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code stringlengths 300 16.2k	example_id stringlengths 28 79	figure_index int64 0 26	figure_name stringclasses 28 values	title stringlengths 38 94	example_page_url stringlengths 61 195	source_url stringlengths 80 111	source_relpath stringlengths 6 37	category_hint stringclasses 24 values	status stringclasses 1 value	num_figures int64 1 27	error null
""" ================================================ Combine two subplots using subplots and GridSpec ================================================ Sometimes we want to combine two subplots in an Axes layout created with `~.Figure.subplots`. We can get the `~.gridspec.GridSpec` from the Axes and then remove the co...	stable__gallery__subplots_axes_and_figures__gridspec_and_subplots	0	figure_000.png	Combine two subplots using subplots and GridSpec — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/gridspec_and_subplots.html#sphx-glr-download-gallery-subplots-axes-and-figures-gridspec-and-subplots-py	https://matplotlib.org/stable/_downloads/1e01451841b499da6640677973bcab50/gridspec_and_subplots.py	gridspec_and_subplots.py	subplots_axes_and_figures	ok	1	null
""" ======================================== GridSpec with variable sizes and spacing ======================================== This example demonstrates the use of `.GridSpec` to generate subplots, the control of the relative sizes of subplots with width_ratios and height_ratios, and the control of the spacing aro...	stable__gallery__subplots_axes_and_figures__gridspec_customization	0	figure_000.png	GridSpec with variable sizes and spacing — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/gridspec_customization.html#sphx-glr-download-gallery-subplots-axes-and-figures-gridspec-customization-py	https://matplotlib.org/stable/_downloads/d2a676c30804b3fae8ca5b0fd74cebe1/gridspec_customization.py	gridspec_customization.py	subplots_axes_and_figures	ok	2	null
""" ======================================== GridSpec with variable sizes and spacing ======================================== This example demonstrates the use of `.GridSpec` to generate subplots, the control of the relative sizes of subplots with width_ratios and height_ratios, and the control of the spacing aro...	stable__gallery__subplots_axes_and_figures__gridspec_customization	1	figure_001.png	GridSpec with variable sizes and spacing — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/gridspec_customization.html#sphx-glr-download-gallery-subplots-axes-and-figures-gridspec-customization-py	https://matplotlib.org/stable/_downloads/d2a676c30804b3fae8ca5b0fd74cebe1/gridspec_customization.py	gridspec_customization.py	subplots_axes_and_figures	ok	2	null
""" ============================================= Gridspec for multi-column/row subplot layouts ============================================= `.GridSpec` is a flexible way to layout subplot grids. Here is an example with a 3x3 grid, and axes spanning all three columns, two columns, and two rows. """ import matplotli...	stable__gallery__subplots_axes_and_figures__gridspec_multicolumn	0	figure_000.png	Gridspec for multi-column/row subplot layouts — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/gridspec_multicolumn.html#sphx-glr-download-gallery-subplots-axes-and-figures-gridspec-multicolumn-py	https://matplotlib.org/stable/_downloads/d13b9f7b735ed9cdf774ff1d83114d08/gridspec_multicolumn.py	gridspec_multicolumn.py	subplots_axes_and_figures	ok	1	null
""" ================ Nested Gridspecs ================ GridSpecs can be nested, so that a subplot from a parent GridSpec can set the position for a nested grid of subplots. Note that the same functionality can be achieved more directly with `~.Figure.subfigures`; see :doc:`/gallery/subplots_axes_and_figures/subfigure...	stable__gallery__subplots_axes_and_figures__gridspec_nested	0	figure_000.png	Nested Gridspecs — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/gridspec_nested.html#sphx-glr-download-gallery-subplots-axes-and-figures-gridspec-nested-py	https://matplotlib.org/stable/_downloads/6f740ff878eb7af08d204edefcd427ba/gridspec_nested.py	gridspec_nested.py	subplots_axes_and_figures	ok	1	null
""" ============= Inverted axis ============= This example demonstrates two ways to invert the direction of an axis: - If you want to set explicit axis limits anyway, e.g. via `~.Axes.set_xlim`, you can swap the limit values: ``set_xlim(4, 0)`` instead of ``set_xlim(0, 4)``. - Use `.Axis.set_inverted` if you only...	stable__gallery__subplots_axes_and_figures__invert_axes	0	figure_000.png	Inverted axis — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/invert_axes.html#sphx-glr-download-gallery-subplots-axes-and-figures-invert-axes-py	https://matplotlib.org/stable/_downloads/d1b6738fcf4b442f210407389ef9e181/invert_axes.py	invert_axes.py	subplots_axes_and_figures	ok	1	null
""" ================================= Manage multiple figures in pyplot ================================= `matplotlib.pyplot` uses the concept of a current figure and current Axes. Figures are identified via a figure number that is passed to `~.pyplot.figure`. The figure with the given number is set as *current fi...	stable__gallery__subplots_axes_and_figures__multiple_figs_demo	0	figure_000.png	Manage multiple figures in pyplot — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/multiple_figs_demo.html#sphx-glr-download-gallery-subplots-axes-and-figures-multiple-figs-demo-py	https://matplotlib.org/stable/_downloads/059067d4247dad92d898873389274388/multiple_figs_demo.py	multiple_figs_demo.py	subplots_axes_and_figures	ok	2	null
""" ================================= Manage multiple figures in pyplot ================================= `matplotlib.pyplot` uses the concept of a current figure and current Axes. Figures are identified via a figure number that is passed to `~.pyplot.figure`. The figure with the given number is set as *current fi...	stable__gallery__subplots_axes_and_figures__multiple_figs_demo	1	figure_001.png	Manage multiple figures in pyplot — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/multiple_figs_demo.html#sphx-glr-download-gallery-subplots-axes-and-figures-multiple-figs-demo-py	https://matplotlib.org/stable/_downloads/059067d4247dad92d898873389274388/multiple_figs_demo.py	multiple_figs_demo.py	subplots_axes_and_figures	ok	2	null
""" ============== Secondary Axis ============== Sometimes we want a secondary axis on a plot, for instance to convert radians to degrees on the same plot. We can do this by making a child axes with only one axis visible via `.axes.Axes.secondary_xaxis` and `.axes.Axes.secondary_yaxis`. This secondary axis can have ...	stable__gallery__subplots_axes_and_figures__secondary_axis	0	figure_000.png	Secondary Axis — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/secondary_axis.html#sphx-glr-download-gallery-subplots-axes-and-figures-secondary-axis-py	https://matplotlib.org/stable/_downloads/e9052d0215fa39419437bd7cf90e02cb/secondary_axis.py	secondary_axis.py	subplots_axes_and_figures	ok	5	null
""" =========================== Share axis limits and views =========================== It's common to make two or more plots which share an axis, e.g., two subplots with time as a common axis. When you pan and zoom around on one, you want the other to move around with you. To facilitate this, matplotlib Axes suppor...	stable__gallery__subplots_axes_and_figures__share_axis_lims_views	0	figure_000.png	Share axis limits and views — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/share_axis_lims_views.html#sphx-glr-download-gallery-subplots-axes-and-figures-share-axis-lims-views-py	https://matplotlib.org/stable/_downloads/e29deef9b0546c8b5558462757e2cbaa/share_axis_lims_views.py	share_axis_lims_views.py	subplots_axes_and_figures	ok	1	null
""" =========== Shared axis =========== You can share the x- or y-axis limits for one axis with another by passing an `~.axes.Axes` instance as a sharex or sharey keyword argument. Changing the axis limits on one Axes will be reflected automatically in the other, and vice-versa, so when you navigate with the tool...	stable__gallery__subplots_axes_and_figures__shared_axis_demo	0	figure_000.png	Shared axis — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/shared_axis_demo.html#sphx-glr-download-gallery-subplots-axes-and-figures-shared-axis-demo-py	https://matplotlib.org/stable/_downloads/268bf2a830c1140e907940f9c32a672b/shared_axis_demo.py	shared_axis_demo.py	subplots_axes_and_figures	ok	1	null
""" ================= Figure subfigures ================= Sometimes it is desirable to have a figure with two different layouts in it. This can be achieved with :doc:`nested gridspecs</gallery/subplots_axes_and_figures/gridspec_nested>`, but having a virtual figure with its own artists is helpful, so Matplotlib also h...	stable__gallery__subplots_axes_and_figures__subfigures	0	figure_000.png	Figure subfigures — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subfigures.html#sphx-glr-download-gallery-subplots-axes-and-figures-subfigures-py	https://matplotlib.org/stable/_downloads/a60fd01ed70531c8e03f55f32b6c55ff/subfigures.py	subfigures.py	subplots_axes_and_figures	ok	4	null
""" ================= Multiple subplots ================= Simple demo with multiple subplots. For more options, see :doc:`/gallery/subplots_axes_and_figures/subplots_demo`. .. redirect-from:: /gallery/subplots_axes_and_figures/subplot_demo """ import matplotlib.pyplot as plt import numpy as np # Create some fake d...	stable__gallery__subplots_axes_and_figures__subplot	0	figure_000.png	Multiple subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplot.html#sphx-glr-download-gallery-subplots-axes-and-figures-subplot-py	https://matplotlib.org/stable/_downloads/9a9c8ab515a92a91eda7dac9bcb348ec/subplot.py	subplot.py	subplots_axes_and_figures	ok	2	null
""" ============ subplot2grid ============ This example demonstrates the use of `.pyplot.subplot2grid` to generate subplots. Using `.GridSpec`, as demonstrated in :doc:`/gallery/subplots_axes_and_figures/gridspec_customization` is generally preferred. .. redirect-from:: /gallery/userdemo/demo_gridspec01 """ import ...	stable__gallery__subplots_axes_and_figures__subplot2grid	0	figure_000.png	subplot2grid — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplot2grid.html#subplot2grid	https://matplotlib.org/stable/_downloads/4be179670089e2aef92ee35952df0b04/subplot2grid.py	subplot2grid.py	subplots_axes_and_figures	ok	1	null
""" ============================= Subplots spacings and margins ============================= Adjusting the spacing of margins and subplots using `.pyplot.subplots_adjust`. .. note:: There is also a tool window to adjust the margins and spacings of displayed figures interactively. It can be opened via the tool...	stable__gallery__subplots_axes_and_figures__subplots_adjust	0	figure_000.png	Subplots spacings and margins — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_adjust.html#subplots-spacings-and-margins	https://matplotlib.org/stable/_downloads/ae98d6400556dc85e7f24d68d8480dd7/subplots_adjust.py	subplots_adjust.py	subplots_axes_and_figures	ok	1	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	0	figure_000.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	1	figure_001.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	2	figure_002.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	3	figure_003.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	4	figure_004.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	5	figure_005.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	6	figure_006.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	7	figure_007.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	8	figure_008.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	9	figure_009.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	10	figure_010.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	11	figure_011.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =============================================== Create multiple subplots using ``plt.subplots`` =============================================== `.pyplot.subplots` creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. For more advan...	stable__gallery__subplots_axes_and_figures__subplots_demo	12	figure_012.png	Create multiple subplots using plt.subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/subplots_demo.html#stacking-subplots-in-two-directions	https://matplotlib.org/stable/_downloads/5c62f1316efb781bfb7c3acccd2b688c/subplots_demo.py	subplots_demo.py	subplots_axes_and_figures	ok	13	null
""" =========================== Plots with different scales =========================== Two plots on the same Axes with different left and right scales. The trick is to use two different Axes that share the same x axis. You can use separate `matplotlib.ticker` formatters and locators as desired since the two Axes...	stable__gallery__subplots_axes_and_figures__two_scales	0	figure_000.png	Plots with different scales — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/two_scales.html#sphx-glr-download-gallery-subplots-axes-and-figures-two-scales-py	https://matplotlib.org/stable/_downloads/dabc4913b2e476e7980afa4897896ece/two_scales.py	two_scales.py	subplots_axes_and_figures	ok	1	null
""" ====================== Zoom region inset Axes ====================== Example of an inset Axes and a rectangle showing where the zoom is located. """ import numpy as np from matplotlib import cbook from matplotlib import pyplot as plt fig, ax = plt.subplots() # make data Z = cbook.get_sample_data("axes_grid/biv...	stable__gallery__subplots_axes_and_figures__zoom_inset_axes	0	figure_000.png	Zoom region inset Axes — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/subplots_axes_and_figures/zoom_inset_axes.html#zoom-region-inset-axes	https://matplotlib.org/stable/_downloads/7600459cba10d19716daad4a919e2705/zoom_inset_axes.py	zoom_inset_axes.py	subplots_axes_and_figures	ok	1	null
r""" ============= Accented text ============= Matplotlib supports accented characters via TeX mathtext or Unicode. Using mathtext, the following accents are provided: \\hat, \\breve, \\grave, \\bar, \\acute, \\tilde, \\vec, \\dot, \\ddot. All of them have the same syntax, e.g. \\bar{o} yields "o overbar", \\ddot{o}...	stable__gallery__text_labels_and_annotations__accented_text	0	figure_000.png	Accented text — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/accented_text.html#sphx-glr-download-gallery-text-labels-and-annotations-accented-text-py	https://matplotlib.org/stable/_downloads/6fd60662b3bc1e803fc9f7e8e24a9025/accented_text.py	accented_text.py	text_labels_and_annotations	ok	2	null
r""" ============= Accented text ============= Matplotlib supports accented characters via TeX mathtext or Unicode. Using mathtext, the following accents are provided: \\hat, \\breve, \\grave, \\bar, \\acute, \\tilde, \\vec, \\dot, \\ddot. All of them have the same syntax, e.g. \\bar{o} yields "o overbar", \\ddot{o}...	stable__gallery__text_labels_and_annotations__accented_text	1	figure_001.png	Accented text — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/accented_text.html#sphx-glr-download-gallery-text-labels-and-annotations-accented-text-py	https://matplotlib.org/stable/_downloads/6fd60662b3bc1e803fc9f7e8e24a9025/accented_text.py	accented_text.py	text_labels_and_annotations	ok	2	null
""" ============== Align y-labels ============== Two methods are shown here, one using a short call to `.Figure.align_ylabels` and the second a manual way to align the labels. .. redirect-from:: /gallery/pyplots/align_ylabels """ import matplotlib.pyplot as plt import numpy as np def make_plot(axs): box = dict(...	stable__gallery__text_labels_and_annotations__align_ylabels	0	figure_000.png	Align y-labels — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/align_ylabels.html#sphx-glr-download-gallery-text-labels-and-annotations-align-ylabels-py	https://matplotlib.org/stable/_downloads/a7cb4dbd7d8bb0c0adb3f15a2ae98b68/align_ylabels.py	align_ylabels.py	text_labels_and_annotations	ok	2	null
""" =========================== Scale invariant angle label =========================== This example shows how to create a scale invariant angle annotation. It is often useful to mark angles between lines or inside shapes with a circular arc. While Matplotlib provides an `~.patches.Arc`, an inherent problem when direc...	stable__gallery__text_labels_and_annotations__angle_annotation	0	figure_000.png	Scale invariant angle label — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/angle_annotation.html#usage	https://matplotlib.org/stable/_downloads/c293090f798b3d244c3be9d67f90f728/angle_annotation.py	angle_annotation.py	text_labels_and_annotations	ok	2	null
""" =========================== Scale invariant angle label =========================== This example shows how to create a scale invariant angle annotation. It is often useful to mark angles between lines or inside shapes with a circular arc. While Matplotlib provides an `~.patches.Arc`, an inherent problem when direc...	stable__gallery__text_labels_and_annotations__angle_annotation	1	figure_001.png	Scale invariant angle label — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/angle_annotation.html#usage	https://matplotlib.org/stable/_downloads/c293090f798b3d244c3be9d67f90f728/angle_annotation.py	angle_annotation.py	text_labels_and_annotations	ok	2	null
""" =================================== Angle annotations on bracket arrows =================================== This example shows how to add angle annotations to bracket arrow styles created using `.FancyArrowPatch`. angleA and angleB are measured from a vertical line as positive (to the left) or negative (to the...	stable__gallery__text_labels_and_annotations__angles_on_bracket_arrows	0	figure_000.png	Angle annotations on bracket arrows — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/angles_on_bracket_arrows.html#sphx-glr-download-gallery-text-labels-and-annotations-angles-on-bracket-arrows-py	https://matplotlib.org/stable/_downloads/4af2c72e985d6771b93719ce29b0b6ac/angles_on_bracket_arrows.py	angles_on_bracket_arrows.py	text_labels_and_annotations	ok	1	null
""" ================== Annotate transform ================== This example shows how to use different coordinate systems for annotations. For a complete overview of the annotation capabilities, also see the :ref:`annotation tutorial<annotations>`. .. redirect-from:: /gallery/pyplots/annotate_transform """ import matp...	stable__gallery__text_labels_and_annotations__annotate_transform	0	figure_000.png	Annotate transform — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotate_transform.html#sphx-glr-download-gallery-text-labels-and-annotations-annotate-transform-py	https://matplotlib.org/stable/_downloads/769c988a8b983293c51e2052df2b2526/annotate_transform.py	annotate_transform.py	text_labels_and_annotations	ok	1	null
""" ================= Annotating a plot ================= This example shows how to annotate a plot with an arrow pointing to provided coordinates. We modify the defaults of the arrow, to "shrink" it. For a complete overview of the annotation capabilities, also see the :ref:`annotation tutorial<annotations>`. .. red...	stable__gallery__text_labels_and_annotations__annotation_basic	0	figure_000.png	Annotating a plot — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_basic.html#sphx-glr-download-gallery-text-labels-and-annotations-annotation-basic-py	https://matplotlib.org/stable/_downloads/6233ee91b5659f73e6087e12c2079d1d/annotation_basic.py	annotation_basic.py	text_labels_and_annotations	ok	1	null
""" ============== Annotate plots ============== The following examples show ways to annotate plots in Matplotlib. This includes highlighting specific points of interest and using various visual tools to call attention to this point. For a more complete and in-depth description of the annotation and text tools in Matp...	stable__gallery__text_labels_and_annotations__annotation_demo	0	figure_000.png	Annotate plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_demo.html#using-multiple-coordinate-systems-and-axis-types	https://matplotlib.org/stable/_downloads/d9affd4778c6449c175e11db4270dc15/annotation_demo.py	annotation_demo.py	text_labels_and_annotations	ok	6	null
""" ============== Annotate plots ============== The following examples show ways to annotate plots in Matplotlib. This includes highlighting specific points of interest and using various visual tools to call attention to this point. For a more complete and in-depth description of the annotation and text tools in Matp...	stable__gallery__text_labels_and_annotations__annotation_demo	1	figure_001.png	Annotate plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_demo.html#using-multiple-coordinate-systems-and-axis-types	https://matplotlib.org/stable/_downloads/d9affd4778c6449c175e11db4270dc15/annotation_demo.py	annotation_demo.py	text_labels_and_annotations	ok	6	null
""" ============== Annotate plots ============== The following examples show ways to annotate plots in Matplotlib. This includes highlighting specific points of interest and using various visual tools to call attention to this point. For a more complete and in-depth description of the annotation and text tools in Matp...	stable__gallery__text_labels_and_annotations__annotation_demo	2	figure_002.png	Annotate plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_demo.html#using-multiple-coordinate-systems-and-axis-types	https://matplotlib.org/stable/_downloads/d9affd4778c6449c175e11db4270dc15/annotation_demo.py	annotation_demo.py	text_labels_and_annotations	ok	6	null
""" ============== Annotate plots ============== The following examples show ways to annotate plots in Matplotlib. This includes highlighting specific points of interest and using various visual tools to call attention to this point. For a more complete and in-depth description of the annotation and text tools in Matp...	stable__gallery__text_labels_and_annotations__annotation_demo	3	figure_003.png	Annotate plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_demo.html#using-multiple-coordinate-systems-and-axis-types	https://matplotlib.org/stable/_downloads/d9affd4778c6449c175e11db4270dc15/annotation_demo.py	annotation_demo.py	text_labels_and_annotations	ok	6	null
""" ============== Annotate plots ============== The following examples show ways to annotate plots in Matplotlib. This includes highlighting specific points of interest and using various visual tools to call attention to this point. For a more complete and in-depth description of the annotation and text tools in Matp...	stable__gallery__text_labels_and_annotations__annotation_demo	4	figure_004.png	Annotate plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_demo.html#using-multiple-coordinate-systems-and-axis-types	https://matplotlib.org/stable/_downloads/d9affd4778c6449c175e11db4270dc15/annotation_demo.py	annotation_demo.py	text_labels_and_annotations	ok	6	null
""" ============== Annotate plots ============== The following examples show ways to annotate plots in Matplotlib. This includes highlighting specific points of interest and using various visual tools to call attention to this point. For a more complete and in-depth description of the annotation and text tools in Matp...	stable__gallery__text_labels_and_annotations__annotation_demo	5	figure_005.png	Annotate plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_demo.html#using-multiple-coordinate-systems-and-axis-types	https://matplotlib.org/stable/_downloads/d9affd4778c6449c175e11db4270dc15/annotation_demo.py	annotation_demo.py	text_labels_and_annotations	ok	6	null
""" ==================== Annotate polar plots ==================== This example shows how to create an annotation on a polar graph. For a complete overview of the annotation capabilities, also see the :ref:`annotations`. .. redirect-from:: /gallery/pyplots/annotation_polar """ import matplotlib.pyplot as plt import ...	stable__gallery__text_labels_and_annotations__annotation_polar	0	figure_000.png	Annotate polar plots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/annotation_polar.html#sphx-glr-download-gallery-text-labels-and-annotations-annotation-polar-py	https://matplotlib.org/stable/_downloads/ffc150ccbb9ee266a1f585c63bad2603/annotation_polar.py	annotation_polar.py	text_labels_and_annotations	ok	1	null
""" ========== Arrow Demo ========== Three ways of drawing arrows to encode arrow "strength" (e.g., transition probabilities in a Markov model) using arrow length, width, or alpha (opacity). """ import itertools import matplotlib.pyplot as plt import numpy as np def make_arrow_graph(ax, data, size=4, display='leng...	stable__gallery__text_labels_and_annotations__arrow_demo	0	figure_000.png	Arrow Demo — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/arrow_demo.html#sphx-glr-download-gallery-text-labels-and-annotations-arrow-demo-py	https://matplotlib.org/stable/_downloads/2d636f361d6c4d193b00e03241a15176/arrow_demo.py	arrow_demo.py	text_labels_and_annotations	ok	1	null
""" ============== Auto-wrap text ============== Matplotlib can wrap text automatically, but if it's too long, the text will still be displayed slightly outside the boundaries of the axis. Note: Auto-wrapping does not work together with ``savefig(..., bbox_inches='tight')``. The 'tight' setting rescales the canvas to...	stable__gallery__text_labels_and_annotations__autowrap	0	figure_000.png	Auto-wrap text — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/autowrap.html#sphx-glr-download-gallery-text-labels-and-annotations-autowrap-py	https://matplotlib.org/stable/_downloads/66fbde84b16e47d48c1453370b36aa55/autowrap.py	autowrap.py	text_labels_and_annotations	ok	1	null
""" ====================== Compose custom legends ====================== Composing custom legends piece-by-piece. .. note:: For more information on creating and customizing legends, see the following pages: * :ref:`legend_guide` * :doc:`/gallery/text_labels_and_annotations/legend_demo` Sometimes you do...	stable__gallery__text_labels_and_annotations__custom_legends	0	figure_000.png	Compose custom legends — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/custom_legends.html#sphx-glr-download-gallery-text-labels-and-annotations-custom-legends-py	https://matplotlib.org/stable/_downloads/dcd6af3a3384b030d707536e9a7319f3/custom_legends.py	custom_legends.py	text_labels_and_annotations	ok	3	null
""" ====================== Compose custom legends ====================== Composing custom legends piece-by-piece. .. note:: For more information on creating and customizing legends, see the following pages: * :ref:`legend_guide` * :doc:`/gallery/text_labels_and_annotations/legend_demo` Sometimes you do...	stable__gallery__text_labels_and_annotations__custom_legends	1	figure_001.png	Compose custom legends — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/custom_legends.html#sphx-glr-download-gallery-text-labels-and-annotations-custom-legends-py	https://matplotlib.org/stable/_downloads/dcd6af3a3384b030d707536e9a7319f3/custom_legends.py	custom_legends.py	text_labels_and_annotations	ok	3	null
""" ====================== Compose custom legends ====================== Composing custom legends piece-by-piece. .. note:: For more information on creating and customizing legends, see the following pages: * :ref:`legend_guide` * :doc:`/gallery/text_labels_and_annotations/legend_demo` Sometimes you do...	stable__gallery__text_labels_and_annotations__custom_legends	2	figure_002.png	Compose custom legends — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/custom_legends.html#sphx-glr-download-gallery-text-labels-and-annotations-custom-legends-py	https://matplotlib.org/stable/_downloads/dcd6af3a3384b030d707536e9a7319f3/custom_legends.py	custom_legends.py	text_labels_and_annotations	ok	3	null
""" ================ Date tick labels ================ Matplotlib date plotting is done by converting date instances into days since an epoch (by default 1970-01-01T00:00:00). The :mod:`matplotlib.dates` module provides the converter functions `.date2num` and `.num2date` that convert `datetime.datetime` and `numpy.dat...	stable__gallery__text_labels_and_annotations__date	0	figure_000.png	Date tick labels — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/date.html#sphx-glr-download-gallery-text-labels-and-annotations-date-py	https://matplotlib.org/stable/_downloads/6b4d05c6b8388c1af173947c30162317/date.py	date.py	text_labels_and_annotations	ok	1	null
""" =================== AnnotationBbox demo =================== `.AnnotationBbox` creates an annotation using an `.OffsetBox`, and provides more fine-grained control than `.Axes.annotate`. This example demonstrates the use of AnnotationBbox together with three different OffsetBoxes: `.TextArea`, `.DrawingArea`, and `...	stable__gallery__text_labels_and_annotations__demo_annotation_box	0	figure_000.png	AnnotationBbox demo — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/demo_annotation_box.html#sphx-glr-download-gallery-text-labels-and-annotations-demo-annotation-box-py	https://matplotlib.org/stable/_downloads/8f8964e173a4b95160a8595de75794d4/demo_annotation_box.py	demo_annotation_box.py	text_labels_and_annotations	ok	1	null
""" ====================== Using a text as a Path ====================== `~matplotlib.text.TextPath` creates a `.Path` that is the outline of the characters of a text. The resulting path can be employed e.g. as a clip path for an image. """ import matplotlib.pyplot as plt import numpy as np from matplotlib.cbook imp...	stable__gallery__text_labels_and_annotations__demo_text_path	0	figure_000.png	Using a text as a Path — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/demo_text_path.html#using-a-text-as-a-path	https://matplotlib.org/stable/_downloads/986997c8a8bb17b365f417251e167454/demo_text_path.py	demo_text_path.py	text_labels_and_annotations	ok	1	null
r""" ================== Text rotation mode ================== This example illustrates the effect of ``rotation_mode`` on the positioning of rotated text. Rotated `.Text`\s are created by passing the parameter ``rotation`` to the constructor or the Axes' method `~.axes.Axes.text`. The actual positioning depends on t...	stable__gallery__text_labels_and_annotations__demo_text_rotation_mode	0	figure_000.png	Text rotation mode — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/demo_text_rotation_mode.html#text-rotation-mode	https://matplotlib.org/stable/_downloads/58345f9f57bb466b821c32d7c2c5509e/demo_text_rotation_mode.py	demo_text_rotation_mode.py	text_labels_and_annotations	ok	1	null
r""" ========================================= The difference between \\dfrac and \\frac ========================================= In this example, the differences between the \\dfrac and \\frac TeX macros are illustrated; in particular, the difference between display style and text style fractions when using Mathtex....	stable__gallery__text_labels_and_annotations__dfrac_demo	0	figure_000.png	The difference between \dfrac and \frac — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/dfrac_demo.html#the-difference-between-dfrac-and-frac	https://matplotlib.org/stable/_downloads/468271b27d3e686f08b0ec06f8327ef9/dfrac_demo.py	dfrac_demo.py	text_labels_and_annotations	ok	1	null
""" ======================================= Format ticks using engineering notation ======================================= Use of the engineering Formatter. """ import matplotlib.pyplot as plt import numpy as np from matplotlib.ticker import EngFormatter # Fixing random state for reproducibility prng = np.random.R...	stable__gallery__text_labels_and_annotations__engineering_formatter	0	figure_000.png	Format ticks using engineering notation — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/engineering_formatter.html#sphx-glr-download-gallery-text-labels-and-annotations-engineering-formatter-py	https://matplotlib.org/stable/_downloads/9edc866078c8d2f5c4b1d68a9856d0fc/engineering_formatter.py	engineering_formatter.py	text_labels_and_annotations	ok	1	null
""" ================================ Annotation arrow style reference ================================ Overview of the available `.ArrowStyle` settings. These are used for the arrowstyle parameter of `~.Axes.annotate` and `.FancyArrowPatch`. Each style can be configured with a set of parameters, which are stated al...	stable__gallery__text_labels_and_annotations__fancyarrow_demo	0	figure_000.png	Annotation arrow style reference — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/fancyarrow_demo.html#sphx-glr-download-gallery-text-labels-and-annotations-fancyarrow-demo-py	https://matplotlib.org/stable/_downloads/5c12d4b66c26fc9c8cdfd42f3e8008a7/fancyarrow_demo.py	fancyarrow_demo.py	text_labels_and_annotations	ok	1	null
""" ================== Styling text boxes ================== This example shows how to style text boxes using bbox parameters. """ import matplotlib.pyplot as plt plt.text(0.6, 0.7, "eggs", size=50, rotation=30., ha="center", va="center", bbox=dict(boxstyle="round", ec=(1., 0.5,...	stable__gallery__text_labels_and_annotations__fancytextbox_demo	0	figure_000.png	Styling text boxes — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/fancytextbox_demo.html#styling-text-boxes	https://matplotlib.org/stable/_downloads/2d93c172a0e3842ed12e6211628fe0f5/fancytextbox_demo.py	fancytextbox_demo.py	text_labels_and_annotations	ok	1	null
""" ================== Figure legend demo ================== Rather than plotting a legend on each axis, a legend for all the artists on all the sub-axes of a figure can be plotted instead. """ import matplotlib.pyplot as plt import numpy as np fig, axs = plt.subplots(1, 2, layout='constrained') x = np.arange(0.0, ...	stable__gallery__text_labels_and_annotations__figlegend_demo	0	figure_000.png	Figure legend demo — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/figlegend_demo.html#sphx-glr-download-gallery-text-labels-and-annotations-figlegend-demo-py	https://matplotlib.org/stable/_downloads/5f2c35d6ffe75884c672ca725851c0f4/figlegend_demo.py	figlegend_demo.py	text_labels_and_annotations	ok	1	null
""" ========================= Configure the font family ========================= You can explicitly set which font family is picked up, either by specifying family names of fonts installed on user's system, or generic-families (e.g., 'serif', 'sans-serif', 'monospace', 'fantasy' or 'cursive'), or a combination of bot...	stable__gallery__text_labels_and_annotations__font_family_rc	0	figure_000.png	Configure the font family — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/font_family_rc.html#sphx-glr-download-gallery-text-labels-and-annotations-font-family-rc-py	https://matplotlib.org/stable/_downloads/855769f70f221ad26f2f3ef0c960bb67/font_family_rc.py	font_family_rc.py	text_labels_and_annotations	ok	4	null
r""" ==================== Using ttf font files ==================== Although it is usually not a good idea to explicitly point to a single ttf file for a font instance, you can do so by passing a `pathlib.Path` instance as the font parameter. Note that passing paths as `str`\s is intentionally not supported, but yo...	stable__gallery__text_labels_and_annotations__font_file	0	figure_000.png	Using ttf font files — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/font_file.html#using-ttf-font-files	https://matplotlib.org/stable/_downloads/f3eab81c1f29bec924d1fb4a0f5519d5/font_file.py	font_file.py	text_labels_and_annotations	ok	1	null
""" ========== Font table ========== Matplotlib's font support is provided by the FreeType library. Here, we use `~.Axes.table` to draw a table that shows the glyphs by Unicode codepoint. For brevity, the table only contains the first 256 glyphs. The example is a full working script. You can download it and use it t...	stable__gallery__text_labels_and_annotations__font_table	0	figure_000.png	Font table — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/font_table.html#sphx-glr-download-gallery-text-labels-and-annotations-font-table-py	https://matplotlib.org/stable/_downloads/bc9735ba2ce09278809c68b7f82bdee8/font_table.py	font_table.py	text_labels_and_annotations	ok	1	null
""" ================================== Fonts demo (object-oriented style) ================================== Set font properties using setters. See :doc:`fonts_demo_kw` to achieve the same effect using keyword arguments. """ import matplotlib.pyplot as plt from matplotlib.font_manager import FontProperties fig = p...	stable__gallery__text_labels_and_annotations__fonts_demo	0	figure_000.png	Fonts demo (object-oriented style) — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/fonts_demo.html#sphx-glr-download-gallery-text-labels-and-annotations-fonts-demo-py	https://matplotlib.org/stable/_downloads/a07ccc7ac96893982528857f66715b4d/fonts_demo.py	fonts_demo.py	text_labels_and_annotations	ok	1	null
""" ============================== Fonts demo (keyword arguments) ============================== Set font properties using keyword arguments. See :doc:`fonts_demo` to achieve the same effect using setters. """ import matplotlib.pyplot as plt fig = plt.figure() alignment = {'horizontalalignment': 'center', 'vertical...	stable__gallery__text_labels_and_annotations__fonts_demo_kw	0	figure_000.png	Fonts demo (keyword arguments) — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/fonts_demo_kw.html#sphx-glr-download-gallery-text-labels-and-annotations-fonts-demo-kw-py	https://matplotlib.org/stable/_downloads/9c5f5b75a1364025604ffb07f11a7118/fonts_demo_kw.py	fonts_demo_kw.py	text_labels_and_annotations	ok	1	null
""" ================== Labelling subplots ================== Labelling subplots is relatively straightforward, and varies, so Matplotlib does not have a general method for doing this. We showcase two methods to position text at a given physical offset (in fontsize units or in points) away from a corner of the Axes: o...	stable__gallery__text_labels_and_annotations__label_subplots	0	figure_000.png	Labelling subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/label_subplots.html#sphx-glr-download-gallery-text-labels-and-annotations-label-subplots-py	https://matplotlib.org/stable/_downloads/827a1d72743e3fc3edb7c08e7b5a4f5c/label_subplots.py	label_subplots.py	text_labels_and_annotations	ok	3	null
""" ================== Labelling subplots ================== Labelling subplots is relatively straightforward, and varies, so Matplotlib does not have a general method for doing this. We showcase two methods to position text at a given physical offset (in fontsize units or in points) away from a corner of the Axes: o...	stable__gallery__text_labels_and_annotations__label_subplots	1	figure_001.png	Labelling subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/label_subplots.html#sphx-glr-download-gallery-text-labels-and-annotations-label-subplots-py	https://matplotlib.org/stable/_downloads/827a1d72743e3fc3edb7c08e7b5a4f5c/label_subplots.py	label_subplots.py	text_labels_and_annotations	ok	3	null
""" ================== Labelling subplots ================== Labelling subplots is relatively straightforward, and varies, so Matplotlib does not have a general method for doing this. We showcase two methods to position text at a given physical offset (in fontsize units or in points) away from a corner of the Axes: o...	stable__gallery__text_labels_and_annotations__label_subplots	2	figure_002.png	Labelling subplots — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/label_subplots.html#sphx-glr-download-gallery-text-labels-and-annotations-label-subplots-py	https://matplotlib.org/stable/_downloads/827a1d72743e3fc3edb7c08e7b5a4f5c/label_subplots.py	label_subplots.py	text_labels_and_annotations	ok	3	null
""" =============================== Legend using pre-defined labels =============================== Defining legend labels with plots. """ import matplotlib.pyplot as plt import numpy as np # Make some fake data. a = b = np.arange(0, 3, .02) c = np.exp(a) d = c[::-1] # Create plots with pre-defined labels. fig, ax...	stable__gallery__text_labels_and_annotations__legend	0	figure_000.png	Legend using pre-defined labels — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/legend.html#sphx-glr-download-gallery-text-labels-and-annotations-legend-py	https://matplotlib.org/stable/_downloads/4ba945f00bae04f2da137e370ec93cb6/legend.py	legend.py	text_labels_and_annotations	ok	1	null
""" =========== Legend Demo =========== There are many ways to create and customize legends in Matplotlib. Below we'll show a few examples for how to do so. First we'll show off how to make a legend for specific lines. """ import matplotlib.pyplot as plt import numpy as np import matplotlib.collections as mcol from...	stable__gallery__text_labels_and_annotations__legend_demo	0	figure_000.png	Legend Demo — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/legend_demo.html#sphx-glr-download-gallery-text-labels-and-annotations-legend-demo-py	https://matplotlib.org/stable/_downloads/6aa8e5919ce32e892d549350231357cd/legend_demo.py	legend_demo.py	text_labels_and_annotations	ok	5	null
""" ======================= Artist within an artist ======================= Override basic methods so an artist can contain another artist. In this case, the line contains a Text instance to label it. """ import matplotlib.pyplot as plt import numpy as np import matplotlib.lines as lines import matplotlib.text as mt...	stable__gallery__text_labels_and_annotations__line_with_text	0	figure_000.png	Artist within an artist — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/line_with_text.html#sphx-glr-download-gallery-text-labels-and-annotations-line-with-text-py	https://matplotlib.org/stable/_downloads/41b07a606d47877f7b24b3b5e4dcbca8/line_with_text.py	line_with_text.py	text_labels_and_annotations	ok	1	null
""" ======================= Convert texts to images ======================= """ from io import BytesIO import matplotlib.pyplot as plt from matplotlib.figure import Figure from matplotlib.transforms import IdentityTransform def text_to_rgba(s, , dpi, *kwargs): # To convert a text string to an image, we can: ...	stable__gallery__text_labels_and_annotations__mathtext_asarray	0	figure_000.png	Convert texts to images — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/mathtext_asarray.html#sphx-glr-download-gallery-text-labels-and-annotations-mathtext-asarray-py	https://matplotlib.org/stable/_downloads/fb498376a4f52d3e7e49f9367638b72d/mathtext_asarray.py	mathtext_asarray.py	text_labels_and_annotations	ok	1	null
""" ======== Mathtext ======== Use Matplotlib's internal LaTeX parser and layout engine. For true LaTeX rendering, see the text.usetex option. """ import matplotlib.pyplot as plt fig, ax = plt.subplots() ax.plot([1, 2, 3], label=r'$\sqrt{x^2}$') ax.legend() ax.set_xlabel(r'$\Delta_i^j$', fontsize=20) ax.set_ylabe...	stable__gallery__text_labels_and_annotations__mathtext_demo	0	figure_000.png	Mathtext — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/mathtext_demo.html#sphx-glr-download-gallery-text-labels-and-annotations-mathtext-demo-py	https://matplotlib.org/stable/_downloads/620a5968857fc04683697be2487f7d32/mathtext_demo.py	mathtext_demo.py	text_labels_and_annotations	ok	1	null
""" ======================== Mathematical expressions ======================== Selected features of Matplotlib's math rendering engine. """ import re import subprocess import sys import matplotlib.pyplot as plt # Selection of features following "Writing mathematical expressions" tutorial, # with randomly picked exam...	stable__gallery__text_labels_and_annotations__mathtext_examples	0	figure_000.png	Mathematical expressions — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/mathtext_examples.html#sphx-glr-download-gallery-text-labels-and-annotations-mathtext-examples-py	https://matplotlib.org/stable/_downloads/23eac6456b32a7aa35c13776e6b555a4/mathtext_examples.py	mathtext_examples.py	text_labels_and_annotations	ok	1	null
""" =============== Math fontfamily =============== A simple example showcasing the new math_fontfamily parameter that can be used to change the family of fonts for each individual text element in a plot. If no parameter is set, the global value :rc:`mathtext.fontset` will be used. """ import matplotlib.pyplot as ...	stable__gallery__text_labels_and_annotations__mathtext_fontfamily_example	0	figure_000.png	Math fontfamily — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/mathtext_fontfamily_example.html#sphx-glr-download-gallery-text-labels-and-annotations-mathtext-fontfamily-example-py	https://matplotlib.org/stable/_downloads/b2cb9eb5412482e7116e4d49ed1a77b7/mathtext_fontfamily_example.py	mathtext_fontfamily_example.py	text_labels_and_annotations	ok	1	null
""" ========= Multiline ========= """ import matplotlib.pyplot as plt import numpy as np fig, (ax0, ax1) = plt.subplots(ncols=2, figsize=(7, 4)) ax0.set_aspect(1) ax0.plot(np.arange(10)) ax0.set_xlabel('this is a xlabel\n(with newlines!)') ax0.set_ylabel('this is vertical\ntest', multialignment='center') ax0.text(2,...	stable__gallery__text_labels_and_annotations__multiline	0	figure_000.png	Multiline — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/multiline.html#sphx-glr-download-gallery-text-labels-and-annotations-multiline-py	https://matplotlib.org/stable/_downloads/54f178535adde28359d49641be996dbf/multiline.py	multiline.py	text_labels_and_annotations	ok	1	null
""" Placing text boxes ================== When decorating Axes with text boxes, two useful tricks are to place the text in axes coordinates (see :ref:`transforms_tutorial`), so the text doesn't move around with changes in x or y limits. You can also use the ``bbox`` property of text to surround the text with a `~matp...	stable__gallery__text_labels_and_annotations__placing_text_boxes	0	figure_000.png	Placing text boxes — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/placing_text_boxes.html#sphx-glr-download-gallery-text-labels-and-annotations-placing-text-boxes-py	https://matplotlib.org/stable/_downloads/5791f26b231e858c2348b402b3931922/placing_text_boxes.py	placing_text_boxes.py	text_labels_and_annotations	ok	1	null
""" ================================================== Concatenate text objects with different properties ================================================== The example strings together several Text objects with different properties (e.g., color or font), positioning each one after the other. The first Text is create...	stable__gallery__text_labels_and_annotations__rainbow_text	0	figure_000.png	Concatenate text objects with different properties — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/rainbow_text.html#sphx-glr-download-gallery-text-labels-and-annotations-rainbow-text-py	https://matplotlib.org/stable/_downloads/a5b6cfad5a914962a881f60a919c0ca7/rainbow_text.py	rainbow_text.py	text_labels_and_annotations	ok	1	null
""" ========== STIX Fonts ========== Demonstration of `STIX Fonts <https://www.stixfonts.org/>`_ used in LaTeX rendering. """ import matplotlib.pyplot as plt circle123 = "\N{CIRCLED DIGIT ONE}\N{CIRCLED DIGIT TWO}\N{CIRCLED DIGIT THREE}" tests = [ r'$%s\;\mathrm{%s}\;\mathbf{%s}$' % ((circle123,) * 3), r'$\...	stable__gallery__text_labels_and_annotations__stix_fonts_demo	0	figure_000.png	STIX Fonts — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/stix_fonts_demo.html#stix-fonts	https://matplotlib.org/stable/_downloads/23ab755716d61de16e37cb2c219347b1/stix_fonts_demo.py	stix_fonts_demo.py	text_labels_and_annotations	ok	1	null
import matplotlib.pyplot as plt import numpy as np y = [0.22, 0.34, 0.5, 0.56, 0.78] x = [0.17, 0.5, 0.855] X, Y = np.meshgrid(x, y) fig, ax = plt.subplots(figsize=(6, 4), dpi=100) ax.set(xlim=(0, 1), ylim=(0, 1), xticks=[], yticks=[]) ax.spines[:].set_visible(False) ax.text(0.5, 0.5, 'plot', fontsize=128, ha='center...	stable__gallery__text_labels_and_annotations__text_alignment	0	figure_000.png	Text alignment — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/text_alignment.html#text-alignment	https://matplotlib.org/stable/_downloads/34b57850619635be59d7cd6efce83636/text_alignment-1.py	text_alignment-1.py	text_labels_and_annotations	ok	1	null
""" =============== Text properties =============== Plotting text of many different kinds. .. redirect-from:: /gallery/pyplots/text_commands """ import matplotlib.pyplot as plt fig = plt.figure() fig.suptitle('bold figure suptitle', fontsize=14, fontweight='bold') ax = fig.add_subplot() fig.subplots_adjust(top=0.8...	stable__gallery__text_labels_and_annotations__text_commands	0	figure_000.png	Text properties — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/text_commands.html#text-properties	https://matplotlib.org/stable/_downloads/467b5b3581cf7c3e6fe735585466276d/text_commands.py	text_commands.py	text_labels_and_annotations	ok	1	null
""" ======================================================= Controlling style of text and labels using a dictionary ======================================================= This example shows how to share parameters across many text objects and labels by creating a dictionary of options passed across several functions....	stable__gallery__text_labels_and_annotations__text_fontdict	0	figure_000.png	Controlling style of text and labels using a dictionary — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/text_fontdict.html#sphx-glr-download-gallery-text-labels-and-annotations-text-fontdict-py	https://matplotlib.org/stable/_downloads/26217c4473de44985babfe2e37d1d431/text_fontdict.py	text_fontdict.py	text_labels_and_annotations	ok	1	null
""" ======================================= Text rotation angle in data coordinates ======================================= Text objects in matplotlib are normally rotated with respect to the screen coordinate system (i.e., 45 degrees rotation plots text along a line that is in between horizontal and vertical no matte...	stable__gallery__text_labels_and_annotations__text_rotation_relative_to_line	0	figure_000.png	Text rotation angle in data coordinates — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/text_rotation_relative_to_line.html#text-rotation-angle-in-data-coordinates	https://matplotlib.org/stable/_downloads/ee1cbb890f9e69dbce9cce81e064a375/text_rotation_relative_to_line.py	text_rotation_relative_to_line.py	text_labels_and_annotations	ok	1	null
""" ================= Title positioning ================= Matplotlib can display plot titles centered, flush with the left side of a set of Axes, and flush with the right side of a set of Axes. """ import matplotlib.pyplot as plt plt.plot(range(10)) plt.title('Center Title') plt.title('Left Title', loc='left') plt....	stable__gallery__text_labels_and_annotations__titles_demo	0	figure_000.png	Title positioning — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/titles_demo.html#title-positioning	https://matplotlib.org/stable/_downloads/3f6f83882b13d7594b12c5868530ce0f/titles_demo.py	titles_demo.py	text_labels_and_annotations	ok	3	null
""" ============= Unicode minus ============= By default, tick labels at negative values are rendered using a `Unicode minus`__ (U+2212) rather than an ASCII hyphen (U+002D). This can be controlled by setting :rc:`axes.unicode_minus`. __ https://en.wikipedia.org/wiki/Plus_and_minus_signs#Character_codes The replace...	stable__gallery__text_labels_and_annotations__unicode_minus	0	figure_000.png	Unicode minus — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/unicode_minus.html#unicode-minus	https://matplotlib.org/stable/_downloads/50ebbb8a676599f84ab33e447f10241d/unicode_minus.py	unicode_minus.py	text_labels_and_annotations	ok	1	null
""" ==================== Usetex text baseline ==================== Comparison of text baselines computed for mathtext and usetex. """ import matplotlib.pyplot as plt plt.rcParams.update({"mathtext.fontset": "cm", "mathtext.rm": "serif"}) axs = plt.figure(figsize=(2 * 3, 6.5)).subplots(1, 2) for ax, usetex in zip(axs...	stable__gallery__text_labels_and_annotations__usetex_baseline_test	0	figure_000.png	Usetex text baseline — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/usetex_baseline_test.html#usetex-text-baseline	https://matplotlib.org/stable/_downloads/f7473146da331478160ed3d1f7355e2f/usetex_baseline_test.py	usetex_baseline_test.py	text_labels_and_annotations	ok	1	null
""" ==================== Usetex text baseline ==================== Comparison of text baselines computed for mathtext and usetex. """ import matplotlib.pyplot as plt plt.rcParams.update({"mathtext.fontset": "cm", "mathtext.rm": "serif"}) axs = plt.figure(figsize=(2 * 3, 6.5)).subplots(1, 2) for ax, usetex in zip(axs...	stable__gallery__text_labels_and_annotations__usetex_baseline_test	1	figure_partial_000.png	Usetex text baseline — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/usetex_baseline_test.html#usetex-text-baseline	https://matplotlib.org/stable/_downloads/f7473146da331478160ed3d1f7355e2f/usetex_baseline_test.py	usetex_baseline_test.py	text_labels_and_annotations	ok	1	null
""" =================== Usetex font effects =================== This script demonstrates that font effects specified in your pdftex.map are now supported in usetex mode. """ import matplotlib.pyplot as plt def setfont(font): return rf'\font\a {font} at 14pt\a ' fig = plt.figure() for y, font, text in zip( ...	stable__gallery__text_labels_and_annotations__usetex_fonteffects	0	figure_000.png	Usetex font effects — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/usetex_fonteffects.html#usetex-font-effects	https://matplotlib.org/stable/_downloads/163cd5cb6f89537551c83a99889e2adc/usetex_fonteffects.py	usetex_fonteffects.py	text_labels_and_annotations	ok	1	null
""" ============== Text watermark ============== A watermark effect can be achieved by drawing a semi-transparent text. """ import matplotlib.pyplot as plt import numpy as np # Fixing random state for reproducibility np.random.seed(19680801) fig, ax = plt.subplots() ax.plot(np.random.rand(20), '-o', ms=20, lw=2, al...	stable__gallery__text_labels_and_annotations__watermark_text	0	figure_000.png	Text watermark — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/text_labels_and_annotations/watermark_text.html#text-watermark	https://matplotlib.org/stable/_downloads/5882cc2b4c058b7b6cc23d60a0e9ba43/watermark_text.py	watermark_text.py	text_labels_and_annotations	ok	1	null
""" ================= Align tick labels ================= By default, tick labels are aligned towards the axis. This means the set of y tick labels appear right-aligned. Because the alignment reference point is on the axis, left-aligned tick labels would overlap the plotting area. To achieve a good-looking left-alig...	stable__gallery__ticks__align_ticklabels	0	figure_000.png	Align tick labels — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/align_ticklabels.html#sphx-glr-download-gallery-ticks-align-ticklabels-py	https://matplotlib.org/stable/_downloads/d31c07322a206256b72ec6129b723e47/align_ticklabels.py	align_ticklabels.py	ticks	ok	1	null
""" ==================================== Automatically setting tick positions ==================================== Setting the behavior of tick auto-placement. By default, Matplotlib will choose the number of ticks and tick positions so that there is a reasonable number of ticks on the axis and they are located at "r...	stable__gallery__ticks__auto_ticks	0	figure_000.png	Automatically setting tick positions — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/auto_ticks.html#sphx-glr-download-gallery-ticks-auto-ticks-py	https://matplotlib.org/stable/_downloads/85a17d6393e96ba8c675faf5d687e9cc/auto_ticks.py	auto_ticks.py	ticks	ok	3	null
""" =========================== Center labels between ticks =========================== Ticklabels are aligned relative to their associated tick. The alignment 'center', 'left', or 'right' can be controlled using the horizontal alignment property:: for label in ax.get_xticklabels(): label.set_horizontalal...	stable__gallery__ticks__centered_ticklabels	0	figure_000.png	Center labels between ticks — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/centered_ticklabels.html#sphx-glr-download-gallery-ticks-centered-ticklabels-py	https://matplotlib.org/stable/_downloads/09364d81fc1cbd08346bd216bcc75656/centered_ticklabels.py	centered_ticklabels.py	ticks	ok	1	null
""" ======================= Colorbar Tick Labelling ======================= Vertical colorbars have ticks, tick labels, and labels visible on the y axis, horizontal colorbars on the x axis. The ``ticks`` parameter can be used to set the ticks and the ``format`` parameter can be used to format the tick labels of th...	stable__gallery__ticks__colorbar_tick_labelling_demo	0	figure_000.png	Colorbar Tick Labelling — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/colorbar_tick_labelling_demo.html#sphx-glr-download-gallery-ticks-colorbar-tick-labelling-demo-py	https://matplotlib.org/stable/_downloads/7c1c0355d383ada156a40adab206a88a/colorbar_tick_labelling_demo.py	colorbar_tick_labelling_demo.py	ticks	ok	2	null
""" ======================= Colorbar Tick Labelling ======================= Vertical colorbars have ticks, tick labels, and labels visible on the y axis, horizontal colorbars on the x axis. The ``ticks`` parameter can be used to set the ticks and the ``format`` parameter can be used to format the tick labels of th...	stable__gallery__ticks__colorbar_tick_labelling_demo	1	figure_001.png	Colorbar Tick Labelling — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/colorbar_tick_labelling_demo.html#sphx-glr-download-gallery-ticks-colorbar-tick-labelling-demo-py	https://matplotlib.org/stable/_downloads/7c1c0355d383ada156a40adab206a88a/colorbar_tick_labelling_demo.py	colorbar_tick_labelling_demo.py	ticks	ok	2	null
""" ============= Custom Ticker ============= The :mod:`matplotlib.ticker` module defines many preset tickers, but was primarily designed for extensibility, i.e., to support user customized ticking. In this example, a user defined function is used to format the ticks in millions of dollars on the y-axis. """ import ...	stable__gallery__ticks__custom_ticker1	0	figure_000.png	Custom Ticker — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/custom_ticker1.html#sphx-glr-download-gallery-ticks-custom-ticker1-py	https://matplotlib.org/stable/_downloads/d36b5eca27b65f4b6ca111c0b67edbdf/custom_ticker1.py	custom_ticker1.py	ticks	ok	1	null
""" .. _date_concise_formatter: ============================================ Format date ticks using ConciseDateFormatter ============================================ Finding good tick values and formatting the ticks for an axis that has date data is often a challenge. `~.dates.ConciseDateFormatter` is meant to impr...	stable__gallery__ticks__date_concise_formatter	0	figure_000.png	Format date ticks using ConciseDateFormatter — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/date_concise_formatter.html#sphx-glr-download-gallery-ticks-date-concise-formatter-py	https://matplotlib.org/stable/_downloads/3786188bae617f8a5f8d7443decb1417/date_concise_formatter.py	date_concise_formatter.py	ticks	ok	5	null
""" ================= Date Demo Convert ================= """ import datetime import matplotlib.pyplot as plt import numpy as np from matplotlib.dates import DateFormatter, DayLocator, HourLocator, drange date1 = datetime.datetime(2000, 3, 2) date2 = datetime.datetime(2000, 3, 6) delta = datetime.timedelta(hours=6)...	stable__gallery__ticks__date_demo_convert	0	figure_000.png	Date Demo Convert — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/date_demo_convert.html#sphx-glr-download-gallery-ticks-date-demo-convert-py	https://matplotlib.org/stable/_downloads/ac73ab64c576ed49d53ad046d22c6af7/date_demo_convert.py	date_demo_convert.py	ticks	ok	1	null
""" ========================================= Placing date ticks using recurrence rules ========================================= The `iCalender RFC`_ specifies recurrence rules (rrules), that define date sequences. You can use rrules in Matplotlib to place date ticks. This example sets custom date ticks on every 5...	stable__gallery__ticks__date_demo_rrule	0	figure_000.png	Placing date ticks using recurrence rules — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/date_demo_rrule.html#sphx-glr-download-gallery-ticks-date-demo-rrule-py	https://matplotlib.org/stable/_downloads/8b32dac4f3661c0ab58c25458083690a/date_demo_rrule.py	date_demo_rrule.py	ticks	ok	1	null
""" .. _date_formatters_locators: ================================= Date tick locators and formatters ================================= This example illustrates the usage and effect of the various date locators and formatters. """ import matplotlib.pyplot as plt import numpy as np from matplotlib.dates import (FR, ...	stable__gallery__ticks__date_formatters_locators	0	figure_000.png	Date tick locators and formatters — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/date_formatters_locators.html#sphx-glr-download-gallery-ticks-date-formatters-locators-py	https://matplotlib.org/stable/_downloads/ab99798b19ac3141cfb6384315e229d8/date_formatters_locators.py	date_formatters_locators.py	ticks	ok	2	null
""" .. _date_formatters_locators: ================================= Date tick locators and formatters ================================= This example illustrates the usage and effect of the various date locators and formatters. """ import matplotlib.pyplot as plt import numpy as np from matplotlib.dates import (FR, ...	stable__gallery__ticks__date_formatters_locators	1	figure_001.png	Date tick locators and formatters — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/date_formatters_locators.html#sphx-glr-download-gallery-ticks-date-formatters-locators-py	https://matplotlib.org/stable/_downloads/ab99798b19ac3141cfb6384315e229d8/date_formatters_locators.py	date_formatters_locators.py	ticks	ok	2	null
""" ===================================== Custom tick formatter for time series ===================================== .. redirect-from:: /gallery/text_labels_and_annotations/date_index_formatter .. redirect-from:: /gallery/ticks/date_index_formatter2 When plotting daily data, e.g., financial time series, one often wa...	stable__gallery__ticks__date_index_formatter	0	figure_000.png	Custom tick formatter for time series — Matplotlib 3.10.8 documentation	https://matplotlib.org/stable/gallery/ticks/date_index_formatter.html#sphx-glr-download-gallery-ticks-date-index-formatter-py	https://matplotlib.org/stable/_downloads/8bed961b9fa5a0bf5184a42332b13e0a/date_index_formatter.py	date_index_formatter.py	ticks	ok	1	null

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