Design an interactive data visualization system to explore and communicate insights from a 50-dimensional dataset containing 1 million records related to customer behavior. Explain your choices for: dimensionality reduction techniques, visual encoding methods, interaction design, color palettes for accessibility, and performance optimization strategies for large data rendering. Discuss how your design balances exploratory and explanatory visualization needs.