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tweets_scrapper.py
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136 lines (107 loc) · 3.84 KB
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# script to scrap tweets by a twitter user.
# Author - ThePythonDjango.Com
# dependencies - BeautifulSoup, requests
from bs4 import BeautifulSoup
import requests
import sys
import json
def usage():
msg = """
Please use the below command to use the script.
python script_name.py twitter_username
"""
print(msg)
sys.exit(1)
def get_tweet_text(tweet):
tweet_text_box = tweet.find("p", {"class": "TweetTextSize TweetTextSize--normal js-tweet-text tweet-text"})
images_in_tweet_tag = tweet_text_box.find_all("a", {"class": "twitter-timeline-link u-hidden"})
tweet_text = tweet_text_box.text
for image_in_tweet_tag in images_in_tweet_tag:
tweet_text = tweet_text.replace(image_in_tweet_tag.text, '')
return tweet_text
def get_this_page_tweets(soup):
tweets_list = list()
tweets = soup.find_all("li", {"data-item-type": "tweet"})
for tweet in tweets:
tweet_data = None
try:
tweet_data = get_tweet_text(tweet)
except Exception as e:
continue
#ignore if there is any loading or tweet error
if tweet_data:
tweets_list.append(tweet_data)
print(".", end="")
sys.stdout.flush()
return tweets_list
def get_tweets_data(username, soup):
tweets_list = list()
tweets_list.extend(get_this_page_tweets(soup))
next_pointer = soup.find("div", {"class": "stream-container"})["data-min-position"]
index = 0;
while True:
next_url = "https://twitter.com/i/profiles/show/" + username + \
"/timeline/tweets?include_available_features=1&" \
"include_entities=1&max_position=" + next_pointer + "&reset_error_state=false"
next_response = None
try:
next_response = requests.get(next_url)
except Exception as e:
# in case there is some issue with request. None encountered so far.
print(e)
return tweets_list
tweets_data = next_response.text
tweets_obj = json.loads(tweets_data)
index = index + 1
if not tweets_obj["has_more_items"] and not tweets_obj["min_position"]:
# using two checks here bcz in one case has_more_items was false but there were more items
print("\nNo more tweets returned")
break
if index == 5:
print("\nReturned 100 tweets")
break
next_pointer = tweets_obj["min_position"]
html = tweets_obj["items_html"]
soup = BeautifulSoup(html, 'lxml')
tweets_list.extend(get_this_page_tweets(soup))
return tweets_list
# dump final result in a json file
def dump_data(username, tweets):
filename = username+"_twitter.json"
print("\nDumping data in file " + filename)
data = dict()
data["tweets"] = tweets
with open(filename, 'w') as fh:
fh.write(json.dumps(data))
return filename
def get_username():
# if username is not passed
if len(sys.argv) < 2:
usage()
username = sys.argv[1].strip().lower()
if not username:
usage()
return username
def start(username):
# username = get_username()
url = "http://www.twitter.com/" + username
print("\n\nDownloading tweets for " + username)
response = None
try:
response = requests.get(url)
except Exception as e:
print(repr(e))
sys.exit(1)
if response.status_code != 200:
print("Non success status code returned "+str(response.status_code))
sys.exit(1)
soup = BeautifulSoup(response.text, 'lxml')
if soup.find("div", {"class": "errorpage-topbar"}):
print("\n\n Error: Invalid username.")
sys.exit(1)
tweets = get_tweets_data(username, soup)
return tweets
# dump data in a text file
# dump_data(username, tweets)
# print(str(len(tweets))+" tweets dumped.")
# start()