Example Gallery

This gallery contains a selection of examples of the plots Altair can create. Some may seem fairly complicated at first glance, but they are built by combining a simple set of declarative building blocks.

Many draw upon sample datasets compiled by the Vega project. To access them yourself, install vega_datasets.

python -m pip install vega_datasets

If you can’t find the plots you are looking for here, make sure to check out the Related Projects section, which has links to packages for making e.g. network diagrams and animations.

Simple Charts

Simple Bar Chart Simple Heatmap Simple Histogram Simple Line Chart Simple Scatter Plot with Tooltips Simple Stacked Area Chart Simple Strip Plot

Bar Charts

Bar Chart Highlighting Values beyond a Threshold Bar Chart with Highlighted Bar Bar Chart with Highlighted Segment Bar Chart with Labels Bar Chart with Line at Mean Bar Chart with Line on Dual Axis Bar Chart with Negative Values Bar Chart with Range Bar Chart with Rolling Mean Bar Chart with Rounded Edges Bar and Tick Chart Calculating Percentage of Total Compact Faceted Grid of Bar Charts Diverging Stacked Bar Chart Faceted Stacked Bar Chart Grouped Bar Chart Grouped Bar Chart with Error Bars Grouped Bar Chart with xOffset Horizontal Bar Chart Horizontal Grouped Bar Chart Horizontal Stacked Bar Chart Layered Bar Chart Normalized Stacked Bar Chart Sorted Bar Chart Stacked Bar Chart Stacked Bar Chart with Sorted Segments Stacked Bar Chart with Text Overlay

Line Charts

Bump Chart Filled Step Chart Line Chart with Arrows Line Chart with Cumulative Sum Line Chart with Custom Legend Line Chart with Custom Order Line Chart with Datum Line Chart with Datum for Color Line Chart with Interpolation Line Chart with Last Value Labeled Line Chart with Layered Aggregates Line Chart with Logarithmic Scale Line Chart with Percent axis Line Chart with Point Markers Line Chart with Sequence Generator Line Chart with Stroked Point Markers Line Chart with Varying Size Multiple Series Line Chart Slope Graph Step Chart Window Rank Line Chart

Area Charts

Area Chart with Gradient Faceted Area Chart Horizon Graph Interval Selection Layered Area Chart Normalized Stacked Area Chart Streamgraph

Circular Plots

Donut Chart Pacman Chart Pie Chart Pie Chart with Labels Polar Bar Chart Radial Chart

Scatter Plots

Brushing Scatter Plot to Show Data on a Table Bubble Plot Faceted Scatter Plot Multifeature Scatter Plot Scatter Matrix Scatter Plot with Href Scatter Plot with Minimap Scatter Plot with Rolling Mean Scatter Plot with Shaded Area Simple Scatter Plot with Labels

Uncertainties And Trends

Error Bars with Confidence Interval Error Bars with Standard Deviation Line Chart with Confidence Interval Band Polynomial Fit Plot with Regression Transform Scatter Plot with LOESS Lines Simple Scatter Plot with Errorbars

Distributions

2D Histogram Heatmap 2D Histogram Scatter Plot Boxplot with Min/Max Whiskers Cumulative Count Chart Distributions and Medians of Likert Scale Ratings Dot Dash Plot Empirical Cumulative Distribution Function Faceted Histogram Heat Lane Chart Histogram with Gradient Color Histogram with Responsive Bins Histogram with a Global Mean Overlay Layered Histogram Quantile-Quantile Plot Repeated Density Estimates Ridgeline plot Scatter Plot with Faceted Marginal Histograms Stacked Density Estimates Strip Plot with Jitter Table Bubble Plot (Github Punch Card) Violin Plot

Tables

Annual Weather Heatmap Hexbin Chart Lasagna Plot (Dense Time-Series Heatmap) Mosaic Chart with Labels Text over a Heatmap

Maps

Choropleth Map Grouped Points with Proportional Symbols Map Point map Repeated Choropleth Map US Income by State: Wrapped Facet Wind Vector Map World Map World Projections

Interactive Charts

Bar Chart with Highlighting on Hover and Selection on Click Interactive Average Interactive Chart with Aggregation Interactive Chart with Cross-Highlight Interactive Crossfilter Interactive Legend Interactive Rectangular Brush Interactive Scatter Plot and Linked Layered Histogram Interactive Selection of Columns Interval Selection on a Map Multi-Line Highlight Multi-Line Tooltip Multi-Line Tooltip (Standard) Multi-panel Scatter Plot with Linked Brushing Multiple Interactions Reorder stacked bar segments Scatter Plot and Histogram with Interval Selection Scatter plot with point paths on hover with search box Selection Detail Selection Histogram Selection zorder Simple Interactive Colored Scatter Plot Slider Cutoff Using Selection Interval with mark_area

Advanced Calculations

Candlestick Chart Comet Chart Faceted Line Chart with Cumulative Sum Gantt Chart Isotype Grid Isotype Visualization Isotype Visualization with Emoji Layered chart with Dual-Axis Normalized Parallel Coordinates Parallel Coordinates Ranged Dot Plot Sorted Error Bars showing Confidence Interval Stem and Leaf Plot Top K Items Top K Letters Top-K Plot with Others Waterfall Chart Wilkinson Dot Plot

Case Studies

Anscombe's Quartet Atmospheric CO2 Concentration Becker's Barley Faceted Plot Becker's Barley Wrapped Facet Plot Connections Among U.S. Airports Interactive Dendrogram of Hierarchical Clustering Gapminder Bubble Plot Global Deaths from Natural Disasters Iowa's Renewable Energy Boom London Tube Lines One Dot Per Zipcode Population of Falkensee from 1875 to 2014 Pyramid Pie Chart Seattle Weather Interactive The U.S. Employment Crash During the Great Recession U.S. State Capitals Overlayed on a Map of the U.S US Population Pyramid Over Time US Population by Age and Sex US Population: Wrapped Facet Wheat and Wages