geopandas.GeoSeries.fillna#

GeoSeries.fillna(value=None, method=None, inplace=False, **kwargs)[source]#

Fill NA values with geometry (or geometries).

method is currently not implemented.

Parameters

valueshapely geometry or GeoSeries, default None: If None is passed, NA values will be filled with GEOMETRYCOLLECTION EMPTY. If a shapely geometry object is passed, it will be used to fill all missing values. If a GeoSeries or GeometryArray are passed, missing values will be filled based on the corresponding index locations. If pd.NA or np.nan are passed, values will be filled with None (not GEOMETRYCOLLECTION EMPTY).

Returns

GeoSeries

See also

GeoSeries.isna: detect missing values

Examples

>>> from shapely.geometry import Polygon
>>> s = geopandas.GeoSeries(
...     [
...         Polygon([(0, 0), (1, 1), (0, 1)]),
...         None,
...         Polygon([(0, 0), (-1, 1), (0, -1)]),
...     ]
... )
>>> s
0    POLYGON ((0.00000 0.00000, 1.00000 1.00000, 0....
1                                                 None
2    POLYGON ((0.00000 0.00000, -1.00000 1.00000, 0...
dtype: geometry

Filled with an empty polygon.

>>> s.fillna()
0    POLYGON ((0.00000 0.00000, 1.00000 1.00000, 0....
1                             GEOMETRYCOLLECTION EMPTY
2    POLYGON ((0.00000 0.00000, -1.00000 1.00000, 0...
dtype: geometry

Filled with a specific polygon.

>>> s.fillna(Polygon([(0, 1), (2, 1), (1, 2)]))
0    POLYGON ((0.00000 0.00000, 1.00000 1.00000, 0....
1    POLYGON ((0.00000 1.00000, 2.00000 1.00000, 1....
2    POLYGON ((0.00000 0.00000, -1.00000 1.00000, 0...
dtype: geometry

Filled with another GeoSeries.

>>> from shapely.geometry import Point
>>> s_fill = geopandas.GeoSeries(
...     [
...         Point(0, 0),
...         Point(1, 1),
...         Point(2, 2),
...     ]
... )
>>> s.fillna(s_fill)
0    POLYGON ((0.00000 0.00000, 1.00000 1.00000, 0....
1                              POINT (1.00000 1.00000)
2    POLYGON ((0.00000 0.00000, -1.00000 1.00000, 0...
dtype: geometry