Titanic Classification Binary

The dataset contains the following columns:

• PassengerId: an identification number for each passenger. Data type is irrelevant as this column has no prediction capability.
• Name: The passenger’s name. Data type is irrelevant as this column has no prediction capability.
• SibSp: The number of siblings or spouses traveling with the passenger on board. Data type is categorical.
• Parch: Number of parents or children aboard traveling with the passenger. Data type is categorical.
• Fare: Amount paid for the ticket. Data type is decimal as fare means and amount.
• Cabin: The passenger’s assigned cabin number. Data type is irrelevant as this column has no prediction capability.
• Pclass: Travel class (can be 0, 1, 2, or 3). Data type is categorical.
• Embarked: Departure port. Data type is categorical.
• Age: Passenger Age. The data type is decimal, just as the fare relates to a quantity.
• Sex: male or female. Data type is categorical.
• Ticket: Ticket number. Data type is irrelevant as this column has no prediction capability.
• Survived: Whether or not passenger survived. Data type is categorical. TARGET