Introducción a R

Strings

Introducción a la manipulación de cadenas en R.

objetivo: Aprender los conceptos básicos de cómo funcionan las cadenas y cómo crearlas a mano, el enfoque estará en las expresiones regulares o expresiones regulares para abreviar.

Las expresiones regulares son útiles porque las cadenas suelen contener datos no estructurados o semiestructurados, y las expresiones regulares son un lenguaje conciso para describir patrones en cadenas. Cuando mire por primera vez una expresión regular, pensará que un gato caminó sobre su teclado, pero a medida que mejore su comprensión, pronto comenzarán a tener sentido.

usaremos el paquete stringr para la manipulación de cadenas, que forma parte del núcleo tidyverse

library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.3     ✔ readr     2.1.4
## ✔ forcats   1.0.0     ✔ stringr   1.5.0
## ✔ ggplot2   3.4.4     ✔ tibble    3.2.1
## ✔ lubridate 1.9.3     ✔ tidyr     1.3.0
## ✔ purrr     1.0.2     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(stringr)

Puede crear cadenas con comillas simples o dobles. Se Recomienda usar siempre “, a menos que desee crear una cadena que contenga varios”.

string1 <- "Esto es un  string"
string2 <- ' Si queremos incluir un es un "quote"  dentro de un string usa comilla '
string2
## [1] " Si queremos incluir un es un \"quote\"  dentro de un string usa comilla "

Longitud de la cadena

Base R contiene muchas funciones para trabajar con cadenas, pero las evitaremos porque pueden ser inconsistentes, lo que las hace difíciles de recordar. En su lugar, usaremos funciones de stringr.

Estos tienen nombres más intuitivos y todos comienzan con str_. Por ejemplo, str_length() te dice el número de caracteres en una cadena:

str_length(c("a", "R para cientificos de datos", NA, "Hola a Todos"))
## [1]  1 27 NA 12

Combinación de cadenas

Para combinar dos o más cadenas, utilice str_c():

str_c("x", "y")
## [1] "xy"
str_c("x", "y", "z")
## [1] "xyz"

Usa el argumento sep para controlar cómo se separan:

str_c("x", "y", sep = ", ")
## [1] "x, y"
cadena1= "Hola a Todos"
cadena2="Este curso es una introduccion a R"

str_c(cadena1, cadena2, sep=", ")
## [1] "Hola a Todos, Este curso es una introduccion a R"

Como la mayoría de las otras funciones en R, los valores faltantes son contagiosos. Si desea que se impriman como “NA”, utilice

str_replace_na():

x <- c("abc", NA)
str_c("|-", x, "-|")
## [1] "|-abc-|" NA
str_c("|-", str_replace_na(x), "-|")
## [1] "|-abc-|" "|-NA-|"

Como se muestra arriba, str_c() está vectorizado y recicla automáticamente los vectores más cortos a la misma longitud que el más largo:

str_c("Hola ", c("Juan", "Pedro", "Luis"), " Como estas?")
## [1] "Hola Juan Como estas?"  "Hola Pedro Como estas?" "Hola Luis Como estas?"

Para colapsar un vector de cadenas en una sola cadena, use collapse:

str_c(c("x", "y", "z"), collapse = ", ")
## [1] "x, y, z"

Eliminación de espacios en blanco innecesarios

A menudo, el texto contiene espacios en blanco innecesarios.

blancos <- c("    A la izquierda", "A lña derecha    ", "    ambos lados   ", "   otros     espacios      ")

La eliminación de los que están al principio o al final de una cadena se puede lograr usando str_trim().

str_trim(blancos, side = "left")
## [1] "A la izquierda"           "A lña derecha    "       
## [3] "ambos lados   "           "otros     espacios      "
str_trim(blancos, side = "right")
## [1] "    A la izquierda"    "A lña derecha"         "    ambos lados"      
## [4] "   otros     espacios"
str_trim(blancos, side = "both") # por defecto
## [1] "A la izquierda"     "A lña derecha"      "ambos lados"       
## [4] "otros     espacios"

str_trim() Sin embargo, no pudo arreglar la última cadena, donde también había espacios en blanco innecesarios entre palabras. Aquí, str_squish es más apropiado. Elimina los espacios en blanco iniciales o finales, así como los duplicados entre palabras

str_squish(blancos)
## [1] "A la izquierda" "A lña derecha"  "ambos lados"    "otros espacios"

Cadenas de subconjuntos

Puede extraer partes de una cadena usando str_sub(). Además de la cadena, str_sub() las start y end argumentos que dan la posición (inclusiva) de la subcadena:

x <- c("Manzana", "Banano", "Pera")
str_sub(x, 1,3)
## [1] "Man" "Ban" "Per"
str_sub(x, -3, -1)
## [1] "ana" "ano" "era"

Tenga en cuenta que str_sub() no fallará si la cadena es demasiado corta: solo devolverá tanto como sea posible:

str_sub("a", 1, 5)
## [1] "a"

También puede utilizar el formulario de asignación de str_sub() para modificar cadenas:

str_sub(x, 1, 1) <- str_to_lower(str_sub(x, 1, 1))
x
## [1] "manzana" "banano"  "pera"

Local

Arriba str_to_lower() cambio el texto a minúsculas. También se puede usar str_to_upper() o str_to_title(). Sin embargo, cambiar de mayúsculas y minúsculas es más complicado de lo que podría parecer a primera vista porque los diferentes idiomas tienen reglas diferentes para cambiar de mayúsculas y minúsculas. Puede elegir qué conjunto de reglas usar especificando una configuración regional:

str_to_upper(c("i", "ı"))
## [1] "I" "I"
str_to_upper(c("i", "ı"), locale = "tr")
## [1] "İ" "I"

La configuración regional se especifica como un código de idioma ISO 639, que es una abreviatura de dos o tres letras. Si aún no conoce el código de su idioma, Wikipedia tiene una buena lista. Si deja la configuración regional en blanco, se utilizará la configuración regional actual, según lo proporcionado por su sistema operativo.

Otra operación importante que se ve afectada por la configuración regional es la clasificación. La base R order()y sort()las funciones ordenan las cadenas utilizando la configuración regional actual. Si desea un comportamiento robusto en diferentes computadoras, es posible que desee usar str_sort()y que toman un argumento str_order()adicional :locale

x <- c("Manzana", "Banano", "Fresa")
str_sort(x, locale = "es")
## [1] "Banano"  "Fresa"   "Manzana"

Ejercicios

  • En sus propias palabras, describa la diferencia entre los argumentos sep y collapse para str_c().

  • Use str_length() y str_sub()para extraer el carácter del medio de una cadena. ¿Qué harás si la cadena tiene un número par de caracteres?

  • ¿Qué str_wrap() hace? ¿Cuándo podrías querer usarlo?

Coincidencia de patrones con expresiones regulares

Las expresiones regulares son un lenguaje muy conciso que le permite describir patrones en cadenas.

Para aprender expresiones regulares, usaremos str_view()y str_view_all(). Estas funciones toman un vector de caracteres y una expresión regular y le muestran cómo coinciden.

Patrones básicos

Los patrones más simples coinciden con cadenas exactas:

x <- c("Manzana", "banana", "Pera")
str_view(x, "an")
## [1] │ M<an>z<an>a
## [2] │ b<an><an>a

El siguiente paso en complejidad es ., que coincide con cualquier carácter (excepto una nueva línea):

str_view(x, ".a.")
## [1] │ <Man><zan>a
## [2] │ <ban>ana

Repetición

controlar cuántas veces coincide un patrón:

  • ?: 0 o 1
  • +: 1 o más
  • *: 0 o más
x <- "1888 es el año más largo en números romanos: MDCCCLXXXVIII"
str_view(x, "CC?")
## [1] │ 1888 es el año más largo en números romanos: MD<CC><C>LXXXVIII
str_view(x, "CC+")
## [1] │ 1888 es el año más largo en números romanos: MD<CCC>LXXXVIII
str_view(x, 'C[LX]+')
## [1] │ 1888 es el año más largo en números romanos: MDCC<CLXXX>VIII

También puede especificar el número de coincidencias con precisión:

  • {n}: exactamente n
  • {n,}: n o más
  • {,m}: como mucho m
  • {n,m}: entre n y m
  • str_view(x, “C{2}”)
str_view(x, "C{2}")
## [1] │ 1888 es el año más largo en números romanos: MD<CC>CLXXXVIII
str_view(x, "C{2,}")
## [1] │ 1888 es el año más largo en números romanos: MD<CCC>LXXXVIII
str_view(x, "C{2,3}")
## [1] │ 1888 es el año más largo en números romanos: MD<CCC>LXXXVIII

Detectar coincidencias

Para determinar si un vector de caracteres coincide con un patrón, use str_detect(). Devuelve un vector lógico de la misma longitud que la entrada:

x <- c("apple", "banana", "pear")
str_detect(x, "e")
## [1]  TRUE FALSE  TRUE
#cuantas plabras empiezan por "t"
sum(str_detect(words, "^t"))
## [1] 65
# ¿Qué proporción de palabras comunes terminan en vocal?
mean(str_detect(words, "[aeiou]$"))
## [1] 0.2765306

Sustitución

str_replace() y str_replace_all()le permite reemplazar coincidencias con nuevas cadenas. El uso más simple es reemplazar un patrón con una cadena fija:

x <- c("apple", "pear", "banana")
str_replace(x, "[aeiou]", "-")
## [1] "-pple"  "p-ar"   "b-nana"
str_replace_all(x, "[aeiou]", "-")
## [1] "-ppl-"  "p--r"   "b-n-n-"
str_replace_all(" Vamos Colombia","[aeiou]", "e" )
## [1] " Vemes Celembee"

str_replace_all() Puede realizar múltiples reemplazos proporcionando un vector con nombre :

x <- c("1 casa", "2 carros", "3 personas")
str_replace_all(x, c("1" = "una", "2" = "dos", "3" = "tres"))
## [1] "una casa"      "dos carros"    "tres personas"

En lugar de reemplazar con una cadena fija, puede usar referencias inversas para insertar componentes de la coincidencia. En el siguiente código, se invierte el orden de la segunda y la tercera palabra.

head(sentences)
## [1] "The birch canoe slid on the smooth planks." 
## [2] "Glue the sheet to the dark blue background."
## [3] "It's easy to tell the depth of a well."     
## [4] "These days a chicken leg is a rare dish."   
## [5] "Rice is often served in round bowls."       
## [6] "The juice of lemons makes fine punch."
sentences %>% 
  str_replace("([^ ]+) ([^ ]+) ([^ ]+)", "\\1 \\3 \\2") %>% 
  head(5)
## [1] "The canoe birch slid on the smooth planks." 
## [2] "Glue sheet the to the dark blue background."
## [3] "It's to easy tell the depth of a well."     
## [4] "These a days chicken leg is a rare dish."   
## [5] "Rice often is served in round bowls."

División

Úse str_split() para dividir una cuerda en pedazos.

sentences %>%
  head(5) %>% 
  str_split(" ")
## [[1]]
## [1] "The"     "birch"   "canoe"   "slid"    "on"      "the"     "smooth" 
## [8] "planks."
## 
## [[2]]
## [1] "Glue"        "the"         "sheet"       "to"          "the"        
## [6] "dark"        "blue"        "background."
## 
## [[3]]
## [1] "It's"  "easy"  "to"    "tell"  "the"   "depth" "of"    "a"     "well."
## 
## [[4]]
## [1] "These"   "days"    "a"       "chicken" "leg"     "is"      "a"      
## [8] "rare"    "dish."  
## 
## [[5]]
## [1] "Rice"   "is"     "often"  "served" "in"     "round"  "bowls."

Debido a que cada componente puede contener un número diferente de piezas, esto devuelve una lista. Si está trabajando con un vector de longitud 1, lo más fácil es simplemente extraer el primer elemento de la lista:

"a|b|c|d" %>% str_split("\\|") %>% 
  .[[1]]
## [1] "a" "b" "c" "d"

De lo contrario, al igual que las otras funciones stringr que devuelven una lista, puede usar simplify = TRUE para devolver una matriz:

sentences %>%
  head(5) %>% 
  str_split(" ", simplify = TRUE)
##      [,1]    [,2]    [,3]    [,4]      [,5]  [,6]    [,7]     [,8]         
## [1,] "The"   "birch" "canoe" "slid"    "on"  "the"   "smooth" "planks."    
## [2,] "Glue"  "the"   "sheet" "to"      "the" "dark"  "blue"   "background."
## [3,] "It's"  "easy"  "to"    "tell"    "the" "depth" "of"     "a"          
## [4,] "These" "days"  "a"     "chicken" "leg" "is"    "a"      "rare"       
## [5,] "Rice"  "is"    "often" "served"  "in"  "round" "bowls." ""           
##      [,9]   
## [1,] ""     
## [2,] ""     
## [3,] "well."
## [4,] "dish."
## [5,] ""

También puede solicitar un número máximo de piezas:

fields <- c("Nombre: Ricardo", "Pais: COL", "Edad : 35")
fields %>% str_split(": ", n = 2, simplify = TRUE)
##      [,1]     [,2]     
## [1,] "Nombre" "Ricardo"
## [2,] "Pais"   "COL"    
## [3,] "Edad "  "35"

En lugar de dividir cadenas por patrones, también puede dividirlas por carácter, línea, oración y palabra boundary():

x <- "Esta es una oración . Esta es otra frase."
str_view_all(x, boundary("word"))
## Warning: `str_view()` was deprecated in stringr 1.5.0.
## ℹ Please use `str_view_all()` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## [1] │ <Esta> <es> <una> <oración> . <Esta> <es> <otra> <frase>.

Ejemplo

Apliquemos más conceptos de Stringr a un cuerpo de texto. ¿Dónde podemos encontrar texto? ¿Cómo introduciríamos texto en R?

  • Una forma sería un ‘web scraping’, tomando programáticamente todo el texto relevante de una página, o una serie de páginas, piense en las reseñas de productos de Amazon.

  • Otra sería importar un cuerpo de texto, como un archivo .txt, a R y luego dividirlo en palabras individuales

  • Una tercera forma sería utilizar los datos incluidos en un paquete R. Más comúnmente, los paquetes le brindan acceso a conjuntos de datos en línea demasiado grandes para descargar (Spotify, The New York Times, etc.). Esta técnica, de descargar selectivamente datos relevantes de una base de datos en línea mucho más grande, es la base del concepto de una ‘API’ [Interfaz de programación de aplicaciones, si se lo está preguntando.] Muchos sitios web también usan API, con archivos descargables para análisis.

babynames=babynames::babynames
babynames
## # A tibble: 1,924,665 × 5
##     year sex   name          n   prop
##    <dbl> <chr> <chr>     <int>  <dbl>
##  1  1880 F     Mary       7065 0.0724
##  2  1880 F     Anna       2604 0.0267
##  3  1880 F     Emma       2003 0.0205
##  4  1880 F     Elizabeth  1939 0.0199
##  5  1880 F     Minnie     1746 0.0179
##  6  1880 F     Margaret   1578 0.0162
##  7  1880 F     Ida        1472 0.0151
##  8  1880 F     Alice      1414 0.0145
##  9  1880 F     Bertha     1320 0.0135
## 10  1880 F     Sarah      1288 0.0132
## # ℹ 1,924,655 more rows

Usemos str_detect() para encontrar todos los nombres que incluyen un sonido ‘sh’:

Como puede ver, str_detect() se ejecuta como un operador booleano, ya que asigna un valor VERDADERO o FALSO para cada entrada en la columna, según nuestra declaración condicional: ¿hay una “sh” en la cadena de caracteres?

library(ggplot2)
library(dplyr)
babynames %>% 
  filter(str_detect(name, "Sh") & sex=="F" & year == 1938) %>% 
  arrange(desc(prop)) %>% 
  head(20) %>% 
  ggplot(aes(reorder(name,prop),prop,  fill = name)) + 
  geom_col() +
  coord_flip()

babynames %>% 
  filter(str_detect(name, "Sh") & sex=="F" & year == 1938) %>% 
  arrange(desc(prop)) %>% 
  head(20) %>% 
  mutate(percent = (prop * 100)) %>% 
  ggplot(aes(reorder(name,percent),percent,  fill = name)) + 
  geom_col() +
  coord_flip()

¿Cuántos nombres ‘z’ desde 2000?

babynames %>% 
  filter(year > 2000 & str_detect(name, "Z")) %>% 
  arrange(desc(prop))
## # A tibble: 13,018 × 5
##     year sex   name        n    prop
##    <dbl> <chr> <chr>   <int>   <dbl>
##  1  2001 M     Zachary 18186 0.00880
##  2  2002 M     Zachary 16622 0.00805
##  3  2003 M     Zachary 15539 0.00740
##  4  2004 M     Zachary 13711 0.00649
##  5  2005 M     Zachary 12283 0.00578
##  6  2006 M     Zachary 11005 0.00502
##  7  2007 M     Zachary 10212 0.00461
##  8  2008 M     Zachary  9226 0.00424
##  9  2012 F     Zoey     7466 0.00386
## 10  2009 M     Zachary  8078 0.00381
## # ℹ 13,008 more rows

¿Por qué R solo sacó los nombres que comienzan con Z? Porque lo capitalizamos. ¿Cómo conseguimos ambos?

babynames %>% 
      mutate(Z = str_count(babynames$name, "[zZ]")) %>% 
      arrange(desc(prop))
## # A tibble: 1,924,665 × 6
##     year sex   name        n   prop     Z
##    <dbl> <chr> <chr>   <int>  <dbl> <int>
##  1  1880 M     John     9655 0.0815     0
##  2  1881 M     John     8769 0.0810     0
##  3  1880 M     William  9532 0.0805     0
##  4  1883 M     John     8894 0.0791     0
##  5  1881 M     William  8524 0.0787     0
##  6  1882 M     John     9557 0.0783     0
##  7  1884 M     John     9388 0.0765     0
##  8  1882 M     William  9298 0.0762     0
##  9  1886 M     John     9026 0.0758     0
## 10  1885 M     John     8756 0.0755     0
## # ℹ 1,924,655 more rows
babynames %>% 
      mutate(Z = str_count(babynames$name, "[zZ]")) %>% 
      arrange(desc(Z))
## # A tibble: 1,924,665 × 6
##     year sex   name       n       prop     Z
##    <dbl> <chr> <chr>  <int>      <dbl> <int>
##  1  2010 M     Zzyzx      5 0.00000244     3
##  2  1880 F     Lizzie   388 0.00398        2
##  3  1880 F     Kizzie    13 0.000133       2
##  4  1881 F     Lizzie   396 0.00401        2
##  5  1881 F     Kizzie     9 0.0000910      2
##  6  1882 F     Lizzie   495 0.00428        2
##  7  1882 F     Kizzie     9 0.0000778      2
##  8  1882 F     Dezzie     5 0.0000432      2
##  9  1883 F     Lizzie   496 0.00413        2
## 10  1883 F     Kizzie    14 0.000117       2
## # ℹ 1,924,655 more rows
library(rio)
titanic=rio::import("https://github.com/dadosdelaplace/curso-intro-R/raw/main/DATOS/titanic.RData")
titanic
##     PassengerId Survived Pclass
## 1             1        0      3
## 2             2        1      1
## 3             3        1      3
## 4             4        1      1
## 5             5        0      3
## 6             6        0      3
## 7             7        0      1
## 8             8        0      3
## 9             9        1      3
## 10           10        1      2
## 11           11        1      3
## 12           12        1      1
## 13           13        0      3
## 14           14        0      3
## 15           15        0      3
## 16           16        1      2
## 17           17        0      3
## 18           18        1      2
## 19           19        0      3
## 20           20        1      3
## 21           21        0      2
## 22           22        1      2
## 23           23        1      3
## 24           24        1      1
## 25           25        0      3
## 26           26        1      3
## 27           27        0      3
## 28           28        0      1
## 29           29        1      3
## 30           30        0      3
## 31           31        0      1
## 32           32        1      1
## 33           33        1      3
## 34           34        0      2
## 35           35        0      1
## 36           36        0      1
## 37           37        1      3
## 38           38        0      3
## 39           39        0      3
## 40           40        1      3
## 41           41        0      3
## 42           42        0      2
## 43           43        0      3
## 44           44        1      2
## 45           45        1      3
## 46           46        0      3
## 47           47        0      3
## 48           48        1      3
## 49           49        0      3
## 50           50        0      3
## 51           51        0      3
## 52           52        0      3
## 53           53        1      1
## 54           54        1      2
## 55           55        0      1
## 56           56        1      1
## 57           57        1      2
## 58           58        0      3
## 59           59        1      2
## 60           60        0      3
## 61           61        0      3
## 62           62        1      1
## 63           63        0      1
## 64           64        0      3
## 65           65        0      1
## 66           66        1      3
## 67           67        1      2
## 68           68        0      3
## 69           69        1      3
## 70           70        0      3
## 71           71        0      2
## 72           72        0      3
## 73           73        0      2
## 74           74        0      3
## 75           75        1      3
## 76           76        0      3
## 77           77        0      3
## 78           78        0      3
## 79           79        1      2
## 80           80        1      3
## 81           81        0      3
## 82           82        1      3
## 83           83        1      3
## 84           84        0      1
## 85           85        1      2
## 86           86        1      3
## 87           87        0      3
## 88           88        0      3
## 89           89        1      1
## 90           90        0      3
## 91           91        0      3
## 92           92        0      3
## 93           93        0      1
## 94           94        0      3
## 95           95        0      3
## 96           96        0      3
## 97           97        0      1
## 98           98        1      1
## 99           99        1      2
## 100         100        0      2
## 101         101        0      3
## 102         102        0      3
## 103         103        0      1
## 104         104        0      3
## 105         105        0      3
## 106         106        0      3
## 107         107        1      3
## 108         108        1      3
## 109         109        0      3
## 110         110        1      3
## 111         111        0      1
## 112         112        0      3
## 113         113        0      3
## 114         114        0      3
## 115         115        0      3
## 116         116        0      3
## 117         117        0      3
## 118         118        0      2
## 119         119        0      1
## 120         120        0      3
## 121         121        0      2
## 122         122        0      3
## 123         123        0      2
## 124         124        1      2
## 125         125        0      1
## 126         126        1      3
## 127         127        0      3
## 128         128        1      3
## 129         129        1      3
## 130         130        0      3
## 131         131        0      3
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##                                                                                   Name
## 1                                                              Braund, Mr. Owen Harris
## 2                                  Cumings, Mrs. John Bradley (Florence Briggs Thayer)
## 3                                                               Heikkinen, Miss. Laina
## 4                                         Futrelle, Mrs. Jacques Heath (Lily May Peel)
## 5                                                             Allen, Mr. William Henry
## 6                                                                     Moran, Mr. James
## 7                                                              McCarthy, Mr. Timothy J
## 8                                                       Palsson, Master. Gosta Leonard
## 9                                    Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)
## 10                                                 Nasser, Mrs. Nicholas (Adele Achem)
## 11                                                     Sandstrom, Miss. Marguerite Rut
## 12                                                            Bonnell, Miss. Elizabeth
## 13                                                      Saundercock, Mr. William Henry
## 14                                                         Andersson, Mr. Anders Johan
## 15                                                Vestrom, Miss. Hulda Amanda Adolfina
## 16                                                    Hewlett, Mrs. (Mary D Kingcome) 
## 17                                                                Rice, Master. Eugene
## 18                                                        Williams, Mr. Charles Eugene
## 19                             Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)
## 20                                                             Masselmani, Mrs. Fatima
## 21                                                                Fynney, Mr. Joseph J
## 22                                                               Beesley, Mr. Lawrence
## 23                                                         McGowan, Miss. Anna "Annie"
## 24                                                        Sloper, Mr. William Thompson
## 25                                                       Palsson, Miss. Torborg Danira
## 26                           Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)
## 27                                                             Emir, Mr. Farred Chehab
## 28                                                      Fortune, Mr. Charles Alexander
## 29                                                       O'Dwyer, Miss. Ellen "Nellie"
## 30                                                                 Todoroff, Mr. Lalio
## 31                                                            Uruchurtu, Don. Manuel E
## 32                                      Spencer, Mrs. William Augustus (Marie Eugenie)
## 33                                                            Glynn, Miss. Mary Agatha
## 34                                                               Wheadon, Mr. Edward H
## 35                                                             Meyer, Mr. Edgar Joseph
## 36                                                      Holverson, Mr. Alexander Oskar
## 37                                                                    Mamee, Mr. Hanna
## 38                                                            Cann, Mr. Ernest Charles
## 39                                                  Vander Planke, Miss. Augusta Maria
## 40                                                         Nicola-Yarred, Miss. Jamila
## 41                                      Ahlin, Mrs. Johan (Johanna Persdotter Larsson)
## 42                            Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)
## 43                                                                 Kraeff, Mr. Theodor
## 44                                            Laroche, Miss. Simonne Marie Anne Andree
## 45                                                       Devaney, Miss. Margaret Delia
## 46                                                            Rogers, Mr. William John
## 47                                                                   Lennon, Mr. Denis
## 48                                                           O'Driscoll, Miss. Bridget
## 49                                                                 Samaan, Mr. Youssef
## 50                                       Arnold-Franchi, Mrs. Josef (Josefine Franchi)
## 51                                                          Panula, Master. Juha Niilo
## 52                                                        Nosworthy, Mr. Richard Cater
## 53                                            Harper, Mrs. Henry Sleeper (Myna Haxtun)
## 54                                  Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)
## 55                                                      Ostby, Mr. Engelhart Cornelius
## 56                                                                   Woolner, Mr. Hugh
## 57                                                                   Rugg, Miss. Emily
## 58                                                                 Novel, Mr. Mansouer
## 59                                                        West, Miss. Constance Mirium
## 60                                                  Goodwin, Master. William Frederick
## 61                                                               Sirayanian, Mr. Orsen
## 62                                                                 Icard, Miss. Amelie
## 63                                                         Harris, Mr. Henry Birkhardt
## 64                                                               Skoog, Master. Harald
## 65                                                               Stewart, Mr. Albert A
## 66                                                            Moubarek, Master. Gerios
## 67                                                        Nye, Mrs. (Elizabeth Ramell)
## 68                                                            Crease, Mr. Ernest James
## 69                                                     Andersson, Miss. Erna Alexandra
## 70                                                                   Kink, Mr. Vincenz
## 71                                                          Jenkin, Mr. Stephen Curnow
## 72                                                          Goodwin, Miss. Lillian Amy
## 73                                                                Hood, Mr. Ambrose Jr
## 74                                                         Chronopoulos, Mr. Apostolos
## 75                                                                       Bing, Mr. Lee
## 76                                                             Moen, Mr. Sigurd Hansen
## 77                                                                   Staneff, Mr. Ivan
## 78                                                            Moutal, Mr. Rahamin Haim
## 79                                                       Caldwell, Master. Alden Gates
## 80                                                            Dowdell, Miss. Elizabeth
## 81                                                                Waelens, Mr. Achille
## 82                                                         Sheerlinck, Mr. Jan Baptist
## 83                                                      McDermott, Miss. Brigdet Delia
## 84                                                             Carrau, Mr. Francisco M
## 85                                                                 Ilett, Miss. Bertha
## 86                             Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)
## 87                                                              Ford, Mr. William Neal
## 88                                                       Slocovski, Mr. Selman Francis
## 89                                                          Fortune, Miss. Mabel Helen
## 90                                                              Celotti, Mr. Francesco
## 91                                                                Christmann, Mr. Emil
## 92                                                          Andreasson, Mr. Paul Edvin
## 93                                                         Chaffee, Mr. Herbert Fuller
## 94                                                             Dean, Mr. Bertram Frank
## 95                                                                   Coxon, Mr. Daniel
## 96                                                         Shorney, Mr. Charles Joseph
## 97                                                           Goldschmidt, Mr. George B
## 98                                                     Greenfield, Mr. William Bertram
## 99                                                Doling, Mrs. John T (Ada Julia Bone)
## 100                                                                  Kantor, Mr. Sinai
## 101                                                            Petranec, Miss. Matilda
## 102                                                   Petroff, Mr. Pastcho ("Pentcho")
## 103                                                          White, Mr. Richard Frasar
## 104                                                         Johansson, Mr. Gustaf Joel
## 105                                                     Gustafsson, Mr. Anders Vilhelm
## 106                                                              Mionoff, Mr. Stoytcho
## 107                                                   Salkjelsvik, Miss. Anna Kristine
## 108                                                             Moss, Mr. Albert Johan
## 109                                                                    Rekic, Mr. Tido
## 110                                                                Moran, Miss. Bertha
## 111                                                     Porter, Mr. Walter Chamberlain
## 112                                                               Zabour, Miss. Hileni
## 113                                                             Barton, Mr. David John
## 114                                                            Jussila, Miss. Katriina
## 115                                                              Attalah, Miss. Malake
## 116                                                              Pekoniemi, Mr. Edvard
## 117                                                               Connors, Mr. Patrick
## 118                                                    Turpin, Mr. William John Robert
## 119                                                           Baxter, Mr. Quigg Edmond
## 120                                                  Andersson, Miss. Ellis Anna Maria
## 121                                                        Hickman, Mr. Stanley George
## 122                                                         Moore, Mr. Leonard Charles
## 123                                                               Nasser, Mr. Nicholas
## 124                                                                Webber, Miss. Susan
## 125                                                        White, Mr. Percival Wayland
## 126                                                       Nicola-Yarred, Master. Elias
## 127                                                                McMahon, Mr. Martin
## 128                                                          Madsen, Mr. Fridtjof Arne
## 129                                                                  Peter, Miss. Anna
## 130                                                                 Ekstrom, Mr. Johan
## 131                                                               Drazenoic, Mr. Jozef
## 132                                                     Coelho, Mr. Domingos Fernandeo
## 133                                     Robins, Mrs. Alexander A (Grace Charity Laury)
## 134                                      Weisz, Mrs. Leopold (Mathilde Francoise Pede)
## 135                                                     Sobey, Mr. Samuel James Hayden
## 136                                                                 Richard, Mr. Emile
## 137                                                       Newsom, Miss. Helen Monypeny
## 138                                                        Futrelle, Mr. Jacques Heath
## 139                                                                Osen, Mr. Olaf Elon
## 140                                                                 Giglio, Mr. Victor
## 141                                                      Boulos, Mrs. Joseph (Sultana)
## 142                                                           Nysten, Miss. Anna Sofia
## 143                               Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)
## 144                                                                Burke, Mr. Jeremiah
## 145                                                         Andrew, Mr. Edgardo Samuel
## 146                                                       Nicholls, Mr. Joseph Charles
## 147                                       Andersson, Mr. August Edvard ("Wennerstrom")
## 148                                                   Ford, Miss. Robina Maggie "Ruby"
## 149                                           Navratil, Mr. Michel ("Louis M Hoffman")
## 150                                                  Byles, Rev. Thomas Roussel Davids
## 151                                                         Bateman, Rev. Robert James
## 152                                                  Pears, Mrs. Thomas (Edith Wearne)
## 153                                                                   Meo, Mr. Alfonzo
## 154                                                    van Billiard, Mr. Austin Blyler
## 155                                                              Olsen, Mr. Ole Martin
## 156                                                        Williams, Mr. Charles Duane
## 157                                                   Gilnagh, Miss. Katherine "Katie"
## 158                                                                    Corn, Mr. Harry
## 159                                                                Smiljanic, Mr. Mile
## 160                                                         Sage, Master. Thomas Henry
## 161                                                           Cribb, Mr. John Hatfield
## 162                                 Watt, Mrs. James (Elizabeth "Bessie" Inglis Milne)
## 163                                                         Bengtsson, Mr. John Viktor
## 164                                                                    Calic, Mr. Jovo
## 165                                                       Panula, Master. Eino Viljami
## 166                                    Goldsmith, Master. Frank John William "Frankie"
## 167                                             Chibnall, Mrs. (Edith Martha Bowerman)
## 168                                    Skoog, Mrs. William (Anna Bernhardina Karlsson)
## 169                                                                Baumann, Mr. John D
## 170                                                                      Ling, Mr. Lee
## 171                                                          Van der hoef, Mr. Wyckoff
## 172                                                               Rice, Master. Arthur
## 173                                                       Johnson, Miss. Eleanor Ileen
## 174                                                          Sivola, Mr. Antti Wilhelm
## 175                                                            Smith, Mr. James Clinch
## 176                                                             Klasen, Mr. Klas Albin
## 177                                                      Lefebre, Master. Henry Forbes
## 178                                                         Isham, Miss. Ann Elizabeth
## 179                                                                 Hale, Mr. Reginald
## 180                                                                Leonard, Mr. Lionel
## 181                                                       Sage, Miss. Constance Gladys
## 182                                                                   Pernot, Mr. Rene
## 183                                              Asplund, Master. Clarence Gustaf Hugo
## 184                                                          Becker, Master. Richard F
## 185                                                Kink-Heilmann, Miss. Luise Gretchen
## 186                                                              Rood, Mr. Hugh Roscoe
## 187                                    O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)
## 188                                      Romaine, Mr. Charles Hallace ("Mr C Rolmane")
## 189                                                                   Bourke, Mr. John
## 190                                                                Turcin, Mr. Stjepan
## 191                                                                Pinsky, Mrs. (Rosa)
## 192                                                              Carbines, Mr. William
## 193                                    Andersen-Jensen, Miss. Carla Christine Nielsine
## 194                                                         Navratil, Master. Michel M
## 195                                          Brown, Mrs. James Joseph (Margaret Tobin)
## 196                                                               Lurette, Miss. Elise
## 197                                                                Mernagh, Mr. Robert
## 198                                                   Olsen, Mr. Karl Siegwart Andreas
## 199                                                   Madigan, Miss. Margaret "Maggie"
## 200                                             Yrois, Miss. Henriette ("Mrs Harbeck")
## 201                                                     Vande Walle, Mr. Nestor Cyriel
## 202                                                                Sage, Mr. Frederick
## 203                                                         Johanson, Mr. Jakob Alfred
## 204                                                               Youseff, Mr. Gerious
## 205                                                           Cohen, Mr. Gurshon "Gus"
## 206                                                         Strom, Miss. Telma Matilda
## 207                                                         Backstrom, Mr. Karl Alfred
## 208                                                        Albimona, Mr. Nassef Cassem
## 209                                                          Carr, Miss. Helen "Ellen"
## 210                                                                   Blank, Mr. Henry
## 211                                                                     Ali, Mr. Ahmed
## 212                                                         Cameron, Miss. Clear Annie
## 213                                                             Perkin, Mr. John Henry
## 214                                                        Givard, Mr. Hans Kristensen
## 215                                                                Kiernan, Mr. Philip
## 216                                                            Newell, Miss. Madeleine
## 217                                                             Honkanen, Miss. Eliina
## 218                                                       Jacobsohn, Mr. Sidney Samuel
## 219                                                              Bazzani, Miss. Albina
## 220                                                                 Harris, Mr. Walter
## 221                                                     Sunderland, Mr. Victor Francis
## 222                                                               Bracken, Mr. James H
## 223                                                            Green, Mr. George Henry
## 224                                                               Nenkoff, Mr. Christo
## 225                                                       Hoyt, Mr. Frederick Maxfield
## 226                                                       Berglund, Mr. Karl Ivar Sven
## 227                                                          Mellors, Mr. William John
## 228                                                    Lovell, Mr. John Hall ("Henry")
## 229                                                          Fahlstrom, Mr. Arne Jonas
## 230                                                            Lefebre, Miss. Mathilde
## 231                                       Harris, Mrs. Henry Birkhardt (Irene Wallach)
## 232                                                           Larsson, Mr. Bengt Edvin
## 233                                                          Sjostedt, Mr. Ernst Adolf
## 234                                                     Asplund, Miss. Lillian Gertrud
## 235                                                  Leyson, Mr. Robert William Norman
## 236                                                       Harknett, Miss. Alice Phoebe
## 237                                                                  Hold, Mr. Stephen
## 238                                                   Collyer, Miss. Marjorie "Lottie"
## 239                                                    Pengelly, Mr. Frederick William
## 240                                                             Hunt, Mr. George Henry
## 241                                                              Zabour, Miss. Thamine
## 242                                                     Murphy, Miss. Katherine "Kate"
## 243                                                    Coleridge, Mr. Reginald Charles
## 244                                                      Maenpaa, Mr. Matti Alexanteri
## 245                                                               Attalah, Mr. Sleiman
## 246                                                        Minahan, Dr. William Edward
## 247                                              Lindahl, Miss. Agda Thorilda Viktoria
## 248                                                    Hamalainen, Mrs. William (Anna)
## 249                                                      Beckwith, Mr. Richard Leonard
## 250                                                      Carter, Rev. Ernest Courtenay
## 251                                                             Reed, Mr. James George
## 252                                         Strom, Mrs. Wilhelm (Elna Matilda Persson)
## 253                                                          Stead, Mr. William Thomas
## 254                                                           Lobb, Mr. William Arthur
## 255                                           Rosblom, Mrs. Viktor (Helena Wilhelmina)
## 256                                            Touma, Mrs. Darwis (Hanne Youssef Razi)
## 257                                                     Thorne, Mrs. Gertrude Maybelle
## 258                                                               Cherry, Miss. Gladys
## 259                                                                   Ward, Miss. Anna
## 260                                                        Parrish, Mrs. (Lutie Davis)
## 261                                                                  Smith, Mr. Thomas
## 262                                                  Asplund, Master. Edvin Rojj Felix
## 263                                                                  Taussig, Mr. Emil
## 264                                                              Harrison, Mr. William
## 265                                                                 Henry, Miss. Delia
## 266                                                                  Reeves, Mr. David
## 267                                                          Panula, Mr. Ernesti Arvid
## 268                                                           Persson, Mr. Ernst Ulrik
## 269                                      Graham, Mrs. William Thompson (Edith Junkins)
## 270                                                             Bissette, Miss. Amelia
## 271                                                              Cairns, Mr. Alexander
## 272                                                       Tornquist, Mr. William Henry
## 273                                          Mellinger, Mrs. (Elizabeth Anne Maidment)
## 274                                                              Natsch, Mr. Charles H
## 275                                                         Healy, Miss. Hanora "Nora"
## 276                                                  Andrews, Miss. Kornelia Theodosia
## 277                                                  Lindblom, Miss. Augusta Charlotta
## 278                                                        Parkes, Mr. Francis "Frank"
## 279                                                                 Rice, Master. Eric
## 280                                                   Abbott, Mrs. Stanton (Rosa Hunt)
## 281                                                                   Duane, Mr. Frank
## 282                                                   Olsson, Mr. Nils Johan Goransson
## 283                                                          de Pelsmaeker, Mr. Alfons
## 284                                                         Dorking, Mr. Edward Arthur
## 285                                                         Smith, Mr. Richard William
## 286                                                                Stankovic, Mr. Ivan
## 287                                                            de Mulder, Mr. Theodore
## 288                                                               Naidenoff, Mr. Penko
## 289                                                               Hosono, Mr. Masabumi
## 290                                                               Connolly, Miss. Kate
## 291                                                       Barber, Miss. Ellen "Nellie"
## 292                                            Bishop, Mrs. Dickinson H (Helen Walton)
## 293                                                             Levy, Mr. Rene Jacques
## 294                                                                Haas, Miss. Aloisia
## 295                                                                   Mineff, Mr. Ivan
## 296                                                                  Lewy, Mr. Ervin G
## 297                                                                 Hanna, Mr. Mansour
## 298                                                       Allison, Miss. Helen Loraine
## 299                                                              Saalfeld, Mr. Adolphe
## 300                                    Baxter, Mrs. James (Helene DeLaudeniere Chaput)
## 301                                           Kelly, Miss. Anna Katherine "Annie Kate"
## 302                                                                 McCoy, Mr. Bernard
## 303                                                    Johnson, Mr. William Cahoone Jr
## 304                                                                Keane, Miss. Nora A
## 305                                                  Williams, Mr. Howard Hugh "Harry"
## 306                                                     Allison, Master. Hudson Trevor
## 307                                                            Fleming, Miss. Margaret
## 308 Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)
## 309                                                                Abelson, Mr. Samuel
## 310                                                     Francatelli, Miss. Laura Mabel
## 311                                                     Hays, Miss. Margaret Bechstein
## 312                                                         Ryerson, Miss. Emily Borie
## 313                                              Lahtinen, Mrs. William (Anna Sylfven)
## 314                                                             Hendekovic, Mr. Ignjac
## 315                                                                 Hart, Mr. Benjamin
## 316                                                    Nilsson, Miss. Helmina Josefina
## 317                                                Kantor, Mrs. Sinai (Miriam Sternin)
## 318                                                               Moraweck, Dr. Ernest
## 319                                                           Wick, Miss. Mary Natalie
## 320                           Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)
## 321                                                                 Dennis, Mr. Samuel
## 322                                                                   Danoff, Mr. Yoto
## 323                                                          Slayter, Miss. Hilda Mary
## 324                                Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)
## 325                                                           Sage, Mr. George John Jr
## 326                                                           Young, Miss. Marie Grice
## 327                                                          Nysveen, Mr. Johan Hansen
## 328                                                            Ball, Mrs. (Ada E Hall)
## 329                                     Goldsmith, Mrs. Frank John (Emily Alice Brown)
## 330                                                       Hippach, Miss. Jean Gertrude
## 331                                                                 McCoy, Miss. Agnes
## 332                                                                Partner, Mr. Austen
## 333                                                          Graham, Mr. George Edward
## 334                                                    Vander Planke, Mr. Leo Edmondus
## 335                                 Frauenthal, Mrs. Henry William (Clara Heinsheimer)
## 336                                                                 Denkoff, Mr. Mitto
## 337                                                          Pears, Mr. Thomas Clinton
## 338                                                    Burns, Miss. Elizabeth Margaret
## 339                                                              Dahl, Mr. Karl Edwart
## 340                                                       Blackwell, Mr. Stephen Weart
## 341                                                     Navratil, Master. Edmond Roger
## 342                                                     Fortune, Miss. Alice Elizabeth
## 343                                                         Collander, Mr. Erik Gustaf
## 344                                         Sedgwick, Mr. Charles Frederick Waddington
## 345                                                            Fox, Mr. Stanley Hubert
## 346                                                      Brown, Miss. Amelia "Mildred"
## 347                                                          Smith, Miss. Marion Elsie
## 348                                          Davison, Mrs. Thomas Henry (Mary E Finck)
## 349                                             Coutts, Master. William Loch "William"
## 350                                                                   Dimic, Mr. Jovan
## 351                                                             Odahl, Mr. Nils Martin
## 352                                             Williams-Lambert, Mr. Fletcher Fellows
## 353                                                                 Elias, Mr. Tannous
## 354                                                          Arnold-Franchi, Mr. Josef
## 355                                                                  Yousif, Mr. Wazli
## 356                                                        Vanden Steen, Mr. Leo Peter
## 357                                                        Bowerman, Miss. Elsie Edith
## 358                                                          Funk, Miss. Annie Clemmer
## 359                                                               McGovern, Miss. Mary
## 360                                                  Mockler, Miss. Helen Mary "Ellie"
## 361                                                                 Skoog, Mr. Wilhelm
## 362                                                          del Carlo, Mr. Sebastiano
## 363                                                    Barbara, Mrs. (Catherine David)
## 364                                                                    Asim, Mr. Adola
## 365                                                                O'Brien, Mr. Thomas
## 366                                                     Adahl, Mr. Mauritz Nils Martin
## 367                                   Warren, Mrs. Frank Manley (Anna Sophia Atkinson)
## 368                                                     Moussa, Mrs. (Mantoura Boulos)
## 369                                                                Jermyn, Miss. Annie
## 370                                                      Aubart, Mme. Leontine Pauline
## 371                                                        Harder, Mr. George Achilles
## 372                                                          Wiklund, Mr. Jakob Alfred
## 373                                                         Beavan, Mr. William Thomas
## 374                                                                Ringhini, Mr. Sante
## 375                                                         Palsson, Miss. Stina Viola
## 376                                              Meyer, Mrs. Edgar Joseph (Leila Saks)
## 377                                                    Landergren, Miss. Aurora Adelia
## 378                                                          Widener, Mr. Harry Elkins
## 379                                                                Betros, Mr. Tannous
## 380                                                        Gustafsson, Mr. Karl Gideon
## 381                                                              Bidois, Miss. Rosalie
## 382                                                        Nakid, Miss. Maria ("Mary")
## 383                                                                 Tikkanen, Mr. Juho
## 384                                Holverson, Mrs. Alexander Oskar (Mary Aline Towner)
## 385                                                             Plotcharsky, Mr. Vasil
## 386                                                          Davies, Mr. Charles Henry
## 387                                                    Goodwin, Master. Sidney Leonard
## 388                                                                   Buss, Miss. Kate
## 389                                                               Sadlier, Mr. Matthew
## 390                                                              Lehmann, Miss. Bertha
## 391                                                         Carter, Mr. William Ernest
## 392                                                             Jansson, Mr. Carl Olof
## 393                                                       Gustafsson, Mr. Johan Birger
## 394                                                             Newell, Miss. Marjorie
## 395                                Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)
## 396                                                                Johansson, Mr. Erik
## 397                                                                Olsson, Miss. Elina
## 398                                                            McKane, Mr. Peter David
## 399                                                                   Pain, Dr. Alfred
## 400                                                   Trout, Mrs. William H (Jessie L)
## 401                                                                 Niskanen, Mr. Juha
## 402                                                                    Adams, Mr. John
## 403                                                           Jussila, Miss. Mari Aina
## 404                                                     Hakkarainen, Mr. Pekka Pietari
## 405                                                            Oreskovic, Miss. Marija
## 406                                                                 Gale, Mr. Shadrach
## 407                                                   Widegren, Mr. Carl/Charles Peter
## 408                                                     Richards, Master. William Rowe
## 409                                                  Birkeland, Mr. Hans Martin Monsen
## 410                                                                 Lefebre, Miss. Ida
## 411                                                                 Sdycoff, Mr. Todor
## 412                                                                    Hart, Mr. Henry
## 413                                                             Minahan, Miss. Daisy E
## 414                                                     Cunningham, Mr. Alfred Fleming
## 415                                                          Sundman, Mr. Johan Julian
## 416                                            Meek, Mrs. Thomas (Annie Louise Rowley)
## 417                                    Drew, Mrs. James Vivian (Lulu Thorne Christian)
## 418                                                      Silven, Miss. Lyyli Karoliina
## 419                                                         Matthews, Mr. William John
## 420                                                          Van Impe, Miss. Catharina
## 421                                                             Gheorgheff, Mr. Stanio
## 422                                                                Charters, Mr. David
## 423                                                                 Zimmerman, Mr. Leo
## 424                             Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)
## 425                                                        Rosblom, Mr. Viktor Richard
## 426                                                             Wiseman, Mr. Phillippe
## 427                                        Clarke, Mrs. Charles V (Ada Maria Winfield)
## 428                Phillips, Miss. Kate Florence ("Mrs Kate Louise Phillips Marshall")
## 429                                                                   Flynn, Mr. James
## 430                                                 Pickard, Mr. Berk (Berk Trembisky)
## 431                                          Bjornstrom-Steffansson, Mr. Mauritz Hakan
## 432                                  Thorneycroft, Mrs. Percival (Florence Kate White)
## 433                                Louch, Mrs. Charles Alexander (Alice Adelaide Slow)
## 434                                                         Kallio, Mr. Nikolai Erland
## 435                                                          Silvey, Mr. William Baird
## 436                                                          Carter, Miss. Lucile Polk
## 437                                               Ford, Miss. Doolina Margaret "Daisy"
## 438                                              Richards, Mrs. Sidney (Emily Hocking)
## 439                                                                  Fortune, Mr. Mark
## 440                                             Kvillner, Mr. Johan Henrik Johannesson
## 441                                        Hart, Mrs. Benjamin (Esther Ada Bloomfield)
## 442                                                                    Hampe, Mr. Leon
## 443                                                          Petterson, Mr. Johan Emil
## 444                                                          Reynaldo, Ms. Encarnacion
## 445                                                  Johannesen-Bratthammer, Mr. Bernt
## 446                                                          Dodge, Master. Washington
## 447                                                  Mellinger, Miss. Madeleine Violet
## 448                                                        Seward, Mr. Frederic Kimber
## 449                                                     Baclini, Miss. Marie Catherine
## 450                                                     Peuchen, Major. Arthur Godfrey
## 451                                                              West, Mr. Edwy Arthur
## 452                                                    Hagland, Mr. Ingvald Olai Olsen
## 453                                                    Foreman, Mr. Benjamin Laventall
## 454                                                           Goldenberg, Mr. Samuel L
## 455                                                                Peduzzi, Mr. Joseph
## 456                                                                 Jalsevac, Mr. Ivan
## 457                                                          Millet, Mr. Francis Davis
## 458                                                  Kenyon, Mrs. Frederick R (Marion)
## 459                                                                Toomey, Miss. Ellen
## 460                                                              O'Connor, Mr. Maurice
## 461                                                                Anderson, Mr. Harry
## 462                                                                Morley, Mr. William
## 463                                                                  Gee, Mr. Arthur H
## 464                                                       Milling, Mr. Jacob Christian
## 465                                                                 Maisner, Mr. Simon
## 466                                                    Goncalves, Mr. Manuel Estanslas
## 467                                                              Campbell, Mr. William
## 468                                                         Smart, Mr. John Montgomery
## 469                                                                 Scanlan, Mr. James
## 470                                                      Baclini, Miss. Helene Barbara
## 471                                                                  Keefe, Mr. Arthur
## 472                                                                    Cacic, Mr. Luka
## 473                                            West, Mrs. Edwy Arthur (Ada Mary Worth)
## 474                                       Jerwan, Mrs. Amin S (Marie Marthe Thuillard)
## 475                                                        Strandberg, Miss. Ida Sofia
## 476                                                        Clifford, Mr. George Quincy
## 477                                                            Renouf, Mr. Peter Henry
## 478                                                          Braund, Mr. Lewis Richard
## 479                                                          Karlsson, Mr. Nils August
## 480                                                           Hirvonen, Miss. Hildur E
## 481                                                     Goodwin, Master. Harold Victor
## 482                                                   Frost, Mr. Anthony Wood "Archie"
## 483                                                           Rouse, Mr. Richard Henry
## 484                                                             Turkula, Mrs. (Hedwig)
## 485                                                            Bishop, Mr. Dickinson H
## 486                                                             Lefebre, Miss. Jeannie
## 487                                    Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)
## 488                                                            Kent, Mr. Edward Austin
## 489                                                      Somerton, Mr. Francis William
## 490                                              Coutts, Master. Eden Leslie "Neville"
## 491                                               Hagland, Mr. Konrad Mathias Reiersen
## 492                                                                Windelov, Mr. Einar
## 493                                                         Molson, Mr. Harry Markland
## 494                                                            Artagaveytia, Mr. Ramon
## 495                                                         Stanley, Mr. Edward Roland
## 496                                                              Yousseff, Mr. Gerious
## 497                                                     Eustis, Miss. Elizabeth Mussey
## 498                                                    Shellard, Mr. Frederick William
## 499                                    Allison, Mrs. Hudson J C (Bessie Waldo Daniels)
## 500                                                                 Svensson, Mr. Olof
## 501                                                                   Calic, Mr. Petar
## 502                                                                Canavan, Miss. Mary
## 503                                                     O'Sullivan, Miss. Bridget Mary
## 504                                                     Laitinen, Miss. Kristina Sofia
## 505                                                              Maioni, Miss. Roberta
## 506                                         Penasco y Castellana, Mr. Victor de Satode
## 507                                      Quick, Mrs. Frederick Charles (Jane Richards)
## 508                                      Bradley, Mr. George ("George Arthur Brayton")
## 509                                                           Olsen, Mr. Henry Margido
## 510                                                                     Lang, Mr. Fang
## 511                                                           Daly, Mr. Eugene Patrick
## 512                                                                  Webber, Mr. James
## 513                                                          McGough, Mr. James Robert
## 514                                     Rothschild, Mrs. Martin (Elizabeth L. Barrett)
## 515                                                                  Coleff, Mr. Satio
## 516                                                       Walker, Mr. William Anderson
## 517                                                       Lemore, Mrs. (Amelia Milley)
## 518                                                                  Ryan, Mr. Patrick
## 519                               Angle, Mrs. William A (Florence "Mary" Agnes Hughes)
## 520                                                                Pavlovic, Mr. Stefo
## 521                                                              Perreault, Miss. Anne
## 522                                                                    Vovk, Mr. Janko
## 523                                                                 Lahoud, Mr. Sarkis
## 524                                    Hippach, Mrs. Louis Albert (Ida Sophia Fischer)
## 525                                                                  Kassem, Mr. Fared
## 526                                                                 Farrell, Mr. James
## 527                                                               Ridsdale, Miss. Lucy
## 528                                                                 Farthing, Mr. John
## 529                                                          Salonen, Mr. Johan Werner
## 530                                                        Hocking, Mr. Richard George
## 531                                                           Quick, Miss. Phyllis May
## 532                                                                  Toufik, Mr. Nakli
## 533                                                               Elias, Mr. Joseph Jr
## 534                                             Peter, Mrs. Catherine (Catherine Rizk)
## 535                                                                Cacic, Miss. Marija
## 536                                                             Hart, Miss. Eva Miriam
## 537                                                  Butt, Major. Archibald Willingham
## 538                                                                LeRoy, Miss. Bertha
## 539                                                           Risien, Mr. Samuel Beard
## 540                                                 Frolicher, Miss. Hedwig Margaritha
## 541                                                            Crosby, Miss. Harriet R
## 542                                               Andersson, Miss. Ingeborg Constanzia
## 543                                                  Andersson, Miss. Sigrid Elisabeth
## 544                                                                  Beane, Mr. Edward
## 545                                                         Douglas, Mr. Walter Donald
## 546                                                       Nicholson, Mr. Arthur Ernest
## 547                                                  Beane, Mrs. Edward (Ethel Clarke)
## 548                                                         Padro y Manent, Mr. Julian
## 549                                                          Goldsmith, Mr. Frank John
## 550                                                     Davies, Master. John Morgan Jr
## 551                                                        Thayer, Mr. John Borland Jr
## 552                                                        Sharp, Mr. Percival James R
## 553                                                               O'Brien, Mr. Timothy
## 554                                                  Leeni, Mr. Fahim ("Philip Zenni")
## 555                                                                 Ohman, Miss. Velin
## 556                                                                 Wright, Mr. George
## 557                  Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan")
## 558                                                                Robbins, Mr. Victor
## 559                                             Taussig, Mrs. Emil (Tillie Mandelbaum)
## 560                                       de Messemaeker, Mrs. Guillaume Joseph (Emma)
## 561                                                           Morrow, Mr. Thomas Rowan
## 562                                                                  Sivic, Mr. Husein
## 563                                                         Norman, Mr. Robert Douglas
## 564                                                                  Simmons, Mr. John
## 565                                                     Meanwell, Miss. (Marion Ogden)
## 566                                                               Davies, Mr. Alfred J
## 567                                                               Stoytcheff, Mr. Ilia
## 568                                        Palsson, Mrs. Nils (Alma Cornelia Berglund)
## 569                                                                Doharr, Mr. Tannous
## 570                                                                  Jonsson, Mr. Carl
## 571                                                                 Harris, Mr. George
## 572                                      Appleton, Mrs. Edward Dale (Charlotte Lamson)
## 573                                                   Flynn, Mr. John Irwin ("Irving")
## 574                                                                  Kelly, Miss. Mary
## 575                                                       Rush, Mr. Alfred George John
## 576                                                               Patchett, Mr. George
## 577                                                               Garside, Miss. Ethel
## 578                                          Silvey, Mrs. William Baird (Alice Munger)
## 579                                                   Caram, Mrs. Joseph (Maria Elias)
## 580                                                                Jussila, Mr. Eiriik
## 581                                                        Christy, Miss. Julie Rachel
## 582                               Thayer, Mrs. John Borland (Marian Longstreth Morris)
## 583                                                         Downton, Mr. William James
## 584                                                                Ross, Mr. John Hugo
## 585                                                                Paulner, Mr. Uscher
## 586                                                                Taussig, Miss. Ruth
## 587                                                            Jarvis, Mr. John Denzil
## 588                                                   Frolicher-Stehli, Mr. Maxmillian
## 589                                                              Gilinski, Mr. Eliezer
## 590                                                                Murdlin, Mr. Joseph
## 591                                                               Rintamaki, Mr. Matti
## 592                                    Stephenson, Mrs. Walter Bertram (Martha Eustis)
## 593                                                         Elsbury, Mr. William James
## 594                                                                 Bourke, Miss. Mary
## 595                                                            Chapman, Mr. John Henry
## 596                                                        Van Impe, Mr. Jean Baptiste
## 597                                                         Leitch, Miss. Jessie Wills
## 598                                                                Johnson, Mr. Alfred
## 599                                                                  Boulos, Mr. Hanna
## 600                                       Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan")
## 601                                Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)
## 602                                                               Slabenoff, Mr. Petco
## 603                                                          Harrington, Mr. Charles H
## 604                                                          Torber, Mr. Ernst William
## 605                                                    Homer, Mr. Harry ("Mr E Haven")
## 606                                                      Lindell, Mr. Edvard Bengtsson
## 607                                                                  Karaic, Mr. Milan
## 608                                                        Daniel, Mr. Robert Williams
## 609                              Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)
## 610                                                          Shutes, Miss. Elizabeth W
## 611                          Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)
## 612                                                              Jardin, Mr. Jose Neto
## 613                                                        Murphy, Miss. Margaret Jane
## 614                                                                   Horgan, Mr. John
## 615                                                    Brocklebank, Mr. William Alfred
## 616                                                                Herman, Miss. Alice
## 617                                                          Danbom, Mr. Ernst Gilbert
## 618                                    Lobb, Mrs. William Arthur (Cordelia K Stanlick)
## 619                                                        Becker, Miss. Marion Louise
## 620                                                                Gavey, Mr. Lawrence
## 621                                                                Yasbeck, Mr. Antoni
## 622                                                       Kimball, Mr. Edwin Nelson Jr
## 623                                                                   Nakid, Mr. Sahid
## 624                                                        Hansen, Mr. Henry Damsgaard
## 625                                                        Bowen, Mr. David John "Dai"
## 626                                                              Sutton, Mr. Frederick
## 627                                                     Kirkland, Rev. Charles Leonard
## 628                                                      Longley, Miss. Gretchen Fiske
## 629                                                          Bostandyeff, Mr. Guentcho
## 630                                                           O'Connell, Mr. Patrick D
## 631                                               Barkworth, Mr. Algernon Henry Wilson
## 632                                                        Lundahl, Mr. Johan Svensson
## 633                                                          Stahelin-Maeglin, Dr. Max
## 634                                                      Parr, Mr. William Henry Marsh
## 635                                                                 Skoog, Miss. Mabel
## 636                                                                  Davis, Miss. Mary
## 637                                                         Leinonen, Mr. Antti Gustaf
## 638                                                                Collyer, Mr. Harvey
## 639                                             Panula, Mrs. Juha (Maria Emilia Ojala)
## 640                                                         Thorneycroft, Mr. Percival
## 641                                                             Jensen, Mr. Hans Peder
## 642                                                               Sagesser, Mlle. Emma
## 643                                                      Skoog, Miss. Margit Elizabeth
## 644                                                                    Foo, Mr. Choong
## 645                                                             Baclini, Miss. Eugenie
## 646                                                          Harper, Mr. Henry Sleeper
## 647                                                                  Cor, Mr. Liudevit
## 648                                                Simonius-Blumer, Col. Oberst Alfons
## 649                                                                 Willey, Mr. Edward
## 650                                                    Stanley, Miss. Amy Zillah Elsie
## 651                                                                  Mitkoff, Mr. Mito
## 652                                                                Doling, Miss. Elsie
## 653                                                     Kalvik, Mr. Johannes Halvorsen
## 654                                                      O'Leary, Miss. Hanora "Norah"
## 655                                                       Hegarty, Miss. Hanora "Nora"
## 656                                                          Hickman, Mr. Leonard Mark
## 657                                                              Radeff, Mr. Alexander
## 658                                                      Bourke, Mrs. John (Catherine)
## 659                                                       Eitemiller, Mr. George Floyd
## 660                                                         Newell, Mr. Arthur Webster
## 661                                                      Frauenthal, Dr. Henry William
## 662                                                                  Badt, Mr. Mohamed
## 663                                                         Colley, Mr. Edward Pomeroy
## 664                                                                   Coleff, Mr. Peju
## 665                                                        Lindqvist, Mr. Eino William
## 666                                                                 Hickman, Mr. Lewis
## 667                                                        Butler, Mr. Reginald Fenton
## 668                                                         Rommetvedt, Mr. Knud Paust
## 669                                                                    Cook, Mr. Jacob
## 670                                  Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)
## 671                      Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)
## 672                                                             Davidson, Mr. Thornton
## 673                                                        Mitchell, Mr. Henry Michael
## 674                                                              Wilhelms, Mr. Charles
## 675                                                         Watson, Mr. Ennis Hastings
## 676                                                     Edvardsson, Mr. Gustaf Hjalmar
## 677                                                      Sawyer, Mr. Frederick Charles
## 678                                                            Turja, Miss. Anna Sofia
## 679                                            Goodwin, Mrs. Frederick (Augusta Tyler)
## 680                                                 Cardeza, Mr. Thomas Drake Martinez
## 681                                                                Peters, Miss. Katie
## 682                                                                 Hassab, Mr. Hammad
## 683                                                        Olsvigen, Mr. Thor Anderson
## 684                                                        Goodwin, Mr. Charles Edward
## 685                                                  Brown, Mr. Thomas William Solomon
## 686                                             Laroche, Mr. Joseph Philippe Lemercier
## 687                                                           Panula, Mr. Jaako Arnold
## 688                                                                  Dakic, Mr. Branko
## 689                                                    Fischer, Mr. Eberhard Thelander
## 690                                                  Madill, Miss. Georgette Alexandra
## 691                                                            Dick, Mr. Albert Adrian
## 692                                                                 Karun, Miss. Manca
## 693                                                                       Lam, Mr. Ali
## 694                                                                   Saad, Mr. Khalil
## 695                                                                    Weir, Col. John
## 696                                                         Chapman, Mr. Charles Henry
## 697                                                                   Kelly, Mr. James
## 698                                                   Mullens, Miss. Katherine "Katie"
## 699                                                           Thayer, Mr. John Borland
## 700                                           Humblen, Mr. Adolf Mathias Nicolai Olsen
## 701                                  Astor, Mrs. John Jacob (Madeleine Talmadge Force)
## 702                                                   Silverthorne, Mr. Spencer Victor
## 703                                                              Barbara, Miss. Saiide
## 704                                                              Gallagher, Mr. Martin
## 705                                                            Hansen, Mr. Henrik Juul
## 706                                     Morley, Mr. Henry Samuel ("Mr Henry Marshall")
## 707                                                      Kelly, Mrs. Florence "Fannie"
## 708                                                  Calderhead, Mr. Edward Pennington
## 709                                                               Cleaver, Miss. Alice
## 710                                  Moubarek, Master. Halim Gonios ("William George")
## 711                                   Mayne, Mlle. Berthe Antonine ("Mrs de Villiers")
## 712                                                                 Klaber, Mr. Herman
## 713                                                           Taylor, Mr. Elmer Zebley
## 714                                                         Larsson, Mr. August Viktor
## 715                                                              Greenberg, Mr. Samuel
## 716                                         Soholt, Mr. Peter Andreas Lauritz Andersen
## 717                                                      Endres, Miss. Caroline Louise
## 718                                                Troutt, Miss. Edwina Celia "Winnie"
## 719                                                                McEvoy, Mr. Michael
## 720                                                       Johnson, Mr. Malkolm Joackim
## 721                                                  Harper, Miss. Annie Jessie "Nina"
## 722                                                          Jensen, Mr. Svend Lauritz
## 723                                                       Gillespie, Mr. William Henry
## 724                                                            Hodges, Mr. Henry Price
## 725                                                      Chambers, Mr. Norman Campbell
## 726                                                                Oreskovic, Mr. Luka
## 727                                        Renouf, Mrs. Peter Henry (Lillian Jefferys)
## 728                                                           Mannion, Miss. Margareth
## 729                                                    Bryhl, Mr. Kurt Arnold Gottfrid
## 730                                                      Ilmakangas, Miss. Pieta Sofia
## 731                                                      Allen, Miss. Elisabeth Walton
## 732                                                           Hassan, Mr. Houssein G N
## 733                                                               Knight, Mr. Robert J
## 734                                                         Berriman, Mr. William John
## 735                                                       Troupiansky, Mr. Moses Aaron
## 736                                                               Williams, Mr. Leslie
## 737                                            Ford, Mrs. Edward (Margaret Ann Watson)
## 738                                                             Lesurer, Mr. Gustave J
## 739                                                                 Ivanoff, Mr. Kanio
## 740                                                                 Nankoff, Mr. Minko
## 741                                                        Hawksford, Mr. Walter James
## 742                                                      Cavendish, Mr. Tyrell William
## 743                                              Ryerson, Miss. Susan Parker "Suzette"
## 744                                                                  McNamee, Mr. Neal
## 745                                                                 Stranden, Mr. Juho
## 746                                                       Crosby, Capt. Edward Gifford
## 747                                                        Abbott, Mr. Rossmore Edward
## 748                                                              Sinkkonen, Miss. Anna
## 749                                                          Marvin, Mr. Daniel Warner
## 750                                                            Connaghton, Mr. Michael
## 751                                                                  Wells, Miss. Joan
## 752                                                                Moor, Master. Meier
## 753                                                   Vande Velde, Mr. Johannes Joseph
## 754                                                                 Jonkoff, Mr. Lalio
## 755                                                   Herman, Mrs. Samuel (Jane Laver)
## 756                                                          Hamalainen, Master. Viljo
## 757                                                       Carlsson, Mr. August Sigfrid
## 758                                                           Bailey, Mr. Percy Andrew
## 759                                                       Theobald, Mr. Thomas Leonard
## 760                           Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)
## 761                                                                 Garfirth, Mr. John
## 762                                                     Nirva, Mr. Iisakki Antino Aijo
## 763                                                              Barah, Mr. Hanna Assi
## 764                                          Carter, Mrs. William Ernest (Lucile Polk)
## 765                                                             Eklund, Mr. Hans Linus
## 766                                               Hogeboom, Mrs. John C (Anna Andrews)
## 767                                                          Brewe, Dr. Arthur Jackson
## 768                                                                 Mangan, Miss. Mary
## 769                                                                Moran, Mr. Daniel J
## 770                                                   Gronnestad, Mr. Daniel Danielsen
## 771                                                             Lievens, Mr. Rene Aime
## 772                                                            Jensen, Mr. Niels Peder
## 773                                                                  Mack, Mrs. (Mary)
## 774                                                                    Elias, Mr. Dibo
## 775                                              Hocking, Mrs. Elizabeth (Eliza Needs)
## 776                                            Myhrman, Mr. Pehr Fabian Oliver Malkolm
## 777                                                                   Tobin, Mr. Roger
## 778                                                      Emanuel, Miss. Virginia Ethel
## 779                                                            Kilgannon, Mr. Thomas J
## 780                              Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)
## 781                                                               Ayoub, Miss. Banoura
## 782                                          Dick, Mrs. Albert Adrian (Vera Gillespie)
## 783                                                             Long, Mr. Milton Clyde
## 784                                                             Johnston, Mr. Andrew G
## 785                                                                   Ali, Mr. William
## 786                                                 Harmer, Mr. Abraham (David Lishin)
## 787                                                          Sjoblom, Miss. Anna Sofia
## 788                                                          Rice, Master. George Hugh
## 789                                                         Dean, Master. Bertram Vere
## 790                                                           Guggenheim, Mr. Benjamin
## 791                                                           Keane, Mr. Andrew "Andy"
## 792                                                                Gaskell, Mr. Alfred
## 793                                                            Sage, Miss. Stella Anna
## 794                                                           Hoyt, Mr. William Fisher
## 795                                                              Dantcheff, Mr. Ristiu
## 796                                                                 Otter, Mr. Richard
## 797                                                        Leader, Dr. Alice (Farnham)
## 798                                                                   Osman, Mrs. Mara
## 799                                                       Ibrahim Shawah, Mr. Yousseff
## 800                               Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)
## 801                                                               Ponesell, Mr. Martin
## 802                                        Collyer, Mrs. Harvey (Charlotte Annie Tate)
## 803                                                Carter, Master. William Thornton II
## 804                                                    Thomas, Master. Assad Alexander
## 805                                                            Hedman, Mr. Oskar Arvid
## 806                                                          Johansson, Mr. Karl Johan
## 807                                                             Andrews, Mr. Thomas Jr
## 808                                                    Pettersson, Miss. Ellen Natalia
## 809                                                                  Meyer, Mr. August
## 810                                     Chambers, Mrs. Norman Campbell (Bertha Griggs)
## 811                                                             Alexander, Mr. William
## 812                                                                  Lester, Mr. James
## 813                                                          Slemen, Mr. Richard James
## 814                                                 Andersson, Miss. Ebba Iris Alfrida
## 815                                                         Tomlin, Mr. Ernest Portage
## 816                                                                   Fry, Mr. Richard
## 817                                                       Heininen, Miss. Wendla Maria
## 818                                                                 Mallet, Mr. Albert
## 819                                                   Holm, Mr. John Fredrik Alexander
## 820                                                       Skoog, Master. Karl Thorsten
## 821                                 Hays, Mrs. Charles Melville (Clara Jennings Gregg)
## 822                                                                  Lulic, Mr. Nikola
## 823                                                    Reuchlin, Jonkheer. John George
## 824                                                                 Moor, Mrs. (Beila)
## 825                                                       Panula, Master. Urho Abraham
## 826                                                                    Flynn, Mr. John
## 827                                                                       Lam, Mr. Len
## 828                                                              Mallet, Master. Andre
## 829                                                       McCormack, Mr. Thomas Joseph
## 830                                          Stone, Mrs. George Nelson (Martha Evelyn)
## 831                                            Yasbeck, Mrs. Antoni (Selini Alexander)
## 832                                                    Richards, Master. George Sibley
## 833                                                                     Saad, Mr. Amin
## 834                                                             Augustsson, Mr. Albert
## 835                                                             Allum, Mr. Owen George
## 836                                                        Compton, Miss. Sara Rebecca
## 837                                                                   Pasic, Mr. Jakob
## 838                                                                Sirota, Mr. Maurice
## 839                                                                    Chip, Mr. Chang
## 840                                                               Marechal, Mr. Pierre
## 841                                                        Alhomaki, Mr. Ilmari Rudolf
## 842                                                           Mudd, Mr. Thomas Charles
## 843                                                            Serepeca, Miss. Augusta
## 844                                                         Lemberopolous, Mr. Peter L
## 845                                                                Culumovic, Mr. Jeso
## 846                                                                Abbing, Mr. Anthony
## 847                                                           Sage, Mr. Douglas Bullen
## 848                                                                 Markoff, Mr. Marin
## 849                                                                  Harper, Rev. John
## 850                                       Goldenberg, Mrs. Samuel L (Edwiga Grabowska)
## 851                                            Andersson, Master. Sigvard Harald Elias
## 852                                                                Svensson, Mr. Johan
## 853                                                            Boulos, Miss. Nourelain
## 854                                                          Lines, Miss. Mary Conover
## 855                                      Carter, Mrs. Ernest Courtenay (Lilian Hughes)
## 856                                                         Aks, Mrs. Sam (Leah Rosen)
## 857                                         Wick, Mrs. George Dennick (Mary Hitchcock)
## 858                                                             Daly, Mr. Peter Denis 
## 859                                              Baclini, Mrs. Solomon (Latifa Qurban)
## 860                                                                   Razi, Mr. Raihed
## 861                                                            Hansen, Mr. Claus Peter
## 862                                                        Giles, Mr. Frederick Edward
## 863                                Swift, Mrs. Frederick Joel (Margaret Welles Barron)
## 864                                                  Sage, Miss. Dorothy Edith "Dolly"
## 865                                                             Gill, Mr. John William
## 866                                                           Bystrom, Mrs. (Karolina)
## 867                                                       Duran y More, Miss. Asuncion
## 868                                               Roebling, Mr. Washington Augustus II
## 869                                                        van Melkebeke, Mr. Philemon
## 870                                                    Johnson, Master. Harold Theodor
## 871                                                                  Balkic, Mr. Cerin
## 872                                   Beckwith, Mrs. Richard Leonard (Sallie Monypeny)
## 873                                                           Carlsson, Mr. Frans Olof
## 874                                                        Vander Cruyssen, Mr. Victor
## 875                                              Abelson, Mrs. Samuel (Hannah Wizosky)
## 876                                                   Najib, Miss. Adele Kiamie "Jane"
## 877                                                      Gustafsson, Mr. Alfred Ossian
## 878                                                               Petroff, Mr. Nedelio
## 879                                                                 Laleff, Mr. Kristo
## 880                                      Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)
## 881                                       Shelley, Mrs. William (Imanita Parrish Hall)
## 882                                                                 Markun, Mr. Johann
## 883                                                       Dahlberg, Miss. Gerda Ulrika
## 884                                                      Banfield, Mr. Frederick James
## 885                                                             Sutehall, Mr. Henry Jr
## 886                                               Rice, Mrs. William (Margaret Norton)
## 887                                                              Montvila, Rev. Juozas
## 888                                                       Graham, Miss. Margaret Edith
## 889                                           Johnston, Miss. Catherine Helen "Carrie"
## 890                                                              Behr, Mr. Karl Howell
## 891                                                                Dooley, Mr. Patrick
##        Sex   Age SibSp Parch             Ticket     Fare           Cabin
## 1     male 22.00     1     0          A/5 21171   7.2500                
## 2   female 38.00     1     0           PC 17599  71.2833             C85
## 3   female 26.00     0     0   STON/O2. 3101282   7.9250                
## 4   female 35.00     1     0             113803  53.1000            C123
## 5     male 35.00     0     0             373450   8.0500                
## 6     male    NA     0     0             330877   8.4583                
## 7     male 54.00     0     0              17463  51.8625             E46
## 8     male  2.00     3     1             349909  21.0750                
## 9   female 27.00     0     2             347742  11.1333                
## 10  female 14.00     1     0             237736  30.0708                
## 11  female  4.00     1     1            PP 9549  16.7000              G6
## 12  female 58.00     0     0             113783  26.5500            C103
## 13    male 20.00     0     0          A/5. 2151   8.0500                
## 14    male 39.00     1     5             347082  31.2750                
## 15  female 14.00     0     0             350406   7.8542                
## 16  female 55.00     0     0             248706  16.0000                
## 17    male  2.00     4     1             382652  29.1250                
## 18    male    NA     0     0             244373  13.0000                
## 19  female 31.00     1     0             345763  18.0000                
## 20  female    NA     0     0               2649   7.2250                
## 21    male 35.00     0     0             239865  26.0000                
## 22    male 34.00     0     0             248698  13.0000             D56
## 23  female 15.00     0     0             330923   8.0292                
## 24    male 28.00     0     0             113788  35.5000              A6
## 25  female  8.00     3     1             349909  21.0750                
## 26  female 38.00     1     5             347077  31.3875                
## 27    male    NA     0     0               2631   7.2250                
## 28    male 19.00     3     2              19950 263.0000     C23 C25 C27
## 29  female    NA     0     0             330959   7.8792                
## 30    male    NA     0     0             349216   7.8958                
## 31    male 40.00     0     0           PC 17601  27.7208                
## 32  female    NA     1     0           PC 17569 146.5208             B78
## 33  female    NA     0     0             335677   7.7500                
## 34    male 66.00     0     0         C.A. 24579  10.5000                
## 35    male 28.00     1     0           PC 17604  82.1708                
## 36    male 42.00     1     0             113789  52.0000                
## 37    male    NA     0     0               2677   7.2292                
## 38    male 21.00     0     0         A./5. 2152   8.0500                
## 39  female 18.00     2     0             345764  18.0000                
## 40  female 14.00     1     0               2651  11.2417                
## 41  female 40.00     1     0               7546   9.4750                
## 42  female 27.00     1     0              11668  21.0000                
## 43    male    NA     0     0             349253   7.8958                
## 44  female  3.00     1     2      SC/Paris 2123  41.5792                
## 45  female 19.00     0     0             330958   7.8792                
## 46    male    NA     0     0    S.C./A.4. 23567   8.0500                
## 47    male    NA     1     0             370371  15.5000                
## 48  female    NA     0     0              14311   7.7500                
## 49    male    NA     2     0               2662  21.6792                
## 50  female 18.00     1     0             349237  17.8000                
## 51    male  7.00     4     1            3101295  39.6875                
## 52    male 21.00     0     0         A/4. 39886   7.8000                
## 53  female 49.00     1     0           PC 17572  76.7292             D33
## 54  female 29.00     1     0               2926  26.0000                
## 55    male 65.00     0     1             113509  61.9792             B30
## 56    male    NA     0     0              19947  35.5000             C52
## 57  female 21.00     0     0         C.A. 31026  10.5000                
## 58    male 28.50     0     0               2697   7.2292                
## 59  female  5.00     1     2         C.A. 34651  27.7500                
## 60    male 11.00     5     2            CA 2144  46.9000                
## 61    male 22.00     0     0               2669   7.2292                
## 62  female 38.00     0     0             113572  80.0000             B28
## 63    male 45.00     1     0              36973  83.4750             C83
## 64    male  4.00     3     2             347088  27.9000                
## 65    male    NA     0     0           PC 17605  27.7208                
## 66    male    NA     1     1               2661  15.2458                
## 67  female 29.00     0     0         C.A. 29395  10.5000             F33
## 68    male 19.00     0     0          S.P. 3464   8.1583                
## 69  female 17.00     4     2            3101281   7.9250                
## 70    male 26.00     2     0             315151   8.6625                
## 71    male 32.00     0     0         C.A. 33111  10.5000                
## 72  female 16.00     5     2            CA 2144  46.9000                
## 73    male 21.00     0     0       S.O.C. 14879  73.5000                
## 74    male 26.00     1     0               2680  14.4542                
## 75    male 32.00     0     0               1601  56.4958                
## 76    male 25.00     0     0             348123   7.6500           F G73
## 77    male    NA     0     0             349208   7.8958                
## 78    male    NA     0     0             374746   8.0500                
## 79    male  0.83     0     2             248738  29.0000                
## 80  female 30.00     0     0             364516  12.4750                
## 81    male 22.00     0     0             345767   9.0000                
## 82    male 29.00     0     0             345779   9.5000                
## 83  female    NA     0     0             330932   7.7875                
## 84    male 28.00     0     0             113059  47.1000                
## 85  female 17.00     0     0         SO/C 14885  10.5000                
## 86  female 33.00     3     0            3101278  15.8500                
## 87    male 16.00     1     3         W./C. 6608  34.3750                
## 88    male    NA     0     0    SOTON/OQ 392086   8.0500                
## 89  female 23.00     3     2              19950 263.0000     C23 C25 C27
## 90    male 24.00     0     0             343275   8.0500                
## 91    male 29.00     0     0             343276   8.0500                
## 92    male 20.00     0     0             347466   7.8542                
## 93    male 46.00     1     0        W.E.P. 5734  61.1750             E31
## 94    male 26.00     1     2          C.A. 2315  20.5750                
## 95    male 59.00     0     0             364500   7.2500                
## 96    male    NA     0     0             374910   8.0500                
## 97    male 71.00     0     0           PC 17754  34.6542              A5
## 98    male 23.00     0     1           PC 17759  63.3583         D10 D12
## 99  female 34.00     0     1             231919  23.0000                
## 100   male 34.00     1     0             244367  26.0000                
## 101 female 28.00     0     0             349245   7.8958                
## 102   male    NA     0     0             349215   7.8958                
## 103   male 21.00     0     1              35281  77.2875             D26
## 104   male 33.00     0     0               7540   8.6542                
## 105   male 37.00     2     0            3101276   7.9250                
## 106   male 28.00     0     0             349207   7.8958                
## 107 female 21.00     0     0             343120   7.6500                
## 108   male    NA     0     0             312991   7.7750                
## 109   male 38.00     0     0             349249   7.8958                
## 110 female    NA     1     0             371110  24.1500                
## 111   male 47.00     0     0             110465  52.0000            C110
## 112 female 14.50     1     0               2665  14.4542                
## 113   male 22.00     0     0             324669   8.0500                
## 114 female 20.00     1     0               4136   9.8250                
## 115 female 17.00     0     0               2627  14.4583                
## 116   male 21.00     0     0  STON/O 2. 3101294   7.9250                
## 117   male 70.50     0     0             370369   7.7500                
## 118   male 29.00     1     0              11668  21.0000                
## 119   male 24.00     0     1           PC 17558 247.5208         B58 B60
## 120 female  2.00     4     2             347082  31.2750                
## 121   male 21.00     2     0       S.O.C. 14879  73.5000                
## 122   male    NA     0     0          A4. 54510   8.0500                
## 123   male 32.50     1     0             237736  30.0708                
## 124 female 32.50     0     0              27267  13.0000            E101
## 125   male 54.00     0     1              35281  77.2875             D26
## 126   male 12.00     1     0               2651  11.2417                
## 127   male    NA     0     0             370372   7.7500                
## 128   male 24.00     0     0            C 17369   7.1417                
## 129 female    NA     1     1               2668  22.3583           F E69
## 130   male 45.00     0     0             347061   6.9750                
## 131   male 33.00     0     0             349241   7.8958                
## 132   male 20.00     0     0 SOTON/O.Q. 3101307   7.0500                
## 133 female 47.00     1     0          A/5. 3337  14.5000                
## 134 female 29.00     1     0             228414  26.0000                
## 135   male 25.00     0     0         C.A. 29178  13.0000                
## 136   male 23.00     0     0      SC/PARIS 2133  15.0458                
## 137 female 19.00     0     2              11752  26.2833             D47
## 138   male 37.00     1     0             113803  53.1000            C123
## 139   male 16.00     0     0               7534   9.2167                
## 140   male 24.00     0     0           PC 17593  79.2000             B86
## 141 female    NA     0     2               2678  15.2458                
## 142 female 22.00     0     0             347081   7.7500                
## 143 female 24.00     1     0   STON/O2. 3101279  15.8500                
## 144   male 19.00     0     0             365222   6.7500                
## 145   male 18.00     0     0             231945  11.5000                
## 146   male 19.00     1     1         C.A. 33112  36.7500                
## 147   male 27.00     0     0             350043   7.7958                
## 148 female  9.00     2     2         W./C. 6608  34.3750                
## 149   male 36.50     0     2             230080  26.0000              F2
## 150   male 42.00     0     0             244310  13.0000                
## 151   male 51.00     0     0        S.O.P. 1166  12.5250                
## 152 female 22.00     1     0             113776  66.6000              C2
## 153   male 55.50     0     0         A.5. 11206   8.0500                
## 154   male 40.50     0     2           A/5. 851  14.5000                
## 155   male    NA     0     0          Fa 265302   7.3125                
## 156   male 51.00     0     1           PC 17597  61.3792                
## 157 female 16.00     0     0              35851   7.7333                
## 158   male 30.00     0     0    SOTON/OQ 392090   8.0500                
## 159   male    NA     0     0             315037   8.6625                
## 160   male    NA     8     2           CA. 2343  69.5500                
## 161   male 44.00     0     1             371362  16.1000                
## 162 female 40.00     0     0         C.A. 33595  15.7500                
## 163   male 26.00     0     0             347068   7.7750                
## 164   male 17.00     0     0             315093   8.6625                
## 165   male  1.00     4     1            3101295  39.6875                
## 166   male  9.00     0     2             363291  20.5250                
## 167 female    NA     0     1             113505  55.0000             E33
## 168 female 45.00     1     4             347088  27.9000                
## 169   male    NA     0     0           PC 17318  25.9250                
## 170   male 28.00     0     0               1601  56.4958                
## 171   male 61.00     0     0             111240  33.5000             B19
## 172   male  4.00     4     1             382652  29.1250                
## 173 female  1.00     1     1             347742  11.1333                
## 174   male 21.00     0     0  STON/O 2. 3101280   7.9250                
## 175   male 56.00     0     0              17764  30.6958              A7
## 176   male 18.00     1     1             350404   7.8542                
## 177   male    NA     3     1               4133  25.4667                
## 178 female 50.00     0     0           PC 17595  28.7125             C49
## 179   male 30.00     0     0             250653  13.0000                
## 180   male 36.00     0     0               LINE   0.0000                
## 181 female    NA     8     2           CA. 2343  69.5500                
## 182   male    NA     0     0      SC/PARIS 2131  15.0500                
## 183   male  9.00     4     2             347077  31.3875                
## 184   male  1.00     2     1             230136  39.0000              F4
## 185 female  4.00     0     2             315153  22.0250                
## 186   male    NA     0     0             113767  50.0000             A32
## 187 female    NA     1     0             370365  15.5000                
## 188   male 45.00     0     0             111428  26.5500                
## 189   male 40.00     1     1             364849  15.5000                
## 190   male 36.00     0     0             349247   7.8958                
## 191 female 32.00     0     0             234604  13.0000                
## 192   male 19.00     0     0              28424  13.0000                
## 193 female 19.00     1     0             350046   7.8542                
## 194   male  3.00     1     1             230080  26.0000              F2
## 195 female 44.00     0     0           PC 17610  27.7208              B4
## 196 female 58.00     0     0           PC 17569 146.5208             B80
## 197   male    NA     0     0             368703   7.7500                
## 198   male 42.00     0     1               4579   8.4042                
## 199 female    NA     0     0             370370   7.7500                
## 200 female 24.00     0     0             248747  13.0000                
## 201   male 28.00     0     0             345770   9.5000                
## 202   male    NA     8     2           CA. 2343  69.5500                
## 203   male 34.00     0     0            3101264   6.4958                
## 204   male 45.50     0     0               2628   7.2250                
## 205   male 18.00     0     0           A/5 3540   8.0500                
## 206 female  2.00     0     1             347054  10.4625              G6
## 207   male 32.00     1     0            3101278  15.8500                
## 208   male 26.00     0     0               2699  18.7875                
## 209 female 16.00     0     0             367231   7.7500                
## 210   male 40.00     0     0             112277  31.0000             A31
## 211   male 24.00     0     0 SOTON/O.Q. 3101311   7.0500                
## 212 female 35.00     0     0       F.C.C. 13528  21.0000                
## 213   male 22.00     0     0          A/5 21174   7.2500                
## 214   male 30.00     0     0             250646  13.0000                
## 215   male    NA     1     0             367229   7.7500                
## 216 female 31.00     1     0              35273 113.2750             D36
## 217 female 27.00     0     0   STON/O2. 3101283   7.9250                
## 218   male 42.00     1     0             243847  27.0000                
## 219 female 32.00     0     0              11813  76.2917             D15
## 220   male 30.00     0     0          W/C 14208  10.5000                
## 221   male 16.00     0     0    SOTON/OQ 392089   8.0500                
## 222   male 27.00     0     0             220367  13.0000                
## 223   male 51.00     0     0              21440   8.0500                
## 224   male    NA     0     0             349234   7.8958                
## 225   male 38.00     1     0              19943  90.0000             C93
## 226   male 22.00     0     0            PP 4348   9.3500                
## 227   male 19.00     0     0          SW/PP 751  10.5000                
## 228   male 20.50     0     0          A/5 21173   7.2500                
## 229   male 18.00     0     0             236171  13.0000                
## 230 female    NA     3     1               4133  25.4667                
## 231 female 35.00     1     0              36973  83.4750             C83
## 232   male 29.00     0     0             347067   7.7750                
## 233   male 59.00     0     0             237442  13.5000                
## 234 female  5.00     4     2             347077  31.3875                
## 235   male 24.00     0     0         C.A. 29566  10.5000                
## 236 female    NA     0     0         W./C. 6609   7.5500                
## 237   male 44.00     1     0              26707  26.0000                
## 238 female  8.00     0     2         C.A. 31921  26.2500                
## 239   male 19.00     0     0              28665  10.5000                
## 240   male 33.00     0     0         SCO/W 1585  12.2750                
## 241 female    NA     1     0               2665  14.4542                
## 242 female    NA     1     0             367230  15.5000                
## 243   male 29.00     0     0        W./C. 14263  10.5000                
## 244   male 22.00     0     0  STON/O 2. 3101275   7.1250                
## 245   male 30.00     0     0               2694   7.2250                
## 246   male 44.00     2     0              19928  90.0000             C78
## 247 female 25.00     0     0             347071   7.7750                
## 248 female 24.00     0     2             250649  14.5000                
## 249   male 37.00     1     1              11751  52.5542             D35
## 250   male 54.00     1     0             244252  26.0000                
## 251   male    NA     0     0             362316   7.2500                
## 252 female 29.00     1     1             347054  10.4625              G6
## 253   male 62.00     0     0             113514  26.5500             C87
## 254   male 30.00     1     0          A/5. 3336  16.1000                
## 255 female 41.00     0     2             370129  20.2125                
## 256 female 29.00     0     2               2650  15.2458                
## 257 female    NA     0     0           PC 17585  79.2000                
## 258 female 30.00     0     0             110152  86.5000             B77
## 259 female 35.00     0     0           PC 17755 512.3292                
## 260 female 50.00     0     1             230433  26.0000                
## 261   male    NA     0     0             384461   7.7500                
## 262   male  3.00     4     2             347077  31.3875                
## 263   male 52.00     1     1             110413  79.6500             E67
## 264   male 40.00     0     0             112059   0.0000             B94
## 265 female    NA     0     0             382649   7.7500                
## 266   male 36.00     0     0         C.A. 17248  10.5000                
## 267   male 16.00     4     1            3101295  39.6875                
## 268   male 25.00     1     0             347083   7.7750                
## 269 female 58.00     0     1           PC 17582 153.4625            C125
## 270 female 35.00     0     0           PC 17760 135.6333             C99
## 271   male    NA     0     0             113798  31.0000                
## 272   male 25.00     0     0               LINE   0.0000                
## 273 female 41.00     0     1             250644  19.5000                
## 274   male 37.00     0     1           PC 17596  29.7000            C118
## 275 female    NA     0     0             370375   7.7500                
## 276 female 63.00     1     0              13502  77.9583              D7
## 277 female 45.00     0     0             347073   7.7500                
## 278   male    NA     0     0             239853   0.0000                
## 279   male  7.00     4     1             382652  29.1250                
## 280 female 35.00     1     1          C.A. 2673  20.2500                
## 281   male 65.00     0     0             336439   7.7500                
## 282   male 28.00     0     0             347464   7.8542                
## 283   male 16.00     0     0             345778   9.5000                
## 284   male 19.00     0     0         A/5. 10482   8.0500                
## 285   male    NA     0     0             113056  26.0000             A19
## 286   male 33.00     0     0             349239   8.6625                
## 287   male 30.00     0     0             345774   9.5000                
## 288   male 22.00     0     0             349206   7.8958                
## 289   male 42.00     0     0             237798  13.0000                
## 290 female 22.00     0     0             370373   7.7500                
## 291 female 26.00     0     0              19877  78.8500                
## 292 female 19.00     1     0              11967  91.0792             B49
## 293   male 36.00     0     0      SC/Paris 2163  12.8750               D
## 294 female 24.00     0     0             349236   8.8500                
## 295   male 24.00     0     0             349233   7.8958                
## 296   male    NA     0     0           PC 17612  27.7208                
## 297   male 23.50     0     0               2693   7.2292                
## 298 female  2.00     1     2             113781 151.5500         C22 C26
## 299   male    NA     0     0              19988  30.5000            C106
## 300 female 50.00     0     1           PC 17558 247.5208         B58 B60
## 301 female    NA     0     0               9234   7.7500                
## 302   male    NA     2     0             367226  23.2500                
## 303   male 19.00     0     0               LINE   0.0000                
## 304 female    NA     0     0             226593  12.3500            E101
## 305   male    NA     0     0           A/5 2466   8.0500                
## 306   male  0.92     1     2             113781 151.5500         C22 C26
## 307 female    NA     0     0              17421 110.8833                
## 308 female 17.00     1     0           PC 17758 108.9000             C65
## 309   male 30.00     1     0          P/PP 3381  24.0000                
## 310 female 30.00     0     0           PC 17485  56.9292             E36
## 311 female 24.00     0     0              11767  83.1583             C54
## 312 female 18.00     2     2           PC 17608 262.3750 B57 B59 B63 B66
## 313 female 26.00     1     1             250651  26.0000                
## 314   male 28.00     0     0             349243   7.8958                
## 315   male 43.00     1     1       F.C.C. 13529  26.2500                
## 316 female 26.00     0     0             347470   7.8542                
## 317 female 24.00     1     0             244367  26.0000                
## 318   male 54.00     0     0              29011  14.0000                
## 319 female 31.00     0     2              36928 164.8667              C7
## 320 female 40.00     1     1              16966 134.5000             E34
## 321   male 22.00     0     0          A/5 21172   7.2500                
## 322   male 27.00     0     0             349219   7.8958                
## 323 female 30.00     0     0             234818  12.3500                
## 324 female 22.00     1     1             248738  29.0000                
## 325   male    NA     8     2           CA. 2343  69.5500                
## 326 female 36.00     0     0           PC 17760 135.6333             C32
## 327   male 61.00     0     0             345364   6.2375                
## 328 female 36.00     0     0              28551  13.0000               D
## 329 female 31.00     1     1             363291  20.5250                
## 330 female 16.00     0     1             111361  57.9792             B18
## 331 female    NA     2     0             367226  23.2500                
## 332   male 45.50     0     0             113043  28.5000            C124
## 333   male 38.00     0     1           PC 17582 153.4625             C91
## 334   male 16.00     2     0             345764  18.0000                
## 335 female    NA     1     0           PC 17611 133.6500                
## 336   male    NA     0     0             349225   7.8958                
## 337   male 29.00     1     0             113776  66.6000              C2
## 338 female 41.00     0     0              16966 134.5000             E40
## 339   male 45.00     0     0               7598   8.0500                
## 340   male 45.00     0     0             113784  35.5000               T
## 341   male  2.00     1     1             230080  26.0000              F2
## 342 female 24.00     3     2              19950 263.0000     C23 C25 C27
## 343   male 28.00     0     0             248740  13.0000                
## 344   male 25.00     0     0             244361  13.0000                
## 345   male 36.00     0     0             229236  13.0000                
## 346 female 24.00     0     0             248733  13.0000             F33
## 347 female 40.00     0     0              31418  13.0000                
## 348 female    NA     1     0             386525  16.1000                
## 349   male  3.00     1     1         C.A. 37671  15.9000                
## 350   male 42.00     0     0             315088   8.6625                
## 351   male 23.00     0     0               7267   9.2250                
## 352   male    NA     0     0             113510  35.0000            C128
## 353   male 15.00     1     1               2695   7.2292                
## 354   male 25.00     1     0             349237  17.8000                
## 355   male    NA     0     0               2647   7.2250                
## 356   male 28.00     0     0             345783   9.5000                
## 357 female 22.00     0     1             113505  55.0000             E33
## 358 female 38.00     0     0             237671  13.0000                
## 359 female    NA     0     0             330931   7.8792                
## 360 female    NA     0     0             330980   7.8792                
## 361   male 40.00     1     4             347088  27.9000                
## 362   male 29.00     1     0      SC/PARIS 2167  27.7208                
## 363 female 45.00     0     1               2691  14.4542                
## 364   male 35.00     0     0 SOTON/O.Q. 3101310   7.0500                
## 365   male    NA     1     0             370365  15.5000                
## 366   male 30.00     0     0             C 7076   7.2500                
## 367 female 60.00     1     0             110813  75.2500             D37
## 368 female    NA     0     0               2626   7.2292                
## 369 female    NA     0     0              14313   7.7500                
## 370 female 24.00     0     0           PC 17477  69.3000             B35
## 371   male 25.00     1     0              11765  55.4417             E50
## 372   male 18.00     1     0            3101267   6.4958                
## 373   male 19.00     0     0             323951   8.0500                
## 374   male 22.00     0     0           PC 17760 135.6333                
## 375 female  3.00     3     1             349909  21.0750                
## 376 female    NA     1     0           PC 17604  82.1708                
## 377 female 22.00     0     0             C 7077   7.2500                
## 378   male 27.00     0     2             113503 211.5000             C82
## 379   male 20.00     0     0               2648   4.0125                
## 380   male 19.00     0     0             347069   7.7750                
## 381 female 42.00     0     0           PC 17757 227.5250                
## 382 female  1.00     0     2               2653  15.7417                
## 383   male 32.00     0     0  STON/O 2. 3101293   7.9250                
## 384 female 35.00     1     0             113789  52.0000                
## 385   male    NA     0     0             349227   7.8958                
## 386   male 18.00     0     0       S.O.C. 14879  73.5000                
## 387   male  1.00     5     2            CA 2144  46.9000                
## 388 female 36.00     0     0              27849  13.0000                
## 389   male    NA     0     0             367655   7.7292                
## 390 female 17.00     0     0            SC 1748  12.0000                
## 391   male 36.00     1     2             113760 120.0000         B96 B98
## 392   male 21.00     0     0             350034   7.7958                
## 393   male 28.00     2     0            3101277   7.9250                
## 394 female 23.00     1     0              35273 113.2750             D36
## 395 female 24.00     0     2            PP 9549  16.7000              G6
## 396   male 22.00     0     0             350052   7.7958                
## 397 female 31.00     0     0             350407   7.8542                
## 398   male 46.00     0     0              28403  26.0000                
## 399   male 23.00     0     0             244278  10.5000                
## 400 female 28.00     0     0             240929  12.6500                
## 401   male 39.00     0     0  STON/O 2. 3101289   7.9250                
## 402   male 26.00     0     0             341826   8.0500                
## 403 female 21.00     1     0               4137   9.8250                
## 404   male 28.00     1     0   STON/O2. 3101279  15.8500                
## 405 female 20.00     0     0             315096   8.6625                
## 406   male 34.00     1     0              28664  21.0000                
## 407   male 51.00     0     0             347064   7.7500                
## 408   male  3.00     1     1              29106  18.7500                
## 409   male 21.00     0     0             312992   7.7750                
## 410 female    NA     3     1               4133  25.4667                
## 411   male    NA     0     0             349222   7.8958                
## 412   male    NA     0     0             394140   6.8583                
## 413 female 33.00     1     0              19928  90.0000             C78
## 414   male    NA     0     0             239853   0.0000                
## 415   male 44.00     0     0  STON/O 2. 3101269   7.9250                
## 416 female    NA     0     0             343095   8.0500                
## 417 female 34.00     1     1              28220  32.5000                
## 418 female 18.00     0     2             250652  13.0000                
## 419   male 30.00     0     0              28228  13.0000                
## 420 female 10.00     0     2             345773  24.1500                
## 421   male    NA     0     0             349254   7.8958                
## 422   male 21.00     0     0         A/5. 13032   7.7333                
## 423   male 29.00     0     0             315082   7.8750                
## 424 female 28.00     1     1             347080  14.4000                
## 425   male 18.00     1     1             370129  20.2125                
## 426   male    NA     0     0         A/4. 34244   7.2500                
## 427 female 28.00     1     0               2003  26.0000                
## 428 female 19.00     0     0             250655  26.0000                
## 429   male    NA     0     0             364851   7.7500                
## 430   male 32.00     0     0  SOTON/O.Q. 392078   8.0500             E10
## 431   male 28.00     0     0             110564  26.5500             C52
## 432 female    NA     1     0             376564  16.1000                
## 433 female 42.00     1     0         SC/AH 3085  26.0000                
## 434   male 17.00     0     0  STON/O 2. 3101274   7.1250                
## 435   male 50.00     1     0              13507  55.9000             E44
## 436 female 14.00     1     2             113760 120.0000         B96 B98
## 437 female 21.00     2     2         W./C. 6608  34.3750                
## 438 female 24.00     2     3              29106  18.7500                
## 439   male 64.00     1     4              19950 263.0000     C23 C25 C27
## 440   male 31.00     0     0         C.A. 18723  10.5000                
## 441 female 45.00     1     1       F.C.C. 13529  26.2500                
## 442   male 20.00     0     0             345769   9.5000                
## 443   male 25.00     1     0             347076   7.7750                
## 444 female 28.00     0     0             230434  13.0000                
## 445   male    NA     0     0              65306   8.1125                
## 446   male  4.00     0     2              33638  81.8583             A34
## 447 female 13.00     0     1             250644  19.5000                
## 448   male 34.00     0     0             113794  26.5500                
## 449 female  5.00     2     1               2666  19.2583                
## 450   male 52.00     0     0             113786  30.5000            C104
## 451   male 36.00     1     2         C.A. 34651  27.7500                
## 452   male    NA     1     0              65303  19.9667                
## 453   male 30.00     0     0             113051  27.7500            C111
## 454   male 49.00     1     0              17453  89.1042             C92
## 455   male    NA     0     0           A/5 2817   8.0500                
## 456   male 29.00     0     0             349240   7.8958                
## 457   male 65.00     0     0              13509  26.5500             E38
## 458 female    NA     1     0              17464  51.8625             D21
## 459 female 50.00     0     0       F.C.C. 13531  10.5000                
## 460   male    NA     0     0             371060   7.7500                
## 461   male 48.00     0     0              19952  26.5500             E12
## 462   male 34.00     0     0             364506   8.0500                
## 463   male 47.00     0     0             111320  38.5000             E63
## 464   male 48.00     0     0             234360  13.0000                
## 465   male    NA     0     0           A/S 2816   8.0500                
## 466   male 38.00     0     0 SOTON/O.Q. 3101306   7.0500                
## 467   male    NA     0     0             239853   0.0000                
## 468   male 56.00     0     0             113792  26.5500                
## 469   male    NA     0     0              36209   7.7250                
## 470 female  0.75     2     1               2666  19.2583                
## 471   male    NA     0     0             323592   7.2500                
## 472   male 38.00     0     0             315089   8.6625                
## 473 female 33.00     1     2         C.A. 34651  27.7500                
## 474 female 23.00     0     0    SC/AH Basle 541  13.7917               D
## 475 female 22.00     0     0               7553   9.8375                
## 476   male    NA     0     0             110465  52.0000             A14
## 477   male 34.00     1     0              31027  21.0000                
## 478   male 29.00     1     0               3460   7.0458                
## 479   male 22.00     0     0             350060   7.5208                
## 480 female  2.00     0     1            3101298  12.2875                
## 481   male  9.00     5     2            CA 2144  46.9000                
## 482   male    NA     0     0             239854   0.0000                
## 483   male 50.00     0     0           A/5 3594   8.0500                
## 484 female 63.00     0     0               4134   9.5875                
## 485   male 25.00     1     0              11967  91.0792             B49
## 486 female    NA     3     1               4133  25.4667                
## 487 female 35.00     1     0              19943  90.0000             C93
## 488   male 58.00     0     0              11771  29.7000             B37
## 489   male 30.00     0     0         A.5. 18509   8.0500                
## 490   male  9.00     1     1         C.A. 37671  15.9000                
## 491   male    NA     1     0              65304  19.9667                
## 492   male 21.00     0     0   SOTON/OQ 3101317   7.2500                
## 493   male 55.00     0     0             113787  30.5000             C30
## 494   male 71.00     0     0           PC 17609  49.5042                
## 495   male 21.00     0     0          A/4 45380   8.0500                
## 496   male    NA     0     0               2627  14.4583                
## 497 female 54.00     1     0              36947  78.2667             D20
## 498   male    NA     0     0          C.A. 6212  15.1000                
## 499 female 25.00     1     2             113781 151.5500         C22 C26
## 500   male 24.00     0     0             350035   7.7958                
## 501   male 17.00     0     0             315086   8.6625                
## 502 female 21.00     0     0             364846   7.7500                
## 503 female    NA     0     0             330909   7.6292                
## 504 female 37.00     0     0               4135   9.5875                
## 505 female 16.00     0     0             110152  86.5000             B79
## 506   male 18.00     1     0           PC 17758 108.9000             C65
## 507 female 33.00     0     2              26360  26.0000                
## 508   male    NA     0     0             111427  26.5500                
## 509   male 28.00     0     0             C 4001  22.5250                
## 510   male 26.00     0     0               1601  56.4958                
## 511   male 29.00     0     0             382651   7.7500                
## 512   male    NA     0     0   SOTON/OQ 3101316   8.0500                
## 513   male 36.00     0     0           PC 17473  26.2875             E25
## 514 female 54.00     1     0           PC 17603  59.4000                
## 515   male 24.00     0     0             349209   7.4958                
## 516   male 47.00     0     0              36967  34.0208             D46
## 517 female 34.00     0     0         C.A. 34260  10.5000             F33
## 518   male    NA     0     0             371110  24.1500                
## 519 female 36.00     1     0             226875  26.0000                
## 520   male 32.00     0     0             349242   7.8958                
## 521 female 30.00     0     0              12749  93.5000             B73
## 522   male 22.00     0     0             349252   7.8958                
## 523   male    NA     0     0               2624   7.2250                
## 524 female 44.00     0     1             111361  57.9792             B18
## 525   male    NA     0     0               2700   7.2292                
## 526   male 40.50     0     0             367232   7.7500                
## 527 female 50.00     0     0        W./C. 14258  10.5000                
## 528   male    NA     0     0           PC 17483 221.7792             C95
## 529   male 39.00     0     0            3101296   7.9250                
## 530   male 23.00     2     1              29104  11.5000                
## 531 female  2.00     1     1              26360  26.0000                
## 532   male    NA     0     0               2641   7.2292                
## 533   male 17.00     1     1               2690   7.2292                
## 534 female    NA     0     2               2668  22.3583                
## 535 female 30.00     0     0             315084   8.6625                
## 536 female  7.00     0     2       F.C.C. 13529  26.2500                
## 537   male 45.00     0     0             113050  26.5500             B38
## 538 female 30.00     0     0           PC 17761 106.4250                
## 539   male    NA     0     0             364498  14.5000                
## 540 female 22.00     0     2              13568  49.5000             B39
## 541 female 36.00     0     2          WE/P 5735  71.0000             B22
## 542 female  9.00     4     2             347082  31.2750                
## 543 female 11.00     4     2             347082  31.2750                
## 544   male 32.00     1     0               2908  26.0000                
## 545   male 50.00     1     0           PC 17761 106.4250             C86
## 546   male 64.00     0     0                693  26.0000                
## 547 female 19.00     1     0               2908  26.0000                
## 548   male    NA     0     0      SC/PARIS 2146  13.8625                
## 549   male 33.00     1     1             363291  20.5250                
## 550   male  8.00     1     1         C.A. 33112  36.7500                
## 551   male 17.00     0     2              17421 110.8833             C70
## 552   male 27.00     0     0             244358  26.0000                
## 553   male    NA     0     0             330979   7.8292                
## 554   male 22.00     0     0               2620   7.2250                
## 555 female 22.00     0     0             347085   7.7750                
## 556   male 62.00     0     0             113807  26.5500                
## 557 female 48.00     1     0              11755  39.6000             A16
## 558   male    NA     0     0           PC 17757 227.5250                
## 559 female 39.00     1     1             110413  79.6500             E67
## 560 female 36.00     1     0             345572  17.4000                
## 561   male    NA     0     0             372622   7.7500                
## 562   male 40.00     0     0             349251   7.8958                
## 563   male 28.00     0     0             218629  13.5000                
## 564   male    NA     0     0    SOTON/OQ 392082   8.0500                
## 565 female    NA     0     0  SOTON/O.Q. 392087   8.0500                
## 566   male 24.00     2     0          A/4 48871  24.1500                
## 567   male 19.00     0     0             349205   7.8958                
## 568 female 29.00     0     4             349909  21.0750                
## 569   male    NA     0     0               2686   7.2292                
## 570   male 32.00     0     0             350417   7.8542                
## 571   male 62.00     0     0        S.W./PP 752  10.5000                
## 572 female 53.00     2     0              11769  51.4792            C101
## 573   male 36.00     0     0           PC 17474  26.3875             E25
## 574 female    NA     0     0              14312   7.7500                
## 575   male 16.00     0     0         A/4. 20589   8.0500                
## 576   male 19.00     0     0             358585  14.5000                
## 577 female 34.00     0     0             243880  13.0000                
## 578 female 39.00     1     0              13507  55.9000             E44
## 579 female    NA     1     0               2689  14.4583                
## 580   male 32.00     0     0  STON/O 2. 3101286   7.9250                
## 581 female 25.00     1     1             237789  30.0000                
## 582 female 39.00     1     1              17421 110.8833             C68
## 583   male 54.00     0     0              28403  26.0000                
## 584   male 36.00     0     0              13049  40.1250             A10
## 585   male    NA     0     0               3411   8.7125                
## 586 female 18.00     0     2             110413  79.6500             E68
## 587   male 47.00     0     0             237565  15.0000                
## 588   male 60.00     1     1              13567  79.2000             B41
## 589   male 22.00     0     0              14973   8.0500                
## 590   male    NA     0     0         A./5. 3235   8.0500                
## 591   male 35.00     0     0  STON/O 2. 3101273   7.1250                
## 592 female 52.00     1     0              36947  78.2667             D20
## 593   male 47.00     0     0           A/5 3902   7.2500                
## 594 female    NA     0     2             364848   7.7500                
## 595   male 37.00     1     0        SC/AH 29037  26.0000                
## 596   male 36.00     1     1             345773  24.1500                
## 597 female    NA     0     0             248727  33.0000                
## 598   male 49.00     0     0               LINE   0.0000                
## 599   male    NA     0     0               2664   7.2250                
## 600   male 49.00     1     0           PC 17485  56.9292             A20
## 601 female 24.00     2     1             243847  27.0000                
## 602   male    NA     0     0             349214   7.8958                
## 603   male    NA     0     0             113796  42.4000                
## 604   male 44.00     0     0             364511   8.0500                
## 605   male 35.00     0     0             111426  26.5500                
## 606   male 36.00     1     0             349910  15.5500                
## 607   male 30.00     0     0             349246   7.8958                
## 608   male 27.00     0     0             113804  30.5000                
## 609 female 22.00     1     2      SC/Paris 2123  41.5792                
## 610 female 40.00     0     0           PC 17582 153.4625            C125
## 611 female 39.00     1     5             347082  31.2750                
## 612   male    NA     0     0 SOTON/O.Q. 3101305   7.0500                
## 613 female    NA     1     0             367230  15.5000                
## 614   male    NA     0     0             370377   7.7500                
## 615   male 35.00     0     0             364512   8.0500                
## 616 female 24.00     1     2             220845  65.0000                
## 617   male 34.00     1     1             347080  14.4000                
## 618 female 26.00     1     0          A/5. 3336  16.1000                
## 619 female  4.00     2     1             230136  39.0000              F4
## 620   male 26.00     0     0              31028  10.5000                
## 621   male 27.00     1     0               2659  14.4542                
## 622   male 42.00     1     0              11753  52.5542             D19
## 623   male 20.00     1     1               2653  15.7417                
## 624   male 21.00     0     0             350029   7.8542                
## 625   male 21.00     0     0              54636  16.1000                
## 626   male 61.00     0     0              36963  32.3208             D50
## 627   male 57.00     0     0             219533  12.3500                
## 628 female 21.00     0     0              13502  77.9583              D9
## 629   male 26.00     0     0             349224   7.8958                
## 630   male    NA     0     0             334912   7.7333                
## 631   male 80.00     0     0              27042  30.0000             A23
## 632   male 51.00     0     0             347743   7.0542                
## 633   male 32.00     0     0              13214  30.5000             B50
## 634   male    NA     0     0             112052   0.0000                
## 635 female  9.00     3     2             347088  27.9000                
## 636 female 28.00     0     0             237668  13.0000                
## 637   male 32.00     0     0  STON/O 2. 3101292   7.9250                
## 638   male 31.00     1     1         C.A. 31921  26.2500                
## 639 female 41.00     0     5            3101295  39.6875                
## 640   male    NA     1     0             376564  16.1000                
## 641   male 20.00     0     0             350050   7.8542                
## 642 female 24.00     0     0           PC 17477  69.3000             B35
## 643 female  2.00     3     2             347088  27.9000                
## 644   male    NA     0     0               1601  56.4958                
## 645 female  0.75     2     1               2666  19.2583                
## 646   male 48.00     1     0           PC 17572  76.7292             D33
## 647   male 19.00     0     0             349231   7.8958                
## 648   male 56.00     0     0              13213  35.5000             A26
## 649   male    NA     0     0      S.O./P.P. 751   7.5500                
## 650 female 23.00     0     0           CA. 2314   7.5500                
## 651   male    NA     0     0             349221   7.8958                
## 652 female 18.00     0     1             231919  23.0000                
## 653   male 21.00     0     0               8475   8.4333                
## 654 female    NA     0     0             330919   7.8292                
## 655 female 18.00     0     0             365226   6.7500                
## 656   male 24.00     2     0       S.O.C. 14879  73.5000                
## 657   male    NA     0     0             349223   7.8958                
## 658 female 32.00     1     1             364849  15.5000                
## 659   male 23.00     0     0              29751  13.0000                
## 660   male 58.00     0     2              35273 113.2750             D48
## 661   male 50.00     2     0           PC 17611 133.6500                
## 662   male 40.00     0     0               2623   7.2250                
## 663   male 47.00     0     0               5727  25.5875             E58
## 664   male 36.00     0     0             349210   7.4958                
## 665   male 20.00     1     0  STON/O 2. 3101285   7.9250                
## 666   male 32.00     2     0       S.O.C. 14879  73.5000                
## 667   male 25.00     0     0             234686  13.0000                
## 668   male    NA     0     0             312993   7.7750                
## 669   male 43.00     0     0           A/5 3536   8.0500                
## 670 female    NA     1     0              19996  52.0000            C126
## 671 female 40.00     1     1              29750  39.0000                
## 672   male 31.00     1     0         F.C. 12750  52.0000             B71
## 673   male 70.00     0     0         C.A. 24580  10.5000                
## 674   male 31.00     0     0             244270  13.0000                
## 675   male    NA     0     0             239856   0.0000                
## 676   male 18.00     0     0             349912   7.7750                
## 677   male 24.50     0     0             342826   8.0500                
## 678 female 18.00     0     0               4138   9.8417                
## 679 female 43.00     1     6            CA 2144  46.9000                
## 680   male 36.00     0     1           PC 17755 512.3292     B51 B53 B55
## 681 female    NA     0     0             330935   8.1375                
## 682   male 27.00     0     0           PC 17572  76.7292             D49
## 683   male 20.00     0     0               6563   9.2250                
## 684   male 14.00     5     2            CA 2144  46.9000                
## 685   male 60.00     1     1              29750  39.0000                
## 686   male 25.00     1     2      SC/Paris 2123  41.5792                
## 687   male 14.00     4     1            3101295  39.6875                
## 688   male 19.00     0     0             349228  10.1708                
## 689   male 18.00     0     0             350036   7.7958                
## 690 female 15.00     0     1              24160 211.3375              B5
## 691   male 31.00     1     0              17474  57.0000             B20
## 692 female  4.00     0     1             349256  13.4167                
## 693   male    NA     0     0               1601  56.4958                
## 694   male 25.00     0     0               2672   7.2250                
## 695   male 60.00     0     0             113800  26.5500                
## 696   male 52.00     0     0             248731  13.5000                
## 697   male 44.00     0     0             363592   8.0500                
## 698 female    NA     0     0              35852   7.7333                
## 699   male 49.00     1     1              17421 110.8833             C68
## 700   male 42.00     0     0             348121   7.6500           F G63
## 701 female 18.00     1     0           PC 17757 227.5250         C62 C64
## 702   male 35.00     0     0           PC 17475  26.2875             E24
## 703 female 18.00     0     1               2691  14.4542                
## 704   male 25.00     0     0              36864   7.7417                
## 705   male 26.00     1     0             350025   7.8542                
## 706   male 39.00     0     0             250655  26.0000                
## 707 female 45.00     0     0             223596  13.5000                
## 708   male 42.00     0     0           PC 17476  26.2875             E24
## 709 female 22.00     0     0             113781 151.5500                
## 710   male    NA     1     1               2661  15.2458                
## 711 female 24.00     0     0           PC 17482  49.5042             C90
## 712   male    NA     0     0             113028  26.5500            C124
## 713   male 48.00     1     0              19996  52.0000            C126
## 714   male 29.00     0     0               7545   9.4833                
## 715   male 52.00     0     0             250647  13.0000                
## 716   male 19.00     0     0             348124   7.6500           F G73
## 717 female 38.00     0     0           PC 17757 227.5250             C45
## 718 female 27.00     0     0              34218  10.5000            E101
## 719   male    NA     0     0              36568  15.5000                
## 720   male 33.00     0     0             347062   7.7750                
## 721 female  6.00     0     1             248727  33.0000                
## 722   male 17.00     1     0             350048   7.0542                
## 723   male 34.00     0     0              12233  13.0000                
## 724   male 50.00     0     0             250643  13.0000                
## 725   male 27.00     1     0             113806  53.1000              E8
## 726   male 20.00     0     0             315094   8.6625                
## 727 female 30.00     3     0              31027  21.0000                
## 728 female    NA     0     0              36866   7.7375                
## 729   male 25.00     1     0             236853  26.0000                
## 730 female 25.00     1     0   STON/O2. 3101271   7.9250                
## 731 female 29.00     0     0              24160 211.3375              B5
## 732   male 11.00     0     0               2699  18.7875                
## 733   male    NA     0     0             239855   0.0000                
## 734   male 23.00     0     0              28425  13.0000                
## 735   male 23.00     0     0             233639  13.0000                
## 736   male 28.50     0     0              54636  16.1000                
## 737 female 48.00     1     3         W./C. 6608  34.3750                
## 738   male 35.00     0     0           PC 17755 512.3292            B101
## 739   male    NA     0     0             349201   7.8958                
## 740   male    NA     0     0             349218   7.8958                
## 741   male    NA     0     0              16988  30.0000             D45
## 742   male 36.00     1     0              19877  78.8500             C46
## 743 female 21.00     2     2           PC 17608 262.3750 B57 B59 B63 B66
## 744   male 24.00     1     0             376566  16.1000                
## 745   male 31.00     0     0  STON/O 2. 3101288   7.9250                
## 746   male 70.00     1     1          WE/P 5735  71.0000             B22
## 747   male 16.00     1     1          C.A. 2673  20.2500                
## 748 female 30.00     0     0             250648  13.0000                
## 749   male 19.00     1     0             113773  53.1000             D30
## 750   male 31.00     0     0             335097   7.7500                
## 751 female  4.00     1     1              29103  23.0000                
## 752   male  6.00     0     1             392096  12.4750            E121
## 753   male 33.00     0     0             345780   9.5000                
## 754   male 23.00     0     0             349204   7.8958                
## 755 female 48.00     1     2             220845  65.0000                
## 756   male  0.67     1     1             250649  14.5000                
## 757   male 28.00     0     0             350042   7.7958                
## 758   male 18.00     0     0              29108  11.5000                
## 759   male 34.00     0     0             363294   8.0500                
## 760 female 33.00     0     0             110152  86.5000             B77
## 761   male    NA     0     0             358585  14.5000                
## 762   male 41.00     0     0   SOTON/O2 3101272   7.1250                
## 763   male 20.00     0     0               2663   7.2292                
## 764 female 36.00     1     2             113760 120.0000         B96 B98
## 765   male 16.00     0     0             347074   7.7750                
## 766 female 51.00     1     0              13502  77.9583             D11
## 767   male    NA     0     0             112379  39.6000                
## 768 female 30.50     0     0             364850   7.7500                
## 769   male    NA     1     0             371110  24.1500                
## 770   male 32.00     0     0               8471   8.3625                
## 771   male 24.00     0     0             345781   9.5000                
## 772   male 48.00     0     0             350047   7.8542                
## 773 female 57.00     0     0        S.O./P.P. 3  10.5000             E77
## 774   male    NA     0     0               2674   7.2250                
## 775 female 54.00     1     3              29105  23.0000                
## 776   male 18.00     0     0             347078   7.7500                
## 777   male    NA     0     0             383121   7.7500             F38
## 778 female  5.00     0     0             364516  12.4750                
## 779   male    NA     0     0              36865   7.7375                
## 780 female 43.00     0     1              24160 211.3375              B3
## 781 female 13.00     0     0               2687   7.2292                
## 782 female 17.00     1     0              17474  57.0000             B20
## 783   male 29.00     0     0             113501  30.0000              D6
## 784   male    NA     1     2         W./C. 6607  23.4500                
## 785   male 25.00     0     0 SOTON/O.Q. 3101312   7.0500                
## 786   male 25.00     0     0             374887   7.2500                
## 787 female 18.00     0     0            3101265   7.4958                
## 788   male  8.00     4     1             382652  29.1250                
## 789   male  1.00     1     2          C.A. 2315  20.5750                
## 790   male 46.00     0     0           PC 17593  79.2000         B82 B84
## 791   male    NA     0     0              12460   7.7500                
## 792   male 16.00     0     0             239865  26.0000                
## 793 female    NA     8     2           CA. 2343  69.5500                
## 794   male    NA     0     0           PC 17600  30.6958                
## 795   male 25.00     0     0             349203   7.8958                
## 796   male 39.00     0     0              28213  13.0000                
## 797 female 49.00     0     0              17465  25.9292             D17
## 798 female 31.00     0     0             349244   8.6833                
## 799   male 30.00     0     0               2685   7.2292                
## 800 female 30.00     1     1             345773  24.1500                
## 801   male 34.00     0     0             250647  13.0000                
## 802 female 31.00     1     1         C.A. 31921  26.2500                
## 803   male 11.00     1     2             113760 120.0000         B96 B98
## 804   male  0.42     0     1               2625   8.5167                
## 805   male 27.00     0     0             347089   6.9750                
## 806   male 31.00     0     0             347063   7.7750                
## 807   male 39.00     0     0             112050   0.0000             A36
## 808 female 18.00     0     0             347087   7.7750                
## 809   male 39.00     0     0             248723  13.0000                
## 810 female 33.00     1     0             113806  53.1000              E8
## 811   male 26.00     0     0               3474   7.8875                
## 812   male 39.00     0     0          A/4 48871  24.1500                
## 813   male 35.00     0     0              28206  10.5000                
## 814 female  6.00     4     2             347082  31.2750                
## 815   male 30.50     0     0             364499   8.0500                
## 816   male    NA     0     0             112058   0.0000            B102
## 817 female 23.00     0     0   STON/O2. 3101290   7.9250                
## 818   male 31.00     1     1    S.C./PARIS 2079  37.0042                
## 819   male 43.00     0     0             C 7075   6.4500                
## 820   male 10.00     3     2             347088  27.9000                
## 821 female 52.00     1     1              12749  93.5000             B69
## 822   male 27.00     0     0             315098   8.6625                
## 823   male 38.00     0     0              19972   0.0000                
## 824 female 27.00     0     1             392096  12.4750            E121
## 825   male  2.00     4     1            3101295  39.6875                
## 826   male    NA     0     0             368323   6.9500                
## 827   male    NA     0     0               1601  56.4958                
## 828   male  1.00     0     2    S.C./PARIS 2079  37.0042                
## 829   male    NA     0     0             367228   7.7500                
## 830 female 62.00     0     0             113572  80.0000             B28
## 831 female 15.00     1     0               2659  14.4542                
## 832   male  0.83     1     1              29106  18.7500                
## 833   male    NA     0     0               2671   7.2292                
## 834   male 23.00     0     0             347468   7.8542                
## 835   male 18.00     0     0               2223   8.3000                
## 836 female 39.00     1     1           PC 17756  83.1583             E49
## 837   male 21.00     0     0             315097   8.6625                
## 838   male    NA     0     0             392092   8.0500                
## 839   male 32.00     0     0               1601  56.4958                
## 840   male    NA     0     0              11774  29.7000             C47
## 841   male 20.00     0     0   SOTON/O2 3101287   7.9250                
## 842   male 16.00     0     0        S.O./P.P. 3  10.5000                
## 843 female 30.00     0     0             113798  31.0000                
## 844   male 34.50     0     0               2683   6.4375                
## 845   male 17.00     0     0             315090   8.6625                
## 846   male 42.00     0     0          C.A. 5547   7.5500                
## 847   male    NA     8     2           CA. 2343  69.5500                
## 848   male 35.00     0     0             349213   7.8958                
## 849   male 28.00     0     1             248727  33.0000                
## 850 female    NA     1     0              17453  89.1042             C92
## 851   male  4.00     4     2             347082  31.2750                
## 852   male 74.00     0     0             347060   7.7750                
## 853 female  9.00     1     1               2678  15.2458                
## 854 female 16.00     0     1           PC 17592  39.4000             D28
## 855 female 44.00     1     0             244252  26.0000                
## 856 female 18.00     0     1             392091   9.3500                
## 857 female 45.00     1     1              36928 164.8667                
## 858   male 51.00     0     0             113055  26.5500             E17
## 859 female 24.00     0     3               2666  19.2583                
## 860   male    NA     0     0               2629   7.2292                
## 861   male 41.00     2     0             350026  14.1083                
## 862   male 21.00     1     0              28134  11.5000                
## 863 female 48.00     0     0              17466  25.9292             D17
## 864 female    NA     8     2           CA. 2343  69.5500                
## 865   male 24.00     0     0             233866  13.0000                
## 866 female 42.00     0     0             236852  13.0000                
## 867 female 27.00     1     0      SC/PARIS 2149  13.8583                
## 868   male 31.00     0     0           PC 17590  50.4958             A24
## 869   male    NA     0     0             345777   9.5000                
## 870   male  4.00     1     1             347742  11.1333                
## 871   male 26.00     0     0             349248   7.8958                
## 872 female 47.00     1     1              11751  52.5542             D35
## 873   male 33.00     0     0                695   5.0000     B51 B53 B55
## 874   male 47.00     0     0             345765   9.0000                
## 875 female 28.00     1     0          P/PP 3381  24.0000                
## 876 female 15.00     0     0               2667   7.2250                
## 877   male 20.00     0     0               7534   9.8458                
## 878   male 19.00     0     0             349212   7.8958                
## 879   male    NA     0     0             349217   7.8958                
## 880 female 56.00     0     1              11767  83.1583             C50
## 881 female 25.00     0     1             230433  26.0000                
## 882   male 33.00     0     0             349257   7.8958                
## 883 female 22.00     0     0               7552  10.5167                
## 884   male 28.00     0     0   C.A./SOTON 34068  10.5000                
## 885   male 25.00     0     0    SOTON/OQ 392076   7.0500                
## 886 female 39.00     0     5             382652  29.1250                
## 887   male 27.00     0     0             211536  13.0000                
## 888 female 19.00     0     0             112053  30.0000             B42
## 889 female    NA     1     2         W./C. 6607  23.4500                
## 890   male 26.00     0     0             111369  30.0000            C148
## 891   male 32.00     0     0             370376   7.7500                
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?str_detect()
## starting httpd help server ... done
titanic %>% mutate(Survived=case_when(str_detect(Survived, "1")~"Si",
                                      str_detect(Survived, "0")~"No"))
##     PassengerId Survived Pclass
## 1             1       No      3
## 2             2       Si      1
## 3             3       Si      3
## 4             4       Si      1
## 5             5       No      3
## 6             6       No      3
## 7             7       No      1
## 8             8       No      3
## 9             9       Si      3
## 10           10       Si      2
## 11           11       Si      3
## 12           12       Si      1
## 13           13       No      3
## 14           14       No      3
## 15           15       No      3
## 16           16       Si      2
## 17           17       No      3
## 18           18       Si      2
## 19           19       No      3
## 20           20       Si      3
## 21           21       No      2
## 22           22       Si      2
## 23           23       Si      3
## 24           24       Si      1
## 25           25       No      3
## 26           26       Si      3
## 27           27       No      3
## 28           28       No      1
## 29           29       Si      3
## 30           30       No      3
## 31           31       No      1
## 32           32       Si      1
## 33           33       Si      3
## 34           34       No      2
## 35           35       No      1
## 36           36       No      1
## 37           37       Si      3
## 38           38       No      3
## 39           39       No      3
## 40           40       Si      3
## 41           41       No      3
## 42           42       No      2
## 43           43       No      3
## 44           44       Si      2
## 45           45       Si      3
## 46           46       No      3
## 47           47       No      3
## 48           48       Si      3
## 49           49       No      3
## 50           50       No      3
## 51           51       No      3
## 52           52       No      3
## 53           53       Si      1
## 54           54       Si      2
## 55           55       No      1
## 56           56       Si      1
## 57           57       Si      2
## 58           58       No      3
## 59           59       Si      2
## 60           60       No      3
## 61           61       No      3
## 62           62       Si      1
## 63           63       No      1
## 64           64       No      3
## 65           65       No      1
## 66           66       Si      3
## 67           67       Si      2
## 68           68       No      3
## 69           69       Si      3
## 70           70       No      3
## 71           71       No      2
## 72           72       No      3
## 73           73       No      2
## 74           74       No      3
## 75           75       Si      3
## 76           76       No      3
## 77           77       No      3
## 78           78       No      3
## 79           79       Si      2
## 80           80       Si      3
## 81           81       No      3
## 82           82       Si      3
## 83           83       Si      3
## 84           84       No      1
## 85           85       Si      2
## 86           86       Si      3
## 87           87       No      3
## 88           88       No      3
## 89           89       Si      1
## 90           90       No      3
## 91           91       No      3
## 92           92       No      3
## 93           93       No      1
## 94           94       No      3
## 95           95       No      3
## 96           96       No      3
## 97           97       No      1
## 98           98       Si      1
## 99           99       Si      2
## 100         100       No      2
## 101         101       No      3
## 102         102       No      3
## 103         103       No      1
## 104         104       No      3
## 105         105       No      3
## 106         106       No      3
## 107         107       Si      3
## 108         108       Si      3
## 109         109       No      3
## 110         110       Si      3
## 111         111       No      1
## 112         112       No      3
## 113         113       No      3
## 114         114       No      3
## 115         115       No      3
## 116         116       No      3
## 117         117       No      3
## 118         118       No      2
## 119         119       No      1
## 120         120       No      3
## 121         121       No      2
## 122         122       No      3
## 123         123       No      2
## 124         124       Si      2
## 125         125       No      1
## 126         126       Si      3
## 127         127       No      3
## 128         128       Si      3
## 129         129       Si      3
## 130         130       No      3
## 131         131       No      3
## 132         132       No      3
## 133         133       No      3
## 134         134       Si      2
## 135         135       No      2
## 136         136       No      2
## 137         137       Si      1
## 138         138       No      1
## 139         139       No      3
## 140         140       No      1
## 141         141       No      3
## 142         142       Si      3
## 143         143       Si      3
## 144         144       No      3
## 145         145       No      2
## 146         146       No      2
## 147         147       Si      3
## 148         148       No      3
## 149         149       No      2
## 150         150       No      2
## 151         151       No      2
## 152         152       Si      1
## 153         153       No      3
## 154         154       No      3
## 155         155       No      3
## 156         156       No      1
## 157         157       Si      3
## 158         158       No      3
## 159         159       No      3
## 160         160       No      3
## 161         161       No      3
## 162         162       Si      2
## 163         163       No      3
## 164         164       No      3
## 165         165       No      3
## 166         166       Si      3
## 167         167       Si      1
## 168         168       No      3
## 169         169       No      1
## 170         170       No      3
## 171         171       No      1
## 172         172       No      3
## 173         173       Si      3
## 174         174       No      3
## 175         175       No      1
## 176         176       No      3
## 177         177       No      3
## 178         178       No      1
## 179         179       No      2
## 180         180       No      3
## 181         181       No      3
## 182         182       No      2
## 183         183       No      3
## 184         184       Si      2
## 185         185       Si      3
## 186         186       No      1
## 187         187       Si      3
## 188         188       Si      1
## 189         189       No      3
## 190         190       No      3
## 191         191       Si      2
## 192         192       No      2
## 193         193       Si      3
## 194         194       Si      2
## 195         195       Si      1
## 196         196       Si      1
## 197         197       No      3
## 198         198       No      3
## 199         199       Si      3
## 200         200       No      2
## 201         201       No      3
## 202         202       No      3
## 203         203       No      3
## 204         204       No      3
## 205         205       Si      3
## 206         206       No      3
## 207         207       No      3
## 208         208       Si      3
## 209         209       Si      3
## 210         210       Si      1
## 211         211       No      3
## 212         212       Si      2
## 213         213       No      3
## 214         214       No      2
## 215         215       No      3
## 216         216       Si      1
## 217         217       Si      3
## 218         218       No      2
## 219         219       Si      1
## 220         220       No      2
## 221         221       Si      3
## 222         222       No      2
## 223         223       No      3
## 224         224       No      3
## 225         225       Si      1
## 226         226       No      3
## 227         227       Si      2
## 228         228       No      3
## 229         229       No      2
## 230         230       No      3
## 231         231       Si      1
## 232         232       No      3
## 233         233       No      2
## 234         234       Si      3
## 235         235       No      2
## 236         236       No      3
## 237         237       No      2
## 238         238       Si      2
## 239         239       No      2
## 240         240       No      2
## 241         241       No      3
## 242         242       Si      3
## 243         243       No      2
## 244         244       No      3
## 245         245       No      3
## 246         246       No      1
## 247         247       No      3
## 248         248       Si      2
## 249         249       Si      1
## 250         250       No      2
## 251         251       No      3
## 252         252       No      3
## 253         253       No      1
## 254         254       No      3
## 255         255       No      3
## 256         256       Si      3
## 257         257       Si      1
## 258         258       Si      1
## 259         259       Si      1
## 260         260       Si      2
## 261         261       No      3
## 262         262       Si      3
## 263         263       No      1
## 264         264       No      1
## 265         265       No      3
## 266         266       No      2
## 267         267       No      3
## 268         268       Si      3
## 269         269       Si      1
## 270         270       Si      1
## 271         271       No      1
## 272         272       Si      3
## 273         273       Si      2
## 274         274       No      1
## 275         275       Si      3
## 276         276       Si      1
## 277         277       No      3
## 278         278       No      2
## 279         279       No      3
## 280         280       Si      3
## 281         281       No      3
## 282         282       No      3
## 283         283       No      3
## 284         284       Si      3
## 285         285       No      1
## 286         286       No      3
## 287         287       Si      3
## 288         288       No      3
## 289         289       Si      2
## 290         290       Si      3
## 291         291       Si      1
## 292         292       Si      1
## 293         293       No      2
## 294         294       No      3
## 295         295       No      3
## 296         296       No      1
## 297         297       No      3
## 298         298       No      1
## 299         299       Si      1
## 300         300       Si      1
## 301         301       Si      3
## 302         302       Si      3
## 303         303       No      3
## 304         304       Si      2
## 305         305       No      3
## 306         306       Si      1
## 307         307       Si      1
## 308         308       Si      1
## 309         309       No      2
## 310         310       Si      1
## 311         311       Si      1
## 312         312       Si      1
## 313         313       No      2
## 314         314       No      3
## 315         315       No      2
## 316         316       Si      3
## 317         317       Si      2
## 318         318       No      2
## 319         319       Si      1
## 320         320       Si      1
## 321         321       No      3
## 322         322       No      3
## 323         323       Si      2
## 324         324       Si      2
## 325         325       No      3
## 326         326       Si      1
## 327         327       No      3
## 328         328       Si      2
## 329         329       Si      3
## 330         330       Si      1
## 331         331       Si      3
## 332         332       No      1
## 333         333       No      1
## 334         334       No      3
## 335         335       Si      1
## 336         336       No      3
## 337         337       No      1
## 338         338       Si      1
## 339         339       Si      3
## 340         340       No      1
## 341         341       Si      2
## 342         342       Si      1
## 343         343       No      2
## 344         344       No      2
## 345         345       No      2
## 346         346       Si      2
## 347         347       Si      2
## 348         348       Si      3
## 349         349       Si      3
## 350         350       No      3
## 351         351       No      3
## 352         352       No      1
## 353         353       No      3
## 354         354       No      3
## 355         355       No      3
## 356         356       No      3
## 357         357       Si      1
## 358         358       No      2
## 359         359       Si      3
## 360         360       Si      3
## 361         361       No      3
## 362         362       No      2
## 363         363       No      3
## 364         364       No      3
## 365         365       No      3
## 366         366       No      3
## 367         367       Si      1
## 368         368       Si      3
## 369         369       Si      3
## 370         370       Si      1
## 371         371       Si      1
## 372         372       No      3
## 373         373       No      3
## 374         374       No      1
## 375         375       No      3
## 376         376       Si      1
## 377         377       Si      3
## 378         378       No      1
## 379         379       No      3
## 380         380       No      3
## 381         381       Si      1
## 382         382       Si      3
## 383         383       No      3
## 384         384       Si      1
## 385         385       No      3
## 386         386       No      2
## 387         387       No      3
## 388         388       Si      2
## 389         389       No      3
## 390         390       Si      2
## 391         391       Si      1
## 392         392       Si      3
## 393         393       No      3
## 394         394       Si      1
## 395         395       Si      3
## 396         396       No      3
## 397         397       No      3
## 398         398       No      2
## 399         399       No      2
## 400         400       Si      2
## 401         401       Si      3
## 402         402       No      3
## 403         403       No      3
## 404         404       No      3
## 405         405       No      3
## 406         406       No      2
## 407         407       No      3
## 408         408       Si      2
## 409         409       No      3
## 410         410       No      3
## 411         411       No      3
## 412         412       No      3
## 413         413       Si      1
## 414         414       No      2
## 415         415       Si      3
## 416         416       No      3
## 417         417       Si      2
## 418         418       Si      2
## 419         419       No      2
## 420         420       No      3
## 421         421       No      3
## 422         422       No      3
## 423         423       No      3
## 424         424       No      3
## 425         425       No      3
## 426         426       No      3
## 427         427       Si      2
## 428         428       Si      2
## 429         429       No      3
## 430         430       Si      3
## 431         431       Si      1
## 432         432       Si      3
## 433         433       Si      2
## 434         434       No      3
## 435         435       No      1
## 436         436       Si      1
## 437         437       No      3
## 438         438       Si      2
## 439         439       No      1
## 440         440       No      2
## 441         441       Si      2
## 442         442       No      3
## 443         443       No      3
## 444         444       Si      2
## 445         445       Si      3
## 446         446       Si      1
## 447         447       Si      2
## 448         448       Si      1
## 449         449       Si      3
## 450         450       Si      1
## 451         451       No      2
## 452         452       No      3
## 453         453       No      1
## 454         454       Si      1
## 455         455       No      3
## 456         456       Si      3
## 457         457       No      1
## 458         458       Si      1
## 459         459       Si      2
## 460         460       No      3
## 461         461       Si      1
## 462         462       No      3
## 463         463       No      1
## 464         464       No      2
## 465         465       No      3
## 466         466       No      3
## 467         467       No      2
## 468         468       No      1
## 469         469       No      3
## 470         470       Si      3
## 471         471       No      3
## 472         472       No      3
## 473         473       Si      2
## 474         474       Si      2
## 475         475       No      3
## 476         476       No      1
## 477         477       No      2
## 478         478       No      3
## 479         479       No      3
## 480         480       Si      3
## 481         481       No      3
## 482         482       No      2
## 483         483       No      3
## 484         484       Si      3
## 485         485       Si      1
## 486         486       No      3
## 487         487       Si      1
## 488         488       No      1
## 489         489       No      3
## 490         490       Si      3
## 491         491       No      3
## 492         492       No      3
## 493         493       No      1
## 494         494       No      1
## 495         495       No      3
## 496         496       No      3
## 497         497       Si      1
## 498         498       No      3
## 499         499       No      1
## 500         500       No      3
## 501         501       No      3
## 502         502       No      3
## 503         503       No      3
## 504         504       No      3
## 505         505       Si      1
## 506         506       No      1
## 507         507       Si      2
## 508         508       Si      1
## 509         509       No      3
## 510         510       Si      3
## 511         511       Si      3
## 512         512       No      3
## 513         513       Si      1
## 514         514       Si      1
## 515         515       No      3
## 516         516       No      1
## 517         517       Si      2
## 518         518       No      3
## 519         519       Si      2
## 520         520       No      3
## 521         521       Si      1
## 522         522       No      3
## 523         523       No      3
## 524         524       Si      1
## 525         525       No      3
## 526         526       No      3
## 527         527       Si      2
## 528         528       No      1
## 529         529       No      3
## 530         530       No      2
## 531         531       Si      2
## 532         532       No      3
## 533         533       No      3
## 534         534       Si      3
## 535         535       No      3
## 536         536       Si      2
## 537         537       No      1
## 538         538       Si      1
## 539         539       No      3
## 540         540       Si      1
## 541         541       Si      1
## 542         542       No      3
## 543         543       No      3
## 544         544       Si      2
## 545         545       No      1
## 546         546       No      1
## 547         547       Si      2
## 548         548       Si      2
## 549         549       No      3
## 550         550       Si      2
## 551         551       Si      1
## 552         552       No      2
## 553         553       No      3
## 554         554       Si      3
## 555         555       Si      3
## 556         556       No      1
## 557         557       Si      1
## 558         558       No      1
## 559         559       Si      1
## 560         560       Si      3
## 561         561       No      3
## 562         562       No      3
## 563         563       No      2
## 564         564       No      3
## 565         565       No      3
## 566         566       No      3
## 567         567       No      3
## 568         568       No      3
## 569         569       No      3
## 570         570       Si      3
## 571         571       Si      2
## 572         572       Si      1
## 573         573       Si      1
## 574         574       Si      3
## 575         575       No      3
## 576         576       No      3
## 577         577       Si      2
## 578         578       Si      1
## 579         579       No      3
## 580         580       Si      3
## 581         581       Si      2
## 582         582       Si      1
## 583         583       No      2
## 584         584       No      1
## 585         585       No      3
## 586         586       Si      1
## 587         587       No      2
## 588         588       Si      1
## 589         589       No      3
## 590         590       No      3
## 591         591       No      3
## 592         592       Si      1
## 593         593       No      3
## 594         594       No      3
## 595         595       No      2
## 596         596       No      3
## 597         597       Si      2
## 598         598       No      3
## 599         599       No      3
## 600         600       Si      1
## 601         601       Si      2
## 602         602       No      3
## 603         603       No      1
## 604         604       No      3
## 605         605       Si      1
## 606         606       No      3
## 607         607       No      3
## 608         608       Si      1
## 609         609       Si      2
## 610         610       Si      1
## 611         611       No      3
## 612         612       No      3
## 613         613       Si      3
## 614         614       No      3
## 615         615       No      3
## 616         616       Si      2
## 617         617       No      3
## 618         618       No      3
## 619         619       Si      2
## 620         620       No      2
## 621         621       No      3
## 622         622       Si      1
## 623         623       Si      3
## 624         624       No      3
## 625         625       No      3
## 626         626       No      1
## 627         627       No      2
## 628         628       Si      1
## 629         629       No      3
## 630         630       No      3
## 631         631       Si      1
## 632         632       No      3
## 633         633       Si      1
## 634         634       No      1
## 635         635       No      3
## 636         636       Si      2
## 637         637       No      3
## 638         638       No      2
## 639         639       No      3
## 640         640       No      3
## 641         641       No      3
## 642         642       Si      1
## 643         643       No      3
## 644         644       Si      3
## 645         645       Si      3
## 646         646       Si      1
## 647         647       No      3
## 648         648       Si      1
## 649         649       No      3
## 650         650       Si      3
## 651         651       No      3
## 652         652       Si      2
## 653         653       No      3
## 654         654       Si      3
## 655         655       No      3
## 656         656       No      2
## 657         657       No      3
## 658         658       No      3
## 659         659       No      2
## 660         660       No      1
## 661         661       Si      1
## 662         662       No      3
## 663         663       No      1
## 664         664       No      3
## 665         665       Si      3
## 666         666       No      2
## 667         667       No      2
## 668         668       No      3
## 669         669       No      3
## 670         670       Si      1
## 671         671       Si      2
## 672         672       No      1
## 673         673       No      2
## 674         674       Si      2
## 675         675       No      2
## 676         676       No      3
## 677         677       No      3
## 678         678       Si      3
## 679         679       No      3
## 680         680       Si      1
## 681         681       No      3
## 682         682       Si      1
## 683         683       No      3
## 684         684       No      3
## 685         685       No      2
## 686         686       No      2
## 687         687       No      3
## 688         688       No      3
## 689         689       No      3
## 690         690       Si      1
## 691         691       Si      1
## 692         692       Si      3
## 693         693       Si      3
## 694         694       No      3
## 695         695       No      1
## 696         696       No      2
## 697         697       No      3
## 698         698       Si      3
## 699         699       No      1
## 700         700       No      3
## 701         701       Si      1
## 702         702       Si      1
## 703         703       No      3
## 704         704       No      3
## 705         705       No      3
## 706         706       No      2
## 707         707       Si      2
## 708         708       Si      1
## 709         709       Si      1
## 710         710       Si      3
## 711         711       Si      1
## 712         712       No      1
## 713         713       Si      1
## 714         714       No      3
## 715         715       No      2
## 716         716       No      3
## 717         717       Si      1
## 718         718       Si      2
## 719         719       No      3
## 720         720       No      3
## 721         721       Si      2
## 722         722       No      3
## 723         723       No      2
## 724         724       No      2
## 725         725       Si      1
## 726         726       No      3
## 727         727       Si      2
## 728         728       Si      3
## 729         729       No      2
## 730         730       No      3
## 731         731       Si      1
## 732         732       No      3
## 733         733       No      2
## 734         734       No      2
## 735         735       No      2
## 736         736       No      3
## 737         737       No      3
## 738         738       Si      1
## 739         739       No      3
## 740         740       No      3
## 741         741       Si      1
## 742         742       No      1
## 743         743       Si      1
## 744         744       No      3
## 745         745       Si      3
## 746         746       No      1
## 747         747       No      3
## 748         748       Si      2
## 749         749       No      1
## 750         750       No      3
## 751         751       Si      2
## 752         752       Si      3
## 753         753       No      3
## 754         754       No      3
## 755         755       Si      2
## 756         756       Si      2
## 757         757       No      3
## 758         758       No      2
## 759         759       No      3
## 760         760       Si      1
## 761         761       No      3
## 762         762       No      3
## 763         763       Si      3
## 764         764       Si      1
## 765         765       No      3
## 766         766       Si      1
## 767         767       No      1
## 768         768       No      3
## 769         769       No      3
## 770         770       No      3
## 771         771       No      3
## 772         772       No      3
## 773         773       No      2
## 774         774       No      3
## 775         775       Si      2
## 776         776       No      3
## 777         777       No      3
## 778         778       Si      3
## 779         779       No      3
## 780         780       Si      1
## 781         781       Si      3
## 782         782       Si      1
## 783         783       No      1
## 784         784       No      3
## 785         785       No      3
## 786         786       No      3
## 787         787       Si      3
## 788         788       No      3
## 789         789       Si      3
## 790         790       No      1
## 791         791       No      3
## 792         792       No      2
## 793         793       No      3
## 794         794       No      1
## 795         795       No      3
## 796         796       No      2
## 797         797       Si      1
## 798         798       Si      3
## 799         799       No      3
## 800         800       No      3
## 801         801       No      2
## 802         802       Si      2
## 803         803       Si      1
## 804         804       Si      3
## 805         805       Si      3
## 806         806       No      3
## 807         807       No      1
## 808         808       No      3
## 809         809       No      2
## 810         810       Si      1
## 811         811       No      3
## 812         812       No      3
## 813         813       No      2
## 814         814       No      3
## 815         815       No      3
## 816         816       No      1
## 817         817       No      3
## 818         818       No      2
## 819         819       No      3
## 820         820       No      3
## 821         821       Si      1
## 822         822       Si      3
## 823         823       No      1
## 824         824       Si      3
## 825         825       No      3
## 826         826       No      3
## 827         827       No      3
## 828         828       Si      2
## 829         829       Si      3
## 830         830       Si      1
## 831         831       Si      3
## 832         832       Si      2
## 833         833       No      3
## 834         834       No      3
## 835         835       No      3
## 836         836       Si      1
## 837         837       No      3
## 838         838       No      3
## 839         839       Si      3
## 840         840       Si      1
## 841         841       No      3
## 842         842       No      2
## 843         843       Si      1
## 844         844       No      3
## 845         845       No      3
## 846         846       No      3
## 847         847       No      3
## 848         848       No      3
## 849         849       No      2
## 850         850       Si      1
## 851         851       No      3
## 852         852       No      3
## 853         853       No      3
## 854         854       Si      1
## 855         855       No      2
## 856         856       Si      3
## 857         857       Si      1
## 858         858       Si      1
## 859         859       Si      3
## 860         860       No      3
## 861         861       No      3
## 862         862       No      2
## 863         863       Si      1
## 864         864       No      3
## 865         865       No      2
## 866         866       Si      2
## 867         867       Si      2
## 868         868       No      1
## 869         869       No      3
## 870         870       Si      3
## 871         871       No      3
## 872         872       Si      1
## 873         873       No      1
## 874         874       No      3
## 875         875       Si      2
## 876         876       Si      3
## 877         877       No      3
## 878         878       No      3
## 879         879       No      3
## 880         880       Si      1
## 881         881       Si      2
## 882         882       No      3
## 883         883       No      3
## 884         884       No      2
## 885         885       No      3
## 886         886       No      3
## 887         887       No      2
## 888         888       Si      1
## 889         889       No      3
## 890         890       Si      1
## 891         891       No      3
##                                                                                   Name
## 1                                                              Braund, Mr. Owen Harris
## 2                                  Cumings, Mrs. John Bradley (Florence Briggs Thayer)
## 3                                                               Heikkinen, Miss. Laina
## 4                                         Futrelle, Mrs. Jacques Heath (Lily May Peel)
## 5                                                             Allen, Mr. William Henry
## 6                                                                     Moran, Mr. James
## 7                                                              McCarthy, Mr. Timothy J
## 8                                                       Palsson, Master. Gosta Leonard
## 9                                    Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)
## 10                                                 Nasser, Mrs. Nicholas (Adele Achem)
## 11                                                     Sandstrom, Miss. Marguerite Rut
## 12                                                            Bonnell, Miss. Elizabeth
## 13                                                      Saundercock, Mr. William Henry
## 14                                                         Andersson, Mr. Anders Johan
## 15                                                Vestrom, Miss. Hulda Amanda Adolfina
## 16                                                    Hewlett, Mrs. (Mary D Kingcome) 
## 17                                                                Rice, Master. Eugene
## 18                                                        Williams, Mr. Charles Eugene
## 19                             Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)
## 20                                                             Masselmani, Mrs. Fatima
## 21                                                                Fynney, Mr. Joseph J
## 22                                                               Beesley, Mr. Lawrence
## 23                                                         McGowan, Miss. Anna "Annie"
## 24                                                        Sloper, Mr. William Thompson
## 25                                                       Palsson, Miss. Torborg Danira
## 26                           Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)
## 27                                                             Emir, Mr. Farred Chehab
## 28                                                      Fortune, Mr. Charles Alexander
## 29                                                       O'Dwyer, Miss. Ellen "Nellie"
## 30                                                                 Todoroff, Mr. Lalio
## 31                                                            Uruchurtu, Don. Manuel E
## 32                                      Spencer, Mrs. William Augustus (Marie Eugenie)
## 33                                                            Glynn, Miss. Mary Agatha
## 34                                                               Wheadon, Mr. Edward H
## 35                                                             Meyer, Mr. Edgar Joseph
## 36                                                      Holverson, Mr. Alexander Oskar
## 37                                                                    Mamee, Mr. Hanna
## 38                                                            Cann, Mr. Ernest Charles
## 39                                                  Vander Planke, Miss. Augusta Maria
## 40                                                         Nicola-Yarred, Miss. Jamila
## 41                                      Ahlin, Mrs. Johan (Johanna Persdotter Larsson)
## 42                            Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)
## 43                                                                 Kraeff, Mr. Theodor
## 44                                            Laroche, Miss. Simonne Marie Anne Andree
## 45                                                       Devaney, Miss. Margaret Delia
## 46                                                            Rogers, Mr. William John
## 47                                                                   Lennon, Mr. Denis
## 48                                                           O'Driscoll, Miss. Bridget
## 49                                                                 Samaan, Mr. Youssef
## 50                                       Arnold-Franchi, Mrs. Josef (Josefine Franchi)
## 51                                                          Panula, Master. Juha Niilo
## 52                                                        Nosworthy, Mr. Richard Cater
## 53                                            Harper, Mrs. Henry Sleeper (Myna Haxtun)
## 54                                  Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)
## 55                                                      Ostby, Mr. Engelhart Cornelius
## 56                                                                   Woolner, Mr. Hugh
## 57                                                                   Rugg, Miss. Emily
## 58                                                                 Novel, Mr. Mansouer
## 59                                                        West, Miss. Constance Mirium
## 60                                                  Goodwin, Master. William Frederick
## 61                                                               Sirayanian, Mr. Orsen
## 62                                                                 Icard, Miss. Amelie
## 63                                                         Harris, Mr. Henry Birkhardt
## 64                                                               Skoog, Master. Harald
## 65                                                               Stewart, Mr. Albert A
## 66                                                            Moubarek, Master. Gerios
## 67                                                        Nye, Mrs. (Elizabeth Ramell)
## 68                                                            Crease, Mr. Ernest James
## 69                                                     Andersson, Miss. Erna Alexandra
## 70                                                                   Kink, Mr. Vincenz
## 71                                                          Jenkin, Mr. Stephen Curnow
## 72                                                          Goodwin, Miss. Lillian Amy
## 73                                                                Hood, Mr. Ambrose Jr
## 74                                                         Chronopoulos, Mr. Apostolos
## 75                                                                       Bing, Mr. Lee
## 76                                                             Moen, Mr. Sigurd Hansen
## 77                                                                   Staneff, Mr. Ivan
## 78                                                            Moutal, Mr. Rahamin Haim
## 79                                                       Caldwell, Master. Alden Gates
## 80                                                            Dowdell, Miss. Elizabeth
## 81                                                                Waelens, Mr. Achille
## 82                                                         Sheerlinck, Mr. Jan Baptist
## 83                                                      McDermott, Miss. Brigdet Delia
## 84                                                             Carrau, Mr. Francisco M
## 85                                                                 Ilett, Miss. Bertha
## 86                             Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)
## 87                                                              Ford, Mr. William Neal
## 88                                                       Slocovski, Mr. Selman Francis
## 89                                                          Fortune, Miss. Mabel Helen
## 90                                                              Celotti, Mr. Francesco
## 91                                                                Christmann, Mr. Emil
## 92                                                          Andreasson, Mr. Paul Edvin
## 93                                                         Chaffee, Mr. Herbert Fuller
## 94                                                             Dean, Mr. Bertram Frank
## 95                                                                   Coxon, Mr. Daniel
## 96                                                         Shorney, Mr. Charles Joseph
## 97                                                           Goldschmidt, Mr. George B
## 98                                                     Greenfield, Mr. William Bertram
## 99                                                Doling, Mrs. John T (Ada Julia Bone)
## 100                                                                  Kantor, Mr. Sinai
## 101                                                            Petranec, Miss. Matilda
## 102                                                   Petroff, Mr. Pastcho ("Pentcho")
## 103                                                          White, Mr. Richard Frasar
## 104                                                         Johansson, Mr. Gustaf Joel
## 105                                                     Gustafsson, Mr. Anders Vilhelm
## 106                                                              Mionoff, Mr. Stoytcho
## 107                                                   Salkjelsvik, Miss. Anna Kristine
## 108                                                             Moss, Mr. Albert Johan
## 109                                                                    Rekic, Mr. Tido
## 110                                                                Moran, Miss. Bertha
## 111                                                     Porter, Mr. Walter Chamberlain
## 112                                                               Zabour, Miss. Hileni
## 113                                                             Barton, Mr. David John
## 114                                                            Jussila, Miss. Katriina
## 115                                                              Attalah, Miss. Malake
## 116                                                              Pekoniemi, Mr. Edvard
## 117                                                               Connors, Mr. Patrick
## 118                                                    Turpin, Mr. William John Robert
## 119                                                           Baxter, Mr. Quigg Edmond
## 120                                                  Andersson, Miss. Ellis Anna Maria
## 121                                                        Hickman, Mr. Stanley George
## 122                                                         Moore, Mr. Leonard Charles
## 123                                                               Nasser, Mr. Nicholas
## 124                                                                Webber, Miss. Susan
## 125                                                        White, Mr. Percival Wayland
## 126                                                       Nicola-Yarred, Master. Elias
## 127                                                                McMahon, Mr. Martin
## 128                                                          Madsen, Mr. Fridtjof Arne
## 129                                                                  Peter, Miss. Anna
## 130                                                                 Ekstrom, Mr. Johan
## 131                                                               Drazenoic, Mr. Jozef
## 132                                                     Coelho, Mr. Domingos Fernandeo
## 133                                     Robins, Mrs. Alexander A (Grace Charity Laury)
## 134                                      Weisz, Mrs. Leopold (Mathilde Francoise Pede)
## 135                                                     Sobey, Mr. Samuel James Hayden
## 136                                                                 Richard, Mr. Emile
## 137                                                       Newsom, Miss. Helen Monypeny
## 138                                                        Futrelle, Mr. Jacques Heath
## 139                                                                Osen, Mr. Olaf Elon
## 140                                                                 Giglio, Mr. Victor
## 141                                                      Boulos, Mrs. Joseph (Sultana)
## 142                                                           Nysten, Miss. Anna Sofia
## 143                               Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)
## 144                                                                Burke, Mr. Jeremiah
## 145                                                         Andrew, Mr. Edgardo Samuel
## 146                                                       Nicholls, Mr. Joseph Charles
## 147                                       Andersson, Mr. August Edvard ("Wennerstrom")
## 148                                                   Ford, Miss. Robina Maggie "Ruby"
## 149                                           Navratil, Mr. Michel ("Louis M Hoffman")
## 150                                                  Byles, Rev. Thomas Roussel Davids
## 151                                                         Bateman, Rev. Robert James
## 152                                                  Pears, Mrs. Thomas (Edith Wearne)
## 153                                                                   Meo, Mr. Alfonzo
## 154                                                    van Billiard, Mr. Austin Blyler
## 155                                                              Olsen, Mr. Ole Martin
## 156                                                        Williams, Mr. Charles Duane
## 157                                                   Gilnagh, Miss. Katherine "Katie"
## 158                                                                    Corn, Mr. Harry
## 159                                                                Smiljanic, Mr. Mile
## 160                                                         Sage, Master. Thomas Henry
## 161                                                           Cribb, Mr. John Hatfield
## 162                                 Watt, Mrs. James (Elizabeth "Bessie" Inglis Milne)
## 163                                                         Bengtsson, Mr. John Viktor
## 164                                                                    Calic, Mr. Jovo
## 165                                                       Panula, Master. Eino Viljami
## 166                                    Goldsmith, Master. Frank John William "Frankie"
## 167                                             Chibnall, Mrs. (Edith Martha Bowerman)
## 168                                    Skoog, Mrs. William (Anna Bernhardina Karlsson)
## 169                                                                Baumann, Mr. John D
## 170                                                                      Ling, Mr. Lee
## 171                                                          Van der hoef, Mr. Wyckoff
## 172                                                               Rice, Master. Arthur
## 173                                                       Johnson, Miss. Eleanor Ileen
## 174                                                          Sivola, Mr. Antti Wilhelm
## 175                                                            Smith, Mr. James Clinch
## 176                                                             Klasen, Mr. Klas Albin
## 177                                                      Lefebre, Master. Henry Forbes
## 178                                                         Isham, Miss. Ann Elizabeth
## 179                                                                 Hale, Mr. Reginald
## 180                                                                Leonard, Mr. Lionel
## 181                                                       Sage, Miss. Constance Gladys
## 182                                                                   Pernot, Mr. Rene
## 183                                              Asplund, Master. Clarence Gustaf Hugo
## 184                                                          Becker, Master. Richard F
## 185                                                Kink-Heilmann, Miss. Luise Gretchen
## 186                                                              Rood, Mr. Hugh Roscoe
## 187                                    O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)
## 188                                      Romaine, Mr. Charles Hallace ("Mr C Rolmane")
## 189                                                                   Bourke, Mr. John
## 190                                                                Turcin, Mr. Stjepan
## 191                                                                Pinsky, Mrs. (Rosa)
## 192                                                              Carbines, Mr. William
## 193                                    Andersen-Jensen, Miss. Carla Christine Nielsine
## 194                                                         Navratil, Master. Michel M
## 195                                          Brown, Mrs. James Joseph (Margaret Tobin)
## 196                                                               Lurette, Miss. Elise
## 197                                                                Mernagh, Mr. Robert
## 198                                                   Olsen, Mr. Karl Siegwart Andreas
## 199                                                   Madigan, Miss. Margaret "Maggie"
## 200                                             Yrois, Miss. Henriette ("Mrs Harbeck")
## 201                                                     Vande Walle, Mr. Nestor Cyriel
## 202                                                                Sage, Mr. Frederick
## 203                                                         Johanson, Mr. Jakob Alfred
## 204                                                               Youseff, Mr. Gerious
## 205                                                           Cohen, Mr. Gurshon "Gus"
## 206                                                         Strom, Miss. Telma Matilda
## 207                                                         Backstrom, Mr. Karl Alfred
## 208                                                        Albimona, Mr. Nassef Cassem
## 209                                                          Carr, Miss. Helen "Ellen"
## 210                                                                   Blank, Mr. Henry
## 211                                                                     Ali, Mr. Ahmed
## 212                                                         Cameron, Miss. Clear Annie
## 213                                                             Perkin, Mr. John Henry
## 214                                                        Givard, Mr. Hans Kristensen
## 215                                                                Kiernan, Mr. Philip
## 216                                                            Newell, Miss. Madeleine
## 217                                                             Honkanen, Miss. Eliina
## 218                                                       Jacobsohn, Mr. Sidney Samuel
## 219                                                              Bazzani, Miss. Albina
## 220                                                                 Harris, Mr. Walter
## 221                                                     Sunderland, Mr. Victor Francis
## 222                                                               Bracken, Mr. James H
## 223                                                            Green, Mr. George Henry
## 224                                                               Nenkoff, Mr. Christo
## 225                                                       Hoyt, Mr. Frederick Maxfield
## 226                                                       Berglund, Mr. Karl Ivar Sven
## 227                                                          Mellors, Mr. William John
## 228                                                    Lovell, Mr. John Hall ("Henry")
## 229                                                          Fahlstrom, Mr. Arne Jonas
## 230                                                            Lefebre, Miss. Mathilde
## 231                                       Harris, Mrs. Henry Birkhardt (Irene Wallach)
## 232                                                           Larsson, Mr. Bengt Edvin
## 233                                                          Sjostedt, Mr. Ernst Adolf
## 234                                                     Asplund, Miss. Lillian Gertrud
## 235                                                  Leyson, Mr. Robert William Norman
## 236                                                       Harknett, Miss. Alice Phoebe
## 237                                                                  Hold, Mr. Stephen
## 238                                                   Collyer, Miss. Marjorie "Lottie"
## 239                                                    Pengelly, Mr. Frederick William
## 240                                                             Hunt, Mr. George Henry
## 241                                                              Zabour, Miss. Thamine
## 242                                                     Murphy, Miss. Katherine "Kate"
## 243                                                    Coleridge, Mr. Reginald Charles
## 244                                                      Maenpaa, Mr. Matti Alexanteri
## 245                                                               Attalah, Mr. Sleiman
## 246                                                        Minahan, Dr. William Edward
## 247                                              Lindahl, Miss. Agda Thorilda Viktoria
## 248                                                    Hamalainen, Mrs. William (Anna)
## 249                                                      Beckwith, Mr. Richard Leonard
## 250                                                      Carter, Rev. Ernest Courtenay
## 251                                                             Reed, Mr. James George
## 252                                         Strom, Mrs. Wilhelm (Elna Matilda Persson)
## 253                                                          Stead, Mr. William Thomas
## 254                                                           Lobb, Mr. William Arthur
## 255                                           Rosblom, Mrs. Viktor (Helena Wilhelmina)
## 256                                            Touma, Mrs. Darwis (Hanne Youssef Razi)
## 257                                                     Thorne, Mrs. Gertrude Maybelle
## 258                                                               Cherry, Miss. Gladys
## 259                                                                   Ward, Miss. Anna
## 260                                                        Parrish, Mrs. (Lutie Davis)
## 261                                                                  Smith, Mr. Thomas
## 262                                                  Asplund, Master. Edvin Rojj Felix
## 263                                                                  Taussig, Mr. Emil
## 264                                                              Harrison, Mr. William
## 265                                                                 Henry, Miss. Delia
## 266                                                                  Reeves, Mr. David
## 267                                                          Panula, Mr. Ernesti Arvid
## 268                                                           Persson, Mr. Ernst Ulrik
## 269                                      Graham, Mrs. William Thompson (Edith Junkins)
## 270                                                             Bissette, Miss. Amelia
## 271                                                              Cairns, Mr. Alexander
## 272                                                       Tornquist, Mr. William Henry
## 273                                          Mellinger, Mrs. (Elizabeth Anne Maidment)
## 274                                                              Natsch, Mr. Charles H
## 275                                                         Healy, Miss. Hanora "Nora"
## 276                                                  Andrews, Miss. Kornelia Theodosia
## 277                                                  Lindblom, Miss. Augusta Charlotta
## 278                                                        Parkes, Mr. Francis "Frank"
## 279                                                                 Rice, Master. Eric
## 280                                                   Abbott, Mrs. Stanton (Rosa Hunt)
## 281                                                                   Duane, Mr. Frank
## 282                                                   Olsson, Mr. Nils Johan Goransson
## 283                                                          de Pelsmaeker, Mr. Alfons
## 284                                                         Dorking, Mr. Edward Arthur
## 285                                                         Smith, Mr. Richard William
## 286                                                                Stankovic, Mr. Ivan
## 287                                                            de Mulder, Mr. Theodore
## 288                                                               Naidenoff, Mr. Penko
## 289                                                               Hosono, Mr. Masabumi
## 290                                                               Connolly, Miss. Kate
## 291                                                       Barber, Miss. Ellen "Nellie"
## 292                                            Bishop, Mrs. Dickinson H (Helen Walton)
## 293                                                             Levy, Mr. Rene Jacques
## 294                                                                Haas, Miss. Aloisia
## 295                                                                   Mineff, Mr. Ivan
## 296                                                                  Lewy, Mr. Ervin G
## 297                                                                 Hanna, Mr. Mansour
## 298                                                       Allison, Miss. Helen Loraine
## 299                                                              Saalfeld, Mr. Adolphe
## 300                                    Baxter, Mrs. James (Helene DeLaudeniere Chaput)
## 301                                           Kelly, Miss. Anna Katherine "Annie Kate"
## 302                                                                 McCoy, Mr. Bernard
## 303                                                    Johnson, Mr. William Cahoone Jr
## 304                                                                Keane, Miss. Nora A
## 305                                                  Williams, Mr. Howard Hugh "Harry"
## 306                                                     Allison, Master. Hudson Trevor
## 307                                                            Fleming, Miss. Margaret
## 308 Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)
## 309                                                                Abelson, Mr. Samuel
## 310                                                     Francatelli, Miss. Laura Mabel
## 311                                                     Hays, Miss. Margaret Bechstein
## 312                                                         Ryerson, Miss. Emily Borie
## 313                                              Lahtinen, Mrs. William (Anna Sylfven)
## 314                                                             Hendekovic, Mr. Ignjac
## 315                                                                 Hart, Mr. Benjamin
## 316                                                    Nilsson, Miss. Helmina Josefina
## 317                                                Kantor, Mrs. Sinai (Miriam Sternin)
## 318                                                               Moraweck, Dr. Ernest
## 319                                                           Wick, Miss. Mary Natalie
## 320                           Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)
## 321                                                                 Dennis, Mr. Samuel
## 322                                                                   Danoff, Mr. Yoto
## 323                                                          Slayter, Miss. Hilda Mary
## 324                                Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)
## 325                                                           Sage, Mr. George John Jr
## 326                                                           Young, Miss. Marie Grice
## 327                                                          Nysveen, Mr. Johan Hansen
## 328                                                            Ball, Mrs. (Ada E Hall)
## 329                                     Goldsmith, Mrs. Frank John (Emily Alice Brown)
## 330                                                       Hippach, Miss. Jean Gertrude
## 331                                                                 McCoy, Miss. Agnes
## 332                                                                Partner, Mr. Austen
## 333                                                          Graham, Mr. George Edward
## 334                                                    Vander Planke, Mr. Leo Edmondus
## 335                                 Frauenthal, Mrs. Henry William (Clara Heinsheimer)
## 336                                                                 Denkoff, Mr. Mitto
## 337                                                          Pears, Mr. Thomas Clinton
## 338                                                    Burns, Miss. Elizabeth Margaret
## 339                                                              Dahl, Mr. Karl Edwart
## 340                                                       Blackwell, Mr. Stephen Weart
## 341                                                     Navratil, Master. Edmond Roger
## 342                                                     Fortune, Miss. Alice Elizabeth
## 343                                                         Collander, Mr. Erik Gustaf
## 344                                         Sedgwick, Mr. Charles Frederick Waddington
## 345                                                            Fox, Mr. Stanley Hubert
## 346                                                      Brown, Miss. Amelia "Mildred"
## 347                                                          Smith, Miss. Marion Elsie
## 348                                          Davison, Mrs. Thomas Henry (Mary E Finck)
## 349                                             Coutts, Master. William Loch "William"
## 350                                                                   Dimic, Mr. Jovan
## 351                                                             Odahl, Mr. Nils Martin
## 352                                             Williams-Lambert, Mr. Fletcher Fellows
## 353                                                                 Elias, Mr. Tannous
## 354                                                          Arnold-Franchi, Mr. Josef
## 355                                                                  Yousif, Mr. Wazli
## 356                                                        Vanden Steen, Mr. Leo Peter
## 357                                                        Bowerman, Miss. Elsie Edith
## 358                                                          Funk, Miss. Annie Clemmer
## 359                                                               McGovern, Miss. Mary
## 360                                                  Mockler, Miss. Helen Mary "Ellie"
## 361                                                                 Skoog, Mr. Wilhelm
## 362                                                          del Carlo, Mr. Sebastiano
## 363                                                    Barbara, Mrs. (Catherine David)
## 364                                                                    Asim, Mr. Adola
## 365                                                                O'Brien, Mr. Thomas
## 366                                                     Adahl, Mr. Mauritz Nils Martin
## 367                                   Warren, Mrs. Frank Manley (Anna Sophia Atkinson)
## 368                                                     Moussa, Mrs. (Mantoura Boulos)
## 369                                                                Jermyn, Miss. Annie
## 370                                                      Aubart, Mme. Leontine Pauline
## 371                                                        Harder, Mr. George Achilles
## 372                                                          Wiklund, Mr. Jakob Alfred
## 373                                                         Beavan, Mr. William Thomas
## 374                                                                Ringhini, Mr. Sante
## 375                                                         Palsson, Miss. Stina Viola
## 376                                              Meyer, Mrs. Edgar Joseph (Leila Saks)
## 377                                                    Landergren, Miss. Aurora Adelia
## 378                                                          Widener, Mr. Harry Elkins
## 379                                                                Betros, Mr. Tannous
## 380                                                        Gustafsson, Mr. Karl Gideon
## 381                                                              Bidois, Miss. Rosalie
## 382                                                        Nakid, Miss. Maria ("Mary")
## 383                                                                 Tikkanen, Mr. Juho
## 384                                Holverson, Mrs. Alexander Oskar (Mary Aline Towner)
## 385                                                             Plotcharsky, Mr. Vasil
## 386                                                          Davies, Mr. Charles Henry
## 387                                                    Goodwin, Master. Sidney Leonard
## 388                                                                   Buss, Miss. Kate
## 389                                                               Sadlier, Mr. Matthew
## 390                                                              Lehmann, Miss. Bertha
## 391                                                         Carter, Mr. William Ernest
## 392                                                             Jansson, Mr. Carl Olof
## 393                                                       Gustafsson, Mr. Johan Birger
## 394                                                             Newell, Miss. Marjorie
## 395                                Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)
## 396                                                                Johansson, Mr. Erik
## 397                                                                Olsson, Miss. Elina
## 398                                                            McKane, Mr. Peter David
## 399                                                                   Pain, Dr. Alfred
## 400                                                   Trout, Mrs. William H (Jessie L)
## 401                                                                 Niskanen, Mr. Juha
## 402                                                                    Adams, Mr. John
## 403                                                           Jussila, Miss. Mari Aina
## 404                                                     Hakkarainen, Mr. Pekka Pietari
## 405                                                            Oreskovic, Miss. Marija
## 406                                                                 Gale, Mr. Shadrach
## 407                                                   Widegren, Mr. Carl/Charles Peter
## 408                                                     Richards, Master. William Rowe
## 409                                                  Birkeland, Mr. Hans Martin Monsen
## 410                                                                 Lefebre, Miss. Ida
## 411                                                                 Sdycoff, Mr. Todor
## 412                                                                    Hart, Mr. Henry
## 413                                                             Minahan, Miss. Daisy E
## 414                                                     Cunningham, Mr. Alfred Fleming
## 415                                                          Sundman, Mr. Johan Julian
## 416                                            Meek, Mrs. Thomas (Annie Louise Rowley)
## 417                                    Drew, Mrs. James Vivian (Lulu Thorne Christian)
## 418                                                      Silven, Miss. Lyyli Karoliina
## 419                                                         Matthews, Mr. William John
## 420                                                          Van Impe, Miss. Catharina
## 421                                                             Gheorgheff, Mr. Stanio
## 422                                                                Charters, Mr. David
## 423                                                                 Zimmerman, Mr. Leo
## 424                             Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)
## 425                                                        Rosblom, Mr. Viktor Richard
## 426                                                             Wiseman, Mr. Phillippe
## 427                                        Clarke, Mrs. Charles V (Ada Maria Winfield)
## 428                Phillips, Miss. Kate Florence ("Mrs Kate Louise Phillips Marshall")
## 429                                                                   Flynn, Mr. James
## 430                                                 Pickard, Mr. Berk (Berk Trembisky)
## 431                                          Bjornstrom-Steffansson, Mr. Mauritz Hakan
## 432                                  Thorneycroft, Mrs. Percival (Florence Kate White)
## 433                                Louch, Mrs. Charles Alexander (Alice Adelaide Slow)
## 434                                                         Kallio, Mr. Nikolai Erland
## 435                                                          Silvey, Mr. William Baird
## 436                                                          Carter, Miss. Lucile Polk
## 437                                               Ford, Miss. Doolina Margaret "Daisy"
## 438                                              Richards, Mrs. Sidney (Emily Hocking)
## 439                                                                  Fortune, Mr. Mark
## 440                                             Kvillner, Mr. Johan Henrik Johannesson
## 441                                        Hart, Mrs. Benjamin (Esther Ada Bloomfield)
## 442                                                                    Hampe, Mr. Leon
## 443                                                          Petterson, Mr. Johan Emil
## 444                                                          Reynaldo, Ms. Encarnacion
## 445                                                  Johannesen-Bratthammer, Mr. Bernt
## 446                                                          Dodge, Master. Washington
## 447                                                  Mellinger, Miss. Madeleine Violet
## 448                                                        Seward, Mr. Frederic Kimber
## 449                                                     Baclini, Miss. Marie Catherine
## 450                                                     Peuchen, Major. Arthur Godfrey
## 451                                                              West, Mr. Edwy Arthur
## 452                                                    Hagland, Mr. Ingvald Olai Olsen
## 453                                                    Foreman, Mr. Benjamin Laventall
## 454                                                           Goldenberg, Mr. Samuel L
## 455                                                                Peduzzi, Mr. Joseph
## 456                                                                 Jalsevac, Mr. Ivan
## 457                                                          Millet, Mr. Francis Davis
## 458                                                  Kenyon, Mrs. Frederick R (Marion)
## 459                                                                Toomey, Miss. Ellen
## 460                                                              O'Connor, Mr. Maurice
## 461                                                                Anderson, Mr. Harry
## 462                                                                Morley, Mr. William
## 463                                                                  Gee, Mr. Arthur H
## 464                                                       Milling, Mr. Jacob Christian
## 465                                                                 Maisner, Mr. Simon
## 466                                                    Goncalves, Mr. Manuel Estanslas
## 467                                                              Campbell, Mr. William
## 468                                                         Smart, Mr. John Montgomery
## 469                                                                 Scanlan, Mr. James
## 470                                                      Baclini, Miss. Helene Barbara
## 471                                                                  Keefe, Mr. Arthur
## 472                                                                    Cacic, Mr. Luka
## 473                                            West, Mrs. Edwy Arthur (Ada Mary Worth)
## 474                                       Jerwan, Mrs. Amin S (Marie Marthe Thuillard)
## 475                                                        Strandberg, Miss. Ida Sofia
## 476                                                        Clifford, Mr. George Quincy
## 477                                                            Renouf, Mr. Peter Henry
## 478                                                          Braund, Mr. Lewis Richard
## 479                                                          Karlsson, Mr. Nils August
## 480                                                           Hirvonen, Miss. Hildur E
## 481                                                     Goodwin, Master. Harold Victor
## 482                                                   Frost, Mr. Anthony Wood "Archie"
## 483                                                           Rouse, Mr. Richard Henry
## 484                                                             Turkula, Mrs. (Hedwig)
## 485                                                            Bishop, Mr. Dickinson H
## 486                                                             Lefebre, Miss. Jeannie
## 487                                    Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)
## 488                                                            Kent, Mr. Edward Austin
## 489                                                      Somerton, Mr. Francis William
## 490                                              Coutts, Master. Eden Leslie "Neville"
## 491                                               Hagland, Mr. Konrad Mathias Reiersen
## 492                                                                Windelov, Mr. Einar
## 493                                                         Molson, Mr. Harry Markland
## 494                                                            Artagaveytia, Mr. Ramon
## 495                                                         Stanley, Mr. Edward Roland
## 496                                                              Yousseff, Mr. Gerious
## 497                                                     Eustis, Miss. Elizabeth Mussey
## 498                                                    Shellard, Mr. Frederick William
## 499                                    Allison, Mrs. Hudson J C (Bessie Waldo Daniels)
## 500                                                                 Svensson, Mr. Olof
## 501                                                                   Calic, Mr. Petar
## 502                                                                Canavan, Miss. Mary
## 503                                                     O'Sullivan, Miss. Bridget Mary
## 504                                                     Laitinen, Miss. Kristina Sofia
## 505                                                              Maioni, Miss. Roberta
## 506                                         Penasco y Castellana, Mr. Victor de Satode
## 507                                      Quick, Mrs. Frederick Charles (Jane Richards)
## 508                                      Bradley, Mr. George ("George Arthur Brayton")
## 509                                                           Olsen, Mr. Henry Margido
## 510                                                                     Lang, Mr. Fang
## 511                                                           Daly, Mr. Eugene Patrick
## 512                                                                  Webber, Mr. James
## 513                                                          McGough, Mr. James Robert
## 514                                     Rothschild, Mrs. Martin (Elizabeth L. Barrett)
## 515                                                                  Coleff, Mr. Satio
## 516                                                       Walker, Mr. William Anderson
## 517                                                       Lemore, Mrs. (Amelia Milley)
## 518                                                                  Ryan, Mr. Patrick
## 519                               Angle, Mrs. William A (Florence "Mary" Agnes Hughes)
## 520                                                                Pavlovic, Mr. Stefo
## 521                                                              Perreault, Miss. Anne
## 522                                                                    Vovk, Mr. Janko
## 523                                                                 Lahoud, Mr. Sarkis
## 524                                    Hippach, Mrs. Louis Albert (Ida Sophia Fischer)
## 525                                                                  Kassem, Mr. Fared
## 526                                                                 Farrell, Mr. James
## 527                                                               Ridsdale, Miss. Lucy
## 528                                                                 Farthing, Mr. John
## 529                                                          Salonen, Mr. Johan Werner
## 530                                                        Hocking, Mr. Richard George
## 531                                                           Quick, Miss. Phyllis May
## 532                                                                  Toufik, Mr. Nakli
## 533                                                               Elias, Mr. Joseph Jr
## 534                                             Peter, Mrs. Catherine (Catherine Rizk)
## 535                                                                Cacic, Miss. Marija
## 536                                                             Hart, Miss. Eva Miriam
## 537                                                  Butt, Major. Archibald Willingham
## 538                                                                LeRoy, Miss. Bertha
## 539                                                           Risien, Mr. Samuel Beard
## 540                                                 Frolicher, Miss. Hedwig Margaritha
## 541                                                            Crosby, Miss. Harriet R
## 542                                               Andersson, Miss. Ingeborg Constanzia
## 543                                                  Andersson, Miss. Sigrid Elisabeth
## 544                                                                  Beane, Mr. Edward
## 545                                                         Douglas, Mr. Walter Donald
## 546                                                       Nicholson, Mr. Arthur Ernest
## 547                                                  Beane, Mrs. Edward (Ethel Clarke)
## 548                                                         Padro y Manent, Mr. Julian
## 549                                                          Goldsmith, Mr. Frank John
## 550                                                     Davies, Master. John Morgan Jr
## 551                                                        Thayer, Mr. John Borland Jr
## 552                                                        Sharp, Mr. Percival James R
## 553                                                               O'Brien, Mr. Timothy
## 554                                                  Leeni, Mr. Fahim ("Philip Zenni")
## 555                                                                 Ohman, Miss. Velin
## 556                                                                 Wright, Mr. George
## 557                  Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan")
## 558                                                                Robbins, Mr. Victor
## 559                                             Taussig, Mrs. Emil (Tillie Mandelbaum)
## 560                                       de Messemaeker, Mrs. Guillaume Joseph (Emma)
## 561                                                           Morrow, Mr. Thomas Rowan
## 562                                                                  Sivic, Mr. Husein
## 563                                                         Norman, Mr. Robert Douglas
## 564                                                                  Simmons, Mr. John
## 565                                                     Meanwell, Miss. (Marion Ogden)
## 566                                                               Davies, Mr. Alfred J
## 567                                                               Stoytcheff, Mr. Ilia
## 568                                        Palsson, Mrs. Nils (Alma Cornelia Berglund)
## 569                                                                Doharr, Mr. Tannous
## 570                                                                  Jonsson, Mr. Carl
## 571                                                                 Harris, Mr. George
## 572                                      Appleton, Mrs. Edward Dale (Charlotte Lamson)
## 573                                                   Flynn, Mr. John Irwin ("Irving")
## 574                                                                  Kelly, Miss. Mary
## 575                                                       Rush, Mr. Alfred George John
## 576                                                               Patchett, Mr. George
## 577                                                               Garside, Miss. Ethel
## 578                                          Silvey, Mrs. William Baird (Alice Munger)
## 579                                                   Caram, Mrs. Joseph (Maria Elias)
## 580                                                                Jussila, Mr. Eiriik
## 581                                                        Christy, Miss. Julie Rachel
## 582                               Thayer, Mrs. John Borland (Marian Longstreth Morris)
## 583                                                         Downton, Mr. William James
## 584                                                                Ross, Mr. John Hugo
## 585                                                                Paulner, Mr. Uscher
## 586                                                                Taussig, Miss. Ruth
## 587                                                            Jarvis, Mr. John Denzil
## 588                                                   Frolicher-Stehli, Mr. Maxmillian
## 589                                                              Gilinski, Mr. Eliezer
## 590                                                                Murdlin, Mr. Joseph
## 591                                                               Rintamaki, Mr. Matti
## 592                                    Stephenson, Mrs. Walter Bertram (Martha Eustis)
## 593                                                         Elsbury, Mr. William James
## 594                                                                 Bourke, Miss. Mary
## 595                                                            Chapman, Mr. John Henry
## 596                                                        Van Impe, Mr. Jean Baptiste
## 597                                                         Leitch, Miss. Jessie Wills
## 598                                                                Johnson, Mr. Alfred
## 599                                                                  Boulos, Mr. Hanna
## 600                                       Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan")
## 601                                Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)
## 602                                                               Slabenoff, Mr. Petco
## 603                                                          Harrington, Mr. Charles H
## 604                                                          Torber, Mr. Ernst William
## 605                                                    Homer, Mr. Harry ("Mr E Haven")
## 606                                                      Lindell, Mr. Edvard Bengtsson
## 607                                                                  Karaic, Mr. Milan
## 608                                                        Daniel, Mr. Robert Williams
## 609                              Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)
## 610                                                          Shutes, Miss. Elizabeth W
## 611                          Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)
## 612                                                              Jardin, Mr. Jose Neto
## 613                                                        Murphy, Miss. Margaret Jane
## 614                                                                   Horgan, Mr. John
## 615                                                    Brocklebank, Mr. William Alfred
## 616                                                                Herman, Miss. Alice
## 617                                                          Danbom, Mr. Ernst Gilbert
## 618                                    Lobb, Mrs. William Arthur (Cordelia K Stanlick)
## 619                                                        Becker, Miss. Marion Louise
## 620                                                                Gavey, Mr. Lawrence
## 621                                                                Yasbeck, Mr. Antoni
## 622                                                       Kimball, Mr. Edwin Nelson Jr
## 623                                                                   Nakid, Mr. Sahid
## 624                                                        Hansen, Mr. Henry Damsgaard
## 625                                                        Bowen, Mr. David John "Dai"
## 626                                                              Sutton, Mr. Frederick
## 627                                                     Kirkland, Rev. Charles Leonard
## 628                                                      Longley, Miss. Gretchen Fiske
## 629                                                          Bostandyeff, Mr. Guentcho
## 630                                                           O'Connell, Mr. Patrick D
## 631                                               Barkworth, Mr. Algernon Henry Wilson
## 632                                                        Lundahl, Mr. Johan Svensson
## 633                                                          Stahelin-Maeglin, Dr. Max
## 634                                                      Parr, Mr. William Henry Marsh
## 635                                                                 Skoog, Miss. Mabel
## 636                                                                  Davis, Miss. Mary
## 637                                                         Leinonen, Mr. Antti Gustaf
## 638                                                                Collyer, Mr. Harvey
## 639                                             Panula, Mrs. Juha (Maria Emilia Ojala)
## 640                                                         Thorneycroft, Mr. Percival
## 641                                                             Jensen, Mr. Hans Peder
## 642                                                               Sagesser, Mlle. Emma
## 643                                                      Skoog, Miss. Margit Elizabeth
## 644                                                                    Foo, Mr. Choong
## 645                                                             Baclini, Miss. Eugenie
## 646                                                          Harper, Mr. Henry Sleeper
## 647                                                                  Cor, Mr. Liudevit
## 648                                                Simonius-Blumer, Col. Oberst Alfons
## 649                                                                 Willey, Mr. Edward
## 650                                                    Stanley, Miss. Amy Zillah Elsie
## 651                                                                  Mitkoff, Mr. Mito
## 652                                                                Doling, Miss. Elsie
## 653                                                     Kalvik, Mr. Johannes Halvorsen
## 654                                                      O'Leary, Miss. Hanora "Norah"
## 655                                                       Hegarty, Miss. Hanora "Nora"
## 656                                                          Hickman, Mr. Leonard Mark
## 657                                                              Radeff, Mr. Alexander
## 658                                                      Bourke, Mrs. John (Catherine)
## 659                                                       Eitemiller, Mr. George Floyd
## 660                                                         Newell, Mr. Arthur Webster
## 661                                                      Frauenthal, Dr. Henry William
## 662                                                                  Badt, Mr. Mohamed
## 663                                                         Colley, Mr. Edward Pomeroy
## 664                                                                   Coleff, Mr. Peju
## 665                                                        Lindqvist, Mr. Eino William
## 666                                                                 Hickman, Mr. Lewis
## 667                                                        Butler, Mr. Reginald Fenton
## 668                                                         Rommetvedt, Mr. Knud Paust
## 669                                                                    Cook, Mr. Jacob
## 670                                  Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)
## 671                      Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)
## 672                                                             Davidson, Mr. Thornton
## 673                                                        Mitchell, Mr. Henry Michael
## 674                                                              Wilhelms, Mr. Charles
## 675                                                         Watson, Mr. Ennis Hastings
## 676                                                     Edvardsson, Mr. Gustaf Hjalmar
## 677                                                      Sawyer, Mr. Frederick Charles
## 678                                                            Turja, Miss. Anna Sofia
## 679                                            Goodwin, Mrs. Frederick (Augusta Tyler)
## 680                                                 Cardeza, Mr. Thomas Drake Martinez
## 681                                                                Peters, Miss. Katie
## 682                                                                 Hassab, Mr. Hammad
## 683                                                        Olsvigen, Mr. Thor Anderson
## 684                                                        Goodwin, Mr. Charles Edward
## 685                                                  Brown, Mr. Thomas William Solomon
## 686                                             Laroche, Mr. Joseph Philippe Lemercier
## 687                                                           Panula, Mr. Jaako Arnold
## 688                                                                  Dakic, Mr. Branko
## 689                                                    Fischer, Mr. Eberhard Thelander
## 690                                                  Madill, Miss. Georgette Alexandra
## 691                                                            Dick, Mr. Albert Adrian
## 692                                                                 Karun, Miss. Manca
## 693                                                                       Lam, Mr. Ali
## 694                                                                   Saad, Mr. Khalil
## 695                                                                    Weir, Col. John
## 696                                                         Chapman, Mr. Charles Henry
## 697                                                                   Kelly, Mr. James
## 698                                                   Mullens, Miss. Katherine "Katie"
## 699                                                           Thayer, Mr. John Borland
## 700                                           Humblen, Mr. Adolf Mathias Nicolai Olsen
## 701                                  Astor, Mrs. John Jacob (Madeleine Talmadge Force)
## 702                                                   Silverthorne, Mr. Spencer Victor
## 703                                                              Barbara, Miss. Saiide
## 704                                                              Gallagher, Mr. Martin
## 705                                                            Hansen, Mr. Henrik Juul
## 706                                     Morley, Mr. Henry Samuel ("Mr Henry Marshall")
## 707                                                      Kelly, Mrs. Florence "Fannie"
## 708                                                  Calderhead, Mr. Edward Pennington
## 709                                                               Cleaver, Miss. Alice
## 710                                  Moubarek, Master. Halim Gonios ("William George")
## 711                                   Mayne, Mlle. Berthe Antonine ("Mrs de Villiers")
## 712                                                                 Klaber, Mr. Herman
## 713                                                           Taylor, Mr. Elmer Zebley
## 714                                                         Larsson, Mr. August Viktor
## 715                                                              Greenberg, Mr. Samuel
## 716                                         Soholt, Mr. Peter Andreas Lauritz Andersen
## 717                                                      Endres, Miss. Caroline Louise
## 718                                                Troutt, Miss. Edwina Celia "Winnie"
## 719                                                                McEvoy, Mr. Michael
## 720                                                       Johnson, Mr. Malkolm Joackim
## 721                                                  Harper, Miss. Annie Jessie "Nina"
## 722                                                          Jensen, Mr. Svend Lauritz
## 723                                                       Gillespie, Mr. William Henry
## 724                                                            Hodges, Mr. Henry Price
## 725                                                      Chambers, Mr. Norman Campbell
## 726                                                                Oreskovic, Mr. Luka
## 727                                        Renouf, Mrs. Peter Henry (Lillian Jefferys)
## 728                                                           Mannion, Miss. Margareth
## 729                                                    Bryhl, Mr. Kurt Arnold Gottfrid
## 730                                                      Ilmakangas, Miss. Pieta Sofia
## 731                                                      Allen, Miss. Elisabeth Walton
## 732                                                           Hassan, Mr. Houssein G N
## 733                                                               Knight, Mr. Robert J
## 734                                                         Berriman, Mr. William John
## 735                                                       Troupiansky, Mr. Moses Aaron
## 736                                                               Williams, Mr. Leslie
## 737                                            Ford, Mrs. Edward (Margaret Ann Watson)
## 738                                                             Lesurer, Mr. Gustave J
## 739                                                                 Ivanoff, Mr. Kanio
## 740                                                                 Nankoff, Mr. Minko
## 741                                                        Hawksford, Mr. Walter James
## 742                                                      Cavendish, Mr. Tyrell William
## 743                                              Ryerson, Miss. Susan Parker "Suzette"
## 744                                                                  McNamee, Mr. Neal
## 745                                                                 Stranden, Mr. Juho
## 746                                                       Crosby, Capt. Edward Gifford
## 747                                                        Abbott, Mr. Rossmore Edward
## 748                                                              Sinkkonen, Miss. Anna
## 749                                                          Marvin, Mr. Daniel Warner
## 750                                                            Connaghton, Mr. Michael
## 751                                                                  Wells, Miss. Joan
## 752                                                                Moor, Master. Meier
## 753                                                   Vande Velde, Mr. Johannes Joseph
## 754                                                                 Jonkoff, Mr. Lalio
## 755                                                   Herman, Mrs. Samuel (Jane Laver)
## 756                                                          Hamalainen, Master. Viljo
## 757                                                       Carlsson, Mr. August Sigfrid
## 758                                                           Bailey, Mr. Percy Andrew
## 759                                                       Theobald, Mr. Thomas Leonard
## 760                           Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)
## 761                                                                 Garfirth, Mr. John
## 762                                                     Nirva, Mr. Iisakki Antino Aijo
## 763                                                              Barah, Mr. Hanna Assi
## 764                                          Carter, Mrs. William Ernest (Lucile Polk)
## 765                                                             Eklund, Mr. Hans Linus
## 766                                               Hogeboom, Mrs. John C (Anna Andrews)
## 767                                                          Brewe, Dr. Arthur Jackson
## 768                                                                 Mangan, Miss. Mary
## 769                                                                Moran, Mr. Daniel J
## 770                                                   Gronnestad, Mr. Daniel Danielsen
## 771                                                             Lievens, Mr. Rene Aime
## 772                                                            Jensen, Mr. Niels Peder
## 773                                                                  Mack, Mrs. (Mary)
## 774                                                                    Elias, Mr. Dibo
## 775                                              Hocking, Mrs. Elizabeth (Eliza Needs)
## 776                                            Myhrman, Mr. Pehr Fabian Oliver Malkolm
## 777                                                                   Tobin, Mr. Roger
## 778                                                      Emanuel, Miss. Virginia Ethel
## 779                                                            Kilgannon, Mr. Thomas J
## 780                              Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)
## 781                                                               Ayoub, Miss. Banoura
## 782                                          Dick, Mrs. Albert Adrian (Vera Gillespie)
## 783                                                             Long, Mr. Milton Clyde
## 784                                                             Johnston, Mr. Andrew G
## 785                                                                   Ali, Mr. William
## 786                                                 Harmer, Mr. Abraham (David Lishin)
## 787                                                          Sjoblom, Miss. Anna Sofia
## 788                                                          Rice, Master. George Hugh
## 789                                                         Dean, Master. Bertram Vere
## 790                                                           Guggenheim, Mr. Benjamin
## 791                                                           Keane, Mr. Andrew "Andy"
## 792                                                                Gaskell, Mr. Alfred
## 793                                                            Sage, Miss. Stella Anna
## 794                                                           Hoyt, Mr. William Fisher
## 795                                                              Dantcheff, Mr. Ristiu
## 796                                                                 Otter, Mr. Richard
## 797                                                        Leader, Dr. Alice (Farnham)
## 798                                                                   Osman, Mrs. Mara
## 799                                                       Ibrahim Shawah, Mr. Yousseff
## 800                               Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)
## 801                                                               Ponesell, Mr. Martin
## 802                                        Collyer, Mrs. Harvey (Charlotte Annie Tate)
## 803                                                Carter, Master. William Thornton II
## 804                                                    Thomas, Master. Assad Alexander
## 805                                                            Hedman, Mr. Oskar Arvid
## 806                                                          Johansson, Mr. Karl Johan
## 807                                                             Andrews, Mr. Thomas Jr
## 808                                                    Pettersson, Miss. Ellen Natalia
## 809                                                                  Meyer, Mr. August
## 810                                     Chambers, Mrs. Norman Campbell (Bertha Griggs)
## 811                                                             Alexander, Mr. William
## 812                                                                  Lester, Mr. James
## 813                                                          Slemen, Mr. Richard James
## 814                                                 Andersson, Miss. Ebba Iris Alfrida
## 815                                                         Tomlin, Mr. Ernest Portage
## 816                                                                   Fry, Mr. Richard
## 817                                                       Heininen, Miss. Wendla Maria
## 818                                                                 Mallet, Mr. Albert
## 819                                                   Holm, Mr. John Fredrik Alexander
## 820                                                       Skoog, Master. Karl Thorsten
## 821                                 Hays, Mrs. Charles Melville (Clara Jennings Gregg)
## 822                                                                  Lulic, Mr. Nikola
## 823                                                    Reuchlin, Jonkheer. John George
## 824                                                                 Moor, Mrs. (Beila)
## 825                                                       Panula, Master. Urho Abraham
## 826                                                                    Flynn, Mr. John
## 827                                                                       Lam, Mr. Len
## 828                                                              Mallet, Master. Andre
## 829                                                       McCormack, Mr. Thomas Joseph
## 830                                          Stone, Mrs. George Nelson (Martha Evelyn)
## 831                                            Yasbeck, Mrs. Antoni (Selini Alexander)
## 832                                                    Richards, Master. George Sibley
## 833                                                                     Saad, Mr. Amin
## 834                                                             Augustsson, Mr. Albert
## 835                                                             Allum, Mr. Owen George
## 836                                                        Compton, Miss. Sara Rebecca
## 837                                                                   Pasic, Mr. Jakob
## 838                                                                Sirota, Mr. Maurice
## 839                                                                    Chip, Mr. Chang
## 840                                                               Marechal, Mr. Pierre
## 841                                                        Alhomaki, Mr. Ilmari Rudolf
## 842                                                           Mudd, Mr. Thomas Charles
## 843                                                            Serepeca, Miss. Augusta
## 844                                                         Lemberopolous, Mr. Peter L
## 845                                                                Culumovic, Mr. Jeso
## 846                                                                Abbing, Mr. Anthony
## 847                                                           Sage, Mr. Douglas Bullen
## 848                                                                 Markoff, Mr. Marin
## 849                                                                  Harper, Rev. John
## 850                                       Goldenberg, Mrs. Samuel L (Edwiga Grabowska)
## 851                                            Andersson, Master. Sigvard Harald Elias
## 852                                                                Svensson, Mr. Johan
## 853                                                            Boulos, Miss. Nourelain
## 854                                                          Lines, Miss. Mary Conover
## 855                                      Carter, Mrs. Ernest Courtenay (Lilian Hughes)
## 856                                                         Aks, Mrs. Sam (Leah Rosen)
## 857                                         Wick, Mrs. George Dennick (Mary Hitchcock)
## 858                                                             Daly, Mr. Peter Denis 
## 859                                              Baclini, Mrs. Solomon (Latifa Qurban)
## 860                                                                   Razi, Mr. Raihed
## 861                                                            Hansen, Mr. Claus Peter
## 862                                                        Giles, Mr. Frederick Edward
## 863                                Swift, Mrs. Frederick Joel (Margaret Welles Barron)
## 864                                                  Sage, Miss. Dorothy Edith "Dolly"
## 865                                                             Gill, Mr. John William
## 866                                                           Bystrom, Mrs. (Karolina)
## 867                                                       Duran y More, Miss. Asuncion
## 868                                               Roebling, Mr. Washington Augustus II
## 869                                                        van Melkebeke, Mr. Philemon
## 870                                                    Johnson, Master. Harold Theodor
## 871                                                                  Balkic, Mr. Cerin
## 872                                   Beckwith, Mrs. Richard Leonard (Sallie Monypeny)
## 873                                                           Carlsson, Mr. Frans Olof
## 874                                                        Vander Cruyssen, Mr. Victor
## 875                                              Abelson, Mrs. Samuel (Hannah Wizosky)
## 876                                                   Najib, Miss. Adele Kiamie "Jane"
## 877                                                      Gustafsson, Mr. Alfred Ossian
## 878                                                               Petroff, Mr. Nedelio
## 879                                                                 Laleff, Mr. Kristo
## 880                                      Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)
## 881                                       Shelley, Mrs. William (Imanita Parrish Hall)
## 882                                                                 Markun, Mr. Johann
## 883                                                       Dahlberg, Miss. Gerda Ulrika
## 884                                                      Banfield, Mr. Frederick James
## 885                                                             Sutehall, Mr. Henry Jr
## 886                                               Rice, Mrs. William (Margaret Norton)
## 887                                                              Montvila, Rev. Juozas
## 888                                                       Graham, Miss. Margaret Edith
## 889                                           Johnston, Miss. Catherine Helen "Carrie"
## 890                                                              Behr, Mr. Karl Howell
## 891                                                                Dooley, Mr. Patrick
##        Sex   Age SibSp Parch             Ticket     Fare           Cabin
## 1     male 22.00     1     0          A/5 21171   7.2500                
## 2   female 38.00     1     0           PC 17599  71.2833             C85
## 3   female 26.00     0     0   STON/O2. 3101282   7.9250                
## 4   female 35.00     1     0             113803  53.1000            C123
## 5     male 35.00     0     0             373450   8.0500                
## 6     male    NA     0     0             330877   8.4583                
## 7     male 54.00     0     0              17463  51.8625             E46
## 8     male  2.00     3     1             349909  21.0750                
## 9   female 27.00     0     2             347742  11.1333                
## 10  female 14.00     1     0             237736  30.0708                
## 11  female  4.00     1     1            PP 9549  16.7000              G6
## 12  female 58.00     0     0             113783  26.5500            C103
## 13    male 20.00     0     0          A/5. 2151   8.0500                
## 14    male 39.00     1     5             347082  31.2750                
## 15  female 14.00     0     0             350406   7.8542                
## 16  female 55.00     0     0             248706  16.0000                
## 17    male  2.00     4     1             382652  29.1250                
## 18    male    NA     0     0             244373  13.0000                
## 19  female 31.00     1     0             345763  18.0000                
## 20  female    NA     0     0               2649   7.2250                
## 21    male 35.00     0     0             239865  26.0000                
## 22    male 34.00     0     0             248698  13.0000             D56
## 23  female 15.00     0     0             330923   8.0292                
## 24    male 28.00     0     0             113788  35.5000              A6
## 25  female  8.00     3     1             349909  21.0750                
## 26  female 38.00     1     5             347077  31.3875                
## 27    male    NA     0     0               2631   7.2250                
## 28    male 19.00     3     2              19950 263.0000     C23 C25 C27
## 29  female    NA     0     0             330959   7.8792                
## 30    male    NA     0     0             349216   7.8958                
## 31    male 40.00     0     0           PC 17601  27.7208                
## 32  female    NA     1     0           PC 17569 146.5208             B78
## 33  female    NA     0     0             335677   7.7500                
## 34    male 66.00     0     0         C.A. 24579  10.5000                
## 35    male 28.00     1     0           PC 17604  82.1708                
## 36    male 42.00     1     0             113789  52.0000                
## 37    male    NA     0     0               2677   7.2292                
## 38    male 21.00     0     0         A./5. 2152   8.0500                
## 39  female 18.00     2     0             345764  18.0000                
## 40  female 14.00     1     0               2651  11.2417                
## 41  female 40.00     1     0               7546   9.4750                
## 42  female 27.00     1     0              11668  21.0000                
## 43    male    NA     0     0             349253   7.8958                
## 44  female  3.00     1     2      SC/Paris 2123  41.5792                
## 45  female 19.00     0     0             330958   7.8792                
## 46    male    NA     0     0    S.C./A.4. 23567   8.0500                
## 47    male    NA     1     0             370371  15.5000                
## 48  female    NA     0     0              14311   7.7500                
## 49    male    NA     2     0               2662  21.6792                
## 50  female 18.00     1     0             349237  17.8000                
## 51    male  7.00     4     1            3101295  39.6875                
## 52    male 21.00     0     0         A/4. 39886   7.8000                
## 53  female 49.00     1     0           PC 17572  76.7292             D33
## 54  female 29.00     1     0               2926  26.0000                
## 55    male 65.00     0     1             113509  61.9792             B30
## 56    male    NA     0     0              19947  35.5000             C52
## 57  female 21.00     0     0         C.A. 31026  10.5000                
## 58    male 28.50     0     0               2697   7.2292                
## 59  female  5.00     1     2         C.A. 34651  27.7500                
## 60    male 11.00     5     2            CA 2144  46.9000                
## 61    male 22.00     0     0               2669   7.2292                
## 62  female 38.00     0     0             113572  80.0000             B28
## 63    male 45.00     1     0              36973  83.4750             C83
## 64    male  4.00     3     2             347088  27.9000                
## 65    male    NA     0     0           PC 17605  27.7208                
## 66    male    NA     1     1               2661  15.2458                
## 67  female 29.00     0     0         C.A. 29395  10.5000             F33
## 68    male 19.00     0     0          S.P. 3464   8.1583                
## 69  female 17.00     4     2            3101281   7.9250                
## 70    male 26.00     2     0             315151   8.6625                
## 71    male 32.00     0     0         C.A. 33111  10.5000                
## 72  female 16.00     5     2            CA 2144  46.9000                
## 73    male 21.00     0     0       S.O.C. 14879  73.5000                
## 74    male 26.00     1     0               2680  14.4542                
## 75    male 32.00     0     0               1601  56.4958                
## 76    male 25.00     0     0             348123   7.6500           F G73
## 77    male    NA     0     0             349208   7.8958                
## 78    male    NA     0     0             374746   8.0500                
## 79    male  0.83     0     2             248738  29.0000                
## 80  female 30.00     0     0             364516  12.4750                
## 81    male 22.00     0     0             345767   9.0000                
## 82    male 29.00     0     0             345779   9.5000                
## 83  female    NA     0     0             330932   7.7875                
## 84    male 28.00     0     0             113059  47.1000                
## 85  female 17.00     0     0         SO/C 14885  10.5000                
## 86  female 33.00     3     0            3101278  15.8500                
## 87    male 16.00     1     3         W./C. 6608  34.3750                
## 88    male    NA     0     0    SOTON/OQ 392086   8.0500                
## 89  female 23.00     3     2              19950 263.0000     C23 C25 C27
## 90    male 24.00     0     0             343275   8.0500                
## 91    male 29.00     0     0             343276   8.0500                
## 92    male 20.00     0     0             347466   7.8542                
## 93    male 46.00     1     0        W.E.P. 5734  61.1750             E31
## 94    male 26.00     1     2          C.A. 2315  20.5750                
## 95    male 59.00     0     0             364500   7.2500                
## 96    male    NA     0     0             374910   8.0500                
## 97    male 71.00     0     0           PC 17754  34.6542              A5
## 98    male 23.00     0     1           PC 17759  63.3583         D10 D12
## 99  female 34.00     0     1             231919  23.0000                
## 100   male 34.00     1     0             244367  26.0000                
## 101 female 28.00     0     0             349245   7.8958                
## 102   male    NA     0     0             349215   7.8958                
## 103   male 21.00     0     1              35281  77.2875             D26
## 104   male 33.00     0     0               7540   8.6542                
## 105   male 37.00     2     0            3101276   7.9250                
## 106   male 28.00     0     0             349207   7.8958                
## 107 female 21.00     0     0             343120   7.6500                
## 108   male    NA     0     0             312991   7.7750                
## 109   male 38.00     0     0             349249   7.8958                
## 110 female    NA     1     0             371110  24.1500                
## 111   male 47.00     0     0             110465  52.0000            C110
## 112 female 14.50     1     0               2665  14.4542                
## 113   male 22.00     0     0             324669   8.0500                
## 114 female 20.00     1     0               4136   9.8250                
## 115 female 17.00     0     0               2627  14.4583                
## 116   male 21.00     0     0  STON/O 2. 3101294   7.9250                
## 117   male 70.50     0     0             370369   7.7500                
## 118   male 29.00     1     0              11668  21.0000                
## 119   male 24.00     0     1           PC 17558 247.5208         B58 B60
## 120 female  2.00     4     2             347082  31.2750                
## 121   male 21.00     2     0       S.O.C. 14879  73.5000                
## 122   male    NA     0     0          A4. 54510   8.0500                
## 123   male 32.50     1     0             237736  30.0708                
## 124 female 32.50     0     0              27267  13.0000            E101
## 125   male 54.00     0     1              35281  77.2875             D26
## 126   male 12.00     1     0               2651  11.2417                
## 127   male    NA     0     0             370372   7.7500                
## 128   male 24.00     0     0            C 17369   7.1417                
## 129 female    NA     1     1               2668  22.3583           F E69
## 130   male 45.00     0     0             347061   6.9750                
## 131   male 33.00     0     0             349241   7.8958                
## 132   male 20.00     0     0 SOTON/O.Q. 3101307   7.0500                
## 133 female 47.00     1     0          A/5. 3337  14.5000                
## 134 female 29.00     1     0             228414  26.0000                
## 135   male 25.00     0     0         C.A. 29178  13.0000                
## 136   male 23.00     0     0      SC/PARIS 2133  15.0458                
## 137 female 19.00     0     2              11752  26.2833             D47
## 138   male 37.00     1     0             113803  53.1000            C123
## 139   male 16.00     0     0               7534   9.2167                
## 140   male 24.00     0     0           PC 17593  79.2000             B86
## 141 female    NA     0     2               2678  15.2458                
## 142 female 22.00     0     0             347081   7.7500                
## 143 female 24.00     1     0   STON/O2. 3101279  15.8500                
## 144   male 19.00     0     0             365222   6.7500                
## 145   male 18.00     0     0             231945  11.5000                
## 146   male 19.00     1     1         C.A. 33112  36.7500                
## 147   male 27.00     0     0             350043   7.7958                
## 148 female  9.00     2     2         W./C. 6608  34.3750                
## 149   male 36.50     0     2             230080  26.0000              F2
## 150   male 42.00     0     0             244310  13.0000                
## 151   male 51.00     0     0        S.O.P. 1166  12.5250                
## 152 female 22.00     1     0             113776  66.6000              C2
## 153   male "str_subset()"     0     0         A.5. 11206   8.0500                
## 154   male 40.50     0     2           A/5. 851  14.5000                
## 155   male    NA     0     0          Fa 265302   7.3125                
## 156   male 51.00     0     1           PC 17597  61.3792                
## 157 female 16.00     0     0              35851   7.7333                
## 158   male 30.00     0     0    SOTON/OQ 392090   8.0500                
## 159   male    NA     0     0             315037   8.6625                
## 160   male    NA     8     2           CA. 2343  69.5500                
## 161   male 44.00     0     1             371362  16.1000                
## 162 female 40.00     0     0         C.A. 33595  15.7500                
## 163   male 26.00     0     0             347068   7.7750                
## 164   male 17.00     0     0             315093   8.6625                
## 165   male  1.00     4     1            3101295  39.6875                
## 166   male  9.00     0     2             363291  20.5250                
## 167 female    NA     0     1             113505  55.0000             E33
## 168 female 45.00     1     4             347088  27.9000                
## 169   male    NA     0     0           PC 17318  25.9250                
## 170   male 28.00     0     0               1601  56.4958                
## 171   male 61.00     0     0             111240  33.5000             B19
## 172   male  4.00     4     1             382652  29.1250                
## 173 female  1.00     1     1             347742  11.1333                
## 174   male 21.00     0     0  STON/O 2. 3101280   7.9250                
## 175   male 56.00     0     0              17764  30.6958              A7
## 176   male 18.00     1     1             350404   7.8542                
## 177   male    NA     3     1               4133  25.4667                
## 178 female 50.00     0     0           PC 17595  28.7125             C49
## 179   male 30.00     0     0             250653  13.0000                
## 180   male 36.00     0     0               LINE   0.0000                
## 181 female    NA     8     2           CA. 2343  69.5500                
## 182   male    NA     0     0      SC/PARIS 2131  15.0500                
## 183   male  9.00     4     2             347077  31.3875                
## 184   male  1.00     2     1             230136  39.0000              F4
## 185 female  4.00     0     2             315153  22.0250                
## 186   male    NA     0     0             113767  50.0000             A32
## 187 female    NA     1     0             370365  15.5000                
## 188   male 45.00     0     0             111428  26.5500                
## 189   male 40.00     1     1             364849  15.5000                
## 190   male 36.00     0     0             349247   7.8958                
## 191 female 32.00     0     0             234604  13.0000                
## 192   male 19.00     0     0              28424  13.0000                
## 193 female 19.00     1     0             350046   7.8542                
## 194   male  3.00     1     1             230080  26.0000              F2
## 195 female 44.00     0     0           PC 17610  27.7208              B4
## 196 female 58.00     0     0           PC 17569 146.5208             B80
## 197   male    NA     0     0             368703   7.7500                
## 198   male 42.00     0     1               4579   8.4042                
## 199 female    NA     0     0             370370   7.7500                
## 200 female 24.00     0     0             248747  13.0000                
## 201   male 28.00     0     0             345770   9.5000                
## 202   male    NA     8     2           CA. 2343  69.5500                
## 203   male 34.00     0     0            3101264   6.4958                
## 204   male 45.50     0     0               2628   7.2250                
## 205   male 18.00     0     0           A/5 3540   8.0500                
## 206 female  2.00     0     1             347054  10.4625              G6
## 207   male 32.00     1     0            3101278  15.8500                
## 208   male 26.00     0     0               2699  18.7875                
## 209 female 16.00     0     0             367231   7.7500                
## 210   male 40.00     0     0             112277  31.0000             A31
## 211   male 24.00     0     0 SOTON/O.Q. 3101311   7.0500                
## 212 female 35.00     0     0       F.C.C. 13528  21.0000                
## 213   male 22.00     0     0          A/5 21174   7.2500                
## 214   male 30.00     0     0             250646  13.0000                
## 215   male    NA     1     0             367229   7.7500                
## 216 female 31.00     1     0              35273 113.2750             D36
## 217 female 27.00     0     0   STON/O2. 3101283   7.9250                
## 218   male 42.00     1     0             243847  27.0000                
## 219 female 32.00     0     0              11813  76.2917             D15
## 220   male 30.00     0     0          W/C 14208  10.5000                
## 221   male 16.00     0     0    SOTON/OQ 392089   8.0500                
## 222   male 27.00     0     0             220367  13.0000                
## 223   male 51.00     0     0              21440   8.0500                
## 224   male    NA     0     0             349234   7.8958                
## 225   male 38.00     1     0              19943  90.0000             C93
## 226   male 22.00     0     0            PP 4348   9.3500                
## 227   male 19.00     0     0          SW/PP 751  10.5000                
## 228   male 20.50     0     0          A/5 21173   7.2500                
## 229   male 18.00     0     0             236171  13.0000                
## 230 female    NA     3     1               4133  25.4667                
## 231 female 35.00     1     0              36973  83.4750             C83
## 232   male 29.00     0     0             347067   7.7750                
## 233   male 59.00     0     0             237442  13.5000                
## 234 female  5.00     4     2             347077  31.3875                
## 235   male 24.00     0     0         C.A. 29566  10.5000                
## 236 female    NA     0     0         W./C. 6609   7.5500                
## 237   male 44.00     1     0              26707  26.0000                
## 238 female  8.00     0     2         C.A. 31921  26.2500                
## 239   male 19.00     0     0              28665  10.5000                
## 240   male 33.00     0     0         SCO/W 1585  12.2750                
## 241 female    NA     1     0               2665  14.4542                
## 242 female    NA     1     0             367230  15.5000                
## 243   male 29.00     0     0        W./C. 14263  10.5000                
## 244   male 22.00     0     0  STON/O 2. 3101275   7.1250                
## 245   male 30.00     0     0               2694   7.2250                
## 246   male 44.00     2     0              19928  90.0000             C78
## 247 female 25.00     0     0             347071   7.7750                
## 248 female 24.00     0     2             250649  14.5000                
## 249   male 37.00     1     1              11751  52.5542             D35
## 250   male 54.00     1     0             244252  26.0000                
## 251   male    NA     0     0             362316   7.2500                
## 252 female 29.00     1     1             347054  10.4625              G6
## 253   male 62.00     0     0             113514  26.5500             C87
## 254   male 30.00     1     0          A/5. 3336  16.1000                
## 255 female 41.00     0     2             370129  20.2125                
## 256 female 29.00     0     2               2650  15.2458                
## 257 female    NA     0     0           PC 17585  79.2000                
## 258 female 30.00     0     0             110152  86.5000             B77
## 259 female 35.00     0     0           PC 17755 512.3292                
## 260 female 50.00     0     1             230433  26.0000                
## 261   male    NA     0     0             384461   7.7500                
## 262   male  3.00     4     2             347077  31.3875                
## 263   male 52.00     1     1             110413  79.6500             E67
## 264   male 40.00     0     0             112059   0.0000             B94
## 265 female    NA     0     0             382649   7.7500                
## 266   male 36.00     0     0         C.A. 17248  10.5000                
## 267   male 16.00     4     1            3101295  39.6875                
## 268   male 25.00     1     0             347083   7.7750                
## 269 female 58.00     0     1           PC 17582 153.4625            C125
## 270 female 35.00     0     0           PC 17760 135.6333             C99
## 271   male    NA     0     0             113798  31.0000                
## 272   male 25.00     0     0               LINE   0.0000                
## 273 female 41.00     0     1             250644  19.5000                
## 274   male 37.00     0     1           PC 17596  29.7000            C118
## 275 female    NA     0     0             370375   7.7500                
## 276 female 63.00     1     0              13502  77.9583              D7
## 277 female 45.00     0     0             347073   7.7500                
## 278   male    NA     0     0             239853   0.0000                
## 279   male  7.00     4     1             382652  29.1250                
## 280 female 35.00     1     1          C.A. 2673  20.2500                
## 281   male 65.00     0     0             336439   7.7500                
## 282   male 28.00     0     0             347464   7.8542                
## 283   male 16.00     0     0             345778   9.5000                
## 284   male 19.00     0     0         A/5. 10482   8.0500                
## 285   male    NA     0     0             113056  26.0000             A19
## 286   male 33.00     0     0             349239   8.6625                
## 287   male 30.00     0     0             345774   9.5000                
## 288   male 22.00     0     0             349206   7.8958                
## 289   male 42.00     0     0             237798  13.0000                
## 290 female 22.00     0     0             370373   7.7500                
## 291 female 26.00     0     0              19877  78.8500                
## 292 female 19.00     1     0              11967  91.0792             B49
## 293   male 36.00     0     0      SC/Paris 2163  12.8750               D
## 294 female 24.00     0     0             349236   8.8500                
## 295   male 24.00     0     0             349233   7.8958                
## 296   male    NA     0     0           PC 17612  27.7208                
## 297   male 23.50     0     0               2693   7.2292                
## 298 female  2.00     1     2             113781 151.5500         C22 C26
## 299   male    NA     0     0              19988  30.5000            C106
## 300 female 50.00     0     1           PC 17558 247.5208         B58 B60
## 301 female    NA     0     0               9234   7.7500                
## 302   male    NA     2     0             367226  23.2500                
## 303   male 19.00     0     0               LINE   0.0000                
## 304 female    NA     0     0             226593  12.3500            E101
## 305   male    NA     0     0           A/5 2466   8.0500                
## 306   male  0.92     1     2             113781 151.5500         C22 C26
## 307 female    NA     0     0              17421 110.8833                
## 308 female 17.00     1     0           PC 17758 108.9000             C65
## 309   male 30.00     1     0          P/PP 3381  24.0000                
## 310 female 30.00     0     0           PC 17485  56.9292             E36
## 311 female 24.00     0     0              11767  83.1583             C54
## 312 female 18.00     2     2           PC 17608 262.3750 B57 B59 B63 B66
## 313 female 26.00     1     1             250651  26.0000                
## 314   male 28.00     0     0             349243   7.8958                
## 315   male 43.00     1     1       F.C.C. 13529  26.2500                
## 316 female 26.00     0     0             347470   7.8542                
## 317 female 24.00     1     0             244367  26.0000                
## 318   male 54.00     0     0              29011  14.0000                
## 319 female 31.00     0     2              36928 164.8667              C7
## 320 female 40.00     1     1              16966 134.5000             E34
## 321   male 22.00     0     0          A/5 21172   7.2500                
## 322   male 27.00     0     0             349219   7.8958                
## 323 female 30.00     0     0             234818  12.3500                
## 324 female 22.00     1     1             248738  29.0000                
## 325   male    NA     8     2           CA. 2343  69.5500                
## 326 female 36.00     0     0           PC 17760 135.6333             C32
## 327   male 61.00     0     0             345364   6.2375                
## 328 female 36.00     0     0              28551  13.0000               D
## 329 female 31.00     1     1             363291  20.5250                
## 330 female 16.00     0     1             111361  57.9792             B18
## 331 female    NA     2     0             367226  23.2500                
## 332   male 45.50     0     0             113043  28.5000            C124
## 333   male 38.00     0     1           PC 17582 153.4625             C91
## 334   male 16.00     2     0             345764  18.0000                
## 335 female    NA     1     0           PC 17611 133.6500                
## 336   male    NA     0     0             349225   7.8958                
## 337   male 29.00     1     0             113776  66.6000              C2
## 338 female 41.00     0     0              16966 134.5000             E40
## 339   male 45.00     0     0               7598   8.0500                
## 340   male 45.00     0     0             113784  35.5000               T
## 341   male  2.00     1     1             230080  26.0000              F2
## 342 female 24.00     3     2              19950 263.0000     C23 C25 C27
## 343   male 28.00     0     0             248740  13.0000                
## 344   male 25.00     0     0             244361  13.0000                
## 345   male 36.00     0     0             229236  13.0000                
## 346 female 24.00     0     0             248733  13.0000             F33
## 347 female 40.00     0     0              31418  13.0000                
## 348 female    NA     1     0             386525  16.1000                
## 349   male  3.00     1     1         C.A. 37671  15.9000                
## 350   male 42.00     0     0             315088   8.6625                
## 351   male 23.00     0     0               7267   9.2250                
## 352   male    NA     0     0             113510  35.0000            C128
## 353   male 15.00     1     1               2695   7.2292                
## 354   male 25.00     1     0             349237  17.8000                
## 355   male    NA     0     0               2647   7.2250                
## 356   male 28.00     0     0             345783   9.5000                
## 357 female 22.00     0     1             113505  55.0000             E33
## 358 female 38.00     0     0             237671  13.0000                
## 359 female    NA     0     0             330931   7.8792                
## 360 female    NA     0     0             330980   7.8792                
## 361   male 40.00     1     4             347088  27.9000                
## 362   male 29.00     1     0      SC/PARIS 2167  27.7208                
## 363 female 45.00     0     1               2691  14.4542                
## 364   male 35.00     0     0 SOTON/O.Q. 3101310   7.0500                
## 365   male    NA     1     0             370365  15.5000                
## 366   male 30.00     0     0             C 7076   7.2500                
## 367 female 60.00     1     0             110813  75.2500             D37
## 368 female    NA     0     0               2626   7.2292                
## 369 female    NA     0     0              14313   7.7500                
## 370 female 24.00     0     0           PC 17477  69.3000             B35
## 371   male 25.00     1     0              11765  55.4417             E50
## 372   male 18.00     1     0            3101267   6.4958                
## 373   male 19.00     0     0             323951   8.0500                
## 374   male 22.00     0     0           PC 17760 135.6333                
## 375 female  3.00     3     1             349909  21.0750                
## 376 female    NA     1     0           PC 17604  82.1708                
## 377 female 22.00     0     0             C 7077   7.2500                
## 378   male 27.00     0     2             113503 211.5000             C82
## 379   male 20.00     0     0               2648   4.0125                
## 380   male 19.00     0     0             347069   7.7750                
## 381 female 42.00     0     0           PC 17757 227.5250                
## 382 female  1.00     0     2               2653  15.7417                
## 383   male 32.00     0     0  STON/O 2. 3101293   7.9250                
## 384 female 35.00     1     0             113789  52.0000                
## 385   male    NA     0     0             349227   7.8958                
## 386   male 18.00     0     0       S.O.C. 14879  73.5000                
## 387   male  1.00     5     2            CA 2144  46.9000                
## 388 female 36.00     0     0              27849  13.0000                
## 389   male    NA     0     0             367655   7.7292                
## 390 female 17.00     0     0            SC 1748  12.0000                
## 391   male 36.00     1     2             113760 120.0000         B96 B98
## 392   male 21.00     0     0             350034   7.7958                
## 393   male 28.00     2     0            3101277   7.9250                
## 394 female 23.00     1     0              35273 113.2750             D36
## 395 female 24.00     0     2            PP 9549  16.7000              G6
## 396   male 22.00     0     0             350052   7.7958                
## 397 female 31.00     0     0             350407   7.8542                
## 398   male 46.00     0     0              28403  26.0000                
## 399   male 23.00     0     0             244278  10.5000                
## 400 female 28.00     0     0             240929  12.6500                
## 401   male 39.00     0     0  STON/O 2. 3101289   7.9250                
## 402   male 26.00     0     0             341826   8.0500                
## 403 female 21.00     1     0               4137   9.8250                
## 404   male 28.00     1     0   STON/O2. 3101279  15.8500                
## 405 female 20.00     0     0             315096   8.6625                
## 406   male 34.00     1     0              28664  21.0000                
## 407   male 51.00     0     0             347064   7.7500                
## 408   male  3.00     1     1              29106  18.7500                
## 409   male 21.00     0     0             312992   7.7750                
## 410 female    NA     3     1               4133  25.4667                
## 411   male    NA     0     0             349222   7.8958                
## 412   male    NA     0     0             394140   6.8583                
## 413 female 33.00     1     0              19928  90.0000             C78
## 414   male    NA     0     0             239853   0.0000                
## 415   male 44.00     0     0  STON/O 2. 3101269   7.9250                
## 416 female    NA     0     0             343095   8.0500                
## 417 female 34.00     1     1              28220  32.5000                
## 418 female 18.00     0     2             250652  13.0000                
## 419   male 30.00     0     0              28228  13.0000                
## 420 female 10.00     0     2             345773  24.1500                
## 421   male    NA     0     0             349254   7.8958                
## 422   male 21.00     0     0         A/5. 13032   7.7333                
## 423   male 29.00     0     0             315082   7.8750                
## 424 female 28.00     1     1             347080  14.4000                
## 425   male 18.00     1     1             370129  20.2125                
## 426   male    NA     0     0         A/4. 34244   7.2500                
## 427 female 28.00     1     0               2003  26.0000                
## 428 female 19.00     0     0             250655  26.0000                
## 429   male    NA     0     0             364851   7.7500                
## 430   male 32.00     0     0  SOTON/O.Q. 392078   8.0500             E10
## 431   male 28.00     0     0             110564  26.5500             C52
## 432 female    NA     1     0             376564  16.1000                
## 433 female 42.00     1     0         SC/AH 3085  26.0000                
## 434   male 17.00     0     0  STON/O 2. 3101274   7.1250                
## 435   male 50.00     1     0              13507  55.9000             E44
## 436 female 14.00     1     2             113760 120.0000         B96 B98
## 437 female 21.00     2     2         W./C. 6608  34.3750                
## 438 female 24.00     2     3              29106  18.7500                
## 439   male 64.00     1     4              19950 263.0000     C23 C25 C27
## 440   male 31.00     0     0         C.A. 18723  10.5000                
## 441 female 45.00     1     1       F.C.C. 13529  26.2500                
## 442   male 20.00     0     0             345769   9.5000                
## 443   male 25.00     1     0             347076   7.7750                
## 444 female 28.00     0     0             230434  13.0000                
## 445   male    NA     0     0              65306   8.1125                
## 446   male  4.00     0     2              33638  81.8583             A34
## 447 female 13.00     0     1             250644  19.5000                
## 448   male 34.00     0     0             113794  26.5500                
## 449 female  5.00     2     1               2666  19.2583                
## 450   male 52.00     0     0             113786  30.5000            C104
## 451   male 36.00     1     2         C.A. 34651  27.7500                
## 452   male    NA     1     0              65303  19.9667                
## 453   male 30.00     0     0             113051  27.7500            C111
## 454   male 49.00     1     0              17453  89.1042             C92
## 455   male    NA     0     0           A/5 2817   8.0500                
## 456   male 29.00     0     0             349240   7.8958                
## 457   male 65.00     0     0              13509  26.5500             E38
## 458 female    NA     1     0              17464  51.8625             D21
## 459 female 50.00     0     0       F.C.C. 13531  10.5000                
## 460   male    NA     0     0             371060   7.7500                
## 461   male 48.00     0     0              19952  26.5500             E12
## 462   male 34.00     0     0             364506   8.0500                
## 463   male 47.00     0     0             111320  38.5000             E63
## 464   male 48.00     0     0             234360  13.0000                
## 465   male    NA     0     0           A/S 2816   8.0500                
## 466   male 38.00     0     0 SOTON/O.Q. 3101306   7.0500                
## 467   male    NA     0     0             239853   0.0000                
## 468   male 56.00     0     0             113792  26.5500                
## 469   male    NA     0     0              36209   7.7250                
## 470 female  0.75     2     1               2666  19.2583                
## 471   male    NA     0     0             323592   7.2500                
## 472   male 38.00     0     0             315089   8.6625                
## 473 female 33.00     1     2         C.A. 34651  27.7500                
## 474 female 23.00     0     0    SC/AH Basle 541  13.7917               D
## 475 female 22.00     0     0               7553   9.8375                
## 476   male    NA     0     0             110465  52.0000             A14
## 477   male 34.00     1     0              31027  21.0000                
## 478   male 29.00     1     0               3460   7.0458                
## 479   male 22.00     0     0             350060   7.5208                
## 480 female  2.00     0     1            3101298  12.2875                
## 481   male  9.00     5     2            CA 2144  46.9000                
## 482   male    NA     0     0             239854   0.0000                
## 483   male 50.00     0     0           A/5 3594   8.0500                
## 484 female 63.00     0     0               4134   9.5875                
## 485   male 25.00     1     0              11967  91.0792             B49
## 486 female    NA     3     1               4133  25.4667                
## 487 female 35.00     1     0              19943  90.0000             C93
## 488   male 58.00     0     0              11771  29.7000             B37
## 489   male 30.00     0     0         A.5. 18509   8.0500                
## 490   male  9.00     1     1         C.A. 37671  15.9000                
## 491   male    NA     1     0              65304  19.9667                
## 492   male 21.00     0     0   SOTON/OQ 3101317   7.2500                
## 493   male 55.00     0     0             113787  30.5000             C30
## 494   male 71.00     0     0           PC 17609  49.5042                
## 495   male 21.00     0     0          A/4 45380   8.0500                
## 496   male    NA     0     0               2627  14.4583                
## 497 female 54.00     1     0              36947  78.2667             D20
## 498   male    NA     0     0          C.A. 6212  15.1000                
## 499 female 25.00     1     2             113781 151.5500         C22 C26
## 500   male 24.00     0     0             350035   7.7958                
## 501   male 17.00     0     0             315086   8.6625                
## 502 female 21.00     0     0             364846   7.7500                
## 503 female    NA     0     0             330909   7.6292                
## 504 female 37.00     0     0               4135   9.5875                
## 505 female 16.00     0     0             110152  86.5000             B79
## 506   male 18.00     1     0           PC 17758 108.9000             C65
## 507 female 33.00     0     2              26360  26.0000                
## 508   male    NA     0     0             111427  26.5500                
## 509   male 28.00     0     0             C 4001  22.5250                
## 510   male 26.00     0     0               1601  56.4958                
## 511   male 29.00     0     0             382651   7.7500                
## 512   male    NA     0     0   SOTON/OQ 3101316   8.0500                
## 513   male 36.00     0     0           PC 17473  26.2875             E25
## 514 female 54.00     1     0           PC 17603  59.4000                
## 515   male 24.00     0     0             349209   7.4958                
## 516   male 47.00     0     0              36967  34.0208             D46
## 517 female 34.00     0     0         C.A. 34260  10.5000             F33
## 518   male    NA     0     0             371110  24.1500                
## 519 female 36.00     1     0             226875  26.0000                
## 520   male 32.00     0     0             349242   7.8958                
## 521 female 30.00     0     0              12749  93.5000             B73
## 522   male 22.00     0     0             349252   7.8958                
## 523   male    NA     0     0               2624   7.2250                
## 524 female 44.00     0     1             111361  57.9792             B18
## 525   male    NA     0     0               2700   7.2292                
## 526   male 40.50     0     0             367232   7.7500                
## 527 female 50.00     0     0        W./C. 14258  10.5000                
## 528   male    NA     0     0           PC 17483 221.7792             C95
## 529   male 39.00     0     0            3101296   7.9250                
## 530   male 23.00     2     1              29104  11.5000                
## 531 female  2.00     1     1              26360  26.0000                
## 532   male    NA     0     0               2641   7.2292                
## 533   male 17.00     1     1               2690   7.2292                
## 534 female    NA     0     2               2668  22.3583                
## 535 female 30.00     0     0             315084   8.6625                
## 536 female  7.00     0     2       F.C.C. 13529  26.2500                
## 537   male 45.00     0     0             113050  26.5500             B38
## 538 female 30.00     0     0           PC 17761 106.4250                
## 539   male    NA     0     0             364498  14.5000                
## 540 female 22.00     0     2              13568  49.5000             B39
## 541 female 36.00     0     2          WE/P 5735  71.0000             B22
## 542 female  9.00     4     2             347082  31.2750                
## 543 female 11.00     4     2             347082  31.2750                
## 544   male 32.00     1     0               2908  26.0000                
## 545   male 50.00     1     0           PC 17761 106.4250             C86
## 546   male 64.00     0     0                693  26.0000                
## 547 female 19.00     1     0               2908  26.0000                
## 548   male    NA     0     0      SC/PARIS 2146  13.8625                
## 549   male 33.00     1     1             363291  20.5250                
## 550   male  8.00     1     1         C.A. 33112  36.7500                
## 551   male 17.00     0     2              17421 110.8833             C70
## 552   male 27.00     0     0             244358  26.0000                
## 553   male    NA     0     0             330979   7.8292                
## 554   male 22.00     0     0               2620   7.2250                
## 555 female 22.00     0     0             347085   7.7750                
## 556   male 62.00     0     0             113807  26.5500                
## 557 female 48.00     1     0              11755  39.6000             A16
## 558   male    NA     0     0           PC 17757 227.5250                
## 559 female 39.00     1     1             110413  79.6500             E67
## 560 female 36.00     1     0             345572  17.4000                
## 561   male    NA     0     0             372622   7.7500                
## 562   male 40.00     0     0             349251   7.8958                
## 563   male 28.00     0     0             218629  13.5000                
## 564   male    NA     0     0    SOTON/OQ 392082   8.0500                
## 565 female    NA     0     0  SOTON/O.Q. 392087   8.0500                
## 566   male 24.00     2     0          A/4 48871  24.1500                
## 567   male 19.00     0     0             349205   7.8958                
## 568 female 29.00     0     4             349909  21.0750                
## 569   male    NA     0     0               2686   7.2292                
## 570   male 32.00     0     0             350417   7.8542                
## 571   male 62.00     0     0        S.W./PP 752  10.5000                
## 572 female 53.00     2     0              11769  51.4792            C101
## 573   male 36.00     0     0           PC 17474  26.3875             E25
## 574 female    NA     0     0              14312   7.7500                
## 575   male 16.00     0     0         A/4. 20589   8.0500                
## 576   male 19.00     0     0             358585  14.5000                
## 577 female 34.00     0     0             243880  13.0000                
## 578 female 39.00     1     0              13507  55.9000             E44
## 579 female    NA     1     0               2689  14.4583                
## 580   male 32.00     0     0  STON/O 2. 3101286   7.9250                
## 581 female 25.00     1     1             237789  30.0000                
## 582 female 39.00     1     1              17421 110.8833             C68
## 583   male 54.00     0     0              28403  26.0000                
## 584   male 36.00     0     0              13049  40.1250             A10
## 585   male    NA     0     0               3411   8.7125                
## 586 female 18.00     0     2             110413  79.6500             E68
## 587   male 47.00     0     0             237565  15.0000                
## 588   male 60.00     1     1              13567  79.2000             B41
## 589   male 22.00     0     0              14973   8.0500                
## 590   male    NA     0     0         A./5. 3235   8.0500                
## 591   male 35.00     0     0  STON/O 2. 3101273   7.1250                
## 592 female 52.00     1     0              36947  78.2667             D20
## 593   male 47.00     0     0           A/5 3902   7.2500                
## 594 female    NA     0     2             364848   7.7500                
## 595   male 37.00     1     0        SC/AH 29037  26.0000                
## 596   male 36.00     1     1             345773  24.1500                
## 597 female    NA     0     0             248727  33.0000                
## 598   male 49.00     0     0               LINE   0.0000                
## 599   male    NA     0     0               2664   7.2250                
## 600   male 49.00     1     0           PC 17485  56.9292             A20
## 601 female 24.00     2     1             243847  27.0000                
## 602   male    NA     0     0             349214   7.8958                
## 603   male    NA     0     0             113796  42.4000                
## 604   male 44.00     0     0             364511   8.0500                
## 605   male 35.00     0     0             111426  26.5500                
## 606   male 36.00     1     0             349910  15.5500                
## 607   male 30.00     0     0             349246   7.8958                
## 608   male 27.00     0     0             113804  30.5000                
## 609 female 22.00     1     2      SC/Paris 2123  41.5792                
## 610 female 40.00     0     0           PC 17582 153.4625            C125
## 611 female 39.00     1     5             347082  31.2750                
## 612   male    NA     0     0 SOTON/O.Q. 3101305   7.0500                
## 613 female    NA     1     0             367230  15.5000                
## 614   male    NA     0     0             370377   7.7500                
## 615   male 35.00     0     0             364512   8.0500                
## 616 female 24.00     1     2             220845  65.0000                
## 617   male 34.00     1     1             347080  14.4000                
## 618 female 26.00     1     0          A/5. 3336  16.1000                
## 619 female  4.00     2     1             230136  39.0000              F4
## 620   male 26.00     0     0              31028  10.5000                
## 621   male 27.00     1     0               2659  14.4542                
## 622   male 42.00     1     0              11753  52.5542             D19
## 623   male 20.00     1     1               2653  15.7417                
## 624   male 21.00     0     0             350029   7.8542                
## 625   male 21.00     0     0              54636  16.1000                
## 626   male 61.00     0     0              36963  32.3208             D50
## 627   male 57.00     0     0             219533  12.3500                
## 628 female 21.00     0     0              13502  77.9583              D9
## 629   male 26.00     0     0             349224   7.8958                
## 630   male    NA     0     0             334912   7.7333                
## 631   male 80.00     0     0              27042  30.0000             A23
## 632   male 51.00     0     0             347743   7.0542                
## 633   male 32.00     0     0              13214  30.5000             B50
## 634   male    NA     0     0             112052   0.0000                
## 635 female  9.00     3     2             347088  27.9000                
## 636 female 28.00     0     0             237668  13.0000                
## 637   male 32.00     0     0  STON/O 2. 3101292   7.9250                
## 638   male 31.00     1     1         C.A. 31921  26.2500                
## 639 female 41.00     0     5            3101295  39.6875                
## 640   male    NA     1     0             376564  16.1000                
## 641   male 20.00     0     0             350050   7.8542                
## 642 female 24.00     0     0           PC 17477  69.3000             B35
## 643 female  2.00     3     2             347088  27.9000                
## 644   male    NA     0     0               1601  56.4958                
## 645 female  0.75     2     1               2666  19.2583                
## 646   male 48.00     1     0           PC 17572  76.7292             D33
## 647   male 19.00     0     0             349231   7.8958                
## 648   male 56.00     0     0              13213  35.5000             A26
## 649   male    NA     0     0      S.O./P.P. 751   7.5500                
## 650 female 23.00     0     0           CA. 2314   7.5500                
## 651   male    NA     0     0             349221   7.8958                
## 652 female 18.00     0     1             231919  23.0000                
## 653   male 21.00     0     0               8475   8.4333                
## 654 female    NA     0     0             330919   7.8292                
## 655 female 18.00     0     0             365226   6.7500                
## 656   male 24.00     2     0       S.O.C. 14879  73.5000                
## 657   male    NA     0     0             349223   7.8958                
## 658 female 32.00     1     1             364849  15.5000                
## 659   male 23.00     0     0              29751  13.0000                
## 660   male 58.00     0     2              35273 113.2750             D48
## 661   male 50.00     2     0           PC 17611 133.6500                
## 662   male 40.00     0     0               2623   7.2250                
## 663   male 47.00     0     0               5727  25.5875             E58
## 664   male 36.00     0     0             349210   7.4958                
## 665   male 20.00     1     0  STON/O 2. 3101285   7.9250                
## 666   male 32.00     2     0       S.O.C. 14879  73.5000                
## 667   male 25.00     0     0             234686  13.0000                
## 668   male    NA     0     0             312993   7.7750                
## 669   male 43.00     0     0           A/5 3536   8.0500                
## 670 female    NA     1     0              19996  52.0000            C126
## 671 female 40.00     1     1              29750  39.0000                
## 672   male 31.00     1     0         F.C. 12750  52.0000             B71
## 673   male 70.00     0     0         C.A. 24580  10.5000                
## 674   male 31.00     0     0             244270  13.0000                
## 675   male    NA     0     0             239856   0.0000                
## 676   male 18.00     0     0             349912   7.7750                
## 677   male 24.50     0     0             342826   8.0500                
## 678 female 18.00     0     0               4138   9.8417                
## 679 female 43.00     1     6            CA 2144  46.9000                
## 680   male 36.00     0     1           PC 17755 512.3292     B51 B53 B55
## 681 female    NA     0     0             330935   8.1375                
## 682   male 27.00     0     0           PC 17572  76.7292             D49
## 683   male 20.00     0     0               6563   9.2250                
## 684   male 14.00     5     2            CA 2144  46.9000                
## 685   male 60.00     1     1              29750  39.0000                
## 686   male 25.00     1     2      SC/Paris 2123  41.5792                
## 687   male 14.00     4     1            3101295  39.6875                
## 688   male 19.00     0     0             349228  10.1708                
## 689   male 18.00     0     0             350036   7.7958                
## 690 female 15.00     0     1              24160 211.3375              B5
## 691   male 31.00     1     0              17474  57.0000             B20
## 692 female  4.00     0     1             349256  13.4167                
## 693   male    NA     0     0               1601  56.4958                
## 694   male 25.00     0     0               2672   7.2250                
## 695   male 60.00     0     0             113800  26.5500                
## 696   male 52.00     0     0             248731  13.5000                
## 697   male 44.00     0     0             363592   8.0500                
## 698 female    NA     0     0              35852   7.7333                
## 699   male 49.00     1     1              17421 110.8833             C68
## 700   male 42.00     0     0             348121   7.6500           F G63
## 701 female 18.00     1     0           PC 17757 227.5250         C62 C64
## 702   male 35.00     0     0           PC 17475  26.2875             E24
## 703 female 18.00     0     1               2691  14.4542                
## 704   male 25.00     0     0              36864   7.7417                
## 705   male 26.00     1     0             350025   7.8542                
## 706   male 39.00     0     0             250655  26.0000                
## 707 female 45.00     0     0             223596  13.5000                
## 708   male 42.00     0     0           PC 17476  26.2875             E24
## 709 female 22.00     0     0             113781 151.5500                
## 710   male    NA     1     1               2661  15.2458                
## 711 female 24.00     0     0           PC 17482  49.5042             C90
## 712   male    NA     0     0             113028  26.5500            C124
## 713   male 48.00     1     0              19996  52.0000            C126
## 714   male 29.00     0     0               7545   9.4833                
## 715   male 52.00     0     0             250647  13.0000                
## 716   male 19.00     0     0             348124   7.6500           F G73
## 717 female 38.00     0     0           PC 17757 227.5250             C45
## 718 female 27.00     0     0              34218  10.5000            E101
## 719   male    NA     0     0              36568  15.5000                
## 720   male 33.00     0     0             347062   7.7750                
## 721 female  6.00     0     1             248727  33.0000                
## 722   male 17.00     1     0             350048   7.0542                
## 723   male 34.00     0     0              12233  13.0000                
## 724   male 50.00     0     0             250643  13.0000                
## 725   male 27.00     1     0             113806  53.1000              E8
## 726   male 20.00     0     0             315094   8.6625                
## 727 female 30.00     3     0              31027  21.0000                
## 728 female    NA     0     0              36866   7.7375                
## 729   male 25.00     1     0             236853  26.0000                
## 730 female 25.00     1     0   STON/O2. 3101271   7.9250                
## 731 female 29.00     0     0              24160 211.3375              B5
## 732   male 11.00     0     0               2699  18.7875                
## 733   male    NA     0     0             239855   0.0000                
## 734   male 23.00     0     0              28425  13.0000                
## 735   male 23.00     0     0             233639  13.0000                
## 736   male 28.50     0     0              54636  16.1000                
## 737 female 48.00     1     3         W./C. 6608  34.3750                
## 738   male 35.00     0     0           PC 17755 512.3292            B101
## 739   male    NA     0     0             349201   7.8958                
## 740   male    NA     0     0             349218   7.8958                
## 741   male    NA     0     0              16988  30.0000             D45
## 742   male 36.00     1     0              19877  78.8500             C46
## 743 female 21.00     2     2           PC 17608 262.3750 B57 B59 B63 B66
## 744   male 24.00     1     0             376566  16.1000                
## 745   male 31.00     0     0  STON/O 2. 3101288   7.9250                
## 746   male 70.00     1     1          WE/P 5735  71.0000             B22
## 747   male 16.00     1     1          C.A. 2673  20.2500                
## 748 female 30.00     0     0             250648  13.0000                
## 749   male 19.00     1     0             113773  53.1000             D30
## 750   male 31.00     0     0             335097   7.7500                
## 751 female  4.00     1     1              29103  23.0000                
## 752   male  6.00     0     1             392096  12.4750            E121
## 753   male 33.00     0     0             345780   9.5000                
## 754   male 23.00     0     0             349204   7.8958                
## 755 female 48.00     1     2             220845  65.0000                
## 756   male  0.67     1     1             250649  14.5000                
## 757   male 28.00     0     0             350042   7.7958                
## 758   male 18.00     0     0              29108  11.5000                
## 759   male 34.00     0     0             363294   8.0500                
## 760 female 33.00     0     0             110152  86.5000             B77
## 761   male    NA     0     0             358585  14.5000                
## 762   male 41.00     0     0   SOTON/O2 3101272   7.1250                
## 763   male 20.00     0     0               2663   7.2292                
## 764 female 36.00     1     2             113760 120.0000         B96 B98
## 765   male 16.00     0     0             347074   7.7750                
## 766 female 51.00     1     0              13502  77.9583             D11
## 767   male    NA     0     0             112379  39.6000                
## 768 female 30.50     0     0             364850   7.7500                
## 769   male    NA     1     0             371110  24.1500                
## 770   male 32.00     0     0               8471   8.3625                
## 771   male 24.00     0     0             345781   9.5000                
## 772   male 48.00     0     0             350047   7.8542                
## 773 female 57.00     0     0        S.O./P.P. 3  10.5000             E77
## 774   male    NA     0     0               2674   7.2250                
## 775 female 54.00     1     3              29105  23.0000                
## 776   male 18.00     0     0             347078   7.7500                
## 777   male    NA     0     0             383121   7.7500             F38
## 778 female  5.00     0     0             364516  12.4750                
## 779   male    NA     0     0              36865   7.7375                
## 780 female 43.00     0     1              24160 211.3375              B3
## 781 female 13.00     0     0               2687   7.2292                
## 782 female 17.00     1     0              17474  57.0000             B20
## 783   male 29.00     0     0             113501  30.0000              D6
## 784   male    NA     1     2         W./C. 6607  23.4500                
## 785   male 25.00     0     0 SOTON/O.Q. 3101312   7.0500                
## 786   male 25.00     0     0             374887   7.2500                
## 787 female 18.00     0     0            3101265   7.4958                
## 788   male  8.00     4     1             382652  29.1250                
## 789   male  1.00     1     2          C.A. 2315  20.5750                
## 790   male 46.00     0     0           PC 17593  79.2000         B82 B84
## 791   male    NA     0     0              12460   7.7500                
## 792   male 16.00     0     0             239865  26.0000                
## 793 female    NA     8     2           CA. 2343  69.5500                
## 794   male    NA     0     0           PC 17600  30.6958                
## 795   male 25.00     0     0             349203   7.8958                
## 796   male 39.00     0     0              28213  13.0000                
## 797 female 49.00     0     0              17465  25.9292             D17
## 798 female 31.00     0     0             349244   8.6833                
## 799   male 30.00     0     0               2685   7.2292                
## 800 female 30.00     1     1             345773  24.1500                
## 801   male 34.00     0     0             250647  13.0000                
## 802 female 31.00     1     1         C.A. 31921  26.2500                
## 803   male 11.00     1     2             113760 120.0000         B96 B98
## 804   male  0.42     0     1               2625   8.5167                
## 805   male 27.00     0     0             347089   6.9750                
## 806   male 31.00     0     0             347063   7.7750                
## 807   male 39.00     0     0             112050   0.0000             A36
## 808 female 18.00     0     0             347087   7.7750                
## 809   male 39.00     0     0             248723  13.0000                
## 810 female 33.00     1     0             113806  53.1000              E8
## 811   male 26.00     0     0               3474   7.8875                
## 812   male 39.00     0     0          A/4 48871  24.1500                
## 813   male 35.00     0     0              28206  10.5000                
## 814 female  6.00     4     2             347082  31.2750                
## 815   male 30.50     0     0             364499   8.0500                
## 816   male    NA     0     0             112058   0.0000            B102
## 817 female 23.00     0     0   STON/O2. 3101290   7.9250                
## 818   male 31.00     1     1    S.C./PARIS 2079  37.0042                
## 819   male 43.00     0     0             C 7075   6.4500                
## 820   male 10.00     3     2             347088  27.9000                
## 821 female 52.00     1     1              12749  93.5000             B69
## 822   male 27.00     0     0             315098   8.6625                
## 823   male 38.00     0     0              19972   0.0000                
## 824 female 27.00     0     1             392096  12.4750            E121
## 825   male  2.00     4     1            3101295  39.6875                
## 826   male    NA     0     0             368323   6.9500                
## 827   male    NA     0     0               1601  56.4958                
## 828   male  1.00     0     2    S.C./PARIS 2079  37.0042                
## 829   male    NA     0     0             367228   7.7500                
## 830 female 62.00     0     0             113572  80.0000             B28
## 831 female 15.00     1     0               2659  14.4542                
## 832   male  0.83     1     1              29106  18.7500                
## 833   male    NA     0     0               2671   7.2292                
## 834   male 23.00     0     0             347468   7.8542                
## 835   male 18.00     0     0               2223   8.3000                
## 836 female 39.00     1     1           PC 17756  83.1583             E49
## 837   male 21.00     0     0             315097   8.6625                
## 838   male    NA     0     0             392092   8.0500                
## 839   male 32.00     0     0               1601  56.4958                
## 840   male    NA     0     0              11774  29.7000             C47
## 841   male 20.00     0     0   SOTON/O2 3101287   7.9250                
## 842   male 16.00     0     0        S.O./P.P. 3  10.5000                
## 843 female 30.00     0     0             113798  31.0000                
## 844   male 34.50     0     0               2683   6.4375                
## 845   male 17.00     0     0             315090   8.6625                
## 846   male 42.00     0     0          C.A. 5547   7.5500                
## 847   male    NA     8     2           CA. 2343  69.5500                
## 848   male 35.00     0     0             349213   7.8958                
## 849   male 28.00     0     1             248727  33.0000                
## 850 female    NA     1     0              17453  89.1042             C92
## 851   male  4.00     4     2             347082  31.2750                
## 852   male 74.00     0     0             347060   7.7750                
## 853 female  9.00     1     1               2678  15.2458                
## 854 female 16.00     0     1           PC 17592  39.4000             D28
## 855 female 44.00     1     0             244252  26.0000                
## 856 female 18.00     0     1             392091   9.3500                
## 857 female 45.00     1     1              36928 164.8667                
## 858   male 51.00     0     0             113055  26.5500             E17
## 859 female 24.00     0     3               2666  19.2583                
## 860   male    NA     0     0               2629   7.2292                
## 861   male 41.00     2     0             350026  14.1083                
## 862   male 21.00     1     0              28134  11.5000                
## 863 female 48.00     0     0              17466  25.9292             D17
## 864 female    NA     8     2           CA. 2343  69.5500                
## 865   male 24.00     0     0             233866  13.0000                
## 866 female 42.00     0     0             236852  13.0000                
## 867 female 27.00     1     0      SC/PARIS 2149  13.8583                
## 868   male 31.00     0     0           PC 17590  50.4958             A24
## 869   male    NA     0     0             345777   9.5000                
## 870   male  4.00     1     1             347742  11.1333                
## 871   male 26.00     0     0             349248   7.8958                
## 872 female 47.00     1     1              11751  52.5542             D35
## 873   male 33.00     0     0                695   5.0000     B51 B53 B55
## 874   male 47.00     0     0             345765   9.0000                
## 875 female 28.00     1     0          P/PP 3381  24.0000                
## 876 female 15.00     0     0               2667   7.2250                
## 877   male 20.00     0     0               7534   9.8458                
## 878   male 19.00     0     0             349212   7.8958                
## 879   male    NA     0     0             349217   7.8958                
## 880 female 56.00     0     1              11767  83.1583             C50
## 881 female 25.00     0     1             230433  26.0000                
## 882   male 33.00     0     0             349257   7.8958                
## 883 female 22.00     0     0               7552  10.5167                
## 884   male 28.00     0     0   C.A./SOTON 34068  10.5000                
## 885   male 25.00     0     0    SOTON/OQ 392076   7.0500                
## 886 female 39.00     0     5             382652  29.1250                
## 887   male 27.00     0     0             211536  13.0000                
## 888 female 19.00     0     0             112053  30.0000             B42
## 889 female    NA     1     2         W./C. 6607  23.4500                
## 890   male 26.00     0     0             111369  30.0000            C148
## 891   male 32.00     0     0             370376   7.7500                
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## 891        Q
  • Ejercicio en la variable Name tenemos guardado el nombre de los pasajeros, pero también su título (Mr., Mrs, Miss, etc). Extrae los nombres de las personas con Miss.
titanic %>% filter(str_detect(Name, "Miss")) %>% mutate(Name=str_extract(Name, "(?<=Miss\\.).*"))
##     PassengerId Survived Pclass
## 1             3        1      3
## 2            11        1      3
## 3            12        1      1
## 4            15        0      3
## 5            23        1      3
## 6            25        0      3
## 7            29        1      3
## 8            33        1      3
## 9            39        0      3
## 10           40        1      3
## 11           44        1      2
## 12           45        1      3
## 13           48        1      3
## 14           57        1      2
## 15           59        1      2
## 16           62        1      1
## 17           69        1      3
## 18           72        0      3
## 19           80        1      3
## 20           83        1      3
## 21           85        1      2
## 22           89        1      1
## 23          101        0      3
## 24          107        1      3
## 25          110        1      3
## 26          112        0      3
## 27          114        0      3
## 28          115        0      3
## 29          120        0      3
## 30          124        1      2
## 31          129        1      3
## 32          137        1      1
## 33          142        1      3
## 34          148        0      3
## 35          157        1      3
## 36          173        1      3
## 37          178        0      1
## 38          181        0      3
## 39          185        1      3
## 40          193        1      3
## 41          196        1      1
## 42          199        1      3
## 43          200        0      2
## 44          206        0      3
## 45          209        1      3
## 46          212        1      2
## 47          216        1      1
## 48          217        1      3
## 49          219        1      1
## 50          230        0      3
## 51          234        1      3
## 52          236        0      3
## 53          238        1      2
## 54          241        0      3
## 55          242        1      3
## 56          247        0      3
## 57          258        1      1
## 58          259        1      1
## 59          265        0      3
## 60          270        1      1
## 61          275        1      3
## 62          276        1      1
## 63          277        0      3
## 64          290        1      3
## 65          291        1      1
## 66          294        0      3
## 67          298        0      1
## 68          301        1      3
## 69          304        1      2
## 70          307        1      1
## 71          310        1      1
## 72          311        1      1
## 73          312        1      1
## 74          316        1      3
## 75          319        1      1
## 76          323        1      2
## 77          326        1      1
## 78          330        1      1
## 79          331        1      3
## 80          338        1      1
## 81          342        1      1
## 82          346        1      2
## 83          347        1      2
## 84          357        1      1
## 85          358        0      2
## 86          359        1      3
## 87          360        1      3
## 88          369        1      3
## 89          375        0      3
## 90          377        1      3
## 91          381        1      1
## 92          382        1      3
## 93          388        1      2
## 94          390        1      2
## 95          394        1      1
## 96          397        0      3
## 97          403        0      3
## 98          405        0      3
## 99          410        0      3
## 100         413        1      1
## 101         418        1      2
## 102         420        0      3
## 103         428        1      2
## 104         436        1      1
## 105         437        0      3
## 106         447        1      2
## 107         449        1      3
## 108         459        1      2
## 109         470        1      3
## 110         475        0      3
## 111         480        1      3
## 112         486        0      3
## 113         497        1      1
## 114         502        0      3
## 115         503        0      3
## 116         504        0      3
## 117         505        1      1
## 118         521        1      1
## 119         527        1      2
## 120         531        1      2
## 121         535        0      3
## 122         536        1      2
## 123         538        1      1
## 124         540        1      1
## 125         541        1      1
## 126         542        0      3
## 127         543        0      3
## 128         555        1      3
## 129         565        0      3
## 130         574        1      3
## 131         577        1      2
## 132         581        1      2
## 133         586        1      1
## 134         594        0      3
## 135         597        1      2
## 136         610        1      1
## 137         613        1      3
## 138         616        1      2
## 139         619        1      2
## 140         628        1      1
## 141         635        0      3
## 142         636        1      2
## 143         643        0      3
## 144         645        1      3
## 145         650        1      3
## 146         652        1      2
## 147         654        1      3
## 148         655        0      3
## 149         678        1      3
## 150         681        0      3
## 151         690        1      1
## 152         692        1      3
## 153         698        1      3
## 154         703        0      3
## 155         709        1      1
## 156         717        1      1
## 157         718        1      2
## 158         721        1      2
## 159         728        1      3
## 160         730        0      3
## 161         731        1      1
## 162         743        1      1
## 163         748        1      2
## 164         751        1      2
## 165         768        0      3
## 166         778        1      3
## 167         781        1      3
## 168         787        1      3
## 169         793        0      3
## 170         808        0      3
## 171         814        0      3
## 172         817        0      3
## 173         836        1      1
## 174         843        1      1
## 175         853        0      3
## 176         854        1      1
## 177         864        0      3
## 178         867        1      2
## 179         876        1      3
## 180         883        0      3
## 181         888        1      1
## 182         889        0      3
##                                                     Name    Sex   Age SibSp
## 1                                                  Laina female 26.00     0
## 2                                         Marguerite Rut female  4.00     1
## 3                                              Elizabeth female 58.00     0
## 4                                  Hulda Amanda Adolfina female 14.00     0
## 5                                           Anna "Annie" female 15.00     0
## 6                                         Torborg Danira female  8.00     3
## 7                                         Ellen "Nellie" female    NA     0
## 8                                            Mary Agatha female    NA     0
## 9                                          Augusta Maria female 18.00     2
## 10                                                Jamila female 14.00     1
## 11                             Simonne Marie Anne Andree female  3.00     1
## 12                                        Margaret Delia female 19.00     0
## 13                                               Bridget female    NA     0
## 14                                                 Emily female 21.00     0
## 15                                      Constance Mirium female  5.00     1
## 16                                                Amelie female 38.00     0
## 17                                        Erna Alexandra female 17.00     4
## 18                                           Lillian Amy female 16.00     5
## 19                                             Elizabeth female 30.00     0
## 20                                         Brigdet Delia female    NA     0
## 21                                                Bertha female 17.00     0
## 22                                           Mabel Helen female 23.00     3
## 23                                               Matilda female 28.00     0
## 24                                         Anna Kristine female 21.00     0
## 25                                                Bertha female    NA     1
## 26                                                Hileni female 14.50     1
## 27                                              Katriina female 20.00     1
## 28                                                Malake female 17.00     0
## 29                                      Ellis Anna Maria female  2.00     4
## 30                                                 Susan female 32.50     0
## 31                                                  Anna female    NA     1
## 32                                        Helen Monypeny female 19.00     0
## 33                                            Anna Sofia female 22.00     0
## 34                                  Robina Maggie "Ruby" female  9.00     2
## 35                                     Katherine "Katie" female 16.00     0
## 36                                         Eleanor Ileen female  1.00     1
## 37                                         Ann Elizabeth female 50.00     0
## 38                                      Constance Gladys female    NA     8
## 39                                        Luise Gretchen female  4.00     0
## 40                              Carla Christine Nielsine female 19.00     1
## 41                                                 Elise female 58.00     0
## 42                                     Margaret "Maggie" female    NA     0
## 43                             Henriette ("Mrs Harbeck") female 24.00     0
## 44                                         Telma Matilda female  2.00     0
## 45                                         Helen "Ellen" female 16.00     0
## 46                                           Clear Annie female 35.00     0
## 47                                             Madeleine female 31.00     1
## 48                                                Eliina female 27.00     0
## 49                                                Albina female 32.00     0
## 50                                              Mathilde female    NA     3
## 51                                       Lillian Gertrud female  5.00     4
## 52                                          Alice Phoebe female    NA     0
## 53                                     Marjorie "Lottie" female  8.00     0
## 54                                               Thamine female    NA     1
## 55                                      Katherine "Kate" female    NA     1
## 56                                Agda Thorilda Viktoria female 25.00     0
## 57                                                Gladys female 30.00     0
## 58                                                  Anna female 35.00     0
## 59                                                 Delia female    NA     0
## 60                                                Amelia female 35.00     0
## 61                                         Hanora "Nora" female    NA     0
## 62                                    Kornelia Theodosia female 63.00     1
## 63                                     Augusta Charlotta female 45.00     0
## 64                                                  Kate female 22.00     0
## 65                                        Ellen "Nellie" female 26.00     0
## 66                                               Aloisia female 24.00     0
## 67                                         Helen Loraine female  2.00     1
## 68                           Anna Katherine "Annie Kate" female    NA     0
## 69                                                Nora A female    NA     0
## 70                                              Margaret female    NA     0
## 71                                           Laura Mabel female 30.00     0
## 72                                    Margaret Bechstein female 24.00     0
## 73                                           Emily Borie female 18.00     2
## 74                                      Helmina Josefina female 26.00     0
## 75                                          Mary Natalie female 31.00     0
## 76                                            Hilda Mary female 30.00     0
## 77                                           Marie Grice female 36.00     0
## 78                                         Jean Gertrude female 16.00     0
## 79                                                 Agnes female    NA     2
## 80                                    Elizabeth Margaret female 41.00     0
## 81                                       Alice Elizabeth female 24.00     3
## 82                                      Amelia "Mildred" female 24.00     0
## 83                                          Marion Elsie female 40.00     0
## 84                                           Elsie Edith female 22.00     0
## 85                                         Annie Clemmer female 38.00     0
## 86                                                  Mary female    NA     0
## 87                                    Helen Mary "Ellie" female    NA     0
## 88                                                 Annie female    NA     0
## 89                                           Stina Viola female  3.00     3
## 90                                         Aurora Adelia female 22.00     0
## 91                                               Rosalie female 42.00     0
## 92                                        Maria ("Mary") female  1.00     0
## 93                                                  Kate female 36.00     0
## 94                                                Bertha female 17.00     0
## 95                                              Marjorie female 23.00     1
## 96                                                 Elina female 31.00     0
## 97                                             Mari Aina female 21.00     1
## 98                                                Marija female 20.00     0
## 99                                                   Ida female    NA     3
## 100                                              Daisy E female 33.00     1
## 101                                      Lyyli Karoliina female 18.00     0
## 102                                            Catharina female 10.00     0
## 103  Kate Florence ("Mrs Kate Louise Phillips Marshall") female 19.00     0
## 104                                          Lucile Polk female 14.00     1
## 105                             Doolina Margaret "Daisy" female 21.00     2
## 106                                     Madeleine Violet female 13.00     0
## 107                                      Marie Catherine female  5.00     2
## 108                                                Ellen female 50.00     0
## 109                                       Helene Barbara female  0.75     2
## 110                                            Ida Sofia female 22.00     0
## 111                                             Hildur E female  2.00     0
## 112                                              Jeannie female    NA     3
## 113                                     Elizabeth Mussey female 54.00     1
## 114                                                 Mary female 21.00     0
## 115                                         Bridget Mary female    NA     0
## 116                                       Kristina Sofia female 37.00     0
## 117                                              Roberta female 16.00     0
## 118                                                 Anne female 30.00     0
## 119                                                 Lucy female 50.00     0
## 120                                          Phyllis May female  2.00     1
## 121                                               Marija female 30.00     0
## 122                                           Eva Miriam female  7.00     0
## 123                                               Bertha female 30.00     0
## 124                                    Hedwig Margaritha female 22.00     0
## 125                                            Harriet R female 36.00     0
## 126                                  Ingeborg Constanzia female  9.00     4
## 127                                     Sigrid Elisabeth female 11.00     4
## 128                                                Velin female 22.00     0
## 129                                       (Marion Ogden) female    NA     0
## 130                                                 Mary female    NA     0
## 131                                                Ethel female 34.00     0
## 132                                         Julie Rachel female 25.00     1
## 133                                                 Ruth female 18.00     0
## 134                                                 Mary female    NA     0
## 135                                         Jessie Wills female    NA     0
## 136                                          Elizabeth W female 40.00     0
## 137                                        Margaret Jane female    NA     1
## 138                                                Alice female 24.00     1
## 139                                        Marion Louise female  4.00     2
## 140                                       Gretchen Fiske female 21.00     0
## 141                                                Mabel female  9.00     3
## 142                                                 Mary female 28.00     0
## 143                                     Margit Elizabeth female  2.00     3
## 144                                              Eugenie female  0.75     2
## 145                                     Amy Zillah Elsie female 23.00     0
## 146                                                Elsie female 18.00     0
## 147                                       Hanora "Norah" female    NA     0
## 148                                        Hanora "Nora" female 18.00     0
## 149                                           Anna Sofia female 18.00     0
## 150                                                Katie female    NA     0
## 151                                  Georgette Alexandra female 15.00     0
## 152                                                Manca female  4.00     0
## 153                                    Katherine "Katie" female    NA     0
## 154                                               Saiide female 18.00     0
## 155                                                Alice female 22.00     0
## 156                                      Caroline Louise female 38.00     0
## 157                                Edwina Celia "Winnie" female 27.00     0
## 158                                  Annie Jessie "Nina" female  6.00     0
## 159                                            Margareth female    NA     0
## 160                                          Pieta Sofia female 25.00     1
## 161                                     Elisabeth Walton female 29.00     0
## 162                               Susan Parker "Suzette" female 21.00     2
## 163                                                 Anna female 30.00     0
## 164                                                 Joan female  4.00     1
## 165                                                 Mary female 30.50     0
## 166                                       Virginia Ethel female  5.00     0
## 167                                              Banoura female 13.00     0
## 168                                           Anna Sofia female 18.00     0
## 169                                          Stella Anna female    NA     8
## 170                                        Ellen Natalia female 18.00     0
## 171                                    Ebba Iris Alfrida female  6.00     4
## 172                                         Wendla Maria female 23.00     0
## 173                                         Sara Rebecca female 39.00     1
## 174                                              Augusta female 30.00     0
## 175                                            Nourelain female  9.00     1
## 176                                         Mary Conover female 16.00     0
## 177                                Dorothy Edith "Dolly" female    NA     8
## 178                                             Asuncion female 27.00     1
## 179                                  Adele Kiamie "Jane" female 15.00     0
## 180                                         Gerda Ulrika female 22.00     0
## 181                                       Margaret Edith female 19.00     0
## 182                             Catherine Helen "Carrie" female    NA     1
##     Parch            Ticket     Fare           Cabin Embarked
## 1       0  STON/O2. 3101282   7.9250                        S
## 2       1           PP 9549  16.7000              G6        S
## 3       0            113783  26.5500            C103        S
## 4       0            350406   7.8542                        S
## 5       0            330923   8.0292                        Q
## 6       1            349909  21.0750                        S
## 7       0            330959   7.8792                        Q
## 8       0            335677   7.7500                        Q
## 9       0            345764  18.0000                        S
## 10      0              2651  11.2417                        C
## 11      2     SC/Paris 2123  41.5792                        C
## 12      0            330958   7.8792                        Q
## 13      0             14311   7.7500                        Q
## 14      0        C.A. 31026  10.5000                        S
## 15      2        C.A. 34651  27.7500                        S
## 16      0            113572  80.0000             B28         
## 17      2           3101281   7.9250                        S
## 18      2           CA 2144  46.9000                        S
## 19      0            364516  12.4750                        S
## 20      0            330932   7.7875                        Q
## 21      0        SO/C 14885  10.5000                        S
## 22      2             19950 263.0000     C23 C25 C27        S
## 23      0            349245   7.8958                        S
## 24      0            343120   7.6500                        S
## 25      0            371110  24.1500                        Q
## 26      0              2665  14.4542                        C
## 27      0              4136   9.8250                        S
## 28      0              2627  14.4583                        C
## 29      2            347082  31.2750                        S
## 30      0             27267  13.0000            E101        S
## 31      1              2668  22.3583           F E69        C
## 32      2             11752  26.2833             D47        S
## 33      0            347081   7.7500                        S
## 34      2        W./C. 6608  34.3750                        S
## 35      0             35851   7.7333                        Q
## 36      1            347742  11.1333                        S
## 37      0          PC 17595  28.7125             C49        C
## 38      2          CA. 2343  69.5500                        S
## 39      2            315153  22.0250                        S
## 40      0            350046   7.8542                        S
## 41      0          PC 17569 146.5208             B80        C
## 42      0            370370   7.7500                        Q
## 43      0            248747  13.0000                        S
## 44      1            347054  10.4625              G6        S
## 45      0            367231   7.7500                        Q
## 46      0      F.C.C. 13528  21.0000                        S
## 47      0             35273 113.2750             D36        C
## 48      0  STON/O2. 3101283   7.9250                        S
## 49      0             11813  76.2917             D15        C
## 50      1              4133  25.4667                        S
## 51      2            347077  31.3875                        S
## 52      0        W./C. 6609   7.5500                        S
## 53      2        C.A. 31921  26.2500                        S
## 54      0              2665  14.4542                        C
## 55      0            367230  15.5000                        Q
## 56      0            347071   7.7750                        S
## 57      0            110152  86.5000             B77        S
## 58      0          PC 17755 512.3292                        C
## 59      0            382649   7.7500                        Q
## 60      0          PC 17760 135.6333             C99        S
## 61      0            370375   7.7500                        Q
## 62      0             13502  77.9583              D7        S
## 63      0            347073   7.7500                        S
## 64      0            370373   7.7500                        Q
## 65      0             19877  78.8500                        S
## 66      0            349236   8.8500                        S
## 67      2            113781 151.5500         C22 C26        S
## 68      0              9234   7.7500                        Q
## 69      0            226593  12.3500            E101        Q
## 70      0             17421 110.8833                        C
## 71      0          PC 17485  56.9292             E36        C
## 72      0             11767  83.1583             C54        C
## 73      2          PC 17608 262.3750 B57 B59 B63 B66        C
## 74      0            347470   7.8542                        S
## 75      2             36928 164.8667              C7        S
## 76      0            234818  12.3500                        Q
## 77      0          PC 17760 135.6333             C32        C
## 78      1            111361  57.9792             B18        C
## 79      0            367226  23.2500                        Q
## 80      0             16966 134.5000             E40        C
## 81      2             19950 263.0000     C23 C25 C27        S
## 82      0            248733  13.0000             F33        S
## 83      0             31418  13.0000                        S
## 84      1            113505  55.0000             E33        S
## 85      0            237671  13.0000                        S
## 86      0            330931   7.8792                        Q
## 87      0            330980   7.8792                        Q
## 88      0             14313   7.7500                        Q
## 89      1            349909  21.0750                        S
## 90      0            C 7077   7.2500                        S
## 91      0          PC 17757 227.5250                        C
## 92      2              2653  15.7417                        C
## 93      0             27849  13.0000                        S
## 94      0           SC 1748  12.0000                        C
## 95      0             35273 113.2750             D36        C
## 96      0            350407   7.8542                        S
## 97      0              4137   9.8250                        S
## 98      0            315096   8.6625                        S
## 99      1              4133  25.4667                        S
## 100     0             19928  90.0000             C78        Q
## 101     2            250652  13.0000                        S
## 102     2            345773  24.1500                        S
## 103     0            250655  26.0000                        S
## 104     2            113760 120.0000         B96 B98        S
## 105     2        W./C. 6608  34.3750                        S
## 106     1            250644  19.5000                        S
## 107     1              2666  19.2583                        C
## 108     0      F.C.C. 13531  10.5000                        S
## 109     1              2666  19.2583                        C
## 110     0              7553   9.8375                        S
## 111     1           3101298  12.2875                        S
## 112     1              4133  25.4667                        S
## 113     0             36947  78.2667             D20        C
## 114     0            364846   7.7500                        Q
## 115     0            330909   7.6292                        Q
## 116     0              4135   9.5875                        S
## 117     0            110152  86.5000             B79        S
## 118     0             12749  93.5000             B73        S
## 119     0       W./C. 14258  10.5000                        S
## 120     1             26360  26.0000                        S
## 121     0            315084   8.6625                        S
## 122     2      F.C.C. 13529  26.2500                        S
## 123     0          PC 17761 106.4250                        C
## 124     2             13568  49.5000             B39        C
## 125     2         WE/P 5735  71.0000             B22        S
## 126     2            347082  31.2750                        S
## 127     2            347082  31.2750                        S
## 128     0            347085   7.7750                        S
## 129     0 SOTON/O.Q. 392087   8.0500                        S
## 130     0             14312   7.7500                        Q
## 131     0            243880  13.0000                        S
## 132     1            237789  30.0000                        S
## 133     2            110413  79.6500             E68        S
## 134     2            364848   7.7500                        Q
## 135     0            248727  33.0000                        S
## 136     0          PC 17582 153.4625            C125        S
## 137     0            367230  15.5000                        Q
## 138     2            220845  65.0000                        S
## 139     1            230136  39.0000              F4        S
## 140     0             13502  77.9583              D9        S
## 141     2            347088  27.9000                        S
## 142     0            237668  13.0000                        S
## 143     2            347088  27.9000                        S
## 144     1              2666  19.2583                        C
## 145     0          CA. 2314   7.5500                        S
## 146     1            231919  23.0000                        S
## 147     0            330919   7.8292                        Q
## 148     0            365226   6.7500                        Q
## 149     0              4138   9.8417                        S
## 150     0            330935   8.1375                        Q
## 151     1             24160 211.3375              B5        S
## 152     1            349256  13.4167                        C
## 153     0             35852   7.7333                        Q
## 154     1              2691  14.4542                        C
## 155     0            113781 151.5500                        S
## 156     0          PC 17757 227.5250             C45        C
## 157     0             34218  10.5000            E101        S
## 158     1            248727  33.0000                        S
## 159     0             36866   7.7375                        Q
## 160     0  STON/O2. 3101271   7.9250                        S
## 161     0             24160 211.3375              B5        S
## 162     2          PC 17608 262.3750 B57 B59 B63 B66        C
## 163     0            250648  13.0000                        S
## 164     1             29103  23.0000                        S
## 165     0            364850   7.7500                        Q
## 166     0            364516  12.4750                        S
## 167     0              2687   7.2292                        C
## 168     0           3101265   7.4958                        S
## 169     2          CA. 2343  69.5500                        S
## 170     0            347087   7.7750                        S
## 171     2            347082  31.2750                        S
## 172     0  STON/O2. 3101290   7.9250                        S
## 173     1          PC 17756  83.1583             E49        C
## 174     0            113798  31.0000                        C
## 175     1              2678  15.2458                        C
## 176     1          PC 17592  39.4000             D28        S
## 177     2          CA. 2343  69.5500                        S
## 178     0     SC/PARIS 2149  13.8583                        C
## 179     0              2667   7.2250                        C
## 180     0              7552  10.5167                        S
## 181     0            112053  30.0000             B42        S
## 182     2        W./C. 6607  23.4500                        S