[R] Help with map()

Thu May 14 12:43:58 CEST 2020

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://stackoverflow.com/questions/45066628/cannot-run-map-datastate
> 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
>
> NOTICE TO RECIPIENT OF INFORMATION:\ This e-mail may con...{{dropped:16}}
>
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