# Instalar librerias y cargarlas
#install.packages("dplyr")
library(dslabs)
library(dplyr)##
## Adjuntando el paquete: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, uniondata("murders")
#murders
grouped_region <- murders %>% group_by(region) %>%
summarise(cantidad_estados = n())
print(grouped_region)## # A tibble: 4 × 2
## region cantidad_estados
## <fct> <int>
## 1 Northeast 9
## 2 South 17
## 3 North Central 12
## 4 West 13data("movielens")
#movielensnum_filas <- nrow(movielens)
print(paste("El numero de filas es",num_filas))## [1] "El numero de filas es 100004"num_columnas <- ncol(movielens)
print(paste("El numero de columnas es",num_columnas))## [1] "El numero de columnas es 7"print(paste("la varaible title es de tipo",class(movielens$title)))## [1] "la varaible title es de tipo character"print(paste("la varaible title es de tipo",class(movielens$genres)))## [1] "la varaible title es de tipo factor"niveles_genres <- table(movielens$genres)
print(niveles_genres)##
## (no genres listed)
## 18
## Action
## 143
## Action|Adventure
## 540
## Action|Adventure|Animation
## 23
## Action|Adventure|Animation|Children
## 15
## Action|Adventure|Animation|Children|Comedy
## 147
## Action|Adventure|Animation|Children|Comedy|Fantasy
## 14
## Action|Adventure|Animation|Children|Comedy|IMAX
## 14
## Action|Adventure|Animation|Children|Comedy|Romance
## 6
## Action|Adventure|Animation|Children|Comedy|Sci-Fi
## 14
## Action|Adventure|Animation|Children|Comedy|Sci-Fi|IMAX
## 1
## Action|Adventure|Animation|Children|Comedy|Western
## 7
## Action|Adventure|Animation|Children|Fantasy
## 9
## Action|Adventure|Animation|Children|Fantasy|Sci-Fi
## 22
## Action|Adventure|Animation|Children|Sci-Fi
## 24
## Action|Adventure|Animation|Comedy
## 20
## Action|Adventure|Animation|Comedy|Crime|Mystery
## 3
## Action|Adventure|Animation|Comedy|Fantasy
## 1
## Action|Adventure|Animation|Comedy|Fantasy|Mystery|Sci-Fi
## 2
## Action|Adventure|Animation|Comedy|Fantasy|Sci-Fi
## 6
## Action|Adventure|Animation|Comedy|Sci-Fi
## 1
## Action|Adventure|Animation|Crime|Fantasy
## 4
## Action|Adventure|Animation|Crime|Sci-Fi
## 5
## Action|Adventure|Animation|Drama
## 1
## Action|Adventure|Animation|Drama|Fantasy
## 41
## Action|Adventure|Animation|Drama|Fantasy|Sci-Fi
## 1
## Action|Adventure|Animation|Fantasy
## 14
## Action|Adventure|Animation|Fantasy|IMAX
## 8
## Action|Adventure|Animation|Fantasy|Sci-Fi
## 10
## Action|Adventure|Animation|Horror
## 1
## Action|Adventure|Animation|Horror|Sci-Fi
## 33
## Action|Adventure|Animation|Sci-Fi
## 39
## Action|Adventure|Animation|Sci-Fi|Thriller
## 1
## Action|Adventure|Children
## 5
## Action|Adventure|Children|Comedy
## 52
## Action|Adventure|Children|Comedy|Fantasy
## 58
## Action|Adventure|Children|Comedy|Fantasy|Sci-Fi
## 17
## Action|Adventure|Children|Comedy|Mystery
## 2
## Action|Adventure|Children|Drama
## 19
## Action|Adventure|Children|Fantasy
## 18
## Action|Adventure|Children|Fantasy|Mystery|Thriller
## 9
## Action|Adventure|Children|IMAX
## 6
## Action|Adventure|Children|Mystery|Sci-Fi
## 7
## Action|Adventure|Comedy
## 306
## Action|Adventure|Comedy|Crime
## 202
## Action|Adventure|Comedy|Crime|Drama
## 3
## Action|Adventure|Comedy|Crime|Drama|Film-Noir|Horror|Mystery|Thriller|Western
## 1
## Action|Adventure|Comedy|Crime|Fantasy
## 19
## Action|Adventure|Comedy|Crime|Mystery|Thriller
## 26
## Action|Adventure|Comedy|Crime|Thriller
## 33
## Action|Adventure|Comedy|Documentary|Fantasy
## 1
## Action|Adventure|Comedy|Drama
## 3
## Action|Adventure|Comedy|Drama|Romance
## 4
## Action|Adventure|Comedy|Drama|Romance|Thriller
## 2
## Action|Adventure|Comedy|Drama|Thriller
## 1
## Action|Adventure|Comedy|Drama|War
## 46
## Action|Adventure|Comedy|Fantasy
## 265
## Action|Adventure|Comedy|Fantasy|Horror
## 52
## Action|Adventure|Comedy|Fantasy|Horror|Thriller
## 81
## Action|Adventure|Comedy|Fantasy|Mystery
## 18
## Action|Adventure|Comedy|Fantasy|Romance
## 163
## Action|Adventure|Comedy|Horror
## 2
## Action|Adventure|Comedy|Musical|Romance|Thriller
## 1
## Action|Adventure|Comedy|Romance
## 198
## Action|Adventure|Comedy|Romance|Thriller
## 210
## Action|Adventure|Comedy|Sci-Fi
## 205
## Action|Adventure|Comedy|Sci-Fi|IMAX
## 1
## Action|Adventure|Comedy|Sci-Fi|Thriller
## 3
## Action|Adventure|Comedy|Thriller
## 46
## Action|Adventure|Comedy|War
## 29
## Action|Adventure|Comedy|Western
## 39
## Action|Adventure|Crime
## 4
## Action|Adventure|Crime|Drama
## 10
## Action|Adventure|Crime|Drama|Romance|Thriller
## 2
## Action|Adventure|Crime|Drama|Thriller
## 71
## Action|Adventure|Crime|Drama|Thriller|War
## 37
## Action|Adventure|Crime|Horror|Thriller
## 13
## Action|Adventure|Crime|IMAX
## 48
## Action|Adventure|Crime|Sci-Fi|Thriller
## 1
## Action|Adventure|Crime|Thriller
## 84
## Action|Adventure|Drama
## 470
## Action|Adventure|Drama|Fantasy
## 183
## Action|Adventure|Drama|Fantasy|IMAX
## 14
## Action|Adventure|Drama|Fantasy|Mystery|IMAX
## 34
## Action|Adventure|Drama|Fantasy|Thriller
## 31
## Action|Adventure|Drama|IMAX
## 1
## Action|Adventure|Drama|Mystery|Thriller
## 52
## Action|Adventure|Drama|Romance
## 6
## Action|Adventure|Drama|Romance|Thriller
## 2
## Action|Adventure|Drama|Romance|War
## 5
## Action|Adventure|Drama|Sci-Fi
## 56
## Action|Adventure|Drama|Sci-Fi|Thriller
## 126
## Action|Adventure|Drama|Thriller
## 82
## Action|Adventure|Drama|Thriller|IMAX
## 7
## Action|Adventure|Drama|Thriller|War
## 2
## Action|Adventure|Drama|Thriller|Western
## 16
## Action|Adventure|Drama|War
## 191
## Action|Adventure|Drama|Western
## 34
## Action|Adventure|Fantasy
## 493
## Action|Adventure|Fantasy|Horror
## 67
## Action|Adventure|Fantasy|Horror|Romance
## 1
## Action|Adventure|Fantasy|IMAX
## 60
## Action|Adventure|Fantasy|Mystery
## 6
## Action|Adventure|Fantasy|Romance
## 10
## Action|Adventure|Fantasy|Romance|IMAX
## 4
## Action|Adventure|Fantasy|Sci-Fi
## 62
## Action|Adventure|Fantasy|Sci-Fi|IMAX
## 40
## Action|Adventure|Fantasy|Thriller
## 61
## Action|Adventure|Horror
## 1
## Action|Adventure|Horror|Mystery|Sci-Fi|Thriller
## 1
## Action|Adventure|Horror|Sci-Fi
## 126
## Action|Adventure|Horror|Sci-Fi|Thriller
## 1
## Action|Adventure|Mystery|Romance|Thriller
## 87
## Action|Adventure|Mystery|Sci-Fi
## 63
## Action|Adventure|Mystery|Thriller
## 176
## Action|Adventure|Romance
## 35
## Action|Adventure|Romance|Thriller
## 162
## Action|Adventure|Sci-Fi
## 2146
## Action|Adventure|Sci-Fi|IMAX
## 513
## Action|Adventure|Sci-Fi|Thriller
## 1453
## Action|Adventure|Sci-Fi|Thriller|IMAX
## 190
## Action|Adventure|Sci-Fi|Thriller|War
## 50
## Action|Adventure|Sci-Fi|War|IMAX
## 9
## Action|Adventure|Thriller
## 1413
## Action|Adventure|Thriller|IMAX
## 34
## Action|Adventure|Thriller|War
## 13
## Action|Adventure|War
## 5
## Action|Adventure|Western
## 60
## Action|Adventure|Western|IMAX
## 3
## Action|Animation
## 8
## Action|Animation|Children
## 1
## Action|Animation|Children|Comedy
## 5
## Action|Animation|Children|Comedy|IMAX
## 33
## Action|Animation|Children|Comedy|Musical
## 1
## Action|Animation|Children|Comedy|Sci-Fi|IMAX
## 11
## Action|Animation|Children|Crime
## 4
## Action|Animation|Children|Fantasy|Sci-Fi
## 1
## Action|Animation|Children|Sci-Fi
## 4
## Action|Animation|Comedy
## 22
## Action|Animation|Comedy|Crime|Drama|Romance|Thriller
## 2
## Action|Animation|Comedy|Horror|Thriller
## 1
## Action|Animation|Comedy|Romance|Sci-Fi
## 5
## Action|Animation|Comedy|Sci-Fi
## 6
## Action|Animation|Crime
## 1
## Action|Animation|Crime|Drama|Film-Noir|Mystery|Sci-Fi|Thriller
## 1
## Action|Animation|Drama
## 1
## Action|Animation|Drama|Fantasy|Sci-Fi
## 2
## Action|Animation|Drama|Sci-Fi
## 25
## Action|Animation|Drama|Sci-Fi|Thriller
## 3
## Action|Animation|Fantasy
## 1
## Action|Animation|Fantasy|IMAX
## 3
## Action|Animation|Fantasy|Sci-Fi
## 1
## Action|Animation|Film-Noir|Sci-Fi|Thriller
## 1
## Action|Animation|Horror
## 2
## Action|Animation|Mystery|IMAX
## 7
## Action|Animation|Mystery|Sci-Fi
## 1
## Action|Animation|Sci-Fi
## 14
## Action|Animation|Sci-Fi|Thriller
## 16
## Action|Animation|Sci-Fi|Western
## 1
## Action|Children
## 18
## Action|Children|Comedy
## 7
## Action|Children|Comedy|Fantasy|Sci-Fi
## 18
## Action|Children|Drama
## 4
## Action|Children|Fantasy
## 11
## Action|Children|Romance
## 16
## Action|Children|Sci-Fi|IMAX
## 2
## Action|Comedy
## 529
## Action|Comedy|Crime
## 129
## Action|Comedy|Crime|Drama
## 268
## Action|Comedy|Crime|Drama|Horror|Thriller
## 7
## Action|Comedy|Crime|Drama|Sci-Fi
## 51
## Action|Comedy|Crime|Drama|Thriller
## 76
## Action|Comedy|Crime|Fantasy
## 160
## Action|Comedy|Crime|Fantasy|Thriller|IMAX
## 8
## Action|Comedy|Crime|Mystery
## 42
## Action|Comedy|Crime|Romance
## 35
## Action|Comedy|Crime|Thriller
## 304
## Action|Comedy|Crime|Western
## 1
## Action|Comedy|Documentary
## 15
## Action|Comedy|Drama
## 22
## Action|Comedy|Drama|Horror
## 2
## Action|Comedy|Drama|Romance
## 1
## Action|Comedy|Drama|Thriller
## 2
## Action|Comedy|Fantasy
## 40
## Action|Comedy|Fantasy|Horror
## 33
## Action|Comedy|Fantasy|IMAX
## 18
## Action|Comedy|Fantasy|Musical|Romance
## 26
## Action|Comedy|Fantasy|Sci-Fi
## 6
## Action|Comedy|Fantasy|Thriller
## 1
## Action|Comedy|Horror
## 54
## Action|Comedy|Horror|Romance
## 1
## Action|Comedy|Horror|Romance|Sci-Fi
## 1
## Action|Comedy|Horror|Sci-Fi
## 6
## Action|Comedy|Horror|Thriller
## 58
## Action|Comedy|IMAX
## 5
## Action|Comedy|Musical
## 109
## Action|Comedy|Romance
## 179
## Action|Comedy|Romance|Thriller
## 15
## Action|Comedy|Romance|War
## 17
## Action|Comedy|Sci-Fi
## 513
## Action|Comedy|Sci-Fi|IMAX
## 13
## Action|Comedy|Sci-Fi|Thriller
## 3
## Action|Comedy|Sci-Fi|Western
## 47
## Action|Comedy|Thriller
## 20
## Action|Comedy|War
## 68
## Action|Comedy|Western
## 31
## Action|Crime
## 390
## Action|Crime|Drama
## 279
## Action|Crime|Drama|Film-Noir|Thriller
## 1
## Action|Crime|Drama|Horror|Thriller
## 10
## Action|Crime|Drama|IMAX
## 124
## Action|Crime|Drama|Mystery|Sci-Fi|Thriller
## 43
## Action|Crime|Drama|Mystery|Sci-Fi|Thriller|IMAX
## 111
## Action|Crime|Drama|Mystery|Thriller
## 104
## Action|Crime|Drama|Romance
## 1
## Action|Crime|Drama|Sci-Fi|Thriller
## 82
## Action|Crime|Drama|Thriller
## 955
## Action|Crime|Drama|Thriller|IMAX
## 5
## Action|Crime|Drama|Thriller|War
## 31
## Action|Crime|Drama|Thriller|Western
## 1
## Action|Crime|Drama|War
## 31
## Action|Crime|Drama|Western
## 20
## Action|Crime|Fantasy
## 8
## Action|Crime|Fantasy|Sci-Fi|Thriller
## 2
## Action|Crime|Fantasy|Thriller
## 67
## Action|Crime|Film-Noir
## 2
## Action|Crime|Film-Noir|Mystery|Thriller
## 80
## Action|Crime|Horror
## 14
## Action|Crime|Horror|Mystery|Thriller
## 5
## Action|Crime|Horror|Sci-Fi|Thriller
## 18
## Action|Crime|Horror|Thriller
## 4
## Action|Crime|IMAX
## 105
## Action|Crime|Mystery
## 3
## Action|Crime|Mystery|Romance|Thriller
## 4
## Action|Crime|Mystery|Sci-Fi|Thriller
## 162
## Action|Crime|Mystery|Thriller
## 86
## Action|Crime|Romance
## 2
## Action|Crime|Romance|Thriller
## 62
## Action|Crime|Sci-Fi
## 95
## Action|Crime|Sci-Fi|IMAX
## 6
## Action|Crime|Sci-Fi|Thriller
## 19
## Action|Crime|Thriller
## 1441
## Action|Crime|Thriller|IMAX
## 10
## Action|Crime|Thriller|Western
## 14
## Action|Documentary|Drama|Thriller
## 3
## Action|Drama
## 335
## Action|Drama|Fantasy
## 4
## Action|Drama|Fantasy|Horror|Mystery|Sci-Fi|Thriller
## 1
## Action|Drama|Horror
## 10
## Action|Drama|Horror|IMAX
## 16
## Action|Drama|Horror|Sci-Fi|Thriller
## 8
## Action|Drama|Horror|Thriller
## 60
## Action|Drama|Musical|War
## 1
## Action|Drama|Mystery
## 17
## Action|Drama|Mystery|Romance|Thriller
## 14
## Action|Drama|Mystery|Sci-Fi|Thriller
## 31
## Action|Drama|Mystery|Sci-Fi|Thriller|IMAX
## 26
## Action|Drama|Mystery|Thriller
## 1
## Action|Drama|Romance
## 194
## Action|Drama|Romance|Sci-Fi
## 17
## Action|Drama|Romance|Thriller
## 19
## Action|Drama|Romance|War
## 144
## Action|Drama|Romance|Western
## 4
## Action|Drama|Sci-Fi
## 92
## Action|Drama|Sci-Fi|IMAX
## 17
## Action|Drama|Sci-Fi|Thriller
## 176
## Action|Drama|Thriller
## 441
## Action|Drama|Thriller|IMAX
## 6
## Action|Drama|Thriller|War
## 52
## Action|Drama|Thriller|Western
## 17
## Action|Drama|War
## 1019
## Action|Drama|War|IMAX
## 5
## Action|Drama|War|Western
## 4
## Action|Drama|Western
## 117
## Action|Fantasy
## 19
## Action|Fantasy|Horror
## 36
## Action|Fantasy|Horror|IMAX
## 5
## Action|Fantasy|Horror|Mystery|Sci-Fi|Thriller
## 1
## Action|Fantasy|Horror|Mystery|Thriller
## 19
## Action|Fantasy|Horror|Romance
## 2
## Action|Fantasy|Horror|Sci-Fi|Thriller
## 1
## Action|Fantasy|Horror|Thriller
## 51
## Action|Fantasy|Sci-Fi
## 23
## Action|Fantasy|Sci-Fi|IMAX
## 1
## Action|Fantasy|Sci-Fi|Thriller
## 7
## Action|Fantasy|Thriller
## 8
## Action|Fantasy|Thriller|IMAX
## 6
## Action|Fantasy|War|IMAX
## 59
## Action|Fantasy|Western
## 2
## Action|Horror
## 132
## Action|Horror|Mystery|Sci-Fi
## 1
## Action|Horror|Sci-Fi
## 142
## Action|Horror|Sci-Fi|IMAX
## 17
## Action|Horror|Sci-Fi|Thriller
## 225
## Action|Horror|Sci-Fi|Thriller|IMAX
## 46
## Action|Horror|Sci-Fi|War
## 2
## Action|Horror|Thriller
## 103
## Action|IMAX
## 1
## Action|Mystery
## 39
## Action|Mystery|Sci-Fi
## 55
## Action|Mystery|Sci-Fi|Thriller
## 27
## Action|Mystery|Thriller
## 141
## Action|Romance
## 78
## Action|Romance|Sci-Fi|Thriller
## 148
## Action|Romance|Thriller
## 203
## Action|Romance|War|Western
## 43
## Action|Romance|Western
## 63
## Action|Sci-Fi
## 565
## Action|Sci-Fi|IMAX
## 61
## Action|Sci-Fi|Thriller
## 1065
## Action|Sci-Fi|Thriller|IMAX
## 140
## Action|Sci-Fi|Thriller|Western
## 13
## Action|Sci-Fi|Thriller|Western|IMAX
## 8
## Action|Sci-Fi|War
## 16
## Action|Thriller
## 594
## Action|Thriller|War
## 44
## Action|Thriller|Western
## 24
## Action|War
## 30
## Action|Western
## 116
## Adventure
## 19
## Adventure|Animation
## 3
## Adventure|Animation|Children
## 85
## Adventure|Animation|Children|Comedy
## 443
## Adventure|Animation|Children|Comedy|Crime
## 23
## Adventure|Animation|Children|Comedy|Crime|Fantasy|Mystery
## 108
## Adventure|Animation|Children|Comedy|Drama|Fantasy
## 24
## Adventure|Animation|Children|Comedy|Drama|Fantasy|Musical|Romance
## 1
## Adventure|Animation|Children|Comedy|Drama|Musical|Romance
## 42
## Adventure|Animation|Children|Comedy|Fantasy
## 612
## Adventure|Animation|Children|Comedy|Fantasy|IMAX
## 51
## Adventure|Animation|Children|Comedy|Fantasy|Musical|Romance
## 15
## Adventure|Animation|Children|Comedy|Fantasy|Romance
## 175
## Adventure|Animation|Children|Comedy|Fantasy|Sci-Fi
## 52
## Adventure|Animation|Children|Comedy|Fantasy|Sci-Fi|IMAX
## 13
## Adventure|Animation|Children|Comedy|Fantasy|War
## 1
## Adventure|Animation|Children|Comedy|IMAX
## 10
## Adventure|Animation|Children|Comedy|Musical
## 288
## Adventure|Animation|Children|Comedy|Musical|Romance
## 81
## Adventure|Animation|Children|Comedy|Sci-Fi
## 41
## Adventure|Animation|Children|Crime|Drama
## 14
## Adventure|Animation|Children|Drama
## 116
## Adventure|Animation|Children|Drama|Fantasy
## 34
## Adventure|Animation|Children|Drama|Musical
## 22
## Adventure|Animation|Children|Drama|Musical|IMAX
## 200
## Adventure|Animation|Children|Drama|Sci-Fi
## 42
## Adventure|Animation|Children|Fantasy
## 66
## Adventure|Animation|Children|Fantasy|IMAX
## 45
## Adventure|Animation|Children|Fantasy|Musical
## 107
## Adventure|Animation|Children|Fantasy|Musical|Romance
## 23
## Adventure|Animation|Children|Fantasy|Sci-Fi
## 7
## Adventure|Animation|Children|Musical
## 32
## Adventure|Animation|Children|Musical|Romance
## 1
## Adventure|Animation|Children|Musical|Western
## 12
## Adventure|Animation|Children|Romance|Sci-Fi
## 76
## Adventure|Animation|Children|Sci-Fi
## 34
## Adventure|Animation|Children|Sci-Fi|IMAX
## 7
## Adventure|Animation|Children|Western
## 3
## Adventure|Animation|Comedy
## 77
## Adventure|Animation|Comedy|Crime
## 46
## Adventure|Animation|Comedy|Fantasy
## 3
## Adventure|Animation|Comedy|Fantasy|IMAX
## 4
## Adventure|Animation|Comedy|Fantasy|Musical
## 21
## Adventure|Animation|Comedy|Fantasy|Musical|Romance
## 12
## Adventure|Animation|Comedy|Fantasy|Romance
## 12
## Adventure|Animation|Comedy|Fantasy|Romance|Sci-Fi
## 1
## Adventure|Animation|Comedy|Sci-Fi
## 4
## Adventure|Animation|Drama
## 4
## Adventure|Animation|Drama|Fantasy|Sci-Fi
## 20
## Adventure|Animation|Drama|Mystery|Sci-Fi
## 1
## Adventure|Animation|Fantasy
## 67
## Adventure|Animation|Fantasy|IMAX
## 1
## Adventure|Animation|Fantasy|Musical|Sci-Fi
## 2
## Adventure|Animation|Fantasy|Romance
## 27
## Adventure|Animation|Fantasy|Sci-Fi
## 20
## Adventure|Animation|Romance
## 1
## Adventure|Animation|Sci-Fi
## 7
## Adventure|Children
## 177
## Adventure|Children|Comedy
## 71
## Adventure|Children|Comedy|Drama
## 14
## Adventure|Children|Comedy|Fantasy
## 28
## Adventure|Children|Comedy|Fantasy|IMAX
## 47
## Adventure|Children|Comedy|Fantasy|Musical
## 10
## Adventure|Children|Comedy|Fantasy|Mystery
## 12
## Adventure|Children|Comedy|Fantasy|Romance
## 11
## Adventure|Children|Comedy|Fantasy|Sci-Fi
## 76
## Adventure|Children|Comedy|Musical
## 62
## Adventure|Children|Comedy|Mystery
## 8
## Adventure|Children|Comedy|Romance|Sci-Fi
## 1
## Adventure|Children|Comedy|Sci-Fi
## 1
## Adventure|Children|Drama
## 134
## Adventure|Children|Drama|Fantasy
## 3
## Adventure|Children|Drama|Fantasy|IMAX
## 8
## Adventure|Children|Drama|Romance
## 5
## Adventure|Children|Fantasy
## 415
## Adventure|Children|Fantasy|Musical
## 119
## Adventure|Children|Fantasy|Musical|Romance
## 1
## Adventure|Children|Fantasy|Sci-Fi
## 2
## Adventure|Children|Fantasy|Sci-Fi|Thriller
## 1
## Adventure|Children|Fantasy|Western
## 1
## Adventure|Children|Musical
## 34
## Adventure|Children|Romance
## 30
## Adventure|Children|Sci-Fi
## 25
## Adventure|Comedy
## 481
## Adventure|Comedy|Crime
## 107
## Adventure|Comedy|Crime|Drama|Fantasy|Mystery|Sci-Fi|Thriller
## 1
## Adventure|Comedy|Crime|Drama|Mystery|Thriller
## 1
## Adventure|Comedy|Crime|Drama|Romance
## 5
## Adventure|Comedy|Crime|Romance
## 23
## Adventure|Comedy|Crime|Thriller
## 3
## Adventure|Comedy|Drama
## 165
## Adventure|Comedy|Drama|Fantasy
## 1
## Adventure|Comedy|Drama|Fantasy|Mystery|Sci-Fi|Thriller
## 3
## Adventure|Comedy|Drama|Fantasy|Romance
## 10
## Adventure|Comedy|Drama|Romance
## 3
## Adventure|Comedy|Fantasy
## 327
## Adventure|Comedy|Fantasy|Musical
## 3
## Adventure|Comedy|Fantasy|Musical|Romance
## 1
## Adventure|Comedy|Fantasy|Romance
## 23
## Adventure|Comedy|Fantasy|Sci-Fi
## 58
## Adventure|Comedy|Horror
## 4
## Adventure|Comedy|Horror|Romance
## 1
## Adventure|Comedy|Musical
## 65
## Adventure|Comedy|Mystery
## 1
## Adventure|Comedy|Mystery|Romance
## 10
## Adventure|Comedy|Romance
## 74
## Adventure|Comedy|Romance|War
## 54
## Adventure|Comedy|Sci-Fi
## 585
## Adventure|Comedy|Sci-Fi|Thriller
## 11
## Adventure|Comedy|Sci-Fi|Western
## 94
## Adventure|Comedy|Thriller
## 3
## Adventure|Comedy|War
## 3
## Adventure|Comedy|Western
## 140
## Adventure|Crime|Drama
## 54
## Adventure|Crime|Drama|Horror|Mystery
## 1
## Adventure|Crime|Drama|Romance
## 2
## Adventure|Crime|Drama|Thriller
## 1
## Adventure|Crime|Drama|Western
## 1
## Adventure|Crime|Horror|Thriller
## 1
## Adventure|Crime|Thriller
## 1
## Adventure|Documentary
## 19
## Adventure|Documentary|Drama
## 1
## Adventure|Documentary|IMAX
## 2
## Adventure|Drama
## 417
## Adventure|Drama|Fantasy
## 21
## Adventure|Drama|Fantasy|IMAX
## 38
## Adventure|Drama|Fantasy|Mystery|Sci-Fi
## 40
## Adventure|Drama|Fantasy|Romance
## 15
## Adventure|Drama|Horror
## 1
## Adventure|Drama|Horror|Mystery
## 1
## Adventure|Drama|Horror|Mystery|Thriller
## 4
## Adventure|Drama|Horror|Sci-Fi|Thriller
## 2
## Adventure|Drama|Horror|Thriller
## 7
## Adventure|Drama|IMAX
## 228
## Adventure|Drama|Mystery|Thriller
## 9
## Adventure|Drama|Romance
## 72
## Adventure|Drama|Romance|Sci-Fi
## 22
## Adventure|Drama|Romance|Thriller|War
## 6
## Adventure|Drama|Romance|War
## 4
## Adventure|Drama|Sci-Fi
## 433
## Adventure|Drama|Sci-Fi|Thriller
## 11
## Adventure|Drama|Thriller
## 110
## Adventure|Drama|Thriller|IMAX
## 10
## Adventure|Drama|Thriller|War
## 1
## Adventure|Drama|War
## 187
## Adventure|Drama|War|Western
## 5
## Adventure|Drama|Western
## 227
## Adventure|Fantasy
## 539
## Adventure|Fantasy|Horror|Romance|Sci-Fi|Thriller
## 1
## Adventure|Fantasy|IMAX
## 153
## Adventure|Fantasy|Musical
## 36
## Adventure|Fantasy|Musical|Romance
## 1
## Adventure|Fantasy|Mystery|Romance|IMAX
## 29
## Adventure|Fantasy|Romance
## 36
## Adventure|Fantasy|Romance|Sci-Fi|Thriller
## 11
## Adventure|Fantasy|Sci-Fi
## 5
## Adventure|Fantasy|Thriller|IMAX
## 59
## Adventure|Film-Noir|Sci-Fi|Thriller
## 51
## Adventure|Horror|Sci-Fi
## 5
## Adventure|Musical
## 2
## Adventure|Musical|Romance
## 1
## Adventure|Romance
## 19
## Adventure|Romance|Sci-Fi|IMAX
## 11
## Adventure|Romance|Thriller
## 8
## Adventure|Romance|Western
## 1
## Adventure|Sci-Fi
## 118
## Adventure|Sci-Fi|Thriller
## 14
## Adventure|Thriller
## 3
## Adventure|Thriller|Western
## 1
## Adventure|War
## 4
## Adventure|War|Western
## 1
## Adventure|Western
## 33
## Animation
## 15
## Animation|Children
## 123
## Animation|Children|Comedy
## 245
## Animation|Children|Comedy|Crime
## 91
## Animation|Children|Comedy|Drama
## 1
## Animation|Children|Comedy|Drama|Fantasy
## 10
## Animation|Children|Comedy|Fantasy
## 6
## Animation|Children|Comedy|Fantasy|Musical|Romance
## 14
## Animation|Children|Comedy|Fantasy|Musical|Romance|IMAX
## 21
## Animation|Children|Comedy|IMAX
## 8
## Animation|Children|Comedy|Musical
## 63
## Animation|Children|Comedy|Musical|Romance
## 78
## Animation|Children|Comedy|Musical|Western
## 1
## Animation|Children|Comedy|Romance
## 66
## Animation|Children|Drama
## 114
## Animation|Children|Drama|Fantasy
## 26
## Animation|Children|Drama|Fantasy|IMAX
## 1
## Animation|Children|Drama|Fantasy|Musical
## 71
## Animation|Children|Drama|Musical
## 42
## Animation|Children|Drama|Musical|Romance
## 110
## Animation|Children|Fantasy
## 19
## Animation|Children|Fantasy|IMAX
## 9
## Animation|Children|Fantasy|Musical
## 284
## Animation|Children|Fantasy|Musical|Romance
## 60
## Animation|Children|Fantasy|Musical|Romance|IMAX
## 176
## Animation|Children|Fantasy|Mystery
## 4
## Animation|Children|Fantasy|War
## 17
## Animation|Children|Musical
## 71
## Animation|Children|Musical|IMAX
## 17
## Animation|Comedy
## 97
## Animation|Comedy|Drama
## 11
## Animation|Comedy|Drama|Fantasy
## 2
## Animation|Comedy|Drama|Fantasy|Sci-Fi
## 2
## Animation|Comedy|Drama|Romance|Sci-Fi
## 6
## Animation|Comedy|Fantasy
## 21
## Animation|Comedy|Fantasy|Musical
## 13
## Animation|Comedy|Fantasy|Musical|Romance
## 21
## Animation|Comedy|Fantasy|Sci-Fi
## 5
## Animation|Comedy|Musical
## 83
## Animation|Comedy|Romance
## 8
## Animation|Comedy|Sci-Fi
## 12
## Animation|Comedy|War
## 3
## Animation|Documentary
## 2
## Animation|Documentary|Drama|War
## 4
## Animation|Drama
## 10
## Animation|Drama|Fantasy
## 12
## Animation|Drama|Mystery|Sci-Fi|Thriller
## 15
## Animation|Drama|Romance
## 12
## Animation|Drama|Sci-Fi|IMAX
## 2
## Animation|Drama|War
## 14
## Animation|Fantasy
## 5
## Animation|Fantasy|Horror|Sci-Fi
## 11
## Animation|Fantasy|Musical|IMAX
## 2
## Animation|Fantasy|Mystery
## 1
## Animation|Fantasy|Sci-Fi|Thriller
## 2
## Animation|Fantasy|Sci-Fi|War
## 2
## Animation|Fantasy|Thriller
## 20
## Animation|Horror
## 1
## Animation|Horror|Mystery|Thriller
## 6
## Animation|Musical
## 41
## Animation|Mystery|Sci-Fi
## 11
## Animation|Sci-Fi
## 35
## Animation|Sci-Fi|IMAX
## 5
## Children
## 2
## Children|Comedy
## 584
## Children|Comedy|Crime
## 1
## Children|Comedy|Crime|Drama
## 1
## Children|Comedy|Crime|Drama|Fantasy
## 5
## Children|Comedy|Crime|Musical
## 1
## Children|Comedy|Drama
## 63
## Children|Comedy|Drama|Fantasy
## 2
## Children|Comedy|Drama|Musical
## 1
## Children|Comedy|Drama|Musical|Romance
## 4
## Children|Comedy|Fantasy
## 331
## Children|Comedy|Fantasy|Horror
## 8
## Children|Comedy|Fantasy|Musical
## 235
## Children|Comedy|Fantasy|Romance
## 9
## Children|Comedy|Fantasy|Sci-Fi
## 7
## Children|Comedy|Musical
## 32
## Children|Comedy|Musical|Romance
## 6
## Children|Comedy|Mystery
## 16
## Children|Comedy|Romance
## 69
## Children|Comedy|Romance|Sci-Fi
## 7
## Children|Comedy|Sci-Fi
## 25
## Children|Comedy|Western
## 15
## Children|Crime|Documentary
## 1
## Children|Documentary
## 6
## Children|Drama
## 270
## Children|Drama|Fantasy
## 83
## Children|Drama|Fantasy|Mystery
## 17
## Children|Drama|Fantasy|Mystery|Thriller
## 6
## Children|Drama|Fantasy|Romance
## 73
## Children|Drama|Mystery
## 15
## Children|Drama|Romance
## 2
## Children|Drama|Sci-Fi
## 160
## Children|Drama|War
## 2
## Children|Fantasy
## 14
## Children|Fantasy|Musical
## 12
## Children|Fantasy|Musical|Romance
## 2
## Children|Musical
## 25
## Children|Musical|Mystery
## 1
## Children|Musical|Romance
## 2
## Children|Mystery|Sci-Fi
## 1
## Children|Sci-Fi
## 12
## Comedy
## 6748
## Comedy|Crime
## 1096
## Comedy|Crime|Drama
## 389
## Comedy|Crime|Drama|Film-Noir|Musical
## 1
## Comedy|Crime|Drama|Horror
## 1
## Comedy|Crime|Drama|Horror|Mystery
## 3
## Comedy|Crime|Drama|Musical
## 51
## Comedy|Crime|Drama|Musical|Mystery|Romance
## 2
## Comedy|Crime|Drama|Mystery
## 6
## Comedy|Crime|Drama|Mystery|Romance
## 12
## Comedy|Crime|Drama|Mystery|Thriller
## 11
## Comedy|Crime|Drama|Romance
## 9
## Comedy|Crime|Drama|Romance|Thriller
## 50
## Comedy|Crime|Drama|Thriller
## 633
## Comedy|Crime|Horror
## 18
## Comedy|Crime|Musical
## 4
## Comedy|Crime|Musical|Mystery
## 2
## Comedy|Crime|Mystery
## 53
## Comedy|Crime|Mystery|Romance
## 5
## Comedy|Crime|Mystery|Romance|Thriller
## 27
## Comedy|Crime|Mystery|Thriller
## 62
## Comedy|Crime|Romance
## 99
## Comedy|Crime|Romance|Thriller
## 2
## Comedy|Crime|Thriller
## 304
## Comedy|Crime|Western
## 1
## Comedy|Documentary
## 99
## Comedy|Documentary|Drama
## 48
## Comedy|Documentary|Musical
## 4
## Comedy|Drama
## 3272
## Comedy|Drama|Fantasy
## 276
## Comedy|Drama|Fantasy|Musical
## 1
## Comedy|Drama|Fantasy|Musical|Romance
## 1
## Comedy|Drama|Fantasy|Mystery
## 5
## Comedy|Drama|Fantasy|Romance
## 320
## Comedy|Drama|Fantasy|Romance|Thriller
## 126
## Comedy|Drama|Fantasy|Sci-Fi
## 7
## Comedy|Drama|Film-Noir
## 19
## Comedy|Drama|Horror
## 8
## Comedy|Drama|Horror|Sci-Fi|Thriller
## 2
## Comedy|Drama|Horror|Thriller
## 1
## Comedy|Drama|Musical
## 88
## Comedy|Drama|Musical|IMAX
## 5
## Comedy|Drama|Musical|Mystery
## 1
## Comedy|Drama|Musical|Romance
## 72
## Comedy|Drama|Musical|Romance|War
## 1
## Comedy|Drama|Musical|Sci-Fi
## 16
## Comedy|Drama|Mystery
## 32
## Comedy|Drama|Mystery|Romance
## 3
## Comedy|Drama|Mystery|Sci-Fi|Thriller
## 2
## Comedy|Drama|Mystery|Thriller
## 5
## Comedy|Drama|Romance
## 3204
## Comedy|Drama|Romance|Sci-Fi
## 2
## Comedy|Drama|Romance|Thriller
## 9
## Comedy|Drama|Romance|War
## 442
## Comedy|Drama|Romance|Western
## 1
## Comedy|Drama|Sci-Fi
## 140
## Comedy|Drama|Sci-Fi|Thriller
## 4
## Comedy|Drama|Sci-Fi|War
## 1
## Comedy|Drama|Thriller
## 93
## Comedy|Drama|War
## 187
## Comedy|Fantasy
## 333
## Comedy|Fantasy|Horror
## 25
## Comedy|Fantasy|Horror|Musical|Thriller
## 1
## Comedy|Fantasy|Horror|Thriller
## 18
## Comedy|Fantasy|Musical
## 7
## Comedy|Fantasy|Musical|Romance
## 2
## Comedy|Fantasy|Mystery
## 5
## Comedy|Fantasy|Romance
## 374
## Comedy|Fantasy|Romance|Sci-Fi
## 68
## Comedy|Fantasy|Sci-Fi
## 82
## Comedy|Fantasy|Thriller
## 11
## Comedy|Film-Noir|Thriller
## 1
## Comedy|Horror
## 412
## Comedy|Horror|IMAX
## 6
## Comedy|Horror|Musical
## 46
## Comedy|Horror|Musical|Sci-Fi
## 63
## Comedy|Horror|Mystery|Thriller
## 133
## Comedy|Horror|Romance
## 19
## Comedy|Horror|Romance|Thriller
## 10
## Comedy|Horror|Sci-Fi
## 59
## Comedy|Horror|Sci-Fi|Thriller
## 18
## Comedy|Horror|Thriller
## 113
## Comedy|Musical
## 216
## Comedy|Musical|Romance
## 366
## Comedy|Musical|Romance|Western
## 5
## Comedy|Musical|Sci-Fi
## 7
## Comedy|Musical|War
## 35
## Comedy|Musical|Western
## 9
## Comedy|Mystery
## 47
## Comedy|Mystery|Romance
## 10
## Comedy|Mystery|Thriller
## 55
## Comedy|Romance
## 3973
## Comedy|Romance|Sci-Fi
## 9
## Comedy|Romance|Thriller
## 58
## Comedy|Romance|Thriller|Western
## 1
## Comedy|Sci-Fi
## 426
## Comedy|Thriller
## 121
## Comedy|War
## 209
## Comedy|War|Western
## 5
## Comedy|Western
## 159
## Crime
## 24
## Crime|Documentary
## 7
## Crime|Documentary|Drama
## 1
## Crime|Documentary|War
## 2
## Crime|Drama
## 2367
## Crime|Drama|Fantasy|Film-Noir|Mystery|Romance
## 20
## Crime|Drama|Fantasy|Horror|Thriller
## 4
## Crime|Drama|Fantasy|Mystery|Thriller
## 1
## Crime|Drama|Fantasy|Thriller
## 13
## Crime|Drama|Film-Noir
## 121
## Crime|Drama|Film-Noir|Mystery
## 16
## Crime|Drama|Film-Noir|Mystery|Thriller
## 40
## Crime|Drama|Film-Noir|Romance
## 1
## Crime|Drama|Film-Noir|Romance|Thriller
## 2
## Crime|Drama|Film-Noir|Thriller
## 105
## Crime|Drama|Horror
## 10
## Crime|Drama|Horror|Mystery|Thriller
## 38
## Crime|Drama|Horror|Thriller
## 4
## Crime|Drama|Musical
## 2
## Crime|Drama|Musical|Thriller
## 4
## Crime|Drama|Mystery
## 158
## Crime|Drama|Mystery|Romance|Thriller
## 74
## Crime|Drama|Mystery|Thriller
## 347
## Crime|Drama|Mystery|Thriller|War
## 2
## Crime|Drama|Romance
## 156
## Crime|Drama|Romance|Thriller
## 73
## Crime|Drama|Romance|War
## 13
## Crime|Drama|Sci-Fi|Thriller
## 139
## Crime|Drama|Thriller
## 1091
## Crime|Drama|Thriller|War
## 3
## Crime|Drama|War
## 5
## Crime|Drama|Western
## 20
## Crime|Fantasy|Horror
## 13
## Crime|Film-Noir
## 46
## Crime|Film-Noir|Mystery
## 58
## Crime|Film-Noir|Mystery|Thriller
## 236
## Crime|Film-Noir|Romance
## 1
## Crime|Film-Noir|Thriller
## 48
## Crime|Horror
## 77
## Crime|Horror|Mystery
## 1
## Crime|Horror|Mystery|Romance|Thriller
## 1
## Crime|Horror|Mystery|Thriller
## 104
## Crime|Horror|Sci-Fi
## 1
## Crime|Horror|Thriller
## 351
## Crime|Musical
## 2
## Crime|Mystery
## 13
## Crime|Mystery|Romance|Thriller
## 29
## Crime|Mystery|Thriller
## 478
## Crime|Romance
## 1
## Crime|Romance|Thriller
## 14
## Crime|Sci-Fi|Thriller
## 9
## Crime|Thriller
## 486
## Crime|Thriller|War
## 49
## Documentary
## 1154
## Documentary|Drama
## 43
## Documentary|Drama|Musical
## 1
## Documentary|Drama|Sci-Fi
## 1
## Documentary|Drama|War
## 1
## Documentary|Fantasy
## 2
## Documentary|Horror
## 8
## Documentary|IMAX
## 20
## Documentary|Musical
## 69
## Documentary|Musical|IMAX
## 4
## Documentary|Mystery
## 5
## Documentary|Sci-Fi
## 1
## Documentary|War
## 40
## Drama
## 7757
## Drama|Fantasy
## 81
## Drama|Fantasy|Horror
## 17
## Drama|Fantasy|Horror|Mystery
## 1
## Drama|Fantasy|Horror|Mystery|Thriller
## 9
## Drama|Fantasy|Horror|Romance
## 9
## Drama|Fantasy|Horror|Romance|Thriller
## 2
## Drama|Fantasy|Horror|Thriller
## 73
## Drama|Fantasy|Horror|Thriller|War
## 4
## Drama|Fantasy|Musical
## 20
## Drama|Fantasy|Musical|Mystery|Sci-Fi
## 1
## Drama|Fantasy|Musical|Romance
## 5
## Drama|Fantasy|Mystery
## 13
## Drama|Fantasy|Mystery|Romance
## 79
## Drama|Fantasy|Mystery|Romance|Thriller
## 3
## Drama|Fantasy|Mystery|Sci-Fi
## 30
## Drama|Fantasy|Mystery|Thriller
## 2
## Drama|Fantasy|Romance
## 330
## Drama|Fantasy|Romance|Sci-Fi
## 7
## Drama|Fantasy|Romance|Thriller
## 13
## Drama|Fantasy|Sci-Fi
## 13
## Drama|Fantasy|Sci-Fi|Thriller
## 1
## Drama|Fantasy|Thriller
## 61
## Drama|Fantasy|War
## 5
## Drama|Film-Noir
## 34
## Drama|Film-Noir|Horror|Mystery
## 1
## Drama|Film-Noir|Mystery
## 5
## Drama|Film-Noir|Mystery|Romance
## 11
## Drama|Film-Noir|Mystery|Thriller
## 5
## Drama|Film-Noir|Romance
## 47
## Drama|Film-Noir|Thriller
## 19
## Drama|Horror
## 196
## Drama|Horror|Musical
## 1
## Drama|Horror|Musical|Thriller
## 19
## Drama|Horror|Mystery
## 227
## Drama|Horror|Mystery|Romance|Thriller
## 6
## Drama|Horror|Mystery|Sci-Fi|Thriller
## 3
## Drama|Horror|Mystery|Thriller
## 117
## Drama|Horror|Romance
## 3
## Drama|Horror|Romance|Thriller
## 23
## Drama|Horror|Sci-Fi
## 65
## Drama|Horror|Sci-Fi|Thriller
## 50
## Drama|Horror|Thriller
## 319
## Drama|Horror|War
## 2
## Drama|Musical
## 259
## Drama|Musical|Mystery
## 2
## Drama|Musical|Romance
## 281
## Drama|Musical|Romance|IMAX
## 6
## Drama|Mystery
## 373
## Drama|Mystery|Romance
## 48
## Drama|Mystery|Romance|Sci-Fi|Thriller
## 6
## Drama|Mystery|Romance|Thriller
## 170
## Drama|Mystery|Romance|War
## 11
## Drama|Mystery|Sci-Fi
## 24
## Drama|Mystery|Sci-Fi|Thriller
## 207
## Drama|Mystery|Thriller
## 706
## Drama|Mystery|War
## 3
## Drama|Mystery|Western
## 46
## Drama|Romance
## 3462
## Drama|Romance|Sci-Fi
## 189
## Drama|Romance|Sci-Fi|Thriller
## 10
## Drama|Romance|Thriller
## 188
## Drama|Romance|Thriller|War
## 3
## Drama|Romance|War
## 276
## Drama|Romance|War|Western
## 73
## Drama|Romance|Western
## 39
## Drama|Sci-Fi
## 309
## Drama|Sci-Fi|IMAX
## 23
## Drama|Sci-Fi|Thriller
## 328
## Drama|Sci-Fi|Thriller|IMAX
## 6
## Drama|Sci-Fi|War
## 22
## Drama|Thriller
## 1402
## Drama|Thriller|War
## 163
## Drama|Thriller|Western
## 2
## Drama|War
## 1167
## Drama|War|Western
## 4
## Drama|Western
## 174
## Fantasy
## 12
## Fantasy|Horror
## 20
## Fantasy|Horror|Mystery
## 16
## Fantasy|Horror|Mystery|Romance
## 52
## Fantasy|Horror|Mystery|Thriller
## 15
## Fantasy|Horror|Romance|Thriller
## 52
## Fantasy|Horror|Sci-Fi|Thriller
## 11
## Fantasy|Horror|Thriller
## 39
## Fantasy|Musical
## 1
## Fantasy|Musical|Romance
## 7
## Fantasy|Mystery|Sci-Fi|War
## 1
## Fantasy|Mystery|Thriller
## 3
## Fantasy|Romance|Thriller|IMAX
## 2
## Fantasy|Sci-Fi
## 67
## Fantasy|Western
## 5
## Film-Noir
## 14
## Film-Noir|Horror|Mystery|Thriller
## 14
## Film-Noir|Mystery
## 63
## Film-Noir|Mystery|Thriller
## 46
## Film-Noir|Romance|Thriller
## 21
## Film-Noir|Thriller
## 8
## Horror
## 649
## Horror|IMAX
## 1
## Horror|Musical|Thriller
## 6
## Horror|Mystery
## 113
## Horror|Mystery|Romance
## 2
## Horror|Mystery|Sci-Fi
## 15
## Horror|Mystery|Sci-Fi|Thriller
## 31
## Horror|Mystery|Thriller
## 259
## Horror|Romance
## 4
## Horror|Romance|Thriller
## 1
## Horror|Sci-Fi
## 335
## Horror|Sci-Fi|Thriller
## 316
## Horror|Thriller
## 584
## Horror|Thriller|IMAX
## 1
## Horror|War
## 1
## Horror|Western
## 10
## Musical
## 72
## Musical|Romance
## 110
## Musical|Romance|War
## 14
## Musical|Romance|Western
## 6
## Musical|Sci-Fi
## 1
## Musical|Western
## 2
## Mystery
## 16
## Mystery|Romance|Sci-Fi|Thriller
## 37
## Mystery|Romance|Thriller
## 43
## Mystery|Sci-Fi
## 9
## Mystery|Sci-Fi|Thriller
## 269
## Mystery|Sci-Fi|Thriller|IMAX
## 12
## Mystery|Thriller
## 567
## Romance
## 63
## Romance|Sci-Fi
## 10
## Romance|Sci-Fi|Thriller
## 13
## Romance|Thriller
## 19
## Romance|War
## 7
## Romance|Western
## 8
## Sci-Fi
## 69
## Sci-Fi|IMAX
## 43
## Sci-Fi|Thriller
## 87
## Sci-Fi|Thriller|IMAX
## 8
## Thriller
## 712
## War
## 13
## Western
## 121pop <- murders$population
pop## [1] 4779736 710231 6392017 2915918 37253956 5029196 3574097 897934
## [9] 601723 19687653 9920000 1360301 1567582 12830632 6483802 3046355
## [17] 2853118 4339367 4533372 1328361 5773552 6547629 9883640 5303925
## [25] 2967297 5988927 989415 1826341 2700551 1316470 8791894 2059179
## [33] 19378102 9535483 672591 11536504 3751351 3831074 12702379 1052567
## [41] 4625364 814180 6346105 25145561 2763885 625741 8001024 6724540
## [49] 1852994 5686986 563626order(pop, decreasing = FALSE) ## [1] 51 9 46 35 2 42 8 27 40 30 20 12 13 28 49 32 29 45 17 4 25 16 7 37 38
## [26] 18 19 41 1 6 24 50 21 26 43 3 15 22 48 47 31 34 23 11 36 39 14 33 10 44
## [51] 5pop_min<-which.min(pop)
pop_min## [1] 51murders$state[pop_min]## [1] "Wyoming"