50 lines
2.2 KiB
Python
50 lines
2.2 KiB
Python
"""
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A declarative, object-oriented interface for creating statistical graphics.
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The seaborn.objects namespace contains a number of classes that can be composed
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together to build a customized visualization.
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The main object is :class:`Plot`, which is the starting point for all figures.
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Pass :class:`Plot` a dataset and specify assignments from its variables to
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roles in the plot. Build up the visualization by calling its methods.
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There are four other general types of objects in this interface:
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- :class:`Mark` subclasses, which create matplotlib artists for visualization
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- :class:`Stat` subclasses, which apply statistical transforms before plotting
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- :class:`Move` subclasses, which make further adjustments to reduce overplotting
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These classes are passed to :meth:`Plot.add` to define a layer in the plot.
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Each layer has a :class:`Mark` and optional :class:`Stat` and/or :class:`Move`.
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Plots can have multiple layers.
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The other general type of object is a :class:`Scale` subclass, which provide an
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interface for controlling the mappings between data values and visual properties.
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Pass :class:`Scale` objects to :meth:`Plot.scale`.
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See the documentation for other :class:`Plot` methods to learn about the many
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ways that a plot can be enhanced and customized.
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"""
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from seaborn._core.plot import Plot # noqa: F401
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from seaborn._marks.base import Mark # noqa: F401
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from seaborn._marks.area import Area, Band # noqa: F401
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from seaborn._marks.bar import Bar, Bars # noqa: F401
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from seaborn._marks.dot import Dot, Dots # noqa: F401
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from seaborn._marks.line import Dash, Line, Lines, Path, Paths, Range # noqa: F401
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from seaborn._marks.text import Text # noqa: F401
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from seaborn._stats.base import Stat # noqa: F401
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from seaborn._stats.aggregation import Agg, Est # noqa: F401
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from seaborn._stats.counting import Count, Hist # noqa: F401
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from seaborn._stats.density import KDE # noqa: F401
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from seaborn._stats.order import Perc # noqa: F401
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from seaborn._stats.regression import PolyFit # noqa: F401
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from seaborn._core.moves import Dodge, Jitter, Norm, Shift, Stack, Move # noqa: F401
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from seaborn._core.scales import ( # noqa: F401
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Boolean, Continuous, Nominal, Temporal, Scale
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)
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