_ownership":"OWN","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":183000.0},"4471":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1998,"annual_income":130000.0},"4472":{"employment_length":5,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":2001,"annual_income":99500.0},"4473":{"employment_length":10,"home_ownership":"OWN","zip_code":"442xx","address_state":"OH","earliest_credit_line":1995,"annual_income":116000.0},"4474":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":2000,"annual_income":142000.0},"4475":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1995,"annual_income":110000.0},"4476":{"employment_length":5,"home_ownership":"OWN","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":93600.0},"4477":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"365xx","address_state":"AL","earliest_credit_line":1988,"annual_income":100000.0},"4478":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1980,"annual_income":190000.0},"4479":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1993,"annual_income":100000.0},"4480":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1991,"annual_income":100000.0},"4481":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1998,"annual_income":104000.0},"4482":{"employment_length":6,"home_ownership":"OWN","zip_code":"328xx","address_state":"FL","earliest_credit_line":1977,"annual_income":140000.0},"4483":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1998,"annual_income":220000.0},"4484":{"employment_length":2,"home_ownership":"RENT","zip_code":"541xx","address_state":"WI","earliest_credit_line":2006,"annual_income":94000.0},"4485":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1993,"annual_income":180000.0},"4486":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"911xx","address_state":"CA","earliest_credit_line":1989,"annual_income":126000.0},"4487":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"299xx","address_state":"SC","earliest_credit_line":1994,"annual_income":130000.0},"4488":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1990,"annual_income":131000.0},"4489":{"employment_length":1,"home_ownership":"RENT","zip_code":"454xx","address_state":"OH","earliest_credit_line":1995,"annual_income":97000.0},"4490":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":90200.0},"4491":{"employment_length":2,"home_ownership":"RENT","zip_code":"633xx","address_state":"MO","earliest_credit_line":1993,"annual_income":91000.0},"4492":{"employment_length":6,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":115000.0},"4493":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1990,"annual_income":97000.0},"4494":{"employment_length":2,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":1993,"annual_income":120000.0},"4495":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1994,"annual_income":100000.0},"4496":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1985,"annual_income":102000.0},"4497":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1998,"annual_income":130000.0},"4498":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1994,"annual_income":96000.0},"4499":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1999,"annual_income":95000.0},"4500":{"employment_length":2,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2008,"annual_income":95000.0},"4501":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"826xx","address_state":"WY","earliest_credit_line":2006,"annual_income":100000.0},"4502":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"175xx","address_state":"PA","earliest_credit_line":1996,"annual_income":100000.0},"4503":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2000,"annual_income":135000.0},"4504":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1992,"annual_income":92000.0},"4505":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1991,"annual_income":125500.0},"4506":{"employment_length":8,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1997,"annual_income":132000.0},"4507":{"employment_length":8,"home_ownership":"RENT","zip_code":"787xx","address_state":"TX","earliest_credit_line":1987,"annual_income":110000.0},"4508":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1983,"annual_income":93000.0},"4509":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":1973,"annual_income":220000.0},"4510":{"employment_length":6,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2001,"annual_income":120000.0},"4511":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":2002,"annual_income":110000.0},"4512":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":95000.0},"4513":{"employment_length":10,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":1984,"annual_income":325000.0},"4514":{"employment_length":10,"home_ownership":"RENT","zip_code":"325xx","address_state":"FL","earliest_credit_line":1998,"annual_income":92000.0},"4515":{"employment_length":4,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2000,"annual_income":90750.0},"4516":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1988,"annual_income":96899.0},"4517":{"employment_length":0,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1988,"annual_income":100000.0},"4518":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1989,"annual_income":90200.0},"4519":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"347xx","address_state":"FL","earliest_credit_line":1996,"annual_income":95000.0},"4520":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1990,"annual_income":92400.0},"4521":{"employment_length":10,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":1977,"annual_income":116000.0},"4522":{"employment_length":0,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1983,"annual_income":100000.0},"4523":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":109000.0},"4524":{"employment_length":2,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":2000,"annual_income":165000.0},"4525":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2000,"annual_income":104000.0},"4526":{"employment_length":10,"home_ownership":"RENT","zip_code":"803xx","address_state":"CO","earliest_credit_line":2003,"annual_income":120000.0},"4527":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1998,"annual_income":93000.0},"4528":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1999,"annual_income":103000.0},"4529":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1995,"annual_income":150000.0},"4530":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"948xx","address_state":"CA","earliest_credit_line":1997,"annual_income":95000.0},"4531":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1997,"annual_income":107000.0},"4532":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1998,"annual_income":92000.0},"4533":{"employment_length":1,"home_ownership":"RENT","zip_code":"173xx","address_state":"PA","earliest_credit_line":1997,"annual_income":140000.0},"4534":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1986,"annual_income":140000.0},"4535":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1995,"annual_income":130000.0},"4536":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1990,"annual_income":92000.0},"4537":{"employment_length":1,"home_ownership":"OWN","zip_code":"112xx","address_state":"NY","earliest_credit_line":2003,"annual_income":100000.0},"4538":{"employment_length":10,"home_ownership":"OWN","zip_code":"775xx","address_state":"TX","earliest_credit_line":1996,"annual_income":130000.0},"4539":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1990,"annual_income":126200.0},"4540":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1994,"annual_income":158000.0},"4541":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1990,"annual_income":93000.0},"4542":{"employment_length":5,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2003,"annual_income":95000.0},"4543":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"4544":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"880xx","address_state":"NM","earliest_credit_line":2001,"annual_income":100000.0},"4545":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":2000,"annual_income":102000.0},"4546":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"922xx","address_state":"CA","earliest_credit_line":1999,"annual_income":212000.0},"4547":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1998,"annual_income":158000.0},"4548":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1998,"annual_income":185000.0},"4549":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"127xx","address_state":"NY","earliest_credit_line":1998,"annual_income":138000.0},"4550":{"employment_length":8,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":144000.0},"4551":{"employment_length":1,"home_ownership":"RENT","zip_code":"078xx","address_state":"NJ","earliest_credit_line":2007,"annual_income":100000.0},"4552":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":2001,"annual_income":147000.0},"4553":{"employment_length":2,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100400.0},"4554":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"991xx","address_state":"WA","earliest_credit_line":1991,"annual_income":91000.0},"4555":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":1995,"annual_income":107000.0},"4556":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"629xx","address_state":"IL","earliest_credit_line":1989,"annual_income":150000.0},"4557":{"employment_length":3,"home_ownership":"OWN","zip_code":"280xx","address_state":"NC","earliest_credit_line":2000,"annual_income":150000.0},"4558":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1995,"annual_income":112139.0},"4559":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1989,"annual_income":153678.0},"4560":{"employment_length":5,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1977,"annual_income":110000.0},"4561":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":1994,"annual_income":92000.0},"4562":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1984,"annual_income":115000.0},"4563":{"employment_length":3,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1991,"annual_income":125000.0},"4564":{"employment_length":1,"home_ownership":"RENT","zip_code":"904xx","address_state":"CA","earliest_credit_line":1996,"annual_income":115000.0},"4565":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"038xx","address_state":"NH","earliest_credit_line":1996,"annual_income":100000.0},"4566":{"employment_length":3,"home_ownership":"OWN","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":100000.0},"4567":{"employment_length":1,"home_ownership":"RENT","zip_code":"153xx","address_state":"PA","earliest_credit_line":1988,"annual_income":110000.0},"4568":{"employment_length":5,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":2007,"annual_income":115000.0},"4569":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"762xx","address_state":"TX","earliest_credit_line":1999,"annual_income":200000.0},"4570":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":2000,"annual_income":92000.0},"4571":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1999,"annual_income":98000.0},"4572":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"105xx","address_state":"NY","earliest_credit_line":2002,"annual_income":125000.0},"4573":{"employment_length":10,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1993,"annual_income":106000.0},"4574":{"employment_length":1,"home_ownership":"RENT","zip_code":"762xx","address_state":"TX","earliest_credit_line":2007,"annual_income":153000.0},"4575":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1998,"annual_income":95000.0},"4576":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"366xx","address_state":"AL","earliest_credit_line":2002,"annual_income":116000.0},"4577":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1992,"annual_income":96000.0},"4578":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1982,"annual_income":95000.0},"4579":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1974,"annual_income":105000.0},"4580":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"141xx","address_state":"NY","earliest_credit_line":1996,"annual_income":105000.0},"4581":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1984,"annual_income":101600.0},"4582":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"907xx","address_state":"CA","earliest_credit_line":1992,"annual_income":186000.0},"4583":{"employment_length":10,"home_ownership":"RENT","zip_code":"982xx","address_state":"WA","earliest_credit_line":1990,"annual_income":96300.0},"4584":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":1996,"annual_income":109000.0},"4585":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"911xx","address_state":"CA","earliest_credit_line":1998,"annual_income":140000.0},"4586":{"employment_length":10,"home_ownership":"OWN","zip_code":"352xx","address_state":"AL","earliest_credit_line":1996,"annual_income":169000.0},"4587":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"227xx","address_state":"VA","earliest_credit_line":2000,"annual_income":103000.0},"4588":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"4589":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1998,"annual_income":98500.0},"4590":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1994,"annual_income":94500.0},"4591":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1995,"annual_income":180000.0},"4592":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1997,"annual_income":98346.0},"4593":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":2007,"annual_income":92000.0},"4594":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1995,"annual_income":94000.0},"4595":{"employment_length":7,"home_ownership":"RENT","zip_code":"895xx","address_state":"NV","earliest_credit_line":1988,"annual_income":92500.0},"4596":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"4597":{"employment_length":1,"home_ownership":"RENT","zip_code":"282xx","address_state":"NC","earliest_credit_line":2007,"annual_income":91000.0},"4598":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"142xx","address_state":"NY","earliest_credit_line":1976,"annual_income":120000.0},"4599":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1997,"annual_income":146000.0},"4600":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1984,"annual_income":115000.0},"4601":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1999,"annual_income":110000.0},"4602":{"employment_length":4,"home_ownership":"RENT","zip_code":"777xx","address_state":"TX","earliest_credit_line":2000,"annual_income":95000.0},"4603":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1999,"annual_income":160000.0},"4604":{"employment_length":10,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1990,"annual_income":125000.0},"4605":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"029xx","address_state":"RI","earliest_credit_line":1996,"annual_income":150000.0},"4606":{"employment_length":1,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1995,"annual_income":98000.0},"4607":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1997,"annual_income":105000.0},"4608":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1995,"annual_income":200000.0},"4609":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1997,"annual_income":117000.0},"4610":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1998,"annual_income":140000.0},"4611":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2005,"annual_income":110000.0},"4612":{"employment_length":10,"home_ownership":"OWN","zip_code":"617xx","address_state":"IL","earliest_credit_line":1983,"annual_income":102000.0},"4613":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"950xx","address_state":"CA","earliest_credit_line":1995,"annual_income":135000.0},"4614":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2005,"annual_income":92000.0},"4615":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":125000.0},"4616":{"employment_length":7,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1989,"annual_income":100000.0},"4617":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":93000.0},"4618":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":102000.0},"4619":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"907xx","address_state":"CA","earliest_credit_line":2006,"annual_income":95000.0},"4620":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"338xx","address_state":"FL","earliest_credit_line":1994,"annual_income":118000.0},"4621":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":2001,"annual_income":160000.0},"4622":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1991,"annual_income":98400.0},"4623":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"104xx","address_state":"NY","earliest_credit_line":1994,"annual_income":100000.0},"4624":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2002,"annual_income":113000.0},"4625":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1994,"annual_income":140000.0},"4626":{"employment_length":9,"home_ownership":"OWN","zip_code":"985xx","address_state":"WA","earliest_credit_line":1991,"annual_income":100000.0},"4627":{"employment_length":5,"home_ownership":"RENT","zip_code":"152xx","address_state":"PA","earliest_credit_line":1999,"annual_income":125000.0},"4628":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1997,"annual_income":118000.0},"4629":{"employment_length":6,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":110000.0},"4630":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2005,"annual_income":150000.0},"4631":{"employment_length":1,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1994,"annual_income":125000.0},"4632":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1998,"annual_income":110000.0},"4633":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1992,"annual_income":115000.0},"4634":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"316xx","address_state":"GA","earliest_credit_line":1991,"annual_income":110000.0},"4635":{"employment_length":10,"home_ownership":"OWN","zip_code":"808xx","address_state":"CO","earliest_credit_line":1991,"annual_income":200000.0},"4636":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1999,"annual_income":150000.0},"4637":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1996,"annual_income":104000.0},"4638":{"employment_length":10,"home_ownership":"RENT","zip_code":"146xx","address_state":"NY","earliest_credit_line":1997,"annual_income":110970.0},"4639":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"170xx","address_state":"PA","earliest_credit_line":1981,"annual_income":95000.0},"4640":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":2003,"annual_income":120000.0},"4641":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":2001,"annual_income":160000.0},"4642":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1991,"annual_income":110000.0},"4643":{"employment_length":8,"home_ownership":"OWN","zip_code":"232xx","address_state":"VA","earliest_credit_line":1996,"annual_income":125000.0},"4644":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1988,"annual_income":130000.0},"4645":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1993,"annual_income":95000.0},"4646":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2001,"annual_income":91242.0},"4647":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1991,"annual_income":190000.0},"4648":{"employment_length":10,"home_ownership":"RENT","zip_code":"553xx","address_state":"MN","earliest_credit_line":1993,"annual_income":113000.0},"4649":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1992,"annual_income":180000.0},"4650":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1986,"annual_income":140000.0},"4651":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":1995,"annual_income":125000.0},"4652":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":2002,"annual_income":118000.0},"4653":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1998,"annual_income":100000.0},"4654":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1986,"annual_income":115731.0},"4655":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":2000,"annual_income":135000.0},"4656":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"4657":{"employment_length":9,"home_ownership":"OWN","zip_code":"891xx","address_state":"NV","earliest_credit_line":1993,"annual_income":140000.0},"4658":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":2006,"annual_income":115000.0},"4659":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1994,"annual_income":95138.0},"4660":{"employment_length":10,"home_ownership":"RENT","zip_code":"145xx","address_state":"NY","earliest_credit_line":1996,"annual_income":95000.0},"4661":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"562xx","address_state":"MN","earliest_credit_line":2000,"annual_income":104000.0},"4662":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1998,"annual_income":96000.0},"4663":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2005,"annual_income":160000.0},"4664":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"492xx","address_state":"MI","earliest_credit_line":1999,"annual_income":109141.0},"4665":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1989,"annual_income":120000.0},"4666":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"244xx","address_state":"VA","earliest_credit_line":1997,"annual_income":115200.0},"4667":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1988,"annual_income":95000.0},"4668":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1988,"annual_income":100000.0},"4669":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1992,"annual_income":125000.0},"4670":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1994,"annual_income":110000.0},"4671":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1996,"annual_income":106840.0},"4672":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"290xx","address_state":"SC","earliest_credit_line":2000,"annual_income":150000.0},"4673":{"employment_length":7,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2003,"annual_income":108000.0},"4674":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"121xx","address_state":"NY","earliest_credit_line":1983,"annual_income":145000.0},"4675":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1997,"annual_income":140000.0},"4676":{"employment_length":10,"home_ownership":"RENT","zip_code":"328xx","address_state":"FL","earliest_credit_line":2001,"annual_income":114000.0},"4677":{"employment_length":1,"home_ownership":"RENT","zip_code":"480xx","address_state":"MI","earliest_credit_line":2004,"annual_income":105000.0},"4678":{"employment_length":10,"home_ownership":"OWN","zip_code":"950xx","address_state":"CA","earliest_credit_line":2007,"annual_income":140000.0},"4679":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":2001,"annual_income":110000.0},"4680":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":117000.0},"4681":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2006,"annual_income":138144.0},"4682":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"826xx","address_state":"WY","earliest_credit_line":2004,"annual_income":120000.0},"4683":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1996,"annual_income":105000.0},"4684":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1987,"annual_income":250000.0},"4685":{"employment_length":10,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1993,"annual_income":120000.0},"4686":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"107xx","address_state":"NY","earliest_credit_line":1999,"annual_income":92000.0},"4687":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"082xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":102049.0},"4688":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"781xx","address_state":"TX","earliest_credit_line":1996,"annual_income":100000.0},"4689":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1998,"annual_income":125000.0},"4690":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"292xx","address_state":"SC","earliest_credit_line":2001,"annual_income":150000.0},"4691":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"532xx","address_state":"WI","earliest_credit_line":2000,"annual_income":105200.0},"4692":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"014xx","address_state":"MA","earliest_credit_line":1984,"annual_income":120000.0},"4693":{"employment_length":10,"home_ownership":"RENT","zip_code":"922xx","address_state":"CA","earliest_credit_line":2004,"annual_income":195000.0},"4694":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":165000.0},"4695":{"employment_length":4,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1995,"annual_income":91300.0},"4696":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":1984,"annual_income":100000.0},"4697":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":2000,"annual_income":94691.0},"4698":{"employment_length":5,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2000,"annual_income":105000.0},"4699":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1996,"annual_income":98000.0},"4700":{"employment_length":10,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1997,"annual_income":91000.0},"4701":{"employment_length":6,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1994,"annual_income":110000.0},"4702":{"employment_length":10,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1990,"annual_income":100000.0},"4703":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"170xx","address_state":"PA","earliest_credit_line":1983,"annual_income":117000.0},"4704":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1993,"annual_income":122000.0},"4705":{"employment_length":5,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":2001,"annual_income":93000.0},"4706":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1995,"annual_income":130000.0},"4707":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":2002,"annual_income":98000.0},"4708":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"944xx","address_state":"CA","earliest_credit_line":2003,"annual_income":105000.0},"4709":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1995,"annual_income":105000.0},"4710":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2008,"annual_income":175440.0},"4711":{"employment_length":5,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":96000.0},"4712":{"employment_length":1,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1996,"annual_income":150000.0},"4713":{"employment_length":4,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1984,"annual_income":93000.0},"4714":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":1985,"annual_income":119000.0},"4715":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"806xx","address_state":"CO","earliest_credit_line":2001,"annual_income":150000.0},"4716":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"015xx","address_state":"MA","earliest_credit_line":1990,"annual_income":225000.0},"4717":{"employment_length":7,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1997,"annual_income":115000.0},"4718":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":1995,"annual_income":112000.0},"4719":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"023xx","address_state":"MA","earliest_credit_line":1990,"annual_income":125000.0},"4720":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1989,"annual_income":202781.0},"4721":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1984,"annual_income":158000.0},"4722":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"794xx","address_state":"TX","earliest_credit_line":2001,"annual_income":145000.0},"4723":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1991,"annual_income":144000.0},"4724":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"648xx","address_state":"MO","earliest_credit_line":2000,"annual_income":92000.0},"4725":{"employment_length":10,"home_ownership":"OWN","zip_code":"064xx","address_state":"CT","earliest_credit_line":1984,"annual_income":105000.0},"4726":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"427xx","address_state":"KY","earliest_credit_line":1982,"annual_income":150000.0},"4727":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1990,"annual_income":92000.0},"4728":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":2002,"annual_income":120426.82},"4729":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1997,"annual_income":130000.0},"4730":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"672xx","address_state":"KS","earliest_credit_line":1998,"annual_income":95479.4},"4731":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1974,"annual_income":130000.0},"4732":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1997,"annual_income":165000.0},"4733":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":2001,"annual_income":120000.0},"4734":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1994,"annual_income":94022.04},"4735":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"653xx","address_state":"MO","earliest_credit_line":1988,"annual_income":150000.0},"4736":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1984,"annual_income":109368.0},"4737":{"employment_length":10,"home_ownership":"OWN","zip_code":"309xx","address_state":"GA","earliest_credit_line":1974,"annual_income":116000.0},"4738":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"784xx","address_state":"TX","earliest_credit_line":1988,"annual_income":110000.0},"4739":{"employment_length":3,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":2007,"annual_income":93000.0},"4740":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":2003,"annual_income":120000.0},"4741":{"employment_length":10,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":1991,"annual_income":130634.28},"4742":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":2001,"annual_income":140000.0},"4743":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"308xx","address_state":"GA","earliest_credit_line":1999,"annual_income":145000.0},"4744":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1998,"annual_income":125000.0},"4745":{"employment_length":10,"home_ownership":"RENT","zip_code":"640xx","address_state":"MO","earliest_credit_line":1978,"annual_income":112000.0},"4746":{"employment_length":2,"home_ownership":"RENT","zip_code":"950xx","address_state":"CA","earliest_credit_line":1997,"annual_income":102500.0},"4747":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"024xx","address_state":"MA","earliest_credit_line":2003,"annual_income":100000.0},"4748":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1993,"annual_income":104000.0},"4749":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1993,"annual_income":91000.0},"4750":{"employment_length":7,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":2002,"annual_income":100000.0},"4751":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":115600.0},"4752":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":2000,"annual_income":92000.0},"4753":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1995,"annual_income":106000.0},"4754":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"274xx","address_state":"NC","earliest_credit_line":1997,"annual_income":125000.0},"4755":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":100500.0},"4756":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"4757":{"employment_length":6,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2000,"annual_income":94000.0},"4758":{"employment_length":1,"home_ownership":"RENT","zip_code":"214xx","address_state":"MD","earliest_credit_line":1992,"annual_income":106000.0},"4759":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":95000.0},"4760":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":2008,"annual_income":100000.0},"4761":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1986,"annual_income":100000.0},"4762":{"employment_length":4,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1997,"annual_income":143000.0},"4763":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"234xx","address_state":"VA","earliest_credit_line":1998,"annual_income":115735.0},"4764":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2004,"annual_income":91000.0},"4765":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1998,"annual_income":125000.0},"4766":{"employment_length":10,"home_ownership":"OWN","zip_code":"330xx","address_state":"FL","earliest_credit_line":1992,"annual_income":120000.0},"4767":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1996,"annual_income":165000.0},"4768":{"employment_length":1,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1997,"annual_income":240000.0},"4769":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"223xx","address_state":"VA","earliest_credit_line":1989,"annual_income":93600.0},"4770":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1992,"annual_income":92274.0},"4771":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":2002,"annual_income":140000.0},"4772":{"employment_length":1,"home_ownership":"RENT","zip_code":"060xx","address_state":"CT","earliest_credit_line":1998,"annual_income":128000.0},"4773":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"932xx","address_state":"CA","earliest_credit_line":1994,"annual_income":140000.0},"4774":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"706xx","address_state":"LA","earliest_credit_line":1995,"annual_income":148000.0},"4775":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1990,"annual_income":96000.0},"4776":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":1998,"annual_income":91000.0},"4777":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"144xx","address_state":"NY","earliest_credit_line":1999,"annual_income":140000.0},"4778":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"147xx","address_state":"NY","earliest_credit_line":1997,"annual_income":93000.0},"4779":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":110000.0},"4780":{"employment_length":1,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":96000.0},"4781":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1989,"annual_income":180000.0},"4782":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1993,"annual_income":106000.0},"4783":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1979,"annual_income":145000.0},"4784":{"employment_length":10,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1998,"annual_income":97000.0},"4785":{"employment_length":2,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1990,"annual_income":150000.0},"4786":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":104100.0},"4787":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1998,"annual_income":109200.0},"4788":{"employment_length":10,"home_ownership":"RENT","zip_code":"330xx","address_state":"FL","earliest_credit_line":2003,"annual_income":100000.0},"4789":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"486xx","address_state":"MI","earliest_credit_line":1988,"annual_income":105600.0},"4790":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2006,"annual_income":128000.0},"4791":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1999,"annual_income":140000.0},"4792":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1993,"annual_income":132000.0},"4793":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1977,"annual_income":130000.0},"4794":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"242xx","address_state":"VA","earliest_credit_line":1990,"annual_income":240000.0},"4795":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1999,"annual_income":105000.0},"4796":{"employment_length":3,"home_ownership":"RENT","zip_code":"905xx","address_state":"CA","earliest_credit_line":2008,"annual_income":130000.0},"4797":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"756xx","address_state":"TX","earliest_credit_line":1999,"annual_income":126000.0},"4798":{"employment_length":2,"home_ownership":"RENT","zip_code":"021xx","address_state":"NY","earliest_credit_line":1997,"annual_income":100000.0},"4799":{"employment_length":10,"home_ownership":"RENT","zip_code":"225xx","address_state":"VA","earliest_credit_line":1992,"annual_income":115731.0},"4800":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"407xx","address_state":"KY","earliest_credit_line":2000,"annual_income":121000.0},"4801":{"employment_length":10,"home_ownership":"RENT","zip_code":"773xx","address_state":"TX","earliest_credit_line":1995,"annual_income":146500.0},"4802":{"employment_length":10,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1994,"annual_income":95000.0},"4803":{"employment_length":10,"home_ownership":"RENT","zip_code":"925xx","address_state":"CA","earliest_credit_line":1985,"annual_income":110000.0},"4804":{"employment_length":5,"home_ownership":"RENT","zip_code":"282xx","address_state":"NC","earliest_credit_line":2004,"annual_income":376000.0},"4805":{"employment_length":1,"home_ownership":"OWN","zip_code":"212xx","address_state":"MD","earliest_credit_line":2000,"annual_income":124000.0},"4806":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":2002,"annual_income":100500.0},"4807":{"employment_length":6,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2002,"annual_income":190000.0},"4808":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1999,"annual_income":120000.0},"4809":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1994,"annual_income":93000.0},"4810":{"employment_length":10,"home_ownership":"RENT","zip_code":"954xx","address_state":"CA","earliest_credit_line":1994,"annual_income":100800.0},"4811":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"253xx","address_state":"WV","earliest_credit_line":1994,"annual_income":115000.0},"4812":{"employment_length":4,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1998,"annual_income":94144.0},"4813":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"140xx","address_state":"NY","earliest_credit_line":1999,"annual_income":150000.0},"4814":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"216xx","address_state":"MD","earliest_credit_line":1990,"annual_income":130000.0},"4815":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1993,"annual_income":110000.0},"4816":{"employment_length":1,"home_ownership":"RENT","zip_code":"911xx","address_state":"CA","earliest_credit_line":2007,"annual_income":120000.0},"4817":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"611xx","address_state":"IL","earliest_credit_line":1996,"annual_income":105000.0},"4818":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1985,"annual_income":102000.0},"4819":{"employment_length":10,"home_ownership":"RENT","zip_code":"554xx","address_state":"MN","earliest_credit_line":2006,"annual_income":103000.0},"4820":{"employment_length":10,"home_ownership":"OWN","zip_code":"115xx","address_state":"NY","earliest_credit_line":1992,"annual_income":105000.0},"4821":{"employment_length":10,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":2000,"annual_income":160000.0},"4822":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1992,"annual_income":119000.0},"4823":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"038xx","address_state":"NH","earliest_credit_line":1996,"annual_income":120000.0},"4824":{"employment_length":10,"home_ownership":"OWN","zip_code":"271xx","address_state":"NC","earliest_credit_line":1994,"annual_income":100000.0},"4825":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1995,"annual_income":120000.0},"4826":{"employment_length":2,"home_ownership":"RENT","zip_code":"701xx","address_state":"LA","earliest_credit_line":2006,"annual_income":98500.0},"4827":{"employment_length":3,"home_ownership":"RENT","zip_code":"488xx","address_state":"MI","earliest_credit_line":2007,"annual_income":126000.0},"4828":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1998,"annual_income":130000.0},"4829":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":102000.0},"4830":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"936xx","address_state":"CA","earliest_credit_line":1998,"annual_income":130000.0},"4831":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":95000.0},"4832":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1975,"annual_income":300000.0},"4833":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1991,"annual_income":120000.0},"4834":{"employment_length":1,"home_ownership":"RENT","zip_code":"775xx","address_state":"TX","earliest_credit_line":1991,"annual_income":135000.0},"4835":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2001,"annual_income":150000.0},"4836":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1999,"annual_income":108000.0},"4837":{"employment_length":9,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":150000.0},"4838":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2001,"annual_income":102000.0},"4839":{"employment_length":2,"home_ownership":"OWN","zip_code":"453xx","address_state":"OH","earliest_credit_line":1999,"annual_income":97000.0},"4840":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"934xx","address_state":"CA","earliest_credit_line":1989,"annual_income":150000.0},"4841":{"employment_length":7,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1999,"annual_income":109000.0},"4842":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"941xx","address_state":"CA","earliest_credit_line":1999,"annual_income":185000.0},"4843":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"881xx","address_state":"NM","earliest_credit_line":1995,"annual_income":120000.0},"4844":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":1991,"annual_income":91200.0},"4845":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"452xx","address_state":"OH","earliest_credit_line":2000,"annual_income":140000.0},"4846":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"882xx","address_state":"NM","earliest_credit_line":1993,"annual_income":98000.0},"4847":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1999,"annual_income":101000.0},"4848":{"employment_length":10,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":1997,"annual_income":96000.0},"4849":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1989,"annual_income":109660.0},"4850":{"employment_length":10,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2003,"annual_income":129000.0},"4851":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":1993,"annual_income":95400.0},"4852":{"employment_length":4,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":1989,"annual_income":107000.0},"4853":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"320xx","address_state":"FL","earliest_credit_line":1992,"annual_income":96000.0},"4854":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":130000.0},"4855":{"employment_length":3,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2006,"annual_income":180000.0},"4856":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"316xx","address_state":"GA","earliest_credit_line":1993,"annual_income":130000.0},"4857":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1993,"annual_income":210000.0},"4858":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"273xx","address_state":"NC","earliest_credit_line":1984,"annual_income":95500.0},"4859":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1990,"annual_income":96000.0},"4860":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1995,"annual_income":100000.0},"4861":{"employment_length":1,"home_ownership":"OWN","zip_code":"208xx","address_state":"MD","earliest_credit_line":1999,"annual_income":100008.0},"4862":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1992,"annual_income":98000.0},"4863":{"employment_length":2,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2001,"annual_income":120000.0},"4864":{"employment_length":5,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1992,"annual_income":138000.0},"4865":{"employment_length":1,"home_ownership":"RENT","zip_code":"981xx","address_state":"WA","earliest_credit_line":1994,"annual_income":142500.0},"4866":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"431xx","address_state":"OH","earliest_credit_line":2004,"annual_income":100000.0},"4867":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1996,"annual_income":115000.0},"4868":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"159xx","address_state":"PA","earliest_credit_line":1994,"annual_income":145000.0},"4869":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1986,"annual_income":130000.0},"4870":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"4871":{"employment_length":8,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1992,"annual_income":130000.0},"4872":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1996,"annual_income":103000.0},"4873":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1997,"annual_income":120000.0},"4874":{"employment_length":7,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":100000.0},"4875":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":2000,"annual_income":95000.0},"4876":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":125700.0},"4877":{"employment_length":2,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1998,"annual_income":120000.0},"4878":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1984,"annual_income":118000.0},"4879":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1998,"annual_income":115000.0},"4880":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1998,"annual_income":122000.0},"4881":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"719xx","address_state":"AR","earliest_credit_line":1999,"annual_income":150000.0},"4882":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1996,"annual_income":92000.0},"4883":{"employment_length":0,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":2000,"annual_income":96000.0},"4884":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"431xx","address_state":"OH","earliest_credit_line":1997,"annual_income":103000.0},"4885":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":105000.0},"4886":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2001,"annual_income":130000.0},"4887":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1999,"annual_income":160000.0},"4888":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":2008,"annual_income":117500.0},"4889":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1981,"annual_income":145000.0},"4890":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1995,"annual_income":198000.0},"4891":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":2000,"annual_income":134800.0},"4892":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":2004,"annual_income":120000.0},"4893":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1994,"annual_income":100000.0},"4894":{"employment_length":3,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1996,"annual_income":92000.0},"4895":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1993,"annual_income":98000.0},"4896":{"employment_length":10,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1995,"annual_income":147000.0},"4897":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":2002,"annual_income":98000.0},"4898":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1982,"annual_income":116000.0},"4899":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1998,"annual_income":260000.0},"4900":{"employment_length":7,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":120000.0},"4901":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":108000.0},"4902":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"271xx","address_state":"NC","earliest_credit_line":1999,"annual_income":140000.0},"4903":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2003,"annual_income":140000.0},"4904":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1990,"annual_income":280000.0},"4905":{"employment_length":1,"home_ownership":"RENT","zip_code":"018xx","address_state":"MA","earliest_credit_line":2001,"annual_income":100000.0},"4906":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"796xx","address_state":"TX","earliest_credit_line":1987,"annual_income":120000.0},"4907":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1983,"annual_income":130000.0},"4908":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1998,"annual_income":130000.0},"4909":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"074xx","address_state":"NJ","earliest_credit_line":1992,"annual_income":175000.0},"4910":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1999,"annual_income":185000.0},"4911":{"employment_length":3,"home_ownership":"RENT","zip_code":"335xx","address_state":"FL","earliest_credit_line":1999,"annual_income":103000.0},"4912":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2000,"annual_income":109000.0},"4913":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2001,"annual_income":115200.0},"4914":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":1996,"annual_income":103000.0},"4915":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":2001,"annual_income":91688.0},"4916":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":1998,"annual_income":103000.0},"4917":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"972xx","address_state":"OR","earliest_credit_line":1994,"annual_income":115000.0},"4918":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1989,"annual_income":93000.0},"4919":{"employment_length":1,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":2005,"annual_income":96200.0},"4920":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":105000.0},"4921":{"employment_length":10,"home_ownership":"OWN","zip_code":"078xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":125000.0},"4922":{"employment_length":1,"home_ownership":"OWN","zip_code":"331xx","address_state":"FL","earliest_credit_line":2003,"annual_income":105000.0},"4923":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":2004,"annual_income":105000.0},"4924":{"employment_length":6,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2000,"annual_income":120000.0},"4925":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"785xx","address_state":"TX","earliest_credit_line":1999,"annual_income":152000.0},"4926":{"employment_length":1,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2002,"annual_income":115000.0},"4927":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2000,"annual_income":120000.0},"4928":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":2005,"annual_income":118000.0},"4929":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1995,"annual_income":129000.0},"4930":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":1976,"annual_income":120000.0},"4931":{"employment_length":1,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":105000.0},"4932":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":2000,"annual_income":117000.0},"4933":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1981,"annual_income":120000.0},"4934":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1998,"annual_income":120000.0},"4935":{"employment_length":10,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1996,"annual_income":92000.0},"4936":{"employment_length":10,"home_ownership":"OWN","zip_code":"320xx","address_state":"FL","earliest_credit_line":1998,"annual_income":165000.0},"4937":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":2006,"annual_income":120000.0},"4938":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1994,"annual_income":105000.0},"4939":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"062xx","address_state":"CT","earliest_credit_line":1988,"annual_income":140000.0},"4940":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":1992,"annual_income":125000.0},"4941":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1997,"annual_income":93000.0},"4942":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"4943":{"employment_length":1,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1996,"annual_income":120000.0},"4944":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1993,"annual_income":130000.0},"4945":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1997,"annual_income":100000.0},"4946":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"014xx","address_state":"MA","earliest_credit_line":1995,"annual_income":100000.0},"4947":{"employment_length":10,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2007,"annual_income":115000.0},"4948":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":100000.0},"4949":{"employment_length":1,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2001,"annual_income":150000.0},"4950":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2000,"annual_income":103000.0},"4951":{"employment_length":4,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1984,"annual_income":130000.0},"4952":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":2003,"annual_income":92000.0},"4953":{"employment_length":2,"home_ownership":"RENT","zip_code":"922xx","address_state":"CA","earliest_credit_line":1996,"annual_income":110000.0},"4954":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"670xx","address_state":"KS","earliest_credit_line":1991,"annual_income":91000.0},"4955":{"employment_length":3,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2002,"annual_income":129000.0},"4956":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1990,"annual_income":180000.0},"4957":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":1996,"annual_income":150000.0},"4958":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"706xx","address_state":"LA","earliest_credit_line":1994,"annual_income":102000.0},"4959":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1994,"annual_income":105000.0},"4960":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"236xx","address_state":"VA","earliest_credit_line":2000,"annual_income":98000.0},"4961":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1990,"annual_income":114000.0},"4962":{"employment_length":4,"home_ownership":"RENT","zip_code":"930xx","address_state":"CA","earliest_credit_line":1988,"annual_income":165000.0},"4963":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1998,"annual_income":95100.0},"4964":{"employment_length":2,"home_ownership":"OWN","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":125000.0},"4965":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1991,"annual_income":92000.0},"4966":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2003,"annual_income":175000.0},"4967":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"241xx","address_state":"VA","earliest_credit_line":1997,"annual_income":180000.0},"4968":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1996,"annual_income":135000.0},"4969":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1995,"annual_income":96000.0},"4970":{"employment_length":7,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1999,"annual_income":100000.0},"4971":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":1987,"annual_income":110000.0},"4972":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"142xx","address_state":"NY","earliest_credit_line":1995,"annual_income":100000.0},"4973":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1994,"annual_income":150000.0},"4974":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"660xx","address_state":"KS","earliest_credit_line":1990,"annual_income":91800.0},"4975":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"841xx","address_state":"UT","earliest_credit_line":1993,"annual_income":109000.0},"4976":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1999,"annual_income":96000.0},"4977":{"employment_length":1,"home_ownership":"RENT","zip_code":"111xx","address_state":"NY","earliest_credit_line":2002,"annual_income":112500.0},"4978":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":2000,"annual_income":96000.0},"4979":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":1994,"annual_income":96393.0},"4980":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2003,"annual_income":105000.0},"4981":{"employment_length":10,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1998,"annual_income":185000.0},"4982":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":1994,"annual_income":105000.0},"4983":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1996,"annual_income":150000.0},"4984":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"735xx","address_state":"OK","earliest_credit_line":1992,"annual_income":96000.0},"4985":{"employment_length":6,"home_ownership":"OWN","zip_code":"114xx","address_state":"NY","earliest_credit_line":2004,"annual_income":91000.0},"4986":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1998,"annual_income":170000.0},"4987":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1988,"annual_income":120000.0},"4988":{"employment_length":8,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":2006,"annual_income":198000.0},"4989":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"432xx","address_state":"OH","earliest_credit_line":1994,"annual_income":99000.0},"4990":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1991,"annual_income":125000.0},"4991":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1986,"annual_income":133000.0},"4992":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"127xx","address_state":"NY","earliest_credit_line":1999,"annual_income":98281.95},"4993":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1994,"annual_income":116000.0},"4994":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1990,"annual_income":120000.0},"4995":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1997,"annual_income":102000.0},"4996":{"employment_length":7,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1999,"annual_income":96000.0},"4997":{"employment_length":10,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":1994,"annual_income":235000.0},"4998":{"employment_length":10,"home_ownership":"RENT","zip_code":"482xx","address_state":"MI","earliest_credit_line":1994,"annual_income":97700.0},"4999":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"826xx","address_state":"WY","earliest_credit_line":2002,"annual_income":100000.0},"5000":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"619xx","address_state":"IL","earliest_credit_line":1999,"annual_income":145000.0},"5001":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1992,"annual_income":165000.0},"5002":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":1993,"annual_income":101000.0},"5003":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1998,"annual_income":157000.0},"5004":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"636xx","address_state":"MO","earliest_credit_line":1979,"annual_income":125000.0},"5005":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"701xx","address_state":"LA","earliest_credit_line":1998,"annual_income":92000.0},"5006":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"960xx","address_state":"CA","earliest_credit_line":2000,"annual_income":115000.0},"5007":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1996,"annual_income":100000.0},"5008":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"786xx","address_state":"TX","earliest_credit_line":1998,"annual_income":100000.0},"5009":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1998,"annual_income":130000.0},"5010":{"employment_length":10,"home_ownership":"RENT","zip_code":"074xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":98662.0},"5011":{"employment_length":4,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1986,"annual_income":114000.0},"5012":{"employment_length":1,"home_ownership":"OWN","zip_code":"331xx","address_state":"FL","earliest_credit_line":2003,"annual_income":97200.0},"5013":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"729xx","address_state":"AR","earliest_credit_line":1997,"annual_income":100123.56},"5014":{"employment_length":5,"home_ownership":"RENT","zip_code":"943xx","address_state":"CA","earliest_credit_line":2000,"annual_income":144000.0},"5015":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1990,"annual_income":115000.0},"5016":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1994,"annual_income":92000.0},"5017":{"employment_length":2,"home_ownership":"RENT","zip_code":"600xx","address_state":"IL","earliest_credit_line":2003,"annual_income":116000.0},"5018":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1997,"annual_income":100000.0},"5019":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"160xx","address_state":"PA","earliest_credit_line":2000,"annual_income":93000.0},"5020":{"employment_length":4,"home_ownership":"OWN","zip_code":"062xx","address_state":"CT","earliest_credit_line":2001,"annual_income":105000.0},"5021":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1999,"annual_income":135996.0},"5022":{"employment_length":4,"home_ownership":"RENT","zip_code":"934xx","address_state":"CA","earliest_credit_line":1996,"annual_income":95000.0},"5023":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"335xx","address_state":"FL","earliest_credit_line":1995,"annual_income":145000.0},"5024":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":1994,"annual_income":114000.0},"5025":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2002,"annual_income":98700.0},"5026":{"employment_length":2,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1996,"annual_income":97000.0},"5027":{"employment_length":4,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1999,"annual_income":91945.84},"5028":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1994,"annual_income":110000.0},"5029":{"employment_length":3,"home_ownership":"RENT","zip_code":"221xx","address_state":"VA","earliest_credit_line":1994,"annual_income":102000.0},"5030":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1994,"annual_income":144000.0},"5031":{"employment_length":10,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1995,"annual_income":150000.0},"5032":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"363xx","address_state":"AL","earliest_credit_line":1990,"annual_income":100000.0},"5033":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1998,"annual_income":95000.0},"5034":{"employment_length":8,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":103200.0},"5035":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":125000.0},"5036":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"904xx","address_state":"CA","earliest_credit_line":2007,"annual_income":150000.0},"5037":{"employment_length":2,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":140000.0},"5038":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1996,"annual_income":104400.0},"5039":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1990,"annual_income":104000.0},"5040":{"employment_length":1,"home_ownership":"RENT","zip_code":"957xx","address_state":"CA","earliest_credit_line":1998,"annual_income":150000.0},"5041":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":119000.0},"5042":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"647xx","address_state":"MO","earliest_credit_line":1996,"annual_income":109000.0},"5043":{"employment_length":1,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1991,"annual_income":120000.0},"5044":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":104000.0},"5045":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1999,"annual_income":105000.0},"5046":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"577xx","address_state":"SD","earliest_credit_line":1988,"annual_income":115000.0},"5047":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1998,"annual_income":91052.0},"5048":{"employment_length":6,"home_ownership":"RENT","zip_code":"935xx","address_state":"CA","earliest_credit_line":1997,"annual_income":95000.0},"5049":{"employment_length":8,"home_ownership":"OWN","zip_code":"222xx","address_state":"VA","earliest_credit_line":1998,"annual_income":100000.0},"5050":{"employment_length":4,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1995,"annual_income":97500.0},"5051":{"employment_length":6,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1985,"annual_income":180000.0},"5052":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1995,"annual_income":280000.0},"5053":{"employment_length":10,"home_ownership":"RENT","zip_code":"320xx","address_state":"FL","earliest_credit_line":1997,"annual_income":105600.0},"5054":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2001,"annual_income":137800.0},"5055":{"employment_length":10,"home_ownership":"OWN","zip_code":"063xx","address_state":"CT","earliest_credit_line":2001,"annual_income":92400.0},"5056":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1992,"annual_income":105000.0},"5057":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1993,"annual_income":120000.0},"5058":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"952xx","address_state":"AZ","earliest_credit_line":1989,"annual_income":110000.0},"5059":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1988,"annual_income":120000.0},"5060":{"employment_length":2,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1996,"annual_income":94554.0},"5061":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1990,"annual_income":172000.0},"5062":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1993,"annual_income":220000.0},"5063":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":2005,"annual_income":103680.0},"5064":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"333xx","address_state":"FL","earliest_credit_line":1986,"annual_income":165000.0},"5065":{"employment_length":3,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1996,"annual_income":150000.0},"5066":{"employment_length":9,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1998,"annual_income":148200.0},"5067":{"employment_length":10,"home_ownership":"OWN","zip_code":"935xx","address_state":"CA","earliest_credit_line":1997,"annual_income":112000.0},"5068":{"employment_length":1,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1970,"annual_income":181000.0},"5069":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1999,"annual_income":135000.0},"5070":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"064xx","address_state":"CT","earliest_credit_line":1995,"annual_income":108000.0},"5071":{"employment_length":1,"home_ownership":"RENT","zip_code":"284xx","address_state":"NC","earliest_credit_line":1989,"annual_income":384000.0},"5072":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1997,"annual_income":101863.0},"5073":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1997,"annual_income":92000.0},"5074":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1995,"annual_income":96000.0},"5075":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":1987,"annual_income":189000.0},"5076":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"714xx","address_state":"LA","earliest_credit_line":2000,"annual_income":105000.0},"5077":{"employment_length":2,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2000,"annual_income":115741.0},"5078":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"136xx","address_state":"NY","earliest_credit_line":1994,"annual_income":108000.0},"5079":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1983,"annual_income":98000.0},"5080":{"employment_length":2,"home_ownership":"RENT","zip_code":"972xx","address_state":"OR","earliest_credit_line":2005,"annual_income":96000.0},"5081":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"727xx","address_state":"AR","earliest_credit_line":1988,"annual_income":91000.0},"5082":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":1985,"annual_income":150634.02},"5083":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"910xx","address_state":"CA","earliest_credit_line":1996,"annual_income":104000.0},"5084":{"employment_length":1,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":2004,"annual_income":93000.0},"5085":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"911xx","address_state":"CA","earliest_credit_line":1989,"annual_income":120000.0},"5086":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"272xx","address_state":"NC","earliest_credit_line":1991,"annual_income":180000.0},"5087":{"employment_length":10,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1997,"annual_income":120000.0},"5088":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1982,"annual_income":101000.0},"5089":{"employment_length":10,"home_ownership":"RENT","zip_code":"103xx","address_state":"NY","earliest_credit_line":1997,"annual_income":125000.0},"5090":{"employment_length":7,"home_ownership":"RENT","zip_code":"194xx","address_state":"PA","earliest_credit_line":2001,"annual_income":95000.0},"5091":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"809xx","address_state":"CO","earliest_credit_line":1994,"annual_income":110000.0},"5092":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1995,"annual_income":107000.0},"5093":{"employment_length":0,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":1992,"annual_income":179376.0},"5094":{"employment_length":4,"home_ownership":"RENT","zip_code":"193xx","address_state":"PA","earliest_credit_line":1999,"annual_income":95000.0},"5095":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":1993,"annual_income":135000.0},"5096":{"employment_length":1,"home_ownership":"OWN","zip_code":"314xx","address_state":"GA","earliest_credit_line":1995,"annual_income":96000.0},"5097":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1984,"annual_income":128000.0},"5098":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1998,"annual_income":123000.0},"5099":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":121000.0},"5100":{"employment_length":2,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":97000.0},"5101":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1998,"annual_income":95000.0},"5102":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"427xx","address_state":"KY","earliest_credit_line":1994,"annual_income":110000.0},"5103":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1980,"annual_income":110000.0},"5104":{"employment_length":4,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2001,"annual_income":150000.0},"5105":{"employment_length":7,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2001,"annual_income":94000.0},"5106":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1993,"annual_income":96000.0},"5107":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1996,"annual_income":98000.0},"5108":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1983,"annual_income":95000.0},"5109":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":2001,"annual_income":139000.0},"5110":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":1998,"annual_income":105000.0},"5111":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1996,"annual_income":96000.0},"5112":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1999,"annual_income":116000.0},"5113":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"100xx","address_state":"NY","earliest_credit_line":1977,"annual_income":110000.0},"5114":{"employment_length":6,"home_ownership":"RENT","zip_code":"197xx","address_state":"DE","earliest_credit_line":1986,"annual_income":92000.0},"5115":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2001,"annual_income":104400.0},"5116":{"employment_length":8,"home_ownership":"OWN","zip_code":"946xx","address_state":"CA","earliest_credit_line":1996,"annual_income":91800.0},"5117":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1995,"annual_income":93000.0},"5118":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"336xx","address_state":"FL","earliest_credit_line":1997,"annual_income":250000.0},"5119":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":1994,"annual_income":134000.0},"5120":{"employment_length":1,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1998,"annual_income":117000.0},"5121":{"employment_length":1,"home_ownership":"RENT","zip_code":"193xx","address_state":"PA","earliest_credit_line":1998,"annual_income":95000.0},"5122":{"employment_length":10,"home_ownership":"OWN","zip_code":"890xx","address_state":"NV","earliest_credit_line":2000,"annual_income":189000.0},"5123":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1990,"annual_income":100000.0},"5124":{"employment_length":1,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1997,"annual_income":100000.0},"5125":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1988,"annual_income":108000.0},"5126":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"895xx","address_state":"NV","earliest_credit_line":1995,"annual_income":165000.0},"5127":{"employment_length":4,"home_ownership":"RENT","zip_code":"016xx","address_state":"MA","earliest_credit_line":1989,"annual_income":110000.0},"5128":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1996,"annual_income":95000.0},"5129":{"employment_length":5,"home_ownership":"RENT","zip_code":"337xx","address_state":"FL","earliest_credit_line":1989,"annual_income":100000.0},"5130":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1994,"annual_income":116000.0},"5131":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"490xx","address_state":"MI","earliest_credit_line":1992,"annual_income":120000.0},"5132":{"employment_length":4,"home_ownership":"RENT","zip_code":"152xx","address_state":"PA","earliest_credit_line":1996,"annual_income":96000.0},"5133":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1992,"annual_income":200000.0},"5134":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":2001,"annual_income":160000.0},"5135":{"employment_length":7,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2003,"annual_income":98000.0},"5136":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":1985,"annual_income":93000.0},"5137":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1989,"annual_income":100800.0},"5138":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1995,"annual_income":152852.0},"5139":{"employment_length":1,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1995,"annual_income":150000.0},"5140":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"082xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":100000.0},"5141":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":1974,"annual_income":96000.0},"5142":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1990,"annual_income":118000.0},"5143":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"937xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"5144":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":115000.0},"5145":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1989,"annual_income":120000.0},"5146":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1998,"annual_income":115000.0},"5147":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"352xx","address_state":"AL","earliest_credit_line":2002,"annual_income":96000.0},"5148":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"196xx","address_state":"PA","earliest_credit_line":1986,"annual_income":112000.0},"5149":{"employment_length":5,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":2006,"annual_income":108192.0},"5150":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":2000,"annual_income":108000.0},"5151":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1986,"annual_income":97400.0},"5152":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"452xx","address_state":"OH","earliest_credit_line":1998,"annual_income":113004.0},"5153":{"employment_length":9,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1982,"annual_income":150000.0},"5154":{"employment_length":1,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2000,"annual_income":127000.0},"5155":{"employment_length":10,"home_ownership":"OWN","zip_code":"950xx","address_state":"CA","earliest_credit_line":1976,"annual_income":125040.0},"5156":{"employment_length":1,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2002,"annual_income":92000.0},"5157":{"employment_length":4,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":1992,"annual_income":135000.0},"5158":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"153xx","address_state":"PA","earliest_credit_line":2003,"annual_income":155000.0},"5159":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1999,"annual_income":105000.0},"5160":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1992,"annual_income":120000.0},"5161":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1979,"annual_income":104000.0},"5162":{"employment_length":10,"home_ownership":"OWN","zip_code":"441xx","address_state":"OH","earliest_credit_line":1997,"annual_income":125000.0},"5163":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1995,"annual_income":122350.0},"5164":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1996,"annual_income":115000.0},"5165":{"employment_length":10,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":1993,"annual_income":135000.0},"5166":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":96500.0},"5167":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"067xx","address_state":"CT","earliest_credit_line":2001,"annual_income":97000.0},"5168":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":92700.0},"5169":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1998,"annual_income":100000.0},"5170":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":250000.0},"5171":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"5172":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"060xx","address_state":"CT","earliest_credit_line":1998,"annual_income":156000.0},"5173":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"902xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"5174":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1989,"annual_income":91000.0},"5175":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"446xx","address_state":"OH","earliest_credit_line":1987,"annual_income":112000.0},"5176":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"363xx","address_state":"AL","earliest_credit_line":1995,"annual_income":91200.0},"5177":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1996,"annual_income":105500.0},"5178":{"employment_length":9,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2000,"annual_income":103000.0},"5179":{"employment_length":3,"home_ownership":"RENT","zip_code":"148xx","address_state":"NY","earliest_credit_line":2003,"annual_income":94000.0},"5180":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1993,"annual_income":203492.0},"5181":{"employment_length":7,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2002,"annual_income":95000.0},"5182":{"employment_length":10,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":1997,"annual_income":113000.0},"5183":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"805xx","address_state":"CO","earliest_credit_line":1986,"annual_income":107000.0},"5184":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1986,"annual_income":113349.0},"5185":{"employment_length":10,"home_ownership":"RENT","zip_code":"117xx","address_state":"NY","earliest_credit_line":1998,"annual_income":110000.0},"5186":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1993,"annual_income":140000.0},"5187":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"546xx","address_state":"WI","earliest_credit_line":1991,"annual_income":115000.0},"5188":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1994,"annual_income":97000.0},"5189":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"029xx","address_state":"RI","earliest_credit_line":1996,"annual_income":205000.0},"5190":{"employment_length":4,"home_ownership":"RENT","zip_code":"079xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":150000.0},"5191":{"employment_length":1,"home_ownership":"RENT","zip_code":"786xx","address_state":"TX","earliest_credit_line":1997,"annual_income":110000.0},"5192":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1996,"annual_income":119988.0},"5193":{"employment_length":10,"home_ownership":"OWN","zip_code":"207xx","address_state":"MD","earliest_credit_line":1995,"annual_income":92000.0},"5194":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1990,"annual_income":147000.0},"5195":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"065xx","address_state":"CT","earliest_credit_line":1995,"annual_income":180000.0},"5196":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"349xx","address_state":"FL","earliest_credit_line":1971,"annual_income":170000.0},"5197":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1999,"annual_income":135000.0},"5198":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":2000,"annual_income":100000.0},"5199":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"255xx","address_state":"WV","earliest_credit_line":1985,"annual_income":129600.0},"5200":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1999,"annual_income":160000.0},"5201":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"652xx","address_state":"MO","earliest_credit_line":1991,"annual_income":100800.0},"5202":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1992,"annual_income":110000.0},"5203":{"employment_length":4,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1986,"annual_income":125000.0},"5204":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"907xx","address_state":"CA","earliest_credit_line":1990,"annual_income":105000.0},"5205":{"employment_length":9,"home_ownership":"RENT","zip_code":"208xx","address_state":"MD","earliest_credit_line":1998,"annual_income":91000.0},"5206":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1984,"annual_income":100000.0},"5207":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"954xx","address_state":"CA","earliest_credit_line":1985,"annual_income":126000.0},"5208":{"employment_length":1,"home_ownership":"RENT","zip_code":"441xx","address_state":"OH","earliest_credit_line":1996,"annual_income":104208.0},"5209":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"180xx","address_state":"PA","earliest_credit_line":1993,"annual_income":120000.0},"5210":{"employment_length":6,"home_ownership":"RENT","zip_code":"116xx","address_state":"NY","earliest_credit_line":1995,"annual_income":120000.0},"5211":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2007,"annual_income":135000.0},"5212":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"238xx","address_state":"VA","earliest_credit_line":1990,"annual_income":124000.0},"5213":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1994,"annual_income":123000.0},"5214":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"751xx","address_state":"TX","earliest_credit_line":1988,"annual_income":119000.0},"5215":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1996,"annual_income":130000.0},"5216":{"employment_length":3,"home_ownership":"RENT","zip_code":"480xx","address_state":"MI","earliest_credit_line":2008,"annual_income":132000.0},"5217":{"employment_length":3,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1998,"annual_income":93941.0},"5218":{"employment_length":7,"home_ownership":"OWN","zip_code":"900xx","address_state":"CA","earliest_credit_line":2000,"annual_income":225000.0},"5219":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1997,"annual_income":92000.0},"5220":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1998,"annual_income":99996.0},"5221":{"employment_length":6,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":130000.0},"5222":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1994,"annual_income":94450.0},"5223":{"employment_length":5,"home_ownership":"RENT","zip_code":"925xx","address_state":"CA","earliest_credit_line":2005,"annual_income":100000.0},"5224":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":92000.0},"5225":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1995,"annual_income":91800.0},"5226":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"430xx","address_state":"OH","earliest_credit_line":1994,"annual_income":134900.0},"5227":{"employment_length":1,"home_ownership":"RENT","zip_code":"234xx","address_state":"VA","earliest_credit_line":1995,"annual_income":145000.0},"5228":{"employment_length":10,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2000,"annual_income":110000.0},"5229":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":2004,"annual_income":96000.0},"5230":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1997,"annual_income":93000.0},"5231":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1986,"annual_income":203718.0},"5232":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"358xx","address_state":"AL","earliest_credit_line":1995,"annual_income":94000.0},"5233":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"234xx","address_state":"VA","earliest_credit_line":1998,"annual_income":109000.0},"5234":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"705xx","address_state":"LA","earliest_credit_line":2000,"annual_income":115000.0},"5235":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"261xx","address_state":"WV","earliest_credit_line":2003,"annual_income":107500.0},"5236":{"employment_length":10,"home_ownership":"RENT","zip_code":"960xx","address_state":"CA","earliest_credit_line":2000,"annual_income":93808.0},"5237":{"employment_length":1,"home_ownership":"RENT","zip_code":"554xx","address_state":"MN","earliest_credit_line":2007,"annual_income":96000.0},"5238":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":1993,"annual_income":120000.0},"5239":{"employment_length":10,"home_ownership":"OWN","zip_code":"703xx","address_state":"LA","earliest_credit_line":2000,"annual_income":100000.0},"5240":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":2001,"annual_income":146928.0},"5241":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2001,"annual_income":115000.0},"5242":{"employment_length":10,"home_ownership":"OWN","zip_code":"082xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":172000.0},"5243":{"employment_length":1,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":2011,"annual_income":100000.0},"5244":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1998,"annual_income":124000.0},"5245":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":125000.0},"5246":{"employment_length":3,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1997,"annual_income":205000.0},"5247":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1985,"annual_income":119888.0},"5248":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"530xx","address_state":"WI","earliest_credit_line":1995,"annual_income":340000.0},"5249":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":2004,"annual_income":96880.0},"5250":{"employment_length":10,"home_ownership":"OWN","zip_code":"104xx","address_state":"NY","earliest_credit_line":1987,"annual_income":97000.0},"5251":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"776xx","address_state":"TX","earliest_credit_line":1994,"annual_income":146500.0},"5252":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":2005,"annual_income":120000.0},"5253":{"employment_length":5,"home_ownership":"RENT","zip_code":"230xx","address_state":"VA","earliest_credit_line":1996,"annual_income":99000.0},"5254":{"employment_length":3,"home_ownership":"OWN","zip_code":"103xx","address_state":"NY","earliest_credit_line":1999,"annual_income":94000.0},"5255":{"employment_length":7,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1996,"annual_income":106000.0},"5256":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"077xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":200000.0},"5257":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":2005,"annual_income":113000.0},"5258":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":2004,"annual_income":98000.0},"5259":{"employment_length":10,"home_ownership":"OWN","zip_code":"153xx","address_state":"PA","earliest_credit_line":2005,"annual_income":110000.0},"5260":{"employment_length":10,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":2002,"annual_income":107900.0},"5261":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"148xx","address_state":"NY","earliest_credit_line":1978,"annual_income":125000.0},"5262":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":2001,"annual_income":124800.0},"5263":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2002,"annual_income":95000.0},"5264":{"employment_length":6,"home_ownership":"RENT","zip_code":"544xx","address_state":"WI","earliest_credit_line":2000,"annual_income":95000.0},"5265":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1995,"annual_income":107000.0},"5266":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":2007,"annual_income":156000.0},"5267":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"986xx","address_state":"WA","earliest_credit_line":1999,"annual_income":178000.0},"5268":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"927xx","address_state":"CA","earliest_credit_line":1999,"annual_income":125000.0},"5269":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"344xx","address_state":"FL","earliest_credit_line":2000,"annual_income":100000.0},"5270":{"employment_length":0,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1982,"annual_income":95000.0},"5271":{"employment_length":10,"home_ownership":"RENT","zip_code":"278xx","address_state":"NC","earliest_credit_line":2000,"annual_income":113000.0},"5272":{"employment_length":10,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1986,"annual_income":92000.0},"5273":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":1992,"annual_income":115000.0},"5274":{"employment_length":10,"home_ownership":"RENT","zip_code":"060xx","address_state":"CT","earliest_credit_line":1983,"annual_income":92600.0},"5275":{"employment_length":10,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1997,"annual_income":120000.0},"5276":{"employment_length":1,"home_ownership":"OWN","zip_code":"707xx","address_state":"LA","earliest_credit_line":1995,"annual_income":95000.0},"5277":{"employment_length":5,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":2003,"annual_income":115000.0},"5278":{"employment_length":2,"home_ownership":"RENT","zip_code":"653xx","address_state":"MO","earliest_credit_line":2005,"annual_income":135000.0},"5279":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2011,"annual_income":100800.0},"5280":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1999,"annual_income":99000.0},"5281":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"491xx","address_state":"MI","earliest_credit_line":1984,"annual_income":140000.0},"5282":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1995,"annual_income":103000.0},"5283":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1984,"annual_income":101500.0},"5284":{"employment_length":4,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2008,"annual_income":115000.0},"5285":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"939xx","address_state":"CA","earliest_credit_line":2003,"annual_income":120000.0},"5286":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"765xx","address_state":"TX","earliest_credit_line":2005,"annual_income":115000.0},"5287":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1994,"annual_income":96000.0},"5288":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1997,"annual_income":128000.0},"5289":{"employment_length":10,"home_ownership":"OWN","zip_code":"302xx","address_state":"GA","earliest_credit_line":1999,"annual_income":97500.0},"5290":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1989,"annual_income":143000.0},"5291":{"employment_length":10,"home_ownership":"RENT","zip_code":"611xx","address_state":"IL","earliest_credit_line":1992,"annual_income":104000.0},"5292":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":2000,"annual_income":93730.0},"5293":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"089xx","address_state":"NJ","earliest_credit_line":1993,"annual_income":160000.0},"5294":{"employment_length":10,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":2001,"annual_income":105000.0},"5295":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"707xx","address_state":"LA","earliest_credit_line":1994,"annual_income":110000.0},"5296":{"employment_length":8,"home_ownership":"RENT","zip_code":"074xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":98000.0},"5297":{"employment_length":7,"home_ownership":"OWN","zip_code":"125xx","address_state":"NY","earliest_credit_line":1980,"annual_income":140000.0},"5298":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1998,"annual_income":115000.0},"5299":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":2010,"annual_income":106000.0},"5300":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"326xx","address_state":"FL","earliest_credit_line":1993,"annual_income":93000.0},"5301":{"employment_length":5,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":150000.0},"5302":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"730xx","address_state":"OK","earliest_credit_line":1996,"annual_income":100000.0},"5303":{"employment_length":10,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":94000.0},"5304":{"employment_length":10,"home_ownership":"OWN","zip_code":"622xx","address_state":"IL","earliest_credit_line":1995,"annual_income":97000.0},"5305":{"employment_length":3,"home_ownership":"RENT","zip_code":"970xx","address_state":"OR","earliest_credit_line":1997,"annual_income":100000.0},"5306":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"170xx","address_state":"PA","earliest_credit_line":1985,"annual_income":94000.0},"5307":{"employment_length":9,"home_ownership":"RENT","zip_code":"430xx","address_state":"OH","earliest_credit_line":1995,"annual_income":95000.0},"5308":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1993,"annual_income":160000.0},"5309":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":2002,"annual_income":110000.0},"5310":{"employment_length":5,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":1996,"annual_income":210000.0},"5311":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"329xx","address_state":"FL","earliest_credit_line":1990,"annual_income":118040.0},"5312":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"496xx","address_state":"MI","earliest_credit_line":1995,"annual_income":105000.0},"5313":{"employment_length":10,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":1997,"annual_income":95000.0},"5314":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":2001,"annual_income":126000.0},"5315":{"employment_length":8,"home_ownership":"OWN","zip_code":"212xx","address_state":"MD","earliest_credit_line":1993,"annual_income":101000.0},"5316":{"employment_length":4,"home_ownership":"RENT","zip_code":"452xx","address_state":"OH","earliest_credit_line":2004,"annual_income":92250.0},"5317":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110000.0},"5318":{"employment_length":10,"home_ownership":"RENT","zip_code":"207xx","address_state":"MD","earliest_credit_line":2004,"annual_income":101000.0},"5319":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"932xx","address_state":"CA","earliest_credit_line":2000,"annual_income":264000.0},"5320":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"599xx","address_state":"MT","earliest_credit_line":1997,"annual_income":98000.0},"5321":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"440xx","address_state":"OH","earliest_credit_line":1997,"annual_income":98500.0},"5322":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"156xx","address_state":"PA","earliest_credit_line":2002,"annual_income":140000.0},"5323":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":2000,"annual_income":98000.0},"5324":{"employment_length":9,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"5325":{"employment_length":2,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":1999,"annual_income":185000.0},"5326":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"217xx","address_state":"MD","earliest_credit_line":2001,"annual_income":100000.0},"5327":{"employment_length":8,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2000,"annual_income":159000.0},"5328":{"employment_length":7,"home_ownership":"OWN","zip_code":"328xx","address_state":"FL","earliest_credit_line":1989,"annual_income":110676.0},"5329":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1987,"annual_income":136700.0},"5330":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":1999,"annual_income":135000.0},"5331":{"employment_length":4,"home_ownership":"RENT","zip_code":"450xx","address_state":"OH","earliest_credit_line":1993,"annual_income":105000.0},"5332":{"employment_length":10,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2005,"annual_income":113000.0},"5333":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"154xx","address_state":"PA","earliest_credit_line":1994,"annual_income":155000.0},"5334":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":2001,"annual_income":100000.0},"5335":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":2002,"annual_income":98281.0},"5336":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2005,"annual_income":118320.0},"5337":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"871xx","address_state":"NM","earliest_credit_line":2001,"annual_income":105000.0},"5338":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"856xx","address_state":"AZ","earliest_credit_line":1985,"annual_income":170000.0},"5339":{"employment_length":6,"home_ownership":"RENT","zip_code":"240xx","address_state":"VA","earliest_credit_line":2000,"annual_income":95000.0},"5340":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":1994,"annual_income":110000.0},"5341":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1989,"annual_income":98600.0},"5342":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"903xx","address_state":"CA","earliest_credit_line":1989,"annual_income":91350.0},"5343":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"954xx","address_state":"CA","earliest_credit_line":1994,"annual_income":133000.0},"5344":{"employment_length":4,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"5345":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"118xx","address_state":"NY","earliest_credit_line":2005,"annual_income":115000.0},"5346":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"168xx","address_state":"PA","earliest_credit_line":1999,"annual_income":95000.0},"5347":{"employment_length":1,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":1993,"annual_income":160000.0},"5348":{"employment_length":2,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":1990,"annual_income":102000.0},"5349":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":130000.0},"5350":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1994,"annual_income":97000.0},"5351":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"280xx","address_state":"NC","earliest_credit_line":1994,"annual_income":103000.0},"5352":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1980,"annual_income":100000.0},"5353":{"employment_length":10,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1995,"annual_income":97000.0},"5354":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2004,"annual_income":100000.0},"5355":{"employment_length":7,"home_ownership":"RENT","zip_code":"322xx","address_state":"FL","earliest_credit_line":2001,"annual_income":127000.0},"5356":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":1977,"annual_income":91673.0},"5357":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1994,"annual_income":287500.0},"5358":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1993,"annual_income":95000.0},"5359":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"027xx","address_state":"MA","earliest_credit_line":2001,"annual_income":92000.0},"5360":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1997,"annual_income":230000.0},"5361":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":1994,"annual_income":95000.0},"5362":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1993,"annual_income":130000.0},"5363":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":2003,"annual_income":120000.0},"5364":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1991,"annual_income":136000.0},"5365":{"employment_length":5,"home_ownership":"RENT","zip_code":"959xx","address_state":"CA","earliest_credit_line":1987,"annual_income":111000.0},"5366":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1995,"annual_income":117000.0},"5367":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"082xx","address_state":"NJ","earliest_credit_line":1985,"annual_income":150000.0},"5368":{"employment_length":6,"home_ownership":"RENT","zip_code":"315xx","address_state":"GA","earliest_credit_line":2004,"annual_income":130000.0},"5369":{"employment_length":3,"home_ownership":"OWN","zip_code":"441xx","address_state":"OH","earliest_credit_line":1991,"annual_income":150000.0},"5370":{"employment_length":10,"home_ownership":"OWN","zip_code":"208xx","address_state":"MD","earliest_credit_line":1995,"annual_income":110000.0},"5371":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":2000,"annual_income":94000.0},"5372":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1999,"annual_income":130000.0},"5373":{"employment_length":2,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"5374":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2002,"annual_income":100000.0},"5375":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"019xx","address_state":"MA","earliest_credit_line":2006,"annual_income":100000.0},"5376":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"864xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":200000.0},"5377":{"employment_length":4,"home_ownership":"OWN","zip_code":"937xx","address_state":"CA","earliest_credit_line":1997,"annual_income":147000.0},"5378":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1986,"annual_income":131000.0},"5379":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"162xx","address_state":"PA","earliest_credit_line":1989,"annual_income":96000.0},"5380":{"employment_length":1,"home_ownership":"RENT","zip_code":"296xx","address_state":"SC","earliest_credit_line":2001,"annual_income":104000.0},"5381":{"employment_length":10,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":100000.0},"5382":{"employment_length":1,"home_ownership":"OWN","zip_code":"201xx","address_state":"VA","earliest_credit_line":1999,"annual_income":110000.0},"5383":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"083xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":109166.0},"5384":{"employment_length":8,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":127100.0},"5385":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"651xx","address_state":"MO","earliest_credit_line":1997,"annual_income":91000.0},"5386":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":110000.0},"5387":{"employment_length":4,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":190000.0},"5388":{"employment_length":1,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":2002,"annual_income":250000.0},"5389":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":2002,"annual_income":103000.0},"5390":{"employment_length":9,"home_ownership":"RENT","zip_code":"352xx","address_state":"AL","earliest_credit_line":2007,"annual_income":124800.0},"5391":{"employment_length":10,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1987,"annual_income":95000.0},"5392":{"employment_length":10,"home_ownership":"OWN","zip_code":"322xx","address_state":"FL","earliest_credit_line":1991,"annual_income":250000.0},"5393":{"employment_length":10,"home_ownership":"RENT","zip_code":"089xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":109000.0},"5394":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"882xx","address_state":"NM","earliest_credit_line":1994,"annual_income":116000.0},"5395":{"employment_length":1,"home_ownership":"RENT","zip_code":"931xx","address_state":"CA","earliest_credit_line":1996,"annual_income":100395.0},"5396":{"employment_length":1,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1995,"annual_income":95000.0},"5397":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1977,"annual_income":150000.0},"5398":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1996,"annual_income":101000.0},"5399":{"employment_length":10,"home_ownership":"RENT","zip_code":"347xx","address_state":"FL","earliest_credit_line":1994,"annual_income":101700.0},"5400":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":2002,"annual_income":110000.0},"5401":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1984,"annual_income":145000.0},"5402":{"employment_length":2,"home_ownership":"RENT","zip_code":"700xx","address_state":"LA","earliest_credit_line":1995,"annual_income":180000.0},"5403":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":120000.0},"5404":{"employment_length":10,"home_ownership":"OWN","zip_code":"334xx","address_state":"FL","earliest_credit_line":1983,"annual_income":100000.0},"5405":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1995,"annual_income":140000.0},"5406":{"employment_length":1,"home_ownership":"RENT","zip_code":"480xx","address_state":"MI","earliest_credit_line":2009,"annual_income":92500.0},"5407":{"employment_length":4,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2007,"annual_income":100000.0},"5408":{"employment_length":0,"home_ownership":"OWN","zip_code":"985xx","address_state":"WA","earliest_credit_line":2003,"annual_income":150000.0},"5409":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"920xx","address_state":"CA","earliest_credit_line":1994,"annual_income":132000.0},"5410":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":1990,"annual_income":130000.0},"5411":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1999,"annual_income":110000.0},"5412":{"employment_length":10,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":1990,"annual_income":102000.0},"5413":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1995,"annual_income":150000.0},"5414":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1976,"annual_income":95000.0},"5415":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2001,"annual_income":121000.0},"5416":{"employment_length":9,"home_ownership":"OWN","zip_code":"953xx","address_state":"CA","earliest_credit_line":1984,"annual_income":155000.0},"5417":{"employment_length":10,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1998,"annual_income":95000.0},"5418":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"337xx","address_state":"FL","earliest_credit_line":2001,"annual_income":98000.0},"5419":{"employment_length":10,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":2002,"annual_income":135000.0},"5420":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":99750.0},"5421":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"907xx","address_state":"CA","earliest_credit_line":2003,"annual_income":98000.0},"5422":{"employment_length":10,"home_ownership":"RENT","zip_code":"106xx","address_state":"NY","earliest_credit_line":1993,"annual_income":125000.0},"5423":{"employment_length":10,"home_ownership":"RENT","zip_code":"662xx","address_state":"KS","earliest_credit_line":1992,"annual_income":114000.0},"5424":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"493xx","address_state":"MI","earliest_credit_line":2001,"annual_income":120000.0},"5425":{"employment_length":7,"home_ownership":"RENT","zip_code":"937xx","address_state":"CA","earliest_credit_line":2008,"annual_income":120000.0},"5426":{"employment_length":3,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":2001,"annual_income":110000.0},"5427":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1994,"annual_income":104000.0},"5428":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":120000.0},"5429":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1995,"annual_income":100000.0},"5430":{"employment_length":4,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2002,"annual_income":126000.0},"5431":{"employment_length":7,"home_ownership":"RENT","zip_code":"123xx","address_state":"NY","earliest_credit_line":2003,"annual_income":180000.0},"5432":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":2001,"annual_income":168000.0},"5433":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":2002,"annual_income":125000.0},"5434":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"381xx","address_state":"TN","earliest_credit_line":1987,"annual_income":97000.0},"5435":{"employment_length":6,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1995,"annual_income":100000.0},"5436":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":2006,"annual_income":106000.0},"5437":{"employment_length":9,"home_ownership":"OWN","zip_code":"193xx","address_state":"PA","earliest_credit_line":1990,"annual_income":293000.0},"5438":{"employment_length":8,"home_ownership":"RENT","zip_code":"151xx","address_state":"PA","earliest_credit_line":2000,"annual_income":92000.0},"5439":{"employment_length":7,"home_ownership":"RENT","zip_code":"191xx","address_state":"PA","earliest_credit_line":1994,"annual_income":145000.0},"5440":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":1995,"annual_income":190000.0},"5441":{"employment_length":4,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":2004,"annual_income":100104.0},"5442":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":2000,"annual_income":115000.0},"5443":{"employment_length":2,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2003,"annual_income":100000.0},"5444":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"961xx","address_state":"CA","earliest_credit_line":2005,"annual_income":91000.0},"5445":{"employment_length":10,"home_ownership":"RENT","zip_code":"922xx","address_state":"CA","earliest_credit_line":1995,"annual_income":125000.0},"5446":{"employment_length":5,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":100000.0},"5447":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":150000.0},"5448":{"employment_length":8,"home_ownership":"RENT","zip_code":"450xx","address_state":"OH","earliest_credit_line":2000,"annual_income":110000.0},"5449":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"131xx","address_state":"NY","earliest_credit_line":1996,"annual_income":135000.0},"5450":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"724xx","address_state":"AR","earliest_credit_line":1998,"annual_income":95000.0},"5451":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"870xx","address_state":"NM","earliest_credit_line":1990,"annual_income":120000.0},"5452":{"employment_length":6,"home_ownership":"OWN","zip_code":"958xx","address_state":"CA","earliest_credit_line":1975,"annual_income":120000.0},"5453":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1994,"annual_income":98000.0},"5454":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"308xx","address_state":"GA","earliest_credit_line":2002,"annual_income":125000.0},"5455":{"employment_length":5,"home_ownership":"RENT","zip_code":"855xx","address_state":"AZ","earliest_credit_line":1994,"annual_income":100000.0},"5456":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":1999,"annual_income":99000.0},"5457":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1987,"annual_income":153000.0},"5458":{"employment_length":2,"home_ownership":"OWN","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":105000.0},"5459":{"employment_length":10,"home_ownership":"RENT","zip_code":"971xx","address_state":"OR","earliest_credit_line":1991,"annual_income":114000.0},"5460":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"933xx","address_state":"CA","earliest_credit_line":1998,"annual_income":95000.0},"5461":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1985,"annual_income":149000.0},"5462":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"157xx","address_state":"PA","earliest_credit_line":1998,"annual_income":100000.0},"5463":{"employment_length":10,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"5464":{"employment_length":0,"home_ownership":"RENT","zip_code":"968xx","address_state":"HI","earliest_credit_line":1975,"annual_income":120000.0},"5465":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1979,"annual_income":106800.0},"5466":{"employment_length":10,"home_ownership":"OWN","zip_code":"914xx","address_state":"CA","earliest_credit_line":1998,"annual_income":95280.0},"5467":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"778xx","address_state":"TX","earliest_credit_line":1995,"annual_income":120000.0},"5468":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"741xx","address_state":"OK","earliest_credit_line":2005,"annual_income":95000.0},"5469":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2005,"annual_income":126000.0},"5470":{"employment_length":7,"home_ownership":"RENT","zip_code":"727xx","address_state":"AR","earliest_credit_line":1993,"annual_income":106000.0},"5471":{"employment_length":9,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":96000.0},"5472":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"390xx","address_state":"MS","earliest_credit_line":1999,"annual_income":100000.0},"5473":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1994,"annual_income":110000.0},"5474":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"224xx","address_state":"VA","earliest_credit_line":1999,"annual_income":100450.0},"5475":{"employment_length":5,"home_ownership":"RENT","zip_code":"970xx","address_state":"OR","earliest_credit_line":1994,"annual_income":95000.0},"5476":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1995,"annual_income":115000.0},"5477":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"120xx","address_state":"NY","earliest_credit_line":1986,"annual_income":220000.0},"5478":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1994,"annual_income":95000.0},"5479":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":125000.0},"5480":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":2004,"annual_income":91000.0},"5481":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"923xx","address_state":"CA","earliest_credit_line":1990,"annual_income":120000.0},"5482":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":1999,"annual_income":102000.0},"5483":{"employment_length":9,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1997,"annual_income":110000.0},"5484":{"employment_length":2,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2007,"annual_income":105000.0},"5485":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"461xx","address_state":"IN","earliest_credit_line":1998,"annual_income":100000.0},"5486":{"employment_length":7,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":1994,"annual_income":100000.0},"5487":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1994,"annual_income":138000.0},"5488":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"370xx","address_state":"TN","earliest_credit_line":2010,"annual_income":115000.0},"5489":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1994,"annual_income":120000.0},"5490":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"078xx","address_state":"NJ","earliest_credit_line":1998,"annual_income":125000.0},"5491":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1990,"annual_income":105000.0},"5492":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1992,"annual_income":115000.0},"5493":{"employment_length":8,"home_ownership":"OWN","zip_code":"785xx","address_state":"TX","earliest_credit_line":2005,"annual_income":115000.0},"5494":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1984,"annual_income":110000.0},"5495":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1998,"annual_income":130000.0},"5496":{"employment_length":10,"home_ownership":"RENT","zip_code":"550xx","address_state":"MN","earliest_credit_line":1984,"annual_income":120000.0},"5497":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2002,"annual_income":96000.0},"5498":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":140000.0},"5499":{"employment_length":1,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2004,"annual_income":95000.0},"5500":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":2004,"annual_income":95000.0},"5501":{"employment_length":1,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":126000.0},"5502":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"303xx","address_state":"GA","earliest_credit_line":1990,"annual_income":195000.0},"5503":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1994,"annual_income":93264.0},"5504":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":90300.0},"5505":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1993,"annual_income":116000.0},"5506":{"employment_length":10,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1993,"annual_income":96000.0},"5507":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"273xx","address_state":"NC","earliest_credit_line":1993,"annual_income":120000.0},"5508":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1999,"annual_income":129200.0},"5509":{"employment_length":10,"home_ownership":"RENT","zip_code":"774xx","address_state":"TX","earliest_credit_line":1984,"annual_income":98000.0},"5510":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":200000.0},"5511":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"016xx","address_state":"MA","earliest_credit_line":2003,"annual_income":97000.0},"5512":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2003,"annual_income":106500.0},"5513":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1988,"annual_income":93000.0},"5514":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"359xx","address_state":"AL","earliest_credit_line":2000,"annual_income":98000.0},"5515":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"769xx","address_state":"TX","earliest_credit_line":2002,"annual_income":98000.0},"5516":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"261xx","address_state":"WV","earliest_credit_line":1988,"annual_income":110000.0},"5517":{"employment_length":3,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2010,"annual_income":119000.0},"5518":{"employment_length":9,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":2005,"annual_income":150000.0},"5519":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"764xx","address_state":"TX","earliest_credit_line":2004,"annual_income":95000.0},"5520":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"795xx","address_state":"TX","earliest_credit_line":2004,"annual_income":140000.0},"5521":{"employment_length":1,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1994,"annual_income":95000.0},"5522":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":127000.0},"5523":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"315xx","address_state":"GA","earliest_credit_line":1991,"annual_income":102000.0},"5524":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1991,"annual_income":132000.0},"5525":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"704xx","address_state":"LA","earliest_credit_line":1989,"annual_income":133000.0},"5526":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1991,"annual_income":105000.0},"5527":{"employment_length":3,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"5528":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1999,"annual_income":92000.0},"5529":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1999,"annual_income":320000.0},"5530":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"131xx","address_state":"NY","earliest_credit_line":1995,"annual_income":100000.0},"5531":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"840xx","address_state":"UT","earliest_credit_line":2003,"annual_income":120000.0},"5532":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1999,"annual_income":125000.0},"5533":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1999,"annual_income":100000.0},"5534":{"employment_length":6,"home_ownership":"OWN","zip_code":"020xx","address_state":"MA","earliest_credit_line":1987,"annual_income":130000.0},"5535":{"employment_length":4,"home_ownership":"RENT","zip_code":"337xx","address_state":"FL","earliest_credit_line":2005,"annual_income":135000.0},"5536":{"employment_length":10,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1991,"annual_income":95000.0},"5537":{"employment_length":6,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1985,"annual_income":112000.0},"5538":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1995,"annual_income":350000.0},"5539":{"employment_length":0,"home_ownership":"OWN","zip_code":"220xx","address_state":"VA","earliest_credit_line":1979,"annual_income":122557.0},"5540":{"employment_length":7,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":2004,"annual_income":110000.0},"5541":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"5542":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"223xx","address_state":"VA","earliest_credit_line":2002,"annual_income":120000.0},"5543":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":2001,"annual_income":99056.0},"5544":{"employment_length":2,"home_ownership":"RENT","zip_code":"303xx","address_state":"GA","earliest_credit_line":2000,"annual_income":98200.0},"5545":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1999,"annual_income":202000.0},"5546":{"employment_length":2,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2004,"annual_income":100000.0},"5547":{"employment_length":2,"home_ownership":"OWN","zip_code":"346xx","address_state":"FL","earliest_credit_line":1996,"annual_income":194000.0},"5548":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"242xx","address_state":"VA","earliest_credit_line":2003,"annual_income":91850.0},"5549":{"employment_length":4,"home_ownership":"RENT","zip_code":"917xx","address_state":"CA","earliest_credit_line":1998,"annual_income":105000.0},"5550":{"employment_length":10,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1993,"annual_income":105000.0},"5551":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"206xx","address_state":"MD","earliest_credit_line":2000,"annual_income":95785.0},"5552":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":2000,"annual_income":120000.0},"5553":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":2000,"annual_income":95000.0},"5554":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"283xx","address_state":"NC","earliest_credit_line":1980,"annual_income":116000.0},"5555":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":2000,"annual_income":125000.0},"5556":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2003,"annual_income":95000.0},"5557":{"employment_length":7,"home_ownership":"RENT","zip_code":"295xx","address_state":"SC","earliest_credit_line":2009,"annual_income":190000.0},"5558":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1999,"annual_income":103000.0},"5559":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":2002,"annual_income":130000.0},"5560":{"employment_length":4,"home_ownership":"RENT","zip_code":"801xx","address_state":"CO","earliest_credit_line":2002,"annual_income":110000.0},"5561":{"employment_length":10,"home_ownership":"RENT","zip_code":"910xx","address_state":"CA","earliest_credit_line":1996,"annual_income":130000.0},"5562":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":2001,"annual_income":95000.0},"5563":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"553xx","address_state":"MN","earliest_credit_line":1986,"annual_income":93000.0},"5564":{"employment_length":10,"home_ownership":"RENT","zip_code":"301xx","address_state":"GA","earliest_credit_line":1997,"annual_income":91983.0},"5565":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1996,"annual_income":90151.0},"5566":{"employment_length":10,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":2001,"annual_income":102000.0},"5567":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1991,"annual_income":105000.0},"5568":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1993,"annual_income":200000.0},"5569":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"928xx","address_state":"CA","earliest_credit_line":2005,"annual_income":91000.0},"5570":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2000,"annual_income":110000.0},"5571":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":2005,"annual_income":100000.0},"5572":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"551xx","address_state":"MN","earliest_credit_line":1997,"annual_income":125000.0},"5573":{"employment_length":10,"home_ownership":"RENT","zip_code":"301xx","address_state":"GA","earliest_credit_line":2001,"annual_income":103000.0},"5574":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"129xx","address_state":"NY","earliest_credit_line":2001,"annual_income":104236.0},"5575":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"062xx","address_state":"CT","earliest_credit_line":2006,"annual_income":100000.0},"5576":{"employment_length":10,"home_ownership":"RENT","zip_code":"801xx","address_state":"CO","earliest_credit_line":1998,"annual_income":98000.0},"5577":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1989,"annual_income":140700.0},"5578":{"employment_length":10,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1999,"annual_income":108000.0},"5579":{"employment_length":3,"home_ownership":"OWN","zip_code":"757xx","address_state":"TX","earliest_credit_line":2002,"annual_income":155000.0},"5580":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":1987,"annual_income":100661.0},"5581":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2004,"annual_income":105000.0},"5582":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"484xx","address_state":"MI","earliest_credit_line":1996,"annual_income":138000.0},"5583":{"employment_length":1,"home_ownership":"RENT","zip_code":"944xx","address_state":"CA","earliest_credit_line":2005,"annual_income":120000.0},"5584":{"employment_length":3,"home_ownership":"RENT","zip_code":"480xx","address_state":"MI","earliest_credit_line":1989,"annual_income":126000.0},"5585":{"employment_length":2,"home_ownership":"RENT","zip_code":"232xx","address_state":"VA","earliest_credit_line":1996,"annual_income":92000.0},"5586":{"employment_length":10,"home_ownership":"RENT","zip_code":"757xx","address_state":"TX","earliest_credit_line":1998,"annual_income":125000.0},"5587":{"employment_length":5,"home_ownership":"RENT","zip_code":"300xx","address_state":"GA","earliest_credit_line":1993,"annual_income":125000.0},"5588":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":1993,"annual_income":93000.0},"5589":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1999,"annual_income":101200.0},"5590":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"286xx","address_state":"NC","earliest_credit_line":2004,"annual_income":150000.0},"5591":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1997,"annual_income":101000.0},"5592":{"employment_length":3,"home_ownership":"RENT","zip_code":"432xx","address_state":"OH","earliest_credit_line":1991,"annual_income":93100.0},"5593":{"employment_length":0,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1988,"annual_income":129600.0},"5594":{"employment_length":9,"home_ownership":"RENT","zip_code":"551xx","address_state":"MN","earliest_credit_line":2004,"annual_income":100000.0},"5595":{"employment_length":8,"home_ownership":"RENT","zip_code":"782xx","address_state":"TX","earliest_credit_line":1995,"annual_income":107447.0},"5596":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"810xx","address_state":"CO","earliest_credit_line":2003,"annual_income":100000.0},"5597":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1997,"annual_income":95000.0},"5598":{"employment_length":10,"home_ownership":"RENT","zip_code":"532xx","address_state":"WI","earliest_credit_line":1998,"annual_income":100000.0},"5599":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1994,"annual_income":101500.0},"5600":{"employment_length":6,"home_ownership":"OWN","zip_code":"255xx","address_state":"WV","earliest_credit_line":1994,"annual_income":94500.0},"5601":{"employment_length":10,"home_ownership":"OWN","zip_code":"936xx","address_state":"CA","earliest_credit_line":1993,"annual_income":110000.0},"5602":{"employment_length":1,"home_ownership":"RENT","zip_code":"535xx","address_state":"WI","earliest_credit_line":1988,"annual_income":92000.0},"5603":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1990,"annual_income":96000.0},"5604":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1996,"annual_income":97000.0},"5605":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"720xx","address_state":"AR","earliest_credit_line":1998,"annual_income":96000.0},"5606":{"employment_length":9,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":2000,"annual_income":100000.0},"5607":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1993,"annual_income":100000.0},"5608":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"171xx","address_state":"PA","earliest_credit_line":1995,"annual_income":134000.0},"5609":{"employment_length":4,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":1995,"annual_income":105000.0},"5610":{"employment_length":4,"home_ownership":"RENT","zip_code":"191xx","address_state":"PA","earliest_credit_line":2004,"annual_income":135000.0},"5611":{"employment_length":10,"home_ownership":"OWN","zip_code":"222xx","address_state":"VA","earliest_credit_line":1998,"annual_income":150000.0},"5612":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"550xx","address_state":"MN","earliest_credit_line":1997,"annual_income":110000.0},"5613":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"351xx","address_state":"AL","earliest_credit_line":1976,"annual_income":150000.0},"5614":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1997,"annual_income":97000.0},"5615":{"employment_length":2,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2004,"annual_income":100000.0},"5616":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1988,"annual_income":115000.0},"5617":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1998,"annual_income":109000.0},"5618":{"employment_length":5,"home_ownership":"RENT","zip_code":"223xx","address_state":"VA","earliest_credit_line":1985,"annual_income":170000.0},"5619":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":2000,"annual_income":102500.0},"5620":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"601xx","address_state":"IL","earliest_credit_line":1990,"annual_income":126000.0},"5621":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":2002,"annual_income":98000.0},"5622":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"390xx","address_state":"MS","earliest_credit_line":1993,"annual_income":93160.0},"5623":{"employment_length":8,"home_ownership":"OWN","zip_code":"783xx","address_state":"TX","earliest_credit_line":1994,"annual_income":93000.0},"5624":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":2001,"annual_income":95000.0},"5625":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":1989,"annual_income":107900.0},"5626":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":1989,"annual_income":98000.0},"5627":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":1996,"annual_income":100000.0},"5628":{"employment_length":3,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2005,"annual_income":178000.0},"5629":{"employment_length":10,"home_ownership":"OWN","zip_code":"940xx","address_state":"CA","earliest_credit_line":1976,"annual_income":95000.0},"5630":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":2001,"annual_income":100000.0},"5631":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"803xx","address_state":"CO","earliest_credit_line":1994,"annual_income":210000.0},"5632":{"employment_length":10,"home_ownership":"RENT","zip_code":"065xx","address_state":"CT","earliest_credit_line":1991,"annual_income":132600.0},"5633":{"employment_length":2,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":2000,"annual_income":93584.0},"5634":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1993,"annual_income":260000.0},"5635":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"365xx","address_state":"AL","earliest_credit_line":1999,"annual_income":135000.0},"5636":{"employment_length":10,"home_ownership":"RENT","zip_code":"209xx","address_state":"MD","earliest_credit_line":1996,"annual_income":103000.0},"5637":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1996,"annual_income":120000.0},"5638":{"employment_length":3,"home_ownership":"RENT","zip_code":"028xx","address_state":"RI","earliest_credit_line":2000,"annual_income":145000.0},"5639":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1997,"annual_income":95000.0},"5640":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":98000.0},"5641":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"270xx","address_state":"NC","earliest_credit_line":1985,"annual_income":96000.0},"5642":{"employment_length":10,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1997,"annual_income":91700.0},"5643":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1991,"annual_income":105000.0},"5644":{"employment_length":9,"home_ownership":"RENT","zip_code":"605xx","address_state":"IL","earliest_credit_line":1998,"annual_income":200000.0},"5645":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"264xx","address_state":"WV","earliest_credit_line":1989,"annual_income":110000.0},"5646":{"employment_length":9,"home_ownership":"RENT","zip_code":"967xx","address_state":"HI","earliest_credit_line":1995,"annual_income":98800.0},"5647":{"employment_length":2,"home_ownership":"RENT","zip_code":"779xx","address_state":"TX","earliest_credit_line":1995,"annual_income":110000.0},"5648":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"030xx","address_state":"NH","earliest_credit_line":2001,"annual_income":92000.0},"5649":{"employment_length":5,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2001,"annual_income":105000.0},"5650":{"employment_length":0,"home_ownership":"RENT","zip_code":"170xx","address_state":"PA","earliest_credit_line":1980,"annual_income":97500.0},"5651":{"employment_length":6,"home_ownership":"RENT","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":90700.0},"5652":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"103xx","address_state":"NY","earliest_credit_line":1991,"annual_income":95000.0},"5653":{"employment_length":1,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1999,"annual_income":111600.0},"5654":{"employment_length":10,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2005,"annual_income":115000.0},"5655":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":2001,"annual_income":110000.0},"5656":{"employment_length":9,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":2001,"annual_income":120000.0},"5657":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":1995,"annual_income":180000.0},"5658":{"employment_length":3,"home_ownership":"OWN","zip_code":"206xx","address_state":"MD","earliest_credit_line":2000,"annual_income":160000.0},"5659":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"197xx","address_state":"DE","earliest_credit_line":1981,"annual_income":120000.0},"5660":{"employment_length":10,"home_ownership":"RENT","zip_code":"275xx","address_state":"NC","earliest_credit_line":1996,"annual_income":120000.0},"5661":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"171xx","address_state":"PA","earliest_credit_line":1999,"annual_income":96000.0},"5662":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1988,"annual_income":140000.0},"5663":{"employment_length":1,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2004,"annual_income":125000.0},"5664":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":200000.0},"5665":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1989,"annual_income":100000.0},"5666":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2001,"annual_income":120000.0},"5667":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"150xx","address_state":"PA","earliest_credit_line":2000,"annual_income":102500.0},"5668":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"852xx","address_state":"AZ","earliest_credit_line":1998,"annual_income":96000.0},"5669":{"employment_length":5,"home_ownership":"RENT","zip_code":"787xx","address_state":"TX","earliest_credit_line":1999,"annual_income":98000.0},"5670":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"454xx","address_state":"OH","earliest_credit_line":2000,"annual_income":110000.0},"5671":{"employment_length":2,"home_ownership":"OWN","zip_code":"023xx","address_state":"MA","earliest_credit_line":2004,"annual_income":210000.0},"5672":{"employment_length":2,"home_ownership":"RENT","zip_code":"605xx","address_state":"IL","earliest_credit_line":2000,"annual_income":101000.0},"5673":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"183xx","address_state":"PA","earliest_credit_line":2000,"annual_income":98000.0},"5674":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"921xx","address_state":"CA","earliest_credit_line":1989,"annual_income":103000.0},"5675":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2003,"annual_income":114000.0},"5676":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":2001,"annual_income":95000.0},"5677":{"employment_length":2,"home_ownership":"RENT","zip_code":"949xx","address_state":"CA","earliest_credit_line":2001,"annual_income":290000.0},"5678":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"794xx","address_state":"TX","earliest_credit_line":1974,"annual_income":182000.0},"5679":{"employment_length":10,"home_ownership":"RENT","zip_code":"031xx","address_state":"NH","earliest_credit_line":1998,"annual_income":112000.0},"5680":{"employment_length":4,"home_ownership":"OWN","zip_code":"023xx","address_state":"MA","earliest_credit_line":1989,"annual_income":112000.0},"5681":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"640xx","address_state":"MO","earliest_credit_line":1996,"annual_income":112000.0},"5682":{"employment_length":5,"home_ownership":"RENT","zip_code":"010xx","address_state":"MA","earliest_credit_line":1998,"annual_income":96000.0},"5683":{"employment_length":1,"home_ownership":"RENT","zip_code":"773xx","address_state":"TX","earliest_credit_line":2006,"annual_income":128000.0},"5684":{"employment_length":10,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":151000.0},"5685":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1995,"annual_income":110000.0},"5686":{"employment_length":2,"home_ownership":"RENT","zip_code":"540xx","address_state":"WI","earliest_credit_line":1999,"annual_income":136000.0},"5687":{"employment_length":10,"home_ownership":"RENT","zip_code":"605xx","address_state":"IL","earliest_credit_line":2001,"annual_income":160000.0},"5688":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1995,"annual_income":113000.0},"5689":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1997,"annual_income":113000.0},"5690":{"employment_length":10,"home_ownership":"RENT","zip_code":"954xx","address_state":"CA","earliest_credit_line":1988,"annual_income":105000.0},"5691":{"employment_length":10,"home_ownership":"RENT","zip_code":"633xx","address_state":"MO","earliest_credit_line":1996,"annual_income":97000.0},"5692":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":151000.0},"5693":{"employment_length":7,"home_ownership":"RENT","zip_code":"980xx","address_state":"WA","earliest_credit_line":1983,"annual_income":130800.0},"5694":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"957xx","address_state":"CA","earliest_credit_line":1992,"annual_income":105000.0},"5695":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1992,"annual_income":98520.0},"5696":{"employment_length":10,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":95000.0},"5697":{"employment_length":2,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2005,"annual_income":245000.0},"5698":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":155400.0},"5699":{"employment_length":9,"home_ownership":"OWN","zip_code":"754xx","address_state":"TX","earliest_credit_line":2000,"annual_income":105768.0},"5700":{"employment_length":5,"home_ownership":"RENT","zip_code":"335xx","address_state":"FL","earliest_credit_line":2003,"annual_income":145000.0},"5701":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"339xx","address_state":"FL","earliest_credit_line":1999,"annual_income":100000.0},"5702":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2001,"annual_income":105000.0},"5703":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":144000.0},"5704":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2004,"annual_income":103000.0},"5705":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"360xx","address_state":"AL","earliest_credit_line":1997,"annual_income":114000.0},"5706":{"employment_length":2,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1994,"annual_income":130000.0},"5707":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"481xx","address_state":"MI","earliest_credit_line":2002,"annual_income":240000.0},"5708":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"851xx","address_state":"AZ","earliest_credit_line":1991,"annual_income":117000.0},"5709":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"378xx","address_state":"TN","earliest_credit_line":1994,"annual_income":100000.0},"5710":{"employment_length":7,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":2001,"annual_income":97500.0},"5711":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"209xx","address_state":"MD","earliest_credit_line":1982,"annual_income":137049.0},"5712":{"employment_length":7,"home_ownership":"OWN","zip_code":"105xx","address_state":"NY","earliest_credit_line":1997,"annual_income":120000.0},"5713":{"employment_length":10,"home_ownership":"RENT","zip_code":"111xx","address_state":"NY","earliest_credit_line":1995,"annual_income":120000.0},"5714":{"employment_length":5,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1998,"annual_income":92000.0},"5715":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"782xx","address_state":"TX","earliest_credit_line":1986,"annual_income":140000.0},"5716":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"227xx","address_state":"VA","earliest_credit_line":1998,"annual_income":120000.0},"5717":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1983,"annual_income":105000.0},"5718":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":110000.0},"5719":{"employment_length":10,"home_ownership":"OWN","zip_code":"767xx","address_state":"TX","earliest_credit_line":1992,"annual_income":100000.0},"5720":{"employment_length":7,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":150000.0},"5721":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"959xx","address_state":"CA","earliest_credit_line":1999,"annual_income":96000.0},"5722":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1986,"annual_income":100000.0},"5723":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"853xx","address_state":"AZ","earliest_credit_line":1999,"annual_income":100000.0},"5724":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1993,"annual_income":180000.0},"5725":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"212xx","address_state":"MD","earliest_credit_line":2000,"annual_income":117500.0},"5726":{"employment_length":10,"home_ownership":"RENT","zip_code":"214xx","address_state":"MD","earliest_credit_line":1992,"annual_income":98000.0},"5727":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1984,"annual_income":115000.0},"5728":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":1999,"annual_income":175000.0},"5729":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1997,"annual_income":130000.0},"5730":{"employment_length":9,"home_ownership":"RENT","zip_code":"130xx","address_state":"NY","earliest_credit_line":1993,"annual_income":98000.0},"5731":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":1995,"annual_income":118000.0},"5732":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1998,"annual_income":120000.0},"5733":{"employment_length":1,"home_ownership":"RENT","zip_code":"914xx","address_state":"CA","earliest_credit_line":2001,"annual_income":112700.0},"5734":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"766xx","address_state":"TX","earliest_credit_line":1999,"annual_income":113800.0},"5735":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"282xx","address_state":"NC","earliest_credit_line":1979,"annual_income":110000.0},"5736":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"606xx","address_state":"IL","earliest_credit_line":1988,"annual_income":170000.0},"5737":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":1998,"annual_income":120000.0},"5738":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":1993,"annual_income":97000.0},"5739":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1990,"annual_income":150000.0},"5740":{"employment_length":2,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2001,"annual_income":110000.0},"5741":{"employment_length":1,"home_ownership":"OWN","zip_code":"282xx","address_state":"NC","earliest_credit_line":1987,"annual_income":360000.0},"5742":{"employment_length":2,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2008,"annual_income":115000.0},"5743":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"662xx","address_state":"KS","earliest_credit_line":1999,"annual_income":100000.0},"5744":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"633xx","address_state":"MO","earliest_credit_line":1993,"annual_income":147500.0},"5745":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"166xx","address_state":"PA","earliest_credit_line":2002,"annual_income":250000.0},"5746":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"982xx","address_state":"WA","earliest_credit_line":2004,"annual_income":100000.0},"5747":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"016xx","address_state":"MA","earliest_credit_line":1999,"annual_income":91000.0},"5748":{"employment_length":1,"home_ownership":"RENT","zip_code":"021xx","address_state":"MA","earliest_credit_line":2008,"annual_income":120000.0},"5749":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"210xx","address_state":"MD","earliest_credit_line":1991,"annual_income":105000.0},"5750":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"710xx","address_state":"LA","earliest_credit_line":1987,"annual_income":110000.0},"5751":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":1989,"annual_income":109699.0},"5752":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"184xx","address_state":"PA","earliest_credit_line":1997,"annual_income":100000.0},"5753":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1985,"annual_income":100000.0},"5754":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"458xx","address_state":"OH","earliest_credit_line":1998,"annual_income":95000.0},"5755":{"employment_length":1,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":2009,"annual_income":130000.0},"5756":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":100000.0},"5757":{"employment_length":5,"home_ownership":"RENT","zip_code":"173xx","address_state":"PA","earliest_credit_line":1996,"annual_income":93500.0},"5758":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"467xx","address_state":"IN","earliest_credit_line":1998,"annual_income":124000.0},"5759":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1999,"annual_income":100696.0},"5760":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"220xx","address_state":"VA","earliest_credit_line":1997,"annual_income":98000.0},"5761":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2000,"annual_income":125000.0},"5762":{"employment_length":10,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":1996,"annual_income":154000.0},"5763":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"308xx","address_state":"GA","earliest_credit_line":1999,"annual_income":110000.0},"5764":{"employment_length":1,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":2003,"annual_income":98400.0},"5765":{"employment_length":1,"home_ownership":"RENT","zip_code":"546xx","address_state":"WI","earliest_credit_line":2007,"annual_income":160000.0},"5766":{"employment_length":1,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":1987,"annual_income":110000.0},"5767":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"276xx","address_state":"NC","earliest_credit_line":2001,"annual_income":94000.0},"5768":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"841xx","address_state":"UT","earliest_credit_line":1993,"annual_income":168000.0},"5769":{"employment_length":10,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":2004,"annual_income":98000.0},"5770":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"342xx","address_state":"FL","earliest_credit_line":2005,"annual_income":100000.0},"5771":{"employment_length":10,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1998,"annual_income":117631.02},"5772":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"740xx","address_state":"OK","earliest_credit_line":2003,"annual_income":118000.0},"5773":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"278xx","address_state":"NC","earliest_credit_line":1984,"annual_income":150000.0},"5774":{"employment_length":6,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1996,"annual_income":110000.0},"5775":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1998,"annual_income":92000.0},"5776":{"employment_length":10,"home_ownership":"RENT","zip_code":"916xx","address_state":"CA","earliest_credit_line":1982,"annual_income":102000.0},"5777":{"employment_length":4,"home_ownership":"RENT","zip_code":"101xx","address_state":"NY","earliest_credit_line":2005,"annual_income":132000.0},"5778":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":100000.0},"5779":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1999,"annual_income":110000.0},"5780":{"employment_length":2,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":1991,"annual_income":98000.0},"5781":{"employment_length":10,"home_ownership":"RENT","zip_code":"775xx","address_state":"TX","earliest_credit_line":1990,"annual_income":130000.0},"5782":{"employment_length":10,"home_ownership":"RENT","zip_code":"405xx","address_state":"KY","earliest_credit_line":2003,"annual_income":110000.0},"5783":{"employment_length":3,"home_ownership":"RENT","zip_code":"303xx","address_state":"GA","earliest_credit_line":1998,"annual_income":90100.0},"5784":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"334xx","address_state":"FL","earliest_credit_line":1985,"annual_income":97000.0},"5785":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"631xx","address_state":"MO","earliest_credit_line":1992,"annual_income":121000.0},"5786":{"employment_length":10,"home_ownership":"RENT","zip_code":"069xx","address_state":"CT","earliest_credit_line":1996,"annual_income":177000.0},"5787":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1992,"annual_income":106000.0},"5788":{"employment_length":7,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1994,"annual_income":105000.0},"5789":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":1995,"annual_income":190000.0},"5790":{"employment_length":4,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2001,"annual_income":95000.0},"5791":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":2004,"annual_income":100000.0},"5792":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"328xx","address_state":"FL","earliest_credit_line":1992,"annual_income":120000.0},"5793":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"460xx","address_state":"IN","earliest_credit_line":2002,"annual_income":110000.0},"5794":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1991,"annual_income":180000.0},"5795":{"employment_length":2,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":2001,"annual_income":92500.0},"5796":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1994,"annual_income":172000.0},"5797":{"employment_length":10,"home_ownership":"RENT","zip_code":"955xx","address_state":"CA","earliest_credit_line":1986,"annual_income":109000.0},"5798":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":2000,"annual_income":92000.0},"5799":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":200000.0},"5800":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"900xx","address_state":"CA","earliest_credit_line":2002,"annual_income":97664.0},"5801":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"254xx","address_state":"WV","earliest_credit_line":2000,"annual_income":122400.0},"5802":{"employment_length":7,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":2006,"annual_income":91000.0},"5803":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":2001,"annual_income":120000.0},"5804":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1994,"annual_income":110000.0},"5805":{"employment_length":10,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":1984,"annual_income":103000.0},"5806":{"employment_length":3,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":1999,"annual_income":200000.0},"5807":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":2000,"annual_income":121500.0},"5808":{"employment_length":2,"home_ownership":"RENT","zip_code":"490xx","address_state":"MI","earliest_credit_line":2007,"annual_income":92000.0},"5809":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"130xx","address_state":"NY","earliest_credit_line":2001,"annual_income":105000.0},"5810":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"189xx","address_state":"PA","earliest_credit_line":1987,"annual_income":254000.0},"5811":{"employment_length":6,"home_ownership":"OWN","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1989,"annual_income":220000.0},"5812":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1997,"annual_income":95000.0},"5813":{"employment_length":1,"home_ownership":"RENT","zip_code":"802xx","address_state":"CO","earliest_credit_line":1996,"annual_income":97000.0},"5814":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"670xx","address_state":"KS","earliest_credit_line":2000,"annual_income":165000.0},"5815":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"605xx","address_state":"IL","earliest_credit_line":2001,"annual_income":100000.0},"5816":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"464xx","address_state":"IN","earliest_credit_line":1978,"annual_income":92000.0},"5817":{"employment_length":10,"home_ownership":"RENT","zip_code":"334xx","address_state":"FL","earliest_credit_line":1997,"annual_income":120587.0},"5818":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":2000,"annual_income":182000.0},"5819":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2002,"annual_income":95000.0},"5820":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":1999,"annual_income":94000.0},"5821":{"employment_length":8,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":2002,"annual_income":117000.0},"5822":{"employment_length":10,"home_ownership":"RENT","zip_code":"206xx","address_state":"MD","earliest_credit_line":2010,"annual_income":96012.0},"5823":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":2003,"annual_income":98000.0},"5824":{"employment_length":6,"home_ownership":"RENT","zip_code":"115xx","address_state":"NY","earliest_credit_line":2000,"annual_income":110000.0},"5825":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"988xx","address_state":"WA","earliest_credit_line":1999,"annual_income":140000.0},"5826":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1997,"annual_income":108000.0},"5827":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"125xx","address_state":"NY","earliest_credit_line":1996,"annual_income":125000.0},"5828":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"981xx","address_state":"WA","earliest_credit_line":1997,"annual_income":128000.0},"5829":{"employment_length":3,"home_ownership":"RENT","zip_code":"323xx","address_state":"FL","earliest_credit_line":1996,"annual_income":104000.0},"5830":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"380xx","address_state":"TN","earliest_credit_line":2001,"annual_income":96000.0},"5831":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":2003,"annual_income":116000.0},"5832":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"797xx","address_state":"TX","earliest_credit_line":2009,"annual_income":155000.0},"5833":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"087xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":94031.0},"5834":{"employment_length":6,"home_ownership":"RENT","zip_code":"410xx","address_state":"KY","earliest_credit_line":2002,"annual_income":105000.0},"5835":{"employment_length":10,"home_ownership":"RENT","zip_code":"296xx","address_state":"SC","earliest_credit_line":2010,"annual_income":93000.0},"5836":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2000,"annual_income":110000.0},"5837":{"employment_length":10,"home_ownership":"RENT","zip_code":"170xx","address_state":"PA","earliest_credit_line":1999,"annual_income":95000.0},"5838":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"492xx","address_state":"MI","earliest_credit_line":1999,"annual_income":90204.0},"5839":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"462xx","address_state":"IN","earliest_credit_line":1984,"annual_income":129000.0},"5840":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2006,"annual_income":120000.0},"5841":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"616xx","address_state":"IL","earliest_credit_line":2005,"annual_income":126000.0},"5842":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"850xx","address_state":"AZ","earliest_credit_line":2000,"annual_income":100000.0},"5843":{"employment_length":10,"home_ownership":"RENT","zip_code":"765xx","address_state":"TX","earliest_credit_line":1993,"annual_income":96000.0},"5844":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"493xx","address_state":"MI","earliest_credit_line":1999,"annual_income":145000.0},"5845":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":2006,"annual_income":92300.0},"5846":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"072xx","address_state":"NJ","earliest_credit_line":2006,"annual_income":119400.0},"5847":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1990,"annual_income":108000.0},"5848":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"926xx","address_state":"CA","earliest_credit_line":2002,"annual_income":115000.0},"5849":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"271xx","address_state":"NC","earliest_credit_line":1981,"annual_income":120000.0},"5850":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1995,"annual_income":150000.0},"5851":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":2005,"annual_income":110000.0},"5852":{"employment_length":4,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1999,"annual_income":189000.0},"5853":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"958xx","address_state":"CA","earliest_credit_line":2003,"annual_income":96000.0},"5854":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"305xx","address_state":"GA","earliest_credit_line":1989,"annual_income":95000.0},"5855":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"347xx","address_state":"FL","earliest_credit_line":1988,"annual_income":110000.0},"5856":{"employment_length":1,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":115000.0},"5857":{"employment_length":2,"home_ownership":"RENT","zip_code":"631xx","address_state":"MO","earliest_credit_line":2004,"annual_income":95000.0},"5858":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":2007,"annual_income":115000.0},"5859":{"employment_length":8,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":1999,"annual_income":110000.0},"5860":{"employment_length":10,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"5861":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"302xx","address_state":"GA","earliest_credit_line":2001,"annual_income":105000.0},"5862":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1997,"annual_income":110000.0},"5863":{"employment_length":10,"home_ownership":"RENT","zip_code":"550xx","address_state":"MN","earliest_credit_line":1997,"annual_income":120000.0},"5864":{"employment_length":1,"home_ownership":"RENT","zip_code":"220xx","address_state":"VA","earliest_credit_line":2005,"annual_income":100000.0},"5865":{"employment_length":10,"home_ownership":"RENT","zip_code":"070xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":120000.0},"5866":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":200000.0},"5867":{"employment_length":10,"home_ownership":"RENT","zip_code":"983xx","address_state":"WA","earliest_credit_line":2001,"annual_income":115000.0},"5868":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"864xx","address_state":"AZ","earliest_credit_line":2006,"annual_income":91000.0},"5869":{"employment_length":10,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":2000,"annual_income":110000.0},"5870":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"124xx","address_state":"NY","earliest_credit_line":2000,"annual_income":94000.0},"5871":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"028xx","address_state":"RI","earliest_credit_line":1998,"annual_income":110000.0},"5872":{"employment_length":9,"home_ownership":"OWN","zip_code":"070xx","address_state":"NJ","earliest_credit_line":1990,"annual_income":150000.0},"5873":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":2004,"annual_income":92000.0},"5874":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":1997,"annual_income":165000.0},"5875":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"560xx","address_state":"MN","earliest_credit_line":2001,"annual_income":100000.0},"5876":{"employment_length":5,"home_ownership":"OWN","zip_code":"928xx","address_state":"CA","earliest_credit_line":1993,"annual_income":104186.0},"5877":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":1996,"annual_income":128000.0},"5878":{"employment_length":10,"home_ownership":"OWN","zip_code":"894xx","address_state":"NV","earliest_credit_line":1980,"annual_income":130000.0},"5879":{"employment_length":10,"home_ownership":"RENT","zip_code":"113xx","address_state":"NY","earliest_credit_line":2003,"annual_income":100000.0},"5880":{"employment_length":1,"home_ownership":"OWN","zip_code":"141xx","address_state":"NY","earliest_credit_line":1982,"annual_income":95000.0},"5881":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2001,"annual_income":105000.0},"5882":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"802xx","address_state":"CO","earliest_credit_line":1998,"annual_income":120000.0},"5883":{"employment_length":9,"home_ownership":"RENT","zip_code":"668xx","address_state":"KS","earliest_credit_line":1999,"annual_income":372000.0},"5884":{"employment_length":1,"home_ownership":"RENT","zip_code":"320xx","address_state":"FL","earliest_credit_line":2000,"annual_income":110000.0},"5885":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"356xx","address_state":"AL","earliest_credit_line":2005,"annual_income":98000.0},"5886":{"employment_length":10,"home_ownership":"OWN","zip_code":"554xx","address_state":"MN","earliest_credit_line":1997,"annual_income":95000.0},"5887":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":2003,"annual_income":92000.0},"5888":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":2001,"annual_income":105000.0},"5889":{"employment_length":1,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":2000,"annual_income":120000.0},"5890":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2000,"annual_income":95500.0},"5891":{"employment_length":0,"home_ownership":"OWN","zip_code":"105xx","address_state":"NY","earliest_credit_line":1996,"annual_income":109000.0},"5892":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1999,"annual_income":139500.0},"5893":{"employment_length":10,"home_ownership":"OWN","zip_code":"774xx","address_state":"TX","earliest_credit_line":1998,"annual_income":96012.0},"5894":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"810xx","address_state":"CO","earliest_credit_line":1983,"annual_income":95000.0},"5895":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"483xx","address_state":"MI","earliest_credit_line":2003,"annual_income":112500.0},"5896":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"905xx","address_state":"CA","earliest_credit_line":1998,"annual_income":91878.0},"5897":{"employment_length":1,"home_ownership":"RENT","zip_code":"275xx","address_state":"NC","earliest_credit_line":1986,"annual_income":100000.0},"5898":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1996,"annual_income":100200.0},"5899":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"919xx","address_state":"CA","earliest_credit_line":1997,"annual_income":100000.0},"5900":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"152xx","address_state":"PA","earliest_credit_line":2003,"annual_income":92665.0},"5901":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"761xx","address_state":"TX","earliest_credit_line":2004,"annual_income":92500.0},"5902":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"917xx","address_state":"CA","earliest_credit_line":1996,"annual_income":110000.0},"5903":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"851xx","address_state":"AZ","earliest_credit_line":1996,"annual_income":120000.0},"5904":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":1997,"annual_income":98000.0},"5905":{"employment_length":1,"home_ownership":"RENT","zip_code":"927xx","address_state":"CA","earliest_credit_line":2002,"annual_income":125000.0},"5906":{"employment_length":10,"home_ownership":"OWN","zip_code":"464xx","address_state":"IN","earliest_credit_line":1993,"annual_income":100000.0},"5907":{"employment_length":1,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":2001,"annual_income":150000.0},"5908":{"employment_length":10,"home_ownership":"RENT","zip_code":"925xx","address_state":"CA","earliest_credit_line":1997,"annual_income":145000.0},"5909":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"940xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"5910":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"381xx","address_state":"TN","earliest_credit_line":1995,"annual_income":105000.0},"5911":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"799xx","address_state":"TX","earliest_credit_line":1997,"annual_income":99600.0},"5912":{"employment_length":7,"home_ownership":"RENT","zip_code":"066xx","address_state":"CT","earliest_credit_line":2002,"annual_income":698000.0},"5913":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"597xx","address_state":"MT","earliest_credit_line":2006,"annual_income":110000.0},"5914":{"employment_length":9,"home_ownership":"RENT","zip_code":"806xx","address_state":"CO","earliest_credit_line":2001,"annual_income":91000.0},"5915":{"employment_length":6,"home_ownership":"RENT","zip_code":"958xx","address_state":"CA","earliest_credit_line":1994,"annual_income":107500.0},"5916":{"employment_length":7,"home_ownership":"RENT","zip_code":"907xx","address_state":"CA","earliest_credit_line":1978,"annual_income":98000.0},"5917":{"employment_length":7,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":1999,"annual_income":140000.0},"5918":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":1990,"annual_income":98000.0},"5919":{"employment_length":1,"home_ownership":"OWN","zip_code":"113xx","address_state":"NY","earliest_credit_line":2003,"annual_income":95000.0},"5920":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"017xx","address_state":"MA","earliest_credit_line":1989,"annual_income":130000.0},"5921":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"908xx","address_state":"CA","earliest_credit_line":1991,"annual_income":135000.0},"5922":{"employment_length":8,"home_ownership":"OWN","zip_code":"972xx","address_state":"OR","earliest_credit_line":1998,"annual_income":137000.0},"5923":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"612xx","address_state":"IL","earliest_credit_line":2006,"annual_income":130000.0},"5924":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":2000,"annual_income":113000.0},"5925":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"208xx","address_state":"MD","earliest_credit_line":2000,"annual_income":116000.0},"5926":{"employment_length":10,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":2000,"annual_income":98350.0},"5927":{"employment_length":10,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1993,"annual_income":172000.0},"5928":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"829xx","address_state":"WY","earliest_credit_line":1999,"annual_income":98000.0},"5929":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"200xx","address_state":"DC","earliest_credit_line":1997,"annual_income":95000.0},"5930":{"employment_length":2,"home_ownership":"RENT","zip_code":"923xx","address_state":"CA","earliest_credit_line":2003,"annual_income":115000.0},"5931":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"760xx","address_state":"TX","earliest_credit_line":1999,"annual_income":103000.0},"5932":{"employment_length":1,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1981,"annual_income":175000.0},"5933":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":1989,"annual_income":92000.0},"5934":{"employment_length":9,"home_ownership":"RENT","zip_code":"222xx","address_state":"VA","earliest_credit_line":2002,"annual_income":128000.0},"5935":{"employment_length":3,"home_ownership":"RENT","zip_code":"111xx","address_state":"NY","earliest_credit_line":1991,"annual_income":165000.0},"5936":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"323xx","address_state":"FL","earliest_credit_line":1962,"annual_income":110000.0},"5937":{"employment_length":10,"home_ownership":"RENT","zip_code":"079xx","address_state":"NJ","earliest_credit_line":1979,"annual_income":101350.0},"5938":{"employment_length":3,"home_ownership":"RENT","zip_code":"920xx","address_state":"CA","earliest_credit_line":1998,"annual_income":110000.0},"5939":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"085xx","address_state":"NJ","earliest_credit_line":1995,"annual_income":245000.0},"5940":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"194xx","address_state":"PA","earliest_credit_line":1999,"annual_income":95000.0},"5941":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"787xx","address_state":"TX","earliest_credit_line":1984,"annual_income":110000.0},"5942":{"employment_length":2,"home_ownership":"RENT","zip_code":"133xx","address_state":"NY","earliest_credit_line":2003,"annual_income":126000.0},"5943":{"employment_length":10,"home_ownership":"OWN","zip_code":"126xx","address_state":"NY","earliest_credit_line":1999,"annual_income":102000.0},"5944":{"employment_length":2,"home_ownership":"RENT","zip_code":"086xx","address_state":"NJ","earliest_credit_line":2008,"annual_income":100000.0},"5945":{"employment_length":5,"home_ownership":"RENT","zip_code":"333xx","address_state":"FL","earliest_credit_line":2003,"annual_income":101000.0},"5946":{"employment_length":7,"home_ownership":"OWN","zip_code":"993xx","address_state":"WA","earliest_credit_line":2004,"annual_income":127300.0},"5947":{"employment_length":8,"home_ownership":"RENT","zip_code":"953xx","address_state":"CA","earliest_credit_line":2002,"annual_income":96600.0},"5948":{"employment_length":9,"home_ownership":"OWN","zip_code":"018xx","address_state":"MA","earliest_credit_line":1994,"annual_income":141000.0},"5949":{"employment_length":10,"home_ownership":"OWN","zip_code":"727xx","address_state":"AR","earliest_credit_line":1997,"annual_income":250000.0},"5950":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"463xx","address_state":"IN","earliest_credit_line":2000,"annual_income":96500.0},"5951":{"employment_length":8,"home_ownership":"RENT","zip_code":"902xx","address_state":"CA","earliest_credit_line":2004,"annual_income":227000.0},"5952":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"890xx","address_state":"NV","earliest_credit_line":1988,"annual_income":110000.0},"5953":{"employment_length":10,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2002,"annual_income":103000.0},"5954":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":2002,"annual_income":150000.0},"5955":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"951xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"5956":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"492xx","address_state":"MI","earliest_credit_line":2000,"annual_income":120000.0},"5957":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"973xx","address_state":"OR","earliest_credit_line":2003,"annual_income":92000.0},"5958":{"employment_length":9,"home_ownership":"OWN","zip_code":"028xx","address_state":"RI","earliest_credit_line":2004,"annual_income":181000.0},"5959":{"employment_length":1,"home_ownership":"RENT","zip_code":"891xx","address_state":"NV","earliest_credit_line":2000,"annual_income":99000.0},"5960":{"employment_length":3,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1996,"annual_income":106500.0},"5961":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"708xx","address_state":"LA","earliest_credit_line":1996,"annual_income":172000.0},"5962":{"employment_length":8,"home_ownership":"RENT","zip_code":"104xx","address_state":"NY","earliest_credit_line":1983,"annual_income":150000.0},"5963":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"010xx","address_state":"MA","earliest_credit_line":1997,"annual_income":95000.0},"5964":{"employment_length":7,"home_ownership":"RENT","zip_code":"191xx","address_state":"PA","earliest_credit_line":1994,"annual_income":145000.0},"5965":{"employment_length":3,"home_ownership":"RENT","zip_code":"274xx","address_state":"NC","earliest_credit_line":1978,"annual_income":160000.0},"5966":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1999,"annual_income":110000.0},"5967":{"employment_length":6,"home_ownership":"OWN","zip_code":"190xx","address_state":"PA","earliest_credit_line":2007,"annual_income":98000.0},"5968":{"employment_length":10,"home_ownership":"RENT","zip_code":"076xx","address_state":"NJ","earliest_credit_line":2004,"annual_income":100000.0},"5969":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"882xx","address_state":"NM","earliest_credit_line":2000,"annual_income":100000.0},"5970":{"employment_length":10,"home_ownership":"RENT","zip_code":"559xx","address_state":"MN","earliest_credit_line":1994,"annual_income":103000.0},"5971":{"employment_length":1,"home_ownership":"OWN","zip_code":"108xx","address_state":"NY","earliest_credit_line":1994,"annual_income":96000.0},"5972":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"275xx","address_state":"NC","earliest_credit_line":1995,"annual_income":133000.0},"5973":{"employment_length":7,"home_ownership":"RENT","zip_code":"934xx","address_state":"CA","earliest_credit_line":1993,"annual_income":100000.0},"5974":{"employment_length":10,"home_ownership":"RENT","zip_code":"335xx","address_state":"FL","earliest_credit_line":1998,"annual_income":105000.0},"5975":{"employment_length":3,"home_ownership":"RENT","zip_code":"109xx","address_state":"NY","earliest_credit_line":2005,"annual_income":95000.0},"5976":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"117xx","address_state":"NY","earliest_credit_line":1992,"annual_income":96000.0},"5977":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"080xx","address_state":"NJ","earliest_credit_line":2001,"annual_income":100000.0},"5978":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"494xx","address_state":"MI","earliest_credit_line":1999,"annual_income":98500.0},"5979":{"employment_length":3,"home_ownership":"RENT","zip_code":"926xx","address_state":"CA","earliest_credit_line":1998,"annual_income":100000.0},"5980":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":2002,"annual_income":92000.0},"5981":{"employment_length":2,"home_ownership":"RENT","zip_code":"898xx","address_state":"NV","earliest_credit_line":2002,"annual_income":116000.0},"5982":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"221xx","address_state":"VA","earliest_credit_line":2001,"annual_income":110000.0},"5983":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"300xx","address_state":"GA","earliest_credit_line":1997,"annual_income":130000.0},"5984":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1986,"annual_income":140000.0},"5985":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"112xx","address_state":"NY","earliest_credit_line":1989,"annual_income":135000.0},"5986":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"306xx","address_state":"GA","earliest_credit_line":1992,"annual_income":132000.0},"5987":{"employment_length":10,"home_ownership":"OWN","zip_code":"700xx","address_state":"LA","earliest_credit_line":2000,"annual_income":145000.0},"5988":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"225xx","address_state":"VA","earliest_credit_line":1995,"annual_income":132000.0},"5989":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"021xx","address_state":"MA","earliest_credit_line":1995,"annual_income":110000.0},"5990":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"402xx","address_state":"KY","earliest_credit_line":1992,"annual_income":110000.0},"5991":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"222xx","address_state":"VA","earliest_credit_line":1996,"annual_income":106000.0},"5992":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"925xx","address_state":"CA","earliest_credit_line":1994,"annual_income":130000.0},"5993":{"employment_length":1,"home_ownership":"RENT","zip_code":"061xx","address_state":"CT","earliest_credit_line":2000,"annual_income":150000.0},"5994":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"032xx","address_state":"NH","earliest_credit_line":2003,"annual_income":120000.0},"5995":{"employment_length":1,"home_ownership":"RENT","zip_code":"278xx","address_state":"NC","earliest_credit_line":1997,"annual_income":100000.0},"5996":{"employment_length":2,"home_ownership":"RENT","zip_code":"944xx","address_state":"CA","earliest_credit_line":1991,"annual_income":125000.0},"5997":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"993xx","address_state":"WA","earliest_credit_line":1989,"annual_income":110000.0},"5998":{"employment_length":10,"home_ownership":"RENT","zip_code":"337xx","address_state":"FL","earliest_credit_line":1996,"annual_income":124600.0},"5999":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"068xx","address_state":"CT","earliest_credit_line":1989,"annual_income":95000.0},"6000":{"employment_length":10,"home_ownership":"RENT","zip_code":"330xx","address_state":"FL","earliest_credit_line":1985,"annual_income":150000.0},"6001":{"employment_length":2,"home_ownership":"RENT","zip_code":"945xx","address_state":"CA","earliest_credit_line":2001,"annual_income":92000.0},"6002":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"173xx","address_state":"PA","earliest_credit_line":1999,"annual_income":92000.0},"6003":{"employment_length":4,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1996,"annual_income":132000.0},"6004":{"employment_length":3,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":2001,"annual_income":110000.0},"6005":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"115xx","address_state":"NY","earliest_credit_line":1999,"annual_income":108000.0},"6006":{"employment_length":10,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":2000,"annual_income":150000.0},"6007":{"employment_length":9,"home_ownership":"RENT","zip_code":"327xx","address_state":"FL","earliest_credit_line":2000,"annual_income":120000.0},"6008":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"479xx","address_state":"IN","earliest_credit_line":1994,"annual_income":105000.0},"6009":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"650xx","address_state":"MO","earliest_credit_line":1998,"annual_income":120000.0},"6010":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"307xx","address_state":"GA","earliest_credit_line":1999,"annual_income":149047.0},"6011":{"employment_length":9,"home_ownership":"RENT","zip_code":"923xx","address_state":"CA","earliest_credit_line":2001,"annual_income":95000.0},"6012":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1989,"annual_income":200000.0},"6013":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"700xx","address_state":"LA","earliest_credit_line":1999,"annual_income":120000.0},"6014":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1994,"annual_income":100315.0},"6015":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"980xx","address_state":"WA","earliest_credit_line":2000,"annual_income":140000.0},"6016":{"employment_length":1,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":1996,"annual_income":155000.0},"6017":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"752xx","address_state":"TX","earliest_credit_line":2003,"annual_income":94000.0},"6018":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"967xx","address_state":"HI","earliest_credit_line":1992,"annual_income":180000.0},"6019":{"employment_length":5,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":1998,"annual_income":115000.0},"6020":{"employment_length":1,"home_ownership":"RENT","zip_code":"750xx","address_state":"TX","earliest_credit_line":1994,"annual_income":100500.0},"6021":{"employment_length":10,"home_ownership":"RENT","zip_code":"112xx","address_state":"NY","earliest_credit_line":1995,"annual_income":119300.0},"6022":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"170xx","address_state":"PA","earliest_credit_line":2001,"annual_income":95200.0},"6023":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"930xx","address_state":"CA","earliest_credit_line":2001,"annual_income":150000.0},"6024":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"956xx","address_state":"CA","earliest_credit_line":2001,"annual_income":112000.0},"6025":{"employment_length":0,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1987,"annual_income":120000.0},"6026":{"employment_length":7,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2002,"annual_income":110000.0},"6027":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"630xx","address_state":"MO","earliest_credit_line":1994,"annual_income":97000.0},"6028":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"774xx","address_state":"TX","earliest_credit_line":1997,"annual_income":160000.0},"6029":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"207xx","address_state":"MD","earliest_credit_line":1983,"annual_income":117000.0},"6030":{"employment_length":7,"home_ownership":"RENT","zip_code":"201xx","address_state":"VA","earliest_credit_line":1994,"annual_income":96000.0},"6031":{"employment_length":0,"home_ownership":"MORTGAGE","zip_code":"296xx","address_state":"SC","earliest_credit_line":1968,"annual_income":96000.0},"6032":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"945xx","address_state":"CA","earliest_credit_line":1992,"annual_income":130000.0},"6033":{"employment_length":10,"home_ownership":"RENT","zip_code":"956xx","address_state":"CA","earliest_credit_line":1991,"annual_income":100000.0},"6034":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"875xx","address_state":"NM","earliest_credit_line":1982,"annual_income":122387.0},"6035":{"employment_length":10,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2000,"annual_income":100000.0},"6036":{"employment_length":7,"home_ownership":"RENT","zip_code":"088xx","address_state":"NJ","earliest_credit_line":1996,"annual_income":120000.0},"6037":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"906xx","address_state":"CA","earliest_credit_line":1998,"annual_income":140000.0},"6038":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"127xx","address_state":"NY","earliest_credit_line":1999,"annual_income":125000.0},"6039":{"employment_length":3,"home_ownership":"RENT","zip_code":"190xx","address_state":"PA","earliest_credit_line":2001,"annual_income":200000.0},"6040":{"employment_length":3,"home_ownership":"MORTGAGE","zip_code":"020xx","address_state":"MA","earliest_credit_line":1999,"annual_income":175000.0},"6041":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"450xx","address_state":"OH","earliest_credit_line":1986,"annual_income":131000.0},"6042":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"600xx","address_state":"IL","earliest_credit_line":1989,"annual_income":142466.0},"6043":{"employment_length":1,"home_ownership":"RENT","zip_code":"913xx","address_state":"CA","earliest_credit_line":1995,"annual_income":120000.0},"6044":{"employment_length":10,"home_ownership":"RENT","zip_code":"751xx","address_state":"TX","earliest_credit_line":2001,"annual_income":124840.0},"6045":{"employment_length":2,"home_ownership":"RENT","zip_code":"100xx","address_state":"NY","earliest_credit_line":1996,"annual_income":110000.0},"6046":{"employment_length":7,"home_ownership":"RENT","zip_code":"331xx","address_state":"FL","earliest_credit_line":1994,"annual_income":100000.0},"6047":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"190xx","address_state":"PA","earliest_credit_line":1989,"annual_income":100000.0},"6048":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"618xx","address_state":"IL","earliest_credit_line":1989,"annual_income":100000.0},"6049":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1981,"annual_income":105000.0},"6050":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":2000,"annual_income":120000.0},"6051":{"employment_length":1,"home_ownership":"RENT","zip_code":"200xx","address_state":"DC","earliest_credit_line":1992,"annual_income":97000.0},"6052":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"410xx","address_state":"KY","earliest_credit_line":1998,"annual_income":120000.0},"6053":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"330xx","address_state":"FL","earliest_credit_line":1999,"annual_income":92000.0},"6054":{"employment_length":6,"home_ownership":"RENT","zip_code":"914xx","address_state":"CA","earliest_credit_line":1984,"annual_income":100000.0},"6055":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":160000.0},"6056":{"employment_length":10,"home_ownership":"RENT","zip_code":"191xx","address_state":"PA","earliest_credit_line":1990,"annual_income":128000.0},"6057":{"employment_length":10,"home_ownership":"RENT","zip_code":"941xx","address_state":"CA","earliest_credit_line":2003,"annual_income":95000.0},"6058":{"employment_length":10,"home_ownership":"OWN","zip_code":"750xx","address_state":"TX","earliest_credit_line":1996,"annual_income":90183.0},"6059":{"employment_length":7,"home_ownership":"OWN","zip_code":"790xx","address_state":"TX","earliest_credit_line":2005,"annual_income":105000.0},"6060":{"employment_length":3,"home_ownership":"RENT","zip_code":"531xx","address_state":"WI","earliest_credit_line":1998,"annual_income":150000.0},"6061":{"employment_length":4,"home_ownership":"RENT","zip_code":"951xx","address_state":"CA","earliest_credit_line":2001,"annual_income":108000.0},"6062":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"801xx","address_state":"CO","earliest_credit_line":1989,"annual_income":150000.0},"6063":{"employment_length":10,"home_ownership":"RENT","zip_code":"940xx","address_state":"CA","earliest_credit_line":1991,"annual_income":125000.0},"6064":{"employment_length":7,"home_ownership":"RENT","zip_code":"900xx","address_state":"CA","earliest_credit_line":2003,"annual_income":100000.0},"6065":{"employment_length":10,"home_ownership":"RENT","zip_code":"087xx","address_state":"NJ","earliest_credit_line":1997,"annual_income":103000.0},"6066":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"622xx","address_state":"IL","earliest_credit_line":2000,"annual_income":137000.0},"6067":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"531xx","address_state":"WI","earliest_credit_line":1996,"annual_income":95000.0},"6068":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":100000.0},"6069":{"employment_length":10,"home_ownership":"OWN","zip_code":"913xx","address_state":"CA","earliest_credit_line":1992,"annual_income":175000.0},"6070":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"113xx","address_state":"NY","earliest_credit_line":1996,"annual_income":165000.0},"6071":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"201xx","address_state":"VA","earliest_credit_line":2001,"annual_income":97000.0},"6072":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"750xx","address_state":"TX","earliest_credit_line":2002,"annual_income":120000.0},"6073":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"295xx","address_state":"SC","earliest_credit_line":1996,"annual_income":92800.0},"6074":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"622xx","address_state":"IL","earliest_credit_line":2002,"annual_income":100000.0},"6075":{"employment_length":7,"home_ownership":"RENT","zip_code":"601xx","address_state":"IL","earliest_credit_line":2004,"annual_income":98000.0},"6076":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"773xx","address_state":"TX","earliest_credit_line":2001,"annual_income":110000.0},"6077":{"employment_length":5,"home_ownership":"MORTGAGE","zip_code":"327xx","address_state":"FL","earliest_credit_line":1996,"annual_income":130000.0},"6078":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"211xx","address_state":"MD","earliest_credit_line":1996,"annual_income":100000.0},"6079":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"875xx","address_state":"NM","earliest_credit_line":1996,"annual_income":100000.0},"6080":{"employment_length":10,"home_ownership":"RENT","zip_code":"606xx","address_state":"IL","earliest_credit_line":1990,"annual_income":95000.0},"6081":{"employment_length":1,"home_ownership":"RENT","zip_code":"212xx","address_state":"MD","earliest_credit_line":2005,"annual_income":115000.0},"6082":{"employment_length":10,"home_ownership":"OWN","zip_code":"606xx","address_state":"IL","earliest_credit_line":1979,"annual_income":95000.0},"6083":{"employment_length":2,"home_ownership":"RENT","zip_code":"073xx","address_state":"NJ","earliest_credit_line":1988,"annual_income":150000.0},"6084":{"employment_length":6,"home_ownership":"RENT","zip_code":"752xx","address_state":"TX","earliest_credit_line":1978,"annual_income":96000.0},"6085":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"216xx","address_state":"MD","earliest_credit_line":1996,"annual_income":145000.0},"6086":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"604xx","address_state":"IL","earliest_credit_line":2003,"annual_income":91000.0},"6087":{"employment_length":5,"home_ownership":"RENT","zip_code":"633xx","address_state":"MO","earliest_credit_line":2000,"annual_income":120000.0},"6088":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"898xx","address_state":"NV","earliest_credit_line":2004,"annual_income":97000.0},"6089":{"employment_length":8,"home_ownership":"RENT","zip_code":"107xx","address_state":"NY","earliest_credit_line":2000,"annual_income":125000.0},"6090":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"104xx","address_state":"NY","earliest_credit_line":1997,"annual_income":160000.0},"6091":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"891xx","address_state":"NV","earliest_credit_line":2001,"annual_income":105000.0},"6092":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"535xx","address_state":"WI","earliest_credit_line":1998,"annual_income":140000.0},"6093":{"employment_length":10,"home_ownership":"OWN","zip_code":"117xx","address_state":"NY","earliest_credit_line":2001,"annual_income":105000.0},"6094":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"325xx","address_state":"FL","earliest_credit_line":1993,"annual_income":103000.0},"6095":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":1999,"annual_income":96000.0},"6096":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"851xx","address_state":"AZ","earliest_credit_line":1993,"annual_income":120000.0},"6097":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"301xx","address_state":"GA","earliest_credit_line":1998,"annual_income":100000.0},"6098":{"employment_length":4,"home_ownership":"RENT","zip_code":"928xx","address_state":"CA","earliest_credit_line":1992,"annual_income":101817.82},"6099":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"482xx","address_state":"MI","earliest_credit_line":2002,"annual_income":110717.0},"6100":{"employment_length":10,"home_ownership":"RENT","zip_code":"946xx","address_state":"CA","earliest_credit_line":2001,"annual_income":100000.0},"6101":{"employment_length":1,"home_ownership":"MORTGAGE","zip_code":"800xx","address_state":"CO","earliest_credit_line":2004,"annual_income":130000.0},"6102":{"employment_length":4,"home_ownership":"MORTGAGE","zip_code":"983xx","address_state":"WA","earliest_credit_line":1991,"annual_income":95000.0},"6103":{"employment_length":7,"home_ownership":"MORTGAGE","zip_code":"949xx","address_state":"CA","earliest_credit_line":1992,"annual_income":140000.0},"6104":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"770xx","address_state":"TX","earliest_credit_line":1996,"annual_income":106000.0},"6105":{"employment_length":5,"home_ownership":"RENT","zip_code":"850xx","address_state":"AZ","earliest_credit_line":1989,"annual_income":95000.0},"6106":{"employment_length":8,"home_ownership":"OWN","zip_code":"606xx","address_state":"IL","earliest_credit_line":1989,"annual_income":98750.0},"6107":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"346xx","address_state":"FL","earliest_credit_line":1994,"annual_income":130000.0},"6108":{"employment_length":1,"home_ownership":"RENT","zip_code":"826xx","address_state":"WY","earliest_credit_line":1992,"annual_income":102000.0},"6109":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"480xx","address_state":"MI","earliest_credit_line":2001,"annual_income":105000.0},"6110":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"350xx","address_state":"AL","earliest_credit_line":2001,"annual_income":200000.0},"6111":{"employment_length":9,"home_ownership":"MORTGAGE","zip_code":"935xx","address_state":"CA","earliest_credit_line":1996,"annual_income":165000.0},"6112":{"employment_length":8,"home_ownership":"MORTGAGE","zip_code":"775xx","address_state":"TX","earliest_credit_line":1996,"annual_income":105000.0},"6113":{"employment_length":1,"home_ownership":"RENT","zip_code":"770xx","address_state":"TX","earliest_credit_line":2002,"annual_income":92000.0},"6114":{"employment_length":10,"home_ownership":"RENT","zip_code":"853xx","address_state":"AZ","earliest_credit_line":2003,"annual_income":100000.0},"6115":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"953xx","address_state":"CA","earliest_credit_line":1984,"annual_income":160000.0},"6116":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"554xx","address_state":"MN","earliest_credit_line":1989,"annual_income":115000.0},"6117":{"employment_length":4,"home_ownership":"RENT","zip_code":"755xx","address_state":"TX","earliest_credit_line":1993,"annual_income":150000.0},"6118":{"employment_length":2,"home_ownership":"MORTGAGE","zip_code":"331xx","address_state":"FL","earliest_credit_line":2001,"annual_income":101000.0},"6119":{"employment_length":10,"home_ownership":"MORTGAGE","zip_code":"076xx","address_state":"NJ","earliest_credit_line":1987,"annual_income":114000.0},"6120":{"employment_length":7,"home_ownership":"RENT","zip_code":"921xx","address_state":"CA","earliest_credit_line":1998,"annual_income":95000.0},"6121":{"employment_length":10,"home_ownership":"OWN","zip_code":"945xx","address_state":"CA","earliest_credit_line":1984,"annual_income":104000.0},"6122":{"employment_length":6,"home_ownership":"MORTGAGE","zip_code":"652xx","address_state":"MO","earliest_credit_line":2004,"annual_income":115512.0},"6123":{"employment_length":10,"home_own
View raw

(Sorry about that, but we can’t show files that are this big right now.)

View raw

(Sorry about that, but we can’t show files that are this big right now.)

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment