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