EDA

Exploratory Data Analysis (EDA) is the process of examining and understanding data before making any decisions or models. It involves visualizing data through charts and graphs, and calculating summary statistics to identify patterns, trends, and anomalies. EDA helps uncover insights, check data quality, and determine the most appropriate methods for further analysis. Think of it as getting to know your data, ensuring you understand its story before drawing conclusions or building predictions. This step is crucial in data analysis to make informed, accurate decisions.