Numark Credit Union 2017 HMDA loan application data provides key insights into its mortgage lending trends, applicant demographics, and loan distribution.
The Home Mortgage Disclosure Act (HMDA) requires lenders to report detailed loan application data, offering transparency into lending patterns.
The data reveals trends in average loan size, applicant income, and mortgage approval rates, helping consumers and analysts understand lending accessibility.
Below, explore a breakdown of loan applications by county, metro area, loan purpose, applicant race, loan type, and more.
Whether you're an industry professional, homebuyer, or researcher,
this information provides valuable insights into mortgage lending activity.
Scroll down to view the full dataset and analyze lending trends in greater detail.
Mortgage Company & Address | Numark Credit Union 1654 Terry Dr; P O Box 2729 Joliet, IL 60434 Tel #: available with data download |
Federal Regulator | * available with data download |
Years | 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 |
Total Number of Mortgage Applications | 988 |
Total Mortgage Loan Application Amount | $118,526,000 |
Average Mortgage Loan Application Amount | $132,666 |
Highest Mortgage Loan Application Amount | $480,000 |
Average Applicant Income | $75,333 |
Highest Applicant Income | $1,472,000 |
Explore comprehensive HMDA mortgage statistics and lending trends for 2017 with Numark Credit Union. Below, you'll find key insights into this lender's mortgage activity, including total loan applications, average mortgage amounts, highest application values, and income levels of top applicants. Whether you're analyzing Numark Credit Union's lending patterns or researching mortgage trends, these statistics provide valuable transparency into their loan activity.
Our HMDA dataset for 2017 breaks down Numark Credit Union's mortgage applications by loan purpose, applicant race, loan type, approval outcomes, and reasons for denial. These insights help homebuyers, financial analysts, and industry professionals assess borrower demographics and lending practices, offering a clearer view of how Numark Credit Union serves its applicants.
Each category highlights the total number of mortgage applications processed by Numark Credit Union, total loan amounts, average mortgage values, and the highest mortgage amounts recorded. You can also review borrower income trends, including the average and highest reported applicant incomes for loans issued by this lender. Whether you're evaluating lender performance, comparing mortgage approval rates, or exploring loan options, this HMDA-backed data offers a crucial look at Numark Credit Union's mortgage activity for 2017.
County | Total Number of Mortgage Loan Applications | Total Dollar Amount of Mortgage Loans Applications | Average Mortgage Loan Application Amount | Average Applicant Income |
---|---|---|---|---|
Ada County Idaho | 5 | $ 271,000 | $ 54,000 | $ 50,000 |
Adams County Colorado | 3 | $ 151,000 | $ 50,000 | $ 69,000 |
Adams County Pennsylvania | 2 | $ 94,000 | $ 47,000 | $ 45,000 |
Anne Arundel County Maryland | 3 | $ 115,000 | $ 38,000 | $ 45,000 |
Anoka County Minnesota | 7 | $ 306,000 | $ 43,000 | $ 51,000 |
Ashland County Ohio | 1 | $ 89,000 | $ 89,000 | $ 131,000 |
Athens County Ohio | 1 | $ 82,000 | $ 82,000 | $ 228,000 |
Barbour County West Virginia | 1 | $ 74,000 | $ 74,000 | $ 65,000 |
Barrow County Georgia | 1 | $ 193,000 | $ 193,000 | $ 106,000 |
Beaver County Pennsylvania | 1 | $ 28,000 | $ 28,000 | $ 31,000 |
Belmont County Ohio | 1 | $ 73,000 | $ 73,000 | $ 48,000 |
Benzie County Michigan | 1 | $ 45,000 | $ 45,000 | $ 44,000 |
Berkeley County West Virginia | 1 | $ 54,000 | $ 54,000 | $ 55,000 |
Berks County Pennsylvania | 6 | $ 265,000 | $ 44,000 | $ 76,000 |
Berrien County Michigan | 3 | $ 142,000 | $ 47,000 | $ 111,000 |
Blair County Pennsylvania | 2 | $ 136,000 | $ 68,000 | $ 89,000 |
Blue Earth County Minnesota | 1 | $ 92,000 | $ 92,000 | $ 71,000 |
Bucks County Pennsylvania | 3 | $ 141,000 | $ 47,000 | $ 70,000 |
Burlington County New Jersey | 1 | $ 43,000 | $ 43,000 | $ 26,000 |
Butler County Ohio | 3 | $ 110,000 | $ 36,000 | $ 49,000 |
Butler County Pennsylvania | 3 | $ 141,000 | $ 47,000 | $ 46,000 |
Callaway County Missouri | 1 | $ 68,000 | $ 68,000 | $ 90,000 |
Canyon County Idaho | 2 | $ 80,000 | $ 40,000 | $ 26,000 |
Caroline County Maryland | 1 | $ 67,000 | $ 67,000 | $ 48,000 |
Carroll County Ohio | 2 | $ 87,000 | $ 43,000 | $ 58,000 |
Carver County Minnesota | 1 | $ 36,000 | $ 36,000 | $ 26,000 |
Chaffee County Colorado | 1 | $ 47,000 | $ 47,000 | $ 27,000 |
Cherokee County Georgia | 1 | $ 242,000 | $ 242,000 | $ 58,000 |
Chester County Pennsylvania | 3 | $ 148,000 | $ 49,000 | $ 71,000 |
Chisago County Minnesota | 2 | $ 132,000 | $ 66,000 | $ 54,000 |
Clark County Ohio | 1 | $ 27,000 | $ 27,000 | $ 37,000 |
Clermont County Ohio | 2 | $ 46,000 | $ 23,000 | $ 33,000 |
Clinton County Kentucky | 1 | $ 20,000 | $ 20,000 | $ 12,000 |
Clinton County New York | 1 | $ 60,000 | $ 60,000 | $ 59,000 |
Columbia County Pennsylvania | 1 | $ 64,000 | $ 64,000 | $ 43,000 |
Cook County Illinois | 221 | $ 33,806,000 | $ 152,000 | $ 86,000 |
Coshocton County Ohio | 2 | $ 93,000 | $ 46,000 | $ 47,000 |
Crawford County Kansas | 1 | $ 31,000 | $ 31,000 | $ 26,000 |
Crow Wing County Minnesota | 1 | $ 82,000 | $ 82,000 | $ 59,000 |
Cumberland County New Jersey | 2 | $ 102,000 | $ 51,000 | $ 71,000 |
Cumberland County Pennsylvania | 1 | $ 45,000 | $ 45,000 | $ 77,000 |
Cuyahoga County Ohio | 1 | $ 73,000 | $ 73,000 | $ 62,000 |
Dakota County Minnesota | 1 | $ 30,000 | $ 30,000 | $ 48,000 |
Dauphin County Pennsylvania | 1 | $ 29,000 | $ 29,000 | $ 51,000 |
Daviess County Missouri | 1 | $ 60,000 | $ 60,000 | $ 31,000 |
DeKalb County Illinois | 3 | $ 550,000 | $ 183,000 | $ 73,000 |
Delaware County Ohio | 1 | $ 51,000 | $ 51,000 | $ 98,000 |
Deschutes County Oregon | 1 | $ 480,000 | $ 480,000 | $ 55,000 |
Douglas County Nebraska | 1 | $ 42,000 | $ 42,000 | $ 35,000 |
DuPage County Illinois | 19 | $ 3,625,000 | $ 190,000 | $ 76,000 |
Eaton County Michigan | 2 | $ 61,000 | $ 30,000 | $ 47,000 |
Elk County Pennsylvania | 1 | $ 35,000 | $ 35,000 | $ 30,000 |
Elkhart County Indiana | 4 | $ 80,000 | $ 20,000 | $ 41,000 |
Erie County New York | 1 | $ 43,000 | $ 43,000 | $ 47,000 |
Erie County Pennsylvania | 2 | $ 40,000 | $ 20,000 | $ 63,000 |
Flathead County Montana | 1 | $ 61,000 | $ 61,000 | $ 35,000 |
Floyd County Kentucky | 1 | $ 61,000 | $ 61,000 | $ 42,000 |
Forest County Wisconsin | 1 | $ 76,000 | $ 76,000 | $ 43,000 |
Franklin County Ohio | 1 | $ 48,000 | $ 48,000 | $ 69,000 |
Frederick County Virginia | 1 | $ 75,000 | $ 75,000 | $ 38,000 |
Fulton County Georgia | 1 | $ 392,000 | $ 392,000 | $ 84,000 |
Garfield County Colorado | 2 | $ 113,000 | $ 56,000 | $ 53,000 |
Geauga County Ohio | 2 | $ 102,000 | $ 51,000 | $ 45,000 |
Genesee County Michigan | 1 | $ 29,000 | $ 29,000 | $ 96,000 |
Gloucester County New Jersey | 1 | $ 41,000 | $ 41,000 | $ 57,000 |
Goodhue County Minnesota | 1 | $ 40,000 | $ 40,000 | $ 58,000 |
Grand Traverse County Michigan | 4 | $ 331,000 | $ 82,000 | $ 75,000 |
Gratiot County Michigan | 1 | $ 17,000 | $ 17,000 | $ 36,000 |
Greene County Missouri | 1 | $ 165,000 | $ 165,000 | $ 72,000 |
Greene County New York | 1 | $ 36,000 | $ 36,000 | $ 29,000 |
Grundy County Illinois | 34 | $ 5,951,000 | $ 175,000 | $ 86,000 |
Hamilton County Ohio | 1 | $ 56,000 | $ 56,000 | $ 130,000 |
Harrison County Ohio | 1 | $ 74,000 | $ 74,000 | $ 70,000 |
Henderson County Kentucky | 1 | $ 33,000 | $ 33,000 | $ 39,000 |
Hennepin County Minnesota | 1 | $ 70,000 | $ 70,000 | $ 67,000 |
Ingham County Michigan | 1 | $ 42,000 | $ 42,000 | $ 93,000 |
Ionia County Michigan | 2 | $ 134,000 | $ 67,000 | $ 68,000 |
Iroquois County Illinois | 2 | $ 225,000 | $ 112,000 | $ 90,000 |
Jackson County Indiana | 3 | $ 149,000 | $ 49,000 | $ 52,000 |
Jackson County Michigan | 2 | $ 143,000 | $ 71,000 | $ 47,000 |
Jefferson County Colorado | 2 | $ 89,000 | $ 44,000 | $ 52,000 |
Jefferson County Idaho | 1 | $ 83,000 | $ 83,000 | $ 59,000 |
Jefferson County Ohio | 1 | $ 31,000 | $ 31,000 | $ 43,000 |
Kalamazoo County Michigan | 1 | $ 44,000 | $ 44,000 | $ 30,000 |
Kalkaska County Michigan | 1 | $ 60,000 | $ 60,000 | $ 79,000 |
Kane County Illinois | 7 | $ 1,013,000 | $ 144,000 | $ 103,000 |
Kankakee County Illinois | 1 | $ 82,000 | $ 82,000 | $ 73,000 |
Kendall County Illinois | 13 | $ 1,850,000 | $ 142,000 | $ 63,000 |
Kent County Delaware | 1 | $ 35,000 | $ 35,000 | $ 44,000 |
Kent County Michigan | 10 | $ 630,000 | $ 63,000 | $ 58,000 |
La Crosse County Wisconsin | 1 | $ 56,000 | $ 56,000 | $ 51,000 |
La Plata County Colorado | 1 | $ 22,000 | $ 22,000 | $ 86,000 |
Labette County Kansas | 1 | $ 73,000 | $ 73,000 | $ 82,000 |
Lake County Illinois | 3 | $ 406,000 | $ 135,000 | $ 39,000 |
Lake County Indiana | 13 | $ 2,217,000 | $ 170,000 | $ 82,000 |
Lancaster County Pennsylvania | 4 | $ 157,000 | $ 39,000 | $ 37,000 |
Lapeer County Michigan | 2 | $ 78,000 | $ 39,000 | $ 43,000 |
LaSalle County Illinois | 7 | $ 936,000 | $ 133,000 | $ 87,000 |
Lawrence County Ohio | 2 | $ 143,000 | $ 71,000 | $ 58,000 |
Lawrence County Pennsylvania | 2 | $ 58,000 | $ 29,000 | $ 27,000 |
Lebanon County Pennsylvania | 1 | $ 94,000 | $ 94,000 | $ 74,000 |
Lee County Florida | 1 | $ 125,000 | $ 125,000 | $ 98,000 |
Lehigh County Pennsylvania | 1 | $ 13,000 | $ 13,000 | $ 55,000 |
Lewis and Clark County Montana | 1 | $ 17,000 | $ 17,000 | $ 81,000 |
Licking County Ohio | 4 | $ 217,000 | $ 54,000 | $ 56,000 |
Lincoln County South Dakota | 1 | $ 67,000 | $ 67,000 | $ 50,000 |
Livingston County Illinois | 3 | $ 373,000 | $ 124,000 | $ 44,000 |
Livingston County Michigan | 7 | $ 348,000 | $ 49,000 | $ 57,000 |
Lorain County Ohio | 1 | $ 41,000 | $ 41,000 | $ 38,000 |
Lucas County Ohio | 6 | $ 118,000 | $ 19,000 | $ 44,000 |
Macomb County Michigan | 9 | $ 511,000 | $ 56,000 | $ 67,000 |
Madison County New York | 2 | $ 106,000 | $ 53,000 | $ 66,000 |
Madison County Tennessee | 1 | $ 147,000 | $ 147,000 | $ 42,000 |
Marion County Indiana | 3 | $ 279,000 | $ 93,000 | $ 55,000 |
McHenry County Illinois | 3 | $ 669,000 | $ 223,000 | $ 120,000 |
Middlesex County New Jersey | 1 | $ 66,000 | $ 66,000 | $ 46,000 |
Moffat County Colorado | 1 | $ 48,000 | $ 48,000 | $ 89,000 |
Monroe County Michigan | 1 | $ 28,000 | $ 28,000 | $ 63,000 |
Montgomery County Ohio | 2 | $ 63,000 | $ 31,000 | $ 44,000 |
Montgomery County Pennsylvania | 3 | $ 190,000 | $ 63,000 | $ 66,000 |
Morris County New Jersey | 1 | $ 122,000 | $ 122,000 | $ 64,000 |
Morrison County Minnesota | 1 | $ 95,000 | $ 95,000 | $ 49,000 |
Muskegon County Michigan | 1 | $ 40,000 | $ 40,000 | $ 78,000 |
Muskingum County Ohio | 2 | $ 112,000 | $ 56,000 | $ 67,000 |
New Castle County Delaware | 2 | $ 153,000 | $ 76,000 | $ 104,000 |
Newton County Indiana | 2 | $ 368,000 | $ 184,000 | $ 47,000 |
Northumberland County Pennsylvania | 1 | $ 90,000 | $ 90,000 | $ 126,000 |
Oakland County Michigan | 16 | $ 548,000 | $ 34,000 | $ 58,000 |
Ocean County New Jersey | 1 | $ 109,000 | $ 109,000 | $ 70,000 |
Ontario County New York | 1 | $ 64,000 | $ 64,000 | $ 61,000 |
Oswego County New York | 1 | $ 44,000 | $ 44,000 | $ 35,000 |
Ottawa County Michigan | 6 | $ 287,000 | $ 47,000 | $ 64,000 |
Pickaway County Ohio | 1 | $ 65,000 | $ 65,000 | $ 29,000 |
Pocahontas County West Virginia | 1 | $ 77,000 | $ 77,000 | $ 111,000 |
Polk County Florida | 1 | $ 131,000 | $ 131,000 | $ 85,000 |
Polk County Iowa | 1 | $ 31,000 | $ 31,000 | $ 22,000 |
Portage County Ohio | 1 | $ 78,000 | $ 78,000 | $ 29,000 |
Porter County Indiana | 2 | $ 62,000 | $ 31,000 | $ 83,000 |
Pottawatomie County Kansas | 1 | $ 47,000 | $ 47,000 | $ 34,000 |
Putnam County West Virginia | 1 | $ 52,000 | $ 52,000 | $ 38,000 |
Ramsey County Minnesota | 2 | $ 89,000 | $ 44,000 | $ 59,000 |
Reno County Kansas | 1 | $ 111,000 | $ 111,000 | $ 94,000 |
Rockingham County Virginia | 1 | $ 36,000 | $ 36,000 | $ 25,000 |
Saratoga County New York | 1 | $ 87,000 | $ 87,000 | $ 59,000 |
Sarpy County Nebraska | 1 | $ 61,000 | $ 61,000 | $ 106,000 |
Sedgwick County Kansas | 3 | $ 155,000 | $ 51,000 | $ 58,000 |
Sheridan County Wyoming | 1 | $ 34,000 | $ 34,000 | $ 66,000 |
Shiawassee County Michigan | 2 | $ 45,000 | $ 22,000 | $ 41,000 |
St. Clair County Michigan | 5 | $ 212,000 | $ 42,000 | $ 54,000 |
St. Joseph County Michigan | 2 | $ 372,000 | $ 186,000 | $ 86,000 |
St. Louis County Minnesota | 1 | $ 54,000 | $ 54,000 | $ 90,000 |
Starke County Indiana | 1 | $ 103,000 | $ 103,000 | $ 88,000 |
Steele County Minnesota | 1 | $ 30,000 | $ 30,000 | $ 39,000 |
Steuben County New York | 2 | $ 185,000 | $ 92,000 | $ 85,000 |
Suffolk County New York | 3 | $ 327,000 | $ 109,000 | $ 104,000 |
Sully County South Dakota | 1 | $ 64,000 | $ 64,000 | $ 52,000 |
Sussex County Delaware | 2 | $ 110,000 | $ 55,000 | $ 35,000 |
Tazewell County Illinois | 1 | $ 95,000 | $ 95,000 | $ 61,000 |
Tioga County Pennsylvania | 1 | $ 26,000 | $ 26,000 | $ 35,000 |
Tuscarawas County Ohio | 1 | $ 37,000 | $ 37,000 | $ 34,000 |
Warren County Ohio | 1 | $ 44,000 | $ 44,000 | $ 78,000 |
Washington County Kansas | 1 | $ 55,000 | $ 55,000 | $ 72,000 |
Washington County Missouri | 1 | $ 10,000 | $ 10,000 | $ 56,000 |
Washington County Ohio | 2 | $ 68,000 | $ 34,000 | $ 57,000 |
Washington County Vermont | 1 | $ 77,000 | $ 77,000 | $ 73,000 |
Washtenaw County Michigan | 5 | $ 205,000 | $ 41,000 | $ 70,000 |
Waukesha County Wisconsin | 1 | $ 123,000 | $ 123,000 | $ 95,000 |
Wayne County Michigan | 1 | $ 17,000 | $ 17,000 | $ 34,000 |
Weld County Colorado | 2 | $ 79,000 | $ 39,000 | $ 42,000 |
Wetzel County West Virginia | 1 | $ 100,000 | $ 100,000 | $ 96,000 |
Wexford County Michigan | 1 | $ 40,000 | $ 40,000 | $ 88,000 |
Will County Illinois | 351 | $ 49,235,000 | $ 140,000 | $ 71,000 |
Wise County Virginia | 2 | $ 125,000 | $ 62,000 | $ 53,000 |
Wood County Ohio | 5 | $ 138,000 | $ 27,000 | $ 43,000 |
Wright County Minnesota | 3 | $ 140,000 | $ 46,000 | $ 57,000 |
York County Pennsylvania | 2 | $ 88,000 | $ 44,000 | $ 46,000 |
Loan Purpose | Total Number of Mortgage Applications | Total Dollar Amount of Mortgage Loan Applications | Average Mortgage Loan Amount | Highest Mortgage Loan Amount | Average Applicant Income | Highest Applicant Income |
---|---|---|---|---|---|---|
Home Purchase | 665 | $71,460,000 | $107,000 | $424,000 | $67,000 | $1,472,000 |
Home Improvement | 184 | $26,882,000 | $146,000 | $411,000 | $84,000 | $769,000 |
Refinancing | 139 | $20,184,000 | $145,000 | $480,000 | $75,000 | $217,000 |
Applicant Race | Total Number of Mortgage Applications | Total Dollar Amount of Mortgage Loan Applications | Average Mortgage Loan Amount | Highest Mortgage Loan Amount | Average Applicant Income | Highest Applicant Income |
---|---|---|---|---|---|---|
White | 672 | $75,296,000 | $112,000 | $480,000 | $71,000 | $769,000 |
Hispanic | 159 | $21,932,000 | $137,000 | $400,000 | $65,000 | $205,000 |
Black or African American | 107 | $13,841,000 | $129,000 | $424,000 | $81,000 | $1,472,000 |
Not Provided | 41 | $6,547,000 | $159,000 | $392,000 | $75,000 | $370,000 |
American Indian or Alaskan Native | 5 | $600,000 | $120,000 | $204,000 | $66,000 | $145,000 |
Asian | 4 | $310,000 | $77,000 | $143,000 | $61,000 | $140,000 |
Native Hawaiian or Other Pacific Islander | 0 | $0 | $0 | $0 | $0 | $0 |
Not applicable | 0 | $0 | $0 | $0 | $0 | $0 |
Loan Type | Total Number of Mortgage Applications | Total Dollar Amount of Mortgage Loan Applications | Average Mortgage Loan Amount | Highest Mortgage Loan Amount | Average Applicant Income | Highest Applicant Income |
---|---|---|---|---|---|---|
Conventional (any loan other than FHA, VA, FSA, or RHS loans) | 887 | $103,302,000 | $116,000 | $480,000 | $72,000 | $1,472,000 |
FHA-insured (Federal Housing Administration) | 86 | $12,891,000 | $149,000 | $304,000 | $63,000 | $142,000 |
VA-guaranteed (Veterans Administration) | 13 | $2,071,000 | $159,000 | $296,000 | $68,000 | $143,000 |
FSA/RHS (Farm Service Agency or Rural Housing Service) | 2 | $262,000 | $131,000 | $184,000 | $28,000 | $29,000 |
Outcome | Total Number of Mortgage Applications | Total Dollar Amount of Mortgage Loan Applications | Average Mortgage Loan Amount | Highest Mortgage Loan Amount | Average Applicant Income | Highest Applicant Income |
---|---|---|---|---|---|---|
Loan Originated | 420 | $53,778,000 | $128,000 | $424,000 | $77,000 | $397,000 |
Application Denied By Financial Institution | 265 | $30,514,000 | $115,000 | $411,000 | $62,000 | $434,000 |
Application Withdrawn By Applicant | 199 | $29,038,000 | $145,000 | $480,000 | $78,000 | $1,472,000 |
Application Approved But Not Accepted | 104 | $5,196,000 | $49,000 | $150,000 | $63,000 | $228,000 |
File Closed For Incompleteness | 0 | $0 | $0 | $0 | $0 | $0 |
Loan Purchased By The Institution | 0 | $0 | $0 | $0 | $0 | $0 |
Preapproval Approved but not Accepted | 0 | $0 | $0 | $0 | $0 | $0 |
Preapproval Denied by Financial Institution | 0 | $0 | $0 | $0 | $0 | $0 |
Denial Reason | Total Number of Mortgage Applications | Total Dollar Amount of Mortgage Loan Applications | Average Mortgage Loan Amount | Highest Mortgage Loan Amount | Average Applicant Income | Highest Applicant Income |
---|---|---|---|---|---|---|
Credit History | 126 | $14,364,000 | $114,000 | $301,000 | $56,000 | $180,000 |
Debt-To-Income Ratio | 44 | $6,007,000 | $136,000 | $370,000 | $60,000 | $200,000 |
Collateral | 25 | $3,086,000 | $123,000 | $411,000 | $85,000 | $434,000 |
Employment History | 23 | $1,436,000 | $62,000 | $154,000 | $55,000 | $128,000 |
Other | 6 | $449,000 | $74,000 | $141,000 | $48,000 | $66,000 |
Unverifiable Information | 4 | $333,000 | $83,000 | $121,000 | $67,000 | $140,000 |
Credit Application Incomplete | 3 | $479,000 | $159,000 | $241,000 | $90,000 | $122,000 |
Insufficient Cash (Downpayment, Closing Cost) | 1 | $49,000 | $49,000 | $49,000 | $42,000 | $42,000 |
Mortgage Insurance Denied | 0 | $0 | $0 | $0 | $0 | $0 |
Our comprehensive HMDA mortgage statistics provide invaluable insights into Numark Credit Union's 2017 lending activity. By analyzing detailed data on mortgage applications, total loan amounts, applicant incomes, loan purposes, and approval rates, industry professionals, researchers, and analysts can gain a clear understanding of this lender's role in the mortgage market.
This in-depth HMDA data allows real estate experts, financial analysts, and policymakers to track lending trends, evaluate borrower demographics,
and assess Numark Credit Union's mortgage approval patterns.
Utilize this powerful dataset to analyze market performance, compare lending practices, and make data-driven decisions in the ever-changing mortgage industry.
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