pandera.typing.geopandas.GeoSeries

class pandera.typing.geopandas.GeoSeries(data=None, index=None, crs=None, **kwargs)

Representation of geopandas.GeoSeries, only used for type annotation.

Attributes

T	Return the transpose, which is by definition self.
area	Return a Series containing the area of each geometry in the GeoSeries expressed in the units of the CRS.
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.
boundary	Return a GeoSeries of lower dimensional objects representing each geometry's set-theoretic boundary.
bounds	Return a DataFrame with columns minx, miny, maxx, maxy values containing the bounds for each geometry.
centroid	Return a GeoSeries of points representing the centroid of each geometry.
convex_hull	Return a GeoSeries of geometries representing the convex hull of each geometry.
crs	The Coordinate Reference System (CRS) as a pyproj.CRS object.
cx	Coordinate based indexer to select by intersection with bounding box.
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.
envelope	Return a GeoSeries of geometries representing the envelope of each geometry.
exterior	Return a GeoSeries of LinearRings representing the outer boundary of each polygon in the GeoSeries.
flags	Get the properties associated with this pandas object.
geom_type	Returns a Series of strings specifying the Geometry Type of each object.
geometry
has_m	Return a Series of dtype('bool') with value True for features that have a m-component.
has_sindex	Check the existence of the spatial index without generating it.
has_z	Return a Series of dtype('bool') with value True for features that have a z-component.
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.
interiors	Return a Series of List representing the inner rings of each polygon in the GeoSeries.
is_ccw	Return a Series of dtype('bool') with value True if a LineString or LinearRing is counterclockwise.
is_closed	Return a Series of dtype('bool') with value True if a LineString's or LinearRing's first and last points are equal.
is_empty	Returns a Series of dtype('bool') with value True for empty geometries.
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_ring	Return a Series of dtype('bool') with value True for features that are closed.
is_simple	Return a Series of dtype('bool') with value True for geometries that do not cross themselves.
is_unique	Return boolean if values in the object are unique.
is_valid	Return a Series of dtype('bool') with value True for geometries that are valid.
length	Return a Series containing the length of each geometry expressed in the units of the CRS.
loc	Access a group of rows and columns by label(s) or a boolean array.
m	Return the m coordinate of point geometries in a GeoSeries.
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.
sindex	Generate the spatial index.
size	Return the number of elements in the underlying data.
total_bounds	Return a tuple containing minx, miny, maxx, maxy values for the bounds of the series as a whole.
type	Return the geometry type of each geometry in the GeoSeries.
unary_union	Return a geometry containing the union of all geometries in the GeoSeries.
values	Return Series as ndarray or ndarray-like depending on the dtype.
x	Return the x location of point geometries in a GeoSeries.
y	Return the y location of point geometries in a GeoSeries.
z	Return the z location of point geometries in a GeoSeries.

Methods