Insight is a deep, often sudden understanding of a complex problem or situation, providing a new perspective. It's different from simple data because it involves understanding the "why" behind something. The phrase "insight into" is generally preferred over "insight about" for expressing a deeper understanding, as in "gain insight into human nature".