[R] Help with map()

Poling, William Po||ngW @end|ng |rom @etn@@com
Thu May 14 13:29:04 CEST 2020


Hi Jim, and Mark, thank you for your response.

1. I have restarted R
2. I have only initiated library(magrittr)#for %>% function & library(plotrix), no other libraries thinking that another may be overwriting something.
3. I have checked the str()

str(radius3)
'data.frame':	1990 obs. of  6 variables:
 $ MBR_SUBSCRIBERID: Factor w/ 2352 levels "101040199600",..: 590 908 976 509 1674 690 1336 726 1702 2331 ...
 $ state           : Factor w/ 41 levels "AL","AR","AZ",..: 32 10 25 11 9 32 13 12 12 17 ...
 $ city            : Factor w/ 1337 levels "ABBOTTSTOWN",..: 932 156 230 698 965 1330 515 1127 1304 1316 ...
 $ Latitude        : num  40.4 31.2 40.8 42.1 26.8 ...
 $ Longitude       : num  -79.9 -81.5 -74 -91.6 -82.1 ...
 $ distances_Mi    : num  310.3 769.9 16.1 920.4 1057.6 ...

str(clus1)
tibble [53 x 7] (S3: tbl_df/tbl/data.frame)
 $ MBR_SUBSCRIBERID: Factor w/ 2352 levels "101040199600",..: 86 2111 995 899 953 924 769 92 790 1748 ...
 $ state           : Factor w/ 41 levels "AL","AR","AZ",..: 31 39 4 39 39 39 39 31 39 39 ...
 $ city            : Factor w/ 1337 levels "ABBOTTSTOWN",..: 727 85 455 1018 1203 604 1169 727 984 295 ...
 $ clusters        : num [1:53] 1 1 1 1 1 1 1 1 1 1 ...
 $ Latitude        : num [1:53] 42.4 47.6 39.2 46.9 48 ...
 $ Longitude       : num [1:53] -123 -122 -121 -123 -122 ...
 $ distances_Mi    : num [1:53] 2499 2406 2472 2430 2408 ...

4. I change clus1 to DF
'data.frame':	53 obs. of  7 variables:
 $ MBR_SUBSCRIBERID: Factor w/ 2352 levels "101040199600",..: 86 2111 995 899 953 924 769 92 790 1748 ...
 $ state           : Factor w/ 41 levels "AL","AR","AZ",..: 31 39 4 39 39 39 39 31 39 39 ...
 $ city            : Factor w/ 1337 levels "ABBOTTSTOWN",..: 727 85 455 1018 1203 604 1169 727 984 295 ...
 $ clusters        : num  1 1 1 1 1 1 1 1 1 1 ...
 $ Latitude        : num  42.4 47.6 39.2 46.9 48 ...
 $ Longitude       : num  -123 -122 -121 -123 -122 ...
 $ distances_Mi    : num  2499 2406 2472 2430 2408 ...

Then try again, no luck?

Weird?

Thanks

WHP

Proprietary

-----Original Message-----
From: Jim Lemon <drjimlemon using gmail.com> 
Sent: Thursday, May 14, 2020 5:44 AM
To: Poling, William <PolingW using aetna.com>
Cc: r-help using r-project.org
Subject: [EXTERNAL] Re: [R] Help with map()

**** External Email - Use Caution ****

Hi Bill,
Have you compared str(radius3) to str(clus1)? It may be quite different.

Jim

On Thu, May 14, 2020 at 8:24 PM Poling, William via R-help <r-help using r-project.org> wrote:
>
> #RStudio Version Version 1.2.1335
> sessionInfo()
> # R version 4.0.0 Patched (2020-05-03 r78349)
> #Platform: x86_64-w64-mingw32/x64 (64-bit) #Running under: Windows 10 
> x64 (build 17763)
>
> Good morning.
>
> I ran routines like this one yesterday with no errors.
>
> #Radius3----
> str(radius3)
>
> radius3 <- individual_dets_sf_3X %>%
>
>   dplyr::select(MBR_SUBSCRIBERID,state,city,Latitude,Longitude,distances_Mi) %>%
>   filter(distances_Mi <= 1200)
>
> str(radius3)
>
>   geomat<-makeDensityMatrix(radius3[,c("Latitude","Longitude")],
>                             
> xlim=range(radius3$Longitude),ylim=range(radius3$Latitude))
>
> latlim<-range(radius3$Latitude)
> lonlim<-range(radius3$Longitude)
>
> <- map("world",xlim=lonlim,ylim=latlim)
> axis(1)
> axis(2)
> densityGrid(geomat,range.cex=c(1,5),xlim=lonlim,ylim=latlim,
>             red=c(0.5,1),green=0,blue=0,pch=15)
> title("Member Geo Density Plot For Radius3")
>
>
> This morning I am trying slightly new routine and receiving this error
>
> clus1 <- individual_dets_sf_3X %>%
>
>   dplyr::select(MBR_SUBSCRIBERID,state,city,clusters,Latitude,Longitude,distances_Mi) %>%
>   filter(clusters == 1)
>
> geomat<-makeDensityMatrix(clus1[,c("Latitude","Longitude")],
>                           
> xlim=range(clus1$Longitude),ylim=range(clus1$Latitude))
>
> latlim<-range(clus1$Latitude)
> lonlim<-range(clus1$Longitude)
>
> map("world",xlim=lonlim,ylim=latlim)
> axis(1)
> axis(2)
> densityGrid(geomat,range.cex=c(1,5),xlim=lonlim,ylim=latlim,
>             red=c(0.5,1),green=0,blue=0,pch=15)
> title("Member Geo Density Plot For Cluster1")
>
>
> geomat<-makeDensityMatrix(clus1[,c("Latitude","Longitude")],
> +                           
> + xlim=range(clus1$Longitude),ylim=range(clus1$Latitude))
>
> > latlim<-range(clus1$Latitude)
> > lonlim<-range(clus1$Longitude)
> >
> > map("world",xlim=lonlim,ylim=latlim)
> Error in .C(C_map_type, as.character(mapbase), integer(1)) :
>   Incorrect number of arguments (2), expecting 0 for ''
> > axis(1)
> Error in axis(1) : plot.new has not been called yet
> > axis(2)
> Error in axis(2) : plot.new has not been called yet
> > densityGrid(geomat,range.cex=c(1,5),xlim=lonlim,ylim=latlim,
> +             red=c(0.5,1),green=0,blue=0,pch=15)
> Error in plot.xy(xy.coords(x, y), type = type, ...) :
>   plot.new has not been called yet
> > title("Member Geo Density Plot For Cluster1")
> Error in title("Member Geo Density Plot For Cluster1") :
>   plot.new has not been called yet
>
>
> It seems to error at the point of map("world",xlim=lonlim,ylim=latlim)
>
> I find a ref in stack overflow 
> https://urldefense.proofpoint.com/v2/url?u=https-3A__stackoverflow.com
> _questions_45066628_cannot-2Drun-2Dmap-2Ddatastate&d=DwIBaQ&c=wluqKIiw
> ffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2Ex
> lYvnUWbsByY&m=sRhKIDOv4AuwrfDBU9b2Rpj-VPfs0lcpkQqNBfVLSe4&s=sEjkBzlaFR
> 7NhUDpUPGPp1nOkAxOlBbFNadLowcDbFw&e=
> and tried solutions but they do not seem to work?
>
> Here is a sample (MBR_SUBSCRIBERID(factor) is replaced with ID(integer) but of no consequence in my routine since not really used.
>
> I hope someone recognizes the problem.
>
> Thank you for any advice
>
> WHP
>
> > dput(sample)
> structure(list(state = structure(c(2L, 22L, 10L, 12L, 6L, 22L, 11L, 
> 22L, 22L, 32L, 19L, 29L, 9L, 9L, 10L, 30L, 33L, 35L, 41L, 12L, 12L, 
> 36L, 4L, 9L, 8L, 39L, 36L, 36L, 41L, 28L, 12L, 28L, 28L, 12L, 11L, 2L, 
> 12L, 22L, 32L, 22L, 12L, 10L, 10L, 22L, 10L ), .Label = c("AL", "AR", 
> "AZ", "CA", "CO", "CT", "DC", "DE", "FL", "GA", "IA", "IL", "IN", 
> "KS", "KY", "LA", "MA", "MD", "ME", "MI", "MN", "MO", "NC", "NE", 
> "NJ", "NM", "NV", "NY", "OH", "OK", "OR", "PA", "SC", "SD", "TN", 
> "TX", "UT", "VA", "WA", "WI", "WV"
> ), class = "factor"), city = structure(c(838L, 1030L, 262L, 218L, 
> 166L, 973L, 339L, 451L, 660L, 358L, 281L, 1280L, 129L, 223L, 989L, 
> 721L, 550L, 731L, 1325L, 688L, 1184L, 281L, 759L, 1171L, 1305L, 587L, 
> 272L, 581L, 263L, 152L, 217L, 152L, 390L, 5L, 571L, 1006L, 1162L, 
> 939L, 170L, 1033L, 1002L, 586L, 586L, 192L, 586L ), .Label = 
> c("ABBOTTSTOWN", "ABILENE", "ACWORTH", "ADAMS", "ADDISON", "ADKINS", 
> "ALBANY", "ALBIA", "ALBUQUERQUE", "ALEXANDRIA", "ALFRED", "ALIQUIPPA", 
> "ALISO VIEJO", "ALLEN PARK", "ALLENTOWN", "ALPHA", "ALPHARETTA", 
> "ALPINE", "ALTOONA", "AMARILLO", "AMBLER", "AMBRIDGE", "AMHERST", 
> "AMITYVILLE", "ANAHIEM", "ANDERSON", "ANDOVER", "ANGIER", "ANGLETON", 
> "ANKENY", "ANN ARBOR", "ANZA", "APEX", "APOLLO", "ARCADIA", 
> "ARCHDALE", "ARDMORE", "ARGYLE", "ARKANSAS CITY", "ARLINGTON", 
> "ARNOLD", "ARTHUR", "ASHEBORO", "ASHEVILLE", "ASHLAND", "ASHLAND 
> CITY", "ASHTON", "ASTON", "ATHENS", "ATLANTA", "ATLANTIC BCH", 
> "AUBORN", "AUGUSTA", "AURORA", "AUSTELL", "AUSTIN", "AVENTURA", 
> "AVONDALE ESTATES", "BAKERSFIELD", "BALDWIN CITY", "BALDWIN PLACE", 
> "BALLWIN", "BANGOR", "BARBOURSVILLE", "BARNEGAT", "BARTLETT", 
> "BARTON", "BARTONVILLE", "BASSETT", "BATAVIA", "BATESBURG", "BATON 
> ROUGE", "BAXTER SPRINGS", "BAY CITY", "BAYONNE", "BAYSIDE", "BAYTOWN", 
> "BEAR", "BEAUMONT", "BEECH CREEK", "BEECHER CITY", "BELFAIR", "BELLE 
> VERNON", "BELLEAIR", "BELLEVUE", "BELLMAWR", "BELLMORE", "BELLWOOD", 
> "BELMAR", "BELMONT", "BELVIDERE", "BENNET", "BENTON", "BENTONVILLE", 
> "BERLIN", "BESSEMER CITY", "BETHANY", "BETHEL", "BETHEL PARK", 
> "BETHESDA", "BETHLEHEM", "BETTENDORF", "BIGLERVILLE", "BINGHAMTON", 
> "BIRDSBORO", "BIWABIK", "BLACK MOUNTAIN", "BLACKSBURG", "BLAINE", 
> "BLAIRSVILLE", "BLAKESLEE", "BLOOMFIELD", "BLUE BELL", "BLUE GRASS", 
> "BLUE POINT", "BLUE SPRINGS", "BOCA RATON", "BODFISH", "BOILING 
> SPRINGS", "BOLIVAR", "BON AQUA", "BONNER SPRINGS", "BONNEY LAKE", 
> "BOONEVILLE", "BOSSIER CITY", "BOUNTIFUL", "BOWLING GREEN", 
> "BOYERTOWN", "BOYNTON BEACH", "BRADENTON", "BRADENVILLE", 
> "BRANDAMORE", "BRANDON", "BRANFORD", "BRANSON", "BRASELTON", 
> "BREEZEWOOD", "BRENTON", "BRENTWOOD", "BREWSTER", "BRICK", 
> "BRIDGEPORT", "BRIDGETON", "BRIGHAM CITY", "BROADDUS", "BROCKPORT", 
> "BROGUE", "BROKEN ARROW", "BRONX", "BROOKFIELD", "BROOKHAVEN", 
> "BROOKLYN", "BROWNS MILLS", "BROWNSBURG", "BROWNSVILLE", "BRUNSWICK", 
> "BRYAN", "BUCKSPORT", "BUDD LAKE", "BUFFALO", "BULVERDE", 
> "BUNKERVILLE", "BURBANK", "BURFORD", "BURIEN", "BURLINGTON", "BURR 
> RIDGE", "BURTON", "BUSKIRK", "BUTLER", "BUXTON", "BYRON", "CALERA", 
> "CAMBRIDGE", "CAMP HILL", "CAMPBELL", "CANAAN", "CANAL WINCHESTER", 
> "CANASTOTA", "CANTON", "CARDIFF BY THE SEA", "CARL JUNCTION", 
> "CARLISLE", "CARLTON", "CAROL STREAM", "CARROLLTON", "CARSON CITY", 
> "CARTERSVILLE", "CARTHAGE", "CARY", "CASEYVILLE", "CASSVILLE", 
> "CASWELL", "CATO", "CEDAR RAPIDS", "CEDARBURG", "CEDARVILLE", "CENTER 
> POINT", "CENTERTON", "CENTRAL ISLIP", "CENTRAL POINT", "CHAGRIN 
> FALLS", "CHALFONT", "CHAPEL HILL", "CHAPIN", "CHARDON", "CHARITON", 
> "CHARLESTON", "CHARLOTTE", "CHEROKEE", "CHERRY HILL", "CHERRY VALLEY", 
> "CHESHIRE", "CHEST SPRINGS", "CHESTER", "CHESTERTON", "CHICAGO", 
> "CHILLICOTHE", "CHOCTAW", "CICERO", "CINCINNATI", "CLAY", 
> "CLEARWATER", "CLEARWATER BEACH", "CLEMMONS", "CLENDENIN", 
> "CLEVELAND", "CLEVELAND HTS", "CLEVES", "CLIFFSIDE PARK", "CLIFTON", 
> "CLIFTON PARK", "CLIFTON SPGS", "CLINTON", "COACHELLA", "COAL 
> TOWNSHIP", "COATESVILLE", "COLLEGE STATION", "COLLINSVILLE", 
> "COLONIA", "COLUMBIA", "COLUMBUS", "COMMERCE", "CONCORD", "CONCORD 
> TOWNSHIP", "CONNELLSVILLE", "CONROE", "CONWAY", "CONYERS", 
> "COOKEVILLE", "COON RAPIDS", "CORAOPOLIS", "CORDOVA", "CORNELIUS", 
> "CORNWALL", "CORONADO", "CORPUS CHRISTI", "CORRY", "COTTAGE HILLS", 
> "COTTLEVILLE", "COTTONWOOD", "COVINGTON", "COWEN", "CRANBERRY 
> TOWNSHIP", "CROWN POINT", "CUBA", "CUMBERLAND CENTER", "CUMBERLAND 
> FORESIDE", "CUMMING", "CUYAHOGA FLS", "CYPRESS", "DALLAS", 
> "DALLASTOWN", "DANBURY", "DANIA BCH", "DANVILLE", "DAVENPORT", 
> "DAVIE", "DAVIS JUNCTION", "DAWSON", "DAYTON", "DE SOTO", "DECATUR", 
> "DEFIANCE", "DEFOREST", "DELAVAN", "DELMAR", "DELRAY BEACH", 
> "DEMOTTE", "DENISON", "DENVER", "DEPTFORD", "DERBY", "DERRY", "DES 
> MOINES", "DETROIT", "DICKINSON", "DILLSBURG", "DITTMER", "DIXON", 
> "DONNA", "DOTHAN", "DOUGLAS", "DOUGLASVILLE", "DOVER", "DOYLESTOWN", 
> "DREXEL HILL", "DUBLIN", "DUCHESNE", "DULUTH", "DUNCAN", "DUNCANNON", 
> "DUNCANSVILLE", "DUNEDIN", "DUNNSVILLE", "DURHAM", "DUTTON", "EAGLE 
> GROVE", "EAST AURORA", "EAST CHICAGO", "EAST EARL", "EAST HANOVER", 
> "EAST HARTFORD", "EAST HARTLAND", "EAST LEROY", "EAST LIVERPOOL", 
> "EAST MEADOW", "EAST NORTHPORT", "EAST ORANGE", "EAST PEORIA", "EAST 
> SAINT LOUIS", "EASTON", "EDGERTON", "EDISON", "EDMOND", "EGG HBR TWP", 
> "EL DORADO", "EL PASO", "ELDRIDGE", "ELGIN", "ELIZABETHVILLE", 
> "ELLISVILLE", "ELLSWORTH", "ELLWOOD CITY", "ELMHURST", "ELMWOOD PARK", 
> "ELOY", "ELY", "EMERSON", "EMORY", "ENDICOTT", "ENGLEWOOD", "ENID", 
> "ENNICE", "ENOLA", "ENUMCLAW", "EPHRATA", "ERIE", "ESTERO", "EUREKA 
> SPRINGS", "EVANSVILLE", "EVERETT", "EXCELSIOR SPRINGS", "EXTON", 
> "FAIRFAX", "FAIRFIELD", "FAIRHAVEN", "FAIRVIEW", "FAIRVIEW PARK", 
> "FALMOUTH", "FAR HILLS", "FAR ROCKAWAY", "FARMINGDALE", "FARMINGTON", 
> "FAYETTE", "FAYETTEVILLE", "FELTON", "FENTON", "FERGUSON", "FIELDALE", 
> "FINDLAY", "FINGERVILLE", "FLEMINGTON", "FLINT", "FLORENCE", 
> "FLORESVILLE", "FLORISSANT", "FLOVILLA", "FLOWER MOUND", "FLUSHING", 
> "FOGELSVILLE", "FOLSOM", "FONTANELLE", "FOREST HILLS", "FOREST PARK", 
> "FORT DODGE", "FORT FAIRFIELD", "FORT GAY", "FORT LAUDERDALE", "FORT 
> LEE", "FORT MILL", "FORT MOHAVE", "FORT PAYNE", "FORT PIERCE", "FORT 
> SMITH", "FORT WAYNE", "FORT WORTH", "FOSTORIA", "FOUNTAIN INN", 
> "FRANKFORT", "FRANKLIN", "FREEDOM", "FREEHOLD", "FREEPORT", "FREMONT", 
> "FULLERTON", "FULSHEAR", "FULTON", "GADSDEN", "GAFFNEY", 
> "GAINESVILLE", "GALLOWAY", "GARDEN PRAIRIE", "GARDNERS", "GARNETT 
> VALLEY", "GARY", "GASTON", "GASTONIA", "GENEVA", "GETTYSBURG", 
> "GIBSONIA", "GILBERT", "GIRARD", "GLEN BURNIE", "GLEN CARBON", "GLEN 
> COVE", "GLEN MILLS", "GLENSHAW", "GLENVIEW", "GLENWOOD", "GOLDEN 
> CITY", "GOLIAD", "GOODSON", "GOODYEAR", "GORHAM", "GOSHEN", 
> "GRANBURY", "GRANBY", "GRAND PRAIRIE", "GRAND RAPIDS", "GRANDVIEW", 
> "GRANITE CITY", "GRANITE FALLS", "GRANTS PASS", "GRASS VALLEY", 
> "GRAVETTE", "GRAYSVILLE", "GREEN LANE", "GREENBRIER", "GREENLAWN", 
> "GREENSBORO", "GREENSBURG", "GREENUP", "GREENVILLE", "GREER", 
> "GRIFFIN", "GRIFFITH", "GROTON", "GUADALUPE", "GUILFORD", "HADLEY", 
> "HAGAN", "HALF WAY", "HALLANDALE BEACH", "HAMBLETON", "HAMBURG", 
> "HAMDEN", "HAMILTON", "HAMMOND", "HAMMONTON", "HAMPSHIRE", 
> "HAPEVILLE", "HARBORCREEK", "HARLAN", "HARRISBURG", "HARRISON", 
> "HARRISONVILLE", "HARTWELL", "HASTINGS", "HATFIELD", "HAVERHILL", 
> "HAWK POINT", "HAYESVILLE", "HELEN", "HENDERSON", "HENDERSONVILLE", 
> "HENRICO", "HENRIETTA", "HERMITAGE", "HERNDON", "HERSHEY", "HIALEAH", 
> "HIAWATHA", "HIBBING", "HICKORY", "HICKORY GROVE", "HIDDENITE", "HIGH 
> HILL", "HIGH POINT", "HIGH RIDGE", "HIGHLAND", "HIGHLAND MILLS", 
> "HINCKLEY", "HIRAM", "HOBART", "HOLBROOK", "HOLDEN", "HOLDENVILLE", 
> "HOLLADAY", "HOLLIS", "HOLLY SPRINGS", "HOLLYWOOD", "HOLTWOOD", 
> "HOMER", "HOMESTEAD", "HONEYVILLE", "HOPE MILLS", "HOT SPRINGS", "HOT 
> SPRINGS NATIONAL PARK", "HOUSTON", "HUBBARD", "HUDSON", "HUFFMAN", 
> "HULL", "HUMANSVILLE", "HUNTERSVILLE", "HUNTINGDON", "HUNTINGTON 
> BEACH", "HUNTS POINT", "HURDLE MILLS", "HURRICANE", "HURST", 
> "IMPERIAL", "INDEPENDENCE", "INDIAN SHORES", "INDIAN TRAIL", 
> "INDIANA", "INDIANAPOLIS", "INDIANOLA", "INMAN", "IOWA CITY", "IRMO", 
> "IRVINGTON", "IRWIN", "ISANTI", "ISLESBORO", "ISLIP", "ISSAQUAH", 
> "ITHACA", "JACKSBORO", "JACKSON", "JACKSON HTS", "JACKSONVILLE", 
> "JAMAICA", "JAMESTOWN", "JASPER", "JEANNETTE", "JEFFERSON", "JEFFERSON 
> CITY", "JEWELL", "JOHNSTON", "JOHNSTOWN", "JONESBORO", "JONESPORT", 
> "JONESTOWN", "JOPLIN", "JUPITER", "KANKAKEE", "KANNAPOLIS", "KANSAS 
> CITY", "KATY", "KEARNEY", "KELLERTON", "KEMAH", "KENMORE", "KENNESAW", 
> "KENT", "KINGMAN", "KINGS MOUNTAIN", "KINGSLAND", "KINGSTON", 
> "KINGWOOD", "KIRKLAND", "KUTZTOWN", "LA QUINTA", "LA RUE", "LA VERNE", 
> "LAFAYETTE", "LAKE BLUFF", "LAKE IN THE HILL", "LAKE ISABELLA", "LAKE 
> PLACID", "LAKE SAINT LOUIS", "LAKE TAPPS", "LAKE VILLAGE", "LAKE 
> WAUKOMIS", "LAKE WORTH", "LAKEBAY", "LAKELAND", "LAKEWOOD", "LAKEWOOD 
> RCH", "LAMBERTVILLE", "LANCASTER", "LANDISVILLE", "LANSDALE", 
> "LAREDO", "LARGO", "LAS VEGAS", "LATROBE", "LAUDERHILL", "LAWNDALE", 
> "LAWRENCE", "LAWRENCEVILLE", "LE MARS", "LE ROY", "LEAGUE CITY", 
> "LEAVENWORTH", "LEAWOOD", "LEBANON", "LECOMPTON", "LEECHBURG", "LEES 
> SUMMIT", "LEESBURG", "LEESVILLE", "LEETONIA", "LENEXA", "LENOIR", 
> "LEVITTOWN", "LEWES", "LEWISTOWN", "LEXINGTON", "LIBERTY TWP", 
> "LILLINGTON", "LINCOLN", "LINDENHURST", "LINTON", "LISBON", 
> "LITCHFIELD PK", "LITHIA", "LITITZ", "LITTLE EGG HARBOR TO", "LK 
> FOREST PK", "LK PEEKSKILL", "LOCKHART", "LOCKWOOD", "LOGAN", "LOMA 
> LINDA", "LONE JACK", "LONG BEACH", "LONG LANE", "LONGVIEW", "LORAIN", 
> "LORTON", "LOS ANGELES", "LOUISBURG", "LOVES PARK", "LOWER BURRELL", 
> "LOWRY CITY", "LUBBOCK", "LUGOFF", "LUMBERTON", "LYNBROOK", 
> "LYNNWOOD", "MACHESNEY PARK", "MACON", "MAGNOLIA", "MAHOPAC", 
> "MAHWAH", "MAINEVILLE", "MALVERN", "MALVERNE", "MANASSAS", "MANCHACA", 
> "MANCHESTER", "MANCHESTER TOWNSHIP", "MANCHESTER TW", "MANHEIM", 
> "MANITO", "MANLIUS", "MANNINGTON", "MANSFIELD", "MANSURA", "MAPLE 
> PARK", "MARBLE FALLS", "MARCELLUS", "MARICOPA", "MARIETTA", "MARION", 
> "MARKLEYSBURG", "MARS HILL", "MARSHALLTOWN", "MARSHFIELD", 
> "MARSHVILLE", "MARTINSVILLE", "MARYSVILLE", "MASON CITY", "MASSEY", 
> "MASSILLON", "MASURY", "MATAWAN", "MATEWAN", "MATTAPOISETT", 
> "MATTHEWS", "MAYFIELD HTS", "MAYSEL", "MC CLELLAND", "MC DONALD", "MC 
> KEES ROCKS", "MC SHERRYSTOWN", "MC VEYTOWN", "MCALESTER", "MCDONOUGH", 
> "MCKEESPORT", "MCKINNEY", "MECHANICSBURG", "MECHANICSVILLE", 
> "MEDFORD", "MEDIA", "MEDWAY", "MELVILLE", "MEMPHIS", "MERIDEN", 
> "MERRIAM", "MERRICK", "MERRILL", "MERRILLVILLE", "MESA", "MESQUITE", 
> "MIAMI", "MIAMI GARDENS", "MICHIGAN CITY", "MIDDLETOWN", "MIDLAND", 
> "MIFFLINTOWN", "MILFORD", "MILL CREEK", "MILLBROOK", "MILLEDGEVILLE", 
> "MILLINOCKET", "MILNER", "MILTON", "MILWAUKEE", "MINEOLA", "MINERAL 
> SPGS", "MINERAL WELLS", "MINNEAPOLIS", "MISSION", "MISSION HILLS", 
> "MISSION VIEJO", "MISSOURI CITY", "MISSOURI VALLEY", "MOLINE", 
> "MONESSEN", "MONROE", "MONROE TOWNSHIP", "MONROEVILLE", "MONTCLAIR", 
> "MONTEREY", "MONTICELLO", "MOORESVILLE", "MORGANTON", "MORGANTOWN", 
> "MORRIS PLAINS", "MOUND", "MOUND CITY", "MOUNT HOPE", "MOUNT JOY", 
> "MOUNT LAUREL", "MOUNT PLEASANT", "MOUNT POCONO", "MOUNT UNION", 
> "MOUNT WOLF", "MOUNTVILLE", "MT HOLLY", "MT PLEASANT", "MULVANE", 
> "MUNCIE", "MUNSTER", "MURFREESBORO", "MURRAY", "MURRELLS INLT", 
> "MUSTANG", "MYERSTOWN", "MYSTIC", "N BRANFORD", "N FT MYERS", 
> "NAPERVILLE", "NAPLES", "NAPOLEON", "NASHVILLE", "NATCHITOCHES", 
> "NAUGATUCK", "NEOSHO", "NEPTUNE BEACH", "NESCONSET", "NETCONG", "NEW 
> BLOOMFIELD", "NEW BRAUNFELS", "NEW BRITAIN", "NEW BRUNSWICK", "NEW 
> CASTLE", "NEW CUMBERLAND", "NEW HAVEN", "NEW KENSINGTON", "NEW 
> LONDON", "NEW ORLEANS", "NEW PRESTON", "NEW PROVIDENCE", "NEW 
> ROCHELLE", "NEW TRIPOLI", "NEW ULM", "NEW WINDSOR", "NEW YORK", 
> "NEWARK", "NEWBURGH HEIGHTS", "NEWINGTON", "NEWNAN", "NEWPORT", 
> "NEWPORT BEACH", "NEWTON", "NEWTONVILLE", "NIAGARA FALLS", "NIXA", 
> "NOANK", "NOKOMIS", "NORCROSS", "NORFOLK", "NORMAN", "NORMANDY PARK", 
> "NORTH BABYLON", "NORTH HAVEN", "NORTH HUNTINGDON", "NORTH JACKSON", 
> "NORTH LITTLE ROCK", "NORTH MIAMI", "NORTH PORT", "NORTH RICHLAND 
> HILLS", "NORTH WALES", "NORTH WATERBORO", "NORTHFIELD", "NORTHRIDGE", 
> "NORTON", "NORWALK", "NOTTINGHAM", "NUTLEY", "NYACK", "O FALLON", "OAK 
> RIDGE", "OAKDALE", "OCALA", "OCEANSIDE", "OCILLA", "OLATHE", "OMAHA", 
> "OMRO", "ONA", "ONALASKA", "OPA LOCKA", "ORADLL", "ORION", "ORONO", 
> "ORRINGTON", "OSCEOLA", "OSKALOOSA", "OSSINING", "OSWEGO", "OTTAWA", 
> "OVALO", "OVERLAND PARK", "OWASSO", "OWEGO", "OXFORD", "OYSTER BAY", 
> "OZARK", "PALERMO", "PALM CITY", "PALM HARBOR", "PALMDALE", "PALMYRA", 
> "PALOS HEIGHTS", "PANA", "PAOLA", "PARK RIDGE", "PARLIN", "PARMA", 
> "PARRISH", "PARROTT", "PATASKALA", "PAULS VALLEY", "PAXTON", "PEA 
> RIDGE", "PEARLAND", "PECULIAR", "PEEKSKILL", "PEKIN", "PELION", 
> "PEMBROKE", "PEMBROKE PINES", "PENN YAN", "PENNELLVILLE", "PENNSBURG", 
> "PENNSVILLE", "PEORIA", "PERRY", "PERRYOPOLIS", "PERRYSBURG", 
> "PERRYVILLE", "PHARR", "PHILADELPHIA", "PHILIPPI", "PHOENIX", 
> "PICKENS", "PICKERINGTON", "PIERSON", "PILOT MOUNTAIN", "PINE BLUFF", 
> "PINE HILL", "PINEVILLE", "PINNELLAS PARK", "PISCATAWAY", "PITMAN", 
> "PITTSBURGH", "PLACIDA", "PLAINFIELD", "PLANO", "PLANT CITY", 
> "PLATTEKILL", "PLEASANT HILL", "PLEASANT HOPE", "PLYMOUTH", "POCONO 
> LAKE", "POMFRET CENTER", "POMPANO BEACH", "POOLER", "PORT CARBON", 
> "PORT CHARLOTTE", "PORT NORRIS", "PORT ORANGE", "PORT SAINT LUCIE", 
> "PORT WASHINGTON", "PORTAGE", "PORTER", "PORTERSVILLE", "PORTLAND", 
> "POTTSVILLE", "POUGHKEEPSIE", "POWDER SPRINGS", "POWELL", "PRAIRIE 
> VILLAGE", "PRESCOTT", "PRESCOTT VALLEY", "PRINCETON", "PROSPECT", "PT 
> PLEASANT", "PUNTA GORDA", "PURCHASE", "QUAKERTOWN", "QUEENS VLG", 
> "QUINCY", "RALEIGH", "RANDLEMAN", "RANDOLPH", "RAYTOWN", "READING", 
> "READLYN", "RED BANK", "RED HOUSE", "RED LION", "REEDERS", "REGO 
> PARK", "REHOBOTH BCH", "REIDSVILLE", "RENO", "RENTON", "REPUBLIC", 
> "RICH HILL", "RICHARDS", "RICHMOND", "RICHMOND HILL", "RIDGEWOOD", 
> "RINCON", "RIO GRANDE CITY", "RIO RANCHO", "RIVERDALE", "RIVERHEAD", 
> "RIVERSIDE", "ROANOKE", "ROCHELLE", "ROCHESTER", "ROCK HILL", 
> "ROCKAWAY BCH", "ROCKFORD", "ROCKMART", "ROCKY HILL", "ROCKY MOUNT", 
> "ROGERS", "ROGERSVILLE", "ROMULUS", "ROOSEVELT", "ROSAMOND", "ROSCOE", 
> "ROSENBERG", "ROSENDALE", "ROSWELL", "ROTONDA WEST", "ROUGEMONT", 
> "ROXBORO", "ROY", "RUNNELLS", "RURAL HALL", "RUSH VALLEY", "RUSKIN", 
> "RUSTBURG", "RUTHER GLEN", "RUTHERFORDTON", "S DEERFIELD", "SACO", 
> "SAGINAW", "SAINT AUGUSTINE", "SAINT CHARLES", "SAINT CLAIR", "SAINT 
> CLAIRSVILLE", "SAINT LOUIS", "SAINT MARYS", "SAINT MATTHEWS", "SAINT 
> PAULS", "SAINT PETERS", "SAINT PETERSBURG", "SALEM", "SALISBURY", 
> "SALT LAKE CITY", "SALTSBURG", "SALUNGA", "SAMMAMISH", "SAN ANTONIO", 
> "SAN BENITO", "SAN CLEMENTE", "SAN DIEGO", "SAN ELIZARIO", "SAN JUAN", 
> "SANDUSKY", "SANDY", "SANFORD", "SANGERVILLE", "SANTA ANA", 
> "SARASOTA", "SARATOGA SPRINGS", "SARCOXIE", "SAUGUS", "SAVANNAH", 
> "SAYVILLE", "SCALY MOUNTAIN", "SCHAEFFERSTOWN", "SCHULENBURG", 
> "SCOTT", "SCOTTSDALE", "SEAFORD", "SEALE", "SEATTLE", "SEDONA", 
> "SEGUIN", "SELDEN", "SENECA", "SENOIA", "SEVEN VALLEYS", "SEYMOUR", 
> "SHARON", "SHARPSBURG", "SHARPSVILLE", "SHAVANO PARK", "SHAWNEE", 
> "SHELLSBURG", "SHELTON", "SHENANDOAH", "SHORELINE", "SHOREWOOD", 
> "SHREVEPORT", "SICKLERVILLE", "SILER CITY", "SILOAM SPRINGS", "SIMON", 
> "SIMPSONVILLE", "SIMSBURY", "SIOUX CITY", "SIOUX FALLS", "SKOKIE", 
> "SKOWHEGAN", "SLATINGTON", "SLIDELL", "SMITHFIELD", "SN BERNRDNO", 
> "SNELLVILLE", "SOCORRO", "SOMERS", "SOPHIA", "SOUTH AMBOY", "SOUTH 
> BELOIT", "SOUTH BEND", "SOUTH DARTMOUTH", "SOUTH HOUSTON", "SOUTH 
> PARK", "SOUTH PLAINFIELD", "SOUTH SIOUX CITY", "SOUTHAMPTON", 
> "SOUTHBURY", "SOUTHGATE", "SPARKS", "SPARROW BUSH", "SPENCER", 
> "SPRING", "SPRING BRANCH", "SPRING GROVE", "SPRING HILL", "SPRING 
> HOPE", "SPRING VALLEY", "SPRINGDALE", "SPRINGFIELD", "SPRINGFIELD 
> GARDENS", "SPRINGHILL", "SPRINGTOWN", "SPRNGFLD GDNS", "SPRUCE PINE", 
> "ST PETERSBURG", "ST. GEORGE", "STAFFORD", "STAMFORD", "STANDISH", 
> "STANLEY", "STANTON", "STATEN ISLAND", "STATESVILLE", "STERLING", 
> "STILLMAN VALLEY", "STILWELL", "STOCKBRIDGE", "STOCKTON", "STONE MTN", 
> "STRAFFORD", "STRATFORD", "STRONGSVILLE", "STROUDSBURG", "STRUTHERS", 
> "SUFFIELD", "SUGAR HILL", "SUGAR LAND", "SULPHUR", "SUMMERVILLE", 
> "SUMMIT", "SUN CITY", "SUNBURY", "SUWANEE", "SWANSEA", "SWANTON", 
> "SWEENY", "SWISSVALE", "SYCAMORE", "SYLVANIA", "SYRACUSE", "TACOMA", 
> "TAFTVILLE", "TAMPA", "TAPPAHANNOCK", "TAR HEEL", "TAUNTON", 
> "TAYLORVILLE", "TECUMSEH", "THE WOODLANDS", "THEODOSIA", "THOMASTON", 
> "THOMASVILLE", "TIERRA VERDE", "TIFTON", "TILLSON", "TILTON", "TINLEY 
> PARK", "TOCCOA", "TOLEDO", "TOLLAND", "TOMBALL", "TOMS RIVER", 
> "TOPEKA", "TOPSHAM", "TORRINGTON", "TOVEY", "TOWNSEND", "TRAVELERS 
> RST", "TRENT", "TRINITY", "TROUTMAN", "TROY", "TRUMBULL", "TUCKER", 
> "TULALIP", "TURNER", "TUSCUMBIA", "TYRONE", "UNION", "UNION CITY", 
> "UNIVERSAL CTY", "UNIVERSITY HTS", "UPPR CHICHSTR", "URBANA", 
> "URBANDALE", "UTICA", "VAIL", "VALE", "VALENCIA", "VALPARAISO", "VAN 
> BUREN", "VAN METER", "VAN WERT", "VANDERGRIFT", "VASSALBORO", 
> "VAUGHN", "VENICE", "VERNAL", "VERNON", "VERONA", "VICTOR", "VIDALIA", 
> "VIENNA", "VILLA GROVE", "VILLA RIDGE", "VOLANT", "W HAMPTON BCH", "W 
> TERRE HAUTE", "WADSWORTH", "WAHOO", "WAKE FOREST", "WALDEN", 
> "WALLINGFORD", "WALLINGTON", "WALNUT COVE", "WANAQUE", "WARFORDSBURG", 
> "WARMINSTER", "WARREN", "WARSAW", "WARTHEN", "WASHINGTON", "WASOLA", 
> "WATAUGA", "WATERBURY", "WATERFORD", "WATERLOO", "WATERVILLE", 
> "WATKINS GLEN", "WAXAHACHIE", "WAYCROSS", "WAYNESBORO", "WEBSTER", 
> "WEIRTON", "WELLSBORO", "WELLSVILLE", "WENTZVILLE", "WESLACO", "WEST 
> CHESTER", "WEST DEPTFORD", "WEST DES MOINES", "WEST HAVEN", "WEST 
> HICKORY", "WEST LIBERTY", "WEST MIFFLIN", "WEST PALM BEACH", "WEST 
> POINT", "WEST READING", "WEST SENECA", "WEST SUFFIELD", "WEST VALLEY 
> CITY", "WESTERVILLE", "WESTHAMPTON", "WESTMINSTER", "WESTMORELAND 
> CITY", "WESTPORT", "WESTVILLE", "WETHERSFIELD", "WHARTON", "WHEELING", 
> "WHITE PLAINS", "WHITEHALL", "WHITESTONE", "WHITESTOWN", "WHITING", 
> "WHITMAN", "WHITTIER", "WICHITA", "WILDWOOD", "WILLARD", 
> "WILLIAMSBURG", "WILLIAMSPORT", "WILLOW GROVE", "WILLOWBROOK", 
> "WILLOWICK", "WILMETTE", "WILMINGTON", "WILSON", "WILTON MANORS", 
> "WIMBERLEY", "WINDCREST", "WINDER", "WINNEBAGO", "WINSIDE", "WINSTON", 
> "WINSTON SALEM", "WINTERSET", "WINTHROP", "WOLCOTT", "WOODBRIDGE", 
> "WOODBURY HEIGHTS", "WOODLAND PARK", "WOODLAWN", "WOODS CROSS", 
> "WOODSIDE", "WOODSTOCK", "WORTHINGTON", "WYOMISSING", "YARMOUTH", 
> "YOE", "YONKERS", "YORK", "YORKTOWN", "YORKTOWN HEIGHTS", "YOUNG HARRIS", "YOUNGSTOWN", "YPSILANTI", "ZELIENOPLE", "ZEPHYRHILLS"), class = "factor"),
>     clusters = c(6L, 10L, 3L, 10L, 5L, 6L, 10L, 6L, 6L, 7L, 5L,
>     7L, 8L, 8L, 3L, 6L, 3L, 10L, 7L, 10L, 10L, 4L, 2L, 8L, 9L,
>     1L, 4L, 4L, 7L, 5L, 10L, 5L, 5L, 10L, 6L, 6L, 10L, 6L, 7L,
>     10L, 10L, 3L, 3L, 6L, 3L), Longitude = c(-93.883554, -90.582058,
>     -83.868923, -89.544083, -72.902467, -94.458904, -90.588533,
>     -94.527843, -92.93769, -80.029456, -70.58809, -82.888789,
>     -80.113071, -82.6661, -81.372992, -95.840964, -82.016013,
>     -89.92625, -80.276676, -89.778385, -87.641063, -94.888036,
>     -117.663119, -82.530568, -75.574437, -122.209047, -96.799309,
>     -95.746255, -80.553953, -73.923314, -87.713482, -73.9731,
>     -73.8187, -87.987023, -93.759478, -94.110903, -90.00597,
>     -93.257109, -79.932483, -90.201858, -89.100233, -84.625923,
>     -84.567614, -93.912921, -84.612564), Latitude = c(34.503045,
>     38.752515, 33.406527, 40.893588, 41.733088, 38.999032, 41.657674,
>     38.890929, 37.639766, 42.099693, 43.53462, 40.142492, 26.538149,
>     27.9062, 31.90104, 34.833083, 35.118836, 35.136047, 39.425712,
>     40.519207, 40.101126, 30.044457, 33.62287, 27.910276, 39.752254,
>     47.403778, 32.961929, 29.820199, 38.408649, 40.668828, 41.983948,
>     40.58116, 40.7253, 41.921667, 41.669921, 36.442552, 38.564663,
>     37.455315, 40.867774, 38.783554, 42.244381, 34.024332, 34.001644,
>     36.622704, 34.017832), distances_Me = c(1879089.079, 1437296.523,
>     1185638.742, 1313997.97, 156759.9125, 1759443.351, 1398398.997,
>     1767861.917, 1668917.322, 534234.2576, 431749.2965, 758508.4701,
>     1657031.938, 1615575.668, 1169085.702, 2024642.021, 930944.4681,
>     1525322.746, 553069.7532, 1337002.822, 1161367.37, 2223496.376,
>     3918520.212, 1609088.602, 164252.5146, 3878581.001, 2197910.688,
>     2304526.789, 614908.3151, 11075.24597, 1160375.454, 494.2997496,
>     21063.72622, 1182681.434, 1662351.873, 1810881.911, 1393581.436,
>     1701982.013, 504395.772, 1404348.991, 1276505.454, 1190457.718,
>     1188029.899, 1787261.336, 1189994.055), distances_Mi = c(1167.607468,
>     893.0913246, 736.719012, 816.477441, 97.40573055, 1093.263337,
>     868.9216123, 1098.494372, 1037.01328, 331.9565399, 268.2755749,
>     471.3135552, 1029.628072, 1003.868436, 726.4334682, 1258.049536,
>     578.4599174, 947.7880794, 343.6603307, 830.7719404, 721.6375366,
>     1381.611443, 2434.846498, 999.8375755, 102.0614003, 2410.029515,
>     1365.713293, 1431.96122, 382.0848884, 6.881813138, 721.0211909,
>     0.30714248, 13.08834388, 734.8814328, 1032.933715, 1125.225657,
>     865.9281298, 1057.55865, 313.4158337, 872.6187534, 793.1807589,
>     739.7133739, 738.2048023, 1110.548567, 739.4252678), ID = 
> 2308:2352), row.names = c(NA, -45L), class = "data.frame")
>
> Proprietary
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