px_accessors module¶
Plotly Express pandas accessors.
Note
Accessors do not utilize caching.
attach_px_methods function¶
attach_px_methods(
cls
)
Class decorator to attach Plotly Express methods.
PXAccessor class¶
PXAccessor(
obj,
**kwargs
)
Accessor for running Plotly Express functions.
Accessible through pd.Series.vbt.px
and pd.DataFrame.vbt.px
.
Usage
>>> import pandas as pd
>>> import vectorbt as vbt
>>> vbt.settings.set_theme('seaborn')
>>> pd.Series([1, 2, 3]).vbt.px.bar()
Superclasses
Inherited members
- AttrResolver.deep_getattr()
- AttrResolver.post_resolve_attr()
- AttrResolver.pre_resolve_attr()
- AttrResolver.resolve_attr()
- BaseAccessor.align_to()
- BaseAccessor.apply()
- BaseAccessor.apply_and_concat()
- BaseAccessor.apply_on_index()
- BaseAccessor.broadcast()
- BaseAccessor.broadcast_to()
- BaseAccessor.combine()
- BaseAccessor.concat()
- BaseAccessor.config
- BaseAccessor.df_accessor_cls
- BaseAccessor.drop_duplicate_levels()
- BaseAccessor.drop_levels()
- BaseAccessor.drop_redundant_levels()
- BaseAccessor.empty()
- BaseAccessor.empty_like()
- BaseAccessor.iloc
- BaseAccessor.indexing_func()
- BaseAccessor.indexing_kwargs
- BaseAccessor.loc
- BaseAccessor.make_symmetric()
- BaseAccessor.obj
- BaseAccessor.rename_levels()
- BaseAccessor.repeat()
- BaseAccessor.select_levels()
- BaseAccessor.self_aliases
- BaseAccessor.sr_accessor_cls
- BaseAccessor.stack_index()
- BaseAccessor.tile()
- BaseAccessor.to_1d_array()
- BaseAccessor.to_2d_array()
- BaseAccessor.to_dict()
- BaseAccessor.unstack_to_array()
- BaseAccessor.unstack_to_df()
- BaseAccessor.wrapper
- BaseAccessor.writeable_attrs
- Configured.copy()
- Configured.dumps()
- Configured.loads()
- Configured.replace()
- Configured.to_doc()
- Configured.update_config()
- PandasIndexer.xs()
- Pickleable.load()
- Pickleable.save()
- Wrapping.regroup()
- Wrapping.resolve_self()
- Wrapping.select_one()
- Wrapping.select_one_from_obj()
Subclasses
area method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
bar method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
bar_polar method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
box method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
choropleth method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
choropleth_mapbox method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
density_contour method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
density_heatmap method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
density_mapbox method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
ecdf method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
funnel method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
funnel_area method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
histogram method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
icicle method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
imshow method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
line method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
line_3d method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
line_geo method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
line_mapbox method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
line_polar method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
line_ternary method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
parallel_categories method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
parallel_coordinates method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
pie method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter_3d method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter_geo method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter_mapbox method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter_matrix method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter_polar method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
scatter_ternary method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
strip method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
sunburst method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
timeline method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
treemap method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
violin method¶
attach_px_methods.<locals>.plot_func(
*args,
**kwargs
)
PXDFAccessor class¶
PXDFAccessor(
obj,
**kwargs
)
Accessor for running Plotly Express functions. For DataFrames only.
Accessible through pd.DataFrame.vbt.px
.
Superclasses
- AttrResolver
- BaseAccessor
- BaseDFAccessor
- Configured
- Documented
- IndexingBase
- PXAccessor
- PandasIndexer
- Pickleable
- Wrapping
Inherited members
- AttrResolver.deep_getattr()
- AttrResolver.post_resolve_attr()
- AttrResolver.pre_resolve_attr()
- AttrResolver.resolve_attr()
- BaseAccessor.align_to()
- BaseAccessor.apply()
- BaseAccessor.apply_and_concat()
- BaseAccessor.apply_on_index()
- BaseAccessor.broadcast()
- BaseAccessor.broadcast_to()
- BaseAccessor.combine()
- BaseAccessor.concat()
- BaseAccessor.drop_duplicate_levels()
- BaseAccessor.drop_levels()
- BaseAccessor.drop_redundant_levels()
- BaseAccessor.empty()
- BaseAccessor.empty_like()
- BaseAccessor.indexing_func()
- BaseAccessor.make_symmetric()
- BaseAccessor.rename_levels()
- BaseAccessor.repeat()
- BaseAccessor.select_levels()
- BaseAccessor.stack_index()
- BaseAccessor.tile()
- BaseAccessor.to_1d_array()
- BaseAccessor.to_2d_array()
- BaseAccessor.to_dict()
- BaseAccessor.unstack_to_array()
- BaseAccessor.unstack_to_df()
- Configured.copy()
- Configured.dumps()
- Configured.loads()
- Configured.replace()
- Configured.to_doc()
- Configured.update_config()
- PXAccessor.config
- PXAccessor.df_accessor_cls
- PXAccessor.iloc
- PXAccessor.indexing_kwargs
- PXAccessor.loc
- PXAccessor.obj
- PXAccessor.self_aliases
- PXAccessor.sr_accessor_cls
- PXAccessor.wrapper
- PXAccessor.writeable_attrs
- PandasIndexer.xs()
- Pickleable.load()
- Pickleable.save()
- Wrapping.regroup()
- Wrapping.resolve_self()
- Wrapping.select_one()
- Wrapping.select_one_from_obj()
PXSRAccessor class¶
PXSRAccessor(
obj,
**kwargs
)
Accessor for running Plotly Express functions. For Series only.
Accessible through pd.Series.vbt.px
.
Superclasses
- AttrResolver
- BaseAccessor
- BaseSRAccessor
- Configured
- Documented
- IndexingBase
- PXAccessor
- PandasIndexer
- Pickleable
- Wrapping
Inherited members
- AttrResolver.deep_getattr()
- AttrResolver.post_resolve_attr()
- AttrResolver.pre_resolve_attr()
- AttrResolver.resolve_attr()
- BaseAccessor.align_to()
- BaseAccessor.apply()
- BaseAccessor.apply_and_concat()
- BaseAccessor.apply_on_index()
- BaseAccessor.broadcast()
- BaseAccessor.broadcast_to()
- BaseAccessor.combine()
- BaseAccessor.concat()
- BaseAccessor.drop_duplicate_levels()
- BaseAccessor.drop_levels()
- BaseAccessor.drop_redundant_levels()
- BaseAccessor.empty()
- BaseAccessor.empty_like()
- BaseAccessor.indexing_func()
- BaseAccessor.make_symmetric()
- BaseAccessor.rename_levels()
- BaseAccessor.repeat()
- BaseAccessor.select_levels()
- BaseAccessor.stack_index()
- BaseAccessor.tile()
- BaseAccessor.to_1d_array()
- BaseAccessor.to_2d_array()
- BaseAccessor.to_dict()
- BaseAccessor.unstack_to_array()
- BaseAccessor.unstack_to_df()
- Configured.copy()
- Configured.dumps()
- Configured.loads()
- Configured.replace()
- Configured.to_doc()
- Configured.update_config()
- PXAccessor.config
- PXAccessor.df_accessor_cls
- PXAccessor.iloc
- PXAccessor.indexing_kwargs
- PXAccessor.loc
- PXAccessor.obj
- PXAccessor.self_aliases
- PXAccessor.sr_accessor_cls
- PXAccessor.wrapper
- PXAccessor.writeable_attrs
- PandasIndexer.xs()
- Pickleable.load()
- Pickleable.save()
- Wrapping.regroup()
- Wrapping.resolve_self()
- Wrapping.select_one()
- Wrapping.select_one_from_obj()