Keybank National Association Mortgage Lending & HMDA Data, 2020

In 2020, Keybank National Association of Cleveland, OH reported 69,236 mortgage applications totaling $24.9 billion, up 11% from 2019. The average application was for $359,090, and applicants reported an average income of $144,691. 61% of its applications resulted in an originated loan and 16% were denied. Its largest markets were Seattle-Bellevue-Everett, WA (5,056), Buffalo-Cheektowaga-Niagara Falls, NY (4,811) and Cleveland-Elyria, OH (4,427) (applications in parentheses).

Mortgage Company & Address Keybank National Association
127 Public Square
Cleveland, OH 44114
Tel #: available with data download
Federal Regulator * available with data download
Years 2025  2024  2023  2022  2021  2020  2019  2018  2017  2016  2015  2014  2013  2012  2011  
Total Number of Mortgage Applications 69,236
Total Mortgage Loan Application Amount $24,862,010,000
Average Mortgage Loan Application Amount $359,090
Highest Mortgage Loan Application Amount $87,005,000
Average Applicant Income $144,691
Highest Applicant Income $9,660,000

About this data: figures come from the Home Mortgage Disclosure Act (HMDA) records Keybank National Association filed with the FFIEC and count every application it reported (approved, denied, withdrawn or purchased), not just closed loans. Applications reported at $100 million or more are left out of these totals.

Mortgage Loan Application Totals for Keybank National Association by County in 2020

County Total Number of Mortgage Loan Applications Total Dollar Amount of Mortgage Loans Applications Average Mortgage Loan Application Amount Average Applicant Income
Erie, New York 3,979 $ 668,025,000 $ 167,887 $ 117,000
King, Washington 3,741 $ 2,083,475,000 $ 556,929 $ 216,000
Cuyahoga, Ohio 2,911 $ 517,525,000 $ 177,782 $ 142,000
Pierce, Washington 1,616 $ 458,190,000 $ 283,533 $ 130,000
Snohomish, Washington 1,315 $ 468,285,000 $ 356,110 $ 145,000
Salt Lake, Utah 1,014 $ 402,750,000 $ 397,189 $ 178,000
Allegheny, Pennsylvania 999 $ 153,985,000 $ 154,139 $ 106,000
Monroe, New York 959 $ 214,305,000 $ 223,467 $ 114,000
Multnomah, Oregon 951 $ 335,165,000 $ 352,434 $ 173,000
New Haven, Connecticut 950 $ 192,060,000 $ 202,168 $ 131,000
Cumberland, Maine 918 $ 211,970,000 $ 230,904 $ 141,000
Montgomery, Pennsylvania 892 $ 178,530,000 $ 200,145 $ 113,000
Clackamas, Oregon 887 $ 321,015,000 $ 361,910 $ 172,000
Ada, Idaho 885 $ 251,325,000 $ 283,983 $ 178,000
Franklin, Ohio 853 $ 444,705,000 $ 521,342 $ 108,000
Onondaga, New York 851 $ 142,725,000 $ 167,714 $ 119,000
Summit, Ohio 850 $ 171,290,000 $ 201,517 $ 122,000
Niagara, New York 832 $ 107,430,000 $ 129,122 $ 96,000
Washington, Oregon 829 $ 290,345,000 $ 350,235 $ 141,000
Lucas, Ohio 811 $ 111,925,000 $ 138,008 $ 91,000
Albany, New York 768 $ 246,380,000 $ 320,807 $ 126,000
Denver, Colorado 743 $ 396,755,000 $ 533,990 $ 192,000
Stark, Ohio 721 $ 94,425,000 $ 130,963 $ 97,000
Hartford, Connecticut 670 $ 143,580,000 $ 214,298 $ 128,000
Arapahoe, Colorado 636 $ 236,450,000 $ 371,776 $ 177,000
Fairfield, Connecticut 613 $ 301,185,000 $ 491,329 $ 282,000
Jefferson, Colorado 549 $ 241,055,000 $ 439,080 $ 161,000
Marion, Oregon 531 $ 141,415,000 $ 266,318 $ 106,000
Rockland, New York 525 $ 137,295,000 $ 261,514 $ 160,000
Lake, Ohio 518 $ 71,260,000 $ 137,567 $ 99,000
Yakima, Washington 507 $ 97,055,000 $ 191,429 $ 91,000
Lorain, Ohio 493 $ 92,325,000 $ 187,271 $ 133,000
Orange, New York 482 $ 103,910,000 $ 215,580 $ 131,000
Hamilton, Ohio 474 $ 124,790,000 $ 263,270 $ 167,000
Douglas, Colorado 461 $ 167,285,000 $ 362,874 $ 184,000
Westchester, New York 449 $ 154,635,000 $ 344,398 $ 177,000
Saratoga, New York 431 $ 95,325,000 $ 221,171 $ 130,000
Hamilton, Indiana 429 $ 100,125,000 $ 233,391 $ 144,000
Tolland, Connecticut 402 $ 65,680,000 $ 163,383 $ 120,000
Marion, Indiana 401 $ 82,005,000 $ 204,501 $ 128,000
Lane, Oregon 397 $ 76,675,000 $ 193,136 $ 99,000
Rensselaer, New York 388 $ 59,520,000 $ 153,402 $ 101,000
Davis, Utah 382 $ 112,110,000 $ 293,481 $ 179,000
Dutchess, New York 381 $ 79,225,000 $ 207,939 $ 123,000
Clark, Washington 372 $ 124,370,000 $ 334,327 $ 173,000
Thurston, Washington 370 $ 85,550,000 $ 231,216 $ 129,000
Adams, Colorado 358 $ 147,670,000 $ 412,486 $ 114,000
Washtenaw, Michigan 353 $ 323,715,000 $ 917,039 $ 143,000
Linn, Oregon 353 $ 81,965,000 $ 232,195 $ 82,000
York, Maine 352 $ 76,820,000 $ 218,238 $ 119,000
Oneida, New York 331 $ 39,985,000 $ 120,800 $ 88,000
Chester, Pennsylvania 331 $ 99,525,000 $ 300,679 $ 147,000
Larimer, Colorado 325 $ 91,535,000 $ 281,646 $ 136,000
Utah, Utah 315 $ 106,825,000 $ 339,126 $ 163,000
Wood, Ohio 307 $ 48,145,000 $ 156,824 $ 101,000
Hampden, Massachusetts 296 $ 74,420,000 $ 251,418 $ 110,000
Canyon, Idaho 294 $ 58,550,000 $ 199,149 $ 86,000
Westmoreland, Pennsylvania 293 $ 32,805,000 $ 111,962 $ 81,000
Chittenden, Vermont 285 $ 61,075,000 $ 214,298 $ 114,000
Bucks, Pennsylvania 279 $ 60,115,000 $ 215,465 $ 134,000
Whatcom, Washington 279 $ 76,955,000 $ 275,824 $ 151,000
Montgomery, Ohio 274 $ 50,170,000 $ 183,102 $ 97,000
Columbia, New York 271 $ 45,565,000 $ 168,136 $ 126,000
Lehigh, Pennsylvania 265 $ 42,475,000 $ 160,283 $ 112,000
Penobscot, Maine 261 $ 35,055,000 $ 134,310 $ 95,000
Kitsap, Washington 256 $ 84,030,000 $ 328,242 $ 168,000
Medina, Ohio 253 $ 48,215,000 $ 190,573 $ 116,000
Geauga, Ohio 252 $ 56,660,000 $ 224,841 $ 158,000
Schenectady, New York 251 $ 38,225,000 $ 152,290 $ 105,000
Elkhart, Indiana 248 $ 28,550,000 $ 115,120 $ 71,000
Portage, Ohio 247 $ 38,105,000 $ 154,271 $ 95,000
Cayuga, New York 246 $ 33,510,000 $ 136,219 $ 109,000
Aroostook, Maine 242 $ 27,720,000 $ 114,545 $ 85,000
Jackson, Oregon 236 $ 55,850,000 $ 236,652 $ 113,000
Weber, Utah 227 $ 52,065,000 $ 229,361 $ 137,000
Washington, Pennsylvania 226 $ 33,680,000 $ 149,026 $ 107,000
El Paso, Colorado 222 $ 88,230,000 $ 397,432 $ 159,000
Oakland, Michigan 214 $ 61,860,000 $ 289,065 $ 170,000
Ulster, New York 214 $ 46,550,000 $ 217,523 $ 130,000
Boulder, Colorado 211 $ 88,285,000 $ 418,412 $ 177,000
Anchorage, Alaska 210 $ 43,990,000 $ 209,476 $ 162,000
Lenawee, Michigan 207 $ 26,355,000 $ 127,318 $ 83,000
St. Joseph, Indiana 199 $ 29,365,000 $ 147,562 $ 108,000
Grant, Washington 199 $ 65,115,000 $ 327,211 $ 80,000
Maricopa, Arizona 198 $ 315,290,000 $ 1,592,373 $ 269,000
Chautauqua, New York 197 $ 22,985,000 $ 116,675 $ 101,000
Erie, Ohio 196 $ 28,030,000 $ 143,010 $ 89,000
Monroe, Michigan 195 $ 30,005,000 $ 153,871 $ 92,000
Bonneville, Idaho 194 $ 33,540,000 $ 172,886 $ 104,000
Summit, Colorado 182 $ 100,200,000 $ 550,549 $ 298,000
Jefferson, New York 182 $ 27,800,000 $ 152,747 $ 105,000
Mason, Washington 182 $ 37,250,000 $ 204,670 $ 107,000
Putnam, New York 179 $ 41,365,000 $ 231,089 $ 125,000
Delaware, Ohio 178 $ 53,690,000 $ 301,629 $ 176,000
St. Lawrence, New York 174 $ 20,740,000 $ 119,195 $ 93,000
Butler, Ohio 171 $ 23,655,000 $ 138,333 $ 102,000
Kennebec, Maine 166 $ 21,330,000 $ 128,493 $ 110,000
Erie, Pennsylvania 163 $ 17,075,000 $ 104,754 $ 83,000
Yamhill, Oregon 162 $ 44,860,000 $ 276,913 $ 145,000
Androscoggin, Maine 161 $ 22,545,000 $ 140,031 $ 87,000
Wayne, Michigan 160 $ 74,160,000 $ 463,500 $ 123,000
Genesee, New York 160 $ 19,090,000 $ 119,312 $ 87,000
Oswego, New York 160 $ 19,880,000 $ 124,250 $ 89,000
Middlesex, Connecticut 159 $ 34,055,000 $ 214,182 $ 140,000
Clallam, Washington 159 $ 27,905,000 $ 175,503 $ 92,000
Windham, Connecticut 154 $ 22,260,000 $ 144,545 $ 90,000
Ashtabula, Ohio 154 $ 15,490,000 $ 100,584 $ 74,000
Los Angeles, California 151 $ 211,760,000 $ 1,402,384 $ 356,000
Greene, New York 149 $ 26,815,000 $ 179,966 $ 145,000
Berks, Pennsylvania 149 $ 20,845,000 $ 139,899 $ 100,000
Summit, Utah 149 $ 90,315,000 $ 606,140 $ 317,000
Benton, Washington 147 $ 33,645,000 $ 228,877 $ 119,000
Huron, Ohio 146 $ 17,200,000 $ 117,808 $ 73,000
Johnson, Indiana 144 $ 41,380,000 $ 287,361 $ 100,000
Madison, Indiana 140 $ 13,990,000 $ 99,928 $ 78,000
Broome, New York 140 $ 13,990,000 $ 99,928 $ 76,000
San Diego, California 136 $ 149,020,000 $ 1,095,735 $ 336,000
Cortland, New York 136 $ 12,070,000 $ 88,750 $ 78,000
Philadelphia, Pennsylvania 136 $ 66,820,000 $ 491,323 $ 127,000
Lewis, Washington 136 $ 20,510,000 $ 150,808 $ 86,000
Orange, California 135 $ 383,465,000 $ 2,840,481 $ 383,000
Clinton, New York 134 $ 16,350,000 $ 122,014 $ 95,000
Weld, Colorado 129 $ 28,515,000 $ 221,046 $ 118,000
Madison, New York 128 $ 17,670,000 $ 138,046 $ 127,000
Montgomery, New York 125 $ 12,275,000 $ 98,200 $ 85,000
Hood River, Oregon 125 $ 34,865,000 $ 278,920 $ 116,000
Oxford, Maine 123 $ 17,205,000 $ 139,878 $ 99,000
Fulton, New York 121 $ 14,015,000 $ 115,826 $ 84,000
Carbon, Pennsylvania 121 $ 11,485,000 $ 94,917 $ 69,000
Mahoning, Ohio 119 $ 15,665,000 $ 131,638 $ 86,000
Clermont, Ohio 116 $ 17,410,000 $ 150,086 $ 95,000
Cache, Utah 115 $ 27,315,000 $ 237,521 $ 130,000
Matanuska-Susitna, Alaska 114 $ 20,950,000 $ 183,771 $ 124,000
Warren, Ohio 113 $ 20,895,000 $ 184,911 $ 151,000
Butler, Pennsylvania 112 $ 20,130,000 $ 179,732 $ 112,000
Benton, Oregon 111 $ 26,265,000 $ 236,621 $ 130,000
Ontario, New York 107 $ 21,625,000 $ 202,102 $ 154,000
Collier, Florida 106 $ 80,630,000 $ 760,660 $ 404,000
Howard, Indiana 105 $ 11,955,000 $ 113,857 $ 62,000
Bingham, Idaho 104 $ 14,820,000 $ 142,500 $ 81,000
Boone, Indiana 104 $ 16,950,000 $ 162,980 $ 100,000
Lee, Florida 100 $ 38,500,000 $ 385,000 $ 321,000
Polk, Oregon 96 $ 31,270,000 $ 325,729 $ 134,000
Waldo, Maine 95 $ 14,495,000 $ 152,578 $ 86,000
Skagit, Washington 94 $ 19,410,000 $ 206,489 $ 114,000
Sagadahoc, Maine 92 $ 15,460,000 $ 168,043 $ 83,000
Warren, Pennsylvania 92 $ 7,770,000 $ 84,456 $ 71,000
Deschutes, Oregon 90 $ 38,060,000 $ 422,888 $ 228,000
Box Elder, Utah 90 $ 14,350,000 $ 159,444 $ 112,000
Kenai Peninsula, Alaska 89 $ 16,285,000 $ 182,977 $ 122,000
Richland, Ohio 88 $ 9,300,000 $ 105,681 $ 70,000
Hendricks, Indiana 87 $ 16,435,000 $ 188,908 $ 104,000
Kosciusko, Indiana 86 $ 14,930,000 $ 173,604 $ 101,000
Franklin, New York 85 $ 10,125,000 $ 119,117 $ 85,000
Knox, Maine 84 $ 14,910,000 $ 177,500 $ 91,000
Northampton, Pennsylvania 84 $ 23,700,000 $ 282,142 $ 102,000
Palm Beach, Florida 82 $ 53,950,000 $ 657,926 $ 470,000
Clark, Nevada 82 $ 73,330,000 $ 894,268 $ 246,000
Sullivan, New York 82 $ 13,500,000 $ 164,634 $ 130,000
Warren, New York 82 $ 24,590,000 $ 299,878 $ 147,000
Greene, Ohio 81 $ 11,485,000 $ 141,790 $ 121,000
Tooele, Utah 81 $ 16,725,000 $ 206,481 $ 89,000
Shelby, Indiana 80 $ 42,330,000 $ 529,125 $ 84,000
Grays Harbor, Washington 80 $ 12,870,000 $ 160,875 $ 92,000
Chelan, Washington 79 $ 44,145,000 $ 558,797 $ 224,000
Livingston, Michigan 76 $ 14,130,000 $ 185,921 $ 166,000
Orleans, New York 74 $ 6,430,000 $ 86,891 $ 65,000
Island, Washington 73 $ 17,015,000 $ 233,082 $ 134,000
Wayne, New York 71 $ 8,315,000 $ 117,112 $ 87,000
Teton, Idaho 70 $ 17,560,000 $ 250,857 $ 135,000
Hancock, Maine 70 $ 14,530,000 $ 207,571 $ 96,000
Josephine, Oregon 69 $ 9,895,000 $ 143,405 $ 74,000
Washington, Utah 68 $ 23,730,000 $ 348,970 $ 356,000
Bannock, Idaho 67 $ 9,665,000 $ 144,253 $ 79,000
Twin Falls, Idaho 67 $ 15,805,000 $ 235,895 $ 160,000
Fayette, Pennsylvania 66 $ 6,780,000 $ 102,727 $ 75,000
Stevens, Washington 66 $ 10,870,000 $ 164,696 $ 94,000
Middlesex, Massachusetts 65 $ 252,455,000 $ 3,883,923 $ 223,000
Otsego, New York 65 $ 10,285,000 $ 158,230 $ 129,000
Suffolk, New York 65 $ 28,175,000 $ 433,461 $ 296,000
Somerset, Maine 64 $ 5,390,000 $ 84,218 $ 72,000
Livingston, New York 64 $ 7,240,000 $ 113,125 $ 126,000
Monroe, Pennsylvania 64 $ 7,420,000 $ 115,937 $ 83,000
Tompkins, New York 63 $ 10,585,000 $ 168,015 $ 105,000
Hancock, Ohio 63 $ 6,265,000 $ 99,444 $ 66,000
Trumbull, Ohio 63 $ 6,915,000 $ 109,761 $ 79,000
Broomfield, Colorado 62 $ 21,430,000 $ 345,645 $ 175,000
Queens, New York 61 $ 125,925,000 $ 2,064,344 $ 144,000
San Juan, Washington 61 $ 21,975,000 $ 360,245 $ 177,000
Cattaraugus, New York 60 $ 12,040,000 $ 200,666 $ 192,000
Pacific, Washington 60 $ 8,600,000 $ 143,333 $ 76,000
Kittitas, Washington 59 $ 20,635,000 $ 349,745 $ 261,000
Fairbanks North Star, Alaska 58 $ 10,130,000 $ 174,655 $ 84,000
Walton, Florida 58 $ 77,810,000 $ 1,341,551 $ 618,000
Morgan, Indiana 58 $ 7,760,000 $ 133,793 $ 80,000
Wyoming, New York 57 $ 6,435,000 $ 112,894 $ 92,000
Franklin, Vermont 57 $ 8,405,000 $ 147,456 $ 85,000
Rutland, Vermont 57 $ 8,505,000 $ 149,210 $ 99,000
Lincoln, Maine 56 $ 8,790,000 $ 156,964 $ 89,000
Bergen, New Jersey 56 $ 27,630,000 $ 493,392 $ 263,000
Riverside, California 55 $ 103,385,000 $ 1,879,727 $ 630,000
New London, Connecticut 55 $ 9,615,000 $ 174,818 $ 112,000
Ottawa, Ohio 54 $ 10,000,000 $ 185,185 $ 186,000
Addison, Vermont 53 $ 11,135,000 $ 210,094 $ 84,000
Broward, Florida 52 $ 109,590,000 $ 2,107,500 $ 285,000
Cook, Illinois 52 $ 100,140,000 $ 1,925,769 $ 288,000
Lewis, New York 52 $ 6,140,000 $ 118,076 $ 88,000
Nassau, New York 52 $ 97,160,000 $ 1,868,461 $ 263,000
Columbiana, Ohio 52 $ 6,210,000 $ 119,423 $ 84,000
Fairfield, Ohio 52 $ 11,390,000 $ 219,038 $ 128,000
Clark, Ohio 51 $ 12,975,000 $ 254,411 $ 70,000
Fulton, Ohio 50 $ 6,210,000 $ 124,200 $ 73,000
Beaver, Pennsylvania 50 $ 6,140,000 $ 122,800 $ 102,000
Orange, Florida 49 $ 569,925,000 $ 11,631,122 $ 379,000
Gem, Idaho 49 $ 7,315,000 $ 149,285 $ 70,000
Spokane, Washington 49 $ 18,265,000 $ 372,755 $ 180,000
Santa Clara, California 48 $ 57,190,000 $ 1,191,458 $ 372,000
Licking, Ohio 48 $ 8,500,000 $ 177,083 $ 91,000
Sarasota, Florida 45 $ 16,795,000 $ 373,222 $ 316,000
Union, Ohio 45 $ 32,585,000 $ 724,111 $ 187,000
San Bernardino, California 44 $ 104,820,000 $ 2,382,272 $ 244,000
Klickitat, Washington 44 $ 8,740,000 $ 198,636 $ 120,000
Alameda, California 43 $ 58,105,000 $ 1,351,279 $ 256,000
Miami-Dade, Florida 43 $ 76,165,000 $ 1,771,279 $ 455,000
Kings, New York 42 $ 30,150,000 $ 717,857 $ 300,000
Starke, Indiana 41 $ 3,995,000 $ 97,439 $ 60,000
Norfolk, Massachusetts 41 $ 66,865,000 $ 1,630,853 $ 301,000
Macomb, Michigan 41 $ 31,915,000 $ 778,414 $ 139,000
Lincoln, Oregon 41 $ 12,035,000 $ 293,536 $ 136,000
Steuben, Indiana 40 $ 7,170,000 $ 179,250 $ 121,000
Herkimer, New York 40 $ 6,250,000 $ 156,250 $ 94,000
Cowlitz, Washington 40 $ 8,310,000 $ 207,750 $ 107,000
Ketchikan Gateway, Alaska 39 $ 8,615,000 $ 220,897 $ 90,000
Bronx, New York 39 $ 86,645,000 $ 2,221,666 $ 133,000
Delaware, Pennsylvania 39 $ 12,075,000 $ 309,615 $ 162,000
Franklin, Washington 39 $ 7,465,000 $ 191,410 $ 130,000
Harris, Texas 38 $ 95,150,000 $ 2,503,947 $ 367,000
Aleutians West, Alaska 36 $ 10,670,000 $ 296,388 $ 131,000
Valley, Idaho 36 $ 15,920,000 $ 442,222 $ 266,000
Payette, Idaho 34 $ 5,800,000 $ 170,588 $ 90,000
Hancock, Indiana 34 $ 6,130,000 $ 180,294 $ 127,000
New York, New York 34 $ 91,585,000 $ 2,693,676 $ 1,609,000
Washington, New York 34 $ 6,600,000 $ 194,117 $ 121,000
Wasco, Oregon 34 $ 6,540,000 $ 192,352 $ 115,000
Jackson, Michigan 33 $ 5,845,000 $ 177,121 $ 122,000
Sandusky, Ohio 32 $ 3,340,000 $ 104,375 $ 73,000
Pinellas, Florida 31 $ 15,885,000 $ 512,419 $ 474,000
Fremont, Idaho 31 $ 4,445,000 $ 143,387 $ 99,000
Jefferson, Idaho 31 $ 6,925,000 $ 223,387 $ 112,000
Franklin, Maine 31 $ 5,725,000 $ 184,677 $ 182,000
Carroll, Ohio 31 $ 3,825,000 $ 123,387 $ 100,000
Wasatch, Utah 31 $ 15,815,000 $ 510,161 $ 249,000
Pima, Arizona 30 $ 38,510,000 $ 1,283,666 $ 195,000
St. Joseph, Michigan 30 $ 2,260,000 $ 75,333 $ 58,000
Mecklenburg, North Carolina 30 $ 247,510,000 $ 8,250,333 $ 281,000
Schuylkill, Pennsylvania 30 $ 2,630,000 $ 87,666 $ 75,000
Douglas, Washington 30 $ 6,520,000 $ 217,333 $ 104,000
Worcester, Massachusetts 28 $ 25,600,000 $ 914,285 $ 154,000
Eagle, Colorado 27 $ 17,795,000 $ 659,074 $ 269,000
Litchfield, Connecticut 27 $ 6,045,000 $ 223,888 $ 96,000
Hillsborough, Florida 27 $ 173,055,000 $ 6,409,444 $ 234,000
Cassia, Idaho 27 $ 3,795,000 $ 140,555 $ 69,000
Barnstable, Massachusetts 27 $ 8,215,000 $ 304,259 $ 178,000
Schoharie, New York 27 $ 3,545,000 $ 131,296 $ 92,000
Sacramento, California 26 $ 14,530,000 $ 558,846 $ 264,000
Grand, Colorado 26 $ 8,890,000 $ 341,923 $ 242,000
Piscataquis, Maine 26 $ 3,200,000 $ 123,076 $ 103,000
Seneca, Ohio 26 $ 2,240,000 $ 86,153 $ 64,000
Columbia, Oregon 26 $ 4,950,000 $ 190,384 $ 92,000
Charleston, South Carolina 26 $ 77,620,000 $ 2,985,384 $ 346,000
Dallas, Texas 26 $ 77,600,000 $ 2,984,615 $ 332,000
Hampshire, Massachusetts 25 $ 5,655,000 $ 226,200 $ 157,000
Clatsop, Oregon 25 $ 8,665,000 $ 346,600 $ 235,000
Windham, Vermont 25 $ 3,435,000 $ 137,400 $ 111,000
Fairfax, Virginia 25 $ 44,045,000 $ 1,761,800 $ 294,000
Cape May, New Jersey 24 $ 21,150,000 $ 881,250 $ 580,000
Defiance, Ohio 24 $ 3,000,000 $ 125,000 $ 93,000
Washington, Vermont 24 $ 5,530,000 $ 230,416 $ 132,000
Contra Costa, California 23 $ 24,425,000 $ 1,061,956 $ 336,000
Minidoka, Idaho 23 $ 2,115,000 $ 91,956 $ 64,000
Juneau, Alaska 22 $ 5,390,000 $ 245,000 $ 123,000
San Francisco, California 22 $ 22,110,000 $ 1,005,000 $ 344,000
Pulaski, Indiana 22 $ 2,170,000 $ 98,636 $ 56,000
Wayne, Ohio 22 $ 3,450,000 $ 156,818 $ 117,000
Tillamook, Oregon 22 $ 6,870,000 $ 312,272 $ 446,000
Jefferson, Washington 22 $ 7,170,000 $ 325,909 $ 180,000
Placer, California 21 $ 17,585,000 $ 837,380 $ 404,000
Manatee, Florida 21 $ 42,645,000 $ 2,030,714 $ 130,000
Marion, Florida 21 $ 6,005,000 $ 285,952 $ 189,000
Monmouth, New Jersey 21 $ 15,255,000 $ 726,428 $ 546,000
Beaufort, South Carolina 21 $ 65,955,000 $ 3,140,714 $ 1,173,000
Okanogan, Washington 21 $ 2,795,000 $ 133,095 $ 97,000
Elbert, Colorado 20 $ 8,070,000 $ 403,500 $ 168,000
Volusia, Florida 20 $ 31,550,000 $ 1,577,500 $ 265,000
Kootenai, Idaho 20 $ 6,420,000 $ 321,000 $ 186,000
Madison, Idaho 20 $ 3,390,000 $ 169,500 $ 74,000
Marshall, Indiana 20 $ 2,250,000 $ 112,500 $ 55,000
Plymouth, Massachusetts 20 $ 5,180,000 $ 259,000 $ 223,000
Cass, Michigan 20 $ 2,490,000 $ 124,500 $ 69,000
Ocean, New Jersey 20 $ 12,080,000 $ 604,000 $ 317,000
Delaware, New York 20 $ 3,230,000 $ 161,500 $ 94,000
Essex, New York 20 $ 6,110,000 $ 305,500 $ 190,000
Steuben, New York 20 $ 2,160,000 $ 108,000 $ 129,000
Pickaway, Ohio 20 $ 2,850,000 $ 142,500 $ 129,000
Kodiak Island, Alaska 19 $ 3,235,000 $ 170,263 $ 92,000
Fulton, Georgia 19 $ 50,310,000 $ 2,647,894 $ 301,000
Wake, North Carolina 19 $ 35,935,000 $ 1,891,315 $ 164,000
Ventura, California 18 $ 73,370,000 $ 4,076,111 $ 338,000
Routt, Colorado 18 $ 6,390,000 $ 355,000 $ 216,000
St. Johns, Florida 18 $ 43,740,000 $ 2,430,000 $ 212,000
Essex, Massachusetts 18 $ 28,440,000 $ 1,580,000 $ 228,000
Suffolk, Massachusetts 18 $ 39,110,000 $ 2,172,777 $ 197,000
Genesee, Michigan 18 $ 1,570,000 $ 87,222 $ 84,000
Hillsdale, Michigan 18 $ 1,870,000 $ 103,888 $ 43,000
Grand Isle, Vermont 18 $ 5,180,000 $ 287,777 $ 195,000
Park, Colorado 17 $ 4,445,000 $ 261,470 $ 180,000
St. Lucie, Florida 17 $ 23,665,000 $ 1,392,058 $ 164,000
Kenton, Kentucky 17 $ 3,055,000 $ 179,705 $ 95,000
Rockingham, New Hampshire 17 $ 8,435,000 $ 496,176 $ 261,000
Union, New Jersey 17 $ 71,345,000 $ 4,196,764 $ 140,000
Seminole, Florida 16 $ 39,460,000 $ 2,466,250 $ 583,000
DuPage, Illinois 16 $ 38,250,000 $ 2,390,625 $ 243,000
Essex, New Jersey 16 $ 37,130,000 $ 2,320,625 $ 275,000
Ashland, Ohio 16 $ 1,940,000 $ 121,250 $ 89,000
Douglas, Oregon 16 $ 3,310,000 $ 206,875 $ 118,000
Brevard, Florida 15 $ 77,685,000 $ 5,179,000 $ 234,000
Indian River, Florida 15 $ 8,145,000 $ 543,000 $ 381,000
Washington, Maine 15 $ 1,945,000 $ 129,666 $ 90,000
Allegany, New York 15 $ 1,945,000 $ 129,666 $ 123,000
Madison, Ohio 15 $ 2,435,000 $ 162,333 $ 99,000
Collin, Texas 15 $ 23,695,000 $ 1,579,666 $ 303,000
Skamania, Washington 15 $ 3,975,000 $ 265,000 $ 93,000
Martin, Florida 14 $ 7,270,000 $ 519,285 $ 242,000
Sumter, Florida 14 $ 3,510,000 $ 250,714 $ 148,000
Maui, Hawaii 14 $ 10,410,000 $ 743,571 $ 393,000
Delaware, Indiana 14 $ 2,230,000 $ 159,285 $ 91,000
Berrien, Michigan 14 $ 2,670,000 $ 190,714 $ 164,000
Washoe, Nevada 14 $ 126,040,000 $ 9,002,857 $ 282,000
Knox, Ohio 14 $ 2,780,000 $ 198,571 $ 115,000
Miami, Ohio 14 $ 2,300,000 $ 164,285 $ 86,000
Klamath, Oregon 14 $ 5,340,000 $ 381,428 $ 108,000
Horry, South Carolina 14 $ 2,180,000 $ 155,714 $ 135,000
Mohave, Arizona 13 $ 5,175,000 $ 398,076 $ 150,000
Sonoma, California 13 $ 18,495,000 $ 1,422,692 $ 278,000
Pasco, Florida 13 $ 80,145,000 $ 6,165,000 $ 111,000
Boise, Idaho 13 $ 2,505,000 $ 192,692 $ 83,000
Allen, Indiana 13 $ 2,665,000 $ 205,000 $ 138,000
LaPorte, Indiana 13 $ 2,515,000 $ 193,461 $ 138,000
Monroe, Indiana 13 $ 1,605,000 $ 123,461 $ 48,000
Bristol, Massachusetts 13 $ 33,095,000 $ 2,545,769 $ 213,000
Atlantic, New Jersey 13 $ 2,665,000 $ 205,000 $ 186,000
Hudson, New Jersey 13 $ 12,435,000 $ 956,538 $ 261,000
Morgan, Utah 13 $ 5,855,000 $ 450,384 $ 205,000
Orange, Vermont 13 $ 1,205,000 $ 92,692 $ 126,000
Santa Barbara, California 12 $ 9,580,000 $ 798,333 $ 577,000
Charlotte, Florida 12 $ 2,800,000 $ 233,333 $ 133,000
Duval, Florida 12 $ 60,630,000 $ 5,052,500 $ 157,000
Flagler, Florida 12 $ 3,470,000 $ 289,166 $ 171,000
Monroe, Florida 12 $ 7,340,000 $ 611,666 $ 207,000
DeKalb, Georgia 12 $ 5,870,000 $ 489,166 $ 342,000
Dearborn, Indiana 12 $ 1,660,000 $ 138,333 $ 100,000
Ingham, Michigan 12 $ 17,360,000 $ 1,446,666 $ 79,000
Hennepin, Minnesota 12 $ 34,040,000 $ 2,836,666 $ 316,000
Burlington, New Jersey 12 $ 4,910,000 $ 409,166 $ 199,000
Middlesex, New Jersey 12 $ 4,430,000 $ 369,166 $ 198,000
Bernalillo, New Mexico 12 $ 23,770,000 $ 1,980,833 $ 141,000
Coos, Oregon 12 $ 1,730,000 $ 144,166 $ 104,000
Washington, Rhode Island 12 $ 4,190,000 $ 349,166 $ 194,000
Travis, Texas 12 $ 46,160,000 $ 3,846,666 $ 387,000
Lincoln, Washington 12 $ 1,580,000 $ 131,666 $ 158,000
Coconino, Arizona 11 $ 45,125,000 $ 4,102,272 $ 205,000
El Dorado, California 11 $ 7,655,000 $ 695,909 $ 268,000
Gunnison, Colorado 11 $ 5,965,000 $ 542,272 $ 206,000
Morgan, Colorado 11 $ 1,895,000 $ 172,272 $ 99,000
District of Columbia, District Of Columbia 11 $ 7,615,000 $ 692,272 $ 411,000
Anne Arundel, Maryland 11 $ 42,965,000 $ 3,905,909 $ 666,000
Montgomery, Maryland 11 $ 71,905,000 $ 6,536,818 $ 368,000
Chenango, New York 11 $ 1,255,000 $ 114,090 $ 88,000
Davidson, Tennessee 11 $ 46,915,000 $ 4,265,000 $ 333,000
Tarrant, Texas 11 $ 27,575,000 $ 2,506,818 $ 288,000
Santa Cruz, California 10 $ 7,715,000 $ 771,500 $ 324,000
Mesa, Colorado 10 $ 6,000,000 $ 600,000 $ 281,000
Lake, Indiana 10 $ 54,910,000 $ 5,491,000 $ 243,000
Porter, Indiana 10 $ 2,460,000 $ 246,000 $ 147,000
Campbell, Kentucky 10 $ 980,000 $ 98,000 $ 117,000
Berkshire, Massachusetts 10 $ 3,080,000 $ 308,000 $ 219,000
Grafton, New Hampshire 10 $ 3,060,000 $ 306,000 $ 150,000
Hamilton, New York 10 $ 1,680,000 $ 168,000 $ 114,000
Tioga, New York 10 $ 1,410,000 $ 141,000 $ 105,000
Yates, New York 10 $ 2,340,000 $ 234,000 $ 183,000
Henry, Ohio 10 $ 1,520,000 $ 152,000 $ 73,000
Armstrong, Pennsylvania 10 $ 920,000 $ 92,000 $ 83,000
Crawford, Pennsylvania 10 $ 1,350,000 $ 135,000 $ 93,000
Providence, Rhode Island 10 $ 4,180,000 $ 418,000 $ 161,000
Fresno, California 9 $ 5,255,000 $ 583,888 $ 303,000
Polk, Florida 9 $ 1,715,000 $ 190,555 $ 82,000
Cobb, Georgia 9 $ 4,175,000 $ 463,888 $ 290,000
Blaine, Idaho 9 $ 6,125,000 $ 680,555 $ 387,000
Bonner, Idaho 9 $ 1,945,000 $ 216,111 $ 129,000
Nantucket, Massachusetts 9 $ 12,815,000 $ 1,423,888 $ 630,000
St. Louis, Missouri 9 $ 5,045,000 $ 560,555 $ 256,000
Hillsborough, New Hampshire 9 $ 4,975,000 $ 552,777 $ 342,000
Passaic, New Jersey 9 $ 3,065,000 $ 340,555 $ 236,000
Seneca, New York 9 $ 6,955,000 $ 772,777 $ 126,000
Crawford, Ohio 9 $ 775,000 $ 86,111 $ 76,000
Tuscarawas, Ohio 9 $ 1,495,000 $ 166,111 $ 109,000
Cumberland, Pennsylvania 9 $ 32,015,000 $ 3,557,222 $ 174,000
Dauphin, Pennsylvania 9 $ 29,425,000 $ 3,269,444 $ 217,000
Lackawanna, Pennsylvania 9 $ 24,985,000 $ 2,776,111 $ 241,000
Greenville, South Carolina 9 $ 25,125,000 $ 2,791,666 $ 289,000
Denton, Texas 9 $ 5,015,000 $ 557,222 $ 219,000
Ferry, Washington 9 $ 1,675,000 $ 186,111 $ 154,000
Marin, California 8 $ 10,000,000 $ 1,250,000 $ 313,000
San Mateo, California 8 $ 7,810,000 $ 976,250 $ 351,000
Chaffee, Colorado 8 $ 3,750,000 $ 468,750 $ 224,000
La Plata, Colorado 8 $ 4,980,000 $ 622,500 $ 185,000
Logan, Colorado 8 $ 780,000 $ 97,500 $ 55,000
Franklin, Idaho 8 $ 1,900,000 $ 237,500 $ 98,000
Jerome, Idaho 8 $ 1,340,000 $ 167,500 $ 83,000
Lake, Illinois 8 $ 4,910,000 $ 613,750 $ 745,000
Brown, Indiana 8 $ 1,820,000 $ 227,500 $ 151,000
LaGrange, Indiana 8 $ 780,000 $ 97,500 $ 82,000
Camden, New Jersey 8 $ 2,670,000 $ 333,750 $ 234,000
Morris, New Jersey 8 $ 3,530,000 $ 441,250 $ 241,000
Buncombe, North Carolina 8 $ 3,790,000 $ 473,750 $ 298,000
Cabarrus, North Carolina 8 $ 63,590,000 $ 7,948,750 $ 183,000
Brown, Ohio 8 $ 810,000 $ 101,250 $ 60,000
Logan, Ohio 8 $ 1,590,000 $ 198,750 $ 116,000
Luzerne, Pennsylvania 8 $ 13,030,000 $ 1,628,750 $ 124,000
Williamson, Tennessee 8 $ 7,380,000 $ 922,500 $ 353,000
Bennington, Vermont 8 $ 1,580,000 $ 197,500 $ 119,000
Monterey, California 7 $ 5,845,000 $ 835,000 $ 278,000
San Joaquin, California 7 $ 4,805,000 $ 686,428 $ 330,000
Bay, Florida 7 $ 3,785,000 $ 540,714 $ 242,000
Okaloosa, Florida 7 $ 4,805,000 $ 686,428 $ 343,000
Bear Lake, Idaho 7 $ 1,705,000 $ 243,571 $ 111,000
Jefferson, Kentucky 7 $ 68,925,000 $ 9,846,428 $ 223,000
Baltimore City, Maryland 7 $ 35,525,000 $ 5,075,000 $ 209,000
Dukes, Massachusetts 7 $ 3,225,000 $ 460,714 $ 240,000
Ottawa, Michigan 7 $ 2,175,000 $ 310,714 $ 215,000
Ramsey, Minnesota 7 $ 1,745,000 $ 249,285 $ 135,000
Strafford, New Hampshire 7 $ 30,285,000 $ 4,326,428 $ 177,000
Richmond, New York 7 $ 2,815,000 $ 402,142 $ 172,000
Morrow, Ohio 7 $ 1,515,000 $ 216,428 $ 99,000
Malheur, Oregon 7 $ 945,000 $ 135,000 $ 104,000
Lancaster, Pennsylvania 7 $ 1,655,000 $ 236,428 $ 139,000
Wayne, Pennsylvania 7 $ 915,000 $ 130,714 $ 154,000
Knox, Tennessee 7 $ 1,485,000 $ 212,142 $ 220,000
Rich, Utah 7 $ 1,675,000 $ 239,285 $ 302,000
Windsor, Vermont 7 $ 1,575,000 $ 225,000 $ 224,000
Walla Walla, Washington 7 $ 2,545,000 $ 363,571 $ 247,000
Tulare, California 6 $ 1,820,000 $ 303,333 $ 239,000
Lake, Colorado 6 $ 1,440,000 $ 240,000 $ 93,000
Montrose, Colorado 6 $ 2,530,000 $ 421,666 $ 111,000
Pueblo, Colorado 6 $ 930,000 $ 155,000 $ 133,000
New Castle, Delaware 6 $ 26,050,000 $ 4,341,666 $ 174,000
Lake, Florida 6 $ 1,020,000 $ 170,000 $ 104,000
Gwinnett, Georgia 6 $ 1,705,000 $ 284,166 $ 135,000
Lincoln, Idaho 6 $ 840,000 $ 140,000 $ 125,000
Bartholomew, Indiana 6 $ 1,160,000 $ 193,333 $ 89,000
Noble, Indiana 6 $ 760,000 $ 126,666 $ 198,000
Tipton, Indiana 6 $ 850,000 $ 141,666 $ 65,000
Howard, Maryland 6 $ 70,740,000 $ 11,790,000 $ 271,000
Kalamazoo, Michigan 6 $ 4,510,000 $ 751,666 $ 91,000
Gallatin, Montana 6 $ 4,480,000 $ 746,666 $ 419,000
Belknap, New Hampshire 6 $ 1,580,000 $ 263,333 $ 174,000
Carroll, New Hampshire 6 $ 1,360,000 $ 226,666 $ 82,000
Somerset, New Jersey 6 $ 52,810,000 $ 8,801,666 $ 280,000
Sussex, New Jersey 6 $ 1,610,000 $ 268,333 $ 274,000
Iredell, North Carolina 6 $ 31,160,000 $ 5,193,333 $ 258,000
New Hanover, North Carolina 6 $ 6,230,000 $ 1,038,333 $ 598,000
Marion, Ohio 6 $ 660,000 $ 110,000 $ 93,000
Crook, Oregon 6 $ 2,610,000 $ 435,000 $ 206,000
Shelby, Tennessee 6 $ 26,720,000 $ 4,453,333 $ 211,000
Bexar, Texas 6 $ 48,260,000 $ 8,043,333 $ 326,000
Carbon, Utah 6 $ 770,000 $ 128,333 $ 68,000
Loudoun, Virginia 6 $ 3,090,000 $ 515,000 $ 263,000
Adams, Washington 6 $ 950,000 $ 158,333 $ 75,000
Teton, Wyoming 6 $ 6,120,000 $ 1,020,000 $ 468,000
Denali, Alaska 5 $ 165,000 $ 33,000 $ 109,000
Yavapai, Arizona 5 $ 1,775,000 $ 355,000 $ 207,000
Yuma, Arizona 5 $ 1,115,000 $ 223,000 $ 160,000
San Luis Obispo, California 5 $ 4,195,000 $ 839,000 $ 252,000
Delta, Colorado 5 $ 1,065,000 $ 213,000 $ 65,000
Garfield, Colorado 5 $ 2,555,000 $ 511,000 $ 184,000
Oneida, Idaho 5 $ 685,000 $ 137,000 $ 56,000
Carroll, Indiana 5 $ 1,005,000 $ 201,000 $ 129,000
Putnam, Indiana 5 $ 935,000 $ 187,000 $ 131,000
Worcester, Maryland 5 $ 2,315,000 $ 463,000 $ 288,000
Franklin, Massachusetts 5 $ 775,000 $ 155,000 $ 49,000
Clinton, Michigan 5 $ 595,000 $ 119,000 $ 133,000
Kent, Michigan 5 $ 1,375,000 $ 275,000 $ 185,000
Ogemaw, Michigan 5 $ 875,000 $ 175,000 $ 142,000
Forsyth, North Carolina 5 $ 12,905,000 $ 2,581,000 $ 149,000
Orange, North Carolina 5 $ 3,125,000 $ 625,000 $ 429,000
Oklahoma, Oklahoma 5 $ 5,145,000 $ 1,029,000 $ 447,000
Jefferson, Oregon 5 $ 935,000 $ 187,000 $ 99,000
Greene, Pennsylvania 5 $ 475,000 $ 95,000 $ 58,000
Somerset, Pennsylvania 5 $ 1,065,000 $ 213,000 $ 471,000
Bristol, Rhode Island 5 $ 7,045,000 $ 1,409,000 $ 363,000
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Mortgage Loan Application Detail Totals for Keybank National Association in 2020

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
Refinancing 31,518 $12,122,280,000 $384,000 $83,885,000 $134,000 $8,898,000
Home Purchase 12,481 $8,011,785,000 $642,000 $87,005,000 $183,000 $9,660,000
Other Purpose 11,763 $1,761,585,000 $149,000 $6,095,000 $147,000 $9,570,000
Cash-out Refinancing 6,818 $2,142,670,000 $314,000 $3,995,000 $143,000 $4,348,000
Home Improvement 6,617 $820,535,000 $124,000 $25,045,000 $121,000 $2,496,000
Not Applicable 39 $3,155,000 $80,000 $435,000 $0 $0

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 51,526 $11,649,870,000 $226,000 $21,355,000 $140,000 $9,660,000
Not Provided 9,275 $3,147,785,000 $339,000 $4,505,000 $173,000 $9,180,000
Asian 3,152 $1,439,810,000 $456,000 $2,905,000 $185,000 $3,869,000
Hispanic 2,236 $466,910,000 $208,000 $1,785,000 $108,000 $1,065,000
Black or African American 1,865 $304,215,000 $163,000 $1,785,000 $99,000 $1,260,000
Not applicable 450 $7,681,250,000 $17,300,000 $87,005,000 $0 $0
American Indian or Alaskan Native 240 $46,660,000 $194,000 $5,665,000 $194,000 $5,715,000
Native Hawaiian or Other Pacific Islander 82 $19,930,000 $243,000 $1,195,000 $118,000 $322,000

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) 67,941 $24,012,805,000 $353,000 $87,005,000 $146,000 $9,660,000
FHA-insured (Federal Housing Administration) 1,129 $807,215,000 $714,000 $66,805,000 $65,000 $770,000
VA-guaranteed (Veterans Administration) 166 $41,990,000 $252,000 $875,000 $82,000 $361,000
FSA/RHS (Farm Service Agency or Rural Housing Service) 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 42,534 $17,904,530,000 $421,000 $87,005,000 $153,000 $9,660,000
Application Denied By Financial Institution 11,298 $2,105,590,000 $186,000 $48,775,000 $101,000 $3,900,000
File Closed For Incompleteness 7,752 $1,990,100,000 $256,000 $41,735,000 $152,000 $9,570,000
Application Withdrawn By Applicant 5,258 $2,058,380,000 $391,000 $69,065,000 $159,000 $5,715,000
Application Approved But Not Accepted 2,324 $795,530,000 $342,000 $61,115,000 $148,000 $4,123,000
Loan Purchased By The Institution 70 $7,880,000 $112,000 $435,000 $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
Not applicable 57,938 $22,756,420,000 $392,000 $87,005,000 $153,000 $9,660,000
Debt-To-Income Ratio 3,981 $831,995,000 $208,000 $6,005,000 $62,000 $1,106,000
Credit History 3,765 $495,175,000 $131,000 $8,905,000 $105,000 $3,900,000
Collateral 1,828 $375,890,000 $205,000 $2,515,000 $145,000 $2,076,000
Other 1,021 $255,415,000 $250,000 $48,775,000 $132,000 $2,640,000
Credit Application Incomplete 379 $78,815,000 $207,000 $1,445,000 $154,000 $1,440,000
Unverifiable Information 220 $43,790,000 $199,000 $2,505,000 $156,000 $2,136,000
Insufficient Cash (Downpayment, Closing Cost) 67 $19,925,000 $297,000 $1,915,000 $114,000 $486,000
Employment History 37 $4,585,000 $123,000 $295,000 $44,000 $222,000
Mortgage Insurance Denied 0 $0 $0 $0 $0 $0

Our comprehensive HMDA mortgage statistics provide invaluable insights into Keybank National Association's 2020 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 Keybank National Association'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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