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finance.yahoo.com web scrapper in python
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#!/usr/bin/env python2.7 | |
# taken from https://www.youtube.com/user/sentdex | |
import time | |
import urllib2 | |
from urllib2 import urlopen | |
from lxml import html | |
sp500short = ['a', 'aa', 'aapl', 'abbv', 'abc', 'abt', 'ace', 'aci', 'acn', 'act', 'adbe', 'adi', 'adm', 'adp'] | |
def yahooKeyStats(stock): | |
try: | |
url = 'http://finance.yahoo.com/q/ks?s='+stock | |
source = urllib2.urlopen(url).read() | |
tree = html.fromstring(source) | |
pbr = tree.xpath("//td[@class='yfnc_tabledata1']/text()")[5] | |
return float(pbr) | |
except Exception, e: | |
print stock + ' not found' | |
return -1 | |
for stock in sp500short: | |
val = yahooKeyStats(stock) | |
if val < 0.70: | |
pass | |
print stock, val |
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