Learn what error bars represent in scientific data visualization. Understand key differences between standard deviation (SD), standard error (SE), and confidence intervals (CI) with practical examples. Discover how to interpret variability, avoid common pitfalls, and apply best practices for accurate data presentation in research and business contexts.