Titanic survivors data set

This notebook uses the classic Titanic survivors data set to predict survival of passengers.

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Data dictionary

Features

• PassengerId: integer, Id given to the passenger
• Pclass: integer, class of the passenger
• Name: string, name of the passenger
• Sex: string, sex of the passenger
• Age: float, age of the passenger
• SibSp: integer, number of siblings or spouses aboard
• Parch: integer, number of parents or children aboard
• Ticket: string, ticket number
• Fare: float, passenger fare
• Cabin: string, cabin
• Embarked: string, port of embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)

Target variable

• Survived: integer, wheter or not passenger survived (0 = No, 1 = Yes)