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@aparrish
aparrish / understanding-word-vectors.ipynb
Last active December 18, 2025 05:55
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@rmania
rmania / geopandas_convert_geometry_3D_2D.py
Created March 13, 2017 21:06
flatten geometry series (3D to 2D) in geopandas dataframe
# Often when reading in a ShapeFile from Basemap, you'll get: "ValueError: readshapefile can only handle 2D shape types"
# A trick can be to convert your geometry in your GeoPandas Dataframe and restoring the new flattened 2D geometry
# series back into a shapefile and try again.
# edit from http://stackoverflow.com/questions/33417764/basemap-readshapefile-valueerror
from shapely.geometry import Polygon, MultiPolygon, shape, Point
import geopandas as gp
def convert_3D_2D(geometry):
'''