Data analysis presents new challenges with the ever-growing volume and variety of data available. Traditional methods often struggle to efficiently analyze this deluge of information. IDLIX, a novel approach, emerges as a promising solution by harnessing advanced algorithms and techniques to uncoverinsights within complex datasets. With its modular