EDA involves using visualizations to gain insights from data. Through charts, graphs, and plots, EDA allows analysts to understand patterns, relationships, and distributions in the data. Visualizations help identify outliers, trends, and correlations, providing a comprehensive overview of the dataset. By visually exploring the data, EDA enables informed decision-making, hypothesis generation, and the discovery of valuable insights that drive further analysis and modeling.
Data science projects transform raw data into actionable insights, driving informed decision-making and unlocking valuable opportunities for businesses.