Frequencies for msaname variable in cbsatocountycrosswalk dataset : Old MSA Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 5 0.15 0.15 ABILENE, TX | 1 0.03 0.18 AGUADILLA, PR | 3 0.09 0.27 AKRON, OH | 2 0.06 0.33 ALABAMA | 46 1.40 1.73 ALASKA | 40 1.21 2.95 ALBANY, GA | 2 0.06 3.01 ALBANY-SCHENECTADY-TROY, NY | 6 0.18 3.19 ALBUQUERQUE, NM | 3 0.09 3.28 ALEXANDRIA, LA | 1 0.03 3.31 ALLENTOWN-BETHLEHEM-EASTON, PA | 3 0.09 3.40 ALTOONA, PA | 1 0.03 3.43 AMARILLO, TX | 2 0.06 3.49 ANCHORAGE,AK | 1 0.03 3.52 ANN ARBOR, MI | 3 0.09 3.61 ANNISTON,AL | 1 0.03 3.64 APPLETON-OSHKOSH-NEENAH, WI | 3 0.09 3.74 ARECIBO, PR | 3 0.09 3.83 ARIZONA | 10 0.30 4.13 ARKANSAS | 64 1.94 6.07 ASHEVILLE, NC | 2 0.06 6.13 ATHENS, GA | 3 0.09 6.23 ATLANTA, GA | 20 0.61 6.83 ATLANTIC-CAPE MAY, NJ | 2 0.06 6.89 AUBURN-OPELIKA, AL | 1 0.03 6.92 AUGUSTA-AIKEN, GA-SC | 5 0.15 7.08 AUSTIN-SAN MARCOS, TX | 5 0.15 7.23 BAKERSFIELD, CA | 1 0.03 7.26 BALTIMORE, MD | 7 0.21 7.47 BANGOR, ME | 1 0.03 7.50 BARNSTABLE-YARMOUTH, MA | 1 0.03 7.53 BATON ROUGE, LA | 4 0.12 7.65 BEAUMONT-PORT ARTHUR, TX | 3 0.09 7.74 BELLINGHAM, WA | 1 0.03 7.77 BENTON HARBOR, MI | 1 0.03 7.80 BERGEN-PASSAIC, NJ | 2 0.06 7.87 BILLINGS, MT | 1 0.03 7.90 BILOXI-GULFPORT-PASCAGOULA, MS | 3 0.09 7.99 BINGHAMTON, NY | 2 0.06 8.05 BIRMINGHAM, AL | 4 0.12 8.17 BISMARCK, ND | 2 0.06 8.23 BLOOMINGTON, IN | 1 0.03 8.26 BLOOMINGTON-NORMAL, IL | 1 0.03 8.29 BOISE CITY, ID | 2 0.06 8.35 BOSTON-WORCESTER-LAWRENCE-LOWELL-BROC.. | 10 0.30 8.65 BOSTON-WORCESTER-LAWRENCE-LOWELL-BROC.. | 1 0.03 8.69 BOULDER-LONGMONT, CO | 1 0.03 8.72 BRAZORIA, TX | 1 0.03 8.75 BREMERTON, WA | 1 0.03 8.78 BROWNSVILLE-HARLINGEN-SAN BENITO, TX | 1 0.03 8.81 BRYAN-COLLEGE STATION, TX | 1 0.03 8.84 BUFFALO-NIAGARA FALLS, NY | 2 0.06 8.90 BURLINGTON, VT | 3 0.09 8.99 CAGUAS, PR | 5 0.15 9.14 CALIFORNIA | 25 0.76 9.90 CANTON-MASSILLON, OH | 2 0.06 9.96 CASPER, WY | 1 0.03 9.99 CEDAR RAPIDS, IA | 1 0.03 10.02 CHAMPAIGN-URBANA, IL | 1 0.03 10.05 CHARLESTON, WV | 2 0.06 10.11 CHARLESTON-NORTH CHARLESTON, SC | 3 0.09 10.20 CHARLOTTE-GASTONIA-ROCK HILL, NC-SC | 8 0.24 10.45 CHARLOTTESVILLE, VA | 4 0.12 10.57 CHATTANOOGA, TN-GA | 5 0.15 10.72 CHEYENNE, WY | 1 0.03 10.75 CHICAGO, IL | 9 0.27 11.02 CHICO-PARADISE, CA | 1 0.03 11.05 CINCINNATI, OH-KY-IN | 12 0.36 11.42 CLARKSVILLE-HOPKINSVILLE, TN-KY | 2 0.06 11.48 CLEVELAND-LORAIN-ELYRIA, OH | 6 0.18 11.66 COLORADO | 53 1.61 13.27 COLORADO SPRINGS, CO | 1 0.03 13.30 COLUMBIA, MO | 1 0.03 13.33 COLUMBIA, SC | 2 0.06 13.39 COLUMBUS, GA-AL | 4 0.12 13.51 COLUMBUS, OH | 6 0.18 13.70 CONNECTICUT | 2 0.06 13.76 CORPUS CHRISTI, TX | 2 0.06 13.82 CORVALLIS, OR | 1 0.03 13.85 CUMBERLAND, MD-WV | 2 0.06 13.91 DALLAS, TX | 8 0.24 14.15 DANVILLE, VA | 2 0.06 14.21 DAVENPORT-ROCK ISLAND-MOLINE, IA-IL | 3 0.09 14.30 DAYTON-SPRINGFIELD, OH | 4 0.12 14.42 DAYTONA BEACH, FL | 2 0.06 14.49 DECATUR, AL | 2 0.06 14.55 DECATUR, IL | 1 0.03 14.58 DELAWARE | 2 0.06 14.64 DENVER, CO | 6 0.18 14.82 DES MOINES, IA | 3 0.09 14.91 DETROIT, MI | 6 0.18 15.09 DOTHAN, AL | 2 0.06 15.15 DOVER, DE | 1 0.03 15.18 DUBUQUE, IA | 1 0.03 15.21 DULUTH-SUPERIOR, MN-WI | 2 0.06 15.27 DUTCHESS COUNTY, NY | 1 0.03 15.31 EAU CLAIRE, WI | 2 0.06 15.37 EL PASO, TX | 1 0.03 15.40 ELKHART-GOSHEN, IN | 1 0.03 15.43 ELMIRA, NY | 1 0.03 15.46 ENID, OK | 1 0.03 15.49 ERIE, PA | 1 0.03 15.52 EUGENE-SPRINGFIELD, OR | 1 0.03 15.55 EVANSVILLE-HENDERSON, IN-KY | 4 0.12 15.67 FARGO-MOORHEAD, ND-MN | 2 0.06 15.73 FAYETTEVILLE, NC | 1 0.03 15.76 FAYETTEVILLE-SPRINGDALE-ROGERS, AR | 2 0.06 15.82 FLAGSTAFF, ARIZONA-UTAH | 2 0.06 15.88 FLINT, MI | 1 0.03 15.91 FLORENCE, AL | 2 0.06 15.97 FLORENCE, SC | 1 0.03 16.00 FLORIDA | 34 1.03 17.04 FORT COLLINS-LOVELAND, CO | 1 0.03 17.07 FORT LAUDERDALE, FL | 1 0.03 17.10 FORT MYERS-CAPE CORAL, FL | 1 0.03 17.13 FORT PIERCE-PORT ST. LUCIE, FL | 2 0.06 17.19 FORT SMITH, AR-OK | 3 0.09 17.28 FORT WALTON BEACH, FL | 1 0.03 17.31 FORT WAYNE, IN | 6 0.18 17.49 FORT WORTH-ARLINGTON, TX | 4 0.12 17.61 FRESNO, CA | 2 0.06 17.67 GADSDEN, AL | 1 0.03 17.70 GAINESVILLE, FL | 1 0.03 17.73 GALVESTON-TEXAS CITY, TX | 1 0.03 17.76 GARY, IN | 2 0.06 17.83 GEORGIA | 118 3.58 21.41 GLENS FALLS, NY | 2 0.06 21.47 GOLDSBORO, NC | 1 0.03 21.50 GRAND FORKS, ND-MN | 2 0.06 21.56 GRAND JUNCTION, CO | 1 0.03 21.59 GRAND RAPIDS-MUSKEGON-HOLLAND, MI | 4 0.12 21.71 GREAT FALLS, MT | 1 0.03 21.74 GREELEY, CO | 1 0.03 21.77 GREEN BAY, WI | 1 0.03 21.80 GREENSBORO--WINSTON-SALEM--HIGH POINT.. | 8 0.24 22.05 GREENVILLE, NC | 1 0.03 22.08 GREENVILLE-SPARTANBURG-ANDERSON, SC | 5 0.15 22.23 HAGERSTOWN, MD | 1 0.03 22.26 HAMILTON-MIDDLETOWN, OH | 1 0.03 22.29 HARRISBURG-LEBANON-CARLISLE, PA | 4 0.12 22.41 HARTFORD, CT | 4 0.12 22.53 HATTIESBURG, MS | 2 0.06 22.59 HAWAII | 5 0.15 22.75 HICKORY-MORGANTON-LENOIR, NC | 4 0.12 22.87 HONOLULU, HI | 1 0.03 22.90 HOUMA, LA | 2 0.06 22.96 HOUSTON, TX | 6 0.18 23.14 HUNTINGTON-ASHLAND, WV-KY-OH | 6 0.18 23.32 HUNTSVILLE, AL | 2 0.06 23.38 IDAHO | 42 1.28 24.66 ILLINOIS | 75 2.28 26.94 INDIANA | 56 1.70 28.64 INDIANAPOLIS, IN | 9 0.27 28.91 IOWA | 90 2.73 31.64 IOWA CITY, IA | 1 0.03 31.67 JACKSON, MI | 1 0.03 31.70 JACKSON, MS | 3 0.09 31.79 JACKSON, TN | 2 0.06 31.86 JACKSONVILLE, FL | 4 0.12 31.98 JACKSONVILLE, NC | 1 0.03 32.01 JAMESTOWN, NY | 1 0.03 32.04 JANESVILLE-BELOIT, WI | 1 0.03 32.07 JERSEY CITY, NJ | 1 0.03 32.10 JOHNSON CITY-KINGSPORT-BRISTOL, TN-VA | 8 0.24 32.34 JOHNSTOWN, PA | 2 0.06 32.40 JONESBORO, AR | 1 0.03 32.43 JOPLIN, MO | 2 0.06 32.49 KALAMAZOO-BATTLE CREEK, MI | 3 0.09 32.58 KANKAKEE, IL | 1 0.03 32.61 KANSAS | 97 2.95 35.56 KANSAS CITY, MO-KS | 11 0.33 35.89 KENOSHA, WI | 1 0.03 35.92 KENTUCKY | 99 3.01 38.93 KILLEEN-TEMPLE, TX | 2 0.06 38.99 KNOXVILLE, TN | 6 0.18 39.17 KOKOMO, IN | 2 0.06 39.23 LA CROSSE, WI-MN | 2 0.06 39.30 LAFAYETTE, IN | 2 0.06 39.36 LAFAYETTE, LA | 4 0.12 39.48 LAKE CHARLES, LA | 1 0.03 39.51 LAKELAND-WINTER HAVEN, FL | 1 0.03 39.54 LANCASTER, PA | 1 0.03 39.57 LANSING-EAST LANSING, MI | 3 0.09 39.66 LAREDO, TX | 1 0.03 39.69 LAS CRUCES, NM | 1 0.03 39.72 LAS VEGAS, NV-AZ | 3 0.09 39.81 LAWRENCE, KS | 1 0.03 39.84 LAWTON, OK | 1 0.03 39.87 LEWISTON-AUBURN, ME | 1 0.03 39.90 LEXINGTON, KY | 7 0.21 40.12 LIMA, OH | 2 0.06 40.18 LINCOLN, NE | 1 0.03 40.21 LITTLE ROCK-NORTH LITTLE ROCK, AR | 4 0.12 40.33 LONGVIEW-MARSHALL, TX | 3 0.09 40.42 LOS ANGELES-LONG BEACH, CA | 2 0.06 40.48 LOUISIANA | 41 1.25 41.72 LOUISVILLE, KY-IN | 7 0.21 41.94 LUBBOCK, TX | 1 0.03 41.97 LYNCHBURG, VA | 5 0.15 42.12 MACON, GA | 5 0.15 42.27 MADISON, WI | 1 0.03 42.30 MAINE | 12 0.36 42.67 MANSFIELD, OH | 2 0.06 42.73 MARYLAND | 10 0.30 43.03 MASSACHUSETTS | 4 0.12 43.15 MAYAGUEZ, PR | 6 0.18 43.33 MCALLEN-EDINBURG-MISSION, TX | 1 0.03 43.36 MEDFORD-ASHLAND, OR | 1 0.03 43.40 MELBOURNE-TITUSVILLE-PALM BAY, FL | 1 0.03 43.43 MEMPHIS, TN-AR-MS | 5 0.15 43.58 MERCED, CA | 1 0.03 43.61 MIAMI, FL | 1 0.03 43.64 MICHIGAN | 59 1.79 45.43 MIDDLESEX-SOMERSET-HUNTERDON, N | 3 0.09 45.52 MILWAUKEE-WAUKESHA, WI | 4 0.12 45.64 MINNEAPOLIS-ST. PAUL, MN-WI | 13 0.39 46.04 MINNESOTA | 70 2.13 48.16 MISSISSIPPI | 74 2.25 50.41 MISSOULA, MT | 1 0.03 50.44 MISSOURI | 94 2.85 53.29 MOBILE, AL | 2 0.06 53.36 MODESTO, CA | 1 0.03 53.39 MONMOUTH-OCEAN, NJ | 2 0.06 53.45 MONROE, LA | 1 0.03 53.48 MONTANA | 55 1.67 55.15 MONTGOMERY, AL | 3 0.09 55.24 MUNCIE, IN | 1 0.03 55.27 MYRTLE BEACH, SC | 1 0.03 55.30 NAPLES, FL | 1 0.03 55.33 NASHVILLE, TN | 8 0.24 55.57 NASSAU-SUFFOLK, NY | 2 0.06 55.63 NEBRASKA | 88 2.67 58.31 NEVADA | 15 0.46 58.76 NEW HAMPSHIRE | 7 0.21 58.97 NEW HAVEN-BRIDGEPORT-STAMFORD-WATERBU.. | 2 0.06 59.03 NEW LONDON-NORWICH, CT | 1 0.03 59.06 NEW MEXICO | 28 0.85 59.91 NEW ORLEANS, LA | 8 0.24 60.16 NEW YORK | 25 0.76 60.92 NEW YORK-NEWARK, NY-NJ-PA | 8 0.24 61.16 NEWARK, NJ | 5 0.15 61.31 NEWBURGH, NY-PA | 2 0.06 61.37 NORFOLK-VIRGINIA BEACH-NEWPORT NEWS, .. | 15 0.46 61.83 NORTH CAROLINA | 65 1.97 63.80 NORTH DAKOTA | 50 1.52 65.32 OAKLAND, CA | 2 0.06 65.38 OCALA, FL | 1 0.03 65.41 ODESSA-MIDLAND, TX | 2 0.06 65.47 OHIO | 50 1.52 66.99 OKLAHOMA | 64 1.94 68.93 OKLAHOMA CITY, OK | 6 0.18 69.12 OLYMPIA, WA | 1 0.03 69.15 OMAHA, NE-IA | 5 0.15 69.30 ORANGE COUNTY, CA | 1 0.03 69.33 OREGON | 27 0.82 70.15 ORLANDO, FL | 4 0.12 70.27 OWENSBORO, KY | 1 0.03 70.30 PANAMA CITY, FL | 1 0.03 70.33 PARKERSBURG-MARIETTA, WV-OH | 2 0.06 70.39 PENNSYLVANIA | 35 1.06 71.45 PENSACOLA, FL | 2 0.06 71.52 PEORIA-PEKIN, IL | 3 0.09 71.61 PHILADELPHIA, PA-NJ | 9 0.27 71.88 PHOENIX-MESA, AZ | 2 0.06 71.94 PINE BLUFF, AR | 1 0.03 71.97 PITTSBURGH, PA | 6 0.18 72.15 PITTSFIELD, MA | 1 0.03 72.18 POCATELLO, ID | 1 0.03 72.21 PONCE, PR | 6 0.18 72.40 PORTLAND, ME | 3 0.09 72.49 PORTLAND-VANCOUVER,OR-WA | 6 0.18 72.67 PROVIDENCE-WARWICK-PAWTUCKET, RI | 6 0.18 72.85 PROVO-OREM, UT | 1 0.03 72.88 PUEBLO, CO | 1 0.03 72.91 PUERTO RICO | 26 0.79 73.70 PUNTA GORDA, FL | 1 0.03 73.73 RACINE, WI | 1 0.03 73.76 RALEIGH-DURHAM-CHAPEL HILL, NC | 6 0.18 73.94 RAPID CITY, SD | 1 0.03 73.98 READING, PA | 1 0.03 74.01 REDDING, CA | 1 0.03 74.04 RENO, NV | 1 0.03 74.07 RICHLAND-KENNEWICK-PASCO, WA | 2 0.06 74.13 RICHMOND-PETERSBURG, VA | 13 0.39 74.52 RIVERSIDE-SAN BERNADINO, CA | 2 0.06 74.58 ROANOKE, VA | 4 0.12 74.70 ROCHESTER, MN | 1 0.03 74.73 ROCHESTER, NY | 6 0.18 74.92 ROCKFORD, IL | 3 0.09 75.01 ROCKY MOUNT, NC | 2 0.06 75.07 SACRAMENTO, CA | 3 0.09 75.16 SAGINAW-BAY CITY-MIDLAND, MI | 3 0.09 75.25 SALEM, OR | 2 0.06 75.31 SALINAS, CA | 1 0.03 75.34 SALT LAKE CITY-OGDEN, UT | 3 0.09 75.43 SAN ANGELO, TX | 1 0.03 75.46 SAN ANTONIO, TX | 4 0.12 75.58 SAN DIEGO, CA | 1 0.03 75.61 SAN FRANCISCO, CA | 3 0.09 75.71 SAN JOSE, CA | 1 0.03 75.74 SAN JUAN-BAYAMON, PR | 30 0.91 76.65 SAN LUIS OBISPO-ATASCADERO-PASO ROBLE.. | 1 0.03 76.68 SANTA BARBARA-SANTA MARIA-LOMPOC, CA | 1 0.03 76.71 SANTA CRUZ-WATSONVILLE, CA | 1 0.03 76.74 SANTA FE, NM | 2 0.06 76.80 SANTA ROSA, CA | 1 0.03 76.83 SARASOTA-BRADENTON, FL | 2 0.06 76.89 SAVANNAH, GA | 3 0.09 76.98 SCRANTON-WILKES-BARRE-HAZLETON, PA | 4 0.12 77.10 SEATTLE-BELLEVUE-EVERETT, WA | 3 0.09 77.19 SHARON, PA | 1 0.03 77.22 SHEBOYGAN, WI | 1 0.03 77.25 SHERMAN-DENISON, TX | 1 0.03 77.29 SHREVEPORT-BOSSIER CITY, LA | 3 0.09 77.38 SIOUX CITY, IA-NE | 2 0.06 77.44 SIOUX FALLS, SD | 2 0.06 77.50 SOUTH BEND, IN | 1 0.03 77.53 SOUTH CAROLINA | 31 0.94 78.47 SOUTH DAKOTA | 65 1.97 80.44 SPOKANE, WA | 1 0.03 80.47 SPRINGFIELD, IL | 2 0.06 80.53 SPRINGFIELD, MA | 2 0.06 80.60 SPRINGFIELD, MO | 3 0.09 80.69 ST. CLOUD, MN | 2 0.06 80.75 ST. JOSEPH, MO | 2 0.06 80.81 ST. LOUIS, MO-IL | 12 0.36 81.17 STATE COLLEGE, PA | 1 0.03 81.20 STEUBENVILLE-WEIRTON, OH-WV | 3 0.09 81.29 STOCKTON-LODI, CA | 1 0.03 81.32 SUMTER, SC | 1 0.03 81.35 SYRACUSE, NY | 4 0.12 81.48 TACOMA, WA | 1 0.03 81.51 TALLAHASSEE, FL | 2 0.06 81.57 TAMPA-ST. PETERSBURG-CLEARWATER, FL | 4 0.12 81.69 TENNESSEE | 69 2.10 83.78 TERRE HAUTE, IN | 3 0.09 83.87 TEXARKANA, TX-TEXARKANA, AR | 2 0.06 83.94 TEXAS | 197 5.98 89.92 TOLEDO, OH | 3 0.09 90.01 TOPEKA, KS | 1 0.03 90.04 TRENTON, NJ | 1 0.03 90.07 TUCSON, AZ | 1 0.03 90.10 TULSA, OK | 5 0.15 90.25 TUSCALOOSA, AL | 1 0.03 90.28 TYLER, TX | 1 0.03 90.31 UTAH | 25 0.76 91.07 UTICA-ROME, NY | 2 0.06 91.13 VALLEJO-FARIFIELD-NAPA, CA | 2 0.06 91.19 VENTURA, CA | 1 0.03 91.22 VERMONT | 12 0.36 91.59 VICTORIA, TX | 1 0.03 91.62 VINELAND-MILLVILLE-BRIDGETON, NJ | 1 0.03 91.65 VIRGINIA | 76 2.31 93.96 VISALIA-TULARE-PORTERVILLE, CA | 1 0.03 93.99 WACO, TX | 1 0.03 94.02 WASHINGTON | 28 0.85 94.87 WASHINGTON, DC-MD-VA-WV | 25 0.76 95.63 WATERLOO-CEDAR FALLS, IA | 1 0.03 95.66 WAUSAU, WI | 1 0.03 95.69 WEST PALM BEACH-BOCA RATON, FL | 1 0.03 95.72 WEST VIRGINIA | 44 1.34 97.05 WHEELING, WV-OH | 3 0.09 97.15 WICHITA FALLS, TX | 2 0.06 97.21 WICHITA, KS | 3 0.09 97.30 WILLIAMSPORT, PA | 1 0.03 97.33 WILMINGTON, NC | 2 0.06 97.39 WILMINGTON-NEWARK, DE-MD | 2 0.06 97.45 WISCONSIN | 53 1.61 99.06 WYOMING | 22 0.67 99.73 YAKIMA, WA | 1 0.03 99.76 YOLO, CA | 1 0.03 99.79 YORK, PA | 1 0.03 99.82 YOUNGSTOWN-WARREN, OH | 3 0.09 99.91 YUBA CITY, CA | 2 0.06 99.97 YUMA, AZ | 1 0.03 100.00 ----------------------------------------+----------------------------------- Total | 3,293 100.00 by Jean Roth , jroth@nber.org , 20 Dec 2016