Skip to content

Exploratory Data Analysis of the Titanic dataset: data cleaning, visualizations, and insights for predictive modeling.

License

Notifications You must be signed in to change notification settings

MonarchofCoding/Titanic-Data-Analysis

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Titanic Data Analysis Project

This repository contains a complete Exploratory Data Analysis (EDA) of the Titanic dataset. It includes:

  • Data cleaning and handling missing values
  • Outliars by boxplot
  • handling redundant features
  • histogram analysis
  • Categorical analysis with groupby and countplots
  • data transformation
  • Correlation matrix and insights
  • A fully processed CSV ready for modeling

Tools used: Python, Pandas, Seaborn, Matplotlib data source:finlatics.com

About

Exploratory Data Analysis of the Titanic dataset: data cleaning, visualizations, and insights for predictive modeling.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published