How do you choose the right visualization for your data?

Explanation

The best plot depends on your data type and the story you want to tell. Here’s a quick guide:

Goal	Recommended Plots
Show distribution	Histogram, Density Plot, Boxplot, Violin Plot
Compare categories or groups	Bar Plot, Dot Plot, Swarm Plot, Boxplot
Explore relationships	Scatter Plot, Line Plot, Pair Plot
Visualize proportions	Pie Chart, Donut Chart, Treemap
Show set overlaps	Venn Diagram, UpSet Plot
Display trends or time series	Line Plot, Area Chart

✅ Tips: - Favor bar plots over pie charts for comparison clarity
- Use hue/grouping to show categorical differences
- Keep visuals clean — simplicity improves insight

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