jonad / titanic_survival Goto Github PK

This project requires Python 2.7 and the following Python libraries installed:

• NumPy
• Pandas
• matplotlib
• scikit-learn
• Jupyter Notebook

Navigate to the top-level project directory titanic_survival_exploration/ and run one of the following commands:

jupyter notebook titanic_survival_exploration.ipynb

or

ipython notebook titanic_survival_exploration.ipynb

The dataset used in this project is included as titanic_data.csv.

Features

• pclass : Passenger Class (1 = 1st; 2 = 2nd; 3 = 3rd)
• name : Name
• sex : Sex
• age : Age
• sibsp : Number of Siblings/Spouses Aboard
• parch : Number of Parents/Children Aboard
• ticket : Ticket Number
• fare : Passenger Fare
• cabin : Cabin
• embarked : Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)

Target Variable

• survival : Survival (0 = No; 1 = Yes)