Frequencies for chaincity variable in hcris2552_96_2008 dataset : chaincity | Freq. Percent Cum. -------------------------------------+----------------------------------- | 3,832 61.73 61.73 ADDISON | 2 0.03 61.76 AKRON | 1 0.02 61.78 ALAMEDA | 1 0.02 61.79 ALAMOSA | 2 0.03 61.82 ALBANY NY 12208 | 2 0.03 61.86 ALBUERQUE | 1 0.02 61.87 ALBUQUERQUE | 22 0.35 62.23 ALEXANDRIA | 1 0.02 62.24 ALHAMBRA CA 91801-7101 | 1 0.02 62.26 ALPHARETTA | 20 0.32 62.58 ANCHORAGE | 1 0.02 62.60 ANN ARBOR | 1 0.02 62.61 APPLETON | 3 0.05 62.66 ARLINGTON | 11 0.18 62.84 ARLINGTON HEIGHTS | 2 0.03 62.87 ARLINGTON HEIGHTS IL | 1 0.02 62.89 ARMONK | 1 0.02 62.90 ASHEVILLE | 1 0.02 62.92 ASHLAND | 1 0.02 62.93 ATLANTA | 12 0.19 63.13 AUGUSTA | 1 0.02 63.14 AUSITN | 1 0.02 63.16 AUSTIN | 12 0.19 63.35 BALTIMORE | 10 0.16 63.51 BATON ROUGE | 13 0.21 63.72 BATON ROUGE LA | 1 0.02 63.74 BATON ROUGE LA 70809 | 1 0.02 63.76 BEAUMONT | 1 0.02 63.77 BELFAST | 1 0.02 63.79 BELLE VERNON PA 15012 | 1 0.02 63.80 BELLEVUE | 2 0.03 63.84 BEND | 3 0.05 63.89 BIRMINGHAM | 106 1.71 65.59 BIRMINGHGAM | 1 0.02 65.61 BLOOMINGTON | 2 0.03 65.64 BOA | 1 0.02 65.66 BOCA RATON | 4 0.06 65.72 BOCA RATON FL 33431 | 1 0.02 65.74 BOONE | 1 0.02 65.75 BOOTHBAY HARBOR | 1 0.02 65.77 BOSTON | 2 0.03 65.80 BOUNTIFUL | 1 0.02 65.82 BOWLING GREEN | 2 0.03 65.85 BRATTLEBORO | 1 0.02 65.87 BRENTWOOD | 43 0.69 66.56 BREWER | 6 0.10 66.66 BRIGHTON | 2 0.03 66.69 BROCKWAY | 1 0.02 66.70 BRUNSWICK | 2 0.03 66.74 BRYAN | 1 0.02 66.75 BUFFALO | 4 0.06 66.82 BURLINGAME | 1 0.02 66.83 BWOLING GREEN | 1 0.02 66.85 CANTON | 2 0.03 66.88 CARBONDALE | 3 0.05 66.93 CEDAR RAPIDS | 1 0.02 66.95 CEDAR RAPIDS IOWA 52402 | 1 0.02 66.96 CHAPEL HILL | 1 0.02 66.98 CHAPEL HILL NC 27514 | 1 0.02 66.99 CHARLESTOWN | 2 0.03 67.03 CHARLOTTE | 27 0.43 67.46 CHATTANOOGA | 10 0.16 67.62 CHESTERFIELD | 3 0.05 67.67 CHICAGO | 11 0.18 67.85 CHINO | 2 0.03 67.88 CINCINATTI | 1 0.02 67.90 CINCINNATI | 22 0.35 68.25 CITY BIRMINGHAM | 1 0.02 68.27 CITY HUNTINTON VALLEY | 1 0.02 68.28 CITY: | 2 0.03 68.32 CITY: DALLAS TAX 75254 | 1 0.02 68.33 CITY: ST. LOUIS MO 63134-3806 | 1 0.02 68.35 CITY: ALBANY NY 12208 | 1 0.02 68.36 CITY: BALTIMORE | 1 0.02 68.38 CITY: BIRMINGHAM | 1 0.02 68.40 CITY: BROOKLYN | 1 0.02 68.41 CITY: CHICAGO | 1 0.02 68.43 CITY: CITY: ARMONK NEW YORK 10504 | 1 0.02 68.44 CITY: CITY: CITY: MELVILLE NY 1174 | 1 0.02 68.46 CITY: CORAL GABLES | 4 0.06 68.52 CITY: HONOLULU | 1 0.02 68.54 CITY: KINGSTON | 1 0.02 68.56 CITY: LUFKIN TX | 1 0.02 68.57 CITY: MELVILLE | 1 0.02 68.59 CITY: MEMPHIS | 1 0.02 68.61 CITY: NAPLES | 1 0.02 68.62 CITY: NEW YORK | 1 0.02 68.64 CITY: ORANGE | 1 0.02 68.65 CITY: POUGHKEEPSIE | 3 0.05 68.70 CITY: ROCKVILLE CENTRE | 2 0.03 68.73 CITY: SAN FRANCISCO | 1 0.02 68.75 CITY: SAN FRANCISCO CA 94104 | 1 0.02 68.77 CITY: SAYRE | 1 0.02 68.78 CITY: SOUTHAMPTON NY 11968 | 1 0.02 68.80 CITY: ST LOUIS | 2 0.03 68.83 CITY: ST. LOUIS | 2 0.03 68.86 CITY: ST. LOUIS MO | 1 0.02 68.88 CITY: ST. LOUIS MO 63145 | 1 0.02 68.89 CITY: WALNUT CREEK CA 94596 | 1 0.02 68.91 CITY: WATERLOO | 1 0.02 68.93 CITY: WORCESTER | 1 0.02 68.94 CITY:: KANSAS CITY MO 64111 | 1 0.02 68.96 CITY:: NEW ORLEANS | 1 0.02 68.98 CITY:LOUISVILLE | 1 0.02 68.99 CITY:MOBILE ALABAMA 36617 | 1 0.02 69.01 CITY:NAPLES | 1 0.02 69.02 CITY:SAN FRANSISCO | 1 0.02 69.04 CLAREMONT | 1 0.02 69.06 CLEARWATER | 6 0.10 69.15 CLEVELAND | 10 0.16 69.31 COLUMBIA | 18 0.29 69.60 COLUMBUS | 10 0.16 69.76 CONSHOHOCKEN | 1 0.02 69.78 CONSHOHOCKEN PA. 19428 | 1 0.02 69.80 CORAL GABLES | 2 0.03 69.83 CORVALLIS | 4 0.06 69.89 COVINA | 1 0.02 69.91 COVINGTON | 1 0.02 69.93 CRISFIELD MD 21817 | 1 0.02 69.94 CROWLEY | 2 0.03 69.97 CRYSTAL LAKE | 2 0.03 70.01 CUMBERLAND | 1 0.02 70.02 DALLAS | 91 1.47 71.49 DALLAS TX | 1 0.02 71.50 DALLAS TX 75201 | 1 0.02 71.52 DANVILLE | 2 0.03 71.55 DAVENPORT | 1 0.02 71.57 DAVENPORT IA 52803-2459 | 1 0.02 71.59 DECATUR | 4 0.06 71.65 DEKALB | 2 0.03 71.68 DENVER | 45 0.72 72.41 DEQUINCY LA 70633 | 1 0.02 72.42 DES MOINES | 1 0.02 72.44 DES PLAINES IL 60016 | 1 0.02 72.45 DETROIT | 7 0.11 72.57 DETROIT MI 48202 | 1 0.02 72.58 DETROIT MI 48201 | 1 0.02 72.60 DISTRICT OF COLUMBIA | 1 0.02 72.62 DUBUQUE | 1 0.02 72.63 DULUTH | 9 0.14 72.78 EAST ST. LOUIS | 2 0.03 72.81 EASTON | 1 0.02 72.83 EAU CLAIRE | 4 0.06 72.89 ELK RIVER | 1 0.02 72.91 ELYRIA | 2 0.03 72.94 ENGLEWOOD | 10 0.16 73.10 ENTER CITY IN COLUMN 1 STATE IN COL | 13 0.21 73.31 EVANSVILLE | 1 0.02 73.32 EXETER | 1 0.02 73.34 EXTON | 1 0.02 73.36 FAIRMONT | 1 0.02 73.37 FAIRMONT WV 26554 | 1 0.02 73.39 FALLS CHURC | 1 0.02 73.41 FALLS CHURCH | 5 0.08 73.49 FARGO | 5 0.08 73.57 FARGO ND 58108 | 1 0.02 73.58 FARMINGTON | 1 0.02 73.60 FARMINGTON HILLS | 4 0.06 73.66 FAYETTEVILLE | 2 0.03 73.70 FLINT | 1 0.02 73.71 FLINT MI 48532 | 1 0.02 73.73 FLORENCE | 3 0.05 73.78 FORT COLLINS | 2 0.03 73.81 FORT DODGE | 1 0.02 73.82 FORT SMITH | 3 0.05 73.87 FORT WAYNE | 2 0.03 73.90 FORT WAYNE IN 46895-5600 | 1 0.02 73.92 FORT WORTH | 2 0.03 73.95 FOUNTAIN VALLEY | 5 0.08 74.03 FRANKFORT IL 60423 | 1 0.02 74.05 FRANKLIN | 180 2.90 76.95 FRANKLIN TN 37067 | 1 0.02 76.97 FRANKLING | 1 0.02 76.98 FRANLIN | 1 0.02 77.00 FREDERICKSBURG | 2 0.03 77.03 FREEDOM | 1 0.02 77.05 FRESNO | 3 0.05 77.09 GAINESVILLE | 6 0.10 77.19 GAINESVILLE GA 30501 | 1 0.02 77.21 GALLATIN | 2 0.03 77.24 GASTONIA | 1 0.02 77.26 GLENDALE | 2 0.03 77.29 GLENWOOD SPRINGS | 1 0.02 77.30 GRAND RAPIDS | 2 0.03 77.34 GREENSBORO | 1 0.02 77.35 GREENSBURG | 3 0.05 77.40 GREENVILLE | 10 0.16 77.56 HARLINGEN | 1 0.02 77.58 HARRISBURG | 8 0.13 77.71 HEMET | 1 0.02 77.72 HENDERSON | 2 0.03 77.75 HOLLYWOOD | 4 0.06 77.82 HONOLULU | 8 0.13 77.95 HONOLULU HI 96816 | 1 0.02 77.96 HONOLULU HI | 1 0.02 77.98 HONOLULU HI 96816 | 1 0.02 78.00 HOUSTON | 38 0.61 78.61 HOUSTON TX 77074 | 1 0.02 78.62 HUNTINGTON | 1 0.02 78.64 HUNTSVILLE | 1 0.02 78.66 INDEPENDEMCE | 1 0.02 78.67 INDEPENDENCE | 3 0.05 78.72 INDIANAPOLIS | 7 0.11 78.83 INDIANAPOLIS IN 46207-7149 | 1 0.02 78.85 IRVING | 13 0.21 79.06 JACKSON | 10 0.16 79.22 JACKSONVILLE | 4 0.06 79.28 JACKSONVILLE FLORIDA 32204 | 2 0.03 79.32 JAMAICA NY | 1 0.02 79.33 JANESVILLE | 3 0.05 79.38 JEFFERSON CITY | 4 0.06 79.45 JOHNSON CITY | 7 0.11 79.56 JOHNSTOWN | 1 0.02 79.57 JONESBORO | 2 0.03 79.61 JOPLIN | 1 0.02 79.62 KALAMAZOO | 2 0.03 79.66 KANSAS CITY | 13 0.21 79.86 KATONAH NY | 1 0.02 79.88 KILMARNOCK | 1 0.02 79.90 KING OF PRUSSIA | 38 0.61 80.51 KINGSPORT | 6 0.10 80.61 KINSGPORT | 1 0.02 80.62 KNOXVILLE | 5 0.08 80.70 LA CROSSE | 3 0.05 80.75 LAFAYETTE | 4 0.06 80.82 LAKE CHARLES | 5 0.08 80.90 LAKE KATRINE | 2 0.03 80.93 LANSING | 3 0.05 80.98 LAS VEGAS | 1 0.02 80.99 LAURINBURG | 1 0.02 81.01 LEAWOOD | 4 0.06 81.07 LEBANON | 5 0.08 81.15 LEBANON NH 03756 | 1 0.02 81.17 LENEXA | 5 0.08 81.25 LEXINGTON | 11 0.18 81.43 LINCOLN | 3 0.05 81.48 LITTLE ROCK | 6 0.10 81.57 LIVINGSTON | 1 0.02 81.59 LOMA LINDA | 1 0.02 81.60 LONGVIEW | 1 0.02 81.62 LOS ALTOS HILLS | 1 0.02 81.64 LOS ANGELES | 5 0.08 81.72 LOUISVILLE | 66 1.06 82.78 LOUISVILLE` | 1 0.02 82.80 LUFKIN | 3 0.05 82.84 MADISON | 2 0.03 82.88 MAGEE | 2 0.03 82.91 MANITOWOC | 1 0.02 82.93 MARIETTA | 5 0.08 83.01 MARION | 1 0.02 83.02 MARLTON | 1 0.02 83.04 MARRIOTSVILLE | 6 0.10 83.13 MARRIOTTSVILLE | 4 0.06 83.20 MARRIOTTSVILLE MARYLAND | 2 0.03 83.23 MARSHALL | 1 0.02 83.25 MARSHFIELD | 1 0.02 83.26 MARTINSBURG | 2 0.03 83.30 MASON CITY | 6 0.10 83.39 MECHANICSBURG | 72 1.16 84.55 MECHANISCBURG | 1 0.02 84.57 MEDFORD | 1 0.02 84.58 MEMPHIS | 13 0.21 84.79 MENASHA | 1 0.02 84.81 MIDLAND | 4 0.06 84.87 MILWAUKEE | 18 0.29 85.16 MILWAUKEE WI | 1 0.02 85.18 MINNEAPOLIS | 16 0.26 85.44 MISHAWAKA | 9 0.14 85.58 MITCHELL | 2 0.03 85.62 MOBILE | 4 0.06 85.68 MOBILE ALABAMA 36617-2293 | 1 0.02 85.70 MOKENA | 1 0.02 85.71 MOKENA IL 60448 | 1 0.02 85.73 MONROE | 2 0.03 85.76 MONTGOMENRY | 1 0.02 85.78 MONTGOMERY | 4 0.06 85.84 MORGANTOWN | 1 0.02 85.86 MORRISTOWN | 2 0.03 85.89 MPLS | 1 0.02 85.91 MUNSTER | 3 0.05 85.95 N | 1 0.02 85.97 NAPERVILLE | 1 0.02 85.99 NAPERVILLE ILLINOIS 60540 | 1 0.02 86.00 NAPLES | 20 0.32 86.32 NAPLES FL 34108-2710 | 1 0.02 86.34 NAPLES FL 34108 | 3 0.05 86.39 NASHVILLE | 162 2.61 89.00 NASVILLE | 1 0.02 89.01 NEPHI | 2 0.03 89.05 NEW ALBANY | 1 0.02 89.06 NEW HAVEN | 1 0.02 89.08 NEW ORLEANS | 3 0.05 89.13 NEW YORK NY 10016 | 1 0.02 89.14 NEWARK | 1 0.02 89.16 NEWPORT NEWS | 5 0.08 89.24 NEWTON MA 02458-2076 | 1 0.02 89.26 NEWTON SQUARE | 4 0.06 89.32 NEWTON SQUARE PA 19073 | 1 0.02 89.34 NEWTON SQUARE PA 19073-3277 | 1 0.02 89.35 NEWTOWN SQUARE | 4 0.06 89.42 NORFOLK | 8 0.13 89.55 NORMAL | 1 0.02 89.56 NOVATO | 1 0.02 89.58 NOVI | 11 0.18 89.76 OAK BROOD | 1 0.02 89.77 OAK BROOK | 4 0.06 89.84 OAKBROOK | 1 0.02 89.85 OAKLAND | 32 0.52 90.37 OKLAHOMA CITY | 12 0.19 90.56 OKLAHOMA CITY OK 73112 | 1 0.02 90.58 OMAHA | 11 0.18 90.75 OMAHA NEBRASKA 68114 | 1 0.02 90.77 OPELIKA | 1 0.02 90.79 ORANGE | 6 0.10 90.88 ORANGE CA 92868 | 2 0.03 90.91 ORLANDO | 2 0.03 90.95 PASCO | 1 0.02 90.96 PEABODY MA 01960 | 1 0.02 90.98 PEKIN | 1 0.02 91.00 PENSACOLA | 5 0.08 91.08 PEORIA | 6 0.10 91.17 PEORIA IL 61603 | 1 0.02 91.19 PHILADELPHIA | 5 0.08 91.27 PHILADELPHIA PA 19139 | 1 0.02 91.29 PHOENIX | 4 0.06 91.35 PHOENIX AZ 85006 | 3 0.05 91.40 PINEHURST | 3 0.05 91.45 PITTS | 1 0.02 91.46 PITTSBURGH | 11 0.18 91.64 PITTSBURGH PA 15213 | 1 0.02 91.66 PITTSBURGH PA 15213 | 1 0.02 91.67 PITTSBURGH PA 15222-3099 | 1 0.02 91.69 PITTSFIELD | 2 0.03 91.72 PLANO | 18 0.29 92.01 PLANO TX | 3 0.05 92.06 PLANO TX. 75024 | 1 0.02 92.07 POMONA | 1 0.02 92.09 PORTLAND | 7 0.11 92.20 PROV. | 1 0.02 92.22 PROVIDENCE | 4 0.06 92.28 PSCO | 1 0.02 92.30 QUINCY | 2 0.03 92.33 RADNOR PA 19087 | 1 0.02 92.35 RALEIGH | 2 0.03 92.38 RALEIGH NC 27669 | 1 0.02 92.40 RAMSEY NU 07 | 1 0.02 92.41 RANCHO CUCAMONGA | 4 0.06 92.48 RAPID CITY | 7 0.11 92.59 RENO | 2 0.03 92.62 RENTON | 8 0.13 92.75 RICHMOND | 9 0.14 92.90 RIDGEWOOD | 1 0.02 92.91 ROCHESTER | 12 0.19 93.11 ROCK ISLAND | 2 0.03 93.14 ROCKLEDGE | 3 0.05 93.19 ROCKLEDGE FL 32955 | 1 0.02 93.20 ROCKVILLE | 4 0.06 93.27 ROCKVILLE MD 20850 | 1 0.02 93.28 ROCKVILLE CENTER | 1 0.02 93.30 ROCKVILLE CENTRE | 2 0.03 93.33 ROSEVILLE | 15 0.24 93.57 ROSEVILLE CA 95661-9002 | 1 0.02 93.59 ROSLINDALE | 1 0.02 93.61 ROYAL OAK MI 48073 | 2 0.03 93.64 ROYSTON | 2 0.03 93.67 RUSTON | 1 0.02 93.69 SACRAMENTO | 31 0.50 94.18 SACRAMENTO CA 95833 | 1 0.02 94.20 SAGINAW | 1 0.02 94.22 SAINT LOUIS | 1 0.02 94.23 SALT LAKE CITY | 18 0.29 94.52 SAN DIEGO | 10 0.16 94.68 SAN FRANCISCO | 23 0.37 95.05 SAN FRANCISCO CA 94107 | 1 0.02 95.07 SAN FRANCISCO CA 94107 | 2 0.03 95.10 SAN FRANCISCO CA 94107-1739 | 1 0.02 95.12 SAN FRANCISCO CALFIFORNIA | 1 0.02 95.14 SANTA ANA | 8 0.13 95.26 SANTA FE SPRINGS | 2 0.03 95.30 SARATOGA SPRINGS NY | 1 0.02 95.31 SAYRE | 1 0.02 95.33 SCHAUMBURG | 3 0.05 95.38 SCOTTSBORO | 1 0.02 95.39 SCOTTSDALE | 6 0.10 95.49 SCRANTON | 1 0.02 95.51 SEATTLE | 7 0.11 95.62 SHAWNEE | 5 0.08 95.70 SHEFFIELD | 2 0.03 95.73 SHREVEPORT | 4 0.06 95.80 SIOUX FALLS | 21 0.34 96.13 SLC | 1 0.02 96.15 SOUTH BEND | 3 0.05 96.20 SOUTHFIELD | 6 0.10 96.30 SPARKS | 9 0.14 96.44 SPARTANBURG | 2 0.03 96.47 SPOKANE | 1 0.02 96.49 SPOKANE 99210 | 1 0.02 96.50 SPRINGFIELD | 16 0.26 96.76 SPRINGFIELD IL 62707 | 1 0.02 96.78 ST JOSEPH | 1 0.02 96.79 ST LOUIS | 19 0.31 97.10 ST LOUIS MO 63134 | 1 0.02 97.12 ST LOUIS MO 63141-7813 | 1 0.02 97.13 ST LOUIS PARK | 1 0.02 97.15 ST PAUL | 4 0.06 97.21 ST. LOUIS | 24 0.39 97.60 ST. LOUIS MO 63146 | 1 0.02 97.62 ST. PAUL | 5 0.08 97.70 STEVENSVILLE | 2 0.03 97.73 STPRINGFIELD | 1 0.02 97.74 SUGAR HILL | 2 0.03 97.78 SUN CITY | 2 0.03 97.81 SUN CITY WEST | 2 0.03 97.84 SYLVA | 2 0.03 97.87 SYLVANIA | 1 0.02 97.89 SYRACUSE | 2 0.03 97.92 SYRACUSE NY | 1 0.02 97.94 SYRACUSE NY 13221-4846 | 2 0.03 97.97 SYRACUSE NY 13221-4846 | 1 0.02 97.99 SYVANIA | 1 0.02 98.00 TACOMA | 2 0.03 98.03 TAMPA | 3 0.05 98.08 TEMPLE | 3 0.05 98.13 TERRE HAUTE | 2 0.03 98.16 THOMASVILLE | 5 0.08 98.24 TOLEDO | 6 0.10 98.34 TOPEKA | 1 0.02 98.36 TROY | 3 0.05 98.41 TROY NY 12180 | 1 0.02 98.42 TRUCKEE | 1 0.02 98.44 TUCSON | 1 0.02 98.45 TULSA | 5 0.08 98.53 TUPELO | 7 0.11 98.65 TUSCALOOSA | 1 0.02 98.66 TYLER | 15 0.24 98.90 W. ORANGE | 1 0.02 98.92 WAHIAWA | 1 0.02 98.94 WALLINGFORD | 1 0.02 98.95 WALNUT CREEK | 1 0.02 98.97 WARM SPRINGS | 2 0.03 99.00 WARREN | 2 0.03 99.03 WASHINGTON | 2 0.03 99.07 WATERLOO | 2 0.03 99.10 WATERLOO IA 50703 | 1 0.02 99.11 WAUKESHA | 2 0.03 99.15 WAUSAU | 2 0.03 99.18 WEST ORANGE | 4 0.06 99.24 WEST ORANGE N.J 07052 | 1 0.02 99.26 WESTLAKE | 6 0.10 99.36 WHEATON | 1 0.02 99.37 WHEELING | 2 0.03 99.40 WI | 1 0.02 99.42 WICHITA | 4 0.06 99.48 WIGGINS | 1 0.02 99.50 WILKES BARRE | 1 0.02 99.52 WILKES-BARRE | 1 0.02 99.53 WILLIAMSPORT | 1 0.02 99.55 WILSON | 1 0.02 99.57 WINCHESTER | 1 0.02 99.58 WINDERMERE | 4 0.06 99.65 WINFIELD | 1 0.02 99.66 WINSTON SALEM | 1 0.02 99.68 WINSTON-SALEM | 6 0.10 99.77 WINTER HAVEN | 1 0.02 99.79 WINTER PARK | 8 0.13 99.92 WOODRUFF | 2 0.03 99.95 YORK | 2 0.03 99.98 YUBA CITY | 1 0.02 100.00 -------------------------------------+----------------------------------- Total | 6,208 100.00 by Jean Roth , jroth@nber.org , 12 Sep 2018