- ่ฟ้ๅชๆฏ็ป่ฟไธช้กน็ฎ็scraper ๅ account้จๅๆทปๅ ไบไปฃ็ใ
pip install twitter-api-client -U
As of Fall 2023 login by username/password is unstable. Using cookies is now recommended.
from twitter.account import Account
## sign-in with credentials
email, username, password = ..., ..., ...
account = Account(email, username, password)
## or, resume session using cookies
# account = Account(cookies={"ct0": ..., "auth_token": ...})
## or, resume session using cookies (JSON file)
# account = Account(cookies='twitter.cookies')
account.tweet('test 123')
account.untweet(123456)
account.retweet(123456)
account.unretweet(123456)
account.reply('foo', tweet_id=123456)
account.quote('bar', tweet_id=123456)
account.schedule_tweet('schedule foo', 1681851240)
account.unschedule_tweet(123456)
account.tweet('hello world', media=[
{'media': 'test.jpg', 'alt': 'some alt text', 'tagged_users': [123]},
{'media': 'test.jpeg', 'alt': 'some alt text', 'tagged_users': [123]},
{'media': 'test.png', 'alt': 'some alt text', 'tagged_users': [123]},
{'media': 'test.jfif', 'alt': 'some alt text', 'tagged_users': [123]},
])
account.schedule_tweet('foo bar', '2023-04-18 15:42', media=[
{'media': 'test.gif', 'alt': 'some alt text'},
])
account.schedule_reply('hello world', '2023-04-19 15:42', tweet_id=123456, media=[
{'media': 'test.gif', 'alt': 'some alt text'},
])
account.dm('my message', [1234], media='test.jpg')
account.create_poll('test poll 123', ['hello', 'world', 'foo', 'bar'], 10080)
# tweets
account.like(123456)
account.unlike(123456)
account.bookmark(123456)
account.unbookmark(123456)
account.pin(123456)
account.unpin(123456)
# users
account.follow(1234)
account.unfollow(1234)
account.mute(1234)
account.unmute(1234)
account.enable_follower_notifications(1234)
account.disable_follower_notifications(1234)
account.block(1234)
account.unblock(1234)
# user profile
account.update_profile_image('test.jpg')
account.update_profile_banner('test.png')
account.update_profile_info(name='Foo Bar', description='test 123', location='Victoria, BC')
# topics
account.follow_topic(111)
account.unfollow_topic(111)
# lists
account.create_list('My List', 'description of my list', private=False)
account.update_list(222, 'My Updated List', 'some updated description', private=False)
account.update_list_banner(222, 'test.png')
account.delete_list_banner(222)
account.add_list_member(222, 1234)
account.remove_list_member(222, 1234)
account.delete_list(222)
account.pin_list(222)
account.unpin_list(222)
# refresh all pinned lists in this order
account.update_pinned_lists([222, 111, 333])
# unpin all lists
account.update_pinned_lists([])
# get timelines
timeline = account.home_timeline()
latest_timeline = account.home_latest_timeline(limit=500)
# get bookmarks
bookmarks = account.bookmarks()
# get DM inbox metadata
inbox = account.dm_inbox()
# get DMs from all conversations
dms = account.dm_history()
# get DMs from specific conversations
dms = account.dm_history(['123456-789012', '345678-901234'])
# search DMs by keyword
dms = account.dm_search('test123')
# delete entire conversation
account.dm_delete(conversation_id='123456-789012')
# delete (hide) specific DM
account.dm_delete(message_id='123456')
# get all scheduled tweets
scheduled_tweets = account.scheduled_tweets()
# delete a scheduled tweet
account.delete_scheduled_tweet(12345678)
# get all draft tweets
draft_tweets = account.draft_tweets()
# delete a draft tweet
account.delete_draft_tweet(12345678)
# delete all scheduled tweets
account.clear_scheduled_tweets()
# delete all draft tweets
account.clear_draft_tweets()
# example configuration
account.update_settings({
"address_book_live_sync_enabled": False,
"allow_ads_personalization": False,
"allow_authenticated_periscope_requests": True,
"allow_dm_groups_from": "following",
"allow_dms_from": "following",
"allow_location_history_personalization": False,
"allow_logged_out_device_personalization": False,
"allow_media_tagging": "none",
"allow_sharing_data_for_third_party_personalization": False,
"alt_text_compose_enabled": None,
"always_use_https": True,
"autoplay_disabled": False,
"country_code": "us",
"discoverable_by_email": False,
"discoverable_by_mobile_phone": False,
"display_sensitive_media": False,
"dm_quality_filter": "enabled",
"dm_receipt_setting": "all_disabled",
"geo_enabled": False,
"include_alt_text_compose": True,
"include_mention_filter": True,
"include_nsfw_admin_flag": True,
"include_nsfw_user_flag": True,
"include_ranked_timeline": True,
"language": "en",
"mention_filter": "unfiltered",
"nsfw_admin": False,
"nsfw_user": False,
"personalized_trends": True,
"protected": False,
"ranked_timeline_eligible": None,
"ranked_timeline_setting": None,
"require_password_login": False,
"requires_login_verification": False,
"sleep_time": {
"enabled": False,
"end_time": None,
"start_time": None
},
"translator_type": "none",
"universal_quality_filtering_enabled": "enabled",
"use_cookie_personalization": False,
})
# example configuration
account.update_search_settings({
"optInFiltering": True, # filter nsfw content
"optInBlocking": True, # filter blocked accounts
})
notifications = account.notifications()
account.change_password('old pwd','new pwd')Two 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.
| Endpoint | Batch Size | Rate Limit |
|---|---|---|
| tweets_by_ids | ~220 | 500 / 15 mins |
| tweets_by_id | 1 | 50 / 15 mins |
| users_by_ids | ~220 | 100 / 15 mins |
| users_by_id | 1 | 500 / 15 mins |
As of Fall 2023 login by username/password is unstable. Using cookies is now recommended.
from twitter.scraper import Scraper
## sign-in with credentials
email, username, password = ..., ..., ...
scraper = Scraper(email, username, password)
## or, resume session using cookies
# scraper = Scraper(cookies={"ct0": ..., "auth_token": ...})
## or, resume session using cookies (JSON file)
# scraper = Scraper(cookies='twitter.cookies')
## or, initialize guest session (limited endpoints)
# from twitter.util import init_session
# scraper = Scraper(session=init_session())
# user data
users = scraper.users(['foo', 'bar', 'hello', 'world'])
users = scraper.users_by_ids([123, 234, 345]) # preferred
users = scraper.users_by_id([123, 234, 345])
tweets = scraper.tweets([123, 234, 345])
likes = scraper.likes([123, 234, 345])
tweets_and_replies = scraper.tweets_and_replies([123, 234, 345])
media = scraper.media([123, 234, 345])
following = scraper.following([123, 234, 345])
followers = scraper.followers([123, 234, 345])
scraper.tweet_stats([111111, 222222, 333333])
# get recommended users based on user
scraper.recommended_users()
scraper.recommended_users([123])
# tweet data
tweets = scraper.tweets_by_ids([987, 876, 754]) # preferred
tweets = scraper.tweets_by_id([987, 876, 754])
tweet_details = scraper.tweets_details([987, 876, 754])
retweeters = scraper.retweeters([987, 876, 754])
favoriters = scraper.favoriters([987, 876, 754])
scraper.download_media([
111111,
222222,
333333,
444444,
])
# trends
scraper.trends()Pagination is already done by default, however there are circumstances where you may need to resume pagination from
a specific cursor. For example, the Followers endpoint only allows for 50 requests every 15 minutes. In this case, we
can resume from where we left off by providing a specific cursor value.
from twitter.scraper import Scraper
email, username, password = ..., ..., ...
scraper = Scraper(email, username, password)
user_id = 44196397
cursor = '1767341853908517597|1663601806447476672' # example cursor
limit = 100 # arbitrary limit for demonstration
follower_subset, last_cursor = scraper.followers([user_id], limit=limit, cursor=cursor)
# use last_cursor to resume pagination
from twitter.search import Search
email, username, password = ..., ..., ...
# default output directory is `data/search_results` if save=True
search = Search(email, username, password, save=True, debug=1)
res = search.run(
limit=37,
retries=5,
queries=[
{
'category': 'Top',
'query': 'paperswithcode -tensorflow -tf'
},
{
'category': 'Latest',
'query': 'test'
},
{
'category': 'People',
'query': 'brasil portugal -argentina'
},
{
'category': 'Photos',
'query': 'greece'
},
{
'category': 'Videos',
'query': 'italy'
},
],
)Search Operators Reference
https://developer.twitter.com/en/docs/twitter-api/v1/rules-and-filtering/search-operators
https://developer.twitter.com/en/docs/twitter-api/tweets/search/integrate/build-a-query
Capture live audio for up to 500 streams per IP
from twitter.scraper import Scraper
from twitter.util import init_session
session = init_session() # initialize guest session, no login required
scraper = Scraper(session=session)
rooms = [...]
scraper.spaces_live(rooms=rooms) # capture live audio from list of roomsRaw transcript chunks
from twitter.scraper import Scraper
from twitter.util import init_session
session = init_session() # initialize guest session, no login required
scraper = Scraper(session=session)
# room must be live, i.e. in "Running" state
scraper.space_live_transcript('1zqKVPlQNApJB',
frequency=2) # word-level live transcript. (dirty, on-the-fly transcription before post-processing)Processed (final) transcript chunks
from twitter.scraper import Scraper
from twitter.util import init_session
session = init_session() # initialize guest session, no login required
scraper = Scraper(session=session)
# room must be live, i.e. in "Running" state
scraper.space_live_transcript('1zqKVPlQNApJB', frequency=1) # finalized live transcript. (clean)from twitter.scraper import Scraper
from twitter.util import init_session
from twitter.constants import SpaceCategory
session = init_session() # initialize guest session, no login required
scraper = Scraper(session=session)
# download audio and chat-log from space
spaces = scraper.spaces(rooms=['1eaJbrAPnBVJX', '1eaJbrAlZjjJX'], audio=True, chat=True)
# pull metadata only
spaces = scraper.spaces(rooms=['1eaJbrAPnBVJX', '1eaJbrAlZjjJX'])
# search for spaces in "Upcoming", "Top" and "Live" categories
spaces = scraper.spaces(search=[
{
'filter': SpaceCategory.Upcoming,
'query': 'hello'
},
{
'filter': SpaceCategory.Top,
'query': 'world'
},
{
'filter': SpaceCategory.Live,
'query': 'foo bar'
}
])This requires installation of the proton-api-client package
To set up automated email confirmation/verification solvers, add your Proton Mail credentials below as shown.
This removes the need to manually solve email challenges via the web app. These credentials can be used
in Scraper, Account, and Search constructors.
E.g.
from twitter.account import Account
from twitter.util import get_code
from proton.client import ProtonMail
proton_username, proton_password = ..., ...
proton = lambda: get_code(ProtonMail(proton_username, proton_password))
email, username, password = ..., ..., ...
account = Account(email, username, password, proton=proton)UserTweetsAndReplies
{
"entryId": "homeConversation-1648726807301218305-1648801924760711169-1648811419998228480",
"sortIndex": "1648811419998228480",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "homeConversation-1648811419998228480-0-tweet-1648726807301218305",
"dispensable": true,
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1648726807301218305",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjozMzgzNjYyOQ==",
"rest_id": "33836629",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Tue Apr 21 06:49:15 +0000 2009",
"default_profile": false,
"default_profile_image": false,
"description": "Building a kind of JARVIS @ Oัะตีธฮำ. Previously Director of AI @ Tesla, CS231n, PhD @ Stanford. I like to train large deep neural nets ๐ง ๐ค๐ฅ",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "karpathy.ai",
"expanded_url": "https://karpathy.ai",
"url": "https://t.co/0EcFthjJXM",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 7312,
"followers_count": 701921,
"friends_count": 809,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 9207,
"location": "Stanford",
"media_count": 633,
"name": "Andrej Karpathy",
"normal_followers_count": 701921,
"pinned_tweet_ids_str": [
"1599152286672248832"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/33836629/1407117611",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1296667294148382721/9Pr6XrPB_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "karpathy",
"statuses_count": 8067,
"translator_type": "none",
"url": "https://t.co/0EcFthjJXM",
"verified": true,
"want_retweets": false,
"withheld_in_countries": []
},
"smart_blocked_by": false,
"smart_blocking": false
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1648726807301218305"
],
"editable_until_msecs": "1681923877000",
"is_edit_eligible": true,
"edits_remaining": "5"
},
"edit_perspective": {
"favorited": false,
"retweeted": false
},
"is_translatable": false,
"views": {
"count": "409371",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"quoted_status_result": {
"result": {
"__typename": "Tweet",
"rest_id": "1647434714947395585",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjozMTA4MzUx",
"rest_id": "3108351",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": false,
"profile_image_shape": "Square",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Sun Apr 01 06:22:13 +0000 2007",
"default_profile": false,
"default_profile_image": false,
"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",
"entities": {
"description": {
"urls": [
{
"display_url": "wsj.com/newsletters",
"expanded_url": "http://wsj.com/newsletters",
"url": "https://t.co/QevH0DLisA",
"indices": [
40,
63
]
},
{
"display_url": "wsj.com/tips",
"expanded_url": "http://wsj.com/tips",
"url": "https://t.co/iXIigdOLPr",
"indices": [
77,
100
]
},
{
"display_url": "customercenter.wsj.com",
"expanded_url": "http://customercenter.wsj.com",
"url": "https://t.co/DZgH9n4vAI",
"indices": [
129,
152
]
}
]
},
"url": {
"urls": [
{
"display_url": "wsj.com",
"expanded_url": "http://wsj.com",
"url": "https://t.co/9rMrYLEXTt",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 1137,
"followers_count": 20521959,
"friends_count": 1087,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 128849,
"location": "New York, NY",
"media_count": 45523,
"name": "The Wall Street Journal",
"normal_followers_count": 20521959,
"pinned_tweet_ids_str": [
"1648690341581651971"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/3108351/1680557947",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/971415515754266624/zCX0q9d5_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "WSJ",
"statuses_count": 404295,
"translator_type": "regular",
"url": "https://t.co/9rMrYLEXTt",
"verified": true,
"verified_type": "Business",
"want_retweets": false,
"withheld_in_countries": []
},
"smart_blocked_by": false,
"smart_blocking": false
}
}
},
"card": {
"rest_id": "https://t.co/eDupI8Jpey",
"legacy": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 150,
"width": 267,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=280x150"
},
"type": "IMAGE"
}
},
{
"key": "description",
"value": {
"string_value": "iPhone thieves across the country are locking people out of their Apple accounts and draining their bank accountsโsometimes before victims even know what happen",
"type": "STRING"
}
},
{
"key": "domain",
"value": {
"string_value": "www.wsj.com",
"type": "STRING"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 320,
"width": 569,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=800x320_1"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 720,
"width": 1280,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "site",
"value": {
"scribe_key": "publisher_id",
"type": "USER",
"user_value": {
"id_str": "3108351",
"path": []
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 81,
"width": 144,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=144x144"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 720,
"width": 1280,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 720,
"width": 1280,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "wsj.com",
"type": "STRING"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1644698702035185664/Q7MqVdeE?format=jpg&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 14,
"green": 17,
"red": 2
},
"percentage": 80.84
},
{
"rgb": {
"blue": 118,
"green": 92,
"red": 1
},
"percentage": 10.71
},
{
"rgb": {
"blue": 253,
"green": 225,
"red": 182
},
"percentage": 2.22
},
{
"rgb": {
"blue": 200,
"green": 158,
"red": 0
},
"percentage": 1.93
},
{
"rgb": {
"blue": 107,
"green": 96,
"red": 6
},
"percentage": 1.14
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "title",
"value": {
"string_value": "Appleโs iPhone Passcode Problem: How Thieves Can Take Over in Minutes",
"type": "STRING"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 14,
"green": 17,
"red": 2
},
"percentage": 80.84
},
{
"rgb": {
"blue": 118,
"green": 92,
"red": 1
},
"percentage": 10.71
},
{
"rgb": {
"blue": 253,
"green": 225,
"red": 182
},
"percentage": 2.22
},
{
"rgb": {
"blue": 200,
"green": 158,
"red": 0
},
"percentage": 1.93
},
{
"rgb": {
"blue": 107,
"green": 96,
"red": 6
},
"percentage": 1.14
}
]
},
"type": "IMAGE_COLOR"
}
},
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],
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}
]
}
}
}
}