Merge pull request 'shadaev_anton_lab_3' (#129) from shadaev_anton_lab_3 into main
Reviewed-on: http://student.git.athene.tech/Alexey/IIS_2023_1/pulls/129
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shadaev_anton_lab_3/.gitignore
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shadaev_anton_lab_3/README.md
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# IIS_2023_1
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### Задание
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<u>Часть 1.</u> По данным о пассажирах Титаника решите задачу классификации (с помощью дерева решений), в которой по различным характеристикам пассажиров требуется найти у выживших пассажиров два наиболее важных признака из трех рассматриваемых (по варианту). Пример решения задачи можно посмотреть здесь: [1] (стр.188). Скачать данные можно по ссылке: https://www.kaggle.com/datasets/heptapod/titanic
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<u>9 Вариант.</u> Pclass, Cabin,Embarked 10 Name, Cabin,Embarked
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<u>Часть 2.</u> Решите с помощью библиотечной реализации дерева решений задачу из лабораторной работы «Веб-сервис «Дерево решений» по предмету «Методы искусственного интеллекта» на 99% ваших данных. Проверьте работу модели на оставшемся проценте, сделайте вывод
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### Способ запуска лабораторной работы
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Чтобы запустить 1-ю часть лабораторной работы, нужно запустить скрипт `shadaev_anton_lab_3/titanic.py`
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Чтобы запустить 2-ю часть лабораторной работы, нужно запустить скрипт `shadaev_anton_lab_3/stroke_prediction.py`
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### Стек технологий
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* `Python`: v. 3.11
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* `Sklearn` - библиотека, которая поддерживает различные методы регрессии и классификации, включая линейную регрессию, метод k-ближайших соседей, регрессию опорных векторов, деревья принятия решений, ансамбль методов, такие как random forest и градиентный бустинг
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* `Pandas` - библиотека, которая позволяет работать с двумерными и многомерными таблицами, строить сводные таблицы, выделять колонки, использовать фильтры по параметрам, выполнять группировку по параметрам, запускать функции (сложение, нахождение медианы, среднего, минимального, максимального значений), объединять таблицы и многое другое
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### Описание кода
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<u>Часть 1.</u>
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1. Импорт необходимых библиотек и модулей: `pandas` для работы с данными, `train_test_split` из `sklearn.model_selection` для разделения данных на обучающий и тестовый наборы, `DecisionTreeClassifier` из `sklearn.tree` для создания модели классификации, и `LabelEncoder` из `sklearn.preprocessing` для преобразования категориальных данных в числовые, `scikit-learn.org`.
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1. Загрузка данных о пассажирах на "Титанике" из CSV-файла с помощью `pandas`.
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1. Обработка пропущенных значений в столбце 'Embarked', заменяя их на 'S'.
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1. Преобразование категориальных данных в числовые с помощью `LabelEncoder`. Это делается для столбцов 'Pclass', 'Cabin' и 'Embarked'.
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1. Вывод первых 10 записей из обработанного набора данных.
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1. Разделение данных на признаки (X) и целевую переменную (y).
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1. Разделение данных на обучающий и тестовый наборы с помощью функции `train_test_split` из `sklearn.model_selection`. 20% данных выделяются для тестового набора, а остальные 80% - для обучающего.
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1. Создание модели классификации на основе алгоритма решающего дерева с помощью `DecisionTreeClassifier` из `sklearn.tree`.
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1. Обучение модели с использованием обучающего набора данных.
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1. Вычисление и вывод важности признаков для модели. Это делается с помощью атрибута `feature_importances_ `модели.
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<u>Часть 2.</u>
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1. Импорт необходимых библиотек и модулей: `pandas` для работы с данными, `accuracy_score` и `mean_squared_error` из `sklearn.metrics` для вычисления метрик модели, `train_test_split` из `sklearn.model_selection` для разделения данных на обучающий и тестовый наборы, и `DecisionTreeClassifier` из `sklearn.tree` для создания модели классификации.
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1. Загрузка данных о риске инсульта из CSV-файла с помощью `pandas`.
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1. Преобразование категориальных данных в числовые с помощью метода `map`.
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1. Определение признаков и целевой переменной.
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1. Разделение данных на обучающую и тестовую выборки с помощью функции `train_test_split` из `sklearn.model_selection`. 20% данных выделяются для тестового набора, а остальные 80% - для обучающего.
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1. Создание модели классификации на основе алгоритма решающего дерева с помощью `DecisionTreeClassifier` из `sklearn.tree`.
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1. Обучение модели с использованием обучающего набора данных.
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1. Вычисление важности признаков для модели. Это делается с помощью атрибута `feature_importances_` модели.
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1. Вычисление 'Accuracy' модели с использованием функции `accuracy_score` из `sklearn.metrics`.
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1. Вычисление средней квадратичной ошибки с использованием функции `mean_squared_error` из `sklearn.metrics`.
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1. Вывод результатов, включая первые 10 строк данных, важность признаков, точность модели и среднюю квадратичную ошибку.
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### Решение
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<u>Часть 1.</u>
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<u>Часть 2.</u>
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### Вывод
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<u>Часть 1.</u>
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Исходя из выводимых результатов, можно сделать вывод, что:
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* Признак 0: Значение `0.36399999535331234` указывает на то, что признак 0 (в данном случае 'PassengerId') имеет важность 36.4%. Это означает, что признак 'PassengerId' вносит меньший вклад в прогноз, по сравнению с другими признаками.
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* Признак 1: Значение `0.5373525457492807` указывает на то, что признак 1 (в данном случае 'Pclass') имеет важность 53.7%. Это означает, что признак 'Pclass' играет более значимую роль в прогнозе, по сравнению с признаком 'PassengerId'.
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* Признак 2: Значение `0.09864745889740695` указывает на то, что признак 2 (в данном случае 'Cabin') имеет важность 9.9%. Это означает, что признак 'Cabin' вносит наименьший вклад в прогноз, по сравнению с другими признаками.
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<u>Часть 2.</u>
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Исходя из выводимых результатов, можно сделать вывод, что:
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* Значения в массиве `[0.25588112 0.40781287 0.24234788 0.09395812]` соответствуют признакам `hypertension`, `heart_disease`, `ever_married` и `gender` соответственно. Значение `0.40781287` указано для `heart_disease`, что означает, что этот признак является наиболее важным для прогнозирования результата. Признак `hypertension` следует за ним с важностью `0.25588112`, `ever_married` - `0.24234788`, и `gender` - `0.09395812`. Это означает, что `heart_disease` влияет на прогноз больше всего, `hypertension` и `ever_married` влияют на прогноз в средней степени, а `gender` влияет на прогноз меньше всего.
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* Accuracy модели составляет 94%, что означает, что модель правильно классифицировала 94% примеров из тестового набора данных. Это хороший показатель, который указывает на то, что модель хорошо справляется с задачей классификации.
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* Средняя квадратичная ошибка составляет 6.07%, что является достаточно хорошим показателем для модели. Меньшее значение MSE указывает на то, что прогнозы модели в среднем близки к истинным значениям.
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shadaev_anton_lab_3/stroke_prediction.py
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import pandas as pd
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from sklearn.metrics import accuracy_score, mean_squared_error
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from sklearn.model_selection import train_test_split
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from sklearn.tree import DecisionTreeClassifier
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# Загрузка данных
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data = pd.read_csv('stroke_prediction_ds.csv')
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# Приведение данных к цифровому значению
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data['gender'] = data['gender'].map({'Male': 0, 'Female': 1})
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data['ever_married'] = data['ever_married'].map({'No': 0, 'Yes': 1})
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# Определение признаков
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X = data[['hypertension', 'heart_disease', 'ever_married', 'gender']]
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# Целевая переменная
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y = data['stroke']
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# Разделение данных на обучающую и тестовую выборки
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X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
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# Создание модели
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dt_classifier = DecisionTreeClassifier(random_state=42)
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# Обучение модели
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dt_classifier.fit(X_train, y_train)
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# Вычисление важности признаков
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feature_importances = dt_classifier.feature_importances_
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# Вычисление 'Accuracy' модели
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predictions = dt_classifier.predict(X_test)
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accuracy = accuracy_score(y_test, predictions)
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# Вычисление средней квадратичной ошибки
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mse = mean_squared_error(y_test, predictions)
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# Вывод результатов
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print(X.head(10))
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print(f'Важность признаков:" {feature_importances}')
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print(f'Accuracy модели: {round(accuracy * 100)}%')
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print("Средняя квадратичная ошибка: {:.2f}%".format(mse * 100))
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5111
shadaev_anton_lab_3/stroke_prediction_ds.csv
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shadaev_anton_lab_3/stroke_prediction_ds.csv
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shadaev_anton_lab_3/titanic.py
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shadaev_anton_lab_3/titanic.py
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import pandas as pd
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from sklearn.model_selection import train_test_split
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from sklearn.tree import DecisionTreeClassifier
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from sklearn.preprocessing import LabelEncoder
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# Загрузка данных
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titanic_data = pd.read_csv("titanic_ds.csv")
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# Обработка пропущенных значений
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titanic_data['Embarked'].fillna('S', inplace=True)
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encoder = LabelEncoder()
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# Преобразование строковых данных в числовые
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titanic_data['Pclass'] = encoder.fit_transform(titanic_data['Pclass'])
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titanic_data['Cabin'] = encoder.fit_transform(titanic_data['Cabin'])
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titanic_data['Embarked'] = encoder.fit_transform(titanic_data['Embarked'])
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# Вывод первых 10 записей
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print(titanic_data[['PassengerId', 'Pclass', 'Cabin', 'Embarked']].head(10))
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# Разделение данных на признаки и целевую переменную
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X = titanic_data[['Pclass', 'Cabin', 'Embarked']]
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y = titanic_data['Survived']
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# Разделение данных на обучающий и тестовый наборы
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X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=1)
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# Создание модели
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model = DecisionTreeClassifier()
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# Обучение модели
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model.fit(X_train, y_train)
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# Вычисление важности признаков
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importances = model.feature_importances_
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# Вывод важности признаков
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for i, importance in enumerate(importances):
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print(f'Признак {i}: {importance}')
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892
shadaev_anton_lab_3/titanic_ds.csv
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PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
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1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S
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2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C
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3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S
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4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S
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5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S
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6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q
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7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S
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8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S
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9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S
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10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C
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11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S
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12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S
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13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S
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14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S
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||||
15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S
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||||
16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S
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||||
17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q
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||||
18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S
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||||
19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S
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20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C
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21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S
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||||
22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S
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||||
23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q
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||||
24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S
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||||
25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S
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||||
26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S
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||||
27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C
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||||
28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S
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||||
29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q
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||||
30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S
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||||
31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C
|
||||
32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C
|
||||
33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q
|
||||
34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S
|
||||
35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C
|
||||
36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S
|
||||
37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C
|
||||
38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S
|
||||
39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S
|
||||
40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C
|
||||
41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S
|
||||
42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S
|
||||
43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C
|
||||
44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C
|
||||
45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q
|
||||
46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S
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||||
47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q
|
||||
48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q
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49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C
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50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S
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51,0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875,,S
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52,0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8,,S
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53,1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292,D33,C
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54,1,2,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,29,1,0,2926,26,,S
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55,0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792,B30,C
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56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S
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57,1,2,"Rugg, Miss. Emily",female,21,0,0,C.A. 31026,10.5,,S
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58,0,3,"Novel, Mr. Mansouer",male,28.5,0,0,2697,7.2292,,C
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59,1,2,"West, Miss. Constance Mirium",female,5,1,2,C.A. 34651,27.75,,S
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60,0,3,"Goodwin, Master. William Frederick",male,11,5,2,CA 2144,46.9,,S
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61,0,3,"Sirayanian, Mr. Orsen",male,22,0,0,2669,7.2292,,C
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62,1,1,"Icard, Miss. Amelie",female,38,0,0,113572,80,B28,
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63,0,1,"Harris, Mr. Henry Birkhardt",male,45,1,0,36973,83.475,C83,S
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64,0,3,"Skoog, Master. Harald",male,4,3,2,347088,27.9,,S
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65,0,1,"Stewart, Mr. Albert A",male,,0,0,PC 17605,27.7208,,C
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66,1,3,"Moubarek, Master. Gerios",male,,1,1,2661,15.2458,,C
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67,1,2,"Nye, Mrs. (Elizabeth Ramell)",female,29,0,0,C.A. 29395,10.5,F33,S
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68,0,3,"Crease, Mr. Ernest James",male,19,0,0,S.P. 3464,8.1583,,S
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69,1,3,"Andersson, Miss. Erna Alexandra",female,17,4,2,3101281,7.925,,S
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70,0,3,"Kink, Mr. Vincenz",male,26,2,0,315151,8.6625,,S
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71,0,2,"Jenkin, Mr. Stephen Curnow",male,32,0,0,C.A. 33111,10.5,,S
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72,0,3,"Goodwin, Miss. Lillian Amy",female,16,5,2,CA 2144,46.9,,S
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73,0,2,"Hood, Mr. Ambrose Jr",male,21,0,0,S.O.C. 14879,73.5,,S
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74,0,3,"Chronopoulos, Mr. Apostolos",male,26,1,0,2680,14.4542,,C
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75,1,3,"Bing, Mr. Lee",male,32,0,0,1601,56.4958,,S
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76,0,3,"Moen, Mr. Sigurd Hansen",male,25,0,0,348123,7.65,F G73,S
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77,0,3,"Staneff, Mr. Ivan",male,,0,0,349208,7.8958,,S
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78,0,3,"Moutal, Mr. Rahamin Haim",male,,0,0,374746,8.05,,S
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79,1,2,"Caldwell, Master. Alden Gates",male,0.83,0,2,248738,29,,S
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80,1,3,"Dowdell, Miss. Elizabeth",female,30,0,0,364516,12.475,,S
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81,0,3,"Waelens, Mr. Achille",male,22,0,0,345767,9,,S
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82,1,3,"Sheerlinck, Mr. Jan Baptist",male,29,0,0,345779,9.5,,S
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83,1,3,"McDermott, Miss. Brigdet Delia",female,,0,0,330932,7.7875,,Q
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84,0,1,"Carrau, Mr. Francisco M",male,28,0,0,113059,47.1,,S
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85,1,2,"Ilett, Miss. Bertha",female,17,0,0,SO/C 14885,10.5,,S
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86,1,3,"Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",female,33,3,0,3101278,15.85,,S
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87,0,3,"Ford, Mr. William Neal",male,16,1,3,W./C. 6608,34.375,,S
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88,0,3,"Slocovski, Mr. Selman Francis",male,,0,0,SOTON/OQ 392086,8.05,,S
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89,1,1,"Fortune, Miss. Mabel Helen",female,23,3,2,19950,263,C23 C25 C27,S
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90,0,3,"Celotti, Mr. Francesco",male,24,0,0,343275,8.05,,S
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91,0,3,"Christmann, Mr. Emil",male,29,0,0,343276,8.05,,S
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92,0,3,"Andreasson, Mr. Paul Edvin",male,20,0,0,347466,7.8542,,S
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93,0,1,"Chaffee, Mr. Herbert Fuller",male,46,1,0,W.E.P. 5734,61.175,E31,S
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94,0,3,"Dean, Mr. Bertram Frank",male,26,1,2,C.A. 2315,20.575,,S
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95,0,3,"Coxon, Mr. Daniel",male,59,0,0,364500,7.25,,S
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96,0,3,"Shorney, Mr. Charles Joseph",male,,0,0,374910,8.05,,S
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97,0,1,"Goldschmidt, Mr. George B",male,71,0,0,PC 17754,34.6542,A5,C
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98,1,1,"Greenfield, Mr. William Bertram",male,23,0,1,PC 17759,63.3583,D10 D12,C
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99,1,2,"Doling, Mrs. John T (Ada Julia Bone)",female,34,0,1,231919,23,,S
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100,0,2,"Kantor, Mr. Sinai",male,34,1,0,244367,26,,S
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101,0,3,"Petranec, Miss. Matilda",female,28,0,0,349245,7.8958,,S
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102,0,3,"Petroff, Mr. Pastcho (""Pentcho"")",male,,0,0,349215,7.8958,,S
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103,0,1,"White, Mr. Richard Frasar",male,21,0,1,35281,77.2875,D26,S
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104,0,3,"Johansson, Mr. Gustaf Joel",male,33,0,0,7540,8.6542,,S
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105,0,3,"Gustafsson, Mr. Anders Vilhelm",male,37,2,0,3101276,7.925,,S
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106,0,3,"Mionoff, Mr. Stoytcho",male,28,0,0,349207,7.8958,,S
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107,1,3,"Salkjelsvik, Miss. Anna Kristine",female,21,0,0,343120,7.65,,S
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108,1,3,"Moss, Mr. Albert Johan",male,,0,0,312991,7.775,,S
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109,0,3,"Rekic, Mr. Tido",male,38,0,0,349249,7.8958,,S
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110,1,3,"Moran, Miss. Bertha",female,,1,0,371110,24.15,,Q
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111,0,1,"Porter, Mr. Walter Chamberlain",male,47,0,0,110465,52,C110,S
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112,0,3,"Zabour, Miss. Hileni",female,14.5,1,0,2665,14.4542,,C
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113,0,3,"Barton, Mr. David John",male,22,0,0,324669,8.05,,S
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114,0,3,"Jussila, Miss. Katriina",female,20,1,0,4136,9.825,,S
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115,0,3,"Attalah, Miss. Malake",female,17,0,0,2627,14.4583,,C
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116,0,3,"Pekoniemi, Mr. Edvard",male,21,0,0,STON/O 2. 3101294,7.925,,S
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117,0,3,"Connors, Mr. Patrick",male,70.5,0,0,370369,7.75,,Q
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118,0,2,"Turpin, Mr. William John Robert",male,29,1,0,11668,21,,S
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119,0,1,"Baxter, Mr. Quigg Edmond",male,24,0,1,PC 17558,247.5208,B58 B60,C
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120,0,3,"Andersson, Miss. Ellis Anna Maria",female,2,4,2,347082,31.275,,S
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121,0,2,"Hickman, Mr. Stanley George",male,21,2,0,S.O.C. 14879,73.5,,S
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122,0,3,"Moore, Mr. Leonard Charles",male,,0,0,A4. 54510,8.05,,S
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123,0,2,"Nasser, Mr. Nicholas",male,32.5,1,0,237736,30.0708,,C
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124,1,2,"Webber, Miss. Susan",female,32.5,0,0,27267,13,E101,S
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125,0,1,"White, Mr. Percival Wayland",male,54,0,1,35281,77.2875,D26,S
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126,1,3,"Nicola-Yarred, Master. Elias",male,12,1,0,2651,11.2417,,C
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127,0,3,"McMahon, Mr. Martin",male,,0,0,370372,7.75,,Q
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128,1,3,"Madsen, Mr. Fridtjof Arne",male,24,0,0,C 17369,7.1417,,S
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129,1,3,"Peter, Miss. Anna",female,,1,1,2668,22.3583,F E69,C
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130,0,3,"Ekstrom, Mr. Johan",male,45,0,0,347061,6.975,,S
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131,0,3,"Drazenoic, Mr. Jozef",male,33,0,0,349241,7.8958,,C
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132,0,3,"Coelho, Mr. Domingos Fernandeo",male,20,0,0,SOTON/O.Q. 3101307,7.05,,S
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133,0,3,"Robins, Mrs. Alexander A (Grace Charity Laury)",female,47,1,0,A/5. 3337,14.5,,S
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134,1,2,"Weisz, Mrs. Leopold (Mathilde Francoise Pede)",female,29,1,0,228414,26,,S
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135,0,2,"Sobey, Mr. Samuel James Hayden",male,25,0,0,C.A. 29178,13,,S
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136,0,2,"Richard, Mr. Emile",male,23,0,0,SC/PARIS 2133,15.0458,,C
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137,1,1,"Newsom, Miss. Helen Monypeny",female,19,0,2,11752,26.2833,D47,S
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138,0,1,"Futrelle, Mr. Jacques Heath",male,37,1,0,113803,53.1,C123,S
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139,0,3,"Osen, Mr. Olaf Elon",male,16,0,0,7534,9.2167,,S
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140,0,1,"Giglio, Mr. Victor",male,24,0,0,PC 17593,79.2,B86,C
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141,0,3,"Boulos, Mrs. Joseph (Sultana)",female,,0,2,2678,15.2458,,C
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142,1,3,"Nysten, Miss. Anna Sofia",female,22,0,0,347081,7.75,,S
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143,1,3,"Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)",female,24,1,0,STON/O2. 3101279,15.85,,S
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144,0,3,"Burke, Mr. Jeremiah",male,19,0,0,365222,6.75,,Q
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145,0,2,"Andrew, Mr. Edgardo Samuel",male,18,0,0,231945,11.5,,S
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146,0,2,"Nicholls, Mr. Joseph Charles",male,19,1,1,C.A. 33112,36.75,,S
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147,1,3,"Andersson, Mr. August Edvard (""Wennerstrom"")",male,27,0,0,350043,7.7958,,S
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148,0,3,"Ford, Miss. Robina Maggie ""Ruby""",female,9,2,2,W./C. 6608,34.375,,S
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149,0,2,"Navratil, Mr. Michel (""Louis M Hoffman"")",male,36.5,0,2,230080,26,F2,S
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150,0,2,"Byles, Rev. Thomas Roussel Davids",male,42,0,0,244310,13,,S
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151,0,2,"Bateman, Rev. Robert James",male,51,0,0,S.O.P. 1166,12.525,,S
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152,1,1,"Pears, Mrs. Thomas (Edith Wearne)",female,22,1,0,113776,66.6,C2,S
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153,0,3,"Meo, Mr. Alfonzo",male,55.5,0,0,A.5. 11206,8.05,,S
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154,0,3,"van Billiard, Mr. Austin Blyler",male,40.5,0,2,A/5. 851,14.5,,S
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155,0,3,"Olsen, Mr. Ole Martin",male,,0,0,Fa 265302,7.3125,,S
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156,0,1,"Williams, Mr. Charles Duane",male,51,0,1,PC 17597,61.3792,,C
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157,1,3,"Gilnagh, Miss. Katherine ""Katie""",female,16,0,0,35851,7.7333,,Q
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158,0,3,"Corn, Mr. Harry",male,30,0,0,SOTON/OQ 392090,8.05,,S
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159,0,3,"Smiljanic, Mr. Mile",male,,0,0,315037,8.6625,,S
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160,0,3,"Sage, Master. Thomas Henry",male,,8,2,CA. 2343,69.55,,S
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161,0,3,"Cribb, Mr. John Hatfield",male,44,0,1,371362,16.1,,S
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162,1,2,"Watt, Mrs. James (Elizabeth ""Bessie"" Inglis Milne)",female,40,0,0,C.A. 33595,15.75,,S
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163,0,3,"Bengtsson, Mr. John Viktor",male,26,0,0,347068,7.775,,S
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164,0,3,"Calic, Mr. Jovo",male,17,0,0,315093,8.6625,,S
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165,0,3,"Panula, Master. Eino Viljami",male,1,4,1,3101295,39.6875,,S
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166,1,3,"Goldsmith, Master. Frank John William ""Frankie""",male,9,0,2,363291,20.525,,S
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167,1,1,"Chibnall, Mrs. (Edith Martha Bowerman)",female,,0,1,113505,55,E33,S
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168,0,3,"Skoog, Mrs. William (Anna Bernhardina Karlsson)",female,45,1,4,347088,27.9,,S
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169,0,1,"Baumann, Mr. John D",male,,0,0,PC 17318,25.925,,S
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170,0,3,"Ling, Mr. Lee",male,28,0,0,1601,56.4958,,S
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171,0,1,"Van der hoef, Mr. Wyckoff",male,61,0,0,111240,33.5,B19,S
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172,0,3,"Rice, Master. Arthur",male,4,4,1,382652,29.125,,Q
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173,1,3,"Johnson, Miss. Eleanor Ileen",female,1,1,1,347742,11.1333,,S
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174,0,3,"Sivola, Mr. Antti Wilhelm",male,21,0,0,STON/O 2. 3101280,7.925,,S
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175,0,1,"Smith, Mr. James Clinch",male,56,0,0,17764,30.6958,A7,C
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176,0,3,"Klasen, Mr. Klas Albin",male,18,1,1,350404,7.8542,,S
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177,0,3,"Lefebre, Master. Henry Forbes",male,,3,1,4133,25.4667,,S
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178,0,1,"Isham, Miss. Ann Elizabeth",female,50,0,0,PC 17595,28.7125,C49,C
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179,0,2,"Hale, Mr. Reginald",male,30,0,0,250653,13,,S
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180,0,3,"Leonard, Mr. Lionel",male,36,0,0,LINE,0,,S
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181,0,3,"Sage, Miss. Constance Gladys",female,,8,2,CA. 2343,69.55,,S
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182,0,2,"Pernot, Mr. Rene",male,,0,0,SC/PARIS 2131,15.05,,C
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183,0,3,"Asplund, Master. Clarence Gustaf Hugo",male,9,4,2,347077,31.3875,,S
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184,1,2,"Becker, Master. Richard F",male,1,2,1,230136,39,F4,S
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185,1,3,"Kink-Heilmann, Miss. Luise Gretchen",female,4,0,2,315153,22.025,,S
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186,0,1,"Rood, Mr. Hugh Roscoe",male,,0,0,113767,50,A32,S
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187,1,3,"O'Brien, Mrs. Thomas (Johanna ""Hannah"" Godfrey)",female,,1,0,370365,15.5,,Q
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188,1,1,"Romaine, Mr. Charles Hallace (""Mr C Rolmane"")",male,45,0,0,111428,26.55,,S
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189,0,3,"Bourke, Mr. John",male,40,1,1,364849,15.5,,Q
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190,0,3,"Turcin, Mr. Stjepan",male,36,0,0,349247,7.8958,,S
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191,1,2,"Pinsky, Mrs. (Rosa)",female,32,0,0,234604,13,,S
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192,0,2,"Carbines, Mr. William",male,19,0,0,28424,13,,S
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193,1,3,"Andersen-Jensen, Miss. Carla Christine Nielsine",female,19,1,0,350046,7.8542,,S
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194,1,2,"Navratil, Master. Michel M",male,3,1,1,230080,26,F2,S
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195,1,1,"Brown, Mrs. James Joseph (Margaret Tobin)",female,44,0,0,PC 17610,27.7208,B4,C
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196,1,1,"Lurette, Miss. Elise",female,58,0,0,PC 17569,146.5208,B80,C
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197,0,3,"Mernagh, Mr. Robert",male,,0,0,368703,7.75,,Q
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198,0,3,"Olsen, Mr. Karl Siegwart Andreas",male,42,0,1,4579,8.4042,,S
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199,1,3,"Madigan, Miss. Margaret ""Maggie""",female,,0,0,370370,7.75,,Q
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200,0,2,"Yrois, Miss. Henriette (""Mrs Harbeck"")",female,24,0,0,248747,13,,S
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201,0,3,"Vande Walle, Mr. Nestor Cyriel",male,28,0,0,345770,9.5,,S
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202,0,3,"Sage, Mr. Frederick",male,,8,2,CA. 2343,69.55,,S
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203,0,3,"Johanson, Mr. Jakob Alfred",male,34,0,0,3101264,6.4958,,S
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204,0,3,"Youseff, Mr. Gerious",male,45.5,0,0,2628,7.225,,C
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205,1,3,"Cohen, Mr. Gurshon ""Gus""",male,18,0,0,A/5 3540,8.05,,S
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206,0,3,"Strom, Miss. Telma Matilda",female,2,0,1,347054,10.4625,G6,S
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207,0,3,"Backstrom, Mr. Karl Alfred",male,32,1,0,3101278,15.85,,S
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208,1,3,"Albimona, Mr. Nassef Cassem",male,26,0,0,2699,18.7875,,C
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209,1,3,"Carr, Miss. Helen ""Ellen""",female,16,0,0,367231,7.75,,Q
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210,1,1,"Blank, Mr. Henry",male,40,0,0,112277,31,A31,C
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211,0,3,"Ali, Mr. Ahmed",male,24,0,0,SOTON/O.Q. 3101311,7.05,,S
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212,1,2,"Cameron, Miss. Clear Annie",female,35,0,0,F.C.C. 13528,21,,S
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213,0,3,"Perkin, Mr. John Henry",male,22,0,0,A/5 21174,7.25,,S
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214,0,2,"Givard, Mr. Hans Kristensen",male,30,0,0,250646,13,,S
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215,0,3,"Kiernan, Mr. Philip",male,,1,0,367229,7.75,,Q
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216,1,1,"Newell, Miss. Madeleine",female,31,1,0,35273,113.275,D36,C
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217,1,3,"Honkanen, Miss. Eliina",female,27,0,0,STON/O2. 3101283,7.925,,S
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218,0,2,"Jacobsohn, Mr. Sidney Samuel",male,42,1,0,243847,27,,S
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219,1,1,"Bazzani, Miss. Albina",female,32,0,0,11813,76.2917,D15,C
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220,0,2,"Harris, Mr. Walter",male,30,0,0,W/C 14208,10.5,,S
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221,1,3,"Sunderland, Mr. Victor Francis",male,16,0,0,SOTON/OQ 392089,8.05,,S
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222,0,2,"Bracken, Mr. James H",male,27,0,0,220367,13,,S
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223,0,3,"Green, Mr. George Henry",male,51,0,0,21440,8.05,,S
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224,0,3,"Nenkoff, Mr. Christo",male,,0,0,349234,7.8958,,S
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225,1,1,"Hoyt, Mr. Frederick Maxfield",male,38,1,0,19943,90,C93,S
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226,0,3,"Berglund, Mr. Karl Ivar Sven",male,22,0,0,PP 4348,9.35,,S
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227,1,2,"Mellors, Mr. William John",male,19,0,0,SW/PP 751,10.5,,S
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228,0,3,"Lovell, Mr. John Hall (""Henry"")",male,20.5,0,0,A/5 21173,7.25,,S
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229,0,2,"Fahlstrom, Mr. Arne Jonas",male,18,0,0,236171,13,,S
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230,0,3,"Lefebre, Miss. Mathilde",female,,3,1,4133,25.4667,,S
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231,1,1,"Harris, Mrs. Henry Birkhardt (Irene Wallach)",female,35,1,0,36973,83.475,C83,S
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232,0,3,"Larsson, Mr. Bengt Edvin",male,29,0,0,347067,7.775,,S
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233,0,2,"Sjostedt, Mr. Ernst Adolf",male,59,0,0,237442,13.5,,S
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234,1,3,"Asplund, Miss. Lillian Gertrud",female,5,4,2,347077,31.3875,,S
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235,0,2,"Leyson, Mr. Robert William Norman",male,24,0,0,C.A. 29566,10.5,,S
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236,0,3,"Harknett, Miss. Alice Phoebe",female,,0,0,W./C. 6609,7.55,,S
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237,0,2,"Hold, Mr. Stephen",male,44,1,0,26707,26,,S
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238,1,2,"Collyer, Miss. Marjorie ""Lottie""",female,8,0,2,C.A. 31921,26.25,,S
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239,0,2,"Pengelly, Mr. Frederick William",male,19,0,0,28665,10.5,,S
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240,0,2,"Hunt, Mr. George Henry",male,33,0,0,SCO/W 1585,12.275,,S
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241,0,3,"Zabour, Miss. Thamine",female,,1,0,2665,14.4542,,C
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242,1,3,"Murphy, Miss. Katherine ""Kate""",female,,1,0,367230,15.5,,Q
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243,0,2,"Coleridge, Mr. Reginald Charles",male,29,0,0,W./C. 14263,10.5,,S
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244,0,3,"Maenpaa, Mr. Matti Alexanteri",male,22,0,0,STON/O 2. 3101275,7.125,,S
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245,0,3,"Attalah, Mr. Sleiman",male,30,0,0,2694,7.225,,C
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246,0,1,"Minahan, Dr. William Edward",male,44,2,0,19928,90,C78,Q
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247,0,3,"Lindahl, Miss. Agda Thorilda Viktoria",female,25,0,0,347071,7.775,,S
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248,1,2,"Hamalainen, Mrs. William (Anna)",female,24,0,2,250649,14.5,,S
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249,1,1,"Beckwith, Mr. Richard Leonard",male,37,1,1,11751,52.5542,D35,S
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250,0,2,"Carter, Rev. Ernest Courtenay",male,54,1,0,244252,26,,S
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251,0,3,"Reed, Mr. James George",male,,0,0,362316,7.25,,S
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252,0,3,"Strom, Mrs. Wilhelm (Elna Matilda Persson)",female,29,1,1,347054,10.4625,G6,S
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253,0,1,"Stead, Mr. William Thomas",male,62,0,0,113514,26.55,C87,S
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254,0,3,"Lobb, Mr. William Arthur",male,30,1,0,A/5. 3336,16.1,,S
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255,0,3,"Rosblom, Mrs. Viktor (Helena Wilhelmina)",female,41,0,2,370129,20.2125,,S
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256,1,3,"Touma, Mrs. Darwis (Hanne Youssef Razi)",female,29,0,2,2650,15.2458,,C
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257,1,1,"Thorne, Mrs. Gertrude Maybelle",female,,0,0,PC 17585,79.2,,C
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258,1,1,"Cherry, Miss. Gladys",female,30,0,0,110152,86.5,B77,S
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259,1,1,"Ward, Miss. Anna",female,35,0,0,PC 17755,512.3292,,C
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260,1,2,"Parrish, Mrs. (Lutie Davis)",female,50,0,1,230433,26,,S
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261,0,3,"Smith, Mr. Thomas",male,,0,0,384461,7.75,,Q
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262,1,3,"Asplund, Master. Edvin Rojj Felix",male,3,4,2,347077,31.3875,,S
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263,0,1,"Taussig, Mr. Emil",male,52,1,1,110413,79.65,E67,S
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264,0,1,"Harrison, Mr. William",male,40,0,0,112059,0,B94,S
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265,0,3,"Henry, Miss. Delia",female,,0,0,382649,7.75,,Q
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266,0,2,"Reeves, Mr. David",male,36,0,0,C.A. 17248,10.5,,S
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267,0,3,"Panula, Mr. Ernesti Arvid",male,16,4,1,3101295,39.6875,,S
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268,1,3,"Persson, Mr. Ernst Ulrik",male,25,1,0,347083,7.775,,S
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269,1,1,"Graham, Mrs. William Thompson (Edith Junkins)",female,58,0,1,PC 17582,153.4625,C125,S
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270,1,1,"Bissette, Miss. Amelia",female,35,0,0,PC 17760,135.6333,C99,S
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271,0,1,"Cairns, Mr. Alexander",male,,0,0,113798,31,,S
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272,1,3,"Tornquist, Mr. William Henry",male,25,0,0,LINE,0,,S
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273,1,2,"Mellinger, Mrs. (Elizabeth Anne Maidment)",female,41,0,1,250644,19.5,,S
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274,0,1,"Natsch, Mr. Charles H",male,37,0,1,PC 17596,29.7,C118,C
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275,1,3,"Healy, Miss. Hanora ""Nora""",female,,0,0,370375,7.75,,Q
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276,1,1,"Andrews, Miss. Kornelia Theodosia",female,63,1,0,13502,77.9583,D7,S
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277,0,3,"Lindblom, Miss. Augusta Charlotta",female,45,0,0,347073,7.75,,S
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278,0,2,"Parkes, Mr. Francis ""Frank""",male,,0,0,239853,0,,S
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279,0,3,"Rice, Master. Eric",male,7,4,1,382652,29.125,,Q
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280,1,3,"Abbott, Mrs. Stanton (Rosa Hunt)",female,35,1,1,C.A. 2673,20.25,,S
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281,0,3,"Duane, Mr. Frank",male,65,0,0,336439,7.75,,Q
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282,0,3,"Olsson, Mr. Nils Johan Goransson",male,28,0,0,347464,7.8542,,S
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283,0,3,"de Pelsmaeker, Mr. Alfons",male,16,0,0,345778,9.5,,S
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284,1,3,"Dorking, Mr. Edward Arthur",male,19,0,0,A/5. 10482,8.05,,S
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285,0,1,"Smith, Mr. Richard William",male,,0,0,113056,26,A19,S
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286,0,3,"Stankovic, Mr. Ivan",male,33,0,0,349239,8.6625,,C
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287,1,3,"de Mulder, Mr. Theodore",male,30,0,0,345774,9.5,,S
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288,0,3,"Naidenoff, Mr. Penko",male,22,0,0,349206,7.8958,,S
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289,1,2,"Hosono, Mr. Masabumi",male,42,0,0,237798,13,,S
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290,1,3,"Connolly, Miss. Kate",female,22,0,0,370373,7.75,,Q
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291,1,1,"Barber, Miss. Ellen ""Nellie""",female,26,0,0,19877,78.85,,S
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292,1,1,"Bishop, Mrs. Dickinson H (Helen Walton)",female,19,1,0,11967,91.0792,B49,C
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293,0,2,"Levy, Mr. Rene Jacques",male,36,0,0,SC/Paris 2163,12.875,D,C
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294,0,3,"Haas, Miss. Aloisia",female,24,0,0,349236,8.85,,S
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295,0,3,"Mineff, Mr. Ivan",male,24,0,0,349233,7.8958,,S
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296,0,1,"Lewy, Mr. Ervin G",male,,0,0,PC 17612,27.7208,,C
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297,0,3,"Hanna, Mr. Mansour",male,23.5,0,0,2693,7.2292,,C
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298,0,1,"Allison, Miss. Helen Loraine",female,2,1,2,113781,151.55,C22 C26,S
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299,1,1,"Saalfeld, Mr. Adolphe",male,,0,0,19988,30.5,C106,S
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300,1,1,"Baxter, Mrs. James (Helene DeLaudeniere Chaput)",female,50,0,1,PC 17558,247.5208,B58 B60,C
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301,1,3,"Kelly, Miss. Anna Katherine ""Annie Kate""",female,,0,0,9234,7.75,,Q
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302,1,3,"McCoy, Mr. Bernard",male,,2,0,367226,23.25,,Q
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303,0,3,"Johnson, Mr. William Cahoone Jr",male,19,0,0,LINE,0,,S
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304,1,2,"Keane, Miss. Nora A",female,,0,0,226593,12.35,E101,Q
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305,0,3,"Williams, Mr. Howard Hugh ""Harry""",male,,0,0,A/5 2466,8.05,,S
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306,1,1,"Allison, Master. Hudson Trevor",male,0.92,1,2,113781,151.55,C22 C26,S
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307,1,1,"Fleming, Miss. Margaret",female,,0,0,17421,110.8833,,C
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308,1,1,"Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)",female,17,1,0,PC 17758,108.9,C65,C
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309,0,2,"Abelson, Mr. Samuel",male,30,1,0,P/PP 3381,24,,C
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310,1,1,"Francatelli, Miss. Laura Mabel",female,30,0,0,PC 17485,56.9292,E36,C
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311,1,1,"Hays, Miss. Margaret Bechstein",female,24,0,0,11767,83.1583,C54,C
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312,1,1,"Ryerson, Miss. Emily Borie",female,18,2,2,PC 17608,262.375,B57 B59 B63 B66,C
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313,0,2,"Lahtinen, Mrs. William (Anna Sylfven)",female,26,1,1,250651,26,,S
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314,0,3,"Hendekovic, Mr. Ignjac",male,28,0,0,349243,7.8958,,S
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315,0,2,"Hart, Mr. Benjamin",male,43,1,1,F.C.C. 13529,26.25,,S
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316,1,3,"Nilsson, Miss. Helmina Josefina",female,26,0,0,347470,7.8542,,S
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317,1,2,"Kantor, Mrs. Sinai (Miriam Sternin)",female,24,1,0,244367,26,,S
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318,0,2,"Moraweck, Dr. Ernest",male,54,0,0,29011,14,,S
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319,1,1,"Wick, Miss. Mary Natalie",female,31,0,2,36928,164.8667,C7,S
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320,1,1,"Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)",female,40,1,1,16966,134.5,E34,C
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321,0,3,"Dennis, Mr. Samuel",male,22,0,0,A/5 21172,7.25,,S
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322,0,3,"Danoff, Mr. Yoto",male,27,0,0,349219,7.8958,,S
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323,1,2,"Slayter, Miss. Hilda Mary",female,30,0,0,234818,12.35,,Q
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324,1,2,"Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)",female,22,1,1,248738,29,,S
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325,0,3,"Sage, Mr. George John Jr",male,,8,2,CA. 2343,69.55,,S
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326,1,1,"Young, Miss. Marie Grice",female,36,0,0,PC 17760,135.6333,C32,C
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327,0,3,"Nysveen, Mr. Johan Hansen",male,61,0,0,345364,6.2375,,S
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328,1,2,"Ball, Mrs. (Ada E Hall)",female,36,0,0,28551,13,D,S
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329,1,3,"Goldsmith, Mrs. Frank John (Emily Alice Brown)",female,31,1,1,363291,20.525,,S
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330,1,1,"Hippach, Miss. Jean Gertrude",female,16,0,1,111361,57.9792,B18,C
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331,1,3,"McCoy, Miss. Agnes",female,,2,0,367226,23.25,,Q
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332,0,1,"Partner, Mr. Austen",male,45.5,0,0,113043,28.5,C124,S
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333,0,1,"Graham, Mr. George Edward",male,38,0,1,PC 17582,153.4625,C91,S
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334,0,3,"Vander Planke, Mr. Leo Edmondus",male,16,2,0,345764,18,,S
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335,1,1,"Frauenthal, Mrs. Henry William (Clara Heinsheimer)",female,,1,0,PC 17611,133.65,,S
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336,0,3,"Denkoff, Mr. Mitto",male,,0,0,349225,7.8958,,S
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337,0,1,"Pears, Mr. Thomas Clinton",male,29,1,0,113776,66.6,C2,S
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338,1,1,"Burns, Miss. Elizabeth Margaret",female,41,0,0,16966,134.5,E40,C
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339,1,3,"Dahl, Mr. Karl Edwart",male,45,0,0,7598,8.05,,S
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340,0,1,"Blackwell, Mr. Stephen Weart",male,45,0,0,113784,35.5,T,S
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341,1,2,"Navratil, Master. Edmond Roger",male,2,1,1,230080,26,F2,S
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342,1,1,"Fortune, Miss. Alice Elizabeth",female,24,3,2,19950,263,C23 C25 C27,S
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343,0,2,"Collander, Mr. Erik Gustaf",male,28,0,0,248740,13,,S
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344,0,2,"Sedgwick, Mr. Charles Frederick Waddington",male,25,0,0,244361,13,,S
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345,0,2,"Fox, Mr. Stanley Hubert",male,36,0,0,229236,13,,S
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346,1,2,"Brown, Miss. Amelia ""Mildred""",female,24,0,0,248733,13,F33,S
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347,1,2,"Smith, Miss. Marion Elsie",female,40,0,0,31418,13,,S
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348,1,3,"Davison, Mrs. Thomas Henry (Mary E Finck)",female,,1,0,386525,16.1,,S
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349,1,3,"Coutts, Master. William Loch ""William""",male,3,1,1,C.A. 37671,15.9,,S
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350,0,3,"Dimic, Mr. Jovan",male,42,0,0,315088,8.6625,,S
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351,0,3,"Odahl, Mr. Nils Martin",male,23,0,0,7267,9.225,,S
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352,0,1,"Williams-Lambert, Mr. Fletcher Fellows",male,,0,0,113510,35,C128,S
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353,0,3,"Elias, Mr. Tannous",male,15,1,1,2695,7.2292,,C
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354,0,3,"Arnold-Franchi, Mr. Josef",male,25,1,0,349237,17.8,,S
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355,0,3,"Yousif, Mr. Wazli",male,,0,0,2647,7.225,,C
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356,0,3,"Vanden Steen, Mr. Leo Peter",male,28,0,0,345783,9.5,,S
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357,1,1,"Bowerman, Miss. Elsie Edith",female,22,0,1,113505,55,E33,S
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358,0,2,"Funk, Miss. Annie Clemmer",female,38,0,0,237671,13,,S
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359,1,3,"McGovern, Miss. Mary",female,,0,0,330931,7.8792,,Q
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360,1,3,"Mockler, Miss. Helen Mary ""Ellie""",female,,0,0,330980,7.8792,,Q
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361,0,3,"Skoog, Mr. Wilhelm",male,40,1,4,347088,27.9,,S
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362,0,2,"del Carlo, Mr. Sebastiano",male,29,1,0,SC/PARIS 2167,27.7208,,C
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363,0,3,"Barbara, Mrs. (Catherine David)",female,45,0,1,2691,14.4542,,C
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364,0,3,"Asim, Mr. Adola",male,35,0,0,SOTON/O.Q. 3101310,7.05,,S
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365,0,3,"O'Brien, Mr. Thomas",male,,1,0,370365,15.5,,Q
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366,0,3,"Adahl, Mr. Mauritz Nils Martin",male,30,0,0,C 7076,7.25,,S
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367,1,1,"Warren, Mrs. Frank Manley (Anna Sophia Atkinson)",female,60,1,0,110813,75.25,D37,C
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368,1,3,"Moussa, Mrs. (Mantoura Boulos)",female,,0,0,2626,7.2292,,C
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369,1,3,"Jermyn, Miss. Annie",female,,0,0,14313,7.75,,Q
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370,1,1,"Aubart, Mme. Leontine Pauline",female,24,0,0,PC 17477,69.3,B35,C
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371,1,1,"Harder, Mr. George Achilles",male,25,1,0,11765,55.4417,E50,C
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372,0,3,"Wiklund, Mr. Jakob Alfred",male,18,1,0,3101267,6.4958,,S
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373,0,3,"Beavan, Mr. William Thomas",male,19,0,0,323951,8.05,,S
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374,0,1,"Ringhini, Mr. Sante",male,22,0,0,PC 17760,135.6333,,C
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375,0,3,"Palsson, Miss. Stina Viola",female,3,3,1,349909,21.075,,S
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376,1,1,"Meyer, Mrs. Edgar Joseph (Leila Saks)",female,,1,0,PC 17604,82.1708,,C
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377,1,3,"Landergren, Miss. Aurora Adelia",female,22,0,0,C 7077,7.25,,S
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378,0,1,"Widener, Mr. Harry Elkins",male,27,0,2,113503,211.5,C82,C
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379,0,3,"Betros, Mr. Tannous",male,20,0,0,2648,4.0125,,C
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380,0,3,"Gustafsson, Mr. Karl Gideon",male,19,0,0,347069,7.775,,S
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381,1,1,"Bidois, Miss. Rosalie",female,42,0,0,PC 17757,227.525,,C
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382,1,3,"Nakid, Miss. Maria (""Mary"")",female,1,0,2,2653,15.7417,,C
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383,0,3,"Tikkanen, Mr. Juho",male,32,0,0,STON/O 2. 3101293,7.925,,S
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384,1,1,"Holverson, Mrs. Alexander Oskar (Mary Aline Towner)",female,35,1,0,113789,52,,S
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385,0,3,"Plotcharsky, Mr. Vasil",male,,0,0,349227,7.8958,,S
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386,0,2,"Davies, Mr. Charles Henry",male,18,0,0,S.O.C. 14879,73.5,,S
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387,0,3,"Goodwin, Master. Sidney Leonard",male,1,5,2,CA 2144,46.9,,S
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388,1,2,"Buss, Miss. Kate",female,36,0,0,27849,13,,S
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389,0,3,"Sadlier, Mr. Matthew",male,,0,0,367655,7.7292,,Q
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390,1,2,"Lehmann, Miss. Bertha",female,17,0,0,SC 1748,12,,C
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391,1,1,"Carter, Mr. William Ernest",male,36,1,2,113760,120,B96 B98,S
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392,1,3,"Jansson, Mr. Carl Olof",male,21,0,0,350034,7.7958,,S
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393,0,3,"Gustafsson, Mr. Johan Birger",male,28,2,0,3101277,7.925,,S
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394,1,1,"Newell, Miss. Marjorie",female,23,1,0,35273,113.275,D36,C
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395,1,3,"Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)",female,24,0,2,PP 9549,16.7,G6,S
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396,0,3,"Johansson, Mr. Erik",male,22,0,0,350052,7.7958,,S
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397,0,3,"Olsson, Miss. Elina",female,31,0,0,350407,7.8542,,S
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398,0,2,"McKane, Mr. Peter David",male,46,0,0,28403,26,,S
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399,0,2,"Pain, Dr. Alfred",male,23,0,0,244278,10.5,,S
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400,1,2,"Trout, Mrs. William H (Jessie L)",female,28,0,0,240929,12.65,,S
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401,1,3,"Niskanen, Mr. Juha",male,39,0,0,STON/O 2. 3101289,7.925,,S
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402,0,3,"Adams, Mr. John",male,26,0,0,341826,8.05,,S
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403,0,3,"Jussila, Miss. Mari Aina",female,21,1,0,4137,9.825,,S
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404,0,3,"Hakkarainen, Mr. Pekka Pietari",male,28,1,0,STON/O2. 3101279,15.85,,S
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405,0,3,"Oreskovic, Miss. Marija",female,20,0,0,315096,8.6625,,S
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406,0,2,"Gale, Mr. Shadrach",male,34,1,0,28664,21,,S
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407,0,3,"Widegren, Mr. Carl/Charles Peter",male,51,0,0,347064,7.75,,S
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408,1,2,"Richards, Master. William Rowe",male,3,1,1,29106,18.75,,S
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409,0,3,"Birkeland, Mr. Hans Martin Monsen",male,21,0,0,312992,7.775,,S
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410,0,3,"Lefebre, Miss. Ida",female,,3,1,4133,25.4667,,S
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411,0,3,"Sdycoff, Mr. Todor",male,,0,0,349222,7.8958,,S
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412,0,3,"Hart, Mr. Henry",male,,0,0,394140,6.8583,,Q
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413,1,1,"Minahan, Miss. Daisy E",female,33,1,0,19928,90,C78,Q
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414,0,2,"Cunningham, Mr. Alfred Fleming",male,,0,0,239853,0,,S
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415,1,3,"Sundman, Mr. Johan Julian",male,44,0,0,STON/O 2. 3101269,7.925,,S
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416,0,3,"Meek, Mrs. Thomas (Annie Louise Rowley)",female,,0,0,343095,8.05,,S
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417,1,2,"Drew, Mrs. James Vivian (Lulu Thorne Christian)",female,34,1,1,28220,32.5,,S
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418,1,2,"Silven, Miss. Lyyli Karoliina",female,18,0,2,250652,13,,S
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419,0,2,"Matthews, Mr. William John",male,30,0,0,28228,13,,S
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420,0,3,"Van Impe, Miss. Catharina",female,10,0,2,345773,24.15,,S
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421,0,3,"Gheorgheff, Mr. Stanio",male,,0,0,349254,7.8958,,C
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422,0,3,"Charters, Mr. David",male,21,0,0,A/5. 13032,7.7333,,Q
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423,0,3,"Zimmerman, Mr. Leo",male,29,0,0,315082,7.875,,S
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424,0,3,"Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)",female,28,1,1,347080,14.4,,S
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425,0,3,"Rosblom, Mr. Viktor Richard",male,18,1,1,370129,20.2125,,S
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426,0,3,"Wiseman, Mr. Phillippe",male,,0,0,A/4. 34244,7.25,,S
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427,1,2,"Clarke, Mrs. Charles V (Ada Maria Winfield)",female,28,1,0,2003,26,,S
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428,1,2,"Phillips, Miss. Kate Florence (""Mrs Kate Louise Phillips Marshall"")",female,19,0,0,250655,26,,S
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429,0,3,"Flynn, Mr. James",male,,0,0,364851,7.75,,Q
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430,1,3,"Pickard, Mr. Berk (Berk Trembisky)",male,32,0,0,SOTON/O.Q. 392078,8.05,E10,S
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431,1,1,"Bjornstrom-Steffansson, Mr. Mauritz Hakan",male,28,0,0,110564,26.55,C52,S
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432,1,3,"Thorneycroft, Mrs. Percival (Florence Kate White)",female,,1,0,376564,16.1,,S
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433,1,2,"Louch, Mrs. Charles Alexander (Alice Adelaide Slow)",female,42,1,0,SC/AH 3085,26,,S
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434,0,3,"Kallio, Mr. Nikolai Erland",male,17,0,0,STON/O 2. 3101274,7.125,,S
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435,0,1,"Silvey, Mr. William Baird",male,50,1,0,13507,55.9,E44,S
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436,1,1,"Carter, Miss. Lucile Polk",female,14,1,2,113760,120,B96 B98,S
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437,0,3,"Ford, Miss. Doolina Margaret ""Daisy""",female,21,2,2,W./C. 6608,34.375,,S
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438,1,2,"Richards, Mrs. Sidney (Emily Hocking)",female,24,2,3,29106,18.75,,S
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439,0,1,"Fortune, Mr. Mark",male,64,1,4,19950,263,C23 C25 C27,S
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440,0,2,"Kvillner, Mr. Johan Henrik Johannesson",male,31,0,0,C.A. 18723,10.5,,S
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441,1,2,"Hart, Mrs. Benjamin (Esther Ada Bloomfield)",female,45,1,1,F.C.C. 13529,26.25,,S
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442,0,3,"Hampe, Mr. Leon",male,20,0,0,345769,9.5,,S
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443,0,3,"Petterson, Mr. Johan Emil",male,25,1,0,347076,7.775,,S
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444,1,2,"Reynaldo, Ms. Encarnacion",female,28,0,0,230434,13,,S
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445,1,3,"Johannesen-Bratthammer, Mr. Bernt",male,,0,0,65306,8.1125,,S
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446,1,1,"Dodge, Master. Washington",male,4,0,2,33638,81.8583,A34,S
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447,1,2,"Mellinger, Miss. Madeleine Violet",female,13,0,1,250644,19.5,,S
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448,1,1,"Seward, Mr. Frederic Kimber",male,34,0,0,113794,26.55,,S
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449,1,3,"Baclini, Miss. Marie Catherine",female,5,2,1,2666,19.2583,,C
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450,1,1,"Peuchen, Major. Arthur Godfrey",male,52,0,0,113786,30.5,C104,S
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451,0,2,"West, Mr. Edwy Arthur",male,36,1,2,C.A. 34651,27.75,,S
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452,0,3,"Hagland, Mr. Ingvald Olai Olsen",male,,1,0,65303,19.9667,,S
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453,0,1,"Foreman, Mr. Benjamin Laventall",male,30,0,0,113051,27.75,C111,C
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454,1,1,"Goldenberg, Mr. Samuel L",male,49,1,0,17453,89.1042,C92,C
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455,0,3,"Peduzzi, Mr. Joseph",male,,0,0,A/5 2817,8.05,,S
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456,1,3,"Jalsevac, Mr. Ivan",male,29,0,0,349240,7.8958,,C
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457,0,1,"Millet, Mr. Francis Davis",male,65,0,0,13509,26.55,E38,S
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458,1,1,"Kenyon, Mrs. Frederick R (Marion)",female,,1,0,17464,51.8625,D21,S
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459,1,2,"Toomey, Miss. Ellen",female,50,0,0,F.C.C. 13531,10.5,,S
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460,0,3,"O'Connor, Mr. Maurice",male,,0,0,371060,7.75,,Q
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461,1,1,"Anderson, Mr. Harry",male,48,0,0,19952,26.55,E12,S
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462,0,3,"Morley, Mr. William",male,34,0,0,364506,8.05,,S
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463,0,1,"Gee, Mr. Arthur H",male,47,0,0,111320,38.5,E63,S
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464,0,2,"Milling, Mr. Jacob Christian",male,48,0,0,234360,13,,S
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465,0,3,"Maisner, Mr. Simon",male,,0,0,A/S 2816,8.05,,S
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466,0,3,"Goncalves, Mr. Manuel Estanslas",male,38,0,0,SOTON/O.Q. 3101306,7.05,,S
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467,0,2,"Campbell, Mr. William",male,,0,0,239853,0,,S
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468,0,1,"Smart, Mr. John Montgomery",male,56,0,0,113792,26.55,,S
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469,0,3,"Scanlan, Mr. James",male,,0,0,36209,7.725,,Q
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470,1,3,"Baclini, Miss. Helene Barbara",female,0.75,2,1,2666,19.2583,,C
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471,0,3,"Keefe, Mr. Arthur",male,,0,0,323592,7.25,,S
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472,0,3,"Cacic, Mr. Luka",male,38,0,0,315089,8.6625,,S
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473,1,2,"West, Mrs. Edwy Arthur (Ada Mary Worth)",female,33,1,2,C.A. 34651,27.75,,S
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474,1,2,"Jerwan, Mrs. Amin S (Marie Marthe Thuillard)",female,23,0,0,SC/AH Basle 541,13.7917,D,C
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475,0,3,"Strandberg, Miss. Ida Sofia",female,22,0,0,7553,9.8375,,S
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476,0,1,"Clifford, Mr. George Quincy",male,,0,0,110465,52,A14,S
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477,0,2,"Renouf, Mr. Peter Henry",male,34,1,0,31027,21,,S
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478,0,3,"Braund, Mr. Lewis Richard",male,29,1,0,3460,7.0458,,S
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479,0,3,"Karlsson, Mr. Nils August",male,22,0,0,350060,7.5208,,S
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480,1,3,"Hirvonen, Miss. Hildur E",female,2,0,1,3101298,12.2875,,S
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481,0,3,"Goodwin, Master. Harold Victor",male,9,5,2,CA 2144,46.9,,S
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482,0,2,"Frost, Mr. Anthony Wood ""Archie""",male,,0,0,239854,0,,S
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483,0,3,"Rouse, Mr. Richard Henry",male,50,0,0,A/5 3594,8.05,,S
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484,1,3,"Turkula, Mrs. (Hedwig)",female,63,0,0,4134,9.5875,,S
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485,1,1,"Bishop, Mr. Dickinson H",male,25,1,0,11967,91.0792,B49,C
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486,0,3,"Lefebre, Miss. Jeannie",female,,3,1,4133,25.4667,,S
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487,1,1,"Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",female,35,1,0,19943,90,C93,S
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488,0,1,"Kent, Mr. Edward Austin",male,58,0,0,11771,29.7,B37,C
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489,0,3,"Somerton, Mr. Francis William",male,30,0,0,A.5. 18509,8.05,,S
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490,1,3,"Coutts, Master. Eden Leslie ""Neville""",male,9,1,1,C.A. 37671,15.9,,S
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491,0,3,"Hagland, Mr. Konrad Mathias Reiersen",male,,1,0,65304,19.9667,,S
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492,0,3,"Windelov, Mr. Einar",male,21,0,0,SOTON/OQ 3101317,7.25,,S
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493,0,1,"Molson, Mr. Harry Markland",male,55,0,0,113787,30.5,C30,S
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494,0,1,"Artagaveytia, Mr. Ramon",male,71,0,0,PC 17609,49.5042,,C
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495,0,3,"Stanley, Mr. Edward Roland",male,21,0,0,A/4 45380,8.05,,S
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496,0,3,"Yousseff, Mr. Gerious",male,,0,0,2627,14.4583,,C
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497,1,1,"Eustis, Miss. Elizabeth Mussey",female,54,1,0,36947,78.2667,D20,C
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498,0,3,"Shellard, Mr. Frederick William",male,,0,0,C.A. 6212,15.1,,S
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499,0,1,"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)",female,25,1,2,113781,151.55,C22 C26,S
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500,0,3,"Svensson, Mr. Olof",male,24,0,0,350035,7.7958,,S
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501,0,3,"Calic, Mr. Petar",male,17,0,0,315086,8.6625,,S
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502,0,3,"Canavan, Miss. Mary",female,21,0,0,364846,7.75,,Q
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503,0,3,"O'Sullivan, Miss. Bridget Mary",female,,0,0,330909,7.6292,,Q
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504,0,3,"Laitinen, Miss. Kristina Sofia",female,37,0,0,4135,9.5875,,S
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505,1,1,"Maioni, Miss. Roberta",female,16,0,0,110152,86.5,B79,S
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506,0,1,"Penasco y Castellana, Mr. Victor de Satode",male,18,1,0,PC 17758,108.9,C65,C
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507,1,2,"Quick, Mrs. Frederick Charles (Jane Richards)",female,33,0,2,26360,26,,S
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508,1,1,"Bradley, Mr. George (""George Arthur Brayton"")",male,,0,0,111427,26.55,,S
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509,0,3,"Olsen, Mr. Henry Margido",male,28,0,0,C 4001,22.525,,S
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510,1,3,"Lang, Mr. Fang",male,26,0,0,1601,56.4958,,S
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511,1,3,"Daly, Mr. Eugene Patrick",male,29,0,0,382651,7.75,,Q
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512,0,3,"Webber, Mr. James",male,,0,0,SOTON/OQ 3101316,8.05,,S
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513,1,1,"McGough, Mr. James Robert",male,36,0,0,PC 17473,26.2875,E25,S
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514,1,1,"Rothschild, Mrs. Martin (Elizabeth L. Barrett)",female,54,1,0,PC 17603,59.4,,C
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515,0,3,"Coleff, Mr. Satio",male,24,0,0,349209,7.4958,,S
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516,0,1,"Walker, Mr. William Anderson",male,47,0,0,36967,34.0208,D46,S
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517,1,2,"Lemore, Mrs. (Amelia Milley)",female,34,0,0,C.A. 34260,10.5,F33,S
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518,0,3,"Ryan, Mr. Patrick",male,,0,0,371110,24.15,,Q
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519,1,2,"Angle, Mrs. William A (Florence ""Mary"" Agnes Hughes)",female,36,1,0,226875,26,,S
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520,0,3,"Pavlovic, Mr. Stefo",male,32,0,0,349242,7.8958,,S
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521,1,1,"Perreault, Miss. Anne",female,30,0,0,12749,93.5,B73,S
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522,0,3,"Vovk, Mr. Janko",male,22,0,0,349252,7.8958,,S
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523,0,3,"Lahoud, Mr. Sarkis",male,,0,0,2624,7.225,,C
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524,1,1,"Hippach, Mrs. Louis Albert (Ida Sophia Fischer)",female,44,0,1,111361,57.9792,B18,C
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525,0,3,"Kassem, Mr. Fared",male,,0,0,2700,7.2292,,C
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526,0,3,"Farrell, Mr. James",male,40.5,0,0,367232,7.75,,Q
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527,1,2,"Ridsdale, Miss. Lucy",female,50,0,0,W./C. 14258,10.5,,S
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528,0,1,"Farthing, Mr. John",male,,0,0,PC 17483,221.7792,C95,S
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529,0,3,"Salonen, Mr. Johan Werner",male,39,0,0,3101296,7.925,,S
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530,0,2,"Hocking, Mr. Richard George",male,23,2,1,29104,11.5,,S
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531,1,2,"Quick, Miss. Phyllis May",female,2,1,1,26360,26,,S
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532,0,3,"Toufik, Mr. Nakli",male,,0,0,2641,7.2292,,C
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533,0,3,"Elias, Mr. Joseph Jr",male,17,1,1,2690,7.2292,,C
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534,1,3,"Peter, Mrs. Catherine (Catherine Rizk)",female,,0,2,2668,22.3583,,C
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535,0,3,"Cacic, Miss. Marija",female,30,0,0,315084,8.6625,,S
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536,1,2,"Hart, Miss. Eva Miriam",female,7,0,2,F.C.C. 13529,26.25,,S
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537,0,1,"Butt, Major. Archibald Willingham",male,45,0,0,113050,26.55,B38,S
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538,1,1,"LeRoy, Miss. Bertha",female,30,0,0,PC 17761,106.425,,C
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539,0,3,"Risien, Mr. Samuel Beard",male,,0,0,364498,14.5,,S
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540,1,1,"Frolicher, Miss. Hedwig Margaritha",female,22,0,2,13568,49.5,B39,C
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541,1,1,"Crosby, Miss. Harriet R",female,36,0,2,WE/P 5735,71,B22,S
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542,0,3,"Andersson, Miss. Ingeborg Constanzia",female,9,4,2,347082,31.275,,S
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543,0,3,"Andersson, Miss. Sigrid Elisabeth",female,11,4,2,347082,31.275,,S
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544,1,2,"Beane, Mr. Edward",male,32,1,0,2908,26,,S
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545,0,1,"Douglas, Mr. Walter Donald",male,50,1,0,PC 17761,106.425,C86,C
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546,0,1,"Nicholson, Mr. Arthur Ernest",male,64,0,0,693,26,,S
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547,1,2,"Beane, Mrs. Edward (Ethel Clarke)",female,19,1,0,2908,26,,S
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548,1,2,"Padro y Manent, Mr. Julian",male,,0,0,SC/PARIS 2146,13.8625,,C
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549,0,3,"Goldsmith, Mr. Frank John",male,33,1,1,363291,20.525,,S
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550,1,2,"Davies, Master. John Morgan Jr",male,8,1,1,C.A. 33112,36.75,,S
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551,1,1,"Thayer, Mr. John Borland Jr",male,17,0,2,17421,110.8833,C70,C
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552,0,2,"Sharp, Mr. Percival James R",male,27,0,0,244358,26,,S
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553,0,3,"O'Brien, Mr. Timothy",male,,0,0,330979,7.8292,,Q
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554,1,3,"Leeni, Mr. Fahim (""Philip Zenni"")",male,22,0,0,2620,7.225,,C
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555,1,3,"Ohman, Miss. Velin",female,22,0,0,347085,7.775,,S
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556,0,1,"Wright, Mr. George",male,62,0,0,113807,26.55,,S
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557,1,1,"Duff Gordon, Lady. (Lucille Christiana Sutherland) (""Mrs Morgan"")",female,48,1,0,11755,39.6,A16,C
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558,0,1,"Robbins, Mr. Victor",male,,0,0,PC 17757,227.525,,C
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559,1,1,"Taussig, Mrs. Emil (Tillie Mandelbaum)",female,39,1,1,110413,79.65,E67,S
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560,1,3,"de Messemaeker, Mrs. Guillaume Joseph (Emma)",female,36,1,0,345572,17.4,,S
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561,0,3,"Morrow, Mr. Thomas Rowan",male,,0,0,372622,7.75,,Q
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562,0,3,"Sivic, Mr. Husein",male,40,0,0,349251,7.8958,,S
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563,0,2,"Norman, Mr. Robert Douglas",male,28,0,0,218629,13.5,,S
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564,0,3,"Simmons, Mr. John",male,,0,0,SOTON/OQ 392082,8.05,,S
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565,0,3,"Meanwell, Miss. (Marion Ogden)",female,,0,0,SOTON/O.Q. 392087,8.05,,S
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566,0,3,"Davies, Mr. Alfred J",male,24,2,0,A/4 48871,24.15,,S
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567,0,3,"Stoytcheff, Mr. Ilia",male,19,0,0,349205,7.8958,,S
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568,0,3,"Palsson, Mrs. Nils (Alma Cornelia Berglund)",female,29,0,4,349909,21.075,,S
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569,0,3,"Doharr, Mr. Tannous",male,,0,0,2686,7.2292,,C
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570,1,3,"Jonsson, Mr. Carl",male,32,0,0,350417,7.8542,,S
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571,1,2,"Harris, Mr. George",male,62,0,0,S.W./PP 752,10.5,,S
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572,1,1,"Appleton, Mrs. Edward Dale (Charlotte Lamson)",female,53,2,0,11769,51.4792,C101,S
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573,1,1,"Flynn, Mr. John Irwin (""Irving"")",male,36,0,0,PC 17474,26.3875,E25,S
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574,1,3,"Kelly, Miss. Mary",female,,0,0,14312,7.75,,Q
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575,0,3,"Rush, Mr. Alfred George John",male,16,0,0,A/4. 20589,8.05,,S
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576,0,3,"Patchett, Mr. George",male,19,0,0,358585,14.5,,S
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577,1,2,"Garside, Miss. Ethel",female,34,0,0,243880,13,,S
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578,1,1,"Silvey, Mrs. William Baird (Alice Munger)",female,39,1,0,13507,55.9,E44,S
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579,0,3,"Caram, Mrs. Joseph (Maria Elias)",female,,1,0,2689,14.4583,,C
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580,1,3,"Jussila, Mr. Eiriik",male,32,0,0,STON/O 2. 3101286,7.925,,S
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581,1,2,"Christy, Miss. Julie Rachel",female,25,1,1,237789,30,,S
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582,1,1,"Thayer, Mrs. John Borland (Marian Longstreth Morris)",female,39,1,1,17421,110.8833,C68,C
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583,0,2,"Downton, Mr. William James",male,54,0,0,28403,26,,S
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584,0,1,"Ross, Mr. John Hugo",male,36,0,0,13049,40.125,A10,C
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585,0,3,"Paulner, Mr. Uscher",male,,0,0,3411,8.7125,,C
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586,1,1,"Taussig, Miss. Ruth",female,18,0,2,110413,79.65,E68,S
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587,0,2,"Jarvis, Mr. John Denzil",male,47,0,0,237565,15,,S
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588,1,1,"Frolicher-Stehli, Mr. Maxmillian",male,60,1,1,13567,79.2,B41,C
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589,0,3,"Gilinski, Mr. Eliezer",male,22,0,0,14973,8.05,,S
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590,0,3,"Murdlin, Mr. Joseph",male,,0,0,A./5. 3235,8.05,,S
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591,0,3,"Rintamaki, Mr. Matti",male,35,0,0,STON/O 2. 3101273,7.125,,S
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592,1,1,"Stephenson, Mrs. Walter Bertram (Martha Eustis)",female,52,1,0,36947,78.2667,D20,C
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593,0,3,"Elsbury, Mr. William James",male,47,0,0,A/5 3902,7.25,,S
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594,0,3,"Bourke, Miss. Mary",female,,0,2,364848,7.75,,Q
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595,0,2,"Chapman, Mr. John Henry",male,37,1,0,SC/AH 29037,26,,S
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596,0,3,"Van Impe, Mr. Jean Baptiste",male,36,1,1,345773,24.15,,S
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597,1,2,"Leitch, Miss. Jessie Wills",female,,0,0,248727,33,,S
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598,0,3,"Johnson, Mr. Alfred",male,49,0,0,LINE,0,,S
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599,0,3,"Boulos, Mr. Hanna",male,,0,0,2664,7.225,,C
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600,1,1,"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")",male,49,1,0,PC 17485,56.9292,A20,C
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601,1,2,"Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)",female,24,2,1,243847,27,,S
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602,0,3,"Slabenoff, Mr. Petco",male,,0,0,349214,7.8958,,S
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603,0,1,"Harrington, Mr. Charles H",male,,0,0,113796,42.4,,S
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604,0,3,"Torber, Mr. Ernst William",male,44,0,0,364511,8.05,,S
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605,1,1,"Homer, Mr. Harry (""Mr E Haven"")",male,35,0,0,111426,26.55,,C
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606,0,3,"Lindell, Mr. Edvard Bengtsson",male,36,1,0,349910,15.55,,S
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607,0,3,"Karaic, Mr. Milan",male,30,0,0,349246,7.8958,,S
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608,1,1,"Daniel, Mr. Robert Williams",male,27,0,0,113804,30.5,,S
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609,1,2,"Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)",female,22,1,2,SC/Paris 2123,41.5792,,C
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610,1,1,"Shutes, Miss. Elizabeth W",female,40,0,0,PC 17582,153.4625,C125,S
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611,0,3,"Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)",female,39,1,5,347082,31.275,,S
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612,0,3,"Jardin, Mr. Jose Neto",male,,0,0,SOTON/O.Q. 3101305,7.05,,S
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613,1,3,"Murphy, Miss. Margaret Jane",female,,1,0,367230,15.5,,Q
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614,0,3,"Horgan, Mr. John",male,,0,0,370377,7.75,,Q
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615,0,3,"Brocklebank, Mr. William Alfred",male,35,0,0,364512,8.05,,S
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616,1,2,"Herman, Miss. Alice",female,24,1,2,220845,65,,S
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617,0,3,"Danbom, Mr. Ernst Gilbert",male,34,1,1,347080,14.4,,S
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618,0,3,"Lobb, Mrs. William Arthur (Cordelia K Stanlick)",female,26,1,0,A/5. 3336,16.1,,S
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619,1,2,"Becker, Miss. Marion Louise",female,4,2,1,230136,39,F4,S
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620,0,2,"Gavey, Mr. Lawrence",male,26,0,0,31028,10.5,,S
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621,0,3,"Yasbeck, Mr. Antoni",male,27,1,0,2659,14.4542,,C
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622,1,1,"Kimball, Mr. Edwin Nelson Jr",male,42,1,0,11753,52.5542,D19,S
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623,1,3,"Nakid, Mr. Sahid",male,20,1,1,2653,15.7417,,C
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624,0,3,"Hansen, Mr. Henry Damsgaard",male,21,0,0,350029,7.8542,,S
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625,0,3,"Bowen, Mr. David John ""Dai""",male,21,0,0,54636,16.1,,S
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626,0,1,"Sutton, Mr. Frederick",male,61,0,0,36963,32.3208,D50,S
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627,0,2,"Kirkland, Rev. Charles Leonard",male,57,0,0,219533,12.35,,Q
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628,1,1,"Longley, Miss. Gretchen Fiske",female,21,0,0,13502,77.9583,D9,S
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629,0,3,"Bostandyeff, Mr. Guentcho",male,26,0,0,349224,7.8958,,S
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630,0,3,"O'Connell, Mr. Patrick D",male,,0,0,334912,7.7333,,Q
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631,1,1,"Barkworth, Mr. Algernon Henry Wilson",male,80,0,0,27042,30,A23,S
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632,0,3,"Lundahl, Mr. Johan Svensson",male,51,0,0,347743,7.0542,,S
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633,1,1,"Stahelin-Maeglin, Dr. Max",male,32,0,0,13214,30.5,B50,C
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636,1,2,"Davis, Miss. Mary",female,28,0,0,237668,13,,S
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637,0,3,"Leinonen, Mr. Antti Gustaf",male,32,0,0,STON/O 2. 3101292,7.925,,S
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638,0,2,"Collyer, Mr. Harvey",male,31,1,1,C.A. 31921,26.25,,S
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639,0,3,"Panula, Mrs. Juha (Maria Emilia Ojala)",female,41,0,5,3101295,39.6875,,S
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640,0,3,"Thorneycroft, Mr. Percival",male,,1,0,376564,16.1,,S
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644,1,3,"Foo, Mr. Choong",male,,0,0,1601,56.4958,,S
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645,1,3,"Baclini, Miss. Eugenie",female,0.75,2,1,2666,19.2583,,C
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646,1,1,"Harper, Mr. Henry Sleeper",male,48,1,0,PC 17572,76.7292,D33,C
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647,0,3,"Cor, Mr. Liudevit",male,19,0,0,349231,7.8958,,S
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648,1,1,"Simonius-Blumer, Col. Oberst Alfons",male,56,0,0,13213,35.5,A26,C
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649,0,3,"Willey, Mr. Edward",male,,0,0,S.O./P.P. 751,7.55,,S
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650,1,3,"Stanley, Miss. Amy Zillah Elsie",female,23,0,0,CA. 2314,7.55,,S
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651,0,3,"Mitkoff, Mr. Mito",male,,0,0,349221,7.8958,,S
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652,1,2,"Doling, Miss. Elsie",female,18,0,1,231919,23,,S
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653,0,3,"Kalvik, Mr. Johannes Halvorsen",male,21,0,0,8475,8.4333,,S
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654,1,3,"O'Leary, Miss. Hanora ""Norah""",female,,0,0,330919,7.8292,,Q
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655,0,3,"Hegarty, Miss. Hanora ""Nora""",female,18,0,0,365226,6.75,,Q
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656,0,2,"Hickman, Mr. Leonard Mark",male,24,2,0,S.O.C. 14879,73.5,,S
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657,0,3,"Radeff, Mr. Alexander",male,,0,0,349223,7.8958,,S
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658,0,3,"Bourke, Mrs. John (Catherine)",female,32,1,1,364849,15.5,,Q
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659,0,2,"Eitemiller, Mr. George Floyd",male,23,0,0,29751,13,,S
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660,0,1,"Newell, Mr. Arthur Webster",male,58,0,2,35273,113.275,D48,C
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661,1,1,"Frauenthal, Dr. Henry William",male,50,2,0,PC 17611,133.65,,S
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662,0,3,"Badt, Mr. Mohamed",male,40,0,0,2623,7.225,,C
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663,0,1,"Colley, Mr. Edward Pomeroy",male,47,0,0,5727,25.5875,E58,S
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664,0,3,"Coleff, Mr. Peju",male,36,0,0,349210,7.4958,,S
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665,1,3,"Lindqvist, Mr. Eino William",male,20,1,0,STON/O 2. 3101285,7.925,,S
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666,0,2,"Hickman, Mr. Lewis",male,32,2,0,S.O.C. 14879,73.5,,S
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667,0,2,"Butler, Mr. Reginald Fenton",male,25,0,0,234686,13,,S
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668,0,3,"Rommetvedt, Mr. Knud Paust",male,,0,0,312993,7.775,,S
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669,0,3,"Cook, Mr. Jacob",male,43,0,0,A/5 3536,8.05,,S
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670,1,1,"Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)",female,,1,0,19996,52,C126,S
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671,1,2,"Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)",female,40,1,1,29750,39,,S
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672,0,1,"Davidson, Mr. Thornton",male,31,1,0,F.C. 12750,52,B71,S
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673,0,2,"Mitchell, Mr. Henry Michael",male,70,0,0,C.A. 24580,10.5,,S
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674,1,2,"Wilhelms, Mr. Charles",male,31,0,0,244270,13,,S
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675,0,2,"Watson, Mr. Ennis Hastings",male,,0,0,239856,0,,S
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676,0,3,"Edvardsson, Mr. Gustaf Hjalmar",male,18,0,0,349912,7.775,,S
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677,0,3,"Sawyer, Mr. Frederick Charles",male,24.5,0,0,342826,8.05,,S
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678,1,3,"Turja, Miss. Anna Sofia",female,18,0,0,4138,9.8417,,S
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679,0,3,"Goodwin, Mrs. Frederick (Augusta Tyler)",female,43,1,6,CA 2144,46.9,,S
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680,1,1,"Cardeza, Mr. Thomas Drake Martinez",male,36,0,1,PC 17755,512.3292,B51 B53 B55,C
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681,0,3,"Peters, Miss. Katie",female,,0,0,330935,8.1375,,Q
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682,1,1,"Hassab, Mr. Hammad",male,27,0,0,PC 17572,76.7292,D49,C
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683,0,3,"Olsvigen, Mr. Thor Anderson",male,20,0,0,6563,9.225,,S
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684,0,3,"Goodwin, Mr. Charles Edward",male,14,5,2,CA 2144,46.9,,S
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685,0,2,"Brown, Mr. Thomas William Solomon",male,60,1,1,29750,39,,S
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686,0,2,"Laroche, Mr. Joseph Philippe Lemercier",male,25,1,2,SC/Paris 2123,41.5792,,C
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687,0,3,"Panula, Mr. Jaako Arnold",male,14,4,1,3101295,39.6875,,S
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688,0,3,"Dakic, Mr. Branko",male,19,0,0,349228,10.1708,,S
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689,0,3,"Fischer, Mr. Eberhard Thelander",male,18,0,0,350036,7.7958,,S
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690,1,1,"Madill, Miss. Georgette Alexandra",female,15,0,1,24160,211.3375,B5,S
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691,1,1,"Dick, Mr. Albert Adrian",male,31,1,0,17474,57,B20,S
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692,1,3,"Karun, Miss. Manca",female,4,0,1,349256,13.4167,,C
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693,1,3,"Lam, Mr. Ali",male,,0,0,1601,56.4958,,S
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694,0,3,"Saad, Mr. Khalil",male,25,0,0,2672,7.225,,C
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695,0,1,"Weir, Col. John",male,60,0,0,113800,26.55,,S
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696,0,2,"Chapman, Mr. Charles Henry",male,52,0,0,248731,13.5,,S
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697,0,3,"Kelly, Mr. James",male,44,0,0,363592,8.05,,S
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698,1,3,"Mullens, Miss. Katherine ""Katie""",female,,0,0,35852,7.7333,,Q
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699,0,1,"Thayer, Mr. John Borland",male,49,1,1,17421,110.8833,C68,C
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700,0,3,"Humblen, Mr. Adolf Mathias Nicolai Olsen",male,42,0,0,348121,7.65,F G63,S
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701,1,1,"Astor, Mrs. John Jacob (Madeleine Talmadge Force)",female,18,1,0,PC 17757,227.525,C62 C64,C
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702,1,1,"Silverthorne, Mr. Spencer Victor",male,35,0,0,PC 17475,26.2875,E24,S
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703,0,3,"Barbara, Miss. Saiide",female,18,0,1,2691,14.4542,,C
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704,0,3,"Gallagher, Mr. Martin",male,25,0,0,36864,7.7417,,Q
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705,0,3,"Hansen, Mr. Henrik Juul",male,26,1,0,350025,7.8542,,S
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706,0,2,"Morley, Mr. Henry Samuel (""Mr Henry Marshall"")",male,39,0,0,250655,26,,S
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707,1,2,"Kelly, Mrs. Florence ""Fannie""",female,45,0,0,223596,13.5,,S
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708,1,1,"Calderhead, Mr. Edward Pennington",male,42,0,0,PC 17476,26.2875,E24,S
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709,1,1,"Cleaver, Miss. Alice",female,22,0,0,113781,151.55,,S
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710,1,3,"Moubarek, Master. Halim Gonios (""William George"")",male,,1,1,2661,15.2458,,C
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711,1,1,"Mayne, Mlle. Berthe Antonine (""Mrs de Villiers"")",female,24,0,0,PC 17482,49.5042,C90,C
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712,0,1,"Klaber, Mr. Herman",male,,0,0,113028,26.55,C124,S
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713,1,1,"Taylor, Mr. Elmer Zebley",male,48,1,0,19996,52,C126,S
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714,0,3,"Larsson, Mr. August Viktor",male,29,0,0,7545,9.4833,,S
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715,0,2,"Greenberg, Mr. Samuel",male,52,0,0,250647,13,,S
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716,0,3,"Soholt, Mr. Peter Andreas Lauritz Andersen",male,19,0,0,348124,7.65,F G73,S
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717,1,1,"Endres, Miss. Caroline Louise",female,38,0,0,PC 17757,227.525,C45,C
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718,1,2,"Troutt, Miss. Edwina Celia ""Winnie""",female,27,0,0,34218,10.5,E101,S
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719,0,3,"McEvoy, Mr. Michael",male,,0,0,36568,15.5,,Q
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720,0,3,"Johnson, Mr. Malkolm Joackim",male,33,0,0,347062,7.775,,S
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721,1,2,"Harper, Miss. Annie Jessie ""Nina""",female,6,0,1,248727,33,,S
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722,0,3,"Jensen, Mr. Svend Lauritz",male,17,1,0,350048,7.0542,,S
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723,0,2,"Gillespie, Mr. William Henry",male,34,0,0,12233,13,,S
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724,0,2,"Hodges, Mr. Henry Price",male,50,0,0,250643,13,,S
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725,1,1,"Chambers, Mr. Norman Campbell",male,27,1,0,113806,53.1,E8,S
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726,0,3,"Oreskovic, Mr. Luka",male,20,0,0,315094,8.6625,,S
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727,1,2,"Renouf, Mrs. Peter Henry (Lillian Jefferys)",female,30,3,0,31027,21,,S
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728,1,3,"Mannion, Miss. Margareth",female,,0,0,36866,7.7375,,Q
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729,0,2,"Bryhl, Mr. Kurt Arnold Gottfrid",male,25,1,0,236853,26,,S
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730,0,3,"Ilmakangas, Miss. Pieta Sofia",female,25,1,0,STON/O2. 3101271,7.925,,S
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731,1,1,"Allen, Miss. Elisabeth Walton",female,29,0,0,24160,211.3375,B5,S
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732,0,3,"Hassan, Mr. Houssein G N",male,11,0,0,2699,18.7875,,C
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733,0,2,"Knight, Mr. Robert J",male,,0,0,239855,0,,S
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734,0,2,"Berriman, Mr. William John",male,23,0,0,28425,13,,S
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735,0,2,"Troupiansky, Mr. Moses Aaron",male,23,0,0,233639,13,,S
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736,0,3,"Williams, Mr. Leslie",male,28.5,0,0,54636,16.1,,S
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737,0,3,"Ford, Mrs. Edward (Margaret Ann Watson)",female,48,1,3,W./C. 6608,34.375,,S
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738,1,1,"Lesurer, Mr. Gustave J",male,35,0,0,PC 17755,512.3292,B101,C
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739,0,3,"Ivanoff, Mr. Kanio",male,,0,0,349201,7.8958,,S
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740,0,3,"Nankoff, Mr. Minko",male,,0,0,349218,7.8958,,S
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741,1,1,"Hawksford, Mr. Walter James",male,,0,0,16988,30,D45,S
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742,0,1,"Cavendish, Mr. Tyrell William",male,36,1,0,19877,78.85,C46,S
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743,1,1,"Ryerson, Miss. Susan Parker ""Suzette""",female,21,2,2,PC 17608,262.375,B57 B59 B63 B66,C
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744,0,3,"McNamee, Mr. Neal",male,24,1,0,376566,16.1,,S
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745,1,3,"Stranden, Mr. Juho",male,31,0,0,STON/O 2. 3101288,7.925,,S
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746,0,1,"Crosby, Capt. Edward Gifford",male,70,1,1,WE/P 5735,71,B22,S
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747,0,3,"Abbott, Mr. Rossmore Edward",male,16,1,1,C.A. 2673,20.25,,S
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748,1,2,"Sinkkonen, Miss. Anna",female,30,0,0,250648,13,,S
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749,0,1,"Marvin, Mr. Daniel Warner",male,19,1,0,113773,53.1,D30,S
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750,0,3,"Connaghton, Mr. Michael",male,31,0,0,335097,7.75,,Q
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751,1,2,"Wells, Miss. Joan",female,4,1,1,29103,23,,S
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752,1,3,"Moor, Master. Meier",male,6,0,1,392096,12.475,E121,S
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753,0,3,"Vande Velde, Mr. Johannes Joseph",male,33,0,0,345780,9.5,,S
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754,0,3,"Jonkoff, Mr. Lalio",male,23,0,0,349204,7.8958,,S
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755,1,2,"Herman, Mrs. Samuel (Jane Laver)",female,48,1,2,220845,65,,S
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756,1,2,"Hamalainen, Master. Viljo",male,0.67,1,1,250649,14.5,,S
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757,0,3,"Carlsson, Mr. August Sigfrid",male,28,0,0,350042,7.7958,,S
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758,0,2,"Bailey, Mr. Percy Andrew",male,18,0,0,29108,11.5,,S
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759,0,3,"Theobald, Mr. Thomas Leonard",male,34,0,0,363294,8.05,,S
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760,1,1,"Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)",female,33,0,0,110152,86.5,B77,S
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761,0,3,"Garfirth, Mr. John",male,,0,0,358585,14.5,,S
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762,0,3,"Nirva, Mr. Iisakki Antino Aijo",male,41,0,0,SOTON/O2 3101272,7.125,,S
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763,1,3,"Barah, Mr. Hanna Assi",male,20,0,0,2663,7.2292,,C
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764,1,1,"Carter, Mrs. William Ernest (Lucile Polk)",female,36,1,2,113760,120,B96 B98,S
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765,0,3,"Eklund, Mr. Hans Linus",male,16,0,0,347074,7.775,,S
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766,1,1,"Hogeboom, Mrs. John C (Anna Andrews)",female,51,1,0,13502,77.9583,D11,S
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767,0,1,"Brewe, Dr. Arthur Jackson",male,,0,0,112379,39.6,,C
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768,0,3,"Mangan, Miss. Mary",female,30.5,0,0,364850,7.75,,Q
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769,0,3,"Moran, Mr. Daniel J",male,,1,0,371110,24.15,,Q
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770,0,3,"Gronnestad, Mr. Daniel Danielsen",male,32,0,0,8471,8.3625,,S
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771,0,3,"Lievens, Mr. Rene Aime",male,24,0,0,345781,9.5,,S
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772,0,3,"Jensen, Mr. Niels Peder",male,48,0,0,350047,7.8542,,S
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773,0,2,"Mack, Mrs. (Mary)",female,57,0,0,S.O./P.P. 3,10.5,E77,S
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774,0,3,"Elias, Mr. Dibo",male,,0,0,2674,7.225,,C
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775,1,2,"Hocking, Mrs. Elizabeth (Eliza Needs)",female,54,1,3,29105,23,,S
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776,0,3,"Myhrman, Mr. Pehr Fabian Oliver Malkolm",male,18,0,0,347078,7.75,,S
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777,0,3,"Tobin, Mr. Roger",male,,0,0,383121,7.75,F38,Q
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778,1,3,"Emanuel, Miss. Virginia Ethel",female,5,0,0,364516,12.475,,S
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779,0,3,"Kilgannon, Mr. Thomas J",male,,0,0,36865,7.7375,,Q
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780,1,1,"Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)",female,43,0,1,24160,211.3375,B3,S
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781,1,3,"Ayoub, Miss. Banoura",female,13,0,0,2687,7.2292,,C
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782,1,1,"Dick, Mrs. Albert Adrian (Vera Gillespie)",female,17,1,0,17474,57,B20,S
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783,0,1,"Long, Mr. Milton Clyde",male,29,0,0,113501,30,D6,S
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784,0,3,"Johnston, Mr. Andrew G",male,,1,2,W./C. 6607,23.45,,S
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785,0,3,"Ali, Mr. William",male,25,0,0,SOTON/O.Q. 3101312,7.05,,S
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786,0,3,"Harmer, Mr. Abraham (David Lishin)",male,25,0,0,374887,7.25,,S
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787,1,3,"Sjoblom, Miss. Anna Sofia",female,18,0,0,3101265,7.4958,,S
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788,0,3,"Rice, Master. George Hugh",male,8,4,1,382652,29.125,,Q
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789,1,3,"Dean, Master. Bertram Vere",male,1,1,2,C.A. 2315,20.575,,S
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790,0,1,"Guggenheim, Mr. Benjamin",male,46,0,0,PC 17593,79.2,B82 B84,C
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791,0,3,"Keane, Mr. Andrew ""Andy""",male,,0,0,12460,7.75,,Q
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792,0,2,"Gaskell, Mr. Alfred",male,16,0,0,239865,26,,S
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793,0,3,"Sage, Miss. Stella Anna",female,,8,2,CA. 2343,69.55,,S
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794,0,1,"Hoyt, Mr. William Fisher",male,,0,0,PC 17600,30.6958,,C
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795,0,3,"Dantcheff, Mr. Ristiu",male,25,0,0,349203,7.8958,,S
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796,0,2,"Otter, Mr. Richard",male,39,0,0,28213,13,,S
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797,1,1,"Leader, Dr. Alice (Farnham)",female,49,0,0,17465,25.9292,D17,S
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798,1,3,"Osman, Mrs. Mara",female,31,0,0,349244,8.6833,,S
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799,0,3,"Ibrahim Shawah, Mr. Yousseff",male,30,0,0,2685,7.2292,,C
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800,0,3,"Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)",female,30,1,1,345773,24.15,,S
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801,0,2,"Ponesell, Mr. Martin",male,34,0,0,250647,13,,S
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802,1,2,"Collyer, Mrs. Harvey (Charlotte Annie Tate)",female,31,1,1,C.A. 31921,26.25,,S
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803,1,1,"Carter, Master. William Thornton II",male,11,1,2,113760,120,B96 B98,S
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804,1,3,"Thomas, Master. Assad Alexander",male,0.42,0,1,2625,8.5167,,C
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805,1,3,"Hedman, Mr. Oskar Arvid",male,27,0,0,347089,6.975,,S
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806,0,3,"Johansson, Mr. Karl Johan",male,31,0,0,347063,7.775,,S
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807,0,1,"Andrews, Mr. Thomas Jr",male,39,0,0,112050,0,A36,S
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808,0,3,"Pettersson, Miss. Ellen Natalia",female,18,0,0,347087,7.775,,S
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809,0,2,"Meyer, Mr. August",male,39,0,0,248723,13,,S
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810,1,1,"Chambers, Mrs. Norman Campbell (Bertha Griggs)",female,33,1,0,113806,53.1,E8,S
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811,0,3,"Alexander, Mr. William",male,26,0,0,3474,7.8875,,S
|
||||
812,0,3,"Lester, Mr. James",male,39,0,0,A/4 48871,24.15,,S
|
||||
813,0,2,"Slemen, Mr. Richard James",male,35,0,0,28206,10.5,,S
|
||||
814,0,3,"Andersson, Miss. Ebba Iris Alfrida",female,6,4,2,347082,31.275,,S
|
||||
815,0,3,"Tomlin, Mr. Ernest Portage",male,30.5,0,0,364499,8.05,,S
|
||||
816,0,1,"Fry, Mr. Richard",male,,0,0,112058,0,B102,S
|
||||
817,0,3,"Heininen, Miss. Wendla Maria",female,23,0,0,STON/O2. 3101290,7.925,,S
|
||||
818,0,2,"Mallet, Mr. Albert",male,31,1,1,S.C./PARIS 2079,37.0042,,C
|
||||
819,0,3,"Holm, Mr. John Fredrik Alexander",male,43,0,0,C 7075,6.45,,S
|
||||
820,0,3,"Skoog, Master. Karl Thorsten",male,10,3,2,347088,27.9,,S
|
||||
821,1,1,"Hays, Mrs. Charles Melville (Clara Jennings Gregg)",female,52,1,1,12749,93.5,B69,S
|
||||
822,1,3,"Lulic, Mr. Nikola",male,27,0,0,315098,8.6625,,S
|
||||
823,0,1,"Reuchlin, Jonkheer. John George",male,38,0,0,19972,0,,S
|
||||
824,1,3,"Moor, Mrs. (Beila)",female,27,0,1,392096,12.475,E121,S
|
||||
825,0,3,"Panula, Master. Urho Abraham",male,2,4,1,3101295,39.6875,,S
|
||||
826,0,3,"Flynn, Mr. John",male,,0,0,368323,6.95,,Q
|
||||
827,0,3,"Lam, Mr. Len",male,,0,0,1601,56.4958,,S
|
||||
828,1,2,"Mallet, Master. Andre",male,1,0,2,S.C./PARIS 2079,37.0042,,C
|
||||
829,1,3,"McCormack, Mr. Thomas Joseph",male,,0,0,367228,7.75,,Q
|
||||
830,1,1,"Stone, Mrs. George Nelson (Martha Evelyn)",female,62,0,0,113572,80,B28,
|
||||
831,1,3,"Yasbeck, Mrs. Antoni (Selini Alexander)",female,15,1,0,2659,14.4542,,C
|
||||
832,1,2,"Richards, Master. George Sibley",male,0.83,1,1,29106,18.75,,S
|
||||
833,0,3,"Saad, Mr. Amin",male,,0,0,2671,7.2292,,C
|
||||
834,0,3,"Augustsson, Mr. Albert",male,23,0,0,347468,7.8542,,S
|
||||
835,0,3,"Allum, Mr. Owen George",male,18,0,0,2223,8.3,,S
|
||||
836,1,1,"Compton, Miss. Sara Rebecca",female,39,1,1,PC 17756,83.1583,E49,C
|
||||
837,0,3,"Pasic, Mr. Jakob",male,21,0,0,315097,8.6625,,S
|
||||
838,0,3,"Sirota, Mr. Maurice",male,,0,0,392092,8.05,,S
|
||||
839,1,3,"Chip, Mr. Chang",male,32,0,0,1601,56.4958,,S
|
||||
840,1,1,"Marechal, Mr. Pierre",male,,0,0,11774,29.7,C47,C
|
||||
841,0,3,"Alhomaki, Mr. Ilmari Rudolf",male,20,0,0,SOTON/O2 3101287,7.925,,S
|
||||
842,0,2,"Mudd, Mr. Thomas Charles",male,16,0,0,S.O./P.P. 3,10.5,,S
|
||||
843,1,1,"Serepeca, Miss. Augusta",female,30,0,0,113798,31,,C
|
||||
844,0,3,"Lemberopolous, Mr. Peter L",male,34.5,0,0,2683,6.4375,,C
|
||||
845,0,3,"Culumovic, Mr. Jeso",male,17,0,0,315090,8.6625,,S
|
||||
846,0,3,"Abbing, Mr. Anthony",male,42,0,0,C.A. 5547,7.55,,S
|
||||
847,0,3,"Sage, Mr. Douglas Bullen",male,,8,2,CA. 2343,69.55,,S
|
||||
848,0,3,"Markoff, Mr. Marin",male,35,0,0,349213,7.8958,,C
|
||||
849,0,2,"Harper, Rev. John",male,28,0,1,248727,33,,S
|
||||
850,1,1,"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)",female,,1,0,17453,89.1042,C92,C
|
||||
851,0,3,"Andersson, Master. Sigvard Harald Elias",male,4,4,2,347082,31.275,,S
|
||||
852,0,3,"Svensson, Mr. Johan",male,74,0,0,347060,7.775,,S
|
||||
853,0,3,"Boulos, Miss. Nourelain",female,9,1,1,2678,15.2458,,C
|
||||
854,1,1,"Lines, Miss. Mary Conover",female,16,0,1,PC 17592,39.4,D28,S
|
||||
855,0,2,"Carter, Mrs. Ernest Courtenay (Lilian Hughes)",female,44,1,0,244252,26,,S
|
||||
856,1,3,"Aks, Mrs. Sam (Leah Rosen)",female,18,0,1,392091,9.35,,S
|
||||
857,1,1,"Wick, Mrs. George Dennick (Mary Hitchcock)",female,45,1,1,36928,164.8667,,S
|
||||
858,1,1,"Daly, Mr. Peter Denis ",male,51,0,0,113055,26.55,E17,S
|
||||
859,1,3,"Baclini, Mrs. Solomon (Latifa Qurban)",female,24,0,3,2666,19.2583,,C
|
||||
860,0,3,"Razi, Mr. Raihed",male,,0,0,2629,7.2292,,C
|
||||
861,0,3,"Hansen, Mr. Claus Peter",male,41,2,0,350026,14.1083,,S
|
||||
862,0,2,"Giles, Mr. Frederick Edward",male,21,1,0,28134,11.5,,S
|
||||
863,1,1,"Swift, Mrs. Frederick Joel (Margaret Welles Barron)",female,48,0,0,17466,25.9292,D17,S
|
||||
864,0,3,"Sage, Miss. Dorothy Edith ""Dolly""",female,,8,2,CA. 2343,69.55,,S
|
||||
865,0,2,"Gill, Mr. John William",male,24,0,0,233866,13,,S
|
||||
866,1,2,"Bystrom, Mrs. (Karolina)",female,42,0,0,236852,13,,S
|
||||
867,1,2,"Duran y More, Miss. Asuncion",female,27,1,0,SC/PARIS 2149,13.8583,,C
|
||||
868,0,1,"Roebling, Mr. Washington Augustus II",male,31,0,0,PC 17590,50.4958,A24,S
|
||||
869,0,3,"van Melkebeke, Mr. Philemon",male,,0,0,345777,9.5,,S
|
||||
870,1,3,"Johnson, Master. Harold Theodor",male,4,1,1,347742,11.1333,,S
|
||||
871,0,3,"Balkic, Mr. Cerin",male,26,0,0,349248,7.8958,,S
|
||||
872,1,1,"Beckwith, Mrs. Richard Leonard (Sallie Monypeny)",female,47,1,1,11751,52.5542,D35,S
|
||||
873,0,1,"Carlsson, Mr. Frans Olof",male,33,0,0,695,5,B51 B53 B55,S
|
||||
874,0,3,"Vander Cruyssen, Mr. Victor",male,47,0,0,345765,9,,S
|
||||
875,1,2,"Abelson, Mrs. Samuel (Hannah Wizosky)",female,28,1,0,P/PP 3381,24,,C
|
||||
876,1,3,"Najib, Miss. Adele Kiamie ""Jane""",female,15,0,0,2667,7.225,,C
|
||||
877,0,3,"Gustafsson, Mr. Alfred Ossian",male,20,0,0,7534,9.8458,,S
|
||||
878,0,3,"Petroff, Mr. Nedelio",male,19,0,0,349212,7.8958,,S
|
||||
879,0,3,"Laleff, Mr. Kristo",male,,0,0,349217,7.8958,,S
|
||||
880,1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583,C50,C
|
||||
881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25,0,1,230433,26,,S
|
||||
882,0,3,"Markun, Mr. Johann",male,33,0,0,349257,7.8958,,S
|
||||
883,0,3,"Dahlberg, Miss. Gerda Ulrika",female,22,0,0,7552,10.5167,,S
|
||||
884,0,2,"Banfield, Mr. Frederick James",male,28,0,0,C.A./SOTON 34068,10.5,,S
|
||||
885,0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.05,,S
|
||||
886,0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.125,,Q
|
||||
887,0,2,"Montvila, Rev. Juozas",male,27,0,0,211536,13,,S
|
||||
888,1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30,B42,S
|
||||
889,0,3,"Johnston, Miss. Catherine Helen ""Carrie""",female,,1,2,W./C. 6607,23.45,,S
|
||||
890,1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30,C148,C
|
||||
891,0,3,"Dooley, Mr. Patrick",male,32,0,0,370376,7.75,,Q
|
||||
|
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Reference in New Issue
Block a user