Frequencies for chaincity variable in hcris2552_96_2010 dataset : chaincity | Freq. Percent Cum. -------------------------------------+----------------------------------- | 2,247 58.35 58.35 ADDISON | 5 0.13 58.48 AKRON | 1 0.03 58.50 ALBANY | 2 0.05 58.56 ALBUQUERQUE | 18 0.47 59.02 ANCHORAGE | 1 0.03 59.05 APPLETON | 2 0.05 59.10 ARLINGTON | 11 0.29 59.39 ARLINGTON HEIGHTS | 2 0.05 59.44 ARLINGTON HEIGHTS IL | 1 0.03 59.47 ARMONK | 1 0.03 59.49 ARMONK NEW YORK | 1 0.03 59.52 ASHEVILLE | 1 0.03 59.54 ATLANTA | 4 0.10 59.65 AUSTIN | 1 0.03 59.67 BATON ROUGE | 4 0.10 59.78 BEAUMONT | 1 0.03 59.80 BELFAST | 1 0.03 59.83 BEND | 3 0.08 59.91 BIRMINGHAM | 78 2.03 61.93 BIRMINGHGAM | 1 0.03 61.96 BLLOMINGTON | 1 0.03 61.98 BLOOMINGTON | 2 0.05 62.04 BOCA RATON | 5 0.13 62.17 BOONE | 1 0.03 62.19 BOOTHBAY HARBOR | 1 0.03 62.22 BOSTON | 2 0.05 62.27 BOUNTIFUL | 1 0.03 62.30 BOWLING GREEN | 2 0.05 62.35 BRATTLEBORO | 1 0.03 62.37 BRENTWOOD | 34 0.88 63.26 BREVARD | 1 0.03 63.28 BREWER | 1 0.03 63.31 BRIGHTON | 2 0.05 63.36 BROCKWAY | 1 0.03 63.39 BRUNSWICK | 1 0.03 63.41 BRYAN | 1 0.03 63.44 BUFFALO | 3 0.08 63.52 BURLINGAME | 1 0.03 63.54 BWOLING GREEN | 1 0.03 63.57 CAMDEN | 2 0.05 63.62 CANTON | 2 0.05 63.67 CARBONDALE | 3 0.08 63.75 CEDAR RAPIDS | 1 0.03 63.78 CEDAR RAPIDS IOWA 52402 | 1 0.03 63.80 CHARLESTON | 4 0.10 63.91 CHARLESTOWN | 4 0.10 64.01 CHARLOTTE | 25 0.65 64.66 CHESTERFIELD | 1 0.03 64.68 CHICAGO | 14 0.36 65.05 CHINO | 1 0.03 65.07 CINCINNATI | 23 0.60 65.67 CITY: ALBANY NY 12208 | 1 0.03 65.70 CITY: ARMONK NY 10544 | 1 0.03 65.72 CITY: BIRMINGHAM | 1 0.03 65.75 CITY: BROOKLYN NY | 1 0.03 65.78 CITY: CHARLESTOWN | 1 0.03 65.80 CITY: CHICAGO | 2 0.05 65.85 CITY: CITY: ROCKVILLE CENTRE | 1 0.03 65.88 CITY: CITY: LAGRANGEVILLE | 1 0.03 65.90 CITY: CITY: LAKE KATRINE | 2 0.05 65.96 CITY: CITY: RAMSEY NJ 07446 | 1 0.03 65.98 CITY: CORAL GABLES | 4 0.10 66.09 CITY: INDIANAPOLIS | 1 0.03 66.11 CITY: LAKE KATRINE | 1 0.03 66.14 CITY: LUFKIN TX | 1 0.03 66.16 CITY: MARRIOTTSVILLE | 1 0.03 66.19 CITY: MARRIOTTSVILLE MARYLAND | 1 0.03 66.22 CITY: MEMPHIS | 1 0.03 66.24 CITY: MILWAUKEE | 1 0.03 66.27 CITY: MOKENA | 1 0.03 66.29 CITY: NAPLES | 1 0.03 66.32 CITY: NEWTOWN SQUARE | 1 0.03 66.35 CITY: ROCKVILLE CENTRE | 2 0.05 66.40 CITY:: NEW ORLEANS | 1 0.03 66.42 CITY:MOBILE ALABAMA 36617 | 1 0.03 66.45 CITY:ROCKVILLE CENTRE NY 11570 | 1 0.03 66.48 CITY:ROSEVILLE | 1 0.03 66.50 CLAREMONT | 1 0.03 66.53 CLEARWATER | 7 0.18 66.71 CLEVELAND | 12 0.31 67.02 CLYDE | 2 0.05 67.07 COLUMBIA | 6 0.16 67.23 CONSHOHOCKEN | 1 0.03 67.26 CONSHOHOCKEN PA. 19428 | 1 0.03 67.28 CONSHOHOCKEN PA. 19428 | 1 0.03 67.31 CORAL GABLES | 2 0.05 67.36 CORVALLIS | 5 0.13 67.49 COVINA | 2 0.05 67.54 COVINGTON | 1 0.03 67.57 CROWLEY | 2 0.05 67.62 DALLAS | 42 1.09 68.71 DALLAS TX | 1 0.03 68.74 DANVILLE | 1 0.03 68.76 DECATUR | 1 0.03 68.79 DENTON | 4 0.10 68.89 DENVER | 4 0.10 69.00 DEQUINCY LA 70633 | 1 0.03 69.02 DEQUINCY LA 70633 | 1 0.03 69.05 DES MOINES | 1 0.03 69.07 DETROIT | 7 0.18 69.25 DETROIT MI 48202 | 1 0.03 69.28 DETROIT MI 48201 | 1 0.03 69.31 DISTRICT OF COLUMBIA | 1 0.03 69.33 DUBUQUE | 1 0.03 69.36 DULUTH | 3 0.08 69.44 EAU CLAIRE | 4 0.10 69.54 ELK RIVER | 1 0.03 69.57 ELYRIA | 3 0.08 69.64 ENGLEWOOD | 3 0.08 69.72 ENTER CITY IN COLUMN 1 STATE IN COL | 7 0.18 69.90 EXETER | 1 0.03 69.93 FAIRMONT | 1 0.03 69.96 FAIRMONT WV 26554 | 1 0.03 69.98 FALLS CHURCH | 6 0.16 70.14 FARGO | 8 0.21 70.35 FAYETTEVILLE | 2 0.05 70.40 FLINT | 4 0.10 70.50 FLORENCE | 3 0.08 70.58 FORT COLLINS | 2 0.05 70.63 FORT DODGE | 1 0.03 70.66 FORT WAYNE | 5 0.13 70.79 FORT WAYNE IN 46895-5600 | 1 0.03 70.81 FORT WORTH | 1 0.03 70.84 FRANKFORT IL 60423 | 1 0.03 70.86 FRANKLIN | 105 2.73 73.59 FREDERICKSBURG | 2 0.05 73.64 FREEDOM | 1 0.03 73.67 GALLATIN | 5 0.13 73.80 GARDENA | 1 0.03 73.82 GREENSBORO | 1 0.03 73.85 GREENVILLE | 11 0.29 74.14 GULFPORT | 1 0.03 74.16 HARRISBURG | 1 0.03 74.19 HEMET | 1 0.03 74.21 HOUSTON | 20 0.52 74.73 HUNTINGTON | 1 0.03 74.76 HUNTSVILLE | 1 0.03 74.79 HYANNIS | 1 0.03 74.81 INDEPENDEMCE | 1 0.03 74.84 INDEPENDENCE | 3 0.08 74.92 INDIANAPOLIS | 11 0.29 75.20 INDIANAPOLIS IN 46206 | 1 0.03 75.23 INDIANAPOLS | 1 0.03 75.25 JACKSON MS 39202 | 1 0.03 75.28 JACKSONVILLE | 1 0.03 75.31 JOHNSON CITY | 3 0.08 75.38 JONESBORO | 2 0.05 75.43 JOPLIN | 2 0.05 75.49 KALAMAZOO | 2 0.05 75.54 KANSAS CITY | 17 0.44 75.98 KATONAH NEW YORK 10536 | 1 0.03 76.01 KILMARNOCK | 1 0.03 76.03 KING OF PRUSSIA | 67 1.74 77.77 KING OF PRUSSIA PA 19406 | 1 0.03 77.80 KNOXVILLE | 4 0.10 77.90 LA CROSSE | 3 0.08 77.98 LACONIA | 2 0.05 78.03 LAFAYETTE | 7 0.18 78.21 LAGRANGEVILLE | 2 0.05 78.27 LAKE CHARLES | 8 0.21 78.47 LAUDERDALE LAKES | 2 0.05 78.53 LAURINBURG | 1 0.03 78.55 LEAWOOD | 3 0.08 78.63 LEESVILLE | 1 0.03 78.65 LEESVILLE LA 71446 | 1 0.03 78.68 LENEXA | 6 0.16 78.84 LEWISTON | 1 0.03 78.86 LITTLE ROCK | 8 0.21 79.07 LIVINGSTON | 1 0.03 79.10 LOMA LINDA | 2 0.05 79.15 LONGVIEW | 1 0.03 79.17 LOS ANGELES | 1 0.03 79.20 LOUISVILLE | 9 0.23 79.43 LUFKIN | 3 0.08 79.51 MADISON | 1 0.03 79.54 MANDEVILLE | 2 0.05 79.59 MANITOWOC | 1 0.03 79.62 MARION | 1 0.03 79.64 MARLTON | 2 0.05 79.69 MARRIOTTSVILLE | 2 0.05 79.75 MARSHFIELD | 1 0.03 79.77 MARTINSBURG | 2 0.05 79.82 MECHANICSBURG | 52 1.35 81.17 MEDFORD | 1 0.03 81.20 MELVILLE | 2 0.05 81.25 MEMPHIS | 13 0.34 81.59 MENASHA | 1 0.03 81.62 MERIDIAN | 4 0.10 81.72 MIAMI LAKES | 1 0.03 81.75 MILWAUKEE | 19 0.49 82.24 MILWAUKEE WISCONSIN | 1 0.03 82.26 MILWAUKEE WI | 1 0.03 82.29 MINNEAPOLIS | 16 0.42 82.71 MISHAWAKA | 9 0.23 82.94 MOBILE | 4 0.10 83.04 MOBILE ALABAMA 36617-2293 | 1 0.03 83.07 MODESTO | 1 0.03 83.10 MOKENA | 1 0.03 83.12 MOKENA IL 60448 | 1 0.03 83.15 MONTGOMENRY | 1 0.03 83.17 MONTGOMERY | 2 0.05 83.23 MOREHEAD CITY | 1 0.03 83.25 MORRISTOWN | 2 0.05 83.30 MPLS | 1 0.03 83.33 NAPLES | 16 0.42 83.74 NAPLES FL | 1 0.03 83.77 NAPLES FL 34108 | 3 0.08 83.85 NASHVILLE | 107 2.78 86.63 NEPHI | 1 0.03 86.65 NEW HAVEN | 1 0.03 86.68 NEW LONDON | 1 0.03 86.70 NEW ORLEANS | 2 0.05 86.76 NEW YORK | 1 0.03 86.78 NEW YORK NY 10016 | 2 0.05 86.83 NEWPORT NEWS | 7 0.18 87.02 NEWTON SQUARE | 3 0.08 87.09 NEWTOWN SQUARE | 5 0.13 87.22 NEWTOWN SQUARE PA 19073 | 1 0.03 87.25 NORFOLK | 8 0.21 87.46 NOVATO | 1 0.03 87.48 OAK BROOD | 1 0.03 87.51 OAK BROOK | 8 0.21 87.72 OAKBROOK | 2 0.05 87.77 OAKLAND | 31 0.80 88.57 OKLAHOMA CITY | 8 0.21 88.78 OMAHA | 7 0.18 88.96 OMAHA NE | 1 0.03 88.99 OMAHA NEBRASKA | 1 0.03 89.02 OMAHA NEBRASKA 68114 | 1 0.03 89.04 OPELIKA | 1 0.03 89.07 ORANGE | 1 0.03 89.09 ORLANDO | 2 0.05 89.15 PARSONS | 2 0.05 89.20 PENSACOLA | 3 0.08 89.28 PEORIA | 5 0.13 89.41 PEORIA IL 61603 | 1 0.03 89.43 PHILADELPHIA | 1 0.03 89.46 PHOENIX | 11 0.29 89.74 PHOENIX AZ 85006 | 1 0.03 89.77 PHOENIX AZ 85006 | 3 0.08 89.85 PHOENIX AZ 85254 | 1 0.03 89.87 PINEHURST | 2 0.05 89.92 PINEVILLE | 1 0.03 89.95 PITTSBURGH | 3 0.08 90.03 PITTSFIELD | 2 0.05 90.08 PLANO | 14 0.36 90.44 PLANO TX | 2 0.05 90.50 POCATELLO | 1 0.03 90.52 POMONA | 2 0.05 90.57 PORTLAND | 11 0.29 90.86 PROV. | 1 0.03 90.89 PROVIDENCE | 4 0.10 90.99 QUINCY | 2 0.05 91.04 RALEIGH | 2 0.05 91.09 RANCHO CUCAMONGA | 4 0.10 91.20 RENTON | 14 0.36 91.56 RIDGEWOOD | 1 0.03 91.59 ROCHESTER | 13 0.34 91.92 ROCHESTER MN | 1 0.03 91.95 ROCK ISLAND | 2 0.05 92.00 ROCKLEDEG | 1 0.03 92.03 ROCKLEDGE | 2 0.05 92.08 ROCKVILLE | 4 0.10 92.18 ROCKVILLE MD 20850 | 1 0.03 92.21 ROCKVILLE CENTRE | 2 0.05 92.26 ROSEVILLE | 15 0.39 92.65 ROSLINDALE | 1 0.03 92.68 ROYAL OAK | 1 0.03 92.70 ROYAL OAK MI 48073 | 1 0.03 92.73 RUSTON | 2 0.05 92.78 SACRAMENTO | 26 0.68 93.46 SALEM | 2 0.05 93.51 SALT LAKE CITY | 21 0.55 94.05 SAN DIEGO | 9 0.23 94.29 SAN FRANCISCO | 1 0.03 94.31 SANTA ANA | 4 0.10 94.42 SANTA FE SPRINGS | 2 0.05 94.47 SARATOGA SPRINGS NY 12806 | 1 0.03 94.49 SAVANNAH | 1 0.03 94.52 SAYRE | 1 0.03 94.55 SCOTTSBORO | 1 0.03 94.57 SCOTTSDALE | 2 0.05 94.62 SCRANTON | 2 0.05 94.68 SEATTLE | 4 0.10 94.78 SHAKER HEIGHTS | 1 0.03 94.81 SHAWNEE | 5 0.13 94.94 SHEFFIELD | 2 0.05 94.99 SHREVEPORT | 2 0.05 95.04 SHREVEPORT LA | 1 0.03 95.07 SIOUX FALLS | 1 0.03 95.09 SLC | 1 0.03 95.12 SOUTH LAKE TAHOE | 1 0.03 95.14 SOUTH PORTLAND | 1 0.03 95.17 SOUTHAMPTON | 1 0.03 95.20 SOUTHFIELD | 7 0.18 95.38 SOUTHLAKE | 1 0.03 95.40 SPARKS | 3 0.08 95.48 SPARTANBURG | 3 0.08 95.56 SPOKANE | 1 0.03 95.59 SPRINGFIELD | 10 0.26 95.85 ST JOSEPH | 1 0.03 95.87 ST LOUIS | 14 0.36 96.23 ST LOUIS MO 63141-7813 | 1 0.03 96.26 ST LOUIS PARK | 1 0.03 96.29 ST. LOUIS | 26 0.68 96.96 ST. LOUIS MO 63145 | 1 0.03 96.99 ST. LOUIS MO 63146 | 1 0.03 97.01 ST. LOUIS MO. 63134 | 1 0.03 97.04 ST. LOUS | 1 0.03 97.07 STEVENSVILLE | 1 0.03 97.09 SUGAR HILL | 1 0.03 97.12 SYLVA | 1 0.03 97.14 SYLVANIA | 1 0.03 97.17 SYRACUSE | 3 0.08 97.25 SYRACUSE NY | 1 0.03 97.27 SYRACUSE NY 13202 | 1 0.03 97.30 SYRACUSE NY 13221-4846 | 1 0.03 97.33 TACOMA | 2 0.05 97.38 TAMPA | 2 0.05 97.43 TEMPLE | 3 0.08 97.51 TEWKBURY | 1 0.03 97.53 THOMASVILLE | 5 0.13 97.66 TOLEDO | 9 0.23 97.90 TROY | 2 0.05 97.95 TROY NY 12180 | 1 0.03 97.97 TUCSON | 1 0.03 98.00 TULSA | 2 0.05 98.05 TUPELO | 8 0.21 98.26 TUPELO MS 38804 | 1 0.03 98.29 TUSCALOOSA | 1 0.03 98.31 TYLER | 9 0.23 98.55 URBANA | 1 0.03 98.57 W. ORANGE | 1 0.03 98.60 WALLINGFORD | 1 0.03 98.62 WALNUT CREEK | 3 0.08 98.70 WASHINGTON | 1 0.03 98.73 WATERLOO IA 50703 | 1 0.03 98.75 WAUKESHA | 2 0.05 98.81 WEST ORANGE | 3 0.08 98.88 WEST ORANGE N.J 07052 | 1 0.03 98.91 WHEELING | 2 0.05 98.96 WI | 1 0.03 98.99 WICHITA | 3 0.08 99.07 WILSON | 1 0.03 99.09 WINCHESTER | 1 0.03 99.12 WINSTON SALEM | 2 0.05 99.17 WINSTON-SALEM | 8 0.21 99.38 WINTER PARK | 21 0.55 99.92 WINTER PART | 1 0.03 99.95 WOODRUFF | 2 0.05 100.00 -------------------------------------+----------------------------------- Total | 3,851 100.00 by Jean Roth , jroth@nber.org , 1 Sep 2018