Dataset Description

No.	Field Name	Description
1	Passenger Class	The passenger’s class (1 = First class, 2 = Second class, 3 = Third class).
2	Survived	Whether the passenger survived (0 = No, 1 = Yes).
3	Name	The passenger’s name.
4	Sex	The passenger’s gender (Male or Female).
5	Age	The passenger’s age in years.
6	SibSp	The number of siblings/spouses aboard the Titanic.
7	Parch	The number of parents/children aboard the Titanic.
8	Ticket	The passenger’s ticket number.
9	Fare	The fare paid by the passenger.
10	Cabin	The cabin number occupied by the passenger.
11	Embarked	The port of embarkation (C = Cherbourg, Q = Queenstown, S = Southampton).
12	Boat	Lifeboat
13	Body	Body number (if did not survive and body was recovered)
14	Home_dest	Destination

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How to run

Dependencies

To run the code, it's necessary to have the following packages:

• Pandas
• Numpy
• Matplotlib
• Seaborn
• Scikit-learn
• imbalanced-learn

Installing the packages can be done by running pip install <Package-Name>

Running the code

To run the code, execute each notebook cell in order or press the button run all to run all cells at order.