Plt.subplots(2, 2, sharex=True, sharey=True) Plt.subplots(2, 2, sharex='all', sharey='all') # Share both X and Y axes with all subplots # Share a Y axis with each row of subplots # Share a X axis with each column of subplots Given the number of rows and columns, it returns a tuple (fig, ax), giving a single figure fig with an array of axes ax. Subplots : The () method provides a way to plot multiple plots on a single figure. It was introduced by John Hunter within the year 2002. # Creates four polar axes, and accesses them through the returned arrayįig, axes = plt.subplots(2, 2, subplot_kw=dict(polar=True)) Matplotlib may be a multi-platform data visualization library built on NumPy arrays and designed to figure with the broader SciPy stack. # Creates two subplots and unpacks the output array immediatelyį, (ax1, ax2) = plt.subplots(1, 2, sharey=True) # Creates just a figure and only one subplot See also pyplot.figure pyplot.subplot pyplot.axes Figure.subplots Figure.add_subplot Examples # First create some toy data: The dimensions of the resulting array can be controlled with the squeeze keyword, see above. **fig_kwĪll additional keyword arguments are passed to the pyplot.figure call.įig : Figure ax : axes.Axes object or array of Axes objects.Īx can be either a single Axes object or an array of Axes objects if more than one subplot was created. gridspec_kw : dict, optionalĭict with keywords passed to the GridSpec constructor used to create the grid the subplots are placed on. subplot_kw : dict, optionalĭict with keywords passed to the add_subplot call used to create each subplot. Num : integer or string, optional, default: NoneĪ pyplot.figure keyword that sets the figure number or label. If False, no squeezing at all is done: the returned Axes object is always a 2D array containing Axes instances, even if it ends up being 1x1.for NxM, subplots with N>1 and M>1 are returned as a 2D array.for Nx1 or 1xM subplots, the returned object is a 1D numpy object array of Axes objects.if only one subplot is constructed (nrows=ncols=1), the resulting single Axes object is returned as a scalar.If True, extra dimensions are squeezed out from the returned array of Axes: To later turn other subplots' ticklabels on, use tick_params. Similarly, when subplots have a shared y-axis along a row, only the y tick labels of the first column subplot are created. When subplots have a shared x-axis along a column, only the x tick labels of the bottom subplot are created. 'col': each subplot column will share an x- or y-axis.'row': each subplot row will share an x- or y-axis.
False or 'none': each subplot x- or y-axis will be independent.True or 'all': x- or y-axis will be shared among all subplots.sharex, sharey : bool or, default: FalseĬontrols sharing of properties among x ( sharex) or y ( sharey) axes: Number of rows/columns of the subplot grid. This utility wrapper makes it convenient to create common layouts of subplots, including the enclosing figure object, in a single call. (nrows=1, ncols=1, sharex=False, sharey=False, squeeze=True, subplot_kw=None, gridspec_kw=None, **fig_kw)
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