Python: Exploratory Data Analysis (EDA) Techniques

A Comprehensive Guide with Code Examples

Exploratory Data Analysis (EDA) is an essential preliminary step that enables analysts to understand the structure, characteristics, and patterns within a dataset. Through visualizations, statistical summaries, and data transformations, EDA provides insights that guide subsequent analysis and modeling. In this article, we’ll delve into various EDA techniques using Python, showcasing code examples along the way.