A dataset requires an analysis for investigating and discovering abnormalities.

Exploratory Data Analysis (EDA) is a technique used tosummarize the main characteristics of a dataset. It often involves using graphical representations and statistical summaries to uncover patterns, relationships, and anomalies in the data. Analysts perform EDA to detect outliers, missing values, and trends before proceeding with deeper data processing and modeling​.