Data analysis is a crucial step in uncovering valuable insights from data. Exploratory Data Analysis (EDA) is an essential part of this process, allowing analysts to summarize key characteristics, identify patterns, and detect anomalies. By visualizing and summarizing data, EDA helps uncover trends and outliers that might be missed when looking at raw data alone. This step also enables the assessment of data quality, generation of hypotheses, and selection of suitable models.

Source: https://dev.to/austine_baraka_19b857f186/understanding-your-data-the-essentials-of-exploratory-data-analysis-46fl