Basic Data Exploration and Analysis of Titanic Dataset
Let's start by performing some basic data exploration and analysis to gain insights into the demographics of passengers onboard the Titanic. This involves tasks such as data cleaning, visualization, and basic statistical analysis to understand various aspects of the passengers, such as their demographics, ticket fares, and family relations. We'll also handle missing values effectively using various techniques in Python.
Steps to be performed:
- Data Cleaning: Handle missing values and correct data types.
- Data Visualization: Visualize the demographics and other aspects of the passengers.
- Statistical Analysis: Perform basic statistical analysis to gain insights.
Let's start with data cleaning.