DOI: 10.3886/icpsr36171
title: Home Mortgage Disclosure Act (HMDA): Loan Application Register (LAR) and Transmittal Sheet (TS) Raw Data, 2011
title: Archival Version

description: The Home Mortgage Disclosure Act (HMDA): Loan Application Register (LAR) and Transmittal Sheet (TS) Raw Data, 2011 contains information collected in calendar year 2010. The HMDA, enacted by Congress in 1975, requires most mortgage lenders located in metropolitan areas to report data about their housing-related lending activity. The HMDA data were collected from 7,923 lending institutions and cover approximately 16.3 million home purchase and home improvement loans and refinancings, including loan originations, loan purchases, and applications that were denied, incomplete, or withdrawn. The Private Mortgage Insurance Companies (PMIC) data refer to applications for mortgage insurance to insure home purchase mortgages and to insure mortgages to refinance existing obligations. Part 1, HMDA Transmittal Sheet (TS), and Part 4, PMIC Transmittal Sheet (TS), include information submitted by reporting institutions with the Loan Application Register (LAR), such as the reporting institution's name, address, and Tax ID. Part 2, HMDA Reporter Panel, and Part 5, PMIC Reporter Panel, contain information on all institutions that reported data for activity year 2010. Part 3, HMDA MSA Offices, and Part 6, PMIC MSA Offices, contain information on all metropolitan statistical areas in the data. Parts 7 through 799 contain HMDA and PMIC Loan Application Register (LAR) files at the national level, at the agency level, and by MSA/MD. With some exceptions, for each transaction the institution reported data about the loan (or application), such as the type and amount of the loan made (or applied for) and, in limited circumstances, its price, the disposition of the application, such as whether it was denied or resulted in an origination of a loan, the property to which the loan relates, such as its type (single-family versus multi-family), and location (including the census tract), the sale of the loan, if it was sold, and the applicant's and co-applicant's ethnicity, race, sex, and income.
description: The data are not weighted and do not contain any weight variables.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Created variable labels and/or value labels.; Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: HMDA Transmittal Sheet (TS) 
 DS2: HMDA Reporter Panel 
 DS3: HMDA MSA Offices 
 DS4: PMIC Transmittal Sheet (TS) 
 DS5: PMIC Reporter Panel 
 DS6: PMIC MSA Offices 
 DS7: HMDA Loan Application Register LAR: National File 
 DS8: PMIC Loan Application Register LAR: National File 
 DS9: HMDA Loan Application Register LAR: Office of the Comptroller of the Currency (OCC) 
 DS10: HMDA Loan Application Register LAR: Federal Reserve System (FRS) 
 DS11: HMDA Loan Application Register LAR: Federal Deposit Insurance Corporation (FDIC) 
 DS12: HMDA Loan Application Register LAR: Office of Thrift Supervision (OTS) 
 DS13: HMDA Loan Application Register LAR: National Credit Union Administration (NCUA) 
 DS14: HMDA Loan Application Register LAR: Department of Housing and Urban Development (HUD) 
 DS15: HMDA Loan Application Register LAR: MSA/MD 13740 BILLINGS, MT 
 DS16: HMDA Loan Application Register LAR: MSA/MD 10180 ABILENE, TX 
 DS17: HMDA Loan Application Register LAR: MSA/MD 10380 AGUADILLA-ISABELA-SAN SEBASTIAN, PR 
 DS18: HMDA Loan Application Register LAR: MSA/MD 10420 AKRON, OH 
 DS19: HMDA Loan Application Register LAR: MSA/MD 10500 ALBANY, GA 
 DS20: HMDA Loan Application Register LAR: MSA/MD 10580 ALBANY-SCHENECTADY-TROY, NY 
 DS21: HMDA Loan Application Register LAR: MSA/MD 10740 ALBUQUERQUE, NM 
 DS22: HMDA Loan Application Register LAR: MSA/MD 10780 ALEXANDRIA, LA 
 DS23: HMDA Loan Application Register LAR: MSA/MD 10900 ALLENTOWN-BETHLEHEM-EASTON, PA-NJ 
 DS24: HMDA Loan Application Register LAR: MSA/MD 11020 ALTOONA, PA 
 DS25: HMDA Loan Application Register LAR: MSA/MD 11100 AMARILLO, TX 
 DS26: HMDA Loan Application Register LAR: MSA/MD 11180 AMES, IA 
 DS27: HMDA Loan Application Register LAR: MSA/MD 11260 ANCHORAGE, AK 
 DS28: HMDA Loan Application Register LAR: MSA/MD 11300 ANDERSON, IN 
 DS29: HMDA Loan Application Register LAR: MSA/MD 11340 ANDERSON, SC 
 DS30: HMDA Loan Application Register LAR: MSA/MD 11460 ANN ARBOR, MI 
 DS31: HMDA Loan Application Register LAR: MSA/MD 11500 ANNISTON-OXFORD, AL 
 DS32: HMDA Loan Application Register LAR: MSA/MD 11540 APPLETON, WI 
 DS33: HMDA Loan Application Register LAR: MSA/MD 11700 ASHEVILLE, NC 
 DS34: HMDA Loan Application Register LAR: MSA/MD 12020 ATHENS-CLARKE COUNTY, GA 
 DS35: HMDA Loan Application Register LAR: MSA/MD 12060 ATLANTA-SANDY SPRINGS-MARIETTA, GA 
 DS36: HMDA Loan Application Register LAR: MSA/MD 12100 ATLANTIC CITY-HAMMONTON, NJ 
 DS37: HMDA Loan Application Register LAR: MSA/MD 12220 AUBURN-OPELIKA, AL 
 DS38: HMDA Loan Application Register LAR: MSA/MD 12260 AUGUSTA-RICHMOND COUNTY, GA-SC 
 DS39: HMDA Loan Application Register LAR: MSA/MD 12420 AUSTIN-ROUND ROCK-SAN MARCOS, TX 
 DS40: HMDA Loan Application Register LAR: MSA/MD 12540 BAKERSFIELD-DELANO, CA 
 DS41: HMDA Loan Application Register LAR: MSA/MD 12580 BALTIMORE-TOWSON, MD 
 DS42: HMDA Loan Application Register LAR: MSA/MD 12620 BANGOR, ME 
 DS43: HMDA Loan Application Register LAR: MSA/MD 12700 BARNSTABLE TOWN, MA 
 DS44: HMDA Loan Application Register LAR: MSA/MD 12940 BATON ROUGE, LA 
 DS45: HMDA Loan Application Register LAR: MSA/MD 12980 BATTLE CREEK, MI 
 DS46: HMDA Loan Application Register LAR: MSA/MD 13020 BAY CITY, MI 
 DS47: HMDA Loan Application Register LAR: MSA/MD 13140 BEAUMONT-PORT ARTHUR, TX 
 DS48: HMDA Loan Application Register LAR: MSA/MD 13380 BELLINGHAM, WA 
 DS49: HMDA Loan Application Register LAR: MSA/MD 13460 BEND, OR 
 DS50: HMDA Loan Application Register LAR: MSA/MD 13644 BETHESDA-ROCKVILLE-FREDERICK, MD 
 DS51: HMDA Loan Application Register LAR: MSA/MD 13780 BINGHAMTON, NY 
 DS52: HMDA Loan Application Register LAR: MSA/MD 13820 BIRMINGHAM-HOOVER, AL 
 DS53: HMDA Loan Application Register LAR: MSA/MD 13900 BISMARCK, ND 
 DS54: HMDA Loan Application Register LAR: MSA/MD 13980 BLACKSBURG-CHRISTIANSBURG-RADFORD, VA 
 DS55: HMDA Loan Application Register LAR: MSA/MD 14020 BLOOMINGTON, IN 
 DS56: HMDA Loan Application Register LAR: MSA/MD 14060 BLOOMINGTON-NORMAL, IL 
 DS57: HMDA Loan Application Register LAR: MSA/MD 14260 BOISE CITY-NAMPA, ID 
 DS58: HMDA Loan Application Register LAR: MSA/MD 14484 BOSTON-QUINCY, MA 
 DS59: HMDA Loan Application Register LAR: MSA/MD 14500 BOULDER, CO 
 DS60: HMDA Loan Application Register LAR: MSA/MD 14540 BOWLING GREEN, KY 
 DS61: HMDA Loan Application Register LAR: MSA/MD 14740 BREMERTON-SILVERDALE, WA 
 DS62: HMDA Loan Application Register LAR: MSA/MD 14860 BRIDGEPORT-STAMFORD-NORWALK, CT 
 DS63: HMDA Loan Application Register LAR: MSA/MD 15180 BROWNSVILLE-HARLINGEN, TX 
 DS64: HMDA Loan Application Register LAR: MSA/MD 15260 BRUNSWICK, GA 
 DS65: HMDA Loan Application Register LAR: MSA/MD 15380 BUFFALO-NIAGARA FALLS, NY 
 DS66: HMDA Loan Application Register LAR: MSA/MD 15500 BURLINGTON, NC 
 DS67: HMDA Loan Application Register LAR: MSA/MD 15540 BURLINGTON-SOUTH BURLINGTON, VT 
 DS68: HMDA Loan Application Register LAR: MSA/MD 15764 CAMBRIDGE-NEWTON-FRAMINGHAM, MA 
 DS69: HMDA Loan Application Register LAR: MSA/MD 15804 CAMDEN, NJ 
 DS70: HMDA Loan Application Register LAR: MSA/MD 15940 CANTON-MASSILLON, OH 
 DS71: HMDA Loan Application Register LAR: MSA/MD 15980 CAPE CORAL-FORT MYERS, FL 
 DS72: HMDA Loan Application Register LAR: MSA/MD 16020 CAPE GIRARDEAU-JACKSON, MO-IL 
 DS73: HMDA Loan Application Register LAR: MSA/MD 16180 CARSON CITY, NV 
 DS74: HMDA Loan Application Register LAR: MSA/MD 16220 CASPER, WY 
 DS75: HMDA Loan Application Register LAR: MSA/MD 16300 CEDAR RAPIDS, IA 
 DS76: HMDA Loan Application Register LAR: MSA/MD 16580 CHAMPAIGN-URBANA, IL 
 DS77: HMDA Loan Application Register LAR: MSA/MD 16620 CHARLESTON, WV 
 DS78: HMDA Loan Application Register LAR: MSA/MD 16700 CHARLESTON-NORTH CHARLESTON-SUMMERVILLE, SC 
 DS79: HMDA Loan Application Register LAR: MSA/MD 16740 CHARLOTTE-GASTONIA-ROCK HILL, NC-SC 
 DS80: HMDA Loan Application Register LAR: MSA/MD 16820 CHARLOTTESVILLE, VA 
 DS81: HMDA Loan Application Register LAR: MSA/MD 16860 CHATTANOOGA, TN-GA 
 DS82: HMDA Loan Application Register LAR: MSA/MD 16940 CHEYENNE, WY 
 DS83: HMDA Loan Application Register LAR: MSA/MD 16974 CHICAGO-JOLIET-NAPERVILLE, IL 
 DS84: HMDA Loan Application Register LAR: MSA/MD 17020 CHICO, CA 
 DS85: HMDA Loan Application Register LAR: MSA/MD 17140 CINCINNATI-MIDDLETOWN, OH-KY-IN 
 DS86: HMDA Loan Application Register LAR: MSA/MD 17300 CLARKSVILLE, TN-KY 
 DS87: HMDA Loan Application Register LAR: MSA/MD 17420 CLEVELAND, TN 
 DS88: HMDA Loan Application Register LAR: MSA/MD 17460 CLEVELAND-ELYRIA-MENTOR, OH 
 DS89: HMDA Loan Application Register LAR: MSA/MD 17660 COEUR D'ALENE, ID 
 DS90: HMDA Loan Application Register LAR: MSA/MD 17780 COLLEGE STATION-BRYAN, TX 
 DS91: HMDA Loan Application Register LAR: MSA/MD 17820 COLORADO SPRINGS, CO 
 DS92: HMDA Loan Application Register LAR: MSA/MD 17860 COLUMBIA, MO 
 DS93: HMDA Loan Application Register LAR: MSA/MD 17900 COLUMBIA, SC 
 DS94: HMDA Loan Application Register LAR: MSA/MD 17980 COLUMBUS, GA-AL 
 DS95: HMDA Loan Application Register LAR: MSA/MD 18020 COLUMBUS, IN 
 DS96: HMDA Loan Application Register LAR: MSA/MD 18140 COLUMBUS, OH 
 DS97: HMDA Loan Application Register LAR: MSA/MD 18580 CORPUS CHRISTI, TX 
 DS98: HMDA Loan Application Register LAR: MSA/MD 18700 CORVALLIS, OR 
 DS99: HMDA Loan Application Register LAR: MSA/MD 18880 CRESTVIEW-FORT WALTON BEACH-DESTIN, FL 
 DS100: HMDA Loan Application Register LAR: MSA/MD 19060 CUMBERLAND, MD-WV 
 DS101: HMDA Loan Application Register LAR: MSA/MD 19124 DALLAS-PLANO-IRVING, TX 
 DS102: HMDA Loan Application Register LAR: MSA/MD 19140 DALTON, GA 
 DS103: HMDA Loan Application Register LAR: MSA/MD 19180 DANVILLE, IL 
 DS104: HMDA Loan Application Register LAR: MSA/MD 19260 DANVILLE, VA 
 DS105: HMDA Loan Application Register LAR: MSA/MD 19340 DAVENPORT-MOLINE-ROCK ISLAND, IA-IL 
 DS106: HMDA Loan Application Register LAR: MSA/MD 19380 DAYTON, OH 
 DS107: HMDA Loan Application Register LAR: MSA/MD 19460 DECATUR, AL 
 DS108: HMDA Loan Application Register LAR: MSA/MD 19500 DECATUR, IL 
 DS109: HMDA Loan Application Register LAR: MSA/MD 19660 DELTONA-DAYTONA BEACH-ORMOND BEACH, FL 
 DS110: HMDA Loan Application Register LAR: MSA/MD 19740 DENVER-AURORA-BROOMFIELD, CO 
 DS111: HMDA Loan Application Register LAR: MSA/MD 19780 DES MOINES-WEST DES MOINES, IA 
 DS112: HMDA Loan Application Register LAR: MSA/MD 19804 DETROIT-LIVONIA-DEARBORN, MI 
 DS113: HMDA Loan Application Register LAR: MSA/MD 20020 DOTHAN, AL 
 DS114: HMDA Loan Application Register LAR: MSA/MD 20100 DOVER, DE 
 DS115: HMDA Loan Application Register LAR: MSA/MD 20220 DUBUQUE, IA 
 DS116: HMDA Loan Application Register LAR: MSA/MD 20260 DULUTH, MN-WI 
 DS117: HMDA Loan Application Register LAR: MSA/MD 20500 DURHAM-CHAPEL HILL, NC 
 DS118: HMDA Loan Application Register LAR: MSA/MD 20740 EAU CLAIRE, WI 
 DS119: HMDA Loan Application Register LAR: MSA/MD 20764 EDISON-NEW BRUNSWICK, NJ 
 DS120: HMDA Loan Application Register LAR: MSA/MD 20940 EL CENTRO, CA 
 DS121: HMDA Loan Application Register LAR: MSA/MD 21060 ELIZABETHTOWN, KY 
 DS122: HMDA Loan Application Register LAR: MSA/MD 21140 ELKHART-GOSHEN, IN 
 DS123: HMDA Loan Application Register LAR: MSA/MD 21300 ELMIRA, NY 
 DS124: HMDA Loan Application Register LAR: MSA/MD 21340 EL PASO, TX 
 DS125: HMDA Loan Application Register LAR: MSA/MD 21500 ERIE, PA 
 DS126: HMDA Loan Application Register LAR: MSA/MD 21660 EUGENE-SPRINGFIELD, OR 
 DS127: HMDA Loan Application Register LAR: MSA/MD 21780 EVANSVILLE, IN-KY 
 DS128: HMDA Loan Application Register LAR: MSA/MD 21820 FAIRBANKS, AK 
 DS129: HMDA Loan Application Register LAR: MSA/MD 21940 FAJARDO, PR 
 DS130: HMDA Loan Application Register LAR: MSA/MD 22020 FARGO, ND-MN 
 DS131: HMDA Loan Application Register LAR: MSA/MD 22140 FARMINGTON, NM 
 DS132: HMDA Loan Application Register LAR: MSA/MD 22180 FAYETTEVILLE, NC 
 DS133: HMDA Loan Application Register LAR: MSA/MD 22220 FAYETTEVILLE-SPRINGDALE-ROGERS, AR-MO 
 DS134: HMDA Loan Application Register LAR: MSA/MD 22380 FLAGSTAFF, AZ 
 DS135: HMDA Loan Application Register LAR: MSA/MD 22420 FLINT, MI 
 DS136: HMDA Loan Application Register LAR: MSA/MD 22500 FLORENCE, SC 
 DS137: HMDA Loan Application Register LAR: MSA/MD 22520 FLORENCE-MUSCLE SHOALS, AL 
 DS138: HMDA Loan Application Register LAR: MSA/MD 22540 FOND DU LAC, WI 
 DS139: HMDA Loan Application Register LAR: MSA/MD 22660 FORT COLLINS-LOVELAND, CO 
 DS140: HMDA Loan Application Register LAR: MSA/MD 22744 FORT LAUDERDALE-POMPANO BEACH-DEERFIELD BEACH, FL 
 DS141: HMDA Loan Application Register LAR: MSA/MD 22900 FORT SMITH, AR-OK 
 DS142: HMDA Loan Application Register LAR: MSA/MD 23060 FORT WAYNE, IN 
 DS143: HMDA Loan Application Register LAR: MSA/MD 23104 FORT WORTH-ARLINGTON, TX 
 DS144: HMDA Loan Application Register LAR: MSA/MD 23420 FRESNO, CA 
 DS145: HMDA Loan Application Register LAR: MSA/MD 23460 GADSDEN, AL 
 DS146: HMDA Loan Application Register LAR: MSA/MD 23540 GAINESVILLE, FL 
 DS147: HMDA Loan Application Register LAR: MSA/MD 23580 GAINESVILLE, GA 
 DS148: HMDA Loan Application Register LAR: MSA/MD 23844 GARY, IN 
 DS149: HMDA Loan Application Register LAR: MSA/MD 24020 GLENS FALLS, NY 
 DS150: HMDA Loan Application Register LAR: MSA/MD 24140 GOLDSBORO, NC 
 DS151: HMDA Loan Application Register LAR: MSA/MD 24220 GRAND FORKS, ND-MN 
 DS152: HMDA Loan Application Register LAR: MSA/MD 24300 GRAND JUNCTION, CO 
 DS153: HMDA Loan Application Register LAR: MSA/MD 24340 GRAND RAPIDS-WYOMING, MI 
 DS154: HMDA Loan Application Register LAR: MSA/MD 24500 GREAT FALLS, MT 
 DS155: HMDA Loan Application Register LAR: MSA/MD 24540 GREELEY, CO 
 DS156: HMDA Loan Application Register LAR: MSA/MD 24580 GREEN BAY, WI 
 DS157: HMDA Loan Application Register LAR: MSA/MD 24660 GREENSBORO-HIGH POINT, NC 
 DS158: HMDA Loan Application Register LAR: MSA/MD 24780 GREENVILLE, NC 
 DS159: HMDA Loan Application Register LAR: MSA/MD 24860 GREENVILLE-MAULDIN-EASLEY, SC 
 DS160: HMDA Loan Application Register LAR: MSA/MD 25020 GUAYAMA, PR 
 DS161: HMDA Loan Application Register LAR: MSA/MD 25060 GULFPORT-BILOXI, MS 
 DS162: HMDA Loan Application Register LAR: MSA/MD 25180 HAGERSTOWN-MARTINSBURG, MD-WV 
 DS163: HMDA Loan Application Register LAR: MSA/MD 25260 HANFORD-CORCORAN, CA 
 DS164: HMDA Loan Application Register LAR: MSA/MD 25420 HARRISBURG-CARLISLE, PA 
 DS165: HMDA Loan Application Register LAR: MSA/MD 25500 HARRISONBURG, VA 
 DS166: HMDA Loan Application Register LAR: MSA/MD 25540 HARTFORD-WEST HARTFORD-EAST HARTFORD, CT 
 DS167: HMDA Loan Application Register LAR: MSA/MD 25620 HATTIESBURG, MS 
 DS168: HMDA Loan Application Register LAR: MSA/MD 25860 HICKORY-LENOIR-MORGANTON, NC 
 DS169: HMDA Loan Application Register LAR: MSA/MD 25980 HINESVILLE-FORT STEWART, GA 
 DS170: HMDA Loan Application Register LAR: MSA/MD 26100 HOLLAND-GRAND HAVEN, MI 
 DS171: HMDA Loan Application Register LAR: MSA/MD 26180 HONOLULU, HI 
 DS172: HMDA Loan Application Register LAR: MSA/MD 26300 HOT SPRINGS, AR 
 DS173: HMDA Loan Application Register LAR: MSA/MD 26380 HOUMA-BAYOU CANE-THIBODAUX, LA 
 DS174: HMDA Loan Application Register LAR: MSA/MD 26420 HOUSTON-SUGAR LAND-BAYTOWN, TX 
 DS175: HMDA Loan Application Register LAR: MSA/MD 26580 HUNTINGTON-ASHLAND, WV-KY-OH 
 DS176: HMDA Loan Application Register LAR: MSA/MD 26620 HUNTSVILLE, AL 
 DS177: HMDA Loan Application Register LAR: MSA/MD 26820 IDAHO FALLS, ID 
 DS178: HMDA Loan Application Register LAR: MSA/MD 26900 INDIANAPOLIS-CARMEL, IN 
 DS179: HMDA Loan Application Register LAR: MSA/MD 26980 IOWA CITY, IA 
 DS180: HMDA Loan Application Register LAR: MSA/MD 27060 ITHACA, NY 
 DS181: HMDA Loan Application Register LAR: MSA/MD 27100 JACKSON, MI 
 DS182: HMDA Loan Application Register LAR: MSA/MD 27140 JACKSON, MS 
 DS183: HMDA Loan Application Register LAR: MSA/MD 27180 JACKSON, TN 
 DS184: HMDA Loan Application Register LAR: MSA/MD 27260 JACKSONVILLE, FL 
 DS185: HMDA Loan Application Register LAR: MSA/MD 27340 JACKSONVILLE, NC 
 DS186: HMDA Loan Application Register LAR: MSA/MD 27500 JANESVILLE, WI 
 DS187: HMDA Loan Application Register LAR: MSA/MD 27620 JEFFERSON CITY, MO 
 DS188: HMDA Loan Application Register LAR: MSA/MD 27740 JOHNSON CITY, TN 
 DS189: HMDA Loan Application Register LAR: MSA/MD 27780 JOHNSTOWN, PA 
 DS190: HMDA Loan Application Register LAR: MSA/MD 27860 JONESBORO, AR 
 DS191: HMDA Loan Application Register LAR: MSA/MD 27900 JOPLIN, MO 
 DS192: HMDA Loan Application Register LAR: MSA/MD 28020 KALAMAZOO-PORTAGE, MI 
 DS193: HMDA Loan Application Register LAR: MSA/MD 28100 KANKAKEE-BRADLEY, IL 
 DS194: HMDA Loan Application Register LAR: MSA/MD 28140 KANSAS CITY, MO-KS 
 DS195: HMDA Loan Application Register LAR: MSA/MD 28420 KENNEWICK-PASCO-RICHLAND, WA 
 DS196: HMDA Loan Application Register LAR: MSA/MD 28660 KILLEEN-TEMPLE-FORT HOOD, TX 
 DS197: HMDA Loan Application Register LAR: MSA/MD 28700 KINGSPORT-BRISTOL-BRISTOL, TN-VA 
 DS198: HMDA Loan Application Register LAR: MSA/MD 28740 KINGSTON, NY 
 DS199: HMDA Loan Application Register LAR: MSA/MD 28940 KNOXVILLE, TN 
 DS200: HMDA Loan Application Register LAR: MSA/MD 29020 KOKOMO, IN 
 DS201: HMDA Loan Application Register LAR: MSA/MD 29100 LA CROSSE, WI-MN 
 DS202: HMDA Loan Application Register LAR: MSA/MD 29140 LAFAYETTE, IN 
 DS203: HMDA Loan Application Register LAR: MSA/MD 29180 LAFAYETTE, LA 
 DS204: HMDA Loan Application Register LAR: MSA/MD 29340 LAKE CHARLES, LA 
 DS205: HMDA Loan Application Register LAR: MSA/MD 29404 LAKE COUNTY-KENOSHA COUNTY, IL-WI 
 DS206: HMDA Loan Application Register LAR: MSA/MD 29420 LAKE HAVASU CITY-KINGMAN, AZ 
 DS207: HMDA Loan Application Register LAR: MSA/MD 29460 LAKELAND-WINTER HAVEN, FL 
 DS208: HMDA Loan Application Register LAR: MSA/MD 29540 LANCASTER, PA 
 DS209: HMDA Loan Application Register LAR: MSA/MD 29620 LANSING-EAST LANSING, MI 
 DS210: HMDA Loan Application Register LAR: MSA/MD 29700 LAREDO, TX 
 DS211: HMDA Loan Application Register LAR: MSA/MD 29740 LAS CRUCES, NM 
 DS212: HMDA Loan Application Register LAR: MSA/MD 29820 LAS VEGAS-PARADISE, NV 
 DS213: HMDA Loan Application Register LAR: MSA/MD 29940 LAWRENCE, KS 
 DS214: HMDA Loan Application Register LAR: MSA/MD 30020 LAWTON, OK 
 DS215: HMDA Loan Application Register LAR: MSA/MD 30140 LEBANON, PA 
 DS216: HMDA Loan Application Register LAR: MSA/MD 30300 LEWISTON, ID-WA 
 DS217: HMDA Loan Application Register LAR: MSA/MD 30340 LEWISTON-AUBURN, ME 
 DS218: HMDA Loan Application Register LAR: MSA/MD 30460 LEXINGTON-FAYETTE, KY 
 DS219: HMDA Loan Application Register LAR: MSA/MD 30620 LIMA, OH 
 DS220: HMDA Loan Application Register LAR: MSA/MD 30700 LINCOLN, NE 
 DS221: HMDA Loan Application Register LAR: MSA/MD 30780 LITTLE ROCK-NORTH LITTLE ROCK-CONWAY, AR 
 DS222: HMDA Loan Application Register LAR: MSA/MD 30860 LOGAN, UT-ID 
 DS223: HMDA Loan Application Register LAR: MSA/MD 30980 LONGVIEW, TX 
 DS224: HMDA Loan Application Register LAR: MSA/MD 31020 LONGVIEW, WA 
 DS225: HMDA Loan Application Register LAR: MSA/MD 31084 LOS ANGELES-LONG BEACH-GLENDALE, CA 
 DS226: HMDA Loan Application Register LAR: MSA/MD 31140 LOUISVILLE-JEFFERSON COUNTY, KY-IN 
 DS227: HMDA Loan Application Register LAR: MSA/MD 31180 LUBBOCK, TX 
 DS228: HMDA Loan Application Register LAR: MSA/MD 31340 LYNCHBURG, VA 
 DS229: HMDA Loan Application Register LAR: MSA/MD 31420 MACON, GA 
 DS230: HMDA Loan Application Register LAR: MSA/MD 31460 MADERA-CHOWCHILLA, CA 
 DS231: HMDA Loan Application Register LAR: MSA/MD 31540 MADISON, WI 
 DS232: HMDA Loan Application Register LAR: MSA/MD 31700 MANCHESTER-NASHUA, NH 
 DS233: HMDA Loan Application Register LAR: MSA/MD 31740 MANHATTAN, KS 
 DS234: HMDA Loan Application Register LAR: MSA/MD 31860 MANKATO-NORTH MANKATO, MN 
 DS235: HMDA Loan Application Register LAR: MSA/MD 31900 MANSFIELD, OH 
 DS236: HMDA Loan Application Register LAR: MSA/MD 32420 MAYAGUEZ, PR 
 DS237: HMDA Loan Application Register LAR: MSA/MD 32580 MCALLEN-EDINBURG-MISSION, TX 
 DS238: HMDA Loan Application Register LAR: MSA/MD 32780 MEDFORD, OR 
 DS239: HMDA Loan Application Register LAR: MSA/MD 32820 MEMPHIS, TN-MS-AR 
 DS240: HMDA Loan Application Register LAR: MSA/MD 32900 MERCED, CA 
 DS241: HMDA Loan Application Register LAR: MSA/MD 33124 MIAMI-MIAMI BEACH-KENDALL, FL 
 DS242: HMDA Loan Application Register LAR: MSA/MD 33140 MICHIGAN CITY-LA PORTE, IN 
 DS243: HMDA Loan Application Register LAR: MSA/MD 33260 MIDLAND, TX 
 DS244: HMDA Loan Application Register LAR: MSA/MD 33340 MILWAUKEE-WAUKESHA-WEST ALLIS, WI 
 DS245: HMDA Loan Application Register LAR: MSA/MD 33460 MINNEAPOLIS-ST. PAUL-BLOOMINGTON, MN-WI 
 DS246: HMDA Loan Application Register LAR: MSA/MD 33540 MISSOULA, MT 
 DS247: HMDA Loan Application Register LAR: MSA/MD 33660 MOBILE, AL 
 DS248: HMDA Loan Application Register LAR: MSA/MD 33700 MODESTO, CA 
 DS249: HMDA Loan Application Register LAR: MSA/MD 33740 MONROE, LA 
 DS250: HMDA Loan Application Register LAR: MSA/MD 33780 MONROE, MI 
 DS251: HMDA Loan Application Register LAR: MSA/MD 33860 MONTGOMERY, AL 
 DS252: HMDA Loan Application Register LAR: MSA/MD 34060 MORGANTOWN, WV 
 DS253: HMDA Loan Application Register LAR: MSA/MD 34100 MORRISTOWN, TN 
 DS254: HMDA Loan Application Register LAR: MSA/MD 34580 MOUNT VERNON-ANACORTES, WA 
 DS255: HMDA Loan Application Register LAR: MSA/MD 34620 MUNCIE, IN 
 DS256: HMDA Loan Application Register LAR: MSA/MD 34740 MUSKEGON-NORTON SHORES, MI 
 DS257: HMDA Loan Application Register LAR: MSA/MD 34820 MYRTLE BEACH-NORTH MYRTLE BEACH-CONWAY, SC 
 DS258: HMDA Loan Application Register LAR: MSA/MD 34900 NAPA, CA 
 DS259: HMDA Loan Application Register LAR: MSA/MD 34940 NAPLES-MARCO ISLAND, FL 
 DS260: HMDA Loan Application Register LAR: MSA/MD 34980 NASHVILLE-DAVIDSON--MURFREESBORO--FRANKLIN, TN 
 DS261: HMDA Loan Application Register LAR: MSA/MD 35004 NASSAU-SUFFOLK, NY 
 DS262: HMDA Loan Application Register LAR: MSA/MD 35084 NEWARK-UNION, NJ-PA 
 DS263: HMDA Loan Application Register LAR: MSA/MD 35300 NEW HAVEN-MILFORD, CT 
 DS264: HMDA Loan Application Register LAR: MSA/MD 35380 NEW ORLEANS-METAIRIE-KENNER, LA 
 DS265: HMDA Loan Application Register LAR: MSA/MD 35644 NEW YORK-WHITE PLAINS-WAYNE, NY-NJ 
 DS266: HMDA Loan Application Register LAR: MSA/MD 35660 NILES-BENTON HARBOR, MI 
 DS267: HMDA Loan Application Register LAR: MSA/MD 35840 NORTH PORT-BRADENTON-SARASOTA, FL 
 DS268: HMDA Loan Application Register LAR: MSA/MD 35980 NORWICH-NEW LONDON, CT 
 DS269: HMDA Loan Application Register LAR: MSA/MD 36084 OAKLAND-FREMONT-HAYWARD, CA 
 DS270: HMDA Loan Application Register LAR: MSA/MD 36100 OCALA, FL 
 DS271: HMDA Loan Application Register LAR: MSA/MD 36140 OCEAN CITY, NJ 
 DS272: HMDA Loan Application Register LAR: MSA/MD 36220 ODESSA, TX 
 DS273: HMDA Loan Application Register LAR: MSA/MD 36260 OGDEN-CLEARFIELD, UT 
 DS274: HMDA Loan Application Register LAR: MSA/MD 36420 OKLAHOMA CITY, OK 
 DS275: HMDA Loan Application Register LAR: MSA/MD 36500 OLYMPIA, WA 
 DS276: HMDA Loan Application Register LAR: MSA/MD 36540 OMAHA-COUNCIL BLUFFS, NE-IA 
 DS277: HMDA Loan Application Register LAR: MSA/MD 36740 ORLANDO-KISSIMMEE-SANFORD, FL 
 DS278: HMDA Loan Application Register LAR: MSA/MD 36780 OSHKOSH-NEENAH, WI 
 DS279: HMDA Loan Application Register LAR: MSA/MD 36980 OWENSBORO, KY 
 DS280: HMDA Loan Application Register LAR: MSA/MD 37100 OXNARD-THOUSAND OAKS-VENTURA, CA 
 DS281: HMDA Loan Application Register LAR: MSA/MD 37340 PALM BAY-MELBOURNE-TITUSVILLE, FL 
 DS282: HMDA Loan Application Register LAR: MSA/MD 37380 PALM COAST, FL 
 DS283: HMDA Loan Application Register LAR: MSA/MD 37460 PANAMA CITY-LYNN HAVEN-PANAMA CITY BEACH, FL 
 DS284: HMDA Loan Application Register LAR: MSA/MD 37620 PARKERSBURG-MARIETTA-VIENNA, WV-OH 
 DS285: HMDA Loan Application Register LAR: MSA/MD 37700 PASCAGOULA, MS 
 DS286: HMDA Loan Application Register LAR: MSA/MD 37764 PEABODY, MA 
 DS287: HMDA Loan Application Register LAR: MSA/MD 37860 PENSACOLA-FERRY PASS-BRENT, FL 
 DS288: HMDA Loan Application Register LAR: MSA/MD 37900 PEORIA, IL 
 DS289: HMDA Loan Application Register LAR: MSA/MD 37964 PHILADELPHIA, PA 
 DS290: HMDA Loan Application Register LAR: MSA/MD 38060 PHOENIX-MESA-GLENDALE, AZ 
 DS291: HMDA Loan Application Register LAR: MSA/MD 38220 PINE BLUFF, AR 
 DS292: HMDA Loan Application Register LAR: MSA/MD 38300 PITTSBURGH, PA 
 DS293: HMDA Loan Application Register LAR: MSA/MD 38340 PITTSFIELD, MA 
 DS294: HMDA Loan Application Register LAR: MSA/MD 38540 POCATELLO, ID 
 DS295: HMDA Loan Application Register LAR: MSA/MD 38660 PONCE, PR 
 DS296: HMDA Loan Application Register LAR: MSA/MD 38860 PORTLAND-SOUTH PORTLAND-BIDDEFORD, ME 
 DS297: HMDA Loan Application Register LAR: MSA/MD 38900 PORTLAND-VANCOUVER-HILLSBORO, OR-WA 
 DS298: HMDA Loan Application Register LAR: MSA/MD 38940 PORT ST. LUCIE, FL 
 DS299: HMDA Loan Application Register LAR: MSA/MD 39100 POUGHKEEPSIE-NEWBURGH-MIDDLETOWN, NY 
 DS300: HMDA Loan Application Register LAR: MSA/MD 39140 PRESCOTT, AZ 
 DS301: HMDA Loan Application Register LAR: MSA/MD 39300 PROVIDENCE-NEW BEDFORD-FALL RIVER, RI-MA 
 DS302: HMDA Loan Application Register LAR: MSA/MD 39340 PROVO-OREM, UT 
 DS303: HMDA Loan Application Register LAR: MSA/MD 39380 PUEBLO, CO 
 DS304: HMDA Loan Application Register LAR: MSA/MD 39460 PUNTA GORDA, FL 
 DS305: HMDA Loan Application Register LAR: MSA/MD 39540 RACINE, WI 
 DS306: HMDA Loan Application Register LAR: MSA/MD 39580 RALEIGH-CARY, NC 
 DS307: HMDA Loan Application Register LAR: MSA/MD 39660 RAPID CITY, SD 
 DS308: HMDA Loan Application Register LAR: MSA/MD 39740 READING, PA 
 DS309: HMDA Loan Application Register LAR: MSA/MD 39820 REDDING, CA 
 DS310: HMDA Loan Application Register LAR: MSA/MD 39900 RENO-SPARKS, NV 
 DS311: HMDA Loan Application Register LAR: MSA/MD 40060 RICHMOND, VA 
 DS312: HMDA Loan Application Register LAR: MSA/MD 40140 RIVERSIDE-SAN BERNARDINO-ONTARIO, CA 
 DS313: HMDA Loan Application Register LAR: MSA/MD 40220 ROANOKE, VA 
 DS314: HMDA Loan Application Register LAR: MSA/MD 40340 ROCHESTER, MN 
 DS315: HMDA Loan Application Register LAR: MSA/MD 40380 ROCHESTER, NY 
 DS316: HMDA Loan Application Register LAR: MSA/MD 40420 ROCKFORD, IL 
 DS317: HMDA Loan Application Register LAR: MSA/MD 40484 ROCKINGHAM COUNTY-STRAFFORD COUNTY, NH 
 DS318: HMDA Loan Application Register LAR: MSA/MD 40580 ROCKY MOUNT, NC 
 DS319: HMDA Loan Application Register LAR: MSA/MD 40660 ROME, GA 
 DS320: HMDA Loan Application Register LAR: MSA/MD 40900 SACRAMENTO--ARDEN-ARCADE--ROSEVILLE, CA 
 DS321: HMDA Loan Application Register LAR: MSA/MD 40980 SAGINAW-SAGINAW TOWNSHIP NORTH, MI 
 DS322: HMDA Loan Application Register LAR: MSA/MD 41060 ST. CLOUD, MN 
 DS323: HMDA Loan Application Register LAR: MSA/MD 41100 ST. GEORGE, UT 
 DS324: HMDA Loan Application Register LAR: MSA/MD 41140 ST. JOSEPH, MO-KS 
 DS325: HMDA Loan Application Register LAR: MSA/MD 41180 ST. LOUIS, MO-IL 
 DS326: HMDA Loan Application Register LAR: MSA/MD 41420 SALEM, OR 
 DS327: HMDA Loan Application Register LAR: MSA/MD 41500 SALINAS, CA 
 DS328: HMDA Loan Application Register LAR: MSA/MD 41540 SALISBURY, MD 
 DS329: HMDA Loan Application Register LAR: MSA/MD 41620 SALT LAKE CITY, UT 
 DS330: HMDA Loan Application Register LAR: MSA/MD 41660 SAN ANGELO, TX 
 DS331: HMDA Loan Application Register LAR: MSA/MD 41700 SAN ANTONIO-NEW BRAUNFELS, TX 
 DS332: HMDA Loan Application Register LAR: MSA/MD 41740 SAN DIEGO-CARLSBAD-SAN MARCOS, CA 
 DS333: HMDA Loan Application Register LAR: MSA/MD 41780 SANDUSKY, OH 
 DS334: HMDA Loan Application Register LAR: MSA/MD 41884 SAN FRANCISCO-SAN MATEO-REDWOOD CITY, CA 
 DS335: HMDA Loan Application Register LAR: MSA/MD 41900 SAN GERMAN-CABO ROJO, PR 
 DS336: HMDA Loan Application Register LAR: MSA/MD 41940 SAN JOSE-SUNNYVALE-SANTA CLARA, CA 
 DS337: HMDA Loan Application Register LAR: MSA/MD 41980 SAN JUAN-CAGUAS-GUAYNABO, PR 
 DS338: HMDA Loan Application Register LAR: MSA/MD 42020 SAN LUIS OBISPO-PASO ROBLES, CA 
 DS339: HMDA Loan Application Register LAR: MSA/MD 42044 SANTA ANA-ANAHEIM-IRVINE, CA 
 DS340: HMDA Loan Application Register LAR: MSA/MD 42060 SANTA BARBARA-SANTA MARIA-GOLETA, CA 
 DS341: HMDA Loan Application Register LAR: MSA/MD 42100 SANTA CRUZ-WATSONVILLE, CA 
 DS342: HMDA Loan Application Register LAR: MSA/MD 42140 SANTA FE, NM 
 DS343: HMDA Loan Application Register LAR: MSA/MD 42220 SANTA ROSA-PETALUMA, CA 
 DS344: HMDA Loan Application Register LAR: MSA/MD 42340 SAVANNAH, GA 
 DS345: HMDA Loan Application Register LAR: MSA/MD 42540 SCRANTON--WILKES-BARRE, PA 
 DS346: HMDA Loan Application Register LAR: MSA/MD 42644 SEATTLE-BELLEVUE-EVERETT, WA 
 DS347: HMDA Loan Application Register LAR: MSA/MD 42680 SEBASTIAN-VERO BEACH, FL 
 DS348: HMDA Loan Application Register LAR: MSA/MD 43100 SHEBOYGAN, WI 
 DS349: HMDA Loan Application Register LAR: MSA/MD 43300 SHERMAN-DENISON, TX 
 DS350: HMDA Loan Application Register LAR: MSA/MD 43340 SHREVEPORT-BOSSIER CITY, LA 
 DS351: HMDA Loan Application Register LAR: MSA/MD 43580 SIOUX CITY, IA-NE-SD 
 DS352: HMDA Loan Application Register LAR: MSA/MD 43620 SIOUX FALLS, SD 
 DS353: HMDA Loan Application Register LAR: MSA/MD 43780 SOUTH BEND-MISHAWAKA, IN-MI 
 DS354: HMDA Loan Application Register LAR: MSA/MD 43900 SPARTANBURG, SC 
 DS355: HMDA Loan Application Register LAR: MSA/MD 44060 SPOKANE, WA 
 DS356: HMDA Loan Application Register LAR: MSA/MD 44100 SPRINGFIELD, IL 
 DS357: HMDA Loan Application Register LAR: MSA/MD 44140 SPRINGFIELD, MA 
 DS358: HMDA Loan Application Register LAR: MSA/MD 44180 SPRINGFIELD, MO 
 DS359: HMDA Loan Application Register LAR: MSA/MD 44220 SPRINGFIELD, OH 
 DS360: HMDA Loan Application Register LAR: MSA/MD 44300 STATE COLLEGE, PA 
 DS361: HMDA Loan Application Register LAR: MSA/MD 44600 STEUBENVILLE-WEIRTON, OH-WV 
 DS362: HMDA Loan Application Register LAR: MSA/MD 44700 STOCKTON, CA 
 DS363: HMDA Loan Application Register LAR: MSA/MD 44940 SUMTER, SC 
 DS364: HMDA Loan Application Register LAR: MSA/MD 45060 SYRACUSE, NY 
 DS365: HMDA Loan Application Register LAR: MSA/MD 45104 TACOMA, WA 
 DS366: HMDA Loan Application Register LAR: MSA/MD 45220 TALLAHASSEE, FL 
 DS367: HMDA Loan Application Register LAR: MSA/MD 45300 TAMPA-ST. PETERSBURG-CLEARWATER, FL 
 DS368: HMDA Loan Application Register LAR: MSA/MD 45460 TERRE HAUTE, IN 
 DS369: HMDA Loan Application Register LAR: MSA/MD 45500 TEXARKANA, TX-TEXARKANA, AR 
 DS370: HMDA Loan Application Register LAR: MSA/MD 45780 TOLEDO, OH 
 DS371: HMDA Loan Application Register LAR: MSA/MD 45820 TOPEKA, KS 
 DS372: HMDA Loan Application Register LAR: MSA/MD 45940 TRENTON-EWING, NJ 
 DS373: HMDA Loan Application Register LAR: MSA/MD 46060 TUCSON, AZ 
 DS374: HMDA Loan Application Register LAR: MSA/MD 46140 TULSA, OK 
 DS375: HMDA Loan Application Register LAR: MSA/MD 46220 TUSCALOOSA, AL 
 DS376: HMDA Loan Application Register LAR: MSA/MD 46340 TYLER, TX 
 DS377: HMDA Loan Application Register LAR: MSA/MD 46540 UTICA-ROME, NY 
 DS378: HMDA Loan Application Register LAR: MSA/MD 46660 VALDOSTA, GA 
 DS379: HMDA Loan Application Register LAR: MSA/MD 46700 VALLEJO-FAIRFIELD, CA 
 DS380: HMDA Loan Application Register LAR: MSA/MD 47020 VICTORIA, TX 
 DS381: HMDA Loan Application Register LAR: MSA/MD 47220 VINELAND-MILLVILLE-BRIDGETON, NJ 
 DS382: HMDA Loan Application Register LAR: MSA/MD 47260 VIRGINIA BEACH-NORFOLK-NEWPORT NEWS, VA-NC 
 DS383: HMDA Loan Application Register LAR: MSA/MD 47300 VISALIA-PORTERVILLE, CA 
 DS384: HMDA Loan Application Register LAR: MSA/MD 47380 WACO, TX 
 DS385: HMDA Loan Application Register LAR: MSA/MD 47580 WARNER ROBINS, GA 
 DS386: HMDA Loan Application Register LAR: MSA/MD 47644 WARREN-TROY-FARMINGTON HILLS, MI 
 DS387: HMDA Loan Application Register LAR: MSA/MD 47894 WASHINGTON-ARLINGTON-ALEXANDRIA, DC-VA-MD-WV 
 DS388: HMDA Loan Application Register LAR: MSA/MD 47940 WATERLOO-CEDAR FALLS, IA 
 DS389: HMDA Loan Application Register LAR: MSA/MD 48140 WAUSAU, WI 
 DS390: HMDA Loan Application Register LAR: MSA/MD 48300 WENATCHEE-EAST WENATCHEE, WA 
 DS391: HMDA Loan Application Register LAR: MSA/MD 48424 WEST PALM BEACH-BOCA RATON-BOYNTON BEACH, FL 
 DS392: HMDA Loan Application Register LAR: MSA/MD 48540 WHEELING, WV-OH 
 DS393: HMDA Loan Application Register LAR: MSA/MD 48620 WICHITA, KS 
 DS394: HMDA Loan Application Register LAR: MSA/MD 48660 WICHITA FALLS, TX 
 DS395: HMDA Loan Application Register LAR: MSA/MD 48700 WILLIAMSPORT, PA 
 DS396: HMDA Loan Application Register LAR: MSA/MD 48864 WILMINGTON, DE-MD-NJ 
 DS397: HMDA Loan Application Register LAR: MSA/MD 48900 WILMINGTON, NC 
 DS398: HMDA Loan Application Register LAR: MSA/MD 49020 WINCHESTER, VA-WV 
 DS399: HMDA Loan Application Register LAR: MSA/MD 49180 WINSTON-SALEM, NC 
 DS400: HMDA Loan Application Register LAR: MSA/MD 49340 WORCESTER, MA 
 DS401: HMDA Loan Application Register LAR: MSA/MD 49420 YAKIMA, WA 
 DS402: HMDA Loan Application Register LAR: MSA/MD 49500 YAUCO, PR 
 DS403: HMDA Loan Application Register LAR: MSA/MD 49620 YORK-HANOVER, PA 
 DS404: HMDA Loan Application Register LAR: MSA/MD 49660 YOUNGSTOWN-WARREN-BOARDMAN, OH-PA 
 DS405: HMDA Loan Application Register LAR: MSA/MD 49700 YUBA CITY, CA 
 DS406: HMDA Loan Application Register LAR: MSA/MD 49740 YUMA, AZ 
 DS407: HMDA Loan Application Register LAR: MSA/MD NA NA 
 DS408: PMIC Loan Application Register LAR: MSA/MD 10180 ABILENE, TX 
 DS409: PMIC Loan Application Register LAR: MSA/MD 10380 AGUADILLA-ISABELA-SAN SEBASTIAN, PR 
 DS410: PMIC Loan Application Register LAR: MSA/MD 10420 AKRON, OH 
 DS411: PMIC Loan Application Register LAR: MSA/MD 10500 ALBANY, GA 
 DS412: PMIC Loan Application Register LAR: MSA/MD 10580 ALBANY-SCHENECTADY-TROY, NY 
 DS413: PMIC Loan Application Register LAR: MSA/MD 10740 ALBUQUERQUE, NM 
 DS414: PMIC Loan Application Register LAR: MSA/MD 10780 ALEXANDRIA, LA 
 DS415: PMIC Loan Application Register LAR: MSA/MD 10900 ALLENTOWN-BETHLEHEM-EASTON, PA-NJ 
 DS416: PMIC Loan Application Register LAR: MSA/MD 11020 ALTOONA, PA 
 DS417: PMIC Loan Application Register LAR: MSA/MD 11100 AMARILLO, TX 
 DS418: PMIC Loan Application Register LAR: MSA/MD 11180 AMES, IA 
 DS419: PMIC Loan Application Register LAR: MSA/MD 11260 ANCHORAGE, AK 
 DS420: PMIC Loan Application Register LAR: MSA/MD 11300 ANDERSON, IN 
 DS421: PMIC Loan Application Register LAR: MSA/MD 11340 ANDERSON, SC 
 DS422: PMIC Loan Application Register LAR: MSA/MD 11460 ANN ARBOR, MI 
 DS423: PMIC Loan Application Register LAR: MSA/MD 11500 ANNISTON-OXFORD, AL 
 DS424: PMIC Loan Application Register LAR: MSA/MD 11540 APPLETON, WI 
 DS425: PMIC Loan Application Register LAR: MSA/MD 11700 ASHEVILLE, NC 
 DS426: PMIC Loan Application Register LAR: MSA/MD 12020 ATHENS-CLARKE COUNTY, GA 
 DS427: PMIC Loan Application Register LAR: MSA/MD 12060 ATLANTA-SANDY SPRINGS-MARIETTA, GA 
 DS428: PMIC Loan Application Register LAR: MSA/MD 12100 ATLANTIC CITY-HAMMONTON, NJ 
 DS429: PMIC Loan Application Register LAR: MSA/MD 12220 AUBURN-OPELIKA, AL 
 DS430: PMIC Loan Application Register LAR: MSA/MD 12260 AUGUSTA-RICHMOND COUNTY, GA-SC 
 DS431: PMIC Loan Application Register LAR: MSA/MD 12420 AUSTIN-ROUND ROCK-SAN MARCOS, TX 
 DS432: PMIC Loan Application Register LAR: MSA/MD 12540 BAKERSFIELD-DELANO, CA 
 DS433: PMIC Loan Application Register LAR: MSA/MD 12580 BALTIMORE-TOWSON, MD 
 DS434: PMIC Loan Application Register LAR: MSA/MD 12620 BANGOR, ME 
 DS435: PMIC Loan Application Register LAR: MSA/MD 12700 BARNSTABLE TOWN, MA 
 DS436: PMIC Loan Application Register LAR: MSA/MD 12940 BATON ROUGE, LA 
 DS437: PMIC Loan Application Register LAR: MSA/MD 12980 BATTLE CREEK, MI 
 DS438: PMIC Loan Application Register LAR: MSA/MD 13020 BAY CITY, MI 
 DS439: PMIC Loan Application Register LAR: MSA/MD 13140 BEAUMONT-PORT ARTHUR, TX 
 DS440: PMIC Loan Application Register LAR: MSA/MD 13380 BELLINGHAM, WA 
 DS441: PMIC Loan Application Register LAR: MSA/MD 13460 BEND, OR 
 DS442: PMIC Loan Application Register LAR: MSA/MD 13644 BETHESDA-ROCKVILLE-FREDERICK, MD 
 DS443: PMIC Loan Application Register LAR: MSA/MD 13740 BILLINGS, MT 
 DS444: PMIC Loan Application Register LAR: MSA/MD 13780 BINGHAMTON, NY 
 DS445: PMIC Loan Application Register LAR: MSA/MD 13820 BIRMINGHAM-HOOVER, AL 
 DS446: PMIC Loan Application Register LAR: MSA/MD 13900 BISMARCK, ND 
 DS447: PMIC Loan Application Register LAR: MSA/MD 13980 BLACKSBURG-CHRISTIANSBURG-RADFORD, VA 
 DS448: PMIC Loan Application Register LAR: MSA/MD 14020 BLOOMINGTON, IN 
 DS449: PMIC Loan Application Register LAR: MSA/MD 14060 BLOOMINGTON-NORMAL, IL 
 DS450: PMIC Loan Application Register LAR: MSA/MD 14260 BOISE CITY-NAMPA, ID 
 DS451: PMIC Loan Application Register LAR: MSA/MD 14484 BOSTON-QUINCY, MA 
 DS452: PMIC Loan Application Register LAR: MSA/MD 14500 BOULDER, CO 
 DS453: PMIC Loan Application Register LAR: MSA/MD 14540 BOWLING GREEN, KY 
 DS454: PMIC Loan Application Register LAR: MSA/MD 14740 BREMERTON-SILVERDALE, WA 
 DS455: PMIC Loan Application Register LAR: MSA/MD 14860 BRIDGEPORT-STAMFORD-NORWALK, CT 
 DS456: PMIC Loan Application Register LAR: MSA/MD 15180 BROWNSVILLE-HARLINGEN, TX 
 DS457: PMIC Loan Application Register LAR: MSA/MD 15260 BRUNSWICK, GA 
 DS458: PMIC Loan Application Register LAR: MSA/MD 15380 BUFFALO-NIAGARA FALLS, NY 
 DS459: PMIC Loan Application Register LAR: MSA/MD 15500 BURLINGTON, NC 
 DS460: PMIC Loan Application Register LAR: MSA/MD 15540 BURLINGTON-SOUTH BURLINGTON, VT 
 DS461: PMIC Loan Application Register LAR: MSA/MD 15764 CAMBRIDGE-NEWTON-FRAMINGHAM, MA 
 DS462: PMIC Loan Application Register LAR: MSA/MD 15804 CAMDEN, NJ 
 DS463: PMIC Loan Application Register LAR: MSA/MD 15940 CANTON-MASSILLON, OH 
 DS464: PMIC Loan Application Register LAR: MSA/MD 15980 CAPE CORAL-FORT MYERS, FL 
 DS465: PMIC Loan Application Register LAR: MSA/MD 16020 CAPE GIRARDEAU-JACKSON, MO-IL 
 DS466: PMIC Loan Application Register LAR: MSA/MD 16180 CARSON CITY, NV 
 DS467: PMIC Loan Application Register LAR: MSA/MD 16220 CASPER, WY 
 DS468: PMIC Loan Application Register LAR: MSA/MD 16300 CEDAR RAPIDS, IA 
 DS469: PMIC Loan Application Register LAR: MSA/MD 16580 CHAMPAIGN-URBANA, IL 
 DS470: PMIC Loan Application Register LAR: MSA/MD 16620 CHARLESTON, WV 
 DS471: PMIC Loan Application Register LAR: MSA/MD 16700 CHARLESTON-NORTH CHARLESTON-SUMMERVILLE, SC 
 DS472: PMIC Loan Application Register LAR: MSA/MD 16740 CHARLOTTE-GASTONIA-ROCK HILL, NC-SC 
 DS473: PMIC Loan Application Register LAR: MSA/MD 16820 CHARLOTTESVILLE, VA 
 DS474: PMIC Loan Application Register LAR: MSA/MD 16860 CHATTANOOGA, TN-GA 
 DS475: PMIC Loan Application Register LAR: MSA/MD 16940 CHEYENNE, WY 
 DS476: PMIC Loan Application Register LAR: MSA/MD 16974 CHICAGO-JOLIET-NAPERVILLE, IL 
 DS477: PMIC Loan Application Register LAR: MSA/MD 17020 CHICO, CA 
 DS478: PMIC Loan Application Register LAR: MSA/MD 17140 CINCINNATI-MIDDLETOWN, OH-KY-IN 
 DS479: PMIC Loan Application Register LAR: MSA/MD 17300 CLARKSVILLE, TN-KY 
 DS480: PMIC Loan Application Register LAR: MSA/MD 17420 CLEVELAND, TN 
 DS481: PMIC Loan Application Register LAR: MSA/MD 17460 CLEVELAND-ELYRIA-MENTOR, OH 
 DS482: PMIC Loan Application Register LAR: MSA/MD 17660 COEUR D'ALENE, ID 
 DS483: PMIC Loan Application Register LAR: MSA/MD 17780 COLLEGE STATION-BRYAN, TX 
 DS484: PMIC Loan Application Register LAR: MSA/MD 17820 COLORADO SPRINGS, CO 
 DS485: PMIC Loan Application Register LAR: MSA/MD 17860 COLUMBIA, MO 
 DS486: PMIC Loan Application Register LAR: MSA/MD 17900 COLUMBIA, SC 
 DS487: PMIC Loan Application Register LAR: MSA/MD 17980 COLUMBUS, GA-AL 
 DS488: PMIC Loan Application Register LAR: MSA/MD 18020 COLUMBUS, IN 
 DS489: PMIC Loan Application Register LAR: MSA/MD 18140 COLUMBUS, OH 
 DS490: PMIC Loan Application Register LAR: MSA/MD 18580 CORPUS CHRISTI, TX 
 DS491: PMIC Loan Application Register LAR: MSA/MD 18700 CORVALLIS, OR 
 DS492: PMIC Loan Application Register LAR: MSA/MD 18880 CRESTVIEW-FORT WALTON BEACH-DESTIN, FL 
 DS493: PMIC Loan Application Register LAR: MSA/MD 19060 CUMBERLAND, MD-WV 
 DS494: PMIC Loan Application Register LAR: MSA/MD 19124 DALLAS-PLANO-IRVING, TX 
 DS495: PMIC Loan Application Register LAR: MSA/MD 19140 DALTON, GA 
 DS496: PMIC Loan Application Register LAR: MSA/MD 19180 DANVILLE, IL 
 DS497: PMIC Loan Application Register LAR: MSA/MD 19260 DANVILLE, VA 
 DS498: PMIC Loan Application Register LAR: MSA/MD 19340 DAVENPORT-MOLINE-ROCK ISLAND, IA-IL 
 DS499: PMIC Loan Application Register LAR: MSA/MD 19380 DAYTON, OH 
 DS500: PMIC Loan Application Register LAR: MSA/MD 19460 DECATUR, AL 
 DS501: PMIC Loan Application Register LAR: MSA/MD 19500 DECATUR, IL 
 DS502: PMIC Loan Application Register LAR: MSA/MD 19660 DELTONA-DAYTONA BEACH-ORMOND BEACH, FL 
 DS503: PMIC Loan Application Register LAR: MSA/MD 19740 DENVER-AURORA-BROOMFIELD, CO 
 DS504: PMIC Loan Application Register LAR: MSA/MD 19780 DES MOINES-WEST DES MOINES, IA 
 DS505: PMIC Loan Application Register LAR: MSA/MD 19804 DETROIT-LIVONIA-DEARBORN, MI 
 DS506: PMIC Loan Application Register LAR: MSA/MD 20020 DOTHAN, AL 
 DS507: PMIC Loan Application Register LAR: MSA/MD 20100 DOVER, DE 
 DS508: PMIC Loan Application Register LAR: MSA/MD 20220 DUBUQUE, IA 
 DS509: PMIC Loan Application Register LAR: MSA/MD 20260 DULUTH, MN-WI 
 DS510: PMIC Loan Application Register LAR: MSA/MD 20500 DURHAM-CHAPEL HILL, NC 
 DS511: PMIC Loan Application Register LAR: MSA/MD 20740 EAU CLAIRE, WI 
 DS512: PMIC Loan Application Register LAR: MSA/MD 20764 EDISON-NEW BRUNSWICK, NJ 
 DS513: PMIC Loan Application Register LAR: MSA/MD 20940 EL CENTRO, CA 
 DS514: PMIC Loan Application Register LAR: MSA/MD 21060 ELIZABETHTOWN, KY 
 DS515: PMIC Loan Application Register LAR: MSA/MD 21140 ELKHART-GOSHEN, IN 
 DS516: PMIC Loan Application Register LAR: MSA/MD 21300 ELMIRA, NY 
 DS517: PMIC Loan Application Register LAR: MSA/MD 21340 EL PASO, TX 
 DS518: PMIC Loan Application Register LAR: MSA/MD 21500 ERIE, PA 
 DS519: PMIC Loan Application Register LAR: MSA/MD 21660 EUGENE-SPRINGFIELD, OR 
 DS520: PMIC Loan Application Register LAR: MSA/MD 21780 EVANSVILLE, IN-KY 
 DS521: PMIC Loan Application Register LAR: MSA/MD 21820 FAIRBANKS, AK 
 DS522: PMIC Loan Application Register LAR: MSA/MD 21940 FAJARDO, PR 
 DS523: PMIC Loan Application Register LAR: MSA/MD 22020 FARGO, ND-MN 
 DS524: PMIC Loan Application Register LAR: MSA/MD 22140 FARMINGTON, NM 
 DS525: PMIC Loan Application Register LAR: MSA/MD 22180 FAYETTEVILLE, NC 
 DS526: PMIC Loan Application Register LAR: MSA/MD 22220 FAYETTEVILLE-SPRINGDALE-ROGERS, AR-MO 
 DS527: PMIC Loan Application Register LAR: MSA/MD 22380 FLAGSTAFF, AZ 
 DS528: PMIC Loan Application Register LAR: MSA/MD 22420 FLINT, MI 
 DS529: PMIC Loan Application Register LAR: MSA/MD 22500 FLORENCE, SC 
 DS530: PMIC Loan Application Register LAR: MSA/MD 22520 FLORENCE-MUSCLE SHOALS, AL 
 DS531: PMIC Loan Application Register LAR: MSA/MD 22540 FOND DU LAC, WI 
 DS532: PMIC Loan Application Register LAR: MSA/MD 22660 FORT COLLINS-LOVELAND, CO 
 DS533: PMIC Loan Application Register LAR: MSA/MD 22744 FORT LAUDERDALE-POMPANO BEACH-DEERFIELD BEACH, FL 
 DS534: PMIC Loan Application Register LAR: MSA/MD 22900 FORT SMITH, AR-OK 
 DS535: PMIC Loan Application Register LAR: MSA/MD 23060 FORT WAYNE, IN 
 DS536: PMIC Loan Application Register LAR: MSA/MD 23104 FORT WORTH-ARLINGTON, TX 
 DS537: PMIC Loan Application Register LAR: MSA/MD 23420 FRESNO, CA 
 DS538: PMIC Loan Application Register LAR: MSA/MD 23460 GADSDEN, AL 
 DS539: PMIC Loan Application Register LAR: MSA/MD 23540 GAINESVILLE, FL 
 DS540: PMIC Loan Application Register LAR: MSA/MD 23580 GAINESVILLE, GA 
 DS541: PMIC Loan Application Register LAR: MSA/MD 23844 GARY, IN 
 DS542: PMIC Loan Application Register LAR: MSA/MD 24020 GLENS FALLS, NY 
 DS543: PMIC Loan Application Register LAR: MSA/MD 24140 GOLDSBORO, NC 
 DS544: PMIC Loan Application Register LAR: MSA/MD 24220 GRAND FORKS, ND-MN 
 DS545: PMIC Loan Application Register LAR: MSA/MD 24300 GRAND JUNCTION, CO 
 DS546: PMIC Loan Application Register LAR: MSA/MD 24340 GRAND RAPIDS-WYOMING, MI 
 DS547: PMIC Loan Application Register LAR: MSA/MD 24500 GREAT FALLS, MT 
 DS548: PMIC Loan Application Register LAR: MSA/MD 24540 GREELEY, CO 
 DS549: PMIC Loan Application Register LAR: MSA/MD 24580 GREEN BAY, WI 
 DS550: PMIC Loan Application Register LAR: MSA/MD 24660 GREENSBORO-HIGH POINT, NC 
 DS551: PMIC Loan Application Register LAR: MSA/MD 24780 GREENVILLE, NC 
 DS552: PMIC Loan Application Register LAR: MSA/MD 24860 GREENVILLE-MAULDIN-EASLEY, SC 
 DS553: PMIC Loan Application Register LAR: MSA/MD 25020 GUAYAMA, PR 
 DS554: PMIC Loan Application Register LAR: MSA/MD 25060 GULFPORT-BILOXI, MS 
 DS555: PMIC Loan Application Register LAR: MSA/MD 25180 HAGERSTOWN-MARTINSBURG, MD-WV 
 DS556: PMIC Loan Application Register LAR: MSA/MD 25260 HANFORD-CORCORAN, CA 
 DS557: PMIC Loan Application Register LAR: MSA/MD 25420 HARRISBURG-CARLISLE, PA 
 DS558: PMIC Loan Application Register LAR: MSA/MD 25500 HARRISONBURG, VA 
 DS559: PMIC Loan Application Register LAR: MSA/MD 25540 HARTFORD-WEST HARTFORD-EAST HARTFORD, CT 
 DS560: PMIC Loan Application Register LAR: MSA/MD 25620 HATTIESBURG, MS 
 DS561: PMIC Loan Application Register LAR: MSA/MD 25860 HICKORY-LENOIR-MORGANTON, NC 
 DS562: PMIC Loan Application Register LAR: MSA/MD 25980 HINESVILLE-FORT STEWART, GA 
 DS563: PMIC Loan Application Register LAR: MSA/MD 26100 HOLLAND-GRAND HAVEN, MI 
 DS564: PMIC Loan Application Register LAR: MSA/MD 26180 HONOLULU, HI 
 DS565: PMIC Loan Application Register LAR: MSA/MD 26300 HOT SPRINGS, AR 
 DS566: PMIC Loan Application Register LAR: MSA/MD 26380 HOUMA-BAYOU CANE-THIBODAUX, LA 
 DS567: PMIC Loan Application Register LAR: MSA/MD 26420 HOUSTON-SUGAR LAND-BAYTOWN, TX 
 DS568: PMIC Loan Application Register LAR: MSA/MD 26580 HUNTINGTON-ASHLAND, WV-KY-OH 
 DS569: PMIC Loan Application Register LAR: MSA/MD 26620 HUNTSVILLE, AL 
 DS570: PMIC Loan Application Register LAR: MSA/MD 26820 IDAHO FALLS, ID 
 DS571: PMIC Loan Application Register LAR: MSA/MD 26900 INDIANAPOLIS-CARMEL, IN 
 DS572: PMIC Loan Application Register LAR: MSA/MD 26980 IOWA CITY, IA 
 DS573: PMIC Loan Application Register LAR: MSA/MD 27060 ITHACA, NY 
 DS574: PMIC Loan Application Register LAR: MSA/MD 27100 JACKSON, MI 
 DS575: PMIC Loan Application Register LAR: MSA/MD 27140 JACKSON, MS 
 DS576: PMIC Loan Application Register LAR: MSA/MD 27180 JACKSON, TN 
 DS577: PMIC Loan Application Register LAR: MSA/MD 27260 JACKSONVILLE, FL 
 DS578: PMIC Loan Application Register LAR: MSA/MD 27340 JACKSONVILLE, NC 
 DS579: PMIC Loan Application Register LAR: MSA/MD 27500 JANESVILLE, WI 
 DS580: PMIC Loan Application Register LAR: MSA/MD 27620 JEFFERSON CITY, MO 
 DS581: PMIC Loan Application Register LAR: MSA/MD 27740 JOHNSON CITY, TN 
 DS582: PMIC Loan Application Register LAR: MSA/MD 27780 JOHNSTOWN, PA 
 DS583: PMIC Loan Application Register LAR: MSA/MD 27860 JONESBORO, AR 
 DS584: PMIC Loan Application Register LAR: MSA/MD 27900 JOPLIN, MO 
 DS585: PMIC Loan Application Register LAR: MSA/MD 28020 KALAMAZOO-PORTAGE, MI 
 DS586: PMIC Loan Application Register LAR: MSA/MD 28100 KANKAKEE-BRADLEY, IL 
 DS587: PMIC Loan Application Register LAR: MSA/MD 28140 KANSAS CITY, MO-KS 
 DS588: PMIC Loan Application Register LAR: MSA/MD 28420 KENNEWICK-PASCO-RICHLAND, WA 
 DS589: PMIC Loan Application Register LAR: MSA/MD 28660 KILLEEN-TEMPLE-FORT HOOD, TX 
 DS590: PMIC Loan Application Register LAR: MSA/MD 28700 KINGSPORT-BRISTOL-BRISTOL, TN-VA 
 DS591: PMIC Loan Application Register LAR: MSA/MD 28740 KINGSTON, NY 
 DS592: PMIC Loan Application Register LAR: MSA/MD 28940 KNOXVILLE, TN 
 DS593: PMIC Loan Application Register LAR: MSA/MD 29020 KOKOMO, IN 
 DS594: PMIC Loan Application Register LAR: MSA/MD 29100 LA CROSSE, WI-MN 
 DS595: PMIC Loan Application Register LAR: MSA/MD 29140 LAFAYETTE, IN 
 DS596: PMIC Loan Application Register LAR: MSA/MD 29180 LAFAYETTE, LA 
 DS597: PMIC Loan Application Register LAR: MSA/MD 29340 LAKE CHARLES, LA 
 DS598: PMIC Loan Application Register LAR: MSA/MD 29404 LAKE COUNTY-KENOSHA COUNTY, IL-WI 
 DS599: PMIC Loan Application Register LAR: MSA/MD 29420 LAKE HAVASU CITY-KINGMAN, AZ 
 DS600: PMIC Loan Application Register LAR: MSA/MD 29460 LAKELAND-WINTER HAVEN, FL 
 DS601: PMIC Loan Application Register LAR: MSA/MD 29540 LANCASTER, PA 
 DS602: PMIC Loan Application Register LAR: MSA/MD 29620 LANSING-EAST LANSING, MI 
 DS603: PMIC Loan Application Register LAR: MSA/MD 29700 LAREDO, TX 
 DS604: PMIC Loan Application Register LAR: MSA/MD 29740 LAS CRUCES, NM 
 DS605: PMIC Loan Application Register LAR: MSA/MD 29820 LAS VEGAS-PARADISE, NV 
 DS606: PMIC Loan Application Register LAR: MSA/MD 29940 LAWRENCE, KS 
 DS607: PMIC Loan Application Register LAR: MSA/MD 30020 LAWTON, OK 
 DS608: PMIC Loan Application Register LAR: MSA/MD 30140 LEBANON, PA 
 DS609: PMIC Loan Application Register LAR: MSA/MD 30300 LEWISTON, ID-WA 
 DS610: PMIC Loan Application Register LAR: MSA/MD 30340 LEWISTON-AUBURN, ME 
 DS611: PMIC Loan Application Register LAR: MSA/MD 30460 LEXINGTON-FAYETTE, KY 
 DS612: PMIC Loan Application Register LAR: MSA/MD 30620 LIMA, OH 
 DS613: PMIC Loan Application Register LAR: MSA/MD 30700 LINCOLN, NE 
 DS614: PMIC Loan Application Register LAR: MSA/MD 30780 LITTLE ROCK-NORTH LITTLE ROCK-CONWAY, AR 
 DS615: PMIC Loan Application Register LAR: MSA/MD 30860 LOGAN, UT-ID 
 DS616: PMIC Loan Application Register LAR: MSA/MD 30980 LONGVIEW, TX 
 DS617: PMIC Loan Application Register LAR: MSA/MD 31020 LONGVIEW, WA 
 DS618: PMIC Loan Application Register LAR: MSA/MD 31084 LOS ANGELES-LONG BEACH-GLENDALE, CA 
 DS619: PMIC Loan Application Register LAR: MSA/MD 31140 LOUISVILLE-JEFFERSON COUNTY, KY-IN 
 DS620: PMIC Loan Application Register LAR: MSA/MD 31180 LUBBOCK, TX 
 DS621: PMIC Loan Application Register LAR: MSA/MD 31340 LYNCHBURG, VA 
 DS622: PMIC Loan Application Register LAR: MSA/MD 31420 MACON, GA 
 DS623: PMIC Loan Application Register LAR: MSA/MD 31460 MADERA-CHOWCHILLA, CA 
 DS624: PMIC Loan Application Register LAR: MSA/MD 31540 MADISON, WI 
 DS625: PMIC Loan Application Register LAR: MSA/MD 31700 MANCHESTER-NASHUA, NH 
 DS626: PMIC Loan Application Register LAR: MSA/MD 31740 MANHATTAN, KS 
 DS627: PMIC Loan Application Register LAR: MSA/MD 31860 MANKATO-NORTH MANKATO, MN 
 DS628: PMIC Loan Application Register LAR: MSA/MD 31900 MANSFIELD, OH 
 DS629: PMIC Loan Application Register LAR: MSA/MD 32420 MAYAGUEZ, PR 
 DS630: PMIC Loan Application Register LAR: MSA/MD 32580 MCALLEN-EDINBURG-MISSION, TX 
 DS631: PMIC Loan Application Register LAR: MSA/MD 32780 MEDFORD, OR 
 DS632: PMIC Loan Application Register LAR: MSA/MD 32820 MEMPHIS, TN-MS-AR 
 DS633: PMIC Loan Application Register LAR: MSA/MD 32900 MERCED, CA 
 DS634: PMIC Loan Application Register LAR: MSA/MD 33124 MIAMI-MIAMI BEACH-KENDALL, FL 
 DS635: PMIC Loan Application Register LAR: MSA/MD 33140 MICHIGAN CITY-LA PORTE, IN 
 DS636: PMIC Loan Application Register LAR: MSA/MD 33260 MIDLAND, TX 
 DS637: PMIC Loan Application Register LAR: MSA/MD 33340 MILWAUKEE-WAUKESHA-WEST ALLIS, WI 
 DS638: PMIC Loan Application Register LAR: MSA/MD 33460 MINNEAPOLIS-ST. PAUL-BLOOMINGTON, MN-WI 
 DS639: PMIC Loan Application Register LAR: MSA/MD 33540 MISSOULA, MT 
 DS640: PMIC Loan Application Register LAR: MSA/MD 33660 MOBILE, AL 
 DS641: PMIC Loan Application Register LAR: MSA/MD 33700 MODESTO, CA 
 DS642: PMIC Loan Application Register LAR: MSA/MD 33740 MONROE, LA 
 DS643: PMIC Loan Application Register LAR: MSA/MD 33780 MONROE, MI 
 DS644: PMIC Loan Application Register LAR: MSA/MD 33860 MONTGOMERY, AL 
 DS645: PMIC Loan Application Register LAR: MSA/MD 34060 MORGANTOWN, WV 
 DS646: PMIC Loan Application Register LAR: MSA/MD 34100 MORRISTOWN, TN 
 DS647: PMIC Loan Application Register LAR: MSA/MD 34580 MOUNT VERNON-ANACORTES, WA 
 DS648: PMIC Loan Application Register LAR: MSA/MD 34620 MUNCIE, IN 
 DS649: PMIC Loan Application Register LAR: MSA/MD 34740 MUSKEGON-NORTON SHORES, MI 
 DS650: PMIC Loan Application Register LAR: MSA/MD 34820 MYRTLE BEACH-NORTH MYRTLE BEACH-CONWAY, SC 
 DS651: PMIC Loan Application Register LAR: MSA/MD 34900 NAPA, CA 
 DS652: PMIC Loan Application Register LAR: MSA/MD 34940 NAPLES-MARCO ISLAND, FL 
 DS653: PMIC Loan Application Register LAR: MSA/MD 34980 NASHVILLE-DAVIDSON--MURFREESBORO--FRANKLIN, TN 
 DS654: PMIC Loan Application Register LAR: MSA/MD 35004 NASSAU-SUFFOLK, NY 
 DS655: PMIC Loan Application Register LAR: MSA/MD 35084 NEWARK-UNION, NJ-PA 
 DS656: PMIC Loan Application Register LAR: MSA/MD 35300 NEW HAVEN-MILFORD, CT 
 DS657: PMIC Loan Application Register LAR: MSA/MD 35380 NEW ORLEANS-METAIRIE-KENNER, LA 
 DS658: PMIC Loan Application Register LAR: MSA/MD 35644 NEW YORK-WHITE PLAINS-WAYNE, NY-NJ 
 DS659: PMIC Loan Application Register LAR: MSA/MD 35660 NILES-BENTON HARBOR, MI 
 DS660: PMIC Loan Application Register LAR: MSA/MD 35840 NORTH PORT-BRADENTON-SARASOTA, FL 
 DS661: PMIC Loan Application Register LAR: MSA/MD 35980 NORWICH-NEW LONDON, CT 
 DS662: PMIC Loan Application Register LAR: MSA/MD 36084 OAKLAND-FREMONT-HAYWARD, CA 
 DS663: PMIC Loan Application Register LAR: MSA/MD 36100 OCALA, FL 
 DS664: PMIC Loan Application Register LAR: MSA/MD 36140 OCEAN CITY, NJ 
 DS665: PMIC Loan Application Register LAR: MSA/MD 36220 ODESSA, TX 
 DS666: PMIC Loan Application Register LAR: MSA/MD 36260 OGDEN-CLEARFIELD, UT 
 DS667: PMIC Loan Application Register LAR: MSA/MD 36420 OKLAHOMA CITY, OK 
 DS668: PMIC Loan Application Register LAR: MSA/MD 36500 OLYMPIA, WA 
 DS669: PMIC Loan Application Register LAR: MSA/MD 36540 OMAHA-COUNCIL BLUFFS, NE-IA 
 DS670: PMIC Loan Application Register LAR: MSA/MD 36740 ORLANDO-KISSIMMEE-SANFORD, FL 
 DS671: PMIC Loan Application Register LAR: MSA/MD 36780 OSHKOSH-NEENAH, WI 
 DS672: PMIC Loan Application Register LAR: MSA/MD 36980 OWENSBORO, KY 
 DS673: PMIC Loan Application Register LAR: MSA/MD 37100 OXNARD-THOUSAND OAKS-VENTURA, CA 
 DS674: PMIC Loan Application Register LAR: MSA/MD 37340 PALM BAY-MELBOURNE-TITUSVILLE, FL 
 DS675: PMIC Loan Application Register LAR: MSA/MD 37380 PALM COAST, FL 
 DS676: PMIC Loan Application Register LAR: MSA/MD 37460 PANAMA CITY-LYNN HAVEN-PANAMA CITY BEACH, FL 
 DS677: PMIC Loan Application Register LAR: MSA/MD 37620 PARKERSBURG-MARIETTA-VIENNA, WV-OH 
 DS678: PMIC Loan Application Register LAR: MSA/MD 37700 PASCAGOULA, MS 
 DS679: PMIC Loan Application Register LAR: MSA/MD 37764 PEABODY, MA 
 DS680: PMIC Loan Application Register LAR: MSA/MD 37860 PENSACOLA-FERRY PASS-BRENT, FL 
 DS681: PMIC Loan Application Register LAR: MSA/MD 37900 PEORIA, IL 
 DS682: PMIC Loan Application Register LAR: MSA/MD 37964 PHILADELPHIA, PA 
 DS683: PMIC Loan Application Register LAR: MSA/MD 38060 PHOENIX-MESA-GLENDALE, AZ 
 DS684: PMIC Loan Application Register LAR: MSA/MD 38220 PINE BLUFF, AR 
 DS685: PMIC Loan Application Register LAR: MSA/MD 38300 PITTSBURGH, PA 
 DS686: PMIC Loan Application Register LAR: MSA/MD 38340 PITTSFIELD, MA 
 DS687: PMIC Loan Application Register LAR: MSA/MD 38540 POCATELLO, ID 
 DS688: PMIC Loan Application Register LAR: MSA/MD 38660 PONCE, PR 
 DS689: PMIC Loan Application Register LAR: MSA/MD 38860 PORTLAND-SOUTH PORTLAND-BIDDEFORD, ME 
 DS690: PMIC Loan Application Register LAR: MSA/MD 38900 PORTLAND-VANCOUVER-HILLSBORO, OR-WA 
 DS691: PMIC Loan Application Register LAR: MSA/MD 38940 PORT ST. LUCIE, FL 
 DS692: PMIC Loan Application Register LAR: MSA/MD 39100 POUGHKEEPSIE-NEWBURGH-MIDDLETOWN, NY 
 DS693: PMIC Loan Application Register LAR: MSA/MD 39140 PRESCOTT, AZ 
 DS694: PMIC Loan Application Register LAR: MSA/MD 39300 PROVIDENCE-NEW BEDFORD-FALL RIVER, RI-MA 
 DS695: PMIC Loan Application Register LAR: MSA/MD 39340 PROVO-OREM, UT 
 DS696: PMIC Loan Application Register LAR: MSA/MD 39380 PUEBLO, CO 
 DS697: PMIC Loan Application Register LAR: MSA/MD 39460 PUNTA GORDA, FL 
 DS698: PMIC Loan Application Register LAR: MSA/MD 39540 RACINE, WI 
 DS699: PMIC Loan Application Register LAR: MSA/MD 39580 RALEIGH-CARY, NC 
 DS700: PMIC Loan Application Register LAR: MSA/MD 39660 RAPID CITY, SD 
 DS701: PMIC Loan Application Register LAR: MSA/MD 39740 READING, PA 
 DS702: PMIC Loan Application Register LAR: MSA/MD 39820 REDDING, CA 
 DS703: PMIC Loan Application Register LAR: MSA/MD 39900 RENO-SPARKS, NV 
 DS704: PMIC Loan Application Register LAR: MSA/MD 40060 RICHMOND, VA 
 DS705: PMIC Loan Application Register LAR: MSA/MD 40140 RIVERSIDE-SAN BERNARDINO-ONTARIO, CA 
 DS706: PMIC Loan Application Register LAR: MSA/MD 40220 ROANOKE, VA 
 DS707: PMIC Loan Application Register LAR: MSA/MD 40340 ROCHESTER, MN 
 DS708: PMIC Loan Application Register LAR: MSA/MD 40380 ROCHESTER, NY 
 DS709: PMIC Loan Application Register LAR: MSA/MD 40420 ROCKFORD, IL 
 DS710: PMIC Loan Application Register LAR: MSA/MD 40484 ROCKINGHAM COUNTY-STRAFFORD COUNTY, NH 
 DS711: PMIC Loan Application Register LAR: MSA/MD 40580 ROCKY MOUNT, NC 
 DS712: PMIC Loan Application Register LAR: MSA/MD 40660 ROME, GA 
 DS713: PMIC Loan Application Register LAR: MSA/MD 40900 SACRAMENTO--ARDEN-ARCADE--ROSEVILLE, CA 
 DS714: PMIC Loan Application Register LAR: MSA/MD 40980 SAGINAW-SAGINAW TOWNSHIP NORTH, MI 
 DS715: PMIC Loan Application Register LAR: MSA/MD 41060 ST. CLOUD, MN 
 DS716: PMIC Loan Application Register LAR: MSA/MD 41100 ST. GEORGE, UT 
 DS717: PMIC Loan Application Register LAR: MSA/MD 41140 ST. JOSEPH, MO-KS 
 DS718: PMIC Loan Application Register LAR: MSA/MD 41180 ST. LOUIS, MO-IL 
 DS719: PMIC Loan Application Register LAR: MSA/MD 41420 SALEM, OR 
 DS720: PMIC Loan Application Register LAR: MSA/MD 41500 SALINAS, CA 
 DS721: PMIC Loan Application Register LAR: MSA/MD 41540 SALISBURY, MD 
 DS722: PMIC Loan Application Register LAR: MSA/MD 41620 SALT LAKE CITY, UT 
 DS723: PMIC Loan Application Register LAR: MSA/MD 41660 SAN ANGELO, TX 
 DS724: PMIC Loan Application Register LAR: MSA/MD 41700 SAN ANTONIO-NEW BRAUNFELS, TX 
 DS725: PMIC Loan Application Register LAR: MSA/MD 41740 SAN DIEGO-CARLSBAD-SAN MARCOS, CA 
 DS726: PMIC Loan Application Register LAR: MSA/MD 41780 SANDUSKY, OH 
 DS727: PMIC Loan Application Register LAR: MSA/MD 41884 SAN FRANCISCO-SAN MATEO-REDWOOD CITY, CA 
 DS728: PMIC Loan Application Register LAR: MSA/MD 41900 SAN GERMAN-CABO ROJO, PR 
 DS729: PMIC Loan Application Register LAR: MSA/MD 41940 SAN JOSE-SUNNYVALE-SANTA CLARA, CA 
 DS730: PMIC Loan Application Register LAR: MSA/MD 41980 SAN JUAN-CAGUAS-GUAYNABO, PR 
 DS731: PMIC Loan Application Register LAR: MSA/MD 42020 SAN LUIS OBISPO-PASO ROBLES, CA 
 DS732: PMIC Loan Application Register LAR: MSA/MD 42044 SANTA ANA-ANAHEIM-IRVINE, CA 
 DS733: PMIC Loan Application Register LAR: MSA/MD 42060 SANTA BARBARA-SANTA MARIA-GOLETA, CA 
 DS734: PMIC Loan Application Register LAR: MSA/MD 42100 SANTA CRUZ-WATSONVILLE, CA 
 DS735: PMIC Loan Application Register LAR: MSA/MD 42140 SANTA FE, NM 
 DS736: PMIC Loan Application Register LAR: MSA/MD 42220 SANTA ROSA-PETALUMA, CA 
 DS737: PMIC Loan Application Register LAR: MSA/MD 42340 SAVANNAH, GA 
 DS738: PMIC Loan Application Register LAR: MSA/MD 42540 SCRANTON--WILKES-BARRE, PA 
 DS739: PMIC Loan Application Register LAR: MSA/MD 42644 SEATTLE-BELLEVUE-EVERETT, WA 
 DS740: PMIC Loan Application Register LAR: MSA/MD 42680 SEBASTIAN-VERO BEACH, FL 
 DS741: PMIC Loan Application Register LAR: MSA/MD 43100 SHEBOYGAN, WI 
 DS742: PMIC Loan Application Register LAR: MSA/MD 43300 SHERMAN-DENISON, TX 
 DS743: PMIC Loan Application Register LAR: MSA/MD 43340 SHREVEPORT-BOSSIER CITY, LA 
 DS744: PMIC Loan Application Register LAR: MSA/MD 43580 SIOUX CITY, IA-NE-SD 
 DS745: PMIC Loan Application Register LAR: MSA/MD 43620 SIOUX FALLS, SD 
 DS746: PMIC Loan Application Register LAR: MSA/MD 43780 SOUTH BEND-MISHAWAKA, IN-MI 
 DS747: PMIC Loan Application Register LAR: MSA/MD 43900 SPARTANBURG, SC 
 DS748: PMIC Loan Application Register LAR: MSA/MD 44060 SPOKANE, WA 
 DS749: PMIC Loan Application Register LAR: MSA/MD 44100 SPRINGFIELD, IL 
 DS750: PMIC Loan Application Register LAR: MSA/MD 44140 SPRINGFIELD, MA 
 DS751: PMIC Loan Application Register LAR: MSA/MD 44180 SPRINGFIELD, MO 
 DS752: PMIC Loan Application Register LAR: MSA/MD 44220 SPRINGFIELD, OH 
 DS753: PMIC Loan Application Register LAR: MSA/MD 44300 STATE COLLEGE, PA 
 DS754: PMIC Loan Application Register LAR: MSA/MD 44600 STEUBENVILLE-WEIRTON, OH-WV 
 DS755: PMIC Loan Application Register LAR: MSA/MD 44700 STOCKTON, CA 
 DS756: PMIC Loan Application Register LAR: MSA/MD 44940 SUMTER, SC 
 DS757: PMIC Loan Application Register LAR: MSA/MD 45060 SYRACUSE, NY 
 DS758: PMIC Loan Application Register LAR: MSA/MD 45104 TACOMA, WA 
 DS759: PMIC Loan Application Register LAR: MSA/MD 45220 TALLAHASSEE, FL 
 DS760: PMIC Loan Application Register LAR: MSA/MD 45300 TAMPA-ST. PETERSBURG-CLEARWATER, FL 
 DS761: PMIC Loan Application Register LAR: MSA/MD 45460 TERRE HAUTE, IN 
 DS762: PMIC Loan Application Register LAR: MSA/MD 45500 TEXARKANA, TX-TEXARKANA, AR 
 DS763: PMIC Loan Application Register LAR: MSA/MD 45780 TOLEDO, OH 
 DS764: PMIC Loan Application Register LAR: MSA/MD 45820 TOPEKA, KS 
 DS765: PMIC Loan Application Register LAR: MSA/MD 45940 TRENTON-EWING, NJ 
 DS766: PMIC Loan Application Register LAR: MSA/MD 46060 TUCSON, AZ 
 DS767: PMIC Loan Application Register LAR: MSA/MD 46140 TULSA, OK 
 DS768: PMIC Loan Application Register LAR: MSA/MD 46220 TUSCALOOSA, AL 
 DS769: PMIC Loan Application Register LAR: MSA/MD 46340 TYLER, TX 
 DS770: PMIC Loan Application Register LAR: MSA/MD 46540 UTICA-ROME, NY 
 DS771: PMIC Loan Application Register LAR: MSA/MD 46660 VALDOSTA, GA 
 DS772: PMIC Loan Application Register LAR: MSA/MD 46700 VALLEJO-FAIRFIELD, CA 
 DS773: PMIC Loan Application Register LAR: MSA/MD 47020 VICTORIA, TX 
 DS774: PMIC Loan Application Register LAR: MSA/MD 47220 VINELAND-MILLVILLE-BRIDGETON, NJ 
 DS775: PMIC Loan Application Register LAR: MSA/MD 47260 VIRGINIA BEACH-NORFOLK-NEWPORT NEWS, VA-NC 
 DS776: PMIC Loan Application Register LAR: MSA/MD 47300 VISALIA-PORTERVILLE, CA 
 DS777: PMIC Loan Application Register LAR: MSA/MD 47380 WACO, TX 
 DS778: PMIC Loan Application Register LAR: MSA/MD 47580 WARNER ROBINS, GA 
 DS779: PMIC Loan Application Register LAR: MSA/MD 47644 WARREN-TROY-FARMINGTON HILLS, MI 
 DS780: PMIC Loan Application Register LAR: MSA/MD 47894 WASHINGTON-ARLINGTON-ALEXANDRIA, DC-VA-MD-WV 
 DS781: PMIC Loan Application Register LAR: MSA/MD 47940 WATERLOO-CEDAR FALLS, IA 
 DS782: PMIC Loan Application Register LAR: MSA/MD 48140 WAUSAU, WI 
 DS783: PMIC Loan Application Register LAR: MSA/MD 48300 WENATCHEE-EAST WENATCHEE, WA 
 DS784: PMIC Loan Application Register LAR: MSA/MD 48424 WEST PALM BEACH-BOCA RATON-BOYNTON BEACH, FL 
 DS785: PMIC Loan Application Register LAR: MSA/MD 48540 WHEELING, WV-OH 
 DS786: PMIC Loan Application Register LAR: MSA/MD 48620 WICHITA, KS 
 DS787: PMIC Loan Application Register LAR: MSA/MD 48660 WICHITA FALLS, TX 
 DS788: PMIC Loan Application Register LAR: MSA/MD 48700 WILLIAMSPORT, PA 
 DS789: PMIC Loan Application Register LAR: MSA/MD 48864 WILMINGTON, DE-MD-NJ 
 DS790: PMIC Loan Application Register LAR: MSA/MD 48900 WILMINGTON, NC 
 DS791: PMIC Loan Application Register LAR: MSA/MD 49020 WINCHESTER, VA-WV 
 DS792: PMIC Loan Application Register LAR: MSA/MD 49180 WINSTON-SALEM, NC 
 DS793: PMIC Loan Application Register LAR: MSA/MD 49340 WORCESTER, MA 
 DS794: PMIC Loan Application Register LAR: MSA/MD 49420 YAKIMA, WA 
 DS795: PMIC Loan Application Register LAR: MSA/MD 49620 YORK-HANOVER, PA 
 DS796: PMIC Loan Application Register LAR: MSA/MD 49660 YOUNGSTOWN-WARREN-BOARDMAN, OH-PA 
 DS797: PMIC Loan Application Register LAR: MSA/MD 49700 YUBA CITY, CA 
 DS798: PMIC Loan Application Register LAR: MSA/MD 49740 YUMA, AZ 
 DS799: PMIC Loan Application Register LAR: MSA/MD NA NA
description: Home Mortgage Disclosure Act (HMDA) Series
description: For datasets 7 through 799, ICPSR is releasing the original deposited data files in the condition they were received, along with SPSS, Stata, and SAS setup files.
 Additional information about the HMDA can be found at the Home Mortgage Disclosure Act Web site. A glossary of terms used in the data can be found at Home Mortgage Disclosure Act Glossary.
description: Home purchase and home improvement loans and refinancings (or applications) lended or insured by financial institutions in the United States that were required to report HMDA data in 2011. Smallest Geographic Unit: city
description: HMDA data were collected from 7,923 depository and nondepository institutions that were required to report HMDA data if they met the law's criteria for coverage. Generally, whether a lender is covered by HMDA depended on the lender's asset size, its location, and whether it is in the business of residential mortgage lending. PMIC data were collected from eight mortgage insurance companies that insured home purchase mortgages and to insure mortgages to refinance existing obligations. For more information about how respondents reported, please refer to A Guide to HMDA Reporting.