Created
May 4, 2019 20:12
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Scrapping the promoted Tweets from some political parties in Ireland
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from selenium import webdriver | |
import time | |
from bs4 import BeautifulSoup | |
import csv | |
import sys | |
reload(sys) | |
sys.setdefaultencoding('utf8') | |
#write header | |
with open('twitter.csv', 'a') as csvfile: | |
spamwriter = csv.writer(csvfile, delimiter=';', | |
quotechar='"', quoting=csv.QUOTE_MINIMAL) | |
spamwriter.writerow([ | |
'username', | |
'tweet', | |
'retweets', | |
'likes', | |
'date', | |
'fullname' | |
]) | |
driver = webdriver.Chrome() | |
parties = [ | |
"FineGael", | |
"fiannafailparty", | |
"sinnfeinireland", | |
"labour", | |
"pb4p" | |
] | |
for party in parties: | |
print(party) | |
driver.get('https://ads.twitter.com/transparency/'+party) | |
time.sleep(3) | |
html_source = driver.page_source | |
file_ = open('page.html', 'w') | |
file_.write(html_source) | |
file_.close() | |
with open("page.html") as fp: | |
soup = BeautifulSoup(fp) | |
#get full name | |
title=soup.findAll("span",class_="src-components-UserNameTitle-styles-module--name") | |
# import pdb;pdb.set_trace() | |
fullname = title[0].get_text() | |
print(fullname) | |
# for each tweet | |
for tweet in soup.findAll("div",class_="Tweet--web"): | |
#get timestamp | |
header=tweet.findAll("a",class_="Tweet-timestamp") | |
# import pdb;pdb.set_trace() | |
timestamp = header[0].get_text() | |
print(timestamp) | |
# get message | |
body=tweet.findAll("div",class_="Tweet-text") | |
text = body[0].get_text() | |
print(text) | |
#get rt and likes | |
footer=tweet.findAll("span",class_="Tweet-actionCount") | |
retweets = footer[1].get_text() | |
likes = footer[2].get_text() | |
# import pdb;pdb.set_trace() | |
print(retweets) | |
print(likes) | |
print("--------------") | |
#write to CSV file | |
spamwriter.writerow([ | |
party, | |
text, | |
retweets, | |
likes, | |
timestamp, | |
fullname | |
]) | |
driver.quit() | |
csvfile.close() | |
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