Titanic Data Analysis Project

Overview

This project analyzes the Titanic dataset using Python and pandas.

What I Did

• Loaded the Titanic dataset
• Checked missing values
• Cleaned missing data
• Renamed columns
• Created a new feature called family_size
• Exported the cleaned dataset

Tools Used

• Python
• Pandas

Files

• titanic_analysis.py
• cleaned_titanic.csv

Key Insights

• Females had a significantly higher survival rate than males
• First-class passengers had higher survival rates compared to lower classes
• Age and family size had an impact on survival probability