Artificial Intelligence & Machine Learning

Data Visualization

Definition

Data visualization is the graphical representation of information and data. By using visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends, outliers, and patterns in data.

Why It Matters

Data visualization is a powerful tool for both exploring data and communicating findings. A good visualization can reveal insights that would be difficult to spot in a table of raw numbers and can make complex data understandable to a wide audience.

Contextual Example

A business analyst creates a bar chart to compare sales across different regions and a line chart to show sales trends over time. These visualizations make it easy for executives to understand the company's performance.

Common Misunderstandings

  • In Python, libraries like Matplotlib, Seaborn, and Plotly are commonly used for data visualization.
  • Effective data visualization is both an art and a science.

Last Updated: December 17, 2025