Driagrama de barras agrupado - datos filtrados EE.UU, Canadá (Intento)

Integrantes :

Juan Camilo Perdomo Escalante - Jhon Hernandez Bello - Guisell Llanos Pabón - Laura Rodriguez Vargas

library(ggplot2)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(knitr)
library(EDAWR)
## 
## Attaching package: 'EDAWR'
## The following object is masked from 'package:dplyr':
## 
##     storms
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
Data <- "https://raw.githubusercontent.com/lihkir/AnalisisEstadisticoUN/main/Data/catalog.csv"
df <- read.csv(Data)
glimpse(df)
## Rows: 1,693
## Columns: 23
## $ id                   <int> 34, 42, 56, 59, 61, 64, 67, 77, 105, 106, 107, 10~
## $ date                 <chr> "3/2/07", "3/22/07", "4/6/07", "4/14/07", "4/15/0~
## $ time                 <chr> "Night", "", "", "", "", "", "", "", "", "", "", ~
## $ continent_code       <chr> NA, NA, NA, NA, NA, NA, NA, "SA", "SA", "SA", "SA~
## $ country_name         <chr> "United States", "United States", "United States"~
## $ country_code         <chr> "US", "US", "US", "CA", "US", "US", "US", "CO", "~
## $ state.province       <chr> "Virginia", "Ohio", "Pennsylvania", "Quebec", "Ke~
## $ population           <int> 16000, 17288, 15930, 42786, 6903, 6903, 2540, 440~
## $ city.town            <chr> "Cherry Hill", "New Philadelphia", "Wilkinsburg",~
## $ distance             <dbl> 3.40765, 3.33522, 2.91977, 2.98682, 5.66542, 0.23~
## $ location_description <chr> "Unknown", "", "Urban area", "Above river", "Belo~
## $ latitude             <dbl> 38.6009, 40.5175, 40.4377, 45.3226, 37.4325, 37.4~
## $ longitude            <dbl> -77.2682, -81.4305, -79.9160, -73.7771, -82.4931,~
## $ geolocation          <chr> "(38.600900000000003, -77.268199999999993)", "(40~
## $ hazard_type          <chr> "Landslide", "Landslide", "Landslide", "Landslide~
## $ landslide_type       <chr> "Landslide", "Landslide", "Landslide", "Riverbank~
## $ landslide_size       <chr> "Small", "Small", "Small", "Small", "Small", "Sma~
## $ trigger              <chr> "Rain", "Rain", "Rain", "Rain", "Downpour", "Rain~
## $ storm_name           <chr> "", "", "", "", "", "", "", "", "", "", "", "", "~
## $ injuries             <int> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
## $ fatalities           <int> NA, NA, NA, NA, 0, NA, NA, 13, NA, NA, NA, NA, 7,~
## $ source_name          <chr> "NBC 4 news", "Canton Rep.com", "The Pittsburgh C~
## $ source_link          <chr> "http://www.nbc4.com/news/11186871/detail.html", ~
select(df, 'country_name', 'city.town', 'distance')
##                          country_name                         city.town
## 1                       United States                       Cherry Hill
## 2                       United States                  New Philadelphia
## 3                       United States                       Wilkinsburg
## 4                              Canada                      Châteauguay
## 5                       United States                         Pikeville
## 6                       United States                         Pikeville
## 7                       United States                      Dakota Dunes
## 8                            Colombia                           Pereira
## 9                             Ecuador                            Zamora
## 10                            Ecuador                              Loja
## 11                            Ecuador                        Sangolquí
## 12                      United States                       Haltom City
## 13                             Mexico       Laguna Chica (Pueblo Nuevo)
## 14                             Canada                            Ottawa
## 15                 Dominican Republic                        San Carlos
## 16                      United States                     Grand Prairie
## 17                          Guatemala                  San José Pinula
## 18                            Jamaica                      Port Antonio
## 19                      United States                            Meeker
## 20                           Dominica                       Pont Cassé
## 21                      United States                         Caledonia
## 22                      United States                              Cody
## 23                      United States                         Rochester
## 24                      United States                         La Crosse
## 25                      United States                         La Crosse
## 26                      United States                          Glendale
## 27                          Guatemala                          Lanquín
## 28                          Guatemala                           Morales
## 29                             Mexico        Xochitlaxco (San Baltazar)
## 30                Trinidad and Tobago                       Scarborough
## 31                             Mexico            El Limón de los Ramos
## 32                      United States                      Jemez Pueblo
## 33                          Nicaragua                           Bonanza
## 34                        El Salvador              Concepción de Ataco
## 35                      United States                            Hoback
## 36                      United States                           Ketchum
## 37                      United States                 Steamboat Springs
## 38                         Costa Rica                           Heredia
## 39                           Dominica                            Roseau
## 40                      United States                        New Castle
## 41                          Guatemala                    Guatemala City
## 42                             Mexico                       Xaltepuxtla
## 43                              Haiti                        Gros Morne
## 44                         Costa Rica                       San Ignacio
## 45                         Costa Rica                            Atenas
## 46                         Costa Rica                                  
## 47                              Haiti                           Cabaret
## 48                            Jamaica                          Maggotty
## 49                           Colombia                           Suárez
## 50                            Jamaica                              Bath
## 51                         Costa Rica                           Miramar
## 52                 Dominican Republic                    Bajos de Haina
## 53                              Haiti                    Port-au-Prince
## 54                            Jamaica                         Easington
## 55                            Jamaica                        Riversdale
## 56                            Jamaica                       Gordon Town
## 57                             Mexico                        Buenavista
## 58                 Dominican Republic                  Río Verde Abajo
## 59                             Mexico                         Ostuacán
## 60                            Jamaica  Saint Annнўдâ\200°ÐµÐ´â\200¹Ñžs Bay
## 61                Trinidad and Tobago                        Roxborough
## 62                      United States                   Rancho Santa Fe
## 63                      United States                      Lawrenceburg
## 64                 Dominican Republic        Santiago de los Caballeros
## 65                Trinidad and Tobago                     Sangre Grande
## 66                Trinidad and Tobago                        Roxborough
## 67                Trinidad and Tobago                        Roxborough
## 68                        Puerto Rico                          San Juan
## 69                      United States                          Trafford
## 70                           Colombia                          Ambalema
## 71                      United States                       Level Green
## 72                      United States                          La Jolla
## 73                             Mexico                           Tijuana
## 74                      United States                         Encinitas
## 75                      United States                          La Jolla
## 76                      United States            Wickerham Manor-Fisher
## 77                      United States                              Etna
## 78                            Ecuador                         Archidona
## 79                      United States                         Homestead
## 80                               Peru                      Tingo María
## 81                      United States                      Green Island
## 82                      United States                          Pitcairn
## 83                      United States                           Toronto
## 84                      United States                      Mount Carmel
## 85                      United States                        Wellsville
## 86                      United States                            Ludlow
## 87                            Ecuador                             Quito
## 88                      United States                       Jerseyville
## 89                      United States                     Franklin Park
## 90                               Peru                           Carhuaz
## 91                      United States                            Westby
## 92                      United States                              Avon
## 93                            Jamaica                         Ocho Rios
## 94                              Haiti                    Port-au-Prince
## 95                      United States                            Winona
## 96                      United States                           Newbury
## 97                      United States                        Whitefield
## 98                      United States                          Chatmoss
## 99                      United States                        Montgomery
## 100                     United States                       Fort Wright
## 101                     United States                             Aspen
## 102                        Costa Rica                           Bagaces
## 103                          Colombia                         Medellín
## 104                         Guatemala                            Palín
## 105                       El Salvador                       Santa Tecla
## 106                     United States                      Martinsville
## 107                     United States                           Hancock
## 108                         Guatemala                    Guatemala City
## 109                     United States                            Jasper
## 110                          Colombia                          Hacarí 
## 111                     United States                            Orange
## 112                     United States                         Las Vegas
## 113                     United States                        Williamson
## 114                     United States                        Charleston
## 115                     United States                        Guttenberg
## 116                     United States                           Durango
## 117                          Colombia                           Quetame
## 118                     United States                     Brice Prairie
## 119                          Colombia                          Briceño
## 120                         Guatemala                         La Unión
## 121                     United States                  Snowmass Village
## 122                     United States                            McCall
## 123                     United States                            Salmon
## 124                     United States                        Walsenburg
## 125                     United States                      Jemez Pueblo
## 126                     United States                        Walsenburg
## 127                     United States                        Woodsville
## 128                     United States                            Ramona
## 129                     United States                        Carbondale
## 130                     United States                          Mapleton
## 131                     United States                  East Carbon City
## 132                Dominican Republic                  Sabana de La Mar
## 133                          Colombia                            Caldas
## 134                          Colombia                           Cereté
## 135                     United States                            Salida
## 136                     United States                        Perry Park
## 137                            Mexico            San Francisco Chimalpa
## 138                Dominican Republic                       La Agustina
## 139                             Haiti                            Jacmel
## 140                             Haiti                    Port-au-Prince
## 141                            Panama                        Cerro Azul
## 142                     United States                         Lake Lure
## 143                           Jamaica                        Mavis Bank
## 144                     United States                         Lake Lure
## 145                             Haiti                         Gonaïves
## 146                           Jamaica                              Bath
## 147                        Costa Rica                     Daniel Flores
## 148                     United States                           Holyoke
## 149               Trinidad and Tobago                      Petit Valley
## 150                     United States                        Sun Valley
## 151                         Nicaragua                             Tisma
## 152                          Colombia                          Moñitos
## 153                        Costa Rica                        San Isidro
## 154                        Costa Rica                          Santiago
## 155                       Saint Lucia                        Vieux Fort
## 156                        Costa Rica                           Golfito
## 157                        Costa Rica                           Miramar
## 158                         Guatemala                 San José Poaquil
## 159                          Honduras                          Corquín
## 160                          Honduras                       Tegucigalpa
## 161                          Barbados                         Bathsheba
## 162                         Guatemala      San Sebastián Huehuetenango
## 163                          Colombia                         Medellín
## 164               Trinidad and Tobago                     Port-of-Spain
## 165                         Venezuela                           Caracas
## 166                          Colombia                           Miranda
## 167                            Panama                           Boquete
## 168                     United States                     Valley Center
## 169                         Guatemala                           Morales
## 170                     United States                   Fairbanks Ranch
## 171               Trinidad and Tobago                      Petit Valley
## 172               Trinidad and Tobago                      Petit Valley
## 173               Trinidad and Tobago                           Peñal,
## 174                     United States                   Harbison Canyon
## 175                     United States                          Kingston
## 176                     United States                     Maggie Valley
## 177                            Mexico                       Mexico City
## 178                Dominican Republic                     Pedro García
## 179                     United States                           Crafton
## 180                          Colombia                              Hobo
## 181                     United States                        Sale Creek
## 182                     United States                             Provo
## 183                     United States                    East Lexington
## 184                              Peru                            Parcoy
## 185                              Peru                        Aricapampa
## 186                     United States                Cottonwood Heights
## 187                     United States                    East Millcreek
## 188                     United States                        Canyon Rim
## 189                     United States                    East Lexington
## 190                     United States                           Boulder
## 191                          Colombia                          Sahagún
## 192                     United States                          Hannibal
## 193                            Brazil                          Altamira
## 194                            Brazil                    Barra do Corda
## 195                     United States                           Hindman
## 196                     United States                           Jackson
## 197                     United States                         Pikeville
## 198                     United States                            Lenoir
## 199                     United States                            Hamlin
## 200                     United States                            Draper
## 201                     United States                            Hudson
## 202                     United States                           Ketchum
## 203                     United States                            Dayton
## 204                     United States                      Hopkinsville
## 205                     United States                  Prairie du Chien
## 206               Trinidad and Tobago                         Marabella
## 207                            Mexico                San José del Cabo
## 208                             Haiti                        Saint-Marc
## 209                     United States                            Sparks
## 210                            Mexico               Magdalena Contreras
## 211                Dominican Republic                          Altamira
## 212                Dominican Republic                          Tamboril
## 213                     United States                         Cleveland
## 214                     United States                        Livingston
## 215                     United States                    Stone Mountain
## 216                     United States                  Lookout Mountain
## 217                     United States                           Brevard
## 218                           Ecuador    Santo Domingo de los Colorados
## 219                     United States                           Trenton
## 220                     United States                        Gatlinburg
## 221                     United States                        Cedar Hill
## 222                     United States                             Hyden
## 223                             Haiti                         Carrefour
## 224                       El Salvador                       San Vicente
## 225                       El Salvador                Antiguo Cuscatlán
## 226                       El Salvador                       San Vicente
## 227                       El Salvador                       San Vicente
## 228                     United States                        East Ridge
## 229                        Costa Rica                          San Vito
## 230                     United States                             Alton
## 231                     United States                       Chattanooga
## 232                     United States                   Signal Mountain
## 233                     United States                   Signal Mountain
## 234                     United States                         Louisiana
## 235                     United States                   Running Springs
## 236                     United States                            Purvis
## 237                           Jamaica                        Moore Town
## 238                           Ecuador                          Machachi
## 239                     United States                     Valley Center
## 240                     United States                       Tonto Basin
## 241                     United States                    Morongo Valley
## 242                     United States                           Aguanga
## 243                     United States                      Cordes Lakes
## 244                     United States                        Rural Hall
## 245                     United States                      Madisonville
## 246                     United States                   Signal Mountain
## 247                     United States                       Soddy-Daisy
## 248                     United States                        Pittsburgh
## 249                     United States                            Canaan
## 250                     United States                      Tobaccoville
## 251                     United States                        Manchester
## 252                              Peru                              Anta
## 253                           Ecuador                            Baños
## 254                     United States                           Clemson
## 255                            Mexico                            Toluca
## 256                            Mexico                Heroica Zitácuaro
## 257                            Mexico                        Jarácuaro
## 258                            Mexico              Mineral de Angangueo
## 259                     United States                     Maggie Valley
## 260                            Mexico                       Zacazonapan
## 261                     United States                      Williamsburg
## 262                     United States                           Jenkins
## 263                     United States                        Livingston
## 264                             Haiti                      Cap-Haïtien
## 265                     United States                           Banning
## 266                     United States                    San Bernardino
## 267                          Dominica                       Pont Cassé
## 268                     United States                        Pittsburgh
## 269                     United States                           Crafton
## 270                     United States                 Saint Croix Falls
## 271                     United States                             Belle
## 272                     United States                         Princeton
## 273                     United States                       Lake Mohawk
## 274                     United States                      Summersville
## 275                     United States                           Jackson
## 276                     United States                         Topsfield
## 277                     United States                        Ogdensburg
## 278                     United States                      Robbinsville
## 279                     United States                           Clinton
## 280                     United States                           Walpole
## 281                     United States                          New Hope
## 282                     United States                        Gatlinburg
## 283                     United States                       Salineville
## 284                     United States                         Good Hope
## 285                     United States                         Worcester
## 286                     United States                        Gatlinburg
## 287                     United States                        Middletown
## 288                     United States                       Sound Beach
## 289                     United States                           Yonkers
## 290                     United States                      Fort Madison
## 291                     United States                      Fort Madison
## 292                     United States                           Winslow
## 293                     United States                        Greenville
## 294                              Peru                           Acomayo
## 295                              Peru                              Ambo
## 296                     United States                        Burlington
## 297                          Dominica                           Berekua
## 298                          Dominica                       Pont Cassé
## 299                          Dominica                           Berekua
## 300                          Dominica                           Berekua
## 301                          Dominica                         La Plaine
## 302                        Costa Rica                      Desamparados
## 303                          Colombia                          Girardot
## 304                          Dominica                       Pont Cassé
## 305                           Jamaica                         Easington
## 306                           Jamaica                         Chapelton
## 307                           Jamaica                           May Pen
## 308                           Jamaica                          Buff Bay
## 309                           Jamaica                      Port Antonio
## 310                     United States                           Clifton
## 311                        Costa Rica                          Ã\201ngeles
## 312                     United States                          Morehead
## 313                     United States                      Salyersville
## 314                     United States                       Belle Meade
## 315                     United States                      Forest Hills
## 316                     United States                          Fairview
## 317                     United States                 Brentwood Estates
## 318                     United States                          Columbia
## 319                     United States                           Hindman
## 320                     United States                             Hyden
## 321                     United States                        Cumberland
## 322                     United States                         Pineville
## 323                     United States                       Paintsville
## 324                     United States                              Inez
## 325                     United States                        Williamson
## 326                     United States                              Inez
## 327                     United States                            Hazard
## 328                     United States                           Hindman
## 329                     United States                           Hindman
## 330                     United States                        Cumberland
## 331                     United States                        Cumberland
## 332                     United States                     Gilbert Creek
## 333                     United States                         Clintwood
## 334                     United States                           Jenkins
## 335                     United States                         Pikeville
## 336                     United States                           Ironton
## 337                     United States                           Ironton
## 338                     United States                        Coal Grove
## 339                           Ecuador                        Esmeraldas
## 340                          Colombia                              Cali
## 341                            Mexico                           Tijuana
## 342                     United States                       Belle Meade
## 343                     United States                           Ironton
## 344                     United States                 North Kansas City
## 345                     United States                      Salyersville
## 346                     United States                        Charleston
## 347                        Costa Rica                      Desamparados
## 348                     United States                          Marshall
## 349                          Colombia                     Puerto López
## 350                     United States                        Canyon Rim
## 351                         Guatemala                         Almolonga
## 352                          Colombia                            Soacha
## 353                         Guatemala                            Palín
## 354                         Guatemala                        Amatitlán
## 355                         Guatemala                         Chinautla
## 356                         Guatemala            Santa María De Jesús
## 357                         Guatemala                    Guatemala City
## 358                         Guatemala              Santa Cruz La Laguna
## 359                         Guatemala                    Santa Apolonia
## 360                         Guatemala               San Pedro La Laguna
## 361                         Guatemala                  San José Pinula
## 362                         Guatemala                   San Juan Cotzal
## 363                         Guatemala                      Totonicapán
## 364                     United States                        Pittsburgh
## 365                     United States                        Green Tree
## 366                     United States                           Brevard
## 367                     United States                      Spring Creek
## 368                     United States                           Mallory
## 369                     United States                         Lafayette
## 370                     United States                         Caledonia
## 371                     United States                   Richland Center
## 372                         Guatemala               San Pablo La Laguna
## 373                     United States                       Buena Vista
## 374                     United States                       Canandaigua
## 375                            Mexico                    Santa Catarina
## 376                          Honduras                       Tegucigalpa
## 377                     United States                            Naples
## 378                     United States                       Saint Marys
## 379                            Canada                          Ancaster
## 380                     United States                         Jefferson
## 381                          Honduras                       Tegucigalpa
## 382                     United States                         Flagstaff
## 383                         Guatemala                         Chinautla
## 384                     United States                        Huntington
## 385                            Mexico                         Escuintla
## 386                            Mexico       San Cristóbal de las Casas
## 387                     United States                           Durango
## 388                     United States                           Socorro
## 389                     United States                  Mountain Village
## 390                     United States                  Mountain Village
## 391                     United States                          Bellevue
## 392               Trinidad and Tobago                      Petit Valley
## 393               Trinidad and Tobago                          Mucurapo
## 394               Trinidad and Tobago                     Port-of-Spain
## 395                        Costa Rica                      Desamparados
## 396                          Colombia                          Ciénaga
## 397                     United States                        Carbondale
## 398                     United States                         Leadville
## 399                     United States                    Woodland Hills
## 400               Trinidad and Tobago                      Petit Valley
## 401                            Mexico                       Mexico City
## 402               Trinidad and Tobago                      Petit Valley
## 403                          Colombia                       San Calixto
## 404               Trinidad and Tobago                          Mucurapo
## 405               Trinidad and Tobago                        Laventille
## 406                          Honduras                       Tegucigalpa
## 407                     United States                           Ottumwa
## 408                           Jamaica                        Stony Hill
## 409                     United States                       Banner Hill
## 410                     United States                            Draper
## 411                     United States                        Carbondale
## 412                     United States                        Carbondale
## 413                     United States                        Carbondale
## 414                     United States                        Carbondale
## 415                     United States                  Snowmass Village
## 416                     United States                  Snowmass Village
## 417                     United States                        Carbondale
## 418                     United States                  Glenwood Springs
## 419                     United States                              Moab
## 420                         Nicaragua                        El Crucero
## 421               Trinidad and Tobago                      San Fernando
## 422                            Mexico                  Santiago Choapam
## 423                            Mexico         Santa María la Asunción
## 424                         Nicaragua                San José de Bocay
## 425                          Colombia                          Málaga 
## 426                     United States                           Yucaipa
## 427                         Guatemala                             Mixco
## 428                         Guatemala                             Mixco
## 429                         Guatemala             Santa Catarina Pinula
## 430                         Guatemala                   San Juan Ermita
## 431                         Guatemala                     Malacatancito
## 432                         Guatemala             San Andrés Semetabaj
## 433                         Guatemala                           Senahú
## 434                          Colombia                          Málaga 
## 435                          Honduras                      Santa Lucía
## 436                     United States                         Smethport
## 437                         Guatemala                          Nahualá
## 438                         Guatemala                           Colomba
## 439                         Guatemala                         Chicamán
## 440                         Guatemala                       Jocotenango
## 441                         Guatemala                     Chimaltenango
## 442                         Guatemala                         Sacapulas
## 443                     United States                         Knoxville
## 444                           Jamaica                        Moore Town
## 445                            Mexico                         El Hatito
## 446               Trinidad and Tobago                         Tabaquite
## 447                     United States                   Madison Heights
## 448                         Venezuela                        Maiquetía
## 449                            Mexico                    Villa Guerrero
## 450                     United States                       Tonto Basin
## 451                            Canada                      Saint-Lazare
## 452                     United States                       Lake Hallie
## 453                       El Salvador                            Tacuba
## 454                          Colombia                             Apía
## 455                          Colombia                           Giraldo
## 456                           Jamaica                        Moore Town
## 457                            Mexico          Santo Domingo Tepuxtepec
## 458                     United States                      Mount Oliver
## 459                        Costa Rica                        San Rafael
## 460                           Jamaica                          Richmond
## 461                           Jamaica                        Stony Hill
## 462                           Jamaica                          Bog Walk
## 463                            Mexico                           Amatán
## 464                            Mexico                         Chihuahua
## 465                     United States                        Heidelberg
## 466                           Jamaica                        Stony Hill
## 467                            Mexico               Tanetze de Zaragoza
## 468                     United States                            McGraw
## 469                        Costa Rica                          Salitral
## 470                        Costa Rica                          Salitral
## 471                             Haiti                         Carrefour
## 472                     United States                        Woodsville
## 473                     United States          Chesapeake Ranch Estates
## 474                          Honduras                         El Rancho
## 475  Saint Vincent and the Grenadines                        Georgetown
## 476                          Dominica                        Calibishie
## 477                       Puerto Rico                          Orocovis
## 478               U.S. Virgin Islands                       Saint Croix
## 479                          Colombia               San Pablo de Borbur
## 480                        Costa Rica                          Ã\201ngeles
## 481                             Haiti                         Léogâne
## 482                             Haiti                         Carrefour
## 483                              Cuba                             Cerro
## 484                     United States                    Thousand Palms
## 485                          Honduras                            Cusuna
## 486                           Jamaica                          Richmond
## 487  Saint Vincent and the Grenadines                        Georgetown
## 488                       Saint Lucia                           Laborie
## 489                       Saint Lucia                        Soufrière
## 490                       Saint Lucia                        Soufrière
## 491                       Saint Lucia                           Dennery
## 492                       Saint Lucia                        Soufrière
## 493                       Saint Lucia                        Soufrière
## 494               Trinidad and Tobago                     Sangre Grande
## 495               Trinidad and Tobago                        Roxborough
## 496               Trinidad and Tobago                        Roxborough
## 497               Trinidad and Tobago                          Paradise
## 498               Trinidad and Tobago                        Roxborough
## 499               Trinidad and Tobago                       Scarborough
## 500               Trinidad and Tobago                       Scarborough
## 501                        Costa Rica                           Escazú
## 502                        Costa Rica                        San Marcos
## 503                        Costa Rica                        San Rafael
## 504                        Costa Rica                          Tilarán
## 505                        Costa Rica                            Orosí
## 506                        Costa Rica                           Golfito
## 507                        Costa Rica                             Tejar
## 508                        Costa Rica                        San Isidro
## 509                        Costa Rica                          Corredor
## 510                        Costa Rica                           Parrita
## 511                        Costa Rica                    Ciudad Cortés
## 512                        Costa Rica                        San Isidro
## 513                        Costa Rica                          Mercedes
## 514                        Costa Rica                          Santiago
## 515                              Cuba                           Baracoa
## 516                              Peru                          Huánuco
## 517                          Colombia                         Quinchía
## 518                          Colombia                         Medellín
## 519                          Colombia                        San Marcos
## 520                          Colombia                         La Calera
## 521                     United States                        Manchester
## 522                           Jamaica                       Manchioneal
## 523                          Colombia                       Marquetalia
## 524                          Colombia                       Marquetalia
## 525                          Colombia                         Marulanda
## 526                          Colombia                         Arboledas
## 527                          Colombia                       San Andrés
## 528                          Colombia                          Cáceres
## 529                        Costa Rica                          Ã\201ngeles
## 530                         Venezuela                      Santa Teresa
## 531                         Venezuela                           Caracas
## 532               Trinidad and Tobago                      Petit Valley
## 533               Trinidad and Tobago                      Petit Valley
## 534               Trinidad and Tobago                      Petit Valley
## 535               Trinidad and Tobago                      Petit Valley
## 536               Trinidad and Tobago                      Petit Valley
## 537               Trinidad and Tobago                      Petit Valley
## 538                         Venezuela                          Caricuao
## 539                         Venezuela                          Caricuao
## 540                         Venezuela                          Caricuao
## 541                         Venezuela                           Caracas
## 542                         Venezuela                            Baruta
## 543                         Venezuela                        El Hatillo
## 544                         Venezuela                           Caracas
## 545                         Venezuela                           Caracas
## 546                         Venezuela                           Guatire
## 547                         Venezuela                           Caracas
## 548                         Venezuela                           Caracas
## 549                         Venezuela                           Caracas
## 550                     United States                      Little Falls
## 551                     United States                         Knoxville
## 552                     United States                         Flat Rock
## 553                          Colombia                             Bello
## 554               Trinidad and Tobago                      Princes Town
## 555               Trinidad and Tobago                     Sangre Grande
## 556               Trinidad and Tobago                     Sangre Grande
## 557                            Panama                          El Giral
## 558                            Panama                         Portobelo
## 559                     United States                   Running Springs
## 560                     United States                   Summerlin South
## 561                     United States                         Encinitas
## 562                     United States                            Muscoy
## 563                     United States                         Encinitas
## 564                     United States                          Highland
## 565                     United States                       San Jacinto
## 566                     United States                   Running Springs
## 567                     United States                          Highland
## 568                     United States                   Running Springs
## 569                     United States                          Carlsbad
## 570                     United States                        Loma Linda
## 571                     United States                          La Jolla
## 572                     United States                          La Jolla
## 573                     United States                        Loma Linda
## 574                          Colombia                         San Pablo
## 575                     United States                           La Mesa
## 576                     United States                     Moreno Valley
## 577                     United States                    Mingo Junction
## 578                              Peru                             Yanac
## 579                        Costa Rica                         Guápiles
## 580                     United States                        Idaho City
## 581                     United States                             Boise
## 582                     United States                             Boise
## 583                     United States                        Idaho City
## 584                     United States                        Chesapeake
## 585                     United States                     Maggie Valley
## 586                           Ecuador                          Machachi
## 587                           Ecuador                        Saquisilí
## 588                           Jamaica                          Richmond
## 589                           Jamaica                          Buff Bay
## 590                     United States                          Descanso
## 591                            Panama                          La Palma
## 592                            Panama                         Almirante
## 593                     United States                         Glen Lyon
## 594                          Colombia                           Matanza
## 595                     United States                      Blowing Rock
## 596                     United States                            Bethel
## 597                     United States                       New Milford
## 598                     United States                        Greenfield
## 599                         Venezuela                        Maiquetía
## 600                     United States                        Heidelberg
## 601                     United States                          Wildwood
## 602                     United States                            Hazard
## 603                     United States                          Lewiston
## 604                     United States                           Bethany
## 605                     United States                           Bethany
## 606                     United States                       Tunkhannock
## 607                     United States                         Arlington
## 608                     United States                        Hillsville
## 609                     United States                          Bellaire
## 610                     United States                         Brilliant
## 611                     United States                       Tunkhannock
## 612                     United States                        Wellsville
## 613                     United States                         Brilliant
## 614                     United States                      Jacksonville
## 615                     United States                    Bradford Woods
## 616                     United States                    Powhatan Point
## 617                     United States                        Wellsville
## 618                     United States                            Hadley
## 619                          Colombia                       Villamaría
## 620                     United States                       Summit Park
## 621                          Colombia                           Cúcuta
## 622                     United States                     Valley Center
## 623                          Colombia                         Manizales
## 624                     United States                       Sevierville
## 625                     United States                         Bethlehem
## 626                     United States                        Coraopolis
## 627                     United States                       Rocky River
## 628                     United States                        Chesapeake
## 629                          Colombia                         Medellín
## 630                     United States                          Millvale
## 631                          Colombia                          El Tambo
## 632                          Colombia                          El Tambo
## 633                           Grenada                          Victoria
## 634                           Grenada                           Gouyave
## 635  Saint Vincent and the Grenadines                        Georgetown
## 636                     United States                          Bellevue
## 637                          Colombia                         Manizales
## 638                          Colombia                       Villamaría
## 639                     United States                        Pittsburgh
## 640                          Colombia                Santa Rosa de Osos
## 641                     United States                    West Homestead
## 642                     United States                    Bradford Woods
## 643                          Colombia                          Florián
## 644                          Colombia        San Antonio del Tequendama
## 645                     United States                           Hoboken
## 646                     United States                      Tiltonsville
## 647                     United States                         Elizabeth
## 648                     United States                         Brilliant
## 649                     United States                       Bala Cynwyd
## 650                     United States                          Thurmont
## 651                     United States                      Independence
## 652                     United States                       Cold Spring
## 653                     United States                      Williamstown
## 654                     United States                       Villa Hills
## 655                     United States                       Delhi Hills
## 656                     United States                            Wilder
## 657                     United States                        Alexandria
## 658                          Colombia           Municipio de Copacabana
## 659                          Colombia                          Frontino
## 660                           Ecuador                             Macas
## 661                     United States                       Sissonville
## 662                     United States                   West Portsmouth
## 663                     United States                           Waverly
## 664                     United States                         Hollister
## 665                     United States                            Cleves
## 666                     United States                            Ludlow
## 667                     United States                          Bellevue
## 668                     United States                         Eddyville
## 669                     United States                        Cincinnati
## 670                     United States                           Newport
## 671                     United States                        Cincinnati
## 672                     United States                         Wolfhurst
## 673                     United States                            Midway
## 674                     United States                         Dry Ridge
## 675                     United States                      Barrackville
## 676                     United States                            Amelia
## 677                     United States                           Bolivar
## 678                     United States                           Dickson
## 679                     United States                            Ludlow
## 680                     United States                            McEwen
## 681                     United States                    Dawson Springs
## 682                     United States                            Harlan
## 683                     United States                    Willow Springs
## 684                     United States                        Cumberland
## 685                     United States                      Turpin Hills
## 686                     United States                        Bridgetown
## 687                     United States                              Mack
## 688                     United States                    New Burlington
## 689                     United States                            Ludlow
## 690                          Colombia                           Samacá
## 691                     United States                           Augusta
## 692                     United States                         Frankfort
## 693                     United States                         Frankfort
## 694                     United States                         Frankfort
## 695                     United States                         Maysville
## 696                     United States                          Aberdeen
## 697                           Ecuador                             Quito
## 698                     United States                           Swanton
## 699                     United States                           Swanton
## 700                     United States                             Barre
## 701                          Colombia                            Belén
## 702                        Costa Rica                          Ã\201ngeles
## 703                     United States                            Victor
## 704                     United States                        Charleston
## 705                     United States                        Burlington
## 706                     United States                           Ironton
## 707                     United States                        Coal Grove
## 708                     United States                           Ironton
## 709                     United States                  Brooklyn Heights
## 710                     United States                         Masontown
## 711                     United States                        Washington
## 712                     United States                        Maple Glen
## 713                     United States                         Whitehall
## 714                          Colombia                              Cali
## 715                          Colombia                           Lebrija
## 716                          Colombia                       Piedecuesta
## 717                     United States                       Curtisville
## 718                          Colombia           San Vicente de Chucurí
## 719                     United States                        Huntington
## 720                     United States                        Huntington
## 721                     United States                        Huntington
## 722                     United States                        Huntington
## 723                     United States                        Huntington
## 724                     United States                      West Liberty
## 725                     United States                        Coraopolis
## 726                     United States                        Russellton
## 727                     United States                              Plum
## 728                     United States                         Youngwood
## 729                     United States                        Wolf Creek
## 730                     United States                            Ingram
## 731                     United States                        Pittsburgh
## 732                     United States                         Santaquin
## 733                     United States                         Leetsdale
## 734                     United States                         Leetsdale
## 735                     United States                        Farmington
## 736                     United States                            Beaver
## 737                     United States                       Grantsville
## 738                     United States                       Centerville
## 739                     United States                            Arnold
## 740                     United States                        Sioux City
## 741                     United States                         Ann Arbor
## 742                     United States                       Lake Placid
## 743                     United States                             Alton
## 744                     United States                             Barre
## 745                     United States                        Wolf Creek
## 746                     United States                          Sundance
## 747                     United States                             Barre
## 748                             Haiti                            Jacmel
## 749                             Haiti                            Hinche
## 750                Dominican Republic            San José de Las Matas
## 751                           Ecuador                         El Ã\201ngel
## 752                     United States                          Keystone
## 753                          Colombia                Santa Rosa del Sur
## 754                             Haiti                      Pétionville
## 755                     United States                            Dayton
## 756                     United States                            Keokuk
## 757                     United States                           Windsor
## 758                     United States                        Eau Claire
## 759                     United States                         Southport
## 760                     United States                         Harrogate
## 761                            Mexico                    La Jarretadera
## 762                     United States                           Stanton
## 763                     United States                        Georgetown
## 764                            Mexico               Xalapa de Enríquez
## 765                     United States                        Burlington
## 766                     United States                           Batavia
## 767                     United States                           Newport
## 768                         Venezuela                        El Consejo
## 769                         Venezuela                     Santo Domingo
## 770                     United States                         Homestead
## 771                     United States                             Aspen
## 772                     United States                              Plum
## 773                     United States                          Highland
## 774                Dominican Republic                     Santo Domingo
## 775                     United States                      Silverthorne
## 776                     United States                          Sheridan
## 777                     United States                          Sheridan
## 778                     United States                      Sierra Vista
## 779                     United States                      Sierra Vista
## 780                        Costa Rica                             Upala
## 781                     United States                            Paonia
## 782                     United States                            Paonia
## 783                     United States                             Eagar
## 784                     United States                           Boulder
## 785                     United States                           Boulder
## 786                     United States            Sierra Vista Southeast
## 787                            Mexico                       Salina Cruz
## 788                            Mexico               San José Chiltepec
## 789                            Mexico              Paso Real de Sarabia
## 790                     United States                  Mountain Village
## 791                     United States                  Glenwood Springs
## 792                     United States                         Homestead
## 793                     United States                    New California
## 794                     United States                           Campton
## 795                     United States                              Avon
## 796                     United States                         Williston
## 797                     United States                            Hazard
## 798                            Mexico                    Nueva Libertad
## 799                            Mexico                            Colima
## 800                            Mexico        Chilpancingo de los Bravos
## 801                            Mexico                        Jarácuaro
## 802                            Mexico                              Puga
## 803                     United States                          San Luis
## 804                     United States                            Hurley
## 805                     United States                          El Jebel
## 806                     United States                  Glenwood Springs
## 807                     United States                             Rifle
## 808                     United States                         Wellsboro
## 809                     United States                         Silverton
## 810                     United States                        Gatlinburg
## 811                     United States                          Columbia
## 812                     United States                          Imperial
## 813                     United States                     Highland Lake
## 814                           Bermuda                          Hamilton
## 815                     United States                            Inwood
## 816                     United States                         Belvidere
## 817                     United States                   Warren Township
## 818                         Guatemala                          Barillas
## 819                        Costa Rica                        San Isidro
## 820                          Honduras                       Tegucigalpa
## 821                          Colombia                         Medellín
## 822                          Colombia                      Buenaventura
## 823                     United States                        Cedar City
## 824                       El Salvador                             Apopa
## 825                            Mexico                        Cihuatlán
## 826                          Colombia                   Ciudad Bolívar
## 827               Trinidad and Tobago                        Laventille
## 828                        Costa Rica                               Cot
## 829               Trinidad and Tobago                      Petit Valley
## 830                          Colombia                          Calarcá
## 831                          Colombia                         Manizales
## 832                          Colombia                         Cajamarca
## 833                Dominican Republic                         Constanza
## 834                     United States                          Kutztown
## 835                          Colombia                         Cajamarca
## 836                          Colombia                             Funza
## 837                     United States                        Scottsboro
## 838                          Colombia                Carmen de Apicalá
## 839               Trinidad and Tobago                           Peñal,
## 840               Trinidad and Tobago                      Point Fortin
## 841               Trinidad and Tobago                         Tabaquite
## 842               Trinidad and Tobago                      Petit Valley
## 843               Trinidad and Tobago                     Sangre Grande
## 844               Trinidad and Tobago                         Tabaquite
## 845               Trinidad and Tobago                             Arima
## 846               Trinidad and Tobago                     Sangre Grande
## 847                         Venezuela                           Caracas
## 848                          Colombia                        Los Santos
## 849                          Colombia                            Soacha
## 850                          Colombia                           La Cruz
## 851                          Colombia                          Norcasia
## 852                          Colombia                       San Lorenzo
## 853                          Colombia                       Santa Marta
## 854                          Colombia                          Aranzazu
## 855                          Colombia                     Dos Quebradas
## 856                     United States                          Emsworth
## 857                     United States                            Dayton
## 858               Trinidad and Tobago                          Paradise
## 859                          Colombia                          Envigado
## 860                     United States                            Dayton
## 861                     United States                        Pittsburgh
## 862                     United States                            Ludlow
## 863                     United States                         Homestead
## 864                              Peru                             Tauca
## 865                     United States                      Chapmanville
## 866                     United States                          Richmond
## 867                     United States                         Jacksboro
## 868                           Ecuador                             Chone
## 869                     United States                           Cheviot
## 870                     United States                            Loyall
## 871                     United States                      Roeland Park
## 872                           Ecuador                           Tosagua
## 873                             Haiti                      Pétionville
## 874                     United States                         Boonville
## 875                             Haiti                            Limbé
## 876                          Colombia                            Amalfi
## 877               Trinidad and Tobago                        Roxborough
## 878               Trinidad and Tobago                       Scarborough
## 879                          Colombia                         Florencia
## 880                     United States                            Dayton
## 881                     United States                      Fayetteville
## 882                     United States                          Bellevue
## 883                     United States                        Youngstown
## 884                        Costa Rica                     Santo Domingo
## 885                         Guatemala                            Chajul
## 886                     United States                       Arden Hills
## 887               Trinidad and Tobago                          Paradise
## 888                        Costa Rica                          Tilarán
## 889                        Costa Rica                         Siquirres
## 890                            Mexico                            Oaxaca
## 891                     United States                           Laporte
## 892                     United States                   Leadville North
## 893                     United States              Cascade-Chipita Park
## 894                     United States                              Cody
## 895                     United States                            Jasper
## 896                     United States                           Yucaipa
## 897               Trinidad and Tobago                      Petit Valley
## 898               Trinidad and Tobago                      Petit Valley
## 899                     United States                           Phoenix
## 900                           Jamaica                       Manchioneal
## 901                     United States                  Saratoga Springs
## 902                     United States                          Fairview
## 903                     United States                          Fairview
## 904                     United States                          Fairview
## 905                     United States                    Mount Pleasant
## 906               Trinidad and Tobago                      Petit Valley
## 907               Trinidad and Tobago                     Port-of-Spain
## 908                     United States                        East Ridge
## 909                     United States                           Laporte
## 910                     United States                        Estes Park
## 911                          Colombia                      San Agustín
## 912                              Peru                         Yuracyacu
## 913                        Costa Rica                     Daniel Flores
## 914                     United States                         Woodstock
## 915                     United States                      West Mifflin
## 916                     United States                      Brackenridge
## 917                     United States                        Pittsburgh
## 918                     United States                         Lake Lure
## 919                            Panama                            Colón
## 920                           Jamaica                        Moore Town
## 921                          Colombia                       San Calixto
## 922                     United States                            McCall
## 923                Dominican Republic                      Puerto Plata
## 924                     United States                        Pittsburgh
## 925               Trinidad and Tobago                        Roxborough
## 926               Trinidad and Tobago                        Roxborough
## 927               Trinidad and Tobago                        Roxborough
## 928                          Colombia                           Gigante
## 929                            Canada                            Guelph
## 930                     United States                      Mount Vernon
## 931                     United States                         Lexington
## 932                     United States                         Mars Hill
## 933                     United States                     Maggie Valley
## 934                     United States                         Knoxville
## 935                     United States                          Cherokee
## 936                     United States                    Monmouth Beach
## 937                     United States                           Woodfin
## 938                     United States                           Jellico
## 939                     United States                      Robbinsville
## 940                     United States                        Pittsburgh
## 941                     United States                     Maggie Valley
## 942                           Ecuador                             Balao
## 943                     United States                           Hindman
## 944                     United States                            LeChee
## 945                     United States                       West Easton
## 946                     United States                     Nicholasville
## 947                            Brazil                           Santana
## 948                     United States                          Herriman
## 949                     United States                       Murrysville
## 950                     United States                         Pikeville
## 951                     United States                         Iowa City
## 952                     United States                            Loyall
## 953                     United States                            Harlan
## 954                     United States                         Granville
## 955                     United States                       East Peoria
## 956                           Ecuador                        Esmeraldas
## 957                     United States                          Marshall
## 958               Trinidad and Tobago                       Scarborough
## 959                     United States                          Glouster
## 960                     United States                        Cove Creek
## 961                     United States                          Clermont
## 962                     United States                    Black Mountain
## 963                     United States                            Lenoir
## 964                     United States                            Canton
## 965                     United States                         Fruitland
## 966                     United States                            Ludlow
## 967                     United States                         Pineville
## 968                     United States                            Canton
## 969                     United States                         Lake Lure
## 970                     United States                       Bryson City
## 971               U.S. Virgin Islands                          Cruz Bay
## 972                     United States                           Jellico
## 973                     United States                    Black Mountain
## 974                     United States                       Dawsonville
## 975                     United States                        Tigerville
## 976                     United States                   West Saint Paul
## 977                            Mexico                  Tepeji de Ocampo
## 978                     United States                          Hannibal
## 979                            Panama                         Portobelo
## 980                            Panama                         Margarita
## 981                            Panama                            Colón
## 982                     United States                            Quincy
## 983                     United States                          Camillus
## 984                           Ecuador                           Cayambe
## 985                     United States                              Lead
## 986                     United States                          Camillus
## 987                     United States                        Old Mystic
## 988                     United States                      Philadelphia
## 989                     United States                            Loyall
## 990               Trinidad and Tobago                          Tunapuna
## 991                     United States                       Middleburgh
## 992                     United States                          Camillus
## 993                     United States                      Williamstown
## 994                     United States                            Waukon
## 995                     United States                         Frankfort
## 996                     United States                          Boscobel
## 997                     United States                  Prairie du Chien
## 998                     United States                         Caledonia
## 999                     United States                          Camillus
## 1000                    United States                           Seymour
## 1001                    United States                        Pottsville
## 1002                    United States                        Binghamton
## 1003                    United States                           Laporte
## 1004                    United States                          Duquesne
## 1005                    United States                   Manitou Springs
## 1006                    United States                            Dayton
## 1007                    United States                         Hazelwood
## 1008                    United States                             Sylva
## 1009                    United States                       Carnot-Moon
## 1010                    United States                       Cave Spring
## 1011                    United States                         Asheville
## 1012                    United States                              Cody
## 1013                    United States                           Woodfin
## 1014                    United States                         Asheville
## 1015                    United States                           Woodfin
## 1016                    United States                         Asheville
## 1017                    United States                           Woodfin
## 1018                    United States                      Blowing Rock
## 1019                    United States                           Brevard
## 1020                    United States                           Granite
## 1021                    United States                           Granite
## 1022                    United States                       Cedar Hills
## 1023                    United States                          Highland
## 1024                    United States                       Cedar Hills
## 1025                    United States                             Ilion
## 1026                    United States                           Jackson
## 1027                    United States                      Blowing Rock
## 1028                    United States                            Questa
## 1029                    United States                       Morrisville
## 1030                    United States                           Jackson
## 1031                             Cuba                             Soroa
## 1032                    United States                     Colorado City
## 1033                    United States                   Manitou Springs
## 1034                    United States                   Manitou Springs
## 1035                    United States                             Logan
## 1036                    United States                           Laporte
## 1037                    United States                           Laporte
## 1038                    United States                   Summerlin South
## 1039                    United States                           Laporte
## 1040                    United States                        Charleston
## 1041                    United States                          Gamewell
## 1042                    United States                           Newland
## 1043                    United States                  Mountain Village
## 1044                    United States                  Mountain Village
## 1045                    United States                            Alpine
## 1046                    United States                              Lehi
## 1047                    United States                          Highland
## 1048                    United States                            Ferron
## 1049                    United States                          Highland
## 1050                    United States                  Snowmass Village
## 1051                    United States                  West Yellowstone
## 1052                    United States                              Page
## 1053                    United States                        Estes Park
## 1054                         Colombia                         Florencia
## 1055                    United States                          Palisade
## 1056                    United States                           Minturn
## 1057                    United States                  Snowmass Village
## 1058                    United States                        Carbondale
## 1059                    United States                             Eagar
## 1060                    United States                            Questa
## 1061                    United States                         Idyllwild
## 1062                    United States                       Monroeville
## 1063                    United States                       Monroeville
## 1064                    United States                         White Oak
## 1065                    United States                         White Oak
## 1066                    United States                    Powhatan Point
## 1067                    United States                             Logan
## 1068                    United States                    Powhatan Point
## 1069                    United States                        Chesapeake
## 1070                    United States                           Laporte
## 1071                         Colombia                           Ã\201quira
## 1072                    United States                           Hickory
## 1073                    United States                     Millers Creek
## 1074                    United States                           Laporte
## 1075                    United States                           Laporte
## 1076                    United States                            Paonia
## 1077                    United States                            Jasper
## 1078                    United States                            Jasper
## 1079                    United States                          Fairhope
## 1080                           Panama                         Margarita
## 1081                    United States                    Mount Pleasant
## 1082                    United States                    Mount Pleasant
## 1083                    United States                   Manitou Springs
## 1084                    United States                  Coal Run Village
## 1085                    United States                  New Martinsville
## 1086                    United States                         Andalusia
## 1087                    United States                   Summerlin South
## 1088                    United States                           Pahrump
## 1089                    United States                            Alpine
## 1090                    United States                        Bear Rocks
## 1091                    United States                         Pocatello
## 1092                    United States                        Huntington
## 1093                    United States                       Soddy-Daisy
## 1094                    United States                    Morongo Valley
## 1095                           Mexico                        Coatzintla
## 1096                           Mexico                         Altotonga
## 1097                           Mexico                          Yecuatla
## 1098                       Costa Rica                         Sabanilla
## 1099                    United States                         Telluride
## 1100                         Honduras                       Los Caminos
## 1101                    United States                            Salmon
## 1102                    United States                           Banning
## 1103                    United States                           Pahrump
## 1104                    United States                          Mapleton
## 1105                    United States                          Mapleton
## 1106                    United States                          Mapleton
## 1107                    United States                        Huntington
## 1108                    United States                             Manti
## 1109                    United States                            Hailey
## 1110                    United States                        Idaho City
## 1111                    United States                            Julian
## 1112                        Guatemala                          Pajapita
## 1113                    United States                       Cedar Hills
## 1114                    United States                          Highland
## 1115                    United States                          Highland
## 1116                    United States                             Provo
## 1117                    United States                           Preston
## 1118                           Mexico     Heroica Coscomatepec de Bravo
## 1119                    United States                         Flagstaff
## 1120                    United States                    Mount Pleasant
## 1121                    United States                Cottonwood Heights
## 1122                    United States                       Orangeville
## 1123                    United States                           Boulder
## 1124                    United States                          Duchesne
## 1125                    United States                       Fort Carson
## 1126                    United States                     Mountain Home
## 1127                    United States                         Marbleton
## 1128                    United States                         Marbleton
## 1129                    United States                           Boulder
## 1130                    United States                        Coal Creek
## 1131                    United States                        Coal Creek
## 1132                    United States                     Mountain Home
## 1133                    United States                     Mountain Home
## 1134                    United States                     Mountain Home
## 1135                    United States                     Mountain Home
## 1136                    United States                     Mountain Home
## 1137                    United States                     Mountain Home
## 1138                    United States                           Boulder
## 1139                    United States                        Idaho City
## 1140                    United States                        Idaho City
## 1141                    United States                     Mountain Home
## 1142                    United States                     Mountain Home
## 1143                    United States                     Mountain Home
## 1144                    United States                          Herriman
## 1145                    United States                       Albuquerque
## 1146                    United States                             Eagle
## 1147                           Mexico              San Andrés Huayapam
## 1148                           Mexico                       Fontezuelas
## 1149                           Mexico                   Tlatlauquitepec
## 1150                    United States                        Estes Park
## 1151                           Mexico                          Acapulco
## 1152                           Mexico                         Altotonga
## 1153                           Mexico                Atoyac de Ã\201lvarez
## 1154                           Mexico                 San Pablo Atzompa
## 1155                           Mexico                            Atzala
## 1156                       Costa Rica                         Sabanilla
## 1157                       Costa Rica                     Santo Domingo
## 1158                           Mexico                          Tetlaxco
## 1159                           Mexico        Chilpancingo de los Bravos
## 1160                    United States                          Herriman
## 1161                    United States                           Durango
## 1162                    United States                           Durango
## 1163                    United States                           Durango
## 1164                    United States                        Idaho City
## 1165                    United States                        Idaho City
## 1166                           Panama                       Las Cumbres
## 1167                    United States                       Buena Vista
## 1168                    United States                       Southbridge
## 1169                       Costa Rica                          Tilarán
## 1170                    United States                            Winona
## 1171                    United States                       Trempealeau
## 1172                    United States                           Jackson
## 1173                       Costa Rica                          Tilarán
## 1174              Trinidad and Tobago                       Scarborough
## 1175              Trinidad and Tobago                       Scarborough
## 1176                    United States                        Montgomery
## 1177                    United States                           Hoboken
## 1178                    United States                             Logan
## 1179                    United States                        Alum Creek
## 1180                    United States                             Logan
## 1181                    United States                     Gilbert Creek
## 1182                    United States                             Logan
## 1183              Trinidad and Tobago                     Sangre Grande
## 1184                    United States                           Hildale
## 1185                           Mexico                       Olcuatitán
## 1186                    United States                            Ramona
## 1187                    United States                          Cheswick
## 1188                    United States                     Lower Burrell
## 1189                    United States                           Hindman
## 1190                         Dominica                       Pont Cassé
## 1191                      Saint Lucia                           Praslin
## 1192 Saint Vincent and the Grenadines                        Georgetown
## 1193                         Dominica                        Portsmouth
## 1194                         Dominica                        Soufrière
## 1195                    United States                            Oceana
## 1196                           Mexico                         El Sauzal
## 1197                    United States                            Gorham
## 1198                    United States                             Welch
## 1199                    United States                     Newcomerstown
## 1200                    United States                       Bryson City
## 1201                         Dominica                      Saint Joseph
## 1202                    United States                        Pittsburgh
## 1203                    United States                         Brentwood
## 1204                    United States                          Morehead
## 1205                    United States                      Prestonsburg
## 1206                    United States                            Joseph
## 1207                         Colombia                         Cumbitara
## 1208                          Bermuda                          Hamilton
## 1209                    United States                            Ludlow
## 1210                    United States                      Prestonsburg
## 1211                    United States                           Newport
## 1212                    United States                       South Weber
## 1213                    United States                         Pikeville
## 1214                    United States                        Booneville
## 1215                    United States                         Aspinwall
## 1216                    United States                        Park Hills
## 1217                    United States                     Saint Bernard
## 1218                    United States                             Manor
## 1219                    United States                      Mount Oliver
## 1220                         Colombia                           Palmira
## 1221                         Colombia                           Palermo
## 1222                         Colombia                       Bucaramanga
## 1223                    United States                        Pittsburgh
## 1224                    United States                         Stratford
## 1225                    United States                       Fort Thomas
## 1226                    United States                            Nedrow
## 1227                    United States                        Carrollton
## 1228                    United States                        Carrollton
## 1229                    United States                    Vestavia Hills
## 1230                    United States                        Pittsburgh
## 1231                    United States        The Village of Indian Hill
## 1232                    United States                       Warrensburg
## 1233                    United States                             Wayne
## 1234                    United States                         Sea Cliff
## 1235                    United States                         Baltimore
## 1236                    United States                      Prestonsburg
## 1237                    United States                       Charlestown
## 1238                    United States                            Alpine
## 1239                    United States                        Pittsburgh
## 1240                    United States                            Shokan
## 1241                    United States                         Lexington
## 1242                    United States                         Cedaredge
## 1243                    United States                          Keystone
## 1244                        Guatemala                   San Pedro Necta
## 1245                    United States                   Mendota Heights
## 1246                    United States                      Eden Prairie
## 1247                    United States                            Canton
## 1248                    United States                   Mendota Heights
## 1249                    United States                         Wiscasset
## 1250                    United States                     North Mankato
## 1251                    United States                           Mankato
## 1252                    United States                          Le Sueur
## 1253                    United States                      Belle Plaine
## 1254                    United States                       Minneapolis
## 1255                    United States                        Saint Paul
## 1256                    United States                       Minneapolis
## 1257                    United States                          Le Sueur
## 1258                    United States                        Saint Paul
## 1259                    United States                      Belle Plaine
## 1260                    United States                      Belle Plaine
## 1261                        Nicaragua                     Santo Domingo
## 1262                        Nicaragua                     Santo Domingo
## 1263                        Nicaragua                     Santo Domingo
## 1264                        Nicaragua                     Santo Domingo
## 1265                        Nicaragua                     Santo Domingo
## 1266                        Nicaragua                     Santo Domingo
## 1267                        Nicaragua                     Santo Domingo
## 1268                        Nicaragua                     Santo Domingo
## 1269                        Nicaragua                     Santo Domingo
## 1270                        Nicaragua                     Santo Domingo
## 1271                        Nicaragua                     Santo Domingo
## 1272                        Nicaragua                     Santo Domingo
## 1273                        Nicaragua                     Santo Domingo
## 1274                        Nicaragua                     Santo Domingo
## 1275                    United States                         Boalsburg
## 1276                    United States                           Preston
## 1277                    United States                      Cedar Rapids
## 1278                           Mexico                    Ciudad Juárez
## 1279                         Honduras                  Ciudad Choluteca
## 1280                    United States                            Sedona
## 1281                    United States                  Colorado Springs
## 1282                    United States                              Cody
## 1283                    United States                            Salida
## 1284                    United States              Cascade-Chipita Park
## 1285                    United States                   Borrego Springs
## 1286                    United States                             Nephi
## 1287                    United States                     Cherry Valley
## 1288                         Honduras                              Yoro
## 1289                       Costa Rica                        La Fortuna
## 1290                         Colombia                         Ariguaní
## 1291                    United States                          Woodbine
## 1292                    United States                           Jackson
## 1293                    United States                  Lookout Mountain
## 1294                      El Salvador                        Chirilagua
## 1295                    United States                            Granby
## 1296                    United States                        Versailles
## 1297                    United States                   North Salt Lake
## 1298                           Mexico                  Colonia Alborada
## 1299                        Nicaragua                    Ciudad Sandino
## 1300                    United States                   Fort Washington
## 1301                       Costa Rica                                  
## 1302              Trinidad and Tobago                           Siparia
## 1303                    United States                             Logan
## 1304                          Ecuador                       San Gabriel
## 1305                         Colombia           San Vicente de Chucurí
## 1306                    United States                        Washington
## 1307                    United States                       Valle Vista
## 1308                       Costa Rica                      Desamparados
## 1309                    United States                        Wilmerding
## 1310                          Jamaica                      Port Antonio
## 1311                    United States                      Valley Falls
## 1312                    United States                          Columbus
## 1313                    United States                        Idaho City
## 1314                    United States                              Cody
## 1315                    United States                        Huntington
## 1316                    United States                            Hoover
## 1317                    United States                       San Jacinto
## 1318                    United States                       East Peoria
## 1319                    United States                       East Peoria
## 1320                           Canada                          Hamilton
## 1321                        Nicaragua                           Bonanza
## 1322                    United States                         Escondido
## 1323                    United States                       San Jacinto
## 1324                    United States                             Crest
## 1325                    United States                           Yucaipa
## 1326                    United States                            Salida
## 1327                    United States                         Topsfield
## 1328                    United States                          Corrales
## 1329                    United States                            Salida
## 1330                    United States                            Salida
## 1331                    United States                          San Luis
## 1332                          Ecuador                             Quito
## 1333                          Ecuador                             Quito
## 1334                    United States                        Huntington
## 1335                          Ecuador                   Gonzalo Pizarro
## 1336                    United States                        Idaho City
## 1337                    United States                      Boulder City
## 1338                    United States                            Hoback
## 1339                    United States                         Telluride
## 1340                    United States                           Hindman
## 1341                    United States                       Canajoharie
## 1342                       Costa Rica                       Rio Segundo
## 1343                    United States                  Coal Run Village
## 1344                         Colombia                          Almaguer
## 1345                    United States                        Waynesburg
## 1346                    United States                      Camp Springs
## 1347                        Guatemala                             Zunil
## 1348                           Brazil                        Abaetetuba
## 1349                           Canada                            Sutton
## 1350                    United States                           Minturn
## 1351                    United States                           Challis
## 1352                        Guatemala                          Purulhá
## 1353                        Guatemala             Santa Catarina Pinula
## 1354                        Guatemala                    Guatemala City
## 1355                    United States                          Highwood
## 1356                        Guatemala                   San Luis Ixcán
## 1357                        Guatemala                        Jalpatagua
## 1358                        Guatemala                            Cuilco
## 1359                        Guatemala                         Chinautla
## 1360                        Guatemala                          Chinique
## 1361                        Guatemala                           Tacaná
## 1362                         Colombia                           Barbosa
## 1363                         Honduras                           Sinuapa
## 1364                       Costa Rica                      Desamparados
## 1365                          Ecuador                            Cuenca
## 1366                      El Salvador                San Rafael Oriente
## 1367                      El Salvador                       San Martín
## 1368                          Ecuador                            Zamora
## 1369                      El Salvador                        Nahuizalco
## 1370                      El Salvador                         Sonzacate
## 1371                      El Salvador                San Pedro Masahuat
## 1372                      El Salvador                        Chirilagua
## 1373                      El Salvador                        Coatepeque
## 1374                      El Salvador                       Santa Tecla
## 1375                      El Salvador                Antiguo Cuscatlán
## 1376                           Mexico                          Chocaman
## 1377                         Honduras                  Agua Azul Rancho
## 1378                             Peru                           Huachis
## 1379                         Honduras                          Agualote
## 1380                        Nicaragua                        Altagracia
## 1381                        Nicaragua                        Altagracia
## 1382                        Nicaragua                        San Carlos
## 1383                       Costa Rica                           Cartago
## 1384                       Costa Rica             Dulce Nombre de Jesus
## 1385                       Costa Rica             Dulce Nombre de Jesus
## 1386                       Costa Rica                        San Isidro
## 1387                           Panama                           Volcán
## 1388                           Panama                       Río Sereno
## 1389                           Panama                      Alcaldedíaz
## 1390                           Panama                    Nuevo San Juan
## 1391                           Panama                     San Miguelito
## 1392                           Panama                       Cerro Punta
## 1393                           Panama                            Ancón
## 1394               Dominican Republic                Santo Domingo Este
## 1395               Dominican Republic                          Luperón
## 1396                      Puerto Rico                         Vega Alta
## 1397                      Puerto Rico                            Aguada
## 1398                      Puerto Rico                          Adjuntas
## 1399                      Puerto Rico                          Adjuntas
## 1400                      Puerto Rico                          Villalba
## 1401                            Haiti                              Okap
## 1402                            Haiti                              Okap
## 1403                    United States                            Joseph
## 1404                       Costa Rica                        San Isidro
## 1405                    United States                            Alpine
## 1406                       Costa Rica             Dulce Nombre de Jesus
## 1407                    United States                      Beaver Falls
## 1408                    United States                     Clifton Forge
## 1409                    United States                      Prestonsburg
## 1410                    United States                           Stearns
## 1411                    United States                  Coal Run Village
## 1412                    United States                          Morehead
## 1413                    United States                     Gilbert Creek
## 1414                    United States                     Gilbert Creek
## 1415                    United States                       Sissonville
## 1416                    United States                              Inez
## 1417                    United States                        Williamson
## 1418                    United States                            Harlan
## 1419                    United States                              Rand
## 1420                    United States                        Charleston
## 1421                    United States                        Montgomery
## 1422                    United States                             Logan
## 1423                    United States                             Welch
## 1424                             Peru                          Naranjos
## 1425                             Peru                          Tarapoto
## 1426                    United States                        Cumberland
## 1427                    United States                        Williamson
## 1428                    United States                     Gilbert Creek
## 1429                    United States                        Whitesburg
## 1430                    United States                            Hazard
## 1431                    United States                            Sophia
## 1432                    United States                       Moundsville
## 1433                    United States                              Wise
## 1434                    United States                      West Liberty
## 1435                    United States                           Hindman
## 1436                    United States                     Big Stone Gap
## 1437                    United States                            Grundy
## 1438                    United States                           Fairlea
## 1439                    United States                          Hartford
## 1440                    United States                           Yonkers
## 1441                    United States                          Bellevue
## 1442                    United States                Chattanooga Valley
## 1443                    United States                        Charleston
## 1444                    United States                        Williamson
## 1445                    United States                        Williamson
## 1446                    United States                        Youngstown
## 1447                    United States                         Aspinwall
## 1448                    United States                         Pikeville
## 1449                    United States                       Fort Thomas
## 1450                    United States                      Wintersville
## 1451                          Ecuador                           Macará
## 1452                          Ecuador                              Loja
## 1453                          Ecuador                          Catamayo
## 1454                          Ecuador                            Cuenca
## 1455                    United States                              Inez
## 1456                         Colombia                     San Francisco
## 1457                         Colombia                            Salgar
## 1458                    United States                          Harrison
## 1459                    United States                       Day Heights
## 1460                    United States                         Stratmoor
## 1461                       Costa Rica                        La Fortuna
## 1462                    United States                       Saint James
## 1463                    United States                          Longtown
## 1464                    United States                           Blawnox
## 1465                    United States                             Davis
## 1466                    United States                              Cody
## 1467                    United States                             Ozark
## 1468                    United States                         Johnstown
## 1469                    United States                           Milford
## 1470                    United States                         Northport
## 1471                         Colombia                          Jambaló
## 1472                    United States                           Oakland
## 1473                    United States                              Page
## 1474                    United States                 Steamboat Springs
## 1475                       Costa Rica                            Atenas
## 1476                    United States                          Cimarron
## 1477                    United States                 West Conshohocken
## 1478                    United States                          Paterson
## 1479                    United States                             Provo
## 1480                    United States                      New Brighton
## 1481                    United States                          Muskogee
## 1482                    United States                       Thermopolis
## 1483                    United States                            Oregon
## 1484                    United States                          Talihina
## 1485                    United States                            Golden
## 1486                    United States                  Colorado Springs
## 1487                    United States                  West Yellowstone
## 1488                    United States                      Lincoln Park
## 1489                    United States                           Penrose
## 1490                    United States                           Penrose
## 1491                    United States                        Whitesburg
## 1492                           Canada                        Owen Sound
## 1493                           Mexico La Esperanza [Granjas Familiares]
## 1494                    United States                 Air Force Academy
## 1495                    United States                         Coal Hill
## 1496                    United States                          Millvale
## 1497                    United States                       Buena Vista
## 1498                    United States                     Chagrin Falls
## 1499                    United States                         Silverton
## 1500                    United States                        Rising Sun
## 1501                    United States                              Loma
## 1502                    United States                        Burlington
## 1503                    United States                            Hazard
## 1504                    United States                        Whitesburg
## 1505                    United States                            Delmar
## 1506                    United States                      Prestonsburg
## 1507                    United States                       D'Iberville
## 1508                    United States                       West Newton
## 1509                    United States                            Keyser
## 1510                    United States                  South Charleston
## 1511                    United States                          Cheswick
## 1512                           Canada                             Digby
## 1513                    United States                         Telluride
## 1514                    United States                         Pikeville
## 1515                    United States                      Prestonsburg
## 1516                    United States                          Richmond
## 1517                    United States                      Williamsburg
## 1518                    United States                        Frenchburg
## 1519                    United States                      Prestonsburg
## 1520                    United States                            Hazard
## 1521                    United States                       Saint Marys
## 1522                    United States                          Glendale
## 1523                    United States                         Brilliant
## 1524                    United States                      Teays Valley
## 1525                    United States                           Oakmont
## 1526                    United States                            Questa
## 1527                    United States                          Rockport
## 1528                       Costa Rica                          Ã\201ngeles
## 1529                       Costa Rica             Dulce Nombre de Jesus
## 1530                    United States                         Pikeville
## 1531                    United States                            Lesage
## 1532                    United States                      Prestonsburg
## 1533                    United States                         Peninsula
## 1534                    United States                            Sutton
## 1535                    United States                           Bethany
## 1536                    United States                          Oak Hill
## 1537                    United States                             Erwin
## 1538                    United States                         Clendenin
## 1539                    United States                   Webster Springs
## 1540                    United States                   Webster Springs
## 1541                    United States                          Hannibal
## 1542                    United States                         Pikeville
## 1543                    United States                           La Mesa
## 1544                    United States                            Ramona
## 1545                    United States                            Julian
## 1546                    United States         San Diego Country Estates
## 1547                    United States                            Ramona
## 1548                    United States                            Niland
## 1549                    United States                            Dayton
## 1550                    United States                            Fulton
## 1551                    United States                           Yucaipa
## 1552                    United States                        Montgomery
## 1553                    United States                          Hatfield
## 1554                    United States                      Chesterfield
## 1555                    United States                    Woodland Hills
## 1556                    United States                  Colorado Springs
## 1557                        Guatemala             Santa Catarina Pinula
## 1558                    United States                    Black Mountain
## 1559                        Guatemala             Santa Catarina Pinula
## 1560                        Guatemala            Santa María Ixhuatán
## 1561                        Guatemala                 San Juan Bautista
## 1562                    United States                     Moreno Valley
## 1563                    United States                            LeChee
## 1564                    United States                         Homestead
## 1565                         Colombia                            Rivera
## 1566                          Ecuador                             Quito
## 1567                    United States                          Mapleton
## 1568                        Guatemala                         Fraijanes
## 1569                        Guatemala                         Patzicía
## 1570                        Guatemala                             Mixco
## 1571                        Guatemala                            Petapa
## 1572                        Guatemala               San Antonio Palopó
## 1573                        Guatemala             San Andrés Semetabaj
## 1574                        Guatemala                    Guatemala City
## 1575                        Guatemala                    Guatemala City
## 1576                        Guatemala                    Guatemala City
## 1577                        Guatemala                    Guatemala City
## 1578                        Guatemala                    Guatemala City
## 1579                        Guatemala                    Guatemala City
## 1580                        Guatemala                    Guatemala City
## 1581                        Guatemala                    Guatemala City
## 1582                        Guatemala                    Guatemala City
## 1583                        Guatemala                  Chichicastenango
## 1584                        Guatemala                         Chinautla
## 1585                        Guatemala                         Chinautla
## 1586                           Mexico                          Libertad
## 1587                           Mexico                          Huapinol
## 1588                        Guatemala           Santa Catarina Barahona
## 1589                        Guatemala                          Cahabón
## 1590                        Guatemala                 Nueva Concepción
## 1591                        Guatemala                     Villa Canales
## 1592                        Guatemala             San Andrés Semetabaj
## 1593                           Belize                          Belmopan
## 1594                      El Salvador                       Ciudad Arce
## 1595                        Guatemala                        Coatepeque
## 1596                      El Salvador                       Santa Tecla
## 1597                      El Salvador                       Santa Tecla
## 1598                      El Salvador                           Juayúa
## 1599                         Honduras                                  
## 1600                       Costa Rica                          San Juan
## 1601                           Mexico                        Cruz Verde
## 1602                         Honduras                           El Lolo
## 1603                         Honduras                       Tegucigalpa
## 1604                         Honduras                            Duyure
## 1605                         Honduras                            Corpus
## 1606                           Panama                 Nueva Providencia
## 1607                           Panama                   María Chiquita
## 1608                           Panama                           Cativá
## 1609                           Panama                    Las Margaritas
## 1610                         Honduras                          El Sauce
## 1611                         Honduras                       La Libertad
## 1612                         Honduras        Concepción de Guasistagua
## 1613                         Honduras              Santa Rosa de Copán
## 1614                         Honduras              Santa Rosa de Copán
## 1615                         Honduras                      Ojos de Agua
## 1616                         Honduras                         San José
## 1617                         Honduras                           Lucerna
## 1618                         Honduras                          La Labor
## 1619                         Honduras                       Villa Nueva
## 1620                         Honduras                             Ilama
## 1621                           Mexico               Acapulco de Juárez
## 1622                         Honduras                       El Guapinol
## 1623                         Honduras                        La Sarrosa
## 1624                         Honduras                       El Tablón 
## 1625                           Mexico                       Olcuatitán
## 1626                        Nicaragua                           Wiwilí
## 1627                        Nicaragua                          Jinotega
## 1628                          Jamaica                          Bog Walk
## 1629                          Jamaica  Saint Annнўдâ\200°ÐµÐ´â\200¹Ñžs Bay
## 1630                          Jamaica                      Port Antonio
## 1631                        Nicaragua                       Las Sabanas
## 1632                        Nicaragua                       Las Sabanas
## 1633                        Nicaragua                         Terrabona
## 1634                        Nicaragua                           Bonanza
## 1635                           Mexico                          Pochutla
## 1636                        Nicaragua                             Siuna
## 1637                        Nicaragua               San Juan de Oriente
## 1638                         Honduras                       Tegucigalpa
## 1639                         Honduras                         Yaguacire
## 1640                         Honduras                        Río Abajo
## 1641                         Honduras                       Tegucigalpa
## 1642                       Costa Rica                     Santo Domingo
## 1643                       Costa Rica                          Alajuela
## 1644                       Costa Rica                           Naranjo
## 1645                           Panama                       Punta Peña
## 1646                       Costa Rica                                  
## 1647                       Costa Rica                               Cot
## 1648                       Costa Rica                           Cartago
## 1649                       Costa Rica                      Buenos Aires
## 1650                       Costa Rica                         San José
## 1651                       Costa Rica                          Mercedes
## 1652                       Costa Rica                          Santiago
## 1653                           Panama                       Changuinola
## 1654                           Panama                   Valle del Risco
## 1655                           Panama                      Pueblo Nuevo
## 1656                           Panama                   Valle del Risco
## 1657                           Panama                          Cauchero
## 1658                           Panama                     Boca de Balsa
## 1659                           Panama                       Río Sereno
## 1660                           Panama                    Palmira Centro
## 1661                           Panama                          Breñón
## 1662                           Panama                     San Miguelito
## 1663                           Panama                       Monte Lirio
## 1664                           Panama                         Caballero
## 1665                           Panama                     San Miguelito
## 1666                           Panama                     San Miguelito
## 1667                           Panama                     San Miguelito
## 1668                           Panama                         Arraiján
## 1669                         Colombia                           Mutatá
## 1670                           Mexico                     Santo Domingo
## 1671                           Mexico             Motozintla de Mendoza
## 1672                           Mexico                   Emiliano Zapata
## 1673                           Mexico                              Tila
## 1674                           Mexico         Tenosique de Pino Suárez
## 1675                    United States                       Springville
## 1676                    United States                           Crafton
## 1677                    United States                  Glenwood Springs
## 1678                    United States                          Pembroke
## 1679                    United States                        Charleston
## 1680                           Canada                          Hamilton
## 1681                    United States                      Blowing Rock
## 1682                    United States                         New Haven
## 1683                    United States                           Cascade
## 1684                    United States                        Idaho City
## 1685                    United States                           Durango
## 1686                    United States                         Jacksboro
## 1687                    United States                          Bluewell
## 1688                    United States                             Tryon
## 1689                    United States                             Tryon
## 1690                    United States                        Charleston
## 1691                    United States                             Welch
## 1692                    United States                            Athens
## 1693                    United States                           Windsor
##      distance
## 1     3.40765
## 2     3.33522
## 3     2.91977
## 4     2.98682
## 5     5.66542
## 6     0.23715
## 7     2.48033
## 8     0.62022
## 9     0.47714
## 10    0.35649
## 11   33.94603
## 12    0.03668
## 13    9.51003
## 14    1.74759
## 15    1.70298
## 16    5.66936
## 17    4.74385
## 18    7.79027
## 19   10.87949
## 20    3.39516
## 21   22.31062
## 22   64.74594
## 23    0.99990
## 24   13.62525
## 25   12.91337
## 26    3.49200
## 27   13.39817
## 28   12.55184
## 29    1.68294
## 30    9.11607
## 31   10.88351
## 32   12.89915
## 33   54.90196
## 34    0.00273
## 35    9.42463
## 36    4.51471
## 37    2.63588
## 38    0.26208
## 39    2.59849
## 40    4.25758
## 41    2.79113
## 42    7.93258
## 43    8.70343
## 44    4.57763
## 45    3.08459
## 46    9.56251
## 47    0.51272
## 48    4.57363
## 49    8.46579
## 50    0.21825
## 51    3.82425
## 52    1.72138
## 53    2.72168
## 54    6.51940
## 55    5.46381
## 56    0.96514
## 57    4.19108
## 58    3.72637
## 59    3.74149
## 60    3.96533
## 61    7.33295
## 62    6.48824
## 63    2.66572
## 64    1.10868
## 65   29.28864
## 66    8.62938
## 67    2.66802
## 68    6.91777
## 69    0.27058
## 70    6.96130
## 71    0.03251
## 72    8.13382
## 73   12.53758
## 74    3.23702
## 75    1.15586
## 76    1.09139
## 77    1.23232
## 78   50.21741
## 79    2.97055
## 80   17.34318
## 81    4.36125
## 82    0.36435
## 83    1.02992
## 84    1.17753
## 85    7.05134
## 86    2.26622
## 87    1.56942
## 88   18.72748
## 89    3.60364
## 90    2.43089
## 91    0.62955
## 92    3.03321
## 93    0.53886
## 94    1.80063
## 95    1.72940
## 96    0.08548
## 97    8.19938
## 98    8.27691
## 99    7.85746
## 100   0.90111
## 101  20.14967
## 102  17.65521
## 103   5.12170
## 104   3.10150
## 105   4.96416
## 106   0.63962
## 107   4.46079
## 108   3.12614
## 109  30.98796
## 110   0.38844
## 111   3.31974
## 112  15.17455
## 113   2.20331
## 114   3.05313
## 115   2.88694
## 116   2.94432
## 117   8.58891
## 118   6.28666
## 119   6.44532
## 120   0.80640
## 121  10.78549
## 122  29.97781
## 123  25.30277
## 124  32.15868
## 125  12.68493
## 126  41.47439
## 127   5.61303
## 128   3.32897
## 129  22.50782
## 130   5.66291
## 131  67.58127
## 132   0.75284
## 133   1.27637
## 134   0.68544
## 135   8.16325
## 136  17.16659
## 137   2.59637
## 138   5.71058
## 139   4.41574
## 140   3.50201
## 141   1.84596
## 142   0.85349
## 143   9.83051
## 144   5.17876
## 145   4.72379
## 146   1.71217
## 147   1.85787
## 148   2.84100
## 149  10.61854
## 150   1.58679
## 151  14.49301
## 152  23.49217
## 153  16.24937
## 154  12.85801
## 155   2.61752
## 156  11.74074
## 157   8.92048
## 158   5.31511
## 159   0.43391
## 160   2.99239
## 161   2.87363
## 162   1.58358
## 163   4.09028
## 164   1.07831
## 165   2.92493
## 166   0.70558
## 167   9.83700
## 168  14.43770
## 169  23.92309
## 170   8.33509
## 171   5.91101
## 172   2.24772
## 173   2.57071
## 174   1.91206
## 175   2.61361
## 176   2.71542
## 177   0.15208
## 178   4.86398
## 179   2.84144
## 180  10.18040
## 181  11.51020
## 182   3.35726
## 183  10.60458
## 184   9.64894
## 185   0.00442
## 186   1.90486
## 187   1.68712
## 188   8.13917
## 189  13.41471
## 190  15.14802
## 191   0.14776
## 192   1.93676
## 193   1.01848
## 194  61.75306
## 195  15.41975
## 196   9.34774
## 197  11.07489
## 198   9.72793
## 199  11.50494
## 200   0.79003
## 201  10.33560
## 202   1.27144
## 203   2.30977
## 204  15.49105
## 205   3.41664
## 206   9.42494
## 207   0.05648
## 208  17.29836
## 209   1.34835
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## 1075 12.14412
## 1076  2.33014
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## 1264 31.10125
## 1265 30.99704
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## 1267 30.27546
## 1268 29.95253
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## 1451 18.88784
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## 1484 33.62663
## 1485  2.66154
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## 1487 48.56269
## 1488 15.35824
## 1489 15.46134
## 1490 15.49683
## 1491  2.84945
## 1492  1.84109
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## 1506 11.00729
## 1507  0.98037
## 1508  6.55886
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## 1510  3.94457
## 1511  0.91573
## 1512 11.62624
## 1513  9.99621
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## 1515  9.99553
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## 1518 14.80972
## 1519 12.65382
## 1520  4.39348
## 1521  7.15698
## 1522  3.55282
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## 1524  3.37673
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## 1526 14.70736
## 1527  8.43158
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## 1545  4.69959
## 1546  7.62002
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## 1548 53.76298
## 1549  1.56996
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## 1551 10.37615
## 1552  1.33142
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## 1555  0.75074
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## 1560  0.82332
## 1561  3.47803
## 1562  5.33395
## 1563 43.57781
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## 1565 20.31227
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## 1567 21.52246
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## 1580  1.57381
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## 1592  0.75685
## 1593  9.71758
## 1594  1.15810
## 1595  1.81216
## 1596  4.67722
## 1597  9.87553
## 1598  0.49346
## 1599  1.90052
## 1600  0.72957
## 1601  2.47800
## 1602  1.85897
## 1603  3.25281
## 1604 11.67237
## 1605  0.36987
## 1606  0.18619
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## 1609  0.48725
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## 1611 17.28613
## 1612  8.52584
## 1613  0.74414
## 1614  0.28887
## 1615  1.39095
## 1616  4.69133
## 1617  5.89721
## 1618  5.79867
## 1619  2.00830
## 1620  2.87349
## 1621  7.07138
## 1622  3.54399
## 1623  6.66574
## 1624  3.12986
## 1625  8.93271
## 1626 25.81514
## 1627  2.44880
## 1628  6.71269
## 1629  1.08196
## 1630  4.68732
## 1631  7.21108
## 1632  4.86364
## 1633 18.92056
## 1634 10.61568
## 1635 12.33417
## 1636  1.68056
## 1637  1.56730
## 1638  0.91552
## 1639  1.30583
## 1640  3.63962
## 1641  2.91326
## 1642  3.21979
## 1643  3.08916
## 1644  2.08469
## 1645  0.29869
## 1646  5.15142
## 1647  9.53493
## 1648  2.94804
## 1649  0.35225
## 1650  1.16705
## 1651 10.01198
## 1652  8.27042
## 1653  5.97977
## 1654  6.65185
## 1655  3.92621
## 1656  5.13913
## 1657  4.45630
## 1658  2.44254
## 1659  3.66775
## 1660  0.90169
## 1661  0.37999
## 1662  2.57852
## 1663  6.74338
## 1664  0.21605
## 1665  2.59449
## 1666  3.30848
## 1667  3.54386
## 1668  1.80341
## 1669 15.04256
## 1670  0.76257
## 1671  2.06743
## 1672  4.68443
## 1673  1.73469
## 1674 15.22260
## 1675  8.58443
## 1676  1.45894
## 1677 13.85194
## 1678  3.21144
## 1679  6.43349
## 1680  2.00473
## 1681  4.20387
## 1682  6.83465
## 1683 22.78728
## 1684 24.16064
## 1685 22.57467
## 1686  8.43321
## 1687  5.07093
## 1688  7.69666
## 1689  7.80866
## 1690  6.84721
## 1691 14.19735
## 1692 12.00678
## 1693  1.78429
filter(df, country_name == "United States" & country_name == "Canada")
##  [1] id                   date                 time                
##  [4] continent_code       country_name         country_code        
##  [7] state.province       population           city.town           
## [10] distance             location_description latitude            
## [13] longitude            geolocation          hazard_type         
## [16] landslide_type       landslide_size       trigger             
## [19] storm_name           injuries             fatalities          
## [22] source_name          source_link         
## <0 rows> (or 0-length row.names)
ggplot(df, aes(fill=distance, y=country_name, x=city.town)) +
  geom_bar(position="dodge", stat="identity")

knitr::kable(head(df))
id date time continent_code country_name country_code state.province population city.town distance location_description latitude longitude geolocation hazard_type landslide_type landslide_size trigger storm_name injuries fatalities source_name source_link
34 3/2/07 Night NA United States US Virginia 16000 Cherry Hill 3.40765 Unknown 38.6009 -77.2682 (38.600900000000003, -77.268199999999993) Landslide Landslide Small Rain NA NA NBC 4 news http://www.nbc4.com/news/11186871/detail.html
42 3/22/07 NA United States US Ohio 17288 New Philadelphia 3.33522 40.5175 -81.4305 (40.517499999999998, -81.430499999999995) Landslide Landslide Small Rain NA NA Canton Rep.com http://www.cantonrep.com/index.php?ID=345054&Category=9&subCategoryID=0
56 4/6/07 NA United States US Pennsylvania 15930 Wilkinsburg 2.91977 Urban area 40.4377 -79.9160 (40.4377, -79.915999999999997) Landslide Landslide Small Rain NA NA The Pittsburgh Channel.com https://web.archive.org/web/20080423132842/http://www.thepittsburghchannel.com/news/11846833/detail.html
59 4/14/07 NA Canada CA Quebec 42786 Châteauguay 2.98682 Above river 45.3226 -73.7771 (45.322600000000001, -73.777100000000004) Landslide Riverbank collapse Small Rain NA NA Le Soleil http://www.hebdos.net/lsc/edition162007/articles.asp?article_id=166976
61 4/15/07 NA United States US Kentucky 6903 Pikeville 5.66542 Below road 37.4325 -82.4931 (37.432499999999997, -82.493099999999998) Landslide Landslide Small Downpour NA 0 Matthew Crawford (KGS)
64 4/20/07 NA United States US Kentucky 6903 Pikeville 0.23715 37.4814 -82.5186 (37.481400000000001, -82.518600000000006) Landslide Landslide Small Rain NA NA Applalachain news-express http://www.news-expressky.com/articles/2007/04/19/top_story/01mudslide.txt

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.