.. 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 <https://vega.github.io/vega/>`_ project.

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.

.. note::

    With the release of Altair 6, the documentation was updated to use
    ``from altair.datasets import data`` instead of ``from vega_datasets import data``.
    This change also introduced updated column names in some datasets (e.g., spaces
    instead of underscores).



.. _gallery-category-Simple Charts:

Simple Charts
~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="simple_bar_chart.html">
   <span
        class="image" alt="Simple Bar Chart"

        style="background-image: url(../_static/simple_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Simple Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="simple_heatmap.html">
   <span
        class="image" alt="Simple Heatmap"

        style="background-image: url(../_static/simple_heatmap-thumb.png);"

    ></span>

     <span class="image-title">Simple Heatmap</span>
   </a>
   
   <a class="imagegroup" href="simple_histogram.html">
   <span
        class="image" alt="Simple Histogram"

        style="background-image: url(../_static/simple_histogram-thumb.png);"

    ></span>

     <span class="image-title">Simple Histogram</span>
   </a>
   
   <a class="imagegroup" href="simple_line_chart.html">
   <span
        class="image" alt="Simple Line Chart"

        style="background-image: url(../_static/simple_line_chart-thumb.png);"

    ></span>

     <span class="image-title">Simple Line Chart</span>
   </a>
   
   <a class="imagegroup" href="scatter_tooltips.html">
   <span
        class="image" alt="Simple Scatter Plot with Tooltips"

        style="background-image: url(../_static/scatter_tooltips-thumb.png);"

    ></span>

     <span class="image-title">Simple Scatter Plot with Tooltips</span>
   </a>
   
   <a class="imagegroup" href="simple_stacked_area_chart.html">
   <span
        class="image" alt="Simple Stacked Area Chart"

        style="background-image: url(../_static/simple_stacked_area_chart-thumb.png);"

    ></span>

     <span class="image-title">Simple Stacked Area Chart</span>
   </a>
   
   <a class="imagegroup" href="strip_plot.html">
   <span
        class="image" alt="Simple Strip Plot"

        style="background-image: url(../_static/strip_plot-thumb.png);"

    ></span>

     <span class="image-title">Simple Strip Plot</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Bar Charts:

Bar Charts
~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="bar_chart_with_single_threshold.html">
   <span
        class="image" alt="Bar Chart Highlighting Values beyond a Threshold"

        style="background-image: url(../_static/bar_chart_with_single_threshold-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart Highlighting Values beyond a Threshold</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_highlighted_bar.html">
   <span
        class="image" alt="Bar Chart with Highlighted Bar"

        style="background-image: url(../_static/bar_chart_with_highlighted_bar-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Highlighted Bar</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_highlighted_segment.html">
   <span
        class="image" alt="Bar Chart with Highlighted Segment"

        style="background-image: url(../_static/bar_chart_with_highlighted_segment-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Highlighted Segment</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_labels.html">
   <span
        class="image" alt="Bar Chart with Labels"

        style="background-image: url(../_static/bar_chart_with_labels-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Labels</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_labels_measured_luminance.html">
   <span
        class="image" alt="Bar Chart with Labels based on Measured Luminance"

        style="background-image: url(../_static/bar_chart_with_labels_measured_luminance-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Labels based on Measured Luminance</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_mean_line.html">
   <span
        class="image" alt="Bar Chart with Line at Mean"

        style="background-image: url(../_static/bar_chart_with_mean_line-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Line at Mean</span>
   </a>
   
   <a class="imagegroup" href="bar_and_line_with_dual_axis.html">
   <span
        class="image" alt="Bar Chart with Line on Dual Axis"

        style="background-image: url(../_static/bar_and_line_with_dual_axis-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Line on Dual Axis</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_negatives.html">
   <span
        class="image" alt="Bar Chart with Negative Values"

        style="background-image: url(../_static/bar_chart_with_negatives-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Negative Values</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_with_range.html">
   <span
        class="image" alt="Bar Chart with Range"

        style="background-image: url(../_static/bar_chart_with_range-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Range</span>
   </a>
   
   <a class="imagegroup" href="bar_with_rolling_mean.html">
   <span
        class="image" alt="Bar Chart with Rolling Mean"

        style="background-image: url(../_static/bar_with_rolling_mean-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Rolling Mean</span>
   </a>
   
   <a class="imagegroup" href="bar_rounded.html">
   <span
        class="image" alt="Bar Chart with Rounded Edges"

        style="background-image: url(../_static/bar_rounded-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Rounded Edges</span>
   </a>
   
   <a class="imagegroup" href="layered_chart_bar_mark.html">
   <span
        class="image" alt="Bar and Tick Chart"

        style="background-image: url(../_static/layered_chart_bar_mark-thumb.png);"

    ></span>

     <span class="image-title">Bar and Tick Chart</span>
   </a>
   
   <a class="imagegroup" href="percentage_of_total.html">
   <span
        class="image" alt="Calculating Percentage of Total"

        style="background-image: url(../_static/percentage_of_total-thumb.png);"

    ></span>

     <span class="image-title">Calculating Percentage of Total</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_faceted_compact.html">
   <span
        class="image" alt="Compact Faceted Grid of Bar Charts"

        style="background-image: url(../_static/bar_chart_faceted_compact-thumb.png);"

    ></span>

     <span class="image-title">Compact Faceted Grid of Bar Charts</span>
   </a>
   
   <a class="imagegroup" href="diverging_stacked_bar_chart.html">
   <span
        class="image" alt="Diverging Stacked Bar Chart"

        style="background-image: url(../_static/diverging_stacked_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Diverging Stacked Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="bar_faceted_stacked.html">
   <span
        class="image" alt="Faceted Stacked Bar Chart"

        style="background-image: url(../_static/bar_faceted_stacked-thumb.png);"

    ></span>

     <span class="image-title">Faceted Stacked Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="grouped_bar_chart.html">
   <span
        class="image" alt="Grouped Bar Chart"

        style="background-image: url(../_static/grouped_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Grouped Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="grouped_bar_chart_with_error_bars.html">
   <span
        class="image" alt="Grouped Bar Chart with Error Bars"

        style="background-image: url(../_static/grouped_bar_chart_with_error_bars-thumb.png);"

    ></span>

     <span class="image-title">Grouped Bar Chart with Error Bars</span>
   </a>
   
   <a class="imagegroup" href="grouped_bar_chart2.html">
   <span
        class="image" alt="Grouped Bar Chart with xOffset"

        style="background-image: url(../_static/grouped_bar_chart2-thumb.png);"

    ></span>

     <span class="image-title">Grouped Bar Chart with xOffset</span>
   </a>
   
   <a class="imagegroup" href="grouped_bar_chart_overlapping_bars.html">
   <span
        class="image" alt="Grouped Bar Chart with xOffset and overlapping bars"

        style="background-image: url(../_static/grouped_bar_chart_overlapping_bars-thumb.png);"

    ></span>

     <span class="image-title">Grouped Bar Chart with xOffset and overlapping bars</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_horizontal.html">
   <span
        class="image" alt="Horizontal Bar Chart"

        style="background-image: url(../_static/bar_chart_horizontal-thumb.png);"

    ></span>

     <span class="image-title">Horizontal Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="grouped_bar_chart_horizontal.html">
   <span
        class="image" alt="Horizontal Grouped Bar Chart"

        style="background-image: url(../_static/grouped_bar_chart_horizontal-thumb.png);"

    ></span>

     <span class="image-title">Horizontal Grouped Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="horizontal_stacked_bar_chart.html">
   <span
        class="image" alt="Horizontal Stacked Bar Chart"

        style="background-image: url(../_static/horizontal_stacked_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Horizontal Stacked Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="layered_bar_chart.html">
   <span
        class="image" alt="Layered Bar Chart"

        style="background-image: url(../_static/layered_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Layered Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="normalized_stacked_bar_chart.html">
   <span
        class="image" alt="Normalized Stacked Bar Chart"

        style="background-image: url(../_static/normalized_stacked_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Normalized Stacked Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="bar_chart_sorted.html">
   <span
        class="image" alt="Sorted Bar Chart"

        style="background-image: url(../_static/bar_chart_sorted-thumb.png);"

    ></span>

     <span class="image-title">Sorted Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="stacked_bar_chart.html">
   <span
        class="image" alt="Stacked Bar Chart"

        style="background-image: url(../_static/stacked_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Stacked Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="stacked_bar_chart_sorted_segments.html">
   <span
        class="image" alt="Stacked Bar Chart with Sorted Segments"

        style="background-image: url(../_static/stacked_bar_chart_sorted_segments-thumb.png);"

    ></span>

     <span class="image-title">Stacked Bar Chart with Sorted Segments</span>
   </a>
   
   <a class="imagegroup" href="stacked_bar_chart_with_text.html">
   <span
        class="image" alt="Stacked Bar Chart with Text Overlay"

        style="background-image: url(../_static/stacked_bar_chart_with_text-thumb.png);"

    ></span>

     <span class="image-title">Stacked Bar Chart with Text Overlay</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Line Charts:

Line Charts
~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="bump_chart.html">
   <span
        class="image" alt="Bump Chart"

        style="background-image: url(../_static/bump_chart-thumb.png);"

    ></span>

     <span class="image-title">Bump Chart</span>
   </a>
   
   <a class="imagegroup" href="filled_step_chart.html">
   <span
        class="image" alt="Filled Step Chart"

        style="background-image: url(../_static/filled_step_chart-thumb.png);"

    ></span>

     <span class="image-title">Filled Step Chart</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_arrows.html">
   <span
        class="image" alt="Line Chart with Arrows"

        style="background-image: url(../_static/line_chart_with_arrows-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Arrows</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_cumsum.html">
   <span
        class="image" alt="Line Chart with Cumulative Sum"

        style="background-image: url(../_static/line_chart_with_cumsum-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Cumulative Sum</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_custom_legend.html">
   <span
        class="image" alt="Line Chart with Custom Legend"

        style="background-image: url(../_static/line_chart_with_custom_legend-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Custom Legend</span>
   </a>
   
   <a class="imagegroup" href="line_custom_order.html">
   <span
        class="image" alt="Line Chart with Custom Order"

        style="background-image: url(../_static/line_custom_order-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Custom Order</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_datum.html">
   <span
        class="image" alt="Line Chart with Datum"

        style="background-image: url(../_static/line_chart_with_datum-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Datum</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_color_datum.html">
   <span
        class="image" alt="Line Chart with Datum for Color"

        style="background-image: url(../_static/line_chart_with_color_datum-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Datum for Color</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_interpolation.html">
   <span
        class="image" alt="Line Chart with Interpolation"

        style="background-image: url(../_static/line_chart_with_interpolation-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Interpolation</span>
   </a>
   
   <a class="imagegroup" href="line_with_last_value_labeled.html">
   <span
        class="image" alt="Line Chart with Last Value Labeled"

        style="background-image: url(../_static/line_with_last_value_labeled-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Last Value Labeled</span>
   </a>
   
   <a class="imagegroup" href="layer_line_color_rule.html">
   <span
        class="image" alt="Line Chart with Layered Aggregates"

        style="background-image: url(../_static/layer_line_color_rule-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Layered Aggregates</span>
   </a>
   
   <a class="imagegroup" href="line_with_log_scale.html">
   <span
        class="image" alt="Line Chart with Logarithmic Scale"

        style="background-image: url(../_static/line_with_log_scale-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Logarithmic Scale</span>
   </a>
   
   <a class="imagegroup" href="line_percent.html">
   <span
        class="image" alt="Line Chart with Percent axis"

        style="background-image: url(../_static/line_percent-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Percent axis</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_points.html">
   <span
        class="image" alt="Line Chart with Point Markers"

        style="background-image: url(../_static/line_chart_with_points-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Point Markers</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_generator.html">
   <span
        class="image" alt="Line Chart with Sequence Generator"

        style="background-image: url(../_static/line_chart_with_generator-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Sequence Generator</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_points_stroked.html">
   <span
        class="image" alt="Line Chart with Stroked Point Markers"

        style="background-image: url(../_static/line_chart_with_points_stroked-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Stroked Point Markers</span>
   </a>
   
   <a class="imagegroup" href="trail_marker.html">
   <span
        class="image" alt="Line Chart with Varying Size"

        style="background-image: url(../_static/trail_marker-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Varying Size</span>
   </a>
   
   <a class="imagegroup" href="multi_series_line.html">
   <span
        class="image" alt="Multiple Series Line Chart"

        style="background-image: url(../_static/multi_series_line-thumb.png);"

    ></span>

     <span class="image-title">Multiple Series Line Chart</span>
   </a>
   
   <a class="imagegroup" href="slope_graph.html">
   <span
        class="image" alt="Slope Graph"

        style="background-image: url(../_static/slope_graph-thumb.png);"

    ></span>

     <span class="image-title">Slope Graph</span>
   </a>
   
   <a class="imagegroup" href="step_chart.html">
   <span
        class="image" alt="Step Chart"

        style="background-image: url(../_static/step_chart-thumb.png);"

    ></span>

     <span class="image-title">Step Chart</span>
   </a>
   
   <a class="imagegroup" href="window_rank.html">
   <span
        class="image" alt="Window Rank Line Chart"

        style="background-image: url(../_static/window_rank-thumb.png);"

    ></span>

     <span class="image-title">Window Rank Line Chart</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Area Charts:

Area Charts
~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="area_chart_gradient.html">
   <span
        class="image" alt="Area Chart with Gradient"

        style="background-image: url(../_static/area_chart_gradient-thumb.png);"

    ></span>

     <span class="image-title">Area Chart with Gradient</span>
   </a>
   
   <a class="imagegroup" href="area_faceted.html">
   <span
        class="image" alt="Faceted Area Chart"

        style="background-image: url(../_static/area_faceted-thumb.png);"

    ></span>

     <span class="image-title">Faceted Area Chart</span>
   </a>
   
   <a class="imagegroup" href="horizon_graph.html">
   <span
        class="image" alt="Horizon Graph"

        style="background-image: url(../_static/horizon_graph-thumb.png);"

    ></span>

     <span class="image-title">Horizon Graph</span>
   </a>
   
   <a class="imagegroup" href="layered_area_chart.html">
   <span
        class="image" alt="Layered Area Chart"

        style="background-image: url(../_static/layered_area_chart-thumb.png);"

    ></span>

     <span class="image-title">Layered Area Chart</span>
   </a>
   
   <a class="imagegroup" href="normalized_stacked_area_chart.html">
   <span
        class="image" alt="Normalized Stacked Area Chart"

        style="background-image: url(../_static/normalized_stacked_area_chart-thumb.png);"

    ></span>

     <span class="image-title">Normalized Stacked Area Chart</span>
   </a>
   
   <a class="imagegroup" href="streamgraph.html">
   <span
        class="image" alt="Streamgraph"

        style="background-image: url(../_static/streamgraph-thumb.png);"

    ></span>

     <span class="image-title">Streamgraph</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Circular Plots:

Circular Plots
~~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="donut_chart.html">
   <span
        class="image" alt="Donut Chart"

        style="background-image: url(../_static/donut_chart-thumb.png);"

    ></span>

     <span class="image-title">Donut Chart</span>
   </a>
   
   <a class="imagegroup" href="pacman_chart.html">
   <span
        class="image" alt="Pacman Chart"

        style="background-image: url(../_static/pacman_chart-thumb.png);"

    ></span>

     <span class="image-title">Pacman Chart</span>
   </a>
   
   <a class="imagegroup" href="pie_chart.html">
   <span
        class="image" alt="Pie Chart"

        style="background-image: url(../_static/pie_chart-thumb.png);"

    ></span>

     <span class="image-title">Pie Chart</span>
   </a>
   
   <a class="imagegroup" href="pie_chart_with_labels.html">
   <span
        class="image" alt="Pie Chart with Labels"

        style="background-image: url(../_static/pie_chart_with_labels-thumb.png);"

    ></span>

     <span class="image-title">Pie Chart with Labels</span>
   </a>
   
   <a class="imagegroup" href="polar_bar_chart.html">
   <span
        class="image" alt="Polar Bar Chart"

        style="background-image: url(../_static/polar_bar_chart-thumb.png);"

    ></span>

     <span class="image-title">Polar Bar Chart</span>
   </a>
   
   <a class="imagegroup" href="radial_chart.html">
   <span
        class="image" alt="Radial Chart"

        style="background-image: url(../_static/radial_chart-thumb.png);"

    ></span>

     <span class="image-title">Radial Chart</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Scatter Plots:

Scatter Plots
~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="scatter_linked_table.html">
   <span
        class="image" alt="Brushing Scatter Plot to Show Data on a Table"

        style="background-image: url(../_static/scatter_linked_table-thumb.png);"

    ></span>

     <span class="image-title">Brushing Scatter Plot to Show Data on a Table</span>
   </a>
   
   <a class="imagegroup" href="bubble_plot.html">
   <span
        class="image" alt="Bubble Plot"

        style="background-image: url(../_static/bubble_plot-thumb.png);"

    ></span>

     <span class="image-title">Bubble Plot</span>
   </a>
   
   <a class="imagegroup" href="scatter_faceted.html">
   <span
        class="image" alt="Faceted Scatter Plot"

        style="background-image: url(../_static/scatter_faceted-thumb.png);"

    ></span>

     <span class="image-title">Faceted Scatter Plot</span>
   </a>
   
   <a class="imagegroup" href="multifeature_scatter_plot.html">
   <span
        class="image" alt="Multifeature Scatter Plot"

        style="background-image: url(../_static/multifeature_scatter_plot-thumb.png);"

    ></span>

     <span class="image-title">Multifeature Scatter Plot</span>
   </a>
   
   <a class="imagegroup" href="scatter_matrix.html">
   <span
        class="image" alt="Scatter Matrix"

        style="background-image: url(../_static/scatter_matrix-thumb.png);"

    ></span>

     <span class="image-title">Scatter Matrix</span>
   </a>
   
   <a class="imagegroup" href="scatter_href.html">
   <span
        class="image" alt="Scatter Plot with Href"

        style="background-image: url(../_static/scatter_href-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot with Href</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_minimap.html">
   <span
        class="image" alt="Scatter Plot with Minimap"

        style="background-image: url(../_static/scatter_with_minimap-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot with Minimap</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_rolling_mean.html">
   <span
        class="image" alt="Scatter Plot with Rolling Mean"

        style="background-image: url(../_static/scatter_with_rolling_mean-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot with Rolling Mean</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_shaded_area.html">
   <span
        class="image" alt="Scatter Plot with Shaded Area"

        style="background-image: url(../_static/scatter_with_shaded_area-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot with Shaded Area</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_labels.html">
   <span
        class="image" alt="Simple Scatter Plot with Labels"

        style="background-image: url(../_static/scatter_with_labels-thumb.png);"

    ></span>

     <span class="image-title">Simple Scatter Plot with Labels</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Uncertainties And Trends:

Uncertainties And Trends
~~~~~~~~~~~~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="errorbars_with_ci.html">
   <span
        class="image" alt="Error Bars with Confidence Interval"

        style="background-image: url(../_static/errorbars_with_ci-thumb.png);"

    ></span>

     <span class="image-title">Error Bars with Confidence Interval</span>
   </a>
   
   <a class="imagegroup" href="errorbars_with_std.html">
   <span
        class="image" alt="Error Bars with Standard Deviation"

        style="background-image: url(../_static/errorbars_with_std-thumb.png);"

    ></span>

     <span class="image-title">Error Bars with Standard Deviation</span>
   </a>
   
   <a class="imagegroup" href="line_with_ci.html">
   <span
        class="image" alt="Line Chart with Confidence Interval Band"

        style="background-image: url(../_static/line_with_ci-thumb.png);"

    ></span>

     <span class="image-title">Line Chart with Confidence Interval Band</span>
   </a>
   
   <a class="imagegroup" href="poly_fit_regression.html">
   <span
        class="image" alt="Polynomial Fit Plot with Regression Transform"

        style="background-image: url(../_static/poly_fit_regression-thumb.png);"

    ></span>

     <span class="image-title">Polynomial Fit Plot with Regression Transform</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_loess.html">
   <span
        class="image" alt="Scatter Plot with LOESS Lines"

        style="background-image: url(../_static/scatter_with_loess-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot with LOESS Lines</span>
   </a>
   
   <a class="imagegroup" href="simple_scatter_with_errorbars.html">
   <span
        class="image" alt="Simple Scatter Plot with Errorbars"

        style="background-image: url(../_static/simple_scatter_with_errorbars-thumb.png);"

    ></span>

     <span class="image-title">Simple Scatter Plot with Errorbars</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Distributions:

Distributions
~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="histogram_heatmap.html">
   <span
        class="image" alt="2D Histogram Heatmap"

        style="background-image: url(../_static/histogram_heatmap-thumb.png);"

    ></span>

     <span class="image-title">2D Histogram Heatmap</span>
   </a>
   
   <a class="imagegroup" href="histogram_scatterplot.html">
   <span
        class="image" alt="2D Histogram Scatter Plot"

        style="background-image: url(../_static/histogram_scatterplot-thumb.png);"

    ></span>

     <span class="image-title">2D Histogram Scatter Plot</span>
   </a>
   
   <a class="imagegroup" href="boxplot.html">
   <span
        class="image" alt="Boxplot with Min/Max Whiskers"

        style="background-image: url(../_static/boxplot-thumb.png);"

    ></span>

     <span class="image-title">Boxplot with Min/Max Whiskers</span>
   </a>
   
   <a class="imagegroup" href="cumulative_count_chart.html">
   <span
        class="image" alt="Cumulative Count Chart"

        style="background-image: url(../_static/cumulative_count_chart-thumb.png);"

    ></span>

     <span class="image-title">Cumulative Count Chart</span>
   </a>
   
   <a class="imagegroup" href="distributions_and_medians_of_likert_scale_ratings.html">
   <span
        class="image" alt="Distributions and Medians of Likert Scale Ratings"

        style="background-image: url(../_static/distributions_and_medians_of_likert_scale_ratings-thumb.png);"

    ></span>

     <span class="image-title">Distributions and Medians of Likert Scale Ratings</span>
   </a>
   
   <a class="imagegroup" href="dot_dash_plot.html">
   <span
        class="image" alt="Dot Dash Plot"

        style="background-image: url(../_static/dot_dash_plot-thumb.png);"

    ></span>

     <span class="image-title">Dot Dash Plot</span>
   </a>
   
   <a class="imagegroup" href="empirical_cumulative_distribution_function.html">
   <span
        class="image" alt="Empirical Cumulative Distribution Function"

        style="background-image: url(../_static/empirical_cumulative_distribution_function-thumb.png);"

    ></span>

     <span class="image-title">Empirical Cumulative Distribution Function</span>
   </a>
   
   <a class="imagegroup" href="distributions_faceted_histogram.html">
   <span
        class="image" alt="Faceted Histogram"

        style="background-image: url(../_static/distributions_faceted_histogram-thumb.png);"

    ></span>

     <span class="image-title">Faceted Histogram</span>
   </a>
   
   <a class="imagegroup" href="heat_lane.html">
   <span
        class="image" alt="Heat Lane Chart"

        style="background-image: url(../_static/heat_lane-thumb.png);"

    ></span>

     <span class="image-title">Heat Lane Chart</span>
   </a>
   
   <a class="imagegroup" href="histogram_gradient_color.html">
   <span
        class="image" alt="Histogram with Gradient Color"

        style="background-image: url(../_static/histogram_gradient_color-thumb.png);"

    ></span>

     <span class="image-title">Histogram with Gradient Color</span>
   </a>
   
   <a class="imagegroup" href="histogram_responsive.html">
   <span
        class="image" alt="Histogram with Responsive Bins"

        style="background-image: url(../_static/histogram_responsive-thumb.png);"

    ></span>

     <span class="image-title">Histogram with Responsive Bins</span>
   </a>
   
   <a class="imagegroup" href="histogram_with_a_global_mean_overlay.html">
   <span
        class="image" alt="Histogram with a Global Mean Overlay"

        style="background-image: url(../_static/histogram_with_a_global_mean_overlay-thumb.png);"

    ></span>

     <span class="image-title">Histogram with a Global Mean Overlay</span>
   </a>
   
   <a class="imagegroup" href="layered_histogram.html">
   <span
        class="image" alt="Layered Histogram"

        style="background-image: url(../_static/layered_histogram-thumb.png);"

    ></span>

     <span class="image-title">Layered Histogram</span>
   </a>
   
   <a class="imagegroup" href="scatter_qq.html">
   <span
        class="image" alt="Quantile-Quantile Plot"

        style="background-image: url(../_static/scatter_qq-thumb.png);"

    ></span>

     <span class="image-title">Quantile-Quantile Plot</span>
   </a>
   
   <a class="imagegroup" href="density_repeat.html">
   <span
        class="image" alt="Repeated Density Estimates"

        style="background-image: url(../_static/density_repeat-thumb.png);"

    ></span>

     <span class="image-title">Repeated Density Estimates</span>
   </a>
   
   <a class="imagegroup" href="ridgeline_plot.html">
   <span
        class="image" alt="Ridgeline plot"

        style="background-image: url(../_static/ridgeline_plot-thumb.png);"

    ></span>

     <span class="image-title">Ridgeline plot</span>
   </a>
   
   <a class="imagegroup" href="scatter_marginal_hist.html">
   <span
        class="image" alt="Scatter Plot with Faceted Marginal Histograms"

        style="background-image: url(../_static/scatter_marginal_hist-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot with Faceted Marginal Histograms</span>
   </a>
   
   <a class="imagegroup" href="density_stack.html">
   <span
        class="image" alt="Stacked Density Estimates"

        style="background-image: url(../_static/density_stack-thumb.png);"

    ></span>

     <span class="image-title">Stacked Density Estimates</span>
   </a>
   
   <a class="imagegroup" href="strip_plot_jitter.html">
   <span
        class="image" alt="Strip Plot with Jitter"

        style="background-image: url(../_static/strip_plot_jitter-thumb.png);"

    ></span>

     <span class="image-title">Strip Plot with Jitter</span>
   </a>
   
   <a class="imagegroup" href="table_bubble_plot_github.html">
   <span
        class="image" alt="Table Bubble Plot (Github Punch Card)"

        style="background-image: url(../_static/table_bubble_plot_github-thumb.png);"

    ></span>

     <span class="image-title">Table Bubble Plot (Github Punch Card)</span>
   </a>
   
   <a class="imagegroup" href="violin_plot.html">
   <span
        class="image" alt="Violin Plot"

        style="background-image: url(../_static/violin_plot-thumb.png);"

    ></span>

     <span class="image-title">Violin Plot</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Tables:

Tables
~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="annual_weather_heatmap.html">
   <span
        class="image" alt="Annual Weather Heatmap"

        style="background-image: url(../_static/annual_weather_heatmap-thumb.png);"

    ></span>

     <span class="image-title">Annual Weather Heatmap</span>
   </a>
   
   <a class="imagegroup" href="hexbins.html">
   <span
        class="image" alt="Hexbin Chart"

        style="background-image: url(../_static/hexbins-thumb.png);"

    ></span>

     <span class="image-title">Hexbin Chart</span>
   </a>
   
   <a class="imagegroup" href="lasagna_plot.html">
   <span
        class="image" alt="Lasagna Plot (Dense Time-Series Heatmap)"

        style="background-image: url(../_static/lasagna_plot-thumb.png);"

    ></span>

     <span class="image-title">Lasagna Plot (Dense Time-Series Heatmap)</span>
   </a>
   
   <a class="imagegroup" href="mosaic_with_labels.html">
   <span
        class="image" alt="Mosaic Chart with Labels"

        style="background-image: url(../_static/mosaic_with_labels-thumb.png);"

    ></span>

     <span class="image-title">Mosaic Chart with Labels</span>
   </a>
   
   <a class="imagegroup" href="layered_heatmap_text.html">
   <span
        class="image" alt="Text over a Heatmap"

        style="background-image: url(../_static/layered_heatmap_text-thumb.png);"

    ></span>

     <span class="image-title">Text over a Heatmap</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Maps:

Maps
~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="choropleth.html">
   <span
        class="image" alt="Choropleth Map"

        style="background-image: url(../_static/choropleth-thumb.png);"

    ></span>

     <span class="image-title">Choropleth Map</span>
   </a>
   
   <a class="imagegroup" href="maps_faceted_species.html">
   <span
        class="image" alt="Faceted County-Level Choropleth Maps"

        style="background-image: url(../_static/maps_faceted_species-thumb.png);"

    ></span>

     <span class="image-title">Faceted County-Level Choropleth Maps</span>
   </a>
   
   <a class="imagegroup" href="groupby-map.html">
   <span
        class="image" alt="Grouped Points with Proportional Symbols Map"

        style="background-image: url(../_static/groupby-map-thumb.png);"

    ></span>

     <span class="image-title">Grouped Points with Proportional Symbols Map</span>
   </a>
   
   <a class="imagegroup" href="point_map.html">
   <span
        class="image" alt="Point map"

        style="background-image: url(../_static/point_map-thumb.png);"

    ></span>

     <span class="image-title">Point map</span>
   </a>
   
   <a class="imagegroup" href="choropleth_repeat.html">
   <span
        class="image" alt="Repeated Choropleth Map"

        style="background-image: url(../_static/choropleth_repeat-thumb.png);"

    ></span>

     <span class="image-title">Repeated Choropleth Map</span>
   </a>
   
   <a class="imagegroup" href="us_incomebrackets_by_state_facet.html">
   <span
        class="image" alt="US Income by State: Wrapped Facet"

        style="background-image: url(../_static/us_incomebrackets_by_state_facet-thumb.png);"

    ></span>

     <span class="image-title">US Income by State: Wrapped Facet</span>
   </a>
   
   <a class="imagegroup" href="wind_vector_map.html">
   <span
        class="image" alt="Wind Vector Map"

        style="background-image: url(../_static/wind_vector_map-thumb.png);"

    ></span>

     <span class="image-title">Wind Vector Map</span>
   </a>
   
   <a class="imagegroup" href="world_map.html">
   <span
        class="image" alt="World Map"

        style="background-image: url(../_static/world_map-thumb.png);"

    ></span>

     <span class="image-title">World Map</span>
   </a>
   
   <a class="imagegroup" href="world_projections.html">
   <span
        class="image" alt="World Projections"

        style="background-image: url(../_static/world_projections-thumb.png);"

    ></span>

     <span class="image-title">World Projections</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Interactive Charts:

Interactive Charts
~~~~~~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="interactive_bar_select_highlight.html">
   <span
        class="image" alt="Bar Chart with Highlighting on Hover and Selection on Click"

        style="background-image: url(../_static/interactive_bar_select_highlight-thumb.png);"

    ></span>

     <span class="image-title">Bar Chart with Highlighting on Hover and Selection on Click</span>
   </a>
   
   <a class="imagegroup" href="selection_layer_bar_month.html">
   <span
        class="image" alt="Interactive Average"

        style="background-image: url(../_static/selection_layer_bar_month-thumb.png);"

    ></span>

     <span class="image-title">Interactive Average</span>
   </a>
   
   <a class="imagegroup" href="interactive_aggregation.html">
   <span
        class="image" alt="Interactive Chart with Aggregation"

        style="background-image: url(../_static/interactive_aggregation-thumb.png);"

    ></span>

     <span class="image-title">Interactive Chart with Aggregation</span>
   </a>
   
   <a class="imagegroup" href="interactive_cross_highlight.html">
   <span
        class="image" alt="Interactive Chart with Cross-Highlight"

        style="background-image: url(../_static/interactive_cross_highlight-thumb.png);"

    ></span>

     <span class="image-title">Interactive Chart with Cross-Highlight</span>
   </a>
   
   <a class="imagegroup" href="interactive_layered_crossfilter.html">
   <span
        class="image" alt="Interactive Crossfilter"

        style="background-image: url(../_static/interactive_layered_crossfilter-thumb.png);"

    ></span>

     <span class="image-title">Interactive Crossfilter</span>
   </a>
   
   <a class="imagegroup" href="interactive_legend.html">
   <span
        class="image" alt="Interactive Legend"

        style="background-image: url(../_static/interactive_legend-thumb.png);"

    ></span>

     <span class="image-title">Interactive Legend</span>
   </a>
   
   <a class="imagegroup" href="interactive_brush.html">
   <span
        class="image" alt="Interactive Rectangular Brush"

        style="background-image: url(../_static/interactive_brush-thumb.png);"

    ></span>

     <span class="image-title">Interactive Rectangular Brush</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_layered_histogram.html">
   <span
        class="image" alt="Interactive Scatter Plot and Linked Layered Histogram"

        style="background-image: url(../_static/scatter_with_layered_histogram-thumb.png);"

    ></span>

     <span class="image-title">Interactive Scatter Plot and Linked Layered Histogram</span>
   </a>
   
   <a class="imagegroup" href="interactive_column_selection.html">
   <span
        class="image" alt="Interactive Selection of Columns"

        style="background-image: url(../_static/interactive_column_selection-thumb.png);"

    ></span>

     <span class="image-title">Interactive Selection of Columns</span>
   </a>
   
   <a class="imagegroup" href="interval_selection_map_quakes.html">
   <span
        class="image" alt="Interval Selection on a Map"

        style="background-image: url(../_static/interval_selection_map_quakes-thumb.png);"

    ></span>

     <span class="image-title">Interval Selection on a Map</span>
   </a>
   
   <a class="imagegroup" href="interval_selection.html">
   <span
        class="image" alt="Interval Selection with Initial Date Range"

        style="background-image: url(../_static/interval_selection-thumb.png);"

    ></span>

     <span class="image-title">Interval Selection with Initial Date Range</span>
   </a>
   
   <a class="imagegroup" href="multiline_highlight.html">
   <span
        class="image" alt="Multi-Line Highlight"

        style="background-image: url(../_static/multiline_highlight-thumb.png);"

    ></span>

     <span class="image-title">Multi-Line Highlight</span>
   </a>
   
   <a class="imagegroup" href="multiline_tooltip.html">
   <span
        class="image" alt="Multi-Line Tooltip"

        style="background-image: url(../_static/multiline_tooltip-thumb.png);"

    ></span>

     <span class="image-title">Multi-Line Tooltip</span>
   </a>
   
   <a class="imagegroup" href="multiline_tooltip_standard.html">
   <span
        class="image" alt="Multi-Line Tooltip (Standard)"

        style="background-image: url(../_static/multiline_tooltip_standard-thumb.png);"

    ></span>

     <span class="image-title">Multi-Line Tooltip (Standard)</span>
   </a>
   
   <a class="imagegroup" href="scatter_linked_brush.html">
   <span
        class="image" alt="Multi-panel Scatter Plot with Linked Brushing"

        style="background-image: url(../_static/scatter_linked_brush-thumb.png);"

    ></span>

     <span class="image-title">Multi-panel Scatter Plot with Linked Brushing</span>
   </a>
   
   <a class="imagegroup" href="multiple_interactions.html">
   <span
        class="image" alt="Multiple Interactions"

        style="background-image: url(../_static/multiple_interactions-thumb.png);"

    ></span>

     <span class="image-title">Multiple Interactions</span>
   </a>
   
   <a class="imagegroup" href="interactive_reorder_stacked_bars.html">
   <span
        class="image" alt="Reorder stacked bar segments"

        style="background-image: url(../_static/interactive_reorder_stacked_bars-thumb.png);"

    ></span>

     <span class="image-title">Reorder stacked bar segments</span>
   </a>
   
   <a class="imagegroup" href="scatter_with_histogram.html">
   <span
        class="image" alt="Scatter Plot and Histogram with Interval Selection"

        style="background-image: url(../_static/scatter_with_histogram-thumb.png);"

    ></span>

     <span class="image-title">Scatter Plot and Histogram with Interval Selection</span>
   </a>
   
   <a class="imagegroup" href="scatter_point_paths_hover.html">
   <span
        class="image" alt="Scatter plot with point paths on hover with search box"

        style="background-image: url(../_static/scatter_point_paths_hover-thumb.png);"

    ></span>

     <span class="image-title">Scatter plot with point paths on hover with search box</span>
   </a>
   
   <a class="imagegroup" href="select_detail.html">
   <span
        class="image" alt="Selection Detail"

        style="background-image: url(../_static/select_detail-thumb.png);"

    ></span>

     <span class="image-title">Selection Detail</span>
   </a>
   
   <a class="imagegroup" href="selection_histogram.html">
   <span
        class="image" alt="Selection Histogram"

        style="background-image: url(../_static/selection_histogram-thumb.png);"

    ></span>

     <span class="image-title">Selection Histogram</span>
   </a>
   
   <a class="imagegroup" href="selection_zorder.html">
   <span
        class="image" alt="Selection zorder"

        style="background-image: url(../_static/selection_zorder-thumb.png);"

    ></span>

     <span class="image-title">Selection zorder</span>
   </a>
   
   <a class="imagegroup" href="interactive_scatter_plot.html">
   <span
        class="image" alt="Simple Interactive Colored Scatter Plot"

        style="background-image: url(../_static/interactive_scatter_plot-thumb.png);"

    ></span>

     <span class="image-title">Simple Interactive Colored Scatter Plot</span>
   </a>
   
   <a class="imagegroup" href="slider_cutoff.html">
   <span
        class="image" alt="Slider Cutoff"

        style="background-image: url(../_static/slider_cutoff-thumb.png);"

    ></span>

     <span class="image-title">Slider Cutoff</span>
   </a>
   
   <a class="imagegroup" href="select_mark_area.html">
   <span
        class="image" alt="Using Selection Interval with mark_area"

        style="background-image: url(../_static/select_mark_area-thumb.png);"

    ></span>

     <span class="image-title">Using Selection Interval with mark_area</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Advanced Calculations:

Advanced Calculations
~~~~~~~~~~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="calculate_residuals.html">
   <span
        class="image" alt="Calculate Residuals"

        style="background-image: url(../_static/calculate_residuals-thumb.png);"

    ></span>

     <span class="image-title">Calculate Residuals</span>
   </a>
   
   <a class="imagegroup" href="candlestick_chart.html">
   <span
        class="image" alt="Candlestick Chart"

        style="background-image: url(../_static/candlestick_chart-thumb.png);"

    ></span>

     <span class="image-title">Candlestick Chart</span>
   </a>
   
   <a class="imagegroup" href="comet_chart.html">
   <span
        class="image" alt="Comet Chart"

        style="background-image: url(../_static/comet_chart-thumb.png);"

    ></span>

     <span class="image-title">Comet Chart</span>
   </a>
   
   <a class="imagegroup" href="line_chart_with_cumsum_faceted.html">
   <span
        class="image" alt="Faceted Line Chart with Cumulative Sum"

        style="background-image: url(../_static/line_chart_with_cumsum_faceted-thumb.png);"

    ></span>

     <span class="image-title">Faceted Line Chart with Cumulative Sum</span>
   </a>
   
   <a class="imagegroup" href="gantt_chart.html">
   <span
        class="image" alt="Gantt Chart"

        style="background-image: url(../_static/gantt_chart-thumb.png);"

    ></span>

     <span class="image-title">Gantt Chart</span>
   </a>
   
   <a class="imagegroup" href="isotype_grid.html">
   <span
        class="image" alt="Isotype Grid"

        style="background-image: url(../_static/isotype_grid-thumb.png);"

    ></span>

     <span class="image-title">Isotype Grid</span>
   </a>
   
   <a class="imagegroup" href="isotype.html">
   <span
        class="image" alt="Isotype Visualization"

        style="background-image: url(../_static/isotype-thumb.png);"

    ></span>

     <span class="image-title">Isotype Visualization</span>
   </a>
   
   <a class="imagegroup" href="isotype_emoji.html">
   <span
        class="image" alt="Isotype Visualization with Emoji"

        style="background-image: url(../_static/isotype_emoji-thumb.svg);"

    ></span>

     <span class="image-title">Isotype Visualization with Emoji</span>
   </a>
   
   <a class="imagegroup" href="layered_chart_with_dual_axis.html">
   <span
        class="image" alt="Layered chart with Dual-Axis"

        style="background-image: url(../_static/layered_chart_with_dual_axis-thumb.png);"

    ></span>

     <span class="image-title">Layered chart with Dual-Axis</span>
   </a>
   
   <a class="imagegroup" href="normed_parallel_coordinates.html">
   <span
        class="image" alt="Normalized Parallel Coordinates"

        style="background-image: url(../_static/normed_parallel_coordinates-thumb.png);"

    ></span>

     <span class="image-title">Normalized Parallel Coordinates</span>
   </a>
   
   <a class="imagegroup" href="parallel_coordinates.html">
   <span
        class="image" alt="Parallel Coordinates"

        style="background-image: url(../_static/parallel_coordinates-thumb.png);"

    ></span>

     <span class="image-title">Parallel Coordinates</span>
   </a>
   
   <a class="imagegroup" href="ranged_dot_plot.html">
   <span
        class="image" alt="Ranged Dot Plot"

        style="background-image: url(../_static/ranged_dot_plot-thumb.png);"

    ></span>

     <span class="image-title">Ranged Dot Plot</span>
   </a>
   
   <a class="imagegroup" href="sorted_error_bars_with_ci.html">
   <span
        class="image" alt="Sorted Error Bars showing Confidence Interval"

        style="background-image: url(../_static/sorted_error_bars_with_ci-thumb.png);"

    ></span>

     <span class="image-title">Sorted Error Bars showing Confidence Interval</span>
   </a>
   
   <a class="imagegroup" href="stem_and_leaf.html">
   <span
        class="image" alt="Stem and Leaf Plot"

        style="background-image: url(../_static/stem_and_leaf-thumb.png);"

    ></span>

     <span class="image-title">Stem and Leaf Plot</span>
   </a>
   
   <a class="imagegroup" href="top_k_items.html">
   <span
        class="image" alt="Top K Items"

        style="background-image: url(../_static/top_k_items-thumb.png);"

    ></span>

     <span class="image-title">Top K Items</span>
   </a>
   
   <a class="imagegroup" href="top_k_letters.html">
   <span
        class="image" alt="Top K Letters"

        style="background-image: url(../_static/top_k_letters-thumb.png);"

    ></span>

     <span class="image-title">Top K Letters</span>
   </a>
   
   <a class="imagegroup" href="top_k_with_others.html">
   <span
        class="image" alt="Top-K Plot with Others"

        style="background-image: url(../_static/top_k_with_others-thumb.png);"

    ></span>

     <span class="image-title">Top-K Plot with Others</span>
   </a>
   
   <a class="imagegroup" href="waterfall_chart.html">
   <span
        class="image" alt="Waterfall Chart"

        style="background-image: url(../_static/waterfall_chart-thumb.png);"

    ></span>

     <span class="image-title">Waterfall Chart</span>
   </a>
   
   <a class="imagegroup" href="wilkinson-dot-plot.html">
   <span
        class="image" alt="Wilkinson Dot Plot"

        style="background-image: url(../_static/wilkinson-dot-plot-thumb.png);"

    ></span>

     <span class="image-title">Wilkinson Dot Plot</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>



.. _gallery-category-Case Studies:

Case Studies
~~~~~~~~~~~~

.. raw:: html

   <span class="gallery">
   
   <a class="imagegroup" href="anscombe_plot.html">
   <span
        class="image" alt="Anscombe's Quartet"

        style="background-image: url(../_static/anscombe_plot-thumb.png);"

    ></span>

     <span class="image-title">Anscombe's Quartet</span>
   </a>
   
   <a class="imagegroup" href="co2_concentration.html">
   <span
        class="image" alt="Atmospheric CO2 Concentration"

        style="background-image: url(../_static/co2_concentration-thumb.png);"

    ></span>

     <span class="image-title">Atmospheric CO2 Concentration</span>
   </a>
   
   <a class="imagegroup" href="beckers_barley_facet.html">
   <span
        class="image" alt="Becker's Barley Faceted Plot"

        style="background-image: url(../_static/beckers_barley_facet-thumb.png);"

    ></span>

     <span class="image-title">Becker's Barley Faceted Plot</span>
   </a>
   
   <a class="imagegroup" href="beckers_barley_wrapped_facet.html">
   <span
        class="image" alt="Becker's Barley Wrapped Facet Plot"

        style="background-image: url(../_static/beckers_barley_wrapped_facet-thumb.png);"

    ></span>

     <span class="image-title">Becker's Barley Wrapped Facet Plot</span>
   </a>
   
   <a class="imagegroup" href="deviation_ellipses.html">
   <span
        class="image" alt="Confidence Interval Ellipses"

        style="background-image: url(../_static/deviation_ellipses-thumb.png);"

    ></span>

     <span class="image-title">Confidence Interval Ellipses</span>
   </a>
   
   <a class="imagegroup" href="airport_connections.html">
   <span
        class="image" alt="Connections Among U.S. Airports Interactive"

        style="background-image: url(../_static/airport_connections-thumb.png);"

    ></span>

     <span class="image-title">Connections Among U.S. Airports Interactive</span>
   </a>
   
   <a class="imagegroup" href="dendrogram.html">
   <span
        class="image" alt="Dendrogram of Hierarchical Clustering"

        style="background-image: url(../_static/dendrogram-thumb.png);"

    ></span>

     <span class="image-title">Dendrogram of Hierarchical Clustering</span>
   </a>
   
   <a class="imagegroup" href="gapminder_bubble_plot.html">
   <span
        class="image" alt="Gapminder Bubble Plot"

        style="background-image: url(../_static/gapminder_bubble_plot-thumb.png);"

    ></span>

     <span class="image-title">Gapminder Bubble Plot</span>
   </a>
   
   <a class="imagegroup" href="natural_disasters.html">
   <span
        class="image" alt="Global Deaths from Natural Disasters"

        style="background-image: url(../_static/natural_disasters-thumb.png);"

    ></span>

     <span class="image-title">Global Deaths from Natural Disasters</span>
   </a>
   
   <a class="imagegroup" href="iowa_electricity.html">
   <span
        class="image" alt="Iowa's Renewable Energy Boom"

        style="background-image: url(../_static/iowa_electricity-thumb.png);"

    ></span>

     <span class="image-title">Iowa's Renewable Energy Boom</span>
   </a>
   
   <a class="imagegroup" href="london_tube.html">
   <span
        class="image" alt="London Tube Lines"

        style="background-image: url(../_static/london_tube-thumb.png);"

    ></span>

     <span class="image-title">London Tube Lines</span>
   </a>
   
   <a class="imagegroup" href="one_dot_per_zipcode.html">
   <span
        class="image" alt="One Dot Per Zipcode"

        style="background-image: url(../_static/one_dot_per_zipcode-thumb.png);"

    ></span>

     <span class="image-title">One Dot Per Zipcode</span>
   </a>
   
   <a class="imagegroup" href="falkensee.html">
   <span
        class="image" alt="Population of Falkensee from 1875 to 2014"

        style="background-image: url(../_static/falkensee-thumb.png);"

    ></span>

     <span class="image-title">Population of Falkensee from 1875 to 2014</span>
   </a>
   
   <a class="imagegroup" href="pyramid.html">
   <span
        class="image" alt="Pyramid Pie Chart"

        style="background-image: url(../_static/pyramid-thumb.png);"

    ></span>

     <span class="image-title">Pyramid Pie Chart</span>
   </a>
   
   <a class="imagegroup" href="seattle_weather_interactive.html">
   <span
        class="image" alt="Seattle Weather Interactive"

        style="background-image: url(../_static/seattle_weather_interactive-thumb.png);"

    ></span>

     <span class="image-title">Seattle Weather Interactive</span>
   </a>
   
   <a class="imagegroup" href="us_employment.html">
   <span
        class="image" alt="The U.S. Employment Crash During the Great Recession"

        style="background-image: url(../_static/us_employment-thumb.png);"

    ></span>

     <span class="image-title">The U.S. Employment Crash During the Great Recession</span>
   </a>
   
   <a class="imagegroup" href="us_state_capitals.html">
   <span
        class="image" alt="U.S. State Capitals Overlaid on a Map of the U.S"

        style="background-image: url(../_static/us_state_capitals-thumb.png);"

    ></span>

     <span class="image-title">U.S. State Capitals Overlaid on a Map of the U.S</span>
   </a>
   
   <a class="imagegroup" href="us_population_pyramid_over_time.html">
   <span
        class="image" alt="US Population Pyramid Over Time"

        style="background-image: url(../_static/us_population_pyramid_over_time-thumb.png);"

    ></span>

     <span class="image-title">US Population Pyramid Over Time</span>
   </a>
   
   <a class="imagegroup" href="us_population_over_time.html">
   <span
        class="image" alt="US Population by Age and Sex"

        style="background-image: url(../_static/us_population_over_time-thumb.png);"

    ></span>

     <span class="image-title">US Population by Age and Sex</span>
   </a>
   
   <a class="imagegroup" href="us_population_over_time_facet.html">
   <span
        class="image" alt="US Population: Wrapped Facet"

        style="background-image: url(../_static/us_population_over_time_facet-thumb.png);"

    ></span>

     <span class="image-title">US Population: Wrapped Facet</span>
   </a>
   
   <a class="imagegroup" href="wheat_wages.html">
   <span
        class="image" alt="Wheat and Wages"

        style="background-image: url(../_static/wheat_wages-thumb.png);"

    ></span>

     <span class="image-title">Wheat and Wages</span>
   </a>
   
   </span>

   <div style='clear:both;'></div>




.. toctree::
   :maxdepth: 2
   :caption: Examples
   :hidden:

   Gallery <self>
   Tutorials <../case_studies/index>