In the context of developing a machine learning model for a financial services company, you are tasked with selecting a Python library for advanced data visualization to explore and present the dataset's underlying patterns and correlations. The library should be built on top of Matplotlib to ensure compatibility with existing codebases and offer advanced statistical graphics capabilities for insightful data exploration. Considering the need for high-quality visualizations that can reveal complex relationships in the data, which of the following libraries would you choose? (Choose one correct option)