library(dslabs)
data("murders")
head(murders)## state abb region population total
## 1 Alabama AL South 4779736 135
## 2 Alaska AK West 710231 19
## 3 Arizona AZ West 6392017 232
## 4 Arkansas AR South 2915918 93
## 5 California CA West 37253956 1257
## 6 Colorado CO West 5029196 65conteo <- table(murders$region)
print(conteo)##
## Northeast South North Central West
## 9 17 12 13library(dslabs)
data("movielens")
head(movielens)## movieId title year
## 1 31 Dangerous Minds 1995
## 2 1029 Dumbo 1941
## 3 1061 Sleepers 1996
## 4 1129 Escape from New York 1981
## 5 1172 Cinema Paradiso (Nuovo cinema Paradiso) 1989
## 6 1263 Deer Hunter, The 1978
## genres userId rating timestamp
## 1 Drama 1 2.5 1260759144
## 2 Animation|Children|Drama|Musical 1 3.0 1260759179
## 3 Thriller 1 3.0 1260759182
## 4 Action|Adventure|Sci-Fi|Thriller 1 2.0 1260759185
## 5 Drama 1 4.0 1260759205
## 6 Drama|War 1 2.0 1260759151## ¿Cuántas filas hay?
num_filas<-nrow(movielens)
print(paste("El numero de filas del dataset son:",num_filas))## [1] "El numero de filas del dataset son: 100004"# ¿Cuántas variables hay?
num_variables<-ncol(movielens)
print(paste("Se tienen",num_variables,"variables"))## [1] "Se tienen 7 variables"# ¿Qué tipo es la variable title?
tipo_var<-class(movielens$title)
print(paste("la variables title es de tipo",tipo_var))## [1] "la variables title es de tipo character"# ¿Qué tipo es la variable genres?
tipo_variable<-class(movielens$genres)
print(paste("la variables genres es de tipo",tipo_variable))## [1] "la variables genres es de tipo factor"library(dslabs)
data("movielens")
# ¿Cuántos niveles hay en la variable genres?
levels(movielens$genres)## [1] "(no genres listed)"
## [2] "Action"
## [3] "Action|Adventure"
## [4] "Action|Adventure|Animation"
## [5] "Action|Adventure|Animation|Children"
## [6] "Action|Adventure|Animation|Children|Comedy"
## [7] "Action|Adventure|Animation|Children|Comedy|Fantasy"
## [8] "Action|Adventure|Animation|Children|Comedy|IMAX"
## [9] "Action|Adventure|Animation|Children|Comedy|Romance"
## [10] "Action|Adventure|Animation|Children|Comedy|Sci-Fi"
## [11] "Action|Adventure|Animation|Children|Comedy|Sci-Fi|IMAX"
## [12] "Action|Adventure|Animation|Children|Comedy|Western"
## [13] "Action|Adventure|Animation|Children|Fantasy"
## [14] "Action|Adventure|Animation|Children|Fantasy|Sci-Fi"
## [15] "Action|Adventure|Animation|Children|Sci-Fi"
## [16] "Action|Adventure|Animation|Comedy"
## [17] "Action|Adventure|Animation|Comedy|Crime|Mystery"
## [18] "Action|Adventure|Animation|Comedy|Fantasy"
## [19] "Action|Adventure|Animation|Comedy|Fantasy|Mystery|Sci-Fi"
## [20] "Action|Adventure|Animation|Comedy|Fantasy|Sci-Fi"
## [21] "Action|Adventure|Animation|Comedy|Sci-Fi"
## [22] "Action|Adventure|Animation|Crime|Fantasy"
## [23] "Action|Adventure|Animation|Crime|Sci-Fi"
## [24] "Action|Adventure|Animation|Drama"
## [25] "Action|Adventure|Animation|Drama|Fantasy"
## [26] "Action|Adventure|Animation|Drama|Fantasy|Sci-Fi"
## [27] "Action|Adventure|Animation|Fantasy"
## [28] "Action|Adventure|Animation|Fantasy|IMAX"
## [29] "Action|Adventure|Animation|Fantasy|Sci-Fi"
## [30] "Action|Adventure|Animation|Horror"
## [31] "Action|Adventure|Animation|Horror|Sci-Fi"
## [32] "Action|Adventure|Animation|Sci-Fi"
## [33] "Action|Adventure|Animation|Sci-Fi|Thriller"
## [34] "Action|Adventure|Children"
## [35] "Action|Adventure|Children|Comedy"
## [36] "Action|Adventure|Children|Comedy|Fantasy"
## [37] "Action|Adventure|Children|Comedy|Fantasy|Sci-Fi"
## [38] "Action|Adventure|Children|Comedy|Mystery"
## [39] "Action|Adventure|Children|Drama"
## [40] "Action|Adventure|Children|Fantasy"
## [41] "Action|Adventure|Children|Fantasy|Mystery|Thriller"
## [42] "Action|Adventure|Children|IMAX"
## [43] "Action|Adventure|Children|Mystery|Sci-Fi"
## [44] "Action|Adventure|Comedy"
## [45] "Action|Adventure|Comedy|Crime"
## [46] "Action|Adventure|Comedy|Crime|Drama"
## [47] "Action|Adventure|Comedy|Crime|Drama|Film-Noir|Horror|Mystery|Thriller|Western"
## [48] "Action|Adventure|Comedy|Crime|Fantasy"
## [49] "Action|Adventure|Comedy|Crime|Mystery|Thriller"
## [50] "Action|Adventure|Comedy|Crime|Thriller"
## [51] "Action|Adventure|Comedy|Documentary|Fantasy"
## [52] "Action|Adventure|Comedy|Drama"
## [53] "Action|Adventure|Comedy|Drama|Romance"
## [54] "Action|Adventure|Comedy|Drama|Romance|Thriller"
## [55] "Action|Adventure|Comedy|Drama|Thriller"
## [56] "Action|Adventure|Comedy|Drama|War"
## [57] "Action|Adventure|Comedy|Fantasy"
## [58] "Action|Adventure|Comedy|Fantasy|Horror"
## [59] "Action|Adventure|Comedy|Fantasy|Horror|Thriller"
## [60] "Action|Adventure|Comedy|Fantasy|Mystery"
## [61] "Action|Adventure|Comedy|Fantasy|Romance"
## [62] "Action|Adventure|Comedy|Horror"
## [63] "Action|Adventure|Comedy|Musical|Romance|Thriller"
## [64] "Action|Adventure|Comedy|Romance"
## [65] "Action|Adventure|Comedy|Romance|Thriller"
## [66] "Action|Adventure|Comedy|Sci-Fi"
## [67] "Action|Adventure|Comedy|Sci-Fi|IMAX"
## [68] "Action|Adventure|Comedy|Sci-Fi|Thriller"
## [69] "Action|Adventure|Comedy|Thriller"
## [70] "Action|Adventure|Comedy|War"
## [71] "Action|Adventure|Comedy|Western"
## [72] "Action|Adventure|Crime"
## [73] "Action|Adventure|Crime|Drama"
## [74] "Action|Adventure|Crime|Drama|Romance|Thriller"
## [75] "Action|Adventure|Crime|Drama|Thriller"
## [76] "Action|Adventure|Crime|Drama|Thriller|War"
## [77] "Action|Adventure|Crime|Horror|Thriller"
## [78] "Action|Adventure|Crime|IMAX"
## [79] "Action|Adventure|Crime|Sci-Fi|Thriller"
## [80] "Action|Adventure|Crime|Thriller"
## [81] "Action|Adventure|Drama"
## [82] "Action|Adventure|Drama|Fantasy"
## [83] "Action|Adventure|Drama|Fantasy|IMAX"
## [84] "Action|Adventure|Drama|Fantasy|Mystery|IMAX"
## [85] "Action|Adventure|Drama|Fantasy|Thriller"
## [86] "Action|Adventure|Drama|IMAX"
## [87] "Action|Adventure|Drama|Mystery|Thriller"
## [88] "Action|Adventure|Drama|Romance"
## [89] "Action|Adventure|Drama|Romance|Thriller"
## [90] "Action|Adventure|Drama|Romance|War"
## [91] "Action|Adventure|Drama|Sci-Fi"
## [92] "Action|Adventure|Drama|Sci-Fi|Thriller"
## [93] "Action|Adventure|Drama|Thriller"
## [94] "Action|Adventure|Drama|Thriller|IMAX"
## [95] "Action|Adventure|Drama|Thriller|War"
## [96] "Action|Adventure|Drama|Thriller|Western"
## [97] "Action|Adventure|Drama|War"
## [98] "Action|Adventure|Drama|Western"
## [99] "Action|Adventure|Fantasy"
## [100] "Action|Adventure|Fantasy|Horror"
## [101] "Action|Adventure|Fantasy|Horror|Romance"
## [102] "Action|Adventure|Fantasy|IMAX"
## [103] "Action|Adventure|Fantasy|Mystery"
## [104] "Action|Adventure|Fantasy|Romance"
## [105] "Action|Adventure|Fantasy|Romance|IMAX"
## [106] "Action|Adventure|Fantasy|Sci-Fi"
## [107] "Action|Adventure|Fantasy|Sci-Fi|IMAX"
## [108] "Action|Adventure|Fantasy|Thriller"
## [109] "Action|Adventure|Horror"
## [110] "Action|Adventure|Horror|Mystery|Sci-Fi|Thriller"
## [111] "Action|Adventure|Horror|Sci-Fi"
## [112] "Action|Adventure|Horror|Sci-Fi|Thriller"
## [113] "Action|Adventure|Mystery|Romance|Thriller"
## [114] "Action|Adventure|Mystery|Sci-Fi"
## [115] "Action|Adventure|Mystery|Thriller"
## [116] "Action|Adventure|Romance"
## [117] "Action|Adventure|Romance|Thriller"
## [118] "Action|Adventure|Sci-Fi"
## [119] "Action|Adventure|Sci-Fi|IMAX"
## [120] "Action|Adventure|Sci-Fi|Thriller"
## [121] "Action|Adventure|Sci-Fi|Thriller|IMAX"
## [122] "Action|Adventure|Sci-Fi|Thriller|War"
## [123] "Action|Adventure|Sci-Fi|War|IMAX"
## [124] "Action|Adventure|Thriller"
## [125] "Action|Adventure|Thriller|IMAX"
## [126] "Action|Adventure|Thriller|War"
## [127] "Action|Adventure|War"
## [128] "Action|Adventure|Western"
## [129] "Action|Adventure|Western|IMAX"
## [130] "Action|Animation"
## [131] "Action|Animation|Children"
## [132] "Action|Animation|Children|Comedy"
## [133] "Action|Animation|Children|Comedy|IMAX"
## [134] "Action|Animation|Children|Comedy|Musical"
## [135] "Action|Animation|Children|Comedy|Sci-Fi|IMAX"
## [136] "Action|Animation|Children|Crime"
## [137] "Action|Animation|Children|Fantasy|Sci-Fi"
## [138] "Action|Animation|Children|Sci-Fi"
## [139] "Action|Animation|Comedy"
## [140] "Action|Animation|Comedy|Crime|Drama|Romance|Thriller"
## [141] "Action|Animation|Comedy|Horror|Thriller"
## [142] "Action|Animation|Comedy|Romance|Sci-Fi"
## [143] "Action|Animation|Comedy|Sci-Fi"
## [144] "Action|Animation|Crime"
## [145] "Action|Animation|Crime|Drama|Film-Noir|Mystery|Sci-Fi|Thriller"
## [146] "Action|Animation|Drama"
## [147] "Action|Animation|Drama|Fantasy|Sci-Fi"
## [148] "Action|Animation|Drama|Sci-Fi"
## [149] "Action|Animation|Drama|Sci-Fi|Thriller"
## [150] "Action|Animation|Fantasy"
## [151] "Action|Animation|Fantasy|IMAX"
## [152] "Action|Animation|Fantasy|Sci-Fi"
## [153] "Action|Animation|Film-Noir|Sci-Fi|Thriller"
## [154] "Action|Animation|Horror"
## [155] "Action|Animation|Mystery|IMAX"
## [156] "Action|Animation|Mystery|Sci-Fi"
## [157] "Action|Animation|Sci-Fi"
## [158] "Action|Animation|Sci-Fi|Thriller"
## [159] "Action|Animation|Sci-Fi|Western"
## [160] "Action|Children"
## [161] "Action|Children|Comedy"
## [162] "Action|Children|Comedy|Fantasy|Sci-Fi"
## [163] "Action|Children|Drama"
## [164] "Action|Children|Fantasy"
## [165] "Action|Children|Romance"
## [166] "Action|Children|Sci-Fi|IMAX"
## [167] "Action|Comedy"
## [168] "Action|Comedy|Crime"
## [169] "Action|Comedy|Crime|Drama"
## [170] "Action|Comedy|Crime|Drama|Horror|Thriller"
## [171] "Action|Comedy|Crime|Drama|Sci-Fi"
## [172] "Action|Comedy|Crime|Drama|Thriller"
## [173] "Action|Comedy|Crime|Fantasy"
## [174] "Action|Comedy|Crime|Fantasy|Thriller|IMAX"
## [175] "Action|Comedy|Crime|Mystery"
## [176] "Action|Comedy|Crime|Romance"
## [177] "Action|Comedy|Crime|Thriller"
## [178] "Action|Comedy|Crime|Western"
## [179] "Action|Comedy|Documentary"
## [180] "Action|Comedy|Drama"
## [181] "Action|Comedy|Drama|Horror"
## [182] "Action|Comedy|Drama|Romance"
## [183] "Action|Comedy|Drama|Thriller"
## [184] "Action|Comedy|Fantasy"
## [185] "Action|Comedy|Fantasy|Horror"
## [186] "Action|Comedy|Fantasy|IMAX"
## [187] "Action|Comedy|Fantasy|Musical|Romance"
## [188] "Action|Comedy|Fantasy|Sci-Fi"
## [189] "Action|Comedy|Fantasy|Thriller"
## [190] "Action|Comedy|Horror"
## [191] "Action|Comedy|Horror|Romance"
## [192] "Action|Comedy|Horror|Romance|Sci-Fi"
## [193] "Action|Comedy|Horror|Sci-Fi"
## [194] "Action|Comedy|Horror|Thriller"
## [195] "Action|Comedy|IMAX"
## [196] "Action|Comedy|Musical"
## [197] "Action|Comedy|Romance"
## [198] "Action|Comedy|Romance|Thriller"
## [199] "Action|Comedy|Romance|War"
## [200] "Action|Comedy|Sci-Fi"
## [201] "Action|Comedy|Sci-Fi|IMAX"
## [202] "Action|Comedy|Sci-Fi|Thriller"
## [203] "Action|Comedy|Sci-Fi|Western"
## [204] "Action|Comedy|Thriller"
## [205] "Action|Comedy|War"
## [206] "Action|Comedy|Western"
## [207] "Action|Crime"
## [208] "Action|Crime|Drama"
## [209] "Action|Crime|Drama|Film-Noir|Thriller"
## [210] "Action|Crime|Drama|Horror|Thriller"
## [211] "Action|Crime|Drama|IMAX"
## [212] "Action|Crime|Drama|Mystery|Sci-Fi|Thriller"
## [213] "Action|Crime|Drama|Mystery|Sci-Fi|Thriller|IMAX"
## [214] "Action|Crime|Drama|Mystery|Thriller"
## [215] "Action|Crime|Drama|Romance"
## [216] "Action|Crime|Drama|Sci-Fi|Thriller"
## [217] "Action|Crime|Drama|Thriller"
## [218] "Action|Crime|Drama|Thriller|IMAX"
## [219] "Action|Crime|Drama|Thriller|War"
## [220] "Action|Crime|Drama|Thriller|Western"
## [221] "Action|Crime|Drama|War"
## [222] "Action|Crime|Drama|Western"
## [223] "Action|Crime|Fantasy"
## [224] "Action|Crime|Fantasy|Sci-Fi|Thriller"
## [225] "Action|Crime|Fantasy|Thriller"
## [226] "Action|Crime|Film-Noir"
## [227] "Action|Crime|Film-Noir|Mystery|Thriller"
## [228] "Action|Crime|Horror"
## [229] "Action|Crime|Horror|Mystery|Thriller"
## [230] "Action|Crime|Horror|Sci-Fi|Thriller"
## [231] "Action|Crime|Horror|Thriller"
## [232] "Action|Crime|IMAX"
## [233] "Action|Crime|Mystery"
## [234] "Action|Crime|Mystery|Romance|Thriller"
## [235] "Action|Crime|Mystery|Sci-Fi|Thriller"
## [236] "Action|Crime|Mystery|Thriller"
## [237] "Action|Crime|Romance"
## [238] "Action|Crime|Romance|Thriller"
## [239] "Action|Crime|Sci-Fi"
## [240] "Action|Crime|Sci-Fi|IMAX"
## [241] "Action|Crime|Sci-Fi|Thriller"
## [242] "Action|Crime|Thriller"
## [243] "Action|Crime|Thriller|IMAX"
## [244] "Action|Crime|Thriller|Western"
## [245] "Action|Documentary|Drama|Thriller"
## [246] "Action|Drama"
## [247] "Action|Drama|Fantasy"
## [248] "Action|Drama|Fantasy|Horror|Mystery|Sci-Fi|Thriller"
## [249] "Action|Drama|Horror"
## [250] "Action|Drama|Horror|IMAX"
## [251] "Action|Drama|Horror|Sci-Fi|Thriller"
## [252] "Action|Drama|Horror|Thriller"
## [253] "Action|Drama|Musical|War"
## [254] "Action|Drama|Mystery"
## [255] "Action|Drama|Mystery|Romance|Thriller"
## [256] "Action|Drama|Mystery|Sci-Fi|Thriller"
## [257] "Action|Drama|Mystery|Sci-Fi|Thriller|IMAX"
## [258] "Action|Drama|Mystery|Thriller"
## [259] "Action|Drama|Romance"
## [260] "Action|Drama|Romance|Sci-Fi"
## [261] "Action|Drama|Romance|Thriller"
## [262] "Action|Drama|Romance|War"
## [263] "Action|Drama|Romance|Western"
## [264] "Action|Drama|Sci-Fi"
## [265] "Action|Drama|Sci-Fi|IMAX"
## [266] "Action|Drama|Sci-Fi|Thriller"
## [267] "Action|Drama|Thriller"
## [268] "Action|Drama|Thriller|IMAX"
## [269] "Action|Drama|Thriller|War"
## [270] "Action|Drama|Thriller|Western"
## [271] "Action|Drama|War"
## [272] "Action|Drama|War|IMAX"
## [273] "Action|Drama|War|Western"
## [274] "Action|Drama|Western"
## [275] "Action|Fantasy"
## [276] "Action|Fantasy|Horror"
## [277] "Action|Fantasy|Horror|IMAX"
## [278] "Action|Fantasy|Horror|Mystery|Sci-Fi|Thriller"
## [279] "Action|Fantasy|Horror|Mystery|Thriller"
## [280] "Action|Fantasy|Horror|Romance"
## [281] "Action|Fantasy|Horror|Sci-Fi|Thriller"
## [282] "Action|Fantasy|Horror|Thriller"
## [283] "Action|Fantasy|Sci-Fi"
## [284] "Action|Fantasy|Sci-Fi|IMAX"
## [285] "Action|Fantasy|Sci-Fi|Thriller"
## [286] "Action|Fantasy|Thriller"
## [287] "Action|Fantasy|Thriller|IMAX"
## [288] "Action|Fantasy|War|IMAX"
## [289] "Action|Fantasy|Western"
## [290] "Action|Horror"
## [291] "Action|Horror|Mystery|Sci-Fi"
## [292] "Action|Horror|Sci-Fi"
## [293] "Action|Horror|Sci-Fi|IMAX"
## [294] "Action|Horror|Sci-Fi|Thriller"
## [295] "Action|Horror|Sci-Fi|Thriller|IMAX"
## [296] "Action|Horror|Sci-Fi|War"
## [297] "Action|Horror|Thriller"
## [298] "Action|IMAX"
## [299] "Action|Mystery"
## [300] "Action|Mystery|Sci-Fi"
## [301] "Action|Mystery|Sci-Fi|Thriller"
## [302] "Action|Mystery|Thriller"
## [303] "Action|Romance"
## [304] "Action|Romance|Sci-Fi|Thriller"
## [305] "Action|Romance|Thriller"
## [306] "Action|Romance|War|Western"
## [307] "Action|Romance|Western"
## [308] "Action|Sci-Fi"
## [309] "Action|Sci-Fi|IMAX"
## [310] "Action|Sci-Fi|Thriller"
## [311] "Action|Sci-Fi|Thriller|IMAX"
## [312] "Action|Sci-Fi|Thriller|Western"
## [313] "Action|Sci-Fi|Thriller|Western|IMAX"
## [314] "Action|Sci-Fi|War"
## [315] "Action|Thriller"
## [316] "Action|Thriller|War"
## [317] "Action|Thriller|Western"
## [318] "Action|War"
## [319] "Action|Western"
## [320] "Adventure"
## [321] "Adventure|Animation"
## [322] "Adventure|Animation|Children"
## [323] "Adventure|Animation|Children|Comedy"
## [324] "Adventure|Animation|Children|Comedy|Crime"
## [325] "Adventure|Animation|Children|Comedy|Crime|Fantasy|Mystery"
## [326] "Adventure|Animation|Children|Comedy|Drama|Fantasy"
## [327] "Adventure|Animation|Children|Comedy|Drama|Fantasy|Musical|Romance"
## [328] "Adventure|Animation|Children|Comedy|Drama|Musical|Romance"
## [329] "Adventure|Animation|Children|Comedy|Fantasy"
## [330] "Adventure|Animation|Children|Comedy|Fantasy|IMAX"
## [331] "Adventure|Animation|Children|Comedy|Fantasy|Musical|Romance"
## [332] "Adventure|Animation|Children|Comedy|Fantasy|Romance"
## [333] "Adventure|Animation|Children|Comedy|Fantasy|Sci-Fi"
## [334] "Adventure|Animation|Children|Comedy|Fantasy|Sci-Fi|IMAX"
## [335] "Adventure|Animation|Children|Comedy|Fantasy|War"
## [336] "Adventure|Animation|Children|Comedy|IMAX"
## [337] "Adventure|Animation|Children|Comedy|Musical"
## [338] "Adventure|Animation|Children|Comedy|Musical|Romance"
## [339] "Adventure|Animation|Children|Comedy|Sci-Fi"
## [340] "Adventure|Animation|Children|Crime|Drama"
## [341] "Adventure|Animation|Children|Drama"
## [342] "Adventure|Animation|Children|Drama|Fantasy"
## [343] "Adventure|Animation|Children|Drama|Musical"
## [344] "Adventure|Animation|Children|Drama|Musical|IMAX"
## [345] "Adventure|Animation|Children|Drama|Sci-Fi"
## [346] "Adventure|Animation|Children|Fantasy"
## [347] "Adventure|Animation|Children|Fantasy|IMAX"
## [348] "Adventure|Animation|Children|Fantasy|Musical"
## [349] "Adventure|Animation|Children|Fantasy|Musical|Romance"
## [350] "Adventure|Animation|Children|Fantasy|Sci-Fi"
## [351] "Adventure|Animation|Children|Musical"
## [352] "Adventure|Animation|Children|Musical|Romance"
## [353] "Adventure|Animation|Children|Musical|Western"
## [354] "Adventure|Animation|Children|Romance|Sci-Fi"
## [355] "Adventure|Animation|Children|Sci-Fi"
## [356] "Adventure|Animation|Children|Sci-Fi|IMAX"
## [357] "Adventure|Animation|Children|Western"
## [358] "Adventure|Animation|Comedy"
## [359] "Adventure|Animation|Comedy|Crime"
## [360] "Adventure|Animation|Comedy|Fantasy"
## [361] "Adventure|Animation|Comedy|Fantasy|IMAX"
## [362] "Adventure|Animation|Comedy|Fantasy|Musical"
## [363] "Adventure|Animation|Comedy|Fantasy|Musical|Romance"
## [364] "Adventure|Animation|Comedy|Fantasy|Romance"
## [365] "Adventure|Animation|Comedy|Fantasy|Romance|Sci-Fi"
## [366] "Adventure|Animation|Comedy|Sci-Fi"
## [367] "Adventure|Animation|Drama"
## [368] "Adventure|Animation|Drama|Fantasy|Sci-Fi"
## [369] "Adventure|Animation|Drama|Mystery|Sci-Fi"
## [370] "Adventure|Animation|Fantasy"
## [371] "Adventure|Animation|Fantasy|IMAX"
## [372] "Adventure|Animation|Fantasy|Musical|Sci-Fi"
## [373] "Adventure|Animation|Fantasy|Romance"
## [374] "Adventure|Animation|Fantasy|Sci-Fi"
## [375] "Adventure|Animation|Romance"
## [376] "Adventure|Animation|Sci-Fi"
## [377] "Adventure|Children"
## [378] "Adventure|Children|Comedy"
## [379] "Adventure|Children|Comedy|Drama"
## [380] "Adventure|Children|Comedy|Fantasy"
## [381] "Adventure|Children|Comedy|Fantasy|IMAX"
## [382] "Adventure|Children|Comedy|Fantasy|Musical"
## [383] "Adventure|Children|Comedy|Fantasy|Mystery"
## [384] "Adventure|Children|Comedy|Fantasy|Romance"
## [385] "Adventure|Children|Comedy|Fantasy|Sci-Fi"
## [386] "Adventure|Children|Comedy|Musical"
## [387] "Adventure|Children|Comedy|Mystery"
## [388] "Adventure|Children|Comedy|Romance|Sci-Fi"
## [389] "Adventure|Children|Comedy|Sci-Fi"
## [390] "Adventure|Children|Drama"
## [391] "Adventure|Children|Drama|Fantasy"
## [392] "Adventure|Children|Drama|Fantasy|IMAX"
## [393] "Adventure|Children|Drama|Romance"
## [394] "Adventure|Children|Fantasy"
## [395] "Adventure|Children|Fantasy|Musical"
## [396] "Adventure|Children|Fantasy|Musical|Romance"
## [397] "Adventure|Children|Fantasy|Sci-Fi"
## [398] "Adventure|Children|Fantasy|Sci-Fi|Thriller"
## [399] "Adventure|Children|Fantasy|Western"
## [400] "Adventure|Children|Musical"
## [401] "Adventure|Children|Romance"
## [402] "Adventure|Children|Sci-Fi"
## [403] "Adventure|Comedy"
## [404] "Adventure|Comedy|Crime"
## [405] "Adventure|Comedy|Crime|Drama|Fantasy|Mystery|Sci-Fi|Thriller"
## [406] "Adventure|Comedy|Crime|Drama|Mystery|Thriller"
## [407] "Adventure|Comedy|Crime|Drama|Romance"
## [408] "Adventure|Comedy|Crime|Romance"
## [409] "Adventure|Comedy|Crime|Thriller"
## [410] "Adventure|Comedy|Drama"
## [411] "Adventure|Comedy|Drama|Fantasy"
## [412] "Adventure|Comedy|Drama|Fantasy|Mystery|Sci-Fi|Thriller"
## [413] "Adventure|Comedy|Drama|Fantasy|Romance"
## [414] "Adventure|Comedy|Drama|Romance"
## [415] "Adventure|Comedy|Fantasy"
## [416] "Adventure|Comedy|Fantasy|Musical"
## [417] "Adventure|Comedy|Fantasy|Musical|Romance"
## [418] "Adventure|Comedy|Fantasy|Romance"
## [419] "Adventure|Comedy|Fantasy|Sci-Fi"
## [420] "Adventure|Comedy|Horror"
## [421] "Adventure|Comedy|Horror|Romance"
## [422] "Adventure|Comedy|Musical"
## [423] "Adventure|Comedy|Mystery"
## [424] "Adventure|Comedy|Mystery|Romance"
## [425] "Adventure|Comedy|Romance"
## [426] "Adventure|Comedy|Romance|War"
## [427] "Adventure|Comedy|Sci-Fi"
## [428] "Adventure|Comedy|Sci-Fi|Thriller"
## [429] "Adventure|Comedy|Sci-Fi|Western"
## [430] "Adventure|Comedy|Thriller"
## [431] "Adventure|Comedy|War"
## [432] "Adventure|Comedy|Western"
## [433] "Adventure|Crime|Drama"
## [434] "Adventure|Crime|Drama|Horror|Mystery"
## [435] "Adventure|Crime|Drama|Romance"
## [436] "Adventure|Crime|Drama|Thriller"
## [437] "Adventure|Crime|Drama|Western"
## [438] "Adventure|Crime|Horror|Thriller"
## [439] "Adventure|Crime|Thriller"
## [440] "Adventure|Documentary"
## [441] "Adventure|Documentary|Drama"
## [442] "Adventure|Documentary|IMAX"
## [443] "Adventure|Drama"
## [444] "Adventure|Drama|Fantasy"
## [445] "Adventure|Drama|Fantasy|IMAX"
## [446] "Adventure|Drama|Fantasy|Mystery|Sci-Fi"
## [447] "Adventure|Drama|Fantasy|Romance"
## [448] "Adventure|Drama|Horror"
## [449] "Adventure|Drama|Horror|Mystery"
## [450] "Adventure|Drama|Horror|Mystery|Thriller"
## [451] "Adventure|Drama|Horror|Sci-Fi|Thriller"
## [452] "Adventure|Drama|Horror|Thriller"
## [453] "Adventure|Drama|IMAX"
## [454] "Adventure|Drama|Mystery|Thriller"
## [455] "Adventure|Drama|Romance"
## [456] "Adventure|Drama|Romance|Sci-Fi"
## [457] "Adventure|Drama|Romance|Thriller|War"
## [458] "Adventure|Drama|Romance|War"
## [459] "Adventure|Drama|Sci-Fi"
## [460] "Adventure|Drama|Sci-Fi|Thriller"
## [461] "Adventure|Drama|Thriller"
## [462] "Adventure|Drama|Thriller|IMAX"
## [463] "Adventure|Drama|Thriller|War"
## [464] "Adventure|Drama|War"
## [465] "Adventure|Drama|War|Western"
## [466] "Adventure|Drama|Western"
## [467] "Adventure|Fantasy"
## [468] "Adventure|Fantasy|Horror|Romance|Sci-Fi|Thriller"
## [469] "Adventure|Fantasy|IMAX"
## [470] "Adventure|Fantasy|Musical"
## [471] "Adventure|Fantasy|Musical|Romance"
## [472] "Adventure|Fantasy|Mystery|Romance|IMAX"
## [473] "Adventure|Fantasy|Romance"
## [474] "Adventure|Fantasy|Romance|Sci-Fi|Thriller"
## [475] "Adventure|Fantasy|Sci-Fi"
## [476] "Adventure|Fantasy|Thriller|IMAX"
## [477] "Adventure|Film-Noir|Sci-Fi|Thriller"
## [478] "Adventure|Horror|Sci-Fi"
## [479] "Adventure|Musical"
## [480] "Adventure|Musical|Romance"
## [481] "Adventure|Romance"
## [482] "Adventure|Romance|Sci-Fi|IMAX"
## [483] "Adventure|Romance|Thriller"
## [484] "Adventure|Romance|Western"
## [485] "Adventure|Sci-Fi"
## [486] "Adventure|Sci-Fi|Thriller"
## [487] "Adventure|Thriller"
## [488] "Adventure|Thriller|Western"
## [489] "Adventure|War"
## [490] "Adventure|War|Western"
## [491] "Adventure|Western"
## [492] "Animation"
## [493] "Animation|Children"
## [494] "Animation|Children|Comedy"
## [495] "Animation|Children|Comedy|Crime"
## [496] "Animation|Children|Comedy|Drama"
## [497] "Animation|Children|Comedy|Drama|Fantasy"
## [498] "Animation|Children|Comedy|Fantasy"
## [499] "Animation|Children|Comedy|Fantasy|Musical|Romance"
## [500] "Animation|Children|Comedy|Fantasy|Musical|Romance|IMAX"
## [501] "Animation|Children|Comedy|IMAX"
## [502] "Animation|Children|Comedy|Musical"
## [503] "Animation|Children|Comedy|Musical|Romance"
## [504] "Animation|Children|Comedy|Musical|Western"
## [505] "Animation|Children|Comedy|Romance"
## [506] "Animation|Children|Drama"
## [507] "Animation|Children|Drama|Fantasy"
## [508] "Animation|Children|Drama|Fantasy|IMAX"
## [509] "Animation|Children|Drama|Fantasy|Musical"
## [510] "Animation|Children|Drama|Musical"
## [511] "Animation|Children|Drama|Musical|Romance"
## [512] "Animation|Children|Fantasy"
## [513] "Animation|Children|Fantasy|IMAX"
## [514] "Animation|Children|Fantasy|Musical"
## [515] "Animation|Children|Fantasy|Musical|Romance"
## [516] "Animation|Children|Fantasy|Musical|Romance|IMAX"
## [517] "Animation|Children|Fantasy|Mystery"
## [518] "Animation|Children|Fantasy|War"
## [519] "Animation|Children|Musical"
## [520] "Animation|Children|Musical|IMAX"
## [521] "Animation|Comedy"
## [522] "Animation|Comedy|Drama"
## [523] "Animation|Comedy|Drama|Fantasy"
## [524] "Animation|Comedy|Drama|Fantasy|Sci-Fi"
## [525] "Animation|Comedy|Drama|Romance|Sci-Fi"
## [526] "Animation|Comedy|Fantasy"
## [527] "Animation|Comedy|Fantasy|Musical"
## [528] "Animation|Comedy|Fantasy|Musical|Romance"
## [529] "Animation|Comedy|Fantasy|Sci-Fi"
## [530] "Animation|Comedy|Musical"
## [531] "Animation|Comedy|Romance"
## [532] "Animation|Comedy|Sci-Fi"
## [533] "Animation|Comedy|War"
## [534] "Animation|Documentary"
## [535] "Animation|Documentary|Drama|War"
## [536] "Animation|Drama"
## [537] "Animation|Drama|Fantasy"
## [538] "Animation|Drama|Mystery|Sci-Fi|Thriller"
## [539] "Animation|Drama|Romance"
## [540] "Animation|Drama|Sci-Fi|IMAX"
## [541] "Animation|Drama|War"
## [542] "Animation|Fantasy"
## [543] "Animation|Fantasy|Horror|Sci-Fi"
## [544] "Animation|Fantasy|Musical|IMAX"
## [545] "Animation|Fantasy|Mystery"
## [546] "Animation|Fantasy|Sci-Fi|Thriller"
## [547] "Animation|Fantasy|Sci-Fi|War"
## [548] "Animation|Fantasy|Thriller"
## [549] "Animation|Horror"
## [550] "Animation|Horror|Mystery|Thriller"
## [551] "Animation|Musical"
## [552] "Animation|Mystery|Sci-Fi"
## [553] "Animation|Sci-Fi"
## [554] "Animation|Sci-Fi|IMAX"
## [555] "Children"
## [556] "Children|Comedy"
## [557] "Children|Comedy|Crime"
## [558] "Children|Comedy|Crime|Drama"
## [559] "Children|Comedy|Crime|Drama|Fantasy"
## [560] "Children|Comedy|Crime|Musical"
## [561] "Children|Comedy|Drama"
## [562] "Children|Comedy|Drama|Fantasy"
## [563] "Children|Comedy|Drama|Musical"
## [564] "Children|Comedy|Drama|Musical|Romance"
## [565] "Children|Comedy|Fantasy"
## [566] "Children|Comedy|Fantasy|Horror"
## [567] "Children|Comedy|Fantasy|Musical"
## [568] "Children|Comedy|Fantasy|Romance"
## [569] "Children|Comedy|Fantasy|Sci-Fi"
## [570] "Children|Comedy|Musical"
## [571] "Children|Comedy|Musical|Romance"
## [572] "Children|Comedy|Mystery"
## [573] "Children|Comedy|Romance"
## [574] "Children|Comedy|Romance|Sci-Fi"
## [575] "Children|Comedy|Sci-Fi"
## [576] "Children|Comedy|Western"
## [577] "Children|Crime|Documentary"
## [578] "Children|Documentary"
## [579] "Children|Drama"
## [580] "Children|Drama|Fantasy"
## [581] "Children|Drama|Fantasy|Mystery"
## [582] "Children|Drama|Fantasy|Mystery|Thriller"
## [583] "Children|Drama|Fantasy|Romance"
## [584] "Children|Drama|Mystery"
## [585] "Children|Drama|Romance"
## [586] "Children|Drama|Sci-Fi"
## [587] "Children|Drama|War"
## [588] "Children|Fantasy"
## [589] "Children|Fantasy|Musical"
## [590] "Children|Fantasy|Musical|Romance"
## [591] "Children|Musical"
## [592] "Children|Musical|Mystery"
## [593] "Children|Musical|Romance"
## [594] "Children|Mystery|Sci-Fi"
## [595] "Children|Sci-Fi"
## [596] "Comedy"
## [597] "Comedy|Crime"
## [598] "Comedy|Crime|Drama"
## [599] "Comedy|Crime|Drama|Film-Noir|Musical"
## [600] "Comedy|Crime|Drama|Horror"
## [601] "Comedy|Crime|Drama|Horror|Mystery"
## [602] "Comedy|Crime|Drama|Musical"
## [603] "Comedy|Crime|Drama|Musical|Mystery|Romance"
## [604] "Comedy|Crime|Drama|Mystery"
## [605] "Comedy|Crime|Drama|Mystery|Romance"
## [606] "Comedy|Crime|Drama|Mystery|Thriller"
## [607] "Comedy|Crime|Drama|Romance"
## [608] "Comedy|Crime|Drama|Romance|Thriller"
## [609] "Comedy|Crime|Drama|Thriller"
## [610] "Comedy|Crime|Horror"
## [611] "Comedy|Crime|Musical"
## [612] "Comedy|Crime|Musical|Mystery"
## [613] "Comedy|Crime|Mystery"
## [614] "Comedy|Crime|Mystery|Romance"
## [615] "Comedy|Crime|Mystery|Romance|Thriller"
## [616] "Comedy|Crime|Mystery|Thriller"
## [617] "Comedy|Crime|Romance"
## [618] "Comedy|Crime|Romance|Thriller"
## [619] "Comedy|Crime|Thriller"
## [620] "Comedy|Crime|Western"
## [621] "Comedy|Documentary"
## [622] "Comedy|Documentary|Drama"
## [623] "Comedy|Documentary|Musical"
## [624] "Comedy|Drama"
## [625] "Comedy|Drama|Fantasy"
## [626] "Comedy|Drama|Fantasy|Musical"
## [627] "Comedy|Drama|Fantasy|Musical|Romance"
## [628] "Comedy|Drama|Fantasy|Mystery"
## [629] "Comedy|Drama|Fantasy|Romance"
## [630] "Comedy|Drama|Fantasy|Romance|Thriller"
## [631] "Comedy|Drama|Fantasy|Sci-Fi"
## [632] "Comedy|Drama|Film-Noir"
## [633] "Comedy|Drama|Horror"
## [634] "Comedy|Drama|Horror|Sci-Fi|Thriller"
## [635] "Comedy|Drama|Horror|Thriller"
## [636] "Comedy|Drama|Musical"
## [637] "Comedy|Drama|Musical|IMAX"
## [638] "Comedy|Drama|Musical|Mystery"
## [639] "Comedy|Drama|Musical|Romance"
## [640] "Comedy|Drama|Musical|Romance|War"
## [641] "Comedy|Drama|Musical|Sci-Fi"
## [642] "Comedy|Drama|Mystery"
## [643] "Comedy|Drama|Mystery|Romance"
## [644] "Comedy|Drama|Mystery|Sci-Fi|Thriller"
## [645] "Comedy|Drama|Mystery|Thriller"
## [646] "Comedy|Drama|Romance"
## [647] "Comedy|Drama|Romance|Sci-Fi"
## [648] "Comedy|Drama|Romance|Thriller"
## [649] "Comedy|Drama|Romance|War"
## [650] "Comedy|Drama|Romance|Western"
## [651] "Comedy|Drama|Sci-Fi"
## [652] "Comedy|Drama|Sci-Fi|Thriller"
## [653] "Comedy|Drama|Sci-Fi|War"
## [654] "Comedy|Drama|Thriller"
## [655] "Comedy|Drama|War"
## [656] "Comedy|Fantasy"
## [657] "Comedy|Fantasy|Horror"
## [658] "Comedy|Fantasy|Horror|Musical|Thriller"
## [659] "Comedy|Fantasy|Horror|Thriller"
## [660] "Comedy|Fantasy|Musical"
## [661] "Comedy|Fantasy|Musical|Romance"
## [662] "Comedy|Fantasy|Mystery"
## [663] "Comedy|Fantasy|Romance"
## [664] "Comedy|Fantasy|Romance|Sci-Fi"
## [665] "Comedy|Fantasy|Sci-Fi"
## [666] "Comedy|Fantasy|Thriller"
## [667] "Comedy|Film-Noir|Thriller"
## [668] "Comedy|Horror"
## [669] "Comedy|Horror|IMAX"
## [670] "Comedy|Horror|Musical"
## [671] "Comedy|Horror|Musical|Sci-Fi"
## [672] "Comedy|Horror|Mystery|Thriller"
## [673] "Comedy|Horror|Romance"
## [674] "Comedy|Horror|Romance|Thriller"
## [675] "Comedy|Horror|Sci-Fi"
## [676] "Comedy|Horror|Sci-Fi|Thriller"
## [677] "Comedy|Horror|Thriller"
## [678] "Comedy|Musical"
## [679] "Comedy|Musical|Romance"
## [680] "Comedy|Musical|Romance|Western"
## [681] "Comedy|Musical|Sci-Fi"
## [682] "Comedy|Musical|War"
## [683] "Comedy|Musical|Western"
## [684] "Comedy|Mystery"
## [685] "Comedy|Mystery|Romance"
## [686] "Comedy|Mystery|Thriller"
## [687] "Comedy|Romance"
## [688] "Comedy|Romance|Sci-Fi"
## [689] "Comedy|Romance|Thriller"
## [690] "Comedy|Romance|Thriller|Western"
## [691] "Comedy|Sci-Fi"
## [692] "Comedy|Thriller"
## [693] "Comedy|War"
## [694] "Comedy|War|Western"
## [695] "Comedy|Western"
## [696] "Crime"
## [697] "Crime|Documentary"
## [698] "Crime|Documentary|Drama"
## [699] "Crime|Documentary|War"
## [700] "Crime|Drama"
## [701] "Crime|Drama|Fantasy|Film-Noir|Mystery|Romance"
## [702] "Crime|Drama|Fantasy|Horror|Thriller"
## [703] "Crime|Drama|Fantasy|Mystery|Thriller"
## [704] "Crime|Drama|Fantasy|Thriller"
## [705] "Crime|Drama|Film-Noir"
## [706] "Crime|Drama|Film-Noir|Mystery"
## [707] "Crime|Drama|Film-Noir|Mystery|Thriller"
## [708] "Crime|Drama|Film-Noir|Romance"
## [709] "Crime|Drama|Film-Noir|Romance|Thriller"
## [710] "Crime|Drama|Film-Noir|Thriller"
## [711] "Crime|Drama|Horror"
## [712] "Crime|Drama|Horror|Mystery|Thriller"
## [713] "Crime|Drama|Horror|Thriller"
## [714] "Crime|Drama|Musical"
## [715] "Crime|Drama|Musical|Thriller"
## [716] "Crime|Drama|Mystery"
## [717] "Crime|Drama|Mystery|Romance|Thriller"
## [718] "Crime|Drama|Mystery|Thriller"
## [719] "Crime|Drama|Mystery|Thriller|War"
## [720] "Crime|Drama|Romance"
## [721] "Crime|Drama|Romance|Thriller"
## [722] "Crime|Drama|Romance|War"
## [723] "Crime|Drama|Sci-Fi|Thriller"
## [724] "Crime|Drama|Thriller"
## [725] "Crime|Drama|Thriller|War"
## [726] "Crime|Drama|War"
## [727] "Crime|Drama|Western"
## [728] "Crime|Fantasy|Horror"
## [729] "Crime|Film-Noir"
## [730] "Crime|Film-Noir|Mystery"
## [731] "Crime|Film-Noir|Mystery|Thriller"
## [732] "Crime|Film-Noir|Romance"
## [733] "Crime|Film-Noir|Thriller"
## [734] "Crime|Horror"
## [735] "Crime|Horror|Mystery"
## [736] "Crime|Horror|Mystery|Romance|Thriller"
## [737] "Crime|Horror|Mystery|Thriller"
## [738] "Crime|Horror|Sci-Fi"
## [739] "Crime|Horror|Thriller"
## [740] "Crime|Musical"
## [741] "Crime|Mystery"
## [742] "Crime|Mystery|Romance|Thriller"
## [743] "Crime|Mystery|Thriller"
## [744] "Crime|Romance"
## [745] "Crime|Romance|Thriller"
## [746] "Crime|Sci-Fi|Thriller"
## [747] "Crime|Thriller"
## [748] "Crime|Thriller|War"
## [749] "Documentary"
## [750] "Documentary|Drama"
## [751] "Documentary|Drama|Musical"
## [752] "Documentary|Drama|Sci-Fi"
## [753] "Documentary|Drama|War"
## [754] "Documentary|Fantasy"
## [755] "Documentary|Horror"
## [756] "Documentary|IMAX"
## [757] "Documentary|Musical"
## [758] "Documentary|Musical|IMAX"
## [759] "Documentary|Mystery"
## [760] "Documentary|Sci-Fi"
## [761] "Documentary|War"
## [762] "Drama"
## [763] "Drama|Fantasy"
## [764] "Drama|Fantasy|Horror"
## [765] "Drama|Fantasy|Horror|Mystery"
## [766] "Drama|Fantasy|Horror|Mystery|Thriller"
## [767] "Drama|Fantasy|Horror|Romance"
## [768] "Drama|Fantasy|Horror|Romance|Thriller"
## [769] "Drama|Fantasy|Horror|Thriller"
## [770] "Drama|Fantasy|Horror|Thriller|War"
## [771] "Drama|Fantasy|Musical"
## [772] "Drama|Fantasy|Musical|Mystery|Sci-Fi"
## [773] "Drama|Fantasy|Musical|Romance"
## [774] "Drama|Fantasy|Mystery"
## [775] "Drama|Fantasy|Mystery|Romance"
## [776] "Drama|Fantasy|Mystery|Romance|Thriller"
## [777] "Drama|Fantasy|Mystery|Sci-Fi"
## [778] "Drama|Fantasy|Mystery|Thriller"
## [779] "Drama|Fantasy|Romance"
## [780] "Drama|Fantasy|Romance|Sci-Fi"
## [781] "Drama|Fantasy|Romance|Thriller"
## [782] "Drama|Fantasy|Sci-Fi"
## [783] "Drama|Fantasy|Sci-Fi|Thriller"
## [784] "Drama|Fantasy|Thriller"
## [785] "Drama|Fantasy|War"
## [786] "Drama|Film-Noir"
## [787] "Drama|Film-Noir|Horror|Mystery"
## [788] "Drama|Film-Noir|Mystery"
## [789] "Drama|Film-Noir|Mystery|Romance"
## [790] "Drama|Film-Noir|Mystery|Thriller"
## [791] "Drama|Film-Noir|Romance"
## [792] "Drama|Film-Noir|Thriller"
## [793] "Drama|Horror"
## [794] "Drama|Horror|Musical"
## [795] "Drama|Horror|Musical|Thriller"
## [796] "Drama|Horror|Mystery"
## [797] "Drama|Horror|Mystery|Romance|Thriller"
## [798] "Drama|Horror|Mystery|Sci-Fi|Thriller"
## [799] "Drama|Horror|Mystery|Thriller"
## [800] "Drama|Horror|Romance"
## [801] "Drama|Horror|Romance|Thriller"
## [802] "Drama|Horror|Sci-Fi"
## [803] "Drama|Horror|Sci-Fi|Thriller"
## [804] "Drama|Horror|Thriller"
## [805] "Drama|Horror|War"
## [806] "Drama|Musical"
## [807] "Drama|Musical|Mystery"
## [808] "Drama|Musical|Romance"
## [809] "Drama|Musical|Romance|IMAX"
## [810] "Drama|Mystery"
## [811] "Drama|Mystery|Romance"
## [812] "Drama|Mystery|Romance|Sci-Fi|Thriller"
## [813] "Drama|Mystery|Romance|Thriller"
## [814] "Drama|Mystery|Romance|War"
## [815] "Drama|Mystery|Sci-Fi"
## [816] "Drama|Mystery|Sci-Fi|Thriller"
## [817] "Drama|Mystery|Thriller"
## [818] "Drama|Mystery|War"
## [819] "Drama|Mystery|Western"
## [820] "Drama|Romance"
## [821] "Drama|Romance|Sci-Fi"
## [822] "Drama|Romance|Sci-Fi|Thriller"
## [823] "Drama|Romance|Thriller"
## [824] "Drama|Romance|Thriller|War"
## [825] "Drama|Romance|War"
## [826] "Drama|Romance|War|Western"
## [827] "Drama|Romance|Western"
## [828] "Drama|Sci-Fi"
## [829] "Drama|Sci-Fi|IMAX"
## [830] "Drama|Sci-Fi|Thriller"
## [831] "Drama|Sci-Fi|Thriller|IMAX"
## [832] "Drama|Sci-Fi|War"
## [833] "Drama|Thriller"
## [834] "Drama|Thriller|War"
## [835] "Drama|Thriller|Western"
## [836] "Drama|War"
## [837] "Drama|War|Western"
## [838] "Drama|Western"
## [839] "Fantasy"
## [840] "Fantasy|Horror"
## [841] "Fantasy|Horror|Mystery"
## [842] "Fantasy|Horror|Mystery|Romance"
## [843] "Fantasy|Horror|Mystery|Thriller"
## [844] "Fantasy|Horror|Romance|Thriller"
## [845] "Fantasy|Horror|Sci-Fi|Thriller"
## [846] "Fantasy|Horror|Thriller"
## [847] "Fantasy|Musical"
## [848] "Fantasy|Musical|Romance"
## [849] "Fantasy|Mystery|Sci-Fi|War"
## [850] "Fantasy|Mystery|Thriller"
## [851] "Fantasy|Romance|Thriller|IMAX"
## [852] "Fantasy|Sci-Fi"
## [853] "Fantasy|Western"
## [854] "Film-Noir"
## [855] "Film-Noir|Horror|Mystery|Thriller"
## [856] "Film-Noir|Mystery"
## [857] "Film-Noir|Mystery|Thriller"
## [858] "Film-Noir|Romance|Thriller"
## [859] "Film-Noir|Thriller"
## [860] "Horror"
## [861] "Horror|IMAX"
## [862] "Horror|Musical|Thriller"
## [863] "Horror|Mystery"
## [864] "Horror|Mystery|Romance"
## [865] "Horror|Mystery|Sci-Fi"
## [866] "Horror|Mystery|Sci-Fi|Thriller"
## [867] "Horror|Mystery|Thriller"
## [868] "Horror|Romance"
## [869] "Horror|Romance|Thriller"
## [870] "Horror|Sci-Fi"
## [871] "Horror|Sci-Fi|Thriller"
## [872] "Horror|Thriller"
## [873] "Horror|Thriller|IMAX"
## [874] "Horror|War"
## [875] "Horror|Western"
## [876] "Musical"
## [877] "Musical|Romance"
## [878] "Musical|Romance|War"
## [879] "Musical|Romance|Western"
## [880] "Musical|Sci-Fi"
## [881] "Musical|Western"
## [882] "Mystery"
## [883] "Mystery|Romance|Sci-Fi|Thriller"
## [884] "Mystery|Romance|Thriller"
## [885] "Mystery|Sci-Fi"
## [886] "Mystery|Sci-Fi|Thriller"
## [887] "Mystery|Sci-Fi|Thriller|IMAX"
## [888] "Mystery|Thriller"
## [889] "Romance"
## [890] "Romance|Sci-Fi"
## [891] "Romance|Sci-Fi|Thriller"
## [892] "Romance|Thriller"
## [893] "Romance|War"
## [894] "Romance|Western"
## [895] "Sci-Fi"
## [896] "Sci-Fi|IMAX"
## [897] "Sci-Fi|Thriller"
## [898] "Sci-Fi|Thriller|IMAX"
## [899] "Thriller"
## [900] "War"
## [901] "Western"# Utilice el operador $ para acceder a los datos del tamaño de la población y almacenarlos en el objeto pop. A continuación, utilice la función order() para redefinir pop de modo que esté ordenado. Por último, utilice el operador [ ] para informar del menor tamaño de población.
library(dslabs)
data("murders")
pop<-c(murders$population)
pop## [1] 4779736 710231 6392017 2915918 37253956 5029196 3574097 897934
## [9] 601723 19687653 9920000 1360301 1567582 12830632 6483802 3046355
## [17] 2853118 4339367 4533372 1328361 5773552 6547629 9883640 5303925
## [25] 2967297 5988927 989415 1826341 2700551 1316470 8791894 2059179
## [33] 19378102 9535483 672591 11536504 3751351 3831074 12702379 1052567
## [41] 4625364 814180 6346105 25145561 2763885 625741 8001024 6724540
## [49] 1852994 5686986 563626order(pop,decreasing=TRUE)# indice- de mayor a menor## [1] 5 44 10 33 14 39 36 11 23 34 31 47 48 22 15 3 43 26 21 50 24 6 1 41 19
## [26] 18 38 37 7 16 25 4 17 45 29 32 49 28 13 12 20 30 40 27 8 42 2 35 46 9
## [51] 51sort(pop,decreasing=TRUE)## [1] 37253956 25145561 19687653 19378102 12830632 12702379 11536504 9920000
## [9] 9883640 9535483 8791894 8001024 6724540 6547629 6483802 6392017
## [17] 6346105 5988927 5773552 5686986 5303925 5029196 4779736 4625364
## [25] 4533372 4339367 3831074 3751351 3574097 3046355 2967297 2915918
## [33] 2853118 2763885 2700551 2059179 1852994 1826341 1567582 1360301
## [41] 1328361 1316470 1052567 989415 897934 814180 710231 672591
## [49] 625741 601723 563626i<-which.min(pop) # indice con el valor que tiene menor tamaño
i## [1] 51murders$population[i]## [1] 563626