twscrape 0.9.0

Twitter GraphQL and Search API implementation with SNScrape data models

twscrape

Twitter GraphQL API implementation with SNScrape data models.

Install

pip install twscrape

Or development version:

pip install git+https://github.com/vladkens/twscrape.git

Features

• Support both Search & GraphQL Twitter API
• Async/Await functions (can run multiple scrapers in parallel at the same time)
• Login flow (with receiving verification code from email)
• Saving/restoring account sessions
• Raw Twitter API responses & SNScrape models
• Automatic account switching to smooth Twitter API rate limits

Usage

Since this project works through an authorized API, accounts need to be added. You can register and add an account yourself. You can also google sites that provide these things.

The email password is needed to get the code to log in to the account automatically (via imap protocol).

Data models:

• User
• Tweet

import asyncio
from twscrape import API, gather
from twscrape.logger import set_log_level

async def main():
    api = API()  # or API("path-to.db") - default is `accounts.db`

    # ADD ACCOUNTS (for CLI usage see BELOW)
    await api.pool.add_account("user1", "pass1", "[e-mail]", "mail_pass1")
    await api.pool.add_account("user2", "pass2", "[e-mail]", "mail_pass2")
    await api.pool.login_all()

    # or add account with COOKIES (with cookies login not required)
    cookies = "abc=12; ct0=xyz"  # or '{"abc": "12", "ct0": "xyz"}'
    await api.pool.add_account("user3", "pass3", "[e-mail]", "mail_pass3", cookies=cookies)

    # add account with PROXY
    proxy = "http://login:[e-mail]:8080"
    await api.pool.add_account("user4", "pass4", "[e-mail]", "mail_pass4", proxy=proxy)

    # API USAGE

    # search (latest tab)
    await gather(api.search("elon musk", limit=20))  # list[Tweet]
    # change search tab (product), can be: Top, Latest (default), Media
    await gather(api.search("elon musk", limit=20, kv={"product": "Top"}))

    # tweet info
    tweet_id = 20
    await api.tweet_details(tweet_id)  # Tweet
    await gather(api.retweeters(tweet_id, limit=20))  # list[User]
    await gather(api.favoriters(tweet_id, limit=20))  # list[User]

    # get user by login
    user_login = "xdevelopers"
    await api.user_by_login(user_login)  # User

    # user info
    user_id = 2244994945
    await api.user_by_id(user_id)  # User
    await gather(api.followers(user_id, limit=20))  # list[User]
    await gather(api.following(user_id, limit=20))  # list[User]
    await gather(api.user_tweets(user_id, limit=20))  # list[Tweet]
    await gather(api.user_tweets_and_replies(user_id, limit=20))  # list[Tweet]

    # list info
    list_id = 123456789
    await gather(api.list_timeline(list_id))

    # NOTE 1: gather is a helper function to receive all data as list, FOR can be used as well:
    async for tweet in api.search("elon musk"):
        print(tweet.id, tweet.user.username, tweet.rawContent)  # tweet is `Tweet` object

    # NOTE 2: all methods have `raw` version (returns `httpx.Response` object):
    async for rep in api.search_raw("elon musk"):
        print(rep.status_code, rep.json())  # rep is `httpx.Response` object

    # change log level, default info
    set_log_level("DEBUG")

    # Tweet & User model can be converted to regular dict or json, e.g.:
    doc = await api.user_by_id(user_id)  # User
    doc.dict()  # -> python dict
    doc.json()  # -> json string

if __name__ == "__main__":
    asyncio.run(main())

Stoping iteration with break

In order to correctly release an account in case of break in loop, a special syntax must be used. Otherwise, Python's events loop will release lock on the account sometime in the future. See explanation here.

from contextlib import aclosing

async with aclosing(api.search("elon musk")) as gen:
    async for tweet in gen:
        if tweet.id < 200:
            break

CLI

Get help on CLI commands

# show all commands
twscrape

# help on specific comand
twscrape search --help

Add accounts & login

First add accounts from file:

# twscrape add_accounts <file_path> <line_format>
# line_format should have "username", "password", "email", "email_password" tokens
# note: tokens delimeter should be same as an file
twscrape add_accounts ./accounts.txt username:password:email:email_password

Then call login:

twscrape login_accounts

Accounts and their sessions will be saved, so they can be reused for future requests

Note: Possible to use _ in line_format to skip some value

Add accounts with cookies

Use cookies param in line_format, e.g.:

twscrape add_accounts ./accounts.txt username:password:email:email_password:cookies

In this case login not required.

Get list of accounts and their statuses

twscrape accounts

# Output:
# username  logged_in  active  last_used            total_req  error_msg
# user1     True       True    2023-05-20 03:20:40  100        None
# user2     True       True    2023-05-20 03:25:45  120        None
# user3     False      False   None                 120        Login error

Re-login accounts

It is possible to re-login specific accounts:

twscrape relogin user1 user2

Or retry login for all failed logins:

twscrape relogin_failed

Use different accounts file

Useful if using a different set of accounts for different actions

twscrape --db test-accounts.db <command>

Search commands

twscrape search "QUERY" --limit=20
twscrape tweet_details TWEET_ID
twscrape retweeters TWEET_ID --limit=20
twscrape favoriters TWEET_ID --limit=20
twscrape user_by_id USER_ID
twscrape user_by_login USERNAME
twscrape followers USER_ID --limit=20
twscrape following USER_ID --limit=20
twscrape user_tweets USER_ID --limit=20
twscrape user_tweets_and_replies USER_ID --limit=20

The default output is in the console (stdout), one document per line. So it can be redirected to the file.

twscrape search "elon mask lang:es" --limit=20 > data.txt

By default, parsed data is returned. The original tweet responses can be retrieved with --raw flag.

twscrape search "elon mask lang:es" --limit=20 --raw

Limitations

After 1 July 2023 Twitter introduced new limits and still continue to update it periodically.

The basic behaviour is as follows:

• the reqest limit is updated every 15 minutes for each endpoint individually
• e.g. each account have 50 search requests / 15 min, 50 profile requests / 15 min, etc.

API data limits:

• user_tweets & user_tweets_and_replies – can return ~3200 tweets maximum

Articles

• How to still scrape millions of tweets in 2023
• (Add Article)

See also

• twitter-advanced-search – guide on search filters
• twitter-api-client – Implementation of Twitter's v1, v2, and GraphQL APIs
• snscrape – is a scraper for social networking services (SNS)
• twint – Twitter Intelligence Tool