geopandas.GeoSeries.get_coordinates#

GeoSeries.get_coordinates(include_z=False, ignore_index=False, index_parts=False)[source]#

Gets coordinates from a GeoSeries as a DataFrame of floats.

The shape of the returned DataFrame is (N, 2), with N being the number of coordinate pairs. With the default of include_z=False, three-dimensional data is ignored. When specifying include_z=True, the shape of the returned DataFrame is (N, 3).

Parameters
include_zbool, default False

Include Z coordinates

ignore_indexbool, default False

If True, the resulting index will be labelled 0, 1, …, n - 1, ignoring index_parts.

index_partsbool, default False

If True, the resulting index will be a MultiIndex (original index with an additional level indicating the ordering of the coordinate pairs: a new zero-based index for each geometry in the original GeoSeries).

Returns
pandas.DataFrame

Examples

>>> from shapely.geometry import Point, LineString, Polygon
>>> s = geopandas.GeoSeries(
...     [
...         Point(1, 1),
...         LineString([(1, -1), (1, 0)]),
...         Polygon([(3, -1), (4, 0), (3, 1)]),
...     ]
... )
>>> s
0                              POINT (1.00000 1.00000)
1       LINESTRING (1.00000 -1.00000, 1.00000 0.00000)
2    POLYGON ((3.00000 -1.00000, 4.00000 0.00000, 3...
dtype: geometry

>>> s.get_coordinates()
     x    y
0  1.0  1.0
1  1.0 -1.0
1  1.0  0.0
2  3.0 -1.0
2  4.0  0.0
2  3.0  1.0
2  3.0 -1.0

>>> s.get_coordinates(ignore_index=True)
     x    y
0  1.0  1.0
1  1.0 -1.0
2  1.0  0.0
3  3.0 -1.0
4  4.0  0.0
5  3.0  1.0
6  3.0 -1.0

>>> s.get_coordinates(index_parts=True)
       x    y
0 0  1.0  1.0
1 0  1.0 -1.0
  1  1.0  0.0
2 0  3.0 -1.0
  1  4.0  0.0
  2  3.0  1.0
  3  3.0 -1.0