Analytics/Statistics Analysis Project

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Week9_SensitivityAnalysisTitanicEmpty_2_2_2_2_2_2_2_2.xlsx
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Data

survived name gender gendernum age siblingspouse parentchild pclass fare embarked
0 Abbing, Mr. Anthony male 1 42 0 0 3 7.55 Southampton
0 Abbott, Master. Eugene Joseph male 1 13 0 2 3 20.25 Southampton
0 Abbott, Mr. Rossmore Edward male 1 16 1 1 3 20.25 Southampton
1 Abbott, Mrs. Stanton (Rosa Hunt) female 0 35 1 1 3 20.25 Southampton
1 Abelseth, Miss. Karen Marie female 0 16 0 0 3 7.65 Southampton
1 Abelseth, Mr. Olaus Jorgensen male 1 25 0 0 3 7.65 Southampton
0 Abelson, Mr. Samuel male 1 30 1 0 2 24 Cherbourg
1 Abelson, Mrs. Samuel (Hannah Wizosky) female 0 28 1 0 2 24 Cherbourg
1 Abrahamsson, Mr. Abraham August Johannes male 1 20 0 0 3 7.925 Southampton
1 Abrahim, Mrs. Joseph (Sophie Halaut Easu) female 0 18 0 0 3 7.2292 Cherbourg
0 Adahl, Mr. Mauritz Nils Martin male 1 30 0 0 3 7.25 Southampton
0 Adams, Mr. John male 1 26 0 0 3 8.05 Southampton
0 Ahlin, Mrs. Johan (Johanna Persdotter Larsson) female 0 40 1 0 3 9.475 Southampton
1 Aks, Master. Philip Frank male 1 0.8333 0 1 3 9.35 Southampton
1 Aks, Mrs. Sam (Leah Rosen) female 0 18 0 1 3 9.35 Southampton
1 Albimona, Mr. Nassef Cassem male 1 26 0 0 3 18.7875 Cherbourg
0 Aldworth, Mr. Charles Augustus male 1 30 0 0 2 13 Southampton
0 Alexander, Mr. William male 1 26 0 0 3 7.8875 Southampton
0 Alhomaki, Mr. Ilmari Rudolf male 1 20 0 0 3 7.925 Southampton
0 Ali, Mr. Ahmed male 1 24 0 0 3 7.05 Southampton
0 Ali, Mr. William male 1 25 0 0 3 7.05 Southampton
1 Allen, Miss. Elisabeth Walton female 0 29 0 0 1 211.3375 Southampton
0 Allen, Mr. William Henry male 1 35 0 0 3 8.05 Southampton
1 Allison, Master. Hudson Trevor male 1 0.9167 1 2 1 151.55 Southampton
0 Allison, Miss. Helen Loraine female 0 2 1 2 1 151.55 Southampton
0 Allison, Mr. Hudson Joshua Creighton male 1 30 1 2 1 151.55 Southampton
0 Allison, Mrs. Hudson J C (Bessie Waldo Daniels) female 0 25 1 2 1 151.55 Southampton
0 Allum, Mr. Owen George male 1 18 0 0 3 8.3 Southampton
0 Andersen, Mr. Albert Karvin male 1 32 0 0 3 22.525 Southampton
1 Andersen-Jensen, Miss. Carla Christine Nielsine female 0 19 1 0 3 7.8542 Southampton
1 Anderson, Mr. Harry male 1 48 0 0 1 26.55 Southampton
0 Andersson, Master. Sigvard Harald Elias male 1 4 4 2 3 31.275 Southampton
0 Andersson, Miss. Ebba Iris Alfrida female 0 6 4 2 3 31.275 Southampton
0 Andersson, Miss. Ellis Anna Maria female 0 2 4 2 3 31.275 Southampton
1 Andersson, Miss. Erna Alexandra female 0 17 4 2 3 7.925 Southampton
0 Andersson, Miss. Ida Augusta Margareta female 0 38 4 2 3 7.775 Southampton
0 Andersson, Miss. Ingeborg Constanzia female 0 9 4 2 3 31.275 Southampton
0 Andersson, Miss. Sigrid Elisabeth female 0 11 4 2 3 31.275 Southampton
0 Andersson, Mr. Anders Johan male 1 39 1 5 3 31.275 Southampton
1 Andersson, Mr. August Edvard ("Wennerstrom") male 1 27 0 0 3 7.7958 Southampton
0 Andersson, Mr. Johan Samuel male 1 26 0 0 3 7.775 Southampton
0 Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren) female 0 39 1 5 3 31.275 Southampton
0 Andreasson, Mr. Paul Edvin male 1 20 0 0 3 7.8542 Southampton
0 Andrew, Mr. Edgardo Samuel male 1 18 0 0 2 11.5 Southampton
0 Andrew, Mr. Frank Thomas male 1 25 0 0 2 10.5 Southampton
1 Andrews, Miss. Kornelia Theodosia female 0 63 1 0 1 77.9583 Southampton
0 Andrews, Mr. Thomas Jr male 1 39 0 0 1 0 Southampton
0 Angheloff, Mr. Minko male 1 26 0 0 3 7.8958 Southampton
0 Angle, Mr. William A male 1 34 1 0 2 26 Southampton
1 Angle, Mrs. William A (Florence "Mary" Agnes Hughes) female 0 36 1 0 2 26 Southampton
1 Appleton, Mrs. Edward Dale (Charlotte Lamson) female 0 53 2 0 1 51.4792 Southampton
0 Arnold-Franchi, Mr. Josef male 1 25 1 0 3 17.8 Southampton
0 Arnold-Franchi, Mrs. Josef (Josefine Franchi) female 0 18 1 0 3 17.8 Southampton
0 Aronsson, Mr. Ernst Axel Algot male 1 24 0 0 3 7.775 Southampton
0 Artagaveytia, Mr. Ramon male 1 71 0 0 1 49.5042 Cherbourg
0 Ashby, Mr. John male 1 57 0 0 2 13 Southampton
0 Asim, Mr. Adola male 1 35 0 0 3 7.05 Southampton
0 Asplund, Master. Carl Edgar male 1 5 4 2 3 31.3875 Southampton
0 Asplund, Master. Clarence Gustaf Hugo male 1 9 4 2 3 31.3875 Southampton
1 Asplund, Master. Edvin Rojj Felix male 1 3 4 2 3 31.3875 Southampton
0 Asplund, Master. Filip Oscar male 1 13 4 2 3 31.3875 Southampton
1 Asplund, Miss. Lillian Gertrud female 0 5 4 2 3 31.3875 Southampton
0 Asplund, Mr. Carl Oscar Vilhelm Gustafsson male 1 40 1 5 3 31.3875 Southampton
1 Asplund, Mr. Johan Charles male 1 23 0 0 3 7.7958 Southampton
1 Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson) female 0 38 1 5 3 31.3875 Southampton
1 Assaf Khalil, Mrs. Mariana ("Miriam") female 0 45 0 0 3 7.225 Cherbourg
0 Assaf, Mr. Gerios male 1 21 0 0 3 7.225 Cherbourg
0 Assam, Mr. Ali male 1 23 0 0 3 7.05 Southampton
0 Astor, Col. John Jacob male 1 47 1 0 1 227.525 Cherbourg
1 Astor, Mrs. John Jacob (Madeleine Talmadge Force) female 0 18 1 0 1 227.525 Cherbourg
0 Attalah, Miss. Malake female 0 17 0 0 3 14.4583 Cherbourg
0 Attalah, Mr. Sleiman male 1 30 0 0 3 7.225 Cherbourg
1 Aubart, Mme. Leontine Pauline female 0 24 0 0 1 69.3 Cherbourg
0 Augustsson, Mr. Albert male 1 23 0 0 3 7.8542 Southampton
1 Ayoub, Miss. Banoura female 0 13 0 0 3 7.2292 Cherbourg
0 Baccos, Mr. Raffull male 1 20 0 0 3 7.225 Cherbourg
0 Backstrom, Mr. Karl Alfred male 1 32 1 0 3 15.85 Southampton
1 Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson) female 0 33 3 0 3 15.85 Southampton
1 Baclini, Miss. Eugenie female 0 0.75 2 1 3 19.2583 Cherbourg
1 Baclini, Miss. Helene Barbara female 0 0.75 2 1 3 19.2583 Cherbourg
1 Baclini, Miss. Marie Catherine female 0 5 2 1 3 19.2583 Cherbourg
1 Baclini, Mrs. Solomon (Latifa Qurban) female 0 24 0 3 3 19.2583 Cherbourg
1 Badman, Miss. Emily Louisa female 0 18 0 0 3 8.05 Southampton
0 Badt, Mr. Mohamed male 1 40 0 0 3 7.225 Cherbourg
0 Bailey, Mr. Percy Andrew male 1 18 0 0 2 11.5 Southampton
0 Baimbrigge, Mr. Charles Robert male 1 23 0 0 2 10.5 Southampton
0 Balkic, Mr. Cerin male 1 26 0 0 3 7.8958 Southampton
1 Ball, Mrs. (Ada E Hall) female 0 36 0 0 2 13 Southampton
0 Banfield, Mr. Frederick James male 1 28 0 0 2 10.5 Southampton
1 Barah, Mr. Hanna Assi male 1 20 0 0 3 7.2292 Cherbourg
0 Barbara, Miss. Saiide female 0 18 0 1 3 14.4542 Cherbourg
0 Barbara, Mrs. (Catherine David) female 0 45 0 1 3 14.4542 Cherbourg
1 Barber, Miss. Ellen "Nellie" female 0 26 0 0 1 78.85 Southampton
1 Barkworth, Mr. Algernon Henry Wilson male 1 80 0 0 1 30 Southampton
0 Barry, Miss. Julia female 0 27 0 0 3 7.8792 Queenstown
0 Barton, Mr. David John male 1 22 0 0 3 8.05 Southampton
0 Bateman, Rev. Robert James male 1 51 0 0 2 12.525 Southampton
0 Baxter, Mr. Quigg Edmond male 1 24 0 1 1 247.5208 Cherbourg
1 Baxter, Mrs. James (Helene DeLaudeniere Chaput) female 0 50 0 1 1 247.5208 Cherbourg
1 Bazzani, Miss. Albina female 0 32 0 0 1 76.2917 Cherbourg
1 Beane, Mr. Edward male 1 32 1 0 2 26 Southampton
1 Beane, Mrs. Edward (Ethel Clarke) female 0 19 1 0 2 26 Southampton
0 Beattie, Mr. Thomson male 1 36 0 0 1 75.2417 Cherbourg
0 Beauchamp, Mr. Henry James male 1 28 0 0 2 26 Southampton
0 Beavan, Mr. William Thomas male 1 19 0 0 3 8.05 Southampton
1 Becker, Master. Richard F male 1 1 2 1 2 39 Southampton
1 Becker, Miss. Marion Louise female 0 4 2 1 2 39 Southampton
1 Becker, Miss. Ruth Elizabeth female 0 12 2 1 2 39 Southampton
1 Becker, Mrs. Allen Oliver (Nellie E Baumgardner) female 0 36 0 3 2 39 Southampton
1 Beckwith, Mr. Richard Leonard male 1 37 1 1 1 52.5542 Southampton
1 Beckwith, Mrs. Richard Leonard (Sallie Monypeny) female 0 47 1 1 1 52.5542 Southampton
1 Beesley, Mr. Lawrence male 1 34 0 0 2 13 Southampton
1 Behr, Mr. Karl Howell male 1 26 0 0 1 30 Cherbourg
0 Bengtsson, Mr. John Viktor male 1 26 0 0 3 7.775 Southampton
1 Bentham, Miss. Lilian W female 0 19 0 0 2 13 Southampton
0 Berglund, Mr. Karl Ivar Sven male 1 22 0 0 3 9.35 Southampton
0 Berriman, Mr. William John male 1 23 0 0 2 13 Southampton
0 Betros, Mr. Tannous male 1 20 0 0 3 4.0125 Cherbourg
1 Bidois, Miss. Rosalie female 0 42 0 0 1 227.525 Cherbourg
1 Bing, Mr. Lee male 1 32 0 0 3 56.4958 Southampton
1 Bird, Miss. Ellen female 0 29 0 0 1 221.7792 Southampton
0 Birkeland, Mr. Hans Martin Monsen male 1 21 0 0 3 7.775 Southampton
0 Birnbaum, Mr. Jakob male 1 25 0 0 1 26 Cherbourg
1 Bishop, Mr. Dickinson H male 1 25 1 0 1 91.0792 Cherbourg
1 Bishop, Mrs. Dickinson H (Helen Walton) female 0 19 1 0 1 91.0792 Cherbourg
1 Bissette, Miss. Amelia female 0 35 0 0 1 135.6333 Southampton
0 Bjorklund, Mr. Ernst Herbert male 1 18 0 0 3 7.75 Southampton
1 Bjornstrom-Steffansson, Mr. Mauritz Hakan male 1 28 0 0 1 26.55 Southampton
0 Blackwell, Mr. Stephen Weart male 1 45 0 0 1 35.5 Southampton
1 Blank, Mr. Henry male 1 40 0 0 1 31 Cherbourg
1 Bonnell, Miss. Caroline female 0 30 0 0 1 164.8667 Southampton
1 Bonnell, Miss. Elizabeth female 0 58 0 0 1 26.55 Southampton
0 Borebank, Mr. John James male 1 42 0 0 1 26.55 Southampton
0 Bostandyeff, Mr. Guentcho male 1 26 0 0 3 7.8958 Southampton
0 Botsford, Mr. William Hull male 1 26 0 0 2 13 Southampton
0 Boulos, Master. Akar male 1 6 1 1 3 15.2458 Cherbourg
0 Boulos, Miss. Nourelain female 0 9 1 1 3 15.2458 Cherbourg
0 Bourke, Mr. John male 1 40 1 1 3 15.5 Queenstown
0 Bourke, Mrs. John (Catherine) female 0 32 1 1 3 15.5 Queenstown
1 Bowen, Miss. Grace Scott female 0 45 0 0 1 262.375 Cherbourg
0 Bowen, Mr. David John "Dai" male 1 21 0 0 3 16.1 Southampton
0 Bowenur, Mr. Solomon male 1 42 0 0 2 13 Southampton
1 Bowerman, Miss. Elsie Edith female 0 22 0 1 1 55 Southampton
0 Bracken, Mr. James H male 1 27 0 0 2 13 Southampton
1 Bradley, Miss. Bridget Delia female 0 22 0 0 3 7.725 Queenstown
0 Brady, Mr. John Bertram male 1 41 0 0 1 30.5 Southampton
0 Braf, Miss. Elin Ester Maria female 0 20 0 0 3 7.8542 Southampton
0 Brandeis, Mr. Emil male 1 48 0 0 1 50.4958 Cherbourg
0 Braund, Mr. Lewis Richard male 1 29 1 0 3 7.0458 Southampton
0 Braund, Mr. Owen Harris male 1 22 1 0 3 7.25 Southampton
0 Brobeck, Mr. Karl Rudolf male 1 22 0 0 3 7.7958 Southampton
0 Brocklebank, Mr. William Alfred male 1 35 0 0 3 8.05 Southampton
1 Brown, Miss. Amelia "Mildred" female 0 24 0 0 2 13 Southampton
1 Brown, Miss. Edith Eileen female 0 15 0 2 2 39 Southampton
0 Brown, Mr. Thomas William Solomon male 1 60 1 1 2 39 Southampton
1 Brown, Mrs. James Joseph (Margaret Tobin) female 0 44 0 0 1 27.7208 Cherbourg
1 Brown, Mrs. John Murray (Caroline Lane Lamson) female 0 59 2 0 1 51.4792 Southampton
1 Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford) female 0 40 1 1 2 39 Southampton
1 Bryhl, Miss. Dagmar Jenny Ingeborg female 0 20 1 0 2 26 Southampton
0 Bryhl, Mr. Kurt Arnold Gottfrid male 1 25 1 0 2 26 Southampton
0 Buckley, Miss. Katherine female 0 18.5 0 0 3 7.2833 Queenstown
1 Buckley, Mr. Daniel male 1 21 0 0 3 7.8208 Queenstown
1 Bucknell, Mrs. William Robert (Emma Eliza Ward) female 0 60 0 0 1 76.2917 Cherbourg
0 Burke, Mr. Jeremiah male 1 19 0 0 3 6.75 Queenstown
1 Burns, Miss. Elizabeth Margaret female 0 41 0 0 1 134.5 Cherbourg
0 Burns, Miss. Mary Delia female 0 18 0 0 3 7.8792 Queenstown
1 Buss, Miss. Kate female 0 36 0 0 2 13 Southampton
0 Butler, Mr. Reginald Fenton male 1 25 0 0 2 13 Southampton
0 Butt, Major. Archibald Willingham male 1 45 0 0 1 26.55 Southampton
0 Byles, Rev. Thomas Roussel Davids male 1 42 0 0 2 13 Southampton
1 Bystrom, Mrs. (Karolina) female 0 42 0 0 2 13 Southampton
0 Cacic, Miss. Manda female 0 21 0 0 3 8.6625 Southampton
0 Cacic, Miss. Marija female 0 30 0 0 3 8.6625 Southampton
0 Cacic, Mr. Jego Grga male 1 18 0 0 3 8.6625 Southampton
0 Cacic, Mr. Luka male 1 38 0 0 3 8.6625 Southampton
1 Calderhead, Mr. Edward Pennington male 1 42 0 0 1 26.2875 Southampton
1 Caldwell, Master. Alden Gates male 1 0.8333 0 2 2 29 Southampton
1 Caldwell, Mr. Albert Francis male 1 26 1 1 2 29 Southampton
1 Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh) female 0 22 1 1 2 29 Southampton
0 Calic, Mr. Jovo male 1 17 0 0 3 8.6625 Southampton
0 Calic, Mr. Petar male 1 17 0 0 3 8.6625 Southampton
1 Cameron, Miss. Clear Annie female 0 35 0 0 2 21 Southampton
0 Canavan, Miss. Mary female 0 21 0 0 3 7.75 Queenstown
0 Canavan, Mr. Patrick male 1 21 0 0 3 7.75 Queenstown
1 Candee, Mrs. Edward (Helen Churchill Hungerford) female 0 53 0 0 1 27.4458 Cherbourg
0 Cann, Mr. Ernest Charles male 1 21 0 0 3 8.05 Southampton
0 Carbines, Mr. William male 1 19 0 0 2 13 Southampton
1 Cardeza, Mr. Thomas Drake Martinez male 1 36 0 1 1 512.3292 Cherbourg
1 Cardeza, Mrs. James Warburton Martinez (Charlotte Wardle Drake) female 0 58 0 1 1 512.3292 Cherbourg
0 Carlsson, Mr. August Sigfrid male 1 28 0 0 3 7.7958 Southampton
0 Carlsson, Mr. Carl Robert male 1 24 0 0 3 7.8542 Southampton
0 Carlsson, Mr. Frans Olof male 1 33 0 0 1 5 Southampton
1 Carr, Miss. Helen "Ellen" female 0 16 0 0 3 7.75 Queenstown
0 Carr, Miss. Jeannie female 0 37 0 0 3 7.75 Queenstown
0 Carrau, Mr. Francisco M male 1 28 0 0 1 47.1 Southampton
0 Carrau, Mr. Jose Pedro male 1 17 0 0 1 47.1 Southampton
1 Carter, Master. William Thornton II male 1 11 1 2 1 120 Southampton
1 Carter, Miss. Lucile Polk female 0 14 1 2 1 120 Southampton
1 Carter, Mr. William Ernest male 1 36 1 2 1 120 Southampton
0 Carter, Mrs. Ernest Courtenay (Lilian Hughes) female 0 44 1 0 2 26 Southampton
1 Carter, Mrs. William Ernest (Lucile Polk) female 0 36 1 2 1 120 Southampton
0 Carter, Rev. Ernest Courtenay male 1 54 1 0 2 26 Southampton
0 Carver, Mr. Alfred John male 1 28 0 0 3 7.25 Southampton
0 Case, Mr. Howard Brown male 1 49 0 0 1 26 Southampton
0 Cavendish, Mr. Tyrell William male 1 36 1 0 1 78.85 Southampton
1 Cavendish, Mrs. Tyrell William (Julia Florence Siegel) female 0 76 1 0 1 78.85 Southampton
0 Celotti, Mr. Francesco male 1 24 0 0 3 8.05 Southampton
0 Chaffee, Mr. Herbert Fuller male 1 46 1 0 1 61.175 Southampton
1 Chaffee, Mrs. Herbert Fuller (Carrie Constance Toogood) female 0 47 1 0 1 61.175 Southampton
1 Chambers, Mr. Norman Campbell male 1 27 1 0 1 53.1 Southampton
1 Chambers, Mrs. Norman Campbell (Bertha Griggs) female 0 33 1 0 1 53.1 Southampton
0 Chapman, Mr. Charles Henry male 1 52 0 0 2 13.5 Southampton
0 Chapman, Mr. John Henry male 1 37 1 0 2 26 Southampton
0 Chapman, Mrs. John Henry (Sara Elizabeth Lawry) female 0 29 1 0 2 26 Southampton
0 Charters, Mr. David male 1 21 0 0 3 7.7333 Queenstown
1 Chaudanson, Miss. Victorine female 0 36 0 0 1 262.375 Cherbourg
1 Cherry, Miss. Gladys female 0 30 0 0 1 86.5 Southampton
1 Chevre, Mr. Paul Romaine male 1 45 0 0 1 29.7 Cherbourg
1 Chip, Mr. Chang male 1 32 0 0 3 56.4958 Southampton
0 Christmann, Mr. Emil male 1 29 0 0 3 8.05 Southampton
1 Christy, Miss. Julie Rachel female 0 25 1 1 2 30 Southampton
1 Christy, Mrs. (Alice Frances) female 0 45 0 2 2 30 Southampton
0 Chronopoulos, Mr. Apostolos male 1 26 1 0 3 14.4542 Cherbourg
0 Chronopoulos, Mr. Demetrios male 1 18 1 0 3 14.4542 Cherbourg
0 Clark, Mr. Walter Miller male 1 27 1 0 1 136.7792 Cherbourg
1 Clark, Mrs. Walter Miller (Virginia McDowell) female 0 26 1 0 1 136.7792 Cherbourg
0 Clarke, Mr. Charles Valentine male 1 29 1 0 2 26 Southampton
1 Clarke, Mrs. Charles V (Ada Maria Winfield) female 0 28 1 0 2 26 Southampton
1 Cleaver, Miss. Alice female 0 22 0 0 1 151.55 Southampton
0 Coelho, Mr. Domingos Fernandeo male 1 20 0 0 3 7.05 Southampton
1 Cohen, Mr. Gurshon "Gus" male 1 18 0 0 3 8.05 Southampton
0 Colbert, Mr. Patrick male 1 24 0 0 3 7.25 Queenstown
0 Coleff, Mr. Peju male 1 36 0 0 3 7.4958 Southampton
0 Coleff, Mr. Satio male 1 24 0 0 3 7.4958 Southampton
0 Coleridge, Mr. Reginald Charles male 1 29 0 0 2 10.5 Southampton
0 Collander, Mr. Erik Gustaf male 1 28 0 0 2 13 Southampton
1 Collett, Mr. Sidney C Stuart male 1 24 0 0 2 10.5 Southampton
0 Colley, Mr. Edward Pomeroy male 1 47 0 0 1 25.5875 Southampton
1 Collyer, Miss. Marjorie "Lottie" female 0 8 0 2 2 26.25 Southampton
0 Collyer, Mr. Harvey male 1 31 1 1 2 26.25 Southampton
1 Collyer, Mrs. Harvey (Charlotte Annie Tate) female 0 31 1 1 2 26.25 Southampton
1 Compton, Miss. Sara Rebecca female 0 39 1 1 1 83.1583 Cherbourg
0 Compton, Mr. Alexander Taylor Jr male 1 37 1 1 1 83.1583 Cherbourg
1 Compton, Mrs. Alexander Taylor (Mary Eliza Ingersoll) female 0 64 0 2 1 83.1583 Cherbourg
0 Conlon, Mr. Thomas Henry male 1 31 0 0 3 7.7333 Queenstown
0 Connaghton, Mr. Michael male 1 31 0 0 3 7.75 Queenstown
1 Connolly, Miss. Kate female 0 22 0 0 3 7.75 Queenstown
0 Connolly, Miss. Kate female 0 30 0 0 3 7.6292 Queenstown
0 Connors, Mr. Patrick male 1 70.5 0 0 3 7.75 Queenstown
0 Cook, Mr. Jacob male 1 43 0 0 3 8.05 Southampton
1 Cook, Mrs. (Selena Rogers) female 0 22 0 0 2 10.5 Southampton
0 Cor, Mr. Bartol male 1 35 0 0 3 7.8958 Southampton
0 Cor, Mr. Ivan male 1 27 0 0 3 7.8958 Southampton
0 Cor, Mr. Liudevit male 1 19 0 0 3 7.8958 Southampton
0 Corbett, Mrs. Walter H (Irene Colvin) female 0 30 0 0 2 13 Southampton
0 Corn, Mr. Harry male 1 30 0 0 3 8.05 Southampton
1 Cornell, Mrs. Robert Clifford (Malvina Helen Lamson) female 0 55 2 0 1 25.7 Southampton
0 Cotterill, Mr. Henry "Harry" male 1 21 0 0 2 11.5 Southampton
1 Coutts, Master. Eden Leslie "Neville" male 1 9 1 1 3 15.9 Southampton
1 Coutts, Master. William Loch "William" male 1 3 1 1 3 15.9 Southampton
1 Coutts, Mrs. William (Winnie "Minnie" Treanor) female 0 36 0 2 3 15.9 Southampton
0 Coxon, Mr. Daniel male 1 59 0 0 3 7.25 Southampton
0 Crease, Mr. Ernest James male 1 19 0 0 3 8.1583 Southampton
1 Cribb, Miss. Laura Alice female 0 17 0 1 3 16.1 Southampton
0 Cribb, Mr. John Hatfield male 1 44 0 1 3 16.1 Southampton
0 Crosby, Capt. Edward Gifford male 1 70 1 1 1 71 Southampton
1 Crosby, Miss. Harriet R female 0 36 0 2 1 71 Southampton
1 Crosby, Mrs. Edward Gifford (Catherine Elizabeth Halstead) female 0 64 1 1 1 26.55 Southampton
0 Culumovic, Mr. Jeso male 1 17 0 0 3 8.6625 Southampton
0 Cumings, Mr. John Bradley male 1 39 1 0 1 71.2833 Cherbourg
1 Cumings, Mrs. John Bradley (Florence Briggs Thayer) female 0 38 1 0 1 71.2833 Cherbourg
0 Daher, Mr. Shedid male 1 22.5 0 0 3 7.225 Cherbourg
1 Dahl, Mr. Karl Edwart male 1 45 0 0 3 8.05 Southampton
0 Dahlberg, Miss. Gerda Ulrika female 0 22 0 0 3 10.5167 Southampton
0 Dakic, Mr. Branko male 1 19 0 0 3 10.1708 Southampton
1 Daly, Miss. Margaret Marcella "Maggie" female 0 30 0 0 3 6.95 Queenstown
1 Daly, Mr. Eugene Patrick male 1 29 0 0 3 7.75 Queenstown
1 Daly, Mr. Peter Denis male 1 51 0 0 1 26.55 Southampton
0 Danbom, Master. Gilbert Sigvard Emanuel male 1 0.3333 0 2 3 14.4 Southampton
0 Danbom, Mr. Ernst Gilbert male 1 34 1 1 3 14.4 Southampton
0 Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren) female 0 28 1 1 3 14.4 Southampton
1 Daniel, Mr. Robert Williams male 1 27 0 0 1 30.5 Southampton
1 Daniels, Miss. Sarah female 0 33 0 0 1 151.55 Southampton
0 Danoff, Mr. Yoto male 1 27 0 0 3 7.8958 Southampton
0 Dantcheff, Mr. Ristiu male 1 25 0 0 3 7.8958 Southampton
0 Davidson, Mr. Thornton male 1 31 1 0 1 52 Southampton
1 Davidson, Mrs. Thornton (Orian Hays) female 0 27 1 2 1 52 Southampton
1 Davies, Master. John Morgan Jr male 1 8 1 1 2 36.75 Southampton
0 Davies, Mr. Alfred J male 1 24 2 0 3 24.15 Southampton
0 Davies, Mr. Charles Henry male 1 18 0 0 2 73.5 Southampton
0 Davies, Mr. Evan male 1 22 0 0 3 8.05 Southampton
0 Davies, Mr. John Samuel male 1 21 2 0 3 24.15 Southampton
0 Davies, Mr. Joseph male 1 17 2 0 3 8.05 Southampton
1 Davies, Mrs. John Morgan (Elizabeth Agnes Mary White) female 0 48 0 2 2 36.75 Southampton
1 Davis, Miss. Mary female 0 28 0 0 2 13 Southampton
0 de Brito, Mr. Jose Joaquim male 1 32 0 0 2 13 Southampton
1 de Messemaeker, Mr. Guillaume Joseph male 1 36.5 1 0 3 17.4 Southampton
1 de Messemaeker, Mrs. Guillaume Joseph (Emma) female 0 36 1 0 3 17.4 Southampton
1 de Mulder, Mr. Theodore male 1 30 0 0 3 9.5 Southampton
0 de Pelsmaeker, Mr. Alfons male 1 16 0 0 3 9.5 Southampton
0 Deacon, Mr. Percy William male 1 17 0 0 2 73.5 Southampton
1 Dean, Master. Bertram Vere male 1 1 1 2 3 20.575 Southampton
1 Dean, Miss. Elizabeth Gladys "Millvina" female 0 0.1667 1 2 3 20.575 Southampton
0 Dean, Mr. Bertram Frank male 1 26 1 2 3 20.575 Southampton
1 Dean, Mrs. Bertram (Eva Georgetta Light) female 0 33 1 2 3 20.575 Southampton
0 del Carlo, Mr. Sebastiano male 1 29 1 0 2 27.7208 Cherbourg
1 del Carlo, Mrs. Sebastiano (Argenia Genovesi) female 0 24 1 0 2 27.7208 Cherbourg
0 Delalic, Mr. Redjo male 1 25 0 0 3 7.8958 Southampton
0 Denbury, Mr. Herbert male 1 25 0 0 2 31.5 Southampton
0 Dennis, Mr. Samuel male 1 22 0 0 3 7.25 Southampton
0 Dennis, Mr. William male 1 36 0 0 3 7.25 Southampton
1 Devaney, Miss. Margaret Delia female 0 19 0 0 3 7.8792 Queenstown
0 Dibden, Mr. William male 1 18 0 0 2 73.5 Southampton
1 Dick, Mr. Albert Adrian male 1 31 1 0 1 57 Southampton
1 Dick, Mrs. Albert Adrian (Vera Gillespie) female 0 17 1 0 1 57 Southampton
0 Dika, Mr. Mirko male 1 17 0 0 3 7.8958 Southampton
0 Dimic, Mr. Jovan male 1 42 0 0 3 8.6625 Southampton
0 Dintcheff, Mr. Valtcho male 1 43 0 0 3 7.8958 Southampton
1 Dodge, Dr. Washington male 1 53 1 1 1 81.8583 Southampton
1 Dodge, Master. Washington male 1 4 0 2 1 81.8583 Southampton
1 Dodge, Mrs. Washington (Ruth Vidaver) female 0 54 1 1 1 81.8583 Southampton
1 Doling, Miss. Elsie female 0 18 0 1 2 23 Southampton
1 Doling, Mrs. John T (Ada Julia Bone) female 0 34 0 1 2 23 Southampton
0 Dooley, Mr. Patrick male 1 32 0 0 3 7.75 Queenstown
1 Dorking, Mr. Edward Arthur male 1 19 0 0 3 8.05 Southampton
0 Douglas, Mr. Walter Donald male 1 50 1 0 1 106.425 Cherbourg
1 Douglas, Mrs. Frederick Charles (Mary Helene Baxter) female 0 27 1 1 1 247.5208 Cherbourg
1 Douglas, Mrs. Walter Donald (Mahala Dutton) female 0 48 1 0 1 106.425 Cherbourg
1 Dowdell, Miss. Elizabeth female 0 30 0 0 3 12.475 Southampton
0 Downton, Mr. William James male 1 54 0 0 2 26 Southampton
0 Doyle, Miss. Elizabeth female 0 24 0 0 3 7.75 Queenstown
1 Drapkin, Miss. Jennie female 0 23 0 0 3 8.05 Southampton
0 Drazenoic, Mr. Jozef male 1 33 0 0 3 7.8958 Cherbourg
1 Drew, Master. Marshall Brines male 1 8 0 2 2 32.5 Southampton
0 Drew, Mr. James Vivian male 1 42 1 1 2 32.5 Southampton
1 Drew, Mrs. James Vivian (Lulu Thorne Christian) female 0 34 1 1 2 32.5 Southampton
0 Duane, Mr. Frank male 1 65 0 0 3 7.75 Queenstown
1 Duff Gordon, Lady. (Lucille Christiana Sutherland) ("Mrs Morgan") female 0 48 1 0 1 39.6 Cherbourg
1 Duff Gordon, Sir. Cosmo Edmund ("Mr Morgan") male 1 49 1 0 1 56.9292 Cherbourg
0 Dulles, Mr. William Crothers male 1 39 0 0 1 29.7 Cherbourg
1 Duquemin, Mr. Joseph male 1 24 0 0 3 7.55 Southampton
1 Duran y More, Miss. Asuncion female 0 27 1 0 2 13.8583 Cherbourg
1 Duran y More, Miss. Florentina female 0 30 1 0 2 13.8583 Cherbourg
0 Dyker, Mr. Adolf Fredrik male 1 23 1 0 3 13.9 Southampton
1 Dyker, Mrs. Adolf Fredrik (Anna Elisabeth Judith Andersson) female 0 22 1 0 3 13.9 Southampton
1 Earnshaw, Mrs. Boulton (Olive Potter) female 0 23 0 1 1 83.1583 Cherbourg
0 Edvardsson, Mr. Gustaf Hjalmar male 1 18 0 0 3 7.775 Southampton
0 Eitemiller, Mr. George Floyd male 1 23 0 0 2 13 Southampton
0 Eklund, Mr. Hans Linus male 1 16 0 0 3 7.775 Southampton
0 Ekstrom, Mr. Johan male 1 45 0 0 3 6.975 Southampton
0 Elias, Mr. Joseph male 1 39 0 2 3 7.2292 Cherbourg
0 Elias, Mr. Joseph Jr male 1 17 1 1 3 7.2292 Cherbourg
0 Elias, Mr. Tannous male 1 15 1 1 3 7.2292 Cherbourg
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1 Navratil, Master. Michel M male 1 3 1 1 2 26 Southampton
0 Navratil, Mr. Michel ("Louis M Hoffman") male 1 36.5 0 2 2 26 Southampton
0 Nesson, Mr. Israel male 1 26 0 0 2 13 Southampton
1 Newell, Miss. Madeleine female 0 31 1 0 1 113.275 Cherbourg
1 Newell, Miss. Marjorie female 0 23 1 0 1 113.275 Cherbourg
0 Newell, Mr. Arthur Webster male 1 58 0 2 1 113.275 Cherbourg
1 Newsom, Miss. Helen Monypeny female 0 19 0 2 1 26.2833 Southampton
0 Nicholls, Mr. Joseph Charles male 1 19 1 1 2 36.75 Southampton
0 Nicholson, Mr. Arthur Ernest male 1 64 0 0 1 26 Southampton
1 Nicola-Yarred, Master. Elias male 1 12 1 0 3 11.2417 Cherbourg
1 Nicola-Yarred, Miss. Jamila female 0 14 1 0 3 11.2417 Cherbourg
0 Nieminen, Miss. Manta Josefina female 0 29 0 0 3 7.925 Southampton
0 Niklasson, Mr. Samuel male 1 28 0 0 3 8.05 Southampton
1 Nilsson, Miss. Berta Olivia female 0 18 0 0 3 7.775 Southampton
1 Nilsson, Miss. Helmina Josefina female 0 26 0 0 3 7.8542 Southampton
0 Nilsson, Mr. August Ferdinand male 1 21 0 0 3 7.8542 Southampton
0 Nirva, Mr. Iisakki Antino Aijo male 1 41 0 0 3 7.125 Southampton
1 Niskanen, Mr. Juha male 1 39 0 0 3 7.925 Southampton
0 Norman, Mr. Robert Douglas male 1 28 0 0 2 13.5 Southampton
0 Nosworthy, Mr. Richard Cater male 1 21 0 0 3 7.8 Southampton
1 Nourney, Mr. Alfred ("Baron von Drachstedt") male 1 20 0 0 2 13.8625 Cherbourg
0 Novel, Mr. Mansouer male 1 28.5 0 0 3 7.2292 Cherbourg
1 Nye, Mrs. (Elizabeth Ramell) female 0 29 0 0 2 10.5 Southampton
1 Nysten, Miss. Anna Sofia female 0 22 0 0 3 7.75 Southampton
0 Nysveen, Mr. Johan Hansen male 1 61 0 0 3 6.2375 Southampton
0 Odahl, Mr. Nils Martin male 1 23 0 0 3 9.225 Southampton
1 Ohman, Miss. Velin female 0 22 0 0 3 7.775 Southampton
1 Oliva y Ocana, Dona. Fermina female 0 39 0 0 1 108.9 Cherbourg
1 Olsen, Master. Artur Karl male 1 9 0 1 3 3.1708 Southampton
0 Olsen, Mr. Henry Margido male 1 28 0 0 3 22.525 Southampton
0 Olsen, Mr. Karl Siegwart Andreas male 1 42 0 1 3 8.4042 Southampton
0 Olsson, Miss. Elina female 0 31 0 0 3 7.8542 Southampton
0 Olsson, Mr. Nils Johan Goransson male 1 28 0 0 3 7.8542 Southampton
1 Olsson, Mr. Oscar Wilhelm male 1 32 0 0 3 7.775 Southampton
0 Olsvigen, Mr. Thor Anderson male 1 20 0 0 3 9.225 Southampton
0 Oreskovic, Miss. Jelka female 0 23 0 0 3 8.6625 Southampton
0 Oreskovic, Miss. Marija female 0 20 0 0 3 8.6625 Southampton
0 Oreskovic, Mr. Luka male 1 20 0 0 3 8.6625 Southampton
0 Osen, Mr. Olaf Elon male 1 16 0 0 3 9.2167 Southampton
1 Osman, Mrs. Mara female 0 31 0 0 3 8.6833 Southampton
1 Ostby, Miss. Helene Ragnhild female 0 22 0 1 1 61.9792 Cherbourg
0 Ostby, Mr. Engelhart Cornelius male 1 65 0 1 1 61.9792 Cherbourg
0 Otter, Mr. Richard male 1 39 0 0 2 13 Southampton
0 Ovies y Rodriguez, Mr. Servando male 1 28.5 0 0 1 27.7208 Cherbourg
1 Oxenham, Mr. Percy Thomas male 1 22 0 0 2 10.5 Southampton
0 Pain, Dr. Alfred male 1 23 0 0 2 10.5 Southampton
1 Pallas y Castello, Mr. Emilio male 1 29 0 0 2 13.8583 Cherbourg
0 Palsson, Master. Gosta Leonard male 1 2 3 1 3 21.075 Southampton
0 Palsson, Master. Paul Folke male 1 6 3 1 3 21.075 Southampton
0 Palsson, Miss. Stina Viola female 0 3 3 1 3 21.075 Southampton
0 Palsson, Miss. Torborg Danira female 0 8 3 1 3 21.075 Southampton
0 Palsson, Mrs. Nils (Alma Cornelia Berglund) female 0 29 0 4 3 21.075 Southampton
0 Panula, Master. Eino Viljami male 1 1 4 1 3 39.6875 Southampton
0 Panula, Master. Juha Niilo male 1 7 4 1 3 39.6875 Southampton
0 Panula, Master. Urho Abraham male 1 2 4 1 3 39.6875 Southampton
0 Panula, Mr. Ernesti Arvid male 1 16 4 1 3 39.6875 Southampton
0 Panula, Mr. Jaako Arnold male 1 14 4 1 3 39.6875 Southampton
0 Panula, Mrs. Juha (Maria Emilia Ojala) female 0 41 0 5 3 39.6875 Southampton
0 Parker, Mr. Clifford Richard male 1 28 0 0 2 10.5 Southampton
1 Parrish, Mrs. (Lutie Davis) female 0 50 0 1 2 26 Southampton
0 Partner, Mr. Austen male 1 45.5 0 0 1 28.5 Southampton
0 Pasic, Mr. Jakob male 1 21 0 0 3 8.6625 Southampton
0 Patchett, Mr. George male 1 19 0 0 3 14.5 Southampton
0 Pavlovic, Mr. Stefo male 1 32 0 0 3 7.8958 Southampton
0 Payne, Mr. Vivian Ponsonby male 1 23 0 0 1 93.5 Southampton
0 Peacock, Master. Alfred Edward male 1 0.75 1 1 3 13.775 Southampton
0 Peacock, Miss. Treasteall female 0 3 1 1 3 13.775 Southampton
0 Peacock, Mrs. Benjamin (Edith Nile) female 0 26 0 2 3 13.775 Southampton
0 Pears, Mr. Thomas Clinton male 1 29 1 0 1 66.6 Southampton
1 Pears, Mrs. Thomas (Edith Wearne) female 0 22 1 0 1 66.6 Southampton
0 Pekoniemi, Mr. Edvard male 1 21 0 0 3 7.925 Southampton
0 Peltomaki, Mr. Nikolai Johannes male 1 25 0 0 3 7.925 Southampton
0 Penasco y Castellana, Mr. Victor de Satode male 1 18 1 0 1 108.9 Cherbourg
1 Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo) female 0 17 1 0 1 108.9 Cherbourg
0 Pengelly, Mr. Frederick William male 1 19 0 0 2 10.5 Southampton
0 Perkin, Mr. John Henry male 1 22 0 0 3 7.25 Southampton
1 Perreault, Miss. Anne female 0 30 0 0 1 93.5 Southampton
1 Persson, Mr. Ernst Ulrik male 1 25 1 0 3 7.775 Southampton
0 Peruschitz, Rev. Joseph Maria male 1 41 0 0 2 13 Southampton
0 Petersen, Mr. Marius male 1 24 0 0 3 8.05 Southampton
0 Petranec, Miss. Matilda female 0 28 0 0 3 7.8958 Southampton
0 Petroff, Mr. Nedelio male 1 19 0 0 3 7.8958 Southampton
0 Petterson, Mr. Johan Emil male 1 25 1 0 3 7.775 Southampton
0 Pettersson, Miss. Ellen Natalia female 0 18 0 0 3 7.775 Southampton
1 Peuchen, Major. Arthur Godfrey male 1 52 0 0 1 30.5 Southampton
1 Phillips, Miss. Alice Frances Louisa female 0 21 0 1 2 21 Southampton
1 Phillips, Miss. Kate Florence ("Mrs Kate Louise Phillips Marshall") female 0 19 0 0 2 26 Southampton
0 Phillips, Mr. Escott Robert male 1 43 0 1 2 21 Southampton
1 Pickard, Mr. Berk (Berk Trembisky) male 1 32 0 0 3 8.05 Southampton
1 Pinsky, Mrs. (Rosa) female 0 32 0 0 2 13 Southampton
0 Pokrnic, Mr. Mate male 1 17 0 0 3 8.6625 Southampton
0 Pokrnic, Mr. Tome male 1 24 0 0 3 8.6625 Southampton
0 Ponesell, Mr. Martin male 1 34 0 0 2 13 Southampton
1 Portaluppi, Mr. Emilio Ilario Giuseppe male 1 30 0 0 2 12.7375 Cherbourg
0 Porter, Mr. Walter Chamberlain male 1 47 0 0 1 52 Southampton
1 Potter, Mrs. Thomas Jr (Lily Alexenia Wilson) female 0 56 0 1 1 83.1583 Cherbourg
0 Pulbaum, Mr. Franz male 1 27 0 0 2 15.0333 Cherbourg
1 Quick, Miss. Phyllis May female 0 2 1 1 2 26 Southampton
1 Quick, Miss. Winifred Vera female 0 8 1 1 2 26 Southampton
1 Quick, Mrs. Frederick Charles (Jane Richards) female 0 33 0 2 2 26 Southampton
0 Reeves, Mr. David male 1 36 0 0 2 10.5 Southampton
0 Rekic, Mr. Tido male 1 38 0 0 3 7.8958 Southampton
0 Renouf, Mr. Peter Henry male 1 34 1 0 2 21 Southampton
1 Renouf, Mrs. Peter Henry (Lillian Jefferys) female 0 30 3 0 2 21 Southampton
0 Reuchlin, Jonkheer. John George male 1 38 0 0 1 0 Southampton
1 Reynaldo, Ms. Encarnacion female 0 28 0 0 2 13 Southampton
0 Reynolds, Mr. Harold J male 1 21 0 0 3 8.05 Southampton
0 Rice, Master. Albert male 1 10 4 1 3 29.125 Queenstown
0 Rice, Master. Arthur male 1 4 4 1 3 29.125 Queenstown
0 Rice, Master. Eric male 1 7 4 1 3 29.125 Queenstown
0 Rice, Master. Eugene male 1 2 4 1 3 29.125 Queenstown
0 Rice, Master. George Hugh male 1 8 4 1 3 29.125 Queenstown
0 Rice, Mrs. William (Margaret Norton) female 0 39 0 5 3 29.125 Queenstown
0 Richard, Mr. Emile male 1 23 0 0 2 15.0458 Cherbourg
1 Richards, Master. George Sibley male 1 0.8333 1 1 2 18.75 Southampton
1 Richards, Master. William Rowe male 1 3 1 1 2 18.75 Southampton
1 Richards, Mrs. Sidney (Emily Hocking) female 0 24 2 3 2 18.75 Southampton
1 Ridsdale, Miss. Lucy female 0 50 0 0 2 10.5 Southampton
0 Riihivouri, Miss. Susanna Juhantytar "Sanni" female 0 22 0 0 3 39.6875 Southampton
0 Ringhini, Mr. Sante male 1 22 0 0 1 135.6333 Cherbourg
0 Rintamaki, Mr. Matti male 1 35 0 0 3 7.125 Southampton
1 Robert, Mrs. Edward Scott (Elisabeth Walton McMillan) female 0 43 0 1 1 211.3375 Southampton
0 Robins, Mr. Alexander A male 1 50 1 0 3 14.5 Southampton
0 Robins, Mrs. Alexander A (Grace Charity Laury) female 0 47 1 0 3 14.5 Southampton
0 Roebling, Mr. Washington Augustus II male 1 31 0 0 1 50.4958 Southampton
0 Rogers, Mr. Reginald Harry male 1 19 0 0 2 10.5 Southampton
1 Romaine, Mr. Charles Hallace ("Mr C Rolmane") male 1 45 0 0 1 26.55 Southampton
0 Rosblom, Miss. Salli Helena female 0 2 1 1 3 20.2125 Southampton
0 Rosblom, Mr. Viktor Richard male 1 18 1 1 3 20.2125 Southampton
0 Rosblom, Mrs. Viktor (Helena Wilhelmina) female 0 41 0 2 3 20.2125 Southampton
1 Rosenbaum, Miss. Edith Louise female 0 33 0 0 1 27.7208 Cherbourg
0 Rosenshine, Mr. George ("Mr George Thorne") male 1 46 0 0 1 79.2 Cherbourg
0 Ross, Mr. John Hugo male 1 36 0 0 1 40.125 Cherbourg
1 Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards) female 0 33 0 0 1 86.5 Southampton
0 Rothschild, Mr. Martin male 1 55 1 0 1 59.4 Cherbourg
1 Rothschild, Mrs. Martin (Elizabeth L. Barrett) female 0 54 1 0 1 59.4 Cherbourg
0 Rouse, Mr. Richard Henry male 1 50 0 0 3 8.05 Southampton
0 Rowe, Mr. Alfred G male 1 33 0 0 1 26.55 Southampton
1 Rugg, Miss. Emily female 0 21 0 0 2 10.5 Southampton
0 Rush, Mr. Alfred George John male 1 16 0 0 3 8.05 Southampton
1 Ryerson, Master. John Borie male 1 13 2 2 1 262.375 Cherbourg
1 Ryerson, Miss. Emily Borie female 0 18 2 2 1 262.375 Cherbourg
1 Ryerson, Miss. Susan Parker "Suzette" female 0 21 2 2 1 262.375 Cherbourg
0 Ryerson, Mr. Arthur Larned male 1 61 1 3 1 262.375 Cherbourg
1 Ryerson, Mrs. Arthur Larned (Emily Maria Borie) female 0 48 1 3 1 262.375 Cherbourg
0 Saad, Mr. Khalil male 1 25 0 0 3 7.225 Cherbourg
0 Saether, Mr. Simon Sivertsen male 1 38.5 0 0 3 7.25 Southampton
0 Sage, Master. William Henry male 1 14.5 8 2 3 69.55 Southampton
1 Sagesser, Mlle. Emma female 0 24 0 0 1 69.3 Cherbourg
0 Salander, Mr. Karl Johan male 1 24 0 0 3 9.325 Southampton
1 Salkjelsvik, Miss. Anna Kristine female 0 21 0 0 3 7.65 Southampton
0 Salonen, Mr. Johan Werner male 1 39 0 0 3 7.925 Southampton
1 Sandstrom, Miss. Beatrice Irene female 0 1 1 1 3 16.7 Southampton
1 Sandstrom, Miss. Marguerite Rut female 0 4 1 1 3 16.7 Southampton
1 Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson) female 0 24 0 2 3 16.7 Southampton
1 Sap, Mr. Julius male 1 25 0 0 3 9.5 Southampton
0 Saundercock, Mr. William Henry male 1 20 0 0 3 8.05 Southampton
0 Sawyer, Mr. Frederick Charles male 1 24.5 0 0 3 8.05 Southampton
1 Schabert, Mrs. Paul (Emma Mock) female 0 35 1 0 1 57.75 Cherbourg
0 Schmidt, Mr. August male 1 26 0 0 2 13 Southampton
0 Sedgwick, Mr. Charles Frederick Waddington male 1 25 0 0 2 13 Southampton
1 Serepeca, Miss. Augusta female 0 30 0 0 1 31 Cherbourg
1 Seward, Mr. Frederic Kimber male 1 34 0 0 1 26.55 Southampton
0 Sharp, Mr. Percival James R male 1 27 0 0 2 26 Southampton
1 Sheerlinck, Mr. Jan Baptist male 1 29 0 0 3 9.5 Southampton
1 Shelley, Mrs. William (Imanita Parrish Hall) female 0 25 0 1 2 26 Southampton
1 Shutes, Miss. Elizabeth W female 0 40 0 0 1 153.4625 Southampton
1 Silven, Miss. Lyyli Karoliina female 0 18 0 2 2 13 Southampton
1 Silverthorne, Mr. Spencer Victor male 1 35 0 0 1 26.2875 Southampton
0 Silvey, Mr. William Baird male 1 50 1 0 1 55.9 Southampton
1 Silvey, Mrs. William Baird (Alice Munger) female 0 39 1 0 1 55.9 Southampton
1 Simonius-Blumer, Col. Oberst Alfons male 1 56 0 0 1 35.5 Cherbourg
1 Sincock, Miss. Maude female 0 20 0 0 2 36.75 Southampton
1 Sinkkonen, Miss. Anna female 0 30 0 0 2 13 Southampton
0 Sirayanian, Mr. Orsen male 1 22 0 0 3 7.2292 Cherbourg
0 Sivic, Mr. Husein male 1 40 0 0 3 7.8958 Southampton
0 Sivola, Mr. Antti Wilhelm male 1 21 0 0 3 7.925 Southampton
1 Sjoblom, Miss. Anna Sofia female 0 18 0 0 3 7.4958 Southampton
0 Sjostedt, Mr. Ernst Adolf male 1 59 0 0 2 13.5 Southampton
0 Skoog, Master. Harald male 1 4 3 2 3 27.9 Southampton
0 Skoog, Master. Karl Thorsten male 1 10 3 2 3 27.9 Southampton
0 Skoog, Miss. Mabel female 0 9 3 2 3 27.9 Southampton
0 Skoog, Miss. Margit Elizabeth female 0 2 3 2 3 27.9 Southampton
0 Skoog, Mr. Wilhelm male 1 40 1 4 3 27.9 Southampton
0 Skoog, Mrs. William (Anna Bernhardina Karlsson) female 0 45 1 4 3 27.9 Southampton
1 Slayter, Miss. Hilda Mary female 0 30 0 0 2 12.35 Queenstown
0 Slemen, Mr. Richard James male 1 35 0 0 2 10.5 Southampton
1 Sloper, Mr. William Thompson male 1 28 0 0 1 35.5 Southampton
0 Smart, Mr. John Montgomery male 1 56 0 0 1 26.55 Southampton
1 Smith, Miss. Marion Elsie female 0 40 0 0 2 13 Southampton
0 Smith, Mr. James Clinch male 1 56 0 0 1 30.6958 Cherbourg
0 Smith, Mr. Lucien Philip male 1 24 1 0 1 60 Southampton
1 Smith, Mrs. Lucien Philip (Mary Eloise Hughes) female 0 18 1 0 1 60 Southampton
1 Snyder, Mr. John Pillsbury male 1 24 1 0 1 82.2667 Southampton
1 Snyder, Mrs. John Pillsbury (Nelle Stevenson) female 0 23 1 0 1 82.2667 Southampton
0 Sobey, Mr. Samuel James Hayden male 1 25 0 0 2 13 Southampton
0 Soholt, Mr. Peter Andreas Lauritz Andersen male 1 19 0 0 3 7.65 Southampton
0 Somerton, Mr. Francis William male 1 30 0 0 3 8.05 Southampton
1 Spedden, Master. Robert Douglas male 1 6 0 2 1 134.5 Cherbourg
1 Spedden, Mr. Frederic Oakley male 1 45 1 1 1 134.5 Cherbourg
1 Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone) female 0 40 1 1 1 134.5 Cherbourg
0 Spencer, Mr. William Augustus male 1 57 1 0 1 146.5208 Cherbourg
0 Spinner, Mr. Henry John male 1 32 0 0 3 8.05 Southampton
1 Stahelin-Maeglin, Dr. Max male 1 32 0 0 1 30.5 Cherbourg
0 Stankovic, Mr. Ivan male 1 33 0 0 3 8.6625 Cherbourg
1 Stanley, Miss. Amy Zillah Elsie female 0 23 0 0 3 7.55 Southampton
0 Stanley, Mr. Edward Roland male 1 21 0 0 3 8.05 Southampton
0 Stanton, Mr. Samuel Ward male 1 41 0 0 2 15.0458 Cherbourg
0 Stead, Mr. William Thomas male 1 62 0 0 1 26.55 Southampton
1 Stengel, Mr. Charles Emil Henry male 1 54 1 0 1 55.4417 Cherbourg
1 Stengel, Mrs. Charles Emil Henry (Annie May Morris) female 0 43 1 0 1 55.4417 Cherbourg
1 Stephenson, Mrs. Walter Bertram (Martha Eustis) female 0 52 1 0 1 78.2667 Cherbourg
0 Stokes, Mr. Philip Joseph male 1 25 0 0 2 10.5 Southampton
1 Stone, Mrs. George Nelson (Martha Evelyn) female 0 62 0 0 1 80
0 Storey, Mr. Thomas male 1 60.5 0 0 3 Southampton
0 Stoytcheff, Mr. Ilia male 1 19 0 0 3 7.8958 Southampton
0 Strandberg, Miss. Ida Sofia female 0 22 0 0 3 9.8375 Southampton
1 Stranden, Mr. Juho male 1 31 0 0 3 7.925 Southampton
0 Straus, Mr. Isidor male 1 67 1 0 1 221.7792 Southampton
0 Straus, Mrs. Isidor (Rosalie Ida Blun) female 0 63 1 0 1 221.7792 Southampton
0 Strilic, Mr. Ivan male 1 27 0 0 3 8.6625 Southampton
0 Strom, Miss. Telma Matilda female 0 2 0 1 3 10.4625 Southampton
0 Strom, Mrs. Wilhelm (Elna Matilda Persson) female 0 29 1 1 3 10.4625 Southampton
1 Sunderland, Mr. Victor Francis male 1 16 0 0 3 8.05 Southampton
1 Sundman, Mr. Johan Julian male 1 44 0 0 3 7.925 Southampton
0 Sutehall, Mr. Henry Jr male 1 25 0 0 3 7.05 Southampton
0 Sutton, Mr. Frederick male 1 61 0 0 1 32.3208 Southampton
0 Svensson, Mr. Johan male 1 74 0 0 3 7.775 Southampton
1 Svensson, Mr. Johan Cervin male 1 14 0 0 3 9.225 Southampton
0 Svensson, Mr. Olof male 1 24 0 0 3 7.7958 Southampton
0 Swane, Mr. George male 1 18.5 0 0 2 13 Southampton
0 Sweet, Mr. George Frederick male 1 14 0 0 2 65 Southampton
1 Swift, Mrs. Frederick Joel (Margaret Welles Barron) female 0 48 0 0 1 25.9292 Southampton
1 Taussig, Miss. Ruth female 0 18 0 2 1 79.65 Southampton
0 Taussig, Mr. Emil male 1 52 1 1 1 79.65 Southampton
1 Taussig, Mrs. Emil (Tillie Mandelbaum) female 0 39 1 1 1 79.65 Southampton
1 Taylor, Mr. Elmer Zebley male 1 48 1 0 1 52 Southampton
1 Tenglin, Mr. Gunnar Isidor male 1 25 0 0 3 7.7958 Southampton
0 Thayer, Mr. John Borland male 1 49 1 1 1 110.8833 Cherbourg
1 Thayer, Mr. John Borland Jr male 1 17 0 2 1 110.8833 Cherbourg
1 Thayer, Mrs. John Borland (Marian Longstreth Morris) female 0 39 1 1 1 110.8833 Cherbourg
0 Theobald, Mr. Thomas Leonard male 1 34 0 0 3 8.05 Southampton
1 Thomas, Master. Assad Alexander male 1 0.4167 0 1 3 8.5167 Cherbourg
1 Thomas, Mrs. Alexander (Thamine "Thelma") female 0 16 1 1 3 8.5167 Cherbourg
0 Tikkanen, Mr. Juho male 1 32 0 0 3 7.925 Southampton
0 Tomlin, Mr. Ernest Portage male 1 30.5 0 0 3 8.05 Southampton
1 Toomey, Miss. Ellen female 0 50 0 0 2 10.5 Southampton
0 Torber, Mr. Ernst William male 1 44 0 0 3 8.05 Southampton
1 Tornquist, Mr. William Henry male 1 25 0 0 3 0 Southampton
1 Touma, Master. Georges Youssef male 1 7 1 1 3 15.2458 Cherbourg
1 Touma, Miss. Maria Youssef female 0 9 1 1 3 15.2458 Cherbourg
1 Touma, Mrs. Darwis (Hanne Youssef Razi) female 0 29 0 2 3 15.2458 Cherbourg
0 Troupiansky, Mr. Moses Aaron male 1 23 0 0 2 13 Southampton
1 Trout, Mrs. William H (Jessie L) female 0 28 0 0 2 12.65 Southampton
1 Troutt, Miss. Edwina Celia "Winnie" female 0 27 0 0 2 10.5 Southampton
1 Tucker, Mr. Gilbert Milligan Jr male 1 31 0 0 1 28.5375 Cherbourg
0 Turcin, Mr. Stjepan male 1 36 0 0 3 7.8958 Southampton
1 Turja, Miss. Anna Sofia female 0 18 0 0 3 9.8417 Southampton
1 Turkula, Mrs. (Hedwig) female 0 63 0 0 3 9.5875 Southampton
0 Turpin, Mr. William John Robert male 1 29 1 0 2 21 Southampton
0 Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott) female 0 27 1 0 2 21 Southampton
0 Uruchurtu, Don. Manuel E male 1 40 0 0 1 27.7208 Cherbourg
0 van Billiard, Master. Walter John male 1 11.5 1 1 3 14.5 Southampton
0 van Billiard, Mr. Austin Blyler male 1 40.5 0 2 3 14.5 Southampton
0 Van der hoef, Mr. Wyckoff male 1 61 0 0 1 33.5 Southampton
0 Van Impe, Miss. Catharina female 0 10 0 2 3 24.15 Southampton
0 Van Impe, Mr. Jean Baptiste male 1 36 1 1 3 24.15 Southampton
0 Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert) female 0 30 1 1 3 24.15 Southampton
0 Vande Velde, Mr. Johannes Joseph male 1 33 0 0 3 9.5 Southampton
0 Vande Walle, Mr. Nestor Cyriel male 1 28 0 0 3 9.5 Southampton
0 Vanden Steen, Mr. Leo Peter male 1 28 0 0 3 9.5 Southampton
0 Vander Cruyssen, Mr. Victor male 1 47 0 0 3 9 Southampton
0 Vander Planke, Miss. Augusta Maria female 0 18 2 0 3 18 Southampton
0 Vander Planke, Mr. Julius male 1 31 3 0 3 18 Southampton
0 Vander Planke, Mr. Leo Edmondus male 1 16 2 0 3 18 Southampton
0 Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele) female 0 31 1 0 3 18 Southampton
1 Vartanian, Mr. David male 1 22 0 0 3 7.225 Cherbourg
0 Veal, Mr. James male 1 40 0 0 2 13 Southampton
0 Vendel, Mr. Olof Edvin male 1 20 0 0 3 7.8542 Southampton
0 Vestrom, Miss. Hulda Amanda Adolfina female 0 14 0 0 3 7.8542 Southampton
0 Vovk, Mr. Janko male 1 22 0 0 3 7.8958 Southampton
0 Waelens, Mr. Achille male 1 22 0 0 3 9 Southampton
1 Walcroft, Miss. Nellie female 0 31 0 0 2 21 Southampton
0 Walker, Mr. William Anderson male 1 47 0 0 1 34.0208 Southampton
1 Ward, Miss. Anna female 0 35 0 0 1 512.3292 Cherbourg
0 Ware, Mr. John James male 1 30 1 0 2 21 Southampton
0 Ware, Mr. William Jeffery male 1 23 1 0 2 10.5 Southampton
1 Ware, Mrs. John James (Florence Louise Long) female 0 31 0 0 2 21 Southampton
0 Warren, Mr. Frank Manley male 1 64 1 0 1 75.25 Cherbourg
1 Warren, Mrs. Frank Manley (Anna Sophia Atkinson) female 0 60 1 0 1 75.25 Cherbourg
1 Watt, Miss. Bertha J female 0 12 0 0 2 15.75 Southampton
1 Watt, Mrs. James (Elizabeth "Bessie" Inglis Milne) female 0 40 0 0 2 15.75 Southampton
1 Webber, Miss. Susan female 0 32.5 0 0 2 13 Southampton
0 Weir, Col. John male 1 60 0 0 1 26.55 Southampton
0 Weisz, Mr. Leopold male 1 27 1 0 2 26 Southampton
1 Weisz, Mrs. Leopold (Mathilde Francoise Pede) female 0 29 1 0 2 26 Southampton
1 Wells, Master. Ralph Lester male 1 2 1 1 2 23 Southampton
1 Wells, Miss. Joan female 0 4 1 1 2 23 Southampton
1 Wells, Mrs. Arthur Henry ("Addie" Dart Trevaskis) female 0 29 0 2 2 23 Southampton
0 Wenzel, Mr. Linhart male 1 32.5 0 0 3 9.5 Southampton
1 West, Miss. Barbara J female 0 0.9167 1 2 2 27.75 Southampton
1 West, Miss. Constance Mirium female 0 5 1 2 2 27.75 Southampton
0 West, Mr. Edwy Arthur male 1 36 1 2 2 27.75 Southampton
1 West, Mrs. Edwy Arthur (Ada Mary Worth) female 0 33 1 2 2 27.75 Southampton
1 Whabee, Mrs. George Joseph (Shawneene Abi-Saab) female 0 38 0 0 3 7.2292 Cherbourg
0 Wheadon, Mr. Edward H male 1 66 0 0 2 10.5 Southampton
0 White, Mr. Percival Wayland male 1 54 0 1 1 77.2875 Southampton
0 White, Mr. Richard Frasar male 1 21 0 1 1 77.2875 Southampton
1 White, Mrs. John Stuart (Ella Holmes) female 0 55 0 0 1 135.6333 Cherbourg
1 Wick, Miss. Mary Natalie female 0 31 0 2 1 164.8667 Southampton
0 Wick, Mr. George Dennick male 1 57 1 1 1 164.8667 Southampton
1 Wick, Mrs. George Dennick (Mary Hitchcock) female 0 45 1 1 1 164.8667 Southampton
0 Widegren, Mr. Carl/Charles Peter male 1 51 0 0 3 7.75 Southampton
0 Widener, Mr. George Dunton male 1 50 1 1 1 211.5 Cherbourg
0 Widener, Mr. Harry Elkins male 1 27 0 2 1 211.5 Cherbourg
1 Widener, Mrs. George Dunton (Eleanor Elkins) female 0 50 1 1 1 211.5 Cherbourg
0 Wiklund, Mr. Jakob Alfred male 1 18 1 0 3 6.4958 Southampton
0 Wiklund, Mr. Karl Johan male 1 21 1 0 3 6.4958 Southampton
1 Wilhelms, Mr. Charles male 1 31 0 0 2 13 Southampton
1 Wilkes, Mrs. James (Ellen Needs) female 0 47 1 0 3 7 Southampton
1 Willard, Miss. Constance female 0 21 0 0 1 26.55 Southampton
0 Williams, Mr. Charles Duane male 1 51 0 1 1 61.3792 Cherbourg
0 Williams, Mr. Leslie male 1 28.5 0 0 3 16.1 Southampton
1 Williams, Mr. Richard Norris II male 1 21 0 1 1 61.3792 Cherbourg
1 Wilson, Miss. Helen Alice female 0 31 0 0 1 134.5 Cherbourg
0 Windelov, Mr. Einar male 1 21 0 0 3 7.25 Southampton
0 Wirz, Mr. Albert male 1 27 0 0 3 8.6625 Southampton
0 Wittevrongel, Mr. Camille male 1 36 0 0 3 9.5 Southampton
1 Wright, Miss. Marion female 0 26 0 0 2 13.5 Southampton
0 Wright, Mr. George male 1 62 0 0 1 26.55 Southampton
0 Yasbeck, Mr. Antoni male 1 27 1 0 3 14.4542 Cherbourg
1 Yasbeck, Mrs. Antoni (Selini Alexander) female 0 15 1 0 3 14.4542 Cherbourg
1 Young, Miss. Marie Grice female 0 36 0 0 1 135.6333 Cherbourg
0 Youseff, Mr. Gerious male 1 45.5 0 0 3 7.225 Cherbourg
0 Yrois, Miss. Henriette ("Mrs Harbeck") female 0 24 0 0 2 13 Southampton
0 Zabour, Miss. Hileni female 0 14.5 1 0 3 14.4542 Cherbourg
0 Zakarian, Mr. Mapriededer male 1 26.5 0 0 3 7.225 Cherbourg
0 Zakarian, Mr. Ortin male 1 27 0 0 3 7.225 Cherbourg
0 Zimmerman, Mr. Leo male 1 29 0 0 3 7.875 Southampton

Survived Survival Indicator (0 = No, 1 = Yes) Name Passenger Name Gender Passenger’s gender GenderNum Passenger’s numeric gender (0 = Female, 1 = Male) Age Age in years SiblingSpouse Number of passengers on ship who are this person’s brother, sister or spouse ParentChild Number of passengers on ship who are this person’s parent or child PClass Passenger class (1 = 1st, 2 = 2nd, 3 = 3rd) Fare Passenger fare Embarked Port of embarkation

Data PT

pclass 1
siblingspouse 0
Average of survived gender
age female male Grand Total
0-10 100% 100%
10-20 100% 50% 89%
20-30 100% 41% 69%
30-40 96% 39% 67%
40-50 100% 23% 46%
50-60 91% 29% 56%
60-70 100% 0% 27%
70-80 33% 33%
Grand Total 97% 32% 59%

Actual Data

female 0-10 10-20 20-30 30-40 40-50 50-60 60-70 70-80 1 1 0.95652173913043481 1 0.90909090909090906 1 male 0-10 10-20 20-30 30-40 40-50 50-60 60-70 70-80 1 0.5 0.41176470588235292 0.39130434782608697 0.23076923076923078 0.2857142857142857 0 0.33333333333333331

Logit (MainEffect)

Logit glm(formula = survived ~ survived ~ age + gendernum + pclass + siblingspouse , family = binomial(logit),
data = titanic)
Inputs Output: Sensitivity Analysis
Variable Value Variable Coefficient Value Coeff*Value Gender
age 10 age in years Intercept 4.995753 1 4.995753 Female Male
gendernum 0 0=female, 1=male age -0.03874 10 -0.3874 97% 0 1
pclass 1 1, 2, 3 by class gendernum -2.57726 0 0 Age 0 98% 78%
siblingspouse 0 Number of passengers on ship who are this person’s brother, sister or spouse (0-8) pclass -1.156828 1 -1.156828 5 97% 74%
siblingspouse -0.320312 0 0 10 97% 71%
15 96% 66%
sum 3.451525 20 96% 62%
Exp(sum) 31.5484670547 25 95% 57%
Probability 97% 30 94% 52%
35 92% 48%
=H13/(1+H13) 40 91% 43%
45 89% 38%
50 87% 34%
55 85% 30%
60 82% 26%
65 79% 22%
70 76% 19%

Survival

Female 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0.97893649807014205 0.97454912984655673 0.96927658687213858 0.96295327726179381 0.95538844072575413 0.94636492438622311 0.93563918916357958 0.92294320839947674 0.90798907277839314 0.89047722418210951 0.87010924254544408 0.84660591682260233 0.81973084367271531 0.78931893227685346 0.75530793785305683 Male 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0.7793125950956995 0.74420972250404926 0.70563238015171226 0.66386478788208958 0.6193676288790152 0.57277080016557058 0.52484576951763939 0.47645866846895385 0.42850948825040808 0.38186611818884908 0.33730327627405599 0.29545513809461915 0.25678713966065092 0.22158819753346412 0.18998079025373063 Age

Logit (Mod)

Logit glm(formula = survived ~ age + gendernum + pclass + siblingspouse + age*gendernum + age*pclass + gendernum*pclass + pclass*siblingspouse , family = binomial(logit),
data = titanic)
Inputs Output: Sensitivity Analysis
Variable Value Variable Coefficient Value Coeff*Value Gender
age 10 age in years Intercept Female Male
gendernum 0 0=female, 1=male age 0% 0 1
pclass 1 1, 2, 3 by class gendernum Age 0 0% 0%
siblingspouse 0 Number of passengers on ship who are this person’s brother, sister or spouse (0-8) pclass 5 0% 0%
age*gendernum siblingspouse 10 0% 0%
age*pclass age*gendernum 15 0% 0%
gendernum*pclass age*pclass 20 0% 0%
pclass*siblingspouse gendernum*pclass 25 0% 0%
pclass*siblingspouse 30 0% 0%
35 0% 0%
40 0% 0%
sum 45 0% 0%
Exp(sum) 50 0% 0%
Probability 55 0% 0%
60 0% 0%
=H18/(1+H18) 65 0% 0%
70 0% 0%
Paste Results Here:
> summary(GLM.11)
Extract Value
ERROR:#VALUE!
Kim Pendelberry: Kim Pendelberry: Finds 1st space and removes factor description. With remaining text, finds next space between Estimate and Std Error, then pulls out just the value up to that point
ERROR:#VALUE!
ERROR:#VALUE!
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Survival

Female 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Male 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

Probit(Mod)

Probit glm(formula = survived ~ age + gendernum + pclass + siblingspouse +
age * gendernum + age * pclass + gendernum * pclass + pclass *
siblingspouse, family = binomial(probit), data = titanic)
Inputs Output: Sensitivity Analysis
Variable Value Variable Coefficient Value Coeff*Value Gender
age 10 age in years Intercept Female Male
gendernum 0 0=female, 1=male age 0% 0 1
pclass 1 1, 2, 3 by class gendernum Age 0 0% 0%
siblingspouse 0 Number of passengers on ship who are this person’s brother, sister or spouse (0-8) pclass 5 0% 0%
gendernum*pclass siblingspouse 10 0% 0%
pclass*siblingspouse gendernum*pclass 15 0% 0%
pclass*siblingspouse 20 0% 0%
25 0% 0%
sum 30 0% 0%
Probability 35 0% 0%
40 0% 0%
=NORM.S.DIST(H15,TRUE) 45 0% 0%
50 0% 0%
55 0% 0%
60 0% 0%
65 0% 0%
70 0% 0%
Paste Results Here:
Extract Value
ERROR:#VALUE!
Kim Pendelberry: Kim Pendelberry: Finds 1st space and removes factor description. With remaining text, finds next space between Estimate and Std Error, then pulls out just the value up to that point
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!

Survival

Female 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Male 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

NeuralNetwork

Neural Network titanicnet <- neuralnet(survived ~ age + gendernum + pclass + siblingspouse, titanic, hidden=3, lifesign="minimal", linear.output=FALSE, threshold=0.01)
Note: coefficients will vary with each neural network run
Inputs Hidden node 1: Output: Sensitivity Analysis
Variable Value Variable Coefficient Value Coeff*Value Variable Coefficient Value Coeff*Value Gender
age 10 age in years Intercept Intercept Female Male
gendernum 0 0=female, 1=male age Hidden1 0% 0 1
pclass 1 1, 2, 3 by class gendernum Hidden2 Age 0 0% 0%
siblingspouse 0 Number of passengers on ship who are this person’s brother, sister or spouse (0-8) pclass Hidden3 5 0% 0%
siblingspouse 10 0% 0%
15 0% 0%
sum sum 20 0% 0%
Exp(sum) Exp(sum) 25 0% 0%
Probability Probability 30 0% 0%
35 0% 0%
Hidden node 2: 40 0% 0%
45 0% 0%
Variable Coefficient Value Coeff*Value 50 0% 0%
Intercept 55 0% 0%
age 60 0% 0%
gendernum 65 0% 0%
pclass 70 0% 0%
siblingspouse
sum
Exp(sum)
Probability
Hidden node 3:
Variable Coefficient Value Coeff*Value
Intercept
age
gendernum
pclass
siblingspouse
sum
Exp(sum)
Probability
Paste Results Here: Paste Plot Here:
> titanicnet
Extract Value
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!
ERROR:#VALUE!

Survival

Female 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Male 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0