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Statistical plots

docs/bokeh/source/docs/user_guide/topics/stats.rst

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.. _ug_topics_stats:

Statistical plots

.. _ug_topics_stats_histogram:

Histogram

Use |quad| glyphs to create a histogram plotted from np.histogram output

.. bokeh-plot:: REPO/examples/topics/stats/histogram.py :source-position: above

A population pyramid plot is a divergent horizontal bar plot that can be used to compare distributions between two groups. In Bokeh they can be created using |hbar| glyphs.

.. bokeh-plot:: REPO/examples/topics/stats/pyramid.py :source-position: above

.. _ug_topics_stats_boxplot:

Boxplot

Box plots can be assembled using |Whisker| annotations, |vbar| and |scatter| glyphs:

.. bokeh-plot:: REPO/examples/topics/stats/boxplot.py :source-position: above

.. _ug_topics_stats_kde:

Kernel density estimation

.. bokeh-plot:: REPO/examples/topics/stats/kde2d.py :source-position: above

Kernel density estimates can also be plotted using |varea| glyphs:

.. bokeh-plot:: REPO/examples/topics/stats/density.py :source-position: above

.. _ug_topics_stats_sinaplot:

SinaPlot

SinaPlots can be assembled using the |harea| and |scatter| glyphs:

.. bokeh-plot:: REPO/examples/topics/stats/sinaplot.py :source-position: above

.. _ug_topics_stats_splom:

SPLOM

A SPLOM is "scatter plot matrix" that arranges multiple scatter plots in a grid fashion in order to highlight correlations between dimensions. Key components of a SPLOM are :ref:ug_interaction_linked_panning and :ref:ug_interaction_linked_brushing as demonstrated in this example:

.. bokeh-plot:: REPO/examples/topics/stats/splom.py :source-position: above

.. |harea| replace:: :func:~bokeh.plotting.figure.harea .. |hbar| replace:: :func:~bokeh.plotting.figure.hbar .. |quad| replace:: :func:~bokeh.plotting.figure.quad .. |scatter| replace:: :func:~bokeh.plotting.figure.scatter .. |varea| replace:: :func:~bokeh.plotting.figure.varea .. |vbar| replace:: :func:~bokeh.plotting.figure.vbar .. |Whisker| replace:: :class:~bokeh.models.annotations.Whisker