Intro to Rmarkdown

Author

Government Analysis Function and ONS Data Science Campus

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Course Outline

This course will introduce you to the make up of rmarkdown files, how to set up a new document, create content and then how to output html, pdf or word documents. It will run through various types of content you might want to include such as different ways of text formatting, tables, images and markdown specific features.

Learning Outcomes

Understand the benefits of using rmarkdown
Be aware of the main features of a markdown file
Be able to create reproducible markdown reports in r

Prerequisite Knowledge

Introduction to R or basic knowledge of R/R Studio is recommended for this course. Particularly an understanding of setting up i.e. installing packages, file paths and working directories etc. While not required for this course, to create your own markdown documents you will need to produce standard r (or python) code.

Duration

This course will take between 1 and 2 hours to complete.

Packages and Data

Packages

This course has been written in R version:

[1] "R version 4.4.1 (2024-06-14 ucrt)"

Using the following packages:

rmarkdown
reticulate (only for python code)
kableExtra
dplyr

library(rmarkdown)
library(reticulate)
library(kableExtra)
library(dplyr)

This course has been written using the following package versions:

rmarkdown Version: 2.29

reticulate Version: 1.39.0

kableExtra Version: 1.4.0

ggplot2 Version: 3.5.1

1 RMarkdown

Why use RMarkdown?

The main benefit of using rmarkdown to produce reports is the opportunity to bring together many types of content into one document. In markdown, you can include code chunks (and their outputs), tables, graphs, images, text, mathematical expressions and many more. The code is then ‘knitted’ to render a final document or report.

As a way of creating reproducible reports, as all relevant analysis is embedded into one document. This means, for example, the whole document can be re-knit if there are revisions to the original data. Rather than having to transfer images, graphs or written conclusions to another word processor the analysis and write-up is all in one place.

In addition, markdown can be used to create courses with interactive elements, like this one. We have also included the rmd file for the course within the course content folder, so that you can explore how elements of this course were created in rmarkdown. It is recommended that you have this open while you go through the course to see how different elements have been created.

2 The Basics

2.1 Starting a document

Creating a new markdown document is similar to opening a new script. In R Studio, go to File > New File > R Markdown ....

This will open the below window:

In this window, you can specify the document title (this is not the file name, it will appear at the top of the output file), as well as the author. You can also choose the output format from HTML, PDF or Word. Don’t worry too much about this, we will talk more about it later and you can change the type later, within the document, if needed.

Open a markdown file now and select HTML, all of the features described in this course are HTML-focused. While some are compatible with PDF/Word, not all are transferable. Once you select OK, the markdown document will open with some YAML Metadata and guidance (“R Markdown” and “Including Plots”). You can delete the guidance sections for now (from “## R Markdown”).

2.1.1 Metadata

At the top of the script you will now see a few lines of code, separated from the rest using ---. This is the YAML Metadata.

There are many specifications that can be included in this space, this course will cover some of the main ones. You will see that title:, author:, date: and output: have already been filled in for you.

Here is the YAML Metadata used to create this file.

Within html_document we can include extra options, such as themes, which can be chosen from these options. You can also change the style of the syntax highlighting using highlight.

We have then included a table of contents using toc, made this ‘floating’ (to appear at all times when scrolling) and finally number_sections which automatically assigns numbers to each heading, more on headings later.

2.2 Text Formatting

One of the key advantages of using R markdown is the capability to include many different types of text formatting. Some of the main formatting options are below:

Bold

Bold text is created using either double asterisk directly before and after text, no spaces: `**bold example** or double underscore: __bold example__.

Italics

Meanwhile, Italic text can be written with a single asterisk directly before and after a snippet of text *with an asterisk*, or a single underscore _with an underscore_.

Code

code snippets can be written using backticks: `code`.

Quotations

Markdown also has the capability to embed quotations. You can do this by simply adding a > before a chunk of text. The output will show as:

“Insert Quotation Here.” - Source

Links

To include a hyperlink, first specify the text within square brackets [] and then the link within round brackets (), with no space inbetween. For example this link was created with this code [this link](https://www.gov.uk/government/organisations/government-analysis-function).

You can also add a link to another part of the same document like this:

Back to Course Outline

There are two bits of code you need to make this work. First specify an ‘anchor’ just above the text you want to link to. For the above example, <a id="top"></a> was added just before ## Course Outline at the top of this markdown script. You can specify any word/phrase as the id. Then to put the link into the report, use the code [Back to Course Outline](#top). In the square brackets is the text that will appear as the link, and specify the id you defined in the anchor within the round brackets.

Bullet Points

To create a bulleted list, use an asterisk or hyphen before each line, ensuring that there is an empty line before the bulleted list begins (or R will not recognise that you want bullet points).

First
Second

Was created with:

htmltools::img(src = knitr::image_uri("../Images/bullet_points.png"),
               alt = 'Analysis Function and Data Science Campus Logos', 
               align = "centre")

Or a numbered list, like so:

First
Second

You can use 1. for every line if you know you will be changing order/values frequently, and R will automatically number the list when knitting.

Mathematical Expressions

LaTeX expressions can be included in markdown using double $$ before and after the expression.

For example, Pythagoras’ Theorem:

\[a^2 + b^2 = c^2\] Was written using the code: $$a^2 + b^2 = c^2$$

More complicated equations can be written too. A full list of symbols can be found here.

You can also write chemical expressions without using LaTex e.g. H₂0 can be written as H~2~0.

Page Breaks

Finally, you can add white space using the code <br> on it’s own line. These have been used to separate the content of Section 2.2: Text Formatting.

Dividers in this course have been created using CSS code and so only work with HTML outputs. You can however create a grey line divider using --- on its own line, which will work in both HTML and in non-HTML outputs.

Exercise: Text Formatting

Question

Exercise:

Create a bulleted list that links to three different government department’s “gov.uk” website.
Write the code to produce this equation:

\[ 2\pi + 15 = x \]

Answer

Create a bulleted list that links to three different government department’s “gov.uk” website.

You could have included any department, just check the links have worked when the document has been knitted. As an example, the answer includes the first three departments when listed on the main gov.uk webpage.

* [Attorney General's Office](https://www.gov.uk/government/organisations/attorney-generals-office) * [Cabinet Office](https://www.gov.uk/government/organisations/cabinet-office) * [Department for Business, Energy & Industrial Strategy](https://www.gov.uk/government/organisations/department-for-business-energy-and-industrial-strategy)

To produce:

Write the code to produce this equation:

\[ 2\pi + 15 = x \]

$$ 2\pi + 15 = x $$

2.3 Headers & Sections

To split up your markdown report, you will likely want to include sections. These are related to the table of contents option in the YAML Metadata (in section 2.1.1). If included, numbers will be automatically attributed to the sections and included in the table of contents.

To create a heading, we use #. The number of hashtags corresponds to which level of heading is used. The higher the number of hashtags, the lower the heading level (where a level 1 heading is the main heading).

In this course:

# The Basics was a level one heading 

## Starting a document was a level two heading 

### Metadata was a level three heading

After each heading, some specifications can be included within {}:

.unlisted and .toc_ignore will exclude the heading from your table of contents
.unnumbered or a - will exclude the heading from the automatic section numbering

3 Code

3.1 Code Chunks

A new r code chunk can be added using the shortcut ctrl + alt + i or the insert button and R at the top right of the script.

At the top of this code chunk, within {r}, specifications can be included to dictate how the code and its output should appear:

eval: whether to run the code
echo: whether to display the code
results: can be used to hide the output, options include:
- markup (default) output displays as normal
- hide does not display code output in the document
- hold does not display any code output until it has run through the whole chunk
- asis stops knitr from reformatting any output
warning/error/message: whether to display warnings, errors or messages
include: whether to display the code chunk and output (will still run)
fig.width/fig.height: width/height in inches for plots created by code chunk
fig.align: can be left, right or center
fig.cap: can be used to specify a caption for a figure, in string format

You can specify the global default for the rest of the report with any of these options in ```{r setup, include = FALSE} which is an automatically included code chunk when you open a new markdown. It will already include echo = TRUE.

Also within {r}, code chunks can be named, before the specifications e.g. `{r packages, echo = FALSE}. This code would produce a code chunk called packages that would not show any code output. Naming code chunks is good coding practice, and these should not contain spaces.

Within the code chunks, you can include R code as normal.

Exercise: Code Chunks

Question

In your own rmarkdown script, create a code chunk to load in two packages of your choice (ones you already have installed). Specify code chunk options so that the chunk will be run, but will not show any output in the final report.
Create a second code chunk that checks the versions of both packages. Use the code chunk options to hide the code from the report but include the output that gives package versions.

HINT: for help with the code, have a look at the .rmd file used to create the course.

Note: Creating your own tabs is covered later, in section 5.

Answer

In your own rmarkdown script, create a code chunk to load in two packages of your choice (ones you already have installed). Specify code chunk options so that the chunk will be run, but will not show any output in the final report. Name the chunk packages.

# You can have any package here, these are examples

library(tidyverse)
library(janitor)

The code specifications for this chunk are: {r packages, warning = FALSE, message = FALSE}.

warning = FALSE prevents output such as: ## Warning: package 'tidyverse' was built under R version 4.0.5 (depending on which version of R you are using to knit).

Meanwhile, message = FALSE stops output such as attaching packages or function conflicts/masks between packages.

There is no code output when loading packages and so we do not need echo = FALSE.

Create a second code chunk that checks the versions of both packages. Use the code chunk options to hide the code from the report but include the output that gives package versions. Name the chunk package_versions.

tidyverse Version:

[1] '2.0.0'

janitor Version:

[1] '2.2.0'

The code specifications for this chunk were {r package_versions, echo = FALSE}. echo will hide the code but show the output.

3.2 Python Code

R also gives you the option to include python code within a markdown file. To create a new python code chunk click insert + python at the top right of the script. The chunk will appear as {python}. Including python code will take a little bit of setting up the first time.

You will need to install the package reticulate and ensure it is calling on where you have python installed. To check where it is calling python from use Sys.which("Python") and to change where it is calling from use use_python("file_path").

Depending on how your department accesses R and python, this step may be a little more complex. If you are having issues, ask your IT or Data Science departments for help.

4 Figures

4.1 Images

There are two main ways of including images. First of all the simplest way is similar to including a link:

![Alt Text](/image/file/path/.png)

Or, to provide more customisability, you can use the img() function from htmltools. This is the method used to include images in this course.

htmltools::img(src = knitr::image_uri("../Images/AF_DSC_banner.png"),
               alt = 'Analysis Function and Data Science Campus Logos', 
               align = "centre")

All images should have a citation, this can be done using HTML tag <center>[link](url)</center>.

4.2 Graphs

You can include both base R plots and graphics from ggplot in markdown. The code can be written just as it would be in an R script.

You may want to change the fig.width or fig.height in the code chunk options to ensure that the graph is the same width as the other content and is tall enough to be read easily.

Below is an example of a plot that has been created using the ggplot2 package. The code chunk specifications have been set as fig.width=10.

library(tidyverse)

plot_example <- iris %>%
                ggplot(aes(x = Sepal.Length, y = Sepal.Width)) +     
                geom_point(aes(color=Species, shape=Species)) +
                xlab("Sepal Length") +  
                ylab("Sepal Width") 
plot_example

4.3 Tables

You can include standard R tables in the output, but we recommend creating tables using the kableExtra package. These are a little more complicated and do increase the file size, but are much better looking.

As an example, here is what the output of a basic table looks like in R markdown using the titanic dataset:

titanic

# A tibble: 1,309 × 11
   pclass survived name_of_passenger     sex_of_passenger age_of_passenger sibsp
    <dbl>    <dbl> <chr>                 <chr>            <chr>            <dbl>
 1      1        1 Allen, Miss. Elisabe… female           29                   0
 2      1        1 Allison, Master. Hud… male             0.9167               1
 3      1        0 Allison, Miss. Helen… female           2                    1
 4      1        0 Allison, Mr. Hudson … male             30                   1
 5      1        0 Allison, Mrs. Hudson… female           25                   1
 6      1        1 Anderson, Mr. Harry   male             48                   0
 7      1        1 Andrews, Miss. Korne… female           63                   1
 8      1        0 Andrews, Mr. Thomas … male             NULL                 0
 9      1        1 Appleton, Mrs. Edwar… female           NULL                 2
10      1        0 Artagaveytia, Mr. Ra… male             NULL                 0
# ℹ 1,299 more rows
# ℹ 5 more variables: parch <dbl>, ticket <chr>, fare <dbl>, cabin <chr>,
#   embarked <chr>

However, here is how the table appears if we use kableExtra.

titanic %>% 
  kable() %>% 
  kable_styling(bootstrap_options = c("striped", "condensed")) %>% 
  scroll_box(width = "100", height = "500px")

pclass	survived	name_of_passenger	sex_of_passenger	age_of_passenger	sibsp	parch	ticket	fare	cabin	embarked
1	1	Allen, Miss. Elisabeth Walton	female	29	0	0	24160	211.3375	B5	S
1	1	Allison, Master. Hudson Trevor	male	0.9167	1	2	113781	151.5500	C22 C26	S
1	0	Allison, Miss. Helen Loraine	female	2	1	2	113781	151.5500	C22 C26	S
1	0	Allison, Mr. Hudson Joshua Creighton	male	30	1	2	113781	151.5500	C22 C26	S
1	0	Allison, Mrs. Hudson J C (Bessie Waldo Daniels)	female	25	1	2	113781	151.5500	C22 C26	S
1	1	Anderson, Mr. Harry	male	48	0	0	19952	26.5500	E12	S
1	1	Andrews, Miss. Kornelia Theodosia	female	63	1	0	13502	77.9583	D7	S
1	0	Andrews, Mr. Thomas Jr	male	NULL	0	0	112050	0.0000	A36	S
1	1	Appleton, Mrs. Edward Dale (Charlotte Lamson)	female	NULL	2	0	11769	51.4792	C101	S
1	0	Artagaveytia, Mr. Ramon	male	NULL	0	0	PC 17609	49.5042	NA	C
1	0	Astor, Col. John Jacob	male	NULL	1	0	PC 17757	227.5250	C62 C64	C
1	1	Astor, Mrs. John Jacob (Madeleine Talmadge Force)	female	18	1	0	PC 17757	227.5250	C62 C64	C
1	1	Aubart, Mme. Leontine Pauline	female	24	0	0	PC 17477	69.3000	B35	C
1	1	Barber, Miss. Ellen "Nellie"	female	26	0	0	19877	78.8500	NA	S
1	1	Barkworth, Mr. Algernon Henry Wilson	male	80	0	0	27042	30.0000	A23	S
1	0	Baumann, Mr. John D	male	NA	0	0	PC 17318	25.9250	NA	S
1	0	Baxter, Mr. Quigg Edmond	male	24	0	1	PC 17558	247.5208	B58 B60	C
1	1	Baxter, Mrs. James (Helene DeLaudeniere Chaput)	female	50	0	1	PC 17558	247.5208	B58 B60	C
1	1	Bazzani, Miss. Albina	female	32	0	0	11813	76.2917	D15	C
1	0	Beattie, Mr. Thomson	male	36	0	0	13050	75.2417	C6	C
1	1	Beckwith, Mr. Richard Leonard	male	37	1	1	11751	52.5542	D35	S
1	1	Beckwith, Mrs. Richard Leonard (Sallie Monypeny)	female	47	1	1	11751	52.5542	D35	S
1	1	Behr, Mr. Karl Howell	male	26	0	0	111369	30.0000	C148	C
1	1	Bidois, Miss. Rosalie	female	42	0	0	PC 17757	227.5250	NA	C
1	1	Bird, Miss. Ellen	female	29	0	0	PC 17483	221.7792	C97	S
1	0	Birnbaum, Mr. Jakob	male	25	0	0	13905	26.0000	NA	C
1	1	Bishop, Mr. Dickinson H	male	25	1	0	11967	91.0792	B49	C
1	1	Bishop, Mrs. Dickinson H (Helen Walton)	female	19	1	0	11967	91.0792	B49	C
1	1	Bissette, Miss. Amelia	female	35	0	0	PC 17760	135.6333	C99	S
1	1	Bjornstrom-Steffansson, Mr. Mauritz Hakan	male	28	0	0	110564	26.5500	C52	S
1	0	Blackwell, Mr. Stephen Weart	male	45	0	0	113784	35.5000	T	S
1	1	Blank, Mr. Henry	male	40	0	0	112277	31.0000	A31	C
1	1	Bonnell, Miss. Caroline	female	30	0	0	36928	164.8667	C7	S
1	1	Bonnell, Miss. Elizabeth	female	58	0	0	113783	26.5500	C103	S
1	0	Borebank, Mr. John James	male	42	0	0	110489	26.5500	D22	S
1	1	Bowen, Miss. Grace Scott	female	45	0	0	PC 17608	262.3750	NA	C
1	1	Bowerman, Miss. Elsie Edith	female	22	0	1	113505	55.0000	E33	S
1	1	Bradley, Mr. George ("George Arthur Brayton")	male	NA	0	0	111427	26.5500	NA	S
1	0	Brady, Mr. John Bertram	male	41	0	0	113054	30.5000	A21	S
1	0	Brandeis, Mr. Emil	male	48	0	0	PC 17591	50.4958	B10	C
1	0	Brewe, Dr. Arthur Jackson	male	NA	0	0	112379	39.6000	NA	C
1	1	Brown, Mrs. James Joseph (Margaret Tobin)	female	44	0	0	PC 17610	27.7208	B4	C
1	1	Brown, Mrs. John Murray (Caroline Lane Lamson)	female	59	2	0	11769	51.4792	C101	S
1	1	Bucknell, Mrs. William Robert (Emma Eliza Ward)	female	60	0	0	11813	76.2917	D15	C
1	1	Burns, Miss. Elizabeth Margaret	female	41	0	0	16966	134.5000	E40	C
1	0	Butt, Major. Archibald Willingham	male	45	0	0	113050	26.5500	B38	S
1	0	Cairns, Mr. Alexander	male	NA	0	0	113798	31.0000	NA	S
1	1	Calderhead, Mr. Edward Pennington	male	42	0	0	PC 17476	26.2875	E24	S
1	1	Candee, Mrs. Edward (Helen Churchill Hungerford)	female	53	0	0	PC 17606	27.4458	NA	C
1	1	Cardeza, Mr. Thomas Drake Martinez	male	36	0	1	PC 17755	512.3292	B51 B53 B55	C
1	1	Cardeza, Mrs. James Warburton Martinez (Charlotte Wardle Drake)	female	58	0	1	PC 17755	512.3292	B51 B53 B55	C
1	0	Carlsson, Mr. Frans Olof	male	33	0	0	695	5.0000	B51 B53 B55	S
1	0	Carrau, Mr. Francisco M	male	28	0	0	113059	47.1000	NA	S
1	0	Carrau, Mr. Jose Pedro	male	17	0	0	113059	47.1000	NA	S
1	1	Carter, Master. William Thornton II	male	11	1	2	113760	120.0000	B96 B98	S
1	1	Carter, Miss. Lucile Polk	female	14	1	2	113760	120.0000	B96 B98	S
1	1	Carter, Mr. William Ernest	male	36	1	2	113760	120.0000	B96 B98	S
1	1	Carter, Mrs. William Ernest (Lucile Polk)	female	36	1	2	113760	120.0000	B96 B98	S
1	0	Case, Mr. Howard Brown	male	49	0	0	19924	26.0000	NA	S
1	1	Cassebeer, Mrs. Henry Arthur Jr (Eleanor Genevieve Fosdick)	female	NA	0	0	17770	27.7208	NA	C
1	0	Cavendish, Mr. Tyrell William	male	36	1	0	19877	78.8500	C46	S
1	1	Cavendish, Mrs. Tyrell William (Julia Florence Siegel)	female	76	1	0	19877	78.8500	C46	S
1	0	Chaffee, Mr. Herbert Fuller	male	46	1	0	W.E.P. 5734	61.1750	E31	S
1	1	Chaffee, Mrs. Herbert Fuller (Carrie Constance Toogood)	female	47	1	0	W.E.P. 5734	61.1750	E31	S
1	1	Chambers, Mr. Norman Campbell	male	27	1	0	113806	53.1000	E8	S
1	1	Chambers, Mrs. Norman Campbell (Bertha Griggs)	female	33	1	0	113806	53.1000	E8	S
1	1	Chaudanson, Miss. Victorine	female	36	0	0	PC 17608	262.3750	B61	C
1	1	Cherry, Miss. Gladys	female	30	0	0	110152	86.5000	B77	S
1	1	Chevre, Mr. Paul Romaine	male	45	0	0	PC 17594	29.7000	A9	C
1	1	Chibnall, Mrs. (Edith Martha Bowerman)	female	NA	0	1	113505	55.0000	E33	S
1	0	Chisholm, Mr. Roderick Robert Crispin	male	NA	0	0	112051	0.0000	NA	S
1	0	Clark, Mr. Walter Miller	male	27	1	0	13508	136.7792	C89	C
1	1	Clark, Mrs. Walter Miller (Virginia McDowell)	female	26	1	0	13508	136.7792	C89	C
1	1	Cleaver, Miss. Alice	female	22	0	0	113781	151.5500	NA	S
1	0	Clifford, Mr. George Quincy	male	NA	0	0	110465	52.0000	A14	S
1	0	Colley, Mr. Edward Pomeroy	male	47	0	0	5727	25.5875	E58	S
1	1	Compton, Miss. Sara Rebecca	female	39	1	1	PC 17756	83.1583	E49	C
1	0	Compton, Mr. Alexander Taylor Jr	male	37	1	1	PC 17756	83.1583	E52	C
1	1	Compton, Mrs. Alexander Taylor (Mary Eliza Ingersoll)	female	64	0	2	PC 17756	83.1583	E45	C
1	1	Cornell, Mrs. Robert Clifford (Malvina Helen Lamson)	female	55	2	0	11770	25.7000	C101	S
1	0	Crafton, Mr. John Bertram	male	NA	0	0	113791	26.5500	NA	S
1	0	Crosby, Capt. Edward Gifford	male	70	1	1	WE/P 5735	71.0000	B22	S
1	1	Crosby, Miss. Harriet R	female	36	0	2	WE/P 5735	71.0000	B22	S
1	1	Crosby, Mrs. Edward Gifford (Catherine Elizabeth Halstead)	female	64	1	1	112901	26.5500	B26	S
1	0	Cumings, Mr. John Bradley	male	39	1	0	PC 17599	71.2833	C85	C
1	1	Cumings, Mrs. John Bradley (Florence Briggs Thayer)	female	38	1	0	PC 17599	71.2833	C85	C
1	1	Daly, Mr. Peter Denis	male	51	0	0	113055	26.5500	E17	S
1	1	Daniel, Mr. Robert Williams	male	27	0	0	113804	30.5000	NA	S
1	1	Daniels, Miss. Sarah	female	33	0	0	113781	151.5500	NA	S
1	0	Davidson, Mr. Thornton	male	31	1	0	F.C. 12750	52.0000	B71	S
1	1	Davidson, Mrs. Thornton (Orian Hays)	female	27	1	2	F.C. 12750	52.0000	B71	S
1	1	Dick, Mr. Albert Adrian	male	31	1	0	17474	57.0000	B20	S
1	1	Dick, Mrs. Albert Adrian (Vera Gillespie)	female	17	1	0	17474	57.0000	B20	S
1	1	Dodge, Dr. Washington	male	53	1	1	33638	81.8583	A34	S
1	1	Dodge, Master. Washington	male	4	0	2	33638	81.8583	A34	S
1	1	Dodge, Mrs. Washington (Ruth Vidaver)	female	54	1	1	33638	81.8583	A34	S
1	0	Douglas, Mr. Walter Donald	male	50	1	0	PC 17761	106.4250	C86	C
1	1	Douglas, Mrs. Frederick Charles (Mary Helene Baxter)	female	27	1	1	PC 17558	247.5208	B58 B60	C
1	1	Douglas, Mrs. Walter Donald (Mahala Dutton)	female	48	1	0	PC 17761	106.4250	C86	C
1	1	Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan")	female	48	1	0	11755	39.6000	A16	C
1	1	Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan")	male	49	1	0	PC 17485	56.9292	A20	C
1	0	Dulles, Mr. William Crothers	male	39	0	0	PC 17580	29.7000	A18	C
1	1	Earnshaw, Mrs. Boulton (Olive Potter)	female	23	0	1	11767	83.1583	C54	C
1	1	Endres, Miss. Caroline Louise	female	38	0	0	PC 17757	227.5250	C45	C
1	1	Eustis, Miss. Elizabeth Mussey	female	54	1	0	36947	78.2667	D20	C
1	0	Evans, Miss. Edith Corse	female	36	0	0	PC 17531	31.6792	A29	C
1	0	Farthing, Mr. John	male	NA	0	0	PC 17483	221.7792	C95	S
1	1	Flegenheim, Mrs. Alfred (Antoinette)	female	NA	0	0	PC 17598	31.6833	NA	S
1	1	Fleming, Miss. Margaret	female	NA	0	0	17421	110.8833	NA	C
1	1	Flynn, Mr. John Irwin ("Irving")	male	36	0	0	PC 17474	26.3875	E25	S
1	0	Foreman, Mr. Benjamin Laventall	male	30	0	0	113051	27.7500	C111	C
1	1	Fortune, Miss. Alice Elizabeth	female	24	3	2	19950	263.0000	C23 C25 C27	S
1	1	Fortune, Miss. Ethel Flora	female	28	3	2	19950	263.0000	C23 C25 C27	S
1	1	Fortune, Miss. Mabel Helen	female	23	3	2	19950	263.0000	C23 C25 C27	S
1	0	Fortune, Mr. Charles Alexander	male	19	3	2	19950	263.0000	C23 C25 C27	S
1	0	Fortune, Mr. Mark	male	64	1	4	19950	263.0000	C23 C25 C27	S
1	1	Fortune, Mrs. Mark (Mary McDougald)	female	60	1	4	19950	263.0000	C23 C25 C27	S
1	1	Francatelli, Miss. Laura Mabel	female	30	0	0	PC 17485	56.9292	E36	C
1	0	Franklin, Mr. Thomas Parham	male	NA	0	0	113778	26.5500	D34	S
1	1	Frauenthal, Dr. Henry William	male	50	2	0	PC 17611	133.6500	NA	S
1	1	Frauenthal, Mr. Isaac Gerald	male	43	1	0	17765	27.7208	D40	C
1	1	Frauenthal, Mrs. Henry William (Clara Heinsheimer)	female	NA	1	0	PC 17611	133.6500	NA	S
1	1	Frolicher, Miss. Hedwig Margaritha	female	22	0	2	13568	49.5000	B39	C
1	1	Frolicher-Stehli, Mr. Maxmillian	male	60	1	1	13567	79.2000	B41	C
1	1	Frolicher-Stehli, Mrs. Maxmillian (Margaretha Emerentia Stehli)	female	48	1	1	13567	79.2000	B41	C
1	0	Fry, Mr. Richard	male	NA	0	0	112058	0.0000	B102	S
1	0	Futrelle, Mr. Jacques Heath	male	37	1	0	113803	53.1000	C123	S
1	1	Futrelle, Mrs. Jacques Heath (Lily May Peel)	female	35	1	0	113803	53.1000	C123	S
1	0	Gee, Mr. Arthur H	male	47	0	0	111320	38.5000	E63	S
1	1	Geiger, Miss. Amalie	female	35	0	0	113503	211.5000	C130	C
1	1	Gibson, Miss. Dorothy Winifred	female	22	0	1	112378	59.4000	NA	C
1	1	Gibson, Mrs. Leonard (Pauline C Boeson)	female	45	0	1	112378	59.4000	NA	C
1	0	Giglio, Mr. Victor	male	24	0	0	PC 17593	79.2000	B86	C
1	1	Goldenberg, Mr. Samuel L	male	49	1	0	17453	89.1042	C92	C
1	1	Goldenberg, Mrs. Samuel L (Edwiga Grabowska)	female	NA	1	0	17453	89.1042	C92	C
1	0	Goldschmidt, Mr. George B	male	71	0	0	PC 17754	34.6542	A5	C
1	1	Gracie, Col. Archibald IV	male	53	0	0	113780	28.5000	C51	C
1	1	Graham, Miss. Margaret Edith	female	19	0	0	112053	30.0000	B42	S
1	0	Graham, Mr. George Edward	male	38	0	1	PC 17582	153.4625	C91	S
1	1	Graham, Mrs. William Thompson (Edith Junkins)	female	58	0	1	PC 17582	153.4625	C125	S
1	1	Greenfield, Mr. William Bertram	male	23	0	1	PC 17759	63.3583	D10 D12	C
1	1	Greenfield, Mrs. Leo David (Blanche Strouse)	female	45	0	1	PC 17759	63.3583	D10 D12	C
1	0	Guggenheim, Mr. Benjamin	male	46	0	0	PC 17593	79.2000	B82 B84	C
1	1	Harder, Mr. George Achilles	male	25	1	0	11765	55.4417	E50	C
1	1	Harder, Mrs. George Achilles (Dorothy Annan)	female	25	1	0	11765	55.4417	E50	C
1	1	Harper, Mr. Henry Sleeper	male	48	1	0	PC 17572	76.7292	D33	C
1	1	Harper, Mrs. Henry Sleeper (Myna Haxtun)	female	49	1	0	PC 17572	76.7292	D33	C
1	0	Harrington, Mr. Charles H	male	NA	0	0	113796	42.4000	NA	S
1	0	Harris, Mr. Henry Birkhardt	male	45	1	0	36973	83.4750	C83	S
1	1	Harris, Mrs. Henry Birkhardt (Irene Wallach)	female	35	1	0	36973	83.4750	C83	S
1	0	Harrison, Mr. William	male	40	0	0	112059	0.0000	B94	S
1	1	Hassab, Mr. Hammad	male	27	0	0	PC 17572	76.7292	D49	C
1	1	Hawksford, Mr. Walter James	male	NA	0	0	16988	30.0000	D45	S
1	1	Hays, Miss. Margaret Bechstein	female	24	0	0	11767	83.1583	C54	C
1	0	Hays, Mr. Charles Melville	male	55	1	1	12749	93.5000	B69	S
1	1	Hays, Mrs. Charles Melville (Clara Jennings Gregg)	female	52	1	1	12749	93.5000	B69	S
1	0	Head, Mr. Christopher	male	42	0	0	113038	42.5000	B11	S
1	0	Hilliard, Mr. Herbert Henry	male	NA	0	0	17463	51.8625	E46	S
1	0	Hipkins, Mr. William Edward	male	55	0	0	680	50.0000	C39	S
1	1	Hippach, Miss. Jean Gertrude	female	16	0	1	111361	57.9792	B18	C
1	1	Hippach, Mrs. Louis Albert (Ida Sophia Fischer)	female	44	0	1	111361	57.9792	B18	C
1	1	Hogeboom, Mrs. John C (Anna Andrews)	female	51	1	0	13502	77.9583	D11	S
1	0	Holverson, Mr. Alexander Oskar	male	42	1	0	113789	52.0000	NA	S
1	1	Holverson, Mrs. Alexander Oskar (Mary Aline Towner)	female	35	1	0	113789	52.0000	NA	S
1	1	Homer, Mr. Harry ("Mr E Haven")	male	35	0	0	111426	26.5500	NA	C
1	1	Hoyt, Mr. Frederick Maxfield	male	38	1	0	19943	90.0000	C93	S
1	0	Hoyt, Mr. William Fisher	male	NA	0	0	PC 17600	30.6958	NA	C
1	1	Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)	female	35	1	0	19943	90.0000	C93	S
1	1	Icard, Miss. Amelie	female	38	0	0	113572	80.0000	B28	NA
1	0	Isham, Miss. Ann Elizabeth	female	50	0	0	PC 17595	28.7125	C49	C
1	1	Ismay, Mr. Joseph Bruce	male	49	0	0	112058	0.0000	B52 B54 B56	S
1	0	Jones, Mr. Charles Cresson	male	46	0	0	694	26.0000	NA	S
1	0	Julian, Mr. Henry Forbes	male	50	0	0	113044	26.0000	E60	S
1	0	Keeping, Mr. Edwin	male	32.5	0	0	113503	211.5000	C132	C
1	0	Kent, Mr. Edward Austin	male	58	0	0	11771	29.7000	B37	C
1	0	Kenyon, Mr. Frederick R	male	41	1	0	17464	51.8625	D21	S
1	1	Kenyon, Mrs. Frederick R (Marion)	female	NA	1	0	17464	51.8625	D21	S
1	1	Kimball, Mr. Edwin Nelson Jr	male	42	1	0	11753	52.5542	D19	S
1	1	Kimball, Mrs. Edwin Nelson Jr (Gertrude Parsons)	female	45	1	0	11753	52.5542	D19	S
1	0	Klaber, Mr. Herman	male	NA	0	0	113028	26.5500	C124	S
1	1	Kreuchen, Miss. Emilie	female	39	0	0	24160	211.3375	NA	S
1	1	Leader, Dr. Alice (Farnham)	female	49	0	0	17465	25.9292	D17	S
1	1	LeRoy, Miss. Bertha	female	30	0	0	PC 17761	106.4250	NA	C
1	1	Lesurer, Mr. Gustave J	male	35	0	0	PC 17755	512.3292	B101	C
1	0	Lewy, Mr. Ervin G	male	NA	0	0	PC 17612	27.7208	NA	C
1	0	Lindeberg-Lind, Mr. Erik Gustaf ("Mr Edward Lingrey")	male	42	0	0	17475	26.5500	NA	S
1	1	Lindstrom, Mrs. Carl Johan (Sigrid Posse)	female	55	0	0	112377	27.7208	NA	C
1	1	Lines, Miss. Mary Conover	female	16	0	1	PC 17592	39.4000	D28	S
1	1	Lines, Mrs. Ernest H (Elizabeth Lindsey James)	female	51	0	1	PC 17592	39.4000	D28	S
1	0	Long, Mr. Milton Clyde	male	29	0	0	113501	30.0000	D6	S
1	1	Longley, Miss. Gretchen Fiske	female	21	0	0	13502	77.9583	D9	S
1	0	Loring, Mr. Joseph Holland	male	30	0	0	113801	45.5000	NA	S
1	1	Lurette, Miss. Elise	female	58	0	0	PC 17569	146.5208	B80	C
1	1	Madill, Miss. Georgette Alexandra	female	15	0	1	24160	211.3375	B5	S
1	0	Maguire, Mr. John Edward	male	30	0	0	110469	26.0000	C106	S
1	1	Maioni, Miss. Roberta	female	16	0	0	110152	86.5000	B79	S
1	1	Marechal, Mr. Pierre	male	NA	0	0	11774	29.7000	C47	C
1	0	Marvin, Mr. Daniel Warner	male	19	1	0	113773	53.1000	D30	S
1	1	Marvin, Mrs. Daniel Warner (Mary Graham Carmichael Farquarson)	female	18	1	0	113773	53.1000	D30	S
1	1	Mayne, Mlle. Berthe Antonine ("Mrs de Villiers")	female	24	0	0	PC 17482	49.5042	C90	C
1	0	McCaffry, Mr. Thomas Francis	male	46	0	0	13050	75.2417	C6	C
1	0	McCarthy, Mr. Timothy J	male	54	0	0	17463	51.8625	E46	S
1	1	McGough, Mr. James Robert	male	36	0	0	PC 17473	26.2875	E25	S
1	0	Meyer, Mr. Edgar Joseph	male	28	1	0	PC 17604	82.1708	NA	C
1	1	Meyer, Mrs. Edgar Joseph (Leila Saks)	female	NA	1	0	PC 17604	82.1708	NA	C
1	0	Millet, Mr. Francis Davis	male	65	0	0	13509	26.5500	E38	S
1	0	Minahan, Dr. William Edward	male	44	2	0	19928	90.0000	C78	Q
1	1	Minahan, Miss. Daisy E	female	33	1	0	19928	90.0000	C78	Q
1	1	Minahan, Mrs. William Edward (Lillian E Thorpe)	female	37	1	0	19928	90.0000	C78	Q
1	1	Mock, Mr. Philipp Edmund	male	30	1	0	13236	57.7500	C78	C
1	0	Molson, Mr. Harry Markland	male	55	0	0	113787	30.5000	C30	S
1	0	Moore, Mr. Clarence Bloomfield	male	47	0	0	113796	42.4000	NA	S
1	0	Natsch, Mr. Charles H	male	37	0	1	PC 17596	29.7000	C118	C
1	1	Newell, Miss. Madeleine	female	31	1	0	35273	113.2750	D36	C
1	1	Newell, Miss. Marjorie	female	23	1	0	35273	113.2750	D36	C
1	0	Newell, Mr. Arthur Webster	male	58	0	2	35273	113.2750	D48	C
1	1	Newsom, Miss. Helen Monypeny	female	19	0	2	11752	26.2833	D47	S
1	0	Nicholson, Mr. Arthur Ernest	male	64	0	0	693	26.0000	NA	S
1	1	Oliva y Ocana, Dona. Fermina	female	39	0	0	PC 17758	108.9000	C105	C
1	1	Omont, Mr. Alfred Fernand	male	NA	0	0	F.C. 12998	25.7417	NA	C
1	1	Ostby, Miss. Helene Ragnhild	female	22	0	1	113509	61.9792	B36	C
1	0	Ostby, Mr. Engelhart Cornelius	male	65	0	1	113509	61.9792	B30	C
1	0	Ovies y Rodriguez, Mr. Servando	male	28.5	0	0	PC 17562	27.7208	D43	C
1	0	Parr, Mr. William Henry Marsh	male	NA	0	0	112052	0.0000	NA	S
1	0	Partner, Mr. Austen	male	45.5	0	0	113043	28.5000	C124	S
1	0	Payne, Mr. Vivian Ponsonby	male	23	0	0	12749	93.5000	B24	S
1	0	Pears, Mr. Thomas Clinton	male	29	1	0	113776	66.6000	C2	S
1	1	Pears, Mrs. Thomas (Edith Wearne)	female	22	1	0	113776	66.6000	C2	S
1	0	Penasco y Castellana, Mr. Victor de Satode	male	18	1	0	PC 17758	108.9000	C65	C
1	1	Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)	female	17	1	0	PC 17758	108.9000	C65	C
1	1	Perreault, Miss. Anne	female	30	0	0	12749	93.5000	B73	S
1	1	Peuchen, Major. Arthur Godfrey	male	52	0	0	113786	30.5000	C104	S
1	0	Porter, Mr. Walter Chamberlain	male	47	0	0	110465	52.0000	C110	S
1	1	Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)	female	56	0	1	11767	83.1583	C50	C
1	0	Reuchlin, Jonkheer. John George	male	38	0	0	19972	0.0000	NA	S
1	1	Rheims, Mr. George Alexander Lucien	male	NA	0	0	PC 17607	39.6000	NA	S
1	0	Ringhini, Mr. Sante	male	22	0	0	PC 17760	135.6333	NA	C
1	0	Robbins, Mr. Victor	male	NA	0	0	PC 17757	227.5250	NA	C
1	1	Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)	female	43	0	1	24160	211.3375	B3	S
1	0	Roebling, Mr. Washington Augustus II	male	31	0	0	PC 17590	50.4958	A24	S
1	1	Romaine, Mr. Charles Hallace ("Mr C Rolmane")	male	45	0	0	111428	26.5500	NA	S
1	0	Rood, Mr. Hugh Roscoe	male	NA	0	0	113767	50.0000	A32	S
1	1	Rosenbaum, Miss. Edith Louise	female	33	0	0	PC 17613	27.7208	A11	C
1	0	Rosenshine, Mr. George ("Mr George Thorne")	male	46	0	0	PC 17585	79.2000	NA	C
1	0	Ross, Mr. John Hugo	male	36	0	0	13049	40.1250	A10	C
1	1	Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)	female	33	0	0	110152	86.5000	B77	S
1	0	Rothschild, Mr. Martin	male	55	1	0	PC 17603	59.4000	NA	C
1	1	Rothschild, Mrs. Martin (Elizabeth L. Barrett)	female	54	1	0	PC 17603	59.4000	NA	C
1	0	Rowe, Mr. Alfred G	male	33	0	0	113790	26.5500	NA	S
1	1	Ryerson, Master. John Borie	male	13	2	2	PC 17608	262.3750	B57 B59 B63 B66	C
1	1	Ryerson, Miss. Emily Borie	female	18	2	2	PC 17608	262.3750	B57 B59 B63 B66	C
1	1	Ryerson, Miss. Susan Parker "Suzette"	female	21	2	2	PC 17608	262.3750	B57 B59 B63 B66	C
1	0	Ryerson, Mr. Arthur Larned	male	61	1	3	PC 17608	262.3750	B57 B59 B63 B66	C
1	1	Ryerson, Mrs. Arthur Larned (Emily Maria Borie)	female	48	1	3	PC 17608	262.3750	B57 B59 B63 B66	C
1	1	Saalfeld, Mr. Adolphe	male	NA	0	0	19988	30.5000	C106	S
1	1	Sagesser, Mlle. Emma	female	24	0	0	PC 17477	69.3000	B35	C
1	1	Salomon, Mr. Abraham L	male	NA	0	0	111163	26.0000	NA	S
1	1	Schabert, Mrs. Paul (Emma Mock)	female	35	1	0	13236	57.7500	C28	C
1	1	Serepeca, Miss. Augusta	female	30	0	0	113798	31.0000	NA	C
1	1	Seward, Mr. Frederic Kimber	male	34	0	0	113794	26.5500	NA	S
1	1	Shutes, Miss. Elizabeth W	female	40	0	0	PC 17582	153.4625	C125	S
1	1	Silverthorne, Mr. Spencer Victor	male	35	0	0	PC 17475	26.2875	E24	S
1	0	Silvey, Mr. William Baird	male	50	1	0	13507	55.9000	E44	S
1	1	Silvey, Mrs. William Baird (Alice Munger)	female	39	1	0	13507	55.9000	E44	S
1	1	Simonius-Blumer, Col. Oberst Alfons	male	56	0	0	13213	35.5000	A26	C
1	1	Sloper, Mr. William Thompson	male	28	0	0	113788	35.5000	A6	S
1	0	Smart, Mr. John Montgomery	male	56	0	0	113792	26.5500	NA	S
1	0	Smith, Mr. James Clinch	male	56	0	0	17764	30.6958	A7	C
1	0	Smith, Mr. Lucien Philip	male	24	1	0	13695	60.0000	C31	S
1	0	Smith, Mr. Richard William	male	NA	0	0	113056	26.0000	A19	S
1	1	Smith, Mrs. Lucien Philip (Mary Eloise Hughes)	female	18	1	0	13695	60.0000	C31	S
1	1	Snyder, Mr. John Pillsbury	male	24	1	0	21228	82.2667	B45	S
1	1	Snyder, Mrs. John Pillsbury (Nelle Stevenson)	female	23	1	0	21228	82.2667	B45	S
1	1	Spedden, Master. Robert Douglas	male	6	0	2	16966	134.5000	E34	C
1	1	Spedden, Mr. Frederic Oakley	male	45	1	1	16966	134.5000	E34	C
1	1	Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)	female	40	1	1	16966	134.5000	E34	C
1	0	Spencer, Mr. William Augustus	male	57	1	0	PC 17569	146.5208	B78	C
1	1	Spencer, Mrs. William Augustus (Marie Eugenie)	female	NA	1	0	PC 17569	146.5208	B78	C
1	1	Stahelin-Maeglin, Dr. Max	male	32	0	0	13214	30.5000	B50	C
1	0	Stead, Mr. William Thomas	male	62	0	0	113514	26.5500	C87	S
1	1	Stengel, Mr. Charles Emil Henry	male	54	1	0	11778	55.4417	C116	C
1	1	Stengel, Mrs. Charles Emil Henry (Annie May Morris)	female	43	1	0	11778	55.4417	C116	C
1	1	Stephenson, Mrs. Walter Bertram (Martha Eustis)	female	52	1	0	36947	78.2667	D20	C
1	0	Stewart, Mr. Albert A	male	NA	0	0	PC 17605	27.7208	NA	C
1	1	Stone, Mrs. George Nelson (Martha Evelyn)	female	62	0	0	113572	80.0000	B28	NA
1	0	Straus, Mr. Isidor	male	67	1	0	PC 17483	221.7792	C55 C57	S
1	0	Straus, Mrs. Isidor (Rosalie Ida Blun)	female	63	1	0	PC 17483	221.7792	C55 C57	S
1	0	Sutton, Mr. Frederick	male	61	0	0	36963	32.3208	D50	S
1	1	Swift, Mrs. Frederick Joel (Margaret Welles Barron)	female	48	0	0	17466	25.9292	D17	S
1	1	Taussig, Miss. Ruth	female	18	0	2	110413	79.6500	E68	S
1	0	Taussig, Mr. Emil	male	52	1	1	110413	79.6500	E67	S
1	1	Taussig, Mrs. Emil (Tillie Mandelbaum)	female	39	1	1	110413	79.6500	E67	S
1	1	Taylor, Mr. Elmer Zebley	male	48	1	0	19996	52.0000	C126	S
1	1	Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)	female	NA	1	0	19996	52.0000	C126	S
1	0	Thayer, Mr. John Borland	male	49	1	1	17421	110.8833	C68	C
1	1	Thayer, Mr. John Borland Jr	male	17	0	2	17421	110.8833	C70	C
1	1	Thayer, Mrs. John Borland (Marian Longstreth Morris)	female	39	1	1	17421	110.8833	C68	C
1	1	Thorne, Mrs. Gertrude Maybelle	female	NA	0	0	PC 17585	79.2000	NA	C
1	1	Tucker, Mr. Gilbert Milligan Jr	male	31	0	0	2543	28.5375	C53	C
1	0	Uruchurtu, Don. Manuel E	male	40	0	0	PC 17601	27.7208	NA	C
1	0	Van der hoef, Mr. Wyckoff	male	61	0	0	111240	33.5000	B19	S
1	0	Walker, Mr. William Anderson	male	47	0	0	36967	34.0208	D46	S
1	1	Ward, Miss. Anna	female	35	0	0	PC 17755	512.3292	NA	C
1	0	Warren, Mr. Frank Manley	male	64	1	0	110813	75.2500	D37	C
1	1	Warren, Mrs. Frank Manley (Anna Sophia Atkinson)	female	60	1	0	110813	75.2500	D37	C
1	0	Weir, Col. John	male	60	0	0	113800	26.5500	NA	S
1	0	White, Mr. Percival Wayland	male	54	0	1	35281	77.2875	D26	S
1	0	White, Mr. Richard Frasar	male	21	0	1	35281	77.2875	D26	S
1	1	White, Mrs. John Stuart (Ella Holmes)	female	55	0	0	PC 17760	135.6333	C32	C
1	1	Wick, Miss. Mary Natalie	female	31	0	2	36928	164.8667	C7	S
1	0	Wick, Mr. George Dennick	male	57	1	1	36928	164.8667	NA	S
1	1	Wick, Mrs. George Dennick (Mary Hitchcock)	female	45	1	1	36928	164.8667	NA	S
1	0	Widener, Mr. George Dunton	male	50	1	1	113503	211.5000	C80	C
1	0	Widener, Mr. Harry Elkins	male	27	0	2	113503	211.5000	C82	C
1	1	Widener, Mrs. George Dunton (Eleanor Elkins)	female	50	1	1	113503	211.5000	C80	C
1	1	Willard, Miss. Constance	female	21	0	0	113795	26.5500	NA	S
1	0	Williams, Mr. Charles Duane	male	51	0	1	PC 17597	61.3792	NA	C
1	1	Williams, Mr. Richard Norris II	male	21	0	1	PC 17597	61.3792	NA	C
1	0	Williams-Lambert, Mr. Fletcher Fellows	male	NA	0	0	113510	35.0000	C128	S
1	1	Wilson, Miss. Helen Alice	female	31	0	0	16966	134.5000	E39 E41	C
1	1	Woolner, Mr. Hugh	male	NA	0	0	19947	35.5000	C52	S
1	0	Wright, Mr. George	male	62	0	0	113807	26.5500	NA	S
1	1	Young, Miss. Marie Grice	female	36	0	0	PC 17760	135.6333	C32	C
2	0	Abelson, Mr. Samuel	male	30	1	0	P/PP 3381	24.0000	NA	C
2	1	Abelson, Mrs. Samuel (Hannah Wizosky)	female	28	1	0	P/PP 3381	24.0000	NA	C
2	0	Aldworth, Mr. Charles Augustus	male	30	0	0	248744	13.0000	NA	S
2	0	Andrew, Mr. Edgardo Samuel	male	18	0	0	231945	11.5000	NA	S
2	0	Andrew, Mr. Frank Thomas	male	25	0	0	C.A. 34050	10.5000	NA	S
2	0	Angle, Mr. William A	male	34	1	0	226875	26.0000	NA	S
2	1	Angle, Mrs. William A (Florence "Mary" Agnes Hughes)	female	36	1	0	226875	26.0000	NA	S
2	0	Ashby, Mr. John	male	57	0	0	244346	13.0000	NA	S
2	0	Bailey, Mr. Percy Andrew	male	18	0	0	29108	11.5000	NA	S
2	0	Baimbrigge, Mr. Charles Robert	male	23	0	0	C.A. 31030	10.5000	NA	S
2	1	Ball, Mrs. (Ada E Hall)	female	36	0	0	28551	13.0000	D	S
2	0	Banfield, Mr. Frederick James	male	28	0	0	C.A./SOTON 34068	10.5000	NA	S
2	0	Bateman, Rev. Robert James	male	51	0	0	S.O.P. 1166	12.5250	NA	S
2	1	Beane, Mr. Edward	male	32	1	0	2908	26.0000	NA	S
2	1	Beane, Mrs. Edward (Ethel Clarke)	female	19	1	0	2908	26.0000	NA	S
2	0	Beauchamp, Mr. Henry James	male	28	0	0	244358	26.0000	NA	S
2	1	Becker, Master. Richard F	male	1	2	1	230136	39.0000	F4	S
2	1	Becker, Miss. Marion Louise	female	4	2	1	230136	39.0000	F4	S
2	1	Becker, Miss. Ruth Elizabeth	female	12	2	1	230136	39.0000	F4	S
2	1	Becker, Mrs. Allen Oliver (Nellie E Baumgardner)	female	36	0	3	230136	39.0000	F4	S
2	1	Beesley, Mr. Lawrence	male	34	0	0	248698	13.0000	D56	S
2	1	Bentham, Miss. Lilian W	female	19	0	0	28404	13.0000	NA	S
2	0	Berriman, Mr. William John	male	23	0	0	28425	13.0000	NA	S
2	0	Botsford, Mr. William Hull	male	26	0	0	237670	13.0000	NA	S
2	0	Bowenur, Mr. Solomon	male	42	0	0	211535	13.0000	NA	S
2	0	Bracken, Mr. James H	male	27	0	0	220367	13.0000	NA	S
2	1	Brown, Miss. Amelia "Mildred"	female	24	0	0	248733	13.0000	F33	S
2	1	Brown, Miss. Edith Eileen	female	15	0	2	29750	39.0000	NA	S
2	0	Brown, Mr. Thomas William Solomon	male	60	1	1	29750	39.0000	NA	S
2	1	Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)	female	40	1	1	29750	39.0000	NA	S
2	1	Bryhl, Miss. Dagmar Jenny Ingeborg	female	20	1	0	236853	26.0000	NA	S
2	0	Bryhl, Mr. Kurt Arnold Gottfrid	male	25	1	0	236853	26.0000	NA	S
2	1	Buss, Miss. Kate	female	36	0	0	27849	13.0000	NA	S
2	0	Butler, Mr. Reginald Fenton	male	25	0	0	234686	13.0000	NA	S
2	0	Byles, Rev. Thomas Roussel Davids	male	42	0	0	244310	13.0000	NA	S
2	1	Bystrom, Mrs. (Karolina)	female	42	0	0	236852	13.0000	NA	S
2	1	Caldwell, Master. Alden Gates	male	0.8333	0	2	248738	29.0000	NA	S
2	1	Caldwell, Mr. Albert Francis	male	26	1	1	248738	29.0000	NA	S
2	1	Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)	female	22	1	1	248738	29.0000	NA	S
2	1	Cameron, Miss. Clear Annie	female	35	0	0	F.C.C. 13528	21.0000	NA	S
2	0	Campbell, Mr. William	male	NA	0	0	239853	0.0000	NA	S
2	0	Carbines, Mr. William	male	19	0	0	28424	13.0000	NA	S
2	0	Carter, Mrs. Ernest Courtenay (Lilian Hughes)	female	44	1	0	244252	26.0000	NA	S
2	0	Carter, Rev. Ernest Courtenay	male	54	1	0	244252	26.0000	NA	S
2	0	Chapman, Mr. Charles Henry	male	52	0	0	248731	13.5000	NA	S
2	0	Chapman, Mr. John Henry	male	37	1	0	SC/AH 29037	26.0000	NA	S
2	0	Chapman, Mrs. John Henry (Sara Elizabeth Lawry)	female	29	1	0	SC/AH 29037	26.0000	NA	S
2	1	Christy, Miss. Julie Rachel	female	25	1	1	237789	30.0000	NA	S
2	1	Christy, Mrs. (Alice Frances)	female	45	0	2	237789	30.0000	NA	S
2	0	Clarke, Mr. Charles Valentine	male	29	1	0	2003	26.0000	NA	S
2	1	Clarke, Mrs. Charles V (Ada Maria Winfield)	female	28	1	0	2003	26.0000	NA	S
2	0	Coleridge, Mr. Reginald Charles	male	29	0	0	W./C. 14263	10.5000	NA	S
2	0	Collander, Mr. Erik Gustaf	male	28	0	0	248740	13.0000	NA	S
2	1	Collett, Mr. Sidney C Stuart	male	24	0	0	28034	10.5000	NA	S
2	1	Collyer, Miss. Marjorie "Lottie"	female	8	0	2	C.A. 31921	26.2500	NA	S
2	0	Collyer, Mr. Harvey	male	31	1	1	C.A. 31921	26.2500	NA	S
2	1	Collyer, Mrs. Harvey (Charlotte Annie Tate)	female	31	1	1	C.A. 31921	26.2500	NA	S
2	1	Cook, Mrs. (Selena Rogers)	female	22	0	0	W./C. 14266	10.5000	F33	S
2	0	Corbett, Mrs. Walter H (Irene Colvin)	female	30	0	0	237249	13.0000	NA	S
2	0	Corey, Mrs. Percy C (Mary Phyllis Elizabeth Miller)	female	NA	0	0	F.C.C. 13534	21.0000	NA	S
2	0	Cotterill, Mr. Henry "Harry"	male	21	0	0	29107	11.5000	NA	S
2	0	Cunningham, Mr. Alfred Fleming	male	NA	0	0	239853	0.0000	NA	S
2	1	Davies, Master. John Morgan Jr	male	8	1	1	C.A. 33112	36.7500	NA	S
2	0	Davies, Mr. Charles Henry	male	18	0	0	S.O.C. 14879	73.5000	NA	S
2	1	Davies, Mrs. John Morgan (Elizabeth Agnes Mary White)	female	48	0	2	C.A. 33112	36.7500	NA	S
2	1	Davis, Miss. Mary	female	28	0	0	237668	13.0000	NA	S
2	0	de Brito, Mr. Jose Joaquim	male	32	0	0	244360	13.0000	NA	S
2	0	Deacon, Mr. Percy William	male	17	0	0	S.O.C. 14879	73.5000	NA	S
2	0	del Carlo, Mr. Sebastiano	male	29	1	0	SC/PARIS 2167	27.7208	NA	C
2	1	del Carlo, Mrs. Sebastiano (Argenia Genovesi)	female	24	1	0	SC/PARIS 2167	27.7208	NA	C
2	0	Denbury, Mr. Herbert	male	25	0	0	C.A. 31029	31.5000	NA	S
2	0	Dibden, Mr. William	male	18	0	0	S.O.C. 14879	73.5000	NA	S
2	1	Doling, Miss. Elsie	female	18	0	1	231919	23.0000	NA	S
2	1	Doling, Mrs. John T (Ada Julia Bone)	female	34	0	1	231919	23.0000	NA	S
2	0	Downton, Mr. William James	male	54	0	0	28403	26.0000	NA	S
2	1	Drew, Master. Marshall Brines	male	8	0	2	28220	32.5000	NA	S
2	0	Drew, Mr. James Vivian	male	42	1	1	28220	32.5000	NA	S
2	1	Drew, Mrs. James Vivian (Lulu Thorne Christian)	female	34	1	1	28220	32.5000	NA	S
2	1	Duran y More, Miss. Asuncion	female	27	1	0	SC/PARIS 2149	13.8583	NA	C
2	1	Duran y More, Miss. Florentina	female	30	1	0	SC/PARIS 2148	13.8583	NA	C
2	0	Eitemiller, Mr. George Floyd	male	23	0	0	29751	13.0000	NA	S
2	0	Enander, Mr. Ingvar	male	21	0	0	236854	13.0000	NA	S
2	0	Fahlstrom, Mr. Arne Jonas	male	18	0	0	236171	13.0000	NA	S
2	0	Faunthorpe, Mr. Harry	male	40	1	0	2926	26.0000	NA	S
2	1	Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)	female	29	1	0	2926	26.0000	NA	S
2	0	Fillbrook, Mr. Joseph Charles	male	18	0	0	C.A. 15185	10.5000	NA	S
2	0	Fox, Mr. Stanley Hubert	male	36	0	0	229236	13.0000	NA	S
2	0	Frost, Mr. Anthony Wood "Archie"	male	NA	0	0	239854	0.0000	NA	S
2	0	Funk, Miss. Annie Clemmer	female	38	0	0	237671	13.0000	NA	S
2	0	Fynney, Mr. Joseph J	male	35	0	0	239865	26.0000	NA	S
2	0	Gale, Mr. Harry	male	38	1	0	28664	21.0000	NA	S
2	0	Gale, Mr. Shadrach	male	34	1	0	28664	21.0000	NA	S
2	1	Garside, Miss. Ethel	female	34	0	0	243880	13.0000	NA	S
2	0	Gaskell, Mr. Alfred	male	16	0	0	239865	26.0000	NA	S
2	0	Gavey, Mr. Lawrence	male	26	0	0	31028	10.5000	NA	S
2	0	Gilbert, Mr. William	male	47	0	0	C.A. 30769	10.5000	NA	S
2	0	Giles, Mr. Edgar	male	21	1	0	28133	11.5000	NA	S
2	0	Giles, Mr. Frederick Edward	male	21	1	0	28134	11.5000	NA	S
2	0	Giles, Mr. Ralph	male	24	0	0	248726	13.5000	NA	S
2	0	Gill, Mr. John William	male	24	0	0	233866	13.0000	NA	S
2	0	Gillespie, Mr. William Henry	male	34	0	0	12233	13.0000	NA	S
2	0	Givard, Mr. Hans Kristensen	male	30	0	0	250646	13.0000	NA	S
2	0	Greenberg, Mr. Samuel	male	52	0	0	250647	13.0000	NA	S
2	0	Hale, Mr. Reginald	male	30	0	0	250653	13.0000	NA	S
2	1	Hamalainen, Master. Viljo	male	0.6667	1	1	250649	14.5000	NA	S
2	1	Hamalainen, Mrs. William (Anna)	female	24	0	2	250649	14.5000	NA	S
2	0	Harbeck, Mr. William H	male	44	0	0	248746	13.0000	NA	S
2	1	Harper, Miss. Annie Jessie "Nina"	female	6	0	1	248727	33.0000	NA	S
2	0	Harper, Rev. John	male	28	0	1	248727	33.0000	NA	S
2	1	Harris, Mr. George	male	62	0	0	S.W./PP 752	10.5000	NA	S
2	0	Harris, Mr. Walter	male	30	0	0	W/C 14208	10.5000	NA	S
2	1	Hart, Miss. Eva Miriam	female	7	0	2	F.C.C. 13529	26.2500	NA	S
2	0	Hart, Mr. Benjamin	male	43	1	1	F.C.C. 13529	26.2500	NA	S
2	1	Hart, Mrs. Benjamin (Esther Ada Bloomfield)	female	45	1	1	F.C.C. 13529	26.2500	NA	S
2	1	Herman, Miss. Alice	female	24	1	2	220845	65.0000	NA	S
2	1	Herman, Miss. Kate	female	24	1	2	220845	65.0000	NA	S
2	0	Herman, Mr. Samuel	male	49	1	2	220845	65.0000	NA	S
2	1	Herman, Mrs. Samuel (Jane Laver)	female	48	1	2	220845	65.0000	NA	S
2	1	Hewlett, Mrs. (Mary D Kingcome)	female	55	0	0	248706	16.0000	NA	S
2	0	Hickman, Mr. Leonard Mark	male	24	2	0	S.O.C. 14879	73.5000	NA	S
2	0	Hickman, Mr. Lewis	male	32	2	0	S.O.C. 14879	73.5000	NA	S
2	0	Hickman, Mr. Stanley George	male	21	2	0	S.O.C. 14879	73.5000	NA	S
2	0	Hiltunen, Miss. Marta	female	18	1	1	250650	13.0000	NA	S
2	1	Hocking, Miss. Ellen "Nellie"	female	20	2	1	29105	23.0000	NA	S
2	0	Hocking, Mr. Richard George	male	23	2	1	29104	11.5000	NA	S
2	0	Hocking, Mr. Samuel James Metcalfe	male	36	0	0	242963	13.0000	NA	S
2	1	Hocking, Mrs. Elizabeth (Eliza Needs)	female	54	1	3	29105	23.0000	NA	S
2	0	Hodges, Mr. Henry Price	male	50	0	0	250643	13.0000	NA	S
2	0	Hold, Mr. Stephen	male	44	1	0	26707	26.0000	NA	S
2	1	Hold, Mrs. Stephen (Annie Margaret Hill)	female	29	1	0	26707	26.0000	NA	S
2	0	Hood, Mr. Ambrose Jr	male	21	0	0	S.O.C. 14879	73.5000	NA	S
2	1	Hosono, Mr. Masabumi	male	42	0	0	237798	13.0000	NA	S
2	0	Howard, Mr. Benjamin	male	63	1	0	24065	26.0000	NA	S
2	0	Howard, Mrs. Benjamin (Ellen Truelove Arman)	female	60	1	0	24065	26.0000	NA	S
2	0	Hunt, Mr. George Henry	male	33	0	0	SCO/W 1585	12.2750	NA	S
2	1	Ilett, Miss. Bertha	female	17	0	0	SO/C 14885	10.5000	NA	S
2	0	Jacobsohn, Mr. Sidney Samuel	male	42	1	0	243847	27.0000	NA	S
2	1	Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)	female	24	2	1	243847	27.0000	NA	S
2	0	Jarvis, Mr. John Denzil	male	47	0	0	237565	15.0000	NA	S
2	0	Jefferys, Mr. Clifford Thomas	male	24	2	0	C.A. 31029	31.5000	NA	S
2	0	Jefferys, Mr. Ernest Wilfred	male	22	2	0	C.A. 31029	31.5000	NA	S
2	0	Jenkin, Mr. Stephen Curnow	male	32	0	0	C.A. 33111	10.5000	NA	S
2	1	Jerwan, Mrs. Amin S (Marie Marthe Thuillard)	female	23	0	0	SC/AH Basle 541	13.7917	D	C
2	0	Kantor, Mr. Sinai	male	34	1	0	244367	26.0000	NA	S
2	1	Kantor, Mrs. Sinai (Miriam Sternin)	female	24	1	0	244367	26.0000	NA	S
2	0	Karnes, Mrs. J Frank (Claire Bennett)	female	22	0	0	F.C.C. 13534	21.0000	NA	S
2	1	Keane, Miss. Nora A	female	NA	0	0	226593	12.3500	E101	Q
2	0	Keane, Mr. Daniel	male	35	0	0	233734	12.3500	NA	Q
2	1	Kelly, Mrs. Florence "Fannie"	female	45	0	0	223596	13.5000	NA	S
2	0	Kirkland, Rev. Charles Leonard	male	57	0	0	219533	12.3500	NA	Q
2	0	Knight, Mr. Robert J	male	NA	0	0	239855	0.0000	NA	S
2	0	Kvillner, Mr. Johan Henrik Johannesson	male	31	0	0	C.A. 18723	10.5000	NA	S
2	0	Lahtinen, Mrs. William (Anna Sylfven)	female	26	1	1	250651	26.0000	NA	S
2	0	Lahtinen, Rev. William	male	30	1	1	250651	26.0000	NA	S
2	0	Lamb, Mr. John Joseph	male	NA	0	0	240261	10.7083	NA	Q
2	1	Laroche, Miss. Louise	female	1	1	2	SC/Paris 2123	41.5792	NA	C
2	1	Laroche, Miss. Simonne Marie Anne Andree	female	3	1	2	SC/Paris 2123	41.5792	NA	C
2	0	Laroche, Mr. Joseph Philippe Lemercier	male	25	1	2	SC/Paris 2123	41.5792	NA	C
2	1	Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)	female	22	1	2	SC/Paris 2123	41.5792	NA	C
2	1	Lehmann, Miss. Bertha	female	17	0	0	SC 1748	12.0000	NA	C
2	1	Leitch, Miss. Jessie Wills	female	NA	0	0	248727	33.0000	NA	S
2	1	Lemore, Mrs. (Amelia Milley)	female	34	0	0	C.A. 34260	10.5000	F33	S
2	0	Levy, Mr. Rene Jacques	male	36	0	0	SC/Paris 2163	12.8750	D	C
2	0	Leyson, Mr. Robert William Norman	male	24	0	0	C.A. 29566	10.5000	NA	S
2	0	Lingane, Mr. John	male	61	0	0	235509	12.3500	NA	Q
2	0	Louch, Mr. Charles Alexander	male	50	1	0	SC/AH 3085	26.0000	NA	S
2	1	Louch, Mrs. Charles Alexander (Alice Adelaide Slow)	female	42	1	0	SC/AH 3085	26.0000	NA	S
2	0	Mack, Mrs. (Mary)	female	57	0	0	S.O./P.P. 3	10.5000	E77	S
2	0	Malachard, Mr. Noel	male	NA	0	0	237735	15.0458	D	C
2	1	Mallet, Master. Andre	male	1	0	2	S.C./PARIS 2079	37.0042	NA	C
2	0	Mallet, Mr. Albert	male	31	1	1	S.C./PARIS 2079	37.0042	NA	C
2	1	Mallet, Mrs. Albert (Antoinette Magnin)	female	24	1	1	S.C./PARIS 2079	37.0042	NA	C
2	0	Mangiavacchi, Mr. Serafino Emilio	male	NA	0	0	SC/A.3 2861	15.5792	NA	C
2	0	Matthews, Mr. William John	male	30	0	0	28228	13.0000	NA	S
2	0	Maybery, Mr. Frank Hubert	male	40	0	0	239059	16.0000	NA	S
2	0	McCrae, Mr. Arthur Gordon	male	32	0	0	237216	13.5000	NA	S
2	0	McCrie, Mr. James Matthew	male	30	0	0	233478	13.0000	NA	S
2	0	McKane, Mr. Peter David	male	46	0	0	28403	26.0000	NA	S
2	1	Mellinger, Miss. Madeleine Violet	female	13	0	1	250644	19.5000	NA	S
2	1	Mellinger, Mrs. (Elizabeth Anne Maidment)	female	41	0	1	250644	19.5000	NA	S
2	1	Mellors, Mr. William John	male	19	0	0	SW/PP 751	10.5000	NA	S
2	0	Meyer, Mr. August	male	39	0	0	248723	13.0000	NA	S
2	0	Milling, Mr. Jacob Christian	male	48	0	0	234360	13.0000	NA	S
2	0	Mitchell, Mr. Henry Michael	male	70	0	0	C.A. 24580	10.5000	NA	S
2	0	Montvila, Rev. Juozas	male	27	0	0	211536	13.0000	NA	S
2	0	Moraweck, Dr. Ernest	male	54	0	0	29011	14.0000	NA	S
2	0	Morley, Mr. Henry Samuel ("Mr Henry Marshall")	male	39	0	0	250655	26.0000	NA	S
2	0	Mudd, Mr. Thomas Charles	male	16	0	0	S.O./P.P. 3	10.5000	NA	S
2	0	Myles, Mr. Thomas Francis	male	62	0	0	240276	9.6875	NA	Q
2	0	Nasser, Mr. Nicholas	male	32.5	1	0	237736	30.0708	NA	C
2	1	Nasser, Mrs. Nicholas (Adele Achem)	female	14	1	0	237736	30.0708	NA	C
2	1	Navratil, Master. Edmond Roger	male	2	1	1	230080	26.0000	F2	S
2	1	Navratil, Master. Michel M	male	3	1	1	230080	26.0000	F2	S
2	0	Navratil, Mr. Michel ("Louis M Hoffman")	male	36.5	0	2	230080	26.0000	F2	S
2	0	Nesson, Mr. Israel	male	26	0	0	244368	13.0000	F2	S
2	0	Nicholls, Mr. Joseph Charles	male	19	1	1	C.A. 33112	36.7500	NA	S
2	0	Norman, Mr. Robert Douglas	male	28	0	0	218629	13.5000	NA	S
2	1	Nourney, Mr. Alfred ("Baron von Drachstedt")	male	20	0	0	SC/PARIS 2166	13.8625	D38	C
2	1	Nye, Mrs. (Elizabeth Ramell)	female	29	0	0	C.A. 29395	10.5000	F33	S
2	0	Otter, Mr. Richard	male	39	0	0	28213	13.0000	NA	S
2	1	Oxenham, Mr. Percy Thomas	male	22	0	0	W./C. 14260	10.5000	NA	S
2	1	Padro y Manent, Mr. Julian	male	NA	0	0	SC/PARIS 2146	13.8625	NA	C
2	0	Pain, Dr. Alfred	male	23	0	0	244278	10.5000	NA	S
2	1	Pallas y Castello, Mr. Emilio	male	29	0	0	SC/PARIS 2147	13.8583	NA	C
2	0	Parker, Mr. Clifford Richard	male	28	0	0	SC 14888	10.5000	NA	S
2	0	Parkes, Mr. Francis "Frank"	male	NA	0	0	239853	0.0000	NA	S
2	1	Parrish, Mrs. (Lutie Davis)	female	50	0	1	230433	26.0000	NA	S
2	0	Pengelly, Mr. Frederick William	male	19	0	0	28665	10.5000	NA	S
2	0	Pernot, Mr. Rene	male	NA	0	0	SC/PARIS 2131	15.0500	NA	C
2	0	Peruschitz, Rev. Joseph Maria	male	41	0	0	237393	13.0000	NA	S
2	1	Phillips, Miss. Alice Frances Louisa	female	21	0	1	S.O./P.P. 2	21.0000	NA	S
2	1	Phillips, Miss. Kate Florence ("Mrs Kate Louise Phillips Marshall")	female	19	0	0	250655	26.0000	NA	S
2	0	Phillips, Mr. Escott Robert	male	43	0	1	S.O./P.P. 2	21.0000	NA	S
2	1	Pinsky, Mrs. (Rosa)	female	32	0	0	234604	13.0000	NA	S
2	0	Ponesell, Mr. Martin	male	34	0	0	250647	13.0000	NA	S
2	1	Portaluppi, Mr. Emilio Ilario Giuseppe	male	30	0	0	C.A. 34644	12.7375	NA	C
2	0	Pulbaum, Mr. Franz	male	27	0	0	SC/PARIS 2168	15.0333	NA	C
2	1	Quick, Miss. Phyllis May	female	2	1	1	26360	26.0000	NA	S
2	1	Quick, Miss. Winifred Vera	female	8	1	1	26360	26.0000	NA	S
2	1	Quick, Mrs. Frederick Charles (Jane Richards)	female	33	0	2	26360	26.0000	NA	S
2	0	Reeves, Mr. David	male	36	0	0	C.A. 17248	10.5000	NA	S
2	0	Renouf, Mr. Peter Henry	male	34	1	0	31027	21.0000	NA	S
2	1	Renouf, Mrs. Peter Henry (Lillian Jefferys)	female	30	3	0	31027	21.0000	NA	S
2	1	Reynaldo, Ms. Encarnacion	female	28	0	0	230434	13.0000	NA	S
2	0	Richard, Mr. Emile	male	23	0	0	SC/PARIS 2133	15.0458	NA	C
2	1	Richards, Master. George Sibley	male	0.8333	1	1	29106	18.7500	NA	S
2	1	Richards, Master. William Rowe	male	3	1	1	29106	18.7500	NA	S
2	1	Richards, Mrs. Sidney (Emily Hocking)	female	24	2	3	29106	18.7500	NA	S
2	1	Ridsdale, Miss. Lucy	female	50	0	0	W./C. 14258	10.5000	NA	S
2	0	Rogers, Mr. Reginald Harry	male	19	0	0	28004	10.5000	NA	S
2	1	Rugg, Miss. Emily	female	21	0	0	C.A. 31026	10.5000	NA	S
2	0	Schmidt, Mr. August	male	26	0	0	248659	13.0000	NA	S
2	0	Sedgwick, Mr. Charles Frederick Waddington	male	25	0	0	244361	13.0000	NA	S
2	0	Sharp, Mr. Percival James R	male	27	0	0	244358	26.0000	NA	S
2	1	Shelley, Mrs. William (Imanita Parrish Hall)	female	25	0	1	230433	26.0000	NA	S
2	1	Silven, Miss. Lyyli Karoliina	female	18	0	2	250652	13.0000	NA	S
2	1	Sincock, Miss. Maude	female	20	0	0	C.A. 33112	36.7500	NA	S
2	1	Sinkkonen, Miss. Anna	female	30	0	0	250648	13.0000	NA	S
2	0	Sjostedt, Mr. Ernst Adolf	male	59	0	0	237442	13.5000	NA	S
2	1	Slayter, Miss. Hilda Mary	female	30	0	0	234818	12.3500	NA	Q
2	0	Slemen, Mr. Richard James	male	35	0	0	28206	10.5000	NA	S
2	1	Smith, Miss. Marion Elsie	female	40	0	0	31418	13.0000	NA	S
2	0	Sobey, Mr. Samuel James Hayden	male	25	0	0	C.A. 29178	13.0000	NA	S
2	0	Stanton, Mr. Samuel Ward	male	41	0	0	237734	15.0458	NA	C
2	0	Stokes, Mr. Philip Joseph	male	25	0	0	F.C.C. 13540	10.5000	NA	S
2	0	Swane, Mr. George	male	18.5	0	0	248734	13.0000	F	S
2	0	Sweet, Mr. George Frederick	male	14	0	0	220845	65.0000	NA	S
2	1	Toomey, Miss. Ellen	female	50	0	0	F.C.C. 13531	10.5000	NA	S
2	0	Troupiansky, Mr. Moses Aaron	male	23	0	0	233639	13.0000	NA	S
2	1	Trout, Mrs. William H (Jessie L)	female	28	0	0	240929	12.6500	NA	S
2	1	Troutt, Miss. Edwina Celia "Winnie"	female	27	0	0	34218	10.5000	E101	S
2	0	Turpin, Mr. William John Robert	male	29	1	0	11668	21.0000	NA	S
2	0	Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)	female	27	1	0	11668	21.0000	NA	S
2	0	Veal, Mr. James	male	40	0	0	28221	13.0000	NA	S
2	1	Walcroft, Miss. Nellie	female	31	0	0	F.C.C. 13528	21.0000	NA	S
2	0	Ware, Mr. John James	male	30	1	0	CA 31352	21.0000	NA	S
2	0	Ware, Mr. William Jeffery	male	23	1	0	28666	10.5000	NA	S
2	1	Ware, Mrs. John James (Florence Louise Long)	female	31	0	0	CA 31352	21.0000	NA	S
2	0	Watson, Mr. Ennis Hastings	male	NA	0	0	239856	0.0000	NA	S
2	1	Watt, Miss. Bertha J	female	12	0	0	C.A. 33595	15.7500	NA	S
2	1	Watt, Mrs. James (Elizabeth "Bessie" Inglis Milne)	female	40	0	0	C.A. 33595	15.7500	NA	S
2	1	Webber, Miss. Susan	female	32.5	0	0	27267	13.0000	E101	S
2	0	Weisz, Mr. Leopold	male	27	1	0	228414	26.0000	NA	S
2	1	Weisz, Mrs. Leopold (Mathilde Francoise Pede)	female	29	1	0	228414	26.0000	NA	S
2	1	Wells, Master. Ralph Lester	male	2	1	1	29103	23.0000	NA	S
2	1	Wells, Miss. Joan	female	4	1	1	29103	23.0000	NA	S
2	1	Wells, Mrs. Arthur Henry ("Addie" Dart Trevaskis)	female	29	0	2	29103	23.0000	NA	S
2	1	West, Miss. Barbara J	female	0.9167	1	2	C.A. 34651	27.7500	NA	S
2	1	West, Miss. Constance Mirium	female	5	1	2	C.A. 34651	27.7500	NA	S
2	0	West, Mr. Edwy Arthur	male	36	1	2	C.A. 34651	27.7500	NA	S
2	1	West, Mrs. Edwy Arthur (Ada Mary Worth)	female	33	1	2	C.A. 34651	27.7500	NA	S
2	0	Wheadon, Mr. Edward H	male	66	0	0	C.A. 24579	10.5000	NA	S
2	0	Wheeler, Mr. Edwin "Frederick"	male	NA	0	0	SC/PARIS 2159	12.8750	NA	S
2	1	Wilhelms, Mr. Charles	male	31	0	0	244270	13.0000	NA	S
2	1	Williams, Mr. Charles Eugene	male	NA	0	0	244373	13.0000	NA	S
2	1	Wright, Miss. Marion	female	26	0	0	220844	13.5000	NA	S
2	0	Yrois, Miss. Henriette ("Mrs Harbeck")	female	24	0	0	248747	13.0000	NA	S
3	0	Abbing, Mr. Anthony	male	42	0	0	C.A. 5547	7.5500	NA	S
3	0	Abbott, Master. Eugene Joseph	male	13	0	2	C.A. 2673	20.2500	NA	S
3	0	Abbott, Mr. Rossmore Edward	male	16	1	1	C.A. 2673	20.2500	NA	S
3	1	Abbott, Mrs. Stanton (Rosa Hunt)	female	35	1	1	C.A. 2673	20.2500	NA	S
3	1	Abelseth, Miss. Karen Marie	female	16	0	0	348125	7.6500	NA	S
3	1	Abelseth, Mr. Olaus Jorgensen	male	25	0	0	348122	7.6500	F G63	S
3	1	Abrahamsson, Mr. Abraham August Johannes	male	20	0	0	SOTON/O2 3101284	7.9250	NA	S
3	1	Abrahim, Mrs. Joseph (Sophie Halaut Easu)	female	18	0	0	2657	7.2292	NA	C
3	0	Adahl, Mr. Mauritz Nils Martin	male	30	0	0	C 7076	7.2500	NA	S
3	0	Adams, Mr. John	male	26	0	0	341826	8.0500	NA	S
3	0	Ahlin, Mrs. Johan (Johanna Persdotter Larsson)	female	40	1	0	7546	9.4750	NA	S
3	1	Aks, Master. Philip Frank	male	0.8333	0	1	392091	9.3500	NA	S
3	1	Aks, Mrs. Sam (Leah Rosen)	female	18	0	1	392091	9.3500	NA	S
3	1	Albimona, Mr. Nassef Cassem	male	26	0	0	2699	18.7875	NA	C
3	0	Alexander, Mr. William	male	26	0	0	3474	7.8875	NA	S
3	0	Alhomaki, Mr. Ilmari Rudolf	male	20	0	0	SOTON/O2 3101287	7.9250	NA	S
3	0	Ali, Mr. Ahmed	male	24	0	0	SOTON/O.Q. 3101311	7.0500	NA	S
3	0	Ali, Mr. William	male	25	0	0	SOTON/O.Q. 3101312	7.0500	NA	S
3	0	Allen, Mr. William Henry	male	35	0	0	373450	8.0500	NA	S
3	0	Allum, Mr. Owen George	male	18	0	0	2223	8.3000	NA	S
3	0	Andersen, Mr. Albert Karvin	male	32	0	0	C 4001	22.5250	NA	S
3	1	Andersen-Jensen, Miss. Carla Christine Nielsine	female	19	1	0	350046	7.8542	NA	S
3	0	Andersson, Master. Sigvard Harald Elias	male	4	4	2	347082	31.2750	NA	S
3	0	Andersson, Miss. Ebba Iris Alfrida	female	6	4	2	347082	31.2750	NA	S
3	0	Andersson, Miss. Ellis Anna Maria	female	2	4	2	347082	31.2750	NA	S
3	1	Andersson, Miss. Erna Alexandra	female	17	4	2	3101281	7.9250	NA	S
3	0	Andersson, Miss. Ida Augusta Margareta	female	38	4	2	347091	7.7750	NA	S
3	0	Andersson, Miss. Ingeborg Constanzia	female	9	4	2	347082	31.2750	NA	S
3	0	Andersson, Miss. Sigrid Elisabeth	female	11	4	2	347082	31.2750	NA	S
3	0	Andersson, Mr. Anders Johan	male	39	1	5	347082	31.2750	NA	S
3	1	Andersson, Mr. August Edvard ("Wennerstrom")	male	27	0	0	350043	7.7958	NA	S
3	0	Andersson, Mr. Johan Samuel	male	26	0	0	347075	7.7750	NA	S
3	0	Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)	female	39	1	5	347082	31.2750	NA	S
3	0	Andreasson, Mr. Paul Edvin	male	20	0	0	347466	7.8542	NA	S
3	0	Angheloff, Mr. Minko	male	26	0	0	349202	7.8958	NA	S
3	0	Arnold-Franchi, Mr. Josef	male	25	1	0	349237	17.8000	NA	S
3	0	Arnold-Franchi, Mrs. Josef (Josefine Franchi)	female	18	1	0	349237	17.8000	NA	S
3	0	Aronsson, Mr. Ernst Axel Algot	male	24	0	0	349911	7.7750	NA	S
3	0	Asim, Mr. Adola	male	35	0	0	SOTON/O.Q. 3101310	7.0500	NA	S
3	0	Asplund, Master. Carl Edgar	male	5	4	2	347077	31.3875	NA	S
3	0	Asplund, Master. Clarence Gustaf Hugo	male	9	4	2	347077	31.3875	NA	S
3	1	Asplund, Master. Edvin Rojj Felix	male	3	4	2	347077	31.3875	NA	S
3	0	Asplund, Master. Filip Oscar	male	13	4	2	347077	31.3875	NA	S
3	1	Asplund, Miss. Lillian Gertrud	female	5	4	2	347077	31.3875	NA	S
3	0	Asplund, Mr. Carl Oscar Vilhelm Gustafsson	male	40	1	5	347077	31.3875	NA	S
3	1	Asplund, Mr. Johan Charles	male	23	0	0	350054	7.7958	NA	S
3	1	Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)	female	38	1	5	347077	31.3875	NA	S
3	1	Assaf Khalil, Mrs. Mariana ("Miriam")	female	45	0	0	2696	7.2250	NA	C
3	0	Assaf, Mr. Gerios	male	21	0	0	2692	7.2250	NA	C
3	0	Assam, Mr. Ali	male	23	0	0	SOTON/O.Q. 3101309	7.0500	NA	S
3	0	Attalah, Miss. Malake	female	17	0	0	2627	14.4583	NA	C
3	0	Attalah, Mr. Sleiman	male	30	0	0	2694	7.2250	NA	C
3	0	Augustsson, Mr. Albert	male	23	0	0	347468	7.8542	NA	S
3	1	Ayoub, Miss. Banoura	female	13	0	0	2687	7.2292	NA	C
3	0	Baccos, Mr. Raffull	male	20	0	0	2679	7.2250	NA	C
3	0	Backstrom, Mr. Karl Alfred	male	32	1	0	3101278	15.8500	NA	S
3	1	Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)	female	33	3	0	3101278	15.8500	NA	S
3	1	Baclini, Miss. Eugenie	female	0.75	2	1	2666	19.2583	NA	C
3	1	Baclini, Miss. Helene Barbara	female	0.75	2	1	2666	19.2583	NA	C
3	1	Baclini, Miss. Marie Catherine	female	5	2	1	2666	19.2583	NA	C
3	1	Baclini, Mrs. Solomon (Latifa Qurban)	female	24	0	3	2666	19.2583	NA	C
3	1	Badman, Miss. Emily Louisa	female	18	0	0	A/4 31416	8.0500	NA	S
3	0	Badt, Mr. Mohamed	male	40	0	0	2623	7.2250	NA	C
3	0	Balkic, Mr. Cerin	male	26	0	0	349248	7.8958	NA	S
3	1	Barah, Mr. Hanna Assi	male	20	0	0	2663	7.2292	NA	C
3	0	Barbara, Miss. Saiide	female	18	0	1	2691	14.4542	NA	C
3	0	Barbara, Mrs. (Catherine David)	female	45	0	1	2691	14.4542	NA	C
3	0	Barry, Miss. Julia	female	27	0	0	330844	7.8792	NA	Q
3	0	Barton, Mr. David John	male	22	0	0	324669	8.0500	NA	S
3	0	Beavan, Mr. William Thomas	male	19	0	0	323951	8.0500	NA	S
3	0	Bengtsson, Mr. John Viktor	male	26	0	0	347068	7.7750	NA	S
3	0	Berglund, Mr. Karl Ivar Sven	male	22	0	0	PP 4348	9.3500	NA	S
3	0	Betros, Master. Seman	male	NA	0	0	2622	7.2292	NA	C
3	0	Betros, Mr. Tannous	male	20	0	0	2648	4.0125	NA	C
3	1	Bing, Mr. Lee	male	32	0	0	1601	56.4958	NA	S
3	0	Birkeland, Mr. Hans Martin Monsen	male	21	0	0	312992	7.7750	NA	S
3	0	Bjorklund, Mr. Ernst Herbert	male	18	0	0	347090	7.7500	NA	S
3	0	Bostandyeff, Mr. Guentcho	male	26	0	0	349224	7.8958	NA	S
3	0	Boulos, Master. Akar	male	6	1	1	2678	15.2458	NA	C
3	0	Boulos, Miss. Nourelain	female	9	1	1	2678	15.2458	NA	C
3	0	Boulos, Mr. Hanna	male	NA	0	0	2664	7.2250	NA	C
3	0	Boulos, Mrs. Joseph (Sultana)	female	NA	0	2	2678	15.2458	NA	C
3	0	Bourke, Miss. Mary	female	NA	0	2	364848	7.7500	NA	Q
3	0	Bourke, Mr. John	male	40	1	1	364849	15.5000	NA	Q
3	0	Bourke, Mrs. John (Catherine)	female	32	1	1	364849	15.5000	NA	Q
3	0	Bowen, Mr. David John "Dai"	male	21	0	0	54636	16.1000	NA	S
3	1	Bradley, Miss. Bridget Delia	female	22	0	0	334914	7.7250	NA	Q
3	0	Braf, Miss. Elin Ester Maria	female	20	0	0	347471	7.8542	NA	S
3	0	Braund, Mr. Lewis Richard	male	29	1	0	3460	7.0458	NA	S
3	0	Braund, Mr. Owen Harris	male	22	1	0	A/5 21171	7.2500	NA	S
3	0	Brobeck, Mr. Karl Rudolf	male	22	0	0	350045	7.7958	NA	S
3	0	Brocklebank, Mr. William Alfred	male	35	0	0	364512	8.0500	NA	S
3	0	Buckley, Miss. Katherine	female	18.5	0	0	329944	7.2833	NA	Q
3	1	Buckley, Mr. Daniel	male	21	0	0	330920	7.8208	NA	Q
3	0	Burke, Mr. Jeremiah	male	19	0	0	365222	6.7500	NA	Q
3	0	Burns, Miss. Mary Delia	female	18	0	0	330963	7.8792	NA	Q
3	0	Cacic, Miss. Manda	female	21	0	0	315087	8.6625	NA	S
3	0	Cacic, Miss. Marija	female	30	0	0	315084	8.6625	NA	S
3	0	Cacic, Mr. Jego Grga	male	18	0	0	315091	8.6625	NA	S
3	0	Cacic, Mr. Luka	male	38	0	0	315089	8.6625	NA	S
3	0	Calic, Mr. Jovo	male	17	0	0	315093	8.6625	NA	S
3	0	Calic, Mr. Petar	male	17	0	0	315086	8.6625	NA	S
3	0	Canavan, Miss. Mary	female	21	0	0	364846	7.7500	NA	Q
3	0	Canavan, Mr. Patrick	male	21	0	0	364858	7.7500	NA	Q
3	0	Cann, Mr. Ernest Charles	male	21	0	0	A./5. 2152	8.0500	NA	S
3	0	Caram, Mr. Joseph	male	NA	1	0	2689	14.4583	NA	C
3	0	Caram, Mrs. Joseph (Maria Elias)	female	NA	1	0	2689	14.4583	NA	C
3	0	Carlsson, Mr. August Sigfrid	male	28	0	0	350042	7.7958	NA	S
3	0	Carlsson, Mr. Carl Robert	male	24	0	0	350409	7.8542	NA	S
3	1	Carr, Miss. Helen "Ellen"	female	16	0	0	367231	7.7500	NA	Q
3	0	Carr, Miss. Jeannie	female	37	0	0	368364	7.7500	NA	Q
3	0	Carver, Mr. Alfred John	male	28	0	0	392095	7.2500	NA	S
3	0	Celotti, Mr. Francesco	male	24	0	0	343275	8.0500	NA	S
3	0	Charters, Mr. David	male	21	0	0	A/5. 13032	7.7333	NA	Q
3	1	Chip, Mr. Chang	male	32	0	0	1601	56.4958	NA	S
3	0	Christmann, Mr. Emil	male	29	0	0	343276	8.0500	NA	S
3	0	Chronopoulos, Mr. Apostolos	male	26	1	0	2680	14.4542	NA	C
3	0	Chronopoulos, Mr. Demetrios	male	18	1	0	2680	14.4542	NA	C
3	0	Coelho, Mr. Domingos Fernandeo	male	20	0	0	SOTON/O.Q. 3101307	7.0500	NA	S
3	1	Cohen, Mr. Gurshon "Gus"	male	18	0	0	A/5 3540	8.0500	NA	S
3	0	Colbert, Mr. Patrick	male	24	0	0	371109	7.2500	NA	Q
3	0	Coleff, Mr. Peju	male	36	0	0	349210	7.4958	NA	S
3	0	Coleff, Mr. Satio	male	24	0	0	349209	7.4958	NA	S
3	0	Conlon, Mr. Thomas Henry	male	31	0	0	21332	7.7333	NA	Q
3	0	Connaghton, Mr. Michael	male	31	0	0	335097	7.7500	NA	Q
3	1	Connolly, Miss. Kate	female	22	0	0	370373	7.7500	NA	Q
3	0	Connolly, Miss. Kate	female	30	0	0	330972	7.6292	NA	Q
3	0	Connors, Mr. Patrick	male	70.5	0	0	370369	7.7500	NA	Q
3	0	Cook, Mr. Jacob	male	43	0	0	A/5 3536	8.0500	NA	S
3	0	Cor, Mr. Bartol	male	35	0	0	349230	7.8958	NA	S
3	0	Cor, Mr. Ivan	male	27	0	0	349229	7.8958	NA	S
3	0	Cor, Mr. Liudevit	male	19	0	0	349231	7.8958	NA	S
3	0	Corn, Mr. Harry	male	30	0	0	SOTON/OQ 392090	8.0500	NA	S
3	1	Coutts, Master. Eden Leslie "Neville"	male	9	1	1	C.A. 37671	15.9000	NA	S
3	1	Coutts, Master. William Loch "William"	male	3	1	1	C.A. 37671	15.9000	NA	S
3	1	Coutts, Mrs. William (Winnie "Minnie" Treanor)	female	36	0	2	C.A. 37671	15.9000	NA	S
3	0	Coxon, Mr. Daniel	male	59	0	0	364500	7.2500	NA	S
3	0	Crease, Mr. Ernest James	male	19	0	0	S.P. 3464	8.1583	NA	S
3	1	Cribb, Miss. Laura Alice	female	17	0	1	371362	16.1000	NA	S
3	0	Cribb, Mr. John Hatfield	male	44	0	1	371362	16.1000	NA	S
3	0	Culumovic, Mr. Jeso	male	17	0	0	315090	8.6625	NA	S
3	0	Daher, Mr. Shedid	male	22.5	0	0	2698	7.2250	NA	C
3	1	Dahl, Mr. Karl Edwart	male	45	0	0	7598	8.0500	NA	S
3	0	Dahlberg, Miss. Gerda Ulrika	female	22	0	0	7552	10.5167	NA	S
3	0	Dakic, Mr. Branko	male	19	0	0	349228	10.1708	NA	S
3	1	Daly, Miss. Margaret Marcella "Maggie"	female	30	0	0	382650	6.9500	NA	Q
3	1	Daly, Mr. Eugene Patrick	male	29	0	0	382651	7.7500	NA	Q
3	0	Danbom, Master. Gilbert Sigvard Emanuel	male	0.3333	0	2	347080	14.4000	NA	S
3	0	Danbom, Mr. Ernst Gilbert	male	34	1	1	347080	14.4000	NA	S
3	0	Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)	female	28	1	1	347080	14.4000	NA	S
3	0	Danoff, Mr. Yoto	male	27	0	0	349219	7.8958	NA	S
3	0	Dantcheff, Mr. Ristiu	male	25	0	0	349203	7.8958	NA	S
3	0	Davies, Mr. Alfred J	male	24	2	0	A/4 48871	24.1500	NA	S
3	0	Davies, Mr. Evan	male	22	0	0	SC/A4 23568	8.0500	NA	S
3	0	Davies, Mr. John Samuel	male	21	2	0	A/4 48871	24.1500	NA	S
3	0	Davies, Mr. Joseph	male	17	2	0	A/4 48873	8.0500	NA	S
3	0	Davison, Mr. Thomas Henry	male	NA	1	0	386525	16.1000	NA	S
3	1	Davison, Mrs. Thomas Henry (Mary E Finck)	female	NA	1	0	386525	16.1000	NA	S
3	1	de Messemaeker, Mr. Guillaume Joseph	male	36.5	1	0	345572	17.4000	NA	S
3	1	de Messemaeker, Mrs. Guillaume Joseph (Emma)	female	36	1	0	345572	17.4000	NA	S
3	1	de Mulder, Mr. Theodore	male	30	0	0	345774	9.5000	NA	S
3	0	de Pelsmaeker, Mr. Alfons	male	16	0	0	345778	9.5000	NA	S
3	1	Dean, Master. Bertram Vere	male	1	1	2	C.A. 2315	20.5750	NA	S
3	1	Dean, Miss. Elizabeth Gladys "Millvina"	female	0.1667	1	2	C.A. 2315	20.5750	NA	S
3	0	Dean, Mr. Bertram Frank	male	26	1	2	C.A. 2315	20.5750	NA	S
3	1	Dean, Mrs. Bertram (Eva Georgetta Light)	female	33	1	2	C.A. 2315	20.5750	NA	S
3	0	Delalic, Mr. Redjo	male	25	0	0	349250	7.8958	NA	S
3	0	Demetri, Mr. Marinko	male	NA	0	0	349238	7.8958	NA	S
3	0	Denkoff, Mr. Mitto	male	NA	0	0	349225	7.8958	NA	S
3	0	Dennis, Mr. Samuel	male	22	0	0	A/5 21172	7.2500	NA	S
3	0	Dennis, Mr. William	male	36	0	0	A/5 21175	7.2500	NA	S
3	1	Devaney, Miss. Margaret Delia	female	19	0	0	330958	7.8792	NA	Q
3	0	Dika, Mr. Mirko	male	17	0	0	349232	7.8958	NA	S
3	0	Dimic, Mr. Jovan	male	42	0	0	315088	8.6625	NA	S
3	0	Dintcheff, Mr. Valtcho	male	43	0	0	349226	7.8958	NA	S
3	0	Doharr, Mr. Tannous	male	NA	0	0	2686	7.2292	NA	C
3	0	Dooley, Mr. Patrick	male	32	0	0	370376	7.7500	NA	Q
3	1	Dorking, Mr. Edward Arthur	male	19	0	0	A/5. 10482	8.0500	NA	S
3	1	Dowdell, Miss. Elizabeth	female	30	0	0	364516	12.4750	NA	S
3	0	Doyle, Miss. Elizabeth	female	24	0	0	368702	7.7500	NA	Q
3	1	Drapkin, Miss. Jennie	female	23	0	0	SOTON/OQ 392083	8.0500	NA	S
3	0	Drazenoic, Mr. Jozef	male	33	0	0	349241	7.8958	NA	C
3	0	Duane, Mr. Frank	male	65	0	0	336439	7.7500	NA	Q
3	1	Duquemin, Mr. Joseph	male	24	0	0	S.O./P.P. 752	7.5500	NA	S
3	0	Dyker, Mr. Adolf Fredrik	male	23	1	0	347072	13.9000	NA	S
3	1	Dyker, Mrs. Adolf Fredrik (Anna Elisabeth Judith Andersson)	female	22	1	0	347072	13.9000	NA	S
3	0	Edvardsson, Mr. Gustaf Hjalmar	male	18	0	0	349912	7.7750	NA	S
3	0	Eklund, Mr. Hans Linus	male	16	0	0	347074	7.7750	NA	S
3	0	Ekstrom, Mr. Johan	male	45	0	0	347061	6.9750	NA	S
3	0	Elias, Mr. Dibo	male	NA	0	0	2674	7.2250	NA	C
3	0	Elias, Mr. Joseph	male	39	0	2	2675	7.2292	NA	C
3	0	Elias, Mr. Joseph Jr	male	17	1	1	2690	7.2292	NA	C
3	0	Elias, Mr. Tannous	male	15	1	1	2695	7.2292	NA	C
3	0	Elsbury, Mr. William James	male	47	0	0	A/5 3902	7.2500	NA	S
3	1	Emanuel, Miss. Virginia Ethel	female	5	0	0	364516	12.4750	NA	S
3	0	Emir, Mr. Farred Chehab	male	NA	0	0	2631	7.2250	NA	C
3	0	Everett, Mr. Thomas James	male	40.5	0	0	C.A. 6212	15.1000	NA	S
3	0	Farrell, Mr. James	male	40.5	0	0	367232	7.7500	NA	Q
3	1	Finoli, Mr. Luigi	male	NA	0	0	SOTON/O.Q. 3101308	7.0500	NA	S
3	0	Fischer, Mr. Eberhard Thelander	male	18	0	0	350036	7.7958	NA	S
3	0	Fleming, Miss. Honora	female	NA	0	0	364859	7.7500	NA	Q
3	0	Flynn, Mr. James	male	NA	0	0	364851	7.7500	NA	Q
3	0	Flynn, Mr. John	male	NA	0	0	368323	6.9500	NA	Q
3	0	Foley, Mr. Joseph	male	26	0	0	330910	7.8792	NA	Q
3	0	Foley, Mr. William	male	NA	0	0	365235	7.7500	NA	Q
3	1	Foo, Mr. Choong	male	NA	0	0	1601	56.4958	NA	S
3	0	Ford, Miss. Doolina Margaret "Daisy"	female	21	2	2	W./C. 6608	34.3750	NA	S
3	0	Ford, Miss. Robina Maggie "Ruby"	female	9	2	2	W./C. 6608	34.3750	NA	S
3	0	Ford, Mr. Arthur	male	NA	0	0	A/5 1478	8.0500	NA	S
3	0	Ford, Mr. Edward Watson	male	18	2	2	W./C. 6608	34.3750	NA	S
3	0	Ford, Mr. William Neal	male	16	1	3	W./C. 6608	34.3750	NA	S
3	0	Ford, Mrs. Edward (Margaret Ann Watson)	female	48	1	3	W./C. 6608	34.3750	NA	S
3	0	Fox, Mr. Patrick	male	NA	0	0	368573	7.7500	NA	Q
3	0	Franklin, Mr. Charles (Charles Fardon)	male	NA	0	0	SOTON/O.Q. 3101314	7.2500	NA	S
3	0	Gallagher, Mr. Martin	male	25	0	0	36864	7.7417	NA	Q
3	0	Garfirth, Mr. John	male	NA	0	0	358585	14.5000	NA	S
3	0	Gheorgheff, Mr. Stanio	male	NA	0	0	349254	7.8958	NA	C
3	0	Gilinski, Mr. Eliezer	male	22	0	0	14973	8.0500	NA	S
3	1	Gilnagh, Miss. Katherine "Katie"	female	16	0	0	35851	7.7333	NA	Q
3	1	Glynn, Miss. Mary Agatha	female	NA	0	0	335677	7.7500	NA	Q
3	1	Goldsmith, Master. Frank John William "Frankie"	male	9	0	2	363291	20.5250	NA	S
3	0	Goldsmith, Mr. Frank John	male	33	1	1	363291	20.5250	NA	S
3	0	Goldsmith, Mr. Nathan	male	41	0	0	SOTON/O.Q. 3101263	7.8500	NA	S
3	1	Goldsmith, Mrs. Frank John (Emily Alice Brown)	female	31	1	1	363291	20.5250	NA	S
3	0	Goncalves, Mr. Manuel Estanslas	male	38	0	0	SOTON/O.Q. 3101306	7.0500	NA	S
3	0	Goodwin, Master. Harold Victor	male	9	5	2	CA 2144	46.9000	NA	S
3	0	Goodwin, Master. Sidney Leonard	male	1	5	2	CA 2144	46.9000	NA	S
3	0	Goodwin, Master. William Frederick	male	11	5	2	CA 2144	46.9000	NA	S
3	0	Goodwin, Miss. Jessie Allis	female	10	5	2	CA 2144	46.9000	NA	S
3	0	Goodwin, Miss. Lillian Amy	female	16	5	2	CA 2144	46.9000	NA	S
3	0	Goodwin, Mr. Charles Edward	male	14	5	2	CA 2144	46.9000	NA	S
3	0	Goodwin, Mr. Charles Frederick	male	40	1	6	CA 2144	46.9000	NA	S
3	0	Goodwin, Mrs. Frederick (Augusta Tyler)	female	43	1	6	CA 2144	46.9000	NA	S
3	0	Green, Mr. George Henry	male	51	0	0	21440	8.0500	NA	S
3	0	Gronnestad, Mr. Daniel Danielsen	male	32	0	0	8471	8.3625	NA	S
3	0	Guest, Mr. Robert	male	NA	0	0	376563	8.0500	NA	S
3	0	Gustafsson, Mr. Alfred Ossian	male	20	0	0	7534	9.8458	NA	S
3	0	Gustafsson, Mr. Anders Vilhelm	male	37	2	0	3101276	7.9250	NA	S
3	0	Gustafsson, Mr. Johan Birger	male	28	2	0	3101277	7.9250	NA	S
3	0	Gustafsson, Mr. Karl Gideon	male	19	0	0	347069	7.7750	NA	S
3	0	Haas, Miss. Aloisia	female	24	0	0	349236	8.8500	NA	S
3	0	Hagardon, Miss. Kate	female	17	0	0	AQ/3. 30631	7.7333	NA	Q
3	0	Hagland, Mr. Ingvald Olai Olsen	male	NA	1	0	65303	19.9667	NA	S
3	0	Hagland, Mr. Konrad Mathias Reiersen	male	NA	1	0	65304	19.9667	NA	S
3	0	Hakkarainen, Mr. Pekka Pietari	male	28	1	0	STON/O2. 3101279	15.8500	NA	S
3	1	Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)	female	24	1	0	STON/O2. 3101279	15.8500	NA	S
3	0	Hampe, Mr. Leon	male	20	0	0	345769	9.5000	NA	S
3	0	Hanna, Mr. Mansour	male	23.5	0	0	2693	7.2292	NA	C
3	0	Hansen, Mr. Claus Peter	male	41	2	0	350026	14.1083	NA	S
3	0	Hansen, Mr. Henrik Juul	male	26	1	0	350025	7.8542	NA	S
3	0	Hansen, Mr. Henry Damsgaard	male	21	0	0	350029	7.8542	NA	S
3	1	Hansen, Mrs. Claus Peter (Jennie L Howard)	female	45	1	0	350026	14.1083	NA	S
3	0	Harknett, Miss. Alice Phoebe	female	NA	0	0	W./C. 6609	7.5500	NA	S
3	0	Harmer, Mr. Abraham (David Lishin)	male	25	0	0	374887	7.2500	NA	S
3	0	Hart, Mr. Henry	male	NA	0	0	394140	6.8583	NA	Q
3	0	Hassan, Mr. Houssein G N	male	11	0	0	2699	18.7875	NA	C
3	1	Healy, Miss. Hanora "Nora"	female	NA	0	0	370375	7.7500	NA	Q
3	1	Hedman, Mr. Oskar Arvid	male	27	0	0	347089	6.9750	NA	S
3	1	Hee, Mr. Ling	male	NA	0	0	1601	56.4958	NA	S
3	0	Hegarty, Miss. Hanora "Nora"	female	18	0	0	365226	6.7500	NA	Q
3	1	Heikkinen, Miss. Laina	female	26	0	0	STON/O2. 3101282	7.9250	NA	S
3	0	Heininen, Miss. Wendla Maria	female	23	0	0	STON/O2. 3101290	7.9250	NA	S
3	1	Hellstrom, Miss. Hilda Maria	female	22	0	0	7548	8.9625	NA	S
3	0	Hendekovic, Mr. Ignjac	male	28	0	0	349243	7.8958	NA	S
3	0	Henriksson, Miss. Jenny Lovisa	female	28	0	0	347086	7.7750	NA	S
3	0	Henry, Miss. Delia	female	NA	0	0	382649	7.7500	NA	Q
3	1	Hirvonen, Miss. Hildur E	female	2	0	1	3101298	12.2875	NA	S
3	1	Hirvonen, Mrs. Alexander (Helga E Lindqvist)	female	22	1	1	3101298	12.2875	NA	S
3	0	Holm, Mr. John Fredrik Alexander	male	43	0	0	C 7075	6.4500	NA	S
3	0	Holthen, Mr. Johan Martin	male	28	0	0	C 4001	22.5250	NA	S
3	1	Honkanen, Miss. Eliina	female	27	0	0	STON/O2. 3101283	7.9250	NA	S
3	0	Horgan, Mr. John	male	NA	0	0	370377	7.7500	NA	Q
3	1	Howard, Miss. May Elizabeth	female	NA	0	0	A. 2. 39186	8.0500	NA	S
3	0	Humblen, Mr. Adolf Mathias Nicolai Olsen	male	42	0	0	348121	7.6500	F G63	S
3	1	Hyman, Mr. Abraham	male	NA	0	0	3470	7.8875	NA	S
3	0	Ibrahim Shawah, Mr. Yousseff	male	30	0	0	2685	7.2292	NA	C
3	0	Ilieff, Mr. Ylio	male	NA	0	0	349220	7.8958	NA	S
3	0	Ilmakangas, Miss. Ida Livija	female	27	1	0	STON/O2. 3101270	7.9250	NA	S
3	0	Ilmakangas, Miss. Pieta Sofia	female	25	1	0	STON/O2. 3101271	7.9250	NA	S
3	0	Ivanoff, Mr. Kanio	male	NA	0	0	349201	7.8958	NA	S
3	1	Jalsevac, Mr. Ivan	male	29	0	0	349240	7.8958	NA	C
3	1	Jansson, Mr. Carl Olof	male	21	0	0	350034	7.7958	NA	S
3	0	Jardin, Mr. Jose Neto	male	NA	0	0	SOTON/O.Q. 3101305	7.0500	NA	S
3	0	Jensen, Mr. Hans Peder	male	20	0	0	350050	7.8542	NA	S
3	0	Jensen, Mr. Niels Peder	male	48	0	0	350047	7.8542	NA	S
3	0	Jensen, Mr. Svend Lauritz	male	17	1	0	350048	7.0542	NA	S
3	1	Jermyn, Miss. Annie	female	NA	0	0	14313	7.7500	NA	Q
3	1	Johannesen-Bratthammer, Mr. Bernt	male	NA	0	0	65306	8.1125	NA	S
3	0	Johanson, Mr. Jakob Alfred	male	34	0	0	3101264	6.4958	NA	S
3	1	Johansson Palmquist, Mr. Oskar Leander	male	26	0	0	347070	7.7750	NA	S
3	0	Johansson, Mr. Erik	male	22	0	0	350052	7.7958	NA	S
3	0	Johansson, Mr. Gustaf Joel	male	33	0	0	7540	8.6542	NA	S
3	0	Johansson, Mr. Karl Johan	male	31	0	0	347063	7.7750	NA	S
3	0	Johansson, Mr. Nils	male	29	0	0	347467	7.8542	NA	S
3	1	Johnson, Master. Harold Theodor	male	4	1	1	347742	11.1333	NA	S
3	1	Johnson, Miss. Eleanor Ileen	female	1	1	1	347742	11.1333	NA	S
3	0	Johnson, Mr. Alfred	male	49	0	0	LINE	0.0000	NA	S
3	0	Johnson, Mr. Malkolm Joackim	male	33	0	0	347062	7.7750	NA	S
3	0	Johnson, Mr. William Cahoone Jr	male	19	0	0	LINE	0.0000	NA	S
3	1	Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)	female	27	0	2	347742	11.1333	NA	S
3	0	Johnston, Master. William Arthur "Willie"	male	NA	1	2	W./C. 6607	23.4500	NA	S
3	0	Johnston, Miss. Catherine Helen "Carrie"	female	NA	1	2	W./C. 6607	23.4500	NA	S
3	0	Johnston, Mr. Andrew G	male	NA	1	2	W./C. 6607	23.4500	NA	S
3	0	Johnston, Mrs. Andrew G (Elizabeth "Lily" Watson)	female	NA	1	2	W./C. 6607	23.4500	NA	S
3	0	Jonkoff, Mr. Lalio	male	23	0	0	349204	7.8958	NA	S
3	1	Jonsson, Mr. Carl	male	32	0	0	350417	7.8542	NA	S
3	0	Jonsson, Mr. Nils Hilding	male	27	0	0	350408	7.8542	NA	S
3	0	Jussila, Miss. Katriina	female	20	1	0	4136	9.8250	NA	S
3	0	Jussila, Miss. Mari Aina	female	21	1	0	4137	9.8250	NA	S
3	1	Jussila, Mr. Eiriik	male	32	0	0	STON/O 2. 3101286	7.9250	NA	S
3	0	Kallio, Mr. Nikolai Erland	male	17	0	0	STON/O 2. 3101274	7.1250	NA	S
3	0	Kalvik, Mr. Johannes Halvorsen	male	21	0	0	8475	8.4333	NA	S
3	0	Karaic, Mr. Milan	male	30	0	0	349246	7.8958	NA	S
3	1	Karlsson, Mr. Einar Gervasius	male	21	0	0	350053	7.7958	NA	S
3	0	Karlsson, Mr. Julius Konrad Eugen	male	33	0	0	347465	7.8542	NA	S
3	0	Karlsson, Mr. Nils August	male	22	0	0	350060	7.5208	NA	S
3	1	Karun, Miss. Manca	female	4	0	1	349256	13.4167	NA	C
3	1	Karun, Mr. Franz	male	39	0	1	349256	13.4167	NA	C
3	0	Kassem, Mr. Fared	male	NA	0	0	2700	7.2292	NA	C
3	0	Katavelas, Mr. Vassilios ("Catavelas Vassilios")	male	18.5	0	0	2682	7.2292	NA	C
3	0	Keane, Mr. Andrew "Andy"	male	NA	0	0	12460	7.7500	NA	Q
3	0	Keefe, Mr. Arthur	male	NA	0	0	323592	7.2500	NA	S
3	1	Kelly, Miss. Anna Katherine "Annie Kate"	female	NA	0	0	9234	7.7500	NA	Q
3	1	Kelly, Miss. Mary	female	NA	0	0	14312	7.7500	NA	Q
3	0	Kelly, Mr. James	male	34.5	0	0	330911	7.8292	NA	Q
3	0	Kelly, Mr. James	male	44	0	0	363592	8.0500	NA	S
3	1	Kennedy, Mr. John	male	NA	0	0	368783	7.7500	NA	Q
3	0	Khalil, Mr. Betros	male	NA	1	0	2660	14.4542	NA	C
3	0	Khalil, Mrs. Betros (Zahie "Maria" Elias)	female	NA	1	0	2660	14.4542	NA	C
3	0	Kiernan, Mr. John	male	NA	1	0	367227	7.7500	NA	Q
3	0	Kiernan, Mr. Philip	male	NA	1	0	367229	7.7500	NA	Q
3	0	Kilgannon, Mr. Thomas J	male	NA	0	0	36865	7.7375	NA	Q
3	0	Kink, Miss. Maria	female	22	2	0	315152	8.6625	NA	S
3	0	Kink, Mr. Vincenz	male	26	2	0	315151	8.6625	NA	S
3	1	Kink-Heilmann, Miss. Luise Gretchen	female	4	0	2	315153	22.0250	NA	S
3	1	Kink-Heilmann, Mr. Anton	male	29	3	1	315153	22.0250	NA	S
3	1	Kink-Heilmann, Mrs. Anton (Luise Heilmann)	female	26	1	1	315153	22.0250	NA	S
3	0	Klasen, Miss. Gertrud Emilia	female	1	1	1	350405	12.1833	NA	S
3	0	Klasen, Mr. Klas Albin	male	18	1	1	350404	7.8542	NA	S
3	0	Klasen, Mrs. (Hulda Kristina Eugenia Lofqvist)	female	36	0	2	350405	12.1833	NA	S
3	0	Kraeff, Mr. Theodor	male	NA	0	0	349253	7.8958	NA	C
3	1	Krekorian, Mr. Neshan	male	25	0	0	2654	7.2292	F E57	C
3	0	Lahoud, Mr. Sarkis	male	NA	0	0	2624	7.2250	NA	C
3	0	Laitinen, Miss. Kristina Sofia	female	37	0	0	4135	9.5875	NA	S
3	0	Laleff, Mr. Kristo	male	NA	0	0	349217	7.8958	NA	S
3	1	Lam, Mr. Ali	male	NA	0	0	1601	56.4958	NA	S
3	0	Lam, Mr. Len	male	NA	0	0	1601	56.4958	NA	S
3	1	Landergren, Miss. Aurora Adelia	female	22	0	0	C 7077	7.2500	NA	S
3	0	Lane, Mr. Patrick	male	NA	0	0	7935	7.7500	NA	Q
3	1	Lang, Mr. Fang	male	26	0	0	1601	56.4958	NA	S
3	0	Larsson, Mr. August Viktor	male	29	0	0	7545	9.4833	NA	S
3	0	Larsson, Mr. Bengt Edvin	male	29	0	0	347067	7.7750	NA	S
3	0	Larsson-Rondberg, Mr. Edvard A	male	22	0	0	347065	7.7750	NA	S
3	1	Leeni, Mr. Fahim ("Philip Zenni")	male	22	0	0	2620	7.2250	NA	C
3	0	Lefebre, Master. Henry Forbes	male	NA	3	1	4133	25.4667	NA	S
3	0	Lefebre, Miss. Ida	female	NA	3	1	4133	25.4667	NA	S
3	0	Lefebre, Miss. Jeannie	female	NA	3	1	4133	25.4667	NA	S
3	0	Lefebre, Miss. Mathilde	female	NA	3	1	4133	25.4667	NA	S
3	0	Lefebre, Mrs. Frank (Frances)	female	NA	0	4	4133	25.4667	NA	S
3	0	Leinonen, Mr. Antti Gustaf	male	32	0	0	STON/O 2. 3101292	7.9250	NA	S
3	0	Lemberopolous, Mr. Peter L	male	34.5	0	0	2683	6.4375	NA	C
3	0	Lennon, Miss. Mary	female	NA	1	0	370371	15.5000	NA	Q
3	0	Lennon, Mr. Denis	male	NA	1	0	370371	15.5000	NA	Q
3	0	Leonard, Mr. Lionel	male	36	0	0	LINE	0.0000	NA	S
3	0	Lester, Mr. James	male	39	0	0	A/4 48871	24.1500	NA	S
3	0	Lievens, Mr. Rene Aime	male	24	0	0	345781	9.5000	NA	S
3	0	Lindahl, Miss. Agda Thorilda Viktoria	female	25	0	0	347071	7.7750	NA	S
3	0	Lindblom, Miss. Augusta Charlotta	female	45	0	0	347073	7.7500	NA	S
3	0	Lindell, Mr. Edvard Bengtsson	male	36	1	0	349910	15.5500	NA	S
3	0	Lindell, Mrs. Edvard Bengtsson (Elin Gerda Persson)	female	30	1	0	349910	15.5500	NA	S
3	1	Lindqvist, Mr. Eino William	male	20	1	0	STON/O 2. 3101285	7.9250	NA	S
3	0	Linehan, Mr. Michael	male	NA	0	0	330971	7.8792	NA	Q
3	0	Ling, Mr. Lee	male	28	0	0	1601	56.4958	NA	S
3	0	Lithman, Mr. Simon	male	NA	0	0	S.O./P.P. 251	7.5500	NA	S
3	0	Lobb, Mr. William Arthur	male	30	1	0	A/5. 3336	16.1000	NA	S
3	0	Lobb, Mrs. William Arthur (Cordelia K Stanlick)	female	26	1	0	A/5. 3336	16.1000	NA	S
3	0	Lockyer, Mr. Edward	male	NA	0	0	1222	7.8792	NA	S
3	0	Lovell, Mr. John Hall ("Henry")	male	20.5	0	0	A/5 21173	7.2500	NA	S
3	1	Lulic, Mr. Nikola	male	27	0	0	315098	8.6625	NA	S
3	0	Lundahl, Mr. Johan Svensson	male	51	0	0	347743	7.0542	NA	S
3	1	Lundin, Miss. Olga Elida	female	23	0	0	347469	7.8542	NA	S
3	1	Lundstrom, Mr. Thure Edvin	male	32	0	0	350403	7.5792	NA	S
3	0	Lyntakoff, Mr. Stanko	male	NA	0	0	349235	7.8958	NA	S
3	0	MacKay, Mr. George William	male	NA	0	0	C.A. 42795	7.5500	NA	S
3	1	Madigan, Miss. Margaret "Maggie"	female	NA	0	0	370370	7.7500	NA	Q
3	1	Madsen, Mr. Fridtjof Arne	male	24	0	0	C 17369	7.1417	NA	S
3	0	Maenpaa, Mr. Matti Alexanteri	male	22	0	0	STON/O 2. 3101275	7.1250	NA	S
3	0	Mahon, Miss. Bridget Delia	female	NA	0	0	330924	7.8792	NA	Q
3	0	Mahon, Mr. John	male	NA	0	0	AQ/4 3130	7.7500	NA	Q
3	0	Maisner, Mr. Simon	male	NA	0	0	A/S 2816	8.0500	NA	S
3	0	Makinen, Mr. Kalle Edvard	male	29	0	0	STON/O 2. 3101268	7.9250	NA	S
3	1	Mamee, Mr. Hanna	male	NA	0	0	2677	7.2292	NA	C
3	0	Mangan, Miss. Mary	female	30.5	0	0	364850	7.7500	NA	Q
3	1	Mannion, Miss. Margareth	female	NA	0	0	36866	7.7375	NA	Q
3	0	Mardirosian, Mr. Sarkis	male	NA	0	0	2655	7.2292	F E46	C
3	0	Markoff, Mr. Marin	male	35	0	0	349213	7.8958	NA	C
3	0	Markun, Mr. Johann	male	33	0	0	349257	7.8958	NA	S
3	1	Masselmani, Mrs. Fatima	female	NA	0	0	2649	7.2250	NA	C
3	0	Matinoff, Mr. Nicola	male	NA	0	0	349255	7.8958	NA	C
3	1	McCarthy, Miss. Catherine "Katie"	female	NA	0	0	383123	7.7500	NA	Q
3	1	McCormack, Mr. Thomas Joseph	male	NA	0	0	367228	7.7500	NA	Q
3	1	McCoy, Miss. Agnes	female	NA	2	0	367226	23.2500	NA	Q
3	1	McCoy, Miss. Alicia	female	NA	2	0	367226	23.2500	NA	Q
3	1	McCoy, Mr. Bernard	male	NA	2	0	367226	23.2500	NA	Q
3	1	McDermott, Miss. Brigdet Delia	female	NA	0	0	330932	7.7875	NA	Q
3	0	McEvoy, Mr. Michael	male	NA	0	0	36568	15.5000	NA	Q
3	1	McGovern, Miss. Mary	female	NA	0	0	330931	7.8792	NA	Q
3	1	McGowan, Miss. Anna "Annie"	female	15	0	0	330923	8.0292	NA	Q
3	0	McGowan, Miss. Katherine	female	35	0	0	9232	7.7500	NA	Q
3	0	McMahon, Mr. Martin	male	NA	0	0	370372	7.7500	NA	Q
3	0	McNamee, Mr. Neal	male	24	1	0	376566	16.1000	NA	S
3	0	McNamee, Mrs. Neal (Eileen O'Leary)	female	19	1	0	376566	16.1000	NA	S
3	0	McNeill, Miss. Bridget	female	NA	0	0	370368	7.7500	NA	Q
3	0	Meanwell, Miss. (Marion Ogden)	female	NA	0	0	SOTON/O.Q. 392087	8.0500	NA	S
3	0	Meek, Mrs. Thomas (Annie Louise Rowley)	female	NA	0	0	343095	8.0500	NA	S
3	0	Meo, Mr. Alfonzo	male	55.5	0	0	A.5. 11206	8.0500	NA	S
3	0	Mernagh, Mr. Robert	male	NA	0	0	368703	7.7500	NA	Q
3	1	Midtsjo, Mr. Karl Albert	male	21	0	0	345501	7.7750	NA	S
3	0	Miles, Mr. Frank	male	NA	0	0	359306	8.0500	NA	S
3	0	Mineff, Mr. Ivan	male	24	0	0	349233	7.8958	NA	S
3	0	Minkoff, Mr. Lazar	male	21	0	0	349211	7.8958	NA	S
3	0	Mionoff, Mr. Stoytcho	male	28	0	0	349207	7.8958	NA	S
3	0	Mitkoff, Mr. Mito	male	NA	0	0	349221	7.8958	NA	S
3	1	Mockler, Miss. Helen Mary "Ellie"	female	NA	0	0	330980	7.8792	NA	Q
3	0	Moen, Mr. Sigurd Hansen	male	25	0	0	348123	7.6500	F G73	S
3	1	Moor, Master. Meier	male	6	0	1	392096	12.4750	E121	S
3	1	Moor, Mrs. (Beila)	female	27	0	1	392096	12.4750	E121	S
3	0	Moore, Mr. Leonard Charles	male	NA	0	0	A4. 54510	8.0500	NA	S
3	1	Moran, Miss. Bertha	female	NA	1	0	371110	24.1500	NA	Q
3	0	Moran, Mr. Daniel J	male	NA	1	0	371110	24.1500	NA	Q
3	0	Moran, Mr. James	male	NA	0	0	330877	8.4583	NA	Q
3	0	Morley, Mr. William	male	34	0	0	364506	8.0500	NA	S
3	0	Morrow, Mr. Thomas Rowan	male	NA	0	0	372622	7.7500	NA	Q
3	1	Moss, Mr. Albert Johan	male	NA	0	0	312991	7.7750	NA	S
3	1	Moubarek, Master. Gerios	male	NA	1	1	2661	15.2458	NA	C
3	1	Moubarek, Master. Halim Gonios ("William George")	male	NA	1	1	2661	15.2458	NA	C
3	1	Moubarek, Mrs. George (Omine "Amenia" Alexander)	female	NA	0	2	2661	15.2458	NA	C
3	1	Moussa, Mrs. (Mantoura Boulos)	female	NA	0	0	2626	7.2292	NA	C
3	0	Moutal, Mr. Rahamin Haim	male	NA	0	0	374746	8.0500	NA	S
3	1	Mullens, Miss. Katherine "Katie"	female	NA	0	0	35852	7.7333	NA	Q
3	1	Mulvihill, Miss. Bertha E	female	24	0	0	382653	7.7500	NA	Q
3	0	Murdlin, Mr. Joseph	male	NA	0	0	A./5. 3235	8.0500	NA	S
3	1	Murphy, Miss. Katherine "Kate"	female	NA	1	0	367230	15.5000	NA	Q
3	1	Murphy, Miss. Margaret Jane	female	NA	1	0	367230	15.5000	NA	Q
3	1	Murphy, Miss. Nora	female	NA	0	0	36568	15.5000	NA	Q
3	0	Myhrman, Mr. Pehr Fabian Oliver Malkolm	male	18	0	0	347078	7.7500	NA	S
3	0	Naidenoff, Mr. Penko	male	22	0	0	349206	7.8958	NA	S
3	1	Najib, Miss. Adele Kiamie "Jane"	female	15	0	0	2667	7.2250	NA	C
3	1	Nakid, Miss. Maria ("Mary")	female	1	0	2	2653	15.7417	NA	C
3	1	Nakid, Mr. Sahid	male	20	1	1	2653	15.7417	NA	C
3	1	Nakid, Mrs. Said (Waika "Mary" Mowad)	female	19	1	1	2653	15.7417	NA	C
3	0	Nancarrow, Mr. William Henry	male	33	0	0	A./5. 3338	8.0500	NA	S
3	0	Nankoff, Mr. Minko	male	NA	0	0	349218	7.8958	NA	S
3	0	Nasr, Mr. Mustafa	male	NA	0	0	2652	7.2292	NA	C
3	0	Naughton, Miss. Hannah	female	NA	0	0	365237	7.7500	NA	Q
3	0	Nenkoff, Mr. Christo	male	NA	0	0	349234	7.8958	NA	S
3	1	Nicola-Yarred, Master. Elias	male	12	1	0	2651	11.2417	NA	C
3	1	Nicola-Yarred, Miss. Jamila	female	14	1	0	2651	11.2417	NA	C
3	0	Nieminen, Miss. Manta Josefina	female	29	0	0	3101297	7.9250	NA	S
3	0	Niklasson, Mr. Samuel	male	28	0	0	363611	8.0500	NA	S
3	1	Nilsson, Miss. Berta Olivia	female	18	0	0	347066	7.7750	NA	S
3	1	Nilsson, Miss. Helmina Josefina	female	26	0	0	347470	7.8542	NA	S
3	0	Nilsson, Mr. August Ferdinand	male	21	0	0	350410	7.8542	NA	S
3	0	Nirva, Mr. Iisakki Antino Aijo	male	41	0	0	SOTON/O2 3101272	7.1250	NA	S
3	1	Niskanen, Mr. Juha	male	39	0	0	STON/O 2. 3101289	7.9250	NA	S
3	0	Nosworthy, Mr. Richard Cater	male	21	0	0	A/4. 39886	7.8000	NA	S
3	0	Novel, Mr. Mansouer	male	28.5	0	0	2697	7.2292	NA	C
3	1	Nysten, Miss. Anna Sofia	female	22	0	0	347081	7.7500	NA	S
3	0	Nysveen, Mr. Johan Hansen	male	61	0	0	345364	6.2375	NA	S
3	0	O'Brien, Mr. Thomas	male	NA	1	0	370365	15.5000	NA	Q
3	0	O'Brien, Mr. Timothy	male	NA	0	0	330979	7.8292	NA	Q
3	1	O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)	female	NA	1	0	370365	15.5000	NA	Q
3	0	O'Connell, Mr. Patrick D	male	NA	0	0	334912	7.7333	NA	Q
3	0	O'Connor, Mr. Maurice	male	NA	0	0	371060	7.7500	NA	Q
3	0	O'Connor, Mr. Patrick	male	NA	0	0	366713	7.7500	NA	Q
3	0	Odahl, Mr. Nils Martin	male	23	0	0	7267	9.2250	NA	S
3	0	O'Donoghue, Ms. Bridget	female	NA	0	0	364856	7.7500	NA	Q
3	1	O'Driscoll, Miss. Bridget	female	NA	0	0	14311	7.7500	NA	Q
3	1	O'Dwyer, Miss. Ellen "Nellie"	female	NA	0	0	330959	7.8792	NA	Q
3	1	Ohman, Miss. Velin	female	22	0	0	347085	7.7750	NA	S
3	1	O'Keefe, Mr. Patrick	male	NA	0	0	368402	7.7500	NA	Q
3	1	O'Leary, Miss. Hanora "Norah"	female	NA	0	0	330919	7.8292	NA	Q
3	1	Olsen, Master. Artur Karl	male	9	0	1	C 17368	3.1708	NA	S
3	0	Olsen, Mr. Henry Margido	male	28	0	0	C 4001	22.5250	NA	S
3	0	Olsen, Mr. Karl Siegwart Andreas	male	42	0	1	4579	8.4042	NA	S
3	0	Olsen, Mr. Ole Martin	male	NA	0	0	Fa 265302	7.3125	NA	S
3	0	Olsson, Miss. Elina	female	31	0	0	350407	7.8542	NA	S
3	0	Olsson, Mr. Nils Johan Goransson	male	28	0	0	347464	7.8542	NA	S
3	1	Olsson, Mr. Oscar Wilhelm	male	32	0	0	347079	7.7750	NA	S
3	0	Olsvigen, Mr. Thor Anderson	male	20	0	0	6563	9.2250	NA	S
3	0	Oreskovic, Miss. Jelka	female	23	0	0	315085	8.6625	NA	S
3	0	Oreskovic, Miss. Marija	female	20	0	0	315096	8.6625	NA	S
3	0	Oreskovic, Mr. Luka	male	20	0	0	315094	8.6625	NA	S
3	0	Osen, Mr. Olaf Elon	male	16	0	0	7534	9.2167	NA	S
3	1	Osman, Mrs. Mara	female	31	0	0	349244	8.6833	NA	S
3	0	O'Sullivan, Miss. Bridget Mary	female	NA	0	0	330909	7.6292	NA	Q
3	0	Palsson, Master. Gosta Leonard	male	2	3	1	349909	21.0750	NA	S
3	0	Palsson, Master. Paul Folke	male	6	3	1	349909	21.0750	NA	S
3	0	Palsson, Miss. Stina Viola	female	3	3	1	349909	21.0750	NA	S
3	0	Palsson, Miss. Torborg Danira	female	8	3	1	349909	21.0750	NA	S
3	0	Palsson, Mrs. Nils (Alma Cornelia Berglund)	female	29	0	4	349909	21.0750	NA	S
3	0	Panula, Master. Eino Viljami	male	1	4	1	3101295	39.6875	NA	S
3	0	Panula, Master. Juha Niilo	male	7	4	1	3101295	39.6875	NA	S
3	0	Panula, Master. Urho Abraham	male	2	4	1	3101295	39.6875	NA	S
3	0	Panula, Mr. Ernesti Arvid	male	16	4	1	3101295	39.6875	NA	S
3	0	Panula, Mr. Jaako Arnold	male	14	4	1	3101295	39.6875	NA	S
3	0	Panula, Mrs. Juha (Maria Emilia Ojala)	female	41	0	5	3101295	39.6875	NA	S
3	0	Pasic, Mr. Jakob	male	21	0	0	315097	8.6625	NA	S
3	0	Patchett, Mr. George	male	19	0	0	358585	14.5000	NA	S
3	0	Paulner, Mr. Uscher	male	NA	0	0	3411	8.7125	NA	C
3	0	Pavlovic, Mr. Stefo	male	32	0	0	349242	7.8958	NA	S
3	0	Peacock, Master. Alfred Edward	male	0.75	1	1	SOTON/O.Q. 3101315	13.7750	NA	S
3	0	Peacock, Miss. Treasteall	female	3	1	1	SOTON/O.Q. 3101315	13.7750	NA	S
3	0	Peacock, Mrs. Benjamin (Edith Nile)	female	26	0	2	SOTON/O.Q. 3101315	13.7750	NA	S
3	0	Pearce, Mr. Ernest	male	NA	0	0	343271	7.0000	NA	S
3	0	Pedersen, Mr. Olaf	male	NA	0	0	345498	7.7750	NA	S
3	0	Peduzzi, Mr. Joseph	male	NA	0	0	A/5 2817	8.0500	NA	S
3	0	Pekoniemi, Mr. Edvard	male	21	0	0	STON/O 2. 3101294	7.9250	NA	S
3	0	Peltomaki, Mr. Nikolai Johannes	male	25	0	0	STON/O 2. 3101291	7.9250	NA	S
3	0	Perkin, Mr. John Henry	male	22	0	0	A/5 21174	7.2500	NA	S
3	1	Persson, Mr. Ernst Ulrik	male	25	1	0	347083	7.7750	NA	S
3	1	Peter, Master. Michael J	male	NA	1	1	2668	22.3583	NA	C
3	1	Peter, Miss. Anna	female	NA	1	1	2668	22.3583	F E69	C
3	1	Peter, Mrs. Catherine (Catherine Rizk)	female	NA	0	2	2668	22.3583	NA	C
3	0	Peters, Miss. Katie	female	NA	0	0	330935	8.1375	NA	Q
3	0	Petersen, Mr. Marius	male	24	0	0	342441	8.0500	NA	S
3	0	Petranec, Miss. Matilda	female	28	0	0	349245	7.8958	NA	S
3	0	Petroff, Mr. Nedelio	male	19	0	0	349212	7.8958	NA	S
3	0	Petroff, Mr. Pastcho ("Pentcho")	male	NA	0	0	349215	7.8958	NA	S
3	0	Petterson, Mr. Johan Emil	male	25	1	0	347076	7.7750	NA	S
3	0	Pettersson, Miss. Ellen Natalia	female	18	0	0	347087	7.7750	NA	S
3	1	Pickard, Mr. Berk (Berk Trembisky)	male	32	0	0	SOTON/O.Q. 392078	8.0500	E10	S
3	0	Plotcharsky, Mr. Vasil	male	NA	0	0	349227	7.8958	NA	S
3	0	Pokrnic, Mr. Mate	male	17	0	0	315095	8.6625	NA	S
3	0	Pokrnic, Mr. Tome	male	24	0	0	315092	8.6625	NA	S
3	0	Radeff, Mr. Alexander	male	NA	0	0	349223	7.8958	NA	S
3	0	Rasmussen, Mrs. (Lena Jacobsen Solvang)	female	NA	0	0	65305	8.1125	NA	S
3	0	Razi, Mr. Raihed	male	NA	0	0	2629	7.2292	NA	C
3	0	Reed, Mr. James George	male	NA	0	0	362316	7.2500	NA	S
3	0	Rekic, Mr. Tido	male	38	0	0	349249	7.8958	NA	S
3	0	Reynolds, Mr. Harold J	male	21	0	0	342684	8.0500	NA	S
3	0	Rice, Master. Albert	male	10	4	1	382652	29.1250	NA	Q
3	0	Rice, Master. Arthur	male	4	4	1	382652	29.1250	NA	Q
3	0	Rice, Master. Eric	male	7	4	1	382652	29.1250	NA	Q
3	0	Rice, Master. Eugene	male	2	4	1	382652	29.1250	NA	Q
3	0	Rice, Master. George Hugh	male	8	4	1	382652	29.1250	NA	Q
3	0	Rice, Mrs. William (Margaret Norton)	female	39	0	5	382652	29.1250	NA	Q
3	0	Riihivouri, Miss. Susanna Juhantytar "Sanni"	female	22	0	0	3101295	39.6875	NA	S
3	0	Rintamaki, Mr. Matti	male	35	0	0	STON/O 2. 3101273	7.1250	NA	S
3	1	Riordan, Miss. Johanna "Hannah"	female	NA	0	0	334915	7.7208	NA	Q
3	0	Risien, Mr. Samuel Beard	male	NA	0	0	364498	14.5000	NA	S
3	0	Risien, Mrs. Samuel (Emma)	female	NA	0	0	364498	14.5000	NA	S
3	0	Robins, Mr. Alexander A	male	50	1	0	A/5. 3337	14.5000	NA	S
3	0	Robins, Mrs. Alexander A (Grace Charity Laury)	female	47	1	0	A/5. 3337	14.5000	NA	S
3	0	Rogers, Mr. William John	male	NA	0	0	S.C./A.4. 23567	8.0500	NA	S
3	0	Rommetvedt, Mr. Knud Paust	male	NA	0	0	312993	7.7750	NA	S
3	0	Rosblom, Miss. Salli Helena	female	2	1	1	370129	20.2125	NA	S
3	0	Rosblom, Mr. Viktor Richard	male	18	1	1	370129	20.2125	NA	S
3	0	Rosblom, Mrs. Viktor (Helena Wilhelmina)	female	41	0	2	370129	20.2125	NA	S
3	1	Roth, Miss. Sarah A	female	NA	0	0	342712	8.0500	NA	S
3	0	Rouse, Mr. Richard Henry	male	50	0	0	A/5 3594	8.0500	NA	S
3	0	Rush, Mr. Alfred George John	male	16	0	0	A/4. 20589	8.0500	NA	S
3	1	Ryan, Mr. Edward	male	NA	0	0	383162	7.7500	NA	Q
3	0	Ryan, Mr. Patrick	male	NA	0	0	371110	24.1500	NA	Q
3	0	Saad, Mr. Amin	male	NA	0	0	2671	7.2292	NA	C
3	0	Saad, Mr. Khalil	male	25	0	0	2672	7.2250	NA	C
3	0	Saade, Mr. Jean Nassr	male	NA	0	0	2676	7.2250	NA	C
3	0	Sadlier, Mr. Matthew	male	NA	0	0	367655	7.7292	NA	Q
3	0	Sadowitz, Mr. Harry	male	NA	0	0	LP 1588	7.5750	NA	S
3	0	Saether, Mr. Simon Sivertsen	male	38.5	0	0	SOTON/O.Q. 3101262	7.2500	NA	S
3	0	Sage, Master. Thomas Henry	male	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Master. William Henry	male	14.5	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Miss. Ada	female	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Miss. Constance Gladys	female	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Miss. Dorothy Edith "Dolly"	female	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Miss. Stella Anna	female	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Mr. Douglas Bullen	male	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Mr. Frederick	male	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Mr. George John Jr	male	NA	8	2	CA. 2343	69.5500	NA	S
3	0	Sage, Mr. John George	male	NA	1	9	CA. 2343	69.5500	NA	S
3	0	Sage, Mrs. John (Annie Bullen)	female	NA	1	9	CA. 2343	69.5500	NA	S
3	0	Salander, Mr. Karl Johan	male	24	0	0	7266	9.3250	NA	S
3	1	Salkjelsvik, Miss. Anna Kristine	female	21	0	0	343120	7.6500	NA	S
3	0	Salonen, Mr. Johan Werner	male	39	0	0	3101296	7.9250	NA	S
3	0	Samaan, Mr. Elias	male	NA	2	0	2662	21.6792	NA	C
3	0	Samaan, Mr. Hanna	male	NA	2	0	2662	21.6792	NA	C
3	0	Samaan, Mr. Youssef	male	NA	2	0	2662	21.6792	NA	C
3	1	Sandstrom, Miss. Beatrice Irene	female	1	1	1	PP 9549	16.7000	G6	S
3	1	Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)	female	24	0	2	PP 9549	16.7000	G6	S
3	1	Sandstrom, Miss. Marguerite Rut	female	4	1	1	PP 9549	16.7000	G6	S
3	1	Sap, Mr. Julius	male	25	0	0	345768	9.5000	NA	S
3	0	Saundercock, Mr. William Henry	male	20	0	0	A/5. 2151	8.0500	NA	S
3	0	Sawyer, Mr. Frederick Charles	male	24.5	0	0	342826	8.0500	NA	S
3	0	Scanlan, Mr. James	male	NA	0	0	36209	7.7250	NA	Q
3	0	Sdycoff, Mr. Todor	male	NA	0	0	349222	7.8958	NA	S
3	0	Shaughnessy, Mr. Patrick	male	NA	0	0	370374	7.7500	NA	Q
3	1	Sheerlinck, Mr. Jan Baptist	male	29	0	0	345779	9.5000	NA	S
3	0	Shellard, Mr. Frederick William	male	NA	0	0	C.A. 6212	15.1000	NA	S
3	1	Shine, Miss. Ellen Natalia	female	NA	0	0	330968	7.7792	NA	Q
3	0	Shorney, Mr. Charles Joseph	male	NA	0	0	374910	8.0500	NA	S
3	0	Simmons, Mr. John	male	NA	0	0	SOTON/OQ 392082	8.0500	NA	S
3	0	Sirayanian, Mr. Orsen	male	22	0	0	2669	7.2292	NA	C
3	0	Sirota, Mr. Maurice	male	NA	0	0	392092	8.0500	NA	S
3	0	Sivic, Mr. Husein	male	40	0	0	349251	7.8958	NA	S
3	0	Sivola, Mr. Antti Wilhelm	male	21	0	0	STON/O 2. 3101280	7.9250	NA	S
3	1	Sjoblom, Miss. Anna Sofia	female	18	0	0	3101265	7.4958	NA	S
3	0	Skoog, Master. Harald	male	4	3	2	347088	27.9000	NA	S
3	0	Skoog, Master. Karl Thorsten	male	10	3	2	347088	27.9000	NA	S
3	0	Skoog, Miss. Mabel	female	9	3	2	347088	27.9000	NA	S
3	0	Skoog, Miss. Margit Elizabeth	female	2	3	2	347088	27.9000	NA	S
3	0	Skoog, Mr. Wilhelm	male	40	1	4	347088	27.9000	NA	S
3	0	Skoog, Mrs. William (Anna Bernhardina Karlsson)	female	45	1	4	347088	27.9000	NA	S
3	0	Slabenoff, Mr. Petco	male	NA	0	0	349214	7.8958	NA	S
3	0	Slocovski, Mr. Selman Francis	male	NA	0	0	SOTON/OQ 392086	8.0500	NA	S
3	0	Smiljanic, Mr. Mile	male	NA	0	0	315037	8.6625	NA	S
3	0	Smith, Mr. Thomas	male	NA	0	0	384461	7.7500	NA	Q
3	1	Smyth, Miss. Julia	female	NA	0	0	335432	7.7333	NA	Q
3	0	Soholt, Mr. Peter Andreas Lauritz Andersen	male	19	0	0	348124	7.6500	F G73	S
3	0	Somerton, Mr. Francis William	male	30	0	0	A.5. 18509	8.0500	NA	S
3	0	Spector, Mr. Woolf	male	NA	0	0	A.5. 3236	8.0500	NA	S
3	0	Spinner, Mr. Henry John	male	32	0	0	STON/OQ. 369943	8.0500	NA	S
3	0	Staneff, Mr. Ivan	male	NA	0	0	349208	7.8958	NA	S
3	0	Stankovic, Mr. Ivan	male	33	0	0	349239	8.6625	NA	C
3	1	Stanley, Miss. Amy Zillah Elsie	female	23	0	0	CA. 2314	7.5500	NA	S
3	0	Stanley, Mr. Edward Roland	male	21	0	0	A/4 45380	8.0500	NA	S
3	0	Storey, Mr. Thomas	male	60.5	0	0	3701	NA	NA	S
3	0	Stoytcheff, Mr. Ilia	male	19	0	0	349205	7.8958	NA	S
3	0	Strandberg, Miss. Ida Sofia	female	22	0	0	7553	9.8375	NA	S
3	1	Stranden, Mr. Juho	male	31	0	0	STON/O 2. 3101288	7.9250	NA	S
3	0	Strilic, Mr. Ivan	male	27	0	0	315083	8.6625	NA	S
3	0	Strom, Miss. Telma Matilda	female	2	0	1	347054	10.4625	G6	S
3	0	Strom, Mrs. Wilhelm (Elna Matilda Persson)	female	29	1	1	347054	10.4625	G6	S
3	1	Sunderland, Mr. Victor Francis	male	16	0	0	SOTON/OQ 392089	8.0500	NA	S
3	1	Sundman, Mr. Johan Julian	male	44	0	0	STON/O 2. 3101269	7.9250	NA	S
3	0	Sutehall, Mr. Henry Jr	male	25	0	0	SOTON/OQ 392076	7.0500	NA	S
3	0	Svensson, Mr. Johan	male	74	0	0	347060	7.7750	NA	S
3	1	Svensson, Mr. Johan Cervin	male	14	0	0	7538	9.2250	NA	S
3	0	Svensson, Mr. Olof	male	24	0	0	350035	7.7958	NA	S
3	1	Tenglin, Mr. Gunnar Isidor	male	25	0	0	350033	7.7958	NA	S
3	0	Theobald, Mr. Thomas Leonard	male	34	0	0	363294	8.0500	NA	S
3	1	Thomas, Master. Assad Alexander	male	0.4167	0	1	2625	8.5167	NA	C
3	0	Thomas, Mr. Charles P	male	NA	1	0	2621	6.4375	NA	C
3	0	Thomas, Mr. John	male	NA	0	0	2681	6.4375	NA	C
3	0	Thomas, Mr. Tannous	male	NA	0	0	2684	7.2250	NA	C
3	1	Thomas, Mrs. Alexander (Thamine "Thelma")	female	16	1	1	2625	8.5167	NA	C
3	0	Thomson, Mr. Alexander Morrison	male	NA	0	0	32302	8.0500	NA	S
3	0	Thorneycroft, Mr. Percival	male	NA	1	0	376564	16.1000	NA	S
3	1	Thorneycroft, Mrs. Percival (Florence Kate White)	female	NA	1	0	376564	16.1000	NA	S
3	0	Tikkanen, Mr. Juho	male	32	0	0	STON/O 2. 3101293	7.9250	NA	S
3	0	Tobin, Mr. Roger	male	NA	0	0	383121	7.7500	F38	Q
3	0	Todoroff, Mr. Lalio	male	NA	0	0	349216	7.8958	NA	S
3	0	Tomlin, Mr. Ernest Portage	male	30.5	0	0	364499	8.0500	NA	S
3	0	Torber, Mr. Ernst William	male	44	0	0	364511	8.0500	NA	S
3	0	Torfa, Mr. Assad	male	NA	0	0	2673	7.2292	NA	C
3	1	Tornquist, Mr. William Henry	male	25	0	0	LINE	0.0000	NA	S
3	0	Toufik, Mr. Nakli	male	NA	0	0	2641	7.2292	NA	C
3	1	Touma, Master. Georges Youssef	male	7	1	1	2650	15.2458	NA	C
3	1	Touma, Miss. Maria Youssef	female	9	1	1	2650	15.2458	NA	C
3	1	Touma, Mrs. Darwis (Hanne Youssef Razi)	female	29	0	2	2650	15.2458	NA	C
3	0	Turcin, Mr. Stjepan	male	36	0	0	349247	7.8958	NA	S
3	1	Turja, Miss. Anna Sofia	female	18	0	0	4138	9.8417	NA	S
3	1	Turkula, Mrs. (Hedwig)	female	63	0	0	4134	9.5875	NA	S
3	0	van Billiard, Master. James William	male	NA	1	1	A/5. 851	14.5000	NA	S
3	0	van Billiard, Master. Walter John	male	11.5	1	1	A/5. 851	14.5000	NA	S
3	0	van Billiard, Mr. Austin Blyler	male	40.5	0	2	A/5. 851	14.5000	NA	S
3	0	Van Impe, Miss. Catharina	female	10	0	2	345773	24.1500	NA	S
3	0	Van Impe, Mr. Jean Baptiste	male	36	1	1	345773	24.1500	NA	S
3	0	Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)	female	30	1	1	345773	24.1500	NA	S
3	0	van Melkebeke, Mr. Philemon	male	NA	0	0	345777	9.5000	NA	S
3	0	Vande Velde, Mr. Johannes Joseph	male	33	0	0	345780	9.5000	NA	S
3	0	Vande Walle, Mr. Nestor Cyriel	male	28	0	0	345770	9.5000	NA	S
3	0	Vanden Steen, Mr. Leo Peter	male	28	0	0	345783	9.5000	NA	S
3	0	Vander Cruyssen, Mr. Victor	male	47	0	0	345765	9.0000	NA	S
3	0	Vander Planke, Miss. Augusta Maria	female	18	2	0	345764	18.0000	NA	S
3	0	Vander Planke, Mr. Julius	male	31	3	0	345763	18.0000	NA	S
3	0	Vander Planke, Mr. Leo Edmondus	male	16	2	0	345764	18.0000	NA	S
3	0	Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)	female	31	1	0	345763	18.0000	NA	S
3	1	Vartanian, Mr. David	male	22	0	0	2658	7.2250	NA	C
3	0	Vendel, Mr. Olof Edvin	male	20	0	0	350416	7.8542	NA	S
3	0	Vestrom, Miss. Hulda Amanda Adolfina	female	14	0	0	350406	7.8542	NA	S
3	0	Vovk, Mr. Janko	male	22	0	0	349252	7.8958	NA	S
3	0	Waelens, Mr. Achille	male	22	0	0	345767	9.0000	NA	S
3	0	Ware, Mr. Frederick	male	NA	0	0	359309	8.0500	NA	S
3	0	Warren, Mr. Charles William	male	NA	0	0	C.A. 49867	7.5500	NA	S
3	0	Webber, Mr. James	male	NA	0	0	SOTON/OQ 3101316	8.0500	NA	S
3	0	Wenzel, Mr. Linhart	male	32.5	0	0	345775	9.5000	NA	S
3	1	Whabee, Mrs. George Joseph (Shawneene Abi-Saab)	female	38	0	0	2688	7.2292	NA	C
3	0	Widegren, Mr. Carl/Charles Peter	male	51	0	0	347064	7.7500	NA	S
3	0	Wiklund, Mr. Jakob Alfred	male	18	1	0	3101267	6.4958	NA	S
3	0	Wiklund, Mr. Karl Johan	male	21	1	0	3101266	6.4958	NA	S
3	1	Wilkes, Mrs. James (Ellen Needs)	female	47	1	0	363272	7.0000	NA	S
3	0	Willer, Mr. Aaron ("Abi Weller")	male	NA	0	0	3410	8.7125	NA	S
3	0	Willey, Mr. Edward	male	NA	0	0	S.O./P.P. 751	7.5500	NA	S
3	0	Williams, Mr. Howard Hugh "Harry"	male	NA	0	0	A/5 2466	8.0500	NA	S
3	0	Williams, Mr. Leslie	male	28.5	0	0	54636	16.1000	NA	S
3	0	Windelov, Mr. Einar	male	21	0	0	SOTON/OQ 3101317	7.2500	NA	S
3	0	Wirz, Mr. Albert	male	27	0	0	315154	8.6625	NA	S
3	0	Wiseman, Mr. Phillippe	male	NA	0	0	A/4. 34244	7.2500	NA	S
3	0	Wittevrongel, Mr. Camille	male	36	0	0	345771	9.5000	NA	S
3	0	Yasbeck, Mr. Antoni	male	27	1	0	2659	14.4542	NA	C
3	1	Yasbeck, Mrs. Antoni (Selini Alexander)	female	15	1	0	2659	14.4542	NA	C
3	0	Youseff, Mr. Gerious	male	45.5	0	0	2628	7.2250	NA	C
3	0	Yousif, Mr. Wazli	male	NA	0	0	2647	7.2250	NA	C
3	0	Yousseff, Mr. Gerious	male	NA	0	0	2627	14.4583	NA	C
3	0	Zabour, Miss. Hileni	female	14.5	1	0	2665	14.4542	NA	C
3	0	Zabour, Miss. Thamine	female	NA	1	0	2665	14.4542	NA	C
3	0	Zakarian, Mr. Mapriededer	male	26.5	0	0	2656	7.2250	NA	C
3	0	Zakarian, Mr. Ortin	male	27	0	0	2670	7.2250	NA	C
3	0	Zimmerman, Mr. Leo	male	29	0	0	315082	7.8750	NA	S

kable_styling automatically puts the table into bootstrap format. By adding a scroll bar, all rows and columns can be viewed unlike in the base R table where only 10 rows and 6 columns were displayed. The option "striped" makes it visually easier to read across rows while "condensed" means there is less padding in the table. More options for this argument can be explored here.

The code for the table has been included so you are able to see how the table was created, but you can easily hide it by adding echo = FALSE to the code chunk.

Note: kable tables are only compatible with a HTML output.

4.3.1 Markdown Tables

You can also create tables using markdown syntax. This is particularly useful for small tables without many rows/columns.

This code:

| Column | Column | Column |

|:------|:-----:|-------:|

| 1 | Content | Value |

| 2 | Content | Value |

| 3 | Content | Value |

Was used to produce this table:

Column	Column	Column
1	Content	Value
2	Content	Value
3	Content	Value

You don’t have to write all this code out yourself, you can use a markdown table generator, like this one. Be careful not to use these for any sensitive or unreleased data.

4.4 Flowcharts

In order to create flowcharts, we need to install the package DiagrammeR, the optional package for this course.

We call on the function grViz and define our flowchart. Firstly, we need to specify that we want a digraph (directed graph) and give our flowchart a name. Then in node[] we can specify attributes from these options. In this example we have only specified fontname and shape but there are many more options such as style and colour.

We then need to define each of the sections with a label; @@ in this instance means we can use a substitution for the name later.

Then in the next section we specify the order in which the tabs should flow.

Finally, we can specify what text should appear in each box. This can be any string of characters, and could be longer than this example i.e. instructions or questions.

# Load the package

library(DiagrammeR)

Warning: package 'DiagrammeR' was built under R version 4.4.2

DiagrammeR::grViz("digraph graphname {

                   node [fontname = Helvetica, shape = rectangle]        
                   tab1 [label = '@@1']
                   tab2 [label = '@@2']
                   tab3 [label = '@@3']
      
                   tab1 -> tab2 -> tab3 ;}

                   [1]: 'Step 1'
                   [2]: 'Step 2'
                   [3]: 'Step 3'")

You can also make more complicated flow charts, with branches. In order to do this, simply add more directions, like in this example:

DiagrammeR::grViz("digraph graphname {

                   node [fontname = Helvetica, shape = rectangle]        
                   tab1 [label = '@@1']
                   tab2 [label = '@@2']
                   tab3 [label = '@@3']
                   tab4 [label = '@@4']
      
                   tab1 -> tab2  tab2 -> tab3 tab2 -> tab4  ;}

                   [1]: 'Step 1'
                   [2]: 'Step 2'
                   [3]: 'Option 1'
                   [4]: 'Option 2'")

Essentially, you need to include an instruction for each arrow of the flowchart.

Note: these flowcharts are only compatible with a HTML output.

5 Tabs

In HTML markdowns, there is a feature called tabs, which are useful for organising content such as question/answers etc.

To include tabs in your markdown file, start with this code:

## Tab Example {.tabset .tabset-fade }

The .tabset tells R to create a set of tabs. .tabset-fade means that the colour of a selected tab and unselected tab will change colour when selected.

The default option for appearance is similar to how browser tabs appear:

Tab Example

Question

This tab was created using the code ### Question {.unnumbered .toc-ignore}

The heading can be given any name, “Question” and “Answer” have been used for this example.

.unnumbered means the heading will not be automatically assigned a number, as other headings have.

.toc-ignore means this heading will not be included in the table of contents, as we only want Tabs in this instance.

Click on the “Answer” tab to see how it was created.

Answer

This tab was created using the code ### Answer {.unnumbered .toc-ignore}

After our last tab heading we need to include the code: ## {.unlisted .unnumbered .toc-ignore} to close off our tabs properly.

Another option for tabs is for them to appear as buttons instead, by adding .tabset-pills in the options. They will appear as below:

Tab Button Example

R code

Tabs are also useful for splitting up R and Python code, like this example. You can include any type of output in tabs i.e. code chunks, graphs, images etc.

# This cell can contain R code.

Python code


# This cell can contain python code, as detailed in section 3.2.

6 File Types

6.1 HTML

We recommend using HTML when knitting from rmarkdown. HTML files are easily accessible; they can be opened using any browser and are compatible with screen-readers.

In addition, markdown was originally designed for HTML documents and so is the easiest and most feature-rich option.

You can also add in CSS code for customisation within a HTML markdown.

The main export type discussed in this course has been HTML, so you can follow the above options to open a new HTML markdown. You can knit to HTML by clicking knit at the top of the script or using the shortcut ctrl + shift + k. You can also render in your code using this code, and specifying the Rmd file name.

#rmarkdown::render(input = "using_rmarkdown.Rmd",
                  #output_format = "html_document", 
                  #output_file = "using_rmarkdown.html")

6.2 PDF

Before choosing a PDF output, consider using HTML or even word. ONS and the wider civil service encourages the use of HTML over PDF, particularly for published content. You can read more about why in this blog.

If you do choose to output a document to pdf, the setup is more complicated. You will need to install LaTeX.

If working on a windows device, you will need MikTex installed. ONS users can request this via the service desk.

Then you can select PDF when first opening a rmarkdown file, or from the dropdown menu for knit.

Note that not all of the features covered in this course are available when knitting to PDF.

6.3 Word

To output a markdown document to word, simply choose it when opening a new file or from the dropdown knit menu.

You can include table of contents but some features, such as kableExtra tables are specifically built for html and are not compatible. In addition, you must use the first option for including images as the second is specifically for html: ![Alt Text](/image/file/path/.png).

7 Summary

This course has covered the features needed to produce automated reports with rmarkdown.

How to create new R Markdown files
Including various types of content such as images, graphs and tabs
Knitting to HTML, PDF or Word

There are also additional features of markdown that have not been covered in this course. For example you can include interactive elements by incorporating R shiny or create slides. See More Resources below for links.

To consolidate your learning, it is recommended that you explore these features yourself by creating a markdown report.

More Resources

The Data Science Campus’ course Reproducible Reporting with RMarkdown is available on the learning hub. The course covers preparing code for collaboration and improving efficiency in producing report outputs.

R Studio Markdown Cheat Sheet - this also includes information on how to embed interactivity, using shiny, to your markdown report.

R Markdown Reference Guide - a good quick look guide covering syntax, code chunk options and pandoc options.

R Markdown: The Definitive Guide - this is a book written using markdown that covers more advanced applications of markdown than this course.

For a quick reminder of some of the styles for r markdown, in R studio go to Help > Markdown quick reference (via the dropdown menu).