Introduction
Advanced visuals help you see patterns and details that simple charts might miss. They make complex data easier to understand and help you find important insights faster.
When you want to compare multiple data points in one view, like sales by region and product category.
When you need to show trends over time with more detail, such as seasonal sales changes.
When your data has many categories and you want to avoid clutter in simple charts.
When you want to highlight outliers or unusual data points clearly.
When you need interactive visuals that let users explore data by clicking or filtering.