{
  "fields": [{"id":"_id","type":"int"},{"id":"year","type":"numeric","info":{"label":"","notes":"Lending year"}},{"id":"geography","type":"text","info":{"label":"","notes":"Region name"}},{"id":"purpose","type":"text","info":{"label":"","notes":"Loan purpose: All, Home Improvement, Home Purchase, Refinancing"}},{"id":"demographic","type":"text","info":{"label":"","notes":"Demographic compared"}},{"id":"denials","type":"numeric","info":{"label":"","notes":"Number of denials"}},{"id":"originations","type":"numeric","info":{"label":"","notes":"Number of originations"}},{"id":"total","type":"numeric","info":{"label":"","notes":"Total denials and originations"}},{"id":"denial_rate","type":"numeric","info":{"label":"","notes":"Denial rate"}},{"id":"origination_rate","type":"numeric","info":{"label":"","notes":"Origination rate"}}],
  "records": [
    [1,2007,"Philadelphia County Subregion","Home improvement","Asian",118,108,226,0.5221238938053098,0.4778761061946903],
    [2,2007,"Philadelphia County Subregion","Home purchase","Asian",54,345,399,0.13533834586466165,0.8646616541353384],
    [3,2007,"Philadelphia County Subregion","Refinancing","Asian",157,167,324,0.4845679012345679,0.5154320987654321],
    [4,2007,"Philadelphia County Subregion","All","Asian",329,620,949,0.3466807165437302,0.6533192834562698],
    [5,2007,"Philadelphia County Subregion","Home improvement","Black",810,324,1134,0.7142857142857143,0.2857142857142857],
    [6,2007,"Philadelphia County Subregion","Home purchase","Black",289,490,779,0.37098844672657255,0.6290115532734275],
    [7,2007,"Philadelphia County Subregion","Refinancing","Black",1404,972,2376,0.5909090909090909,0.4090909090909091],
    [8,2007,"Philadelphia County Subregion","All","Black",2503,1786,4289,0.5835859174632781,0.41641408253672185],
    [9,2007,"Philadelphia County Subregion","Home improvement","Female",836,674,1510,0.5536423841059602,0.4463576158940397],
    [10,2007,"Philadelphia County Subregion","Home purchase","Female",295,1234,1529,0.19293655984303465,0.8070634401569653],
    [11,2007,"Philadelphia County Subregion","Refinancing","Female",1656,1728,3384,0.48936170212765956,0.5106382978723404],
    [12,2007,"Philadelphia County Subregion","All","Female",2787,3636,6423,0.43390938813638485,0.5660906118636151],
    [13,2007,"Philadelphia County Subregion","Home improvement","Latinx",250,110,360,0.6944444444444444,0.3055555555555556],
    [14,2007,"Philadelphia County Subregion","Home purchase","Latinx",105,290,395,0.26582278481012656,0.7341772151898734],
    [15,2007,"Philadelphia County Subregion","Refinancing","Latinx",375,306,681,0.5506607929515418,0.44933920704845814],
    [16,2007,"Philadelphia County Subregion","All","Latinx",730,706,1436,0.5083565459610028,0.49164345403899723],
    [17,2007,"Philadelphia County Subregion","Home improvement","Male",1104,1338,2442,0.4520884520884521,0.547911547911548],
    [18,2007,"Philadelphia County Subregion","Home purchase","Male",561,3427,3988,0.14067201604814444,0.8593279839518556],
    [19,2007,"Philadelphia County Subregion","Refinancing","Male",2670,3999,6669,0.4003598740440846,0.5996401259559154],
    [20,2007,"Philadelphia County Subregion","All","Male",4335,8764,13099,0.33094129322849075,0.6690587067715092],
    [21,2007,"Philadelphia County Subregion","Home improvement","Non-Latinx",1571,1549,3120,0.503525641025641,0.496474358974359],
    [22,2007,"Philadelphia County Subregion","Home purchase","Non-Latinx",688,3967,4655,0.14779806659505906,0.8522019334049409],
    [23,2007,"Philadelphia County Subregion","Refinancing","Non-Latinx",3370,4192,7562,0.445649299127215,0.5543507008727849],
    [24,2007,"Philadelphia County Subregion","All","Non-Latinx",5629,9708,15337,0.3670209297776619,0.6329790702223381],
    [25,2007,"Philadelphia County Subregion","Home improvement","Non-White",988,460,1448,0.6823204419889503,0.31767955801104975],
    [26,2007,"Philadelphia County Subregion","Home purchase","Non-White",359,867,1226,0.2928221859706362,0.7071778140293637],
    [27,2007,"Philadelphia County Subregion","Refinancing","Non-White",1666,1208,2874,0.5796798886569241,0.42032011134307584],
    [28,2007,"Philadelphia County Subregion","All","Non-White",3013,2535,5548,0.5430785868781542,0.4569214131218457],
    [29,2007,"Philadelphia County Subregion","Home improvement","White",815,1231,2046,0.39833822091886606,0.6016617790811339],
    [30,2007,"Philadelphia County Subregion","Home purchase","White",415,2960,3375,0.12296296296296297,0.8770370370370371],
    [31,2007,"Philadelphia County Subregion","Refinancing","White",1959,3212,5171,0.37884355057048924,0.6211564494295108],
    [32,2007,"Philadelphia County Subregion","All","White",3189,7403,10592,0.3010762839879154,0.6989237160120846],
    [33,2008,"Philadelphia County Subregion","Home improvement","Asian",104,57,161,0.6459627329192547,0.35403726708074534],
    [34,2008,"Philadelphia County Subregion","Home purchase","Asian",64,282,346,0.18497109826589594,0.815028901734104],
    [35,2008,"Philadelphia County Subregion","Refinancing","Asian",172,138,310,0.5548387096774193,0.44516129032258067],
    [36,2008,"Philadelphia County Subregion","All","Asian",340,477,817,0.41615667074663404,0.583843329253366],
    [37,2008,"Philadelphia County Subregion","Home improvement","Black",458,188,646,0.7089783281733746,0.29102167182662536],
    [38,2008,"Philadelphia County Subregion","Home purchase","Black",145,361,506,0.2865612648221344,0.7134387351778656],
    [39,2008,"Philadelphia County Subregion","Refinancing","Black",1264,631,1895,0.6670184696569921,0.3329815303430079],
    [40,2008,"Philadelphia County Subregion","All","Black",1867,1180,3047,0.6127338365605514,0.38726616343944864],
    [41,2008,"Philadelphia County Subregion","Home improvement","Female",576,397,973,0.591983556012333,0.408016443987667],
    [42,2008,"Philadelphia County Subregion","Home purchase","Female",197,1038,1235,0.15951417004048582,0.8404858299595142],
    [43,2008,"Philadelphia County Subregion","Refinancing","Female",1384,1375,2759,0.5016310257339616,0.49836897426603843],
    [44,2008,"Philadelphia County Subregion","All","Female",2157,2810,4967,0.434266156633783,0.565733843366217],
    [45,2008,"Philadelphia County Subregion","Home improvement","Latinx",188,60,248,0.7580645161290323,0.24193548387096775],
    [46,2008,"Philadelphia County Subregion","Home purchase","Latinx",53,229,282,0.1879432624113475,0.8120567375886525],
    [47,2008,"Philadelphia County Subregion","Refinancing","Latinx",301,217,518,0.581081081081081,0.4189189189189189],
    [48,2008,"Philadelphia County Subregion","All","Latinx",542,506,1048,0.517175572519084,0.48282442748091603],
    [49,2008,"Philadelphia County Subregion","Home improvement","Male",746,778,1524,0.489501312335958,0.510498687664042],
    [50,2008,"Philadelphia County Subregion","Home purchase","Male",406,2647,3053,0.13298395021290535,0.8670160497870947],
    [51,2008,"Philadelphia County Subregion","Refinancing","Male",2339,3445,5784,0.4043914246196404,0.5956085753803596],
    [52,2008,"Philadelphia County Subregion","All","Male",3491,6870,10361,0.33693658913232316,0.6630634108676768],
    [53,2008,"Philadelphia County Subregion","Home improvement","Non-Latinx",1037,920,1957,0.5298926928972918,0.4701073071027082],
    [54,2008,"Philadelphia County Subregion","Home purchase","Non-Latinx",479,3144,3623,0.13221087496549822,0.8677891250345018],
    [55,2008,"Philadelphia County Subregion","Refinancing","Non-Latinx",3109,3565,6674,0.4658375786634702,0.5341624213365298],
    [56,2008,"Philadelphia County Subregion","All","Non-Latinx",4625,7629,12254,0.37742777868451116,0.6225722213154888],
    [57,2008,"Philadelphia County Subregion","Home improvement","Non-White",613,261,874,0.7013729977116705,0.2986270022883295],
    [58,2008,"Philadelphia County Subregion","Home purchase","Non-White",213,667,880,0.24204545454545454,0.7579545454545454],
    [59,2008,"Philadelphia County Subregion","Refinancing","Non-White",1528,803,2331,0.6555126555126555,0.34448734448734447],
    [60,2008,"Philadelphia County Subregion","All","Non-White",2354,1731,4085,0.5762545899632803,0.4237454100367197],
    [61,2008,"Philadelphia County Subregion","Home improvement","White",612,733,1345,0.4550185873605948,0.5449814126394052],
    [62,2008,"Philadelphia County Subregion","Home purchase","White",310,2686,2996,0.10347129506008011,0.8965287049399199],
    [63,2008,"Philadelphia County Subregion","Refinancing","White",1835,3000,4835,0.3795243019648397,0.6204756980351603],
    [64,2008,"Philadelphia County Subregion","All","White",2757,6419,9176,0.30045771578029645,0.6995422842197035],
    [65,2009,"Philadelphia County Subregion","Home improvement","Asian",43,26,69,0.6231884057971014,0.37681159420289856],
    [66,2009,"Philadelphia County Subregion","Home purchase","Asian",71,244,315,0.2253968253968254,0.7746031746031746],
    [67,2009,"Philadelphia County Subregion","Refinancing","Asian",206,295,501,0.4111776447105788,0.5888223552894212],
    [68,2009,"Philadelphia County Subregion","All","Asian",320,565,885,0.3615819209039548,0.6384180790960452],
    [69,2009,"Philadelphia County Subregion","Home improvement","Black",250,104,354,0.7062146892655368,0.2937853107344633],
    [70,2009,"Philadelphia County Subregion","Home purchase","Black",94,241,335,0.28059701492537314,0.7194029850746269],
    [71,2009,"Philadelphia County Subregion","Refinancing","Black",575,460,1035,0.5555555555555556,0.4444444444444444],
    [72,2009,"Philadelphia County Subregion","All","Black",919,805,1724,0.5330626450116009,0.46693735498839906],
    [73,2009,"Philadelphia County Subregion","Home improvement","Female",338,215,553,0.6112115732368897,0.3887884267631103],
    [74,2009,"Philadelphia County Subregion","Home purchase","Female",173,829,1002,0.17265469061876249,0.8273453093812375],
    [75,2009,"Philadelphia County Subregion","Refinancing","Female",875,1704,2579,0.33927879022877083,0.6607212097712292],
    [76,2009,"Philadelphia County Subregion","All","Female",1386,2748,4134,0.3352685050798258,0.6647314949201741],
    [77,2009,"Philadelphia County Subregion","Home improvement","Latinx",94,25,119,0.7899159663865546,0.21008403361344538],
    [78,2009,"Philadelphia County Subregion","Home purchase","Latinx",37,206,243,0.1522633744855967,0.8477366255144033],
    [79,2009,"Philadelphia County Subregion","Refinancing","Latinx",185,182,367,0.5040871934604905,0.49591280653950953],
    [80,2009,"Philadelphia County Subregion","All","Latinx",316,413,729,0.4334705075445816,0.5665294924554184],
    [81,2009,"Philadelphia County Subregion","Home improvement","Male",458,504,962,0.4760914760914761,0.5239085239085239],
    [82,2009,"Philadelphia County Subregion","Home purchase","Male",340,2213,2553,0.13317665491578534,0.8668233450842147],
    [83,2009,"Philadelphia County Subregion","Refinancing","Male",1803,5034,6837,0.26371215445370777,0.7362878455462922],
    [84,2009,"Philadelphia County Subregion","All","Male",2601,7751,10352,0.25125579598145287,0.7487442040185471],
    [85,2009,"Philadelphia County Subregion","Home improvement","Non-Latinx",600,536,1136,0.528169014084507,0.47183098591549294],
    [86,2009,"Philadelphia County Subregion","Home purchase","Non-Latinx",395,2519,2914,0.13555250514756348,0.8644474948524365],
    [87,2009,"Philadelphia County Subregion","Refinancing","Non-Latinx",2171,5344,7515,0.28888888888888886,0.7111111111111111],
    [88,2009,"Philadelphia County Subregion","All","Non-Latinx",3166,8399,11565,0.2737570255079983,0.7262429744920017],
    [89,2009,"Philadelphia County Subregion","Home improvement","Non-White",315,134,449,0.7015590200445434,0.2984409799554566],
    [90,2009,"Philadelphia County Subregion","Home purchase","Non-White",168,509,677,0.2481536189069424,0.7518463810930576],
    [91,2009,"Philadelphia County Subregion","Refinancing","Non-White",815,800,1615,0.5046439628482973,0.4953560371517028],
    [92,2009,"Philadelphia County Subregion","All","Non-White",1298,1443,2741,0.4735497993433054,0.5264502006566947],
    [93,2009,"Philadelphia County Subregion","Home improvement","White",374,439,813,0.46002460024600245,0.5399753997539976],
    [94,2009,"Philadelphia County Subregion","Home purchase","White",265,2209,2474,0.10711398544866613,0.8928860145513339],
    [95,2009,"Philadelphia County Subregion","Refinancing","White",1528,4720,6248,0.24455825864276567,0.7554417413572343],
    [96,2009,"Philadelphia County Subregion","All","White",2167,7368,9535,0.22726796014682749,0.7727320398531725],
    [97,2010,"Philadelphia County Subregion","Home improvement","Asian",48,22,70,0.6857142857142857,0.3142857142857143],
    [98,2010,"Philadelphia County Subregion","Home purchase","Asian",57,243,300,0.19,0.81],
    [99,2010,"Philadelphia County Subregion","Refinancing","Asian",137,257,394,0.3477157360406091,0.6522842639593909],
    [100,2010,"Philadelphia County Subregion","All","Asian",242,522,764,0.31675392670157065,0.6832460732984293],
    [101,2010,"Philadelphia County Subregion","Home improvement","Black",208,109,317,0.6561514195583596,0.3438485804416404],
    [102,2010,"Philadelphia County Subregion","Home purchase","Black",73,225,298,0.24496644295302014,0.7550335570469798],
    [103,2010,"Philadelphia County Subregion","Refinancing","Black",383,360,743,0.5154777927321669,0.4845222072678331],
    [104,2010,"Philadelphia County Subregion","All","Black",664,694,1358,0.4889543446244477,0.5110456553755522],
    [105,2010,"Philadelphia County Subregion","Home improvement","Female",288,227,515,0.5592233009708738,0.4407766990291262],
    [106,2010,"Philadelphia County Subregion","Home purchase","Female",148,781,929,0.15931108719052745,0.8406889128094726],
    [107,2010,"Philadelphia County Subregion","Refinancing","Female",597,1381,1978,0.3018200202224469,0.6981799797775531],
    [108,2010,"Philadelphia County Subregion","All","Female",1033,2389,3422,0.30187025131502043,0.6981297486849796],
    [109,2010,"Philadelphia County Subregion","Home improvement","Latinx",85,26,111,0.7657657657657657,0.23423423423423423],
    [110,2010,"Philadelphia County Subregion","Home purchase","Latinx",40,175,215,0.18604651162790697,0.813953488372093],
    [111,2010,"Philadelphia County Subregion","Refinancing","Latinx",133,155,288,0.4618055555555556,0.5381944444444444],
    [112,2010,"Philadelphia County Subregion","All","Latinx",258,356,614,0.4201954397394137,0.5798045602605864],
    [113,2010,"Philadelphia County Subregion","Home improvement","Male",412,474,886,0.4650112866817156,0.5349887133182845],
    [114,2010,"Philadelphia County Subregion","Home purchase","Male",317,1825,2142,0.14799253034547152,0.8520074696545284],
    [115,2010,"Philadelphia County Subregion","Refinancing","Male",1508,4217,5725,0.2634061135371179,0.736593886462882],
    [116,2010,"Philadelphia County Subregion","All","Male",2237,6516,8753,0.2555695190220496,0.7444304809779504],
    [117,2010,"Philadelphia County Subregion","Home improvement","Non-Latinx",518,566,1084,0.477859778597786,0.522140221402214],
    [118,2010,"Philadelphia County Subregion","Home purchase","Non-Latinx",386,2202,2588,0.1491499227202473,0.8508500772797527],
    [119,2010,"Philadelphia County Subregion","Refinancing","Non-Latinx",1757,4748,6505,0.2700999231360492,0.7299000768639508],
    [120,2010,"Philadelphia County Subregion","All","Non-Latinx",2661,7516,10177,0.2614719465461334,0.7385280534538665],
    [121,2010,"Philadelphia County Subregion","Home improvement","Non-White",271,136,407,0.6658476658476659,0.33415233415233414],
    [122,2010,"Philadelphia County Subregion","Home purchase","Non-White",139,488,627,0.22169059011164274,0.7783094098883573],
    [123,2010,"Philadelphia County Subregion","Refinancing","Non-White",551,645,1196,0.46070234113712377,0.5392976588628763],
    [124,2010,"Philadelphia County Subregion","All","Non-White",961,1269,2230,0.43094170403587445,0.5690582959641256],
    [125,2010,"Philadelphia County Subregion","Home improvement","White",331,456,787,0.420584498094028,0.579415501905972],
    [126,2010,"Philadelphia County Subregion","Home purchase","White",278,1906,2184,0.12728937728937728,0.8727106227106227],
    [127,2010,"Philadelphia County Subregion","Refinancing","White",1302,4270,5572,0.23366834170854273,0.7663316582914573],
    [128,2010,"Philadelphia County Subregion","All","White",1911,6632,8543,0.22369191150649656,0.7763080884935034],
    [129,2011,"Philadelphia County Subregion","Home improvement","Asian",38,24,62,0.6129032258064516,0.3870967741935484],
    [130,2011,"Philadelphia County Subregion","Home purchase","Asian",62,213,275,0.22545454545454546,0.7745454545454545],
    [131,2011,"Philadelphia County Subregion","Refinancing","Asian",177,268,445,0.39775280898876403,0.6022471910112359],
    [132,2011,"Philadelphia County Subregion","All","Asian",277,505,782,0.35421994884910485,0.6457800511508951],
    [133,2011,"Philadelphia County Subregion","Home improvement","Black",235,73,308,0.762987012987013,0.237012987012987],
    [134,2011,"Philadelphia County Subregion","Home purchase","Black",62,141,203,0.3054187192118227,0.6945812807881774],
    [135,2011,"Philadelphia County Subregion","Refinancing","Black",325,377,702,0.46296296296296297,0.5370370370370371],
    [136,2011,"Philadelphia County Subregion","All","Black",622,591,1213,0.5127782357790602,0.4872217642209398],
    [137,2011,"Philadelphia County Subregion","Home improvement","Female",294,184,478,0.6150627615062761,0.38493723849372385],
    [138,2011,"Philadelphia County Subregion","Home purchase","Female",130,627,757,0.17173051519154559,0.8282694848084544],
    [139,2011,"Philadelphia County Subregion","Refinancing","Female",596,1179,1775,0.3357746478873239,0.6642253521126761],
    [140,2011,"Philadelphia County Subregion","All","Female",1020,1990,3010,0.3388704318936877,0.6611295681063123],
    [141,2011,"Philadelphia County Subregion","Home improvement","Latinx",87,35,122,0.7131147540983607,0.28688524590163933],
    [142,2011,"Philadelphia County Subregion","Home purchase","Latinx",32,114,146,0.2191780821917808,0.7808219178082192],
    [143,2011,"Philadelphia County Subregion","Refinancing","Latinx",121,137,258,0.4689922480620155,0.5310077519379846],
    [144,2011,"Philadelphia County Subregion","All","Latinx",240,286,526,0.45627376425855515,0.5437262357414449],
    [145,2011,"Philadelphia County Subregion","Home improvement","Male",406,431,837,0.4850657108721625,0.5149342891278376],
    [146,2011,"Philadelphia County Subregion","Home purchase","Male",287,1570,1857,0.15455035002692516,0.8454496499730748],
    [147,2011,"Philadelphia County Subregion","Refinancing","Male",1394,3708,5102,0.2732261858094865,0.7267738141905136],
    [148,2011,"Philadelphia County Subregion","All","Male",2087,5709,7796,0.2677013853258081,0.7322986146741919],
    [149,2011,"Philadelphia County Subregion","Home improvement","Non-Latinx",557,482,1039,0.53609239653513,0.4639076034648701],
    [150,2011,"Philadelphia County Subregion","Home purchase","Non-Latinx",341,1879,2220,0.15360360360360362,0.8463963963963964],
    [151,2011,"Philadelphia County Subregion","Refinancing","Non-Latinx",1669,4250,5919,0.28197330630174017,0.7180266936982599],
    [152,2011,"Philadelphia County Subregion","All","Non-Latinx",2567,6611,9178,0.27969056439311396,0.720309435606886],
    [153,2011,"Philadelphia County Subregion","Home improvement","Non-White",285,101,386,0.7383419689119171,0.2616580310880829],
    [154,2011,"Philadelphia County Subregion","Home purchase","Non-White",125,359,484,0.25826446280991733,0.7417355371900827],
    [155,2011,"Philadelphia County Subregion","Refinancing","Non-White",521,677,1198,0.4348914858096828,0.5651085141903172],
    [156,2011,"Philadelphia County Subregion","All","Non-White",931,1137,2068,0.45019342359767894,0.5498065764023211],
    [157,2011,"Philadelphia County Subregion","Home improvement","White",346,407,753,0.4594953519256308,0.5405046480743692],
    [158,2011,"Philadelphia County Subregion","Home purchase","White",249,1646,1895,0.13139841688654352,0.8686015831134565],
    [159,2011,"Philadelphia County Subregion","Refinancing","White",1239,3695,4934,0.25111471422780707,0.7488852857721929],
    [160,2011,"Philadelphia County Subregion","All","White",1834,5748,7582,0.24188868372461092,0.7581113162753891],
    [161,2012,"Philadelphia County Subregion","Home improvement","Asian",35,21,56,0.625,0.375],
    [162,2012,"Philadelphia County Subregion","Home purchase","Asian",52,255,307,0.16938110749185667,0.8306188925081434],
    [163,2012,"Philadelphia County Subregion","Refinancing","Asian",215,412,627,0.34290271132376393,0.6570972886762361],
    [164,2012,"Philadelphia County Subregion","All","Asian",302,688,990,0.30505050505050507,0.694949494949495],
    [165,2012,"Philadelphia County Subregion","Home improvement","Black",212,106,318,0.6666666666666666,0.3333333333333333],
    [166,2012,"Philadelphia County Subregion","Home purchase","Black",86,164,250,0.344,0.656],
    [167,2012,"Philadelphia County Subregion","Refinancing","Black",384,476,860,0.44651162790697674,0.5534883720930233],
    [168,2012,"Philadelphia County Subregion","All","Black",682,746,1428,0.47759103641456585,0.5224089635854342],
    [169,2012,"Philadelphia County Subregion","Home improvement","Female",260,207,467,0.556745182012848,0.44325481798715205],
    [170,2012,"Philadelphia County Subregion","Home purchase","Female",164,700,864,0.18981481481481483,0.8101851851851852],
    [171,2012,"Philadelphia County Subregion","Refinancing","Female",675,1490,2165,0.3117782909930716,0.6882217090069284],
    [172,2012,"Philadelphia County Subregion","All","Female",1099,2397,3496,0.31435926773455375,0.6856407322654462],
    [173,2012,"Philadelphia County Subregion","Home improvement","Latinx",82,26,108,0.7592592592592593,0.24074074074074073],
    [174,2012,"Philadelphia County Subregion","Home purchase","Latinx",26,113,139,0.18705035971223022,0.8129496402877698],
    [175,2012,"Philadelphia County Subregion","Refinancing","Latinx",122,180,302,0.40397350993377484,0.5960264900662252],
    [176,2012,"Philadelphia County Subregion","All","Latinx",230,319,549,0.41894353369763204,0.581056466302368],
    [177,2012,"Philadelphia County Subregion","Home improvement","Male",345,439,784,0.44005102040816324,0.5599489795918368],
    [178,2012,"Philadelphia County Subregion","Home purchase","Male",370,1776,2146,0.1724137931034483,0.8275862068965517],
    [179,2012,"Philadelphia County Subregion","Refinancing","Male",1702,4972,6674,0.25501947857356905,0.7449805214264309],
    [180,2012,"Philadelphia County Subregion","All","Male",2417,7187,9604,0.25166597251145356,0.7483340274885465],
    [181,2012,"Philadelphia County Subregion","Home improvement","Non-Latinx",477,508,985,0.4842639593908629,0.515736040609137],
    [182,2012,"Philadelphia County Subregion","Home purchase","Non-Latinx",414,2121,2535,0.16331360946745563,0.8366863905325443],
    [183,2012,"Philadelphia County Subregion","Refinancing","Non-Latinx",2001,5657,7658,0.26129537738312875,0.7387046226168712],
    [184,2012,"Philadelphia County Subregion","All","Non-Latinx",2892,8286,11178,0.25872249060654856,0.7412775093934514],
    [185,2012,"Philadelphia County Subregion","Home improvement","Non-White",259,131,390,0.6641025641025641,0.33589743589743587],
    [186,2012,"Philadelphia County Subregion","Home purchase","Non-White",146,428,574,0.25435540069686413,0.7456445993031359],
    [187,2012,"Philadelphia County Subregion","Refinancing","Non-White",624,926,1550,0.40258064516129033,0.5974193548387097],
    [188,2012,"Philadelphia County Subregion","All","Non-White",1029,1485,2514,0.40930787589498807,0.5906921241050119],
    [189,2012,"Philadelphia County Subregion","Home improvement","White",291,407,698,0.4169054441260745,0.5830945558739254],
    [190,2012,"Philadelphia County Subregion","Home purchase","White",301,1800,2101,0.1432651118514993,0.8567348881485007],
    [191,2012,"Philadelphia County Subregion","Refinancing","White",1468,4913,6381,0.23005798464190566,0.7699420153580944],
    [192,2012,"Philadelphia County Subregion","All","White",2060,7120,9180,0.22440087145969498,0.775599128540305],
    [193,2013,"Philadelphia County Subregion","Home improvement","Asian",23,19,42,0.5476190476190477,0.4523809523809524],
    [194,2013,"Philadelphia County Subregion","Home purchase","Asian",75,323,398,0.1884422110552764,0.8115577889447236],
    [195,2013,"Philadelphia County Subregion","Refinancing","Asian",195,336,531,0.3672316384180791,0.632768361581921],
    [196,2013,"Philadelphia County Subregion","All","Asian",293,678,971,0.30175077239958803,0.698249227600412],
    [197,2013,"Philadelphia County Subregion","Home improvement","Black",209,83,292,0.7157534246575342,0.2842465753424658],
    [198,2013,"Philadelphia County Subregion","Home purchase","Black",57,154,211,0.27014218009478674,0.7298578199052133],
    [199,2013,"Philadelphia County Subregion","Refinancing","Black",405,497,902,0.4490022172949002,0.5509977827050998],
    [200,2013,"Philadelphia County Subregion","All","Black",671,734,1405,0.47758007117437723,0.5224199288256228],
    [201,2013,"Philadelphia County Subregion","Home improvement","Female",235,169,404,0.5816831683168316,0.4183168316831683],
    [202,2013,"Philadelphia County Subregion","Home purchase","Female",137,755,892,0.15358744394618834,0.8464125560538116],
    [203,2013,"Philadelphia County Subregion","Refinancing","Female",604,1332,1936,0.3119834710743802,0.6880165289256198],
    [204,2013,"Philadelphia County Subregion","All","Female",976,2256,3232,0.30198019801980197,0.698019801980198],
    [205,2013,"Philadelphia County Subregion","Home improvement","Latinx",66,25,91,0.7252747252747253,0.27472527472527475],
    [206,2013,"Philadelphia County Subregion","Home purchase","Latinx",21,131,152,0.13815789473684212,0.8618421052631579],
    [207,2013,"Philadelphia County Subregion","Refinancing","Latinx",140,176,316,0.4430379746835443,0.5569620253164557],
    [208,2013,"Philadelphia County Subregion","All","Latinx",227,332,559,0.40608228980322003,0.59391771019678],
    [209,2013,"Philadelphia County Subregion","Home improvement","Male",304,344,648,0.4691358024691358,0.5308641975308642],
    [210,2013,"Philadelphia County Subregion","Home purchase","Male",298,1912,2210,0.134841628959276,0.865158371040724],
    [211,2013,"Philadelphia County Subregion","Refinancing","Male",1551,4088,5639,0.2750487675119702,0.7249512324880298],
    [212,2013,"Philadelphia County Subregion","All","Male",2153,6344,8497,0.2533835471342827,0.7466164528657173],
    [213,2013,"Philadelphia County Subregion","Home improvement","Non-Latinx",450,437,887,0.5073280721533259,0.4926719278466742],
    [214,2013,"Philadelphia County Subregion","Home purchase","Non-Latinx",362,2334,2696,0.13427299703264095,0.865727002967359],
    [215,2013,"Philadelphia County Subregion","Refinancing","Non-Latinx",1812,4790,6602,0.2744622841563163,0.7255377158436838],
    [216,2013,"Philadelphia County Subregion","All","Non-Latinx",2624,7561,10185,0.25763377515954833,0.7423662248404517],
    [217,2013,"Philadelphia County Subregion","Home improvement","Non-White",246,107,353,0.6968838526912181,0.3031161473087819],
    [218,2013,"Philadelphia County Subregion","Home purchase","Non-White",138,495,633,0.21800947867298578,0.7819905213270142],
    [219,2013,"Philadelphia County Subregion","Refinancing","Non-White",620,869,1489,0.41638683680322364,0.5836131631967764],
    [220,2013,"Philadelphia County Subregion","All","Non-White",1004,1471,2475,0.40565656565656566,0.5943434343434344],
    [221,2013,"Philadelphia County Subregion","Home improvement","White",257,361,618,0.41585760517799353,0.5841423948220065],
    [222,2013,"Philadelphia County Subregion","Home purchase","White",243,1962,2205,0.11020408163265306,0.889795918367347],
    [223,2013,"Philadelphia County Subregion","Refinancing","White",1283,4096,5379,0.23852017103550846,0.7614798289644915],
    [224,2013,"Philadelphia County Subregion","All","White",1783,6419,8202,0.21738600341380152,0.7826139965861985],
    [225,2014,"Philadelphia County Subregion","Home improvement","Asian",27,23,50,0.54,0.46],
    [226,2014,"Philadelphia County Subregion","Home purchase","Asian",65,369,434,0.1497695852534562,0.8502304147465438],
    [227,2014,"Philadelphia County Subregion","Refinancing","Asian",111,148,259,0.42857142857142855,0.5714285714285714],
    [228,2014,"Philadelphia County Subregion","All","Asian",203,540,743,0.2732166890982503,0.7267833109017496],
    [229,2014,"Philadelphia County Subregion","Home improvement","Black",202,67,269,0.7509293680297398,0.24907063197026022],
    [230,2014,"Philadelphia County Subregion","Home purchase","Black",80,182,262,0.3053435114503817,0.6946564885496184],
    [231,2014,"Philadelphia County Subregion","Refinancing","Black",326,297,623,0.5232744783306581,0.4767255216693419],
    [232,2014,"Philadelphia County Subregion","All","Black",608,546,1154,0.5268630849220104,0.4731369150779896],
    [233,2014,"Philadelphia County Subregion","Home improvement","Female",282,188,470,0.6,0.4],
    [234,2014,"Philadelphia County Subregion","Home purchase","Female",122,697,819,0.14896214896214896,0.851037851037851],
    [235,2014,"Philadelphia County Subregion","Refinancing","Female",428,705,1133,0.37775816416593117,0.6222418358340689],
    [236,2014,"Philadelphia County Subregion","All","Female",832,1590,2422,0.3435177539223782,0.6564822460776218],
    [237,2014,"Philadelphia County Subregion","Home improvement","Latinx",58,22,80,0.725,0.275],
    [238,2014,"Philadelphia County Subregion","Home purchase","Latinx",31,114,145,0.21379310344827587,0.7862068965517242],
    [239,2014,"Philadelphia County Subregion","Refinancing","Latinx",94,113,207,0.45410628019323673,0.5458937198067633],
    [240,2014,"Philadelphia County Subregion","All","Latinx",183,249,432,0.4236111111111111,0.5763888888888888],
    [241,2014,"Philadelphia County Subregion","Home improvement","Male",318,350,668,0.47604790419161674,0.5239520958083832],
    [242,2014,"Philadelphia County Subregion","Home purchase","Male",284,1938,2222,0.1278127812781278,0.8721872187218722],
    [243,2014,"Philadelphia County Subregion","Refinancing","Male",962,1770,2732,0.35212298682284043,0.6478770131771596],
    [244,2014,"Philadelphia County Subregion","All","Male",1564,4058,5622,0.2781928139452152,0.7218071860547848],
    [245,2014,"Philadelphia County Subregion","Home improvement","Non-Latinx",480,458,938,0.511727078891258,0.488272921108742],
    [246,2014,"Philadelphia County Subregion","Home purchase","Non-Latinx",349,2395,2744,0.1271865889212828,0.8728134110787172],
    [247,2014,"Philadelphia County Subregion","Refinancing","Non-Latinx",1165,2223,3388,0.34386068476977566,0.6561393152302243],
    [248,2014,"Philadelphia County Subregion","All","Non-Latinx",1994,5076,7070,0.28203677510608205,0.717963224893918],
    [249,2014,"Philadelphia County Subregion","Home improvement","Non-White",254,93,347,0.7319884726224783,0.2680115273775216],
    [250,2014,"Philadelphia County Subregion","Home purchase","Non-White",150,566,716,0.20949720670391062,0.7905027932960894],
    [251,2014,"Philadelphia County Subregion","Refinancing","Non-White",463,468,931,0.49731471535982813,0.5026852846401718],
    [252,2014,"Philadelphia County Subregion","All","Non-White",867,1127,1994,0.43480441323971913,0.5651955867602808],
    [253,2014,"Philadelphia County Subregion","Home improvement","White",284,396,680,0.4176470588235294,0.5823529411764706],
    [254,2014,"Philadelphia County Subregion","Home purchase","White",224,1928,2152,0.10408921933085502,0.895910780669145],
    [255,2014,"Philadelphia County Subregion","Refinancing","White",757,1822,2579,0.29352462194649087,0.7064753780535091],
    [256,2014,"Philadelphia County Subregion","All","White",1265,4146,5411,0.2337830345592312,0.7662169654407688],
    [257,2015,"Philadelphia County Subregion","Home improvement","Asian",34,25,59,0.576271186440678,0.423728813559322],
    [258,2015,"Philadelphia County Subregion","Home purchase","Asian",69,426,495,0.1393939393939394,0.8606060606060606],
    [259,2015,"Philadelphia County Subregion","Refinancing","Asian",95,212,307,0.30944625407166126,0.6905537459283387],
    [260,2015,"Philadelphia County Subregion","All","Asian",198,663,861,0.22996515679442509,0.7700348432055749],
    [261,2015,"Philadelphia County Subregion","Home improvement","Black",198,64,262,0.7557251908396947,0.24427480916030533],
    [262,2015,"Philadelphia County Subregion","Home purchase","Black",69,226,295,0.23389830508474577,0.7661016949152543],
    [263,2015,"Philadelphia County Subregion","Refinancing","Black",327,308,635,0.5149606299212598,0.48503937007874015],
    [264,2015,"Philadelphia County Subregion","All","Black",594,598,1192,0.4983221476510067,0.5016778523489933],
    [265,2015,"Philadelphia County Subregion","Home improvement","Female",268,137,405,0.6617283950617284,0.33827160493827163],
    [266,2015,"Philadelphia County Subregion","Home purchase","Female",143,910,1053,0.13580246913580246,0.8641975308641975],
    [267,2015,"Philadelphia County Subregion","Refinancing","Female",399,774,1173,0.340153452685422,0.659846547314578],
    [268,2015,"Philadelphia County Subregion","All","Female",810,1821,2631,0.30786773090079816,0.6921322690992018],
    [269,2015,"Philadelphia County Subregion","Home improvement","Latinx",70,25,95,0.7368421052631579,0.2631578947368421],
    [270,2015,"Philadelphia County Subregion","Home purchase","Latinx",37,165,202,0.18316831683168316,0.8168316831683168],
    [271,2015,"Philadelphia County Subregion","Refinancing","Latinx",103,108,211,0.4881516587677725,0.5118483412322274],
    [272,2015,"Philadelphia County Subregion","All","Latinx",210,298,508,0.41338582677165353,0.5866141732283464],
    [273,2015,"Philadelphia County Subregion","Home improvement","Male",301,308,609,0.4942528735632184,0.5057471264367817],
    [274,2015,"Philadelphia County Subregion","Home purchase","Male",264,2209,2473,0.10675293166194905,0.8932470683380509],
    [275,2015,"Philadelphia County Subregion","Refinancing","Male",999,2113,3112,0.32101542416452444,0.6789845758354756],
    [276,2015,"Philadelphia County Subregion","All","Male",1564,4630,6194,0.2525024216984178,0.7474975783015821],
    [277,2015,"Philadelphia County Subregion","Home improvement","Non-Latinx",435,373,808,0.5383663366336634,0.46163366336633666],
    [278,2015,"Philadelphia County Subregion","Home purchase","Non-Latinx",325,2720,3045,0.10673234811165845,0.8932676518883416],
    [279,2015,"Philadelphia County Subregion","Refinancing","Non-Latinx",1147,2526,3673,0.31227879117887286,0.6877212088211272],
    [280,2015,"Philadelphia County Subregion","All","Non-Latinx",1907,5619,7526,0.2533882540526176,0.7466117459473824],
    [281,2015,"Philadelphia County Subregion","Home improvement","Non-White",245,95,340,0.7205882352941176,0.27941176470588236],
    [282,2015,"Philadelphia County Subregion","Home purchase","Non-White",143,670,813,0.17589175891758918,0.8241082410824109],
    [283,2015,"Philadelphia County Subregion","Refinancing","Non-White",440,546,986,0.4462474645030426,0.5537525354969574],
    [284,2015,"Philadelphia County Subregion","All","Non-White",828,1311,2139,0.3870967741935484,0.6129032258064516],
    [285,2015,"Philadelphia County Subregion","Home improvement","White",238,295,533,0.44652908067542213,0.5534709193245778],
    [286,2015,"Philadelphia County Subregion","Home purchase","White",218,2195,2413,0.09034397016162453,0.9096560298383755],
    [287,2015,"Philadelphia County Subregion","Refinancing","White",780,2012,2792,0.2793696275071633,0.7206303724928367],
    [288,2015,"Philadelphia County Subregion","All","White",1236,4502,5738,0.21540606483095154,0.7845939351690484],
    [289,2016,"Philadelphia County Subregion","Home improvement","Asian",20,35,55,0.36363636363636365,0.6363636363636364],
    [290,2016,"Philadelphia County Subregion","Home purchase","Asian",58,550,608,0.09539473684210527,0.9046052631578947],
    [291,2016,"Philadelphia County Subregion","Refinancing","Asian",129,191,320,0.403125,0.596875],
    [292,2016,"Philadelphia County Subregion","All","Asian",207,776,983,0.2105798575788403,0.7894201424211598],
    [293,2016,"Philadelphia County Subregion","Home improvement","Black",144,79,223,0.6457399103139013,0.3542600896860987],
    [294,2016,"Philadelphia County Subregion","Home purchase","Black",50,262,312,0.16025641025641027,0.8397435897435898],
    [295,2016,"Philadelphia County Subregion","Refinancing","Black",322,268,590,0.5457627118644067,0.4542372881355932],
    [296,2016,"Philadelphia County Subregion","All","Black",516,609,1125,0.45866666666666667,0.5413333333333333],
    [297,2016,"Philadelphia County Subregion","Home improvement","Female",179,180,359,0.4986072423398329,0.5013927576601671],
    [298,2016,"Philadelphia County Subregion","Home purchase","Female",134,1080,1214,0.11037891268533773,0.8896210873146623],
    [299,2016,"Philadelphia County Subregion","Refinancing","Female",480,805,1285,0.3735408560311284,0.6264591439688716],
    [300,2016,"Philadelphia County Subregion","All","Female",793,2065,2858,0.27746675997200837,0.7225332400279916],
    [301,2016,"Philadelphia County Subregion","Home improvement","Latinx",49,28,77,0.6363636363636364,0.36363636363636365],
    [302,2016,"Philadelphia County Subregion","Home purchase","Latinx",23,188,211,0.10900473933649289,0.8909952606635071],
    [303,2016,"Philadelphia County Subregion","Refinancing","Latinx",119,127,246,0.483739837398374,0.516260162601626],
    [304,2016,"Philadelphia County Subregion","All","Latinx",191,343,534,0.35767790262172283,0.6423220973782772],
    [305,2016,"Philadelphia County Subregion","Home improvement","Male",211,333,544,0.38786764705882354,0.6121323529411765],
    [306,2016,"Philadelphia County Subregion","Home purchase","Male",239,2480,2719,0.08789996322177271,0.9121000367782273],
    [307,2016,"Philadelphia County Subregion","Refinancing","Male",1018,2197,3215,0.3166407465007776,0.6833592534992224],
    [308,2016,"Philadelphia County Subregion","All","Male",1468,5010,6478,0.22661315220747144,0.7733868477925285],
    [309,2016,"Philadelphia County Subregion","Home improvement","Non-Latinx",315,425,740,0.42567567567567566,0.5743243243243243],
    [310,2016,"Philadelphia County Subregion","Home purchase","Non-Latinx",314,3163,3477,0.090307736554501,0.909692263445499],
    [311,2016,"Philadelphia County Subregion","Refinancing","Non-Latinx",1242,2582,3824,0.3247907949790795,0.6752092050209205],
    [312,2016,"Philadelphia County Subregion","All","Non-Latinx",1871,6170,8041,0.23268250217634623,0.7673174978236538],
    [313,2016,"Philadelphia County Subregion","Home improvement","Non-White",174,118,292,0.5958904109589042,0.4041095890410959],
    [314,2016,"Philadelphia County Subregion","Home purchase","Non-White",111,824,935,0.11871657754010695,0.881283422459893],
    [315,2016,"Philadelphia County Subregion","Refinancing","Non-White",468,477,945,0.49523809523809526,0.5047619047619047],
    [316,2016,"Philadelphia County Subregion","All","Non-White",753,1419,2172,0.34668508287292815,0.6533149171270718],
    [317,2016,"Philadelphia County Subregion","Home improvement","White",176,334,510,0.34509803921568627,0.6549019607843137],
    [318,2016,"Philadelphia County Subregion","Home purchase","White",220,2508,2728,0.08064516129032258,0.9193548387096774],
    [319,2016,"Philadelphia County Subregion","Refinancing","White",825,2179,3004,0.27463382157123833,0.7253661784287616],
    [320,2016,"Philadelphia County Subregion","All","White",1221,5021,6242,0.1956103812880487,0.8043896187119512],
    [321,2017,"Philadelphia County Subregion","Home improvement","Asian",25,32,57,0.43859649122807015,0.5614035087719298],
    [322,2017,"Philadelphia County Subregion","Home purchase","Asian",66,692,758,0.0870712401055409,0.9129287598944591],
    [323,2017,"Philadelphia County Subregion","Refinancing","Asian",66,161,227,0.2907488986784141,0.7092511013215859],
    [324,2017,"Philadelphia County Subregion","All","Asian",157,885,1042,0.15067178502879078,0.8493282149712092],
    [325,2017,"Philadelphia County Subregion","Home improvement","Black",112,61,173,0.6473988439306358,0.35260115606936415],
    [326,2017,"Philadelphia County Subregion","Home purchase","Black",79,304,383,0.206266318537859,0.793733681462141],
    [327,2017,"Philadelphia County Subregion","Refinancing","Black",284,280,564,0.5035460992907801,0.49645390070921985],
    [328,2017,"Philadelphia County Subregion","All","Black",475,645,1120,0.42410714285714285,0.5758928571428571],
    [329,2017,"Philadelphia County Subregion","Home improvement","Female",163,175,338,0.4822485207100592,0.5177514792899408],
    [330,2017,"Philadelphia County Subregion","Home purchase","Female",165,1225,1390,0.11870503597122302,0.8812949640287769],
    [331,2017,"Philadelphia County Subregion","Refinancing","Female",348,619,967,0.35987590486039295,0.640124095139607],
    [332,2017,"Philadelphia County Subregion","All","Female",676,2019,2695,0.250834879406308,0.749165120593692],
    [333,2017,"Philadelphia County Subregion","Home improvement","Latinx",53,27,80,0.6625,0.3375],
    [334,2017,"Philadelphia County Subregion","Home purchase","Latinx",43,233,276,0.15579710144927536,0.8442028985507246],
    [335,2017,"Philadelphia County Subregion","Refinancing","Latinx",69,120,189,0.36507936507936506,0.6349206349206349],
    [336,2017,"Philadelphia County Subregion","All","Latinx",165,380,545,0.30275229357798167,0.6972477064220184],
    [337,2017,"Philadelphia County Subregion","Home improvement","Male",182,326,508,0.35826771653543305,0.6417322834645669],
    [338,2017,"Philadelphia County Subregion","Home purchase","Male",243,2795,3038,0.07998683344305464,0.9200131665569453],
    [339,2017,"Philadelphia County Subregion","Refinancing","Male",722,1808,2530,0.28537549407114626,0.7146245059288537],
    [340,2017,"Philadelphia County Subregion","All","Male",1147,4929,6076,0.18877551020408162,0.8112244897959183],
    [341,2017,"Philadelphia County Subregion","Home improvement","Non-Latinx",262,419,681,0.38472834067547723,0.6152716593245228],
    [342,2017,"Philadelphia County Subregion","Home purchase","Non-Latinx",334,3535,3869,0.08632721633497027,0.9136727836650297],
    [343,2017,"Philadelphia County Subregion","Refinancing","Non-Latinx",859,2025,2884,0.2978502080443828,0.7021497919556172],
    [344,2017,"Philadelphia County Subregion","All","Non-Latinx",1455,5979,7434,0.19572235673930588,0.8042776432606941],
    [345,2017,"Philadelphia County Subregion","Home improvement","Non-White",152,101,253,0.6007905138339921,0.39920948616600793],
    [346,2017,"Philadelphia County Subregion","Home purchase","Non-White",146,1023,1169,0.12489307100085544,0.8751069289991446],
    [347,2017,"Philadelphia County Subregion","Refinancing","Non-White",366,466,832,0.43990384615384615,0.5600961538461539],
    [348,2017,"Philadelphia County Subregion","All","Non-White",664,1590,2254,0.29458740017746227,0.7054125998225377],
    [349,2017,"Philadelphia County Subregion","Home improvement","White",158,342,500,0.316,0.684],
    [350,2017,"Philadelphia County Subregion","Home purchase","White",233,2690,2923,0.07971262401642148,0.9202873759835786],
    [351,2017,"Philadelphia County Subregion","Refinancing","White",528,1667,2195,0.24054669703872436,0.7594533029612757],
    [352,2017,"Philadelphia County Subregion","All","White",919,4699,5618,0.1635813456746173,0.8364186543253826],
    [353,2018,"Philadelphia County Subregion","Home improvement","Asian",381,234,615,0.6195121951219512,0.3804878048780488],
    [354,2018,"Philadelphia County Subregion","Home purchase","Asian",307,2207,2514,0.12211614956245027,0.8778838504375497],
    [355,2018,"Philadelphia County Subregion","Refinancing","Asian",320,443,763,0.41939711664482304,0.580602883355177],
    [356,2018,"Philadelphia County Subregion","All","Asian",1008,2884,3892,0.2589928057553957,0.7410071942446043],
    [357,2018,"Philadelphia County Subregion","Home improvement","Black",1595,697,2292,0.6958987783595113,0.30410122164048864],
    [358,2018,"Philadelphia County Subregion","Home purchase","Black",685,2473,3158,0.2169094363521216,0.7830905636478784],
    [359,2018,"Philadelphia County Subregion","Refinancing","Black",2170,1870,4040,0.5371287128712872,0.4628712871287129],
    [360,2018,"Philadelphia County Subregion","All","Black",4450,5040,9490,0.46891464699683877,0.5310853530031612],
    [361,2018,"Philadelphia County Subregion","Home improvement","Female",1606,940,2546,0.6307934014139828,0.3692065985860173],
    [362,2018,"Philadelphia County Subregion","Home purchase","Female",711,4671,5382,0.13210702341137123,0.8678929765886287],
    [363,2018,"Philadelphia County Subregion","Refinancing","Female",2105,2472,4577,0.4599082368363557,0.5400917631636443],
    [364,2018,"Philadelphia County Subregion","All","Female",4422,8083,12505,0.3536185525789684,0.6463814474210315],
    [365,2018,"Philadelphia County Subregion","Home improvement","Latinx",416,128,544,0.7647058823529411,0.23529411764705882],
    [366,2018,"Philadelphia County Subregion","Home purchase","Latinx",305,1333,1638,0.1862026862026862,0.8137973137973138],
    [367,2018,"Philadelphia County Subregion","Refinancing","Latinx",418,417,835,0.5005988023952096,0.4994011976047904],
    [368,2018,"Philadelphia County Subregion","All","Latinx",1139,1878,3017,0.37752734504474644,0.6224726549552536],
    [369,2018,"Philadelphia County Subregion","Home improvement","Male",1615,892,2507,0.644196250498604,0.3558037495013961],
    [370,2018,"Philadelphia County Subregion","Home purchase","Male",835,5357,6192,0.1348514211886305,0.8651485788113695],
    [371,2018,"Philadelphia County Subregion","Refinancing","Male",2212,2657,4869,0.4543027315670569,0.5456972684329431],
    [372,2018,"Philadelphia County Subregion","All","Male",4662,8906,13568,0.34360259433962265,0.6563974056603774],
    [373,2018,"Philadelphia County Subregion","Home improvement","Non-Latinx",3035,2197,5232,0.5800840978593272,0.41991590214067276],
    [374,2018,"Philadelphia County Subregion","Home purchase","Non-Latinx",1472,11387,12859,0.11447235399331207,0.8855276460066879],
    [375,2018,"Philadelphia County Subregion","Refinancing","Non-Latinx",4236,6166,10402,0.40722937896558353,0.5927706210344165],
    [376,2018,"Philadelphia County Subregion","All","Non-Latinx",8743,19750,28493,0.30684729582704523,0.6931527041729547],
    [377,2018,"Philadelphia County Subregion","Home improvement","Non-White",2098,963,3061,0.6853969291081345,0.3146030708918654],
    [378,2018,"Philadelphia County Subregion","Home purchase","Non-White",1027,4775,5802,0.177007928300586,0.822992071699414],
    [379,2018,"Philadelphia County Subregion","Refinancing","Non-White",2604,2399,5003,0.5204877073755747,0.47951229262442535],
    [380,2018,"Philadelphia County Subregion","All","Non-White",5729,8137,13866,0.41316890235107456,0.5868310976489254],
    [381,2018,"Philadelphia County Subregion","Home improvement","White",1334,1382,2716,0.49116347569955815,0.5088365243004418],
    [382,2018,"Philadelphia County Subregion","Home purchase","White",729,7746,8475,0.08601769911504424,0.9139823008849558],
    [383,2018,"Philadelphia County Subregion","Refinancing","White",1971,4096,6067,0.3248722597659469,0.6751277402340531],
    [384,2018,"Philadelphia County Subregion","All","White",4034,13224,17258,0.23374666821184378,0.7662533317881562],
    [385,2019,"Philadelphia County Subregion","Home improvement","Asian",361,191,552,0.6539855072463768,0.34601449275362317],
    [386,2019,"Philadelphia County Subregion","Home purchase","Asian",293,2399,2692,0.10884101040118871,0.8911589895988113],
    [387,2019,"Philadelphia County Subregion","Refinancing","Asian",355,638,993,0.35750251762336355,0.6424974823766365],
    [388,2019,"Philadelphia County Subregion","All","Asian",1009,3228,4237,0.23814019353316027,0.7618598064668397],
    [389,2019,"Philadelphia County Subregion","Home improvement","Black",1883,820,2703,0.6966333703292638,0.30336662967073624],
    [390,2019,"Philadelphia County Subregion","Home purchase","Black",656,2687,3343,0.19623093030212385,0.8037690696978762],
    [391,2019,"Philadelphia County Subregion","Refinancing","Black",2039,2162,4201,0.48536062842180433,0.5146393715781956],
    [392,2019,"Philadelphia County Subregion","All","Black",4578,5669,10247,0.4467649068019908,0.5532350931980091],
    [393,2019,"Philadelphia County Subregion","Home improvement","Female",1731,1009,2740,0.6317518248175182,0.36824817518248176],
    [394,2019,"Philadelphia County Subregion","Home purchase","Female",709,5024,5733,0.12366998081283796,0.876330019187162],
    [395,2019,"Philadelphia County Subregion","Refinancing","Female",2105,3270,5375,0.3916279069767442,0.6083720930232558],
    [396,2019,"Philadelphia County Subregion","All","Female",4545,9303,13848,0.3282062391681109,0.6717937608318891],
    [397,2019,"Philadelphia County Subregion","Home improvement","Latinx",439,131,570,0.7701754385964912,0.22982456140350876],
    [398,2019,"Philadelphia County Subregion","Home purchase","Latinx",244,1417,1661,0.1468994581577363,0.8531005418422637],
    [399,2019,"Philadelphia County Subregion","Refinancing","Latinx",476,563,1039,0.45813282001924927,0.5418671799807507],
    [400,2019,"Philadelphia County Subregion","All","Latinx",1159,2111,3270,0.354434250764526,0.645565749235474],
    [401,2019,"Philadelphia County Subregion","Home improvement","Male",1632,951,2583,0.6318234610917538,0.3681765389082462],
    [402,2019,"Philadelphia County Subregion","Home purchase","Male",783,5601,6384,0.12265037593984962,0.8773496240601504],
    [403,2019,"Philadelphia County Subregion","Refinancing","Male",2147,3844,5991,0.3583708896678351,0.641629110332165],
    [404,2019,"Philadelphia County Subregion","All","Male",4562,10396,14958,0.30498729776708117,0.6950127022329189],
    [405,2019,"Philadelphia County Subregion","Home improvement","Non-Latinx",3212,2361,5573,0.5763502601830253,0.4236497398169747],
    [406,2019,"Philadelphia County Subregion","Home purchase","Non-Latinx",1392,11286,12678,0.10979649787032655,0.8902035021296735],
    [407,2019,"Philadelphia County Subregion","Refinancing","Non-Latinx",4231,8554,12785,0.33093468908877594,0.6690653109112241],
    [408,2019,"Philadelphia County Subregion","All","Non-Latinx",8835,22201,31036,0.2846694161618765,0.7153305838381234],
    [409,2019,"Philadelphia County Subregion","Home improvement","Non-White",2355,1051,3406,0.6914268937169701,0.30857310628303],
    [410,2019,"Philadelphia County Subregion","Home purchase","Non-White",980,5172,6152,0.15929778933680103,0.840702210663199],
    [411,2019,"Philadelphia County Subregion","Refinancing","Non-White",2511,2882,5393,0.4656035601705915,0.5343964398294085],
    [412,2019,"Philadelphia County Subregion","All","Non-White",5846,9105,14951,0.3910106347401512,0.6089893652598488],
    [413,2019,"Philadelphia County Subregion","Home improvement","White",1248,1410,2658,0.46952595936794583,0.5304740406320542],
    [414,2019,"Philadelphia County Subregion","Home purchase","White",625,7347,7972,0.07839939789262418,0.9216006021073758],
    [415,2019,"Philadelphia County Subregion","Refinancing","White",2080,6094,8174,0.2544653780278933,0.7455346219721066],
    [416,2019,"Philadelphia County Subregion","All","White",3953,14851,18804,0.21022122952563285,0.7897787704743672],
    [417,2020,"Philadelphia County Subregion","Home improvement","Asian",190,112,302,0.6291390728476821,0.3708609271523179],
    [418,2020,"Philadelphia County Subregion","Home purchase","Asian",243,1902,2145,0.11328671328671329,0.8867132867132868],
    [419,2020,"Philadelphia County Subregion","Refinancing","Asian",446,1416,1862,0.23952738990332975,0.7604726100966702],
    [420,2020,"Philadelphia County Subregion","All","Asian",879,3430,4309,0.20399164539336273,0.7960083546066373],
    [421,2020,"Philadelphia County Subregion","Home improvement","Black",1093,583,1676,0.6521479713603818,0.3478520286396181],
    [422,2020,"Philadelphia County Subregion","Home purchase","Black",590,2953,3543,0.16652554332486594,0.8334744566751341],
    [423,2020,"Philadelphia County Subregion","Refinancing","Black",1858,2854,4712,0.39431239388794564,0.6056876061120543],
    [424,2020,"Philadelphia County Subregion","All","Black",3541,6390,9931,0.3565602658342564,0.6434397341657436],
    [425,2020,"Philadelphia County Subregion","Home improvement","Female",1072,755,1827,0.5867542419266557,0.4132457580733443],
    [426,2020,"Philadelphia County Subregion","Home purchase","Female",600,5320,5920,0.10135135135135136,0.8986486486486487],
    [427,2020,"Philadelphia County Subregion","Refinancing","Female",2030,5919,7949,0.2553780349729526,0.7446219650270475],
    [428,2020,"Philadelphia County Subregion","All","Female",3702,11994,15696,0.23585626911314986,0.7641437308868502],
    [429,2020,"Philadelphia County Subregion","Home improvement","Latinx",251,121,372,0.6747311827956989,0.32526881720430106],
    [430,2020,"Philadelphia County Subregion","Home purchase","Latinx",180,1431,1611,0.11173184357541899,0.888268156424581],
    [431,2020,"Philadelphia County Subregion","Refinancing","Latinx",478,993,1471,0.3249490142760027,0.6750509857239972],
    [432,2020,"Philadelphia County Subregion","All","Latinx",909,2545,3454,0.2631731325998842,0.7368268674001158],
    [433,2020,"Philadelphia County Subregion","Home improvement","Male",977,676,1653,0.5910465819721719,0.4089534180278282],
    [434,2020,"Philadelphia County Subregion","Home purchase","Male",734,5663,6397,0.11474128497733313,0.8852587150226668],
    [435,2020,"Philadelphia County Subregion","Refinancing","Male",2572,7671,10243,0.251098311041687,0.748901688958313],
    [436,2020,"Philadelphia County Subregion","All","Male",4283,14010,18293,0.23413327502323292,0.7658667249767671],
    [437,2020,"Philadelphia County Subregion","Home improvement","Non-Latinx",1897,1648,3545,0.5351198871650211,0.4648801128349788],
    [438,2020,"Philadelphia County Subregion","Home purchase","Non-Latinx",1251,11441,12692,0.09856602584305074,0.9014339741569493],
    [439,2020,"Philadelphia County Subregion","Refinancing","Non-Latinx",4592,16521,21113,0.21749632927580165,0.7825036707241984],
    [440,2020,"Philadelphia County Subregion","All","Non-Latinx",7740,29610,37350,0.20722891566265061,0.7927710843373494],
    [441,2020,"Philadelphia County Subregion","Home improvement","Non-White",1351,715,2066,0.653920619554695,0.34607938044530495],
    [442,2020,"Philadelphia County Subregion","Home purchase","Non-White",852,4957,5809,0.14666896195558615,0.8533310380444138],
    [443,2020,"Philadelphia County Subregion","Refinancing","Non-White",2399,4394,6793,0.35315766229942586,0.6468423377005741],
    [444,2020,"Philadelphia County Subregion","All","Non-White",4602,10066,14668,0.31374420507226614,0.6862557949277338],
    [445,2020,"Philadelphia County Subregion","Home improvement","White",795,1052,1847,0.43042772062804546,0.5695722793719545],
    [446,2020,"Philadelphia County Subregion","Home purchase","White",570,7725,8295,0.06871609403254973,0.9312839059674503],
    [447,2020,"Philadelphia County Subregion","Refinancing","White",2593,12946,15539,0.16687045498423322,0.8331295450157667],
    [448,2020,"Philadelphia County Subregion","All","White",3958,21723,25681,0.15412172423192244,0.8458782757680776],
    [449,2021,"Philadelphia County Subregion","Home improvement","Asian",233,178,411,0.5669099756690997,0.43309002433090027],
    [450,2021,"Philadelphia County Subregion","Home purchase","Asian",293,2967,3260,0.08987730061349693,0.910122699386503],
    [451,2021,"Philadelphia County Subregion","Refinancing","Asian",513,1639,2152,0.2383828996282528,0.7616171003717472],
    [452,2021,"Philadelphia County Subregion","All","Asian",1039,4784,5823,0.1784303623561738,0.8215696376438262],
    [453,2021,"Philadelphia County Subregion","Home improvement","Black",1429,751,2180,0.6555045871559633,0.3444954128440367],
    [454,2021,"Philadelphia County Subregion","Home purchase","Black",635,3573,4208,0.15090304182509506,0.8490969581749049],
    [455,2021,"Philadelphia County Subregion","Refinancing","Black",2410,4077,6487,0.37151225527979037,0.6284877447202096],
    [456,2021,"Philadelphia County Subregion","All","Black",4474,8401,12875,0.347495145631068,0.652504854368932],
    [457,2021,"Philadelphia County Subregion","Home improvement","Female",1372,897,2269,0.6046716615249008,0.3953283384750992],
    [458,2021,"Philadelphia County Subregion","Home purchase","Female",768,6644,7412,0.10361575822989746,0.8963842417701026],
    [459,2021,"Philadelphia County Subregion","Refinancing","Female",2579,6917,9496,0.27158803706823925,0.7284119629317607],
    [460,2021,"Philadelphia County Subregion","All","Female",4719,14458,19177,0.24607602857589822,0.7539239714241018],
    [461,2021,"Philadelphia County Subregion","Home improvement","Latinx",352,176,528,0.6666666666666666,0.3333333333333333],
    [462,2021,"Philadelphia County Subregion","Home purchase","Latinx",278,1848,2126,0.13076199435559738,0.8692380056444027],
    [463,2021,"Philadelphia County Subregion","Refinancing","Latinx",615,1321,1936,0.31766528925619836,0.6823347107438017],
    [464,2021,"Philadelphia County Subregion","All","Latinx",1245,3345,4590,0.27124183006535946,0.7287581699346405],
    [465,2021,"Philadelphia County Subregion","Home improvement","Male",1131,836,1967,0.5749872902897813,0.4250127097102186],
    [466,2021,"Philadelphia County Subregion","Home purchase","Male",804,7021,7825,0.10274760383386582,0.8972523961661342],
    [467,2021,"Philadelphia County Subregion","Refinancing","Male",2832,7701,10533,0.2688692680148106,0.7311307319851894],
    [468,2021,"Philadelphia County Subregion","All","Male",4767,15558,20325,0.23453874538745387,0.7654612546125461],
    [469,2021,"Philadelphia County Subregion","Home improvement","Non-Latinx",2261,1940,4201,0.538205189240657,0.46179481075934303],
    [470,2021,"Philadelphia County Subregion","Home purchase","Non-Latinx",1379,14092,15471,0.08913450972787797,0.910865490272122],
    [471,2021,"Philadelphia County Subregion","Refinancing","Non-Latinx",5217,16599,21816,0.23913641364136415,0.7608635863586358],
    [472,2021,"Philadelphia County Subregion","All","Non-Latinx",8857,32631,41488,0.2134834168916313,0.7865165831083687],
    [473,2021,"Philadelphia County Subregion","Home improvement","Non-White",1750,971,2721,0.6431459022418229,0.3568540977581771],
    [474,2021,"Philadelphia County Subregion","Home purchase","Non-White",976,6664,7640,0.12774869109947645,0.8722513089005236],
    [475,2021,"Philadelphia County Subregion","Refinancing","Non-White",3039,5865,8904,0.34130727762803237,0.6586927223719676],
    [476,2021,"Philadelphia County Subregion","All","Non-White",5765,13500,19265,0.29924733973527123,0.7007526602647288],
    [477,2021,"Philadelphia County Subregion","Home improvement","White",801,1132,1933,0.4143817899637869,0.5856182100362132],
    [478,2021,"Philadelphia County Subregion","Home purchase","White",613,8834,9447,0.06488832433576797,0.935111675664232],
    [479,2021,"Philadelphia County Subregion","Refinancing","White",2591,11692,14283,0.18140446684870126,0.8185955331512987],
    [480,2021,"Philadelphia County Subregion","All","White",4005,21658,25663,0.15606125550403305,0.843938744495967],
    [481,2022,"Philadelphia County Subregion","Home improvement","Asian",267,190,457,0.5842450765864332,0.41575492341356673],
    [482,2022,"Philadelphia County Subregion","Home purchase","Asian",229,2630,2859,0.0800979363413781,0.9199020636586219],
    [483,2022,"Philadelphia County Subregion","Refinancing","Asian",267,546,813,0.3284132841328413,0.6715867158671587],
    [484,2022,"Philadelphia County Subregion","All","Asian",763,3366,4129,0.1847905061758295,0.8152094938241705],
    [485,2022,"Philadelphia County Subregion","Home improvement","Black",1685,1020,2705,0.6229205175600739,0.37707948243992606],
    [486,2022,"Philadelphia County Subregion","Home purchase","Black",652,3021,3673,0.17751157092295128,0.8224884290770488],
    [487,2022,"Philadelphia County Subregion","Refinancing","Black",2046,2448,4494,0.4552736982643525,0.5447263017356475],
    [488,2022,"Philadelphia County Subregion","All","Black",4383,6489,10872,0.4031456953642384,0.5968543046357616],
    [489,2022,"Philadelphia County Subregion","Home improvement","Female",1627,1101,2728,0.5964076246334311,0.4035923753665689],
    [490,2022,"Philadelphia County Subregion","Home purchase","Female",666,5400,6066,0.10979228486646884,0.8902077151335311],
    [491,2022,"Philadelphia County Subregion","Refinancing","Female",1853,2856,4709,0.3935018050541516,0.6064981949458483],
    [492,2022,"Philadelphia County Subregion","All","Female",4146,9357,13503,0.3070428793601422,0.6929571206398578],
    [493,2022,"Philadelphia County Subregion","Home improvement","Latinx",412,212,624,0.6602564102564102,0.33974358974358976],
    [494,2022,"Philadelphia County Subregion","Home purchase","Latinx",245,1732,1977,0.12392513909964593,0.876074860900354],
    [495,2022,"Philadelphia County Subregion","Refinancing","Latinx",517,586,1103,0.46872166817769717,0.5312783318223028],
    [496,2022,"Philadelphia County Subregion","All","Latinx",1174,2530,3704,0.3169546436285097,0.6830453563714903],
    [497,2022,"Philadelphia County Subregion","Home improvement","Male",1433,1090,2523,0.5679746333729687,0.43202536662703134],
    [498,2022,"Philadelphia County Subregion","Home purchase","Male",789,5851,6640,0.11882530120481928,0.8811746987951807],
    [499,2022,"Philadelphia County Subregion","Refinancing","Male",2045,3110,5155,0.39670223084384093,0.6032977691561591],
    [500,2022,"Philadelphia County Subregion","All","Male",4267,10051,14318,0.2980164827489873,0.7019835172510127],
    [501,2022,"Philadelphia County Subregion","Home improvement","Non-Latinx",2718,2436,5154,0.5273573923166472,0.47264260768335276],
    [502,2022,"Philadelphia County Subregion","Home purchase","Non-Latinx",1281,11520,12801,0.10007030700726506,0.899929692992735],
    [503,2022,"Philadelphia County Subregion","Refinancing","Non-Latinx",3487,6334,9821,0.3550554933306181,0.644944506669382],
    [504,2022,"Philadelphia County Subregion","All","Non-Latinx",7486,20290,27776,0.26951324884792627,0.7304867511520737],
    [505,2022,"Philadelphia County Subregion","Home improvement","Non-White",2042,1240,3282,0.6221815965874467,0.3778184034125533],
    [506,2022,"Philadelphia County Subregion","Home purchase","Non-White",917,5791,6708,0.13670244484197971,0.8632975551580203],
    [507,2022,"Philadelphia County Subregion","Refinancing","Non-White",2401,3069,5470,0.4389396709323583,0.5610603290676417],
    [508,2022,"Philadelphia County Subregion","All","Non-White",5360,10100,15460,0.34670116429495473,0.6532988357050453],
    [509,2022,"Philadelphia County Subregion","Home improvement","White",1044,1382,2426,0.43033800494641383,0.5696619950535862],
    [510,2022,"Philadelphia County Subregion","Home purchase","White",537,7056,7593,0.07072303437376531,0.9292769656262347],
    [511,2022,"Philadelphia County Subregion","Refinancing","White",1442,3706,5148,0.2801087801087801,0.7198912198912198],
    [512,2022,"Philadelphia County Subregion","All","White",3023,12144,15167,0.19931430078459814,0.8006856992154019],
    [513,2007,"DVRPC Region","All","Asian",1061,3035,4096,0.259033203125,0.740966796875],
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    [515,2007,"DVRPC Region","All","Female",11065,20161,31226,0.3543521424453981,0.645647857554602],
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    [519,2007,"DVRPC Region","All","Non-White",7663,9493,17156,0.44666588948472835,0.5533341105152716],
    [520,2007,"DVRPC Region","All","White",22235,69722,91957,0.2417977967963287,0.7582022032036713],
    [521,2007,"DVRPC Region","Home improvement","Asian",284,382,666,0.4264264264264264,0.5735735735735735],
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    [524,2007,"DVRPC Region","Home improvement","Latinx",612,462,1074,0.5698324022346368,0.4301675977653631],
    [525,2007,"DVRPC Region","Home improvement","Male",4856,11079,15935,0.30473799811735175,0.6952620018826483],
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    [528,2007,"DVRPC Region","Home improvement","White",5136,12391,17527,0.2930336052946882,0.7069663947053118],
    [529,2007,"DVRPC Region","Home purchase","Asian",217,1748,1965,0.11043256997455471,0.8895674300254452],
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    [531,2007,"DVRPC Region","Home purchase","Female",1083,6550,7633,0.1418839250622298,0.8581160749377702],
    [532,2007,"DVRPC Region","Home purchase","Latinx",347,1246,1593,0.21782799748901444,0.7821720025109855],
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    [535,2007,"DVRPC Region","Home purchase","Non-White",1016,3680,4696,0.21635434412265758,0.7836456558773425],
    [536,2007,"DVRPC Region","Home purchase","White",2376,24607,26983,0.088055442315532,0.911944557684468],
    [537,2007,"DVRPC Region","Refinancing","Asian",560,905,1465,0.3822525597269625,0.6177474402730375],
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    [543,2007,"DVRPC Region","Refinancing","Non-White",4615,4405,9020,0.511640798226164,0.4883592017738359],
    [544,2007,"DVRPC Region","Refinancing","White",14723,32724,47447,0.3103041288174173,0.6896958711825827],
    [545,2008,"DVRPC Region","All","Asian",1122,2751,3873,0.28969790859798605,0.710302091402014],
    [546,2008,"DVRPC Region","All","Black",4340,3822,8162,0.5317324185248714,0.46826758147512865],
    [547,2008,"DVRPC Region","All","Female",8786,15021,23807,0.36905111941865837,0.6309488805813416],
    [548,2008,"DVRPC Region","All","Latinx",1648,2103,3751,0.43934950679818713,0.5606504932018128],
    [549,2008,"DVRPC Region","All","Male",18426,54354,72780,0.2531739488870569,0.7468260511129431],
    [550,2008,"DVRPC Region","All","Non-Latinx",23735,61315,85050,0.2790711346266902,0.7209288653733098],
    [551,2008,"DVRPC Region","All","Non-White",5852,6973,12825,0.4562962962962963,0.5437037037037037],
    [552,2008,"DVRPC Region","All","White",19417,56556,75973,0.2555776394245324,0.7444223605754676],
    [553,2008,"DVRPC Region","Home improvement","Asian",239,211,450,0.5311111111111111,0.4688888888888889],
    [554,2008,"DVRPC Region","Home improvement","Black",849,440,1289,0.6586501163692785,0.3413498836307215],
    [555,2008,"DVRPC Region","Home improvement","Female",1824,2030,3854,0.47327451997924236,0.5267254800207577],
    [556,2008,"DVRPC Region","Home improvement","Latinx",419,199,618,0.6779935275080906,0.3220064724919094],
    [557,2008,"DVRPC Region","Home improvement","Male",3190,6143,9333,0.34179792135433407,0.6582020786456659],
    [558,2008,"DVRPC Region","Home improvement","Non-Latinx",4314,7283,11597,0.3719927567474347,0.6280072432525653],
    [559,2008,"DVRPC Region","Home improvement","Non-White",1190,714,1904,0.625,0.375],
    [560,2008,"DVRPC Region","Home improvement","White",3550,6832,10382,0.34193796956270467,0.6580620304372953],
    [561,2008,"DVRPC Region","Home purchase","Asian",240,1530,1770,0.13559322033898305,0.864406779661017],
    [562,2008,"DVRPC Region","Home purchase","Black",389,1286,1675,0.23223880597014926,0.7677611940298508],
    [563,2008,"DVRPC Region","Home purchase","Female",756,5223,5979,0.12644254892122428,0.8735574510787757],
    [564,2008,"DVRPC Region","Home purchase","Latinx",196,905,1101,0.17801998183469572,0.8219800181653043],
    [565,2008,"DVRPC Region","Home purchase","Male",2188,19510,21698,0.10083878698497557,0.8991612130150244],
    [566,2008,"DVRPC Region","Home purchase","Non-Latinx",2494,22339,24833,0.10043087826682237,0.8995691217331776],
    [567,2008,"DVRPC Region","Home purchase","Non-White",665,2941,3606,0.1844148641153633,0.8155851358846368],
    [568,2008,"DVRPC Region","Home purchase","White",2022,20210,22232,0.09094998200791651,0.9090500179920835],
    [569,2008,"DVRPC Region","Refinancing","Asian",643,1010,1653,0.38898971566848156,0.6110102843315185],
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    [571,2008,"DVRPC Region","Refinancing","Female",6206,7768,13974,0.44411049091169313,0.5558895090883068],
    [572,2008,"DVRPC Region","Refinancing","Latinx",1033,999,2032,0.5083661417322834,0.49163385826771655],
    [573,2008,"DVRPC Region","Refinancing","Male",13048,28701,41749,0.31253443196244224,0.6874655680375578],
    [574,2008,"DVRPC Region","Refinancing","Non-Latinx",16927,31693,48620,0.3481489099136158,0.6518510900863842],
    [575,2008,"DVRPC Region","Refinancing","Non-White",3997,3318,7315,0.5464114832535886,0.4535885167464115],
    [576,2008,"DVRPC Region","Refinancing","White",13845,29514,43359,0.31931086971563,0.6806891302843701],
    [577,2009,"DVRPC Region","All","Asian",1330,4324,5654,0.23523169437566324,0.7647683056243367],
    [578,2009,"DVRPC Region","All","Black",2295,3098,5393,0.425551641016132,0.5744483589838679],
    [579,2009,"DVRPC Region","All","Female",6335,17791,24126,0.26257978943877974,0.7374202105612203],
    [580,2009,"DVRPC Region","All","Latinx",1053,2091,3144,0.3349236641221374,0.6650763358778626],
    [581,2009,"DVRPC Region","All","Male",17022,77692,94714,0.1797199991553519,0.8202800008446481],
    [582,2009,"DVRPC Region","All","Non-Latinx",20234,85827,106061,0.19077700568540745,0.8092229943145925],
    [583,2009,"DVRPC Region","All","Non-White",3818,7920,11738,0.325268359175328,0.674731640824672],
    [584,2009,"DVRPC Region","All","White",17430,80098,97528,0.17871790665244852,0.8212820933475514],
    [585,2009,"DVRPC Region","Home improvement","Asian",109,131,240,0.45416666666666666,0.5458333333333333],
    [586,2009,"DVRPC Region","Home improvement","Black",396,211,607,0.6523887973640856,0.34761120263591433],
    [587,2009,"DVRPC Region","Home improvement","Female",972,1271,2243,0.4333481943825234,0.5666518056174766],
    [588,2009,"DVRPC Region","Home improvement","Latinx",195,99,294,0.6632653061224489,0.336734693877551],
    [589,2009,"DVRPC Region","Home improvement","Male",1694,4024,5718,0.2962574326687653,0.7037425673312347],
    [590,2009,"DVRPC Region","Home improvement","Non-Latinx",2205,4633,6838,0.32246270839426733,0.6775372916057326],
    [591,2009,"DVRPC Region","Home improvement","Non-White",547,360,907,0.6030871003307607,0.39691289966923926],
    [592,2009,"DVRPC Region","Home improvement","White",1833,4412,6245,0.2935148118494796,0.7064851881505204],
    [593,2009,"DVRPC Region","Home purchase","Asian",249,1214,1463,0.17019822282980177,0.8298017771701982],
    [594,2009,"DVRPC Region","Home purchase","Black",247,865,1112,0.2221223021582734,0.7778776978417267],
    [595,2009,"DVRPC Region","Home purchase","Female",646,4530,5176,0.12480680061823803,0.875193199381762],
    [596,2009,"DVRPC Region","Home purchase","Latinx",132,713,845,0.15621301775147928,0.8437869822485207],
    [597,2009,"DVRPC Region","Home purchase","Male",1732,15878,17610,0.09835320840431573,0.9016467915956843],
    [598,2009,"DVRPC Region","Home purchase","Non-Latinx",2000,18347,20347,0.09829458888288199,0.901705411117118],
    [599,2009,"DVRPC Region","Home purchase","Non-White",512,2253,2765,0.18517179023508137,0.8148282097649187],
    [600,2009,"DVRPC Region","Home purchase","White",1614,16775,18389,0.08776986241774974,0.9122301375822502],
    [601,2009,"DVRPC Region","Refinancing","Asian",972,2979,3951,0.2460136674259681,0.7539863325740319],
    [602,2009,"DVRPC Region","Refinancing","Black",1652,2022,3674,0.4496461622210125,0.5503538377789875],
    [603,2009,"DVRPC Region","Refinancing","Female",4717,11990,16707,0.28233674507691386,0.7176632549230861],
    [604,2009,"DVRPC Region","Refinancing","Latinx",726,1279,2005,0.36209476309226934,0.6379052369077307],
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    [606,2009,"DVRPC Region","Refinancing","Non-Latinx",16029,62847,78876,0.2032177088087631,0.7967822911912369],
    [607,2009,"DVRPC Region","Refinancing","Non-White",2759,5307,8066,0.34205306223654847,0.6579469377634515],
    [608,2009,"DVRPC Region","Refinancing","White",13983,58911,72894,0.19182648777677175,0.8081735122232282],
    [609,2010,"DVRPC Region","All","Asian",1172,4234,5406,0.21679615242323344,0.7832038475767665],
    [610,2010,"DVRPC Region","All","Black",1627,2407,4034,0.4033217649975211,0.596678235002479],
    [611,2010,"DVRPC Region","All","Female",5079,15074,20153,0.2520220314593361,0.7479779685406639],
    [612,2010,"DVRPC Region","All","Latinx",801,1697,2498,0.3206565252201761,0.6793434747798238],
    [613,2010,"DVRPC Region","All","Male",15371,68530,83901,0.18320401425489566,0.8167959857451044],
    [614,2010,"DVRPC Region","All","Non-Latinx",18058,76584,94642,0.19080323746328268,0.8091967625367174],
    [615,2010,"DVRPC Region","All","Non-White",2975,6951,9926,0.2997179125528914,0.7002820874471086],
    [616,2010,"DVRPC Region","All","White",15829,71448,87277,0.18136507900134055,0.8186349209986594],
    [617,2010,"DVRPC Region","Home improvement","Asian",110,103,213,0.5164319248826291,0.4835680751173709],
    [618,2010,"DVRPC Region","Home improvement","Black",359,235,594,0.6043771043771043,0.3956228956228956],
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    [620,2010,"DVRPC Region","Home improvement","Latinx",157,95,252,0.623015873015873,0.376984126984127],
    [621,2010,"DVRPC Region","Home improvement","Male",1658,3901,5559,0.2982550818492535,0.7017449181507466],
    [622,2010,"DVRPC Region","Home improvement","Non-Latinx",2156,4604,6760,0.31893491124260354,0.6810650887573965],
    [623,2010,"DVRPC Region","Home improvement","Non-White",505,361,866,0.5831408775981525,0.4168591224018476],
    [624,2010,"DVRPC Region","Home improvement","White",1820,4366,6186,0.2942127384416424,0.7057872615583576],
    [625,2010,"DVRPC Region","Home purchase","Asian",203,1262,1465,0.1385665529010239,0.8614334470989761],
    [626,2010,"DVRPC Region","Home purchase","Black",195,770,965,0.20207253886010362,0.7979274611398963],
    [627,2010,"DVRPC Region","Home purchase","Female",586,3711,4297,0.13637421456830348,0.8636257854316965],
    [628,2010,"DVRPC Region","Home purchase","Latinx",125,597,722,0.1731301939058172,0.8268698060941828],
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    [636,2010,"DVRPC Region","Refinancing","Latinx",519,1005,1524,0.3405511811023622,0.6594488188976378],
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    [641,2011,"DVRPC Region","All","Asian",1187,3781,4968,0.2389291465378422,0.7610708534621579],
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    [643,2011,"DVRPC Region","All","Female",4552,13400,17952,0.2535650623885918,0.7464349376114082],
    [644,2011,"DVRPC Region","All","Latinx",729,1503,2232,0.32661290322580644,0.6733870967741935],
    [645,2011,"DVRPC Region","All","Male",14347,59322,73669,0.1947494875727918,0.8052505124272082],
    [646,2011,"DVRPC Region","All","Non-Latinx",16834,67182,84016,0.2003665968386974,0.7996334031613026],
    [647,2011,"DVRPC Region","All","Non-White",2809,6182,8991,0.3124235346457569,0.6875764653542431],
    [648,2011,"DVRPC Region","All","White",14673,62477,77150,0.19018794556059623,0.8098120544394037],
    [649,2011,"DVRPC Region","Home improvement","Asian",115,113,228,0.5043859649122807,0.4956140350877193],
    [650,2011,"DVRPC Region","Home improvement","Black",368,186,554,0.6642599277978339,0.33574007220216606],
    [651,2011,"DVRPC Region","Home improvement","Female",882,1157,2039,0.4325649828347229,0.5674350171652771],
    [652,2011,"DVRPC Region","Home improvement","Latinx",160,108,268,0.5970149253731343,0.40298507462686567],
    [653,2011,"DVRPC Region","Home improvement","Male",1591,3336,4927,0.32291455246600365,0.6770854475339964],
    [654,2011,"DVRPC Region","Home improvement","Non-Latinx",2127,4066,6193,0.34345228483772,0.6565477151622799],
    [655,2011,"DVRPC Region","Home improvement","Non-White",520,323,843,0.6168446026097272,0.3831553973902728],
    [656,2011,"DVRPC Region","Home improvement","White",1797,3855,5652,0.3179405520169851,0.6820594479830149],
    [657,2011,"DVRPC Region","Home purchase","Asian",236,1123,1359,0.17365710080941868,0.8263428991905813],
    [658,2011,"DVRPC Region","Home purchase","Black",165,544,709,0.23272214386459802,0.767277856135402],
    [659,2011,"DVRPC Region","Home purchase","Female",561,3317,3878,0.1446621970087674,0.8553378029912326],
    [660,2011,"DVRPC Region","Home purchase","Latinx",113,472,585,0.19316239316239317,0.8068376068376069],
    [661,2011,"DVRPC Region","Home purchase","Male",1652,12508,14160,0.11666666666666667,0.8833333333333333],
    [662,2011,"DVRPC Region","Home purchase","Non-Latinx",1936,14515,16451,0.11768281563430795,0.8823171843656921],
    [663,2011,"DVRPC Region","Home purchase","Non-White",413,1716,2129,0.19398778769375294,0.8060122123062471],
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    [665,2011,"DVRPC Region","Refinancing","Asian",836,2545,3381,0.24726412304052056,0.7527358769594794],
    [666,2011,"DVRPC Region","Refinancing","Black",928,1398,2326,0.3989681857265692,0.6010318142734308],
    [667,2011,"DVRPC Region","Refinancing","Female",3109,8926,12035,0.2583298712089738,0.7416701287910262],
    [668,2011,"DVRPC Region","Refinancing","Latinx",456,923,1379,0.3306744017403916,0.6693255982596084],
    [669,2011,"DVRPC Region","Refinancing","Male",11104,43478,54582,0.203437030522883,0.796562969477117],
    [670,2011,"DVRPC Region","Refinancing","Non-Latinx",12771,48601,61372,0.20809163788046667,0.7919083621195333],
    [671,2011,"DVRPC Region","Refinancing","Non-White",1876,4143,6019,0.3116796810101346,0.6883203189898655],
    [672,2011,"DVRPC Region","Refinancing","White",11253,45335,56588,0.19885841521170566,0.8011415847882943],
    [673,2012,"DVRPC Region","All","Asian",1363,4896,6259,0.21776641636044097,0.7822335836395591],
    [674,2012,"DVRPC Region","All","Black",1712,2870,4582,0.37363596682671324,0.6263640331732868],
    [675,2012,"DVRPC Region","All","Female",5251,17197,22448,0.2339183891660727,0.7660816108339273],
    [676,2012,"DVRPC Region","All","Latinx",789,1887,2676,0.2948430493273543,0.7051569506726457],
    [677,2012,"DVRPC Region","All","Male",16729,76653,93382,0.17914587393716133,0.8208541260628387],
    [678,2012,"DVRPC Region","All","Non-Latinx",19582,86958,106540,0.18379951192040547,0.8162004880795946],
    [679,2012,"DVRPC Region","All","Non-White",3268,8106,11374,0.28732196237031826,0.7126780376296817],
    [680,2012,"DVRPC Region","All","White",17026,80759,97785,0.17411668456307205,0.825883315436928],
    [681,2012,"DVRPC Region","Home improvement","Asian",98,101,199,0.49246231155778897,0.507537688442211],
    [682,2012,"DVRPC Region","Home improvement","Black",348,243,591,0.5888324873096447,0.41116751269035534],
    [683,2012,"DVRPC Region","Home improvement","Female",869,1268,2137,0.4066448291998128,0.5933551708001872],
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    [705,2013,"DVRPC Region","All","Asian",1146,4029,5175,0.22144927536231884,0.7785507246376812],
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    [769,2015,"DVRPC Region","All","Asian",742,3171,3913,0.18962432915921287,0.8103756708407871],
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    [801,2016,"DVRPC Region","All","Asian",822,3610,4432,0.18546931407942238,0.8145306859205776],
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    [852,2017,"DVRPC Region","Home purchase","Latinx",172,1086,1258,0.13672496025437203,0.863275039745628],
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    [1020,2022,"DVRPC Region","Refinancing","Latinx",1219,1833,3052,0.3994102228047182,0.6005897771952818],
    [1021,2022,"DVRPC Region","Refinancing","Male",6649,14168,20817,0.31940241149060866,0.6805975885093913],
    [1022,2022,"DVRPC Region","Refinancing","Non-Latinx",12533,35096,47629,0.2631380041571312,0.7368619958428688],
    [1023,2022,"DVRPC Region","Refinancing","Non-White",4887,7392,12279,0.39799657952602,0.6020034204739799],
    [1024,2022,"DVRPC Region","Refinancing","White",8555,29245,37800,0.22632275132275131,0.7736772486772486],
    [1025,2007,"NJ Counties Subregion","All","Asian",324,1050,1374,0.23580786026200873,0.7641921397379913],
    [1026,2007,"NJ Counties Subregion","All","Black",2253,2582,4835,0.46597724922440537,0.5340227507755946],
    [1027,2007,"NJ Counties Subregion","All","Female",3972,6586,10558,0.3762076150786134,0.6237923849213867],
    [1028,2007,"NJ Counties Subregion","All","Latinx",994,1347,2341,0.4246048697137975,0.5753951302862025],
    [1029,2007,"NJ Counties Subregion","All","Male",8234,22530,30764,0.2676505005850995,0.7323494994149006],
    [1030,2007,"NJ Counties Subregion","All","Non-Latinx",9881,25350,35231,0.2804632284068008,0.7195367715931992],
    [1031,2007,"NJ Counties Subregion","All","Non-White",2767,3821,6588,0.4200060716454159,0.5799939283545841],
    [1032,2007,"NJ Counties Subregion","All","White",7903,22495,30398,0.25998420948746626,0.7400157905125337],
    [1033,2007,"NJ Counties Subregion","Home improvement","Asian",61,107,168,0.3630952380952381,0.6369047619047619],
    [1034,2007,"NJ Counties Subregion","Home improvement","Black",487,390,877,0.5553021664766249,0.44469783352337516],
    [1035,2007,"NJ Counties Subregion","Home improvement","Female",987,1300,2287,0.43156974202011367,0.5684302579798863],
    [1036,2007,"NJ Counties Subregion","Home improvement","Latinx",263,226,489,0.5378323108384458,0.4621676891615542],
    [1037,2007,"NJ Counties Subregion","Home improvement","Male",1774,3655,5429,0.3267636765518512,0.6732363234481489],
    [1038,2007,"NJ Counties Subregion","Home improvement","Non-Latinx",2366,4461,6827,0.34656510912553096,0.653434890874469],
    [1039,2007,"NJ Counties Subregion","Home improvement","Non-White",615,532,1147,0.5361813426329556,0.4638186573670445],
    [1040,2007,"NJ Counties Subregion","Home improvement","White",2000,4206,6206,0.3222687721559781,0.677731227844022],
    [1041,2007,"NJ Counties Subregion","Home purchase","Asian",76,583,659,0.11532625189681335,0.8846737481031867],
    [1042,2007,"NJ Counties Subregion","Home purchase","Black",293,741,1034,0.28336557059961315,0.7166344294003868],
    [1043,2007,"NJ Counties Subregion","Home purchase","Female",402,1907,2309,0.17410134257254223,0.8258986574274578],
    [1044,2007,"NJ Counties Subregion","Home purchase","Latinx",155,561,716,0.2164804469273743,0.7835195530726257],
    [1045,2007,"NJ Counties Subregion","Home purchase","Male",970,7707,8677,0.11178978909761439,0.8882102109023856],
    [1046,2007,"NJ Counties Subregion","Home purchase","Non-Latinx",1110,8366,9476,0.11713803292528494,0.8828619670747151],
    [1047,2007,"NJ Counties Subregion","Home purchase","Non-White",389,1372,1761,0.22089721749006247,0.7791027825099376],
    [1048,2007,"NJ Counties Subregion","Home purchase","White",840,7182,8022,0.10471204188481675,0.8952879581151832],
    [1049,2007,"NJ Counties Subregion","Refinancing","Asian",187,360,547,0.34186471663619744,0.6581352833638026],
    [1050,2007,"NJ Counties Subregion","Refinancing","Black",1473,1451,2924,0.5037619699042407,0.49623803009575923],
    [1051,2007,"NJ Counties Subregion","Refinancing","Female",2583,3379,5962,0.4332438778933244,0.5667561221066756],
    [1052,2007,"NJ Counties Subregion","Refinancing","Latinx",576,560,1136,0.5070422535211268,0.49295774647887325],
    [1053,2007,"NJ Counties Subregion","Refinancing","Male",5490,11168,16658,0.32957137711610035,0.6704286228838996],
    [1054,2007,"NJ Counties Subregion","Refinancing","Non-Latinx",6405,12523,18928,0.33838757396449703,0.661612426035503],
    [1055,2007,"NJ Counties Subregion","Refinancing","Non-White",1763,1917,3680,0.47907608695652176,0.5209239130434783],
    [1056,2007,"NJ Counties Subregion","Refinancing","White",5063,11107,16170,0.31311069882498455,0.6868893011750155],
    [1057,2008,"NJ Counties Subregion","All","Asian",362,963,1325,0.2732075471698113,0.7267924528301887],
    [1058,2008,"NJ Counties Subregion","All","Black",1405,1557,2962,0.47434166103983794,0.525658338960162],
    [1059,2008,"NJ Counties Subregion","All","Female",2753,4628,7381,0.3729846904213521,0.6270153095786479],
    [1060,2008,"NJ Counties Subregion","All","Latinx",746,922,1668,0.447242206235012,0.552757793764988],
    [1061,2008,"NJ Counties Subregion","All","Male",6158,16148,22306,0.27606921904420334,0.7239307809557967],
    [1062,2008,"NJ Counties Subregion","All","Non-Latinx",7504,18313,25817,0.29066119223767284,0.7093388077623272],
    [1063,2008,"NJ Counties Subregion","All","Non-White",1896,2637,4533,0.4182660489741893,0.5817339510258107],
    [1064,2008,"NJ Counties Subregion","All","White",6316,16664,22980,0.27484769364664924,0.7251523063533507],
    [1065,2008,"NJ Counties Subregion","Home improvement","Asian",62,55,117,0.5299145299145299,0.4700854700854701],
    [1066,2008,"NJ Counties Subregion","Home improvement","Black",246,149,395,0.6227848101265823,0.37721518987341773],
    [1067,2008,"NJ Counties Subregion","Home improvement","Female",610,637,1247,0.48917401764234164,0.5108259823576584],
    [1068,2008,"NJ Counties Subregion","Home improvement","Latinx",170,89,259,0.6563706563706564,0.3436293436293436],
    [1069,2008,"NJ Counties Subregion","Home improvement","Male",1140,1744,2884,0.39528432732316227,0.6047156726768377],
    [1070,2008,"NJ Counties Subregion","Home improvement","Non-Latinx",1492,2190,3682,0.4052145573058121,0.594785442694188],
    [1071,2008,"NJ Counties Subregion","Home improvement","Non-White",345,229,574,0.6010452961672473,0.3989547038327526],
    [1072,2008,"NJ Counties Subregion","Home improvement","White",1311,2061,3372,0.3887900355871886,0.6112099644128114],
    [1073,2008,"NJ Counties Subregion","Home purchase","Asian",71,532,603,0.11774461028192372,0.8822553897180763],
    [1074,2008,"NJ Counties Subregion","Home purchase","Black",170,480,650,0.26153846153846155,0.7384615384615385],
    [1075,2008,"NJ Counties Subregion","Home purchase","Female",268,1504,1772,0.15124153498871332,0.8487584650112867],
    [1076,2008,"NJ Counties Subregion","Home purchase","Latinx",98,372,470,0.20851063829787234,0.7914893617021277],
    [1077,2008,"NJ Counties Subregion","Home purchase","Male",804,5414,6218,0.1293020263750402,0.8706979736249598],
    [1078,2008,"NJ Counties Subregion","Home purchase","Non-Latinx",873,6080,6953,0.12555731338990364,0.8744426866100964],
    [1079,2008,"NJ Counties Subregion","Home purchase","Non-White",252,1044,1296,0.19444444444444445,0.8055555555555556],
    [1080,2008,"NJ Counties Subregion","Home purchase","White",722,5384,6106,0.11824434981984933,0.8817556501801507],
    [1081,2008,"NJ Counties Subregion","Refinancing","Asian",229,376,605,0.3785123966942149,0.6214876033057851],
    [1082,2008,"NJ Counties Subregion","Refinancing","Black",989,928,1917,0.5159102764736567,0.4840897235263432],
    [1083,2008,"NJ Counties Subregion","Refinancing","Female",1875,2487,4362,0.4298486932599725,0.5701513067400276],
    [1084,2008,"NJ Counties Subregion","Refinancing","Latinx",478,461,939,0.5090521831735889,0.4909478168264111],
    [1085,2008,"NJ Counties Subregion","Refinancing","Male",4214,8990,13204,0.3191457134201757,0.6808542865798243],
    [1086,2008,"NJ Counties Subregion","Refinancing","Non-Latinx",5139,10043,15182,0.3384929521802134,0.6615070478197866],
    [1087,2008,"NJ Counties Subregion","Refinancing","Non-White",1299,1364,2663,0.48779571911378145,0.5122042808862185],
    [1088,2008,"NJ Counties Subregion","Refinancing","White",4283,9219,13502,0.3172122648496519,0.6827877351503481],
    [1089,2009,"NJ Counties Subregion","All","Asian",488,1517,2005,0.2433915211970075,0.7566084788029925],
    [1090,2009,"NJ Counties Subregion","All","Black",811,1335,2146,0.37791239515377445,0.6220876048462255],
    [1091,2009,"NJ Counties Subregion","All","Female",2074,5198,7272,0.2852035203520352,0.7147964796479648],
    [1092,2009,"NJ Counties Subregion","All","Latinx",507,902,1409,0.3598296664300923,0.6401703335699077],
    [1093,2009,"NJ Counties Subregion","All","Male",5834,22163,27997,0.20837946922884595,0.791620530771154],
    [1094,2009,"NJ Counties Subregion","All","Non-Latinx",6799,24579,31378,0.2166804767671617,0.7833195232328383],
    [1095,2009,"NJ Counties Subregion","All","Non-White",1363,3007,4370,0.31189931350114414,0.6881006864988558],
    [1096,2009,"NJ Counties Subregion","All","White",5869,22462,28331,0.20715823656065793,0.7928417634393421],
    [1097,2009,"NJ Counties Subregion","Home improvement","Asian",29,33,62,0.46774193548387094,0.532258064516129],
    [1098,2009,"NJ Counties Subregion","Home improvement","Black",94,70,164,0.573170731707317,0.4268292682926829],
    [1099,2009,"NJ Counties Subregion","Home improvement","Female",298,427,725,0.4110344827586207,0.5889655172413794],
    [1100,2009,"NJ Counties Subregion","Home improvement","Latinx",79,40,119,0.6638655462184874,0.33613445378151263],
    [1101,2009,"NJ Counties Subregion","Home improvement","Male",553,1060,1613,0.3428394296342219,0.657160570365778],
    [1102,2009,"NJ Counties Subregion","Home improvement","Non-Latinx",705,1365,2070,0.34057971014492755,0.6594202898550725],
    [1103,2009,"NJ Counties Subregion","Home improvement","Non-White",134,107,241,0.5560165975103735,0.44398340248962653],
    [1104,2009,"NJ Counties Subregion","Home improvement","White",632,1304,1936,0.32644628099173556,0.6735537190082644],
    [1105,2009,"NJ Counties Subregion","Home purchase","Asian",82,421,503,0.16302186878727634,0.8369781312127237],
    [1106,2009,"NJ Counties Subregion","Home purchase","Black",86,360,446,0.19282511210762332,0.8071748878923767],
    [1107,2009,"NJ Counties Subregion","Home purchase","Female",207,1257,1464,0.1413934426229508,0.8586065573770492],
    [1108,2009,"NJ Counties Subregion","Home purchase","Latinx",57,279,336,0.16964285714285715,0.8303571428571429],
    [1109,2009,"NJ Counties Subregion","Home purchase","Male",594,4461,5055,0.11750741839762611,0.8824925816023739],
    [1110,2009,"NJ Counties Subregion","Home purchase","Non-Latinx",668,5111,5779,0.11559093268731614,0.8844090673126839],
    [1111,2009,"NJ Counties Subregion","Home purchase","Non-White",174,831,1005,0.17313432835820897,0.826865671641791],
    [1112,2009,"NJ Counties Subregion","Home purchase","White",540,4561,5101,0.10586159576553617,0.8941384042344638],
    [1113,2009,"NJ Counties Subregion","Refinancing","Asian",377,1063,1440,0.26180555555555557,0.7381944444444445],
    [1114,2009,"NJ Counties Subregion","Refinancing","Black",631,905,1536,0.4108072916666667,0.5891927083333334],
    [1115,2009,"NJ Counties Subregion","Refinancing","Female",1569,3514,5083,0.3086759787527051,0.6913240212472949],
    [1116,2009,"NJ Counties Subregion","Refinancing","Latinx",371,583,954,0.3888888888888889,0.6111111111111112],
    [1117,2009,"NJ Counties Subregion","Refinancing","Male",4687,16642,21329,0.21974776126400675,0.7802522387359933],
    [1118,2009,"NJ Counties Subregion","Refinancing","Non-Latinx",5426,18103,23529,0.23060903565812402,0.769390964341876],
    [1119,2009,"NJ Counties Subregion","Refinancing","Non-White",1055,2069,3124,0.33770806658130603,0.662291933418694],
    [1120,2009,"NJ Counties Subregion","Refinancing","White",4697,16597,21294,0.22057856673241288,0.7794214332675871],
    [1121,2010,"NJ Counties Subregion","All","Asian",418,1378,1796,0.23273942093541203,0.767260579064588],
    [1122,2010,"NJ Counties Subregion","All","Black",553,842,1395,0.396415770609319,0.603584229390681],
    [1123,2010,"NJ Counties Subregion","All","Female",1733,4094,5827,0.2974086150677879,0.7025913849322121],
    [1124,2010,"NJ Counties Subregion","All","Latinx",336,667,1003,0.3349950149551346,0.6650049850448654],
    [1125,2010,"NJ Counties Subregion","All","Male",4950,18657,23607,0.20968356843309188,0.7903164315669081],
    [1126,2010,"NJ Counties Subregion","All","Non-Latinx",5866,20772,26638,0.22021172760717772,0.7797882723928223],
    [1127,2010,"NJ Counties Subregion","All","Non-White",1043,2325,3368,0.3096793349168646,0.6903206650831354],
    [1128,2010,"NJ Counties Subregion","All","White",5129,19177,24306,0.21101785567349626,0.7889821443265037],
    [1129,2010,"NJ Counties Subregion","Home improvement","Asian",19,36,55,0.34545454545454546,0.6545454545454545],
    [1130,2010,"NJ Counties Subregion","Home improvement","Black",89,79,168,0.5297619047619048,0.47023809523809523],
    [1131,2010,"NJ Counties Subregion","Home improvement","Female",277,390,667,0.41529235382308843,0.5847076461769115],
    [1132,2010,"NJ Counties Subregion","Home improvement","Latinx",41,41,82,0.5,0.5],
    [1133,2010,"NJ Counties Subregion","Home improvement","Male",557,1191,1748,0.31864988558352403,0.681350114416476],
    [1134,2010,"NJ Counties Subregion","Home improvement","Non-Latinx",733,1456,2189,0.33485609867519417,0.6651439013248058],
    [1135,2010,"NJ Counties Subregion","Home improvement","Non-White",121,121,242,0.5,0.5],
    [1136,2010,"NJ Counties Subregion","Home improvement","White",657,1386,2043,0.32158590308370044,0.6784140969162996],
    [1137,2010,"NJ Counties Subregion","Home purchase","Asian",63,380,443,0.14221218961625282,0.8577878103837472],
    [1138,2010,"NJ Counties Subregion","Home purchase","Black",71,246,317,0.22397476340694006,0.7760252365930599],
    [1139,2010,"NJ Counties Subregion","Home purchase","Female",186,998,1184,0.1570945945945946,0.8429054054054054],
    [1140,2010,"NJ Counties Subregion","Home purchase","Latinx",49,228,277,0.17689530685920576,0.8231046931407943],
    [1141,2010,"NJ Counties Subregion","Home purchase","Male",483,3629,4112,0.11746108949416342,0.8825389105058365],
    [1142,2010,"NJ Counties Subregion","Home purchase","Non-Latinx",571,4188,4759,0.1199831897457449,0.880016810254255],
    [1143,2010,"NJ Counties Subregion","Home purchase","Non-White",143,652,795,0.17987421383647798,0.820125786163522],
    [1144,2010,"NJ Counties Subregion","Home purchase","White",471,3778,4249,0.1108496116733349,0.8891503883266652],
    [1145,2010,"NJ Counties Subregion","Refinancing","Asian",336,962,1298,0.2588597842835131,0.7411402157164869],
    [1146,2010,"NJ Counties Subregion","Refinancing","Black",393,517,910,0.4318681318681319,0.5681318681318681],
    [1147,2010,"NJ Counties Subregion","Refinancing","Female",1270,2706,3976,0.3194164989939638,0.6805835010060363],
    [1148,2010,"NJ Counties Subregion","Refinancing","Latinx",246,398,644,0.38198757763975155,0.6180124223602484],
    [1149,2010,"NJ Counties Subregion","Refinancing","Male",3910,13837,17747,0.22031892714261567,0.7796810728573843],
    [1150,2010,"NJ Counties Subregion","Refinancing","Non-Latinx",4562,15128,19690,0.23169121381411883,0.7683087861858812],
    [1151,2010,"NJ Counties Subregion","Refinancing","Non-White",779,1552,2331,0.3341913341913342,0.6658086658086658],
    [1152,2010,"NJ Counties Subregion","Refinancing","White",4001,14013,18014,0.22210502942156102,0.777894970578439],
    [1153,2011,"NJ Counties Subregion","All","Asian",407,1274,1681,0.24211778703152886,0.7578822129684711],
    [1154,2011,"NJ Counties Subregion","All","Black",454,790,1244,0.364951768488746,0.635048231511254],
    [1155,2011,"NJ Counties Subregion","All","Female",1449,3709,5158,0.2809228383094223,0.7190771616905778],
    [1156,2011,"NJ Counties Subregion","All","Latinx",302,595,897,0.3366778149386845,0.6633221850613155],
    [1157,2011,"NJ Counties Subregion","All","Male",4590,16217,20807,0.22059883692987936,0.7794011630701206],
    [1158,2011,"NJ Counties Subregion","All","Non-Latinx",5341,18408,23749,0.22489367973388352,0.7751063202661165],
    [1159,2011,"NJ Counties Subregion","All","Non-White",919,2168,3087,0.29770003239390996,0.70229996760609],
    [1160,2011,"NJ Counties Subregion","All","White",4702,16804,21506,0.21863665953687342,0.7813633404631266],
    [1161,2011,"NJ Counties Subregion","Home improvement","Asian",35,34,69,0.5072463768115942,0.4927536231884058],
    [1162,2011,"NJ Counties Subregion","Home improvement","Black",78,71,149,0.5234899328859061,0.47651006711409394],
    [1163,2011,"NJ Counties Subregion","Home improvement","Female",277,402,679,0.40795287187039764,0.5920471281296024],
    [1164,2011,"NJ Counties Subregion","Home improvement","Latinx",46,34,80,0.575,0.425],
    [1165,2011,"NJ Counties Subregion","Home improvement","Male",528,1044,1572,0.33587786259541985,0.6641221374045801],
    [1166,2011,"NJ Counties Subregion","Home improvement","Non-Latinx",708,1350,2058,0.34402332361516036,0.6559766763848397],
    [1167,2011,"NJ Counties Subregion","Home improvement","Non-White",124,117,241,0.5145228215767634,0.4854771784232365],
    [1168,2011,"NJ Counties Subregion","Home improvement","White",644,1267,1911,0.336996336996337,0.663003663003663],
    [1169,2011,"NJ Counties Subregion","Home purchase","Asian",85,352,437,0.1945080091533181,0.8054919908466819],
    [1170,2011,"NJ Counties Subregion","Home purchase","Black",48,190,238,0.20168067226890757,0.7983193277310925],
    [1171,2011,"NJ Counties Subregion","Home purchase","Female",176,880,1056,0.16666666666666666,0.8333333333333334],
    [1172,2011,"NJ Counties Subregion","Home purchase","Latinx",55,178,233,0.23605150214592274,0.7639484978540773],
    [1173,2011,"NJ Counties Subregion","Home purchase","Male",476,3195,3671,0.1296649414328521,0.8703350585671479],
    [1174,2011,"NJ Counties Subregion","Home purchase","Non-Latinx",562,3755,4317,0.1301829974519342,0.8698170025480658],
    [1175,2011,"NJ Counties Subregion","Home purchase","Non-White",137,560,697,0.19655667144906744,0.8034433285509326],
    [1176,2011,"NJ Counties Subregion","Home purchase","White",469,3371,3840,0.12213541666666666,0.8778645833333333],
    [1177,2011,"NJ Counties Subregion","Refinancing","Asian",287,888,1175,0.24425531914893617,0.7557446808510638],
    [1178,2011,"NJ Counties Subregion","Refinancing","Black",328,529,857,0.38273045507584597,0.617269544924154],
    [1179,2011,"NJ Counties Subregion","Refinancing","Female",996,2427,3423,0.2909728308501315,0.7090271691498685],
    [1180,2011,"NJ Counties Subregion","Refinancing","Latinx",201,383,584,0.3441780821917808,0.6558219178082192],
    [1181,2011,"NJ Counties Subregion","Refinancing","Male",3586,11978,15564,0.23040349524543818,0.7695965047545618],
    [1182,2011,"NJ Counties Subregion","Refinancing","Non-Latinx",4071,13303,17374,0.2343156440658455,0.7656843559341545],
    [1183,2011,"NJ Counties Subregion","Refinancing","Non-White",658,1491,2149,0.30618892508143325,0.6938110749185668],
    [1184,2011,"NJ Counties Subregion","Refinancing","White",3589,12166,15755,0.22780069819105045,0.7721993018089496],
    [1185,2012,"NJ Counties Subregion","All","Asian",442,1604,2046,0.21603128054740958,0.7839687194525904],
    [1186,2012,"NJ Counties Subregion","All","Black",563,1143,1706,0.3300117233294256,0.6699882766705745],
    [1187,2012,"NJ Counties Subregion","All","Female",1681,4959,6640,0.2531626506024096,0.7468373493975904],
    [1188,2012,"NJ Counties Subregion","All","Latinx",326,779,1105,0.29502262443438915,0.7049773755656109],
    [1189,2012,"NJ Counties Subregion","All","Male",5300,21429,26729,0.19828650529387556,0.8017134947061244],
    [1190,2012,"NJ Counties Subregion","All","Non-Latinx",6237,24361,30598,0.2038368520818354,0.7961631479181646],
    [1191,2012,"NJ Counties Subregion","All","Non-White",1093,2879,3972,0.27517623363544813,0.7248237663645518],
    [1192,2012,"NJ Counties Subregion","All","White",5417,22226,27643,0.19596281156169734,0.8040371884383026],
    [1193,2012,"NJ Counties Subregion","Home improvement","Asian",29,32,61,0.47540983606557374,0.5245901639344263],
    [1194,2012,"NJ Counties Subregion","Home improvement","Black",65,89,154,0.42207792207792205,0.577922077922078],
    [1195,2012,"NJ Counties Subregion","Home improvement","Female",280,466,746,0.3753351206434316,0.6246648793565683],
    [1196,2012,"NJ Counties Subregion","Home improvement","Latinx",47,45,92,0.5108695652173914,0.4891304347826087],
    [1197,2012,"NJ Counties Subregion","Home improvement","Male",474,1222,1696,0.2794811320754717,0.7205188679245284],
    [1198,2012,"NJ Counties Subregion","Home improvement","Non-Latinx",661,1584,2245,0.2944320712694877,0.7055679287305122],
    [1199,2012,"NJ Counties Subregion","Home improvement","Non-White",116,131,247,0.46963562753036436,0.5303643724696356],
    [1200,2012,"NJ Counties Subregion","Home improvement","White",602,1519,2121,0.2838283828382838,0.7161716171617162],
    [1201,2012,"NJ Counties Subregion","Home purchase","Asian",62,335,397,0.1561712846347607,0.8438287153652393],
    [1202,2012,"NJ Counties Subregion","Home purchase","Black",87,222,309,0.2815533980582524,0.7184466019417476],
    [1203,2012,"NJ Counties Subregion","Home purchase","Female",195,989,1184,0.16469594594594594,0.8353040540540541],
    [1204,2012,"NJ Counties Subregion","Home purchase","Latinx",45,205,250,0.18,0.82],
    [1205,2012,"NJ Counties Subregion","Home purchase","Male",566,3690,4256,0.13298872180451127,0.8670112781954887],
    [1206,2012,"NJ Counties Subregion","Home purchase","Non-Latinx",674,4313,4987,0.1351513936234209,0.8648486063765791],
    [1207,2012,"NJ Counties Subregion","Home purchase","Non-White",159,580,739,0.21515561569688768,0.7848443843031123],
    [1208,2012,"NJ Counties Subregion","Home purchase","White",551,3925,4476,0.12310098302055407,0.8768990169794459],
    [1209,2012,"NJ Counties Subregion","Refinancing","Asian",351,1237,1588,0.22103274559193956,0.7789672544080605],
    [1210,2012,"NJ Counties Subregion","Refinancing","Black",411,832,1243,0.33065164923572005,0.66934835076428],
    [1211,2012,"NJ Counties Subregion","Refinancing","Female",1206,3504,4710,0.25605095541401274,0.7439490445859872],
    [1212,2012,"NJ Counties Subregion","Refinancing","Latinx",234,529,763,0.30668414154652685,0.6933158584534731],
    [1213,2012,"NJ Counties Subregion","Refinancing","Male",4260,16517,20777,0.20503441305289502,0.794965586947105],
    [1214,2012,"NJ Counties Subregion","Refinancing","Non-Latinx",4902,18464,23366,0.20979200547804502,0.790207994521955],
    [1215,2012,"NJ Counties Subregion","Refinancing","Non-White",818,2168,2986,0.2739450770261219,0.7260549229738781],
    [1216,2012,"NJ Counties Subregion","Refinancing","White",4264,16782,21046,0.20260382020336407,0.7973961797966359],
    [1217,2013,"NJ Counties Subregion","All","Asian",360,1355,1715,0.2099125364431487,0.7900874635568513],
    [1218,2013,"NJ Counties Subregion","All","Black",479,1026,1505,0.31827242524916943,0.6817275747508306],
    [1219,2013,"NJ Counties Subregion","All","Female",1371,4167,5538,0.24756229685807152,0.7524377031419285],
    [1220,2013,"NJ Counties Subregion","All","Latinx",328,762,1090,0.30091743119266057,0.6990825688073394],
    [1221,2013,"NJ Counties Subregion","All","Male",4281,16945,21226,0.2016866107603882,0.7983133892396118],
    [1222,2013,"NJ Counties Subregion","All","Non-Latinx",4915,19337,24252,0.20266369783935345,0.7973363021606465],
    [1223,2013,"NJ Counties Subregion","All","Non-White",912,2511,3423,0.26643295354951796,0.733567046450482],
    [1224,2013,"NJ Counties Subregion","All","White",4310,17535,21845,0.19729915312428473,0.8027008468757153],
    [1225,2013,"NJ Counties Subregion","Home improvement","Asian",21,33,54,0.3888888888888889,0.6111111111111112],
    [1226,2013,"NJ Counties Subregion","Home improvement","Black",66,64,130,0.5076923076923077,0.49230769230769234],
    [1227,2013,"NJ Counties Subregion","Home improvement","Female",269,376,645,0.4170542635658915,0.5829457364341085],
    [1228,2013,"NJ Counties Subregion","Home improvement","Latinx",51,45,96,0.53125,0.46875],
    [1229,2013,"NJ Counties Subregion","Home improvement","Male",467,970,1437,0.32498260264439804,0.675017397355602],
    [1230,2013,"NJ Counties Subregion","Home improvement","Non-Latinx",650,1254,1904,0.34138655462184875,0.6586134453781513],
    [1231,2013,"NJ Counties Subregion","Home improvement","Non-White",106,108,214,0.4953271028037383,0.5046728971962616],
    [1232,2013,"NJ Counties Subregion","Home improvement","White",605,1199,1804,0.3353658536585366,0.6646341463414634],
    [1233,2013,"NJ Counties Subregion","Home purchase","Asian",92,494,586,0.15699658703071673,0.8430034129692833],
    [1234,2013,"NJ Counties Subregion","Home purchase","Black",74,219,293,0.2525597269624573,0.7474402730375427],
    [1235,2013,"NJ Counties Subregion","Home purchase","Female",178,1169,1347,0.1321455085374907,0.8678544914625093],
    [1236,2013,"NJ Counties Subregion","Home purchase","Latinx",60,229,289,0.20761245674740483,0.7923875432525952],
    [1237,2013,"NJ Counties Subregion","Home purchase","Male",600,4352,4952,0.12116316639741519,0.8788368336025848],
    [1238,2013,"NJ Counties Subregion","Home purchase","Non-Latinx",669,5086,5755,0.11624674196351,0.88375325803649],
    [1239,2013,"NJ Counties Subregion","Home purchase","Non-White",175,731,906,0.19315673289183222,0.8068432671081678],
    [1240,2013,"NJ Counties Subregion","Home purchase","White",556,4576,5132,0.1083398285268901,0.8916601714731099],
    [1241,2013,"NJ Counties Subregion","Refinancing","Asian",247,828,1075,0.2297674418604651,0.7702325581395348],
    [1242,2013,"NJ Counties Subregion","Refinancing","Black",339,743,1082,0.3133086876155268,0.6866913123844732],
    [1243,2013,"NJ Counties Subregion","Refinancing","Female",924,2622,3546,0.26057529610829105,0.739424703891709],
    [1244,2013,"NJ Counties Subregion","Refinancing","Latinx",217,488,705,0.3078014184397163,0.6921985815602837],
    [1245,2013,"NJ Counties Subregion","Refinancing","Male",3214,11623,14837,0.21662061063557322,0.7833793893644267],
    [1246,2013,"NJ Counties Subregion","Refinancing","Non-Latinx",3596,12997,16593,0.21671789308744652,0.7832821069125535],
    [1247,2013,"NJ Counties Subregion","Refinancing","Non-White",631,1672,2303,0.27399044724272686,0.7260095527572731],
    [1248,2013,"NJ Counties Subregion","Refinancing","White",3149,11760,14909,0.21121470252867394,0.7887852974713261],
    [1249,2014,"NJ Counties Subregion","All","Asian",231,760,991,0.2330978809283552,0.7669021190716448],
    [1250,2014,"NJ Counties Subregion","All","Black",417,635,1052,0.39638783269961975,0.6036121673003803],
    [1251,2014,"NJ Counties Subregion","All","Female",949,2548,3497,0.27137546468401486,0.7286245353159851],
    [1252,2014,"NJ Counties Subregion","All","Latinx",246,429,675,0.36444444444444446,0.6355555555555555],
    [1253,2014,"NJ Counties Subregion","All","Male",2626,8791,11417,0.23000788298151878,0.7699921170184812],
    [1254,2014,"NJ Counties Subregion","All","Non-Latinx",3138,10435,13573,0.23119428276725854,0.7688057172327415],
    [1255,2014,"NJ Counties Subregion","All","Non-White",694,1449,2143,0.32384507699486703,0.676154923005133],
    [1256,2014,"NJ Counties Subregion","All","White",2646,9336,11982,0.22083124687030545,0.7791687531296946],
    [1257,2014,"NJ Counties Subregion","Home improvement","Asian",33,28,61,0.5409836065573771,0.45901639344262296],
    [1258,2014,"NJ Counties Subregion","Home improvement","Black",75,54,129,0.5813953488372093,0.4186046511627907],
    [1259,2014,"NJ Counties Subregion","Home improvement","Female",249,314,563,0.4422735346358792,0.5577264653641207],
    [1260,2014,"NJ Counties Subregion","Home improvement","Latinx",40,22,62,0.6451612903225806,0.3548387096774194],
    [1261,2014,"NJ Counties Subregion","Home improvement","Male",429,719,1148,0.37369337979094075,0.6263066202090593],
    [1262,2014,"NJ Counties Subregion","Home improvement","Non-Latinx",604,957,1561,0.3869314541960282,0.6130685458039719],
    [1263,2014,"NJ Counties Subregion","Home improvement","Non-White",124,88,212,0.5849056603773585,0.41509433962264153],
    [1264,2014,"NJ Counties Subregion","Home improvement","White",525,892,1417,0.3705010585744531,0.629498941425547],
    [1265,2014,"NJ Counties Subregion","Home purchase","Asian",80,468,548,0.145985401459854,0.8540145985401459],
    [1266,2014,"NJ Counties Subregion","Home purchase","Black",61,243,304,0.20065789473684212,0.7993421052631579],
    [1267,2014,"NJ Counties Subregion","Home purchase","Female",179,1180,1359,0.13171449595290655,0.8682855040470935],
    [1268,2014,"NJ Counties Subregion","Home purchase","Latinx",64,235,299,0.2140468227424749,0.7859531772575251],
    [1269,2014,"NJ Counties Subregion","Home purchase","Male",493,4051,4544,0.10849471830985916,0.8915052816901409],
    [1270,2014,"NJ Counties Subregion","Home purchase","Non-Latinx",582,4814,5396,0.1078576723498888,0.8921423276501111],
    [1271,2014,"NJ Counties Subregion","Home purchase","Non-White",150,732,882,0.17006802721088435,0.8299319727891157],
    [1272,2014,"NJ Counties Subregion","Home purchase","White",495,4282,4777,0.10362151978229014,0.8963784802177098],
    [1273,2014,"NJ Counties Subregion","Refinancing","Asian",118,264,382,0.3089005235602094,0.6910994764397905],
    [1274,2014,"NJ Counties Subregion","Refinancing","Black",281,338,619,0.45395799676898224,0.5460420032310178],
    [1275,2014,"NJ Counties Subregion","Refinancing","Female",521,1054,1575,0.3307936507936508,0.6692063492063492],
    [1276,2014,"NJ Counties Subregion","Refinancing","Latinx",142,172,314,0.45222929936305734,0.5477707006369427],
    [1277,2014,"NJ Counties Subregion","Refinancing","Male",1704,4021,5725,0.29764192139737994,0.7023580786026201],
    [1278,2014,"NJ Counties Subregion","Refinancing","Non-Latinx",1952,4664,6616,0.2950423216444982,0.7049576783555018],
    [1279,2014,"NJ Counties Subregion","Refinancing","Non-White",420,629,1049,0.4003813155386082,0.5996186844613918],
    [1280,2014,"NJ Counties Subregion","Refinancing","White",1626,4162,5788,0.28092605390463027,0.7190739460953697],
    [1281,2015,"NJ Counties Subregion","All","Asian",244,898,1142,0.2136602451838879,0.7863397548161121],
    [1282,2015,"NJ Counties Subregion","All","Black",424,740,1164,0.3642611683848797,0.6357388316151202],
    [1283,2015,"NJ Counties Subregion","All","Female",877,2912,3789,0.2314594879915545,0.7685405120084455],
    [1284,2015,"NJ Counties Subregion","All","Latinx",241,617,858,0.28088578088578087,0.7191142191142191],
    [1285,2015,"NJ Counties Subregion","All","Male",2674,10551,13225,0.20219281663516067,0.7978071833648394],
    [1286,2015,"NJ Counties Subregion","All","Non-Latinx",3127,12210,15337,0.20388602725435223,0.7961139727456478],
    [1287,2015,"NJ Counties Subregion","All","Non-White",709,1711,2420,0.2929752066115702,0.7070247933884297],
    [1288,2015,"NJ Counties Subregion","All","White",2599,10963,13562,0.1916384014157204,0.8083615985842796],
    [1289,2015,"NJ Counties Subregion","Home improvement","Asian",26,30,56,0.4642857142857143,0.5357142857142857],
    [1290,2015,"NJ Counties Subregion","Home improvement","Black",63,55,118,0.5338983050847458,0.4661016949152542],
    [1291,2015,"NJ Counties Subregion","Home improvement","Female",217,304,521,0.4165067178502879,0.5834932821497121],
    [1292,2015,"NJ Counties Subregion","Home improvement","Latinx",45,36,81,0.5555555555555556,0.4444444444444444],
    [1293,2015,"NJ Counties Subregion","Home improvement","Male",371,757,1128,0.32890070921985815,0.6710992907801419],
    [1294,2015,"NJ Counties Subregion","Home improvement","Non-Latinx",526,967,1493,0.3523107836570663,0.6476892163429336],
    [1295,2015,"NJ Counties Subregion","Home improvement","Non-White",100,93,193,0.5181347150259067,0.48186528497409326],
    [1296,2015,"NJ Counties Subregion","Home improvement","White",461,913,1374,0.33551673944687044,0.6644832605531296],
    [1297,2015,"NJ Counties Subregion","Home purchase","Asian",93,493,586,0.15870307167235495,0.841296928327645],
    [1298,2015,"NJ Counties Subregion","Home purchase","Black",63,298,361,0.1745152354570637,0.8254847645429363],
    [1299,2015,"NJ Counties Subregion","Home purchase","Female",139,1259,1398,0.0994277539341917,0.9005722460658083],
    [1300,2015,"NJ Counties Subregion","Home purchase","Latinx",45,309,354,0.1271186440677966,0.8728813559322034],
    [1301,2015,"NJ Counties Subregion","Home purchase","Male",467,4430,4897,0.09536450888298958,0.9046354911170104],
    [1302,2015,"NJ Counties Subregion","Home purchase","Non-Latinx",532,5158,5690,0.09349736379613356,0.9065026362038664],
    [1303,2015,"NJ Counties Subregion","Home purchase","Non-White",161,817,978,0.16462167689161555,0.8353783231083844],
    [1304,2015,"NJ Counties Subregion","Home purchase","White",405,4584,4989,0.08117859290438965,0.9188214070956103],
    [1305,2015,"NJ Counties Subregion","Refinancing","Asian",125,375,500,0.25,0.75],
    [1306,2015,"NJ Counties Subregion","Refinancing","Black",298,387,685,0.43503649635036495,0.564963503649635],
    [1307,2015,"NJ Counties Subregion","Refinancing","Female",521,1349,1870,0.2786096256684492,0.7213903743315508],
    [1308,2015,"NJ Counties Subregion","Refinancing","Latinx",151,272,423,0.35697399527186763,0.6430260047281324],
    [1309,2015,"NJ Counties Subregion","Refinancing","Male",1836,5364,7200,0.255,0.745],
    [1310,2015,"NJ Counties Subregion","Refinancing","Non-Latinx",2069,6085,8154,0.2537404954623498,0.7462595045376502],
    [1311,2015,"NJ Counties Subregion","Refinancing","Non-White",448,801,1249,0.3586869495596477,0.6413130504403523],
    [1312,2015,"NJ Counties Subregion","Refinancing","White",1733,5466,7199,0.24072787887206556,0.7592721211279344],
    [1313,2016,"NJ Counties Subregion","All","Asian",263,1059,1322,0.1989409984871407,0.8010590015128594],
    [1314,2016,"NJ Counties Subregion","All","Black",464,844,1308,0.3547400611620795,0.6452599388379205],
    [1315,2016,"NJ Counties Subregion","All","Female",1027,3216,4243,0.2420457223662503,0.7579542776337497],
    [1316,2016,"NJ Counties Subregion","All","Latinx",277,657,934,0.2965738758029979,0.7034261241970021],
    [1317,2016,"NJ Counties Subregion","All","Male",2830,11431,14261,0.19844330692097328,0.8015566930790267],
    [1318,2016,"NJ Counties Subregion","All","Non-Latinx",3352,13357,16709,0.20061044945837572,0.7993895505416243],
    [1319,2016,"NJ Counties Subregion","All","Non-White",764,1977,2741,0.27873039036847863,0.7212696096315213],
    [1320,2016,"NJ Counties Subregion","All","White",2818,11906,14724,0.19138820972561804,0.808611790274382],
    [1321,2016,"NJ Counties Subregion","Home improvement","Asian",23,26,49,0.46938775510204084,0.5306122448979592],
    [1322,2016,"NJ Counties Subregion","Home improvement","Black",62,65,127,0.4881889763779528,0.5118110236220472],
    [1323,2016,"NJ Counties Subregion","Home improvement","Female",213,307,520,0.4096153846153846,0.5903846153846154],
    [1324,2016,"NJ Counties Subregion","Home improvement","Latinx",49,38,87,0.5632183908045977,0.4367816091954023],
    [1325,2016,"NJ Counties Subregion","Home improvement","Male",350,773,1123,0.3116651825467498,0.6883348174532502],
    [1326,2016,"NJ Counties Subregion","Home improvement","Non-Latinx",485,982,1467,0.33060668029993184,0.6693933197000682],
    [1327,2016,"NJ Counties Subregion","Home improvement","Non-White",93,100,193,0.48186528497409326,0.5181347150259067],
    [1328,2016,"NJ Counties Subregion","Home improvement","White",441,923,1364,0.32331378299120234,0.6766862170087976],
    [1329,2016,"NJ Counties Subregion","Home purchase","Asian",71,569,640,0.1109375,0.8890625],
    [1330,2016,"NJ Counties Subregion","Home purchase","Black",92,402,494,0.1862348178137652,0.8137651821862348],
    [1331,2016,"NJ Counties Subregion","Home purchase","Female",215,1613,1828,0.11761487964989059,0.8823851203501094],
    [1332,2016,"NJ Counties Subregion","Home purchase","Latinx",101,365,466,0.2167381974248927,0.7832618025751072],
    [1333,2016,"NJ Counties Subregion","Home purchase","Male",481,4926,5407,0.08895875716663584,0.9110412428333642],
    [1334,2016,"NJ Counties Subregion","Home purchase","Non-Latinx",559,5956,6515,0.08580199539524175,0.9141980046047582],
    [1335,2016,"NJ Counties Subregion","Home purchase","Non-White",166,1000,1166,0.1423670668953688,0.8576329331046312],
    [1336,2016,"NJ Counties Subregion","Home purchase","White",482,5256,5738,0.08400139421401186,0.9159986057859881],
    [1337,2016,"NJ Counties Subregion","Refinancing","Asian",169,464,633,0.2669826224328594,0.7330173775671406],
    [1338,2016,"NJ Counties Subregion","Refinancing","Black",310,377,687,0.4512372634643377,0.5487627365356623],
    [1339,2016,"NJ Counties Subregion","Refinancing","Female",599,1296,1895,0.31609498680738785,0.6839050131926121],
    [1340,2016,"NJ Counties Subregion","Refinancing","Latinx",127,254,381,0.3333333333333333,0.6666666666666666],
    [1341,2016,"NJ Counties Subregion","Refinancing","Male",1999,5732,7731,0.2585693959384297,0.7414306040615704],
    [1342,2016,"NJ Counties Subregion","Refinancing","Non-Latinx",2308,6419,8727,0.26446659791451815,0.7355334020854818],
    [1343,2016,"NJ Counties Subregion","Refinancing","Non-White",505,877,1382,0.3654124457308249,0.6345875542691751],
    [1344,2016,"NJ Counties Subregion","Refinancing","White",1895,5727,7622,0.24862240881658357,0.7513775911834164],
    [1345,2017,"NJ Counties Subregion","All","Asian",197,809,1006,0.19582504970178927,0.8041749502982107],
    [1346,2017,"NJ Counties Subregion","All","Black",385,786,1171,0.3287788215200683,0.6712211784799317],
    [1347,2017,"NJ Counties Subregion","All","Female",858,3149,4007,0.21412528075867232,0.7858747192413277],
    [1348,2017,"NJ Counties Subregion","All","Latinx",248,662,910,0.2725274725274725,0.7274725274725274],
    [1349,2017,"NJ Counties Subregion","All","Male",2055,9342,11397,0.18031060805475124,0.8196893919452487],
    [1350,2017,"NJ Counties Subregion","All","Non-Latinx",2484,11148,13632,0.18221830985915494,0.8177816901408451],
    [1351,2017,"NJ Counties Subregion","All","Non-White",625,1690,2315,0.26997840172786175,0.7300215982721382],
    [1352,2017,"NJ Counties Subregion","All","White",2070,9959,12029,0.17208413001912046,0.8279158699808795],
    [1353,2017,"NJ Counties Subregion","Home improvement","Asian",24,38,62,0.3870967741935484,0.6129032258064516],
    [1354,2017,"NJ Counties Subregion","Home improvement","Black",66,66,132,0.5,0.5],
    [1355,2017,"NJ Counties Subregion","Home improvement","Female",244,343,587,0.41567291311754684,0.5843270868824532],
    [1356,2017,"NJ Counties Subregion","Home improvement","Latinx",62,39,101,0.6138613861386139,0.38613861386138615],
    [1357,2017,"NJ Counties Subregion","Home improvement","Male",328,810,1138,0.28822495606326887,0.7117750439367311],
    [1358,2017,"NJ Counties Subregion","Home improvement","Non-Latinx",485,1050,1535,0.31596091205211724,0.6840390879478827],
    [1359,2017,"NJ Counties Subregion","Home improvement","Non-White",103,120,223,0.4618834080717489,0.5381165919282511],
    [1360,2017,"NJ Counties Subregion","Home improvement","White",444,980,1424,0.31179775280898875,0.6882022471910112],
    [1361,2017,"NJ Counties Subregion","Home purchase","Asian",84,568,652,0.12883435582822086,0.8711656441717791],
    [1362,2017,"NJ Counties Subregion","Home purchase","Black",118,454,572,0.2062937062937063,0.7937062937062938],
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    [1364,2017,"NJ Counties Subregion","Home purchase","Latinx",69,444,513,0.13450292397660818,0.8654970760233918],
    [1365,2017,"NJ Counties Subregion","Home purchase","Male",476,5133,5609,0.0848636120520592,0.9151363879479408],
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    [1367,2017,"NJ Counties Subregion","Home purchase","Non-White",214,1061,1275,0.16784313725490196,0.832156862745098],
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    [1375,2017,"NJ Counties Subregion","Refinancing","Non-White",308,509,817,0.3769889840881273,0.6230110159118727],
    [1376,2017,"NJ Counties Subregion","Refinancing","White",1194,3559,4753,0.25120976225541763,0.7487902377445824],
    [1377,2018,"NJ Counties Subregion","All","Asian",729,2046,2775,0.2627027027027027,0.7372972972972973],
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    [1383,2018,"NJ Counties Subregion","All","Non-White",2493,5093,7586,0.3286316899551806,0.6713683100448194],
    [1384,2018,"NJ Counties Subregion","All","White",6601,22016,28617,0.23066708599783345,0.7693329140021665],
    [1385,2018,"NJ Counties Subregion","Home improvement","Asian",240,169,409,0.58679706601467,0.4132029339853301],
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    [1387,2018,"NJ Counties Subregion","Home improvement","Female",874,607,1481,0.5901417960837272,0.4098582039162728],
    [1388,2018,"NJ Counties Subregion","Home improvement","Latinx",259,114,373,0.6943699731903485,0.30563002680965146],
    [1389,2018,"NJ Counties Subregion","Home improvement","Male",1082,805,1887,0.5733969263381028,0.4266030736618972],
    [1390,2018,"NJ Counties Subregion","Home improvement","Non-Latinx",2353,2510,4863,0.4838577010076085,0.5161422989923915],
    [1391,2018,"NJ Counties Subregion","Home improvement","Non-White",664,346,1010,0.6574257425742575,0.3425742574257426],
    [1392,2018,"NJ Counties Subregion","Home improvement","White",1965,2303,4268,0.46040299906279286,0.5395970009372071],
    [1393,2018,"NJ Counties Subregion","Home purchase","Asian",219,1465,1684,0.13004750593824227,0.8699524940617577],
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    [1395,2018,"NJ Counties Subregion","Home purchase","Female",629,4848,5477,0.11484389264195728,0.8851561073580427],
    [1396,2018,"NJ Counties Subregion","Home purchase","Latinx",306,1538,1844,0.16594360086767895,0.834056399132321],
    [1397,2018,"NJ Counties Subregion","Home purchase","Male",932,6740,7672,0.12148070907194995,0.87851929092805],
    [1398,2018,"NJ Counties Subregion","Home purchase","Non-Latinx",1609,15312,16921,0.09508894273388098,0.904911057266119],
    [1399,2018,"NJ Counties Subregion","Home purchase","Non-White",718,3644,4362,0.1646033929390188,0.8353966070609812],
    [1400,2018,"NJ Counties Subregion","Home purchase","White",1178,13052,14230,0.08278285312719606,0.917217146872804],
    [1401,2018,"NJ Counties Subregion","Refinancing","Asian",270,412,682,0.39589442815249265,0.6041055718475073],
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    [1404,2018,"NJ Counties Subregion","Refinancing","Latinx",317,325,642,0.4937694704049844,0.5062305295950156],
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    [1409,2019,"NJ Counties Subregion","All","Asian",691,2537,3228,0.2140644361833953,0.7859355638166047],
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    [1412,2019,"NJ Counties Subregion","All","Latinx",867,2507,3374,0.2569650266745702,0.7430349733254298],
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    [1417,2019,"NJ Counties Subregion","Home improvement","Asian",203,140,343,0.5918367346938775,0.40816326530612246],
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    [1419,2019,"NJ Counties Subregion","Home improvement","Female",856,597,1453,0.5891259463179629,0.41087405368203717],
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    [1422,2019,"NJ Counties Subregion","Home improvement","Non-Latinx",2365,2436,4801,0.49260570714434493,0.5073942928556551],
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    [1428,2019,"NJ Counties Subregion","Home purchase","Latinx",303,1871,2174,0.13937442502299907,0.8606255749770009],
    [1429,2019,"NJ Counties Subregion","Home purchase","Male",869,7333,8202,0.10594976834918313,0.8940502316508169],
    [1430,2019,"NJ Counties Subregion","Home purchase","Non-Latinx",1558,16183,17741,0.08781917592018489,0.9121808240798152],
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    [1433,2019,"NJ Counties Subregion","Refinancing","Asian",303,899,1202,0.25207986688851913,0.7479201331114809],
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    [1435,2019,"NJ Counties Subregion","Refinancing","Female",1306,2826,4132,0.31606969990319456,0.6839303000968054],
    [1436,2019,"NJ Counties Subregion","Refinancing","Latinx",310,525,835,0.3712574850299401,0.6287425149700598],
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    [1449,2020,"NJ Counties Subregion","Home improvement","Asian",169,127,296,0.5709459459459459,0.42905405405405406],
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    [1451,2020,"NJ Counties Subregion","Home improvement","Female",600,465,1065,0.5633802816901409,0.43661971830985913],
    [1452,2020,"NJ Counties Subregion","Home improvement","Latinx",170,71,241,0.7053941908713693,0.2946058091286307],
    [1453,2020,"NJ Counties Subregion","Home improvement","Male",769,672,1441,0.5336571825121443,0.46634281748785567],
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    [1459,2020,"NJ Counties Subregion","Home purchase","Female",684,6120,6804,0.10052910052910052,0.8994708994708994],
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    [1481,2021,"NJ Counties Subregion","Home improvement","Asian",151,145,296,0.5101351351351351,0.48986486486486486],
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    [1483,2021,"NJ Counties Subregion","Home improvement","Female",698,581,1279,0.54573885848319,0.45426114151681],
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    [1485,2021,"NJ Counties Subregion","Home improvement","Male",899,859,1758,0.5113765642775882,0.48862343572241185],
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    [1488,2021,"NJ Counties Subregion","Home improvement","White",1446,2075,3521,0.41067878443623973,0.5893212155637603],
    [1489,2021,"NJ Counties Subregion","Home purchase","Asian",231,2228,2459,0.0939406262708418,0.9060593737291582],
    [1490,2021,"NJ Counties Subregion","Home purchase","Black",673,3615,4288,0.15694962686567165,0.8430503731343284],
    [1491,2021,"NJ Counties Subregion","Home purchase","Female",828,6889,7717,0.10729558118439808,0.8927044188156019],
    [1492,2021,"NJ Counties Subregion","Home purchase","Latinx",361,2741,3102,0.1163765312701483,0.8836234687298518],
    [1493,2021,"NJ Counties Subregion","Home purchase","Male",899,8956,9855,0.09122272957889396,0.908777270421106],
    [1494,2021,"NJ Counties Subregion","Home purchase","Non-Latinx",1647,19016,20663,0.07970769007404539,0.9202923099259546],
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    [1496,2021,"NJ Counties Subregion","Home purchase","White",1038,15338,16376,0.06338544211040548,0.9366145578895946],
    [1497,2021,"NJ Counties Subregion","Refinancing","Asian",519,3046,3565,0.1455820476858345,0.8544179523141655],
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    [1512,2022,"NJ Counties Subregion","All","White",5500,24010,29510,0.18637749915282956,0.8136225008471705],
    [1513,2022,"NJ Counties Subregion","Home improvement","Asian",211,278,489,0.43149284253578735,0.5685071574642127],
    [1514,2022,"NJ Counties Subregion","Home improvement","Black",530,359,889,0.5961754780652418,0.40382452193475815],
    [1515,2022,"NJ Counties Subregion","Home improvement","Female",883,897,1780,0.4960674157303371,0.5039325842696629],
    [1516,2022,"NJ Counties Subregion","Home improvement","Latinx",325,204,529,0.6143667296786389,0.3856332703213611],
    [1517,2022,"NJ Counties Subregion","Home improvement","Male",1199,1478,2677,0.4478894284646993,0.5521105715353007],
    [1518,2022,"NJ Counties Subregion","Home improvement","Non-Latinx",2319,3794,6113,0.37935547194503516,0.6206445280549648],
    [1519,2022,"NJ Counties Subregion","Home improvement","Non-White",791,659,1450,0.5455172413793103,0.45448275862068965],
    [1520,2022,"NJ Counties Subregion","Home improvement","White",1822,3340,5162,0.352963967454475,0.647036032545525],
    [1521,2022,"NJ Counties Subregion","Home purchase","Asian",250,1959,2209,0.11317338162064282,0.8868266183793572],
    [1522,2022,"NJ Counties Subregion","Home purchase","Black",609,2871,3480,0.175,0.825],
    [1523,2022,"NJ Counties Subregion","Home purchase","Female",729,5310,6039,0.12071535022354694,0.879284649776453],
    [1524,2022,"NJ Counties Subregion","Home purchase","Latinx",417,2362,2779,0.1500539762504498,0.8499460237495502],
    [1525,2022,"NJ Counties Subregion","Home purchase","Male",987,6981,7968,0.12387048192771084,0.8761295180722891],
    [1526,2022,"NJ Counties Subregion","Home purchase","Non-Latinx",1589,15067,16656,0.09540105667627281,0.9045989433237271],
    [1527,2022,"NJ Counties Subregion","Home purchase","Non-White",903,4967,5870,0.15383304940374787,0.8461669505962521],
    [1528,2022,"NJ Counties Subregion","Home purchase","White",1013,12030,13043,0.07766618109330675,0.9223338189066932],
    [1529,2022,"NJ Counties Subregion","Refinancing","Asian",191,546,737,0.2591587516960651,0.7408412483039348],
    [1530,2022,"NJ Counties Subregion","Refinancing","Black",960,1424,2384,0.40268456375838924,0.5973154362416108],
    [1531,2022,"NJ Counties Subregion","Refinancing","Female",1343,3037,4380,0.30662100456621005,0.69337899543379],
    [1532,2022,"NJ Counties Subregion","Refinancing","Latinx",447,757,1204,0.3712624584717608,0.6287375415282392],
    [1533,2022,"NJ Counties Subregion","Refinancing","Male",1965,4411,6376,0.30818695106649935,0.6918130489335006],
    [1534,2022,"NJ Counties Subregion","Refinancing","Non-Latinx",3539,10048,13587,0.26046956649738723,0.7395304335026128],
    [1535,2022,"NJ Counties Subregion","Refinancing","Non-White",1226,2047,3273,0.3745798961197678,0.6254201038802322],
    [1536,2022,"NJ Counties Subregion","Refinancing","White",2665,8640,11305,0.23573639982308714,0.7642636001769129],
    [1537,2007,"PA Suburban Counties Subregion","All","Asian",408,1365,1773,0.23011844331641285,0.7698815566835872],
    [1538,2007,"PA Suburban Counties Subregion","All","Black",1354,1557,2911,0.4651322569563724,0.5348677430436276],
    [1539,2007,"PA Suburban Counties Subregion","All","Female",4306,9939,14245,0.3022815022815023,0.6977184977184977],
    [1540,2007,"PA Suburban Counties Subregion","All","Latinx",493,873,1366,0.3609077598828697,0.6390922401171303],
    [1541,2007,"PA Suburban Counties Subregion","All","Male",10013,38183,48196,0.20775583035936593,0.792244169640634],
    [1542,2007,"PA Suburban Counties Subregion","All","Non-Latinx",12554,43621,56175,0.2234801958166444,0.7765198041833555],
    [1543,2007,"PA Suburban Counties Subregion","All","Non-White",1883,3137,5020,0.3750996015936255,0.6249003984063745],
    [1544,2007,"PA Suburban Counties Subregion","All","White",11143,39824,50967,0.21863166362548317,0.7813683363745169],
    [1545,2007,"PA Suburban Counties Subregion","Home improvement","Asian",105,167,272,0.3860294117647059,0.6139705882352942],
    [1546,2007,"PA Suburban Counties Subregion","Home improvement","Black",294,208,502,0.5856573705179283,0.41434262948207173],
    [1547,2007,"PA Suburban Counties Subregion","Home improvement","Female",875,1920,2795,0.31305903398926654,0.6869409660107334],
    [1548,2007,"PA Suburban Counties Subregion","Home improvement","Latinx",99,126,225,0.44,0.56],
    [1549,2007,"PA Suburban Counties Subregion","Home improvement","Male",1978,6086,8064,0.2452876984126984,0.7547123015873016],
    [1550,2007,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",2628,7252,9880,0.2659919028340081,0.7340080971659919],
    [1551,2007,"PA Suburban Counties Subregion","Home improvement","Non-White",429,416,845,0.5076923076923077,0.49230769230769234],
    [1552,2007,"PA Suburban Counties Subregion","Home improvement","White",2321,6954,9275,0.25024258760107815,0.7497574123989218],
    [1553,2007,"PA Suburban Counties Subregion","Home purchase","Asian",87,820,907,0.09592061742006615,0.9040793825799338],
    [1554,2007,"PA Suburban Counties Subregion","Home purchase","Black",171,552,723,0.23651452282157676,0.7634854771784232],
    [1555,2007,"PA Suburban Counties Subregion","Home purchase","Female",386,3409,3795,0.10171277997364954,0.8982872200263504],
    [1556,2007,"PA Suburban Counties Subregion","Home purchase","Latinx",87,395,482,0.18049792531120332,0.8195020746887967],
    [1557,2007,"PA Suburban Counties Subregion","Home purchase","Male",1136,14855,15991,0.07103995997748734,0.9289600400225126],
    [1558,2007,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1316,16892,18208,0.07227592267135326,0.9277240773286467],
    [1559,2007,"PA Suburban Counties Subregion","Home purchase","Non-White",268,1441,1709,0.15681685196021064,0.8431831480397893],
    [1560,2007,"PA Suburban Counties Subregion","Home purchase","White",1121,14465,15586,0.07192352110868729,0.9280764788913127],
    [1561,2007,"PA Suburban Counties Subregion","Refinancing","Asian",216,378,594,0.36363636363636365,0.6363636363636364],
    [1562,2007,"PA Suburban Counties Subregion","Refinancing","Black",889,797,1686,0.5272835112692764,0.4727164887307236],
    [1563,2007,"PA Suburban Counties Subregion","Refinancing","Female",3045,4610,7655,0.39777922926192033,0.6022207707380797],
    [1564,2007,"PA Suburban Counties Subregion","Refinancing","Latinx",307,352,659,0.4658573596358118,0.5341426403641881],
    [1565,2007,"PA Suburban Counties Subregion","Refinancing","Male",6899,17242,24141,0.2857793794788948,0.7142206205211051],
    [1566,2007,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",8610,19477,28087,0.3065475130843451,0.693452486915655],
    [1567,2007,"PA Suburban Counties Subregion","Refinancing","Non-White",1186,1280,2466,0.48094079480940793,0.519059205190592],
    [1568,2007,"PA Suburban Counties Subregion","Refinancing","White",7701,18405,26106,0.2949896575499885,0.7050103424500115],
    [1569,2008,"PA Suburban Counties Subregion","All","Asian",420,1311,1731,0.24263431542461006,0.75736568457539],
    [1570,2008,"PA Suburban Counties Subregion","All","Black",1068,1085,2153,0.49605202043660007,0.5039479795633999],
    [1571,2008,"PA Suburban Counties Subregion","All","Female",3876,7583,11459,0.3382494109433633,0.6617505890566368],
    [1572,2008,"PA Suburban Counties Subregion","All","Latinx",360,675,1035,0.34782608695652173,0.6521739130434783],
    [1573,2008,"PA Suburban Counties Subregion","All","Male",8777,31336,40113,0.2188068705905816,0.7811931294094184],
    [1574,2008,"PA Suburban Counties Subregion","All","Non-Latinx",11606,35373,46979,0.2470465527150429,0.7529534472849571],
    [1575,2008,"PA Suburban Counties Subregion","All","Non-White",1602,2605,4207,0.3807939149037319,0.6192060850962682],
    [1576,2008,"PA Suburban Counties Subregion","All","White",10344,33473,43817,0.23607275714905174,0.7639272428509483],
    [1577,2008,"PA Suburban Counties Subregion","Home improvement","Asian",73,99,172,0.42441860465116277,0.5755813953488372],
    [1578,2008,"PA Suburban Counties Subregion","Home improvement","Black",145,103,248,0.5846774193548387,0.4153225806451613],
    [1579,2008,"PA Suburban Counties Subregion","Home improvement","Female",638,996,1634,0.390452876376989,0.609547123623011],
    [1580,2008,"PA Suburban Counties Subregion","Home improvement","Latinx",61,50,111,0.5495495495495496,0.45045045045045046],
    [1581,2008,"PA Suburban Counties Subregion","Home improvement","Male",1304,3621,4925,0.2647715736040609,0.7352284263959391],
    [1582,2008,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",1785,4173,5958,0.29959718026183285,0.7004028197381672],
    [1583,2008,"PA Suburban Counties Subregion","Home improvement","Non-White",232,224,456,0.5087719298245614,0.49122807017543857],
    [1584,2008,"PA Suburban Counties Subregion","Home improvement","White",1627,4038,5665,0.2872021182700794,0.7127978817299205],
    [1585,2008,"PA Suburban Counties Subregion","Home purchase","Asian",105,716,821,0.1278928136419001,0.8721071863580999],
    [1586,2008,"PA Suburban Counties Subregion","Home purchase","Black",74,445,519,0.14258188824662812,0.8574181117533719],
    [1587,2008,"PA Suburban Counties Subregion","Home purchase","Female",291,2681,2972,0.09791386271870794,0.902086137281292],
    [1588,2008,"PA Suburban Counties Subregion","Home purchase","Latinx",45,304,349,0.12893982808022922,0.8710601719197708],
    [1589,2008,"PA Suburban Counties Subregion","Home purchase","Male",978,11449,12427,0.07869960569727207,0.9213003943027279],
    [1590,2008,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1142,13115,14257,0.08010100301606228,0.9198989969839377],
    [1591,2008,"PA Suburban Counties Subregion","Home purchase","Non-White",200,1230,1430,0.13986013986013987,0.8601398601398601],
    [1592,2008,"PA Suburban Counties Subregion","Home purchase","White",990,12140,13130,0.0753998476770754,0.9246001523229246],
    [1593,2008,"PA Suburban Counties Subregion","Refinancing","Asian",242,496,738,0.32791327913279134,0.6720867208672087],
    [1594,2008,"PA Suburban Counties Subregion","Refinancing","Black",849,537,1386,0.6125541125541125,0.3874458874458874],
    [1595,2008,"PA Suburban Counties Subregion","Refinancing","Female",2947,3906,6853,0.43003064351378956,0.5699693564862104],
    [1596,2008,"PA Suburban Counties Subregion","Refinancing","Latinx",254,321,575,0.44173913043478263,0.5582608695652174],
    [1597,2008,"PA Suburban Counties Subregion","Refinancing","Male",6495,16266,22761,0.28535653090813234,0.7146434690918677],
    [1598,2008,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",8679,18085,26764,0.3242788820804065,0.6757211179195934],
    [1599,2008,"PA Suburban Counties Subregion","Refinancing","Non-White",1170,1151,2321,0.5040930633347694,0.4959069366652305],
    [1600,2008,"PA Suburban Counties Subregion","Refinancing","White",7727,17295,25022,0.30880824874110785,0.6911917512588922],
    [1601,2009,"PA Suburban Counties Subregion","All","Asian",522,2242,2764,0.18885672937771347,0.8111432706222865],
    [1602,2009,"PA Suburban Counties Subregion","All","Black",565,958,1523,0.37097833223900195,0.629021667760998],
    [1603,2009,"PA Suburban Counties Subregion","All","Female",2875,9845,12720,0.22602201257861634,0.7739779874213837],
    [1604,2009,"PA Suburban Counties Subregion","All","Latinx",230,776,1006,0.2286282306163022,0.7713717693836978],
    [1605,2009,"PA Suburban Counties Subregion","All","Male",8587,47778,56365,0.15234631420207576,0.8476536857979242],
    [1606,2009,"PA Suburban Counties Subregion","All","Non-Latinx",10269,52849,63118,0.16269526917836433,0.8373047308216357],
    [1607,2009,"PA Suburban Counties Subregion","All","Non-White",1157,3470,4627,0.2500540306894316,0.7499459693105684],
    [1608,2009,"PA Suburban Counties Subregion","All","White",9394,50268,59662,0.1574536555931749,0.8425463444068251],
    [1609,2009,"PA Suburban Counties Subregion","Home improvement","Asian",37,72,109,0.3394495412844037,0.6605504587155964],
    [1610,2009,"PA Suburban Counties Subregion","Home improvement","Black",52,37,89,0.5842696629213483,0.4157303370786517],
    [1611,2009,"PA Suburban Counties Subregion","Home improvement","Female",336,629,965,0.34818652849740933,0.6518134715025907],
    [1612,2009,"PA Suburban Counties Subregion","Home improvement","Latinx",22,34,56,0.39285714285714285,0.6071428571428571],
    [1613,2009,"PA Suburban Counties Subregion","Home improvement","Male",683,2460,3143,0.21730830416799238,0.7826916958320076],
    [1614,2009,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",900,2732,3632,0.24779735682819384,0.7522026431718062],
    [1615,2009,"PA Suburban Counties Subregion","Home improvement","Non-White",98,119,217,0.45161290322580644,0.5483870967741935],
    [1616,2009,"PA Suburban Counties Subregion","Home improvement","White",827,2669,3496,0.23655606407322655,0.7634439359267735],
    [1617,2009,"PA Suburban Counties Subregion","Home purchase","Asian",96,549,645,0.14883720930232558,0.8511627906976744],
    [1618,2009,"PA Suburban Counties Subregion","Home purchase","Black",67,264,331,0.20241691842900303,0.797583081570997],
    [1619,2009,"PA Suburban Counties Subregion","Home purchase","Female",266,2444,2710,0.0981549815498155,0.9018450184501845],
    [1620,2009,"PA Suburban Counties Subregion","Home purchase","Latinx",38,228,266,0.14285714285714285,0.8571428571428571],
    [1621,2009,"PA Suburban Counties Subregion","Home purchase","Male",798,9204,10002,0.07978404319136173,0.9202159568086383],
    [1622,2009,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",937,10717,11654,0.0804015788570448,0.9195984211429552],
    [1623,2009,"PA Suburban Counties Subregion","Home purchase","Non-White",170,913,1083,0.1569713758079409,0.8430286241920592],
    [1624,2009,"PA Suburban Counties Subregion","Home purchase","White",809,10005,10814,0.07481043092287776,0.9251895690771222],
    [1625,2009,"PA Suburban Counties Subregion","Refinancing","Asian",389,1621,2010,0.1935323383084577,0.8064676616915423],
    [1626,2009,"PA Suburban Counties Subregion","Refinancing","Black",446,657,1103,0.4043517679057117,0.5956482320942883],
    [1627,2009,"PA Suburban Counties Subregion","Refinancing","Female",2273,6772,9045,0.2512990602542841,0.7487009397457158],
    [1628,2009,"PA Suburban Counties Subregion","Refinancing","Latinx",170,514,684,0.24853801169590642,0.7514619883040936],
    [1629,2009,"PA Suburban Counties Subregion","Refinancing","Male",7106,36114,43220,0.16441462285978714,0.8355853771402129],
    [1630,2009,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",8432,39400,47832,0.17628365947482857,0.8237163405251714],
    [1631,2009,"PA Suburban Counties Subregion","Refinancing","Non-White",889,2438,3327,0.26720769461977756,0.7327923053802224],
    [1632,2009,"PA Suburban Counties Subregion","Refinancing","White",7758,37594,45352,0.1710619156817781,0.8289380843182219],
    [1633,2010,"PA Suburban Counties Subregion","All","Asian",512,2334,2846,0.17990161630358398,0.8200983836964161],
    [1634,2010,"PA Suburban Counties Subregion","All","Black",410,871,1281,0.3200624512099922,0.6799375487900078],
    [1635,2010,"PA Suburban Counties Subregion","All","Female",2313,8591,10904,0.21212399119589143,0.7878760088041086],
    [1636,2010,"PA Suburban Counties Subregion","All","Latinx",207,674,881,0.23496027241770714,0.7650397275822929],
    [1637,2010,"PA Suburban Counties Subregion","All","Male",8184,43357,51541,0.15878620903746532,0.8412137909625347],
    [1638,2010,"PA Suburban Counties Subregion","All","Non-Latinx",9531,48296,57827,0.16481920210282394,0.835180797897176],
    [1639,2010,"PA Suburban Counties Subregion","All","Non-White",971,3357,4328,0.22435304990757857,0.7756469500924215],
    [1640,2010,"PA Suburban Counties Subregion","All","White",8789,45639,54428,0.1614793856103476,0.8385206143896524],
    [1641,2010,"PA Suburban Counties Subregion","Home improvement","Asian",43,45,88,0.48863636363636365,0.5113636363636364],
    [1642,2010,"PA Suburban Counties Subregion","Home improvement","Black",62,47,109,0.5688073394495413,0.43119266055045874],
    [1643,2010,"PA Suburban Counties Subregion","Home improvement","Female",324,621,945,0.34285714285714286,0.6571428571428571],
    [1644,2010,"PA Suburban Counties Subregion","Home improvement","Latinx",31,28,59,0.5254237288135594,0.4745762711864407],
    [1645,2010,"PA Suburban Counties Subregion","Home improvement","Male",689,2236,2925,0.23555555555555555,0.7644444444444445],
    [1646,2010,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",905,2582,3487,0.2595354172641239,0.7404645827358761],
    [1647,2010,"PA Suburban Counties Subregion","Home improvement","Non-White",113,104,217,0.5207373271889401,0.4792626728110599],
    [1648,2010,"PA Suburban Counties Subregion","Home improvement","White",832,2524,3356,0.24791418355184744,0.7520858164481525],
    [1649,2010,"PA Suburban Counties Subregion","Home purchase","Asian",83,639,722,0.1149584487534626,0.8850415512465374],
    [1650,2010,"PA Suburban Counties Subregion","Home purchase","Black",51,299,350,0.1457142857142857,0.8542857142857143],
    [1651,2010,"PA Suburban Counties Subregion","Home purchase","Female",252,1932,2184,0.11538461538461539,0.8846153846153846],
    [1652,2010,"PA Suburban Counties Subregion","Home purchase","Latinx",36,194,230,0.1565217391304348,0.8434782608695652],
    [1653,2010,"PA Suburban Counties Subregion","Home purchase","Male",830,8381,9211,0.09010965150363695,0.9098903484963631],
    [1654,2010,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",972,9650,10622,0.09150819054791941,0.9084918094520806],
    [1655,2010,"PA Suburban Counties Subregion","Home purchase","Non-White",139,974,1113,0.12488769092542677,0.8751123090745733],
    [1656,2010,"PA Suburban Counties Subregion","Home purchase","White",861,8842,9703,0.08873544264660414,0.9112645573533958],
    [1657,2010,"PA Suburban Counties Subregion","Refinancing","Asian",386,1650,2036,0.18958742632612965,0.8104125736738703],
    [1658,2010,"PA Suburban Counties Subregion","Refinancing","Black",297,525,822,0.3613138686131387,0.6386861313868614],
    [1659,2010,"PA Suburban Counties Subregion","Refinancing","Female",1737,6038,7775,0.22340836012861737,0.7765916398713827],
    [1660,2010,"PA Suburban Counties Subregion","Refinancing","Latinx",140,452,592,0.23648648648648649,0.7635135135135135],
    [1661,2010,"PA Suburban Counties Subregion","Refinancing","Male",6665,32740,39405,0.16914097195787337,0.8308590280421266],
    [1662,2010,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",7654,36064,43718,0.1750766274760968,0.8249233725239032],
    [1663,2010,"PA Suburban Counties Subregion","Refinancing","Non-White",719,2279,2998,0.23982655103402267,0.7601734489659773],
    [1664,2010,"PA Suburban Counties Subregion","Refinancing","White",7096,34273,41369,0.1715294060770142,0.8284705939229858],
    [1665,2011,"PA Suburban Counties Subregion","All","Asian",503,2002,2505,0.20079840319361278,0.7992015968063872],
    [1666,2011,"PA Suburban Counties Subregion","All","Black",385,747,1132,0.3401060070671378,0.6598939929328622],
    [1667,2011,"PA Suburban Counties Subregion","All","Female",2083,7701,9784,0.21289860997547017,0.7871013900245298],
    [1668,2011,"PA Suburban Counties Subregion","All","Latinx",187,622,809,0.2311495673671199,0.7688504326328801],
    [1669,2011,"PA Suburban Counties Subregion","All","Male",7670,37396,45066,0.17019482536723915,0.8298051746327608],
    [1670,2011,"PA Suburban Counties Subregion","All","Non-Latinx",8926,42163,51089,0.17471471353911802,0.825285286460882],
    [1671,2011,"PA Suburban Counties Subregion","All","Non-White",959,2877,3836,0.25,0.75],
    [1672,2011,"PA Suburban Counties Subregion","All","White",8137,39925,48062,0.16930215138779078,0.8306978486122092],
    [1673,2011,"PA Suburban Counties Subregion","Home improvement","Asian",42,55,97,0.4329896907216495,0.5670103092783505],
    [1674,2011,"PA Suburban Counties Subregion","Home improvement","Black",55,42,97,0.5670103092783505,0.4329896907216495],
    [1675,2011,"PA Suburban Counties Subregion","Home improvement","Female",311,571,882,0.3526077097505669,0.6473922902494331],
    [1676,2011,"PA Suburban Counties Subregion","Home improvement","Latinx",27,39,66,0.4090909090909091,0.5909090909090909],
    [1677,2011,"PA Suburban Counties Subregion","Home improvement","Male",657,1861,2518,0.26092136616362194,0.7390786338363781],
    [1678,2011,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",862,2234,3096,0.2784237726098191,0.7215762273901809],
    [1679,2011,"PA Suburban Counties Subregion","Home improvement","Non-White",111,105,216,0.5138888888888888,0.4861111111111111],
    [1680,2011,"PA Suburban Counties Subregion","Home improvement","White",807,2181,2988,0.2700803212851406,0.7299196787148594],
    [1681,2011,"PA Suburban Counties Subregion","Home purchase","Asian",89,558,647,0.1375579598145286,0.8624420401854714],
    [1682,2011,"PA Suburban Counties Subregion","Home purchase","Black",55,213,268,0.20522388059701493,0.7947761194029851],
    [1683,2011,"PA Suburban Counties Subregion","Home purchase","Female",255,1810,2065,0.1234866828087167,0.8765133171912833],
    [1684,2011,"PA Suburban Counties Subregion","Home purchase","Latinx",26,180,206,0.1262135922330097,0.8737864077669902],
    [1685,2011,"PA Suburban Counties Subregion","Home purchase","Male",889,7743,8632,0.10298887859128823,0.8970111214087118],
    [1686,2011,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1033,8881,9914,0.1041960863425459,0.8958039136574542],
    [1687,2011,"PA Suburban Counties Subregion","Home purchase","Non-White",151,797,948,0.15928270042194093,0.8407172995780591],
    [1688,2011,"PA Suburban Counties Subregion","Home purchase","White",905,8270,9175,0.09863760217983651,0.9013623978201635],
    [1689,2011,"PA Suburban Counties Subregion","Refinancing","Asian",372,1389,1761,0.21124361158432708,0.7887563884156729],
    [1690,2011,"PA Suburban Counties Subregion","Refinancing","Black",275,492,767,0.35853976531942633,0.6414602346805737],
    [1691,2011,"PA Suburban Counties Subregion","Refinancing","Female",1517,5320,6837,0.22188094193359661,0.7781190580664034],
    [1692,2011,"PA Suburban Counties Subregion","Refinancing","Latinx",134,403,537,0.24953445065176907,0.750465549348231],
    [1693,2011,"PA Suburban Counties Subregion","Refinancing","Male",6124,27792,33916,0.1805637457247317,0.8194362542752683],
    [1694,2011,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",7031,31048,38079,0.18464245384595185,0.8153575461540482],
    [1695,2011,"PA Suburban Counties Subregion","Refinancing","Non-White",697,1975,2672,0.26085329341317365,0.7391467065868264],
    [1696,2011,"PA Suburban Counties Subregion","Refinancing","White",6425,29474,35899,0.17897434468926712,0.8210256553107329],
    [1697,2012,"PA Suburban Counties Subregion","All","Asian",619,2604,3223,0.19205708966801116,0.8079429103319888],
    [1698,2012,"PA Suburban Counties Subregion","All","Black",467,981,1448,0.32251381215469616,0.6774861878453039],
    [1699,2012,"PA Suburban Counties Subregion","All","Female",2471,9841,12312,0.20069850552306692,0.7993014944769331],
    [1700,2012,"PA Suburban Counties Subregion","All","Latinx",233,789,1022,0.22798434442270057,0.7720156555772995],
    [1701,2012,"PA Suburban Counties Subregion","All","Male",9012,48037,57049,0.15796946484600957,0.8420305351539904],
    [1702,2012,"PA Suburban Counties Subregion","All","Non-Latinx",10453,54311,64764,0.1614013958371935,0.8385986041628065],
    [1703,2012,"PA Suburban Counties Subregion","All","Non-White",1146,3742,4888,0.23445171849427168,0.7655482815057283],
    [1704,2012,"PA Suburban Counties Subregion","All","White",9549,51413,60962,0.15663856172697746,0.8433614382730226],
    [1705,2012,"PA Suburban Counties Subregion","Home improvement","Asian",34,48,82,0.4146341463414634,0.5853658536585366],
    [1706,2012,"PA Suburban Counties Subregion","Home improvement","Black",71,48,119,0.5966386554621849,0.40336134453781514],
    [1707,2012,"PA Suburban Counties Subregion","Home improvement","Female",329,595,924,0.3560606060606061,0.6439393939393939],
    [1708,2012,"PA Suburban Counties Subregion","Home improvement","Latinx",20,33,53,0.37735849056603776,0.6226415094339622],
    [1709,2012,"PA Suburban Counties Subregion","Home improvement","Male",671,2051,2722,0.24650991917707568,0.7534900808229243],
    [1710,2012,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",910,2442,3352,0.2714797136038186,0.7285202863961814],
    [1711,2012,"PA Suburban Counties Subregion","Home improvement","Non-White",114,108,222,0.5135135135135135,0.4864864864864865],
    [1712,2012,"PA Suburban Counties Subregion","Home improvement","White",833,2396,3229,0.2579746051409105,0.7420253948590895],
    [1713,2012,"PA Suburban Counties Subregion","Home purchase","Asian",96,638,734,0.1307901907356948,0.8692098092643051],
    [1714,2012,"PA Suburban Counties Subregion","Home purchase","Black",73,225,298,0.24496644295302014,0.7550335570469798],
    [1715,2012,"PA Suburban Counties Subregion","Home purchase","Female",344,2192,2536,0.13564668769716087,0.8643533123028391],
    [1716,2012,"PA Suburban Counties Subregion","Home purchase","Latinx",40,201,241,0.16597510373443983,0.8340248962655602],
    [1717,2012,"PA Suburban Counties Subregion","Home purchase","Male",974,8750,9724,0.10016454134101192,0.8998354586589881],
    [1718,2012,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1146,10222,11368,0.10080928923293456,0.8991907107670655],
    [1719,2012,"PA Suburban Counties Subregion","Home purchase","Non-White",176,893,1069,0.1646398503274088,0.8353601496725912],
    [1720,2012,"PA Suburban Counties Subregion","Home purchase","White",1007,9516,10523,0.09569514397035066,0.9043048560296494],
    [1721,2012,"PA Suburban Counties Subregion","Refinancing","Asian",489,1918,2407,0.20315745741587038,0.7968425425841297],
    [1722,2012,"PA Suburban Counties Subregion","Refinancing","Black",323,708,1031,0.31328806983511154,0.6867119301648884],
    [1723,2012,"PA Suburban Counties Subregion","Refinancing","Female",1798,7054,8852,0.20311793944871215,0.7968820605512879],
    [1724,2012,"PA Suburban Counties Subregion","Refinancing","Latinx",173,555,728,0.23763736263736263,0.7623626373626373],
    [1725,2012,"PA Suburban Counties Subregion","Refinancing","Male",7367,37236,44603,0.16516826222451406,0.8348317377754859],
    [1726,2012,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",8397,41647,50044,0.16779234273839022,0.8322076572616098],
    [1727,2012,"PA Suburban Counties Subregion","Refinancing","Non-White",856,2741,3597,0.23797609118710036,0.7620239088128996],
    [1728,2012,"PA Suburban Counties Subregion","Refinancing","White",7709,39501,47210,0.16329167549248041,0.8367083245075196],
    [1729,2013,"PA Suburban Counties Subregion","All","Asian",493,1996,2489,0.1980715146645239,0.8019284853354761],
    [1730,2013,"PA Suburban Counties Subregion","All","Black",450,890,1340,0.3358208955223881,0.664179104477612],
    [1731,2013,"PA Suburban Counties Subregion","All","Female",2080,8097,10177,0.20438243097179914,0.7956175690282008],
    [1732,2013,"PA Suburban Counties Subregion","All","Latinx",257,742,999,0.25725725725725723,0.7427427427427428],
    [1733,2013,"PA Suburban Counties Subregion","All","Male",7106,36244,43350,0.16392156862745097,0.836078431372549],
    [1734,2013,"PA Suburban Counties Subregion","All","Non-Latinx",8347,41513,49860,0.16740874448455675,0.8325912555154432],
    [1735,2013,"PA Suburban Counties Subregion","All","Non-White",998,3011,4009,0.24893988525816912,0.7510601147418309],
    [1736,2013,"PA Suburban Counties Subregion","All","White",7580,39328,46908,0.16159290526136266,0.8384070947386373],
    [1737,2013,"PA Suburban Counties Subregion","Home improvement","Asian",45,47,92,0.4891304347826087,0.5108695652173914],
    [1738,2013,"PA Suburban Counties Subregion","Home improvement","Black",61,52,113,0.5398230088495575,0.46017699115044247],
    [1739,2013,"PA Suburban Counties Subregion","Home improvement","Female",338,651,989,0.3417593528816987,0.6582406471183013],
    [1740,2013,"PA Suburban Counties Subregion","Home improvement","Latinx",27,43,70,0.38571428571428573,0.6142857142857143],
    [1741,2013,"PA Suburban Counties Subregion","Home improvement","Male",614,1941,2555,0.24031311154598825,0.7596868884540118],
    [1742,2013,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",877,2407,3284,0.26705237515225333,0.7329476248477467],
    [1743,2013,"PA Suburban Counties Subregion","Home improvement","Non-White",113,106,219,0.5159817351598174,0.4840182648401826],
    [1744,2013,"PA Suburban Counties Subregion","Home improvement","White",804,2369,3173,0.2533879609202647,0.7466120390797353],
    [1745,2013,"PA Suburban Counties Subregion","Home purchase","Asian",128,799,927,0.13807982740021574,0.8619201725997843],
    [1746,2013,"PA Suburban Counties Subregion","Home purchase","Black",72,256,328,0.21951219512195122,0.7804878048780488],
    [1747,2013,"PA Suburban Counties Subregion","Home purchase","Female",298,2389,2687,0.11090435429847413,0.8890956457015259],
    [1748,2013,"PA Suburban Counties Subregion","Home purchase","Latinx",54,233,287,0.18815331010452963,0.8118466898954704],
    [1749,2013,"PA Suburban Counties Subregion","Home purchase","Male",1017,9895,10912,0.09320014662756598,0.9067998533724341],
    [1750,2013,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1160,11562,12722,0.09118063197610439,0.9088193680238956],
    [1751,2013,"PA Suburban Counties Subregion","Home purchase","Non-White",214,1084,1298,0.16486902927580893,0.8351309707241911],
    [1752,2013,"PA Suburban Counties Subregion","Home purchase","White",1005,10704,11709,0.08583141173456316,0.9141685882654369],
    [1753,2013,"PA Suburban Counties Subregion","Refinancing","Asian",320,1150,1470,0.21768707482993196,0.782312925170068],
    [1754,2013,"PA Suburban Counties Subregion","Refinancing","Black",317,582,899,0.3526140155728587,0.6473859844271412],
    [1755,2013,"PA Suburban Counties Subregion","Refinancing","Female",1444,5057,6501,0.22211967389632364,0.7778803261036764],
    [1756,2013,"PA Suburban Counties Subregion","Refinancing","Latinx",176,466,642,0.27414330218068533,0.7258566978193146],
    [1757,2013,"PA Suburban Counties Subregion","Refinancing","Male",5475,24408,29883,0.1832145366931031,0.8167854633068969],
    [1758,2013,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",6310,27544,33854,0.1863886099131565,0.8136113900868435],
    [1759,2013,"PA Suburban Counties Subregion","Refinancing","Non-White",671,1821,2492,0.26926163723916535,0.7307383627608347],
    [1760,2013,"PA Suburban Counties Subregion","Refinancing","White",5771,26255,32026,0.180197339661525,0.819802660338475],
    [1761,2014,"PA Suburban Counties Subregion","All","Asian",302,1247,1549,0.1949644932214332,0.8050355067785668],
    [1762,2014,"PA Suburban Counties Subregion","All","Black",369,623,992,0.3719758064516129,0.6280241935483871],
    [1763,2014,"PA Suburban Counties Subregion","All","Female",1482,5029,6511,0.22761480571340809,0.7723851942865919],
    [1764,2014,"PA Suburban Counties Subregion","All","Latinx",148,459,607,0.24382207578253706,0.7561779242174629],
    [1765,2014,"PA Suburban Counties Subregion","All","Male",4190,19388,23578,0.17770803291203666,0.8222919670879634],
    [1766,2014,"PA Suburban Counties Subregion","All","Non-Latinx",5151,22897,28048,0.18364945807187677,0.8163505419281232],
    [1767,2014,"PA Suburban Counties Subregion","All","Non-White",723,1953,2676,0.2701793721973094,0.7298206278026906],
    [1768,2014,"PA Suburban Counties Subregion","All","White",4542,21384,25926,0.17519092802591993,0.82480907197408],
    [1769,2014,"PA Suburban Counties Subregion","Home improvement","Asian",43,43,86,0.5,0.5],
    [1770,2014,"PA Suburban Counties Subregion","Home improvement","Black",77,47,124,0.6209677419354839,0.3790322580645161],
    [1771,2014,"PA Suburban Counties Subregion","Home improvement","Female",339,649,988,0.3431174089068826,0.6568825910931174],
    [1772,2014,"PA Suburban Counties Subregion","Home improvement","Latinx",23,41,64,0.359375,0.640625],
    [1773,2014,"PA Suburban Counties Subregion","Home improvement","Male",596,1692,2288,0.26048951048951047,0.7395104895104895],
    [1774,2014,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",855,2157,3012,0.28386454183266935,0.7161354581673307],
    [1775,2014,"PA Suburban Counties Subregion","Home improvement","Non-White",129,104,233,0.5536480686695279,0.44635193133047213],
    [1776,2014,"PA Suburban Counties Subregion","Home improvement","White",753,2129,2882,0.26127689104788343,0.7387231089521166],
    [1777,2014,"PA Suburban Counties Subregion","Home purchase","Asian",97,828,925,0.10486486486486486,0.8951351351351351],
    [1778,2014,"PA Suburban Counties Subregion","Home purchase","Black",67,311,378,0.17724867724867724,0.8227513227513228],
    [1779,2014,"PA Suburban Counties Subregion","Home purchase","Female",276,2347,2623,0.10522302706824246,0.8947769729317575],
    [1780,2014,"PA Suburban Counties Subregion","Home purchase","Latinx",40,258,298,0.1342281879194631,0.8657718120805369],
    [1781,2014,"PA Suburban Counties Subregion","Home purchase","Male",894,9775,10669,0.08379417002530697,0.916205829974693],
    [1782,2014,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1059,11420,12479,0.08486256911611507,0.9151374308838849],
    [1783,2014,"PA Suburban Counties Subregion","Home purchase","Non-White",177,1179,1356,0.13053097345132744,0.8694690265486725],
    [1784,2014,"PA Suburban Counties Subregion","Home purchase","White",920,10482,11402,0.08068759866690055,0.9193124013330994],
    [1785,2014,"PA Suburban Counties Subregion","Refinancing","Asian",162,376,538,0.30111524163568776,0.6988847583643123],
    [1786,2014,"PA Suburban Counties Subregion","Refinancing","Black",225,265,490,0.45918367346938777,0.5408163265306123],
    [1787,2014,"PA Suburban Counties Subregion","Refinancing","Female",867,2033,2900,0.2989655172413793,0.7010344827586207],
    [1788,2014,"PA Suburban Counties Subregion","Refinancing","Latinx",85,160,245,0.3469387755102041,0.6530612244897959],
    [1789,2014,"PA Suburban Counties Subregion","Refinancing","Male",2700,7921,10621,0.25421335090857733,0.7457866490914227],
    [1790,2014,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",3237,9320,12557,0.25778450266783465,0.7422154973321653],
    [1791,2014,"PA Suburban Counties Subregion","Refinancing","Non-White",417,670,1087,0.38362465501379944,0.6163753449862005],
    [1792,2014,"PA Suburban Counties Subregion","Refinancing","White",2869,8773,11642,0.24643532039168528,0.7535646796083147],
    [1793,2015,"PA Suburban Counties Subregion","All","Asian",300,1610,1910,0.15706806282722513,0.8429319371727748],
    [1794,2015,"PA Suburban Counties Subregion","All","Black",390,747,1137,0.34300791556728233,0.6569920844327177],
    [1795,2015,"PA Suburban Counties Subregion","All","Female",1533,6200,7733,0.1982413035044614,0.8017586964955385],
    [1796,2015,"PA Suburban Counties Subregion","All","Latinx",161,535,696,0.23132183908045978,0.7686781609195402],
    [1797,2015,"PA Suburban Counties Subregion","All","Male",4536,23661,28197,0.16086817746568785,0.8391318225343122],
    [1798,2015,"PA Suburban Counties Subregion","All","Non-Latinx",5479,27982,33461,0.16374286482770986,0.8362571351722902],
    [1799,2015,"PA Suburban Counties Subregion","All","Non-White",741,2485,3226,0.2296962182269064,0.7703037817730937],
    [1800,2015,"PA Suburban Counties Subregion","All","White",4860,25935,30795,0.15781782756941062,0.8421821724305893],
    [1801,2015,"PA Suburban Counties Subregion","Home improvement","Asian",37,69,106,0.3490566037735849,0.6509433962264151],
    [1802,2015,"PA Suburban Counties Subregion","Home improvement","Black",60,48,108,0.5555555555555556,0.4444444444444444],
    [1803,2015,"PA Suburban Counties Subregion","Home improvement","Female",329,703,1032,0.3187984496124031,0.6812015503875969],
    [1804,2015,"PA Suburban Counties Subregion","Home improvement","Latinx",13,51,64,0.203125,0.796875],
    [1805,2015,"PA Suburban Counties Subregion","Home improvement","Male",554,1843,2397,0.23112223612849395,0.7688777638715061],
    [1806,2015,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",790,2372,3162,0.24984187223276408,0.7501581277672359],
    [1807,2015,"PA Suburban Counties Subregion","Home improvement","Non-White",106,126,232,0.45689655172413796,0.5431034482758621],
    [1808,2015,"PA Suburban Counties Subregion","Home improvement","White",696,2318,3014,0.2309223623092236,0.7690776376907764],
    [1809,2015,"PA Suburban Counties Subregion","Home purchase","Asian",81,915,996,0.08132530120481928,0.9186746987951807],
    [1810,2015,"PA Suburban Counties Subregion","Home purchase","Black",62,371,433,0.14318706697459585,0.8568129330254042],
    [1811,2015,"PA Suburban Counties Subregion","Home purchase","Female",245,2835,3080,0.07954545454545454,0.9204545454545454],
    [1812,2015,"PA Suburban Counties Subregion","Home purchase","Latinx",39,269,308,0.1266233766233766,0.8733766233766234],
    [1813,2015,"PA Suburban Counties Subregion","Home purchase","Male",787,10237,11024,0.07138969521044992,0.9286103047895501],
    [1814,2015,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",917,12247,13164,0.06965967790945002,0.93034032209055],
    [1815,2015,"PA Suburban Counties Subregion","Home purchase","Non-White",151,1336,1487,0.101546738399462,0.898453261600538],
    [1816,2015,"PA Suburban Counties Subregion","Home purchase","White",805,11115,11920,0.06753355704697987,0.9324664429530202],
    [1817,2015,"PA Suburban Counties Subregion","Refinancing","Asian",182,626,808,0.22524752475247525,0.7747524752475248],
    [1818,2015,"PA Suburban Counties Subregion","Refinancing","Black",268,328,596,0.44966442953020136,0.5503355704697986],
    [1819,2015,"PA Suburban Counties Subregion","Refinancing","Female",959,2662,3621,0.2648439657553162,0.7351560342446838],
    [1820,2015,"PA Suburban Counties Subregion","Refinancing","Latinx",109,215,324,0.33641975308641975,0.6635802469135802],
    [1821,2015,"PA Suburban Counties Subregion","Refinancing","Male",3195,11581,14776,0.21622902003248512,0.7837709799675149],
    [1822,2015,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",3772,13363,17135,0.22013422818791947,0.7798657718120805],
    [1823,2015,"PA Suburban Counties Subregion","Refinancing","Non-White",484,1023,1507,0.32116788321167883,0.6788321167883211],
    [1824,2015,"PA Suburban Counties Subregion","Refinancing","White",3359,12502,15861,0.21177731542777883,0.7882226845722212],
    [1825,2016,"PA Suburban Counties Subregion","All","Asian",352,1775,2127,0.16549130230371414,0.8345086976962859],
    [1826,2016,"PA Suburban Counties Subregion","All","Black",431,871,1302,0.33102918586789554,0.6689708141321045],
    [1827,2016,"PA Suburban Counties Subregion","All","Female",1730,6923,8653,0.1999306598867445,0.8000693401132555],
    [1828,2016,"PA Suburban Counties Subregion","All","Latinx",223,644,867,0.25720876585928487,0.7427912341407151],
    [1829,2016,"PA Suburban Counties Subregion","All","Male",4893,25284,30177,0.16214335421016005,0.83785664578984],
    [1830,2016,"PA Suburban Counties Subregion","All","Non-Latinx",6056,29986,36042,0.1680261916652794,0.8319738083347206],
    [1831,2016,"PA Suburban Counties Subregion","All","Non-White",835,2773,3608,0.23143015521064303,0.768569844789357],
    [1832,2016,"PA Suburban Counties Subregion","All","White",5354,27746,33100,0.1617522658610272,0.8382477341389728],
    [1833,2016,"PA Suburban Counties Subregion","Home improvement","Asian",21,67,88,0.23863636363636365,0.7613636363636364],
    [1834,2016,"PA Suburban Counties Subregion","Home improvement","Black",69,57,126,0.5476190476190477,0.4523809523809524],
    [1835,2016,"PA Suburban Counties Subregion","Home improvement","Female",270,789,1059,0.254957507082153,0.7450424929178471],
    [1836,2016,"PA Suburban Counties Subregion","Home improvement","Latinx",34,53,87,0.39080459770114945,0.6091954022988506],
    [1837,2016,"PA Suburban Counties Subregion","Home improvement","Male",534,1996,2530,0.21106719367588933,0.7889328063241107],
    [1838,2016,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",733,2576,3309,0.22151707464490783,0.7784829253550922],
    [1839,2016,"PA Suburban Counties Subregion","Home improvement","Non-White",94,142,236,0.3983050847457627,0.6016949152542372],
    [1840,2016,"PA Suburban Counties Subregion","Home improvement","White",669,2525,3194,0.20945522855353788,0.7905447714464621],
    [1841,2016,"PA Suburban Counties Subregion","Home purchase","Asian",132,990,1122,0.11764705882352941,0.8823529411764706],
    [1842,2016,"PA Suburban Counties Subregion","Home purchase","Black",110,458,568,0.1936619718309859,0.8063380281690141],
    [1843,2016,"PA Suburban Counties Subregion","Home purchase","Female",355,3173,3528,0.10062358276643991,0.8993764172335601],
    [1844,2016,"PA Suburban Counties Subregion","Home purchase","Latinx",56,366,422,0.13270142180094788,0.8672985781990521],
    [1845,2016,"PA Suburban Counties Subregion","Home purchase","Male",838,10702,11540,0.07261698440207973,0.9273830155979202],
    [1846,2016,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1067,12910,13977,0.07633970093725406,0.9236602990627459],
    [1847,2016,"PA Suburban Counties Subregion","Home purchase","Non-White",248,1494,1742,0.1423650975889782,0.8576349024110218],
    [1848,2016,"PA Suburban Counties Subregion","Home purchase","White",867,11700,12567,0.06899021246120793,0.931009787538792],
    [1849,2016,"PA Suburban Counties Subregion","Refinancing","Asian",199,718,917,0.21701199563794984,0.7829880043620502],
    [1850,2016,"PA Suburban Counties Subregion","Refinancing","Black",252,356,608,0.4144736842105263,0.5855263157894737],
    [1851,2016,"PA Suburban Counties Subregion","Refinancing","Female",1105,2961,4066,0.2717658632562715,0.7282341367437285],
    [1852,2016,"PA Suburban Counties Subregion","Refinancing","Latinx",133,225,358,0.3715083798882682,0.6284916201117319],
    [1853,2016,"PA Suburban Counties Subregion","Refinancing","Male",3521,12586,16107,0.2186006084311169,0.781399391568883],
    [1854,2016,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",4256,14500,18756,0.22691405416933247,0.7730859458306675],
    [1855,2016,"PA Suburban Counties Subregion","Refinancing","Non-White",493,1137,1630,0.3024539877300613,0.6975460122699386],
    [1856,2016,"PA Suburban Counties Subregion","Refinancing","White",3818,13521,17339,0.22019724320895093,0.779802756791049],
    [1857,2017,"PA Suburban Counties Subregion","All","Asian",257,1522,1779,0.14446318156267565,0.8555368184373243],
    [1858,2017,"PA Suburban Counties Subregion","All","Black",328,890,1218,0.26929392446633826,0.7307060755336617],
    [1859,2017,"PA Suburban Counties Subregion","All","Female",1293,6480,7773,0.16634504052489385,0.8336549594751061],
    [1860,2017,"PA Suburban Counties Subregion","All","Latinx",152,632,784,0.19387755102040816,0.8061224489795918],
    [1861,2017,"PA Suburban Counties Subregion","All","Male",3336,20100,23436,0.14234511008704556,0.8576548899129545],
    [1862,2017,"PA Suburban Counties Subregion","All","Non-Latinx",4154,24478,28632,0.14508242525845208,0.854917574741548],
    [1863,2017,"PA Suburban Counties Subregion","All","Non-White",620,2530,3150,0.19682539682539682,0.8031746031746032],
    [1864,2017,"PA Suburban Counties Subregion","All","White",3658,22486,26144,0.13991738066095472,0.8600826193390453],
    [1865,2017,"PA Suburban Counties Subregion","Home improvement","Asian",26,64,90,0.28888888888888886,0.7111111111111111],
    [1866,2017,"PA Suburban Counties Subregion","Home improvement","Black",55,56,111,0.4954954954954955,0.5045045045045045],
    [1867,2017,"PA Suburban Counties Subregion","Home improvement","Female",238,724,962,0.24740124740124741,0.7525987525987526],
    [1868,2017,"PA Suburban Counties Subregion","Home improvement","Latinx",30,50,80,0.375,0.625],
    [1869,2017,"PA Suburban Counties Subregion","Home improvement","Male",486,1730,2216,0.21931407942238268,0.7806859205776173],
    [1870,2017,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",656,2251,2907,0.2256621947024424,0.7743378052975576],
    [1871,2017,"PA Suburban Counties Subregion","Home improvement","Non-White",93,133,226,0.41150442477876104,0.588495575221239],
    [1872,2017,"PA Suburban Counties Subregion","Home improvement","White",587,2195,2782,0.21099928109273905,0.789000718907261],
    [1873,2017,"PA Suburban Counties Subregion","Home purchase","Asian",127,1168,1295,0.09806949806949807,0.901930501930502],
    [1874,2017,"PA Suburban Counties Subregion","Home purchase","Black",89,530,619,0.14378029079159935,0.8562197092084006],
    [1875,2017,"PA Suburban Counties Subregion","Home purchase","Female",362,3635,3997,0.09056792594445834,0.9094320740555416],
    [1876,2017,"PA Suburban Counties Subregion","Home purchase","Latinx",60,409,469,0.1279317697228145,0.8720682302771855],
    [1877,2017,"PA Suburban Counties Subregion","Home purchase","Male",849,11155,12004,0.07072642452515827,0.9292735754748417],
    [1878,2017,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",1077,13678,14755,0.07299220603185361,0.9270077939681464],
    [1879,2017,"PA Suburban Counties Subregion","Home purchase","Non-White",221,1760,1981,0.11155981827359919,0.8884401817264008],
    [1880,2017,"PA Suburban Counties Subregion","Home purchase","White",905,12244,13149,0.06882652673207088,0.9311734732679291],
    [1881,2017,"PA Suburban Counties Subregion","Refinancing","Asian",104,290,394,0.2639593908629442,0.7360406091370558],
    [1882,2017,"PA Suburban Counties Subregion","Refinancing","Black",184,304,488,0.3770491803278688,0.6229508196721312],
    [1883,2017,"PA Suburban Counties Subregion","Refinancing","Female",693,2121,2814,0.2462686567164179,0.753731343283582],
    [1884,2017,"PA Suburban Counties Subregion","Refinancing","Latinx",62,173,235,0.26382978723404255,0.7361702127659574],
    [1885,2017,"PA Suburban Counties Subregion","Refinancing","Male",2001,7215,9216,0.21712239583333334,0.7828776041666666],
    [1886,2017,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",2421,8549,10970,0.22069279854147675,0.7793072014585233],
    [1887,2017,"PA Suburban Counties Subregion","Refinancing","Non-White",306,637,943,0.3244962884411453,0.6755037115588547],
    [1888,2017,"PA Suburban Counties Subregion","Refinancing","White",2166,8047,10213,0.21208263977283853,0.7879173602271614],
    [1889,2018,"PA Suburban Counties Subregion","All","Asian",1064,3391,4455,0.2388327721661055,0.7611672278338945],
    [1890,2018,"PA Suburban Counties Subregion","All","Black",1579,2812,4391,0.3595991801411979,0.6404008198588022],
    [1891,2018,"PA Suburban Counties Subregion","All","Female",4048,11547,15595,0.25957037512023085,0.7404296248797692],
    [1892,2018,"PA Suburban Counties Subregion","All","Latinx",579,1362,1941,0.2982998454404946,0.7017001545595054],
    [1893,2018,"PA Suburban Counties Subregion","All","Male",5819,16569,22388,0.2599160264427372,0.7400839735572629],
    [1894,2018,"PA Suburban Counties Subregion","All","Non-Latinx",13916,50344,64260,0.21655773420479302,0.7834422657952069],
    [1895,2018,"PA Suburban Counties Subregion","All","Non-White",2823,6422,9245,0.30535424553812873,0.6946457544618713],
    [1896,2018,"PA Suburban Counties Subregion","All","White",11745,45420,57165,0.20545788506953555,0.7945421149304644],
    [1897,2018,"PA Suburban Counties Subregion","Home improvement","Asian",339,282,621,0.5458937198067633,0.45410628019323673],
    [1898,2018,"PA Suburban Counties Subregion","Home improvement","Black",401,231,632,0.634493670886076,0.36550632911392406],
    [1899,2018,"PA Suburban Counties Subregion","Home improvement","Female",1207,1462,2669,0.45222929936305734,0.5477707006369427],
    [1900,2018,"PA Suburban Counties Subregion","Home improvement","Latinx",173,100,273,0.6336996336996337,0.3663003663003663],
    [1901,2018,"PA Suburban Counties Subregion","Home improvement","Male",1677,1950,3627,0.46236559139784944,0.5376344086021505],
    [1902,2018,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",4066,6747,10813,0.3760288541570332,0.6239711458429668],
    [1903,2018,"PA Suburban Counties Subregion","Home improvement","Non-White",808,552,1360,0.5941176470588235,0.40588235294117647],
    [1904,2018,"PA Suburban Counties Subregion","Home improvement","White",3475,6384,9859,0.352469824525814,0.647530175474186],
    [1905,2018,"PA Suburban Counties Subregion","Home purchase","Asian",334,2451,2785,0.1199281867145422,0.8800718132854578],
    [1906,2018,"PA Suburban Counties Subregion","Home purchase","Black",432,1885,2317,0.1864479930945188,0.8135520069054812],
    [1907,2018,"PA Suburban Counties Subregion","Home purchase","Female",785,6346,7131,0.11008273734399103,0.889917262656009],
    [1908,2018,"PA Suburban Counties Subregion","Home purchase","Latinx",164,925,1089,0.15059687786960516,0.8494031221303948],
    [1909,2018,"PA Suburban Counties Subregion","Home purchase","Male",1166,9564,10730,0.10866728797763281,0.8913327120223672],
    [1910,2018,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",2562,26708,29270,0.08752989408951145,0.9124701059104886],
    [1911,2018,"PA Suburban Counties Subregion","Home purchase","Non-White",795,4441,5236,0.15183346065699008,0.8481665393430099],
    [1912,2018,"PA Suburban Counties Subregion","Home purchase","White",1964,23120,25084,0.07829692234093447,0.9217030776590656],
    [1913,2018,"PA Suburban Counties Subregion","Refinancing","Asian",391,658,1049,0.37273593898951385,0.6272640610104862],
    [1914,2018,"PA Suburban Counties Subregion","Refinancing","Black",746,696,1442,0.5173370319001387,0.4826629680998613],
    [1915,2018,"PA Suburban Counties Subregion","Refinancing","Female",2056,3739,5795,0.3547886108714409,0.6452113891285591],
    [1916,2018,"PA Suburban Counties Subregion","Refinancing","Latinx",242,337,579,0.41796200345423146,0.5820379965457686],
    [1917,2018,"PA Suburban Counties Subregion","Refinancing","Male",2976,5055,8031,0.3705640642510273,0.6294359357489727],
    [1918,2018,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",7288,16889,24177,0.30144352070149316,0.6985564792985068],
    [1919,2018,"PA Suburban Counties Subregion","Refinancing","Non-White",1220,1429,2649,0.46055115137787844,0.5394488486221215],
    [1920,2018,"PA Suburban Counties Subregion","Refinancing","White",6306,15916,22222,0.2837728377283773,0.7162271622716228],
    [1921,2019,"PA Suburban Counties Subregion","All","Asian",1098,4260,5358,0.20492721164613661,0.7950727883538634],
    [1922,2019,"PA Suburban Counties Subregion","All","Black",1544,3472,5016,0.3078149920255183,0.6921850079744817],
    [1923,2019,"PA Suburban Counties Subregion","All","Female",3761,13208,16969,0.22163946019211503,0.778360539807885],
    [1924,2019,"PA Suburban Counties Subregion","All","Latinx",578,1505,2083,0.2774843975036006,0.7225156024963995],
    [1925,2019,"PA Suburban Counties Subregion","All","Male",5825,20928,26753,0.21773259073748738,0.7822674092625126],
    [1926,2019,"PA Suburban Counties Subregion","All","Non-Latinx",13279,60075,73354,0.1810262562368787,0.8189737437631213],
    [1927,2019,"PA Suburban Counties Subregion","All","Non-White",2798,7944,10742,0.2604729100726122,0.7395270899273878],
    [1928,2019,"PA Suburban Counties Subregion","All","White",11131,53711,64842,0.1716634280250455,0.8283365719749545],
    [1929,2019,"PA Suburban Counties Subregion","Home improvement","Asian",334,267,601,0.5557404326123128,0.4442595673876872],
    [1930,2019,"PA Suburban Counties Subregion","Home improvement","Black",443,270,713,0.6213183730715287,0.37868162692847124],
    [1931,2019,"PA Suburban Counties Subregion","Home improvement","Female",1126,1306,2432,0.4629934210526316,0.5370065789473685],
    [1932,2019,"PA Suburban Counties Subregion","Home improvement","Latinx",154,94,248,0.6209677419354839,0.3790322580645161],
    [1933,2019,"PA Suburban Counties Subregion","Home improvement","Male",1643,1954,3597,0.45676953016402555,0.5432304698359744],
    [1934,2019,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",3752,6295,10047,0.37344480939583957,0.6265551906041604],
    [1935,2019,"PA Suburban Counties Subregion","Home improvement","Non-White",840,565,1405,0.597864768683274,0.40213523131672596],
    [1936,2019,"PA Suburban Counties Subregion","Home improvement","White",3119,5840,8959,0.3481415336533095,0.6518584663466904],
    [1937,2019,"PA Suburban Counties Subregion","Home purchase","Asian",291,2475,2766,0.1052060737527115,0.8947939262472885],
    [1938,2019,"PA Suburban Counties Subregion","Home purchase","Black",376,2127,2503,0.1502197363164203,0.8497802636835797],
    [1939,2019,"PA Suburban Counties Subregion","Home purchase","Female",682,6598,7280,0.09368131868131868,0.9063186813186813],
    [1940,2019,"PA Suburban Counties Subregion","Home purchase","Latinx",149,966,1115,0.1336322869955157,0.8663677130044843],
    [1941,2019,"PA Suburban Counties Subregion","Home purchase","Male",1075,10242,11317,0.0949898382963683,0.9050101617036317],
    [1942,2019,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",2254,27098,29352,0.07679204142818206,0.9232079585718179],
    [1943,2019,"PA Suburban Counties Subregion","Home purchase","Non-White",688,4702,5390,0.12764378478664193,0.872356215213358],
    [1944,2019,"PA Suburban Counties Subregion","Home purchase","White",1752,23380,25132,0.06971192105681999,0.93028807894318],
    [1945,2019,"PA Suburban Counties Subregion","Refinancing","Asian",473,1518,1991,0.23756906077348067,0.7624309392265194],
    [1946,2019,"PA Suburban Counties Subregion","Refinancing","Black",725,1075,1800,0.4027777777777778,0.5972222222222222],
    [1947,2019,"PA Suburban Counties Subregion","Refinancing","Female",1953,5304,7257,0.2691194708557255,0.7308805291442745],
    [1948,2019,"PA Suburban Counties Subregion","Refinancing","Latinx",275,445,720,0.3819444444444444,0.6180555555555556],
    [1949,2019,"PA Suburban Counties Subregion","Refinancing","Male",3107,8732,11839,0.26243770588732157,0.7375622941126785],
    [1950,2019,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",7273,26682,33955,0.21419525843027537,0.7858047415697247],
    [1951,2019,"PA Suburban Counties Subregion","Refinancing","Non-White",1270,2677,3947,0.3217633645806942,0.6782366354193058],
    [1952,2019,"PA Suburban Counties Subregion","Refinancing","White",6260,24491,30751,0.2035706155897369,0.7964293844102631],
    [1953,2020,"PA Suburban Counties Subregion","All","Asian",1395,8244,9639,0.14472455648926238,0.8552754435107376],
    [1954,2020,"PA Suburban Counties Subregion","All","Black",1604,4494,6098,0.2630370613315841,0.7369629386684159],
    [1955,2020,"PA Suburban Counties Subregion","All","Female",4221,20861,25082,0.1682880153097839,0.8317119846902161],
    [1956,2020,"PA Suburban Counties Subregion","All","Latinx",626,2332,2958,0.2116294793779581,0.7883705206220419],
    [1957,2020,"PA Suburban Counties Subregion","All","Male",6588,34295,40883,0.16114277327984736,0.8388572267201526],
    [1958,2020,"PA Suburban Counties Subregion","All","Non-Latinx",15182,99042,114224,0.1329142737078022,0.8670857262921978],
    [1959,2020,"PA Suburban Counties Subregion","All","Non-White",3135,13086,16221,0.1932679859441465,0.8067320140558535],
    [1960,2020,"PA Suburban Counties Subregion","All","White",12898,88985,101883,0.12659619367313488,0.8734038063268651],
    [1961,2020,"PA Suburban Counties Subregion","Home improvement","Asian",207,226,433,0.4780600461893764,0.5219399538106235],
    [1962,2020,"PA Suburban Counties Subregion","Home improvement","Black",287,187,474,0.6054852320675106,0.39451476793248946],
    [1963,2020,"PA Suburban Counties Subregion","Home improvement","Female",805,1059,1864,0.43186695278969955,0.5681330472103004],
    [1964,2020,"PA Suburban Counties Subregion","Home improvement","Latinx",117,100,217,0.5391705069124424,0.4608294930875576],
    [1965,2020,"PA Suburban Counties Subregion","Home improvement","Male",1150,1663,2813,0.4088162104514753,0.5911837895485247],
    [1966,2020,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",2688,5347,8035,0.33453640323584316,0.6654635967641568],
    [1967,2020,"PA Suburban Counties Subregion","Home improvement","Non-White",532,439,971,0.5478887744593203,0.45211122554067973],
    [1968,2020,"PA Suburban Counties Subregion","Home improvement","White",2339,5099,7438,0.31446625436945413,0.6855337456305458],
    [1969,2020,"PA Suburban Counties Subregion","Home purchase","Asian",298,2677,2975,0.10016806722689076,0.8998319327731092],
    [1970,2020,"PA Suburban Counties Subregion","Home purchase","Black",436,2218,2654,0.16428033157498115,0.8357196684250189],
    [1971,2020,"PA Suburban Counties Subregion","Home purchase","Female",798,7204,8002,0.0997250687328168,0.9002749312671832],
    [1972,2020,"PA Suburban Counties Subregion","Home purchase","Latinx",182,1081,1263,0.14410134600158353,0.8558986539984165],
    [1973,2020,"PA Suburban Counties Subregion","Home purchase","Male",1041,10697,11738,0.08868631794172772,0.9113136820582722],
    [1974,2020,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",2290,27976,30266,0.07566245952554021,0.9243375404744598],
    [1975,2020,"PA Suburban Counties Subregion","Home purchase","Non-White",766,5034,5800,0.13206896551724137,0.8679310344827587],
    [1976,2020,"PA Suburban Counties Subregion","Home purchase","White",1708,23997,25705,0.06644621668936004,0.93355378331064],
    [1977,2020,"PA Suburban Counties Subregion","Refinancing","Asian",890,5341,6231,0.14283421601669075,0.8571657839833092],
    [1978,2020,"PA Suburban Counties Subregion","Refinancing","Black",881,2089,2970,0.29663299663299664,0.7033670033670034],
    [1979,2020,"PA Suburban Counties Subregion","Refinancing","Female",2618,12598,15216,0.17205573080967404,0.8279442691903259],
    [1980,2020,"PA Suburban Counties Subregion","Refinancing","Latinx",327,1151,1478,0.22124492557510148,0.7787550744248986],
    [1981,2020,"PA Suburban Counties Subregion","Refinancing","Male",4397,21935,26332,0.16698313838675377,0.8330168616132463],
    [1982,2020,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",10204,65719,75923,0.13439932563254878,0.8656006743674513],
    [1983,2020,"PA Suburban Counties Subregion","Refinancing","Non-White",1837,7613,9450,0.1943915343915344,0.8056084656084657],
    [1984,2020,"PA Suburban Counties Subregion","Refinancing","White",8851,59889,68740,0.12876054698865289,0.8712394530113471],
    [1985,2021,"PA Suburban Counties Subregion","All","Asian",1324,8506,9830,0.13468972533062054,0.8653102746693795],
    [1986,2021,"PA Suburban Counties Subregion","All","Black",2058,6052,8110,0.25376078914919853,0.7462392108508015],
    [1987,2021,"PA Suburban Counties Subregion","All","Female",4853,23774,28627,0.1695252733433472,0.8304747266566528],
    [1988,2021,"PA Suburban Counties Subregion","All","Latinx",790,2986,3776,0.20921610169491525,0.7907838983050848],
    [1989,2021,"PA Suburban Counties Subregion","All","Male",6984,36269,43253,0.1614685686541974,0.8385314313458027],
    [1990,2021,"PA Suburban Counties Subregion","All","Non-Latinx",15442,102074,117516,0.13140338336907315,0.8685966166309268],
    [1991,2021,"PA Suburban Counties Subregion","All","Non-White",3560,14965,18525,0.1921727395411606,0.8078272604588395],
    [1992,2021,"PA Suburban Counties Subregion","All","White",12688,90140,102828,0.12339051620181274,0.8766094837981873],
    [1993,2021,"PA Suburban Counties Subregion","Home improvement","Asian",257,340,597,0.4304857621440536,0.5695142378559463],
    [1994,2021,"PA Suburban Counties Subregion","Home improvement","Black",417,299,716,0.5824022346368715,0.4175977653631285],
    [1995,2021,"PA Suburban Counties Subregion","Home improvement","Female",975,1403,2378,0.4100084104289319,0.5899915895710681],
    [1996,2021,"PA Suburban Counties Subregion","Home improvement","Latinx",141,125,266,0.5300751879699248,0.4699248120300752],
    [1997,2021,"PA Suburban Counties Subregion","Home improvement","Male",1315,2189,3504,0.3752853881278539,0.6247146118721462],
    [1998,2021,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",3071,6762,9833,0.3123156717176854,0.6876843282823146],
    [1999,2021,"PA Suburban Counties Subregion","Home improvement","Non-White",726,669,1395,0.5204301075268817,0.47956989247311826],
    [2000,2021,"PA Suburban Counties Subregion","Home improvement","White",2497,6271,8768,0.28478558394160586,0.7152144160583942],
    [2001,2021,"PA Suburban Counties Subregion","Home purchase","Asian",318,3652,3970,0.0801007556675063,0.9198992443324937],
    [2002,2021,"PA Suburban Counties Subregion","Home purchase","Black",515,2895,3410,0.15102639296187684,0.8489736070381232],
    [2003,2021,"PA Suburban Counties Subregion","Home purchase","Female",819,8060,8879,0.09224011713030747,0.9077598828696926],
    [2004,2021,"PA Suburban Counties Subregion","Home purchase","Latinx",202,1393,1595,0.12664576802507838,0.8733542319749217],
    [2005,2021,"PA Suburban Counties Subregion","Home purchase","Male",1027,11830,12857,0.07987866531850354,0.9201213346814965],
    [2006,2021,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",2149,30819,32968,0.06518442125697646,0.9348155787430236],
    [2007,2021,"PA Suburban Counties Subregion","Home purchase","Non-White",862,6734,7596,0.11348077935755661,0.8865192206424434],
    [2008,2021,"PA Suburban Counties Subregion","Home purchase","White",1496,25344,26840,0.05573770491803279,0.9442622950819672],
    [2009,2021,"PA Suburban Counties Subregion","Refinancing","Asian",749,4514,5263,0.14231426942808284,0.8576857305719171],
    [2010,2021,"PA Suburban Counties Subregion","Refinancing","Black",1126,2858,3984,0.28263052208835343,0.7173694779116466],
    [2011,2021,"PA Suburban Counties Subregion","Refinancing","Female",3059,14311,17370,0.17610823258491654,0.8238917674150835],
    [2012,2021,"PA Suburban Counties Subregion","Refinancing","Latinx",447,1468,1915,0.23342036553524803,0.766579634464752],
    [2013,2021,"PA Suburban Counties Subregion","Refinancing","Male",4642,22250,26892,0.1726163914918935,0.8273836085081065],
    [2014,2021,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",10222,64493,74715,0.13681322358294853,0.8631867764170514],
    [2015,2021,"PA Suburban Counties Subregion","Refinancing","Non-White",1972,7562,9534,0.20683868260960772,0.7931613173903923],
    [2016,2021,"PA Suburban Counties Subregion","Refinancing","White",8695,58525,67220,0.12935138351681047,0.8706486164831895],
    [2017,2022,"PA Suburban Counties Subregion","All","Asian",986,4664,5650,0.1745132743362832,0.8254867256637168],
    [2018,2022,"PA Suburban Counties Subregion","All","Black",1925,3952,5877,0.3275480687425557,0.6724519312574443],
    [2019,2022,"PA Suburban Counties Subregion","All","Female",3841,13032,16873,0.2276417945830617,0.7723582054169383],
    [2020,2022,"PA Suburban Counties Subregion","All","Latinx",692,1905,2597,0.26646130150173275,0.7335386984982672],
    [2021,2022,"PA Suburban Counties Subregion","All","Male",5367,19115,24482,0.21922228576096725,0.7807777142390327],
    [2022,2022,"PA Suburban Counties Subregion","All","Non-Latinx",11241,53142,64383,0.1745957783887051,0.8254042216112949],
    [2023,2022,"PA Suburban Counties Subregion","All","Non-White",3044,8875,11919,0.25539055289873314,0.7446094471012669],
    [2024,2022,"PA Suburban Counties Subregion","All","White",8831,45947,54778,0.1612143561283727,0.8387856438716274],
    [2025,2022,"PA Suburban Counties Subregion","Home improvement","Asian",341,503,844,0.4040284360189573,0.5959715639810427],
    [2026,2022,"PA Suburban Counties Subregion","Home improvement","Black",596,478,1074,0.5549348230912476,0.4450651769087523],
    [2027,2022,"PA Suburban Counties Subregion","Home improvement","Female",1262,2036,3298,0.38265615524560337,0.6173438447543966],
    [2028,2022,"PA Suburban Counties Subregion","Home improvement","Latinx",227,248,475,0.47789473684210526,0.5221052631578947],
    [2029,2022,"PA Suburban Counties Subregion","Home improvement","Male",1729,3201,4930,0.350709939148073,0.649290060851927],
    [2030,2022,"PA Suburban Counties Subregion","Home improvement","Non-Latinx",3718,9522,13240,0.2808157099697885,0.7191842900302114],
    [2031,2022,"PA Suburban Counties Subregion","Home improvement","Non-White",990,1023,2013,0.4918032786885246,0.5081967213114754],
    [2032,2022,"PA Suburban Counties Subregion","Home improvement","White",2975,8839,11814,0.25181987472490264,0.7481801252750974],
    [2033,2022,"PA Suburban Counties Subregion","Home purchase","Asian",351,3279,3630,0.09669421487603305,0.903305785123967],
    [2034,2022,"PA Suburban Counties Subregion","Home purchase","Black",423,2156,2579,0.16401706087630866,0.8359829391236914],
    [2035,2022,"PA Suburban Counties Subregion","Home purchase","Female",773,6365,7138,0.10829363967497899,0.891706360325021],
    [2036,2022,"PA Suburban Counties Subregion","Home purchase","Latinx",210,1167,1377,0.15250544662309368,0.8474945533769063],
    [2037,2022,"PA Suburban Counties Subregion","Home purchase","Male",999,9267,10266,0.0973115137346581,0.9026884862653419],
    [2038,2022,"PA Suburban Counties Subregion","Home purchase","Non-Latinx",2016,24906,26922,0.0748829953198128,0.9251170046801872],
    [2039,2022,"PA Suburban Counties Subregion","Home purchase","Non-White",794,5576,6370,0.12464678178963894,0.875353218210361],
    [2040,2022,"PA Suburban Counties Subregion","Home purchase","White",1408,20209,21617,0.06513392237590784,0.9348660776240921],
    [2041,2022,"PA Suburban Counties Subregion","Refinancing","Asian",294,882,1176,0.25,0.75],
    [2042,2022,"PA Suburban Counties Subregion","Refinancing","Black",906,1318,2224,0.4073741007194245,0.5926258992805755],
    [2043,2022,"PA Suburban Counties Subregion","Refinancing","Female",1806,4631,6437,0.2805654808140438,0.7194345191859562],
    [2044,2022,"PA Suburban Counties Subregion","Refinancing","Latinx",255,490,745,0.3422818791946309,0.6577181208053692],
    [2045,2022,"PA Suburban Counties Subregion","Refinancing","Male",2639,6647,9286,0.2841912556536722,0.7158087443463278],
    [2046,2022,"PA Suburban Counties Subregion","Refinancing","Non-Latinx",5507,18714,24221,0.22736468353907766,0.7726353164609223],
    [2047,2022,"PA Suburban Counties Subregion","Refinancing","Non-White",1260,2276,3536,0.3563348416289593,0.6436651583710408],
    [2048,2022,"PA Suburban Counties Subregion","Refinancing","White",4448,16899,21347,0.20836651520119923,0.7916334847988008]
]}