subplots ( 2, 2, sharex = True, sharey = True ) # Create figure number 10 with a single subplot # and clears it if it already exists. subplots ( 2, 2, sharex = 'all', sharey = 'all' ) # Note that this is the same as plt. subplots ( 2, 2, sharey = 'row' ) # Share both X and Y axes with all subplots plt. subplots ( 2, 2, sharex = 'col' ) # Share a Y axis with each row of subplots plt. Combining two subplots using subplots and GridSpec Using Gridspec to make multi-column/row subplot layouts Nested Gridspecs Invert Axes Managing multiple figures in pyplot Secondary Axis Sharing axis limits and views Shared axis Figure subfigures Multiple subplots Subplots spacings and margins Creating multiple subplots using plt. scatter ( x, y ) # Share a X axis with each column of subplots plt. For more advanced use cases you can use GridSpec for a more general subplot layout or Figure.addsubplot for adding subplots at arbitrary. subplots ( 2, 2, subplot_kw = dict ( projection = "polar" )) axs. pyplot.subplots creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. scatter ( x, y ) # Create four polar axes and access them through the returned array fig, axs = plt. set_title ( 'Simple plot' ) # Create two subplots and unpack the output array immediately f, ( ax1, ax2 ) = plt. sin ( x ** 2 ) # Create just a figure and only one subplot fig, ax = plt. Typical idioms for handling the return value are: Theĭimensions of the resulting array can be controlled with the squeeze **fig_kwĪll additional keyword arguments are passed to theĪx can be either a single Axes object or anĪrray of Axes objects if more than one subplot was created. If False, no squeezing at all is done: the returned Axes object isĪlways a 2D array containing Axes instances, even if it ends upĭict with keywords passed to the GridSpecĬonstructor used to create the grid the subplots are placed on.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.Resulting single Axes object is returned as a scalar. if only one subplot is constructed (nrows=ncols=1), the.If True, extra dimensions are squeezed out from the returned.When subplots have a shared axis that has units, calling Have a shared y-axis along a row, only the y tick labels of the firstĬolumn subplot are created. Labels of the bottom subplot are created. When subplots have a shared x-axis along a column, only the x tick '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) Number of rows/columns of the subplot grid. Subplots, including the enclosing figure object, in a single call. This utility wrapper makes it convenient to create common layouts of subplots ( nrows = 1, ncols = 1, *, sharex = False, sharey = False, squeeze = True, subplot_kw = None, gridspec_kw = None, ** fig_kw ) ¶ subplots ( 2, 2, sharex = True, sharey = True ) # Creates figure number 10 with a single subplot # and clears it if it already exists. subplots ( 2, 2, sharex = 'col' ) # Share a Y axis with each row of subplots plt. subplots ( 2, 2, subplot_kw = dict ( polar = True )) axes. scatter ( x, y ) # Creates four polar axes, and accesses them through the returned array fig, axes = plt. set_title ( 'Simple plot' ) # Creates two subplots and unpacks the output array immediately f, ( ax1, ax2 ) = plt. sin ( x ** 2 ) # Creates just a figure and only one subplot fig, ax = plt. **fig_kwĪll additional keyword arguments are passed to theįig : Figure ax : axes.Axes object or array of Axes objects.Īx can be either a single Axes object or anĪrray of Axes objects if more than one subplot was created. subplot_kw : dict, optionalĭict with keywords passed to the GridSpecĬonstructor used to create the grid the subplots are placed on. 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 isĪlways a 2D array containing Axes instances, even if it ends up
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