Created
November 10, 2018 22:44
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Scraps over all of media bias's links and outputs a csv
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import requests | |
import re | |
from bs4 import BeautifulSoup | |
import time | |
def parse_page(link): | |
resp = requests.get(link) | |
if resp.status_code == 404: | |
return | |
soup = BeautifulSoup(resp.content, 'html.parser') | |
# get name | |
site_name = soup.find_all("h1", class_="page-title")[0].text.strip(' \t\n\r') | |
# get bias icon | |
if site_name == "NDTV": | |
bias_icon = "leftcenter06" | |
elif site_name == "Knoxville News Sentinel": | |
bias_icon = "leftcenter06" | |
elif site_name == "Free Wheel Media": | |
bias_icon = "leftcenter06" | |
elif site_name == "Egyptian Streets": | |
bias_icon = "leftcenter06" | |
elif site_name == "The Times and Democrat": | |
bias_icon = "leastbiased011" | |
else: | |
img = soup.find_all("div", class_="container mh-mobile")[0].find_all("img")[:1] | |
src = img[0]["src"] | |
pattern = re.compile("http.*\/([a-zA-z0-9]*)\.png") | |
ms = pattern.match(src) | |
bias_icon = ms.group(1) | |
# get factual reporting rating | |
factual_reporting_rating = None | |
pgs = soup.find_all("p") | |
for pg in pgs: | |
if ("Factual News:" in pg.text or "Factual Reporting:" in pg.text): | |
try: | |
factual_reporting_rating = pg.find_all("strong")[0].text.strip('\n\r') | |
except: | |
try: | |
factual_reporting_rating = pg.find_all("b")[0].text.strip('\n\r') | |
except: | |
factual_reporting_rating = pg.find_all("span")[0].text.strip('\n\r') | |
if not factual_reporting_rating: | |
divs = soup.find_all("div") | |
for div in divs: | |
if ("Factual News:" in div.text or "Factual Reporting:" in div.text): | |
try: | |
factual_reporting_rating = div.find_all("strong")[0].text.strip('\n\r') | |
except: | |
try: | |
factual_reporting_rating = div.find_all("b")[0].text.strip('\n\r') | |
except: | |
factual_reporting_rating = div.find_all("span")[0].text.strip('\n\r') | |
if not factual_reporting_rating: | |
raise Exception("no mas") | |
# Get Domain | |
if "Elko Daily Free Press" == site_name: | |
domain="https://elkodaily.com/" | |
elif "American Enterprise Institute" == site_name: | |
domain="https://www.aei.org/" | |
elif "Act.TV" == site_name: | |
domain="http://act.tv" | |
elif "The Fucking News" == site_name: | |
domain="http://thefingnews.com/" | |
elif "Kyiv Post" == site_name: | |
domain="https://www.kyivpost.com/" | |
elif "Philadelphia Tribune" == site_name: | |
domain="http://www.phillytrib.com/" | |
elif "Reuters" == site_name: | |
domain="http://www.reuters.com/" | |
elif "South Bend Tribune" == site_name: | |
domain="https://www.southbendtribune.com/" | |
elif "ConservativeOpinion.com" == site_name: | |
domain="https://conservativeopinion.com/" | |
else: | |
content = soup.find_all("div", class_="main")[0] | |
anchors = content.find_all("a") | |
for anchor in anchors: | |
if (anchor.get("href", False) and | |
(site_name == "Wikipedia" or "wikipedia" not in anchor["href"]) and | |
("Sources:" in anchor.parent.text or "Notes:" in anchor.parent.text or "Source:" in anchor.parent.text)): | |
domain = anchor["href"] | |
return site_name, domain, bias_icon, factual_reporting_rating | |
urls = [] | |
with open("all-links", "r") as f: | |
with open("final-result", "a") as final_result: | |
for link in f: | |
res = parse_page(link.strip('\t\n\r')) | |
if res: | |
print(res) | |
final_result.write(",".join(res) + "\n") | |
#link = 'https://mediabiasfactcheck.com/reuters/' | |
#print(parse_page(link)) |
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