@@ -1258,12 +1258,12 @@ def eventplot(self, positions, orientation='horizontal', lineoffsets=1,
12581258 *orientation* parameter).
12591259
12601260 orientation : {'horizontal', 'vertical'}, optional
1261- Controls the direction of the event collections:
1261+ The direction of the event collections:
12621262
8000
td>1263- - 'horizontal' : the lines are arranged horizontally in rows,
1264- and are vertical.
1265- - 'vertical' : the lines are arranged vertically in columns,
1266- and are horizontal.
1263+ - 'horizontal': the lines are arranged horizontally in rows,
1264+ and are vertical.
1265+ - 'vertical': the lines are arranged vertically in columns,
1266+ and are horizontal.
12671267
12681268 lineoffsets : scalar or sequence of scalars, optional, default: 1
12691269 The offset of the center of the lines from the origin, in the
@@ -2910,7 +2910,7 @@ def pie(self, x, explode=None, labels=None, colors=None,
29102910 textprops : dict, optional, default: None
29112911 Dict of arguments to pass to the text objects.
29122912
2913- center : list of float, optional, default: (0, 0)
2913+ center : list of float, optional, default: (0, 0)
29142914 Center position of the chart. Takes value (0, 0) or is a sequence
29152915 of 2 scalars.
29162916
@@ -3492,7 +3492,7 @@ def boxplot(self, x, notch=None, sym=None, vert=None, whis=None,
34923492 x : Array or a sequence of vectors.
34933493 The input data.
34943494
3495- notch : bool, optional ( False)
3495+ notch : bool, optional, default: False
34963496 If `True`, will produce a notched box plot. Otherwise, a
34973497 rectangular boxplot is produced. The notches represent the
34983498 confidence interval (CI) around the median. See the entry
@@ -3514,9 +3514,9 @@ def boxplot(self, x, notch=None, sym=None, vert=None, whis=None,
35143514 fliers default to 'b+' If you want more control use the
35153515 flierprops kwarg.
35163516
3517- vert : bool, optional ( True)
3518- If `True` (default), makes the boxes vertical. If `False`,
3519- everything is drawn horizontally .
3517+ vert : bool, optional, default: True
3518+ If `True`, draws vertical boxes.
3519+ If `False`, draw horizontal boxes .
35203520
35213521 whis : float or (float, float) (default = 1.5)
35223522 The position of the whiskers.
@@ -3576,55 +3576,55 @@ def boxplot(self, x, notch=None, sym=None, vert=None, whis=None,
35763576 sequence. The default is 0.5, or ``0.15*(distance between
35773577 extreme positions)``, if that is smaller.
35783578
3579- patch_artist : bool, optional ( False)
3579+ patch_artist : bool, optional, default: False
35803580 If `False` produces boxes with the Line2D artist. Otherwise,
35813581 boxes and drawn with Patch artists.
35823582
35833583 labels : sequence, optional
35843584 Labels for each dataset. Length must be compatible with
35853585 dimensions of ``x``.
35863586
3587- manage_ticks : bool, optional ( True)
3587+ manage_ticks : bool, optional, default: True
35883588 If True, the tick locations and labels will be adjusted to match
35893589 the boxplot positions.
35903590
3591- autorange : bool, optional ( False)
3591+ autorange : bool, optional, default: False
35923592 When `True` and the data are distributed such that the 25th and
35933593 75th percentiles are equal, ``whis`` is set to (0, 100) such
35943594 that the whisker ends are at the minimum and maximum of the data.
35953595
3596- meanline : bool, optional ( False)
3596+ meanline : bool, optional, default: False
35973597 If `True` (and ``showmeans`` is `True`), will try to render
35983598 the mean as a line spanning the full width of the box
35993599 according to ``meanprops`` (see below). Not recommended if
36003600 ``shownotches`` is also True. Otherwise, means will be shown
36013601 as points.
36023602
3603- zorder : scalar, optional ( None)
3603+ zorder : scalar, optional, default: None
36043604 Sets the zorder of the boxplot.
36053605
36063606 Other Parameters
36073607 ----------------
3608- showcaps : bool, optional ( True)
3608+ showcaps : bool, optional, default: True
36093609 Show the caps on the ends of whiskers.
3610- showbox : bool, optional ( True)
3610+ showbox : bool, optional, default: True
36113611 Show the central box.
3612- showfliers : bool, optional ( True)
3612+ showfliers : bool, optional, default: True
36133613 Show the outliers beyond the caps.
3614- showmeans : bool, optional ( False)
3614+ showmeans : bool, optional, default: False
36153615 Show the arithmetic means.
3616- capprops : dict, optional ( None)
3617- Specifies the style of the caps.
3618- boxprops : dict, optional ( None)
3619- Specifies the style of the box.
3620- whiskerprops : dict, optional ( None)
3621- Specifies the style of the whiskers.
3622- flierprops : dict, optional ( None)
3623- Specifies the style of the fliers.
3624- medianprops : dict, optional ( None)
3625- Specifies the style of the median.
3626- meanprops : dict, optional ( None)
3627- Specifies the style of the mean.
3616+ capprops : dict, optional, default: None
3617+ The style of the caps.
3618+ boxprops : dict, optional, default: None
3619+ The style of the box.
3620+ whiskerprops : dict, optional, default: None
3621+ The style of the whiskers.
3622+ flierprops : dict, optional, default: None
3623+ The style of the fliers.
3624+ medianprops : dict, optional, default: None
3625+ The style of the median.
3626+ meanprops : dict, optional, default: None
3627+ The style of the mean.
36283628
36293629 Returns
36303630 -------
@@ -5497,9 +5497,9 @@ def imshow(self, X, cmap=None, norm=None, aspect=None,
54975497 This parameter is ignored for RGB(A) data.
54985498
54995499 aspect : {'equal', 'auto'} or float, optional
5500- Controls the aspect ratio of the axes. The aspect is of particular
5501- relevance for images since it may distort the image, i.e. pixel
5502- will not be square.
5500+ The aspect ratio of the axes. This parameter is particularly
5501+ relevant for images since it determines whether data pixels are
5502+ square.
55035503
55045504 This parameter is a shortcut for explicitly calling
55055505 `.Axes.set_aspect`. See there for further details.
@@ -6504,7 +6504,7 @@ def hist(self, x, bins=None, range=None, density=False, weights=None,
65046504 Default is 'bar'
65056505
65066506 align : {'left', 'mid', 'right'}, optional
6507- Controls how the histogram is plotted .
6507+ The horizontal alignment of the histogram bars .
65086508
65096509 - 'left': bars are centered on the left bin edges.
65106510 - 'mid': bars are centered between the bin edges.
@@ -7682,11 +7682,10 @@ def spy(self, Z, precision=0, marker=None, markersize=None,
76827682 matrices and images.
76837683 If not given, :rc:`image.origin` is used, defaulting to 'upper'.
76847684
7685-
7686- aspect : {'equal', 'auto', None} or float, optional
7687- Controls the aspect ratio of the axes. The aspect is of particular
7688- relevance for images since it may distort the image, i.e. pixel
7689- will not be square.
7685+ aspect : {'equal', 'auto', None} or float, optional, default: 'equal'
7686+ The aspect ratio of the axes. This parameter is particularly
7687+ relevant for images since it determines whether data pixels are
7688+ square.
76907689
76917690 This parameter is a shortcut for explicitly calling
76927691 `.Axes.set_aspect`. See there for further details.
@@ -7697,8 +7696,6 @@ def spy(self, Z, precision=0, marker=None, markersize=None,
76977696 non-square pixels.
76987697 - *None*: Use :rc:`image.aspect`.
76997698
7700- Default: 'equal'
7701-
77027699 Returns
77037700 -------
77047701 ret : `~matplotlib.image.AxesImage` or `.Line2D`
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