@@ -673,7 +673,7 @@ def axhline(self, y=0, xmin=0, xmax=1, **kwargs):
673673
674674 Returns
675675 -------
676- :class:`~matplotlib.lines.Line2D`
676+ line : :class:`~matplotlib.lines.Line2D`
677677
678678 Other Parameters
679679 ----------------
@@ -743,7 +743,7 @@ def axvline(self, x=0, ymin=0, ymax=1, **kwargs):
743743
744744 Returns
745745 -------
746- :class:`~matplotlib.lines.Line2D`
746+ line : :class:`~matplotlib.lines.Line2D`
747747
748748 Other Parameters
749749 ----------------
@@ -1138,8 +1138,9 @@ def eventplot(self, positions, orientation='horizontal', lineoffsets=1,
11381138 Returns
11391139 -------
11401140
1141- A list of :class:`matplotlib.collections.EventCollection` objects that
1142- were added.
1141+ list : A list of :class:`~.collections.EventCollection` objects.
1142+ Contains the :class:`~.collections.EventCollection` that
1143+ were added.
11431144
11441145 Notes
11451146 -----
@@ -2064,7 +2065,7 @@ def bar(self, *args, **kwargs):
20642065
20652066 Returns
20662067 -------
2067- `.BarContainer`
2068+ container : `.BarContainer`
20682069 Container with all the bars and optionally errorbars.
20692070
20702071 Other Parameters
@@ -2088,9 +2089,13 @@ def bar(self, *args, **kwargs):
20882089
20892090 - scalar: symmetric +/- values for all bars
20902091 - shape(N,): symmetric +/- values for each bar
2091- - shape(2,N): separate + and - values for each bar
2092+ - shape(2,N): Separate - and + values for each bar. First row
2093+ contains the lower errors, the second row contains the
2094+ upper errors.
2095+ - *None*: No errorbar. (Default)
20922096
2093- Default: None
2097+ See :ref:`sphx_glr_gallery_statistics_errorbar_features.py`
2098+ for an example on the usage of ``xerr`` and ``yerr``.
20942099
20952100 ecolor : scalar or array-like, optional, default: 'black'
20962101 The line color of the errorbars.
@@ -2384,7 +2389,7 @@ def barh(self, *args, **kwargs):
23842389
23852390 Returns
23862391 -------
2387- `.BarContainer`
2392+ container : `.BarContainer`
23882393 Container with all the bars and optionally errorbars.
23892394
23902395 Other Parameters
@@ -2408,9 +2413,13 @@ def barh(self, *args, **kwargs):
24082413
24092414 - scalar: symmetric +/- values for all bars
24102415 - shape(N,): symmetric +/- values for each bar
2411- - shape(2,N): separate + and - values for each bar
2416+ - shape(2,N): Separate - and + values for each bar. First row
2417+ contains the lower errors, the second row contains the
2418+ upper errors.
2419+ - *None*: No errorbar. (default)
24122420
2413- Default: None
2421+ See :ref:`sphx_glr_gallery_statistics_errorbar_features.py`
2422+ for an example on the usage of ``xerr`` and ``yerr``.
24142423
24152424 ecolor : scalar or array-like, optional, default: 'black'
24162425 The line color of the errorbars.
@@ -2521,7 +2530,7 @@ def broken_barh(self, xranges, yrange, **kwargs):
25212530
25222531 Returns
25232532 -------
2524- : class:`matplotlib .collections.BrokenBarHCollection`
2533+ collection : A : class:`~ .collections.BrokenBarHCollection`
25252534
25262535 Notes
25272536 -----
@@ -2621,8 +2630,8 @@ def stem(self, *args, **kwargs):
26212630
26222631 Returns
26232632 -------
2624- :class:`~matplotlib.container.StemContainer`
2625- The stemcontainer may be treated like a tuple
2633+ container : :class:`~matplotlib.container.StemContainer`
2634+ The container may be treated like a tuple
26262635 (*markerline*, *stemlines*, *baseline*)
26272636
26282637
@@ -2992,9 +3001,14 @@ def errorbar(self, x, y, yerr=None, xerr=None,
29923001
29933002 - scalar: Symmetric +/- values for all data points.
29943003 - shape(N,): Symmetric +/-values for each data point.
2995- - shape(2,N): Separate + and - values for each data point.
3004+ - shape(2,N): Separate - and + values for each bar. First row
3005+ contains the lower errors, the second row contains the
3006+ upper errors.
29963007 - *None*: No errorbar.
29973008
3009+ See :ref:`sphx_glr_gallery_statistics_errorbar_features.py`
3010+ for an example on the usage of ``xerr`` and ``yerr``.
3011+
29983012 fmt : plot format string, optional, default: ''
29993013 The format for the data points / data lines. See `.plot` for
30003014 details.
@@ -3040,7 +3054,7 @@ def errorbar(self, x, y, yerr=None, xerr=None,
30403054
30413055 Returns
30423056 -------
3043- :class:`~.container.ErrorbarContainer`
3057+ container : :class:`~.container.ErrorbarContainer`
30443058 The container contains:
30453059
30463060 - plotline: :class:`~matplotlib.lines.Line2D` instance of
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