Umb Bank, Na
HMDA Loan Application Totals
and Mortgage Lending Details
for 2008

Umb Bank, Na 2008 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 Umb Bank, Na
1008 Oak St.
Kansas City, MO 64106
Tel #: available with data download
Federal Regulator * available with data download
Years 2010  2009  2008  2007  2006  2005  2004  2003  
Total Number of Mortgage Applications 3,991
Total Mortgage Loan Application Amount $390,986,000
Average Mortgage Loan Application Amount $122,000
Highest Mortgage Loan Application Amount $42,055,000
Average Applicant Income $92,333
Highest Applicant Income $5,411,000

Explore comprehensive HMDA mortgage statistics and lending trends for 2008 with Umb Bank, Na. 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 Umb Bank, Na's lending patterns or researching mortgage trends, these statistics provide valuable transparency into their loan activity.

Our HMDA dataset for 2008 breaks down Umb Bank, Na'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 Umb Bank, Na serves its applicants.

Each category highlights the total number of mortgage applications processed by Umb Bank, Na, 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 Umb Bank, Na's mortgage activity for 2008.

Mortgage Loan Application Totals for Umb Bank, Na by County in 2008

County Total Number of Mortgage Loan Applications Total Dollar Amount of Mortgage Loans Applications Average Mortgage Loan Application Amount Average Applicant Income
St. Louis County Missouri 475 $ 18,442,000 $ 38,000 $ 84,000
Jackson County Missouri 439 $ 33,110,000 $ 75,000 $ 71,000
Johnson County Kansas 324 $ 40,423,000 $ 124,000 $ 107,000
St. Charles County Missouri 240 $ 8,189,000 $ 34,000 $ 74,000
Clay County Missouri 182 $ 13,301,000 $ 73,000 $ 76,000
St. Clair County Illinois 113 $ 4,353,000 $ 38,000 $ 59,000
St. Louis City County Missouri 102 $ 11,248,000 $ 110,000 $ 105,000
Wyandotte County Kansas 98 $ 4,825,000 $ 49,000 $ 60,000
Jefferson County Missouri 93 $ 3,554,000 $ 38,000 $ 70,000
Buchanan County Missouri 92 $ 8,677,000 $ 94,000 $ 58,000
Greene County Missouri 87 $ 6,915,000 $ 79,000 $ 82,000
Sedgwick County Kansas 86 $ 3,825,000 $ 44,000 $ 70,000
Bourbon County Kansas 76 $ 5,217,000 $ 68,000 $ 68,000
Johnson County Missouri 73 $ 9,673,000 $ 132,000 $ 160,000
Madison County Illinois 68 $ 3,609,000 $ 53,000 $ 78,000
Platte County Missouri 61 $ 7,890,000 $ 129,000 $ 122,000
Boone County Missouri 60 $ 3,784,000 $ 63,000 $ 90,000
Shawnee County Kansas 51 $ 4,539,000 $ 89,000 $ 72,000
Jasper County Missouri 49 $ 3,303,000 $ 67,000 $ 51,000
Cass County Missouri 48 $ 3,175,000 $ 66,000 $ 77,000
Oklahoma County Oklahoma 48 $ 7,075,000 $ 147,000 $ 158,000
Benton County Missouri 47 $ 4,192,000 $ 89,000 $ 66,000
Henry County Missouri 45 $ 7,166,000 $ 159,000 $ 87,000
Cooper County Missouri 42 $ 5,040,000 $ 120,000 $ 73,000
El Paso County Colorado 35 $ 5,057,000 $ 144,000 $ 65,000
Atchison County Kansas 35 $ 45,580,000 $ 1,302,000 $ 48,000
Linn County Missouri 34 $ 3,501,000 $ 102,000 $ 68,000
Denver County Colorado 28 $ 8,574,000 $ 306,000 $ 155,000
Barry County Missouri 28 $ 2,100,000 $ 75,000 $ 37,000
Douglas County Kansas 23 $ 2,572,000 $ 111,000 $ 86,000
Leavenworth County Kansas 22 $ 1,317,000 $ 59,000 $ 73,000
Saline County Kansas 22 $ 1,672,000 $ 76,000 $ 73,000
Cole County Missouri 22 $ 2,401,000 $ 109,000 $ 92,000
Douglas County Nebraska 21 $ 3,098,000 $ 147,000 $ 97,000
Christian County Missouri 20 $ 1,065,000 $ 53,000 $ 50,000
Butler County Kansas 18 $ 1,067,000 $ 59,000 $ 74,000
Marion County Illinois 17 $ 337,000 $ 19,000 $ 66,000
Andrew County Missouri 17 $ 2,639,000 $ 155,000 $ 90,000
Pettis County Missouri 17 $ 2,255,000 $ 132,000 $ 144,000
Newton County Missouri 16 $ 1,522,000 $ 95,000 $ 50,000
Russell County Kansas 15 $ 620,000 $ 41,000 $ 59,000
Dickinson County Kansas 14 $ 1,412,000 $ 100,000 $ 74,000
Monroe County Missouri 14 $ 804,000 $ 57,000 $ 116,000
Miami County Kansas 13 $ 1,144,000 $ 88,000 $ 101,000
Riley County Kansas 13 $ 1,744,000 $ 134,000 $ 54,000
Arapahoe County Colorado 12 $ 3,283,000 $ 273,000 $ 179,000
Lawrence County Missouri 12 $ 858,000 $ 71,000 $ 60,000
Reno County Kansas 11 $ 86,000 $ 7,000 $ 62,000
Howard County Missouri 11 $ 1,407,000 $ 127,000 $ 74,000
Harvey County Kansas 10 $ 157,000 $ 15,000 $ 85,000
Franklin County Missouri 10 $ 356,000 $ 35,000 $ 83,000
Lincoln County Missouri 10 $ 200,000 $ 20,000 $ 50,000
Jefferson County Colorado 9 $ 2,053,000 $ 228,000 $ 112,000
Clinton County Missouri 9 $ 94,000 $ 10,000 $ 63,000
Lafayette County Missouri 9 $ 293,000 $ 32,000 $ 47,000
Ray County Missouri 9 $ 204,000 $ 22,000 $ 60,000
Vernon County Missouri 9 $ 2,172,000 $ 241,000 $ 185,000
Warren County Missouri 9 $ 78,000 $ 8,000 $ 60,000
Tulsa County Oklahoma 9 $ 2,056,000 $ 228,000 $ 73,000
Maricopa County Arizona 8 $ 3,545,000 $ 443,000 $ 285,000
Douglas County Colorado 8 $ 2,320,000 $ 290,000 $ 122,000
Camden County Missouri 8 $ 1,241,000 $ 155,000 $ 237,000
Sullivan County Missouri 8 $ 518,000 $ 64,000 $ 58,000
Polk County Missouri 7 $ 88,000 $ 12,000 $ 48,000
St. Clair County Missouri 7 $ 540,000 $ 77,000 $ 370,000
Jefferson County Illinois 6 $ 44,000 $ 7,000 $ 61,000
Macon County Missouri 6 $ 291,000 $ 48,000 $ 70,000
Taney County Missouri 6 $ 445,000 $ 74,000 $ 103,000
Pottawatomie County Kansas 5 $ 336,000 $ 67,000 $ 63,000
Bates County Missouri 5 $ 3,391,000 $ 678,000 $ 437,000
Morgan County Missouri 5 $ 625,000 $ 125,000 $ 90,000
Nodaway County Missouri 5 $ 392,000 $ 78,000 $ 114,000
Webster County Missouri 5 $ 175,000 $ 35,000 $ 63,000
Cleveland County Oklahoma 5 $ 689,000 $ 137,000 $ 144,000
Boulder County Colorado 4 $ 1,032,000 $ 258,000 $ 357,000
Summit County Colorado 4 $ 1,163,000 $ 290,000 $ 119,000
Lee County Florida 4 $ 1,286,000 $ 321,000 $ 192,000
Cook County Illinois 4 $ 1,181,000 $ 295,000 $ 199,000
Franklin County Illinois 4 $ 28,000 $ 7,000 $ 34,000
Macoupin County Illinois 4 $ 28,000 $ 7,000 $ 53,000
Ellsworth County Kansas 4 $ 414,000 $ 103,000 $ 61,000
Franklin County Kansas 4 $ 45,000 $ 11,000 $ 65,000
McPherson County Kansas 4 $ 127,000 $ 31,000 $ 46,000
Sumner County Kansas 4 $ 200,000 $ 50,000 $ 95,000
Audrain County Missouri 4 $ 76,000 $ 19,000 $ 56,000
Callaway County Missouri 4 $ 352,000 $ 88,000 $ 65,000
Chariton County Missouri 4 $ 302,000 $ 75,000 $ 71,000
Pulaski County Missouri 4 $ 164,000 $ 41,000 $ 54,000
Ralls County Missouri 4 $ 163,000 $ 40,000 $ 76,000
Barton County Kansas 3 $ 30,000 $ 10,000 $ 53,000
Geary County Kansas 3 $ 344,000 $ 114,000 $ 72,000
Linn County Kansas 3 $ 75,000 $ 25,000 $ 56,000
Wabaunsee County Kansas 3 $ 205,000 $ 68,000 $ 64,000
Barton County Missouri 3 $ 9,143,000 $ 3,047,000 $ 27,000
DeKalb County Missouri 3 $ 50,000 $ 16,000 $ 57,000
Grundy County Missouri 3 $ 497,000 $ 165,000 $ 130,000
Hickory County Missouri 3 $ 92,000 $ 30,000 $ 16,000
Iron County Missouri 3 $ 188,000 $ 62,000 $ 75,000
Livingston County Missouri 3 $ 456,000 $ 152,000 $ 87,000
Marion County Missouri 3 $ 164,000 $ 54,000 $ 49,000
Randolph County Missouri 3 $ 106,000 $ 35,000 $ 57,000
Clark County Nevada 3 $ 765,000 $ 255,000 $ 136,000
Carroll County Arkansas 2 $ 361,000 $ 180,000 $ 350,000
Riverside County California 2 $ 758,000 $ 379,000 $ 167,000
Adams County Colorado 2 $ 296,000 $ 148,000 $ 36,000
Chaffee County Colorado 2 $ 244,000 $ 122,000 $ 86,000
Eagle County Colorado 2 $ 2,000,000 $ 1,000,000 $ 1,575,000
Larimer County Colorado 2 $ 559,000 $ 279,000 $ 137,000
Park County Colorado 2 $ 340,000 $ 170,000 $ 116,000
Clay County Illinois 2 $ 27,000 $ 13,000 $ 30,000
Edwards County Illinois 2 $ 30,000 $ 15,000 $ 120,000
Jackson County Illinois 2 $ 104,000 $ 52,000 $ 93,000
Monroe County Illinois 2 $ 487,000 $ 243,000 $ 112,000
Saline County Illinois 2 $ 17,000 $ 8,000 $ 48,000
Washington County Illinois 2 $ 25,000 $ 12,000 $ 59,000
Cherokee County Kansas 2 $ 71,000 $ 35,000 $ 99,000
Crawford County Kansas 2 $ 91,000 $ 45,000 $ 59,000
Doniphan County Kansas 2 $ 503,000 $ 251,000 $ 129,000
Ellis County Kansas 2 $ 373,000 $ 186,000 $ 112,000
Kingman County Kansas 2 $ 15,000 $ 7,000 $ 96,000
Labette County Kansas 2 $ 13,000 $ 6,000 $ 46,000
Lincoln County Kansas 2 $ 159,000 $ 79,000 $ 61,000
Montgomery County Kansas 2 $ 167,000 $ 83,000 $ 82,000
Pratt County Kansas 2 $ 16,000 $ 8,000 $ 65,000
Adair County Missouri 2 $ 170,000 $ 85,000 $ 47,000
Holt County Missouri 2 $ 132,000 $ 66,000 $ 126,000
Howell County Missouri 2 $ 131,000 $ 65,000 $ 41,000
Laclede County Missouri 2 $ 9,000 $ 4,000 $ 89,000
Miller County Missouri 2 $ 291,000 $ 145,000 $ 171,000
Osage County Missouri 2 $ 238,000 $ 119,000 $ 111,000
Pawnee County Oklahoma 2 $ 101,000 $ 50,000 $ 41,000
Harris County Texas 2 $ 247,000 $ 123,000 $ 129,000
Mobile County Alabama 1 $ 200,000 $ 200,000 $ 71,000
Pima County Arizona 1 $ 89,000 $ 89,000 $ 89,000
Baxter County Arkansas 1 $ 11,000 $ 11,000 $ 30,000
Napa County California 1 $ 163,000 $ 163,000 $ 103,000
Orange County California 1 $ 260,000 $ 260,000 $ 197,000
San Diego County California 1 $ 218,000 $ 218,000 $ 173,000
Sonoma County California 1 $ 272,000 $ 272,000 $ 72,000
Pueblo County Colorado 1 $ 115,000 $ 115,000 $ 33,000
Routt County Colorado 1 $ 800,000 $ 800,000 $ 0
Weld County Colorado 1 $ 81,000 $ 81,000 $ 27,000
Brevard County Florida 1 $ 135,000 $ 135,000 $ 173,000
Charlotte County Florida 1 $ 116,000 $ 116,000 $ 47,000
Collier County Florida 1 $ 476,000 $ 476,000 $ 987,000
Orange County Florida 1 $ 233,000 $ 233,000 $ 43,000
Osceola County Florida 1 $ 236,000 $ 236,000 $ 52,000
Pinellas County Florida 1 $ 226,000 $ 226,000 $ 131,000
St. Johns County Florida 1 $ 300,000 $ 300,000 $ 60,000
Clinton County Illinois 1 $ 2,000 $ 2,000 $ 48,000
Fayette County Illinois 1 $ 4,000 $ 4,000 $ 17,000
Gallatin County Illinois 1 $ 4,000 $ 4,000 $ 53,000
Johnson County Illinois 1 $ 7,000 $ 7,000 $ 100,000
Massac County Illinois 1 $ 175,000 $ 175,000 $ 74,000
McLean County Illinois 1 $ 30,000 $ 30,000 $ 196,000
Randolph County Illinois 1 $ 8,000 $ 8,000 $ 70,000
Sangamon County Illinois 1 $ 107,000 $ 107,000 $ 30,000
Wayne County Illinois 1 $ 3,000 $ 3,000 $ 30,000
Pottawattamie County Iowa 1 $ 132,000 $ 132,000 $ 49,000
Chase County Kansas 1 $ 56,000 $ 56,000 $ 46,000
Coffey County Kansas 1 $ 21,000 $ 21,000 $ 14,000
Comanche County Kansas 1 $ 5,000 $ 5,000 $ 42,000
Cowley County Kansas 1 $ 4,000 $ 4,000 $ 61,000
Greenwood County Kansas 1 $ 10,000 $ 10,000 $ 104,000
Harper County Kansas 1 $ 16,000 $ 16,000 $ 80,000
Jefferson County Kansas 1 $ 192,000 $ 192,000 $ 330,000
Kiowa County Kansas 1 $ 5,000 $ 5,000 $ 175,000
Lane County Kansas 1 $ 13,000 $ 13,000 $ 71,000
Lyon County Kansas 1 $ 20,000 $ 20,000 $ 25,000
Marshall County Kansas 1 $ 12,000 $ 12,000 $ 30,000
Meade County Kansas 1 $ 7,000 $ 7,000 $ 26,000
Ness County Kansas 1 $ 18,000 $ 18,000 $ 118,000
Ottawa County Kansas 1 $ 50,000 $ 50,000 $ 59,000
Fayette County Kentucky 1 $ 141,000 $ 141,000 $ 45,000
Butler County Missouri 1 $ 30,000 $ 30,000 $ 0
Cape Girardeau County Missouri 1 $ 54,000 $ 54,000 $ 55,000
Carroll County Missouri 1 $ 37,000 $ 37,000 $ 21,000
Cedar County Missouri 1 $ 100,000 $ 100,000 $ 82,000
Dade County Missouri 1 $ 99,000 $ 99,000 $ 66,000
Daviess County Missouri 1 $ 25,000 $ 25,000 $ 111,000
Douglas County Missouri 1 $ 2,000 $ 2,000 $ 62,000
Gentry County Missouri 1 $ 108,000 $ 108,000 $ 44,000
McDonald County Missouri 1 $ 54,000 $ 54,000 $ 44,000
Montgomery County Missouri 1 $ 2,000 $ 2,000 $ 31,000
Pike County Missouri 1 $ 1,300,000 $ 1,300,000 $ 0
Ripley County Missouri 1 $ 10,000 $ 10,000 $ 27,000
Saline County Missouri 1 $ 28,000 $ 28,000 $ 22,000
St. Francois County Missouri 1 $ 16,000 $ 16,000 $ 139,000
Stoddard County Missouri 1 $ 33,000 $ 33,000 $ 24,000
Stone County Missouri 1 $ 144,000 $ 144,000 $ 218,000
Butler County Nebraska 1 $ 112,000 $ 112,000 $ 31,000
Dodge County Nebraska 1 $ 180,000 $ 180,000 $ 350,000
Sarpy County Nebraska 1 $ 322,000 $ 322,000 $ 49,000
Washington County Nebraska 1 $ 90,000 $ 90,000 $ 49,000
Suffolk County New York 1 $ 414,000 $ 414,000 $ 81,000
Beckham County Oklahoma 1 $ 137,000 $ 137,000 $ 111,000
Caddo County Oklahoma 1 $ 40,000 $ 40,000 $ 36,000
Canadian County Oklahoma 1 $ 147,000 $ 147,000 $ 31,000
Cherokee County Oklahoma 1 $ 280,000 $ 280,000 $ 365,000
Choctaw County Oklahoma 1 $ 301,000 $ 301,000 $ 199,000
Creek County Oklahoma 1 $ 58,000 $ 58,000 $ 26,000
Garvin County Oklahoma 1 $ 238,000 $ 238,000 $ 0
Grady County Oklahoma 1 $ 188,000 $ 188,000 $ 110,000
Johnston County Oklahoma 1 $ 3,000 $ 3,000 $ 11,000
Logan County Oklahoma 1 $ 106,000 $ 106,000 $ 32,000
Marshall County Oklahoma 1 $ 190,000 $ 190,000 $ 330,000
Rogers County Oklahoma 1 $ 69,000 $ 69,000 $ 31,000
Wagoner County Oklahoma 1 $ 118,000 $ 118,000 $ 63,000
Deschutes County Oregon 1 $ 649,000 $ 649,000 $ 188,000
Chester County Pennsylvania 1 $ 775,000 $ 775,000 $ 764,000
Charleston County South Carolina 1 $ 508,000 $ 508,000 $ 650,000
Dallas County Texas 1 $ 214,000 $ 214,000 $ 158,000
El Paso County Texas 1 $ 160,000 $ 160,000 $ 50,000
Johnson County Texas 1 $ 127,000 $ 127,000 $ 100,000
Clark County Washington 1 $ 352,000 $ 352,000 $ 138,000
King County Washington 1 $ 500,000 $ 500,000 $ 150,000
Iowa County Wisconsin 1 $ 155,000 $ 155,000 $ 192,000
Albany County Wyoming 1 $ 33,000 $ 33,000 $ 47,000

Mortgage Loan Application Detail Totals for Umb Bank, Na in 2008

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 Improvement 2,015 $27,859,000 $13,000 $4,000,000 $71,000 $2,500,000
Refinancing 1,240 $252,083,000 $203,000 $42,055,000 $94,000 $3,000,000
Home Purchase 736 $111,044,000 $150,000 $1,340,000 $112,000 $5,411,000

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 3,152 $247,505,000 $78,000 $4,000,000 $91,000 $5,411,000
Black or African American 305 $9,598,000 $31,000 $299,000 $61,000 $360,000
Not Provided 178 $25,952,000 $145,000 $1,000,000 $111,000 $2,196,000
Hispanic 133 $7,716,000 $58,000 $323,000 $68,000 $750,000
Not applicable 122 $89,999,000 $737,000 $42,055,000 $0 $38,000
Asian 61 $8,245,000 $135,000 $1,200,000 $97,000 $600,000
American Indian or Alaskan Native 30 $1,022,000 $34,000 $187,000 $66,000 $150,000
Native Hawaiian or Other Pacific Islander 10 $949,000 $94,000 $414,000 $109,000 $265,000

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) 3,991 $390,986,000 $97,000 $42,055,000 $86,000 $5,411,000
FHA-insured (Federal Housing Administration) 0 $0 $0 $0 $0 $0
FSA/RHS (Farm Service Agency or Rural Housing Service) 0 $0 $0 $0 $0 $0
VA-guaranteed (Veterans Administration) 0 $0 $0 $0 $0 $0

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 1,945 $257,080,000 $132,000 $42,055,000 $95,000 $5,411,000
Application Denied By Financial Institution 1,249 $39,221,000 $31,000 $656,000 $63,000 $900,000
Application Approved But Not Accepted 700 $80,558,000 $115,000 $1,200,000 $99,000 $1,575,000
Preapproval Approved but not Accepted 68 $10,382,000 $152,000 $417,000 $81,000 $600,000
Application Withdrawn By Applicant 19 $2,609,000 $137,000 $486,000 $86,000 $375,000
File Closed For Incompleteness 8 $607,000 $75,000 $175,000 $63,000 $115,000
Preapproval Denied by Financial Institution 2 $529,000 $264,000 $304,000 $85,000 $111,000
Loan Purchased By The 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
Debt-To-Income Ratio 541 $12,648,000 $23,000 $656,000 $53,000 $190,000
Credit History 506 $8,978,000 $17,000 $374,000 $68,000 $360,000
Collateral 106 $11,807,000 $111,000 $521,000 $76,000 $300,000
Other 60 $2,570,000 $42,000 $257,000 $99,000 $900,000
Employment History 11 $250,000 $22,000 $84,000 $50,000 $67,000
Insufficient Cash (Downpayment, Closing Cost) 11 $1,503,000 $136,000 $509,000 $68,000 $248,000
Credit Application Incomplete 9 $1,158,000 $128,000 $264,000 $87,000 $330,000
Unverifiable Information 7 $836,000 $119,000 $319,000 $37,000 $93,000
Mortgage Insurance Denied 0 $0 $0 $0 $0 $0

Our comprehensive HMDA mortgage statistics provide invaluable insights into Umb Bank, Na's 2008 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 Umb Bank, Na'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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