def barplot(data, **kwargs):
def sns_barplot(x, y, hue, orient, color, saturation): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.barplot(
x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None, # estimator=<function mean>,
ci=95,
n_boot=1000,
units=None,
orient=orient,
color=color,
palette=None,
saturation=saturation,
errcolor='.26',
ax=ax,
**kwargs) # errwidth=None, capsize=None, # New args added in ??
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_barplot,
x=allcols,
y=allcols,
hue=allcols,
orient=["None", "v", "h"],
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
)
def countplot(data, **kwargs):
def sns_countplot(x, y, hue, color, saturation): # pragma: no cover
x, y, hue, color = ut.widget2py(x, y, hue, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.countplot(x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None,
orient=None,
color=color,
palette=None,
saturation=saturation,
ax=ax,
**kwargs)
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_countplot,
x=allcols,
y=allcols,
hue=allcols,
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
)
def boxplot(data, **kwargs):
def sns_boxplot(x, y, hue, orient, color, saturation,
notch): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.boxplot(x=x,
y=y,
hue=hue,
data=data,
order=None,
hue_order=None,
orient=orient,
color=color,
palette=None,
saturation=saturation,
width=0.8,
fliersize=5,
linewidth=None,
whis=1.5,
notch=notch,
ax=ax,
**kwargs)
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_boxplot,
x=allcols,
y=allcols,
hue=allcols,
orient=["None", "v", "h"],
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
notch=False,
)
def violinplot(data, **kwargs):
def sns_violinplot(x, y, hue, bw, scale, inner, split, orient, color, saturation): # pragma: no cover
x, y, hue, inner, orient, color = ut.widget2py(x, y, hue, inner, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
sns.violinplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None,
bw=bw, cut=2, scale=scale, scale_hue=True,
gridsize=100, width=0.8, inner=inner, split=split, orient=orient,
linewidth=None, color=color, palette=None, saturation=saturation, ax=ax, **kwargs)
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_violinplot,
x=allcols,
y=allcols,
hue=allcols,
bw=["scott", "silverman", "float"],
scale=["area", "count", "width"],
inner=["box", "quartile", "point", "stick", "None"],
split=False,
orient=["None", "v", "h"],
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
)
def countplot(data, **kwargs):
def sns_countplot(x, y, hue, color, saturation): # pragma: no cover
x, y, hue, color = ut.widget2py(x, y, hue, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.countplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, orient=None,
color=color, palette=None, saturation=saturation, ax=ax, **kwargs)
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_countplot,
x=allcols,
y=allcols,
hue=allcols,
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
)
def barplot(data, **kwargs):
def sns_barplot(x, y, hue, orient, color, saturation): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.barplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, # estimator=<function mean>,
ci=95, n_boot=1000, units=None, orient=orient, color=color, palette=None,
saturation=saturation, errcolor='.26', ax=ax, **kwargs) # errwidth=None, capsize=None, # New args added in ??
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_barplot,
x=allcols,
y=allcols,
hue=allcols,
orient=["None", "v", "h"],
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
)
def boxplot(data, **kwargs):
def sns_boxplot(x, y, hue, orient, color, saturation, notch): # pragma: no cover
x, y, hue, orient, color = ut.widget2py(x, y, hue, orient, color)
ax, fig, _ = ut.get_ax_fig_plt()
return sns.boxplot(x=x, y=y, hue=hue, data=data, order=None, hue_order=None, orient=orient,
color=color, palette=None, saturation=saturation, width=0.8, fliersize=5, linewidth=None,
whis=1.5, notch=notch, ax=ax, **kwargs)
allcols = ["None"] + list(data.keys())
return ipw.interact_manual(
sns_boxplot,
x=allcols,
y=allcols,
hue=allcols,
orient=["None", "v", "h"],
color=ut.colors_dropdow(),
saturation=ut.saturation_slider(default=0.75),
notch=False,
)