The following notebook contains a series of Python operations aimed at performing exploratory data analysis on the Titanic Survivors Dataset.
This script aims to answer the following question:
- Would it be possible to determine whether a Titanic passenger survived?
Dataset: https://www.kaggle.com/competitions/titanic/data
The dataset columns are:
- Passenger ID: Unique number for each passenger.
- Survived: Did the passenger survive? (0 = No, 1 = Yes).
- Pclass: Passenger class (1 = First class, 2 = Second class, 3 = Third class).
- Name: Passenger name.
- Sex: Passenger gender.
- Age: Passenger age.
- SibSp: Number of siblings/spouse aboard the Titanic.
- Parch: Number of parents/children aboard the Titanic.
- Ticket: Ticket number.
- Fare: Price of the ticket.
- Cabin: Cabin number.
- Embarked: Port of embarkation (C = Cherbourg, Q = Queenstown, S = Southampton).