Data Analysis

  Introduction The Titanic Passenger Dataset is an invaluable resource for data research, containing information on passengers aboard the ill-fated ship. This study seeks to provide a preliminary overview of the dataset, highlighting initial insights and suggesting future research possibilities. Observations Class and Survival: It indicates that first-class passengers have a greater survival rate. This could represent the historical backdrop of the time, in which social position influenced access to lifeboats. Gender and Survival: Women appear to have a higher survival rate than men. This could be attributable to the "women and children first" approach used during the evacuation. Age and Survival: Survival rates for younger passengers, particularly children, vary, probably due to prioritization in rescue efforts. Missing Data: The dataset has missing values, particularly in the 'Age' and 'Cabin' columns, which may affect the accuracy of any analysis performed....