Detailed inventory of 30+ Apache Superset visualization types: Big Number, Bar, Line, Heatmap, Sankey, Choropleth. Use cases.
· Tuvalu Tech OÜ
Apache Superset offers more than 30 native visualization types in 2026, from the most classic (Bar, Line) to the most advanced (Sankey, Choropleth, Deck.gl). Choosing the right chart for given data is half the work of a good dashboard. This guide reviews the 30+ types available with their use cases.
1. KPI charts
Type
Use case
Big Number
One main KPI in large
Big Number with Trendline
KPI + sparkline (evolution)
Gauge Chart
Goal achievement rate
Bullet Chart
Comparison to a target and reference zones
If you want to start with these pre-configured types, TVL Managed Superset offers a template library.
This configuration is applied by default on TVL Managed Superset, which follows community best practices.
8. Specialized charts
Word Cloud
Weighted tag cloud
Word Tree
Word arborescence
Time-series Period Pivot
YoY, MoM comparison
Mixed Chart
Bar + Line combination on two axes
9. How to choose the right type?
What's the message? Trend → Line. Comparison → Bar. Composition → Pie/Treemap. Distribution → Histogram. Correlation → Scatter.
How many categories? <6 → Pie. 6-15 → Bar. >15 → Treemap or Heatmap.
Is there a temporal dimension? Yes → Line or Area. Season → Heatmap.
Geography? Country → Country Map. Specific regions → Choropleth.
Volume of points? >10,000 → Deck.gl for performance.
10. Common pitfalls
Pie chart with 20 categories: unreadable, prefer Bar;
Non-zero scale on Bar Chart: artificially exaggerates differences;
Random colors: use a consistent, semantic palette (red = negative);
Too many series on a Line Chart: 7+ lines become unreadable, filter;
Choropleth without normalization by population: always see big cities, not useful info.
11. Conclusion
Mastering the 30+ visualization types of Apache Superset takes a few weeks but transforms the quality of your dashboards. For 80% of cases, 6 types suffice: Big Number, Bar, Line, Pie, Heatmap, Pivot Table. The others serve specific contexts (geo, network, advanced statistics).
Want the benefits of Apache Superset without the friction of installation and maintenance? Deploy your instance in 3 clicks with TVL Managed Superset, hosted in Europe (OVHcloud, Roubaix, France).