Now it is the links to the detailed maps in PDF that we need to collect into spreadsheet table.
Scrapping the links was not easy as the website is had anti-scrape mechanisms implemented on it. So, we can manually collect the HTML source tags that contain what we wanted then use python scripting to wrangle it into the format we wanted.
For example for each district, the facet numbers are embedded in a '<map>...</map>' tag as seen below.
iMap = ''' <map name="ISDMap">
<area shape="rect" coords="487, 59 , 525, 86" href="/cgi-bin/IMap.asp?map=5262A" alt="">
<area shape="rect" coords="525, 59 , 564, 86" href="/cgi-bin/IMap.asp?map=5262B" alt="">
<area shape="rect" coords="564, 59 , 604, 85" href="/cgi-bin/IMap.asp?map=5362A" alt="">
<area shape="rect" coords="603, 59 , 643, 86" href="/cgi-bin/IMap.asp?map=5362B" alt="">
<area shape="rect" coords="643, 59 , 682, 85" href="/cgi-bin/IMap.asp?map=5462A" alt="">
<area shape="rect" coords="682, 59 , 722, 86" href="/cgi-bin/IMap.asp?map=5462B" alt="">
<area shape="rect" coords="487, 86 , 525,111" href="/cgi-bin/IMap.asp?map=5262C" alt="">
<area shape="rect" coords="524, 85 , 565,110" href="/cgi-bin/IMap.asp?map=5262D" alt="">
<area shape="rect" coords="564, 85 , 604,111" href="/cgi-bin/IMap.asp?map=5362C" alt="">
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<area shape="rect" coords="643, 85 , 682,110" href="/cgi-bin/IMap.asp?map=5462C" alt="">
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<area shape="rect" coords="486,110 , 525,137" href="/cgi-bin/IMap.asp?map=5261A" alt="">
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<area shape="rect" coords="564,137 , 604,162" href="/cgi-bin/IMap.asp?map=5361C" alt="">
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<area shape="rect" coords="642,163 , 682,189" href="/cgi-bin/IMap.asp?map=5460A" alt="">
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<area shape="rect" coords="721,162 , 760,188" href="/cgi-bin/IMap.asp?map=5560A" alt="">
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</map> '''
We can use python's beautifulsoup library to extract the facet numbers, then construct the detailed map links since they all follow the same pattern as seen below.
from bs4 import BeautifulSoup
soup = BeautifulSoup(iMap, 'html.parser')
facet_maps = soup.find_all("area")
facet_number = [ f['href'].split('=')[-1] for f in facet_maps ]
detailed_map = [ 'https://public.hcad.org/iMaps/Tiles/Color/' + f['href'].split('=')[-1] + str(a) + '.pdf' for f in facet_maps for a in range(1, 13) ]
appr_dist = 'Houston'
appr_dist_link = 'https://public.hcad.org/maps/Houston.asp'
df = pd.DataFrame([])
# df['Facet Number'] = facet_number
df['Detailed map'] = detailed_map
df['Appraisal Districts'] = appr_dist
df['Link'] = appr_dist_link
The final output is similar to the screen above.
Cheers!