The goal of the project is to predict what type of persons were more likely to survive? The features available are Name, Age, Gender, Fare Class, etc. Data dictionary is provided in the appendix. Data is partitioned into (1) ProjectTrain.csv, and (2) ProjectTest.csv. Use Train data to develop the model and report performance results on the Test dataset. 

Assignment 7:

Titanic Survival Prediction

This assignment is for 80 points, four times the normal assignment weight. The goal of the project is to

predict what type of persons were more likely to survive? The features available are Name, Age, Gender,

Fare Class, etc. Data dictionary is provided in the appendix. Data is partitioned into (1) ProjectTrain.csv,

and (2) ProjectTest.csv. Use Train data to develop the model and report performance results on the Test

dataset.

1) Develop Logistic Repression, LDA, QDA and KNN based survival prediction models using Pclass,

Sex, Age, SibSp, Parch, and Embarked as predictor variables. Note that some of these variables may

need to be case of categorical (factors in R). Also, Age has lot of missing values. The missing values

may need to be imputed (e.g., mean) for using this variable. Try few values of k in KNN to

determine suitable value for K. Compare and interpret True Positive (TP) and False Positive (FP) of

the different models using test data. 40 Points

2) “Cabin” has sparse data content. One approach to handle the missing data is to have a special value

“Not Available” for all the missing values. For the Logistic Regression model, evaluate performance

improvement with and without including the cabin feature using test data. 10 Points

3) Like linear regression, Logistic regression (LR) has the advantage of interpretability. Research the

concepts of “Unadjusted Odds Ratio” and “Adjusted Odds Ratio”. Determine the adjusted odds ratio

for Sex, Pclass, and Embarked using LR. Interpret the results. 10 Points

4) The default threshold to classify an entity to a class is 0.5. For the LR models, vary the threshold to

0.8, 0.5, and 0.2. Which threshold value do you think is appropriate for survival prediction? Why?

Justify your answer with respect to misclassification rate on test data 10 Points

5) Develop ROC plot for the LDA model. 5 Points

6) What features do you think are important to make the prediction? Why? Evaluate the KNN model

performance by including just the important features 5 Points

In the report, include text of the R code.

Submit through link: eCampus -> Assignment 7

Deadline: March 18, 11:55 PM

Data Dictionary

Variable Notes

pclass: A proxy for socio-economic status (SES)

1st = Upper

2nd = Middle

3rd = Lower

Age: Age is fractional if less than 1. If the age is estimated, is it in the form of xx.5

sibsp: The dataset defines family relations in this way…

Sibling = brother, sister, stepbrother, stepsister

Spouse = husband, wife (mistresses and fiancés were ignored)

parch: The dataset defines family relations in this way…

Parent = mother, father

Child = daughter, son, stepdaughter, stepson

Some children travelled only with a nanny, therefore parch=0 for them.

PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
450,1,1,”Peuchen, Major. Arthur Godfrey”,male,52,0,0,113786,30.5,C104,S
212,1,2,”Cameron, Miss. Clear Annie”,female,35,0,0,F.C.C. 13528,21,,S
363,0,3,”Barbara, Mrs. (Catherine David)”,female,45,0,1,2691,14.4542,,C
498,0,3,”Shellard, Mr. Frederick William”,male,NA,0,0,C.A. 6212,15.1,,S
543,0,3,”Andersson, Miss. Sigrid Elisabeth”,female,11,4,2,347082,31.275,,S
230,0,3,”Lefebre, Miss. Mathilde”,female,NA,3,1,4133,25.4667,,S
232,0,3,”Larsson, Mr. Bengt Edvin”,male,29,0,0,347067,7.775,,S
475,0,3,”Strandberg, Miss. Ida Sofia”,female,22,0,0,7553,9.8375,,S
825,0,3,”Panula, Master. Urho Abraham”,male,2,4,1,3101295,39.6875,,S
753,0,3,”Vande Velde, Mr. Johannes Joseph”,male,33,0,0,345780,9.5,,S
858,1,1,”Daly, Mr. Peter Denis “,male,51,0,0,113055,26.55,E17,S
509,0,3,”Olsen, Mr. Henry Margido”,male,28,0,0,C 4001,22.525,,S
143,1,3,”Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)”,female,24,1,0,STON/O2. 3101279,15.85,,S
307,1,1,”Fleming, Miss. Margaret”,female,NA,0,0,17421,110.8833,,C
13,0,3,”Saundercock, Mr. William Henry”,male,20,0,0,A/5. 2151,8.05,,S
657,0,3,”Radeff, Mr. Alexander”,male,NA,0,0,349223,7.8958,,S
671,1,2,”Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)”,female,40,1,1,29750,39,,S
355,0,3,”Yousif, Mr. Wazli”,male,NA,0,0,2647,7.225,,C
332,0,1,”Partner, Mr. Austen”,male,45.5,0,0,113043,28.5,C124,S
149,0,2,”Navratil, Mr. Michel (“”Louis M Hoffman””)”,male,36.5,0,2,230080,26,F2,S
527,1,2,”Ridsdale, Miss. Lucy”,female,50,0,0,W./C. 14258,10.5,,S
446,1,1,”Dodge, Master. Washington”,male,4,0,2,33638,81.8583,A34,S
505,1,1,”Maioni, Miss. Roberta”,female,16,0,0,110152,86.5,B79,S
487,1,1,”Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)”,female,35,1,0,19943,90,C93,S
488,0,1,”Kent, Mr. Edward Austin”,male,58,0,0,11771,29.7,B37,C
495,0,3,”Stanley, Mr. Edward Roland”,male,21,0,0,A/4 45380,8.05,,S
87,0,3,”Ford, Mr. William Neal”,male,16,1,3,W./C. 6608,34.375,,S
130,0,3,”Ekstrom, Mr. Johan”,male,45,0,0,347061,6.975,,S
75,1,3,”Bing, Mr. Lee”,male,32,0,0,1601,56.4958,,S
452,0,3,”Hagland, Mr. Ingvald Olai Olsen”,male,NA,1,0,65303,19.9667,,S
733,0,2,”Knight, Mr. Robert J”,male,NA,0,0,239855,0,,S
484,1,3,”Turkula, Mrs. (Hedwig)”,female,63,0,0,4134,9.5875,,S
533,0,3,”Elias, Mr. Joseph Jr”,male,17,1,1,2690,7.2292,,C
624,0,3,”Hansen, Mr. Henry Damsgaard”,male,21,0,0,350029,7.8542,,S
769,0,3,”Moran, Mr. Daniel J”,male,NA,1,0,371110,24.15,,Q
688,0,3,”Dakic, Mr. Branko”,male,19,0,0,349228,10.1708,,S
490,1,3,”Coutts, Master. Eden Leslie “”Neville”””,male,9,1,1,C.A. 37671,15.9,,S
801,0,2,”Ponesell, Mr. Martin”,male,34,0,0,250647,13,,S
252,0,3,”Strom, Mrs. Wilhelm (Elna Matilda Persson)”,female,29,1,1,347054,10.4625,G6,S
261,0,3,”Smith, Mr. Thomas”,male,NA,0,0,384461,7.75,,Q
525,0,3,”Kassem, Mr. Fared”,male,NA,0,0,2700,7.2292,,C
816,0,1,”Fry, Mr. Richard”,male,NA,0,0,112058,0,B102,S
259,1,1,”Ward, Miss. Anna”,female,35,0,0,PC 17755,512.3292,,C
267,0,3,”Panula, Mr. Ernesti Arvid”,male,16,4,1,3101295,39.6875,,S
82,1,3,”Sheerlinck, Mr. Jan Baptist”,male,29,0,0,345779,9.5,,S
891,0,3,”Dooley, Mr. Patrick”,male,32,0,0,370376,7.75,,Q
274,0,1,”Natsch, Mr. Charles H”,male,37,0,1,PC 17596,29.7,C118,C
189,0,3,”Bourke, Mr. John”,male,40,1,1,364849,15.5,,Q
531,1,2,”Quick, Miss. Phyllis May”,female,2,1,1,26360,26,,S
752,1,3,”Moor, Master. Meier”,male,6,0,1,392096,12.475,E121,S
711,1,1,”Mayne, Mlle. Berthe Antonine (“”Mrs de Villiers””)”,female,24,0,0,PC 17482,49.5042,C90,C
188,1,1,”Romaine, Mr. Charles Hallace (“”Mr C Rolmane””)”,male,45,0,0,111428,26.55,,S
532,0,3,”Toufik, Mr. Nakli”,male,NA,0,0,2641,7.2292,,C
586,1,1,”Taussig, Miss. Ruth”,female,18,0,2,110413,79.65,E68,S
401,1,3,”Niskanen, Mr. Juha”,male,39,0,0,STON/O 2. 3101289,7.925,,S
763,1,3,”Barah, Mr. Hanna Assi”,male,20,0,0,2663,7.2292,,C
352,0,1,”Williams-Lambert, Mr. Fletcher Fellows”,male,NA,0,0,113510,35,C128,S
802,1,2,”Collyer, Mrs. Harvey (Charlotte Annie Tate)”,female,31,1,1,C.A. 31921,26.25,,S
138,0,1,”Futrelle, Mr. Jacques Heath”,male,37,1,0,113803,53.1,C123,S
128,1,3,”Madsen, Mr. Fridtjof Arne”,male,24,0,0,C 17369,7.1417,,S
151,0,2,”Bateman, Rev. Robert James”,male,51,0,0,S.O.P. 1166,12.525,,S
98,1,1,”Greenfield, Mr. William Bertram”,male,23,0,1,PC 17759,63.3583,D10 D12,C
193,1,3,”Andersen-Jensen, Miss. Carla Christine Nielsine”,female,19,1,0,350046,7.8542,,S
400,1,2,”Trout, Mrs. William H (Jessie L)”,female,28,0,0,240929,12.65,,S
216,1,1,”Newell, Miss. Madeleine”,female,31,1,0,35273,113.275,D36,C
329,1,3,”Goldsmith, Mrs. Frank John (Emily Alice Brown)”,female,31,1,1,363291,20.525,,S
378,0,1,”Widener, Mr. Harry Elkins”,male,27,0,2,113503,211.5,C82,C
850,1,1,”Goldenberg, Mrs. Samuel L (Edwiga Grabowska)”,female,NA,1,0,17453,89.1042,C92,C
799,0,3,”Ibrahim Shawah, Mr. Yousseff”,male,30,0,0,2685,7.2292,,C
687,0,3,”Panula, Mr. Jaako Arnold”,male,14,4,1,3101295,39.6875,,S
331,1,3,”McCoy, Miss. Agnes”,female,NA,2,0,367226,23.25,,Q
709,1,1,”Cleaver, Miss. Alice”,female,22,0,0,113781,151.55,,S
651,0,3,”Mitkoff, Mr. Mito”,male,NA,0,0,349221,7.8958,,S
735,0,2,”Troupiansky, Mr. Moses Aaron”,male,23,0,0,233639,13,,S
714,0,3,”Larsson, Mr. August Viktor”,male,29,0,0,7545,9.4833,,S
179,0,2,”Hale, Mr. Reginald”,male,30,0,0,250653,13,,S
597,1,2,”Leitch, Miss. Jessie Wills”,female,NA,0,0,248727,33,,S
886,0,3,”Rice, Mrs. William (Margaret Norton)”,female,39,0,5,382652,29.125,,Q
109,0,3,”Rekic, Mr. Tido”,male,38,0,0,349249,7.8958,,S
79,1,2,”Caldwell, Master. Alden Gates”,male,0.83,0,2,248738,29,,S
869,0,3,”van Melkebeke, Mr. Philemon”,male,NA,0,0,345777,9.5,,S
522,0,3,”Vovk, Mr. Janko”,male,22,0,0,349252,7.8958,,S
209,1,3,”Carr, Miss. Helen “”Ellen”””,female,16,0,0,367231,7.75,,Q
573,1,1,”Flynn, Mr. John Irwin (“”Irving””)”,male,36,0,0,PC 17474,26.3875,E25,S
693,1,3,”Lam, Mr. Ali”,male,NA,0,0,1601,56.4958,,S
12,1,1,”Bonnell, Miss. Elizabeth”,female,58,0,0,113783,26.55,C103,S
556,0,1,”Wright, Mr. George”,male,62,0,0,113807,26.55,,S
656,0,2,”Hickman, Mr. Leonard Mark”,male,24,2,0,S.O.C. 14879,73.5,,S
568,0,3,”Palsson, Mrs. Nils (Alma Cornelia Berglund)”,female,29,0,4,349909,21.075,,S
196,1,1,”Lurette, Miss. Elise”,female,58,0,0,PC 17569,146.5208,B80,C
235,0,2,”Leyson, Mr. Robert William Norman”,male,24,0,0,C.A. 29566,10.5,,S
730,0,3,”Ilmakangas, Miss. Pieta Sofia”,female,25,1,0,STON/O2. 3101271,7.925,,S
376,1,1,”Meyer, Mrs. Edgar Joseph (Leila Saks)”,female,NA,1,0,PC 17604,82.1708,,C
485,1,1,”Bishop, Mr. Dickinson H”,male,25,1,0,11967,91.0792,B49,C
604,0,3,”Torber, Mr. Ernst William”,male,44,0,0,364511,8.05,,S
416,0,3,”Meek, Mrs. Thomas (Annie Louise Rowley)”,female,NA,0,0,343095,8.05,,S
439,0,1,”Fortune, Mr. Mark”,male,64,1,4,19950,263,C23 C25 C27,S
710,1,3,”Moubarek, Master. Halim Gonios (“”William George””)”,male,NA,1,1,2661,15.2458,,C
813,0,2,”Slemen, Mr. Richard James”,male,35,0,0,28206,10.5,,S
19,0,3,”Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)”,female,31,1,0,345763,18,,S
537,0,1,”Butt, Major. Archibald Willingham”,male,45,0,0,113050,26.55,B38,S
153,0,3,”Meo, Mr. Alfonzo”,male,55.5,0,0,A.5. 11206,8.05,,S
540,1,1,”Frolicher, Miss. Hedwig Margaritha”,female,22,0,2,13568,49.5,B39,C
260,1,2,”Parrish, Mrs. (Lutie Davis)”,female,50,0,1,230433,26,,S
358,0,2,”Funk, Miss. Annie Clemmer”,female,38,0,0,237671,13,,S
199,1,3,”Madigan, Miss. Margaret “”Maggie”””,female,NA,0,0,370370,7.75,,Q
186,0,1,”Rood, Mr. Hugh Roscoe”,male,NA,0,0,113767,50,A32,S
364,0,3,”Asim, Mr. Adola”,male,35,0,0,SOTON/O.Q. 3101310,7.05,,S
94,0,3,”Dean, Mr. Bertram Frank”,male,26,1,2,C.A. 2315,20.575,,S
783,0,1,”Long, Mr. Milton Clyde”,male,29,0,0,113501,30,D6,S
447,1,2,”Mellinger, Miss. Madeleine Violet”,female,13,0,1,250644,19.5,,S
110,1,3,”Moran, Miss. Bertha”,female,NA,1,0,371110,24.15,,Q
202,0,3,”Sage, Mr. Frederick”,male,NA,8,2,CA. 2343,69.55,,S
811,0,3,”Alexander, Mr. William”,male,26,0,0,3474,7.8875,,S
788,0,3,”Rice, Master. George Hugh”,male,8,4,1,382652,29.125,,Q
827,0,3,”Lam, Mr. Len”,male,NA,0,0,1601,56.4958,,S
696,0,2,”Chapman, Mr. Charles Henry”,male,52,0,0,248731,13.5,,S
91,0,3,”Christmann, Mr. Emil”,male,29,0,0,343276,8.05,,S
832,1,2,”Richards, Master. George Sibley”,male,0.83,1,1,29106,18.75,,S
875,1,2,”Abelson, Mrs. Samuel (Hannah Wizosky)”,female,28,1,0,P/PP 3381,24,,C
125,0,1,”White, Mr. Percival Wayland”,male,54,0,1,35281,77.2875,D26,S
438,1,2,”Richards, Mrs. Sidney (Emily Hocking)”,female,24,2,3,29106,18.75,,S
742,0,1,”Cavendish, Mr. Tyrell William”,male,36,1,0,19877,78.85,C46,S
316,1,3,”Nilsson, Miss. Helmina Josefina”,female,26,0,0,347470,7.8542,,S
804,1,3,”Thomas, Master. Assad Alexander”,male,0.42,0,1,2625,8.5167,,C
546,0,1,”Nicholson, Mr. Arthur Ernest”,male,64,0,0,693,26,,S
106,0,3,”Mionoff, Mr. Stoytcho”,male,28,0,0,349207,7.8958,,S
243,0,2,”Coleridge, Mr. Reginald Charles”,male,29,0,0,W./C. 14263,10.5,,S
785,0,3,”Ali, Mr. William”,male,25,0,0,SOTON/O.Q. 3101312,7.05,,S
137,1,1,”Newsom, Miss. Helen Monypeny”,female,19,0,2,11752,26.2833,D47,S
262,1,3,”Asplund, Master. Edvin Rojj Felix”,male,3,4,2,347077,31.3875,,S
818,0,2,”Mallet, Mr. Albert”,male,31,1,1,S.C./PARIS 2079,37.0042,,C
839,1,3,”Chip, Mr. Chang”,male,32,0,0,1601,56.4958,,S
480,1,3,”Hirvonen, Miss. Hildur E”,female,2,0,1,3101298,12.2875,,S
394,1,1,”Newell, Miss. Marjorie”,female,23,1,0,35273,113.275,D36,C
620,0,2,”Gavey, Mr. Lawrence”,male,26,0,0,31028,10.5,,S
141,0,3,”Boulos, Mrs. Joseph (Sultana)”,female,NA,0,2,2678,15.2458,,C
327,0,3,”Nysveen, Mr. Johan Hansen”,male,61,0,0,345364,6.2375,,S
610,1,1,”Shutes, Miss. Elizabeth W”,female,40,0,0,PC 17582,153.4625,C125,S
695,0,1,”Weir, Col. John”,male,60,0,0,113800,26.55,,S
595,0,2,”Chapman, Mr. John Henry”,male,37,1,0,SC/AH 29037,26,,S
263,0,1,”Taussig, Mr. Emil”,male,52,1,1,110413,79.65,E67,S
180,0,3,”Leonard, Mr. Lionel”,male,36,0,0,LINE,0,,S
81,0,3,”Waelens, Mr. Achille”,male,22,0,0,345767,9,,S
101,0,3,”Petranec, Miss. Matilda”,female,28,0,0,349245,7.8958,,S
330,1,1,”Hippach, Miss. Jean Gertrude”,female,16,0,1,111361,57.9792,B18,C
157,1,3,”Gilnagh, Miss. Katherine “”Katie”””,female,16,0,0,35851,7.7333,,Q
628,1,1,”Longley, Miss. Gretchen Fiske”,female,21,0,0,13502,77.9583,D9,S
66,1,3,”Moubarek, Master. Gerios”,male,NA,1,1,2661,15.2458,,C
423,0,3,”Zimmerman, Mr. Leo”,male,29,0,0,315082,7.875,,S
341,1,2,”Navratil, Master. Edmond Roger”,male,2,1,1,230080,26,F2,S
275,1,3,”Healy, Miss. Hanora “”Nora”””,female,NA,0,0,370375,7.75,,Q
479,0,3,”Karlsson, Mr. Nils August”,male,22,0,0,350060,7.5208,,S
441,1,2,”Hart, Mrs. Benjamin (Esther Ada Bloomfield)”,female,45,1,1,F.C.C. 13529,26.25,,S
310,1,1,”Francatelli, Miss. Laura Mabel”,female,30,0,0,PC 17485,56.9292,E36,C
632,0,3,”Lundahl, Mr. Johan Svensson”,male,51,0,0,347743,7.0542,,S
353,0,3,”Elias, Mr. Tannous”,male,15,1,1,2695,7.2292,,C
319,1,1,”Wick, Miss. Mary Natalie”,female,31,0,2,36928,164.8667,C7,S
889,0,3,”Johnston, Miss. Catherine Helen “”Carrie”””,female,NA,1,2,W./C. 6607,23.45,,S
472,0,3,”Cacic, Mr. Luka”,male,38,0,0,315089,8.6625,,S
426,0,3,”Wiseman, Mr. Phillippe”,male,NA,0,0,A/4. 34244,7.25,,S
344,0,2,”Sedgwick, Mr. Charles Frederick Waddington”,male,25,0,0,244361,13,,S
288,0,3,”Naidenoff, Mr. Penko”,male,22,0,0,349206,7.8958,,S
515,0,3,”Coleff, Mr. Satio”,male,24,0,0,349209,7.4958,,S
7,0,1,”McCarthy, Mr. Timothy J”,male,54,0,0,17463,51.8625,E46,S
739,0,3,”Ivanoff, Mr. Kanio”,male,NA,0,0,349201,7.8958,,S
849,0,2,”Harper, Rev. John”,male,28,0,1,248727,33,,S
102,0,3,”Petroff, Mr. Pastcho (“”Pentcho””)”,male,NA,0,0,349215,7.8958,,S
388,1,2,”Buss, Miss. Kate”,female,36,0,0,27849,13,,S
176,0,3,”Klasen, Mr. Klas Albin”,male,18,1,1,350404,7.8542,,S
572,1,1,”Appleton, Mrs. Edward Dale (Charlotte Lamson)”,female,53,2,0,11769,51.4792,C101,S
366,0,3,”Adahl, Mr. Mauritz Nils Martin”,male,30,0,0,C 7076,7.25,,S
443,0,3,”Petterson, Mr. Johan Emil”,male,25,1,0,347076,7.775,,S
58,0,3,”Novel, Mr. Mansouer”,male,28.5,0,0,2697,7.2292,,C
862,0,2,”Giles, Mr. Frederick Edward”,male,21,1,0,28134,11.5,,S
635,0,3,”Skoog, Miss. Mabel”,female,9,3,2,347088,27.9,,S
449,1,3,”Baclini, Miss. Marie Catherine”,female,5,2,1,2666,19.2583,,C
603,0,1,”Harrington, Mr. Charles H”,male,NA,0,0,113796,42.4,,S
639,0,3,”Panula, Mrs. Juha (Maria Emilia Ojala)”,female,41,0,5,3101295,39.6875,,S
486,0,3,”Lefebre, Miss. Jeannie”,female,NA,3,1,4133,25.4667,,S
474,1,2,”Jerwan, Mrs. Amin S (Marie Marthe Thuillard)”,female,23,0,0,SC/AH Basle 541,13.7917,D,C
410,0,3,”Lefebre, Miss. Ida”,female,NA,3,1,4133,25.4667,,S
374,0,1,”Ringhini, Mr. Sante”,male,22,0,0,PC 17760,135.6333,,C
155,0,3,”Olsen, Mr. Ole Martin”,male,NA,0,0,Fa 265302,7.3125,,S
779,0,3,”Kilgannon, Mr. Thomas J”,male,NA,0,0,36865,7.7375,,Q
108,1,3,”Moss, Mr. Albert Johan”,male,NA,0,0,312991,7.775,,S
63,0,1,”Harris, Mr. Henry Birkhardt”,male,45,1,0,36973,83.475,C83,S
626,0,1,”Sutton, Mr. Frederick”,male,61,0,0,36963,32.3208,D50,S
860,0,3,”Razi, Mr. Raihed”,male,NA,0,0,2629,7.2292,,C
417,1,2,”Drew, Mrs. James Vivian (Lulu Thorne Christian)”,female,34,1,1,28220,32.5,,S
717,1,1,”Endres, Miss. Caroline Louise”,female,38,0,0,PC 17757,227.525,C45,C
612,0,3,”Jardin, Mr. Jose Neto”,male,NA,0,0,SOTON/O.Q. 3101305,7.05,,S
580,1,3,”Jussila, Mr. Eiriik”,male,32,0,0,STON/O 2. 3101286,7.925,,S
383,0,3,”Tikkanen, Mr. Juho”,male,32,0,0,STON/O 2. 3101293,7.925,,S
724,0,2,”Hodges, Mr. Henry Price”,male,50,0,0,250643,13,,S
442,0,3,”Hampe, Mr. Leon”,male,20,0,0,345769,9.5,,S
719,0,3,”McEvoy, Mr. Michael”,male,NA,0,0,36568,15.5,,Q
689,0,3,”Fischer, Mr. Eberhard Thelander”,male,18,0,0,350036,7.7958,,S
146,0,2,”Nicholls, Mr. Joseph Charles”,male,19,1,1,C.A. 33112,36.75,,S
92,0,3,”Andreasson, Mr. Paul Edvin”,male,20,0,0,347466,7.8542,,S
26,1,3,”Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)”,female,38,1,5,347077,31.3875,,S
342,1,1,”Fortune, Miss. Alice Elizabeth”,female,24,3,2,19950,263,C23 C25 C27,S
326,1,1,”Young, Miss. Marie Grice”,female,36,0,0,PC 17760,135.6333,C32,C
282,0,3,”Olsson, Mr. Nils Johan Goransson”,male,28,0,0,347464,7.8542,,S
77,0,3,”Staneff, Mr. Ivan”,male,NA,0,0,349208,7.8958,,S
467,0,2,”Campbell, Mr. William”,male,NA,0,0,239853,0,,S
365,0,3,”O’Brien, Mr. Thomas”,male,NA,1,0,370365,15.5,,Q
44,1,2,”Laroche, Miss. Simonne Marie Anne Andree”,female,3,1,2,SC/Paris 2123,41.5792,,C
173,1,3,”Johnson, Miss. Eleanor Ileen”,female,1,1,1,347742,11.1333,,S
5,0,3,”Allen, Mr. William Henry”,male,35,0,0,373450,8.05,,S
751,1,2,”Wells, Miss. Joan”,female,4,1,1,29103,23,,S
256,1,3,”Touma, Mrs. Darwis (Hanne Youssef Razi)”,female,29,0,2,2650,15.2458,,C
24,1,1,”Sloper, Mr. William Thompson”,male,28,0,0,113788,35.5,A6,S
732,0,3,”Hassan, Mr. Houssein G N”,male,11,0,0,2699,18.7875,,C
291,1,1,”Barber, Miss. Ellen “”Nellie”””,female,26,0,0,19877,78.85,,S
272,1,3,”Tornquist, Mr. William Henry”,male,25,0,0,LINE,0,,S
124,1,2,”Webber, Miss. Susan”,female,32.5,0,0,27267,13,E101,S
234,1,3,”Asplund, Miss. Lillian Gertrud”,female,5,4,2,347077,31.3875,,S
738,1,1,”Lesurer, Mr. Gustave J”,male,35,0,0,PC 17755,512.3292,B101,C
607,0,3,”Karaic, Mr. Milan”,male,30,0,0,349246,7.8958,,S
166,1,3,”Goldsmith, Master. Frank John William “”Frankie”””,male,9,0,2,363291,20.525,,S
750,0,3,”Connaghton, Mr. Michael”,male,31,0,0,335097,7.75,,Q
414,0,2,”Cunningham, Mr. Alfred Fleming”,male,NA,0,0,239853,0,,S
583,0,2,”Downton, Mr. William James”,male,54,0,0,28403,26,,S
405,0,3,”Oreskovic, Miss. Marija”,female,20,0,0,315096,8.6625,,S
672,0,1,”Davidson, Mr. Thornton”,male,31,1,0,F.C. 12750,52,B71,S
283,0,3,”de Pelsmaeker, Mr. Alfons”,male,16,0,0,345778,9.5,,S
90,0,3,”Celotti, Mr. Francesco”,male,24,0,0,343275,8.05,,S
406,0,2,”Gale, Mr. Shadrach”,male,34,1,0,28664,21,,S
214,0,2,”Givard, Mr. Hans Kristensen”,male,30,0,0,250646,13,,S
493,0,1,”Molson, Mr. Harry Markland”,male,55,0,0,113787,30.5,C30,S
399,0,2,”Pain, Dr. Alfred”,male,23,0,0,244278,10.5,,S
290,1,3,”Connolly, Miss. Kate”,female,22,0,0,370373,7.75,,Q
64,0,3,”Skoog, Master. Harald”,male,4,3,2,347088,27.9,,S
397,0,3,”Olsson, Miss. Elina”,female,31,0,0,350407,7.8542,,S
437,0,3,”Ford, Miss. Doolina Margaret “”Daisy”””,female,21,2,2,W./C. 6608,34.375,,S
655,0,3,”Hegarty, Miss. Hanora “”Nora”””,female,18,0,0,365226,6.75,,Q
599,0,3,”Boulos, Mr. Hanna”,male,NA,0,0,2664,7.225,,C
698,1,3,”Mullens, Miss. Katherine “”Katie”””,female,NA,0,0,35852,7.7333,,Q
766,1,1,”Hogeboom, Mrs. John C (Anna Andrews)”,female,51,1,0,13502,77.9583,D11,S
345,0,2,”Fox, Mr. Stanley Hubert”,male,36,0,0,229236,13,,S
647,0,3,”Cor, Mr. Liudevit”,male,19,0,0,349231,7.8958,,S
237,0,2,”Hold, Mr. Stephen”,male,44,1,0,26707,26,,S
325,0,3,”Sage, Mr. George John Jr”,male,NA,8,2,CA. 2343,69.55,,S
440,0,2,”Kvillner, Mr. Johan Henrik Johannesson”,male,31,0,0,C.A. 18723,10.5,,S
593,0,3,”Elsbury, Mr. William James”,male,47,0,0,A/5 3902,7.25,,S
529,0,3,”Salonen, Mr. Johan Werner”,male,39,0,0,3101296,7.925,,S
156,0,1,”Williams, Mr. Charles Duane”,male,51,0,1,PC 17597,61.3792,,C
303,0,3,”Johnson, Mr. William Cahoone Jr”,male,19,0,0,LINE,0,,S
163,0,3,”Bengtsson, Mr. John Viktor”,male,26,0,0,347068,7.775,,S
191,1,2,”Pinsky, Mrs. (Rosa)”,female,32,0,0,234604,13,,S
182,0,2,”Pernot, Mr. Rene”,male,NA,0,0,SC/PARIS 2131,15.05,,C
103,0,1,”White, Mr. Richard Frasar”,male,21,0,1,35281,77.2875,D26,S
204,0,3,”Youseff, Mr. Gerious”,male,45.5,0,0,2628,7.225,,C
424,0,3,”Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)”,female,28,1,1,347080,14.4,,S
598,0,3,”Johnson, Mr. Alfred”,male,49,0,0,LINE,0,,S
276,1,1,”Andrews, Miss. Kornelia Theodosia”,female,63,1,0,13502,77.9583,D7,S
575,0,3,”Rush, Mr. Alfred George John”,male,16,0,0,A/4. 20589,8.05,,S
499,0,1,”Allison, Mrs. Hudson J C (Bessie Waldo Daniels)”,female,25,1,2,113781,151.55,C22 C26,S
868,0,1,”Roebling, Mr. Washington Augustus II”,male,31,0,0,PC 17590,50.4958,A24,S
390,1,2,”Lehmann, Miss. Bertha”,female,17,0,0,SC 1748,12,,C
872,1,1,”Beckwith, Mrs. Richard Leonard (Sallie Monypeny)”,female,47,1,1,11751,52.5542,D35,S
551,1,1,”Thayer, Mr. John Borland Jr”,male,17,0,2,17421,110.8833,C70,C
646,1,1,”Harper, Mr. Henry Sleeper”,male,48,1,0,PC 17572,76.7292,D33,C
322,0,3,”Danoff, Mr. Yoto”,male,27,0,0,349219,7.8958,,S
463,0,1,”Gee, Mr. Arthur H”,male,47,0,0,111320,38.5,E63,S
47,0,3,”Lennon, Mr. Denis”,male,NA,1,0,370371,15.5,,Q

PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
1,0,3,”Braund, Mr. Owen Harris”,male,22,1,0,A/5 21171,7.25,,S
2,1,1,”Cumings, Mrs. John Bradley (Florence Briggs Thayer)”,female,38,1,0,PC 17599,71.2833,C85,C
3,1,3,”Heikkinen, Miss. Laina”,female,26,0,0,STON/O2. 3101282,7.925,,S
4,1,1,”Futrelle, Mrs. Jacques Heath (Lily May Peel)”,female,35,1,0,113803,53.1,C123,S
6,0,3,”Moran, Mr. James”,male,NA,0,0,330877,8.4583,,Q
8,0,3,”Palsson, Master. Gosta Leonard”,male,2,3,1,349909,21.075,,S
9,1,3,”Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)”,female,27,0,2,347742,11.1333,,S
10,1,2,”Nasser, Mrs. Nicholas (Adele Achem)”,female,14,1,0,237736,30.0708,,C
11,1,3,”Sandstrom, Miss. Marguerite Rut”,female,4,1,1,PP 9549,16.7,G6,S
14,0,3,”Andersson, Mr. Anders Johan”,male,39,1,5,347082,31.275,,S
15,0,3,”Vestrom, Miss. Hulda Amanda Adolfina”,female,14,0,0,350406,7.8542,,S
16,1,2,”Hewlett, Mrs. (Mary D Kingcome) “,female,55,0,0,248706,16,,S
17,0,3,”Rice, Master. Eugene”,male,2,4,1,382652,29.125,,Q
18,1,2,”Williams, Mr. Charles Eugene”,male,NA,0,0,244373,13,,S
20,1,3,”Masselmani, Mrs. Fatima”,female,NA,0,0,2649,7.225,,C
21,0,2,”Fynney, Mr. Joseph J”,male,35,0,0,239865,26,,S
22,1,2,”Beesley, Mr. Lawrence”,male,34,0,0,248698,13,D56,S
23,1,3,”McGowan, Miss. Anna “”Annie”””,female,15,0,0,330923,8.0292,,Q
25,0,3,”Palsson, Miss. Torborg Danira”,female,8,3,1,349909,21.075,,S
27,0,3,”Emir, Mr. Farred Chehab”,male,NA,0,0,2631,7.225,,C
28,0,1,”Fortune, Mr. Charles Alexander”,male,19,3,2,19950,263,C23 C25 C27,S
29,1,3,”O’Dwyer, Miss. Ellen “”Nellie”””,female,NA,0,0,330959,7.8792,,Q
30,0,3,”Todoroff, Mr. Lalio”,male,NA,0,0,349216,7.8958,,S
31,0,1,”Uruchurtu, Don. Manuel E”,male,40,0,0,PC 17601,27.7208,,C
32,1,1,”Spencer, Mrs. William Augustus (Marie Eugenie)”,female,NA,1,0,PC 17569,146.5208,B78,C
33,1,3,”Glynn, Miss. Mary Agatha”,female,NA,0,0,335677,7.75,,Q
34,0,2,”Wheadon, Mr. Edward H”,male,66,0,0,C.A. 24579,10.5,,S
35,0,1,”Meyer, Mr. Edgar Joseph”,male,28,1,0,PC 17604,82.1708,,C
36,0,1,”Holverson, Mr. Alexander Oskar”,male,42,1,0,113789,52,,S
37,1,3,”Mamee, Mr. Hanna”,male,NA,0,0,2677,7.2292,,C
38,0,3,”Cann, Mr. Ernest Charles”,male,21,0,0,A./5. 2152,8.05,,S
39,0,3,”Vander Planke, Miss. Augusta Maria”,female,18,2,0,345764,18,,S
40,1,3,”Nicola-Yarred, Miss. Jamila”,female,14,1,0,2651,11.2417,,C
41,0,3,”Ahlin, Mrs. Johan (Johanna Persdotter Larsson)”,female,40,1,0,7546,9.475,,S
42,0,2,”Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)”,female,27,1,0,11668,21,,S
43,0,3,”Kraeff, Mr. Theodor”,male,NA,0,0,349253,7.8958,,C
45,1,3,”Devaney, Miss. Margaret Delia”,female,19,0,0,330958,7.8792,,Q
46,0,3,”Rogers, Mr. William John”,male,NA,0,0,S.C./A.4. 23567,8.05,,S
48,1,3,”O’Driscoll, Miss. Bridget”,female,NA,0,0,14311,7.75,,Q
49,0,3,”Samaan, Mr. Youssef”,male,NA,2,0,2662,21.6792,,C
50,0,3,”Arnold-Franchi, Mrs. Josef (Josefine Franchi)”,female,18,1,0,349237,17.8,,S
51,0,3,”Panula, Master. Juha Niilo”,male,7,4,1,3101295,39.6875,,S
52,0,3,”Nosworthy, Mr. Richard Cater”,male,21,0,0,A/4. 39886,7.8,,S
53,1,1,”Harper, Mrs. Henry Sleeper (Myna Haxtun)”,female,49,1,0,PC 17572,76.7292,D33,C
54,1,2,”Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)”,female,29,1,0,2926,26,,S
55,0,1,”Ostby, Mr. Engelhart Cornelius”,male,65,0,1,113509,61.9792,B30,C
56,1,1,”Woolner, Mr. Hugh”,male,NA,0,0,19947,35.5,C52,S
57,1,2,”Rugg, Miss. Emily”,female,21,0,0,C.A. 31026,10.5,,S
59,1,2,”West, Miss. Constance Mirium”,female,5,1,2,C.A. 34651,27.75,,S
60,0,3,”Goodwin, Master. William Frederick”,male,11,5,2,CA 2144,46.9,,S
61,0,3,”Sirayanian, Mr. Orsen”,male,22,0,0,2669,7.2292,,C
62,1,1,”Icard, Miss. Amelie”,female,38,0,0,113572,80,B28,
65,0,1,”Stewart, Mr. Albert A”,male,NA,0,0,PC 17605,27.7208,,C
67,1,2,”Nye, Mrs. (Elizabeth Ramell)”,female,29,0,0,C.A. 29395,10.5,F33,S
68,0,3,”Crease, Mr. Ernest James”,male,19,0,0,S.P. 3464,8.1583,,S
69,1,3,”Andersson, Miss. Erna Alexandra”,female,17,4,2,3101281,7.925,,S
70,0,3,”Kink, Mr. Vincenz”,male,26,2,0,315151,8.6625,,S
71,0,2,”Jenkin, Mr. Stephen Curnow”,male,32,0,0,C.A. 33111,10.5,,S
72,0,3,”Goodwin, Miss. Lillian Amy”,female,16,5,2,CA 2144,46.9,,S
73,0,2,”Hood, Mr. Ambrose Jr”,male,21,0,0,S.O.C. 14879,73.5,,S
74,0,3,”Chronopoulos, Mr. Apostolos”,male,26,1,0,2680,14.4542,,C
76,0,3,”Moen, Mr. Sigurd Hansen”,male,25,0,0,348123,7.65,F G73,S
78,0,3,”Moutal, Mr. Rahamin Haim”,male,NA,0,0,374746,8.05,,S
80,1,3,”Dowdell, Miss. Elizabeth”,female,30,0,0,364516,12.475,,S
83,1,3,”McDermott, Miss. Brigdet Delia”,female,NA,0,0,330932,7.7875,,Q
84,0,1,”Carrau, Mr. Francisco M”,male,28,0,0,113059,47.1,,S
85,1,2,”Ilett, Miss. Bertha”,female,17,0,0,SO/C 14885,10.5,,S
86,1,3,”Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)”,female,33,3,0,3101278,15.85,,S
88,0,3,”Slocovski, Mr. Selman Francis”,male,NA,0,0,SOTON/OQ 392086,8.05,,S
89,1,1,”Fortune, Miss. Mabel Helen”,female,23,3,2,19950,263,C23 C25 C27,S
93,0,1,”Chaffee, Mr. Herbert Fuller”,male,46,1,0,W.E.P. 5734,61.175,E31,S
95,0,3,”Coxon, Mr. Daniel”,male,59,0,0,364500,7.25,,S
96,0,3,”Shorney, Mr. Charles Joseph”,male,NA,0,0,374910,8.05,,S
97,0,1,”Goldschmidt, Mr. George B”,male,71,0,0,PC 17754,34.6542,A5,C
99,1,2,”Doling, Mrs. John T (Ada Julia Bone)”,female,34,0,1,231919,23,,S
100,0,2,”Kantor, Mr. Sinai”,male,34,1,0,244367,26,,S
104,0,3,”Johansson, Mr. Gustaf Joel”,male,33,0,0,7540,8.6542,,S
105,0,3,”Gustafsson, Mr. Anders Vilhelm”,male,37,2,0,3101276,7.925,,S
107,1,3,”Salkjelsvik, Miss. Anna Kristine”,female,21,0,0,343120,7.65,,S
111,0,1,”Porter, Mr. Walter Chamberlain”,male,47,0,0,110465,52,C110,S
112,0,3,”Zabour, Miss. Hileni”,female,14.5,1,0,2665,14.4542,,C
113,0,3,”Barton, Mr. David John”,male,22,0,0,324669,8.05,,S
114,0,3,”Jussila, Miss. Katriina”,female,20,1,0,4136,9.825,,S
115,0,3,”Attalah, Miss. Malake”,female,17,0,0,2627,14.4583,,C
116,0,3,”Pekoniemi, Mr. Edvard”,male,21,0,0,STON/O 2. 3101294,7.925,,S
117,0,3,”Connors, Mr. Patrick”,male,70.5,0,0,370369,7.75,,Q
118,0,2,”Turpin, Mr. William John Robert”,male,29,1,0,11668,21,,S
119,0,1,”Baxter, Mr. Quigg Edmond”,male,24,0,1,PC 17558,247.5208,B58 B60,C
120,0,3,”Andersson, Miss. Ellis Anna Maria”,female,2,4,2,347082,31.275,,S
121,0,2,”Hickman, Mr. Stanley George”,male,21,2,0,S.O.C. 14879,73.5,,S
122,0,3,”Moore, Mr. Leonard Charles”,male,NA,0,0,A4. 54510,8.05,,S
123,0,2,”Nasser, Mr. Nicholas”,male,32.5,1,0,237736,30.0708,,C
126,1,3,”Nicola-Yarred, Master. Elias”,male,12,1,0,2651,11.2417,,C
127,0,3,”McMahon, Mr. Martin”,male,NA,0,0,370372,7.75,,Q
129,1,3,”Peter, Miss. Anna”,female,NA,1,1,2668,22.3583,F E69,C
131,0,3,”Drazenoic, Mr. Jozef”,male,33,0,0,349241,7.8958,,C
132,0,3,”Coelho, Mr. Domingos Fernandeo”,male,20,0,0,SOTON/O.Q. 3101307,7.05,,S
133,0,3,”Robins, Mrs. Alexander A (Grace Charity Laury)”,female,47,1,0,A/5. 3337,14.5,,S
134,1,2,”Weisz, Mrs. Leopold (Mathilde Francoise Pede)”,female,29,1,0,228414,26,,S
135,0,2,”Sobey, Mr. Samuel James Hayden”,male,25,0,0,C.A. 29178,13,,S
136,0,2,”Richard, Mr. Emile”,male,23,0,0,SC/PARIS 2133,15.0458,,C
139,0,3,”Osen, Mr. Olaf Elon”,male,16,0,0,7534,9.2167,,S
140,0,1,”Giglio, Mr. Victor”,male,24,0,0,PC 17593,79.2,B86,C
142,1,3,”Nysten, Miss. Anna Sofia”,female,22,0,0,347081,7.75,,S
144,0,3,”Burke, Mr. Jeremiah”,male,19,0,0,365222,6.75,,Q
145,0,2,”Andrew, Mr. Edgardo Samuel”,male,18,0,0,231945,11.5,,S
147,1,3,”Andersson, Mr. August Edvard (“”Wennerstrom””)”,male,27,0,0,350043,7.7958,,S
148,0,3,”Ford, Miss. Robina Maggie “”Ruby”””,female,9,2,2,W./C. 6608,34.375,,S
150,0,2,”Byles, Rev. Thomas Roussel Davids”,male,42,0,0,244310,13,,S
152,1,1,”Pears, Mrs. Thomas (Edith Wearne)”,female,22,1,0,113776,66.6,C2,S
154,0,3,”van Billiard, Mr. Austin Blyler”,male,40.5,0,2,A/5. 851,14.5,,S
158,0,3,”Corn, Mr. Harry”,male,30,0,0,SOTON/OQ 392090,8.05,,S
159,0,3,”Smiljanic, Mr. Mile”,male,NA,0,0,315037,8.6625,,S
160,0,3,”Sage, Master. Thomas Henry”,male,NA,8,2,CA. 2343,69.55,,S
161,0,3,”Cribb, Mr. John Hatfield”,male,44,0,1,371362,16.1,,S
162,1,2,”Watt, Mrs. James (Elizabeth “”Bessie”” Inglis Milne)”,female,40,0,0,C.A. 33595,15.75,,S
164,0,3,”Calic, Mr. Jovo”,male,17,0,0,315093,8.6625,,S
165,0,3,”Panula, Master. Eino Viljami”,male,1,4,1,3101295,39.6875,,S
167,1,1,”Chibnall, Mrs. (Edith Martha Bowerman)”,female,NA,0,1,113505,55,E33,S
168,0,3,”Skoog, Mrs. William (Anna Bernhardina Karlsson)”,female,45,1,4,347088,27.9,,S
169,0,1,”Baumann, Mr. John D”,male,NA,0,0,PC 17318,25.925,,S
170,0,3,”Ling, Mr. Lee”,male,28,0,0,1601,56.4958,,S
171,0,1,”Van der hoef, Mr. Wyckoff”,male,61,0,0,111240,33.5,B19,S
172,0,3,”Rice, Master. Arthur”,male,4,4,1,382652,29.125,,Q
174,0,3,”Sivola, Mr. Antti Wilhelm”,male,21,0,0,STON/O 2. 3101280,7.925,,S
175,0,1,”Smith, Mr. James Clinch”,male,56,0,0,17764,30.6958,A7,C
177,0,3,”Lefebre, Master. Henry Forbes”,male,NA,3,1,4133,25.4667,,S
178,0,1,”Isham, Miss. Ann Elizabeth”,female,50,0,0,PC 17595,28.7125,C49,C
181,0,3,”Sage, Miss. Constance Gladys”,female,NA,8,2,CA. 2343,69.55,,S
183,0,3,”Asplund, Master. Clarence Gustaf Hugo”,male,9,4,2,347077,31.3875,,S
184,1,2,”Becker, Master. Richard F”,male,1,2,1,230136,39,F4,S
185,1,3,”Kink-Heilmann, Miss. Luise Gretchen”,female,4,0,2,315153,22.025,,S
187,1,3,”O’Brien, Mrs. Thomas (Johanna “”Hannah”” Godfrey)”,female,NA,1,0,370365,15.5,,Q
190,0,3,”Turcin, Mr. Stjepan”,male,36,0,0,349247,7.8958,,S
192,0,2,”Carbines, Mr. William”,male,19,0,0,28424,13,,S
194,1,2,”Navratil, Master. Michel M”,male,3,1,1,230080,26,F2,S
195,1,1,”Brown, Mrs. James Joseph (Margaret Tobin)”,female,44,0,0,PC 17610,27.7208,B4,C
197,0,3,”Mernagh, Mr. Robert”,male,NA,0,0,368703,7.75,,Q
198,0,3,”Olsen, Mr. Karl Siegwart Andreas”,male,42,0,1,4579,8.4042,,S
200,0,2,”Yrois, Miss. Henriette (“”Mrs Harbeck””)”,female,24,0,0,248747,13,,S
201,0,3,”Vande Walle, Mr. Nestor Cyriel”,male,28,0,0,345770,9.5,,S
203,0,3,”Johanson, Mr. Jakob Alfred”,male,34,0,0,3101264,6.4958,,S
205,1,3,”Cohen, Mr. Gurshon “”Gus”””,male,18,0,0,A/5 3540,8.05,,S
206,0,3,”Strom, Miss. Telma Matilda”,female,2,0,1,347054,10.4625,G6,S
207,0,3,”Backstrom, Mr. Karl Alfred”,male,32,1,0,3101278,15.85,,S
208,1,3,”Albimona, Mr. Nassef Cassem”,male,26,0,0,2699,18.7875,,C
210,1,1,”Blank, Mr. Henry”,male,40,0,0,112277,31,A31,C
211,0,3,”Ali, Mr. Ahmed”,male,24,0,0,SOTON/O.Q. 3101311,7.05,,S
213,0,3,”Perkin, Mr. John Henry”,male,22,0,0,A/5 21174,7.25,,S
215,0,3,”Kiernan, Mr. Philip”,male,NA,1,0,367229,7.75,,Q
217,1,3,”Honkanen, Miss. Eliina”,female,27,0,0,STON/O2. 3101283,7.925,,S
218,0,2,”Jacobsohn, Mr. Sidney Samuel”,male,42,1,0,243847,27,,S
219,1,1,”Bazzani, Miss. Albina”,female,32,0,0,11813,76.2917,D15,C
220,0,2,”Harris, Mr. Walter”,male,30,0,0,W/C 14208,10.5,,S
221,1,3,”Sunderland, Mr. Victor Francis”,male,16,0,0,SOTON/OQ 392089,8.05,,S
222,0,2,”Bracken, Mr. James H”,male,27,0,0,220367,13,,S
223,0,3,”Green, Mr. George Henry”,male,51,0,0,21440,8.05,,S
224,0,3,”Nenkoff, Mr. Christo”,male,NA,0,0,349234,7.8958,,S
225,1,1,”Hoyt, Mr. Frederick Maxfield”,male,38,1,0,19943,90,C93,S
226,0,3,”Berglund, Mr. Karl Ivar Sven”,male,22,0,0,PP 4348,9.35,,S
227,1,2,”Mellors, Mr. William John”,male,19,0,0,SW/PP 751,10.5,,S
228,0,3,”Lovell, Mr. John Hall (“”Henry””)”,male,20.5,0,0,A/5 21173,7.25,,S
229,0,2,”Fahlstrom, Mr. Arne Jonas”,male,18,0,0,236171,13,,S
231,1,1,”Harris, Mrs. Henry Birkhardt (Irene Wallach)”,female,35,1,0,36973,83.475,C83,S
233,0,2,”Sjostedt, Mr. Ernst Adolf”,male,59,0,0,237442,13.5,,S
236,0,3,”Harknett, Miss. Alice Phoebe”,female,NA,0,0,W./C. 6609,7.55,,S
238,1,2,”Collyer, Miss. Marjorie “”Lottie”””,female,8,0,2,C.A. 31921,26.25,,S
239,0,2,”Pengelly, Mr. Frederick William”,male,19,0,0,28665,10.5,,S
240,0,2,”Hunt, Mr. George Henry”,male,33,0,0,SCO/W 1585,12.275,,S
241,0,3,”Zabour, Miss. Thamine”,female,NA,1,0,2665,14.4542,,C
242,1,3,”Murphy, Miss. Katherine “”Kate”””,female,NA,1,0,367230,15.5,,Q
244,0,3,”Maenpaa, Mr. Matti Alexanteri”,male,22,0,0,STON/O 2. 3101275,7.125,,S
245,0,3,”Attalah, Mr. Sleiman”,male,30,0,0,2694,7.225,,C
246,0,1,”Minahan, Dr. William Edward”,male,44,2,0,19928,90,C78,Q
247,0,3,”Lindahl, Miss. Agda Thorilda Viktoria”,female,25,0,0,347071,7.775,,S
248,1,2,”Hamalainen, Mrs. William (Anna)”,female,24,0,2,250649,14.5,,S
249,1,1,”Beckwith, Mr. Richard Leonard”,male,37,1,1,11751,52.5542,D35,S
250,0,2,”Carter, Rev. Ernest Courtenay”,male,54,1,0,244252,26,,S
251,0,3,”Reed, Mr. James George”,male,NA,0,0,362316,7.25,,S
253,0,1,”Stead, Mr. William Thomas”,male,62,0,0,113514,26.55,C87,S
254,0,3,”Lobb, Mr. William Arthur”,male,30,1,0,A/5. 3336,16.1,,S
255,0,3,”Rosblom, Mrs. Viktor (Helena Wilhelmina)”,female,41,0,2,370129,20.2125,,S
257,1,1,”Thorne, Mrs. Gertrude Maybelle”,female,NA,0,0,PC 17585,79.2,,C
258,1,1,”Cherry, Miss. Gladys”,female,30,0,0,110152,86.5,B77,S
264,0,1,”Harrison, Mr. William”,male,40,0,0,112059,0,B94,S
265,0,3,”Henry, Miss. Delia”,female,NA,0,0,382649,7.75,,Q
266,0,2,”Reeves, Mr. David”,male,36,0,0,C.A. 17248,10.5,,S
268,1,3,”Persson, Mr. Ernst Ulrik”,male,25,1,0,347083,7.775,,S
269,1,1,”Graham, Mrs. William Thompson (Edith Junkins)”,female,58,0,1,PC 17582,153.4625,C125,S
270,1,1,”Bissette, Miss. Amelia”,female,35,0,0,PC 17760,135.6333,C99,S
271,0,1,”Cairns, Mr. Alexander”,male,NA,0,0,113798,31,,S
273,1,2,”Mellinger, Mrs. (Elizabeth Anne Maidment)”,female,41,0,1,250644,19.5,,S
277,0,3,”Lindblom, Miss. Augusta Charlotta”,female,45,0,0,347073,7.75,,S
278,0,2,”Parkes, Mr. Francis “”Frank”””,male,NA,0,0,239853,0,,S
279,0,3,”Rice, Master. Eric”,male,7,4,1,382652,29.125,,Q
280,1,3,”Abbott, Mrs. Stanton (Rosa Hunt)”,female,35,1,1,C.A. 2673,20.25,,S
281,0,3,”Duane, Mr. Frank”,male,65,0,0,336439,7.75,,Q
284,1,3,”Dorking, Mr. Edward Arthur”,male,19,0,0,A/5. 10482,8.05,,S
285,0,1,”Smith, Mr. Richard William”,male,NA,0,0,113056,26,A19,S
286,0,3,”Stankovic, Mr. Ivan”,male,33,0,0,349239,8.6625,,C
287,1,3,”de Mulder, Mr. Theodore”,male,30,0,0,345774,9.5,,S
289,1,2,”Hosono, Mr. Masabumi”,male,42,0,0,237798,13,,S
292,1,1,”Bishop, Mrs. Dickinson H (Helen Walton)”,female,19,1,0,11967,91.0792,B49,C
293,0,2,”Levy, Mr. Rene Jacques”,male,36,0,0,SC/Paris 2163,12.875,D,C
294,0,3,”Haas, Miss. Aloisia”,female,24,0,0,349236,8.85,,S
295,0,3,”Mineff, Mr. Ivan”,male,24,0,0,349233,7.8958,,S
296,0,1,”Lewy, Mr. Ervin G”,male,NA,0,0,PC 17612,27.7208,,C
297,0,3,”Hanna, Mr. Mansour”,male,23.5,0,0,2693,7.2292,,C
298,0,1,”Allison, Miss. Helen Loraine”,female,2,1,2,113781,151.55,C22 C26,S
299,1,1,”Saalfeld, Mr. Adolphe”,male,NA,0,0,19988,30.5,C106,S
300,1,1,”Baxter, Mrs. James (Helene DeLaudeniere Chaput)”,female,50,0,1,PC 17558,247.5208,B58 B60,C
301,1,3,”Kelly, Miss. Anna Katherine “”Annie Kate”””,female,NA,0,0,9234,7.75,,Q
302,1,3,”McCoy, Mr. Bernard”,male,NA,2,0,367226,23.25,,Q
304,1,2,”Keane, Miss. Nora A”,female,NA,0,0,226593,12.35,E101,Q
305,0,3,”Williams, Mr. Howard Hugh “”Harry”””,male,NA,0,0,A/5 2466,8.05,,S
306,1,1,”Allison, Master. Hudson Trevor”,male,0.92,1,2,113781,151.55,C22 C26,S
308,1,1,”Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)”,female,17,1,0,PC 17758,108.9,C65,C
309,0,2,”Abelson, Mr. Samuel”,male,30,1,0,P/PP 3381,24,,C
311,1,1,”Hays, Miss. Margaret Bechstein”,female,24,0,0,11767,83.1583,C54,C
312,1,1,”Ryerson, Miss. Emily Borie”,female,18,2,2,PC 17608,262.375,B57 B59 B63 B66,C
313,0,2,”Lahtinen, Mrs. William (Anna Sylfven)”,female,26,1,1,250651,26,,S
314,0,3,”Hendekovic, Mr. Ignjac”,male,28,0,0,349243,7.8958,,S
315,0,2,”Hart, Mr. Benjamin”,male,43,1,1,F.C.C. 13529,26.25,,S
317,1,2,”Kantor, Mrs. Sinai (Miriam Sternin)”,female,24,1,0,244367,26,,S
318,0,2,”Moraweck, Dr. Ernest”,male,54,0,0,29011,14,,S
320,1,1,”Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)”,female,40,1,1,16966,134.5,E34,C
321,0,3,”Dennis, Mr. Samuel”,male,22,0,0,A/5 21172,7.25,,S
323,1,2,”Slayter, Miss. Hilda Mary”,female,30,0,0,234818,12.35,,Q
324,1,2,”Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)”,female,22,1,1,248738,29,,S
328,1,2,”Ball, Mrs. (Ada E Hall)”,female,36,0,0,28551,13,D,S
333,0,1,”Graham, Mr. George Edward”,male,38,0,1,PC 17582,153.4625,C91,S
334,0,3,”Vander Planke, Mr. Leo Edmondus”,male,16,2,0,345764,18,,S
335,1,1,”Frauenthal, Mrs. Henry William (Clara Heinsheimer)”,female,NA,1,0,PC 17611,133.65,,S
336,0,3,”Denkoff, Mr. Mitto”,male,NA,0,0,349225,7.8958,,S
337,0,1,”Pears, Mr. Thomas Clinton”,male,29,1,0,113776,66.6,C2,S
338,1,1,”Burns, Miss. Elizabeth Margaret”,female,41,0,0,16966,134.5,E40,C
339,1,3,”Dahl, Mr. Karl Edwart”,male,45,0,0,7598,8.05,,S
340,0,1,”Blackwell, Mr. Stephen Weart”,male,45,0,0,113784,35.5,T,S
343,0,2,”Collander, Mr. Erik Gustaf”,male,28,0,0,248740,13,,S
346,1,2,”Brown, Miss. Amelia “”Mildred”””,female,24,0,0,248733,13,F33,S
347,1,2,”Smith, Miss. Marion Elsie”,female,40,0,0,31418,13,,S
348,1,3,”Davison, Mrs. Thomas Henry (Mary E Finck)”,female,NA,1,0,386525,16.1,,S
349,1,3,”Coutts, Master. William Loch “”William”””,male,3,1,1,C.A. 37671,15.9,,S
350,0,3,”Dimic, Mr. Jovan”,male,42,0,0,315088,8.6625,,S
351,0,3,”Odahl, Mr. Nils Martin”,male,23,0,0,7267,9.225,,S
354,0,3,”Arnold-Franchi, Mr. Josef”,male,25,1,0,349237,17.8,,S
356,0,3,”Vanden Steen, Mr. Leo Peter”,male,28,0,0,345783,9.5,,S
357,1,1,”Bowerman, Miss. Elsie Edith”,female,22,0,1,113505,55,E33,S
359,1,3,”McGovern, Miss. Mary”,female,NA,0,0,330931,7.8792,,Q
360,1,3,”Mockler, Miss. Helen Mary “”Ellie”””,female,NA,0,0,330980,7.8792,,Q
361,0,3,”Skoog, Mr. Wilhelm”,male,40,1,4,347088,27.9,,S
362,0,2,”del Carlo, Mr. Sebastiano”,male,29,1,0,SC/PARIS 2167,27.7208,,C
367,1,1,”Warren, Mrs. Frank Manley (Anna Sophia Atkinson)”,female,60,1,0,110813,75.25,D37,C
368,1,3,”Moussa, Mrs. (Mantoura Boulos)”,female,NA,0,0,2626,7.2292,,C
369,1,3,”Jermyn, Miss. Annie”,female,NA,0,0,14313,7.75,,Q
370,1,1,”Aubart, Mme. Leontine Pauline”,female,24,0,0,PC 17477,69.3,B35,C
371,1,1,”Harder, Mr. George Achilles”,male,25,1,0,11765,55.4417,E50,C
372,0,3,”Wiklund, Mr. Jakob Alfred”,male,18,1,0,3101267,6.4958,,S
373,0,3,”Beavan, Mr. William Thomas”,male,19,0,0,323951,8.05,,S
375,0,3,”Palsson, Miss. Stina Viola”,female,3,3,1,349909,21.075,,S
377,1,3,”Landergren, Miss. Aurora Adelia”,female,22,0,0,C 7077,7.25,,S
379,0,3,”Betros, Mr. Tannous”,male,20,0,0,2648,4.0125,,C
380,0,3,”Gustafsson, Mr. Karl Gideon”,male,19,0,0,347069,7.775,,S
381,1,1,”Bidois, Miss. Rosalie”,female,42,0,0,PC 17757,227.525,,C
382,1,3,”Nakid, Miss. Maria (“”Mary””)”,female,1,0,2,2653,15.7417,,C
384,1,1,”Holverson, Mrs. Alexander Oskar (Mary Aline Towner)”,female,35,1,0,113789,52,,S
385,0,3,”Plotcharsky, Mr. Vasil”,male,NA,0,0,349227,7.8958,,S
386,0,2,”Davies, Mr. Charles Henry”,male,18,0,0,S.O.C. 14879,73.5,,S
387,0,3,”Goodwin, Master. Sidney Leonard”,male,1,5,2,CA 2144,46.9,,S
389,0,3,”Sadlier, Mr. Matthew”,male,NA,0,0,367655,7.7292,,Q
391,1,1,”Carter, Mr. William Ernest”,male,36,1,2,113760,120,B96 B98,S
392,1,3,”Jansson, Mr. Carl Olof”,male,21,0,0,350034,7.7958,,S
393,0,3,”Gustafsson, Mr. Johan Birger”,male,28,2,0,3101277,7.925,,S
395,1,3,”Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)”,female,24,0,2,PP 9549,16.7,G6,S
396,0,3,”Johansson, Mr. Erik”,male,22,0,0,350052,7.7958,,S
398,0,2,”McKane, Mr. Peter David”,male,46,0,0,28403,26,,S
402,0,3,”Adams, Mr. John”,male,26,0,0,341826,8.05,,S
403,0,3,”Jussila, Miss. Mari Aina”,female,21,1,0,4137,9.825,,S
404,0,3,”Hakkarainen, Mr. Pekka Pietari”,male,28,1,0,STON/O2. 3101279,15.85,,S
407,0,3,”Widegren, Mr. Carl/Charles Peter”,male,51,0,0,347064,7.75,,S
408,1,2,”Richards, Master. William Rowe”,male,3,1,1,29106,18.75,,S
409,0,3,”Birkeland, Mr. Hans Martin Monsen”,male,21,0,0,312992,7.775,,S
411,0,3,”Sdycoff, Mr. Todor”,male,NA,0,0,349222,7.8958,,S
412,0,3,”Hart, Mr. Henry”,male,NA,0,0,394140,6.8583,,Q
413,1,1,”Minahan, Miss. Daisy E”,female,33,1,0,19928,90,C78,Q
415,1,3,”Sundman, Mr. Johan Julian”,male,44,0,0,STON/O 2. 3101269,7.925,,S
418,1,2,”Silven, Miss. Lyyli Karoliina”,female,18,0,2,250652,13,,S
419,0,2,”Matthews, Mr. William John”,male,30,0,0,28228,13,,S
420,0,3,”Van Impe, Miss. Catharina”,female,10,0,2,345773,24.15,,S
421,0,3,”Gheorgheff, Mr. Stanio”,male,NA,0,0,349254,7.8958,,C
422,0,3,”Charters, Mr. David”,male,21,0,0,A/5. 13032,7.7333,,Q
425,0,3,”Rosblom, Mr. Viktor Richard”,male,18,1,1,370129,20.2125,,S
427,1,2,”Clarke, Mrs. Charles V (Ada Maria Winfield)”,female,28,1,0,2003,26,,S
428,1,2,”Phillips, Miss. Kate Florence (“”Mrs Kate Louise Phillips Marshall””)”,female,19,0,0,250655,26,,S
429,0,3,”Flynn, Mr. James”,male,NA,0,0,364851,7.75,,Q
430,1,3,”Pickard, Mr. Berk (Berk Trembisky)”,male,32,0,0,SOTON/O.Q. 392078,8.05,E10,S
431,1,1,”Bjornstrom-Steffansson, Mr. Mauritz Hakan”,male,28,0,0,110564,26.55,C52,S
432,1,3,”Thorneycroft, Mrs. Percival (Florence Kate White)”,female,NA,1,0,376564,16.1,,S
433,1,2,”Louch, Mrs. Charles Alexander (Alice Adelaide Slow)”,female,42,1,0,SC/AH 3085,26,,S
434,0,3,”Kallio, Mr. Nikolai Erland”,male,17,0,0,STON/O 2. 3101274,7.125,,S
435,0,1,”Silvey, Mr. William Baird”,male,50,1,0,13507,55.9,E44,S
436,1,1,”Carter, Miss. Lucile Polk”,female,14,1,2,113760,120,B96 B98,S
444,1,2,”Reynaldo, Ms. Encarnacion”,female,28,0,0,230434,13,,S
445,1,3,”Johannesen-Bratthammer, Mr. Bernt”,male,NA,0,0,65306,8.1125,,S
448,1,1,”Seward, Mr. Frederic Kimber”,male,34,0,0,113794,26.55,,S
451,0,2,”West, Mr. Edwy Arthur”,male,36,1,2,C.A. 34651,27.75,,S
453,0,1,”Foreman, Mr. Benjamin Laventall”,male,30,0,0,113051,27.75,C111,C
454,1,1,”Goldenberg, Mr. Samuel L”,male,49,1,0,17453,89.1042,C92,C
455,0,3,”Peduzzi, Mr. Joseph”,male,NA,0,0,A/5 2817,8.05,,S
456,1,3,”Jalsevac, Mr. Ivan”,male,29,0,0,349240,7.8958,,C
457,0,1,”Millet, Mr. Francis Davis”,male,65,0,0,13509,26.55,E38,S
458,1,1,”Kenyon, Mrs. Frederick R (Marion)”,female,NA,1,0,17464,51.8625,D21,S
459,1,2,”Toomey, Miss. Ellen”,female,50,0,0,F.C.C. 13531,10.5,,S
460,0,3,”O’Connor, Mr. Maurice”,male,NA,0,0,371060,7.75,,Q
461,1,1,”Anderson, Mr. Harry”,male,48,0,0,19952,26.55,E12,S
462,0,3,”Morley, Mr. William”,male,34,0,0,364506,8.05,,S
464,0,2,”Milling, Mr. Jacob Christian”,male,48,0,0,234360,13,,S
465,0,3,”Maisner, Mr. Simon”,male,NA,0,0,A/S 2816,8.05,,S
466,0,3,”Goncalves, Mr. Manuel Estanslas”,male,38,0,0,SOTON/O.Q. 3101306,7.05,,S
468,0,1,”Smart, Mr. John Montgomery”,male,56,0,0,113792,26.55,,S
469,0,3,”Scanlan, Mr. James”,male,NA,0,0,36209,7.725,,Q
470,1,3,”Baclini, Miss. Helene Barbara”,female,0.75,2,1,2666,19.2583,,C
471,0,3,”Keefe, Mr. Arthur”,male,NA,0,0,323592,7.25,,S
473,1,2,”West, Mrs. Edwy Arthur (Ada Mary Worth)”,female,33,1,2,C.A. 34651,27.75,,S
476,0,1,”Clifford, Mr. George Quincy”,male,NA,0,0,110465,52,A14,S
477,0,2,”Renouf, Mr. Peter Henry”,male,34,1,0,31027,21,,S
478,0,3,”Braund, Mr. Lewis Richard”,male,29,1,0,3460,7.0458,,S
481,0,3,”Goodwin, Master. Harold Victor”,male,9,5,2,CA 2144,46.9,,S
482,0,2,”Frost, Mr. Anthony Wood “”Archie”””,male,NA,0,0,239854,0,,S
483,0,3,”Rouse, Mr. Richard Henry”,male,50,0,0,A/5 3594,8.05,,S
489,0,3,”Somerton, Mr. Francis William”,male,30,0,0,A.5. 18509,8.05,,S
491,0,3,”Hagland, Mr. Konrad Mathias Reiersen”,male,NA,1,0,65304,19.9667,,S
492,0,3,”Windelov, Mr. Einar”,male,21,0,0,SOTON/OQ 3101317,7.25,,S
494,0,1,”Artagaveytia, Mr. Ramon”,male,71,0,0,PC 17609,49.5042,,C
496,0,3,”Yousseff, Mr. Gerious”,male,NA,0,0,2627,14.4583,,C
497,1,1,”Eustis, Miss. Elizabeth Mussey”,female,54,1,0,36947,78.2667,D20,C
500,0,3,”Svensson, Mr. Olof”,male,24,0,0,350035,7.7958,,S
501,0,3,”Calic, Mr. Petar”,male,17,0,0,315086,8.6625,,S
502,0,3,”Canavan, Miss. Mary”,female,21,0,0,364846,7.75,,Q
503,0,3,”O’Sullivan, Miss. Bridget Mary”,female,NA,0,0,330909,7.6292,,Q
504,0,3,”Laitinen, Miss. Kristina Sofia”,female,37,0,0,4135,9.5875,,S
506,0,1,”Penasco y Castellana, Mr. Victor de Satode”,male,18,1,0,PC 17758,108.9,C65,C
507,1,2,”Quick, Mrs. Frederick Charles (Jane Richards)”,female,33,0,2,26360,26,,S
508,1,1,”Bradley, Mr. George (“”George Arthur Brayton””)”,male,NA,0,0,111427,26.55,,S
510,1,3,”Lang, Mr. Fang”,male,26,0,0,1601,56.4958,,S
511,1,3,”Daly, Mr. Eugene Patrick”,male,29,0,0,382651,7.75,,Q
512,0,3,”Webber, Mr. James”,male,NA,0,0,SOTON/OQ 3101316,8.05,,S
513,1,1,”McGough, Mr. James Robert”,male,36,0,0,PC 17473,26.2875,E25,S
514,1,1,”Rothschild, Mrs. Martin (Elizabeth L. Barrett)”,female,54,1,0,PC 17603,59.4,,C
516,0,1,”Walker, Mr. William Anderson”,male,47,0,0,36967,34.0208,D46,S
517,1,2,”Lemore, Mrs. (Amelia Milley)”,female,34,0,0,C.A. 34260,10.5,F33,S
518,0,3,”Ryan, Mr. Patrick”,male,NA,0,0,371110,24.15,,Q
519,1,2,”Angle, Mrs. William A (Florence “”Mary”” Agnes Hughes)”,female,36,1,0,226875,26,,S
520,0,3,”Pavlovic, Mr. Stefo”,male,32,0,0,349242,7.8958,,S
521,1,1,”Perreault, Miss. Anne”,female,30,0,0,12749,93.5,B73,S
523,0,3,”Lahoud, Mr. Sarkis”,male,NA,0,0,2624,7.225,,C
524,1,1,”Hippach, Mrs. Louis Albert (Ida Sophia Fischer)”,female,44,0,1,111361,57.9792,B18,C
526,0,3,”Farrell, Mr. James”,male,40.5,0,0,367232,7.75,,Q
528,0,1,”Farthing, Mr. John”,male,NA,0,0,PC 17483,221.7792,C95,S
530,0,2,”Hocking, Mr. Richard George”,male,23,2,1,29104,11.5,,S
534,1,3,”Peter, Mrs. Catherine (Catherine Rizk)”,female,NA,0,2,2668,22.3583,,C
535,0,3,”Cacic, Miss. Marija”,female,30,0,0,315084,8.6625,,S
536,1,2,”Hart, Miss. Eva Miriam”,female,7,0,2,F.C.C. 13529,26.25,,S
538,1,1,”LeRoy, Miss. Bertha”,female,30,0,0,PC 17761,106.425,,C
539,0,3,”Risien, Mr. Samuel Beard”,male,NA,0,0,364498,14.5,,S
541,1,1,”Crosby, Miss. Harriet R”,female,36,0,2,WE/P 5735,71,B22,S
542,0,3,”Andersson, Miss. Ingeborg Constanzia”,female,9,4,2,347082,31.275,,S
544,1,2,”Beane, Mr. Edward”,male,32,1,0,2908,26,,S
545,0,1,”Douglas, Mr. Walter Donald”,male,50,1,0,PC 17761,106.425,C86,C
547,1,2,”Beane, Mrs. Edward (Ethel Clarke)”,female,19,1,0,2908,26,,S
548,1,2,”Padro y Manent, Mr. Julian”,male,NA,0,0,SC/PARIS 2146,13.8625,,C
549,0,3,”Goldsmith, Mr. Frank John”,male,33,1,1,363291,20.525,,S
550,1,2,”Davies, Master. John Morgan Jr”,male,8,1,1,C.A. 33112,36.75,,S
552,0,2,”Sharp, Mr. Percival James R”,male,27,0,0,244358,26,,S
553,0,3,”O’Brien, Mr. Timothy”,male,NA,0,0,330979,7.8292,,Q
554,1,3,”Leeni, Mr. Fahim (“”Philip Zenni””)”,male,22,0,0,2620,7.225,,C
555,1,3,”Ohman, Miss. Velin”,female,22,0,0,347085,7.775,,S
557,1,1,”Duff Gordon, Lady. (Lucille Christiana Sutherland) (“”Mrs Morgan””)”,female,48,1,0,11755,39.6,A16,C
558,0,1,”Robbins, Mr. Victor”,male,NA,0,0,PC 17757,227.525,,C
559,1,1,”Taussig, Mrs. Emil (Tillie Mandelbaum)”,female,39,1,1,110413,79.65,E67,S
560,1,3,”de Messemaeker, Mrs. Guillaume Joseph (Emma)”,female,36,1,0,345572,17.4,,S
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562,0,3,”Sivic, Mr. Husein”,male,40,0,0,349251,7.8958,,S
563,0,2,”Norman, Mr. Robert Douglas”,male,28,0,0,218629,13.5,,S
564,0,3,”Simmons, Mr. John”,male,NA,0,0,SOTON/OQ 392082,8.05,,S
565,0,3,”Meanwell, Miss. (Marion Ogden)”,female,NA,0,0,SOTON/O.Q. 392087,8.05,,S
566,0,3,”Davies, Mr. Alfred J”,male,24,2,0,A/4 48871,24.15,,S
567,0,3,”Stoytcheff, Mr. Ilia”,male,19,0,0,349205,7.8958,,S
569,0,3,”Doharr, Mr. Tannous”,male,NA,0,0,2686,7.2292,,C
570,1,3,”Jonsson, Mr. Carl”,male,32,0,0,350417,7.8542,,S
571,1,2,”Harris, Mr. George”,male,62,0,0,S.W./PP 752,10.5,,S
574,1,3,”Kelly, Miss. Mary”,female,NA,0,0,14312,7.75,,Q
576,0,3,”Patchett, Mr. George”,male,19,0,0,358585,14.5,,S
577,1,2,”Garside, Miss. Ethel”,female,34,0,0,243880,13,,S
578,1,1,”Silvey, Mrs. William Baird (Alice Munger)”,female,39,1,0,13507,55.9,E44,S
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582,1,1,”Thayer, Mrs. John Borland (Marian Longstreth Morris)”,female,39,1,1,17421,110.8833,C68,C
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585,0,3,”Paulner, Mr. Uscher”,male,NA,0,0,3411,8.7125,,C
587,0,2,”Jarvis, Mr. John Denzil”,male,47,0,0,237565,15,,S
588,1,1,”Frolicher-Stehli, Mr. Maxmillian”,male,60,1,1,13567,79.2,B41,C
589,0,3,”Gilinski, Mr. Eliezer”,male,22,0,0,14973,8.05,,S
590,0,3,”Murdlin, Mr. Joseph”,male,NA,0,0,A./5. 3235,8.05,,S
591,0,3,”Rintamaki, Mr. Matti”,male,35,0,0,STON/O 2. 3101273,7.125,,S
592,1,1,”Stephenson, Mrs. Walter Bertram (Martha Eustis)”,female,52,1,0,36947,78.2667,D20,C
594,0,3,”Bourke, Miss. Mary”,female,NA,0,2,364848,7.75,,Q
596,0,3,”Van Impe, Mr. Jean Baptiste”,male,36,1,1,345773,24.15,,S
600,1,1,”Duff Gordon, Sir. Cosmo Edmund (“”Mr Morgan””)”,male,49,1,0,PC 17485,56.9292,A20,C
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605,1,1,”Homer, Mr. Harry (“”Mr E Haven””)”,male,35,0,0,111426,26.55,,C
606,0,3,”Lindell, Mr. Edvard Bengtsson”,male,36,1,0,349910,15.55,,S
608,1,1,”Daniel, Mr. Robert Williams”,male,27,0,0,113804,30.5,,S
609,1,2,”Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)”,female,22,1,2,SC/Paris 2123,41.5792,,C
611,0,3,”Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)”,female,39,1,5,347082,31.275,,S
613,1,3,”Murphy, Miss. Margaret Jane”,female,NA,1,0,367230,15.5,,Q
614,0,3,”Horgan, Mr. John”,male,NA,0,0,370377,7.75,,Q
615,0,3,”Brocklebank, Mr. William Alfred”,male,35,0,0,364512,8.05,,S
616,1,2,”Herman, Miss. Alice”,female,24,1,2,220845,65,,S
617,0,3,”Danbom, Mr. Ernst Gilbert”,male,34,1,1,347080,14.4,,S
618,0,3,”Lobb, Mrs. William Arthur (Cordelia K Stanlick)”,female,26,1,0,A/5. 3336,16.1,,S
619,1,2,”Becker, Miss. Marion Louise”,female,4,2,1,230136,39,F4,S
621,0,3,”Yasbeck, Mr. Antoni”,male,27,1,0,2659,14.4542,,C
622,1,1,”Kimball, Mr. Edwin Nelson Jr”,male,42,1,0,11753,52.5542,D19,S
623,1,3,”Nakid, Mr. Sahid”,male,20,1,1,2653,15.7417,,C
625,0,3,”Bowen, Mr. David John “”Dai”””,male,21,0,0,54636,16.1,,S
627,0,2,”Kirkland, Rev. Charles Leonard”,male,57,0,0,219533,12.35,,Q
629,0,3,”Bostandyeff, Mr. Guentcho”,male,26,0,0,349224,7.8958,,S
630,0,3,”O’Connell, Mr. Patrick D”,male,NA,0,0,334912,7.7333,,Q
631,1,1,”Barkworth, Mr. Algernon Henry Wilson”,male,80,0,0,27042,30,A23,S
633,1,1,”Stahelin-Maeglin, Dr. Max”,male,32,0,0,13214,30.5,B50,C
634,0,1,”Parr, Mr. William Henry Marsh”,male,NA,0,0,112052,0,,S
636,1,2,”Davis, Miss. Mary”,female,28,0,0,237668,13,,S
637,0,3,”Leinonen, Mr. Antti Gustaf”,male,32,0,0,STON/O 2. 3101292,7.925,,S
638,0,2,”Collyer, Mr. Harvey”,male,31,1,1,C.A. 31921,26.25,,S
640,0,3,”Thorneycroft, Mr. Percival”,male,NA,1,0,376564,16.1,,S
641,0,3,”Jensen, Mr. Hans Peder”,male,20,0,0,350050,7.8542,,S
642,1,1,”Sagesser, Mlle. Emma”,female,24,0,0,PC 17477,69.3,B35,C
643,0,3,”Skoog, Miss. Margit Elizabeth”,female,2,3,2,347088,27.9,,S
644,1,3,”Foo, Mr. Choong”,male,NA,0,0,1601,56.4958,,S
645,1,3,”Baclini, Miss. Eugenie”,female,0.75,2,1,2666,19.2583,,C
648,1,1,”Simonius-Blumer, Col. Oberst Alfons”,male,56,0,0,13213,35.5,A26,C
649,0,3,”Willey, Mr. Edward”,male,NA,0,0,S.O./P.P. 751,7.55,,S
650,1,3,”Stanley, Miss. Amy Zillah Elsie”,female,23,0,0,CA. 2314,7.55,,S
652,1,2,”Doling, Miss. Elsie”,female,18,0,1,231919,23,,S
653,0,3,”Kalvik, Mr. Johannes Halvorsen”,male,21,0,0,8475,8.4333,,S
654,1,3,”O’Leary, Miss. Hanora “”Norah”””,female,NA,0,0,330919,7.8292,,Q
658,0,3,”Bourke, Mrs. John (Catherine)”,female,32,1,1,364849,15.5,,Q
659,0,2,”Eitemiller, Mr. George Floyd”,male,23,0,0,29751,13,,S
660,0,1,”Newell, Mr. Arthur Webster”,male,58,0,2,35273,113.275,D48,C
661,1,1,”Frauenthal, Dr. Henry William”,male,50,2,0,PC 17611,133.65,,S
662,0,3,”Badt, Mr. Mohamed”,male,40,0,0,2623,7.225,,C
663,0,1,”Colley, Mr. Edward Pomeroy”,male,47,0,0,5727,25.5875,E58,S
664,0,3,”Coleff, Mr. Peju”,male,36,0,0,349210,7.4958,,S
665,1,3,”Lindqvist, Mr. Eino William”,male,20,1,0,STON/O 2. 3101285,7.925,,S
666,0,2,”Hickman, Mr. Lewis”,male,32,2,0,S.O.C. 14879,73.5,,S
667,0,2,”Butler, Mr. Reginald Fenton”,male,25,0,0,234686,13,,S
668,0,3,”Rommetvedt, Mr. Knud Paust”,male,NA,0,0,312993,7.775,,S
669,0,3,”Cook, Mr. Jacob”,male,43,0,0,A/5 3536,8.05,,S
670,1,1,”Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)”,female,NA,1,0,19996,52,C126,S
673,0,2,”Mitchell, Mr. Henry Michael”,male,70,0,0,C.A. 24580,10.5,,S
674,1,2,”Wilhelms, Mr. Charles”,male,31,0,0,244270,13,,S
675,0,2,”Watson, Mr. Ennis Hastings”,male,NA,0,0,239856,0,,S
676,0,3,”Edvardsson, Mr. Gustaf Hjalmar”,male,18,0,0,349912,7.775,,S
677,0,3,”Sawyer, Mr. Frederick Charles”,male,24.5,0,0,342826,8.05,,S
678,1,3,”Turja, Miss. Anna Sofia”,female,18,0,0,4138,9.8417,,S
679,0,3,”Goodwin, Mrs. Frederick (Augusta Tyler)”,female,43,1,6,CA 2144,46.9,,S
680,1,1,”Cardeza, Mr. Thomas Drake Martinez”,male,36,0,1,PC 17755,512.3292,B51 B53 B55,C
681,0,3,”Peters, Miss. Katie”,female,NA,0,0,330935,8.1375,,Q
682,1,1,”Hassab, Mr. Hammad”,male,27,0,0,PC 17572,76.7292,D49,C
683,0,3,”Olsvigen, Mr. Thor Anderson”,male,20,0,0,6563,9.225,,S
684,0,3,”Goodwin, Mr. Charles Edward”,male,14,5,2,CA 2144,46.9,,S
685,0,2,”Brown, Mr. Thomas William Solomon”,male,60,1,1,29750,39,,S
686,0,2,”Laroche, Mr. Joseph Philippe Lemercier”,male,25,1,2,SC/Paris 2123,41.5792,,C
690,1,1,”Madill, Miss. Georgette Alexandra”,female,15,0,1,24160,211.3375,B5,S
691,1,1,”Dick, Mr. Albert Adrian”,male,31,1,0,17474,57,B20,S
692,1,3,”Karun, Miss. Manca”,female,4,0,1,349256,13.4167,,C
694,0,3,”Saad, Mr. Khalil”,male,25,0,0,2672,7.225,,C
697,0,3,”Kelly, Mr. James”,male,44,0,0,363592,8.05,,S
699,0,1,”Thayer, Mr. John Borland”,male,49,1,1,17421,110.8833,C68,C
700,0,3,”Humblen, Mr. Adolf Mathias Nicolai Olsen”,male,42,0,0,348121,7.65,F G63,S
701,1,1,”Astor, Mrs. John Jacob (Madeleine Talmadge Force)”,female,18,1,0,PC 17757,227.525,C62 C64,C
702,1,1,”Silverthorne, Mr. Spencer Victor”,male,35,0,0,PC 17475,26.2875,E24,S
703,0,3,”Barbara, Miss. Saiide”,female,18,0,1,2691,14.4542,,C
704,0,3,”Gallagher, Mr. Martin”,male,25,0,0,36864,7.7417,,Q
705,0,3,”Hansen, Mr. Henrik Juul”,male,26,1,0,350025,7.8542,,S
706,0,2,”Morley, Mr. Henry Samuel (“”Mr Henry Marshall””)”,male,39,0,0,250655,26,,S
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708,1,1,”Calderhead, Mr. Edward Pennington”,male,42,0,0,PC 17476,26.2875,E24,S
712,0,1,”Klaber, Mr. Herman”,male,NA,0,0,113028,26.55,C124,S
713,1,1,”Taylor, Mr. Elmer Zebley”,male,48,1,0,19996,52,C126,S
715,0,2,”Greenberg, Mr. Samuel”,male,52,0,0,250647,13,,S
716,0,3,”Soholt, Mr. Peter Andreas Lauritz Andersen”,male,19,0,0,348124,7.65,F G73,S
718,1,2,”Troutt, Miss. Edwina Celia “”Winnie”””,female,27,0,0,34218,10.5,E101,S
720,0,3,”Johnson, Mr. Malkolm Joackim”,male,33,0,0,347062,7.775,,S
721,1,2,”Harper, Miss. Annie Jessie “”Nina”””,female,6,0,1,248727,33,,S
722,0,3,”Jensen, Mr. Svend Lauritz”,male,17,1,0,350048,7.0542,,S
723,0,2,”Gillespie, Mr. William Henry”,male,34,0,0,12233,13,,S
725,1,1,”Chambers, Mr. Norman Campbell”,male,27,1,0,113806,53.1,E8,S
726,0,3,”Oreskovic, Mr. Luka”,male,20,0,0,315094,8.6625,,S
727,1,2,”Renouf, Mrs. Peter Henry (Lillian Jefferys)”,female,30,3,0,31027,21,,S
728,1,3,”Mannion, Miss. Margareth”,female,NA,0,0,36866,7.7375,,Q
729,0,2,”Bryhl, Mr. Kurt Arnold Gottfrid”,male,25,1,0,236853,26,,S
731,1,1,”Allen, Miss. Elisabeth Walton”,female,29,0,0,24160,211.3375,B5,S
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736,0,3,”Williams, Mr. Leslie”,male,28.5,0,0,54636,16.1,,S
737,0,3,”Ford, Mrs. Edward (Margaret Ann Watson)”,female,48,1,3,W./C. 6608,34.375,,S
740,0,3,”Nankoff, Mr. Minko”,male,NA,0,0,349218,7.8958,,S
741,1,1,”Hawksford, Mr. Walter James”,male,NA,0,0,16988,30,D45,S
743,1,1,”Ryerson, Miss. Susan Parker “”Suzette”””,female,21,2,2,PC 17608,262.375,B57 B59 B63 B66,C
744,0,3,”McNamee, Mr. Neal”,male,24,1,0,376566,16.1,,S
745,1,3,”Stranden, Mr. Juho”,male,31,0,0,STON/O 2. 3101288,7.925,,S
746,0,1,”Crosby, Capt. Edward Gifford”,male,70,1,1,WE/P 5735,71,B22,S
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748,1,2,”Sinkkonen, Miss. Anna”,female,30,0,0,250648,13,,S
749,0,1,”Marvin, Mr. Daniel Warner”,male,19,1,0,113773,53.1,D30,S
754,0,3,”Jonkoff, Mr. Lalio”,male,23,0,0,349204,7.8958,,S
755,1,2,”Herman, Mrs. Samuel (Jane Laver)”,female,48,1,2,220845,65,,S
756,1,2,”Hamalainen, Master. Viljo”,male,0.67,1,1,250649,14.5,,S
757,0,3,”Carlsson, Mr. August Sigfrid”,male,28,0,0,350042,7.7958,,S
758,0,2,”Bailey, Mr. Percy Andrew”,male,18,0,0,29108,11.5,,S
759,0,3,”Theobald, Mr. Thomas Leonard”,male,34,0,0,363294,8.05,,S
760,1,1,”Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)”,female,33,0,0,110152,86.5,B77,S
761,0,3,”Garfirth, Mr. John”,male,NA,0,0,358585,14.5,,S
762,0,3,”Nirva, Mr. Iisakki Antino Aijo”,male,41,0,0,SOTON/O2 3101272,7.125,,S
764,1,1,”Carter, Mrs. William Ernest (Lucile Polk)”,female,36,1,2,113760,120,B96 B98,S
765,0,3,”Eklund, Mr. Hans Linus”,male,16,0,0,347074,7.775,,S
767,0,1,”Brewe, Dr. Arthur Jackson”,male,NA,0,0,112379,39.6,,C
768,0,3,”Mangan, Miss. Mary”,female,30.5,0,0,364850,7.75,,Q
770,0,3,”Gronnestad, Mr. Daniel Danielsen”,male,32,0,0,8471,8.3625,,S
771,0,3,”Lievens, Mr. Rene Aime”,male,24,0,0,345781,9.5,,S
772,0,3,”Jensen, Mr. Niels Peder”,male,48,0,0,350047,7.8542,,S
773,0,2,”Mack, Mrs. (Mary)”,female,57,0,0,S.O./P.P. 3,10.5,E77,S
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777,0,3,”Tobin, Mr. Roger”,male,NA,0,0,383121,7.75,F38,Q
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780,1,1,”Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)”,female,43,0,1,24160,211.3375,B3,S
781,1,3,”Ayoub, Miss. Banoura”,female,13,0,0,2687,7.2292,,C
782,1,1,”Dick, Mrs. Albert Adrian (Vera Gillespie)”,female,17,1,0,17474,57,B20,S
784,0,3,”Johnston, Mr. Andrew G”,male,NA,1,2,W./C. 6607,23.45,,S
786,0,3,”Harmer, Mr. Abraham (David Lishin)”,male,25,0,0,374887,7.25,,S
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789,1,3,”Dean, Master. Bertram Vere”,male,1,1,2,C.A. 2315,20.575,,S
790,0,1,”Guggenheim, Mr. Benjamin”,male,46,0,0,PC 17593,79.2,B82 B84,C
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792,0,2,”Gaskell, Mr. Alfred”,male,16,0,0,239865,26,,S
793,0,3,”Sage, Miss. Stella Anna”,female,NA,8,2,CA. 2343,69.55,,S
794,0,1,”Hoyt, Mr. William Fisher”,male,NA,0,0,PC 17600,30.6958,,C
795,0,3,”Dantcheff, Mr. Ristiu”,male,25,0,0,349203,7.8958,,S
796,0,2,”Otter, Mr. Richard”,male,39,0,0,28213,13,,S
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798,1,3,”Osman, Mrs. Mara”,female,31,0,0,349244,8.6833,,S
800,0,3,”Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)”,female,30,1,1,345773,24.15,,S
803,1,1,”Carter, Master. William Thornton II”,male,11,1,2,113760,120,B96 B98,S
805,1,3,”Hedman, Mr. Oskar Arvid”,male,27,0,0,347089,6.975,,S
806,0,3,”Johansson, Mr. Karl Johan”,male,31,0,0,347063,7.775,,S
807,0,1,”Andrews, Mr. Thomas Jr”,male,39,0,0,112050,0,A36,S
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809,0,2,”Meyer, Mr. August”,male,39,0,0,248723,13,,S
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812,0,3,”Lester, Mr. James”,male,39,0,0,A/4 48871,24.15,,S
814,0,3,”Andersson, Miss. Ebba Iris Alfrida”,female,6,4,2,347082,31.275,,S
815,0,3,”Tomlin, Mr. Ernest Portage”,male,30.5,0,0,364499,8.05,,S
817,0,3,”Heininen, Miss. Wendla Maria”,female,23,0,0,STON/O2. 3101290,7.925,,S
819,0,3,”Holm, Mr. John Fredrik Alexander”,male,43,0,0,C 7075,6.45,,S
820,0,3,”Skoog, Master. Karl Thorsten”,male,10,3,2,347088,27.9,,S
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823,0,1,”Reuchlin, Jonkheer. John George”,male,38,0,0,19972,0,,S
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828,1,2,”Mallet, Master. Andre”,male,1,0,2,S.C./PARIS 2079,37.0042,,C
829,1,3,”McCormack, Mr. Thomas Joseph”,male,NA,0,0,367228,7.75,,Q
830,1,1,”Stone, Mrs. George Nelson (Martha Evelyn)”,female,62,0,0,113572,80,B28,
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833,0,3,”Saad, Mr. Amin”,male,NA,0,0,2671,7.2292,,C
834,0,3,”Augustsson, Mr. Albert”,male,23,0,0,347468,7.8542,,S
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842,0,2,”Mudd, Mr. Thomas Charles”,male,16,0,0,S.O./P.P. 3,10.5,,S
843,1,1,”Serepeca, Miss. Augusta”,female,30,0,0,113798,31,,C
844,0,3,”Lemberopolous, Mr. Peter L”,male,34.5,0,0,2683,6.4375,,C
845,0,3,”Culumovic, Mr. Jeso”,male,17,0,0,315090,8.6625,,S
846,0,3,”Abbing, Mr. Anthony”,male,42,0,0,C.A. 5547,7.55,,S
847,0,3,”Sage, Mr. Douglas Bullen”,male,NA,8,2,CA. 2343,69.55,,S
848,0,3,”Markoff, Mr. Marin”,male,35,0,0,349213,7.8958,,C
851,0,3,”Andersson, Master. Sigvard Harald Elias”,male,4,4,2,347082,31.275,,S
852,0,3,”Svensson, Mr. Johan”,male,74,0,0,347060,7.775,,S
853,0,3,”Boulos, Miss. Nourelain”,female,9,1,1,2678,15.2458,,C
854,1,1,”Lines, Miss. Mary Conover”,female,16,0,1,PC 17592,39.4,D28,S
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857,1,1,”Wick, Mrs. George Dennick (Mary Hitchcock)”,female,45,1,1,36928,164.8667,,S
859,1,3,”Baclini, Mrs. Solomon (Latifa Qurban)”,female,24,0,3,2666,19.2583,,C
861,0,3,”Hansen, Mr. Claus Peter”,male,41,2,0,350026,14.1083,,S
863,1,1,”Swift, Mrs. Frederick Joel (Margaret Welles Barron)”,female,48,0,0,17466,25.9292,D17,S
864,0,3,”Sage, Miss. Dorothy Edith “”Dolly”””,female,NA,8,2,CA. 2343,69.55,,S
865,0,2,”Gill, Mr. John William”,male,24,0,0,233866,13,,S
866,1,2,”Bystrom, Mrs. (Karolina)”,female,42,0,0,236852,13,,S
867,1,2,”Duran y More, Miss. Asuncion”,female,27,1,0,SC/PARIS 2149,13.8583,,C
870,1,3,”Johnson, Master. Harold Theodor”,male,4,1,1,347742,11.1333,,S
871,0,3,”Balkic, Mr. Cerin”,male,26,0,0,349248,7.8958,,S
873,0,1,”Carlsson, Mr. Frans Olof”,male,33,0,0,695,5,B51 B53 B55,S
874,0,3,”Vander Cruyssen, Mr. Victor”,male,47,0,0,345765,9,,S
876,1,3,”Najib, Miss. Adele Kiamie “”Jane”””,female,15,0,0,2667,7.225,,C
877,0,3,”Gustafsson, Mr. Alfred Ossian”,male,20,0,0,7534,9.8458,,S
878,0,3,”Petroff, Mr. Nedelio”,male,19,0,0,349212,7.8958,,S
879,0,3,”Laleff, Mr. Kristo”,male,NA,0,0,349217,7.8958,,S
880,1,1,”Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)”,female,56,0,1,11767,83.1583,C50,C
881,1,2,”Shelley, Mrs. William (Imanita Parrish Hall)”,female,25,0,1,230433,26,,S
882,0,3,”Markun, Mr. Johann”,male,33,0,0,349257,7.8958,,S
883,0,3,”Dahlberg, Miss. Gerda Ulrika”,female,22,0,0,7552,10.5167,,S
884,0,2,”Banfield, Mr. Frederick James”,male,28,0,0,C.A./SOTON 34068,10.5,,S
885,0,3,”Sutehall, Mr. Henry Jr”,male,25,0,0,SOTON/OQ 392076,7.05,,S
887,0,2,”Montvila, Rev. Juozas”,male,27,0,0,211536,13,,S
888,1,1,”Graham, Miss. Margaret Edith”,female,19,0,0,112053,30,B42,S
890,1,1,”Behr, Mr. Karl Howell”,male,26,0,0,111369,30,C148,C