@@ -428,7 +428,7 @@ def inset_axes(self, bounds, *, transform=None, zorder=5,
428428 parent axes.
429429
430430 **kwargs
431- Other *kwargs* are passed on to the `~.axes .Axes` child axes.
431+ Other keyword arguments are passed on to the `.Axes` child axes.
432432
433433 Returns
434434 -------
@@ -510,7 +510,7 @@ def indicate_inset(self, bounds, inset_ax=None, *, transform=None,
510510 (just below the default level of inset axes).
511511
512512 **kwargs
513- Other *kwargs* are passed on to the rectangle patch.
513+ Other keyword arguments are passed on to the rectangle patch.
514514
515515 Returns
516516 -------
@@ -596,7 +596,7 @@ def indicate_inset_zoom(self, inset_ax, **kwargs):
596596 chosen so as to not overlap with the indicator box.
597597
598598 **kwargs
599- Other *kwargs* are passed on to `.Axes.indicate_inset`
599+ Other keyword arguments are passed on to `.Axes.indicate_inset`
600600
601601 Returns
602602 -------
@@ -802,15 +802,15 @@ def axhline(self, y=0, xmin=0, xmax=1, **kwargs):
802802
803803 Returns
804804 -------
805- line : :class: `~matplotlib.lines.Line2D`
805+ line : `~matplotlib.lines.Line2D`
806806
807807 Other Parameters
808808 ----------------
809809 **kwargs
810- Valid kwargs are :class:`~matplotlib.lines. Line2D` properties,
811- with the exception of 'transform':
810+ Valid keyword arguments are `. Line2D` properties, with the
811+ exception of 'transform':
812812
813- %(_Line2D_docstr)s
813+ %(_Line2D_docstr)s
814814
815815 See also
816816 --------
@@ -870,15 +870,15 @@ def axvline(self, x=0, ymin=0, ymax=1, **kwargs):
870870
871871 Returns
872872 -------
873- line : :class: `~matplotlib.lines.Line2D`
873+ line : `~matplotlib.lines.Line2D`
874874
875875 Other Parameters
876876 ----------------
877877 **kwargs
878- Valid kwargs are :class:`~matplotlib.lines. Line2D` properties,
879- with the exception of 'transform':
878+ Valid keyword arguments are `. Line2D` properties, with the
879+ exception of 'transform':
880880
881- %(_Line2D_docstr)s
881+ %(_Line2D_docstr)s
882882
883883 Examples
884884 --------
@@ -1543,7 +1543,7 @@ def plot(self, *args, scalex=True, scaley=True, data=None, **kwargs):
15431543
15441544 Here is a list of available `.Line2D` properties:
15451545
1546- %(_Line2D_docstr)s
1546+ %(_Line2D_docstr)s
15471547
15481548 Returns
15491549 -------
@@ -1684,16 +1684,15 @@ def plot_date(self, x, y, fmt='o', tz=None, xdate=True, ydate=False,
16841684 Returns
16851685 -------
16861686 lines
1687- A list of `~ .Line2D` objects representing the plotted data.
1687+ A list of `.Line2D` objects representing the plotted data.
16881688
16891689
16901690 Other Parameters
16911691 ----------------
16921692 **kwargs
1693- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
1694- properties:
1693+ Keyword arguments control the `.Line2D` properties:
16951694
1696- %(_Line2D_docstr)s
1695+ %(_Line2D_docstr)s
16971696
16981697 See Also
16991698 --------
@@ -1760,7 +1759,7 @@ def loglog(self, *args, **kwargs):
17601759 Returns
17611760 -------
17621761 lines
1763- A list of `~ .Line2D` objects representing the plotted data.
1762+ A list of `.Line2D` objects representing the plotted data.
17641763
17651764 Other Parameters
17661765 ----------------
@@ -1813,7 +1812,7 @@ def semilogx(self, *args, **kwargs):
18131812 Returns
18141813 -------
18151814 lines
1816- A list of `~ .Line2D` objects representing the plotted data.
1815+ A list of `.Line2D` objects representing the plotted data.
18171816
18181817 Other Parameters
18191818 ----------------
@@ -1862,7 +1861,7 @@ def semilogy(self, *args, **kwargs):
18621861 Returns
18631862 -------
18641863 lines
1865- A list of `~ .Line2D` objects representing the plotted data.
1864+ A list of `.Line2D` objects representing the plotted data.
18661865
18671866 Other Parameters
18681867 ----------------
@@ -3147,10 +3146,8 @@ def errorbar(self, x, y, yerr=None, xerr=None,
31473146 container : :class:`~.container.ErrorbarContainer`
31483147 The container contains:
31493148
3150- - plotline: :class:`~matplotlib.lines.Line2D` instance of
3151- x, y plot markers and/or line.
3152- - caplines: A tuple of :class:`~matplotlib.lines.Line2D` instances
3153- of the error bar caps.
3149+ - plotline: `.Line2D` instance of x, y plot markers and/or line.
3150+ - caplines: A tuple of `.Line2D` instances of the error bar caps.
31543151 - barlinecols: A tuple of
31553152 :class:`~matplotlib.collections.LineCollection` with the
31563153 horizontal and vertical error ranges.
@@ -3172,7 +3169,7 @@ def errorbar(self, x, y, yerr=None, xerr=None,
31723169
31733170 Valid kwargs for the marker properties are `.Lines2D` properties:
31743171
3175- %(_Line2D_docstr)s
3172+ %(_Line2D_docstr)s
31763173 """
31773174 kwargs = cbook .normalize_kwargs (kwargs , mlines .Line2D )
31783175 # anything that comes in as 'None', drop so the default thing
@@ -3620,9 +3617,8 @@ def boxplot(self, x, notch=None, sym=None, vert=None, whis=None,
36203617 -------
36213618 result : dict
36223619 A dictionary mapping each component of the boxplot to a list
3623- of the :class:`matplotlib.lines.Line2D` instances
3624- created. That dictionary has the following keys (assuming
3625- vertical boxplots):
3620+ of the `.Line2D` instances created. That dictionary has the
3621+ following keys (assuming vertical boxplots):
36263622
36273623 - ``boxes``: the main body of the boxplot showing the
36283624 quartiles and the median's confidence intervals if
@@ -3820,9 +3816,8 @@ def bxp(self, bxpstats, positions=None, widths=None, vert=True,
38203816 makes horizontal boxes.
38213817
38223818 patch_artist : bool, default = False
3823- If `False` produces boxes with the
3824- `~matplotlib.lines.Line2D` artist. If `True` produces boxes
3825- with the `~matplotlib.patches.Patch` artist.
3819+ If `False` produces boxes with the `.Line2D` artist.
3820+ If `True` produces boxes with the `~matplotlib.patches.Patch` artist.
38263821
38273822 shownotches : bool, default = False
38283823 If `False` (default), produces a rectangular box plot.
@@ -3875,9 +3870,8 @@ def bxp(self, bxpstats, positions=None, widths=None, vert=True,
38753870 -------
38763871 result : dict
38773872 A dictionary mapping each component of the boxplot to a list
3878- of the :class:`matplotlib.lines.Line2D` instances
3879- created. That dictionary has the following keys (assuming
3880- vertical boxplots):
3873+ of the `.Line2D` instances created. That dictionary has the
3874+ following keys (assuming vertical boxplots):
38813875
38823876 - ``boxes``: the main body of the boxplot showing the
38833877 quartiles and the median's confidence intervals if
@@ -7008,17 +7002,16 @@ def psd(self, x, NFFT=None, Fs=None, Fc=None, detrend=None,
70087002 freqs : 1-D array
70097003 The frequencies corresponding to the elements in *Pxx*.
70107004
7011- line : a :class: `~matplotlib.lines.Line2D` instance
7005+ line : `~matplotlib.lines.Line2D`
70127006 The line created by this function.
70137007 Only returned if *return_line* is True.
70147008
70157009 Other Parameters
70167010 ----------------
70177011 **kwargs
7018- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
7019- properties:
7012+ Keyword arguments control the `.Line2D` properties:
70207013
7021- %(_Line2D_docstr)s
7014+ %(_Line2D_docstr)s
70227015
70237016 See Also
70247017 --------
@@ -7127,17 +7120,16 @@ def csd(self, x, y, NFFT=None, Fs=None, Fc=None, detrend=None,
71277120 freqs : 1-D array
71287121 The frequencies corresponding to the elements in *Pxy*.
71297122
7130- line : a :class: `~matplotlib.lines.Line2D` instance
7123+ line : `~matplotlib.lines.Line2D`
71317124 The line created by this function.
71327125 Only returned if *return_line* is True.
71337126
71347127 Other Parameters
71357128 ----------------
71367129 **kwargs
7137- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
7138- properties:
7130+ Keyword arguments control the `.Line2D` properties:
71397131
7140- %(_Line2D_docstr)s
7132+ %(_Line2D_docstr)s
71417133
71427134 See Also
71437135 --------
@@ -7221,16 +7213,15 @@ def magnitude_spectrum(self, x, Fs=None, Fc=None, window=None,
72217213 freqs : 1-D array
72227214 The frequencies corresponding to the elements in *spectrum*.
72237215
7224- line : a :class: `~matplotlib.lines.Line2D` instance
7216+ line : `~matplotlib.lines.Line2D`
72257217 The line created by this function.
72267218
72277219 Other Parameters
72287220 ----------------
72297221 **kwargs
7230- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
7231- properties:
7222+ Keyword arguments control the `.Line2D` properties:
72327223
7233- %(_Line2D_docstr)s
7224+ %(_Line2D_docstr)s
72347225
72357226 See Also
72367227 --------
@@ -7309,16 +7300,15 @@ def angle_spectrum(self, x, Fs=None, Fc=None, window=None,
73097300 freqs : 1-D array
73107301 The frequencies corresponding to the elements in *spectrum*.
73117302
7312- line : a :class: `~matplotlib.lines.Line2D` instance
7303+ line : `~matplotlib.lines.Line2D`
73137304 The line created by this function.
73147305
73157306 Other Parameters
73167307 ----------------
73177308 **kwargs
7318- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
7319- properties:
7309+ Keyword arguments control the `.Line2D` properties:
73207310
7321- %(_Line2D_docstr)s
7311+ %(_Line2D_docstr)s
73227312
73237313 See Also
73247314 --------
@@ -7382,16 +7372,15 @@ def phase_spectrum(self, x, Fs=None, Fc=None, window=None,
73827372 freqs : 1-D array
73837373 The frequencies corresponding to the elements in *spectrum*.
73847374
7385- line : a :class: `~matplotlib.lines.Line2D` instance
7375+ line : `~matplotlib.lines.Line2D`
73867376 The line created by this function.
73877377
73887378 Other Parameters
73897379 ----------------
73907380 **kwargs
7391- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
7392- properties:
7381+ Keyword arguments control the `.Line2D` properties:
73937382
7394- %(_Line2D_docstr)s
7383+ %(_Line2D_docstr)s
73957384
73967385 See Also
73977386 --------
@@ -7463,10 +7452,9 @@ def cohere(self, x, y, NFFT=256, Fs=2, Fc=0, detrend=mlab.detrend_none,
74637452 Other Parameters
74647453 ----------------
74657454 **kwargs
7466- Keyword arguments control the :class:`~matplotlib.lines.Line2D`
7467- properties:
7455+ Keyword arguments control the `.Line2D` properties:
74687456
7469- %(_Line2D_docstr)s
7457+ %(_Line2D_docstr)s
74707458
74717459 References
74727460 ----------
@@ -7546,8 +7534,8 @@ def specgram(self, x, NFFT=None, Fs=None, Fc=None, detrend=None,
75467534 of the bins is smaller than those of the segments.
75477535
75487536 **kwargs
7549- Additional kwargs are passed on to imshow which makes the
7550- specgram image.
7537+ Additional keyword arguments are passed on to imshow which makes
7538+ the specgram image.
75517539
75527540 Returns
75537541 -------
@@ -7653,14 +7641,14 @@ def spy(self, Z, precision=0, marker=None, markersize=None,
76537641 **Image style**
76547642
76557643 If *marker* and *markersize* are *None*, `~.Axes.imshow` is used. Any
7656- extra remaining kwargs are passed to this method.
7644+ extra remaining keyword arguments are passed to this method.
76577645
76587646 **Marker style**
76597647
76607648 If *Z* is a `scipy.sparse.spmatrix` or *marker* or *markersize* are
7661- *None*, a `~matplotlib.lines. Line2D` object will be returned with
7662- the value of marker determining the marker type, and any
7663- remaining kwargs passed to `~.Axes.plot`.
7649+ *None*, a `. Line2D` object will be returned with the value of marker
7650+ determining the marker type, and any remaining keyword arguments
7651+ passed to `~.Axes.plot`.
76647652
76657653 Parameters
76667654 ----------
@@ -7719,7 +7707,7 @@ def spy(self, Z, precision=0, marker=None, markersize=None,
77197707 For the marker style, you can pass any `.Line2D` property except
77207708 for *linestyle*:
77217709
7722- %(_Line2D_docstr)s
7710+ %(_Line2D_docstr)s
77237711 """
77247712 if marker is None and markersize is None and hasattr (Z , 'tocoo' ):
77257713 marker = 's'
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