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Define DataFrame plot methods in DataFrame #17020

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Jul 20, 2017
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Define DataFrame plot methods in DataFrame #17020

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08f2e3b
Define DataFrame plot methods in DataFrame
jbrockmendel Jul 19, 2017
f8f46fa
Define boxplot as boxplot_frame in plotting._core;
jbrockmendel Jul 19, 2017
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34 changes: 9 additions & 25 deletions pandas/core/frame.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5651,12 +5651,21 @@ def isin(self, values):
values).reshape(self.shape), self.index,
self.columns)

# ----------------------------------------------------------------------
# Add plotting methods to DataFrame
plot = base.AccessorProperty(gfx.FramePlotMethods, gfx.FramePlotMethods)
hist = gfx.hist_frame
boxplot = gfx.boxplot_frame


DataFrame._setup_axes(['index', 'columns'], info_axis=1, stat_axis=0,
axes_are_reversed=True, aliases={'rows': 0})
DataFrame._add_numeric_operations()
DataFrame._add_series_or_dataframe_operations()

ops.add_flex_arithmetic_methods(DataFrame, **ops.frame_flex_funcs)
ops.add_special_arithmetic_methods(DataFrame, **ops.frame_special_funcs)

_EMPTY_SERIES = Series([])


Expand Down Expand Up @@ -6002,28 +6011,3 @@ def _from_nested_dict(data):

def _put_str(s, space):
return ('%s' % s)[:space].ljust(space)


# ----------------------------------------------------------------------
# Add plotting methods to DataFrame
DataFrame.plot = base.AccessorProperty(gfx.FramePlotMethods,
gfx.FramePlotMethods)
DataFrame.hist = gfx.hist_frame


@Appender(_shared_docs['boxplot'] % _shared_doc_kwargs)
def boxplot(self, column=None, by=None, ax=None, fontsize=None, rot=0,
grid=True, figsize=None, layout=None, return_type=None, **kwds):
from pandas.plotting._core import boxplot
import matplotlib.pyplot as plt
ax = boxplot(self, column=column, by=by, ax=ax, fontsize=fontsize,
grid=grid, rot=rot, figsize=figsize, layout=layout,
return_type=return_type, **kwds)
plt.draw_if_interactive()
return ax


DataFrame.boxplot = boxplot

ops.add_flex_arithmetic_methods(DataFrame, **ops.frame_flex_funcs)
ops.add_special_arithmetic_methods(DataFrame, **ops.frame_special_funcs)
12 changes: 12 additions & 0 deletions pandas/plotting/_core.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2034,6 +2034,18 @@ def plot_group(keys, values, ax):
return result


@Appender(_shared_docs['boxplot'] % _shared_doc_kwargs)
def boxplot_frame(self, column=None, by=None, ax=None, fontsize=None, rot=0,
grid=True, figsize=None, layout=None,
return_type=None, **kwds):
import matplotlib.pyplot as plt
ax = boxplot(self, column=column, by=by, ax=ax, fontsize=fontsize,
grid=grid, rot=rot, figsize=figsize, layout=layout,
return_type=return_type, **kwds)
plt.draw_if_interactive()
return ax


def scatter_plot(data, x, y, by=None, ax=None, figsize=None, grid=False,
**kwargs):
"""
Expand Down