Wulca aware factors to GIS

aware.py

#this script will convert the wulca aware factors kmz file from http://www.wulca-waterlca.org/aware.html to more GIS-ish vector (shp, geojson)files
#MIT License
#Copyright 2018 Matthias Czechowski https://github.com/bavyeti

file = 'AWARE_v1_2April_7th.kmz'

import geopandas as gpd
import pandas as pd
import fiona
fiona.drvsupport.supported_drivers['kml'] = 'rw'
fiona.drvsupport.supported_drivers['KML'] = 'rw' 

aware = gpd.read_file('zip://'+file)
attributes_df = pd.DataFrame()

for i,feature in aware.iterrows():
    
    #access weird nested html table:
    ntable= feature['Description'].split('td><table',1)
    htmltable = pd.read_html('<table'+ntable[1])
    
    attr = htmltable[0].set_index(0).T
    attributes_df = attributes_df.append(attr,ignore_index=True)

attributes_df['FID']= attributes_df.FID.astype(int)
aware['Name'] = aware.Name.astype(int)
output = pd.merge(aware, attributes_df,left_on='Name',right_on='FID')

#for other filetypes check with fiona.supported_drivers
output.to_file('./aware.shp')