Titanic Survival Analysis: Exploring Passenger Data Insights

CLC - Titanic Survival: Exploratory Data Ana Overview The sinking of the Titanic is one of the most infamous shipwrecks in history. While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than You will use the DCOVAS framework. Reference Reading: The Statistician In You: Simple Everyday Life-Hacks (TSIY). • Define the problem • Collect data from the appropriate source(s) • Organize data using tables • Visualize data using a chart or graph • Analyze data using a tool and/or calculation(s) • Solution: Provide a conclusion and solution Data Set Tasks (All students must complete this section individually) On April 15, 1912, during her maiden voyage, the widely considered “unsinkable” RMS Titanic sank after colliding with an iceb resulting in the death of 1502 out of 2224 passengers and crew. In this Collaborative Learning Community (CLC) assignment, you will work as a group and explore the Titanic passenger sample survive using passenger data (i.e. Survived, Pclass, Gender, Age, and Fare). The "CLC - Titanic Survival: Exploratory Data Analysis" Excel spreadsheet contains data for 700 of the real Titanic passengers. E about the passengers including whether they survived (Survived), their social-economic status (Pclass), their gender (Gender), Each CLC group member will start with a randomized 150 records. Please refer to the detailed instruction in the Excel file. 1. Collect: On the "DefineCollectRawData" tab, sort the "recordShuffler" column from smallest to largest (descending). Copy include the labels. 2. Organize: Paste the first randomized 150 records to the "OrganizeVisualizeDataset" tab. Create a pivot table (refer to Cha 3. Visualize: Create a bar chart of the pivot table (refer to Chapter 4 in TSIY). 4. Analyze: Create a descriptive statistic of the "Fare" column. What is the average and standard deviation for the survivors? TSIY). 5. Paste the data from each CLC member into the "SummaryResults" tab and perform descriptive statistics on this new incre group member results to the group average. 6. Solution: Create and submit one PowerPoint and the combined Excel file. Variable Definition Key Survived Survival 0 = No, 1 = Yes Pclass Ticket class 1 = 1st, 2 = 2nd, 3 = 3rd Gender Sex male, female Age Age in years Fare Passenger fare Variable pclass Variable Definition Variable Notes Notes A proxy for socio-economic status (SES)

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Putting It All Together: Deliverables As a group, one person needs to submit: Instructions for Pivot Table: Instructions for Descriptive Statistics: Click on Insert => Data Analysis => Descriptive Statistics As a group, prepare and submit ONE group PowerPoint presentation (8-12 slides) based upon the combined group analysis, ca speaker notes and address the following: 1. Create a roles and responsibility slide. 2. Introduction Slide (Define): Define the problem 3. Collect Slide: Describe the process to collect your group's data with emphasis on randomization. 4. Organize and Visualize Slides: Include your pivot tables and bar charts. 5. Analyze Slides: Compare your group's averages and standard deviations. Explain the differences in a summary table. 6. Conclusion: Compare and contrast your group's results and validate it with Titanic research fact(s). The rainbow is a sign ( group’s recommendation, appeal, sign, or solution (refer to Chapter 4, pages 68 and 69 in TSIY) 7. References: Cite two or more sources. · The Excel worksheet containing each individual group members calculations as well as the combined data and completed with all the tables, charts, and calculations as listed in "Tasks" section. · One group PowerPoint presentation (8-12 slides) include all the components listed in the "Tasks" section.

PassengerId Name Survived Pclass Gender Age Fare 155 Lurette, Miss. Elise 1 1 female 58 146.5208 519 Coleff, Mr. Peju 0 3 male 36 7.4958 210 Taussig, Mr. Emil 0 1 male 52 79.65 692 Najib, Miss. Adele Kiamie "Jane" 1 3 female 15 7.225 448 Appleton, Mrs. Edward Dale (Charlo 1 1 female 53 51.4792 396 Laitinen, Miss. Kristina Sofia 0 3 female 37 9.5875 61 Waelens, Mr. Achille 0 3 male 22 9 642 Lester, Mr. James 0 3 male 39 24.15 529 Sawyer, Mr. Frederick Charles 0 3 male 24 8.05 668 Markoff, Mr. Marin 0 3 male 35 7.8958 208 Parrish, Mrs. (Lutie Davis) 1 2 female 50 26 359 Foreman, Mr. Benjamin Laventall 0 1 male 30 27.75 195 Attalah, Mr. Sleiman 0 3 male 30 7.225 47 Harris, Mr. Henry Birkhardt 0 1 male 45 83.475 10 Sandstrom, Miss. Marguerite Rut 1 3 female 4 16.7 222 Duane, Mr. Frank 0 3 male 65 7.75 491 Longley, Miss. Gretchen Fiske 1 1 female 21 77.9583 225 Dorking, Mr. Edward Arthur 1 3 male 19 8.05 263 Graham, Mr. George Edward 0 1 male 38 153.4625 660 Pasic, Mr. Jakob 0 3 male 21 8.6625 180 Berglund, Mr. Karl Ivar Sven 0 3 male 22 9.35 509 Doling, Miss. Elsie 1 2 female 18 23 23 Asplund, Mrs. Carl Oscar (Selma Aug 1 3 female 38 31.3875 570 Hodges, Mr. Henry Price 0 2 male 50 13 661 Chip, Mr. Chang 1 3 male 32 56.4958 472 Lindell, Mr. Edvard Bengtsson 0 3 male 36 15.55 469 Jacobsohn, Mrs. Sidney Samuel (Amy 1 2 female 24 27 56 Chronopoulos, Mr. Apostolos 0 3 male 26 14.4542 148 Bourke, Mr. John 0 3 male 40 15.5 72 Dean, Mr. Bertram Frank 0 3 male 26 20.575 315 McKane, Mr. Peter David 0 2 male 46 26 428 Douglas, Mr. Walter Donald 0 1 male 50 106.425 336 Rosblom, Mr. Viktor Richard 0 3 male 18 20.2125 60 Dowdell, Miss. Elizabeth 1 3 female 30 12.475 343 Silvey, Mr. William Baird 0 1 male 50 55.9 471 Homer, Mr. Harry ("Mr E Haven") 1 1 male 35 26.55 8 Johnson, Mrs. Oscar W (Elisabeth Vi 1 3 female 27 11.1333 408 Angle, Mrs. William A (Florence "Ma 1 2 female 36 26 299 Gustafsson, Mr. Karl Gideon 0 3 male 19 7.775 482 Becker, Miss. Marion Louise 1 2 female 4 39 574 Bryhl, Mr. Kurt Arnold Gottfrid 0 2 male 25 26 447 Harris, Mr. George 1 2 male 62 10.5 199 Beckwith, Mr. Richard Leonard 1 1 male 37 52.5542 187 Asplund, Miss. Lillian Gertrud 1 3 female 5 31.3875

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154 Brown, Mrs. James Joseph (Margare 1 1 female 44 27.7208 70 Andreasson, Mr. Paul Edvin 0 3 male 20 7.8542 295 Palsson, Miss. Stina Viola 0 3 female 3 21.075 508 Stanley, Miss. Amy Zillah Elsie 1 3 female 23 7.55 527 Wilhelms, Mr. Charles 1 2 male 31 13 622 Rice, Master. George Hugh 0 3 male 8 29.125 662 Alhomaki, Mr. Ilmari Rudolf 0 3 male 20 7.925 386 Coutts, Master. Eden Leslie "Neville" 1 3 male 9 15.9 252 Spedden, Mrs. Frederic Oakley (Mar 1 1 female 40 134.5 79 White, Mr. Richard Frasar 0 1 male 21 77.2875 232 Bishop, Mrs. Dickinson H (Helen Wal 1 1 female 19 91.0792 231 Barber, Miss. Ellen "Nellie" 1 1 female 26 78.85 500 Panula, Mrs. Juha (Maria Emilia Ojal 0 3 female 41 39.6875 251 Wick, Miss. Mary Natalie 1 1 female 31 164.8667 590 Marvin, Mr. Daniel Warner 0 1 male 19 53.1 175 Harris, Mr. Walter 0 2 male 30 10.5 168 Cameron, Miss. Clear Annie 1 2 female 35 21 423 Frolicher, Miss. Hedwig Margaritha 1 1 female 22 49.5 605 Eklund, Mr. Hans Linus 0 3 male 16 7.775 597 Hamalainen, Master. Viljo 1 2 male 1 14.5 331 Matthews, Mr. William John 0 2 male 30 13 332 Van Impe, Miss. Catharina 0 3 female 10 24.15 219 Lindblom, Miss. Augusta Charlotta 0 3 female 45 7.75 592 Wells, Miss. Joan 1 2 female 4 23 141 Klasen, Mr. Klas Albin 0 3 male 18 7.8542 426 Andersson, Miss. Sigrid Elisabeth 0 3 female 11 31.275 132 Panula, Master. Eino Viljami 0 3 male 1 39.6875 345 Ford, Miss. Doolina Margaret "Daisy 0 3 female 21 34.375 327 Minahan, Miss. Daisy E 1 1 female 33 90 381 Turkula, Mrs. (Hedwig) 1 3 female 63 9.5875 102 Drazenoic, Mr. Jozef 0 3 male 33 7.8958 77 Kantor, Mr. Sinai 0 2 male 34 26 160 Youseff, Mr. Gerious 0 3 male 45 7.225 638 Pettersson, Miss. Ellen Natalia 0 3 female 18 7.775 133 Goldsmith, Master. Frank John Willi 1 3 male 9 20.525 286 Barbara, Mrs. (Catherine David) 0 3 female 45 14.4542 539 Dakic, Mr. Branko 0 3 male 19 10.1708 19 Beesley, Mr. Lawrence 1 2 male 34 13 344 Carter, Miss. Lucile Polk 1 1 female 14 120 410 Perreault, Miss. Anne 1 1 female 30 93.5 311 Newell, Miss. Marjorie 1 1 female 23 113.275 496 Skoog, Miss. Mabel 0 3 female 9 27.9 192 Hunt, Mr. George Henry 0 2 male 33 12.275 158 Vande Walle, Mr. Nestor Cyriel 0 3 male 28 9.5 236 Hanna, Mr. Mansour 0 3 male 23 7.2292

264 Vander Planke, Mr. Leo Edmondus 0 3 male 16 18 321 Hakkarainen, Mr. Pekka Pietari 0 3 male 28 15.85 322 Oreskovic, Miss. Marija 0 3 female 20 8.6625 629 Osman, Mrs. Mara 1 3 female 31 8.6833 607 Mangan, Miss. Mary 0 3 female 30 7.75 17 Vander Planke, Mrs. Julius (Emelia 0 3 female 31 18 641 Alexander, Mr. William 0 3 male 26 7.8875 241 Abelson, Mr. Samuel 0 2 male 30 24 308 Carter, Mr. William Ernest 1 1 male 36 120 348 Kvillner, Mr. Johan Henrik Johannes 0 2 male 31 10.5 489 Sutton, Mr. Frederick 0 1 male 61 32.3208 567 Harper, Miss. Annie Jessie "Nina" 1 2 female 6 33 443 Davies, Mr. Alfred J 0 3 male 24 24.15 404 Rothschild, Mrs. Martin (Elizabeth L. 1 1 female 54 59.4 152 Andersen-Jensen, Miss. Carla Christi 1 3 female 19 7.8542 161 Cohen, Mr. Gurshon "Gus" 1 3 male 18 8.05 36 Arnold-Franchi, Mrs. Josef (Josefine 0 3 female 18 17.8 306 Buss, Miss. Kate 1 2 female 36 13 454 Jussila, Mr. Eiriik 1 3 male 32 7.925 81 Gustafsson, Mr. Anders Vilhelm 0 3 male 37 7.925 312 Sandstrom, Mrs. Hjalmar (Agnes Cha 1 3 female 24 16.7 420 Hart, Miss. Eva Miriam 1 2 female 7 26.25 78 Petranec, Miss. Matilda 0 3 female 28 7.8958 244 Ryerson, Miss. Emily Borie 1 1 female 18 262.375 361 Jalsevac, Mr. Ivan 1 3 male 29 7.8958 584 Ryerson, Miss. Susan Parker "Suzett 1 1 female 21 262.375 9 Nasser, Mrs. Nicholas (Adele Achem 1 2 female 14 30.0708 233 Levy, Mr. Rene Jacques 0 2 male 36 12.875 521 Hickman, Mr. Lewis 0 2 male 32 73.5 688 Beckwith, Mrs. Richard Leonard (Sal 1 1 female 47 52.5542 640 Chambers, Mrs. Norman Campbell (B 1 1 female 33 53.1 270 Fortune, Miss. Alice Elizabeth 1 1 female 24 263 113 Hakkarainen, Mrs. Pekka Pietari (Eli 1 3 female 24 15.85 380 Rouse, Mr. Richard Henry 0 3 male 50 8.05 95 Hickman, Mr. Stanley George 0 2 male 21 73.5 44 West, Miss. Constance Mirium 1 2 female 5 27.75 16 Rice, Master. Eugene 0 3 male 2 29.125 600 Theobald, Mr. Thomas Leonard 0 3 male 34 8.05 305 Goodwin, Master. Sidney Leonard 0 3 male 1 46.9 405 Coleff, Mr. Satio 0 3 male 24 7.4958 1 Braund, Mr. Owen Harris 0 3 male 22 7.25 14 Vestrom, Miss. Hulda Amanda Adolf 0 3 female 14 7.8542 48 Skoog, Master. Harald 0 3 male 4 27.9 52 Kink, Mr. Vincenz 0 3 male 26 8.6625 349 Hart, Mrs. Benjamin (Esther Ada Blo 1 2 female 45 26.25

144 Asplund, Master. Clarence Gustaf H 0 3 male 9 31.3875 334 Zimmerman, Mr. Leo 0 3 male 29 7.875 22 Palsson, Miss. Torborg Danira 0 3 female 8 21.075 145 Becker, Master. Richard F 1 2 male 1 39 335 Danbom, Mrs. Ernst Gilbert (Anna Si 0 3 female 28 14.4 268 Blackwell, Mr. Stephen Weart 0 1 male 45 35.5 107 Richard, Mr. Emile 0 2 male 23 15.0458 670 Andersson, Master. Sigvard Harald E 0 3 male 4 31.275 535 Goodwin, Mr. Charles Edward 0 3 male 14 46.9 696 Shelley, Mrs. William (Imanita Parris 1 2 female 25 26 139 Sivola, Mr. Antti Wilhelm 0 3 male 21 7.925 384 Kent, Mr. Edward Austin 0 1 male 58 29.7 98 White, Mr. Percival Wayland 0 1 male 54 77.2875 655 Yasbeck, Mrs. Antoni (Selini Alexand 1 3 female 15 14.4542 672 Boulos, Miss. Nourelain 0 3 female 9 15.2458 552 Barbara, Miss. Saiide 0 3 female 18 14.4542 71 Chaffee, Mr. Herbert Fuller 0 1 male 46 61.175 374 Strandberg, Miss. Ida Sofia 0 3 female 22 9.8375 556 Kelly, Mrs. Florence "Fannie" 1 2 female 45 13.5 21 Sloper, Mr. William Thompson 1 1 male 28 35.5 288 Adahl, Mr. Mauritz Nils Martin 0 3 male 30 7.25 391 Eustis, Miss. Elizabeth Mussey 1 1 female 54 78.2667 5 Allen, Mr. William Henry 0 3 male 35 8.05 12 Saundercock, Mr. William Henry 0 3 male 20 8.05 80 Johansson, Mr. Gustaf Joel 0 3 male 33 8.6542 31 Nicola-Yarred, Miss. Jamila 1 3 female 14 11.2417 134 Skoog, Mrs. William (Anna Bernhard 0 3 female 45 27.9 301 Nakid, Miss. Maria ("Mary") 1 3 female 1 15.7417 88 Jussila, Miss. Katriina 0 3 female 20 9.825 25 Uruchurtu, Don. Manuel E 0 1 male 40 27.7208 118 Ford, Miss. Robina Maggie "Ruby" 0 3 female 9 34.375 169 Perkin, Mr. John Henry 0 3 male 22 7.25 461 Frolicher-Stehli, Mr. Maxmillian 1 1 male 60 79.2 328 Sundman, Mr. Johan Julian 1 3 male 44 7.925 637 Johansson, Mr. Karl Johan 0 3 male 31 7.775 34 Laroche, Miss. Simonne Marie Anne 1 2 female 3 41.5792 416 Hocking, Mr. Richard George 0 2 male 23 11.5 659 Compton, Miss. Sara Rebecca 1 1 female 39 83.1583 542 Dick, Mr. Albert Adrian 1 1 male 31 57 525 Davidson, Mr. Thornton 0 1 male 31 52 377 Karlsson, Mr. Nils August 0 3 male 22 7.5208 163 Backstrom, Mr. Karl Alfred 0 3 male 32 15.85 474 Daniel, Mr. Robert Williams 1 1 male 27 30.5 434 Sharp, Mr. Percival James R 0 2 male 27 26 399 Quick, Mrs. Frederick Charles (Jane 1 2 female 33 26

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104 Robins, Mrs. Alexander A (Grace Cha 0 3 female 47 14.5 101 Ekstrom, Mr. Johan 0 3 male 45 6.975 296 Landergren, Miss. Aurora Adelia 1 3 female 22 7.25 105 Weisz, Mrs. Leopold (Mathilde Franc 1 2 female 29 26 457 Downton, Mr. William James 0 2 male 54 26 413 Farrell, Mr. James 0 3 male 40 7.75 265 Pears, Mr. Thomas Clinton 0 1 male 29 66.6 347 Fortune, Mr. Mark 0 1 male 64 263 514 Eitemiller, Mr. George Floyd 0 2 male 23 13 294 Ringhini, Mr. Sante 0 1 male 22 135.6333 502 Sagesser, Mlle. Emma 1 1 female 24 69.3 150 Pinsky, Mrs. (Rosa) 1 2 female 32 13 218 Andrews, Miss. Kornelia Theodosia 1 1 female 63 77.9583 123 Meo, Mr. Alfonzo 0 3 male 55 8.05 492 Bostandyeff, Mr. Guentcho 0 3 male 26 7.8958 271 Collander, Mr. Erik Gustaf 0 2 male 28 13 680 Giles, Mr. Frederick Edward 0 2 male 21 11.5 626 Dantcheff, Mr. Ristiu 0 3 male 25 7.8958 235 Mineff, Mr. Ivan 0 3 male 24 7.8958 6 McCarthy, Mr. Timothy J 0 1 male 54 51.8625 247 Hart, Mr. Benjamin 0 2 male 43 26.25 223 Olsson, Mr. Nils Johan Goransson 0 3 male 28 7.8542 400 Olsen, Mr. Henry Margido 0 3 male 28 22.525 446 Jonsson, Mr. Carl 1 3 male 32 7.8542 287 Asim, Mr. Adola 0 3 male 35 7.05 697 Markun, Mr. Johann 0 3 male 33 7.8958 110 Osen, Mr. Olaf Elon 0 3 male 16 9.2167 266 Burns, Miss. Elizabeth Margaret 1 1 female 41 134.5 494 Lundahl, Mr. Johan Svensson 0 3 male 51 7.0542 339 Pickard, Mr. Berk (Berk Trembisky) 1 3 male 32 8.05 304 Davies, Mr. Charles Henry 0 2 male 18 73.5 442 Norman, Mr. Robert Douglas 0 2 male 28 13.5 650 Hays, Mrs. Charles Melville (Clara J 1 1 female 52 93.5 142 Isham, Miss. Ann Elizabeth 0 1 female 50 28.7125 24 Fortune, Mr. Charles Alexander 0 1 male 19 263 37 Panula, Master. Juha Niilo 0 3 male 7 39.6875 388 Molson, Mr. Harry Markland 0 1 male 55 30.5 281 Vanden Steen, Mr. Leo Peter 0 3 male 28 9.5 686 Johnson, Master. Harold Theodor 1 3 male 4 11.1333 284 Skoog, Mr. Wilhelm 0 3 male 40 27.9 663 Mudd, Mr. Thomas Charles 0 2 male 16 10.5 352 Reynaldo, Ms. Encarnacion 1 2 female 28 13 511 Hegarty, Miss. Hanora "Nora" 0 3 female 18 6.75 534 Olsvigen, Mr. Thor Anderson 0 3 male 20 9.225 516 Frauenthal, Dr. Henry William 1 1 male 50 133.65

682 Gill, Mr. John William 0 2 male 24 13 90 Pekoniemi, Mr. Edvard 0 3 male 21 7.925 378 Hirvonen, Miss. Hildur E 1 3 female 2 12.2875 87 Barton, Mr. David John 0 3 male 22 8.05 29 Cann, Mr. Ernest Charles 0 3 male 21 8.05 673 Lines, Miss. Mary Conover 1 1 female 16 39.4 20 McGowan, Miss. Anna "Annie" 1 3 female 15 8.0292 76 Doling, Mrs. John T (Ada Julia Bone) 1 2 female 34 23 392 Allison, Mrs. Hudson J C (Bessie Wal 0 1 female 25 151.55 649 Skoog, Master. Karl Thorsten 0 3 male 10 27.9 439 Taussig, Mrs. Emil (Tillie Mandelbau 1 1 female 39 79.65 563 Soholt, Mr. Peter Andreas Lauritz A 0 3 male 19 7.65 654 Mallet, Master. Andre 1 2 male 1 37.0042 432 Davies, Master. John Morgan Jr 1 2 male 8 36.75 598 Carlsson, Mr. August Sigfrid 0 3 male 28 7.7958 477 Andersson, Mrs. Anders Johan (Alfri 0 3 female 39 31.275 209 Asplund, Master. Edvin Rojj Felix 1 3 male 3 31.3875 120 Byles, Rev. Thomas Roussel Davids 0 2 male 42 13 185 Larsson, Mr. Bengt Edvin 0 3 male 29 7.775 486 Nakid, Mr. Sahid 1 3 male 20 15.7417 548 Thayer, Mr. John Borland 0 1 male 49 110.8833 298 Betros, Mr. Tannous 0 3 male 20 4.0125 438 Duff Gordon, Lady. (Lucille Christia 1 1 female 48 39.6 632 Ponesell, Mr. Martin 0 2 male 34 13 278 Odahl, Mr. Nils Martin 0 3 male 23 9.225 602 Nirva, Mr. Iisakki Antino Aijo 0 3 male 41 7.125 116 Nicholls, Mr. Joseph Charles 0 2 male 19 36.75 678 Baclini, Mrs. Solomon (Latifa Qurban 1 3 female 24 19.2583 395 Canavan, Miss. Mary 0 3 female 21 7.75 323 Gale, Mr. Shadrach 0 2 male 34 21 237 Allison, Miss. Helen Loraine 0 1 female 2 151.55 92 Turpin, Mr. William John Robert 0 2 male 29 21 127 Corn, Mr. Harry 0 3 male 30 8.05 691 Abelson, Mrs. Samuel (Hannah Wizo 1 2 female 28 24 481 Lobb, Mrs. William Arthur (Cordelia K 0 3 female 26 16.1 677 Daly, Mr. Peter Denis 1 1 male 51 26.55 684 Duran y More, Miss. Asuncion 1 2 female 27 13.8583 197 Lindahl, Miss. Agda Thorilda Viktoria 0 3 female 25 7.775 394 Calic, Mr. Petar 0 3 male 17 8.6625 536 Brown, Mr. Thomas William Solomo 0 2 male 60 39 452 Garside, Miss. Ethel 1 2 female 34 13 172 Honkanen, Miss. Eliina 1 3 female 27 7.925 211 Reeves, Mr. David 0 2 male 36 10.5 604 Carter, Mrs. William Ernest (Lucile Po 1 1 female 36 120 634 Carter, Master. William Thornton II 1 1 male 11 120

372 West, Mrs. Edwy Arthur (Ada Mary 1 2 female 33 27.75 411 Vovk, Mr. Janko 0 3 male 22 7.8958 2 Cumings, Mrs. John Bradley (Florenc 1 1 female 38 71.2833 140 Smith, Mr. James Clinch 0 1 male 56 30.6958 698 Dahlberg, Miss. Gerda Ulrika 0 3 female 22 10.5167 612 Hocking, Mrs. Elizabeth (Eliza Needs 1 2 female 54 23 675 Aks, Mrs. Sam (Leah Rosen) 1 3 female 18 9.35 272 Sedgwick, Mr. Charles Frederick Wa 0 2 male 25 13 51 Andersson, Miss. Erna Alexandra 1 3 female 17 7.925 242 Francatelli, Miss. Laura Mabel 1 1 female 30 56.9292 363 Toomey, Miss. Ellen 1 2 female 50 10.5 695 Potter, Mrs. Thomas Jr (Lily Alexenia 1 1 female 56 83.1583 557 Calderhead, Mr. Edward Pennington 1 1 male 42 26.2875 687 Balkic, Mr. Cerin 0 3 male 26 7.8958 188 Leyson, Mr. Robert William Norman 0 2 male 24 10.5 495 Stahelin-Maeglin, Dr. Max 1 1 male 32 30.5 589 Sinkkonen, Miss. Anna 1 2 female 30 13 82 Mionoff, Mr. Stoytcho 0 3 male 28 7.8958 551 Silverthorne, Mr. Spencer Victor 1 1 male 35 26.2875 368 Goncalves, Mr. Manuel Estanslas 0 3 male 38 7.05 240 Penasco y Castellana, Mrs. Victor de 1 1 female 17 108.9 647 Mallet, Mr. Albert 0 2 male 31 37.0042 636 Hedman, Mr. Oskar Arvid 1 3 male 27 6.975 45 Goodwin, Master. William Frederick 0 3 male 11 46.9 599 Bailey, Mr. Percy Andrew 0 2 male 18 11.5 341 Louch, Mrs. Charles Alexander (Alice 1 2 female 42 26 212 Panula, Mr. Ernesti Arvid 0 3 male 16 39.6875 220 Rice, Master. Eric 0 3 male 7 29.125 507 Simonius-Blumer, Col. Oberst Alfons 1 1 male 56 35.5 493 Barkworth, Mr. Algernon Henry Wils 1 1 male 80 30 694 Petroff, Mr. Nedelio 0 3 male 19 7.8958 318 Niskanen, Mr. Juha 1 3 male 39 7.925 651 Lulic, Mr. Nikola 1 3 male 27 8.6625 608 Gronnestad, Mr. Daniel Danielsen 0 3 male 32 8.3625 463 Rintamaki, Mr. Matti 0 3 male 35 7.125 526 Mitchell, Mr. Henry Michael 0 2 male 70 10.5 62 Sheerlinck, Mr. Jan Baptist 1 3 male 29 9.5 595 Jonkoff, Mr. Lalio 0 3 male 23 7.8958 679 Hansen, Mr. Claus Peter 0 3 male 41 14.1083 586 Stranden, Mr. Juho 1 3 male 31 7.925 537 Laroche, Mr. Joseph Philippe Lemerc 0 2 male 25 41.5792 204 Rosblom, Mrs. Viktor (Helena Wilhe 0 3 female 41 20.2125 183 Fahlstrom, Mr. Arne Jonas 0 2 male 18 13 43 Novel, Mr. Mansouer 0 3 male 28 7.2292 667 Abbing, Mr. Anthony 0 3 male 42 7.55

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94 Andersson, Miss. Ellis Anna Maria 0 3 female 2 31.275 364 Anderson, Mr. Harry 1 1 male 48 26.55 84 Rekic, Mr. Tido 0 3 male 38 7.8958 559 Mayne, Mlle. Berthe Antonine ("Mrs 1 1 female 24 49.5042 575 Ilmakangas, Miss. Pieta Sofia 0 3 female 25 7.925 699 Banfield, Mr. Frederick James 0 2 male 28 10.5 66 Ford, Mr. William Neal 0 3 male 16 34.375 267 Dahl, Mr. Karl Edwart 1 3 male 45 8.05 313 Johansson, Mr. Erik 0 3 male 22 7.7958 596 Herman, Mrs. Samuel (Jane Laver) 1 2 female 48 65 657 Augustsson, Mr. Albert 0 3 male 23 7.8542 473 Karaic, Mr. Milan 0 3 male 30 7.8958 488 Bowen, Mr. David John "Dai" 0 3 male 21 16.1 421 Butt, Major. Archibald Willingham 0 1 male 45 26.55 550 Astor, Mrs. John Jacob (Madeleine 1 1 female 18 227.525 190 Collyer, Miss. Marjorie "Lottie" 1 2 female 8 26.25 108 Newsom, Miss. Helen Monypeny 1 1 female 19 26.2833 138 Johnson, Miss. Eleanor Ileen 1 3 female 1 11.1333 610 Jensen, Mr. Niels Peder 0 3 male 48 7.8542 437 Wright, Mr. George 0 1 male 62 26.55 202 Stead, Mr. William Thomas 0 1 male 62 26.55 499 Collyer, Mr. Harvey 0 2 male 31 26.25 580 Williams, Mr. Leslie 0 3 male 28 16.1 13 Andersson, Mr. Anders Johan 0 3 male 39 31.275 46 Sirayanian, Mr. Orsen 0 3 male 22 7.2292 49 Nye, Mrs. (Elizabeth Ramell) 1 2 female 29 10.5 156 Olsen, Mr. Karl Siegwart Andreas 0 3 male 42 8.4042 338 Phillips, Miss. Kate Florence ("Mrs Ka 1 2 female 19 26 326 Birkeland, Mr. Hans Martin Monsen 0 3 male 21 7.775 591 Connaghton, Mr. Michael 0 3 male 31 7.75 99 Nicola-Yarred, Master. Elias 1 3 male 12 11.2417 291 Harder, Mr. George Achilles 1 1 male 25 55.4417 671 Svensson, Mr. Johan 0 3 male 74 7.775 362 Millet, Mr. Francis Davis 0 1 male 65 26.55 159 Johanson, Mr. Jakob Alfred 0 3 male 34 6.4958 100 Madsen, Mr. Fridtjof Arne 1 3 male 24 7.1417 42 Rugg, Miss. Emily 1 2 female 21 10.5 166 Blank, Mr. Henry 1 1 male 40 31 201 Strom, Mrs. Wilhelm (Elna Matilda P 0 3 female 29 10.4625 415 Salonen, Mr. Johan Werner 0 3 male 39 7.925 578 Berriman, Mr. William John 0 2 male 23 13 174 Bazzani, Miss. Albina 1 1 female 32 76.2917 611 Mack, Mrs. (Mary) 0 2 female 57 10.5 282 Bowerman, Miss. Elsie Edith 1 1 female 22 55 558 Cleaver, Miss. Alice 1 1 female 22 151.55

375 Renouf, Mr. Peter Henry 0 2 male 34 21 103 Coelho, Mr. Domingos Fernandeo 0 3 male 20 7.05 619 Ali, Mr. William 0 3 male 25 7.05 450 Rush, Mr. Alfred George John 0 3 male 16 8.05 333 Charters, Mr. David 0 3 male 21 7.7333 397 Maioni, Miss. Roberta 1 1 female 16 86.5 371 Cacic, Mr. Luka 0 3 male 38 8.6625 562 Greenberg, Mr. Samuel 0 2 male 52 13 39 Harper, Mrs. Henry Sleeper (Myna H 1 1 female 49 76.7292 656 Richards, Master. George Sibley 1 2 male 1 18.75 69 Christmann, Mr. Emil 0 3 male 29 8.05 147 Romaine, Mr. Charles Hallace ("Mr 1 1 male 45 26.55 540 Fischer, Mr. Eberhard Thelander 0 3 male 18 7.7958 91 Connors, Mr. Patrick 0 3 male 70 7.75 261 Hippach, Miss. Jean Gertrude 1 1 female 16 57.9792 146 Kink-Heilmann, Miss. Luise Gretchen 1 3 female 4 22.025 198 Hamalainen, Mrs. William (Anna) 1 2 female 24 14.5 467 Van Impe, Mr. Jean Baptiste 0 3 male 36 24.15 379 Goodwin, Master. Harold Victor 0 3 male 9 46.9 342 Kallio, Mr. Nikolai Erland 0 3 male 17 7.125 229 Hosono, Mr. Masabumi 1 2 male 42 13 666 Culumovic, Mr. Jeso 0 3 male 17 8.6625 15 Hewlett, Mrs. (Mary D Kingcome) 1 2 female 55 16 260 Goldsmith, Mrs. Frank John (Emily A 1 3 female 31 20.525 541 Madill, Miss. Georgette Alexandra 1 1 female 15 211.3375 455 Christy, Miss. Julie Rachel 1 2 female 25 30 50 Crease, Mr. Ernest James 0 3 male 19 8.1583 398 Penasco y Castellana, Mr. Victor de 0 1 male 18 108.9 74 Goldschmidt, Mr. George B 0 1 male 71 34.6542 476 Shutes, Miss. Elizabeth W 1 1 female 40 153.4625 290 Aubart, Mme. Leontine Pauline 1 1 female 24 69.3 224 de Pelsmaeker, Mr. Alfons 0 3 male 16 9.5 214 Graham, Mrs. William Thompson (Ed 1 1 female 58 153.4625 200 Carter, Rev. Ernest Courtenay 0 2 male 54 26 249 Kantor, Mrs. Sinai (Miriam Sternin) 1 2 female 24 26 41 Ostby, Mr. Engelhart Cornelius 0 1 male 65 61.9792 573 Renouf, Mrs. Peter Henry (Lillian Jeff 1 2 female 30 21 54 Goodwin, Miss. Lillian Amy 0 3 female 16 46.9 462 Gilinski, Mr. Eliezer 0 3 male 22 8.05 75 Greenfield, Mr. William Bertram 1 1 male 23 63.3583 250 Moraweck, Dr. Ernest 0 2 male 54 14 620 Harmer, Mr. Abraham (David Lishin) 0 3 male 25 7.25 658 Allum, Mr. Owen George 0 3 male 18 8.3 353 Dodge, Master. Washington 1 1 male 4 81.8583 503 Skoog, Miss. Margit Elizabeth 0 3 female 2 27.9

365 Morley, Mr. William 0 3 male 34 8.05 65 Backstrom, Mrs. Karl Alfred (Maria 1 3 female 33 15.85 543 Karun, Miss. Manca 1 3 female 4 13.4167 523 Cook, Mr. Jacob 0 3 male 43 8.05 206 Cherry, Miss. Gladys 1 1 female 30 86.5 28 Holverson, Mr. Alexander Oskar 0 1 male 42 52 320 Jussila, Miss. Mari Aina 0 3 female 21 9.825 121 Bateman, Rev. Robert James 0 2 male 51 12.525 350 Hampe, Mr. Leon 0 3 male 20 9.5 414 Ridsdale, Miss. Lucy 1 2 female 50 10.5 196 Minahan, Dr. William Edward 0 1 male 44 90 239 Allison, Master. Hudson Trevor 1 1 male 1 151.55 601 Rothes, the Countess. of (Lucy Noel 1 1 female 33 86.5 182 Lovell, Mr. John Hall ("Henry") 0 3 male 20 7.25 406 Walker, Mr. William Anderson 0 1 male 47 34.0208 130 Bengtsson, Mr. John Viktor 0 3 male 26 7.775 126 Gilnagh, Miss. Katherine "Katie" 1 3 female 16 7.7333 533 Hassab, Mr. Hammad 1 1 male 27 76.7292 59 Caldwell, Master. Alden Gates 1 2 male 1 29 330 Silven, Miss. Lyyli Karoliina 1 2 female 18 13 30 Vander Planke, Miss. Augusta Maria 0 3 female 18 18 614 Emanuel, Miss. Virginia Ethel 1 3 female 5 12.475 370 Baclini, Miss. Helene Barbara 1 3 female 1 19.2583 176 Sunderland, Mr. Victor Francis 1 3 male 16 8.05 630 Ibrahim Shawah, Mr. Yousseff 0 3 male 30 7.2292 165 Carr, Miss. Helen "Ellen" 1 3 female 16 7.75 468 Duff Gordon, Sir. Cosmo Edmund (" 1 1 male 49 56.9292 639 Meyer, Mr. August 0 2 male 39 13 3 Heikkinen, Miss. Laina 1 3 female 26 7.925 424 Crosby, Miss. Harriet R 1 1 female 36 71 382 Bishop, Mr. Dickinson H 1 1 male 25 91.0792 64 Ilett, Miss. Bertha 1 2 female 17 10.5 683 Bystrom, Mrs. (Karolina) 1 2 female 42 13 258 Nysveen, Mr. Johan Hansen 0 3 male 61 6.2375 690 Vander Cruyssen, Mr. Victor 0 3 male 47 9 106 Sobey, Mr. Samuel James Hayden 0 2 male 25 13 385 Somerton, Mr. Francis William 0 3 male 30 8.05 136 Van der hoef, Mr. Wyckoff 0 1 male 61 33.5 346 Richards, Mrs. Sidney (Emily Hocking 1 2 female 24 18.75 228 Naidenoff, Mr. Penko 0 3 male 22 7.8958 40 Faunthorpe, Mrs. Lizzie (Elizabeth A 1 2 female 29 26 18 Fynney, Mr. Joseph J 0 2 male 35 26 530 Turja, Miss. Anna Sofia 1 3 female 18 9.8417 157 Yrois, Miss. Henriette ("Mrs Harbeck 0 2 female 24 13 490 Kirkland, Rev. Charles Leonard 0 2 male 57 12.35

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254 Danoff, Mr. Yoto 0 3 male 27 7.8958 402 Daly, Mr. Eugene Patrick 1 3 male 29 7.75 58 Moen, Mr. Sigurd Hansen 0 3 male 25 7.65 515 Newell, Mr. Arthur Webster 0 1 male 58 113.275 97 Webber, Miss. Susan 1 2 female 32 13 531 Goodwin, Mrs. Frederick (Augusta Ty 0 3 female 43 46.9 253 Dennis, Mr. Samuel 0 3 male 22 7.25 356 Baclini, Miss. Marie Catherine 1 3 female 5 19.2583 83 Salkjelsvik, Miss. Anna Kristine 1 3 female 21 7.65 149 Turcin, Mr. Stjepan 0 3 male 36 7.8958 68 Celotti, Mr. Francesco 0 3 male 24 8.05 33 Turpin, Mrs. William John Robert ( 0 2 female 27 21 314 Olsson, Miss. Elina 0 3 female 31 7.8542 628 Leader, Dr. Alice (Farnham) 1 1 female 49 25.9292 230 Connolly, Miss. Kate 1 3 female 22 7.75 430 Beane, Mrs. Edward (Ethel Clarke) 1 2 female 19 26 178 Green, Mr. George Henry 0 3 male 51 8.05 369 Smart, Mr. John Montgomery 0 1 male 56 26.55 213 Persson, Mr. Ernst Ulrik 1 3 male 25 7.775 216 Mellinger, Mrs. (Elizabeth Anne Ma 1 2 female 41 19.5 506 Cor, Mr. Liudevit 0 3 male 19 7.8958 522 Butler, Mr. Reginald Fenton 0 2 male 25 13 645 Tomlin, Mr. Ernest Portage 0 3 male 30 8.05 615 Robert, Mrs. Edward Scott (Elisabet 1 1 female 43 211.3375 273 Fox, Mr. Stanley Hubert 0 2 male 36 13 171 Newell, Miss. Madeleine 1 1 female 31 113.275 653 Panula, Master. Urho Abraham 0 3 male 2 39.6875 7 Palsson, Master. Gosta Leonard 0 3 male 2 21.075 55 Hood, Mr. Ambrose Jr 0 2 male 21 73.5 67 Fortune, Miss. Mabel Helen 1 1 female 23 263 184 Harris, Mrs. Henry Birkhardt (Irene 1 1 female 35 83.475 293 Beavan, Mr. William Thomas 0 3 male 19 8.05 555 Morley, Mr. Henry Samuel ("Mr Hen 0 2 male 39 26 164 Albimona, Mr. Nassef Cassem 1 3 male 26 18.7875 623 Dean, Master. Bertram Vere 1 3 male 1 20.575 269 Navratil, Master. Edmond Roger 1 2 male 2 26 429 Nicholson, Mr. Arthur Ernest 0 1 male 64 26 422 LeRoy, Miss. Bertha 1 1 female 30 106.425 625 Gaskell, Mr. Alfred 0 2 male 16 26 280 Arnold-Franchi, Mr. Josef 0 3 male 25 17.8 633 Collyer, Mrs. Harvey (Charlotte Anni 1 2 female 31 26.25 207 Ward, Miss. Anna 1 1 female 35 512.3292 553 Gallagher, Mr. Martin 0 3 male 25 7.7417 483 Gavey, Mr. Lawrence 0 2 male 26 10.5 465 Elsbury, Mr. William James 0 3 male 47 7.25

440 de Messemaeker, Mrs. Guillaume J 1 3 female 36 17.4 53 Jenkin, Mr. Stephen Curnow 0 2 male 32 10.5 309 Jansson, Mr. Carl Olof 1 3 male 21 7.7958 538 Panula, Mr. Jaako Arnold 0 3 male 14 39.6875 255 Slayter, Miss. Hilda Mary 1 2 female 30 12.35 38 Nosworthy, Mr. Richard Cater 0 3 male 21 7.8 279 Elias, Mr. Tannous 0 3 male 15 7.2292 89 Attalah, Miss. Malake 0 3 female 17 14.4583 644 Andersson, Miss. Ebba Iris Alfrida 0 3 female 6 31.275 124 van Billiard, Mr. Austin Blyler 0 3 male 40 14.5 512 Hickman, Mr. Leonard Mark 0 2 male 24 73.5 479 Herman, Miss. Alice 1 2 female 24 65 466 Chapman, Mr. John Henry 0 2 male 37 26 412 Hippach, Mrs. Louis Albert (Ida Soph 1 1 female 44 57.9792 153 Navratil, Master. Michel M 1 2 male 3 26 387 Windelov, Mr. Einar 0 3 male 21 7.25 194 Maenpaa, Mr. Matti Alexanteri 0 3 male 22 7.125 431 Goldsmith, Mr. Frank John 0 3 male 33 20.525 478 Brocklebank, Mr. William Alfred 0 3 male 35 8.05 566 Johnson, Mr. Malkolm Joackim 0 3 male 33 7.775 427 Beane, Mr. Edward 1 2 male 32 26 203 Lobb, Mr. William Arthur 0 3 male 30 16.1 292 Wiklund, Mr. Jakob Alfred 0 3 male 18 6.4958 143 Hale, Mr. Reginald 0 2 male 30 13 419 Cacic, Miss. Marija 0 3 female 30 8.6625 532 Cardeza, Mr. Thomas Drake Martine 1 1 male 36 512.3292 451 Patchett, Mr. George 0 3 male 19 14.5 498 Leinonen, Mr. Antti Gustaf 0 3 male 32 7.925 297 Widener, Mr. Harry Elkins 0 1 male 27 211.5 579 Troupiansky, Mr. Moses Aaron 0 2 male 23 13 456 Thayer, Mrs. John Borland (Marian L 1 1 female 39 110.8833 283 Funk, Miss. Annie Clemmer 0 2 female 38 13 403 McGough, Mr. James Robert 1 1 male 36 26.2875 700 Sutehall, Mr. Henry Jr 0 3 male 25 7.05 112 Nysten, Miss. Anna Sofia 1 3 female 22 7.75 277 Dimic, Mr. Jovan 0 3 male 42 8.6625 390 Stanley, Mr. Edward Roland 0 3 male 21 8.05 177 Bracken, Mr. James H 0 2 male 27 13 459 Taussig, Miss. Ruth 1 1 female 18 79.65 564 Endres, Miss. Caroline Louise 1 1 female 38 227.525 86 Zabour, Miss. Hileni 0 3 female 14 14.4542 674 Carter, Mrs. Ernest Courtenay (Lilia 0 2 female 44 26 561 Larsson, Mr. August Viktor 0 3 male 29 9.4833 464 Stephenson, Mrs. Walter Bertram (M 1 1 female 52 78.2667 417 Quick, Miss. Phyllis May 1 2 female 2 26

246 Hendekovic, Mr. Ignjac 0 3 male 28 7.8958 571 Chambers, Mr. Norman Campbell 1 1 male 27 53.1 129 Watt, Mrs. James (Elizabeth "Bessie" 1 2 female 40 15.75 373 Jerwan, Mrs. Amin S (Marie Marthe 1 2 female 23 13.7917 337 Clarke, Mrs. Charles V (Ada Maria W 1 2 female 28 26 545 Weir, Col. John 0 1 male 60 26.55 351 Petterson, Mr. Johan Emil 0 3 male 25 7.775 635 Thomas, Master. Assad Alexander 1 3 male 1 8.5167 648 Holm, Mr. John Fredrik Alexander 0 3 male 43 6.45 205 Touma, Mrs. Darwis (Hanne Youssef 1 3 female 29 15.2458 577 Hassan, Mr. Houssein G N 0 3 male 11 18.7875 460 Jarvis, Mr. John Denzil 0 2 male 47 15 310 Gustafsson, Mr. Johan Birger 0 3 male 28 7.925 689 Carlsson, Mr. Frans Olof 0 1 male 33 5 433 Thayer, Mr. John Borland Jr 1 1 male 17 110.8833 73 Coxon, Mr. Daniel 0 3 male 59 7.25 340 Bjornstrom-Steffansson, Mr. Maurit 1 1 male 28 26.55 393 Svensson, Mr. Olof 0 3 male 24 7.7958 329 Drew, Mrs. James Vivian (Lulu Thorn 1 2 female 34 32.5 367 Milling, Mr. Jacob Christian 0 2 male 48 13 603 Barah, Mr. Hanna Assi 1 3 male 20 7.2292 435 Leeni, Mr. Fahim ("Philip Zenni") 1 3 male 22 7.225 186 Sjostedt, Mr. Ernst Adolf 0 2 male 59 13.5 217 Natsch, Mr. Charles H 0 1 male 37 29.7 316 Pain, Dr. Alfred 0 2 male 23 10.5 245 Lahtinen, Mrs. William (Anna Sylfven 0 2 female 26 26 693 Gustafsson, Mr. Alfred Ossian 0 3 male 20 9.8458 366 Gee, Mr. Arthur H 0 1 male 47 38.5 665 Lemberopolous, Mr. Peter L 0 3 male 34 6.4375 582 Lesurer, Mr. Gustave J 1 1 male 35 512.3292 504 Baclini, Miss. Eugenie 1 3 female 1 19.2583 513 Bourke, Mrs. John (Catherine) 0 3 female 32 15.5 528 Edvardsson, Mr. Gustaf Hjalmar 0 3 male 18 7.775 234 Haas, Miss. Aloisia 0 3 female 24 8.85 593 Moor, Master. Meier 1 3 male 6 12.475 643 Slemen, Mr. Richard James 0 2 male 35 10.5 243 Hays, Miss. Margaret Bechstein 1 1 female 24 83.1583 587 Crosby, Capt. Edward Gifford 0 1 male 70 71 458 Ross, Mr. John Hugo 0 1 male 36 40.125 497 Davis, Miss. Mary 1 2 female 28 13 325 Richards, Master. William Rowe 1 2 male 3 18.75 425 Andersson, Miss. Ingeborg Constanz 0 3 female 9 31.275 681 Swift, Mrs. Frederick Joel (Margaret 1 1 female 48 25.9292 401 Lang, Mr. Fang 1 3 male 26 56.4958 646 Heininen, Miss. Wendla Maria 0 3 female 23 7.925

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317 Trout, Mrs. William H (Jessie L) 1 2 female 28 12.65 248 Nilsson, Miss. Helmina Josefina 1 3 female 26 7.8542 627 Otter, Mr. Richard 0 2 male 39 13 122 Pears, Mrs. Thomas (Edith Wearne) 1 1 female 22 66.6 501 Jensen, Mr. Hans Peder 0 3 male 20 7.8542 518 Colley, Mr. Edward Pomeroy 0 1 male 47 25.5875 179 Hoyt, Mr. Frederick Maxfield 1 1 male 38 90 355 Seward, Mr. Frederic Kimber 1 1 male 34 26.55 505 Harper, Mr. Henry Sleeper 1 1 male 48 76.7292 238 Baxter, Mrs. James (Helene DeLaude 1 1 female 50 247.5208 125 Williams, Mr. Charles Duane 0 1 male 51 61.3792 319 Adams, Mr. John 0 3 male 26 8.05 585 McNamee, Mr. Neal 0 3 male 24 16.1 569 Gillespie, Mr. William Henry 0 2 male 34 13 256 Caldwell, Mrs. Albert Francis (Sylvi 1 2 female 22 29 613 Myhrman, Mr. Pehr Fabian Oliver M 0 3 male 18 7.75 300 Bidois, Miss. Rosalie 1 1 female 42 227.525 480 Danbom, Mr. Ernst Gilbert 0 3 male 34 14.4 137 Rice, Master. Arthur 0 3 male 4 29.125 35 Devaney, Miss. Margaret Delia 1 3 female 19 7.8792 621 Sjoblom, Miss. Anna Sofia 1 3 female 18 7.4958 546 Chapman, Mr. Charles Henry 0 2 male 52 13.5 606 Hogeboom, Mrs. John C (Anna Andr 1 1 female 51 77.9583 524 Brown, Mrs. Thomas William Solomo 1 2 female 40 39 554 Hansen, Mr. Henrik Juul 0 3 male 26 7.8542 57 Bing, Mr. Lee 1 3 male 32 56.4958 259 Ball, Mrs. (Ada E Hall) 1 2 female 36 13 167 Ali, Mr. Ahmed 0 3 male 24 7.05 191 Pengelly, Mr. Frederick William 0 2 male 19 10.5 547 Kelly, Mr. James 0 3 male 44 8.05 407 Lemore, Mrs. (Amelia Milley) 1 2 female 34 10.5 453 Silvey, Mrs. William Baird (Alice Mu 1 1 female 39 55.9 383 Hoyt, Mrs. Frederick Maxfield (Jane 1 1 female 35 90 85 Porter, Mr. Walter Chamberlain 0 1 male 47 52 358 West, Mr. Edwy Arthur 0 2 male 36 27.75 618 Long, Mr. Milton Clyde 0 1 male 29 30 652 Moor, Mrs. (Beila) 1 3 female 27 12.475 475 Laroche, Mrs. Joseph (Juliette Marie 1 2 female 22 41.5792 484 Yasbeck, Mr. Antoni 0 3 male 27 14.4542 128 Cribb, Mr. John Hatfield 0 3 male 44 16.1 93 Baxter, Mr. Quigg Edmond 0 1 male 24 247.5208 32 Ahlin, Mrs. Johan (Johanna Persdotte 0 3 female 40 9.475 303 Holverson, Mrs. Alexander Oskar (M 1 1 female 35 52 444 Stoytcheff, Mr. Ilia 0 3 male 19 7.8958 568 Jensen, Mr. Svend Lauritz 0 3 male 17 7.0542

360 Goldenberg, Mr. Samuel L 1 1 male 49 89.1042 151 Carbines, Mr. William 0 2 male 19 13 109 Futrelle, Mr. Jacques Heath 0 1 male 37 53.1 487 Hansen, Mr. Henry Damsgaard 0 3 male 21 7.8542 565 Troutt, Miss. Edwina Celia "Winnie" 1 2 female 27 10.5 609 Lievens, Mr. Rene Aime 0 3 male 24 9.5 389 Artagaveytia, Mr. Ramon 0 1 male 71 49.5042 588 Abbott, Mr. Rossmore Edward 0 3 male 16 20.25 664 Serepeca, Miss. Augusta 1 1 female 30 31 581 Ford, Mrs. Edward (Margaret Ann W 0 3 female 48 34.375 594 Vande Velde, Mr. Johannes Joseph 0 3 male 33 9.5 215 Bissette, Miss. Amelia 1 1 female 35 135.6333 357 Peuchen, Major. Arthur Godfrey 1 1 male 52 30.5 445 Palsson, Mrs. Nils (Alma Cornelia Be 0 3 female 29 21.075 11 Bonnell, Miss. Elizabeth 1 1 female 58 26.55 449 Flynn, Mr. John Irwin ("Irving") 1 1 male 36 26.3875 170 Givard, Mr. Hans Kristensen 0 2 male 30 13 669 Harper, Rev. John 0 2 male 28 33 354 Mellinger, Miss. Madeleine Violet 1 2 female 13 19.5 583 Cavendish, Mr. Tyrell William 0 1 male 36 78.85 544 Saad, Mr. Khalil 0 3 male 25 7.225 418 Elias, Mr. Joseph Jr 0 3 male 17 7.2292 117 Andersson, Mr. August Edvard ("We 1 3 male 27 7.7958 376 Braund, Mr. Lewis Richard 0 3 male 29 7.0458 485 Kimball, Mr. Edwin Nelson Jr 1 1 male 42 52.5542 624 Guggenheim, Mr. Benjamin 0 1 male 46 79.2 470 Torber, Mr. Ernst William 0 3 male 44 8.05 193 Coleridge, Mr. Reginald Charles 0 2 male 29 10.5 520 Lindqvist, Mr. Eino William 1 3 male 20 7.925 111 Giglio, Mr. Victor 0 1 male 24 79.2 115 Andrew, Mr. Edgardo Samuel 0 2 male 18 11.5 560 Taylor, Mr. Elmer Zebley 1 1 male 48 52 324 Widegren, Mr. Carl/Charles Peter 0 3 male 51 7.75 257 Young, Miss. Marie Grice 1 1 female 36 135.6333 114 Burke, Mr. Jeremiah 0 3 male 19 6.75 162 Strom, Miss. Telma Matilda 0 3 female 2 10.4625 275 Smith, Miss. Marion Elsie 1 2 female 40 13 173 Jacobsohn, Mr. Sidney Samuel 0 2 male 42 27 409 Pavlovic, Mr. Stefo 0 3 male 32 7.8958 549 Humblen, Mr. Adolf Mathias Nicolai 0 3 male 42 7.65 276 Coutts, Master. William Loch "Willi 1 3 male 3 15.9 26 Wheadon, Mr. Edward H 0 2 male 66 10.5 4 Futrelle, Mrs. Jacques Heath (Lily Ma 1 1 female 35 53.1 189 Hold, Mr. Stephen 0 2 male 44 26 221 Abbott, Mrs. Stanton (Rosa Hunt) 1 3 female 35 20.25

96 Nasser, Mr. Nicholas 0 2 male 32 30.0708 307 Lehmann, Miss. Bertha 1 2 female 17 12 131 Calic, Mr. Jovo 0 3 male 17 8.6625 616 Ayoub, Miss. Banoura 1 3 female 13 7.2292 617 Dick, Mrs. Albert Adrian (Vera Gilles 1 1 female 17 57 27 Meyer, Mr. Edgar Joseph 0 1 male 28 82.1708 227 de Mulder, Mr. Theodore 1 3 male 30 9.5 274 Brown, Miss. Amelia "Mildred" 1 2 female 24 13 631 Van Impe, Mrs. Jean Baptiste (Rosali 0 3 female 30 24.15 119 Navratil, Mr. Michel ("Louis M Hoff 0 2 male 36 26 262 Partner, Mr. Austen 0 1 male 45 28.5 572 Oreskovic, Mr. Luka 0 3 male 20 8.6625 226 Stankovic, Mr. Ivan 0 3 male 33 8.6625 289 Warren, Mrs. Frank Manley (Anna So 1 1 female 60 75.25 441 Sivic, Mr. Husein 0 3 male 40 7.8958 510 Kalvik, Mr. Johannes Halvorsen 0 3 male 21 8.4333 302 Tikkanen, Mr. Juho 0 3 male 32 7.925 285 del Carlo, Mr. Sebastiano 0 2 male 29 27.7208 517 Badt, Mr. Mohamed 0 3 male 40 7.225 685 Roebling, Mr. Washington Augustus 0 1 male 31 50.4958 676 Wick, Mrs. George Dennick (Mary Hi 1 1 female 45 164.8667 436 Ohman, Miss. Velin 1 3 female 22 7.775 63 Carrau, Mr. Francisco M 0 1 male 28 47.1 576 Allen, Miss. Elisabeth Walton 1 1 female 29 211.3375 135 Ling, Mr. Lee 0 3 male 28 56.4958 181 Mellors, Mr. William John 1 2 male 19 10.5

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recordShuffler Define/Collect Raw Data 0.98687558784301 Variable Definition 0.10487143306657 Variable Definition Key 0.37943981537422 Survived Survival 0 = No, 1 = Yes 0.69317953455903 Pclass Ticket class 1 = 1st, 2 = 2nd, 3 = 3rd 0.79002807356893 Gender Sex male, female 0.6147944949782 Age Age in years 0.77828960393385 Fare Passenger fare 0.4692908842255 Variable Notes 0.34887580026409 Variable Notes 0.2811095266221 pclass 0.73374504394301 0.76295009292219 0.26702360119265 0.27461111739774 0.32841933489089 0.28046892514296 0.00026400216808 0.7737861554464 0.86091501538365 0.18448495885765 0.00448033859335 0.25235673931727 0.80934217633374 0.96896962827566 0.33907372655952 0.92635076634828 0.71403606174487 0.35752475282357 0.02973243184036 0.93828555500962 0.20648805252037 0.70291914625764 0.05693094475238 0.21511404856099 0.13330601520459 0.51416960770794 0.59373810493764 0.63888313934104 0.22729325109373 0.534332733999 0.13406412854288 0.45772960256069 0.68580981002175 0.26563954236821 <-- Sort 1st = Upper 2nd = Middle

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0.11448514216497 0.43008924888056 0.07871598345329 0.99518908264835 0.30121241791483 0.4191627915712 0.58847965010787 0.0729864356706 0.07834474464149 0.19653225408513 0.89769270929017 0.20847885750095 0.12960650607613 0.95571666585615 0.88360083416264 0.37058211222981 0.10828499146798 0.32795818042288 0.73585882765031 0.23002342890885 0.65127340744318 0.41965109280206 0.34345553906601 0.14951649242742 0.64007033132636 0.2542949501146 0.57346223481141 0.46983019058785 0.80019007908945 0.41591234824345 0.37911071067344 0.68710310553952 0.59803007732496 0.46511494763486 0.82443052690982 0.09439537567066 0.35603978321901 0.38399437912819 0.20831747861819 0.9569703018763 0.17753595265213 0.30655171026345 0.20717400417815 0.74844719120444 0.96984413362969

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0.70963302990083 0.04264664587177 0.32039629917606 0.53141888129201 0.48200031616364 0.09445301656689 0.97802198993811 0.77947191486504 0.8751188234621 0.54700351205184 0.3796170784279 0.17754201029008 0.31342771564067 0.91947939294079 0.38964501361831 0.09455251785689 0.39311222815563 0.26812660243133 0.5847939984542 0.64114171174441 0.93742044522333 0.79730594064245 0.61435415415015 0.84517206617534 0.0030336643298 0.32460831134243 0.33541416451557 0.35324756648257 0.26077683955469 0.40859010058826 0.96182759988138 0.4097611864973 0.63191370712731 0.04785431289041 0.11051161941977 0.68192210315015 0.3834178604302 0.72042537882168 0.17894825710555 0.20931079147257 0.40729265421433 0.77438208360792 0.06928289531361 0.6257394906826 0.39361188645314

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0.75650317348213 0.08308206966533 0.18787123879622 0.14761415778724 0.54839636650813 0.89099703442285 0.32942531386067 0.70218244556502 0.10037535748961 0.83733780678518 0.36772924282433 0.46271651161156 0.65547245975495 0.16498179916231 0.47112808147684 0.80694468400351 0.75152408121496 0.83442186916513 0.41093451940824 0.17970326401691 0.51258126560437 0.85837815541568 0.79348909151983 0.31029437191106 0.9682659649343 0.78510229804643

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1. Paste randomized 150 dataset below Survived Pclass Gender Age Fare 2. Pivot Table 0 3 male 9 46.9 Insert pivot table in this cel 1 1 female 38 71.2833 1 2 male 1 37.0042 0 1 male 40 27.7208 0 3 male 21 8.05 0 2 male 60 39 1 3 female 22 7.75 1 1 female 30 56.9292 1 1 male 27 30.5 0 2 male 25 41.5792 1 3 female 22 7.775 1 1 female 39 55.9 0 3 female 31 18 0 3 male 30 8.05 1 2 female 50 10.5 0 2 male 31 26.25 0 3 male 21 7.925 0 3 male 28 22.525 3. Visualize 0 3 male 16 20.25 Insert pivot table in this cel 0 2 male 21 73.5 0 3 male 37 7.925 1 3 female 2 12.2875 1 2 male 1 14.5 0 3 male 50 8.05 0 3 female 8 21.075 0 3 male 24 9.5 0 1 male 61 33.5 1 2 female 33 27.75 0 3 male 47 9 0 3 female 41 20.2125 0 2 male 30 13 0 2 male 35 26 4. Descriptive S 1 3 female 24 19.2583 Insert pivot table in this cel 0 3 male 21 7.8542 1 2 female 25 26 0 3 male 55 8.05 1 1 male 60 79.2 1 2 male 62 10.5 0 3 female 45 27.9 1 3 male 30 9.5 1 3 female 21 7.65 1 3 male 9 15.9

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0 3 male 16 8.05 0 2 male 24 10.5 0 3 male 28 7.2292 1 1 female 18 227.525 0 3 female 30 7.75 1 2 male 3 18.75 1 2 male 2 26 1 2 female 34 10.5 0 3 male 16 34.375 1 3 male 27 8.6625 0 1 male 65 26.55 0 2 male 34 13 1 1 female 18 262.375 1 1 female 15 211.3375 1 3 female 18 9.8417 1 1 female 56 83.1583 1 1 female 35 53.1 0 3 male 28 56.4958 1 1 female 53 51.4792 0 3 male 22 7.25 1 1 female 54 59.4 0 3 female 18 7.775 1 1 female 39 110.8833 0 3 male 33 8.6625 0 3 male 19 8.05 1 2 female 42 13 0 2 male 31 37.0042 0 3 male 26 7.8958 1 3 male 3 15.9 0 2 male 24 73.5 0 2 male 43 26.25 1 1 male 48 52 0 3 male 16 7.775 0 2 male 36 10.5 1 3 male 32 8.05 1 3 female 5 19.2583 0 3 male 21 7.25 1 2 female 24 26 1 1 female 30 31 0 2 male 46 26 0 2 male 70 10.5 1 1 male 42 26.2875 0 3 female 43 46.9 0 3 male 36 7.8958 1 2 female 24 14.5

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0 3 male 29 7.0458 1 3 male 18 8.05 1 2 female 40 15.75 0 3 male 26 8.6625 0 3 female 45 14.4542 1 3 male 26 56.4958 1 1 male 11 120 0 3 male 29 9.4833 1 2 female 3 41.5792 0 2 male 34 13 1 1 female 60 75.25 1 2 female 30 12.35 1 2 female 29 26 0 2 male 30 24 0 3 male 7 29.125 1 3 male 44 7.925 1 1 male 31 57 0 2 male 52 13 1 1 female 40 134.5 0 1 male 56 30.6958 0 3 male 19 7.8958 0 3 male 51 7.75 0 3 male 23 9.225 0 3 female 30 24.15 0 2 male 16 10.5 0 2 male 28 10.5 0 3 male 25 7.25 0 1 male 71 34.6542 1 3 female 16 7.7333 1 2 female 25 30 0 2 male 44 26 0 2 female 27 21 0 3 male 20 4.0125 1 2 male 1 39 1 1 female 22 55 1 2 female 17 10.5 1 1 female 33 90 1 1 female 49 76.7292 1 3 male 24 7.1417 0 2 male 28 13.5 0 2 male 35 10.5 0 3 female 31 7.8542 1 1 male 38 90 0 2 male 23 11.5 1 1 male 25 55.4417

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0 1 female 25 151.55 1 3 female 63 9.5875 0 3 male 39 31.275 0 2 male 36 13 1 1 female 23 113.275 1 1 female 35 52 1 1 male 28 26.55 1 3 female 4 22.025 1 1 female 30 106.425 0 3 male 19 8.1583 0 3 female 11 31.275 0 3 male 38 7.05 0 3 male 17 7.2292 0 3 male 22 9.35 1 2 female 14 30.0708 1 2 female 29 26 0 3 male 18 7.8542 1 2 female 50 26

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ll - K3 Count of Survived Survived Gender 0 1 Total Result female 13 46 59 male 67 24 91 Total Result 80 70 150 ll - K21 Statistics ll - K35 Fare Mean 32.527 Standard Error 3.28139460356181 Median 19.2583 Mode 10.5 Standard Deviation 40.1887121172436 Sample Variance 1615.13258164269 Kurtosis 12.4995487938885 Skewness 3.17547388811042 female male Total Result 0 10 20 30 40 50 60 70 80 90 Survive 1

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Range 258.3625 Minimum 4.0125 Maximum 262.375 Sum 4879.05 Count 150

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ed 0

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Paste the data from each CLC member belo Survived Pclass Gender Age Fare

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Group Descriptive Statistics Student Name Mean (Average) Standard Deviation Group Stats Group Conclusion

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Min Max Range

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CLC Team 1 Lyeisha Greer

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