test_data.csv

PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
478,0,3,"Braund, Mr. Lewis Richard",male,29.0,1,0,3460,7.0458,,S
378,0,1,"Widener, Mr. Harry Elkins",male,27.0,0,2,113503,211.5,C82,C
536,1,2,"Hart, Miss. Eva Miriam",female,7.0,0,2,F.C.C. 13529,26.25,,S
307,1,1,"Fleming, Miss. Margaret",female,,0,0,17421,110.8833,,C
31,0,1,"Uruchurtu, Don. Manuel E",male,40.0,0,0,PC 17601,27.7208,,C
347,1,2,"Smith, Miss. Marion Elsie",female,40.0,0,0,31418,13.0,,S
573,1,1,"Flynn, Mr. John Irwin (""Irving"")",male,36.0,0,0,PC 17474,26.3875,E25,S
710,1,3,"Moubarek, Master. Halim Gonios (""William George"")",male,,1,1,2661,15.2458,,C
425,0,3,"Rosblom, Mr. Viktor Richard",male,18.0,1,1,370129,20.2125,,S
546,0,1,"Nicholson, Mr. Arthur Ernest",male,64.0,0,0,693,26.0,,S
543,0,3,"Andersson, Miss. Sigrid Elisabeth",female,11.0,4,2,347082,31.275,,S
487,1,1,"Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",female,35.0,1,0,19943,90.0,C93,S
328,1,2,"Ball, Mrs. (Ada E Hall)",female,36.0,0,0,28551,13.0,D,S
24,1,1,"Sloper, Mr. William Thompson",male,28.0,0,0,113788,35.5,A6,S
447,1,2,"Mellinger, Miss. Madeleine Violet",female,13.0,0,1,250644,19.5,,S
705,0,3,"Hansen, Mr. Henrik Juul",male,26.0,1,0,350025,7.8542,,S
519,1,2,"Angle, Mrs. William A (Florence ""Mary"" Agnes Hughes)",female,36.0,1,0,226875,26.0,,S
697,0,3,"Kelly, Mr. James",male,44.0,0,0,363592,8.05,,S
457,0,1,"Millet, Mr. Francis Davis",male,65.0,0,0,13509,26.55,E38,S
102,0,3,"Petroff, Mr. Pastcho (""Pentcho"")",male,,0,0,349215,7.8958,,S
674,1,2,"Wilhelms, Mr. Charles",male,31.0,0,0,244270,13.0,,S
853,0,3,"Boulos, Miss. Nourelain",female,9.0,1,1,2678,15.2458,,C
40,1,3,"Nicola-Yarred, Miss. Jamila",female,14.0,1,0,2651,11.2417,,C
276,1,1,"Andrews, Miss. Kornelia Theodosia",female,63.0,1,0,13502,77.9583,D7,S
794,0,1,"Hoyt, Mr. William Fisher",male,,0,0,PC 17600,30.6958,,C
801,0,2,"Ponesell, Mr. Martin",male,34.0,0,0,250647,13.0,,S
405,0,3,"Oreskovic, Miss. Marija",female,20.0,0,0,315096,8.6625,,S
846,0,3,"Abbing, Mr. Anthony",male,42.0,0,0,C.A. 5547,7.55,,S
427,1,2,"Clarke, Mrs. Charles V (Ada Maria Winfield)",female,28.0,1,0,2003,26.0,,S
831,1,3,"Yasbeck, Mrs. Antoni (Selini Alexander)",female,15.0,1,0,2659,14.4542,,C
579,0,3,"Caram, Mrs. Joseph (Maria Elias)",female,,1,0,2689,14.4583,,C
429,0,3,"Flynn, Mr. James",male,,0,0,364851,7.75,,Q
366,0,3,"Adahl, Mr. Mauritz Nils Martin",male,30.0,0,0,C 7076,7.25,,S
313,0,2,"Lahtinen, Mrs. William (Anna Sylfven)",female,26.0,1,1,250651,26.0,,S
709,1,1,"Cleaver, Miss. Alice",female,22.0,0,0,113781,151.55,,S
197,0,3,"Mernagh, Mr. Robert",male,,0,0,368703,7.75,,Q
363,0,3,"Barbara, Mrs. (Catherine David)",female,45.0,0,1,2691,14.4542,,C
383,0,3,"Tikkanen, Mr. Juho",male,32.0,0,0,STON/O 2. 3101293,7.925,,S
644,1,3,"Foo, Mr. Choong",male,,0,0,1601,56.4958,,S
121,0,2,"Hickman, Mr. Stanley George",male,21.0,2,0,S.O.C. 14879,73.5,,S
79,1,2,"Caldwell, Master. Alden Gates",male,0.83,0,2,248738,29.0,,S
110,1,3,"Moran, Miss. Bertha",female,,1,0,371110,24.15,,Q
683,0,3,"Olsvigen, Mr. Thor Anderson",male,20.0,0,0,6563,9.225,,S
483,0,3,"Rouse, Mr. Richard Henry",male,50.0,0,0,A/5 3594,8.05,,S
534,1,3,"Peter, Mrs. Catherine (Catherine Rizk)",female,,0,2,2668,22.3583,,C
67,1,2,"Nye, Mrs. (Elizabeth Ramell)",female,29.0,0,0,C.A. 29395,10.5,F33,S
740,0,3,"Nankoff, Mr. Minko",male,,0,0,349218,7.8958,,S
743,1,1,"Ryerson, Miss. Susan Parker ""Suzette""",female,21.0,2,2,PC 17608,262.375,B57 B59 B63 B66,C
351,0,3,"Odahl, Mr. Nils Martin",male,23.0,0,0,7267,9.225,,S
77,0,3,"Staneff, Mr. Ivan",male,,0,0,349208,7.8958,,S
413,1,1,"Minahan, Miss. Daisy E",female,33.0,1,0,19928,90.0,C78,Q
508,1,1,"Bradley, Mr. George (""George Arthur Brayton"")",male,,0,0,111427,26.55,,S
791,0,3,"Keane, Mr. Andrew ""Andy""",male,,0,0,12460,7.75,,Q
417,1,2,"Drew, Mrs. James Vivian (Lulu Thorne Christian)",female,34.0,1,1,28220,32.5,,S
754,0,3,"Jonkoff, Mr. Lalio",male,23.0,0,0,349204,7.8958,,S
721,1,2,"Harper, Miss. Annie Jessie ""Nina""",female,6.0,0,1,248727,33.0,,S
443,0,3,"Petterson, Mr. Johan Emil",male,25.0,1,0,347076,7.775,,S
803,1,1,"Carter, Master. William Thornton II",male,11.0,1,2,113760,120.0,B96 B98,S
778,1,3,"Emanuel, Miss. Virginia Ethel",female,5.0,0,0,364516,12.475,,S
61,0,3,"Sirayanian, Mr. Orsen",male,22.0,0,0,2669,7.2292,,C
8,0,3,"Palsson, Master. Gosta Leonard",male,2.0,3,1,349909,21.075,,S
466,0,3,"Goncalves, Mr. Manuel Estanslas",male,38.0,0,0,SOTON/O.Q. 3101306,7.05,,S
660,0,1,"Newell, Mr. Arthur Webster",male,58.0,0,2,35273,113.275,D48,C
376,1,1,"Meyer, Mrs. Edgar Joseph (Leila Saks)",female,,1,0,PC 17604,82.1708,,C
267,0,3,"Panula, Mr. Ernesti Arvid",male,16.0,4,1,3101295,39.6875,,S
205,1,3,"Cohen, Mr. Gurshon ""Gus""",male,18.0,0,0,A/5 3540,8.05,,S
317,1,2,"Kantor, Mrs. Sinai (Miriam Sternin)",female,24.0,1,0,244367,26.0,,S
334,0,3,"Vander Planke, Mr. Leo Edmondus",male,16.0,2,0,345764,18.0,,S
418,1,2,"Silven, Miss. Lyyli Karoliina",female,18.0,0,2,250652,13.0,,S
782,1,1,"Dick, Mrs. Albert Adrian (Vera Gillespie)",female,17.0,1,0,17474,57.0,B20,S
368,1,3,"Moussa, Mrs. (Mantoura Boulos)",female,,0,0,2626,7.2292,,C
670,1,1,"Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)",female,,1,0,19996,52.0,C126,S
542,0,3,"Andersson, Miss. Ingeborg Constanzia",female,9.0,4,2,347082,31.275,,S
779,0,3,"Kilgannon, Mr. Thomas J",male,,0,0,36865,7.7375,,Q
213,0,3,"Perkin, Mr. John Henry",male,22.0,0,0,A/5 21174,7.25,,S
661,1,1,"Frauenthal, Dr. Henry William",male,50.0,2,0,PC 17611,133.65,,S
251,0,3,"Reed, Mr. James George",male,,0,0,362316,7.25,,S
209,1,3,"Carr, Miss. Helen ""Ellen""",female,16.0,0,0,367231,7.75,,Q
245,0,3,"Attalah, Mr. Sleiman",male,30.0,0,0,2694,7.225,,C
45,1,3,"Devaney, Miss. Margaret Delia",female,19.0,0,0,330958,7.8792,,Q
627,0,2,"Kirkland, Rev. Charles Leonard",male,57.0,0,0,219533,12.35,,Q
66,1,3,"Moubarek, Master. Gerios",male,,1,1,2661,15.2458,,C
654,1,3,"O'Leary, Miss. Hanora ""Norah""",female,,0,0,330919,7.8292,,Q
399,0,2,"Pain, Dr. Alfred",male,23.0,0,0,244278,10.5,,S
890,1,1,"Behr, Mr. Karl Howell",male,26.0,0,0,111369,30.0,C148,C
356,0,3,"Vanden Steen, Mr. Leo Peter",male,28.0,0,0,345783,9.5,,S
600,1,1,"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")",male,49.0,1,0,PC 17485,56.9292,A20,C
479,0,3,"Karlsson, Mr. Nils August",male,22.0,0,0,350060,7.5208,,S
589,0,3,"Gilinski, Mr. Eliezer",male,22.0,0,0,14973,8.05,,S
169,0,1,"Baumann, Mr. John D",male,,0,0,PC 17318,25.925,,S
281,0,3,"Duane, Mr. Frank",male,65.0,0,0,336439,7.75,,Q
463,0,1,"Gee, Mr. Arthur H",male,47.0,0,0,111320,38.5,E63,S
449,1,3,"Baclini, Miss. Marie Catherine",female,5.0,2,1,2666,19.2583,,C
3,1,3,"Heikkinen, Miss. Laina",female,26.0,0,0,STON/O2. 3101282,7.925,,S
434,0,3,"Kallio, Mr. Nikolai Erland",male,17.0,0,0,STON/O 2. 3101274,7.125,,S
406,0,2,"Gale, Mr. Shadrach",male,34.0,1,0,28664,21.0,,S
866,1,2,"Bystrom, Mrs. (Karolina)",female,42.0,0,0,236852,13.0,,S
345,0,2,"Fox, Mr. Stanley Hubert",male,36.0,0,0,229236,13.0,,S
391,1,1,"Carter, Mr. William Ernest",male,36.0,1,2,113760,120.0,B96 B98,S
465,0,3,"Maisner, Mr. Simon",male,,0,0,A/S 2816,8.05,,S
426,0,3,"Wiseman, Mr. Phillippe",male,,0,0,A/4. 34244,7.25,,S
364,0,3,"Asim, Mr. Adola",male,35.0,0,0,SOTON/O.Q. 3101310,7.05,,S
212,1,2,"Cameron, Miss. Clear Annie",female,35.0,0,0,F.C.C. 13528,21.0,,S
881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25.0,0,1,230433,26.0,,S
211,0,3,"Ali, Mr. Ahmed",male,24.0,0,0,SOTON/O.Q. 3101311,7.05,,S
823,0,1,"Reuchlin, Jonkheer. John George",male,38.0,0,0,19972,0.0,,S
149,0,2,"Navratil, Mr. Michel (""Louis M Hoffman"")",male,36.5,0,2,230080,26.0,F2,S
448,1,1,"Seward, Mr. Frederic Kimber",male,34.0,0,0,113794,26.55,,S
300,1,1,"Baxter, Mrs. James (Helene DeLaudeniere Chaput)",female,50.0,0,1,PC 17558,247.5208,B58 B60,C
484,1,3,"Turkula, Mrs. (Hedwig)",female,63.0,0,0,4134,9.5875,,S
297,0,3,"Hanna, Mr. Mansour",male,23.5,0,0,2693,7.2292,,C
822,1,3,"Lulic, Mr. Nikola",male,27.0,0,0,315098,8.6625,,S
30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S
240,0,2,"Hunt, Mr. George Henry",male,33.0,0,0,SCO/W 1585,12.275,,S
495,0,3,"Stanley, Mr. Edward Roland",male,21.0,0,0,A/4 45380,8.05,,S
199,1,3,"Madigan, Miss. Margaret ""Maggie""",female,,0,0,370370,7.75,,Q
83,1,3,"McDermott, Miss. Brigdet Delia",female,,0,0,330932,7.7875,,Q
555,1,3,"Ohman, Miss. Velin",female,22.0,0,0,347085,7.775,,S
134,1,2,"Weisz, Mrs. Leopold (Mathilde Francoise Pede)",female,29.0,1,0,228414,26.0,,S
440,0,2,"Kvillner, Mr. Johan Henrik Johannesson",male,31.0,0,0,C.A. 18723,10.5,,S
361,0,3,"Skoog, Mr. Wilhelm",male,40.0,1,4,347088,27.9,,S
669,0,3,"Cook, Mr. Jacob",male,43.0,0,0,A/5 3536,8.05,,S
360,1,3,"Mockler, Miss. Helen Mary ""Ellie""",female,,0,0,330980,7.8792,,Q
515,0,3,"Coleff, Mr. Satio",male,24.0,0,0,349209,7.4958,,S
322,0,3,"Danoff, Mr. Yoto",male,27.0,0,0,349219,7.8958,,S
310,1,1,"Francatelli, Miss. Laura Mabel",female,30.0,0,0,PC 17485,56.9292,E36,C
410,0,3,"Lefebre, Miss. Ida",female,,3,1,4133,25.4667,,S
219,1,1,"Bazzani, Miss. Albina",female,32.0,0,0,11813,76.2917,D15,C
431,1,1,"Bjornstrom-Steffansson, Mr. Mauritz Hakan",male,28.0,0,0,110564,26.55,C52,S
295,0,3,"Mineff, Mr. Ivan",male,24.0,0,0,349233,7.8958,,S
56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S
312,1,1,"Ryerson, Miss. Emily Borie",female,18.0,2,2,PC 17608,262.375,B57 B59 B63 B66,C
671,1,2,"Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)",female,40.0,1,1,29750,39.0,,S
292,1,1,"Bishop, Mrs. Dickinson H (Helen Walton)",female,19.0,1,0,11967,91.0792,B49,C