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.. currentmodule:: xarray
Dataset
=======
.. autosummary::
:toctree: ../generated/
Dataset
Attributes
----------
.. autosummary::
:toctree: ../generated/
Dataset.dims
Dataset.sizes
Dataset.dtypes
Dataset.data_vars
Dataset.coords
Dataset.attrs
Dataset.encoding
Dataset.indexes
Dataset.xindexes
Dataset.chunks
Dataset.chunksizes
Dataset.nbytes
Dictionary interface
--------------------
Datasets implement the mapping interface with keys given by variable names
and values given by ``DataArray`` objects.
.. autosummary::
:toctree: ../generated/
Dataset.__getitem__
Dataset.__setitem__
Dataset.__delitem__
Dataset.update
Dataset.get
Dataset.items
Dataset.keys
Dataset.values
Dataset contents
----------------
.. autosummary::
:toctree: ../generated/
Dataset.copy
Dataset.assign
Dataset.assign_coords
Dataset.assign_attrs
Dataset.pipe
Dataset.merge
Dataset.rename
Dataset.rename_vars
Dataset.rename_dims
Dataset.swap_dims
Dataset.expand_dims
Dataset.drop_vars
Dataset.drop_indexes
Dataset.drop_duplicates
Dataset.drop_dims
Dataset.drop_encoding
Dataset.drop_attrs
Dataset.set_coords
Dataset.reset_coords
Dataset.convert_calendar
Dataset.interp_calendar
Dataset.get_index
Comparisons
-----------
.. autosummary::
:toctree: ../generated/
Dataset.equals
Dataset.identical
Dataset.broadcast_equals
Indexing
--------
.. autosummary::
:toctree: ../generated/
Dataset.loc
Dataset.isel
Dataset.sel
Dataset.drop_sel
Dataset.drop_isel
Dataset.head
Dataset.tail
Dataset.thin
Dataset.squeeze
Dataset.interp
Dataset.interp_like
Dataset.reindex
Dataset.reindex_like
Dataset.set_index
Dataset.reset_index
Dataset.set_xindex
Dataset.reorder_levels
Dataset.query
Missing value handling
----------------------
.. autosummary::
:toctree: ../generated/
Dataset.isnull
Dataset.notnull
Dataset.combine_first
Dataset.count
Dataset.dropna
Dataset.fillna
Dataset.ffill
Dataset.bfill
Dataset.interpolate_na
Dataset.where
Dataset.isin
Computation
-----------
.. autosummary::
:toctree: ../generated/
Dataset.map
Dataset.reduce
Dataset.groupby
Dataset.groupby_bins
Dataset.rolling
Dataset.rolling_exp
Dataset.cumulative
Dataset.weighted
Dataset.coarsen
Dataset.resample
Dataset.diff
Dataset.quantile
Dataset.differentiate
Dataset.integrate
Dataset.map_blocks
Dataset.polyfit
Dataset.curvefit
Dataset.eval
Aggregation
-----------
.. autosummary::
:toctree: ../generated/
Dataset.all
Dataset.any
Dataset.argmax
Dataset.argmin
Dataset.count
Dataset.idxmax
Dataset.idxmin
Dataset.max
Dataset.min
Dataset.mean
Dataset.median
Dataset.prod
Dataset.sum
Dataset.std
Dataset.var
Dataset.cumsum
Dataset.cumprod
ndarray methods
---------------
.. autosummary::
:toctree: ../generated/
Dataset.argsort
Dataset.astype
Dataset.clip
Dataset.conj
Dataset.conjugate
Dataset.imag
Dataset.round
Dataset.real
Dataset.rank
Reshaping and reorganizing
--------------------------
.. autosummary::
:toctree: ../generated/
Dataset.transpose
Dataset.stack
Dataset.unstack
Dataset.to_stacked_array
Dataset.shift
Dataset.roll
Dataset.pad
Dataset.sortby
Dataset.broadcast_like
|
