Titanic_analysis

# 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