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JustAnotherArchivist / snscrape

A social networking service scraper in Python
GNU General Public License v3.0
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ScraperException Error #1018

Closed Ajay263 closed 1 year ago

Ajay263 commented 1 year ago

Describe the bug

Hello im trying to scrape data from twitter the script worked fine 2 months ago by now im getting the error below Error retrieving https://twitter.com/i/api/graphql/7jT5GT59P8IFjgxwqnEdQw/SearchTimeline?variables=%7B%22rawQuery%22%3A%22covid%20since%3A2021-07-05%20until%3A2022-07-06%22%2C%22count%22%3A20%2C%22product%22%3A%22Latest%22%2C%22withDownvotePerspective%22%3Afalse%2C%22withReactionsMetadata%22%3Afalse%2C%22withReactionsPerspective%22%3Afalse%7D&features=%7B%22rweb_lists_timeline_redesign_enabled%22%3Afalse%2C%22blue_business_profile_image_shape_enabled%22%3Afalse%2C%22responsive_web_graphql_exclude_directive_enabled%22%3Atrue%2C%22verified_phone_label_enabled%22%3Afalse%2C%22creator_subscriptions_tweet_preview_api_enabled%22%3Afalse%2C%22responsive_web_graphql_timeline_navigation_enabled%22%3Atrue%2C%22responsive_web_graphql_skip_user_profile_image_extensions_enabled%22%3Afalse%2C%22tweetypie_unmention_optimization_enabled%22%3Atrue%2C%22vibe_api_enabled%22%3Atrue%2C%22responsive_web_edit_tweet_api_enabled%22%3Atrue%2C%22graphql_is_translatable_rweb_tweet_is_translatable_enabled%22%3Atrue%2C%22view_counts_everywhere_api_enabled%22%3Atrue%2C%22longform_notetweets_consumption_enabled%22%3Atrue%2C%22tweet_awards_web_tipping_enabled%22%3Afalse%2C%22freedom_of_speech_not_reach_fetch_enabled%22%3Afalse%2C%22standardized_nudges_misinfo%22%3Atrue%2C%22tweet_with_visibility_results_prefer_gql_limited_actions_policy_enabled%22%3Afalse%2C%22interactive_text_enabled%22%3Atrue%2C%22responsive_web_text_conversations_enabled%22%3Afalse%2C%22longform_notetweets_rich_text_read_enabled%22%3Afalse%2C%22longform_notetweets_inline_media_enabled%22%3Afalse%2C%22responsive_web_enhance_cards_enabled%22%3Afalse%2C%22responsive_web_twitter_blue_verified_badge_is_enabled%22%3Atrue%7D: blocked (404) 4 requests to https://twitter.com/i/api/graphql/7jT5GT59P8IFjgxwqnEdQw/SearchTimeline?variables=%7B%22rawQuery%22%3A%22covid%20since%3A2021-07-05%20until%3A2022-07-06%22%2C%22count%22%3A20%2C%22product%22%3A%22Latest%22%2C%22withDownvotePerspective%22%3Afalse%2C%22withReactionsMetadata%22%3Afalse%2C%22withReactionsPerspective%22%3Afalse%7D&features=%7B%22rweb_lists_timeline_redesign_enabled%22%3Afalse%2C%22blue_business_profile_image_shape_enabled%22%3Afalse%2C%22responsive_web_graphql_exclude_directive_enabled%22%3Atrue%2C%22verified_phone_label_enabled%22%3Afalse%2C%22creator_subscriptions_tweet_preview_api_enabled%22%3Afalse%2C%22responsive_web_graphql_timeline_navigation_enabled%22%3Atrue%2C%22responsive_web_graphql_skip_user_profile_image_extensions_enabled%22%3Afalse%2C%22tweetypie_unmention_optimization_enabled%22%3Atrue%2C%22vibe_api_enabled%22%3Atrue%2C%22responsive_web_edit_tweet_api_enabled%22%3Atrue%2C%22graphql_is_translatable_rweb_tweet_is_translatable_enabled%22%3Atrue%2C%22view_counts_everywhere_api_enabled%22%3Atrue%2C%22longform_notetweets_consumption_enabled%22%3Atrue%2C%22tweet_awards_web_tipping_enabled%22%3Afalse%2C%22freedom_of_speech_not_reach_fetch_enabled%22%3Afalse%2C%22standardized_nudges_misinfo%22%3Atrue%2C%22tweet_with_visibility_results_prefer_gql_limited_actions_policy_enabled%22%3Afalse%2C%22interactive_text_enabled%22%3Atrue%2C%22responsive_web_text_conversations_enabled%22%3Afalse%2C%22longform_notetweets_rich_text_read_enabled%22%3Afalse%2C%22longform_notetweets_inline_media_enabled%22%3Afalse%2C%22responsive_web_enhance_cards_enabled%22%3Afalse%2C%22responsive_web_twitter_blue_verified_badge_is_enabled%22%3Atrue%7D failed, giving up. Errors: blocked (403), blocked (404), blocked (404), blocked (404)

ScraperException Traceback (most recent call last) Cell In[10], line 1 ----> 1 ETL_Datapipeline()

Cell In[9], line 20, in ETL_Datapipeline() 17 attributes_container = [] 19 # Using TwitterSearchScraper to scrape data and append tweets to list ---> 20 for i,tweet in enumerate(sntwitter.TwitterSearchScraper('covid since:2021-07-05 until:2022-07-06').get_items()): 21 if i>150: 22 break

File ~\anaconda3\envs\sentiment\lib\site-packages\snscrape\modules\twitter.py:1763, in TwitterSearchScraper.get_items(self) 1760 params = {'variables': variables, 'features': features} 1761 paginationParams = {'variables': paginationVariables, 'features': features} -> 1763 for obj in self._iter_api_data('https://twitter.com/i/api/graphql/7jT5GT59P8IFjgxwqnEdQw/SearchTimeline', _TwitterAPIType.GRAPHQL, params, paginationParams, cursor = self._cursor, instructionsPath = ['data', 'search_by_raw_query', 'search_timeline', 'timeline', 'instructions']): 1764 yield from self._graphql_timeline_instructions_to_tweets(obj['data']['search_by_raw_query']['search_timeline']['timeline']['instructions'])

File ~\anaconda3\envs\sentiment\lib\site-packages\snscrape\modules\twitter.py:915, in _TwitterAPIScraper._iter_api_data(self, endpoint, apiType, params, paginationParams, cursor, direction, instructionsPath) 913 while True: 914 _logger.info(f'Retrieving scroll page {cursor}') --> 915 obj = self._get_api_data(endpoint, apiType, reqParams, instructionsPath = instructionsPath) 916 yield obj 918 # No data format test, just a hard and loud crash if anything's wrong :-)

File ~\anaconda3\envs\sentiment\lib\site-packages\snscrape\modules\twitter.py:886, in _TwitterAPIScraper._get_api_data(self, endpoint, apiType, params, instructionsPath) 884 if apiType is _TwitterAPIType.GRAPHQL: 885 params = urllib.parse.urlencode({k: json.dumps(v, separators = (',', ':')) for k, v in params.items()}, quote_via = urllib.parse.quote) --> 886 r = self._get(endpoint, params = params, headers = self._apiHeaders, responseOkCallback = functools.partial(self._check_api_response, apiType = apiType, instructionsPath = instructionsPath)) 887 return r._snscrapeObj

File ~\anaconda3\envs\sentiment\lib\site-packages\snscrape\base.py:275, in Scraper._get(self, *args, kwargs) 274 def _get(self, *args, *kwargs): --> 275 return self._request('GET', args, kwargs)

File ~\anaconda3\envs\sentiment\lib\site-packages\snscrape\base.py:271, in Scraper._request(self, method, url, params, data, headers, timeout, responseOkCallback, allowRedirects, proxies) 269 _logger.fatal(msg) 270 _logger.fatal(f'Errors: {", ".join(errors)}') --> 271 raise ScraperException(msg) 272 raise RuntimeError('Reached unreachable code')

ScraperException: 4 requests to https://twitter.com/i/api/graphql/7jT5GT59P8IFjgxwqnEdQw/SearchTimeline?variables=%7B%22rawQuery%22%3A%22covid%20since%3A2021-07-05%20until%3A2022-07-06%22%2C%22count%22%3A20%2C%22product%22%3A%22Latest%22%2C%22withDownvotePerspective%22%3Afalse%2C%22withReactionsMetadata%22%3Afalse%2C%22withReactionsPerspective%22%3Afalse%7D&features=%7B%22rweb_lists_timeline_redesign_enabled%22%3Afalse%2C%22blue_business_profile_image_shape_enabled%22%3Afalse%2C%22responsive_web_graphql_exclude_directive_enabled%22%3Atrue%2C%22verified_phone_label_enabled%22%3Afalse%2C%22creator_subscriptions_tweet_preview_api_enabled%22%3Afalse%2C%22responsive_web_graphql_timeline_navigation_enabled%22%3Atrue%2C%22responsive_web_graphql_skip_user_profile_image_extensions_enabled%22%3Afalse%2C%22tweetypie_unmention_optimization_enabled%22%3Atrue%2C%22vibe_api_enabled%22%3Atrue%2C%22responsive_web_edit_tweet_api_enabled%22%3Atrue%2C%22graphql_is_translatable_rweb_tweet_is_translatable_enabled%22%3Atrue%2C%22view_counts_everywhere_api_enabled%22%3Atrue%2C%22longform_notetweets_consumption_enabled%22%3Atrue%2C%22tweet_awards_web_tipping_enabled%22%3Afalse%2C%22freedom_of_speech_not_reach_fetch_enabled%22%3Afalse%2C%22standardized_nudges_misinfo%22%3Atrue%2C%22tweet_with_visibility_results_prefer_gql_limited_actions_policy_enabled%22%3Afalse%2C%22interactive_text_enabled%22%3Atrue%2C%22responsive_web_text_conversations_enabled%22%3Afalse%2C%22longform_notetweets_rich_text_read_enabled%22%3Afalse%2C%22longform_notetweets_inline_media_enabled%22%3Afalse%2C%22responsive_web_enhance_cards_enabled%22%3Afalse%2C%22responsive_web_twitter_blue_verified_badge_is_enabled%22%3Atrue%7D failed, giving up.

How to reproduce

Import the snscrape library for accessing Twitter data

import snscrape.modules.twitter as sntwitter

Import the pandas library for data manipulation and analysis

import pandas as pd

Import the json library for working with JSON data

import json

Import the datetime library for working with dates and times

from datetime import datetime

def ETL_Datapipeline():

Creating list to append tweet data to

attributes_container = []

# Using TwitterSearchScraper to scrape data and append tweets to list
for i,tweet in enumerate(sntwitter.TwitterSearchScraper('covid since:2021-07-05 until:2022-07-06').get_items()):
    if i>150:
        break
    attributes_container.append([tweet.user.username, tweet.date, tweet.likeCount, tweet.sourceLabel, tweet.content])

# Creating a dataframe to load the list
tweets_df = pd.DataFrame(attributes_container, columns=["User", "Date Created", "Number of Likes", "Source of Tweet", "Tweet"])

#exports the  contents  of   tweets_df  to a CSV file
dataframe = tweets_df.to_csv('covid_data.csv')

Expected behaviour

A csv file with columns shown above

Screenshots and recordings

No response

Operating system

Windows 10

Python version: output of python3 --version

python 3.9.7

snscrape version: output of snscrape --version

snscrape 0.7.0.20230622

Scraper

TwitterSearchScraper

How are you using snscrape?

Module (import snscrape.modules.something in Python code)

Backtrace

No response

Log output

No response

Dump of locals

No response

Additional context

No response

JustAnotherArchivist commented 1 year ago

996