Titanic Analysis Project

# Titanic EDA Report

## Overview

The dataset contains information about passengers on the Titanic, focusing on survival analysis.

## Key Findings:

- **Overall Survival Rate:** ~26.31% survived, 73.87% did not.

- **Gender:** Women had significantly higher survival rates than men.

- **Passenger Class:** 1st class passengers had higher survival rates, while 3rd class had the lowest.

- **Embarked:** Most passengers embarked from Southampton, with no clear impact on survival.

- **Age:** Passengers aged 20-40 formed the majority; children had a slight survival advantage.

- **Fare:** Higher fares were slightly associated with higher survival chances.

- **Family:** Passengers with small families (1-2 members) had better survival rates.

- **Correlation:** Fare had a weak positive correlation with survival; age showed minimal correlation