TVL Managed Superset

The 30 Apache Superset Chart Types in 2026

Detailed inventory of 30+ Apache Superset visualization types: Big Number, Bar, Line, Heatmap, Sankey, Choropleth. Use cases.

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

TypeUse case
Big NumberOne main KPI in large
Big Number with TrendlineKPI + sparkline (evolution)
Gauge ChartGoal achievement rate
Bullet ChartComparison to a target and reference zones

If you want to start with these pre-configured types, TVL Managed Superset offers a template library.

2. Comparison charts

Bar ChartComparison by category
Stacked Bar ChartComposition by category
Pie ChartShare of each category (≤6 categories)
DonutAesthetic Pie variant with KPI in center
TreemapHierarchy + proportion (optimized space)
SunburstMulti-level circular hierarchy

3. Time charts

Line ChartContinuous evolution
Area ChartEvolution + cumulative composition
Bar Chart (time)Periodic volumes
Time-series HeatmapSeasonality (day × hour)
Calendar HeatmapAnnual distribution
Event FlowOrdered event sequences

4. Relational charts

Sankey DiagramFlow between categories (attribution, funnel)
Chord DiagramBidirectional relationships between entities
Network GraphComplex graphs (social network, org chart)

5. Geographic charts (Deck.gl + MapBox)

Choropleth MapDensity by administrative zone
Country MapData per country
Map BoxCustom map with points and heatmaps
Deck.gl ScatterMassive points (millions)
Deck.gl 3D Hexagon3D density, spatial exploration
Deck.gl ArcOriented connections (origin/destination)

See also Superset geospatial visualizations.

6. Statistical charts

HistogramDistribution of a continuous variable
Box PlotMedian, quartiles, outliers
Violin PlotDistribution + density
Scatter PlotCorrelation between two variables
Bubble ChartThree dimensions (x, y, size)

7. Funnel and conversion charts

Funnel ChartConversion between successive steps
Cohort ChartRetention by cohort
Pivot TableNumber matrix with totals
HeatmapMatrix with colors

This configuration is applied by default on TVL Managed Superset, which follows community best practices.

8. Specialized charts

Word CloudWeighted tag cloud
Word TreeWord arborescence
Time-series Period PivotYoY, MoM comparison
Mixed ChartBar + Line combination on two axes

9. How to choose the right type?

  1. What's the message? Trend → Line. Comparison → Bar. Composition → Pie/Treemap. Distribution → Histogram. Correlation → Scatter.
  2. How many categories? <6 → Pie. 6-15 → Bar. >15 → Treemap or Heatmap.
  3. Is there a temporal dimension? Yes → Line or Area. Season → Heatmap.
  4. Geography? Country → Country Map. Specific regions → Choropleth.
  5. 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).

For more: create your first dashboard, design best practices, geospatial visualizations.