Skip to content

Instantly share code, notes, and snippets.

@raghu-icecraft-fullstack
Last active March 9, 2025 23:20
Show Gist options
  • Save raghu-icecraft-fullstack/6c9cccc2e5e4cb639c041fd6be77daa7 to your computer and use it in GitHub Desktop.
Save raghu-icecraft-fullstack/6c9cccc2e5e4cb639c041fd6be77daa7 to your computer and use it in GitHub Desktop.
Twitter scraping example
"""
Original code is from pythoncircle.com
https://www.pythoncircle.com/post/522/python-script-7-scraping-tweets-using-beautifulsoup/#new_comment_522
Modern python is good to go with Python 3.*
Python 2.7 is nearing End of Life soon.
Error Observed
"bs4.FeatureNotFound: Couldn't find a tree builder with the features you requested: lxml. Do you need to install a parser library?
"
Solution:- pip install lxml
1. Tested with Python 3.6.8
Along with packages of requests, beautifulsoup4, bs4 another package 'lxml' is required.
2. Overall 4 packages are required in 'pip install'
beautifulsoup4==4.8.1
bs4==0.0.1
requests==2.22.0
lxml==4.4.1
"""
# 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"]
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)
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
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 = None):
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)
# dump data in a text file
dump_data(username, tweets)
print(str(len(tweets))+" tweets dumped.")
start()
@learning-coading
Copy link

Why the code is not giving any output except for this message:
" Please use the below command to use the script.
python script_name.py twitter_username"

@xoliq0v
Copy link

xoliq0v commented Apr 29, 2024

python tw.py 23xww

Downloading tweets for 23xww
Non success status code returned 400

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment