{"id":13477108,"url":"https://github.com/trevorhobenshield/twitter-api-client","last_synced_at":"2025-05-14T22:10:21.677Z","repository":{"id":140132280,"uuid":"612700518","full_name":"trevorhobenshield/twitter-api-client","owner":"trevorhobenshield","description":"Implementation of X/Twitter v1, v2, and GraphQL APIs","archived":false,"fork":false,"pushed_at":"2024-05-22T12:25:25.000Z","size":32473,"stargazers_count":1789,"open_issues_count":67,"forks_count":242,"subscribers_count":30,"default_branch":"main","last_synced_at":"2025-05-14T07:52:15.649Z","etag":null,"topics":["api","async","automation","bot","client","scrape","search","twitter","twitter-api","twitter-bot","twitter-scraper","x","x-api","x-bot","x-scraper"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/twitter-api-client","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/trevorhobenshield.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-03-11T18:09:08.000Z","updated_at":"2025-05-14T07:09:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"f70005fa-76a9-400d-a77e-fe78a69381f4","html_url":"https://github.com/trevorhobenshield/twitter-api-client","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trevorhobenshield%2Ftwitter-api-client","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trevorhobenshield%2Ftwitter-api-client/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trevorhobenshield%2Ftwitter-api-client/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trevorhobenshield%2Ftwitter-api-client/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/trevorhobenshield","download_url":"https://codeload.github.com/trevorhobenshield/twitter-api-client/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254235701,"owners_count":22036964,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["api","async","automation","bot","client","scrape","search","twitter","twitter-api","twitter-bot","twitter-scraper","x","x-api","x-bot","x-scraper"],"created_at":"2024-07-31T16:01:38.325Z","updated_at":"2025-05-14T22:10:16.659Z","avatar_url":"https://github.com/trevorhobenshield.png","language":"Python","funding_links":[],"categories":["Python","package"],"sub_categories":[],"readme":"## Implementation of X/Twitter v1, v2, and GraphQL APIs\n\n[![PyPI Version](https://img.shields.io/pypi/v/twitter-api-client?color=4f46e5)](https://pypi.org/project/twitter-api-client)\n[![Python Version](https://img.shields.io/pypi/pyversions/twitter-api-client?color=3b82f6)](https://pypi.org/project/twitter-api-client)\n\u003cimg src=\"https://static.pepy.tech/badge/twitter-api-client\"/\u003e\n\u003cimg src=\"https://static.pepy.tech/badge/twitter-api-client/month\"/\u003e\n[![GitHub License](https://img.shields.io/github/license/trevorhobenshield/twitter-api-client?color=0891b2)](https://github.com/trevorhobenshield/twitter-api-client/blob/main/LICENSE)\n\n## Table of Contents\n\n* [Installation](#installation)\n* [Automation](#automation)\n* [Scraping](#scraping)\n    * [Get all user/tweet data](#get-all-usertweet-data)\n    * [Resume Pagination](#resume-pagination)\n    * [Search](#search)\n* [Spaces](#spaces)\n    * [Live Audio Capture](#live-audio-capture)\n    * [Live Transcript Capture](#live-transcript-capture)\n    * [Search and Metadata](#search-and-metadata)\n* [Automated Solvers](#automated-solvers)\n* [Example API Responses](#example-api-responses)\n\n### Installation\n\n```bash\npip install twitter-api-client -U\n```\n\n### Automation\n\n![](assets/account.gif)\n\n*As of Fall 2023 login by username/password is unstable. Using cookies is now recommended.*\n\n```python\nfrom twitter.account import Account\n\n## sign-in with credentials\nemail, username, password = ..., ..., ...\naccount = Account(email, username, password)\n\n## or, resume session using cookies\n# account = Account(cookies={\"ct0\": ..., \"auth_token\": ...})\n\n## or, resume session using cookies (JSON file)\n# account = Account(cookies='twitter.cookies')\n\naccount.tweet('test 123')\naccount.untweet(123456)\naccount.retweet(123456)\naccount.unretweet(123456)\naccount.reply('foo', tweet_id=123456)\naccount.quote('bar', tweet_id=123456)\naccount.schedule_tweet('schedule foo', 1681851240)\naccount.unschedule_tweet(123456)\n\naccount.tweet('hello world', media=[\n  {'media': 'test.jpg', 'alt': 'some alt text', 'tagged_users': [123]},\n  {'media': 'test.jpeg', 'alt': 'some alt text', 'tagged_users': [123]},\n  {'media': 'test.png', 'alt': 'some alt text', 'tagged_users': [123]},\n  {'media': 'test.jfif', 'alt': 'some alt text', 'tagged_users': [123]},\n])\n\naccount.schedule_tweet('foo bar', '2023-04-18 15:42', media=[\n  {'media': 'test.gif', 'alt': 'some alt text'},\n])\n\naccount.schedule_reply('hello world', '2023-04-19 15:42', tweet_id=123456, media=[\n  {'media': 'test.gif', 'alt': 'some alt text'},\n])\n\naccount.dm('my message', [1234], media='test.jpg')\n\naccount.create_poll('test poll 123', ['hello', 'world', 'foo', 'bar'], 10080)\n\n# tweets\naccount.like(123456)\naccount.unlike(123456)\naccount.bookmark(123456)\naccount.unbookmark(123456)\naccount.pin(123456)\naccount.unpin(123456)\n\n# users\naccount.follow(1234)\naccount.unfollow(1234)\naccount.mute(1234)\naccount.unmute(1234)\naccount.enable_follower_notifications(1234)\naccount.disable_follower_notifications(1234)\naccount.block(1234)\naccount.unblock(1234)\n\n# user profile\naccount.update_profile_image('test.jpg')\naccount.update_profile_banner('test.png')\naccount.update_profile_info(name='Foo Bar', description='test 123', location='Victoria, BC')\n\n# topics\naccount.follow_topic(111)\naccount.unfollow_topic(111)\n\n# lists\naccount.create_list('My List', 'description of my list', private=False)\naccount.update_list(222, 'My Updated List', 'some updated description', private=False)\naccount.update_list_banner(222, 'test.png')\naccount.delete_list_banner(222)\naccount.add_list_member(222, 1234)\naccount.remove_list_member(222, 1234)\naccount.delete_list(222)\naccount.pin_list(222)\naccount.unpin_list(222)\n\n# refresh all pinned lists in this order\naccount.update_pinned_lists([222, 111, 333])\n\n# unpin all lists\naccount.update_pinned_lists([])\n\n# get timelines\ntimeline = account.home_timeline()\nlatest_timeline = account.home_latest_timeline(limit=500)\n\n# get bookmarks\nbookmarks = account.bookmarks()\n\n# get DM inbox metadata    \ninbox = account.dm_inbox()\n\n# get DMs from all conversations    \ndms = account.dm_history()\n\n# get DMs from specific conversations\ndms = account.dm_history(['123456-789012', '345678-901234'])\n\n# search DMs by keyword\ndms = account.dm_search('test123')\n\n# delete entire conversation\naccount.dm_delete(conversation_id='123456-789012')\n\n# delete (hide) specific DM\naccount.dm_delete(message_id='123456')\n\n# get all scheduled tweets\nscheduled_tweets = account.scheduled_tweets()\n\n# delete a scheduled tweet\naccount.delete_scheduled_tweet(12345678)\n\n# get all draft tweets\ndraft_tweets = account.draft_tweets()\n\n# delete a draft tweet\naccount.delete_draft_tweet(12345678)\n\n# delete all scheduled tweets\naccount.clear_scheduled_tweets()\n\n# delete all draft tweets\naccount.clear_draft_tweets()\n\n# example configuration\naccount.update_settings({\n  \"address_book_live_sync_enabled\": False,\n  \"allow_ads_personalization\": False,\n  \"allow_authenticated_periscope_requests\": True,\n  \"allow_dm_groups_from\": \"following\",\n  \"allow_dms_from\": \"following\",\n  \"allow_location_history_personalization\": False,\n  \"allow_logged_out_device_personalization\": False,\n  \"allow_media_tagging\": \"none\",\n  \"allow_sharing_data_for_third_party_personalization\": False,\n  \"alt_text_compose_enabled\": None,\n  \"always_use_https\": True,\n  \"autoplay_disabled\": False,\n  \"country_code\": \"us\",\n  \"discoverable_by_email\": False,\n  \"discoverable_by_mobile_phone\": False,\n  \"display_sensitive_media\": False,\n  \"dm_quality_filter\": \"enabled\",\n  \"dm_receipt_setting\": \"all_disabled\",\n  \"geo_enabled\": False,\n  \"include_alt_text_compose\": True,\n  \"include_mention_filter\": True,\n  \"include_nsfw_admin_flag\": True,\n  \"include_nsfw_user_flag\": True,\n  \"include_ranked_timeline\": True,\n  \"language\": \"en\",\n  \"mention_filter\": \"unfiltered\",\n  \"nsfw_admin\": False,\n  \"nsfw_user\": False,\n  \"personalized_trends\": True,\n  \"protected\": False,\n  \"ranked_timeline_eligible\": None,\n  \"ranked_timeline_setting\": None,\n  \"require_password_login\": False,\n  \"requires_login_verification\": False,\n  \"sleep_time\": {\n    \"enabled\": False,\n    \"end_time\": None,\n    \"start_time\": None\n  },\n  \"translator_type\": \"none\",\n  \"universal_quality_filtering_enabled\": \"enabled\",\n  \"use_cookie_personalization\": False,\n})\n\n# example configuration\naccount.update_search_settings({\n  \"optInFiltering\": True,  # filter nsfw content\n  \"optInBlocking\": True,  # filter blocked accounts\n})\n\nnotifications = account.notifications()\n\naccount.change_password('old pwd','new pwd')\n\n```\n\n### Scraping\n\n#### Get all user/tweet data\n\nTwo special batch queries `scraper.tweets_by_ids` and `scraper.users_by_ids` should be preferred when applicable. These endpoints are more much more efficient and have higher rate limits than their unbatched counterparts. See the table below for a comparison.\n\n| Endpoint      | Batch Size     | Rate Limit    |\n|---------------|----------------|---------------|\n| tweets_by_ids | ~220           | 500 / 15 mins |\n| tweets_by_id  | 1              | 50 / 15 mins  |\n| users_by_ids  | ~220           | 100 / 15 mins |\n| users_by_id   | 1              | 500 / 15 mins |\n\n\n![](assets/scrape.gif)\n\n*As of Fall 2023 login by username/password is unstable. Using cookies is now recommended.*\n\n```python\nfrom twitter.scraper import Scraper\n\n## sign-in with credentials\nemail, username, password = ..., ..., ...\nscraper = Scraper(email, username, password)\n\n## or, resume session using cookies\n# scraper = Scraper(cookies={\"ct0\": ..., \"auth_token\": ...})\n\n## or, resume session using cookies (JSON file)\n# scraper = Scraper(cookies='twitter.cookies')\n\n## or, initialize guest session (limited endpoints)\n# from twitter.util import init_session\n# scraper = Scraper(session=init_session())\n\n# user data\nusers = scraper.users(['foo', 'bar', 'hello', 'world'])\nusers = scraper.users_by_ids([123, 234, 345]) # preferred\nusers = scraper.users_by_id([123, 234, 345])\ntweets = scraper.tweets([123, 234, 345])\nlikes = scraper.likes([123, 234, 345])\ntweets_and_replies = scraper.tweets_and_replies([123, 234, 345])\nmedia = scraper.media([123, 234, 345])\nfollowing = scraper.following([123, 234, 345])\nfollowers = scraper.followers([123, 234, 345])\nscraper.tweet_stats([111111, 222222, 333333])\n\n# get recommended users based on user\nscraper.recommended_users()\nscraper.recommended_users([123])\n\n# tweet data\ntweets = scraper.tweets_by_ids([987, 876, 754]) # preferred\ntweets = scraper.tweets_by_id([987, 876, 754])\ntweet_details = scraper.tweets_details([987, 876, 754])\nretweeters = scraper.retweeters([987, 876, 754])\nfavoriters = scraper.favoriters([987, 876, 754])\n\nscraper.download_media([\n    111111,\n    222222,\n    333333,\n    444444,\n])\n\n# trends\nscraper.trends()\n```\n\n#### Resume Pagination\n\n**Pagination is already done by default**, however there are circumstances where you may need to resume pagination from\na specific cursor. For example, the `Followers` endpoint only allows for 50 requests every 15 minutes. In this case, we\ncan resume from where we left off by providing a specific cursor value.\n\n```python\nfrom twitter.scraper import Scraper\n\nemail, username, password = ..., ..., ...\nscraper = Scraper(email, username, password)\n\nuser_id = 44196397\ncursor = '1767341853908517597|1663601806447476672'  # example cursor\nlimit = 100  # arbitrary limit for demonstration\nfollower_subset, last_cursor = scraper.followers([user_id], limit=limit, cursor=cursor)\n\n# use last_cursor to resume pagination\n```\n\n#### Search\n\n![](assets/search.gif)\n\n```python   \nfrom twitter.search import Search\n\nemail, username, password = ..., ..., ...\n# default output directory is `data/search_results` if save=True\nsearch = Search(email, username, password, save=True, debug=1)\n\nres = search.run(\n    limit=37,\n    retries=5,\n    queries=[\n        {\n            'category': 'Top',\n            'query': 'paperswithcode -tensorflow -tf'\n        },\n        {\n            'category': 'Latest',\n            'query': 'test'\n        },\n        {\n            'category': 'People',\n            'query': 'brasil portugal -argentina'\n        },\n        {\n            'category': 'Photos',\n            'query': 'greece'\n        },\n        {\n            'category': 'Videos',\n            'query': 'italy'\n        },\n    ],\n)\n```\n\n**Search Operators Reference**\n\nhttps://developer.twitter.com/en/docs/twitter-api/v1/rules-and-filtering/search-operators\n\nhttps://developer.twitter.com/en/docs/twitter-api/tweets/search/integrate/build-a-query\n\n### Spaces\n\n#### Live Audio Capture\n\nCapture live audio for up to 500 streams per IP\n\n![](assets/spaces-audio.gif)\n\n```python\nfrom twitter.scraper import Scraper\nfrom twitter.util import init_session\n\nsession = init_session()  # initialize guest session, no login required\nscraper = Scraper(session=session)\n\nrooms = [...]\nscraper.spaces_live(rooms=rooms)  # capture live audio from list of rooms\n```\n\n#### Live Transcript Capture\n\n**Raw transcript chunks**\n\n![](assets/spaces-transcript-02.gif)\n\n```python\nfrom twitter.scraper import Scraper\nfrom twitter.util import init_session\n\nsession = init_session()  # initialize guest session, no login required\nscraper = Scraper(session=session)\n\n# room must be live, i.e. in \"Running\" state\nscraper.space_live_transcript('1zqKVPlQNApJB',\n                              frequency=2)  # word-level live transcript. (dirty, on-the-fly transcription before post-processing)\n```\n\n**Processed (final) transcript chunks**\n\n![](assets/spaces-transcript-01.gif)\n\n```python\nfrom twitter.scraper import Scraper\nfrom twitter.util import init_session\n\nsession = init_session()  # initialize guest session, no login required\nscraper = Scraper(session=session)\n\n# room must be live, i.e. in \"Running\" state\nscraper.space_live_transcript('1zqKVPlQNApJB', frequency=1)  # finalized live transcript.  (clean)\n```\n\n#### Search and Metadata\n\n```python\nfrom twitter.scraper import Scraper\nfrom twitter.util import init_session\nfrom twitter.constants import SpaceCategory\n\nsession = init_session()  # initialize guest session, no login required\nscraper = Scraper(session=session)\n\n# download audio and chat-log from space\nspaces = scraper.spaces(rooms=['1eaJbrAPnBVJX', '1eaJbrAlZjjJX'], audio=True, chat=True)\n\n# pull metadata only\nspaces = scraper.spaces(rooms=['1eaJbrAPnBVJX', '1eaJbrAlZjjJX'])\n\n# search for spaces in \"Upcoming\", \"Top\" and \"Live\" categories\nspaces = scraper.spaces(search=[\n    {\n        'filter': SpaceCategory.Upcoming,\n        'query': 'hello'\n    },\n    {\n        'filter': SpaceCategory.Top,\n        'query': 'world'\n    },\n    {\n        'filter': SpaceCategory.Live,\n        'query': 'foo bar'\n    }\n])\n```\n\n### Automated Solvers\n\n\u003e This requires installation of the [proton-api-client](https://pypi.org/project/proton-api-client) package\n\nTo set up automated email confirmation/verification solvers, add your Proton Mail credentials below as shown.\nThis removes the need to manually solve email challenges via the web app. These credentials can be used\nin `Scraper`, `Account`, and `Search` constructors.\n\nE.g.\n\n```python\nfrom twitter.account import Account\nfrom twitter.util import get_code\nfrom proton.client import ProtonMail\n\nproton_username, proton_password = ..., ...\nproton = lambda: get_code(ProtonMail(proton_username, proton_password))\n\nemail, username, password = ..., ..., ...\naccount = Account(email, username, password, proton=proton)\n```\n\n### Example API Responses\n\n\u003cdetails\u003e\n\u003csummary\u003e UserTweetsAndReplies  \u003c/summary\u003e\n\n```json\n{\n  \"entryId\": \"homeConversation-1648726807301218305-1648801924760711169-1648811419998228480\",\n  \"sortIndex\": \"1648811419998228480\",\n  \"content\": {\n    \"entryType\": \"TimelineTimelineModule\",\n    \"__typename\": \"TimelineTimelineModule\",\n    \"items\": [\n      {\n        \"entryId\": \"homeConversation-1648811419998228480-0-tweet-1648726807301218305\",\n        \"dispensable\": true,\n        \"item\": {\n          \"itemContent\": {\n            \"itemType\": \"TimelineTweet\",\n            \"__typename\": \"TimelineTweet\",\n            \"tweet_results\": {\n              \"result\": {\n                \"__typename\": \"Tweet\",\n                \"rest_id\": \"1648726807301218305\",\n                \"has_birdwatch_notes\": false,\n                \"core\": {\n                  \"user_results\": {\n                    \"result\": {\n                      \"__typename\": \"User\",\n                      \"id\": \"VXNlcjozMzgzNjYyOQ==\",\n                      \"rest_id\": \"33836629\",\n                      \"affiliates_highlighted_label\": {},\n                      \"has_graduated_access\": true,\n                      \"is_blue_verified\": true,\n                      \"profile_image_shape\": \"Circle\",\n                      \"legacy\": {\n                        \"can_dm\": false,\n                        \"can_media_tag\": true,\n                        \"created_at\": \"Tue Apr 21 06:49:15 +0000 2009\",\n                        \"default_profile\": false,\n                        \"default_profile_image\": false,\n                        \"description\": \"Building a kind of JARVIS @ OреոΑӏ. Previously Director of AI @ Tesla, CS231n, PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥\",\n                        \"entities\": {\n                          \"description\": {\n                            \"urls\": []\n                          },\n                          \"url\": {\n                            \"urls\": [\n                              {\n                                \"display_url\": \"karpathy.ai\",\n                                \"expanded_url\": \"https://karpathy.ai\",\n                                \"url\": \"https://t.co/0EcFthjJXM\",\n                                \"indices\": [\n                                  0,\n                                  23\n                                ]\n                              }\n                            ]\n                          }\n                        },\n                        \"fast_followers_count\": 0,\n                        \"favourites_count\": 7312,\n                        \"followers_count\": 701921,\n                        \"friends_count\": 809,\n                        \"has_custom_timelines\": true,\n                        \"is_translator\": false,\n                        \"listed_count\": 9207,\n                        \"location\": \"Stanford\",\n                        \"media_count\": 633,\n                        \"name\": \"Andrej Karpathy\",\n                        \"normal_followers_count\": 701921,\n                        \"pinned_tweet_ids_str\": [\n                          \"1599152286672248832\"\n                        ],\n                        \"possibly_sensitive\": false,\n                        \"profile_banner_url\": \"https://pbs.twimg.com/profile_banners/33836629/1407117611\",\n                        \"profile_image_url_https\": \"https://pbs.twimg.com/profile_images/1296667294148382721/9Pr6XrPB_normal.jpg\",\n                        \"profile_interstitial_type\": \"\",\n                        \"screen_name\": \"karpathy\",\n                        \"statuses_count\": 8067,\n                        \"translator_type\": \"none\",\n                        \"url\": \"https://t.co/0EcFthjJXM\",\n                        \"verified\": true,\n                        \"want_retweets\": false,\n                        \"withheld_in_countries\": []\n                      },\n                      \"smart_blocked_by\": false,\n                      \"smart_blocking\": false\n                    }\n                  }\n                },\n                \"unmention_data\": {},\n                \"edit_control\": {\n                  \"edit_tweet_ids\": [\n                    \"1648726807301218305\"\n                  ],\n                  \"editable_until_msecs\": \"1681923877000\",\n                  \"is_edit_eligible\": true,\n                  \"edits_remaining\": \"5\"\n                },\n                \"edit_perspective\": {\n                  \"favorited\": false,\n                  \"retweeted\": false\n                },\n                \"is_translatable\": false,\n                \"views\": {\n                  \"count\": \"409371\",\n                  \"state\": \"EnabledWithCount\"\n                },\n                \"source\": \"\u003ca href=\\\"https://mobile.twitter.com\\\" rel=\\\"nofollow\\\"\u003eTwitter Web App\u003c/a\u003e\",\n                \"quoted_status_result\": {\n                  \"result\": {\n                    \"__typename\": \"Tweet\",\n                    \"rest_id\": \"1647434714947395585\",\n                    \"has_birdwatch_notes\": false,\n                    \"core\": {\n                      \"user_results\": {\n                        \"result\": {\n                          \"__typename\": \"User\",\n                          \"id\": \"VXNlcjozMTA4MzUx\",\n                          \"rest_id\": \"3108351\",\n                          \"affiliates_highlighted_label\": {},\n                          \"has_graduated_access\": true,\n                          \"is_blue_verified\": false,\n                          \"profile_image_shape\": \"Square\",\n                          \"legacy\": {\n                            \"can_dm\": false,\n                            \"can_media_tag\": true,\n                            \"created_at\": \"Sun Apr 01 06:22:13 +0000 2007\",\n                            \"default_profile\": false,\n                            \"default_profile_image\": false,\n                            \"description\": \"Sign up for our newsletters and alerts: https://t.co/QevH0DLisA | Got a tip? https://t.co/iXIigdOLPr | For WSJ customer support: https://t.co/DZgH9n4vAI\",\n                            \"entities\": {\n                              \"description\": {\n                                \"urls\": [\n                                  {\n                                    \"display_url\": \"wsj.com/newsletters\",\n                                    \"expanded_url\": \"http://wsj.com/newsletters\",\n                                    \"url\": \"https://t.co/QevH0DLisA\",\n                                    \"indices\": [\n                                      40,\n                                      63\n                                    ]\n                                  },\n                                  {\n                                    \"display_url\": \"wsj.com/tips\",\n                                    \"expanded_url\": \"http://wsj.com/tips\",\n                                    \"url\": \"https://t.co/iXIigdOLPr\",\n                                    \"indices\": [\n                                      77,\n                                      100\n                                    ]\n                                  },\n                                  {\n                                    \"display_url\": \"customercenter.wsj.com\",\n                                    \"expanded_url\": \"http://customercenter.wsj.com\",\n                                    \"url\": 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