Grouped bar charts work best with:

• Discrete categories (e.g., Site A, Soil Type B, Alloy C)
• Multi-variable snapshots (e.g., Lead, Arsenic, Mercury across sites)
• Nested categorical data (e.g., Pre-treatment vs. Post-treatment within each project site)

They are not ideal for continuous time-series data.