Data purity is a primary condition for effective data visualization. You can’t appropriately select techniques for data visualization and get actionable insights if data is messy and unstructured. And the proper choice of techniques and tools depends on the type of dashboard according to the decision-making level of a person who will use it — a C-suite, department leader, or an ordinary employee.