def scatter(*args, **kwargs):
"""
This will plot a scatterplot of x and y, iterating over the ColorBrewer
"Set2" color cycle unless a color is specified. The symbols produced are
empty circles, with the outline in the color specified by either 'color'
or 'edgecolor'. If you want to fill the circle, specify 'facecolor'.
Besides the matplotlib scatter(), will also take the parameter
@param show_ticks: Whether or not to show the x and y axis ticks
"""
# Force 'color' to indicate the edge color, so the middle of the
# scatter patches are empty. Can specify
ax, args, kwargs = utils.maybe_get_ax(*args, **kwargs)
if 'color' not in kwargs:
# Assume that color means the edge color. You can assign the
color_cycle = cycle(mpl.rcParams['axes.color_cycle'])
kwargs['color'] = next(color_cycle)
kwargs.setdefault('edgecolor', almost_black)
kwargs.setdefault('alpha', 0.5)
lw = utils.maybe_get_linewidth(**kwargs)
kwargs['lw'] = lw
show_ticks = kwargs.pop('show_ticks', False)
scatterpoints = ax.scatter(*args, **kwargs)
utils.remove_chartjunk(ax, ['top', 'right'], show_ticks=show_ticks)
return ax
def scatter(*args, **kwargs):
"""
This will plot a scatterplot of x and y, iterating over the ColorBrewer
"Set2" color cycle unless a color is specified. The symbols produced are
empty circles, with the outline in the color specified by either 'color'
or 'edgecolor'. If you want to fill the circle, specify 'facecolor'.
Besides the matplotlib scatter(), will also take the parameter
@param show_ticks: Whether or not to show the x and y axis ticks
"""
# Force 'color' to indicate the edge color, so the middle of the
# scatter patches are empty. Can specify
ax, args, kwargs = utils.maybe_get_ax(*args, **kwargs)
if 'color' not in kwargs:
# Assume that color means the edge color. You can assign the
color_cycle = ax._get_lines.color_cycle
kwargs['color'] = next(color_cycle)
if 'edgecolor' not in kwargs:
kwargs['edgecolor'] = almost_black
if 'alpha' not in kwargs:
kwargs['alpha'] = 0.5
lw = utils.maybe_get_linewidth(**kwargs)
kwargs['lw'] = lw
show_ticks = kwargs.pop('show_ticks', False)
scatterpoints = ax.scatter(*args, **kwargs)
utils.remove_chartjunk(ax, ['top', 'right'], show_ticks=show_ticks)
return ax
def stackplot(*args, **kwargs):
ax, args, kwargs = maybe_get_ax(*args, **kwargs)
lw = maybe_get_linewidth(**kwargs)
kwargs['linewidths'] = lw
kwargs.setdefault('edgecolor', almost_black)
show_ticks = kwargs.pop('show_ticks', False)
lines = ax.stackplot(*args, **kwargs)
remove_chartjunk(ax, ['top', 'right'], show_ticks=show_ticks)
return lines
def stackplot(*args, **kwargs):
ax, args, kwargs = maybe_get_ax(*args, **kwargs)
lw = maybe_get_linewidth(**kwargs)
kwargs['linewidths'] = lw
kwargs.setdefault('edgecolor', almost_black)
show_ticks = kwargs.pop('show_ticks', False)
lines = ax.stackplot(*args, **kwargs)
remove_chartjunk(ax, ['top', 'right'], show_ticks=show_ticks)
return lines
def fill_betweenx(*args, **kwargs):
ax, args, kwargs = maybe_get_ax(*args, **kwargs)
lw = maybe_get_linewidth(**kwargs)
kwargs['linewidths'] = lw
if 'color' not in kwargs:
# if no color is specified, cycle over the ones in this axis
color_cycle = cycle(mpl.rcParams['axes.color_cycle'])
kwargs['color'] = next(color_cycle)
kwargs.setdefault('edgecolor', almost_black)
show_ticks = kwargs.pop('show_ticks', False)
lines = ax.fill_betweenx(*args, **kwargs)
remove_chartjunk(ax, ['top', 'right'], show_ticks=show_ticks)
return ax
def fill_between(*args, **kwargs):
ax, args, kwargs = maybe_get_ax(*args, **kwargs)
lw = maybe_get_linewidth(**kwargs)
kwargs['linewidths'] = lw
if 'color' not in kwargs:
# if no color is specified, cycle over the ones in this axis
color_cycle = ax._get_lines.color_cycle
kwargs['color'] = next(color_cycle)
kwargs.setdefault('edgecolor', almost_black)
show_ticks = kwargs.pop('show_ticks', False)
lines = ax.fill_between(*args, **kwargs)
remove_chartjunk(ax, ['top', 'right'], show_ticks=show_ticks)
return lines
def fill_between(*args, **kwargs):
ax, args, kwargs = maybe_get_ax(*args, **kwargs)
lw = maybe_get_linewidth(**kwargs)
kwargs["linewidths"] = lw
if "color" not in kwargs:
# if no color is specified, cycle over the ones in this axis
color_cycle = ax._get_lines.color_cycle
kwargs["color"] = next(color_cycle)
if "edgecolor" not in kwargs:
kwargs["edgecolor"] = almost_black
show_ticks = kwargs.pop("show_ticks", False)
lines = ax.fill_between(*args, **kwargs)
remove_chartjunk(ax, ["top", "right"], show_ticks=show_ticks)
return ax
