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
## ── 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 errorsPuede 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 '## [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:
## [1] 1 27 NA 12Combinación de cadenas
Para combinar dos o más cadenas, utilice str_c():
## [1] "xy"## [1] "xyz"Usa el argumento sep para controlar cómo se separan:
## [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():
## [1] "|-abc-|" NA## [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:
## [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:
## [1] "x, y, z"Eliminación de espacios en blanco innecesarios
A menudo, el texto contiene espacios en blanco innecesarios.
La eliminación de los que están al principio o al final de una cadena
se puede lograr usando str_trim().
## [1] "A la izquierda" "A lña derecha "
## [3] "ambos lados " "otros espacios "## [1] " A la izquierda" "A lña derecha" " ambos lados"
## [4] " otros espacios"## [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
## [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:
## [1] "Man" "Ban" "Per"## [1] "ana" "ano" "era"Tenga en cuenta que str_sub() no fallará si la cadena es
demasiado corta: solo devolverá tanto como sea posible:
## [1] "a"También puede utilizar el formulario de asignación de
str_sub() para modificar cadenas:
## [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:
## [1] "I" "I"## [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
## [1] "Banano" "Fresa" "Manzana"Ejercicios
En sus propias palabras, describa la diferencia entre los argumentos sep y collapse para str_c().
Use
str_length()ystr_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:
## [1] │ M<an>z<an>a
## [2] │ b<an><an>aEl siguiente paso en complejidad es ., que coincide con cualquier carácter (excepto una nueva línea):
## [1] │ <Man><zan>a
## [2] │ <ban>anaRepetición
controlar cuántas veces coincide un patrón:
- ?: 0 o 1
- +: 1 o más
- *: 0 o más
## [1] │ 1888 es el año más largo en números romanos: MD<CC><C>LXXXVIII## [1] │ 1888 es el año más largo en números romanos: MD<CCC>LXXXVIII## [1] │ 1888 es el año más largo en números romanos: MDCC<CLXXX>VIIITambién 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}”)
## [1] │ 1888 es el año más largo en números romanos: MD<CC>CLXXXVIII## [1] │ 1888 es el año más largo en números romanos: MD<CCC>LXXXVIII## [1] │ 1888 es el año más largo en números romanos: MD<CCC>LXXXVIIIDetectar 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:
## [1] TRUE FALSE TRUE## [1] 65## [1] 0.2765306Sustitución
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:
## [1] "-pple" "p-ar" "b-nana"## [1] "-ppl-" "p--r" "b-n-n-"## [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.
## [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."## [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.
## [[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:
## [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:
## [,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():
## 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.
## # 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 rowsUsemos 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?
## # 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?
## # 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## # 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 rowslibrary(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
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## 71 71 0 2
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## 73 73 0 2
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## 75 75 1 3
## 76 76 0 3
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## 79 79 1 2
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## 85 85 1 2
## 86 86 1 3
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## 89 89 1 1
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## 93 93 0 1
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## 99 99 1 2
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## 130 130 0 3
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## 133 133 0 3
## 134 134 1 2
## 135 135 0 2
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## 137 137 1 1
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## 142 142 1 3
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## 144 144 0 3
## 145 145 0 2
## 146 146 0 2
## 147 147 1 3
## 148 148 0 3
## 149 149 0 2
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## 172 172 0 3
## 173 173 1 3
## 174 174 0 3
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## 184 184 1 2
## 185 185 1 3
## 186 186 0 1
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## 188 188 1 1
## 189 189 0 3
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## 197 197 0 3
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## 284 284 1 3
## 285 285 0 1
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## 295 295 0 3
## 296 296 0 1
## 297 297 0 3
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## 299 299 1 1
## 300 300 1 1
## 301 301 1 3
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## 303 303 0 3
## 304 304 1 2
## 305 305 0 3
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## 354 354 0 3
## 355 355 0 3
## 356 356 0 3
## 357 357 1 1
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## 359 359 1 3
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## 381 381 1 1
## 382 382 1 3
## 383 383 0 3
## 384 384 1 1
## 385 385 0 3
## 386 386 0 2
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## 388 388 1 2
## 389 389 0 3
## 390 390 1 2
## 391 391 1 1
## 392 392 1 3
## 393 393 0 3
## 394 394 1 1
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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
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## 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
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## 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
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## 54 female 29.00 1 0 2926 26.0000
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## 56 male NA 0 0 19947 35.5000 C52
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## 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
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## 68 male 19.00 0 0 S.P. 3464 8.1583
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## 75 male 32.00 0 0 1601 56.4958
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## 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
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## 99 female 34.00 0 1 231919 23.0000
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## 106 male 28.00 0 0 349207 7.8958
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## 150 male 42.00 0 0 244310 13.0000
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## 411 male NA 0 0 349222 7.8958
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## 593 male 47.00 0 0 A/5 3902 7.2500
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## 695 male 60.00 0 0 113800 26.5500
## 696 male 52.00 0 0 248731 13.5000
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## 731 female 29.00 0 0 24160 211.3375 B5
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## 739 male NA 0 0 349201 7.8958
## 740 male NA 0 0 349218 7.8958
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## 761 male NA 0 0 358585 14.5000
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## 769 male NA 1 0 371110 24.1500
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## 771 male 24.00 0 0 345781 9.5000
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## 774 male NA 0 0 2674 7.2250
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## 783 male 29.00 0 0 113501 30.0000 D6
## 784 male NA 1 2 W./C. 6607 23.4500
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## 789 male 1.00 1 2 C.A. 2315 20.5750
## 790 male 46.00 0 0 PC 17593 79.2000 B82 B84
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## 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
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## 799 male 30.00 0 0 2685 7.2292
## 800 female 30.00 1 1 345773 24.1500
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## 810 female 33.00 1 0 113806 53.1000 E8
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## 812 male 39.00 0 0 A/4 48871 24.1500
## 813 male 35.00 0 0 28206 10.5000
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## 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
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## 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
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## 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
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## 850 female NA 1 0 17453 89.1042 C92
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## 852 male 74.00 0 0 347060 7.7750
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## 854 female 16.00 0 1 PC 17592 39.4000 D28
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## 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
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## 871 male 26.00 0 0 349248 7.8958
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## 874 male 47.00 0 0 345765 9.0000
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## 878 male 19.00 0 0 349212 7.8958
## 879 male NA 0 0 349217 7.8958
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## 882 male 33.00 0 0 349257 7.8958
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## 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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## 321 S
## 322 S
## 323 Q
## 324 S
## 325 S
## 326 C
## 327 S
## 328 S
## 329 S
## 330 C
## 331 Q
## 332 S
## 333 S
## 334 S
## 335 S
## 336 S
## 337 S
## 338 C
## 339 S
## 340 S
## 341 S
## 342 S
## 343 S
## 344 S
## 345 S
## 346 S
## 347 S
## 348 S
## 349 S
## 350 S
## 351 S
## 352 S
## 353 C
## 354 S
## 355 C
## 356 S
## 357 S
## 358 S
## 359 Q
## 360 Q
## 361 S
## 362 C
## 363 C
## 364 S
## 365 Q
## 366 S
## 367 C
## 368 C
## 369 Q
## 370 C
## 371 C
## 372 S
## 373 S
## 374 C
## 375 S
## 376 C
## 377 S
## 378 C
## 379 C
## 380 S
## 381 C
## 382 C
## 383 S
## 384 S
## 385 S
## 386 S
## 387 S
## 388 S
## 389 Q
## 390 C
## 391 S
## 392 S
## 393 S
## 394 C
## 395 S
## 396 S
## 397 S
## 398 S
## 399 S
## 400 S
## 401 S
## 402 S
## 403 S
## 404 S
## 405 S
## 406 S
## 407 S
## 408 S
## 409 S
## 410 S
## 411 S
## 412 Q
## 413 Q
## 414 S
## 415 S
## 416 S
## 417 S
## 418 S
## 419 S
## 420 S
## 421 C
## 422 Q
## 423 S
## 424 S
## 425 S
## 426 S
## 427 S
## 428 S
## 429 Q
## 430 S
## 431 S
## 432 S
## 433 S
## 434 S
## 435 S
## 436 S
## 437 S
## 438 S
## 439 S
## 440 S
## 441 S
## 442 S
## 443 S
## 444 S
## 445 S
## 446 S
## 447 S
## 448 S
## 449 C
## 450 S
## 451 S
## 452 S
## 453 C
## 454 C
## 455 S
## 456 C
## 457 S
## 458 S
## 459 S
## 460 Q
## 461 S
## 462 S
## 463 S
## 464 S
## 465 S
## 466 S
## 467 S
## 468 S
## 469 Q
## 470 C
## 471 S
## 472 S
## 473 S
## 474 C
## 475 S
## 476 S
## 477 S
## 478 S
## 479 S
## 480 S
## 481 S
## 482 S
## 483 S
## 484 S
## 485 C
## 486 S
## 487 S
## 488 C
## 489 S
## 490 S
## 491 S
## 492 S
## 493 S
## 494 C
## 495 S
## 496 C
## 497 C
## 498 S
## 499 S
## 500 S
## 501 S
## 502 Q
## 503 Q
## 504 S
## 505 S
## 506 C
## 507 S
## 508 S
## 509 S
## 510 S
## 511 Q
## 512 S
## 513 S
## 514 C
## 515 S
## 516 S
## 517 S
## 518 Q
## 519 S
## 520 S
## 521 S
## 522 S
## 523 C
## 524 C
## 525 C
## 526 Q
## 527 S
## 528 S
## 529 S
## 530 S
## 531 S
## 532 C
## 533 C
## 534 C
## 535 S
## 536 S
## 537 S
## 538 C
## 539 S
## 540 C
## 541 S
## 542 S
## 543 S
## 544 S
## 545 C
## 546 S
## 547 S
## 548 C
## 549 S
## 550 S
## 551 C
## 552 S
## 553 Q
## 554 C
## 555 S
## 556 S
## 557 C
## 558 C
## 559 S
## 560 S
## 561 Q
## 562 S
## 563 S
## 564 S
## 565 S
## 566 S
## 567 S
## 568 S
## 569 C
## 570 S
## 571 S
## 572 S
## 573 S
## 574 Q
## 575 S
## 576 S
## 577 S
## 578 S
## 579 C
## 580 S
## 581 S
## 582 C
## 583 S
## 584 C
## 585 C
## 586 S
## 587 S
## 588 C
## 589 S
## 590 S
## 591 S
## 592 C
## 593 S
## 594 Q
## 595 S
## 596 S
## 597 S
## 598 S
## 599 C
## 600 C
## 601 S
## 602 S
## 603 S
## 604 S
## 605 C
## 606 S
## 607 S
## 608 S
## 609 C
## 610 S
## 611 S
## 612 S
## 613 Q
## 614 Q
## 615 S
## 616 S
## 617 S
## 618 S
## 619 S
## 620 S
## 621 C
## 622 S
## 623 C
## 624 S
## 625 S
## 626 S
## 627 Q
## 628 S
## 629 S
## 630 Q
## 631 S
## 632 S
## 633 C
## 634 S
## 635 S
## 636 S
## 637 S
## 638 S
## 639 S
## 640 S
## 641 S
## 642 C
## 643 S
## 644 S
## 645 C
## 646 C
## 647 S
## 648 C
## 649 S
## 650 S
## 651 S
## 652 S
## 653 S
## 654 Q
## 655 Q
## 656 S
## 657 S
## 658 Q
## 659 S
## 660 C
## 661 S
## 662 C
## 663 S
## 664 S
## 665 S
## 666 S
## 667 S
## 668 S
## 669 S
## 670 S
## 671 S
## 672 S
## 673 S
## 674 S
## 675 S
## 676 S
## 677 S
## 678 S
## 679 S
## 680 C
## 681 Q
## 682 C
## 683 S
## 684 S
## 685 S
## 686 C
## 687 S
## 688 S
## 689 S
## 690 S
## 691 S
## 692 C
## 693 S
## 694 C
## 695 S
## 696 S
## 697 S
## 698 Q
## 699 C
## 700 S
## 701 C
## 702 S
## 703 C
## 704 Q
## 705 S
## 706 S
## 707 S
## 708 S
## 709 S
## 710 C
## 711 C
## 712 S
## 713 S
## 714 S
## 715 S
## 716 S
## 717 C
## 718 S
## 719 Q
## 720 S
## 721 S
## 722 S
## 723 S
## 724 S
## 725 S
## 726 S
## 727 S
## 728 Q
## 729 S
## 730 S
## 731 S
## 732 C
## 733 S
## 734 S
## 735 S
## 736 S
## 737 S
## 738 C
## 739 S
## 740 S
## 741 S
## 742 S
## 743 C
## 744 S
## 745 S
## 746 S
## 747 S
## 748 S
## 749 S
## 750 Q
## 751 S
## 752 S
## 753 S
## 754 S
## 755 S
## 756 S
## 757 S
## 758 S
## 759 S
## 760 S
## 761 S
## 762 S
## 763 C
## 764 S
## 765 S
## 766 S
## 767 C
## 768 Q
## 769 Q
## 770 S
## 771 S
## 772 S
## 773 S
## 774 C
## 775 S
## 776 S
## 777 Q
## 778 S
## 779 Q
## 780 S
## 781 C
## 782 S
## 783 S
## 784 S
## 785 S
## 786 S
## 787 S
## 788 Q
## 789 S
## 790 C
## 791 Q
## 792 S
## 793 S
## 794 C
## 795 S
## 796 S
## 797 S
## 798 S
## 799 C
## 800 S
## 801 S
## 802 S
## 803 S
## 804 C
## 805 S
## 806 S
## 807 S
## 808 S
## 809 S
## 810 S
## 811 S
## 812 S
## 813 S
## 814 S
## 815 S
## 816 S
## 817 S
## 818 C
## 819 S
## 820 S
## 821 S
## 822 S
## 823 S
## 824 S
## 825 S
## 826 Q
## 827 S
## 828 C
## 829 Q
## 830
## 831 C
## 832 S
## 833 C
## 834 S
## 835 S
## 836 C
## 837 S
## 838 S
## 839 S
## 840 C
## 841 S
## 842 S
## 843 C
## 844 C
## 845 S
## 846 S
## 847 S
## 848 C
## 849 S
## 850 C
## 851 S
## 852 S
## 853 C
## 854 S
## 855 S
## 856 S
## 857 S
## 858 S
## 859 C
## 860 C
## 861 S
## 862 S
## 863 S
## 864 S
## 865 S
## 866 S
## 867 C
## 868 S
## 869 S
## 870 S
## 871 S
## 872 S
## 873 S
## 874 S
## 875 C
## 876 C
## 877 S
## 878 S
## 879 S
## 880 C
## 881 S
## 882 S
## 883 S
## 884 S
## 885 S
## 886 Q
## 887 S
## 888 S
## 889 S
## 890 C
## 891 Q## starting httpd help server ... donetitanic %>% 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
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## 166 male 9.00 0 2 363291 20.5250
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## 169 male NA 0 0 PC 17318 25.9250
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## 171 male 61.00 0 0 111240 33.5000 B19
## 172 male 4.00 4 1 382652 29.1250
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## 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
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## 187 female NA 1 0 370365 15.5000
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## 196 female 58.00 0 0 PC 17569 146.5208 B80
## 197 male NA 0 0 368703 7.7500
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## 242 female NA 1 0 367230 15.5000
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## 360 female NA 0 0 330980 7.8792
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## 385 male NA 0 0 349227 7.8958
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## 389 male NA 0 0 367655 7.7292
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## 411 male NA 0 0 349222 7.8958
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## 467 male NA 0 0 239853 0.0000
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## 469 male NA 0 0 36209 7.7250
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## 474 female 23.00 0 0 SC/AH Basle 541 13.7917 D
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## 482 male NA 0 0 239854 0.0000
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## 564 male NA 0 0 SOTON/OQ 392082 8.0500
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## 630 male NA 0 0 334912 7.7333
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## 640 male NA 1 0 376564 16.1000
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## 644 male NA 0 0 1601 56.4958
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## 886 Q
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## 888 S
## 889 S
## 890 C
## 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.
## 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