111 lines
11 KiB
Plaintext
111 lines
11 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"Error retrieving https://api.twitter.com/2/search/adaptive.json?include_profile_interstitial_type=1&include_blocking=1&include_blocked_by=1&include_followed_by=1&include_want_retweets=1&include_mute_edge=1&include_can_dm=1&include_can_media_tag=1&skip_status=1&cards_platform=Web-12&include_cards=1&include_ext_alt_text=true&include_quote_count=true&include_reply_count=1&tweet_mode=extended&include_entities=true&include_user_entities=true&include_ext_media_color=true&include_ext_media_availability=true&send_error_codes=true&simple_quoted_tweets=true&q=%28from%3AMaersk%29+-filter%3Areplies&tweet_search_mode=live&count=100&query_source=spelling_expansion_revert_click&pc=1&spelling_corrections=1&ext=mediaStats%2ChighlightedLabel: non-200 status code\n",
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"4 requests to https://api.twitter.com/2/search/adaptive.json?include_profile_interstitial_type=1&include_blocking=1&include_blocked_by=1&include_followed_by=1&include_want_retweets=1&include_mute_edge=1&include_can_dm=1&include_can_media_tag=1&skip_status=1&cards_platform=Web-12&include_cards=1&include_ext_alt_text=true&include_quote_count=true&include_reply_count=1&tweet_mode=extended&include_entities=true&include_user_entities=true&include_ext_media_color=true&include_ext_media_availability=true&send_error_codes=true&simple_quoted_tweets=true&q=%28from%3AMaersk%29+-filter%3Areplies&tweet_search_mode=live&count=100&query_source=spelling_expansion_revert_click&pc=1&spelling_corrections=1&ext=mediaStats%2ChighlightedLabel failed, giving up.\n"
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]
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},
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{
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"ename": "ScraperException",
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"evalue": "4 requests to https://api.twitter.com/2/search/adaptive.json?include_profile_interstitial_type=1&include_blocking=1&include_blocked_by=1&include_followed_by=1&include_want_retweets=1&include_mute_edge=1&include_can_dm=1&include_can_media_tag=1&skip_status=1&cards_platform=Web-12&include_cards=1&include_ext_alt_text=true&include_quote_count=true&include_reply_count=1&tweet_mode=extended&include_entities=true&include_user_entities=true&include_ext_media_color=true&include_ext_media_availability=true&send_error_codes=true&simple_quoted_tweets=true&q=%28from%3AMaersk%29+-filter%3Areplies&tweet_search_mode=live&count=100&query_source=spelling_expansion_revert_click&pc=1&spelling_corrections=1&ext=mediaStats%2ChighlightedLabel failed, giving up.",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mScraperException\u001b[0m Traceback (most recent call last)",
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"Cell \u001b[0;32mIn[1], line 10\u001b[0m\n\u001b[1;32m 8\u001b[0m tweet_list \u001b[39m=\u001b[39m \u001b[39mlist\u001b[39m()\n\u001b[1;32m 9\u001b[0m \u001b[39m# begin scraping\u001b[39;00m\n\u001b[0;32m---> 10\u001b[0m \u001b[39mfor\u001b[39;00m i, tweet \u001b[39min\u001b[39;00m \u001b[39menumerate\u001b[39m(sntwitter\u001b[39m.\u001b[39mTwitterSearchScraper(query)\u001b[39m.\u001b[39mget_items()):\n\u001b[1;32m 11\u001b[0m \u001b[39m# if limit is reached, break out of loop\u001b[39;00m\n\u001b[1;32m 12\u001b[0m \u001b[39mif\u001b[39;00m limit \u001b[39m>\u001b[39m \u001b[39m0\u001b[39m \u001b[39mand\u001b[39;00m i \u001b[39m>\u001b[39m limit: \u001b[39mbreak\u001b[39;00m\n\u001b[1;32m 13\u001b[0m \u001b[39m# if another 100 tweets found, tell it\u001b[39;00m\n",
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"File \u001b[0;32m~/projects/twitter_scraper/venv/lib/python3.8/site-packages/snscrape/modules/twitter.py:680\u001b[0m, in \u001b[0;36mTwitterSearchScraper.get_items\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 677\u001b[0m \t\u001b[39mdel\u001b[39;00m params[\u001b[39m'\u001b[39m\u001b[39mtweet_search_mode\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[1;32m 678\u001b[0m \t\u001b[39mdel\u001b[39;00m paginationParams[\u001b[39m'\u001b[39m\u001b[39mtweet_search_mode\u001b[39m\u001b[39m'\u001b[39m]\n\u001b[0;32m--> 680\u001b[0m \u001b[39mfor\u001b[39;00m obj \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_iter_api_data(\u001b[39m'\u001b[39m\u001b[39mhttps://api.twitter.com/2/search/adaptive.json\u001b[39m\u001b[39m'\u001b[39m, params, paginationParams, cursor \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cursor):\n\u001b[1;32m 681\u001b[0m \t\u001b[39myield from\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_instructions_to_tweets(obj)\n",
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"File \u001b[0;32m~/projects/twitter_scraper/venv/lib/python3.8/site-packages/snscrape/modules/twitter.py:369\u001b[0m, in \u001b[0;36m_TwitterAPIScraper._iter_api_data\u001b[0;34m(self, endpoint, params, paginationParams, cursor, direction)\u001b[0m\n\u001b[1;32m 367\u001b[0m \u001b[39mwhile\u001b[39;00m \u001b[39mTrue\u001b[39;00m:\n\u001b[1;32m 368\u001b[0m \t_logger\u001b[39m.\u001b[39minfo(\u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mRetrieving scroll page \u001b[39m\u001b[39m{\u001b[39;00mcursor\u001b[39m}\u001b[39;00m\u001b[39m'\u001b[39m)\n\u001b[0;32m--> 369\u001b[0m \tobj \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_get_api_data(endpoint, reqParams)\n\u001b[1;32m 370\u001b[0m \t\u001b[39myield\u001b[39;00m obj\n\u001b[1;32m 372\u001b[0m \t\u001b[39m# No data format test, just a hard and loud crash if anything's wrong :-)\u001b[39;00m\n",
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"File \u001b[0;32m~/projects/twitter_scraper/venv/lib/python3.8/site-packages/snscrape/modules/twitter.py:339\u001b[0m, in \u001b[0;36m_TwitterAPIScraper._get_api_data\u001b[0;34m(self, endpoint, params)\u001b[0m\n\u001b[1;32m 337\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_get_api_data\u001b[39m(\u001b[39mself\u001b[39m, endpoint, params):\n\u001b[1;32m 338\u001b[0m \t\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_ensure_guest_token()\n\u001b[0;32m--> 339\u001b[0m \tr \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_get(endpoint, params \u001b[39m=\u001b[39;49m params, headers \u001b[39m=\u001b[39;49m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_apiHeaders, responseOkCallback \u001b[39m=\u001b[39;49m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_check_api_response)\n\u001b[1;32m 340\u001b[0m \t\u001b[39mtry\u001b[39;00m:\n\u001b[1;32m 341\u001b[0m \t\tobj \u001b[39m=\u001b[39m r\u001b[39m.\u001b[39mjson()\n",
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"File \u001b[0;32m~/projects/twitter_scraper/venv/lib/python3.8/site-packages/snscrape/base.py:216\u001b[0m, in \u001b[0;36mScraper._get\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_get\u001b[39m(\u001b[39mself\u001b[39m, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs):\n\u001b[0;32m--> 216\u001b[0m \t\u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_request(\u001b[39m'\u001b[39;49m\u001b[39mGET\u001b[39;49m\u001b[39m'\u001b[39;49m, \u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
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"File \u001b[0;32m~/projects/twitter_scraper/venv/lib/python3.8/site-packages/snscrape/base.py:212\u001b[0m, in \u001b[0;36mScraper._request\u001b[0;34m(self, method, url, params, data, headers, timeout, responseOkCallback, allowRedirects)\u001b[0m\n\u001b[1;32m 210\u001b[0m \tmsg \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39m{\u001b[39;00m\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_retries \u001b[39m+\u001b[39m \u001b[39m1\u001b[39m\u001b[39m}\u001b[39;00m\u001b[39m requests to \u001b[39m\u001b[39m{\u001b[39;00mreq\u001b[39m.\u001b[39murl\u001b[39m}\u001b[39;00m\u001b[39m failed, giving up.\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 211\u001b[0m \tlogger\u001b[39m.\u001b[39mfatal(msg)\n\u001b[0;32m--> 212\u001b[0m \t\u001b[39mraise\u001b[39;00m ScraperException(msg)\n\u001b[1;32m 213\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mRuntimeError\u001b[39;00m(\u001b[39m'\u001b[39m\u001b[39mReached unreachable code\u001b[39m\u001b[39m'\u001b[39m)\n",
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"\u001b[0;31mScraperException\u001b[0m: 4 requests to https://api.twitter.com/2/search/adaptive.json?include_profile_interstitial_type=1&include_blocking=1&include_blocked_by=1&include_followed_by=1&include_want_retweets=1&include_mute_edge=1&include_can_dm=1&include_can_media_tag=1&skip_status=1&cards_platform=Web-12&include_cards=1&include_ext_alt_text=true&include_quote_count=true&include_reply_count=1&tweet_mode=extended&include_entities=true&include_user_entities=true&include_ext_media_color=true&include_ext_media_availability=true&send_error_codes=true&simple_quoted_tweets=true&q=%28from%3AMaersk%29+-filter%3Areplies&tweet_search_mode=live&count=100&query_source=spelling_expansion_revert_click&pc=1&spelling_corrections=1&ext=mediaStats%2ChighlightedLabel failed, giving up."
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]
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}
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],
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"source": [
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"import snscrape.modules.twitter as sntwitter\n",
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"import pandas as pd\n",
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"\n",
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"# prepare variables\n",
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"# query = '(Odense OR odense OR #odense OR #Odense) until:2022-12-17 since:2017-01-01 -filter:replies'\n",
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"query = '(from:Maersk) -filter:replies'\n",
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"limit = 10\n",
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"tweet_list = list()\n",
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"# begin scraping\n",
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"for i, tweet in enumerate(sntwitter.TwitterSearchScraper(query).get_items()):\n",
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" # if limit is reached, break out of loop\n",
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" if limit > 0 and i > limit: break\n",
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" # if another 100 tweets found, tell it\n",
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" if i % 10 == 0: \n",
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" print(f'found {i} tweets')\n",
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" tweet_list.append([tweet.date, tweet.id, tweet.content, tweet.user.username])\n",
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"# create dataframe\n",
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"df = pd.DataFrame(tweet_list, columns=['Datetime', 'Id', 'Text', 'Username'])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"ename": "NameError",
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"evalue": "name 'df' is not defined",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
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"Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m df\n",
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"\u001b[0;31mNameError\u001b[0m: name 'df' is not defined"
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]
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}
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],
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"source": [
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"df"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "venv",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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},
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"file_extension": ".py",
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