@@ -499,7 +499,7 @@ def axhline(self, y=0, xmin=0, xmax=1, **kwargs):
499499
500500 Returns
501501 -------
502- :class:`~matplotlib.lines.Line2D`
502+ line : :class:`~matplotlib.lines.Line2D`
503503
504504 Other Parameters
505505 ----------------
@@ -569,7 +569,7 @@ def axvline(self, x=0, ymin=0, ymax=1, **kwargs):
569569
570570 Returns
571571 -------
572- :class:`~matplotlib.lines.Line2D`
572+ line : :class:`~matplotlib.lines.Line2D`
573573
574574 Other Parameters
575575 ----------------
@@ -964,8 +964,9 @@ def eventplot(self, positions, orientation='horizontal', lineoffsets=1,
964964 Returns
965965 -------
966966
967- A list of :class:`matplotlib.collections.EventCollection` objects that
968- were added.
967+ list : A list of :class:`~.collections.EventCollection` objects.
968+ Contains the :class:`~.collections.EventCollection` that
969+ were added.
969970
970971 Notes
971972 -----
@@ -1849,7 +1850,7 @@ def bar(self, x, height, width=0.8, bottom=None, *, align="center",
18491850
18501851 Returns
18511852 -------
1852- `.BarContainer`
1853+ container : `.BarContainer`
18531854 Container with all the bars and optionally errorbars.
18541855
18551856 Other Parameters
@@ -1873,7 +1874,9 @@ def bar(self, x, height, width=0.8, bottom=None, *, align="center",
18731874
18741875 - scalar: symmetric +/- values for all bars
18751876 - shape(N,): symmetric +/- values for each bar
1876- - shape(2,N): separate + and - values for each bar
1877+ - shape(2,N): Separate - and + values for each bar. First row
1878+ contains the lower errors, the second row contains the
1879+ upper errors.
18771880
18781881 Default: None
18791882
@@ -2124,7 +2127,7 @@ def barh(self, y, width, height=0.8, left=None, *, align="center",
21242127
21252128 Returns
21262129 -------
2127- `.BarContainer`
2130+ container : `.BarContainer`
21282131 Container with all the bars and optionally errorbars.
21292132
21302133 Other Parameters
@@ -2148,7 +2151,9 @@ def barh(self, y, width, height=0.8, left=None, *, align="center",
21482151
21492152 - scalar: symmetric +/- values for all bars
21502153 - shape(N,): symmetric +/- values for each bar
2151- - shape(2,N): separate + and - values for each bar
2154+ - shape(2,N): Separate - and + values for each bar. First row
2155+ contains the lower errors, the second row contains the
2156+ upper errors.
21522157
21532158 Default: None
21542159
@@ -2235,7 +2240,7 @@ def broken_barh(self, xranges, yrange, **kwargs):
22352240
22362241 Returns
22372242 -------
2238- : class:`matplotlib .collections.BrokenBarHCollection`
2243+ collection : A : class:`~ .collections.BrokenBarHCollection`
22392244
22402245 Notes
22412246 -----
@@ -2327,8 +2332,8 @@ def stem(self, *args, linefmt=None, markerfmt=None, basefmt=None,
23272332
23282333 Returns
23292334 -------
2330- :class:`~matplotlib.container.StemContainer`
2331- The stemcontainer may be treated like a tuple
2335+ container : :class:`~matplotlib.container.StemContainer`
2336+ The container may be treated like a tuple
23322337 (*markerline*, *stemlines*, *baseline*)
23332338
23342339
@@ -2671,7 +2676,9 @@ def errorbar(self, x, y, yerr=None, xerr=None,
26712676
26722677 - scalar: Symmetric +/- values for all data points.
26732678 - shape(N,): Symmetric +/-values for each data point.
2674- - shape(2,N): Separate + and - values for each data point.
2679+ - shape(2,N): Separate - and + values for each bar. First row
2680+ contains the lower errors, the second row contains the
2681+ upper errors.
26752682 - *None*: No errorbar.
26762683
26772684 fmt : plot format string, optional, default: ''
@@ -2719,7 +2726,7 @@ def errorbar(self, x, y, yerr=None, xerr=None,
27192726
27202727 Returns
27212728 -------
2722- :class:`~.container.ErrorbarContainer`
2729+ container : :class:`~.container.ErrorbarContainer`
27232730 The container contains:
27242731
27252732 - plotline: :class:`~matplotlib.lines.Line2D` instance of
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