pandera.typing.Series

class pandera.typing.Series(data=None, index=None, dtype=None, name=None, copy=None, fastpath=<no_default>)

Representation of pandas.Series, only used for type annotation.

new in 0.5.0

Attributes

T	Return the transpose, which is by definition self.
array	The ExtensionArray of the data backing this Series or Index.
at	Access a single value for a row/column label pair.
attrs	Dictionary of global attributes of this dataset.
axes	Return a list of the row axis labels.
default_dtype
dtype	Return the dtype object of the underlying data.
dtypes	Return the dtype object of the underlying data.
empty	Indicator whether Series/DataFrame is empty.
flags	Get the properties associated with this pandas object.
hasnans	Return True if there are any NaNs.
iat	Access a single value for a row/column pair by integer position.
iloc	Purely integer-location based indexing for selection by position.
index	The index (axis labels) of the Series.
is_monotonic_decreasing	Return boolean if values in the object are monotonically decreasing.
is_monotonic_increasing	Return boolean if values in the object are monotonically increasing.
is_unique	Return boolean if values in the object are unique.
loc	Access a group of rows and columns by label(s) or a boolean array.
name	Return the name of the Series.
nbytes	Return the number of bytes in the underlying data.
ndim	Number of dimensions of the underlying data, by definition 1.
shape	Return a tuple of the shape of the underlying data.
size	Return the number of elements in the underlying data.
values	Return Series as ndarray or ndarray-like depending on the dtype.

Methods