Get language and location for webpages

language-and-location.py

import urllib.request
import html2text
import nltk
from langdetect import detect
from geotext import GeoText

# Some websites need headers (source: SO)
headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.64 Safari/537.11',
       'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
       'Accept-Charset': 'ISO-8859-1,utf-8;q=0.7,*;q=0.3',
       'Accept-Encoding': 'none',
       'Accept-Language': 'en-US,en;q=0.8',
       'Connection': 'keep-alive'}

# websites.csv = one url per line
file = open("websites.csv", "r") 
for line in file: 
    try:
        # URL + Request
        url = line.rstrip()
        req = urllib.request.Request(url, None, headers)
        contents = urllib.request.urlopen(req).read()
        # Get content from HTML
        text = html2text.html2text(contents.decode())
        
        # Get locale
        locale = detect(text)
        # Get location
        places = GeoText(text)
        locations = list(set(places.countries))

        locations_string = ','.join(locations)
        print(url,',',locale,',"',locations_string,'"')
    except:
        print(req,',error,error')
        break