@@ -767,20 +767,25 @@ def annotate(self, text, xy, xytext=None, xycoords='data', textcoords=None,
767767 @_docstring .dedent_interpd
768768 def axhline (self , y = 0 , xmin = 0 , xmax = 1 , ** kwargs ):
769769 """
770- Add a horizontal line across the Axes.
770+ Add a horizontal line spanning the whole or fraction of the Axes.
771+
772+ Note: If you want to set x-limits in data coordinates, use
773+ `~.Axes.hlines` instead.
771774
772775 Parameters
773776 ----------
774777 y : float, default: 0
775- y position in data coordinates of the horizontal line .
778+ y position in :ref:` data coordinates <coordinate-systems>` .
776779
777780 xmin : float, default: 0
778- Should be between 0 and 1, 0 being the far left of the plot, 1 the
779- far right of the plot.
781+ The start x-position in :ref:`axes coordinates <coordinate-systems>`.
782+ Should be between 0 and 1, 0 being the far left of the plot,
783+ 1 the far right of the plot.
780784
781785 xmax : float, default: 1
782- Should be between 0 and 1, 0 being the far left of the plot, 1 the
783- far right of the plot.
786+ The end x-position in :ref:`axes coordinates <coordinate-systems>`.
787+ Should be between 0 and 1, 0 being the far left of the plot,
788+ 1 the far right of the plot.
784789
785790 Returns
786791 -------
@@ -836,18 +841,23 @@ def axhline(self, y=0, xmin=0, xmax=1, **kwargs):
836841 @_docstring .dedent_interpd
837842 def axvline (self , x = 0 , ymin = 0 , ymax = 1 , ** kwargs ):
838843 """
839- Add a vertical line across the Axes.
844+ Add a vertical line spanning the whole or fraction of the Axes.
845+
846+ Note: If you want to set y-limits in data coordinates, use
847+ `~.Axes.vlines` instead.
840848
841849 Parameters
842850 ----------
843851 x : float, default: 0
844- x position in data coordinates of the vertical line .
852+ y position in :ref:` data coordinates <coordinate-systems>` .
845853
846854 ymin : float, default: 0
855+ The start y-position in :ref:`axes coordinates <coordinate-systems>`.
847856 Should be between 0 and 1, 0 being the bottom of the plot, 1 the
848857 top of the plot.
849858
850859 ymax : float, default: 1
860+ The end y-position in :ref:`axes coordinates <coordinate-systems>`.
851861 Should be between 0 and 1, 0 being the bottom of the plot, 1 the
852862 top of the plot.
853863
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