Frequencies for city variable in hospital_quarterly_qualitymeasure_ipfqr_hospit City | Freq. Percent Cum. --------------------+----------------------------------- ABBEVILLE | 1 0.06 0.06 ABERDEEN | 1 0.06 0.12 ABILENE | 3 0.19 0.31 ABINGTON | 1 0.06 0.37 ADA | 2 0.12 0.50 ADEL | 1 0.06 0.56 AHOSKIE | 1 0.06 0.62 AIBONITO | 1 0.06 0.68 AIKEN | 1 0.06 0.75 AKRON | 2 0.12 0.87 ALABASTER | 1 0.06 0.93 ALAMOGORDO | 1 0.06 1.00 ALBANY | 3 0.19 1.18 ALBEMARLE | 1 0.06 1.25 ALBERT LEA | 1 0.06 1.31 ALBUQUERQUE | 5 0.31 1.62 ALEXANDRIA | 5 0.31 1.93 ALICE | 1 0.06 1.99 ALLENTOWN | 2 0.12 2.12 ALLIANCE | 1 0.06 2.18 ALMA | 1 0.06 2.24 ALPENA | 1 0.06 2.30 ALTON | 2 0.12 2.43 AMARILLO | 1 0.06 2.49 AMBLER | 1 0.06 2.55 AMERY | 1 0.06 2.62 AMES | 1 0.06 2.68 AMITYVILLE | 2 0.12 2.80 AMSTERDAM | 1 0.06 2.86 ANAHEIM | 2 0.12 2.99 ANCHORAGE | 2 0.12 3.11 ANDERSON | 2 0.12 3.24 ANN ARBOR | 2 0.12 3.36 ANNA | 1 0.06 3.42 ANNANDALE | 1 0.06 3.49 ANNISTON | 1 0.06 3.55 ANOKA | 1 0.06 3.61 ARANSAS PASS | 1 0.06 3.67 ARLINGTON | 3 0.19 3.86 ARLINGTON HEIGHTS | 1 0.06 3.92 ARTESIA | 1 0.06 3.99 ASHEVILLE | 1 0.06 4.05 ASHLAND | 2 0.12 4.17 ASHTABULA | 1 0.06 4.23 ATHENS | 2 0.12 4.36 ATLANTA | 4 0.25 4.61 ATLANTIC | 1 0.06 4.67 ATLANTIS | 1 0.06 4.73 AUBURN | 3 0.19 4.92 AUBURN HILLS | 1 0.06 4.98 AUGUSTA | 2 0.12 5.11 AURORA | 2 0.12 5.23 AUSTIN | 5 0.31 5.54 AVENTURA | 1 0.06 5.60 AYER | 1 0.06 5.67 BALTIMORE | 1 0.06 5.73 BANGOR | 2 0.12 5.85 BARBERTON | 1 0.06 5.92 BARLING | 1 0.06 5.98 BARRE | 1 0.06 6.04 BARTLESVILLE | 1 0.06 6.10 BASTROP | 1 0.06 6.16 BATESVILLE | 2 0.12 6.29 BATON ROUGE | 6 0.37 6.66 BATTLE CREEK | 1 0.06 6.72 BAXLEY | 1 0.06 6.79 BAXTER | 1 0.06 6.85 BAY CITY | 2 0.12 6.97 BAY MINETTE | 1 0.06 7.04 BAY SHORE | 1 0.06 7.10 BAYONNE | 1 0.06 7.16 BAYTOWN | 1 0.06 7.22 BEAUFORT | 1 0.06 7.29 BEAUMONT | 1 0.06 7.35 BEAVER | 1 0.06 7.41 BECKLEY | 1 0.06 7.47 BEDFORD | 1 0.06 7.53 BELLE MEAD | 2 0.12 7.66 BELLEVILLE | 1 0.06 7.72 BELLEVUE | 1 0.06 7.78 BELLINGHAM | 1 0.06 7.85 BELMONT | 1 0.06 7.91 BELOIT | 1 0.06 7.97 BELTON | 1 0.06 8.03 BEMIDJI | 2 0.12 8.16 BEND | 1 0.06 8.22 BENNETTSVILLE | 1 0.06 8.28 BENTON | 2 0.12 8.41 BERKELEY | 1 0.06 8.47 BERKELEY HEIGHTS | 1 0.06 8.53 BERWICK | 1 0.06 8.59 BERWYN | 1 0.06 8.66 BESSEMER | 1 0.06 8.72 BETHLEHEM | 1 0.06 8.78 BEVERLY | 1 0.06 8.84 BIDDEFORD | 1 0.06 8.90 BIG SPRING | 1 0.06 8.97 BILOXI | 1 0.06 9.03 BINGHAMTON | 1 0.06 9.09 BIRMINGHAM | 6 0.37 9.46 BISMARCK | 2 0.12 9.59 BLACK MOUNTAIN | 1 0.06 9.65 BLACKFOOT | 1 0.06 9.71 BLACKWOOD | 1 0.06 9.78 BLAKELY | 1 0.06 9.84 BLOOMINGTON | 1 0.06 9.90 BLOOMSBURG | 1 0.06 9.96 BLUE ISLAND | 1 0.06 10.02 BO BALLAJA | 1 0.06 10.09 BOISE | 2 0.12 10.21 BOLIVAR | 2 0.12 10.34 BOONEVILLE | 1 0.06 10.40 BOONVILLE | 1 0.06 10.46 BOSSIER CITY | 1 0.06 10.52 BOSTON | 7 0.44 10.96 BOULDER | 1 0.06 11.02 BOUNTIFUL | 1 0.06 11.08 BOWLING GREEN | 2 0.12 11.21 BRADENTON | 2 0.12 11.33 BRAINERD | 1 0.06 11.39 BRANDON | 2 0.12 11.52 BRANSON | 1 0.06 11.58 BRATTLEBORO | 1 0.06 11.64 BREAUX BRIDGE | 1 0.06 11.71 BREMEN | 1 0.06 11.77 BRIDGEPORT | 3 0.19 11.96 BRIDGETON | 1 0.06 12.02 BRIGHTON | 1 0.06 12.08 BRISTOL | 3 0.19 12.27 BROCKTON | 2 0.12 12.39 BRONX | 7 0.44 12.83 BROOKLINE | 2 0.12 12.95 BROOKLYN | 10 0.62 13.57 BROOKSVILLE | 1 0.06 13.64 BROOKVILLE | 1 0.06 13.70 BROUSSARD | 1 0.06 13.76 BROWNSVILLE | 1 0.06 13.82 BRYN MAWR | 1 0.06 13.89 BUFFALO | 4 0.25 14.13 BURLINGAME | 1 0.06 14.20 BURLINGTON | 1 0.06 14.26 BUTLER | 1 0.06 14.32 BUTNER | 2 0.12 14.45 CALHOUN CITY | 1 0.06 14.51 CAMBRIDGE | 5 0.31 14.82 CAMERON | 1 0.06 14.88 CAMP HILL | 1 0.06 14.94 CANTON | 1 0.06 15.01 CAPE GIRARDEAU | 1 0.06 15.07 CARMEL | 1 0.06 15.13 CARO | 1 0.06 15.19 CARROLL | 1 0.06 15.26 CARROLLTON | 2 0.12 15.38 CARSON CITY | 1 0.06 15.44 CARTHAGE | 1 0.06 15.50 CASPER | 1 0.06 15.57 CATONSVILLE | 1 0.06 15.63 CEDAR FALLS | 1 0.06 15.69 CEDAR GROVE | 1 0.06 15.75 CEDAR RAPIDS | 2 0.12 15.88 CELINA | 1 0.06 15.94 CENTRALIA | 1 0.06 16.00 CENTRE HALL | 1 0.06 16.06 CERRITOS | 1 0.06 16.13 CHAMBERSBURG | 1 0.06 16.19 CHAMPAIGN | 1 0.06 16.25 CHANDLER | 1 0.06 16.31 CHAPEL HILL | 1 0.06 16.38 CHARDON | 1 0.06 16.44 CHARLESTON | 4 0.25 16.69 CHARLOTTE | 2 0.12 16.81 CHARLOTTESVILLE | 1 0.06 16.87 CHATTANOOGA | 3 0.19 17.06 CHELSEA | 1 0.06 17.12 CHEROKEE | 1 0.06 17.19 CHEYENNE | 1 0.06 17.25 CHICAGO | 16 1.00 18.24 CHINO | 1 0.06 18.31 CHRISTIANSBURG | 1 0.06 18.37 CHURCH POINT | 1 0.06 18.43 CIDRA | 1 0.06 18.49 CINCINNATI | 5 0.31 18.80 CLAREMORE | 1 0.06 18.87 CLARINDA | 1 0.06 18.93 CLARION | 1 0.06 18.99 CLARKS SUMMIT | 1 0.06 19.05 CLARKSBURG | 1 0.06 19.12 CLARKSVILLE | 2 0.12 19.24 CLEARFIELD | 1 0.06 19.30 CLEARWATER | 2 0.12 19.43 CLEVELAND | 5 0.31 19.74 CLIFTON SPRINGS | 1 0.06 19.80 CLINTON | 1 0.06 19.86 CLINTON TOWNSHIP | 1 0.06 19.93 CLYDE | 1 0.06 19.99 COATESVILLE | 1 0.06 20.05 COLDWATER | 1 0.06 20.11 COLLEGE PARK | 1 0.06 20.17 COLLINS | 1 0.06 20.24 COLORADO SPRINGS | 2 0.12 20.36 COLTON | 1 0.06 20.42 COLUMBIA | 7 0.44 20.86 COLUMBUS | 10 0.62 21.48 COMMERCE | 1 0.06 21.54 CONCORD | 5 0.31 21.86 CONNELLSVILLE | 1 0.06 21.92 CONNERSVILLE | 1 0.06 21.98 CONWAY | 2 0.12 22.10 COOKEVILLE | 1 0.06 22.17 COOPERSTOWN | 1 0.06 22.23 CORINTH | 1 0.06 22.29 CORONA | 1 0.06 22.35 CORPUS CHRISTI | 2 0.12 22.48 CORTLAND | 1 0.06 22.54 CORVALLIS | 1 0.06 22.60 COTTONWOOD | 1 0.06 22.67 COUDERSPORT | 1 0.06 22.73 COVINA | 1 0.06 22.79 COVINGTON | 2 0.12 22.91 CRAWFORDSVILLE | 1 0.06 22.98 CROSSETT | 1 0.06 23.04 CROWLEY | 1 0.06 23.10 CRYSTAL CITY | 1 0.06 23.16 CULLMAN | 1 0.06 23.23 CUMBERLAND | 1 0.06 23.29 CUSHING | 1 0.06 23.35 CYPRESS | 1 0.06 23.41 DAHLONEGA | 1 0.06 23.47 DALLAS | 5 0.31 23.79 DALTON | 1 0.06 23.85 DANBURY | 1 0.06 23.91 DANVILLE | 5 0.31 24.22 DAPHNE | 1 0.06 24.28 DARBY | 1 0.06 24.35 DARDANELLE | 1 0.06 24.41 DARLINGTON | 1 0.06 24.47 DAVENPORT | 1 0.06 24.53 DAYTON | 4 0.25 24.78 DAYTONA BEACH | 1 0.06 24.84 DECATUR | 6 0.37 25.22 DEFIANCE | 1 0.06 25.28 DELAND | 1 0.06 25.34 DELRAY BEACH | 1 0.06 25.40 DEMOPOLIS | 1 0.06 25.47 DENISON | 1 0.06 25.53 DENNISON | 1 0.06 25.59 DENTON | 2 0.12 25.72 DENVER | 3 0.19 25.90 DENVILLE | 1 0.06 25.97 DEQUINCY | 1 0.06 26.03 DERBY | 1 0.06 26.09 DERIDDER | 1 0.06 26.15 DES MOINES | 2 0.12 26.28 DESOTO | 1 0.06 26.34 DETROIT | 5 0.31 26.65 DIXON | 1 0.06 26.71 DOTHAN | 1 0.06 26.77 DOVER | 1 0.06 26.84 DOWNERS GROVE | 1 0.06 26.90 DOYLESTOWN | 1 0.06 26.96 DUBLIN | 1 0.06 27.02 DUBUQUE | 1 0.06 27.09 DUNCAN | 1 0.06 27.15 DURHAM | 2 0.12 27.27 EAGLEVILLE | 1 0.06 27.33 EAST CHICAGO | 1 0.06 27.40 EAST MEADOW | 1 0.06 27.46 EAST ORANGE | 1 0.06 27.52 EAST PROVIDENCE | 1 0.06 27.58 EAST STROUDSBURG | 1 0.06 27.65 EASTMAN | 1 0.06 27.71 EDINA | 1 0.06 27.77 EDINBURG | 2 0.12 27.90 EL DORADO | 1 0.06 27.96 EL PASO | 2 0.12 28.08 ELGIN | 1 0.06 28.14 ELIZABETH | 1 0.06 28.21 ELIZABETHTON | 1 0.06 28.27 ELIZABETHTOWN | 1 0.06 28.33 ELK CITY | 1 0.06 28.39 ELKO | 1 0.06 28.46 ELLWOOD CITY | 1 0.06 28.52 ELMHURST | 1 0.06 28.58 ELMIRA | 2 0.12 28.70 EMPORIA | 1 0.06 28.77 ENCINO | 1 0.06 28.83 ENGLEWOOD | 1 0.06 28.89 ENID | 1 0.06 28.95 EPHRATA | 1 0.06 29.02 ERIE | 1 0.06 29.08 ERWIN | 1 0.06 29.14 EUCLID | 1 0.06 29.20 EUFAULA | 1 0.06 29.27 EUGENE | 1 0.06 29.33 EUNICE | 1 0.06 29.39 EVANSTON | 2 0.12 29.51 EVANSVILLE | 3 0.19 29.70 EVERGREEN PARK | 1 0.06 29.76 EWA BEACH | 1 0.06 29.83 FAIRMONT | 1 0.06 29.89 FALL RIVER | 3 0.19 30.07 FALLS CHURCH | 3 0.19 30.26 FAR ROCKAWAY | 1 0.06 30.32 FARGO | 2 0.12 30.45 FARMINGTON | 4 0.25 30.70 FARMINGTON HILLS | 1 0.06 30.76 FAYETTEVILLE | 3 0.19 30.95 FERGUS FALLS | 2 0.12 31.07 FERNDALE | 1 0.06 31.13 FINDLAY | 1 0.06 31.20 FISHERSVILLE | 1 0.06 31.26 FLAGSTAFF | 2 0.12 31.38 FLEMINGTON | 1 0.06 31.44 FLINT | 2 0.12 31.57 FLOWOOD | 1 0.06 31.63 FLUSHING | 1 0.06 31.69 FOND DU LAC | 2 0.12 31.82 FOREST | 1 0.06 31.88 FOREST PARK | 1 0.06 31.94 FORREST CITY | 1 0.06 32.00 FORT COLLINS | 1 0.06 32.07 FORT KENT | 1 0.06 32.13 FORT LAUDERDALE | 4 0.25 32.38 FORT MORGAN | 1 0.06 32.44 FORT MYERS | 1 0.06 32.50 FORT PAYNE | 1 0.06 32.57 FORT PIERCE | 1 0.06 32.63 FORT SMITH | 1 0.06 32.69 FORT SUPPLY | 1 0.06 32.75 FORT WALTON BEACH | 1 0.06 32.81 FORT WASHINGTON | 1 0.06 32.88 FORT WAYNE | 2 0.12 33.00 FORT WORTH | 2 0.12 33.13 FRAMINGHAM | 1 0.06 33.19 FRANKLIN | 3 0.19 33.37 FREDERICKSBURG | 1 0.06 33.44 FREDONIA | 1 0.06 33.50 FREEHOLD | 1 0.06 33.56 FREMONT | 1 0.06 33.62 FRIDLEY | 1 0.06 33.69 FULTON | 2 0.12 33.81 GADSDEN | 3 0.19 34.00 GAINESVILLE | 3 0.19 34.18 GALESBURG | 1 0.06 34.25 GALLATIN | 1 0.06 34.31 GALLIPOLIS | 1 0.06 34.37 GARDEN CITY | 1 0.06 34.43 GARDNER | 1 0.06 34.50 GARFIELD HEIGHTS | 1 0.06 34.56 GARLAND | 1 0.06 34.62 GARNER | 1 0.06 34.68 GARY | 1 0.06 34.74 GENEVA | 1 0.06 34.81 GEORGETOWN | 1 0.06 34.87 GILLETTE | 1 0.06 34.93 GIRARD | 1 0.06 34.99 GLEN COVE | 1 0.06 35.06 GLENDALE | 4 0.25 35.31 GLENDALE HEIGHTS | 1 0.06 35.37 GLENDORA | 1 0.06 35.43 GLENS FALLS | 1 0.06 35.49 GOLDSBORO | 2 0.12 35.62 GONZALES | 1 0.06 35.68 GOSHEN | 1 0.06 35.74 GOWANDA | 1 0.06 35.80 GRAND FORKS | 2 0.12 35.93 GRAND JUNCTION | 1 0.06 35.99 GRAND RAPIDS | 3 0.19 36.18 GRANITE CITY | 1 0.06 36.24 GREAT FALLS | 1 0.06 36.30 GREEN BAY | 1 0.06 36.36 GREENBRAE | 1 0.06 36.43 GREENEVILLE | 1 0.06 36.49 GREENFIELD | 1 0.06 36.55 GREENPORT | 1 0.06 36.61 GREENSBORO | 1 0.06 36.67 GREENVILLE | 8 0.50 37.17 GREENWOOD | 3 0.19 37.36 GREER | 1 0.06 37.42 GREYSTONE PARK | 1 0.06 37.48 GROVE HILL | 1 0.06 37.55 GULFPORT | 1 0.06 37.61 HACKENSACK | 1 0.06 37.67 HAGERSTOWN | 1 0.06 37.73 HALEYVILLE | 1 0.06 37.80 HAMILTON | 1 0.06 37.86 HAMMOND | 1 0.06 37.92 HAMMONTON | 1 0.06 37.98 HAMPSTEAD | 1 0.06 38.04 HAMPTON | 1 0.06 38.11 HARLAN | 1 0.06 38.17 HARLINGEN | 1 0.06 38.23 HARRIS | 1 0.06 38.29 HARRISBURG | 2 0.12 38.42 HARRISON | 1 0.06 38.48 HARRISONVILLE | 1 0.06 38.54 HARTFORD | 2 0.12 38.67 HARVEY | 1 0.06 38.73 HASTINGS | 2 0.12 38.85 HAVERHILL | 1 0.06 38.92 HAYTI | 1 0.06 38.98 HAZARD | 1 0.06 39.04 HELENA | 2 0.12 39.17 HENDERSON | 1 0.06 39.23 HENDERSONVILLE | 1 0.06 39.29 HENRYETTA | 1 0.06 39.35 HIALEAH | 2 0.12 39.48 HICKORY | 2 0.12 39.60 HILLSBORO | 2 0.12 39.73 HILLSDALE | 1 0.06 39.79 HINES | 1 0.06 39.85 HINSDALE | 1 0.06 39.91 HOBBS | 1 0.06 39.98 HOBOKEN | 1 0.06 40.04 HOFFMAN ESTATES | 1 0.06 40.10 HOLLAND | 1 0.06 40.16 HOLLY SPRINGS | 1 0.06 40.22 HOLLYWOOD | 2 0.12 40.35 HOLYOKE | 1 0.06 40.41 HOMER | 1 0.06 40.47 HOPE | 1 0.06 40.54 HOPEWELL | 1 0.06 40.60 HOPKINSVILLE | 2 0.12 40.72 HOT SPRINGS | 3 0.19 40.91 HOUMA | 2 0.12 41.03 HOUSTON | 11 0.68 41.72 HUDSON | 1 0.06 41.78 HUNTINGDON | 1 0.06 41.84 HUNTINGTON | 4 0.25 42.09 HUNTINGTON BEACH | 1 0.06 42.15 HUNTSVILLE | 2 0.12 42.28 HUTCHINSON | 2 0.12 42.40 HYANNIS | 1 0.06 42.47 IDABEL | 1 0.06 42.53 IDAHO FALLS | 1 0.06 42.59 INDEPENDENCE | 1 0.06 42.65 INDIANA | 1 0.06 42.71 INDIANAPOLIS | 6 0.37 43.09 IOWA CITY | 1 0.06 43.15 IRVING | 1 0.06 43.21 ITHACA | 1 0.06 43.28 JACKSON | 5 0.31 43.59 JACKSONVILLE | 7 0.44 44.02 JAMAICA | 2 0.12 44.15 JAMESTOWN | 3 0.19 44.33 JANESVILLE | 1 0.06 44.40 JASPER | 2 0.12 44.52 JEFFERSONVILLE | 2 0.12 44.65 JENNINGS | 2 0.12 44.77 JERSEY CITY | 1 0.06 44.83 JOHNSON CITY | 2 0.12 44.96 JOHNSTOWN | 1 0.06 45.02 JONESBORO | 1 0.06 45.08 JOPLIN | 1 0.06 45.14 JUNCTION CITY | 1 0.06 45.21 JUNEAU | 1 0.06 45.27 KALAMAZOO | 2 0.12 45.39 KANSAS CITY | 5 0.31 45.70 KAPAA | 1 0.06 45.77 KAPLAN | 1 0.06 45.83 KATONAH | 1 0.06 45.89 KEALAKEKUA | 1 0.06 45.95 KEARNEY | 1 0.06 46.01 KEENE | 1 0.06 46.08 KENANSVILLE | 1 0.06 46.14 KENNER | 1 0.06 46.20 KENNETT | 1 0.06 46.26 KENTWOOD | 1 0.06 46.33 KERRVILLE | 1 0.06 46.39 KEY WEST | 1 0.06 46.45 KILGORE | 1 0.06 46.51 KILMARNOCK | 1 0.06 46.58 KIMBERLY | 1 0.06 46.64 KINDER | 1 0.06 46.70 KINGS MOUNTAIN | 1 0.06 46.76 KINGSTON | 2 0.12 46.89 KINGWOOD | 1 0.06 46.95 KINSLEY | 1 0.06 47.01 KIRKLAND | 1 0.06 47.07 KNOXVILLE | 2 0.12 47.20 LA FOLLETTE | 1 0.06 47.26 LA MESA | 2 0.12 47.38 LA PALMA | 1 0.06 47.45 LACOMBE | 1 0.06 47.51 LACONIA | 1 0.06 47.57 LAFAYETTE | 4 0.25 47.82 LAKE CHARLES | 3 0.19 48.01 LAKELAND | 1 0.06 48.07 LAKESIDE | 1 0.06 48.13 LAKESIDE PARK | 1 0.06 48.19 LAKEWOOD | 1 0.06 48.26 LANCASTER | 3 0.19 48.44 LANSING | 2 0.12 48.57 LAPEER | 1 0.06 48.63 LARAMIE | 1 0.06 48.69 LARGO | 1 0.06 48.75 LARNED | 1 0.06 48.82 LAS CRUCES | 1 0.06 48.88 LAS VEGAS | 7 0.44 49.32 LAUREL | 1 0.06 49.38 LAWRENCEBURG | 1 0.06 49.44 LAWRENCEVILLE | 1 0.06 49.50 LAWTON | 3 0.19 49.69 LAYTON | 1 0.06 49.75 LEAVENWORTH | 1 0.06 49.81 LEBANON | 4 0.25 50.06 LEESBURG | 2 0.12 50.19 LELAND | 1 0.06 50.25 LEWISTON | 2 0.12 50.37 LEWISTOWN | 1 0.06 50.44 LEXINGTON | 3 0.19 50.62 LIMA | 1 0.06 50.68 LINCOLN | 2 0.12 50.81 LINDEN | 1 0.06 50.87 LINVILLE | 1 0.06 50.93 LITCHFIELD | 1 0.06 51.00 LITTLE ROCK | 2 0.12 51.12 LITTLETON | 1 0.06 51.18 LIVINGSTON | 1 0.06 51.25 LIVONIA | 1 0.06 51.31 LOGAN | 2 0.12 51.43 LOGANSPORT | 1 0.06 51.49 LONG BEACH | 1 0.06 51.56 LONG BRANCH | 1 0.06 51.62 LONGVIEW | 2 0.12 51.74 LOS ALAMITOS | 1 0.06 51.81 LOS ANGELES | 2 0.12 51.93 LOUISA | 1 0.06 51.99 LOUISBURG | 1 0.06 52.05 LOUISVILLE | 6 0.37 52.43 LOW MOOR | 1 0.06 52.49 LUBBOCK | 3 0.19 52.68 LUDINGTON | 1 0.06 52.74 LULING | 1 0.06 52.80 LUTCHER | 1 0.06 52.86 LUVERNE | 2 0.12 52.99 LYNCHBURG | 1 0.06 53.05 MACON | 2 0.12 53.18 MADISON | 5 0.31 53.49 MAMOU | 1 0.06 53.55 MANASSAS | 1 0.06 53.61 MANCHESTER | 2 0.12 53.74 MANDEVILLE | 1 0.06 53.80 MANHASSET | 1 0.06 53.86 MANSFIELD CENTER | 1 0.06 53.92 MARIETTA | 1 0.06 53.99 MARION | 3 0.19 54.17 MARKS | 1 0.06 54.23 MARQUETTE | 1 0.06 54.30 MARRERO | 1 0.06 54.36 MARSHALL | 2 0.12 54.48 MARSHFIELD | 1 0.06 54.55 MARTIN | 1 0.06 54.61 MARTINEZ | 1 0.06 54.67 MARTINSBURG | 1 0.06 54.73 MARTINSVILLE | 2 0.12 54.86 MARYVILLE | 2 0.12 54.98 MASON | 1 0.06 55.04 MASSILLON | 2 0.12 55.17 MATTOON | 1 0.06 55.23 MAUMEE | 1 0.06 55.29 MAUMELLE | 1 0.06 55.35 MCALESTER | 1 0.06 55.42 MCKEES ROCKS | 1 0.06 55.48 MCKINNEY | 1 0.06 55.54 MCMINNVILLE | 1 0.06 55.60 MEADOWBROOK | 1 0.06 55.67 MEDFORD | 1 0.06 55.73 MEDICAL LAKE | 1 0.06 55.79 MELBOURNE | 1 0.06 55.85 MELROSE | 1 0.06 55.92 MELROSE PARK | 2 0.12 56.04 MEMPHIS | 5 0.31 56.35 MENA | 1 0.06 56.41 MENDENHALL | 1 0.06 56.48 MENOMONEE FALLS | 1 0.06 56.54 MERIDEN | 1 0.06 56.60 MERIDIAN | 2 0.12 56.72 MERRILLVILLE | 1 0.06 56.79 MESA | 1 0.06 56.85 METAIRIE | 1 0.06 56.91 MEXIA | 1 0.06 56.97 MIAMI | 4 0.25 57.22 MIAMI BEACH | 1 0.06 57.29 MICHIGAN CITY | 1 0.06 57.35 MIDDLE POINT | 1 0.06 57.41 MIDDLEBURG HEIGHTS | 1 0.06 57.47 MIDDLETOWN | 3 0.19 57.66 MIDLAND | 2 0.12 57.78 MIDVALE | 1 0.06 57.85 MIDWEST CITY | 1 0.06 57.91 MILWAUKEE | 1 0.06 57.97 MINDEN | 1 0.06 58.03 MINNEAPOLIS | 2 0.12 58.16 MINOT | 1 0.06 58.22 MISSION VIEJO | 1 0.06 58.28 MISSOULA | 1 0.06 58.34 MOBERLY | 1 0.06 58.41 MOBILE | 2 0.12 58.53 MODESTO | 1 0.06 58.59 MONONGAHELA | 1 0.06 58.66 MONROE | 3 0.19 58.84 MONROEVILLE | 1 0.06 58.90 MONTCLAIR | 1 0.06 58.97 MONTEREY | 1 0.06 59.03 MONTGOMERY | 1 0.06 59.09 MOREHEAD | 1 0.06 59.15 MORGAN CITY | 1 0.06 59.22 MORGANTON | 1 0.06 59.28 MORGANTOWN | 1 0.06 59.34 MORRISTOWN | 2 0.12 59.46 MOULTRIE | 1 0.06 59.53 MOUNT HOLLY | 1 0.06 59.59 MOUNT KISCO | 1 0.06 59.65 MOUNT PLEASANT | 2 0.12 59.78 MOUNT VERNON | 1 0.06 59.84 MOUNTAIN HOME | 1 0.06 59.90 MOUNTAIN VIEW | 1 0.06 59.96 MT GRETNA | 1 0.06 60.02 MUNCIE | 1 0.06 60.09 MURFREESBORO | 1 0.06 60.15 MUSCLE SHOALS | 1 0.06 60.21 MUSKEGON | 1 0.06 60.27 MUSKOGEE | 1 0.06 60.34 NAPA | 1 0.06 60.40 NAPERVILLE | 1 0.06 60.46 NAPLES | 2 0.12 60.59 NASHUA | 1 0.06 60.65 NASHVILLE | 5 0.31 60.96 NATCHEZ | 1 0.06 61.02 NATCHITOCHES | 1 0.06 61.08 NATIONAL CITY | 1 0.06 61.15 NATRONA | 1 0.06 61.21 NEPTUNE | 1 0.06 61.27 NEVADA | 1 0.06 61.33 NEW BALTIMORE | 1 0.06 61.39 NEW BRITAIN | 1 0.06 61.46 NEW CANAAN | 1 0.06 61.52 NEW CASTLE | 3 0.19 61.71 NEW HAMPTON | 1 0.06 61.77 NEW HAVEN | 2 0.12 61.89 NEW HYDE PARK | 1 0.06 61.96 NEW IBERIA | 1 0.06 62.02 NEW LENOX | 1 0.06 62.08 NEW LONDON | 1 0.06 62.14 NEW ORLEANS | 6 0.37 62.52 NEW ULM | 1 0.06 62.58 NEW YORK | 13 0.81 63.39 NEWARK | 4 0.25 63.64 NEWBURGH | 1 0.06 63.70 NEWBURYPORT | 1 0.06 63.76 NEWPORT | 2 0.12 63.89 NEWPORT BEACH | 1 0.06 63.95 NEWTON | 5 0.31 64.26 NORFOLK | 1 0.06 64.32 NORMAN | 2 0.12 64.45 NORRISTOWN | 3 0.19 64.63 NORTH LAS VEGAS | 1 0.06 64.69 NORTH LITTLE ROCK | 1 0.06 64.76 NORTH PLATTE | 1 0.06 64.82 NORTH PROVIDENCE | 1 0.06 64.88 NORTH WARREN | 1 0.06 64.94 NORTHAMPTON | 1 0.06 65.01 NORTHFIELD | 1 0.06 65.07 NORTHRIDGE | 1 0.06 65.13 NORWALK | 2 0.12 65.26 NORWICH | 1 0.06 65.32 NORWOOD | 1 0.06 65.38 OAK LAWN | 1 0.06 65.44 OAK RIDGE | 1 0.06 65.50 OAKLAND | 2 0.12 65.63 OCALA | 2 0.12 65.75 OCEANSIDE | 2 0.12 65.88 OGDEN | 1 0.06 65.94 OGDENSBURG | 2 0.12 66.06 OKLAHOMA CITY | 3 0.19 66.25 OKMULGEE | 1 0.06 66.31 OLEAN | 1 0.06 66.38 OLIVE BRANCH | 1 0.06 66.44 OLLA | 1 0.06 66.50 OLNEY | 1 0.06 66.56 OLYMPIA | 1 0.06 66.63 OMAHA | 3 0.19 66.81 ONAMIA | 1 0.06 66.87 OPELOUSAS | 2 0.12 67.00 OPP | 1 0.06 67.06 ORANGE | 3 0.19 67.25 ORANGE PARK | 1 0.06 67.31 ORANGEBURG | 2 0.12 67.43 OREGON | 1 0.06 67.50 OREM | 1 0.06 67.56 ORLANDO | 5 0.31 67.87 ORO VALLEY | 1 0.06 67.93 OSAWATOMIE | 1 0.06 68.00 OSKALOOSA | 1 0.06 68.06 OSWEGO | 1 0.06 68.12 OTTAWA | 1 0.06 68.18 OWATONNA | 1 0.06 68.24 OWOSSO | 1 0.06 68.31 OZARK | 1 0.06 68.37 PALESTINE | 1 0.06 68.43 PALMER | 1 0.06 68.49 PALMERTON | 1 0.06 68.56 PALOS HEIGHTS | 1 0.06 68.62 PAMPA | 1 0.06 68.68 PANAMA CITY | 1 0.06 68.74 PARAMUS | 1 0.06 68.80 PARIS | 3 0.19 68.99 PARK RIDGE | 1 0.06 69.05 PARKERSBURG | 1 0.06 69.12 PARMA | 1 0.06 69.18 PASADENA | 3 0.19 69.36 PASCAGOULA | 1 0.06 69.43 PATCHOGUE | 1 0.06 69.49 PAW PAW | 1 0.06 69.55 PAYSON | 1 0.06 69.61 PEMBERTON | 1 0.06 69.68 PENN YAN | 1 0.06 69.74 PENSACOLA | 2 0.12 69.86 PEORIA | 2 0.12 69.99 PETERSBURG | 1 0.06 70.05 PHILADELPHIA | 14 0.87 70.92 PHILLIPSBURG | 1 0.06 70.98 PHOENIX | 7 0.44 71.42 PICAYUNE | 1 0.06 71.48 PINE BLUFF | 1 0.06 71.54 PINEHURST | 1 0.06 71.61 PINEVILLE | 1 0.06 71.67 PISCATAWAY | 1 0.06 71.73 PITTSBURGH | 3 0.19 71.92 PITTSFIELD | 1 0.06 71.98 PLAINSBORO | 1 0.06 72.04 PLAINVIEW | 1 0.06 72.10 PLANO | 1 0.06 72.17 PLANTATION | 1 0.06 72.23 PLATTEVILLE | 1 0.06 72.29 PLEASANTON | 1 0.06 72.35 PLYMOUTH | 2 0.12 72.48 POCAHONTAS | 1 0.06 72.54 POCASSET | 1 0.06 72.60 POCATELLO | 2 0.12 72.73 PONCE | 1 0.06 72.79 PONTIAC | 3 0.19 72.98 PORT ARTHUR | 1 0.06 73.04 PORT HURON | 1 0.06 73.10 PORT JEFFERSON | 1 0.06 73.16 PORT JERVIS | 1 0.06 73.23 PORT SAINT LUCIE | 2 0.12 73.35 PORTLAND | 7 0.44 73.79 PORTSMOUTH | 2 0.12 73.91 POTEAU | 1 0.06 73.97 POTTSTOWN | 1 0.06 74.03 POTTSVILLE | 1 0.06 74.10 POWAY | 1 0.06 74.16 PRENTISS | 1 0.06 74.22 PRESCOTT VALLEY | 1 0.06 74.28 PRESTONSBURG | 1 0.06 74.35 PRINCETON | 1 0.06 74.41 PROVIDENCE | 3 0.19 74.60 PROVO | 2 0.12 74.72 PUEBLO | 3 0.19 74.91 PULASKI | 1 0.06 74.97 PUNTA GORDA | 1 0.06 75.03 PURVIS | 1 0.06 75.09 PUTNAM | 1 0.06 75.16 QUAKERTOWN | 1 0.06 75.22 QUEENS VILLAGE | 1 0.06 75.28 QUINCY | 2 0.12 75.40 RACELAND | 1 0.06 75.47 RADCLIFF | 1 0.06 75.53 RALEIGH | 1 0.06 75.59 RAPID CITY | 1 0.06 75.65 RAYNE | 1 0.06 75.72 READING | 2 0.12 75.84 RED BANK | 1 0.06 75.90 REDLANDS | 2 0.12 76.03 RENO | 1 0.06 76.09 RESEDA | 1 0.06 76.15 RHINELANDER | 1 0.06 76.21 RICHARDSON | 1 0.06 76.28 RICHLAND | 1 0.06 76.34 RICHMOND | 7 0.44 76.77 RICHMOND HEIGHTS | 1 0.06 76.84 RIO PIEDRAS | 1 0.06 76.90 RIO RANCHO | 1 0.06 76.96 RIVERDALE | 1 0.06 77.02 RIVERSIDE | 1 0.06 77.09 ROANOKE | 1 0.06 77.15 ROANOKE RAPIDS | 1 0.06 77.21 ROBBINSDALE | 1 0.06 77.27 ROCHESTER | 8 0.50 77.77 ROCK HILL | 1 0.06 77.83 ROCKFORD | 2 0.12 77.96 ROCKLEDGE | 1 0.06 78.02 ROCKVILLE | 1 0.06 78.08 ROCKVILLE CENTRE | 1 0.06 78.14 ROGERS | 1 0.06 78.21 ROLLA | 1 0.06 78.27 ROLLING FORK | 1 0.06 78.33 ROME | 2 0.12 78.46 ROSEMEAD | 1 0.06 78.52 ROYAL OAK | 1 0.06 78.58 RULEVILLE | 1 0.06 78.64 RUSK | 1 0.06 78.70 RUSTON | 2 0.12 78.83 RUTHERFORDTON | 1 0.06 78.89 RUTLAND | 1 0.06 78.95 SACRAMENTO | 3 0.19 79.14 SAGINAW | 1 0.06 79.20 SAINT CHARLES | 2 0.12 79.33 SAINT JOSEPH | 2 0.12 79.45 SAINT LOUIS | 8 0.50 79.95 SAINT PAUL | 1 0.06 80.01 SAINT PETER | 1 0.06 80.07 SAINT SIMONS ISLAND | 1 0.06 80.14 SALEM | 3 0.19 80.32 SALINA | 1 0.06 80.39 SALINE | 1 0.06 80.45 SALISBURY | 1 0.06 80.51 SALT LAKE CITY | 7 0.44 80.95 SAN ANGELO | 1 0.06 81.01 SAN ANTONIO | 7 0.44 81.44 SAN BERNARDINO | 1 0.06 81.51 SAN DIEGO | 4 0.25 81.76 SAN FRANCISCO | 4 0.25 82.00 SAN GABRIEL | 1 0.06 82.07 SAN JOSE | 2 0.12 82.19 SAN MATEO | 1 0.06 82.25 SAN PEDRO | 1 0.06 82.32 SANTA ANA | 1 0.06 82.38 SANTA BARBARA | 1 0.06 82.44 SANTA CLARA | 1 0.06 82.50 SANTA FE | 1 0.06 82.57 SANTA TERESA | 1 0.06 82.63 SARANAC LAKE | 1 0.06 82.69 SARASOTA | 2 0.12 82.81 SARATOGA SPRINGS | 1 0.06 82.88 SAULT SAINTE MARIE | 1 0.06 82.94 SAVANNAH | 3 0.19 83.13 SAYRE | 1 0.06 83.19 SCOTTSBLUFF | 1 0.06 83.25 SCOTTSDALE | 1 0.06 83.31 SCRANTON | 2 0.12 83.44 SEARCY | 1 0.06 83.50 SEATTLE | 5 0.31 83.81 SEBRING | 1 0.06 83.87 SECAUCUS | 1 0.06 83.94 SENATOBIA | 1 0.06 84.00 SENECA | 1 0.06 84.06 SEWICKLEY | 1 0.06 84.12 SHARON | 1 0.06 84.18 SHAWNEE MISSION | 1 0.06 84.25 SHERMAN | 1 0.06 84.31 SHERMAN OAKS | 1 0.06 84.37 SHIPPENSBURG | 1 0.06 84.43 SHREVEPORT | 4 0.25 84.68 SIDNEY | 1 0.06 84.74 SIKESTON | 1 0.06 84.81 SILVER CITY | 1 0.06 84.87 SIOUX CITY | 1 0.06 84.93 SIOUX FALLS | 1 0.06 84.99 SLEEPY HOLLOW | 1 0.06 85.06 SMITHFIELD | 1 0.06 85.12 SMITHTOWN | 1 0.06 85.18 SMYRNA | 1 0.06 85.24 SNELLVILLE | 1 0.06 85.31 SOMERSET | 2 0.12 85.43 SOMERVILLE | 1 0.06 85.49 SOUTH ATTLEBORO | 1 0.06 85.55 SOUTH BEND | 1 0.06 85.62 SOUTH CHARLESTON | 1 0.06 85.68 SOUTHBRIDGE | 1 0.06 85.74 SOUTHFIELD | 1 0.06 85.80 SPARKS | 2 0.12 85.93 SPARTA | 1 0.06 85.99 SPARTANBURG | 1 0.06 86.05 SPENCER | 1 0.06 86.11 SPOKANE | 1 0.06 86.18 SPRINGFIELD | 9 0.56 86.74 SPRINGHILL | 1 0.06 86.80 ST GEORGE | 1 0.06 86.86 ST JOSEPH | 1 0.06 86.92 ST MARYS | 1 0.06 86.99 STAFFORD SPRINGS | 1 0.06 87.05 STAMFORD | 1 0.06 87.11 STANFORD | 1 0.06 87.17 STAPLES | 1 0.06 87.24 STATE COLLEGE | 1 0.06 87.30 STATEN ISLAND | 3 0.19 87.48 STATESVILLE | 1 0.06 87.55 STAUNTON | 1 0.06 87.61 STEUBENVILLE | 1 0.06 87.67 STILWELL | 1 0.06 87.73 STOCKTON | 1 0.06 87.80 STONEWALL | 1 0.06 87.86 STONY BROOK | 1 0.06 87.92 STORM LAKE | 1 0.06 87.98 STOUGHTON | 1 0.06 88.04 STREAMWOOD | 1 0.06 88.11 SUFFOLK | 1 0.06 88.17 SULLIVAN | 1 0.06 88.23 SUMMIT | 2 0.12 88.36 SUN CITY WEST | 1 0.06 88.42 SYKESVILLE | 1 0.06 88.48 SYLACAUGA | 1 0.06 88.54 SYLMAR | 1 0.06 88.61 SYLVANIA | 1 0.06 88.67 SYRACUSE | 2 0.12 88.79 TACOMA | 1 0.06 88.85 TAHLEQUAH | 1 0.06 88.92 TALLADEGA | 1 0.06 88.98 TALLAHASSEE | 2 0.12 89.10 TALLASSEE | 1 0.06 89.17 TAMARAC | 1 0.06 89.23 TAMPA | 3 0.19 89.41 TARZANA | 1 0.06 89.48 TAUNTON | 2 0.12 89.60 TAYLOR | 1 0.06 89.66 TEANECK | 1 0.06 89.73 TECUMSEH | 1 0.06 89.79 TEMPE | 1 0.06 89.85 TEMPLE | 1 0.06 89.91 TERRE HAUTE | 3 0.19 90.10 TERRELL | 1 0.06 90.16 TEXARKANA | 2 0.12 90.29 THIBODAUX | 1 0.06 90.35 THIEF RIVER FALLS | 1 0.06 90.41 THOMASVILLE | 2 0.12 90.54 TOLEDO | 3 0.19 90.72 TOMBALL | 1 0.06 90.78 TOMS RIVER | 1 0.06 90.85 TOPEKA | 1 0.06 90.91 TORRANCE | 3 0.19 91.10 TORRINGTON | 1 0.06 91.16 TRAVELERS REST | 1 0.06 91.22 TRAVERSE CITY | 1 0.06 91.28 TRENTON | 2 0.12 91.41 TRINITY | 1 0.06 91.47 TROY | 2 0.12 91.59 TUCSON | 3 0.19 91.78 TUKWILA | 1 0.06 91.84 TULSA | 3 0.19 92.03 TUPELO | 2 0.12 92.15 TUSCALOOSA | 3 0.19 92.34 TWIN FALLS | 1 0.06 92.40 UNION CITY | 1 0.06 92.47 UNION SPRINGS | 1 0.06 92.53 UNIONVILLE | 1 0.06 92.59 UPLAND | 1 0.06 92.65 UTICA | 2 0.12 92.78 VALDOSTA | 1 0.06 92.84 VALENCIA | 1 0.06 92.90 VALHALLA | 1 0.06 92.96 VALLEJO | 1 0.06 93.03 VALLEY STREAM | 1 0.06 93.09 VALPARAISO | 1 0.06 93.15 VENTURA | 2 0.12 93.28 VERNON | 1 0.06 93.34 VERO BEACH | 1 0.06 93.40 VICKSBURG | 1 0.06 93.46 VICTORIA | 1 0.06 93.52 VILLA RICA | 1 0.06 93.59 VINCENNES | 1 0.06 93.65 VINELAND | 1 0.06 93.71 VINITA | 1 0.06 93.77 VIRGINIA BEACH | 2 0.12 93.90 VISALIA | 1 0.06 93.96 W CONCORD | 1 0.06 94.02 WACO | 1 0.06 94.08 WACONIA | 1 0.06 94.15 WAHIAWA | 1 0.06 94.21 WALLINGFORD | 1 0.06 94.27 WALTERBORO | 1 0.06 94.33 WALTHAM | 1 0.06 94.40 WARM SPRINGS | 1 0.06 94.46 WARREN | 5 0.31 94.77 WARSAW | 2 0.12 94.89 WASHINGTON | 10 0.62 95.52 WATERBURY | 2 0.12 95.64 WATERTOWN | 1 0.06 95.70 WAUKEGAN | 1 0.06 95.77 WAUKESHA | 2 0.12 95.89 WAUSAU | 1 0.06 95.95 WAUSEON | 1 0.06 96.01 WAUWATOSA | 1 0.06 96.08 WAYCROSS | 1 0.06 96.14 WAYNESBURG | 1 0.06 96.20 WEBSTER | 1 0.06 96.26 WELLINGTON | 1 0.06 96.33 WELLSBORO | 1 0.06 96.39 WERNERSVILLE | 1 0.06 96.45 WESLEY CHAPEL | 1 0.06 96.51 WEST BRENTWOOD | 1 0.06 96.58 WEST CHESTER | 1 0.06 96.64 WEST COLUMBIA | 1 0.06 96.70 WEST HARTFORD | 1 0.06 96.76 WEST JORDAN | 1 0.06 96.82 WEST LAFAYETTE | 1 0.06 96.89 WEST MONROE | 1 0.06 96.95 WEST PALM BEACH | 3 0.19 97.14 WESTAMPTON | 1 0.06 97.20 WESTBROOK | 1 0.06 97.26 WESTFIELD | 1 0.06 97.32 WESTLAND | 1 0.06 97.38 WESTON | 1 0.06 97.45 WESTWOOD | 1 0.06 97.51 WHARTON | 1 0.06 97.57 WHEAT RIDGE | 1 0.06 97.63 WHEELING | 1 0.06 97.70 WHITFIELD | 1 0.06 97.76 WICHITA | 1 0.06 97.82 WICHITA FALLS | 2 0.12 97.95 WILLIAMSBURG | 2 0.12 98.07 WILLIAMSPORT | 1 0.06 98.13 WILLINGBORO | 1 0.06 98.19 WILLMAR | 1 0.06 98.26 WILLOUGHBY | 1 0.06 98.32 WILMINGTON | 2 0.12 98.44 WINCHESTER | 2 0.12 98.57 WINDSOR | 1 0.06 98.63 WINFIELD | 2 0.12 98.75 WINNEBAGO | 1 0.06 98.82 WINONA | 1 0.06 98.88 WINSTON SALEM | 1 0.06 98.94 WINSTON-SALEM | 2 0.12 99.07 WOODBURY | 2 0.12 99.19 WOODLAND | 1 0.06 99.25 WOODSTOCK | 1 0.06 99.32 WOONSOCKET | 1 0.06 99.38 WORCESTER | 3 0.19 99.56 WYANDOTTE | 1 0.06 99.63 WYCKOFF | 1 0.06 99.69 YAKIMA | 1 0.06 99.75 YANKTON | 1 0.06 99.81 YONKERS | 1 0.06 99.88 YORK | 1 0.06 99.94 YOUNGSTOWN | 1 0.06 100.00 --------------------+----------------------------------- Total | 1,606 100.00 by Jean Roth , jroth@nber.org , 15 Nov 2016