Datasets:

mstz
/

titanic

 ---
+language:
+- en
+tags:
+- titanic
+- tabular_classification
+- binary_classification
+pretty_name: Titanic
+size_categories:
+- 100<n<1K
+task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
+- tabular-classification
+configs:
+- survival
 ---
+# Titanic
+The [Titanic dataset](https://www.kaggle.com/datasets/vinicius150987/titanic3) from [Kaggle](https://www.kaggle.com/).
+# Configurations and tasks
+| **Configuration** | **Task**                  | **Description**            |
+|-------------------|---------------------------|----------------------------|
+| survival          | Binary classification     | Has the passanger survived?|
+# Usage
+```python
+from datasets import load_dataset
+dataset = load_dataset("mstz/titanic", "survival")["train"]
+```

titanic.csv ADDED Viewed

	@@ -0,0 +1,892 @@

+has_survived,passenger_class,name,sex,age,sibsp,parch,ticket,fare,cabin,embarked
+0,3,'Braund, Mr. Owen Harris',male,22,1,0,'A/5 21171',7.25,'',S
+1,1,'Cumings, Mrs. John Bradley (Florence Briggs Thayer)',female,38,1,0,'PC 17599',71.2833,C85,C
+1,3,'Heikkinen, Miss. Laina',female,26,0,0,'STON/O2. 3101282',7.925,'',S
+1,1,'Futrelle, Mrs. Jacques Heath (Lily May Peel)',female,35,1,0,113803,53.1,C123,S
+0,3,'Allen, Mr. William Henry',male,35,0,0,373450,8.05,'',S
+0,3,'Moran, Mr. James',male,?,0,0,330877,8.4583,'',Q
+0,1,'McCarthy, Mr. Timothy J',male,54,0,0,17463,51.8625,E46,S
+0,3,'Palsson, Master. Gosta Leonard',male,2,3,1,349909,21.075,'',S
+1,3,'Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)',female,27,0,2,347742,11.1333,'',S
+1,2,'Nasser, Mrs. Nicholas (Adele Achem)',female,14,1,0,237736,30.0708,'',C
+1,3,'Sandstrom, Miss. Marguerite Rut',female,4,1,1,'PP 9549',16.7,G6,S
+1,1,'Bonnell, Miss. Elizabeth',female,58,0,0,113783,26.55,C103,S
+0,3,'Saundercock, Mr. William Henry',male,20,0,0,'A/5. 2151',8.05,'',S
+0,3,'Andersson, Mr. Anders Johan',male,39,1,5,347082,31.275,'',S
+0,3,'Vestrom, Miss. Hulda Amanda Adolfina',female,14,0,0,350406,7.8542,'',S
+1,2,'Hewlett, Mrs. (Mary D Kingcome) ',female,55,0,0,248706,16,'',S
+0,3,'Rice, Master. Eugene',male,2,4,1,382652,29.125,'',Q
+1,2,'Williams, Mr. Charles Eugene',male,?,0,0,244373,13,'',S
+0,3,'Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)',female,31,1,0,345763,18,'',S
+1,3,'Masselmani, Mrs. Fatima',female,?,0,0,2649,7.225,'',C
+0,2,'Fynney, Mr. Joseph J',male,35,0,0,239865,26,'',S
+1,2,'Beesley, Mr. Lawrence',male,34,0,0,248698,13,D56,S
+1,3,'McGowan, Miss. Anna \"\"Annie\"\"',female,15,0,0,330923,8.0292,'',Q
+1,1,'Sloper, Mr. William Thompson',male,28,0,0,113788,35.5,A6,S
+0,3,'Palsson, Miss. Torborg Danira',female,8,3,1,349909,21.075,'',S
+1,3,'Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)',female,38,1,5,347077,31.3875,'',S
+0,3,'Emir, Mr. Farred Chehab',male,?,0,0,2631,7.225,'',C
+0,1,'Fortune, Mr. Charles Alexander',male,19,3,2,19950,263,'C23 C25 C27',S
+1,3,'O\'Dwyer, Miss. Ellen \"\"Nellie\"\"',female,?,0,0,330959,7.8792,'',Q
+0,3,'Todoroff, Mr. Lalio',male,?,0,0,349216,7.8958,'',S
+0,1,'Uruchurtu, Don. Manuel E',male,40,0,0,'PC 17601',27.7208,'',C
+1,1,'Spencer, Mrs. William Augustus (Marie Eugenie)',female,?,1,0,'PC 17569',146.5208,B78,C
+1,3,'Glynn, Miss. Mary Agatha',female,?,0,0,335677,7.75,'',Q
+0,2,'Wheadon, Mr. Edward H',male,66,0,0,'C.A. 24579',10.5,'',S
+0,1,'Meyer, Mr. Edgar Joseph',male,28,1,0,'PC 17604',82.1708,'',C
+0,1,'Holverson, Mr. Alexander Oskar',male,42,1,0,113789,52,'',S
+1,3,'Mamee, Mr. Hanna',male,?,0,0,2677,7.2292,'',C
+0,3,'Cann, Mr. Ernest Charles',male,21,0,0,'A./5. 2152',8.05,'',S
+0,3,'Vander Planke, Miss. Augusta Maria',female,18,2,0,345764,18,'',S
+1,3,'Nicola-Yarred, Miss. Jamila',female,14,1,0,2651,11.2417,'',C
+0,3,'Ahlin, Mrs. Johan (Johanna Persdotter Larsson)',female,40,1,0,7546,9.475,'',S
+0,2,'Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)',female,27,1,0,11668,21,'',S
+0,3,'Kraeff, Mr. Theodor',male,?,0,0,349253,7.8958,'',C
+1,2,'Laroche, Miss. Simonne Marie Anne Andree',female,3,1,2,'SC/Paris 2123',41.5792,'',C
+1,3,'Devaney, Miss. Margaret Delia',female,19,0,0,330958,7.8792,'',Q
+0,3,'Rogers, Mr. William John',male,?,0,0,'S.C./A.4. 23567',8.05,'',S
+0,3,'Lennon, Mr. Denis',male,?,1,0,370371,15.5,'',Q
+1,3,'O\'Driscoll, Miss. Bridget',female,?,0,0,14311,7.75,'',Q
+0,3,'Samaan, Mr. Youssef',male,?,2,0,2662,21.6792,'',C
+0,3,'Arnold-Franchi, Mrs. Josef (Josefine Franchi)',female,18,1,0,349237,17.8,'',S
+0,3,'Panula, Master. Juha Niilo',male,7,4,1,3101295,39.6875,'',S
+0,3,'Nosworthy, Mr. Richard Cater',male,21,0,0,'A/4. 39886',7.8,'',S
+1,1,'Harper, Mrs. Henry Sleeper (Myna Haxtun)',female,49,1,0,'PC 17572',76.7292,D33,C
+1,2,'Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)',female,29,1,0,2926,26,'',S
+0,1,'Ostby, Mr. Engelhart Cornelius',male,65,0,1,113509,61.9792,B30,C
+1,1,'Woolner, Mr. Hugh',male,?,0,0,19947,35.5,C52,S
+1,2,'Rugg, Miss. Emily',female,21,0,0,'C.A. 31026',10.5,'',S
+0,3,'Novel, Mr. Mansouer',male,28.5,0,0,2697,7.2292,'',C
+1,2,'West, Miss. Constance Mirium',female,5,1,2,'C.A. 34651',27.75,'',S
+0,3,'Goodwin, Master. William Frederick',male,11,5,2,'CA 2144',46.9,'',S
+0,3,'Sirayanian, Mr. Orsen',male,22,0,0,2669,7.2292,'',C
+1,1,'Icard, Miss. Amelie',female,38,0,0,113572,80,B28,''
+0,1,'Harris, Mr. Henry Birkhardt',male,45,1,0,36973,83.475,C83,S
+0,3,'Skoog, Master. Harald',male,4,3,2,347088,27.9,'',S
+0,1,'Stewart, Mr. Albert A',male,?,0,0,'PC 17605',27.7208,'',C
+1,3,'Moubarek, Master. Gerios',male,?,1,1,2661,15.2458,'',C
+1,2,'Nye, Mrs. (Elizabeth Ramell)',female,29,0,0,'C.A. 29395',10.5,F33,S
+0,3,'Crease, Mr. Ernest James',male,19,0,0,'S.P. 3464',8.1583,'',S
+1,3,'Andersson, Miss. Erna Alexandra',female,17,4,2,3101281,7.925,'',S
+0,3,'Kink, Mr. Vincenz',male,26,2,0,315151,8.6625,'',S
+0,2,'Jenkin, Mr. Stephen Curnow',male,32,0,0,'C.A. 33111',10.5,'',S
+0,3,'Goodwin, Miss. Lillian Amy',female,16,5,2,'CA 2144',46.9,'',S
+0,2,'Hood, Mr. Ambrose Jr',male,21,0,0,'S.O.C. 14879',73.5,'',S
+0,3,'Chronopoulos, Mr. Apostolos',male,26,1,0,2680,14.4542,'',C
+1,3,'Bing, Mr. Lee',male,32,0,0,1601,56.4958,'',S
+0,3,'Moen, Mr. Sigurd Hansen',male,25,0,0,348123,7.65,'F G73',S
+0,3,'Staneff, Mr. Ivan',male,?,0,0,349208,7.8958,'',S
+0,3,'Moutal, Mr. Rahamin Haim',male,?,0,0,374746,8.05,'',S
+1,2,'Caldwell, Master. Alden Gates',male,0.83,0,2,248738,29,'',S
+1,3,'Dowdell, Miss. Elizabeth',female,30,0,0,364516,12.475,'',S
+0,3,'Waelens, Mr. Achille',male,22,0,0,345767,9,'',S
+1,3,'Sheerlinck, Mr. Jan Baptist',male,29,0,0,345779,9.5,'',S
+1,3,'McDermott, Miss. Brigdet Delia',female,?,0,0,330932,7.7875,'',Q
+0,1,'Carrau, Mr. Francisco M',male,28,0,0,113059,47.1,'',S
+1,2,'Ilett, Miss. Bertha',female,17,0,0,'SO/C 14885',10.5,'',S
+1,3,'Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)',female,33,3,0,3101278,15.85,'',S
+0,3,'Ford, Mr. William Neal',male,16,1,3,'W./C. 6608',34.375,'',S
+0,3,'Slocovski, Mr. Selman Francis',male,?,0,0,'SOTON/OQ 392086',8.05,'',S
+1,1,'Fortune, Miss. Mabel Helen',female,23,3,2,19950,263,'C23 C25 C27',S
+0,3,'Celotti, Mr. Francesco',male,24,0,0,343275,8.05,'',S
+0,3,'Christmann, Mr. Emil',male,29,0,0,343276,8.05,'',S
+0,3,'Andreasson, Mr. Paul Edvin',male,20,0,0,347466,7.8542,'',S
+0,1,'Chaffee, Mr. Herbert Fuller',male,46,1,0,'W.E.P. 5734',61.175,E31,S
+0,3,'Dean, Mr. Bertram Frank',male,26,1,2,'C.A. 2315',20.575,'',S
+0,3,'Coxon, Mr. Daniel',male,59,0,0,364500,7.25,'',S
+0,3,'Shorney, Mr. Charles Joseph',male,?,0,0,374910,8.05,'',S
+0,1,'Goldschmidt, Mr. George B',male,71,0,0,'PC 17754',34.6542,A5,C
+1,1,'Greenfield, Mr. William Bertram',male,23,0,1,'PC 17759',63.3583,'D10 D12',C
+1,2,'Doling, Mrs. John T (Ada Julia Bone)',female,34,0,1,231919,23,'',S
+0,2,'Kantor, Mr. Sinai',male,34,1,0,244367,26,'',S
+0,3,'Petranec, Miss. Matilda',female,28,0,0,349245,7.8958,'',S
+0,3,'Petroff, Mr. Pastcho (\"\"Pentcho\"\")',male,?,0,0,349215,7.8958,'',S
+0,1,'White, Mr. Richard Frasar',male,21,0,1,35281,77.2875,D26,S
+0,3,'Johansson, Mr. Gustaf Joel',male,33,0,0,7540,8.6542,'',S
+0,3,'Gustafsson, Mr. Anders Vilhelm',male,37,2,0,3101276,7.925,'',S
+0,3,'Mionoff, Mr. Stoytcho',male,28,0,0,349207,7.8958,'',S
+1,3,'Salkjelsvik, Miss. Anna Kristine',female,21,0,0,343120,7.65,'',S
+1,3,'Moss, Mr. Albert Johan',male,?,0,0,312991,7.775,'',S
+0,3,'Rekic, Mr. Tido',male,38,0,0,349249,7.8958,'',S
+1,3,'Moran, Miss. Bertha',female,?,1,0,371110,24.15,'',Q
+0,1,'Porter, Mr. Walter Chamberlain',male,47,0,0,110465,52,C110,S
+0,3,'Zabour, Miss. Hileni',female,14.5,1,0,2665,14.4542,'',C
+0,3,'Barton, Mr. David John',male,22,0,0,324669,8.05,'',S
+0,3,'Jussila, Miss. Katriina',female,20,1,0,4136,9.825,'',S
+0,3,'Attalah, Miss. Malake',female,17,0,0,2627,14.4583,'',C
+0,3,'Pekoniemi, Mr. Edvard',male,21,0,0,'STON/O 2. 3101294',7.925,'',S
+0,3,'Connors, Mr. Patrick',male,70.5,0,0,370369,7.75,'',Q
+0,2,'Turpin, Mr. William John Robert',male,29,1,0,11668,21,'',S
+0,1,'Baxter, Mr. Quigg Edmond',male,24,0,1,'PC 17558',247.5208,'B58 B60',C
+0,3,'Andersson, Miss. Ellis Anna Maria',female,2,4,2,347082,31.275,'',S
+0,2,'Hickman, Mr. Stanley George',male,21,2,0,'S.O.C. 14879',73.5,'',S
+0,3,'Moore, Mr. Leonard Charles',male,?,0,0,'A4. 54510',8.05,'',S
+0,2,'Nasser, Mr. Nicholas',male,32.5,1,0,237736,30.0708,'',C
+1,2,'Webber, Miss. Susan',female,32.5,0,0,27267,13,E101,S
+0,1,'White, Mr. Percival Wayland',male,54,0,1,35281,77.2875,D26,S
+1,3,'Nicola-Yarred, Master. Elias',male,12,1,0,2651,11.2417,'',C
+0,3,'McMahon, Mr. Martin',male,?,0,0,370372,7.75,'',Q
+1,3,'Madsen, Mr. Fridtjof Arne',male,24,0,0,'C 17369',7.1417,'',S
+1,3,'Peter, Miss. Anna',female,?,1,1,2668,22.3583,'F E69',C
+0,3,'Ekstrom, Mr. Johan',male,45,0,0,347061,6.975,'',S
+0,3,'Drazenoic, Mr. Jozef',male,33,0,0,349241,7.8958,'',C
+0,3,'Coelho, Mr. Domingos Fernandeo',male,20,0,0,'SOTON/O.Q. 3101307',7.05,'',S
+0,3,'Robins, Mrs. Alexander A (Grace Charity Laury)',female,47,1,0,'A/5. 3337',14.5,'',S
+1,2,'Weisz, Mrs. Leopold (Mathilde Francoise Pede)',female,29,1,0,228414,26,'',S
+0,2,'Sobey, Mr. Samuel James Hayden',male,25,0,0,'C.A. 29178',13,'',S
+0,2,'Richard, Mr. Emile',male,23,0,0,'SC/PARIS 2133',15.0458,'',C
+1,1,'Newsom, Miss. Helen Monypeny',female,19,0,2,11752,26.2833,D47,S
+0,1,'Futrelle, Mr. Jacques Heath',male,37,1,0,113803,53.1,C123,S
+0,3,'Osen, Mr. Olaf Elon',male,16,0,0,7534,9.2167,'',S
+0,1,'Giglio, Mr. Victor',male,24,0,0,'PC 17593',79.2,B86,C
+0,3,'Boulos, Mrs. Joseph (Sultana)',female,?,0,2,2678,15.2458,'',C
+1,3,'Nysten, Miss. Anna Sofia',female,22,0,0,347081,7.75,'',S
+1,3,'Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)',female,24,1,0,'STON/O2. 3101279',15.85,'',S
+0,3,'Burke, Mr. Jeremiah',male,19,0,0,365222,6.75,'',Q
+0,2,'Andrew, Mr. Edgardo Samuel',male,18,0,0,231945,11.5,'',S
+0,2,'Nicholls, Mr. Joseph Charles',male,19,1,1,'C.A. 33112',36.75,'',S
+1,3,'Andersson, Mr. August Edvard (\"\"Wennerstrom\"\")',male,27,0,0,350043,7.7958,'',S
+0,3,'Ford, Miss. Robina Maggie \"\"Ruby\"\"',female,9,2,2,'W./C. 6608',34.375,'',S
+0,2,'Navratil, Mr. Michel (\"\"Louis M Hoffman\"\")',male,36.5,0,2,230080,26,F2,S
+0,2,'Byles, Rev. Thomas Roussel Davids',male,42,0,0,244310,13,'',S
+0,2,'Bateman, Rev. Robert James',male,51,0,0,'S.O.P. 1166',12.525,'',S
+1,1,'Pears, Mrs. Thomas (Edith Wearne)',female,22,1,0,113776,66.6,C2,S
+0,3,'Meo, Mr. Alfonzo',male,55.5,0,0,'A.5. 11206',8.05,'',S
+0,3,'van Billiard, Mr. Austin Blyler',male,40.5,0,2,'A/5. 851',14.5,'',S
+0,3,'Olsen, Mr. Ole Martin',male,?,0,0,'Fa 265302',7.3125,'',S
+0,1,'Williams, Mr. Charles Duane',male,51,0,1,'PC 17597',61.3792,'',C
+1,3,'Gilnagh, Miss. Katherine \"\"Katie\"\"',female,16,0,0,35851,7.7333,'',Q
+0,3,'Corn, Mr. Harry',male,30,0,0,'SOTON/OQ 392090',8.05,'',S
+0,3,'Smiljanic, Mr. Mile',male,?,0,0,315037,8.6625,'',S
+0,3,'Sage, Master. Thomas Henry',male,?,8,2,'CA. 2343',69.55,'',S
+0,3,'Cribb, Mr. John Hatfield',male,44,0,1,371362,16.1,'',S
+1,2,'Watt, Mrs. James (Elizabeth \"\"Bessie\"\" Inglis Milne)',female,40,0,0,'C.A. 33595',15.75,'',S
+0,3,'Bengtsson, Mr. John Viktor',male,26,0,0,347068,7.775,'',S
+0,3,'Calic, Mr. Jovo',male,17,0,0,315093,8.6625,'',S
+0,3,'Panula, Master. Eino Viljami',male,1,4,1,3101295,39.6875,'',S
+1,3,'Goldsmith, Master. Frank John William \"\"Frankie\"\"',male,9,0,2,363291,20.525,'',S
+1,1,'Chibnall, Mrs. (Edith Martha Bowerman)',female,?,0,1,113505,55,E33,S
+0,3,'Skoog, Mrs. William (Anna Bernhardina Karlsson)',female,45,1,4,347088,27.9,'',S
+0,1,'Baumann, Mr. John D',male,?,0,0,'PC 17318',25.925,'',S
+0,3,'Ling, Mr. Lee',male,28,0,0,1601,56.4958,'',S
+0,1,'Van der hoef, Mr. Wyckoff',male,61,0,0,111240,33.5,B19,S
+0,3,'Rice, Master. Arthur',male,4,4,1,382652,29.125,'',Q
+1,3,'Johnson, Miss. Eleanor Ileen',female,1,1,1,347742,11.1333,'',S
+0,3,'Sivola, Mr. Antti Wilhelm',male,21,0,0,'STON/O 2. 3101280',7.925,'',S
+0,1,'Smith, Mr. James Clinch',male,56,0,0,17764,30.6958,A7,C
+0,3,'Klasen, Mr. Klas Albin',male,18,1,1,350404,7.8542,'',S
+0,3,'Lefebre, Master. Henry Forbes',male,?,3,1,4133,25.4667,'',S
+0,1,'Isham, Miss. Ann Elizabeth',female,50,0,0,'PC 17595',28.7125,C49,C
+0,2,'Hale, Mr. Reginald',male,30,0,0,250653,13,'',S
+0,3,'Leonard, Mr. Lionel',male,36,0,0,LINE,0,'',S
+0,3,'Sage, Miss. Constance Gladys',female,?,8,2,'CA. 2343',69.55,'',S
+0,2,'Pernot, Mr. Rene',male,?,0,0,'SC/PARIS 2131',15.05,'',C
+0,3,'Asplund, Master. Clarence Gustaf Hugo',male,9,4,2,347077,31.3875,'',S
+1,2,'Becker, Master. Richard F',male,1,2,1,230136,39,F4,S
+1,3,'Kink-Heilmann, Miss. Luise Gretchen',female,4,0,2,315153,22.025,'',S
+0,1,'Rood, Mr. Hugh Roscoe',male,?,0,0,113767,50,A32,S
+1,3,'O\'Brien, Mrs. Thomas (Johanna \"\"Hannah\"\" Godfrey)',female,?,1,0,370365,15.5,'',Q
+1,1,'Romaine, Mr. Charles Hallace (\"\"Mr C Rolmane\"\")',male,45,0,0,111428,26.55,'',S
+0,3,'Bourke, Mr. John',male,40,1,1,364849,15.5,'',Q
+0,3,'Turcin, Mr. Stjepan',male,36,0,0,349247,7.8958,'',S
+1,2,'Pinsky, Mrs. (Rosa)',female,32,0,0,234604,13,'',S
+0,2,'Carbines, Mr. William',male,19,0,0,28424,13,'',S
+1,3,'Andersen-Jensen, Miss. Carla Christine Nielsine',female,19,1,0,350046,7.8542,'',S
+1,2,'Navratil, Master. Michel M',male,3,1,1,230080,26,F2,S
+1,1,'Brown, Mrs. James Joseph (Margaret Tobin)',female,44,0,0,'PC 17610',27.7208,B4,C
+1,1,'Lurette, Miss. Elise',female,58,0,0,'PC 17569',146.5208,B80,C
+0,3,'Mernagh, Mr. Robert',male,?,0,0,368703,7.75,'',Q
+0,3,'Olsen, Mr. Karl Siegwart Andreas',male,42,0,1,4579,8.4042,'',S
+1,3,'Madigan, Miss. Margaret \"\"Maggie\"\"',female,?,0,0,370370,7.75,'',Q
+0,2,'Yrois, Miss. Henriette (\"\"Mrs Harbeck\"\")',female,24,0,0,248747,13,'',S
+0,3,'Vande Walle, Mr. Nestor Cyriel',male,28,0,0,345770,9.5,'',S
+0,3,'Sage, Mr. Frederick',male,?,8,2,'CA. 2343',69.55,'',S
+0,3,'Johanson, Mr. Jakob Alfred',male,34,0,0,3101264,6.4958,'',S
+0,3,'Youseff, Mr. Gerious',male,45.5,0,0,2628,7.225,'',C
+1,3,'Cohen, Mr. Gurshon \"\"Gus\"\"',male,18,0,0,'A/5 3540',8.05,'',S
+0,3,'Strom, Miss. Telma Matilda',female,2,0,1,347054,10.4625,G6,S
+0,3,'Backstrom, Mr. Karl Alfred',male,32,1,0,3101278,15.85,'',S
+1,3,'Albimona, Mr. Nassef Cassem',male,26,0,0,2699,18.7875,'',C
+1,3,'Carr, Miss. Helen \"\"Ellen\"\"',female,16,0,0,367231,7.75,'',Q
+1,1,'Blank, Mr. Henry',male,40,0,0,112277,31,A31,C
+0,3,'Ali, Mr. Ahmed',male,24,0,0,'SOTON/O.Q. 3101311',7.05,'',S
+1,2,'Cameron, Miss. Clear Annie',female,35,0,0,'F.C.C. 13528',21,'',S
+0,3,'Perkin, Mr. John Henry',male,22,0,0,'A/5 21174',7.25,'',S
+0,2,'Givard, Mr. Hans Kristensen',male,30,0,0,250646,13,'',S
+0,3,'Kiernan, Mr. Philip',male,?,1,0,367229,7.75,'',Q
+1,1,'Newell, Miss. Madeleine',female,31,1,0,35273,113.275,D36,C
+1,3,'Honkanen, Miss. Eliina',female,27,0,0,'STON/O2. 3101283',7.925,'',S
+0,2,'Jacobsohn, Mr. Sidney Samuel',male,42,1,0,243847,27,'',S
+1,1,'Bazzani, Miss. Albina',female,32,0,0,11813,76.2917,D15,C
+0,2,'Harris, Mr. Walter',male,30,0,0,'W/C 14208',10.5,'',S
+1,3,'Sunderland, Mr. Victor Francis',male,16,0,0,'SOTON/OQ 392089',8.05,'',S
+0,2,'Bracken, Mr. James H',male,27,0,0,220367,13,'',S
+0,3,'Green, Mr. George Henry',male,51,0,0,21440,8.05,'',S
+0,3,'Nenkoff, Mr. Christo',male,?,0,0,349234,7.8958,'',S
+1,1,'Hoyt, Mr. Frederick Maxfield',male,38,1,0,19943,90,C93,S
+0,3,'Berglund, Mr. Karl Ivar Sven',male,22,0,0,'PP 4348',9.35,'',S
+1,2,'Mellors, Mr. William John',male,19,0,0,'SW/PP 751',10.5,'',S
+0,3,'Lovell, Mr. John Hall (\"\"Henry\"\")',male,20.5,0,0,'A/5 21173',7.25,'',S
+0,2,'Fahlstrom, Mr. Arne Jonas',male,18,0,0,236171,13,'',S
+0,3,'Lefebre, Miss. Mathilde',female,?,3,1,4133,25.4667,'',S
+1,1,'Harris, Mrs. Henry Birkhardt (Irene Wallach)',female,35,1,0,36973,83.475,C83,S
+0,3,'Larsson, Mr. Bengt Edvin',male,29,0,0,347067,7.775,'',S
+0,2,'Sjostedt, Mr. Ernst Adolf',male,59,0,0,237442,13.5,'',S
+1,3,'Asplund, Miss. Lillian Gertrud',female,5,4,2,347077,31.3875,'',S
+0,2,'Leyson, Mr. Robert William Norman',male,24,0,0,'C.A. 29566',10.5,'',S
+0,3,'Harknett, Miss. Alice Phoebe',female,?,0,0,'W./C. 6609',7.55,'',S
+0,2,'Hold, Mr. Stephen',male,44,1,0,26707,26,'',S
+1,2,'Collyer, Miss. Marjorie \"\"Lottie\"\"',female,8,0,2,'C.A. 31921',26.25,'',S
+0,2,'Pengelly, Mr. Frederick William',male,19,0,0,28665,10.5,'',S
+0,2,'Hunt, Mr. George Henry',male,33,0,0,'SCO/W 1585',12.275,'',S
+0,3,'Zabour, Miss. Thamine',female,?,1,0,2665,14.4542,'',C
+1,3,'Murphy, Miss. Katherine \"\"Kate\"\"',female,?,1,0,367230,15.5,'',Q
+0,2,'Coleridge, Mr. Reginald Charles',male,29,0,0,'W./C. 14263',10.5,'',S
+0,3,'Maenpaa, Mr. Matti Alexanteri',male,22,0,0,'STON/O 2. 3101275',7.125,'',S
+0,3,'Attalah, Mr. Sleiman',male,30,0,0,2694,7.225,'',C
+0,1,'Minahan, Dr. William Edward',male,44,2,0,19928,90,C78,Q
+0,3,'Lindahl, Miss. Agda Thorilda Viktoria',female,25,0,0,347071,7.775,'',S
+1,2,'Hamalainen, Mrs. William (Anna)',female,24,0,2,250649,14.5,'',S
+1,1,'Beckwith, Mr. Richard Leonard',male,37,1,1,11751,52.5542,D35,S
+0,2,'Carter, Rev. Ernest Courtenay',male,54,1,0,244252,26,'',S
+0,3,'Reed, Mr. James George',male,?,0,0,362316,7.25,'',S
+0,3,'Strom, Mrs. Wilhelm (Elna Matilda Persson)',female,29,1,1,347054,10.4625,G6,S
+0,1,'Stead, Mr. William Thomas',male,62,0,0,113514,26.55,C87,S
+0,3,'Lobb, Mr. William Arthur',male,30,1,0,'A/5. 3336',16.1,'',S
+0,3,'Rosblom, Mrs. Viktor (Helena Wilhelmina)',female,41,0,2,370129,20.2125,'',S
+1,3,'Touma, Mrs. Darwis (Hanne Youssef Razi)',female,29,0,2,2650,15.2458,'',C
+1,1,'Thorne, Mrs. Gertrude Maybelle',female,?,0,0,'PC 17585',79.2,'',C
+1,1,'Cherry, Miss. Gladys',female,30,0,0,110152,86.5,B77,S
+1,1,'Ward, Miss. Anna',female,35,0,0,'PC 17755',512.3292,'',C
+1,2,'Parrish, Mrs. (Lutie Davis)',female,50,0,1,230433,26,'',S
+0,3,'Smith, Mr. Thomas',male,?,0,0,384461,7.75,'',Q
+1,3,'Asplund, Master. Edvin Rojj Felix',male,3,4,2,347077,31.3875,'',S
+0,1,'Taussig, Mr. Emil',male,52,1,1,110413,79.65,E67,S
+0,1,'Harrison, Mr. William',male,40,0,0,112059,0,B94,S
+0,3,'Henry, Miss. Delia',female,?,0,0,382649,7.75,'',Q
+0,2,'Reeves, Mr. David',male,36,0,0,'C.A. 17248',10.5,'',S
+0,3,'Panula, Mr. Ernesti Arvid',male,16,4,1,3101295,39.6875,'',S
+1,3,'Persson, Mr. Ernst Ulrik',male,25,1,0,347083,7.775,'',S
+1,1,'Graham, Mrs. William Thompson (Edith Junkins)',female,58,0,1,'PC 17582',153.4625,C125,S
+1,1,'Bissette, Miss. Amelia',female,35,0,0,'PC 17760',135.6333,C99,S
+0,1,'Cairns, Mr. Alexander',male,?,0,0,113798,31,'',S
+1,3,'Tornquist, Mr. William Henry',male,25,0,0,LINE,0,'',S
+1,2,'Mellinger, Mrs. (Elizabeth Anne Maidment)',female,41,0,1,250644,19.5,'',S
+0,1,'Natsch, Mr. Charles H',male,37,0,1,'PC 17596',29.7,C118,C
+1,3,'Healy, Miss. Hanora \"\"Nora\"\"',female,?,0,0,370375,7.75,'',Q
+1,1,'Andrews, Miss. Kornelia Theodosia',female,63,1,0,13502,77.9583,D7,S
+0,3,'Lindblom, Miss. Augusta Charlotta',female,45,0,0,347073,7.75,'',S
+0,2,'Parkes, Mr. Francis \"\"Frank\"\"',male,?,0,0,239853,0,'',S
+0,3,'Rice, Master. Eric',male,7,4,1,382652,29.125,'',Q
+1,3,'Abbott, Mrs. Stanton (Rosa Hunt)',female,35,1,1,'C.A. 2673',20.25,'',S
+0,3,'Duane, Mr. Frank',male,65,0,0,336439,7.75,'',Q
+0,3,'Olsson, Mr. Nils Johan Goransson',male,28,0,0,347464,7.8542,'',S
+0,3,'de Pelsmaeker, Mr. Alfons',male,16,0,0,345778,9.5,'',S
+1,3,'Dorking, Mr. Edward Arthur',male,19,0,0,'A/5. 10482',8.05,'',S
+0,1,'Smith, Mr. Richard William',male,?,0,0,113056,26,A19,S
+0,3,'Stankovic, Mr. Ivan',male,33,0,0,349239,8.6625,'',C
+1,3,'de Mulder, Mr. Theodore',male,30,0,0,345774,9.5,'',S
+0,3,'Naidenoff, Mr. Penko',male,22,0,0,349206,7.8958,'',S
+1,2,'Hosono, Mr. Masabumi',male,42,0,0,237798,13,'',S
+1,3,'Connolly, Miss. Kate',female,22,0,0,370373,7.75,'',Q
+1,1,'Barber, Miss. Ellen \"\"Nellie\"\"',female,26,0,0,19877,78.85,'',S
+1,1,'Bishop, Mrs. Dickinson H (Helen Walton)',female,19,1,0,11967,91.0792,B49,C
+0,2,'Levy, Mr. Rene Jacques',male,36,0,0,'SC/Paris 2163',12.875,D,C
+0,3,'Haas, Miss. Aloisia',female,24,0,0,349236,8.85,'',S
+0,3,'Mineff, Mr. Ivan',male,24,0,0,349233,7.8958,'',S
+0,1,'Lewy, Mr. Ervin G',male,?,0,0,'PC 17612',27.7208,'',C
+0,3,'Hanna, Mr. Mansour',male,23.5,0,0,2693,7.2292,'',C
+0,1,'Allison, Miss. Helen Loraine',female,2,1,2,113781,151.55,'C22 C26',S
+1,1,'Saalfeld, Mr. Adolphe',male,?,0,0,19988,30.5,C106,S
+1,1,'Baxter, Mrs. James (Helene DeLaudeniere Chaput)',female,50,0,1,'PC 17558',247.5208,'B58 B60',C
+1,3,'Kelly, Miss. Anna Katherine \"\"Annie Kate\"\"',female,?,0,0,9234,7.75,'',Q
+1,3,'McCoy, Mr. Bernard',male,?,2,0,367226,23.25,'',Q
+0,3,'Johnson, Mr. William Cahoone Jr',male,19,0,0,LINE,0,'',S
+1,2,'Keane, Miss. Nora A',female,?,0,0,226593,12.35,E101,Q
+0,3,'Williams, Mr. Howard Hugh \"\"Harry\"\"',male,?,0,0,'A/5 2466',8.05,'',S
+1,1,'Allison, Master. Hudson Trevor',male,0.92,1,2,113781,151.55,'C22 C26',S
+1,1,'Fleming, Miss. Margaret',female,?,0,0,17421,110.8833,'',C
+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
+0,2,'Abelson, Mr. Samuel',male,30,1,0,'P/PP 3381',24,'',C
+1,1,'Francatelli, Miss. Laura Mabel',female,30,0,0,'PC 17485',56.9292,E36,C
+1,1,'Hays, Miss. Margaret Bechstein',female,24,0,0,11767,83.1583,C54,C
+1,1,'Ryerson, Miss. Emily Borie',female,18,2,2,'PC 17608',262.375,'B57 B59 B63 B66',C
+0,2,'Lahtinen, Mrs. William (Anna Sylfven)',female,26,1,1,250651,26,'',S
+0,3,'Hendekovic, Mr. Ignjac',male,28,0,0,349243,7.8958,'',S
+0,2,'Hart, Mr. Benjamin',male,43,1,1,'F.C.C. 13529',26.25,'',S
+1,3,'Nilsson, Miss. Helmina Josefina',female,26,0,0,347470,7.8542,'',S
+1,2,'Kantor, Mrs. Sinai (Miriam Sternin)',female,24,1,0,244367,26,'',S
+0,2,'Moraweck, Dr. Ernest',male,54,0,0,29011,14,'',S
+1,1,'Wick, Miss. Mary Natalie',female,31,0,2,36928,164.8667,C7,S
+1,1,'Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)',female,40,1,1,16966,134.5,E34,C
+0,3,'Dennis, Mr. Samuel',male,22,0,0,'A/5 21172',7.25,'',S
+0,3,'Danoff, Mr. Yoto',male,27,0,0,349219,7.8958,'',S
+1,2,'Slayter, Miss. Hilda Mary',female,30,0,0,234818,12.35,'',Q
+1,2,'Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)',female,22,1,1,248738,29,'',S
+0,3,'Sage, Mr. George John Jr',male,?,8,2,'CA. 2343',69.55,'',S
+1,1,'Young, Miss. Marie Grice',female,36,0,0,'PC 17760',135.6333,C32,C
+0,3,'Nysveen, Mr. Johan Hansen',male,61,0,0,345364,6.2375,'',S
+1,2,'Ball, Mrs. (Ada E Hall)',female,36,0,0,28551,13,D,S
+1,3,'Goldsmith, Mrs. Frank John (Emily Alice Brown)',female,31,1,1,363291,20.525,'',S
+1,1,'Hippach, Miss. Jean Gertrude',female,16,0,1,111361,57.9792,B18,C
+1,3,'McCoy, Miss. Agnes',female,?,2,0,367226,23.25,'',Q
+0,1,'Partner, Mr. Austen',male,45.5,0,0,113043,28.5,C124,S
+0,1,'Graham, Mr. George Edward',male,38,0,1,'PC 17582',153.4625,C91,S
+0,3,'Vander Planke, Mr. Leo Edmondus',male,16,2,0,345764,18,'',S
+1,1,'Frauenthal, Mrs. Henry William (Clara Heinsheimer)',female,?,1,0,'PC 17611',133.65,'',S
+0,3,'Denkoff, Mr. Mitto',male,?,0,0,349225,7.8958,'',S
+0,1,'Pears, Mr. Thomas Clinton',male,29,1,0,113776,66.6,C2,S
+1,1,'Burns, Miss. Elizabeth Margaret',female,41,0,0,16966,134.5,E40,C
+1,3,'Dahl, Mr. Karl Edwart',male,45,0,0,7598,8.05,'',S
+0,1,'Blackwell, Mr. Stephen Weart',male,45,0,0,113784,35.5,T,S
+1,2,'Navratil, Master. Edmond Roger',male,2,1,1,230080,26,F2,S
+1,1,'Fortune, Miss. Alice Elizabeth',female,24,3,2,19950,263,'C23 C25 C27',S
+0,2,'Collander, Mr. Erik Gustaf',male,28,0,0,248740,13,'',S
+0,2,'Sedgwick, Mr. Charles Frederick Waddington',male,25,0,0,244361,13,'',S
+0,2,'Fox, Mr. Stanley Hubert',male,36,0,0,229236,13,'',S
+1,2,'Brown, Miss. Amelia \"\"Mildred\"\"',female,24,0,0,248733,13,F33,S
+1,2,'Smith, Miss. Marion Elsie',female,40,0,0,31418,13,'',S
+1,3,'Davison, Mrs. Thomas Henry (Mary E Finck)',female,?,1,0,386525,16.1,'',S
+1,3,'Coutts, Master. William Loch \"\"William\"\"',male,3,1,1,'C.A. 37671',15.9,'',S
+0,3,'Dimic, Mr. Jovan',male,42,0,0,315088,8.6625,'',S
+0,3,'Odahl, Mr. Nils Martin',male,23,0,0,7267,9.225,'',S
+0,1,'Williams-Lambert, Mr. Fletcher Fellows',male,?,0,0,113510,35,C128,S
+0,3,'Elias, Mr. Tannous',male,15,1,1,2695,7.2292,'',C
+0,3,'Arnold-Franchi, Mr. Josef',male,25,1,0,349237,17.8,'',S
+0,3,'Yousif, Mr. Wazli',male,?,0,0,2647,7.225,'',C
+0,3,'Vanden Steen, Mr. Leo Peter',male,28,0,0,345783,9.5,'',S
+1,1,'Bowerman, Miss. Elsie Edith',female,22,0,1,113505,55,E33,S
+0,2,'Funk, Miss. Annie Clemmer',female,38,0,0,237671,13,'',S
+1,3,'McGovern, Miss. Mary',female,?,0,0,330931,7.8792,'',Q
+1,3,'Mockler, Miss. Helen Mary \"\"Ellie\"\"',female,?,0,0,330980,7.8792,'',Q
+0,3,'Skoog, Mr. Wilhelm',male,40,1,4,347088,27.9,'',S
+0,2,'del Carlo, Mr. Sebastiano',male,29,1,0,'SC/PARIS 2167',27.7208,'',C
+0,3,'Barbara, Mrs. (Catherine David)',female,45,0,1,2691,14.4542,'',C
+0,3,'Asim, Mr. Adola',male,35,0,0,'SOTON/O.Q. 3101310',7.05,'',S
+0,3,'O\'Brien, Mr. Thomas',male,?,1,0,370365,15.5,'',Q
+0,3,'Adahl, Mr. Mauritz Nils Martin',male,30,0,0,'C 7076',7.25,'',S
+1,1,'Warren, Mrs. Frank Manley (Anna Sophia Atkinson)',female,60,1,0,110813,75.25,D37,C
+1,3,'Moussa, Mrs. (Mantoura Boulos)',female,?,0,0,2626,7.2292,'',C
+1,3,'Jermyn, Miss. Annie',female,?,0,0,14313,7.75,'',Q
+1,1,'Aubart, Mme. Leontine Pauline',female,24,0,0,'PC 17477',69.3,B35,C
+1,1,'Harder, Mr. George Achilles',male,25,1,0,11765,55.4417,E50,C
+0,3,'Wiklund, Mr. Jakob Alfred',male,18,1,0,3101267,6.4958,'',S
+0,3,'Beavan, Mr. William Thomas',male,19,0,0,323951,8.05,'',S
+0,1,'Ringhini, Mr. Sante',male,22,0,0,'PC 17760',135.6333,'',C
+0,3,'Palsson, Miss. Stina Viola',female,3,3,1,349909,21.075,'',S
+1,1,'Meyer, Mrs. Edgar Joseph (Leila Saks)',female,?,1,0,'PC 17604',82.1708,'',C
+1,3,'Landergren, Miss. Aurora Adelia',female,22,0,0,'C 7077',7.25,'',S
+0,1,'Widener, Mr. Harry Elkins',male,27,0,2,113503,211.5,C82,C
+0,3,'Betros, Mr. Tannous',male,20,0,0,2648,4.0125,'',C
+0,3,'Gustafsson, Mr. Karl Gideon',male,19,0,0,347069,7.775,'',S
+1,1,'Bidois, Miss. Rosalie',female,42,0,0,'PC 17757',227.525,'',C
+1,3,'Nakid, Miss. Maria (\"\"Mary\"\")',female,1,0,2,2653,15.7417,'',C
+0,3,'Tikkanen, Mr. Juho',male,32,0,0,'STON/O 2. 3101293',7.925,'',S
+1,1,'Holverson, Mrs. Alexander Oskar (Mary Aline Towner)',female,35,1,0,113789,52,'',S
+0,3,'Plotcharsky, Mr. Vasil',male,?,0,0,349227,7.8958,'',S
+0,2,'Davies, Mr. Charles Henry',male,18,0,0,'S.O.C. 14879',73.5,'',S
+0,3,'Goodwin, Master. Sidney Leonard',male,1,5,2,'CA 2144',46.9,'',S
+1,2,'Buss, Miss. Kate',female,36,0,0,27849,13,'',S
+0,3,'Sadlier, Mr. Matthew',male,?,0,0,367655,7.7292,'',Q
+1,2,'Lehmann, Miss. Bertha',female,17,0,0,'SC 1748',12,'',C
+1,1,'Carter, Mr. William Ernest',male,36,1,2,113760,120,'B96 B98',S
+1,3,'Jansson, Mr. Carl Olof',male,21,0,0,350034,7.7958,'',S
+0,3,'Gustafsson, Mr. Johan Birger',male,28,2,0,3101277,7.925,'',S
+1,1,'Newell, Miss. Marjorie',female,23,1,0,35273,113.275,D36,C
+1,3,'Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)',female,24,0,2,'PP 9549',16.7,G6,S
+0,3,'Johansson, Mr. Erik',male,22,0,0,350052,7.7958,'',S
+0,3,'Olsson, Miss. Elina',female,31,0,0,350407,7.8542,'',S
+0,2,'McKane, Mr. Peter David',male,46,0,0,28403,26,'',S
+0,2,'Pain, Dr. Alfred',male,23,0,0,244278,10.5,'',S
+1,2,'Trout, Mrs. William H (Jessie L)',female,28,0,0,240929,12.65,'',S
+1,3,'Niskanen, Mr. Juha',male,39,0,0,'STON/O 2. 3101289',7.925,'',S
+0,3,'Adams, Mr. John',male,26,0,0,341826,8.05,'',S
+0,3,'Jussila, Miss. Mari Aina',female,21,1,0,4137,9.825,'',S
+0,3,'Hakkarainen, Mr. Pekka Pietari',male,28,1,0,'STON/O2. 3101279',15.85,'',S
+0,3,'Oreskovic, Miss. Marija',female,20,0,0,315096,8.6625,'',S
+0,2,'Gale, Mr. Shadrach',male,34,1,0,28664,21,'',S
+0,3,'Widegren, Mr. Carl/Charles Peter',male,51,0,0,347064,7.75,'',S
+1,2,'Richards, Master. William Rowe',male,3,1,1,29106,18.75,'',S
+0,3,'Birkeland, Mr. Hans Martin Monsen',male,21,0,0,312992,7.775,'',S
+0,3,'Lefebre, Miss. Ida',female,?,3,1,4133,25.4667,'',S
+0,3,'Sdycoff, Mr. Todor',male,?,0,0,349222,7.8958,'',S
+0,3,'Hart, Mr. Henry',male,?,0,0,394140,6.8583,'',Q
+1,1,'Minahan, Miss. Daisy E',female,33,1,0,19928,90,C78,Q
+0,2,'Cunningham, Mr. Alfred Fleming',male,?,0,0,239853,0,'',S
+1,3,'Sundman, Mr. Johan Julian',male,44,0,0,'STON/O 2. 3101269',7.925,'',S
+0,3,'Meek, Mrs. Thomas (Annie Louise Rowley)',female,?,0,0,343095,8.05,'',S
+1,2,'Drew, Mrs. James Vivian (Lulu Thorne Christian)',female,34,1,1,28220,32.5,'',S
+1,2,'Silven, Miss. Lyyli Karoliina',female,18,0,2,250652,13,'',S
+0,2,'Matthews, Mr. William John',male,30,0,0,28228,13,'',S
+0,3,'Van Impe, Miss. Catharina',female,10,0,2,345773,24.15,'',S
+0,3,'Gheorgheff, Mr. Stanio',male,?,0,0,349254,7.8958,'',C
+0,3,'Charters, Mr. David',male,21,0,0,'A/5. 13032',7.7333,'',Q
+0,3,'Zimmerman, Mr. Leo',male,29,0,0,315082,7.875,'',S
+0,3,'Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)',female,28,1,1,347080,14.4,'',S
+0,3,'Rosblom, Mr. Viktor Richard',male,18,1,1,370129,20.2125,'',S
+0,3,'Wiseman, Mr. Phillippe',male,?,0,0,'A/4. 34244',7.25,'',S
+1,2,'Clarke, Mrs. Charles V (Ada Maria Winfield)',female,28,1,0,2003,26,'',S
+1,2,'Phillips, Miss. Kate Florence (\"\"Mrs Kate Louise Phillips Marshall\"\")',female,19,0,0,250655,26,'',S
+0,3,'Flynn, Mr. James',male,?,0,0,364851,7.75,'',Q
+1,3,'Pickard, Mr. Berk (Berk Trembisky)',male,32,0,0,'SOTON/O.Q. 392078',8.05,E10,S
+1,1,'Bjornstrom-Steffansson, Mr. Mauritz Hakan',male,28,0,0,110564,26.55,C52,S
+1,3,'Thorneycroft, Mrs. Percival (Florence Kate White)',female,?,1,0,376564,16.1,'',S
+1,2,'Louch, Mrs. Charles Alexander (Alice Adelaide Slow)',female,42,1,0,'SC/AH 3085',26,'',S
+0,3,'Kallio, Mr. Nikolai Erland',male,17,0,0,'STON/O 2. 3101274',7.125,'',S
+0,1,'Silvey, Mr. William Baird',male,50,1,0,13507,55.9,E44,S
+1,1,'Carter, Miss. Lucile Polk',female,14,1,2,113760,120,'B96 B98',S
+0,3,'Ford, Miss. Doolina Margaret \"\"Daisy\"\"',female,21,2,2,'W./C. 6608',34.375,'',S
+1,2,'Richards, Mrs. Sidney (Emily Hocking)',female,24,2,3,29106,18.75,'',S
+0,1,'Fortune, Mr. Mark',male,64,1,4,19950,263,'C23 C25 C27',S
+0,2,'Kvillner, Mr. Johan Henrik Johannesson',male,31,0,0,'C.A. 18723',10.5,'',S
+1,2,'Hart, Mrs. Benjamin (Esther Ada Bloomfield)',female,45,1,1,'F.C.C. 13529',26.25,'',S
+0,3,'Hampe, Mr. Leon',male,20,0,0,345769,9.5,'',S
+0,3,'Petterson, Mr. Johan Emil',male,25,1,0,347076,7.775,'',S
+1,2,'Reynaldo, Ms. Encarnacion',female,28,0,0,230434,13,'',S
+1,3,'Johannesen-Bratthammer, Mr. Bernt',male,?,0,0,65306,8.1125,'',S
+1,1,'Dodge, Master. Washington',male,4,0,2,33638,81.8583,A34,S
+1,2,'Mellinger, Miss. Madeleine Violet',female,13,0,1,250644,19.5,'',S
+1,1,'Seward, Mr. Frederic Kimber',male,34,0,0,113794,26.55,'',S
+1,3,'Baclini, Miss. Marie Catherine',female,5,2,1,2666,19.2583,'',C
+1,1,'Peuchen, Major. Arthur Godfrey',male,52,0,0,113786,30.5,C104,S
+0,2,'West, Mr. Edwy Arthur',male,36,1,2,'C.A. 34651',27.75,'',S
+0,3,'Hagland, Mr. Ingvald Olai Olsen',male,?,1,0,65303,19.9667,'',S
+0,1,'Foreman, Mr. Benjamin Laventall',male,30,0,0,113051,27.75,C111,C
+1,1,'Goldenberg, Mr. Samuel L',male,49,1,0,17453,89.1042,C92,C
+0,3,'Peduzzi, Mr. Joseph',male,?,0,0,'A/5 2817',8.05,'',S
+1,3,'Jalsevac, Mr. Ivan',male,29,0,0,349240,7.8958,'',C
+0,1,'Millet, Mr. Francis Davis',male,65,0,0,13509,26.55,E38,S
+1,1,'Kenyon, Mrs. Frederick R (Marion)',female,?,1,0,17464,51.8625,D21,S
+1,2,'Toomey, Miss. Ellen',female,50,0,0,'F.C.C. 13531',10.5,'',S
+0,3,'O\'Connor, Mr. Maurice',male,?,0,0,371060,7.75,'',Q
+1,1,'Anderson, Mr. Harry',male,48,0,0,19952,26.55,E12,S
+0,3,'Morley, Mr. William',male,34,0,0,364506,8.05,'',S
+0,1,'Gee, Mr. Arthur H',male,47,0,0,111320,38.5,E63,S
+0,2,'Milling, Mr. Jacob Christian',male,48,0,0,234360,13,'',S
+0,3,'Maisner, Mr. Simon',male,?,0,0,'A/S 2816',8.05,'',S
+0,3,'Goncalves, Mr. Manuel Estanslas',male,38,0,0,'SOTON/O.Q. 3101306',7.05,'',S
+0,2,'Campbell, Mr. William',male,?,0,0,239853,0,'',S
+0,1,'Smart, Mr. John Montgomery',male,56,0,0,113792,26.55,'',S
+0,3,'Scanlan, Mr. James',male,?,0,0,36209,7.725,'',Q
+1,3,'Baclini, Miss. Helene Barbara',female,0.75,2,1,2666,19.2583,'',C
+0,3,'Keefe, Mr. Arthur',male,?,0,0,323592,7.25,'',S
+0,3,'Cacic, Mr. Luka',male,38,0,0,315089,8.6625,'',S
+1,2,'West, Mrs. Edwy Arthur (Ada Mary Worth)',female,33,1,2,'C.A. 34651',27.75,'',S
+1,2,'Jerwan, Mrs. Amin S (Marie Marthe Thuillard)',female,23,0,0,'SC/AH Basle 541',13.7917,D,C
+0,3,'Strandberg, Miss. Ida Sofia',female,22,0,0,7553,9.8375,'',S
+0,1,'Clifford, Mr. George Quincy',male,?,0,0,110465,52,A14,S
+0,2,'Renouf, Mr. Peter Henry',male,34,1,0,31027,21,'',S
+0,3,'Braund, Mr. Lewis Richard',male,29,1,0,3460,7.0458,'',S
+0,3,'Karlsson, Mr. Nils August',male,22,0,0,350060,7.5208,'',S
+1,3,'Hirvonen, Miss. Hildur E',female,2,0,1,3101298,12.2875,'',S
+0,3,'Goodwin, Master. Harold Victor',male,9,5,2,'CA 2144',46.9,'',S
+0,2,'Frost, Mr. Anthony Wood \"\"Archie\"\"',male,?,0,0,239854,0,'',S
+0,3,'Rouse, Mr. Richard Henry',male,50,0,0,'A/5 3594',8.05,'',S
+1,3,'Turkula, Mrs. (Hedwig)',female,63,0,0,4134,9.5875,'',S
+1,1,'Bishop, Mr. Dickinson H',male,25,1,0,11967,91.0792,B49,C
+0,3,'Lefebre, Miss. Jeannie',female,?,3,1,4133,25.4667,'',S
+1,1,'Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)',female,35,1,0,19943,90,C93,S
+0,1,'Kent, Mr. Edward Austin',male,58,0,0,11771,29.7,B37,C
+0,3,'Somerton, Mr. Francis William',male,30,0,0,'A.5. 18509',8.05,'',S
+1,3,'Coutts, Master. Eden Leslie \"\"Neville\"\"',male,9,1,1,'C.A. 37671',15.9,'',S
+0,3,'Hagland, Mr. Konrad Mathias Reiersen',male,?,1,0,65304,19.9667,'',S
+0,3,'Windelov, Mr. Einar',male,21,0,0,'SOTON/OQ 3101317',7.25,'',S
+0,1,'Molson, Mr. Harry Markland',male,55,0,0,113787,30.5,C30,S
+0,1,'Artagaveytia, Mr. Ramon',male,71,0,0,'PC 17609',49.5042,'',C
+0,3,'Stanley, Mr. Edward Roland',male,21,0,0,'A/4 45380',8.05,'',S
+0,3,'Yousseff, Mr. Gerious',male,?,0,0,2627,14.4583,'',C
+1,1,'Eustis, Miss. Elizabeth Mussey',female,54,1,0,36947,78.2667,D20,C
+0,3,'Shellard, Mr. Frederick William',male,?,0,0,'C.A. 6212',15.1,'',S
+0,1,'Allison, Mrs. Hudson J C (Bessie Waldo Daniels)',female,25,1,2,113781,151.55,'C22 C26',S
+0,3,'Svensson, Mr. Olof',male,24,0,0,350035,7.7958,'',S
+0,3,'Calic, Mr. Petar',male,17,0,0,315086,8.6625,'',S
+0,3,'Canavan, Miss. Mary',female,21,0,0,364846,7.75,'',Q
+0,3,'O\'Sullivan, Miss. Bridget Mary',female,?,0,0,330909,7.6292,'',Q
+0,3,'Laitinen, Miss. Kristina Sofia',female,37,0,0,4135,9.5875,'',S
+1,1,'Maioni, Miss. Roberta',female,16,0,0,110152,86.5,B79,S
+0,1,'Penasco y Castellana, Mr. Victor de Satode',male,18,1,0,'PC 17758',108.9,C65,C
+1,2,'Quick, Mrs. Frederick Charles (Jane Richards)',female,33,0,2,26360,26,'',S
+1,1,'Bradley, Mr. George (\"\"George Arthur Brayton\"\")',male,?,0,0,111427,26.55,'',S
+0,3,'Olsen, Mr. Henry Margido',male,28,0,0,'C 4001',22.525,'',S
+1,3,'Lang, Mr. Fang',male,26,0,0,1601,56.4958,'',S
+1,3,'Daly, Mr. Eugene Patrick',male,29,0,0,382651,7.75,'',Q
+0,3,'Webber, Mr. James',male,?,0,0,'SOTON/OQ 3101316',8.05,'',S
+1,1,'McGough, Mr. James Robert',male,36,0,0,'PC 17473',26.2875,E25,S
+1,1,'Rothschild, Mrs. Martin (Elizabeth L. Barrett)',female,54,1,0,'PC 17603',59.4,'',C
+0,3,'Coleff, Mr. Satio',male,24,0,0,349209,7.4958,'',S
+0,1,'Walker, Mr. William Anderson',male,47,0,0,36967,34.0208,D46,S
+1,2,'Lemore, Mrs. (Amelia Milley)',female,34,0,0,'C.A. 34260',10.5,F33,S
+0,3,'Ryan, Mr. Patrick',male,?,0,0,371110,24.15,'',Q
+1,2,'Angle, Mrs. William A (Florence \"\"Mary\"\" Agnes Hughes)',female,36,1,0,226875,26,'',S
+0,3,'Pavlovic, Mr. Stefo',male,32,0,0,349242,7.8958,'',S
+1,1,'Perreault, Miss. Anne',female,30,0,0,12749,93.5,B73,S
+0,3,'Vovk, Mr. Janko',male,22,0,0,349252,7.8958,'',S
+0,3,'Lahoud, Mr. Sarkis',male,?,0,0,2624,7.225,'',C
+1,1,'Hippach, Mrs. Louis Albert (Ida Sophia Fischer)',female,44,0,1,111361,57.9792,B18,C
+0,3,'Kassem, Mr. Fared',male,?,0,0,2700,7.2292,'',C
+0,3,'Farrell, Mr. James',male,40.5,0,0,367232,7.75,'',Q
+1,2,'Ridsdale, Miss. Lucy',female,50,0,0,'W./C. 14258',10.5,'',S
+0,1,'Farthing, Mr. John',male,?,0,0,'PC 17483',221.7792,C95,S
+0,3,'Salonen, Mr. Johan Werner',male,39,0,0,3101296,7.925,'',S
+0,2,'Hocking, Mr. Richard George',male,23,2,1,29104,11.5,'',S
+1,2,'Quick, Miss. Phyllis May',female,2,1,1,26360,26,'',S
+0,3,'Toufik, Mr. Nakli',male,?,0,0,2641,7.2292,'',C
+0,3,'Elias, Mr. Joseph Jr',male,17,1,1,2690,7.2292,'',C
+1,3,'Peter, Mrs. Catherine (Catherine Rizk)',female,?,0,2,2668,22.3583,'',C
+0,3,'Cacic, Miss. Marija',female,30,0,0,315084,8.6625,'',S
+1,2,'Hart, Miss. Eva Miriam',female,7,0,2,'F.C.C. 13529',26.25,'',S
+0,1,'Butt, Major. Archibald Willingham',male,45,0,0,113050,26.55,B38,S
+1,1,'LeRoy, Miss. Bertha',female,30,0,0,'PC 17761',106.425,'',C
+0,3,'Risien, Mr. Samuel Beard',male,?,0,0,364498,14.5,'',S
+1,1,'Frolicher, Miss. Hedwig Margaritha',female,22,0,2,13568,49.5,B39,C
+1,1,'Crosby, Miss. Harriet R',female,36,0,2,'WE/P 5735',71,B22,S
+0,3,'Andersson, Miss. Ingeborg Constanzia',female,9,4,2,347082,31.275,'',S
+0,3,'Andersson, Miss. Sigrid Elisabeth',female,11,4,2,347082,31.275,'',S
+1,2,'Beane, Mr. Edward',male,32,1,0,2908,26,'',S
+0,1,'Douglas, Mr. Walter Donald',male,50,1,0,'PC 17761',106.425,C86,C
+0,1,'Nicholson, Mr. Arthur Ernest',male,64,0,0,693,26,'',S
+1,2,'Beane, Mrs. Edward (Ethel Clarke)',female,19,1,0,2908,26,'',S
+1,2,'Padro y Manent, Mr. Julian',male,?,0,0,'SC/PARIS 2146',13.8625,'',C
+0,3,'Goldsmith, Mr. Frank John',male,33,1,1,363291,20.525,'',S
+1,2,'Davies, Master. John Morgan Jr',male,8,1,1,'C.A. 33112',36.75,'',S
+1,1,'Thayer, Mr. John Borland Jr',male,17,0,2,17421,110.8833,C70,C
+0,2,'Sharp, Mr. Percival James R',male,27,0,0,244358,26,'',S
+0,3,'O\'Brien, Mr. Timothy',male,?,0,0,330979,7.8292,'',Q
+1,3,'Leeni, Mr. Fahim (\"\"Philip Zenni\"\")',male,22,0,0,2620,7.225,'',C
+1,3,'Ohman, Miss. Velin',female,22,0,0,347085,7.775,'',S
+0,1,'Wright, Mr. George',male,62,0,0,113807,26.55,'',S
+1,1,'Duff Gordon, Lady. (Lucille Christiana Sutherland) (\"\"Mrs Morgan\"\")',female,48,1,0,11755,39.6,A16,C
+0,1,'Robbins, Mr. Victor',male,?,0,0,'PC 17757',227.525,'',C
+1,1,'Taussig, Mrs. Emil (Tillie Mandelbaum)',female,39,1,1,110413,79.65,E67,S
+1,3,'de Messemaeker, Mrs. Guillaume Joseph (Emma)',female,36,1,0,345572,17.4,'',S
+0,3,'Morrow, Mr. Thomas Rowan',male,?,0,0,372622,7.75,'',Q
+0,3,'Sivic, Mr. Husein',male,40,0,0,349251,7.8958,'',S
+0,2,'Norman, Mr. Robert Douglas',male,28,0,0,218629,13.5,'',S
+0,3,'Simmons, Mr. John',male,?,0,0,'SOTON/OQ 392082',8.05,'',S
+0,3,'Meanwell, Miss. (Marion Ogden)',female,?,0,0,'SOTON/O.Q. 392087',8.05,'',S
+0,3,'Davies, Mr. Alfred J',male,24,2,0,'A/4 48871',24.15,'',S
+0,3,'Stoytcheff, Mr. Ilia',male,19,0,0,349205,7.8958,'',S
+0,3,'Palsson, Mrs. Nils (Alma Cornelia Berglund)',female,29,0,4,349909,21.075,'',S
+0,3,'Doharr, Mr. Tannous',male,?,0,0,2686,7.2292,'',C
+1,3,'Jonsson, Mr. Carl',male,32,0,0,350417,7.8542,'',S
+1,2,'Harris, Mr. George',male,62,0,0,'S.W./PP 752',10.5,'',S
+1,1,'Appleton, Mrs. Edward Dale (Charlotte Lamson)',female,53,2,0,11769,51.4792,C101,S
+1,1,'Flynn, Mr. John Irwin (\"\"Irving\"\")',male,36,0,0,'PC 17474',26.3875,E25,S
+1,3,'Kelly, Miss. Mary',female,?,0,0,14312,7.75,'',Q
+0,3,'Rush, Mr. Alfred George John',male,16,0,0,'A/4. 20589',8.05,'',S
+0,3,'Patchett, Mr. George',male,19,0,0,358585,14.5,'',S
+1,2,'Garside, Miss. Ethel',female,34,0,0,243880,13,'',S
+1,1,'Silvey, Mrs. William Baird (Alice Munger)',female,39,1,0,13507,55.9,E44,S
+0,3,'Caram, Mrs. Joseph (Maria Elias)',female,?,1,0,2689,14.4583,'',C
+1,3,'Jussila, Mr. Eiriik',male,32,0,0,'STON/O 2. 3101286',7.925,'',S
+1,2,'Christy, Miss. Julie Rachel',female,25,1,1,237789,30,'',S
+1,1,'Thayer, Mrs. John Borland (Marian Longstreth Morris)',female,39,1,1,17421,110.8833,C68,C
+0,2,'Downton, Mr. William James',male,54,0,0,28403,26,'',S
+0,1,'Ross, Mr. John Hugo',male,36,0,0,13049,40.125,A10,C
+0,3,'Paulner, Mr. Uscher',male,?,0,0,3411,8.7125,'',C
+1,1,'Taussig, Miss. Ruth',female,18,0,2,110413,79.65,E68,S
+0,2,'Jarvis, Mr. John Denzil',male,47,0,0,237565,15,'',S
+1,1,'Frolicher-Stehli, Mr. Maxmillian',male,60,1,1,13567,79.2,B41,C
+0,3,'Gilinski, Mr. Eliezer',male,22,0,0,14973,8.05,'',S
+0,3,'Murdlin, Mr. Joseph',male,?,0,0,'A./5. 3235',8.05,'',S
+0,3,'Rintamaki, Mr. Matti',male,35,0,0,'STON/O 2. 3101273',7.125,'',S
+1,1,'Stephenson, Mrs. Walter Bertram (Martha Eustis)',female,52,1,0,36947,78.2667,D20,C
+0,3,'Elsbury, Mr. William James',male,47,0,0,'A/5 3902',7.25,'',S
+0,3,'Bourke, Miss. Mary',female,?,0,2,364848,7.75,'',Q
+0,2,'Chapman, Mr. John Henry',male,37,1,0,'SC/AH 29037',26,'',S
+0,3,'Van Impe, Mr. Jean Baptiste',male,36,1,1,345773,24.15,'',S
+1,2,'Leitch, Miss. Jessie Wills',female,?,0,0,248727,33,'',S
+0,3,'Johnson, Mr. Alfred',male,49,0,0,LINE,0,'',S
+0,3,'Boulos, Mr. Hanna',male,?,0,0,2664,7.225,'',C
+1,1,'Duff Gordon, Sir. Cosmo Edmund (\"\"Mr Morgan\"\")',male,49,1,0,'PC 17485',56.9292,A20,C
+1,2,'Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)',female,24,2,1,243847,27,'',S
+0,3,'Slabenoff, Mr. Petco',male,?,0,0,349214,7.8958,'',S
+0,1,'Harrington, Mr. Charles H',male,?,0,0,113796,42.4,'',S
+0,3,'Torber, Mr. Ernst William',male,44,0,0,364511,8.05,'',S
+1,1,'Homer, Mr. Harry (\"\"Mr E Haven\"\")',male,35,0,0,111426,26.55,'',C
+0,3,'Lindell, Mr. Edvard Bengtsson',male,36,1,0,349910,15.55,'',S
+0,3,'Karaic, Mr. Milan',male,30,0,0,349246,7.8958,'',S
+1,1,'Daniel, Mr. Robert Williams',male,27,0,0,113804,30.5,'',S
+1,2,'Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)',female,22,1,2,'SC/Paris 2123',41.5792,'',C
+1,1,'Shutes, Miss. Elizabeth W',female,40,0,0,'PC 17582',153.4625,C125,S
+0,3,'Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)',female,39,1,5,347082,31.275,'',S
+0,3,'Jardin, Mr. Jose Neto',male,?,0,0,'SOTON/O.Q. 3101305',7.05,'',S
+1,3,'Murphy, Miss. Margaret Jane',female,?,1,0,367230,15.5,'',Q
+0,3,'Horgan, Mr. John',male,?,0,0,370377,7.75,'',Q
+0,3,'Brocklebank, Mr. William Alfred',male,35,0,0,364512,8.05,'',S
+1,2,'Herman, Miss. Alice',female,24,1,2,220845,65,'',S
+0,3,'Danbom, Mr. Ernst Gilbert',male,34,1,1,347080,14.4,'',S
+0,3,'Lobb, Mrs. William Arthur (Cordelia K Stanlick)',female,26,1,0,'A/5. 3336',16.1,'',S
+1,2,'Becker, Miss. Marion Louise',female,4,2,1,230136,39,F4,S
+0,2,'Gavey, Mr. Lawrence',male,26,0,0,31028,10.5,'',S
+0,3,'Yasbeck, Mr. Antoni',male,27,1,0,2659,14.4542,'',C
+1,1,'Kimball, Mr. Edwin Nelson Jr',male,42,1,0,11753,52.5542,D19,S
+1,3,'Nakid, Mr. Sahid',male,20,1,1,2653,15.7417,'',C
+0,3,'Hansen, Mr. Henry Damsgaard',male,21,0,0,350029,7.8542,'',S
+0,3,'Bowen, Mr. David John \"\"Dai\"\"',male,21,0,0,54636,16.1,'',S
+0,1,'Sutton, Mr. Frederick',male,61,0,0,36963,32.3208,D50,S
+0,2,'Kirkland, Rev. Charles Leonard',male,57,0,0,219533,12.35,'',Q
+1,1,'Longley, Miss. Gretchen Fiske',female,21,0,0,13502,77.9583,D9,S
+0,3,'Bostandyeff, Mr. Guentcho',male,26,0,0,349224,7.8958,'',S
+0,3,'O\'Connell, Mr. Patrick D',male,?,0,0,334912,7.7333,'',Q
+1,1,'Barkworth, Mr. Algernon Henry Wilson',male,80,0,0,27042,30,A23,S
+0,3,'Lundahl, Mr. Johan Svensson',male,51,0,0,347743,7.0542,'',S
+1,1,'Stahelin-Maeglin, Dr. Max',male,32,0,0,13214,30.5,B50,C
+0,1,'Parr, Mr. William Henry Marsh',male,?,0,0,112052,0,'',S
+0,3,'Skoog, Miss. Mabel',female,9,3,2,347088,27.9,'',S
+1,2,'Davis, Miss. Mary',female,28,0,0,237668,13,'',S
+0,3,'Leinonen, Mr. Antti Gustaf',male,32,0,0,'STON/O 2. 3101292',7.925,'',S
+0,2,'Collyer, Mr. Harvey',male,31,1,1,'C.A. 31921',26.25,'',S
+0,3,'Panula, Mrs. Juha (Maria Emilia Ojala)',female,41,0,5,3101295,39.6875,'',S
+0,3,'Thorneycroft, Mr. Percival',male,?,1,0,376564,16.1,'',S
+0,3,'Jensen, Mr. Hans Peder',male,20,0,0,350050,7.8542,'',S
+1,1,'Sagesser, Mlle. Emma',female,24,0,0,'PC 17477',69.3,B35,C
+0,3,'Skoog, Miss. Margit Elizabeth',female,2,3,2,347088,27.9,'',S
+1,3,'Foo, Mr. Choong',male,?,0,0,1601,56.4958,'',S
+1,3,'Baclini, Miss. Eugenie',female,0.75,2,1,2666,19.2583,'',C
+1,1,'Harper, Mr. Henry Sleeper',male,48,1,0,'PC 17572',76.7292,D33,C
+0,3,'Cor, Mr. Liudevit',male,19,0,0,349231,7.8958,'',S
+1,1,'Simonius-Blumer, Col. Oberst Alfons',male,56,0,0,13213,35.5,A26,C
+0,3,'Willey, Mr. Edward',male,?,0,0,'S.O./P.P. 751',7.55,'',S
+1,3,'Stanley, Miss. Amy Zillah Elsie',female,23,0,0,'CA. 2314',7.55,'',S
+0,3,'Mitkoff, Mr. Mito',male,?,0,0,349221,7.8958,'',S
+1,2,'Doling, Miss. Elsie',female,18,0,1,231919,23,'',S
+0,3,'Kalvik, Mr. Johannes Halvorsen',male,21,0,0,8475,8.4333,'',S
+1,3,'O\'Leary, Miss. Hanora \"\"Norah\"\"',female,?,0,0,330919,7.8292,'',Q
+0,3,'Hegarty, Miss. Hanora \"\"Nora\"\"',female,18,0,0,365226,6.75,'',Q
+0,2,'Hickman, Mr. Leonard Mark',male,24,2,0,'S.O.C. 14879',73.5,'',S
+0,3,'Radeff, Mr. Alexander',male,?,0,0,349223,7.8958,'',S
+0,3,'Bourke, Mrs. John (Catherine)',female,32,1,1,364849,15.5,'',Q
+0,2,'Eitemiller, Mr. George Floyd',male,23,0,0,29751,13,'',S
+0,1,'Newell, Mr. Arthur Webster',male,58,0,2,35273,113.275,D48,C
+1,1,'Frauenthal, Dr. Henry William',male,50,2,0,'PC 17611',133.65,'',S
+0,3,'Badt, Mr. Mohamed',male,40,0,0,2623,7.225,'',C
+0,1,'Colley, Mr. Edward Pomeroy',male,47,0,0,5727,25.5875,E58,S
+0,3,'Coleff, Mr. Peju',male,36,0,0,349210,7.4958,'',S
+1,3,'Lindqvist, Mr. Eino William',male,20,1,0,'STON/O 2. 3101285',7.925,'',S
+0,2,'Hickman, Mr. Lewis',male,32,2,0,'S.O.C. 14879',73.5,'',S
+0,2,'Butler, Mr. Reginald Fenton',male,25,0,0,234686,13,'',S
+0,3,'Rommetvedt, Mr. Knud Paust',male,?,0,0,312993,7.775,'',S
+0,3,'Cook, Mr. Jacob',male,43,0,0,'A/5 3536',8.05,'',S
+1,1,'Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)',female,?,1,0,19996,52,C126,S
+1,2,'Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)',female,40,1,1,29750,39,'',S
+0,1,'Davidson, Mr. Thornton',male,31,1,0,'F.C. 12750',52,B71,S
+0,2,'Mitchell, Mr. Henry Michael',male,70,0,0,'C.A. 24580',10.5,'',S
+1,2,'Wilhelms, Mr. Charles',male,31,0,0,244270,13,'',S
+0,2,'Watson, Mr. Ennis Hastings',male,?,0,0,239856,0,'',S
+0,3,'Edvardsson, Mr. Gustaf Hjalmar',male,18,0,0,349912,7.775,'',S
+0,3,'Sawyer, Mr. Frederick Charles',male,24.5,0,0,342826,8.05,'',S
+1,3,'Turja, Miss. Anna Sofia',female,18,0,0,4138,9.8417,'',S
+0,3,'Goodwin, Mrs. Frederick (Augusta Tyler)',female,43,1,6,'CA 2144',46.9,'',S
+1,1,'Cardeza, Mr. Thomas Drake Martinez',male,36,0,1,'PC 17755',512.3292,'B51 B53 B55',C
+0,3,'Peters, Miss. Katie',female,?,0,0,330935,8.1375,'',Q
+1,1,'Hassab, Mr. Hammad',male,27,0,0,'PC 17572',76.7292,D49,C
+0,3,'Olsvigen, Mr. Thor Anderson',male,20,0,0,6563,9.225,'',S
+0,3,'Goodwin, Mr. Charles Edward',male,14,5,2,'CA 2144',46.9,'',S
+0,2,'Brown, Mr. Thomas William Solomon',male,60,1,1,29750,39,'',S
+0,2,'Laroche, Mr. Joseph Philippe Lemercier',male,25,1,2,'SC/Paris 2123',41.5792,'',C
+0,3,'Panula, Mr. Jaako Arnold',male,14,4,1,3101295,39.6875,'',S
+0,3,'Dakic, Mr. Branko',male,19,0,0,349228,10.1708,'',S
+0,3,'Fischer, Mr. Eberhard Thelander',male,18,0,0,350036,7.7958,'',S
+1,1,'Madill, Miss. Georgette Alexandra',female,15,0,1,24160,211.3375,B5,S
+1,1,'Dick, Mr. Albert Adrian',male,31,1,0,17474,57,B20,S
+1,3,'Karun, Miss. Manca',female,4,0,1,349256,13.4167,'',C
+1,3,'Lam, Mr. Ali',male,?,0,0,1601,56.4958,'',S
+0,3,'Saad, Mr. Khalil',male,25,0,0,2672,7.225,'',C
+0,1,'Weir, Col. John',male,60,0,0,113800,26.55,'',S
+0,2,'Chapman, Mr. Charles Henry',male,52,0,0,248731,13.5,'',S
+0,3,'Kelly, Mr. James',male,44,0,0,363592,8.05,'',S
+1,3,'Mullens, Miss. Katherine \"\"Katie\"\"',female,?,0,0,35852,7.7333,'',Q
+0,1,'Thayer, Mr. John Borland',male,49,1,1,17421,110.8833,C68,C
+0,3,'Humblen, Mr. Adolf Mathias Nicolai Olsen',male,42,0,0,348121,7.65,'F G63',S
+1,1,'Astor, Mrs. John Jacob (Madeleine Talmadge Force)',female,18,1,0,'PC 17757',227.525,'C62 C64',C
+1,1,'Silverthorne, Mr. Spencer Victor',male,35,0,0,'PC 17475',26.2875,E24,S
+0,3,'Barbara, Miss. Saiide',female,18,0,1,2691,14.4542,'',C
+0,3,'Gallagher, Mr. Martin',male,25,0,0,36864,7.7417,'',Q
+0,3,'Hansen, Mr. Henrik Juul',male,26,1,0,350025,7.8542,'',S
+0,2,'Morley, Mr. Henry Samuel (\"\"Mr Henry Marshall\"\")',male,39,0,0,250655,26,'',S
+1,2,'Kelly, Mrs. Florence \"\"Fannie\"\"',female,45,0,0,223596,13.5,'',S
+1,1,'Calderhead, Mr. Edward Pennington',male,42,0,0,'PC 17476',26.2875,E24,S
+1,1,'Cleaver, Miss. Alice',female,22,0,0,113781,151.55,'',S
+1,3,'Moubarek, Master. Halim Gonios (\"\"William George\"\")',male,?,1,1,2661,15.2458,'',C
+1,1,'Mayne, Mlle. Berthe Antonine (\"\"Mrs de Villiers\"\")',female,24,0,0,'PC 17482',49.5042,C90,C
+0,1,'Klaber, Mr. Herman',male,?,0,0,113028,26.55,C124,S
+1,1,'Taylor, Mr. Elmer Zebley',male,48,1,0,19996,52,C126,S
+0,3,'Larsson, Mr. August Viktor',male,29,0,0,7545,9.4833,'',S
+0,2,'Greenberg, Mr. Samuel',male,52,0,0,250647,13,'',S
+0,3,'Soholt, Mr. Peter Andreas Lauritz Andersen',male,19,0,0,348124,7.65,'F G73',S
+1,1,'Endres, Miss. Caroline Louise',female,38,0,0,'PC 17757',227.525,C45,C
+1,2,'Troutt, Miss. Edwina Celia \"\"Winnie\"\"',female,27,0,0,34218,10.5,E101,S
+0,3,'McEvoy, Mr. Michael',male,?,0,0,36568,15.5,'',Q
+0,3,'Johnson, Mr. Malkolm Joackim',male,33,0,0,347062,7.775,'',S
+1,2,'Harper, Miss. Annie Jessie \"\"Nina\"\"',female,6,0,1,248727,33,'',S
+0,3,'Jensen, Mr. Svend Lauritz',male,17,1,0,350048,7.0542,'',S
+0,2,'Gillespie, Mr. William Henry',male,34,0,0,12233,13,'',S
+0,2,'Hodges, Mr. Henry Price',male,50,0,0,250643,13,'',S
+1,1,'Chambers, Mr. Norman Campbell',male,27,1,0,113806,53.1,E8,S
+0,3,'Oreskovic, Mr. Luka',male,20,0,0,315094,8.6625,'',S
+1,2,'Renouf, Mrs. Peter Henry (Lillian Jefferys)',female,30,3,0,31027,21,'',S
+1,3,'Mannion, Miss. Margareth',female,?,0,0,36866,7.7375,'',Q
+0,2,'Bryhl, Mr. Kurt Arnold Gottfrid',male,25,1,0,236853,26,'',S
+0,3,'Ilmakangas, Miss. Pieta Sofia',female,25,1,0,'STON/O2. 3101271',7.925,'',S
+1,1,'Allen, Miss. Elisabeth Walton',female,29,0,0,24160,211.3375,B5,S
+0,3,'Hassan, Mr. Houssein G N',male,11,0,0,2699,18.7875,'',C
+0,2,'Knight, Mr. Robert J',male,?,0,0,239855,0,'',S
+0,2,'Berriman, Mr. William John',male,23,0,0,28425,13,'',S
+0,2,'Troupiansky, Mr. Moses Aaron',male,23,0,0,233639,13,'',S
+0,3,'Williams, Mr. Leslie',male,28.5,0,0,54636,16.1,'',S
+0,3,'Ford, Mrs. Edward (Margaret Ann Watson)',female,48,1,3,'W./C. 6608',34.375,'',S
+1,1,'Lesurer, Mr. Gustave J',male,35,0,0,'PC 17755',512.3292,B101,C
+0,3,'Ivanoff, Mr. Kanio',male,?,0,0,349201,7.8958,'',S
+0,3,'Nankoff, Mr. Minko',male,?,0,0,349218,7.8958,'',S
+1,1,'Hawksford, Mr. Walter James',male,?,0,0,16988,30,D45,S
+0,1,'Cavendish, Mr. Tyrell William',male,36,1,0,19877,78.85,C46,S
+1,1,'Ryerson, Miss. Susan Parker \"\"Suzette\"\"',female,21,2,2,'PC 17608',262.375,'B57 B59 B63 B66',C
+0,3,'McNamee, Mr. Neal',male,24,1,0,376566,16.1,'',S
+1,3,'Stranden, Mr. Juho',male,31,0,0,'STON/O 2. 3101288',7.925,'',S
+0,1,'Crosby, Capt. Edward Gifford',male,70,1,1,'WE/P 5735',71,B22,S
+0,3,'Abbott, Mr. Rossmore Edward',male,16,1,1,'C.A. 2673',20.25,'',S
+1,2,'Sinkkonen, Miss. Anna',female,30,0,0,250648,13,'',S
+0,1,'Marvin, Mr. Daniel Warner',male,19,1,0,113773,53.1,D30,S
+0,3,'Connaghton, Mr. Michael',male,31,0,0,335097,7.75,'',Q
+1,2,'Wells, Miss. Joan',female,4,1,1,29103,23,'',S
+1,3,'Moor, Master. Meier',male,6,0,1,392096,12.475,E121,S
+0,3,'Vande Velde, Mr. Johannes Joseph',male,33,0,0,345780,9.5,'',S
+0,3,'Jonkoff, Mr. Lalio',male,23,0,0,349204,7.8958,'',S
+1,2,'Herman, Mrs. Samuel (Jane Laver)',female,48,1,2,220845,65,'',S
+1,2,'Hamalainen, Master. Viljo',male,0.67,1,1,250649,14.5,'',S
+0,3,'Carlsson, Mr. August Sigfrid',male,28,0,0,350042,7.7958,'',S
+0,2,'Bailey, Mr. Percy Andrew',male,18,0,0,29108,11.5,'',S
+0,3,'Theobald, Mr. Thomas Leonard',male,34,0,0,363294,8.05,'',S
+1,1,'Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)',female,33,0,0,110152,86.5,B77,S
+0,3,'Garfirth, Mr. John',male,?,0,0,358585,14.5,'',S
+0,3,'Nirva, Mr. Iisakki Antino Aijo',male,41,0,0,'SOTON/O2 3101272',7.125,'',S
+1,3,'Barah, Mr. Hanna Assi',male,20,0,0,2663,7.2292,'',C
+1,1,'Carter, Mrs. William Ernest (Lucile Polk)',female,36,1,2,113760,120,'B96 B98',S
+0,3,'Eklund, Mr. Hans Linus',male,16,0,0,347074,7.775,'',S
+1,1,'Hogeboom, Mrs. John C (Anna Andrews)',female,51,1,0,13502,77.9583,D11,S
+0,1,'Brewe, Dr. Arthur Jackson',male,?,0,0,112379,39.6,'',C
+0,3,'Mangan, Miss. Mary',female,30.5,0,0,364850,7.75,'',Q
+0,3,'Moran, Mr. Daniel J',male,?,1,0,371110,24.15,'',Q
+0,3,'Gronnestad, Mr. Daniel Danielsen',male,32,0,0,8471,8.3625,'',S
+0,3,'Lievens, Mr. Rene Aime',male,24,0,0,345781,9.5,'',S
+0,3,'Jensen, Mr. Niels Peder',male,48,0,0,350047,7.8542,'',S
+0,2,'Mack, Mrs. (Mary)',female,57,0,0,'S.O./P.P. 3',10.5,E77,S
+0,3,'Elias, Mr. Dibo',male,?,0,0,2674,7.225,'',C
+1,2,'Hocking, Mrs. Elizabeth (Eliza Needs)',female,54,1,3,29105,23,'',S
+0,3,'Myhrman, Mr. Pehr Fabian Oliver Malkolm',male,18,0,0,347078,7.75,'',S
+0,3,'Tobin, Mr. Roger',male,?,0,0,383121,7.75,F38,Q
+1,3,'Emanuel, Miss. Virginia Ethel',female,5,0,0,364516,12.475,'',S
+0,3,'Kilgannon, Mr. Thomas J',male,?,0,0,36865,7.7375,'',Q
+1,1,'Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)',female,43,0,1,24160,211.3375,B3,S
+1,3,'Ayoub, Miss. Banoura',female,13,0,0,2687,7.2292,'',C
+1,1,'Dick, Mrs. Albert Adrian (Vera Gillespie)',female,17,1,0,17474,57,B20,S
+0,1,'Long, Mr. Milton Clyde',male,29,0,0,113501,30,D6,S
+0,3,'Johnston, Mr. Andrew G',male,?,1,2,'W./C. 6607',23.45,'',S
+0,3,'Ali, Mr. William',male,25,0,0,'SOTON/O.Q. 3101312',7.05,'',S
+0,3,'Harmer, Mr. Abraham (David Lishin)',male,25,0,0,374887,7.25,'',S
+1,3,'Sjoblom, Miss. Anna Sofia',female,18,0,0,3101265,7.4958,'',S
+0,3,'Rice, Master. George Hugh',male,8,4,1,382652,29.125,'',Q
+1,3,'Dean, Master. Bertram Vere',male,1,1,2,'C.A. 2315',20.575,'',S
+0,1,'Guggenheim, Mr. Benjamin',male,46,0,0,'PC 17593',79.2,'B82 B84',C
+0,3,'Keane, Mr. Andrew \"\"Andy\"\"',male,?,0,0,12460,7.75,'',Q
+0,2,'Gaskell, Mr. Alfred',male,16,0,0,239865,26,'',S
+0,3,'Sage, Miss. Stella Anna',female,?,8,2,'CA. 2343',69.55,'',S
+0,1,'Hoyt, Mr. William Fisher',male,?,0,0,'PC 17600',30.6958,'',C
+0,3,'Dantcheff, Mr. Ristiu',male,25,0,0,349203,7.8958,'',S
+0,2,'Otter, Mr. Richard',male,39,0,0,28213,13,'',S
+1,1,'Leader, Dr. Alice (Farnham)',female,49,0,0,17465,25.9292,D17,S
+1,3,'Osman, Mrs. Mara',female,31,0,0,349244,8.6833,'',S
+0,3,'Ibrahim Shawah, Mr. Yousseff',male,30,0,0,2685,7.2292,'',C
+0,3,'Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)',female,30,1,1,345773,24.15,'',S
+0,2,'Ponesell, Mr. Martin',male,34,0,0,250647,13,'',S
+1,2,'Collyer, Mrs. Harvey (Charlotte Annie Tate)',female,31,1,1,'C.A. 31921',26.25,'',S
+1,1,'Carter, Master. William Thornton II',male,11,1,2,113760,120,'B96 B98',S
+1,3,'Thomas, Master. Assad Alexander',male,0.42,0,1,2625,8.5167,'',C
+1,3,'Hedman, Mr. Oskar Arvid',male,27,0,0,347089,6.975,'',S
+0,3,'Johansson, Mr. Karl Johan',male,31,0,0,347063,7.775,'',S
+0,1,'Andrews, Mr. Thomas Jr',male,39,0,0,112050,0,A36,S
+0,3,'Pettersson, Miss. Ellen Natalia',female,18,0,0,347087,7.775,'',S
+0,2,'Meyer, Mr. August',male,39,0,0,248723,13,'',S
+1,1,'Chambers, Mrs. Norman Campbell (Bertha Griggs)',female,33,1,0,113806,53.1,E8,S
+0,3,'Alexander, Mr. William',male,26,0,0,3474,7.8875,'',S
+0,3,'Lester, Mr. James',male,39,0,0,'A/4 48871',24.15,'',S
+0,2,'Slemen, Mr. Richard James',male,35,0,0,28206,10.5,'',S
+0,3,'Andersson, Miss. Ebba Iris Alfrida',female,6,4,2,347082,31.275,'',S
+0,3,'Tomlin, Mr. Ernest Portage',male,30.5,0,0,364499,8.05,'',S
+0,1,'Fry, Mr. Richard',male,?,0,0,112058,0,B102,S
+0,3,'Heininen, Miss. Wendla Maria',female,23,0,0,'STON/O2. 3101290',7.925,'',S
+0,2,'Mallet, Mr. Albert',male,31,1,1,'S.C./PARIS 2079',37.0042,'',C
+0,3,'Holm, Mr. John Fredrik Alexander',male,43,0,0,'C 7075',6.45,'',S
+0,3,'Skoog, Master. Karl Thorsten',male,10,3,2,347088,27.9,'',S
+1,1,'Hays, Mrs. Charles Melville (Clara Jennings Gregg)',female,52,1,1,12749,93.5,B69,S
+1,3,'Lulic, Mr. Nikola',male,27,0,0,315098,8.6625,'',S
+0,1,'Reuchlin, Jonkheer. John George',male,38,0,0,19972,0,'',S
+1,3,'Moor, Mrs. (Beila)',female,27,0,1,392096,12.475,E121,S
+0,3,'Panula, Master. Urho Abraham',male,2,4,1,3101295,39.6875,'',S
+0,3,'Flynn, Mr. John',male,?,0,0,368323,6.95,'',Q
+0,3,'Lam, Mr. Len',male,?,0,0,1601,56.4958,'',S
+1,2,'Mallet, Master. Andre',male,1,0,2,'S.C./PARIS 2079',37.0042,'',C
+1,3,'McCormack, Mr. Thomas Joseph',male,?,0,0,367228,7.75,'',Q
+1,1,'Stone, Mrs. George Nelson (Martha Evelyn)',female,62,0,0,113572,80,B28,''
+1,3,'Yasbeck, Mrs. Antoni (Selini Alexander)',female,15,1,0,2659,14.4542,'',C
+1,2,'Richards, Master. George Sibley',male,0.83,1,1,29106,18.75,'',S
+0,3,'Saad, Mr. Amin',male,?,0,0,2671,7.2292,'',C
+0,3,'Augustsson, Mr. Albert',male,23,0,0,347468,7.8542,'',S
+0,3,'Allum, Mr. Owen George',male,18,0,0,2223,8.3,'',S
+1,1,'Compton, Miss. Sara Rebecca',female,39,1,1,'PC 17756',83.1583,E49,C
+0,3,'Pasic, Mr. Jakob',male,21,0,0,315097,8.6625,'',S
+0,3,'Sirota, Mr. Maurice',male,?,0,0,392092,8.05,'',S
+1,3,'Chip, Mr. Chang',male,32,0,0,1601,56.4958,'',S
+1,1,'Marechal, Mr. Pierre',male,?,0,0,11774,29.7,C47,C
+0,3,'Alhomaki, Mr. Ilmari Rudolf',male,20,0,0,'SOTON/O2 3101287',7.925,'',S
+0,2,'Mudd, Mr. Thomas Charles',male,16,0,0,'S.O./P.P. 3',10.5,'',S
+1,1,'Serepeca, Miss. Augusta',female,30,0,0,113798,31,'',C
+0,3,'Lemberopolous, Mr. Peter L',male,34.5,0,0,2683,6.4375,'',C
+0,3,'Culumovic, Mr. Jeso',male,17,0,0,315090,8.6625,'',S
+0,3,'Abbing, Mr. Anthony',male,42,0,0,'C.A. 5547',7.55,'',S
+0,3,'Sage, Mr. Douglas Bullen',male,?,8,2,'CA. 2343',69.55,'',S
+0,3,'Markoff, Mr. Marin',male,35,0,0,349213,7.8958,'',C
+0,2,'Harper, Rev. John',male,28,0,1,248727,33,'',S
+1,1,'Goldenberg, Mrs. Samuel L (Edwiga Grabowska)',female,?,1,0,17453,89.1042,C92,C
+0,3,'Andersson, Master. Sigvard Harald Elias',male,4,4,2,347082,31.275,'',S
+0,3,'Svensson, Mr. Johan',male,74,0,0,347060,7.775,'',S
+0,3,'Boulos, Miss. Nourelain',female,9,1,1,2678,15.2458,'',C
+1,1,'Lines, Miss. Mary Conover',female,16,0,1,'PC 17592',39.4,D28,S
+0,2,'Carter, Mrs. Ernest Courtenay (Lilian Hughes)',female,44,1,0,244252,26,'',S
+1,3,'Aks, Mrs. Sam (Leah Rosen)',female,18,0,1,392091,9.35,'',S
+1,1,'Wick, Mrs. George Dennick (Mary Hitchcock)',female,45,1,1,36928,164.8667,'',S
+1,1,'Daly, Mr. Peter Denis ',male,51,0,0,113055,26.55,E17,S
+1,3,'Baclini, Mrs. Solomon (Latifa Qurban)',female,24,0,3,2666,19.2583,'',C
+0,3,'Razi, Mr. Raihed',male,?,0,0,2629,7.2292,'',C
+0,3,'Hansen, Mr. Claus Peter',male,41,2,0,350026,14.1083,'',S
+0,2,'Giles, Mr. Frederick Edward',male,21,1,0,28134,11.5,'',S
+1,1,'Swift, Mrs. Frederick Joel (Margaret Welles Barron)',female,48,0,0,17466,25.9292,D17,S
+0,3,'Sage, Miss. Dorothy Edith \"\"Dolly\"\"',female,?,8,2,'CA. 2343',69.55,'',S
+0,2,'Gill, Mr. John William',male,24,0,0,233866,13,'',S
+1,2,'Bystrom, Mrs. (Karolina)',female,42,0,0,236852,13,'',S
+1,2,'Duran y More, Miss. Asuncion',female,27,1,0,'SC/PARIS 2149',13.8583,'',C
+0,1,'Roebling, Mr. Washington Augustus II',male,31,0,0,'PC 17590',50.4958,A24,S
+0,3,'van Melkebeke, Mr. Philemon',male,?,0,0,345777,9.5,'',S
+1,3,'Johnson, Master. Harold Theodor',male,4,1,1,347742,11.1333,'',S
+0,3,'Balkic, Mr. Cerin',male,26,0,0,349248,7.8958,'',S
+1,1,'Beckwith, Mrs. Richard Leonard (Sallie Monypeny)',female,47,1,1,11751,52.5542,D35,S
+0,1,'Carlsson, Mr. Frans Olof',male,33,0,0,695,5,'B51 B53 B55',S
+0,3,'Vander Cruyssen, Mr. Victor',male,47,0,0,345765,9,'',S
+1,2,'Abelson, Mrs. Samuel (Hannah Wizosky)',female,28,1,0,'P/PP 3381',24,'',C
+1,3,'Najib, Miss. Adele Kiamie \"\"Jane\"\"',female,15,0,0,2667,7.225,'',C
+0,3,'Gustafsson, Mr. Alfred Ossian',male,20,0,0,7534,9.8458,'',S
+0,3,'Petroff, Mr. Nedelio',male,19,0,0,349212,7.8958,'',S
+0,3,'Laleff, Mr. Kristo',male,?,0,0,349217,7.8958,'',S
+1,1,'Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)',female,56,0,1,11767,83.1583,C50,C
+1,2,'Shelley, Mrs. William (Imanita Parrish Hall)',female,25,0,1,230433,26,'',S
+0,3,'Markun, Mr. Johann',male,33,0,0,349257,7.8958,'',S
+0,3,'Dahlberg, Miss. Gerda Ulrika',female,22,0,0,7552,10.5167,'',S
+0,2,'Banfield, Mr. Frederick James',male,28,0,0,'C.A./SOTON 34068',10.5,'',S
+0,3,'Sutehall, Mr. Henry Jr',male,25,0,0,'SOTON/OQ 392076',7.05,'',S
+0,3,'Rice, Mrs. William (Margaret Norton)',female,39,0,5,382652,29.125,'',Q
+0,2,'Montvila, Rev. Juozas',male,27,0,0,211536,13,'',S
+1,1,'Graham, Miss. Margaret Edith',female,19,0,0,112053,30,B42,S
+0,3,'Johnston, Miss. Catherine Helen \"\"Carrie\"\"',female,?,1,2,'W./C. 6607',23.45,'',S
+1,1,'Behr, Mr. Karl Howell',male,26,0,0,111369,30,C148,C
+0,3,'Dooley, Mr. Patrick',male,32,0,0,370376,7.75,'',Q

titanic.py ADDED Viewed

	@@ -0,0 +1,94 @@

+"""Titanic"""
+from typing import List
+import datasets
+import pandas
+VERSION = datasets.Version("1.0.0")
+_BASE_FEATURE_NAMES = [
+	"has_survived",
+	"passenger_class",
+	"name",
+	"sex",
+	"age",
+	"sibsp",
+	"parch",
+	"ticket",
+	"fare",
+	"cabin",
+	"embarked"
+]
+DESCRIPTION = "Titanic dataset from the UCI ML repository."
+_HOMEPAGE = "https://www.kaggle.com/datasets/vinicius150987/titanic3"
+_URLS = ("https://www.kaggle.com/datasets/vinicius150987/titanic3")
+_CITATION = """"""
+# Dataset info
+urls_per_split = {
+	"train": "https://huggingface.co/datasets/mstz/titanic/raw/main/titanic.csv"
+}
+features_types_per_config = {
+	"survival": {
+		"passenger_class": datasets.Value("int8"),
+		"is_male": datasets.Value("bool"),
+		"age": datasets.Value("int8"),
+		"sibsp": datasets.Value("float64"),
+		"parch": datasets.Value("float64"),
+		"ticket": datasets.Value("string"),
+		"fare": datasets.Value("float64"),
+		"cabin": datasets.Value("string"),
+		"embarked": datasets.Value("string"),
+		"has_survived": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
+	},
+}
+features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
+class TitanicConfig(datasets.BuilderConfig):
+	def __init__(self, **kwargs):
+		super(TitanicConfig, self).__init__(version=VERSION, **kwargs)
+		self.features = features_per_config[kwargs["name"]]
+class Titanic(datasets.GeneratorBasedBuilder):
+	# dataset versions
+	DEFAULT_CONFIG = "survival"
+	BUILDER_CONFIGS = [
+		TitanicConfig(name="survival",
+					description="Titanic for binary classification.")
+		]
+	def _info(self):
+		info = datasets.DatasetInfo(description=DESCRIPTION, citation=_CITATION, homepage=_HOMEPAGE,
+									features=features_per_config[self.config.name])
+		return info
+	def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
+		downloads = dl_manager.download_and_extract(urls_per_split)
+		return [
+			datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloads[self.config.name]["train"]})
+		]
+	def _generate_examples(self, filepath: str):
+		data = pandas.read_csv(filepath)
+		data = self.preprocess(data)
+		for row_id, row in data.iterrows():
+			data_row = dict(row)
+			yield row_id, data_row
+	def preprocess(self, data):
+		data = data.rename(columns={"sex": "is_male"})
+		data = data[list(features_types_per_config[self.config.name].keys())]
+		data.loc[:, "is_male"] = data.is_male.apply(lambda x: x == "male")
+		return data