.. This document is auto-generated by the altair-gallery extension. Do not modify directly.
.. _example-gallery:
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 `_.
.. code-block:: none
python -m pip install vega_datasets
If you can't find the plots you are looking for here, make sure to check out the :ref:`altair-ecosystem` section, which has links to packages for making e.g. network diagrams and animations.
.. _gallery-category-Simple Charts:
Simple Charts
~~~~~~~~~~~~~
.. raw:: html
Simple Bar Chart
Simple Heatmap
Simple Histogram
Simple Line Chart
Simple Scatter Plot with Tooltips
Simple Stacked Area Chart
Simple Strip Plot
.. _gallery-category-Bar Charts:
Bar Charts
~~~~~~~~~~
.. raw:: html
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
.. _gallery-category-Line Charts:
Line Charts
~~~~~~~~~~~
.. raw:: html
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
.. _gallery-category-Area Charts:
Area Charts
~~~~~~~~~~~
.. raw:: html
Area Chart with Gradient
Faceted Area Chart
Horizon Graph
Interval Selection
Layered Area Chart
Normalized Stacked Area Chart
Streamgraph
.. _gallery-category-Circular Plots:
Circular Plots
~~~~~~~~~~~~~~
.. raw:: html
Donut Chart
Pacman Chart
Pie Chart
Pie Chart with Labels
Radial Chart
.. _gallery-category-Scatter Plots:
Scatter Plots
~~~~~~~~~~~~~
.. raw:: html
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
.. _gallery-category-Uncertainties And Trends:
Uncertainties And Trends
~~~~~~~~~~~~~~~~~~~~~~~~
.. raw:: html
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
.. _gallery-category-Distributions:
Distributions
~~~~~~~~~~~~~
.. raw:: html
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
.. _gallery-category-Tables:
Tables
~~~~~~
.. raw:: html
Annual Weather Heatmap
Hexbin Chart
Lasagna Plot (Dense Time-Series Heatmap)
Mosaic Chart with Labels
Text over a Heatmap
.. _gallery-category-Maps:
Maps
~~~~
.. raw:: html
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
.. _gallery-category-Interactive Charts:
Interactive Charts
~~~~~~~~~~~~~~~~~~
.. raw:: html
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
Scatter Plot and Histogram with Interval Selection
Selection Detail
Selection Histogram
Selection zorder
Simple Interactive Colored Scatter Plot
Slider Cutoff
Using Selection Interval with mark_area
.. _gallery-category-Advanced Calculations:
Advanced Calculations
~~~~~~~~~~~~~~~~~~~~~
.. raw:: html
Candlestick Chart
Comet Chart
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
.. _gallery-category-Case Studies:
Case Studies
~~~~~~~~~~~~
.. raw:: html
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
.. toctree::
:maxdepth: 2
:caption: Examples
:hidden:
Gallery
Tutorials <../case_studies/index>