Frequencies for city variable in hospital_quarterly_ipfqr_measures_hospital dat City | Freq. Percent Cum. --------------------+----------------------------------- ABBEVILLE | 1 0.06 0.06 ABERDEEN | 2 0.12 0.18 ABILENE | 3 0.18 0.37 ABINGTON | 1 0.06 0.43 ADA | 2 0.12 0.55 ADEL | 1 0.06 0.61 AHOSKIE | 1 0.06 0.68 AIBONITO | 1 0.06 0.74 AIKEN | 1 0.06 0.80 AKRON | 2 0.12 0.92 ALABASTER | 1 0.06 0.98 ALAMOGORDO | 1 0.06 1.04 ALBANY | 3 0.18 1.23 ALBEMARLE | 1 0.06 1.29 ALBERT LEA | 1 0.06 1.35 ALBUQUERQUE | 4 0.25 1.60 ALEXANDRIA | 5 0.31 1.91 ALICE | 1 0.06 1.97 ALLENTOWN | 2 0.12 2.09 ALLIANCE | 1 0.06 2.15 ALMA | 1 0.06 2.21 ALPENA | 1 0.06 2.27 ALTON | 2 0.12 2.40 AMARILLO | 1 0.06 2.46 AMBLER | 1 0.06 2.52 AMERY | 1 0.06 2.58 AMES | 1 0.06 2.64 AMITYVILLE | 2 0.12 2.77 AMSTERDAM | 1 0.06 2.83 ANAHEIM | 2 0.12 2.95 ANCHORAGE | 2 0.12 3.07 ANDERSON | 2 0.12 3.20 ANN ARBOR | 2 0.12 3.32 ANNA | 1 0.06 3.38 ANNANDALE | 1 0.06 3.44 ANNISTON | 1 0.06 3.50 ANOKA | 1 0.06 3.56 ARANSAS PASS | 1 0.06 3.63 ARDMORE | 1 0.06 3.69 ARLINGTON | 3 0.18 3.87 ARLINGTON HEIGHTS | 1 0.06 3.93 ARTESIA | 1 0.06 4.00 ASHEVILLE | 1 0.06 4.06 ASHLAND | 2 0.12 4.18 ASHTABULA | 1 0.06 4.24 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 0.18 4.92 AUBURN HILLS | 1 0.06 4.98 AUGUSTA | 2 0.12 5.10 AURORA | 2 0.12 5.22 AUSTIN | 6 0.37 5.59 AVENTURA | 1 0.06 5.65 AYER | 1 0.06 5.72 BAKERSFIELD | 1 0.06 5.78 BALTIMORE | 1 0.06 5.84 BANGOR | 2 0.12 5.96 BARBERTON | 1 0.06 6.02 BARLING | 1 0.06 6.08 BARRE | 1 0.06 6.15 BARTLESVILLE | 1 0.06 6.21 BASTROP | 1 0.06 6.27 BATESVILLE | 2 0.12 6.39 BATON ROUGE | 6 0.37 6.76 BATTLE CREEK | 1 0.06 6.82 BAXLEY | 1 0.06 6.88 BAXTER | 1 0.06 6.95 BAY CITY | 2 0.12 7.07 BAY MINETTE | 1 0.06 7.13 BAY SHORE | 1 0.06 7.19 BAYONNE | 1 0.06 7.25 BAYTOWN | 1 0.06 7.31 BEAUFORT | 1 0.06 7.38 BEAUMONT | 1 0.06 7.44 BEAVER | 1 0.06 7.50 BECKLEY | 1 0.06 7.56 BEDFORD | 1 0.06 7.62 BELLE MEAD | 2 0.12 7.74 BELLEVILLE | 1 0.06 7.81 BELLEVUE | 1 0.06 7.87 BELLINGHAM | 1 0.06 7.93 BELMONT | 1 0.06 7.99 BELOIT | 1 0.06 8.05 BELTON | 1 0.06 8.11 BEMIDJI | 2 0.12 8.24 BEND | 1 0.06 8.30 BENTON | 2 0.12 8.42 BERKELEY | 1 0.06 8.48 BERKELEY HEIGHTS | 1 0.06 8.54 BERLIN | 1 0.06 8.60 BERWICK | 1 0.06 8.67 BERWYN | 1 0.06 8.73 BESSEMER | 1 0.06 8.79 BETHLEHEM | 1 0.06 8.85 BEVERLY | 1 0.06 8.91 BIDDEFORD | 1 0.06 8.97 BIG SPRING | 1 0.06 9.04 BILOXI | 1 0.06 9.10 BINGHAMTON | 1 0.06 9.16 BIRMINGHAM | 6 0.37 9.53 BISMARCK | 2 0.12 9.65 BLACK MOUNTAIN | 1 0.06 9.71 BLACKFOOT | 1 0.06 9.77 BLACKWOOD | 1 0.06 9.83 BLAKELY | 1 0.06 9.90 BLOOMINGTON | 1 0.06 9.96 BLOOMSBURG | 1 0.06 10.02 BLUE ISLAND | 1 0.06 10.08 BO BALLAJA | 1 0.06 10.14 BOGALUSA | 1 0.06 10.20 BOISE | 2 0.12 10.33 BOLIVAR | 2 0.12 10.45 BOONEVILLE | 1 0.06 10.51 BOONVILLE | 1 0.06 10.57 BOSSIER CITY | 1 0.06 10.63 BOSTON | 7 0.43 11.06 BOULDER | 1 0.06 11.12 BOULDER CITY | 1 0.06 11.19 BOUNTIFUL | 1 0.06 11.25 BOWLING GREEN | 2 0.12 11.37 BRADENTON | 1 0.06 11.43 BRAINERD | 1 0.06 11.49 BRANDON | 2 0.12 11.62 BRATTLEBORO | 1 0.06 11.68 BREAUX BRIDGE | 1 0.06 11.74 BREMEN | 1 0.06 11.80 BRIDGEPORT | 3 0.18 11.99 BRIDGETON | 1 0.06 12.05 BRIGHTON | 1 0.06 12.11 BRISTOL | 3 0.18 12.29 BROCKTON | 2 0.12 12.42 BRONX | 7 0.43 12.85 BROOKLINE | 2 0.12 12.97 BROOKLYN | 10 0.61 13.58 BROOKSVILLE | 1 0.06 13.64 BROOKVILLE | 1 0.06 13.71 BROUSSARD | 1 0.06 13.77 BROWNSVILLE | 1 0.06 13.83 BROWNWOOD | 1 0.06 13.89 BRYN MAWR | 1 0.06 13.95 BUFFALO | 3 0.18 14.14 BURLINGAME | 1 0.06 14.20 BURLINGTON | 1 0.06 14.26 BUTLER | 1 0.06 14.32 BUTNER | 2 0.12 14.44 CAMBRIDGE | 5 0.31 14.75 CAMERON | 1 0.06 14.81 CAMP HILL | 1 0.06 14.87 CANTON | 1 0.06 14.94 CAPE GIRARDEAU | 1 0.06 15.00 CARMEL | 1 0.06 15.06 CARO | 1 0.06 15.12 CARROLL | 1 0.06 15.18 CARROLLTON | 2 0.12 15.30 CARSON CITY | 1 0.06 15.37 CARTHAGE | 1 0.06 15.43 CASPER | 1 0.06 15.49 CATONSVILLE | 1 0.06 15.55 CEDAR FALLS | 1 0.06 15.61 CEDAR GROVE | 1 0.06 15.67 CEDAR RAPIDS | 2 0.12 15.80 CENTRALIA | 1 0.06 15.86 CENTRE HALL | 1 0.06 15.92 CERRITOS | 1 0.06 15.98 CHAMBERSBURG | 1 0.06 16.04 CHAMPAIGN | 1 0.06 16.10 CHANDLER | 1 0.06 16.16 CHAPEL HILL | 1 0.06 16.23 CHARDON | 1 0.06 16.29 CHARLESTON | 5 0.31 16.59 CHARLOTTE | 2 0.12 16.72 CHARLOTTESVILLE | 1 0.06 16.78 CHATTANOOGA | 3 0.18 16.96 CHELSEA | 1 0.06 17.03 CHEROKEE | 1 0.06 17.09 CHEYENNE | 1 0.06 17.15 CHICAGO | 16 0.98 18.13 CHINO | 1 0.06 18.19 CHRISTIANSBURG | 1 0.06 18.25 CHURCH POINT | 1 0.06 18.32 CIDRA | 1 0.06 18.38 CINCINNATI | 4 0.25 18.62 CLAREMORE | 1 0.06 18.68 CLARION | 1 0.06 18.75 CLARKS SUMMIT | 1 0.06 18.81 CLARKSBURG | 1 0.06 18.87 CLARKSVILLE | 2 0.12 18.99 CLEARFIELD | 1 0.06 19.05 CLEARWATER | 2 0.12 19.18 CLEVELAND | 5 0.31 19.48 CLIFTON SPRINGS | 1 0.06 19.55 CLINTON | 1 0.06 19.61 CLINTON TOWNSHIP | 1 0.06 19.67 CLYDE | 1 0.06 19.73 COATESVILLE | 1 0.06 19.79 COLDWATER | 1 0.06 19.85 COLLEGE PARK | 1 0.06 19.91 COLLEGE STATION | 1 0.06 19.98 COLORADO SPRINGS | 2 0.12 20.10 COLTON | 1 0.06 20.16 COLUMBIA | 7 0.43 20.59 COLUMBUS | 10 0.61 21.20 COMMERCE | 1 0.06 21.27 CONCORD | 5 0.31 21.57 CONNERSVILLE | 1 0.06 21.63 CONROE | 1 0.06 21.70 CONWAY | 2 0.12 21.82 COOKEVILLE | 1 0.06 21.88 COOPERSTOWN | 1 0.06 21.94 CORINTH | 1 0.06 22.00 CORONA | 1 0.06 22.07 CORPUS CHRISTI | 2 0.12 22.19 CORTLAND | 1 0.06 22.25 CORVALLIS | 1 0.06 22.31 COTTONWOOD | 1 0.06 22.37 COUDERSPORT | 1 0.06 22.43 COVINA | 1 0.06 22.50 COVINGTON | 2 0.12 22.62 CRAWFORDSVILLE | 1 0.06 22.68 CROSSETT | 1 0.06 22.74 CROWLEY | 1 0.06 22.80 CRYSTAL CITY | 1 0.06 22.86 CULLMAN | 1 0.06 22.93 CUMBERLAND | 1 0.06 22.99 CUSHING | 1 0.06 23.05 CYPRESS | 1 0.06 23.11 DAHLONEGA | 1 0.06 23.17 DALLAS | 5 0.31 23.48 DALTON | 1 0.06 23.54 DANBURY | 1 0.06 23.60 DANVILLE | 5 0.31 23.91 DAPHNE | 1 0.06 23.97 DARBY | 1 0.06 24.03 DARLINGTON | 1 0.06 24.09 DAVENPORT | 1 0.06 24.15 DAYTON | 4 0.25 24.40 DAYTONA BEACH | 1 0.06 24.46 DE SOTO | 1 0.06 24.52 DECATUR | 6 0.37 24.89 DEFIANCE | 1 0.06 24.95 DELAND | 1 0.06 25.02 DELRAY BEACH | 1 0.06 25.08 DEMOPOLIS | 1 0.06 25.14 DENISON | 1 0.06 25.20 DENNISON | 1 0.06 25.26 DENTON | 2 0.12 25.38 DENVER | 3 0.18 25.57 DENVILLE | 1 0.06 25.63 DEQUINCY | 1 0.06 25.69 DERBY | 1 0.06 25.75 DERIDDER | 1 0.06 25.81 DES MOINES | 2 0.12 25.94 DESOTO | 1 0.06 26.00 DETROIT | 5 0.31 26.31 DIXON | 1 0.06 26.37 DOVER | 1 0.06 26.43 DOWNERS GROVE | 1 0.06 26.49 DOYLESTOWN | 1 0.06 26.55 DUBLIN | 1 0.06 26.61 DUBUQUE | 1 0.06 26.67 DUNCAN | 1 0.06 26.74 DURHAM | 2 0.12 26.86 EAGLEVILLE | 1 0.06 26.92 EAST LIVERPOOL | 1 0.06 26.98 EAST MEADOW | 1 0.06 27.04 EAST ORANGE | 1 0.06 27.11 EAST PROVIDENCE | 1 0.06 27.17 EAST STROUDSBURG | 1 0.06 27.23 EASTMAN | 1 0.06 27.29 EDGEWOOD | 1 0.06 27.35 EDINA | 1 0.06 27.41 EDINBURG | 2 0.12 27.54 EL PASO | 3 0.18 27.72 ELGIN | 1 0.06 27.78 ELIZABETH | 1 0.06 27.84 ELIZABETHTON | 1 0.06 27.90 ELIZABETHTOWN | 1 0.06 27.97 ELK CITY | 1 0.06 28.03 ELK GROVE VILLAGE | 1 0.06 28.09 ELKO | 1 0.06 28.15 ELLWOOD CITY | 1 0.06 28.21 ELMHURST | 1 0.06 28.27 ELMIRA | 2 0.12 28.40 EMPORIA | 1 0.06 28.46 ENCINO | 1 0.06 28.52 ENGLEWOOD | 1 0.06 28.58 ENID | 1 0.06 28.64 EPHRATA | 1 0.06 28.70 ERIE | 1 0.06 28.76 ERWIN | 1 0.06 28.83 ESCONDIDO | 1 0.06 28.89 EUCLID | 1 0.06 28.95 EUFAULA | 1 0.06 29.01 EUGENE | 1 0.06 29.07 EVANSTON | 2 0.12 29.19 EVANSVILLE | 3 0.18 29.38 EVERGREEN PARK | 1 0.06 29.44 EWA BEACH | 1 0.06 29.50 FAIRMONT | 1 0.06 29.56 FALL RIVER | 3 0.18 29.75 FALLS CHURCH | 3 0.18 29.93 FAR ROCKAWAY | 1 0.06 29.99 FARGO | 2 0.12 30.12 FARMINGTON | 4 0.25 30.36 FARMINGTON HILLS | 1 0.06 30.42 FAYETTE | 1 0.06 30.49 FAYETTEVILLE | 3 0.18 30.67 FERGUS FALLS | 2 0.12 30.79 FERNDALE | 1 0.06 30.85 FINDLAY | 1 0.06 30.92 FISHERSVILLE | 1 0.06 30.98 FLAGSTAFF | 2 0.12 31.10 FLEMINGTON | 1 0.06 31.16 FLINT | 2 0.12 31.28 FLOWOOD | 1 0.06 31.35 FLUSHING | 1 0.06 31.41 FOND DU LAC | 2 0.12 31.53 FOREST | 1 0.06 31.59 FOREST PARK | 1 0.06 31.65 FORREST CITY | 1 0.06 31.71 FORT COLLINS | 1 0.06 31.78 FORT KENT | 1 0.06 31.84 FORT LAUDERDALE | 4 0.25 32.08 FORT MORGAN | 1 0.06 32.15 FORT MYERS | 1 0.06 32.21 FORT PAYNE | 1 0.06 32.27 FORT PIERCE | 1 0.06 32.33 FORT SMITH | 1 0.06 32.39 FORT SUPPLY | 1 0.06 32.45 FORT WALTON BEACH | 1 0.06 32.51 FORT WASHINGTON | 1 0.06 32.58 FORT WAYNE | 3 0.18 32.76 FORT WORTH | 3 0.18 32.94 FRAMINGHAM | 1 0.06 33.01 FRANKLIN | 3 0.18 33.19 FREDERICKSBURG | 1 0.06 33.25 FREDONIA | 1 0.06 33.31 FREEHOLD | 1 0.06 33.37 FREMONT | 1 0.06 33.44 FRIDLEY | 1 0.06 33.50 FRISCO | 1 0.06 33.56 FULTON | 2 0.12 33.68 GADSDEN | 3 0.18 33.87 GAINESVILLE | 3 0.18 34.05 GALESBURG | 1 0.06 34.11 GALLATIN | 1 0.06 34.17 GALLIPOLIS | 1 0.06 34.23 GARDEN CITY | 1 0.06 34.30 GARDNER | 1 0.06 34.36 GARFIELD HEIGHTS | 1 0.06 34.42 GARNER | 1 0.06 34.48 GARY | 1 0.06 34.54 GENEVA | 1 0.06 34.60 GEORGETOWN | 2 0.12 34.73 GILLETTE | 1 0.06 34.79 GIRARD | 1 0.06 34.85 GLENDALE | 4 0.25 35.10 GLENDALE HEIGHTS | 1 0.06 35.16 GLENDORA | 1 0.06 35.22 GLENS FALLS | 1 0.06 35.28 GOLDSBORO | 1 0.06 35.34 GONZALES | 1 0.06 35.40 GOSHEN | 1 0.06 35.46 GOWANDA | 1 0.06 35.53 GRAND FORKS | 2 0.12 35.65 GRAND JUNCTION | 1 0.06 35.71 GRAND RAPIDS | 3 0.18 35.89 GRANITE CITY | 1 0.06 35.96 GREAT FALLS | 1 0.06 36.02 GREEN BAY | 1 0.06 36.08 GREENBRAE | 1 0.06 36.14 GREENEVILLE | 1 0.06 36.20 GREENFIELD | 1 0.06 36.26 GREENPORT | 1 0.06 36.32 GREENSBORO | 1 0.06 36.39 GREENVILLE | 8 0.49 36.88 GREENWOOD | 3 0.18 37.06 GREER | 1 0.06 37.12 GRENADA | 1 0.06 37.19 GREYSTONE PARK | 1 0.06 37.25 GROVE HILL | 1 0.06 37.31 GULFPORT | 1 0.06 37.37 HACKENSACK | 1 0.06 37.43 HAGERSTOWN | 1 0.06 37.49 HALEYVILLE | 1 0.06 37.55 HAMILTON | 1 0.06 37.62 HAMMOND | 1 0.06 37.68 HAMMONTON | 1 0.06 37.74 HAMPSTEAD | 1 0.06 37.80 HAMPTON | 1 0.06 37.86 HARLAN | 1 0.06 37.92 HARLINGEN | 1 0.06 37.98 HARRIS | 1 0.06 38.05 HARRISBURG | 2 0.12 38.17 HARRISON | 1 0.06 38.23 HARRISONVILLE | 1 0.06 38.29 HARTFORD | 2 0.12 38.41 HARVEY | 1 0.06 38.48 HASTINGS | 2 0.12 38.60 HATO REY | 1 0.06 38.66 HAVERHILL | 1 0.06 38.72 HAYTI | 1 0.06 38.78 HAZARD | 1 0.06 38.84 HELENA | 2 0.12 38.97 HENDERSON | 1 0.06 39.03 HENDERSONVILLE | 1 0.06 39.09 HENRYETTA | 1 0.06 39.15 HIALEAH | 2 0.12 39.27 HICKORY | 2 0.12 39.40 HILLSBORO | 2 0.12 39.52 HILLSDALE | 1 0.06 39.58 HINES | 1 0.06 39.64 HINSDALE | 1 0.06 39.70 HOBBS | 1 0.06 39.77 HOBOKEN | 1 0.06 39.83 HOFFMAN ESTATES | 1 0.06 39.89 HOLLAND | 1 0.06 39.95 HOLLY SPRINGS | 1 0.06 40.01 HOLLYWOOD | 2 0.12 40.14 HOLYOKE | 1 0.06 40.20 HOMER | 1 0.06 40.26 HOPE | 1 0.06 40.32 HOPEWELL | 1 0.06 40.38 HOPKINSVILLE | 2 0.12 40.50 HOT SPRINGS | 3 0.18 40.69 HOUMA | 2 0.12 40.81 HOUSTON | 10 0.61 41.43 HUDSON | 1 0.06 41.49 HUNTINGDON | 2 0.12 41.61 HUNTINGTON | 4 0.25 41.86 HUNTINGTON BEACH | 1 0.06 41.92 HUNTSVILLE | 2 0.12 42.04 HUTCHINSON | 2 0.12 42.16 HYANNIS | 1 0.06 42.22 IDABEL | 1 0.06 42.29 IDAHO FALLS | 1 0.06 42.35 INDEPENDENCE | 1 0.06 42.41 INDIANA | 1 0.06 42.47 INDIANAPOLIS | 6 0.37 42.84 IOWA CITY | 1 0.06 42.90 IRVING | 1 0.06 42.96 ITHACA | 1 0.06 43.02 JACKSON | 5 0.31 43.33 JACKSONVILLE | 7 0.43 43.76 JAMAICA | 2 0.12 43.88 JAMESTOWN | 3 0.18 44.07 JANESVILLE | 1 0.06 44.13 JASPER | 2 0.12 44.25 JEFFERSONVILLE | 2 0.12 44.38 JENNINGS | 2 0.12 44.50 JERSEY CITY | 1 0.06 44.56 JOHNSON CITY | 2 0.12 44.68 JOHNSTOWN | 1 0.06 44.74 JONESBORO | 1 0.06 44.81 JOPLIN | 1 0.06 44.87 JUNEAU | 1 0.06 44.93 KALAMAZOO | 2 0.12 45.05 KANSAS CITY | 6 0.37 45.42 KAPAA | 1 0.06 45.48 KAPLAN | 1 0.06 45.54 KATONAH | 1 0.06 45.61 KEALAKEKUA | 1 0.06 45.67 KEARNEY | 1 0.06 45.73 KEENE | 1 0.06 45.79 KENANSVILLE | 1 0.06 45.85 KENNER | 1 0.06 45.91 KENNETT | 1 0.06 45.97 KENTWOOD | 1 0.06 46.04 KERRVILLE | 1 0.06 46.10 KEY WEST | 1 0.06 46.16 KILGORE | 1 0.06 46.22 KILMARNOCK | 1 0.06 46.28 KINDER | 1 0.06 46.34 KINGS MOUNTAIN | 1 0.06 46.40 KINGSTON | 2 0.12 46.53 KINGWOOD | 1 0.06 46.59 KINSLEY | 1 0.06 46.65 KIRKLAND | 1 0.06 46.71 KISSIMMEE | 1 0.06 46.77 KNOXVILLE | 2 0.12 46.90 LA FOLLETTE | 1 0.06 46.96 LA MESA | 2 0.12 47.08 LA PALMA | 1 0.06 47.14 LACOMBE | 1 0.06 47.20 LACONIA | 1 0.06 47.26 LAFAYETTE | 4 0.25 47.51 LAKE CHARLES | 3 0.18 47.70 LAKE WALES | 1 0.06 47.76 LAKELAND | 1 0.06 47.82 LAKESIDE | 1 0.06 47.88 LAKEWOOD | 1 0.06 47.94 LANCASTER | 3 0.18 48.13 LANSING | 2 0.12 48.25 LAPEER | 1 0.06 48.31 LARAMIE | 1 0.06 48.37 LARGO | 1 0.06 48.43 LARNED | 1 0.06 48.49 LAS CRUCES | 1 0.06 48.56 LAS VEGAS | 7 0.43 48.99 LAWRENCEBURG | 1 0.06 49.05 LAWRENCEVILLE | 1 0.06 49.11 LAWTON | 3 0.18 49.29 LAYTON | 1 0.06 49.35 LEAVENWORTH | 1 0.06 49.42 LEBANON | 4 0.25 49.66 LEESBURG | 2 0.12 49.78 LELAND | 1 0.06 49.85 LEWISTON | 2 0.12 49.97 LEWISTOWN | 1 0.06 50.03 LEXINGTON | 3 0.18 50.22 LIMA | 1 0.06 50.28 LINCOLN | 2 0.12 50.40 LINDEN | 1 0.06 50.46 LINVILLE | 1 0.06 50.52 LITCHFIELD | 1 0.06 50.58 LITTLE ROCK | 2 0.12 50.71 LITTLETON | 1 0.06 50.77 LIVINGSTON | 1 0.06 50.83 LIVONIA | 1 0.06 50.89 LOGAN | 2 0.12 51.01 LOGANSPORT | 1 0.06 51.08 LONG BEACH | 2 0.12 51.20 LONG BRANCH | 1 0.06 51.26 LONGVIEW | 2 0.12 51.38 LOS ALAMITOS | 1 0.06 51.44 LOS ANGELES | 2 0.12 51.57 LOUISA | 1 0.06 51.63 LOUISBURG | 1 0.06 51.69 LOUISVILLE | 6 0.37 52.06 LOW MOOR | 1 0.06 52.12 LUBBOCK | 3 0.18 52.30 LUDINGTON | 1 0.06 52.37 LUFKIN | 1 0.06 52.43 LULING | 1 0.06 52.49 LUTCHER | 1 0.06 52.55 LUVERNE | 2 0.12 52.67 LYNCHBURG | 1 0.06 52.74 MACON | 3 0.18 52.92 MADISON | 5 0.31 53.23 MAMOU | 1 0.06 53.29 MANASSAS | 1 0.06 53.35 MANCHESTER | 2 0.12 53.47 MANDEVILLE | 1 0.06 53.53 MANHASSET | 1 0.06 53.60 MANSFIELD CENTER | 1 0.06 53.66 MARIETTA | 1 0.06 53.72 MARION | 3 0.18 53.90 MARQUETTE | 1 0.06 53.96 MARRERO | 1 0.06 54.03 MARSHALL | 2 0.12 54.15 MARSHFIELD | 1 0.06 54.21 MARTIN | 1 0.06 54.27 MARTINEZ | 1 0.06 54.33 MARTINSBURG | 1 0.06 54.39 MARTINSVILLE | 1 0.06 54.46 MARYVILLE | 2 0.12 54.58 MASON | 1 0.06 54.64 MASSILLON | 2 0.12 54.76 MATTOON | 1 0.06 54.82 MAUMEE | 1 0.06 54.89 MAUMELLE | 1 0.06 54.95 MAYFIELD | 1 0.06 55.01 MCALESTER | 1 0.06 55.07 MCKEES ROCKS | 1 0.06 55.13 MCKINNEY | 1 0.06 55.19 MCMINNVILLE | 1 0.06 55.26 MEADOWBROOK | 1 0.06 55.32 MEDFORD | 1 0.06 55.38 MEDICAL LAKE | 1 0.06 55.44 MELBOURNE | 1 0.06 55.50 MELROSE | 1 0.06 55.56 MELROSE PARK | 2 0.12 55.69 MEMPHIS | 5 0.31 55.99 MENA | 1 0.06 56.05 MENDENHALL | 1 0.06 56.12 MENOMONEE FALLS | 1 0.06 56.18 MERIDEN | 1 0.06 56.24 MERIDIAN | 2 0.12 56.36 MERRILLVILLE | 1 0.06 56.42 MESA | 1 0.06 56.48 METAIRIE | 1 0.06 56.55 METHUEN | 1 0.06 56.61 MEXIA | 1 0.06 56.67 MIAMI | 3 0.18 56.85 MIAMI BEACH | 1 0.06 56.91 MICHIGAN CITY | 1 0.06 56.98 MIDDLE POINT | 1 0.06 57.04 MIDDLEBURG HEIGHTS | 1 0.06 57.10 MIDDLETOWN | 3 0.18 57.28 MIDLAND | 2 0.12 57.41 MIDVALE | 1 0.06 57.47 MIDWEST CITY | 1 0.06 57.53 MILTON | 1 0.06 57.59 MILWAUKEE | 1 0.06 57.65 MINDEN | 1 0.06 57.71 MINNEAPOLIS | 2 0.12 57.84 MINOT | 1 0.06 57.90 MISHAWAKA | 1 0.06 57.96 MISSION VIEJO | 1 0.06 58.02 MISSOULA | 1 0.06 58.08 MOBERLY | 1 0.06 58.14 MOBILE | 2 0.12 58.27 MODESTO | 1 0.06 58.33 MONONGAHELA | 1 0.06 58.39 MONROE | 3 0.18 58.57 MONROEVILLE | 1 0.06 58.64 MONTCLAIR | 1 0.06 58.70 MONTEREY | 1 0.06 58.76 MONTEZUMA | 1 0.06 58.82 MONTGOMERY | 1 0.06 58.88 MOREHEAD | 1 0.06 58.94 MORGAN CITY | 1 0.06 59.00 MORGANTON | 1 0.06 59.07 MORGANTOWN | 1 0.06 59.13 MORRISTOWN | 2 0.12 59.25 MOULTRIE | 1 0.06 59.31 MOUNT HOLLY | 1 0.06 59.37 MOUNT KISCO | 1 0.06 59.43 MOUNT PLEASANT | 1 0.06 59.50 MOUNT VERNON | 1 0.06 59.56 MOUNTAIN HOME | 1 0.06 59.62 MOUNTAIN VIEW | 1 0.06 59.68 MT GRETNA | 1 0.06 59.74 MUNCIE | 1 0.06 59.80 MURFREESBORO | 1 0.06 59.86 MUSCLE SHOALS | 1 0.06 59.93 MUSKEGON | 1 0.06 59.99 MUSKOGEE | 1 0.06 60.05 NAPA | 1 0.06 60.11 NAPERVILLE | 1 0.06 60.17 NAPLES | 2 0.12 60.30 NASHUA | 1 0.06 60.36 NASHVILLE | 6 0.37 60.73 NATCHEZ | 1 0.06 60.79 NATCHITOCHES | 1 0.06 60.85 NATIONAL CITY | 1 0.06 60.91 NATRONA | 1 0.06 60.97 NEPTUNE | 1 0.06 61.03 NEVADA | 1 0.06 61.09 NEW BALTIMORE | 1 0.06 61.16 NEW BRITAIN | 1 0.06 61.22 NEW CANAAN | 1 0.06 61.28 NEW CASTLE | 3 0.18 61.46 NEW HAMPTON | 1 0.06 61.52 NEW HAVEN | 2 0.12 61.65 NEW HYDE PARK | 1 0.06 61.71 NEW IBERIA | 1 0.06 61.77 NEW LENOX | 1 0.06 61.83 NEW LONDON | 1 0.06 61.89 NEW ORLEANS | 6 0.37 62.26 NEW ULM | 1 0.06 62.32 NEW YORK | 13 0.80 63.12 NEWARK | 4 0.25 63.37 NEWBURGH | 1 0.06 63.43 NEWBURYPORT | 1 0.06 63.49 NEWPORT | 2 0.12 63.61 NEWPORT BEACH | 1 0.06 63.68 NEWTON | 5 0.31 63.98 NORFOLK | 1 0.06 64.04 NORMAN | 2 0.12 64.17 NORRISTOWN | 3 0.18 64.35 NORTH KANSAS CITY | 1 0.06 64.41 NORTH LAS VEGAS | 1 0.06 64.47 NORTH LITTLE ROCK | 1 0.06 64.54 NORTH PLATTE | 1 0.06 64.60 NORTH PROVIDENCE | 1 0.06 64.66 NORTH WARREN | 1 0.06 64.72 NORTHAMPTON | 1 0.06 64.78 NORTHFIELD | 1 0.06 64.84 NORTHRIDGE | 1 0.06 64.90 NORWALK | 2 0.12 65.03 NORWICH | 1 0.06 65.09 NORWOOD | 1 0.06 65.15 OAK LAWN | 1 0.06 65.21 OAK RIDGE | 1 0.06 65.27 OAKLAND | 2 0.12 65.40 OCALA | 2 0.12 65.52 OCEANSIDE | 2 0.12 65.64 OCONOMOWOC | 1 0.06 65.70 OGDEN | 1 0.06 65.77 OGDENSBURG | 2 0.12 65.89 OKLAHOMA CITY | 4 0.25 66.13 OKMULGEE | 1 0.06 66.20 OLEAN | 1 0.06 66.26 OLIVE BRANCH | 1 0.06 66.32 OLLA | 1 0.06 66.38 OLNEY | 1 0.06 66.44 OLYMPIA | 1 0.06 66.50 OMAHA | 3 0.18 66.69 ONAMIA | 1 0.06 66.75 OPELOUSAS | 2 0.12 66.87 OPP | 1 0.06 66.93 ORANGE | 3 0.18 67.12 ORANGE PARK | 1 0.06 67.18 ORANGEBURG | 2 0.12 67.30 OREGON | 1 0.06 67.36 OREM | 1 0.06 67.42 ORLANDO | 5 0.31 67.73 ORO VALLEY | 1 0.06 67.79 OSKALOOSA | 1 0.06 67.85 OSWEGO | 1 0.06 67.92 OTTAWA | 1 0.06 67.98 OTTUMWA | 1 0.06 68.04 OWATONNA | 1 0.06 68.10 OWOSSO | 1 0.06 68.16 OZARK | 1 0.06 68.22 PALESTINE | 1 0.06 68.29 PALMER | 1 0.06 68.35 PALMERTON | 1 0.06 68.41 PALOS HEIGHTS | 1 0.06 68.47 PAMPA | 1 0.06 68.53 PANAMA CITY | 1 0.06 68.59 PARAMUS | 1 0.06 68.65 PARIS | 3 0.18 68.84 PARK RIDGE | 1 0.06 68.90 PARKERSBURG | 1 0.06 68.96 PARMA | 1 0.06 69.02 PASADENA | 3 0.18 69.21 PASCAGOULA | 1 0.06 69.27 PATCHOGUE | 1 0.06 69.33 PAW PAW | 1 0.06 69.39 PAYSON | 1 0.06 69.45 PEMBERTON | 1 0.06 69.51 PENN YAN | 1 0.06 69.58 PENSACOLA | 2 0.12 69.70 PEORIA | 2 0.12 69.82 PETERSBURG | 1 0.06 69.88 PHILADELPHIA | 15 0.92 70.81 PHILLIPSBURG | 1 0.06 70.87 PHOENIX | 8 0.49 71.36 PICAYUNE | 1 0.06 71.42 PINE BLUFF | 1 0.06 71.48 PINEHURST | 1 0.06 71.54 PINEVILLE | 1 0.06 71.60 PISCATAWAY | 1 0.06 71.67 PITTSBURGH | 3 0.18 71.85 PITTSFIELD | 1 0.06 71.91 PLAINSBORO | 1 0.06 71.97 PLAINVIEW | 1 0.06 72.03 PLANO | 2 0.12 72.16 PLANTATION | 1 0.06 72.22 PLATTEVILLE | 1 0.06 72.28 PLEASANTON | 1 0.06 72.34 PLYMOUTH | 2 0.12 72.46 POCAHONTAS | 1 0.06 72.53 POCASSET | 1 0.06 72.59 POCATELLO | 2 0.12 72.71 PONCE | 1 0.06 72.77 PONTIAC | 3 0.18 72.96 PORT ARTHUR | 1 0.06 73.02 PORT GIBSON | 1 0.06 73.08 PORT HURON | 1 0.06 73.14 PORT JEFFERSON | 1 0.06 73.20 PORT JERVIS | 1 0.06 73.26 PORT SAINT LUCIE | 2 0.12 73.39 PORTLAND | 7 0.43 73.82 PORTSMOUTH | 2 0.12 73.94 POTEAU | 1 0.06 74.00 POTTSTOWN | 1 0.06 74.06 POTTSVILLE | 1 0.06 74.12 POWAY | 1 0.06 74.19 PRENTISS | 1 0.06 74.25 PRESCOTT VALLEY | 1 0.06 74.31 PRESTONSBURG | 1 0.06 74.37 PRINCETON | 1 0.06 74.43 PROVIDENCE | 3 0.18 74.62 PROVO | 2 0.12 74.74 PUEBLO | 3 0.18 74.92 PULASKI | 1 0.06 74.98 PUNTA GORDA | 1 0.06 75.05 PURVIS | 1 0.06 75.11 PUTNAM | 1 0.06 75.17 QUEENS VILLAGE | 1 0.06 75.23 QUINCY | 1 0.06 75.29 RACELAND | 1 0.06 75.35 RADCLIFF | 1 0.06 75.41 RALEIGH | 2 0.12 75.54 RAPID CITY | 1 0.06 75.60 RAYNE | 1 0.06 75.66 READING | 2 0.12 75.78 RED BANK | 1 0.06 75.85 REDLANDS | 2 0.12 75.97 RENO | 1 0.06 76.03 RESEDA | 1 0.06 76.09 RHINELANDER | 1 0.06 76.15 RICHARDSON | 1 0.06 76.21 RICHLAND | 1 0.06 76.28 RICHMOND | 8 0.49 76.77 RICHMOND HEIGHTS | 1 0.06 76.83 RIO PIEDRAS | 1 0.06 76.89 RIO RANCHO | 1 0.06 76.95 RIVERDALE | 1 0.06 77.01 RIVERSIDE | 1 0.06 77.07 RIVERTON | 1 0.06 77.14 ROANOKE | 1 0.06 77.20 ROANOKE RAPIDS | 1 0.06 77.26 ROBBINSDALE | 1 0.06 77.32 ROCHESTER | 8 0.49 77.81 ROCK HILL | 1 0.06 77.87 ROCKFORD | 2 0.12 78.00 ROCKLEDGE | 1 0.06 78.06 ROCKVILLE | 1 0.06 78.12 ROCKVILLE CENTRE | 1 0.06 78.18 ROGERS | 1 0.06 78.24 ROLLA | 1 0.06 78.30 ROLLING FORK | 1 0.06 78.37 ROME | 2 0.12 78.49 ROSEMEAD | 1 0.06 78.55 ROYAL OAK | 1 0.06 78.61 RULEVILLE | 1 0.06 78.67 RUSK | 1 0.06 78.73 RUSTON | 2 0.12 78.86 RUTHERFORDTON | 1 0.06 78.92 RUTLAND | 1 0.06 78.98 SACRAMENTO | 3 0.18 79.16 SAGINAW | 1 0.06 79.23 SAINT CHARLES | 2 0.12 79.35 SAINT JOSEPH | 1 0.06 79.41 SAINT LOUIS | 8 0.49 79.90 SAINT PAUL | 1 0.06 79.96 SAINT PETER | 1 0.06 80.02 SAINT SIMONS ISLAND | 1 0.06 80.09 SALEM | 3 0.18 80.27 SALINA | 1 0.06 80.33 SALINE | 1 0.06 80.39 SALISBURY | 1 0.06 80.45 SALT LAKE CITY | 7 0.43 80.89 SAN ANGELO | 1 0.06 80.95 SAN ANTONIO | 8 0.49 81.44 SAN BERNARDINO | 1 0.06 81.50 SAN DIEGO | 4 0.25 81.75 SAN FRANCISCO | 5 0.31 82.05 SAN GABRIEL | 1 0.06 82.11 SAN JOSE | 2 0.12 82.24 SAN MARCOS | 1 0.06 82.30 SAN MATEO | 1 0.06 82.36 SAN PEDRO | 1 0.06 82.42 SANTA ANA | 1 0.06 82.48 SANTA BARBARA | 1 0.06 82.54 SANTA CLARA | 1 0.06 82.61 SANTA CRUZ | 1 0.06 82.67 SANTA FE | 1 0.06 82.73 SANTA ROSA | 1 0.06 82.79 SANTA TERESA | 1 0.06 82.85 SARANAC LAKE | 1 0.06 82.91 SARASOTA | 2 0.12 83.04 SARATOGA SPRINGS | 1 0.06 83.10 SAULT SAINTE MARIE | 1 0.06 83.16 SAVANNAH | 3 0.18 83.34 SCOTTSBLUFF | 1 0.06 83.41 SCOTTSDALE | 1 0.06 83.47 SCRANTON | 2 0.12 83.59 SEARCY | 1 0.06 83.65 SEATTLE | 5 0.31 83.96 SEBRING | 1 0.06 84.02 SECAUCUS | 1 0.06 84.08 SENATOBIA | 1 0.06 84.14 SENECA | 1 0.06 84.20 SEWICKLEY | 1 0.06 84.27 SHARON | 1 0.06 84.33 SHAWNEE MISSION | 1 0.06 84.39 SHERMAN | 1 0.06 84.45 SHERMAN OAKS | 1 0.06 84.51 SHIPPENSBURG | 1 0.06 84.57 SHREVEPORT | 4 0.25 84.82 SIDNEY | 1 0.06 84.88 SIKESTON | 1 0.06 84.94 SILVER CITY | 1 0.06 85.00 SIOUX CITY | 1 0.06 85.06 SIOUX FALLS | 1 0.06 85.13 SLEEPY HOLLOW | 1 0.06 85.19 SMITHFIELD | 1 0.06 85.25 SMITHTOWN | 1 0.06 85.31 SMYRNA | 1 0.06 85.37 SNELLVILLE | 1 0.06 85.43 SOMERSET | 2 0.12 85.56 SOMERVILLE | 1 0.06 85.62 SOUTH ATTLEBORO | 1 0.06 85.68 SOUTH BEND | 1 0.06 85.74 SOUTH CHARLESTON | 1 0.06 85.80 SOUTHBRIDGE | 1 0.06 85.86 SOUTHFIELD | 1 0.06 85.93 SPARKS | 2 0.12 86.05 SPARTA | 1 0.06 86.11 SPARTANBURG | 1 0.06 86.17 SPENCER | 1 0.06 86.23 SPOKANE | 1 0.06 86.29 SPRINGFIELD | 9 0.55 86.85 SPRINGHILL | 1 0.06 86.91 ST GEORGE | 1 0.06 86.97 ST JOSEPH | 1 0.06 87.03 STAFFORD SPRINGS | 1 0.06 87.09 STAMFORD | 1 0.06 87.15 STANFORD | 1 0.06 87.22 STAPLES | 1 0.06 87.28 STATE COLLEGE | 1 0.06 87.34 STATEN ISLAND | 3 0.18 87.52 STATESVILLE | 1 0.06 87.58 STAUNTON | 1 0.06 87.65 STEUBENVILLE | 1 0.06 87.71 STILWELL | 1 0.06 87.77 STOCKTON | 1 0.06 87.83 STONY BROOK | 1 0.06 87.89 STORM LAKE | 1 0.06 87.95 STOUGHTON | 1 0.06 88.01 STREAMWOOD | 1 0.06 88.08 SUFFOLK | 1 0.06 88.14 SULLIVAN | 1 0.06 88.20 SUMMIT | 2 0.12 88.32 SUN CITY WEST | 1 0.06 88.38 SYKESVILLE | 1 0.06 88.44 SYLACAUGA | 1 0.06 88.51 SYLMAR | 1 0.06 88.57 SYLVANIA | 1 0.06 88.63 SYRACUSE | 2 0.12 88.75 TACOMA | 1 0.06 88.81 TAHLEQUAH | 1 0.06 88.88 TALLADEGA | 1 0.06 88.94 TALLAHASSEE | 2 0.12 89.06 TALLASSEE | 1 0.06 89.12 TAMARAC | 1 0.06 89.18 TAMPA | 2 0.12 89.31 TARZANA | 1 0.06 89.37 TAUNTON | 2 0.12 89.49 TAYLOR | 1 0.06 89.55 TEANECK | 1 0.06 89.61 TECUMSEH | 1 0.06 89.67 TEMPE | 1 0.06 89.74 TEMPLE | 1 0.06 89.80 TERRE HAUTE | 3 0.18 89.98 TERRELL | 1 0.06 90.04 TEXARKANA | 2 0.12 90.17 THIBODAUX | 1 0.06 90.23 THIEF RIVER FALLS | 1 0.06 90.29 THOMASVILLE | 2 0.12 90.41 TOLEDO | 3 0.18 90.60 TOMBALL | 1 0.06 90.66 TOMS RIVER | 1 0.06 90.72 TOPEKA | 1 0.06 90.78 TORRANCE | 3 0.18 90.96 TORRINGTON | 1 0.06 91.03 TRAVELERS REST | 1 0.06 91.09 TRAVERSE CITY | 1 0.06 91.15 TRENTON | 2 0.12 91.27 TRINITY | 1 0.06 91.33 TROY | 2 0.12 91.46 TUCSON | 5 0.31 91.76 TUKWILA | 1 0.06 91.83 TULSA | 3 0.18 92.01 TUPELO | 2 0.12 92.13 TUSCALOOSA | 3 0.18 92.32 TWIN FALLS | 1 0.06 92.38 TYLER | 1 0.06 92.44 UNION CITY | 1 0.06 92.50 UNION SPRINGS | 1 0.06 92.56 UNIONVILLE | 1 0.06 92.62 UPLAND | 1 0.06 92.69 UTICA | 2 0.12 92.81 VALDOSTA | 1 0.06 92.87 VALENCIA | 1 0.06 92.93 VALHALLA | 1 0.06 92.99 VALLEJO | 1 0.06 93.05 VALLEY STREAM | 1 0.06 93.12 VALPARAISO | 1 0.06 93.18 VENTURA | 2 0.12 93.30 VERNON | 1 0.06 93.36 VERO BEACH | 1 0.06 93.42 VICKSBURG | 1 0.06 93.48 VICTORIA | 1 0.06 93.55 VILLA RICA | 1 0.06 93.61 VINCENNES | 1 0.06 93.67 VINELAND | 1 0.06 93.73 VINITA | 1 0.06 93.79 VIRGINIA BEACH | 2 0.12 93.92 VISALIA | 1 0.06 93.98 W CONCORD | 1 0.06 94.04 WACO | 1 0.06 94.10 WACONIA | 1 0.06 94.16 WAHIAWA | 1 0.06 94.22 WALLINGFORD | 1 0.06 94.28 WALTERBORO | 1 0.06 94.35 WALTHAM | 1 0.06 94.41 WARM SPRINGS | 1 0.06 94.47 WARREN | 5 0.31 94.78 WARSAW | 2 0.12 94.90 WASHINGTON | 10 0.61 95.51 WATERBURY | 2 0.12 95.64 WATERTOWN | 1 0.06 95.70 WAUKEGAN | 1 0.06 95.76 WAUKESHA | 2 0.12 95.88 WAUSAU | 1 0.06 95.94 WAUSEON | 1 0.06 96.00 WAUWATOSA | 1 0.06 96.07 WAYCROSS | 1 0.06 96.13 WAYNESBURG | 1 0.06 96.19 WEATHERFORD | 1 0.06 96.25 WEBSTER | 1 0.06 96.31 WELLINGTON | 1 0.06 96.37 WERNERSVILLE | 1 0.06 96.44 WESLEY CHAPEL | 1 0.06 96.50 WEST BRENTWOOD | 1 0.06 96.56 WEST CHESTER | 1 0.06 96.62 WEST COLUMBIA | 1 0.06 96.68 WEST HARTFORD | 1 0.06 96.74 WEST JORDAN | 1 0.06 96.80 WEST LAFAYETTE | 1 0.06 96.87 WEST MONROE | 1 0.06 96.93 WEST PALM BEACH | 3 0.18 97.11 WESTAMPTON | 1 0.06 97.17 WESTBROOK | 1 0.06 97.23 WESTFIELD | 1 0.06 97.30 WESTLAND | 1 0.06 97.36 WESTON | 1 0.06 97.42 WESTWOOD | 1 0.06 97.48 WHARTON | 1 0.06 97.54 WHEAT RIDGE | 1 0.06 97.60 WHEELING | 1 0.06 97.66 WHITFIELD | 1 0.06 97.73 WICHITA | 1 0.06 97.79 WICHITA FALLS | 2 0.12 97.91 WILLIAMSBURG | 2 0.12 98.03 WILLIAMSPORT | 1 0.06 98.09 WILLINGBORO | 1 0.06 98.16 WILLMAR | 1 0.06 98.22 WILLOUGHBY | 1 0.06 98.28 WILMINGTON | 2 0.12 98.40 WINCHESTER | 2 0.12 98.52 WINDSOR | 1 0.06 98.59 WINFIELD | 2 0.12 98.71 WINNEBAGO | 1 0.06 98.77 WINONA | 1 0.06 98.83 WINSTON SALEM | 1 0.06 98.89 WINSTON-SALEM | 2 0.12 99.02 WOODBURY | 2 0.12 99.14 WOODLAND | 1 0.06 99.20 WOODSTOCK | 1 0.06 99.26 WOONSOCKET | 1 0.06 99.32 WORCESTER | 3 0.18 99.51 WYANDOTTE | 1 0.06 99.57 WYCKOFF | 1 0.06 99.63 YAKIMA | 1 0.06 99.69 YANKTON | 1 0.06 99.75 YAUCO | 1 0.06 99.82 YONKERS | 1 0.06 99.88 YORK | 1 0.06 99.94 YOUNGSTOWN | 1 0.06 100.00 --------------------+----------------------------------- Total | 1,627 100.00 by Jean Roth , jroth@nber.org , 15 Nov 2016