Created
January 14, 2017 19:09
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Read a shapefile into a Pandas dataframe
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def read_shapefile(shp_path): | |
""" | |
Read a shapefile into a Pandas dataframe with a 'coords' column holding | |
the geometry information. This uses the pyshp package | |
""" | |
import shapefile | |
#read file, parse out the records and shapes | |
sf = shapefile.Reader(shp_path) | |
fields = [x[0] for x in sf.fields][1:] | |
records = sf.records() | |
shps = [s.points for s in sf.shapes()] | |
#write into a dataframe | |
df = pd.DataFrame(columns=fields, data=records) | |
df = df.assign(coords=shps) | |
return df |
it worked!
Thanks, This is useful.
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I get an error on python 3.6
Solution by rewriting
records = sf.records()
as
records =[list(i) for i in sf.records()]