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*******************
``matplotlib.axes``
*******************
The `~.axes.Axes` class represents one (sub-)plot in a figure. It contains the
plotted data, axis ticks, labels, title, legend, etc. Its methods are the main
interface for manipulating the plot.
.. currentmodule:: matplotlib.axes
.. contents:: Table of Contents
:depth: 2
:local:
:backlinks: entry
:class: multicol-toc
.. automodule:: matplotlib.axes
:no-members:
:no-undoc-members:
The Axes class
==============
.. autosummary::
:toctree: _as_gen
:template: autosummary_class_only.rst
:nosignatures:
Axes
Attributes
----------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.viewLim
Axes.dataLim
Plotting
========
Basic
-----
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.plot
Axes.errorbar
Axes.scatter
Axes.plot_date
Axes.step
Axes.loglog
Axes.semilogx
Axes.semilogy
Axes.fill_between
Axes.fill_betweenx
Axes.bar
Axes.barh
Axes.bar_label
Axes.stem
Axes.eventplot
Axes.pie
Axes.stackplot
Axes.broken_barh
Axes.vlines
Axes.hlines
Axes.fill
Spans
-----
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.axhline
Axes.axhspan
Axes.axvline
Axes.axvspan
Axes.axline
Spectral
--------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.acorr
Axes.angle_spectrum
Axes.cohere
Axes.csd
Axes.magnitude_spectrum
Axes.phase_spectrum
Axes.psd
Axes.specgram
Axes.xcorr
Statistics
----------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.ecdf
Axes.boxplot
Axes.violinplot
Axes.bxp
Axes.violin
Binned
------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.hexbin
Axes.hist
Axes.hist2d
Axes.stairs
Contours
--------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.clabel
Axes.contour
Axes.contourf
2D arrays
---------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.imshow
Axes.matshow
Axes.pcolor
Axes.pcolorfast
Axes.pcolormesh
Axes.spy
Unstructured triangles
----------------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.tripcolor
Axes.triplot
Axes.tricontour
Axes.tricontourf
Text and annotations
--------------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.annotate
Axes.text
Axes.table
Axes.arrow
Axes.inset_axes
Axes.indicate_inset
Axes.indicate_inset_zoom
Axes.secondary_xaxis
Axes.secondary_yaxis
Vector fields
-------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.barbs
Axes.quiver
Axes.quiverkey
Axes.streamplot
Clearing
========
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.cla
Axes.clear
Appearance
==========
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.axis
Axes.set_axis_off
Axes.set_axis_on
Axes.set_frame_on
Axes.get_frame_on
Axes.set_axisbelow
Axes.get_axisbelow
Axes.grid
Axes.get_facecolor
Axes.set_facecolor
Property cycle
==============
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.set_prop_cycle
.. _axes-api-axis:
Axis / limits
=============
.. For families of methods of the form {get,set}_{x,y}foo, try to list them in
the order set_xfoo, get_xfoo, set_yfoo, get_yfoo
Axis access
-----------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.xaxis
Axes.yaxis
Axes.get_xaxis
Axes.get_yaxis
Axis limits and direction
-------------------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.invert_xaxis
Axes.xaxis_inverted
Axes.invert_yaxis
Axes.yaxis_inverted
Axes.set_xlim
Axes.get_xlim
Axes.set_ylim
Axes.get_ylim
Axes.update_datalim
Axes.set_xbound
Axes.get_xbound
Axes.set_ybound
Axes.get_ybound
Axis labels, title, and legend
------------------------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.set_xlabel
Axes.get_xlabel
Axes.set_ylabel
Axes.get_ylabel
Axes.label_outer
Axes.set_title
Axes.get_title
Axes.legend
Axes.get_legend
Axes.get_legend_handles_labels
Axis scales
-----------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.set_xscale
Axes.get_xscale
Axes.set_yscale
Axes.get_yscale
Autoscaling and margins
-----------------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.use_sticky_edges
Axes.margins
Axes.get_xmargin
Axes.get_ymargin
Axes.set_xmargin
Axes.set_ymargin
Axes.relim
Axes.autoscale
Axes.autoscale_view
Axes.set_autoscale_on
Axes.get_autoscale_on
Axes.set_autoscalex_on
Axes.get_autoscalex_on
Axes.set_autoscaley_on
Axes.get_autoscaley_on
Aspect ratio
------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.apply_aspect
Axes.set_aspect
Axes.get_aspect
Axes.set_box_aspect
Axes.get_box_aspect
Axes.set_adjustable
Axes.get_adjustable
Ticks and tick labels
---------------------
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.set_xticks
Axes.get_xticks
Axes.set_xticklabels
Axes.get_xticklabels
Axes.get_xmajorticklabels
Axes.get_xminorticklabels
Axes.get_xgridlines
Axes.get_xticklines
Axes.xaxis_date
Axes.set_yticks
Axes.get_yticks
Axes.set_yticklabels
Axes.get_yticklabels
Axes.get_ymajorticklabels
Axes.get_yminorticklabels
Axes.get_ygridlines
Axes.get_yticklines
Axes.yaxis_date
Axes.minorticks_off
Axes.minorticks_on
Axes.ticklabel_format
Axes.tick_params
Axes.locator_params
Units
=====
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.convert_xunits
Axes.convert_yunits
Axes.have_units
Adding artists
==============
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.add_artist
Axes.add_child_axes
Axes.add_collection
Axes.add_container
Axes.add_image
Axes.add_line
Axes.add_patch
Axes.add_table
Twinning and sharing
====================
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.twinx
Axes.twiny
Axes.sharex
Axes.sharey
Axes.get_shared_x_axes
Axes.get_shared_y_axes
Axes position
=============
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.get_anchor
Axes.set_anchor
Axes.get_axes_locator
Axes.set_axes_locator
Axes.get_subplotspec
Axes.set_subplotspec
Axes.reset_position
Axes.get_position
Axes.set_position
Async/event based
=================
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.stale
Axes.pchanged
Axes.add_callback
Axes.remove_callback
Interactive
===========
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.can_pan
Axes.can_zoom
Axes.get_navigate
Axes.set_navigate
Axes.get_navigate_mode
Axes.set_navigate_mode
Axes.get_forward_navigation_events
Axes.set_forward_navigation_events
Axes.start_pan
Axes.drag_pan
Axes.end_pan
Axes.format_coord
Axes.format_cursor_data
Axes.format_xdata
Axes.format_ydata
Axes.mouseover
Axes.in_axes
Axes.contains
Axes.contains_point
Axes.get_cursor_data
Children
========
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.get_children
Axes.get_images
Axes.get_lines
Axes.findobj
Drawing
=======
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.draw
Axes.draw_artist
Axes.redraw_in_frame
Axes.get_rasterization_zorder
Axes.set_rasterization_zorder
Axes.get_window_extent
Axes.get_tightbbox
Projection
==========
Methods used by `~matplotlib.axis.Axis` that must be overridden for
non-rectilinear Axes.
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.name
Axes.get_xaxis_transform
Axes.get_yaxis_transform
Axes.get_data_ratio
Axes.get_xaxis_text1_transform
Axes.get_xaxis_text2_transform
Axes.get_yaxis_text1_transform
Axes.get_yaxis_text2_transform
Other
=====
.. autosummary::
:toctree: _as_gen
:template: autosummary.rst
:nosignatures:
Axes.zorder
Axes.get_default_bbox_extra_artists
Axes.get_transformed_clip_path_and_affine
Axes.has_data
Axes.set
Axes.remove
.. autoclass:: matplotlib.axes.Axes.ArtistList
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