Keybank National Association Mortgage Lending & HMDA Data, 2021

In 2021, Keybank National Association of Cleveland, OH reported 75,683 mortgage applications totaling $30.9 billion, up 9% from 2020. The average application was for $407,869, and applicants reported an average income of $157,830. 69% of its applications resulted in an originated loan and 14% were denied. Its largest markets were Seattle-Bellevue-Everett, WA (7,270), Buffalo-Cheektowaga-Niagara Falls, NY (4,894) and Cleveland-Elyria, OH (4,630) (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 75,683
Total Mortgage Loan Application Amount $30,868,805,000
Average Mortgage Loan Application Amount $407,869
Highest Mortgage Loan Application Amount $96,995,000
Average Applicant Income $157,830
Highest Applicant Income $9,966,000

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records Keybank National Association filed with the FFIEC and count every application it reported (approved, denied, withdrawn or purchased), not just closed loans.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 2021

County Total Number of Mortgage Loan Applications Total Dollar Amount of Mortgage Loans Applications Average Mortgage Loan Application Amount Average Applicant Income
King, Washington 5,424 $ 3,810,420,000 $ 702,511 $ 240,000
Erie, New York 3,935 $ 741,195,000 $ 188,359 $ 111,000
Cuyahoga, Ohio 3,190 $ 654,400,000 $ 205,141 $ 139,000
Snohomish, Washington 1,846 $ 995,850,000 $ 539,463 $ 162,000
Pierce, Washington 1,586 $ 433,240,000 $ 273,165 $ 127,000
Allegheny, Pennsylvania 1,263 $ 189,085,000 $ 149,711 $ 107,000
Multnomah, Oregon 1,062 $ 426,290,000 $ 401,403 $ 193,000
Montgomery, Pennsylvania 1,001 $ 189,745,000 $ 189,555 $ 121,000
Salt Lake, Utah 989 $ 541,535,000 $ 547,558 $ 216,000
New Haven, Connecticut 960 $ 220,480,000 $ 229,666 $ 134,000
Niagara, New York 959 $ 122,265,000 $ 127,492 $ 92,000
Monroe, New York 936 $ 187,580,000 $ 200,405 $ 115,000
Washington, Oregon 904 $ 296,180,000 $ 327,632 $ 166,000
Clackamas, Oregon 901 $ 331,125,000 $ 367,508 $ 193,000
Ada, Idaho 898 $ 309,830,000 $ 345,022 $ 178,000
Onondaga, New York 889 $ 204,805,000 $ 230,376 $ 110,000
Cumberland, Maine 877 $ 194,625,000 $ 221,921 $ 139,000
Franklin, Ohio 841 $ 215,705,000 $ 256,486 $ 120,000
Summit, Ohio 829 $ 144,615,000 $ 174,445 $ 117,000
Lucas, Ohio 821 $ 100,065,000 $ 121,881 $ 85,000
Stark, Ohio 815 $ 92,425,000 $ 113,404 $ 87,000
Denver, Colorado 771 $ 416,225,000 $ 539,850 $ 212,000
Hartford, Connecticut 761 $ 130,065,000 $ 170,913 $ 115,000
Albany, New York 714 $ 217,980,000 $ 305,294 $ 132,000
Fairfield, Connecticut 616 $ 465,570,000 $ 755,795 $ 272,000
Jefferson, Colorado 600 $ 295,810,000 $ 493,016 $ 172,000
Arapahoe, Colorado 586 $ 273,920,000 $ 467,440 $ 181,000
Rockland, New York 515 $ 125,955,000 $ 244,572 $ 138,000
Yakima, Washington 506 $ 89,570,000 $ 177,015 $ 83,000
Lake, Ohio 504 $ 70,500,000 $ 139,880 $ 94,000
Marion, Oregon 502 $ 121,070,000 $ 241,175 $ 114,000
Santa Clara, California 490 $ 584,900,000 $ 1,193,673 $ 331,000
Orange, New York 487 $ 154,945,000 $ 318,162 $ 118,000
Lorain, Ohio 480 $ 81,180,000 $ 169,125 $ 123,000
Saratoga, New York 468 $ 222,280,000 $ 474,957 $ 138,000
Douglas, Colorado 464 $ 381,280,000 $ 821,724 $ 231,000
Westchester, New York 448 $ 188,290,000 $ 420,290 $ 203,000
Clark, Washington 446 $ 173,980,000 $ 390,089 $ 183,000
Hamilton, Ohio 441 $ 93,375,000 $ 211,734 $ 148,000
Westmoreland, Pennsylvania 432 $ 49,900,000 $ 115,509 $ 86,000
Marion, Indiana 427 $ 92,605,000 $ 216,873 $ 96,000
Dutchess, New York 426 $ 106,130,000 $ 249,131 $ 123,000
Lane, Oregon 409 $ 78,695,000 $ 192,408 $ 116,000
Hamilton, Indiana 395 $ 88,145,000 $ 223,151 $ 135,000
Tolland, Connecticut 391 $ 59,675,000 $ 152,621 $ 115,000
Oneida, New York 375 $ 46,825,000 $ 124,866 $ 87,000
Montgomery, Ohio 367 $ 63,095,000 $ 171,920 $ 87,000
Chester, Pennsylvania 345 $ 64,205,000 $ 186,101 $ 135,000
Adams, Colorado 333 $ 86,795,000 $ 260,645 $ 116,000
Rensselaer, New York 332 $ 51,450,000 $ 154,969 $ 105,000
York, Maine 329 $ 78,025,000 $ 237,158 $ 107,000
Linn, Oregon 301 $ 53,135,000 $ 176,528 $ 82,000
Washtenaw, Michigan 298 $ 251,970,000 $ 845,536 $ 140,000
Hampden, Massachusetts 296 $ 47,450,000 $ 160,304 $ 97,000
Ulster, New York 295 $ 63,405,000 $ 214,932 $ 129,000
Thurston, Washington 295 $ 91,955,000 $ 311,711 $ 149,000
Maricopa, Arizona 294 $ 287,990,000 $ 979,557 $ 357,000
Cayuga, New York 286 $ 32,750,000 $ 114,510 $ 82,000
Davis, Utah 285 $ 95,425,000 $ 334,824 $ 191,000
Larimer, Colorado 284 $ 79,330,000 $ 279,330 $ 161,000
Schenectady, New York 282 $ 59,400,000 $ 210,638 $ 91,000
Utah, Utah 274 $ 179,670,000 $ 655,729 $ 206,000
Elkhart, Indiana 271 $ 32,715,000 $ 120,719 $ 73,000
Wood, Ohio 266 $ 39,540,000 $ 148,646 $ 108,000
Alameda, California 265 $ 287,215,000 $ 1,083,830 $ 298,000
Los Angeles, California 264 $ 301,100,000 $ 1,140,530 $ 399,000
Bucks, Pennsylvania 262 $ 70,070,000 $ 267,442 $ 128,000
Washington, Pennsylvania 261 $ 32,395,000 $ 124,118 $ 107,000
Penobscot, Maine 258 $ 34,260,000 $ 132,790 $ 104,000
Kitsap, Washington 253 $ 88,295,000 $ 348,992 $ 161,000
Columbia, New York 251 $ 43,325,000 $ 172,609 $ 106,000
Portage, Ohio 249 $ 34,685,000 $ 139,297 $ 93,000
Whatcom, Washington 249 $ 99,005,000 $ 397,610 $ 157,000
Geauga, Ohio 247 $ 61,615,000 $ 249,453 $ 179,000
Chittenden, Vermont 245 $ 50,285,000 $ 205,244 $ 114,000
Monroe, Michigan 241 $ 33,155,000 $ 137,572 $ 90,000
Lehigh, Pennsylvania 236 $ 34,290,000 $ 145,296 $ 94,000
Canyon, Idaho 231 $ 51,075,000 $ 221,103 $ 85,000
Philadelphia, Pennsylvania 230 $ 121,990,000 $ 530,391 $ 136,000
Boulder, Colorado 228 $ 131,390,000 $ 576,271 $ 202,000
Aroostook, Maine 225 $ 25,205,000 $ 112,022 $ 84,000
Jackson, Oregon 223 $ 55,215,000 $ 247,600 $ 116,000
St. Joseph, Indiana 216 $ 28,320,000 $ 131,111 $ 85,000
Kennebec, Maine 210 $ 26,700,000 $ 127,142 $ 90,000
Lenawee, Michigan 209 $ 27,895,000 $ 133,468 $ 86,000
Medina, Ohio 209 $ 36,845,000 $ 176,291 $ 142,000
Jefferson, New York 207 $ 28,805,000 $ 139,154 $ 98,000
Bonneville, Idaho 204 $ 40,640,000 $ 199,215 $ 107,000
Chautauqua, New York 204 $ 23,480,000 $ 115,098 $ 118,000
Erie, Pennsylvania 204 $ 30,630,000 $ 150,147 $ 98,000
El Paso, Colorado 203 $ 143,245,000 $ 705,640 $ 151,000
Weber, Utah 200 $ 52,350,000 $ 261,750 $ 194,000
Middlesex, Connecticut 191 $ 43,365,000 $ 227,041 $ 137,000
Erie, Ohio 191 $ 25,885,000 $ 135,523 $ 86,000
Anchorage, Alaska 184 $ 44,740,000 $ 243,152 $ 151,000
Summit, Colorado 175 $ 118,655,000 $ 678,028 $ 313,000
Carbon, Pennsylvania 169 $ 15,465,000 $ 91,508 $ 74,000
Wayne, Michigan 167 $ 25,665,000 $ 153,682 $ 112,000
Madison, Indiana 166 $ 15,550,000 $ 93,674 $ 67,000
Oswego, New York 165 $ 16,305,000 $ 98,818 $ 113,000
Mahoning, Ohio 165 $ 96,605,000 $ 585,484 $ 82,000
Howard, Indiana 164 $ 15,740,000 $ 95,975 $ 61,000
Johnson, Indiana 162 $ 22,060,000 $ 136,172 $ 90,000
Clinton, New York 160 $ 19,970,000 $ 124,812 $ 98,000
Oakland, Michigan 159 $ 53,565,000 $ 336,886 $ 251,000
Windham, Connecticut 158 $ 52,500,000 $ 332,278 $ 101,000
Delaware, Ohio 158 $ 37,010,000 $ 234,240 $ 169,000
Cortland, New York 155 $ 14,805,000 $ 95,516 $ 77,000
Fulton, New York 155 $ 16,945,000 $ 109,322 $ 77,000
St. Lawrence, New York 155 $ 16,845,000 $ 108,677 $ 102,000
Broome, New York 153 $ 15,675,000 $ 102,450 $ 86,000
Putnam, New York 153 $ 31,755,000 $ 207,549 $ 129,000
Yamhill, Oregon 153 $ 45,455,000 $ 297,091 $ 136,000
Summit, Utah 153 $ 111,275,000 $ 727,287 $ 325,000
Androscoggin, Maine 151 $ 19,745,000 $ 130,761 $ 93,000
Clermont, Ohio 151 $ 22,425,000 $ 148,509 $ 123,000
Orange, California 150 $ 157,930,000 $ 1,052,866 $ 405,000
Ashtabula, Ohio 148 $ 14,490,000 $ 97,905 $ 212,000
Berks, Pennsylvania 147 $ 19,095,000 $ 129,897 $ 97,000
Butler, Ohio 144 $ 20,820,000 $ 144,583 $ 126,000
Benton, Washington 141 $ 65,765,000 $ 466,418 $ 152,000
Huron, Ohio 140 $ 15,410,000 $ 110,071 $ 74,000
Hood River, Oregon 140 $ 42,070,000 $ 300,500 $ 151,000
Warren, Ohio 137 $ 33,505,000 $ 244,562 $ 136,000
Grant, Washington 135 $ 25,695,000 $ 190,333 $ 104,000
Skagit, Washington 135 $ 36,265,000 $ 268,629 $ 120,000
Clark, Nevada 134 $ 268,150,000 $ 2,001,119 $ 228,000
Lewis, Washington 134 $ 23,240,000 $ 173,432 $ 85,000
Cook, Illinois 133 $ 237,905,000 $ 1,788,759 $ 363,000
Oxford, Maine 132 $ 15,580,000 $ 118,030 $ 91,000
Montgomery, New York 132 $ 12,890,000 $ 97,651 $ 82,000
Weld, Colorado 129 $ 34,395,000 $ 266,627 $ 127,000
Genesee, New York 127 $ 14,105,000 $ 111,062 $ 90,000
Benton, Oregon 127 $ 33,145,000 $ 260,984 $ 144,000
Clallam, Washington 127 $ 24,175,000 $ 190,354 $ 103,000
Madison, New York 124 $ 14,020,000 $ 113,064 $ 100,000
San Diego, California 122 $ 120,910,000 $ 991,065 $ 344,000
Greene, Ohio 122 $ 17,920,000 $ 146,885 $ 106,000
Collier, Florida 119 $ 97,705,000 $ 821,050 $ 486,000
Warren, Pennsylvania 119 $ 10,075,000 $ 84,663 $ 76,000
Walton, Florida 115 $ 137,435,000 $ 1,195,086 $ 637,000
Mason, Washington 115 $ 25,325,000 $ 220,217 $ 132,000
Bingham, Idaho 113 $ 19,905,000 $ 176,150 $ 93,000
Kenai Peninsula, Alaska 112 $ 23,280,000 $ 207,857 $ 104,000
Matanuska-Susitna, Alaska 112 $ 20,900,000 $ 186,607 $ 111,000
Greene, New York 112 $ 19,710,000 $ 175,982 $ 149,000
Hendricks, Indiana 110 $ 19,350,000 $ 175,909 $ 104,000
Otsego, New York 110 $ 16,460,000 $ 149,636 $ 105,000
Butler, Pennsylvania 109 $ 31,435,000 $ 288,394 $ 132,000
Kosciusko, Indiana 107 $ 19,535,000 $ 182,570 $ 112,000
Richland, Ohio 107 $ 8,065,000 $ 75,373 $ 63,000
Lee, Florida 106 $ 113,990,000 $ 1,075,377 $ 341,000
Wayne, New York 105 $ 20,865,000 $ 198,714 $ 93,000
Polk, Oregon 105 $ 26,595,000 $ 253,285 $ 124,000
Sullivan, New York 101 $ 10,395,000 $ 102,920 $ 86,000
Franklin, New York 98 $ 10,200,000 $ 104,081 $ 84,000
Palm Beach, Florida 96 $ 96,950,000 $ 1,009,895 $ 444,000
Contra Costa, California 95 $ 101,075,000 $ 1,063,947 $ 310,000
Stevens, Washington 94 $ 11,840,000 $ 125,957 $ 70,000
Boone, Indiana 93 $ 17,515,000 $ 188,333 $ 142,000
Starke, Indiana 90 $ 7,070,000 $ 78,555 $ 62,000
Grays Harbor, Washington 90 $ 16,150,000 $ 179,444 $ 93,000
San Mateo, California 89 $ 115,335,000 $ 1,295,898 $ 398,000
Cattaraugus, New York 89 $ 12,655,000 $ 142,191 $ 163,000
Morgan, Indiana 86 $ 9,890,000 $ 115,000 $ 73,000
Nassau, New York 86 $ 45,760,000 $ 532,093 $ 264,000
Deschutes, Oregon 86 $ 64,920,000 $ 754,883 $ 290,000
Fayette, Pennsylvania 85 $ 9,295,000 $ 109,352 $ 67,000
Sarasota, Florida 84 $ 169,890,000 $ 2,022,500 $ 337,000
Bannock, Idaho 84 $ 16,830,000 $ 200,357 $ 114,000
Tompkins, New York 84 $ 21,190,000 $ 252,261 $ 136,000
Livingston, New York 83 $ 10,835,000 $ 130,542 $ 83,000
Island, Washington 83 $ 24,215,000 $ 291,746 $ 154,000
Suffolk, New York 81 $ 38,185,000 $ 471,419 $ 243,000
Sagadahoc, Maine 80 $ 15,380,000 $ 192,250 $ 117,000
Ontario, New York 80 $ 17,270,000 $ 215,875 $ 172,000
Warren, New York 80 $ 33,290,000 $ 416,125 $ 235,000
Orleans, New York 79 $ 7,635,000 $ 96,645 $ 77,000
Riverside, California 77 $ 56,255,000 $ 730,584 $ 452,000
Middlesex, Massachusetts 77 $ 55,765,000 $ 724,220 $ 337,000
Clark, Ohio 75 $ 7,395,000 $ 98,600 $ 63,000
Northampton, Pennsylvania 75 $ 10,465,000 $ 139,533 $ 100,000
Shelby, Indiana 74 $ 15,290,000 $ 206,621 $ 84,000
Columbiana, Ohio 74 $ 9,110,000 $ 123,108 $ 105,000
San Juan, Washington 74 $ 32,010,000 $ 432,567 $ 172,000
Broward, Florida 73 $ 64,045,000 $ 877,328 $ 339,000
Pacific, Washington 73 $ 10,545,000 $ 144,452 $ 71,000
Cache, Utah 72 $ 20,900,000 $ 290,277 $ 114,000
Hancock, Maine 71 $ 13,025,000 $ 183,450 $ 152,000
Kings, New York 71 $ 79,005,000 $ 1,112,746 $ 377,000
Twin Falls, Idaho 70 $ 13,930,000 $ 199,000 $ 114,000
Trumbull, Ohio 70 $ 7,110,000 $ 101,571 $ 85,000
Pinellas, Florida 69 $ 78,145,000 $ 1,132,536 $ 356,000
Monroe, Pennsylvania 69 $ 8,795,000 $ 127,463 $ 104,000
Broomfield, Colorado 68 $ 27,080,000 $ 398,235 $ 185,000
Knox, Maine 68 $ 12,010,000 $ 176,617 $ 110,000
Somerset, Maine 67 $ 6,425,000 $ 95,895 $ 69,000
Queens, New York 66 $ 48,490,000 $ 734,696 $ 203,000
Waldo, Maine 65 $ 11,155,000 $ 171,615 $ 101,000
Ottawa, Ohio 64 $ 13,290,000 $ 207,656 $ 161,000
Delaware, Pennsylvania 64 $ 21,680,000 $ 338,750 $ 186,000
Ketchikan Gateway, Alaska 63 $ 12,875,000 $ 204,365 $ 94,000
New London, Connecticut 63 $ 13,825,000 $ 219,444 $ 157,000
Tooele, Utah 63 $ 10,395,000 $ 165,000 $ 100,000
Teton, Idaho 62 $ 17,440,000 $ 281,290 $ 123,000
Addison, Vermont 59 $ 10,595,000 $ 179,576 $ 97,000
Orange, Florida 58 $ 69,730,000 $ 1,202,241 $ 382,000
Livingston, Michigan 58 $ 15,830,000 $ 272,931 $ 140,000
Fulton, Ohio 58 $ 7,680,000 $ 132,413 $ 70,000
Josephine, Oregon 58 $ 9,910,000 $ 170,862 $ 80,000
Norfolk, Massachusetts 57 $ 89,825,000 $ 1,575,877 $ 356,000
Wyoming, New York 57 $ 6,945,000 $ 121,842 $ 86,000
Hancock, Ohio 56 $ 6,440,000 $ 115,000 $ 70,000
Box Elder, Utah 56 $ 12,110,000 $ 216,250 $ 99,000
Spokane, Washington 55 $ 44,785,000 $ 814,272 $ 199,000
Lincoln, Maine 54 $ 8,670,000 $ 160,555 $ 101,000
Fairfield, Ohio 54 $ 10,350,000 $ 191,666 $ 96,000
Kittitas, Washington 54 $ 25,290,000 $ 468,333 $ 330,000
Chelan, Washington 52 $ 22,330,000 $ 429,423 $ 196,000
San Francisco, California 51 $ 64,285,000 $ 1,260,490 $ 376,000
Jefferson, Idaho 51 $ 10,885,000 $ 213,431 $ 157,000
Hillsborough, Florida 50 $ 121,220,000 $ 2,424,400 $ 316,000
Franklin, Maine 50 $ 7,730,000 $ 154,600 $ 150,000
Marshall, Indiana 49 $ 5,425,000 $ 110,714 $ 66,000
Macomb, Michigan 49 $ 54,945,000 $ 1,121,326 $ 118,000
Bergen, New Jersey 49 $ 73,675,000 $ 1,503,571 $ 263,000
Cape May, New Jersey 48 $ 33,590,000 $ 699,791 $ 504,000
Franklin, Vermont 48 $ 8,450,000 $ 176,041 $ 92,000
Cowlitz, Washington 48 $ 9,540,000 $ 198,750 $ 98,000
Gem, Idaho 47 $ 8,015,000 $ 170,531 $ 72,000
Pima, Arizona 46 $ 50,950,000 $ 1,107,608 $ 203,000
Miami-Dade, Florida 46 $ 95,130,000 $ 2,068,043 $ 417,000
Suffolk, Massachusetts 46 $ 33,300,000 $ 723,913 $ 309,000
Herkimer, New York 46 $ 7,980,000 $ 173,478 $ 154,000
Sandusky, Ohio 46 $ 4,740,000 $ 103,043 $ 103,000
San Bernardino, California 44 $ 113,185,000 $ 2,572,386 $ 240,000
Fremont, Idaho 44 $ 7,430,000 $ 168,863 $ 78,000
Lewis, New York 44 $ 4,300,000 $ 97,727 $ 79,000
Schoharie, New York 44 $ 5,820,000 $ 132,272 $ 89,000
Aleutians West, Alaska 43 $ 13,925,000 $ 323,837 $ 141,000
Windham, Vermont 43 $ 9,465,000 $ 220,116 $ 177,000
Fairbanks North Star, Alaska 42 $ 11,800,000 $ 280,952 $ 145,000
Barnstable, Massachusetts 42 $ 22,230,000 $ 529,285 $ 383,000
Carroll, Ohio 42 $ 4,630,000 $ 110,238 $ 73,000
Hancock, Indiana 41 $ 7,695,000 $ 187,682 $ 141,000
Harris, Texas 41 $ 161,475,000 $ 3,938,414 $ 311,000
Payette, Idaho 40 $ 6,680,000 $ 167,000 $ 77,000
Rutland, Vermont 40 $ 6,460,000 $ 161,500 $ 154,000
Franklin, Washington 40 $ 10,460,000 $ 261,500 $ 109,000
Cassia, Idaho 38 $ 5,080,000 $ 133,684 $ 105,000
Steuben, Indiana 38 $ 5,880,000 $ 154,736 $ 91,000
Sacramento, California 37 $ 22,515,000 $ 608,513 $ 278,000
Fulton, Georgia 37 $ 56,735,000 $ 1,533,378 $ 398,000
Essex, Massachusetts 37 $ 173,645,000 $ 4,693,108 $ 228,000
Charleston, South Carolina 37 $ 30,805,000 $ 832,567 $ 449,000
Duval, Florida 36 $ 20,030,000 $ 556,388 $ 273,000
Minidoka, Idaho 35 $ 5,535,000 $ 158,142 $ 101,000
Worcester, Massachusetts 35 $ 14,115,000 $ 403,285 $ 178,000
New York, New York 35 $ 37,585,000 $ 1,073,857 $ 515,000
Seneca, Ohio 35 $ 2,775,000 $ 79,285 $ 48,000
Schuylkill, Pennsylvania 35 $ 3,395,000 $ 97,000 $ 87,000
Douglas, Washington 35 $ 11,545,000 $ 329,857 $ 204,000
Manatee, Florida 34 $ 27,760,000 $ 816,470 $ 463,000
Washington, New York 34 $ 5,470,000 $ 160,882 $ 113,000
Licking, Ohio 34 $ 7,250,000 $ 213,235 $ 127,000
Litchfield, Connecticut 33 $ 9,775,000 $ 296,212 $ 173,000
Nantucket, Massachusetts 33 $ 41,985,000 $ 1,272,272 $ 454,000
Bronx, New York 33 $ 31,205,000 $ 945,606 $ 175,000
Miami, Ohio 33 $ 5,855,000 $ 177,424 $ 110,000
Union, Ohio 33 $ 11,475,000 $ 347,727 $ 289,000
Beaver, Pennsylvania 33 $ 4,385,000 $ 132,878 $ 98,000
Travis, Texas 33 $ 123,205,000 $ 3,733,484 $ 265,000
Washington, Utah 33 $ 18,145,000 $ 549,848 $ 275,000
Washoe, Nevada 32 $ 23,380,000 $ 730,625 $ 295,000
Tillamook, Oregon 32 $ 10,340,000 $ 323,125 $ 330,000
Williamson, Texas 32 $ 14,600,000 $ 456,250 $ 282,000
San Joaquin, California 31 $ 20,515,000 $ 661,774 $ 220,000
Grand, Colorado 31 $ 17,305,000 $ 558,225 $ 342,000
Wasco, Oregon 31 $ 5,625,000 $ 181,451 $ 96,000
Valley, Idaho 30 $ 22,020,000 $ 734,000 $ 472,000
Lincoln, Oregon 30 $ 8,260,000 $ 275,333 $ 206,000
Washington, Vermont 30 $ 4,930,000 $ 164,333 $ 96,000
Placer, California 29 $ 33,865,000 $ 1,167,758 $ 470,000
St. Joseph, Michigan 29 $ 4,695,000 $ 161,896 $ 91,000
Monmouth, New Jersey 29 $ 37,645,000 $ 1,298,103 $ 391,000
Dallas, Texas 29 $ 74,035,000 $ 2,552,931 $ 265,000
Lincoln, Washington 29 $ 2,635,000 $ 90,862 $ 73,000
Elbert, Colorado 27 $ 9,805,000 $ 363,148 $ 130,000
Clatsop, Oregon 27 $ 8,065,000 $ 298,703 $ 217,000
Eagle, Colorado 26 $ 25,090,000 $ 965,000 $ 398,000
Jackson, Michigan 26 $ 4,770,000 $ 183,461 $ 79,000
Essex, New Jersey 26 $ 18,480,000 $ 710,769 $ 263,000
Wake, North Carolina 26 $ 67,340,000 $ 2,590,000 $ 222,000
Wayne, Ohio 26 $ 3,360,000 $ 129,230 $ 104,000
Columbia, Oregon 26 $ 7,150,000 $ 275,000 $ 133,000
Routt, Colorado 25 $ 16,885,000 $ 675,400 $ 405,000
Mecklenburg, North Carolina 25 $ 53,455,000 $ 2,138,200 $ 325,000
Horry, South Carolina 25 $ 6,185,000 $ 247,400 $ 216,000
Davidson, Tennessee 25 $ 241,870,000 $ 9,674,800 $ 269,000
Wasatch, Utah 25 $ 17,495,000 $ 699,800 $ 251,000
Park, Colorado 24 $ 8,760,000 $ 365,000 $ 221,000
Ocean, New Jersey 24 $ 13,270,000 $ 552,916 $ 279,000
Delaware, New York 24 $ 3,300,000 $ 137,500 $ 100,000
Essex, New York 24 $ 5,220,000 $ 217,500 $ 208,000
Defiance, Ohio 24 $ 2,570,000 $ 107,083 $ 63,000
Fairfax, Virginia 24 $ 22,920,000 $ 955,000 $ 340,000
Pasco, Florida 23 $ 75,925,000 $ 3,301,086 $ 139,000
Piscataquis, Maine 23 $ 3,295,000 $ 143,260 $ 87,000
Hampshire, Massachusetts 23 $ 4,825,000 $ 209,782 $ 125,000
Cass, Michigan 23 $ 4,465,000 $ 194,130 $ 86,000
Tioga, New York 23 $ 3,935,000 $ 171,086 $ 116,000
Juneau, Alaska 22 $ 5,940,000 $ 270,000 $ 143,000
Fresno, California 22 $ 16,870,000 $ 766,818 $ 297,000
Kootenai, Idaho 22 $ 11,240,000 $ 510,909 $ 287,000
Jefferson, Washington 22 $ 4,930,000 $ 224,090 $ 170,000
Osceola, Florida 21 $ 7,935,000 $ 377,857 $ 226,000
Kenton, Kentucky 21 $ 2,345,000 $ 111,666 $ 137,000
Plymouth, Massachusetts 21 $ 10,835,000 $ 515,952 $ 444,000
El Dorado, California 20 $ 13,900,000 $ 695,000 $ 332,000
Volusia, Florida 20 $ 5,490,000 $ 274,500 $ 183,000
Boise, Idaho 20 $ 7,080,000 $ 354,000 $ 265,000
Hamilton, New York 20 $ 4,120,000 $ 206,000 $ 110,000
Kodiak Island, Alaska 19 $ 3,165,000 $ 166,578 $ 74,000
District of Columbia, District Of Columbia 19 $ 26,125,000 $ 1,375,000 $ 404,000
Brevard, Florida 19 $ 58,215,000 $ 3,063,947 $ 312,000
Charlotte, Florida 19 $ 34,745,000 $ 1,828,684 $ 302,000
Washington, Maine 19 $ 2,125,000 $ 111,842 $ 82,000
Burlington, New Jersey 19 $ 8,465,000 $ 445,526 $ 282,000
Allegany, New York 19 $ 1,645,000 $ 86,578 $ 102,000
Tuscarawas, Ohio 19 $ 2,095,000 $ 110,263 $ 82,000
Monroe, Florida 18 $ 14,310,000 $ 795,000 $ 469,000
Jerome, Idaho 18 $ 2,890,000 $ 160,555 $ 103,000
Madison, Idaho 18 $ 4,470,000 $ 248,333 $ 146,000
Pickaway, Ohio 18 $ 3,030,000 $ 168,333 $ 95,000
Indian River, Florida 17 $ 16,445,000 $ 967,352 $ 365,000
DuPage, Illinois 17 $ 154,715,000 $ 9,100,882 $ 470,000
Lake, Illinois 17 $ 50,755,000 $ 2,985,588 $ 1,202,000
Anne Arundel, Maryland 17 $ 131,815,000 $ 7,753,823 $ 491,000
Hillsdale, Michigan 17 $ 1,815,000 $ 106,764 $ 72,000
Hennepin, Minnesota 17 $ 79,115,000 $ 4,653,823 $ 285,000
Rockingham, New Hampshire 17 $ 7,445,000 $ 437,941 $ 233,000
Chenango, New York 17 $ 1,725,000 $ 101,470 $ 75,000
Pike, Pennsylvania 17 $ 2,665,000 $ 156,764 $ 112,000
Beaufort, South Carolina 17 $ 7,615,000 $ 447,941 $ 317,000
Collin, Texas 17 $ 47,265,000 $ 2,780,294 $ 892,000
DeKalb, Georgia 16 $ 24,390,000 $ 1,524,375 $ 294,000
Blaine, Idaho 16 $ 9,540,000 $ 596,250 $ 531,000
Elmore, Idaho 16 $ 3,460,000 $ 216,250 $ 106,000
Atlantic, New Jersey 16 $ 7,400,000 $ 462,500 $ 420,000
Currituck, North Carolina 16 $ 24,640,000 $ 1,540,000 $ 605,000
Douglas, Oregon 16 $ 3,870,000 $ 241,875 $ 104,000
Crawford, Pennsylvania 16 $ 1,200,000 $ 75,000 $ 86,000
Bexar, Texas 16 $ 160,590,000 $ 10,036,875 $ 232,000
Tarrant, Texas 16 $ 24,020,000 $ 1,501,250 $ 309,000
Grand Isle, Vermont 16 $ 3,580,000 $ 223,750 $ 165,000
Klickitat, Washington 16 $ 4,840,000 $ 302,500 $ 167,000
Pinal, Arizona 15 $ 7,745,000 $ 516,333 $ 617,000
La Plata, Colorado 15 $ 9,045,000 $ 603,000 $ 345,000
Marion, Florida 15 $ 3,975,000 $ 265,000 $ 172,000
Okaloosa, Florida 15 $ 12,795,000 $ 853,000 $ 416,000
St. Johns, Florida 15 $ 9,755,000 $ 650,333 $ 305,000
Cobb, Georgia 15 $ 55,355,000 $ 3,690,333 $ 265,000
Honolulu, Hawaii 15 $ 14,345,000 $ 956,333 $ 556,000
Campbell, Kentucky 15 $ 2,255,000 $ 150,333 $ 125,000
Gloucester, New Jersey 15 $ 4,495,000 $ 299,666 $ 263,000
Morris, New Jersey 15 $ 11,855,000 $ 790,333 $ 258,000
Union, New Jersey 15 $ 11,275,000 $ 751,666 $ 354,000
Bernalillo, New Mexico 15 $ 15,395,000 $ 1,026,333 $ 221,000
Steuben, New York 15 $ 3,635,000 $ 242,333 $ 190,000
New Hanover, North Carolina 15 $ 63,545,000 $ 4,236,333 $ 442,000
Shelby, Tennessee 15 $ 4,755,000 $ 317,000 $ 226,000
Marin, California 14 $ 16,140,000 $ 1,152,857 $ 435,000
Martin, Florida 14 $ 12,050,000 $ 860,714 $ 339,000
Polk, Florida 14 $ 8,630,000 $ 616,428 $ 179,000
Bonner, Idaho 14 $ 7,990,000 $ 570,714 $ 223,000
Berrien, Michigan 14 $ 24,650,000 $ 1,760,714 $ 90,000
Somerset, New Jersey 14 $ 13,210,000 $ 943,571 $ 456,000
Dare, North Carolina 14 $ 10,440,000 $ 745,714 $ 436,000
Madison, Ohio 14 $ 1,900,000 $ 135,714 $ 68,000
Skamania, Washington 14 $ 3,010,000 $ 215,000 $ 119,000
Ventura, California 13 $ 11,305,000 $ 869,615 $ 304,000
Pueblo, Colorado 13 $ 2,625,000 $ 201,923 $ 98,000
Delaware, Indiana 13 $ 1,095,000 $ 84,230 $ 67,000
Berkshire, Massachusetts 13 $ 4,075,000 $ 313,461 $ 128,000
Ingham, Michigan 13 $ 13,865,000 $ 1,066,538 $ 152,000
Camden, New Jersey 13 $ 11,415,000 $ 878,076 $ 222,000
Middlesex, New Jersey 13 $ 5,425,000 $ 417,307 $ 196,000
Iredell, North Carolina 13 $ 9,525,000 $ 732,692 $ 287,000
Union, North Carolina 13 $ 13,765,000 $ 1,058,846 $ 333,000
Santa Barbara, California 12 $ 11,320,000 $ 943,333 $ 418,000
Pitkin, Colorado 12 $ 28,580,000 $ 2,381,666 $ 549,000
Kent, Michigan 12 $ 15,410,000 $ 1,284,166 $ 388,000
Hudson, New Jersey 12 $ 60,680,000 $ 5,056,666 $ 272,000
Richmond, New York 12 $ 5,230,000 $ 435,833 $ 172,000
Guilford, North Carolina 12 $ 61,530,000 $ 5,127,500 $ 126,000
Crawford, Ohio 12 $ 1,150,000 $ 95,833 $ 64,000
Henry, Ohio 12 $ 1,830,000 $ 152,500 $ 75,000
Klamath, Oregon 12 $ 2,060,000 $ 171,666 $ 137,000
Armstrong, Pennsylvania 12 $ 1,870,000 $ 155,833 $ 104,000
Lancaster, Pennsylvania 12 $ 1,700,000 $ 141,666 $ 104,000
Denton, Texas 12 $ 35,330,000 $ 2,944,166 $ 205,000
Morgan, Utah 12 $ 5,230,000 $ 435,833 $ 196,000
Lamoille, Vermont 12 $ 6,660,000 $ 555,000 $ 490,000
Windsor, Vermont 12 $ 3,740,000 $ 311,666 $ 201,000
San Luis Obispo, California 11 $ 6,975,000 $ 634,090 $ 361,000
Santa Cruz, California 11 $ 10,705,000 $ 973,181 $ 388,000
Escambia, Florida 11 $ 2,995,000 $ 272,272 $ 161,000
Flagler, Florida 11 $ 4,095,000 $ 372,272 $ 188,000
Hawaii, Hawaii 11 $ 12,375,000 $ 1,125,000 $ 513,000
Maui, Hawaii 11 $ 10,765,000 $ 978,636 $ 321,000
Brown, Indiana 11 $ 2,145,000 $ 195,000 $ 100,000
Montgomery, Maryland 11 $ 9,215,000 $ 837,727 $ 354,000
Flathead, Montana 11 $ 9,265,000 $ 842,272 $ 359,000
Cheshire, New Hampshire 11 $ 1,305,000 $ 118,636 $ 84,000
Luzerne, Pennsylvania 11 $ 8,415,000 $ 765,000 $ 117,000
Providence, Rhode Island 11 $ 33,675,000 $ 3,061,363 $ 232,000
Washington, Rhode Island 11 $ 6,145,000 $ 558,636 $ 372,000
Williamson, Tennessee 11 $ 12,075,000 $ 1,097,727 $ 664,000
Orange, Vermont 11 $ 1,955,000 $ 177,727 $ 119,000
Virginia Beach, Virginia 11 $ 88,495,000 $ 8,045,000 $ 349,000
Monterey, California 10 $ 11,730,000 $ 1,173,000 $ 295,000
Tulare, California 10 $ 5,040,000 $ 504,000 $ 317,000
Mesa, Colorado 10 $ 5,200,000 $ 520,000 $ 201,000
New Castle, Delaware 10 $ 16,130,000 $ 1,613,000 $ 169,000
St. Lucie, Florida 10 $ 12,310,000 $ 1,231,000 $ 168,000
Chatham, Georgia 10 $ 3,570,000 $ 357,000 $ 401,000
Lake, Indiana 10 $ 12,120,000 $ 1,212,000 $ 108,000
Monroe, Indiana 10 $ 1,320,000 $ 132,000 $ 79,000
Noble, Indiana 10 $ 1,540,000 $ 154,000 $ 61,000
Boone, Kentucky 10 $ 1,220,000 $ 122,000 $ 142,000
Baltimore, Maryland 10 $ 23,640,000 $ 2,364,000 $ 147,000
Baltimore City, Maryland 10 $ 22,450,000 $ 2,245,000 $ 166,000
Howard, Maryland 10 $ 6,720,000 $ 672,000 $ 247,000
Genesee, Michigan 10 $ 1,860,000 $ 186,000 $ 106,000
St. Louis, Missouri 10 $ 60,260,000 $ 6,026,000 $ 399,000
Durham, North Carolina 10 $ 2,950,000 $ 295,000 $ 180,000
Forsyth, North Carolina 10 $ 32,590,000 $ 3,259,000 $ 195,000
Ashland, Ohio 10 $ 1,120,000 $ 112,000 $ 180,000
Malheur, Oregon 10 $ 1,480,000 $ 148,000 $ 70,000
Dauphin, Pennsylvania 10 $ 70,340,000 $ 7,034,000 $ 141,000
Hamilton, Tennessee 10 $ 5,410,000 $ 541,000 $ 406,000
Knox, Tennessee 10 $ 5,150,000 $ 515,000 $ 248,000
Sevier, Tennessee 10 $ 9,240,000 $ 924,000 $ 446,000
Ferry, Washington 10 $ 1,210,000 $ 121,000 $ 67,000
Walla Walla, Washington 10 $ 3,520,000 $ 352,000 $ 161,000
Clear Creek, Colorado 9 $ 6,035,000 $ 670,555 $ 123,000
Bay, Florida 9 $ 8,815,000 $ 979,444 $ 414,000
Forsyth, Georgia 9 $ 32,205,000 $ 3,578,333 $ 286,000
Gwinnett, Georgia 9 $ 45,985,000 $ 5,109,444 $ 214,000
Carroll, Indiana 9 $ 1,395,000 $ 155,000 $ 82,000
Pulaski, Indiana 9 $ 725,000 $ 80,555 $ 49,000
Tippecanoe, Indiana 9 $ 1,725,000 $ 191,666 $ 73,000
Hillsborough, New Hampshire 9 $ 2,550,000 $ 283,333 $ 157,000
Strafford, New Hampshire 9 $ 1,925,000 $ 213,888 $ 189,000
Mercer, New Jersey 9 $ 4,725,000 $ 525,000 $ 249,000
Santa Fe, New Mexico 9 $ 51,125,000 $ 5,680,555 $ 229,000
Moore, North Carolina 9 $ 2,415,000 $ 268,333 $ 204,000
Knox, Ohio 9 $ 1,865,000 $ 207,222 $ 188,000
Morrow, Ohio 9 $ 2,475,000 $ 275,000 $ 75,000
Umatilla, Oregon 9 $ 1,975,000 $ 219,444 $ 152,000
Greenville, South Carolina 9 $ 9,065,000 $ 1,007,222 $ 249,000
Fort Bend, Texas 9 $ 4,555,000 $ 506,111 $ 177,000
Arlington, Virginia 9 $ 7,215,000 $ 801,666 $ 312,000
Okanogan, Washington 9 $ 2,135,000 $ 237,222 $ 85,000
Teton, Wyoming 9 $ 9,455,000 $ 1,050,555 $ 951,000
Coconino, Arizona 8 $ 4,930,000 $ 616,250 $ 356,000
Yavapai, Arizona 8 $ 3,600,000 $ 450,000 $ 283,000
Sonoma, California 8 $ 7,030,000 $ 878,750 $ 362,000
Gooding, Idaho 8 $ 670,000 $ 83,750 $ 62,000
Clinton, Indiana 8 $ 450,000 $ 56,250 $ 58,000
Henry, Indiana 8 $ 500,000 $ 62,500 $ 59,000
Grand Traverse, Michigan 8 $ 4,980,000 $ 622,500 $ 331,000
Sussex, New Jersey 8 $ 3,260,000 $ 407,500 $ 184,000
Buncombe, North Carolina 8 $ 44,520,000 $ 5,565,000 $ 324,000
Clinton, Ohio 8 $ 6,590,000 $ 823,750 $ 190,000
Oklahoma, Oklahoma 8 $ 11,960,000 $ 1,495,000 $ 512,000
Wayne, Pennsylvania 8 $ 1,530,000 $ 191,250 $ 194,000
Laramie, Wyoming 8 $ 3,770,000 $ 471,250 $ 174,000
Teller, Colorado 7 $ 1,055,000 $ 150,714 $ 127,000
Allen, Indiana 7 $ 635,000 $ 90,714 $ 113,000
Jefferson, Kentucky 7 $ 4,165,000 $ 595,000 $ 373,000
Prince George's, Maryland 7 $ 91,795,000 $ 13,113,571 $ 205,000
Ottawa, Michigan 7 $ 5,395,000 $ 770,714 $ 282,000
Belknap, New Hampshire 7 $ 1,975,000 $ 282,142 $ 228,000
Yates, New York 7 $ 3,855,000 $ 550,714 $ 239,000
Cumberland, Pennsylvania 7 $ 1,905,000 $ 272,142 $ 244,000
Susquehanna, Pennsylvania 7 $ 805,000 $ 115,000 $ 63,000
Berkeley, South Carolina 7 $ 9,020,000 $ 1,288,571 $ 544,000
Montgomery, Texas 7 $ 66,145,000 $ 9,449,285 $ 287,000
Bennington, Vermont 7 $ 1,645,000 $ 235,000 $ 297,000
Mohave, Arizona 6 $ 2,960,000 $ 493,333 $ 269,000
Nevada, California 6 $ 4,170,000 $ 695,000 $ 272,000
Yolo, California 6 $ 4,560,000 $ 760,000 $ 412,000
Lake, Colorado 6 $ 2,390,000 $ 398,333 $ 198,000
Morgan, Colorado 6 $ 1,030,000 $ 171,666 $ 106,000
Alachua, Florida 6 $ 2,730,000 $ 455,000 $ 441,000
Seminole, Florida 6 $ 3,590,000 $ 598,333 $ 267,000
Sumter, Florida 6 $ 22,020,000 $ 3,670,000 $ 131,000
Lincoln, Idaho 6 $ 1,450,000 $ 241,666 $ 392,000
Bartholomew, Indiana 6 $ 930,000 $ 155,000 $ 79,000
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Mortgage Loan Application Detail Totals for Keybank National Association in 2021

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 32,486 $12,392,940,000 $381,000 $96,995,000 $142,000 $9,600,000
Home Purchase 15,544 $12,600,720,000 $810,000 $88,375,000 $209,000 $9,966,000
Other Purpose 11,841 $2,058,625,000 $173,000 $7,005,000 $155,000 $8,100,000
Home Improvement 8,100 $921,820,000 $113,000 $40,205,000 $129,000 $4,800,000
Cash-out Refinancing 7,681 $2,891,685,000 $376,000 $7,755,000 $156,000 $2,774,000
Not Applicable 31 $3,015,000 $97,000 $445,000 $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 50,952 $12,353,820,000 $242,000 $7,755,000 $146,000 $9,966,000
Not Provided 13,071 $5,483,455,000 $419,000 $6,505,000 $192,000 $9,405,000
Asian 5,754 $3,842,170,000 $667,000 $3,405,000 $215,000 $3,166,000
Hispanic 2,480 $559,890,000 $225,000 $3,005,000 $120,000 $3,216,000
Black or African American 2,214 $360,540,000 $162,000 $3,075,000 $100,000 $9,600,000
Not applicable 483 $8,086,185,000 $16,881,000 $96,995,000 $0 $0
American Indian or Alaskan Native 240 $43,640,000 $181,000 $1,605,000 $113,000 $952,000
Native Hawaiian or Other Pacific Islander 85 $24,155,000 $284,000 $1,375,000 $152,000 $1,583,000

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) 74,866 $29,795,950,000 $398,000 $96,995,000 $158,000 $9,966,000
FHA-insured (Federal Housing Administration) 660 $1,029,920,000 $1,560,000 $84,335,000 $64,000 $256,000
VA-guaranteed (Veterans Administration) 157 $42,935,000 $273,000 $555,000 $79,000 $350,000
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 52,366 $24,159,200,000 $461,000 $96,995,000 $167,000 $9,966,000
Application Denied By Financial Institution 10,498 $2,477,690,000 $236,000 $55,995,000 $114,000 $3,996,000
File Closed For Incompleteness 6,481 $1,571,665,000 $242,000 $4,005,000 $150,000 $4,800,000
Application Withdrawn By Applicant 5,333 $2,371,605,000 $444,000 $60,655,000 $166,000 $4,144,000
Application Approved But Not Accepted 937 $278,195,000 $296,000 $59,395,000 $130,000 $1,773,000
Loan Purchased By The Institution 68 $10,450,000 $153,000 $605,000 $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 65,185 $28,391,115,000 $435,000 $96,995,000 $165,000 $9,966,000
Debt-To-Income Ratio 3,351 $829,245,000 $247,000 $3,585,000 $64,000 $1,050,000
Credit History 3,241 $384,835,000 $118,000 $3,395,000 $98,000 $3,360,000
Collateral 2,015 $675,065,000 $335,000 $55,995,000 $180,000 $2,896,000
Other 735 $248,675,000 $338,000 $39,995,000 $145,000 $2,100,000
Unverifiable Information 603 $205,915,000 $341,000 $3,425,000 $181,000 $3,996,000
Credit Application Incomplete 394 $83,620,000 $212,000 $3,425,000 $162,000 $2,721,000
Insufficient Cash (Downpayment, Closing Cost) 124 $42,400,000 $341,000 $1,505,000 $111,000 $600,000
Employment History 35 $7,935,000 $226,000 $1,395,000 $81,000 $400,000
Mortgage Insurance Denied 0 $0 $0 $0 $0 $0

Our comprehensive HMDA mortgage statistics provide invaluable insights into Keybank National Association's 2021 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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