Visual data mining is a research field and methodological approach that integrates automated data analysis techniques with interactive visualization to explore and analyze large datasets. It leverages human perceptual and cognitive capabilities to identify patterns, trends, and anomalies, providing a powerful means for discovering insights and validating hypotheses, especially in complex, high-dimensional data spaces.