Scrape the Twitter Frontend API without authentication.

Overview

Twitter Scraper

GitHub GitHub contributors code size maintain status

🇰🇷 Read Korean Version

Twitter's API is annoying to work with, and has lots of limitations — luckily their frontend (JavaScript) has it's own API, which I reverse–engineered. No API rate limits. No restrictions. Extremely fast.

You can use this library to get the text of any user's Tweets trivially.

Prerequisites

Before you begin, ensure you have met the following requirements:

  • Internet Connection
  • Python 3.6+

Installing twitter-scraper

If you want to use latest version, install from source. To install twitter-scraper from source, follow these steps:

Linux and macOS:

git clone https://github.com/bisguzar/twitter-scraper.git
cd twitter-scraper
sudo python3 setup.py install 

Also, you can install with PyPI.

pip3 install twitter_scraper

Using twitter_scraper

Just import twitter_scraper and call functions!

→ function get_tweets(query: str [, pages: int]) -> dictionary

You can get tweets of profile or parse tweets from hashtag, get_tweets takes username or hashtag on first parameter as string and how much pages you want to scan on second parameter as integer.

Keep in mind:

  • First parameter need to start with #, number sign, if you want to get tweets from hashtag.
  • pages parameter is optional.
Python 3.7.3 (default, Mar 26 2019, 21:43:19) 
[GCC 8.2.1 20181127] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> from twitter_scraper import get_tweets
>>> 
>>> for tweet in get_tweets('twitter', pages=1):
...     print(tweet['text'])
... 
spooky vibe check

It returns a dictionary for each tweet. Keys of the dictionary;

Key Type Description
tweetId string Tweet's identifier, visit twitter.com/USERNAME/ID to view tweet.
userId string Tweet's userId
username string Tweet's username
tweetUrl string Tweet's URL
isRetweet boolean True if it is a retweet, False otherwise
isPinned boolean True if it is a pinned tweet, False otherwise
time datetime Published date of tweet
text string Content of tweet
replies integer Replies count of tweet
retweets integer Retweet count of tweet
likes integer Like count of tweet
entries dictionary Has hashtags, videos, photos, urls keys. Each one's value is list

→ function get_trends() -> list

You can get the Trends of your area simply by calling get_trends(). It will return a list of strings.

Python 3.7.3 (default, Mar 26 2019, 21:43:19) 
[GCC 8.2.1 20181127] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> from twitter_scraper import get_trends
>>> get_trends()
['#WHUTOT', '#ARSSOU', 'West Ham', '#AtalantaJuve', '#バビロニア', '#おっさんずラブinthasky', 'Southampton', 'Valverde', '#MMKGabAndMax', '#23NParoNacional']

→ class Profile(username: str) -> class instance

You can get personal information of a profile, like birthday and biography if exists and public. This class takes username parameter. And returns itself. Access informations with class variables.

Python 3.7.3 (default, Mar 26 2019, 21:43:19) 
[GCC 8.2.1 20181127] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> from twitter_scraper import Profile
>>> profile = Profile('bugraisguzar')
>>> profile.location
'Istanbul'
>>> profile.name
'Buğra İşgüzar'
>>> profile.username
'bugraisguzar'

.to_dict() -> dict

to_dict is a method of Profile class. Returns profile datas as Python dictionary.

Python 3.7.3 (default, Mar 26 2019, 21:43:19) 
[GCC 8.2.1 20181127] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> from twitter_scraper import Profile
>>> profile = Profile("bugraisguzar")
>>> profile.to_dict()
{'name': 'Buğra İşgüzar', 'username': 'bugraisguzar', 'birthday': None, 'biography': 'geliştirici@peptr', 'website': 'bisguzar.com', 'profile_photo': 'https://pbs.twimg.com/profile_images/1199305322474745861/nByxOcDZ_400x400.jpg', 'banner_photo': 'https://pbs.twimg.com/profile_banners/1019138658/1555346657/1500x500', 'likes_count': 2512, 'tweets_count': 756, 'followers_count': 483, 'following_count': 255, 'is_verified': False, 'is_private': False, user_id: "1019138658"}

Contributing to twitter-scraper

To contribute to twitter-scraper, follow these steps:

  1. Fork this repository.
  2. Create a branch with clear name: git checkout -b <branch_name>.
  3. Make your changes and commit them: git commit -m '<commit_message>'
  4. Push to the original branch: git push origin <project_name>/<location>
  5. Create the pull request.

Alternatively see the GitHub documentation on creating a pull request.

Contributors

Thanks to the following people who have contributed to this project:

  • @kennethreitz (author)
  • @bisguzar (maintainer)
  • @lionking6792
  • @ozanbayram
  • @xeliot

Contact

If you want to contact me you can reach me at @bugraisguzar.

License

This project uses the following license: MIT.

Comments
  • requests.exceptions.SSLError: HTTPSConnectionPool(host='twitter.com', port=443)

    requests.exceptions.SSLError: HTTPSConnectionPool(host='twitter.com', port=443)

    Hi team,

    When scraping tweets, I met this issue. The code and error is as below:

    from twitter_scraper import get_tweets
    
    for tweet in get_tweets('realDonaldTrump', pages=5):
        print(tweet['text'])
    

    Error:

    requests.exceptions.SSLError: HTTPSConnectionPool(host='twitter.com', port=443): Max retries exceeded with url: /i/profiles/show/realDonaldTrump/timeline/tweets?include_available_features=1&include_entities=1&include_new_items_bar=true (Caused by SSLError(SSLError("bad handshake: SysCallError(54, 'ECONNRESET')")))
    

    Any ideas to solve?

    opened by icmpnorequest 9
  • IndexError: list index out of range

    IndexError: list index out of range

    code:

    from twitter_scraper import get_tweets
                                          
    for tweet in get_tweets('VuduFans', pages=1):
        print(tweet['text'].encode('ascii', 'ignore').decode())
    

    gives error:

    Traceback (most recent call last):
      File "./twitter_error.py", line 3, in <module>
        for tweet in get_tweets('VuduFans', pages=1):
      File "/usr/local/lib/python3.6/site-packages/twitter_scraper.py", line 78, in get_tweets
        yield from gen_tweets(pages)
      File "/usr/local/lib/python3.6/site-packages/twitter_scraper.py", line 35, in gen_tweets
        text = tweet.find('.tweet-text')[0].full_text
    IndexError: list index out of range
    
    
    opened by specu 8
  • I cannot check if a tweet is pinned or not.

    I cannot check if a tweet is pinned or not.

    Is there any way to check if a tweet is pinned or not? I see there is a "isRetweet" attribute that returns a boolean, I'd love to see a "isPinned" attribute that returns a boolean as well!

    opened by FlowGoCrazy 6
  • Add documentation/KO directory and add Korea doc.

    Add documentation/KO directory and add Korea doc.

    I added 'documentation/KO' directory and add Korean version of 'README.md 'to 'documentation/KO'. I worked in improvement/new-readme branch!

    If i haven't catch anything that PR requirements, please comment me!

    Thank you! and I hope this will be merge!!

    Thanks :)

    opened by lionking6792 6
  • How to get the text of only the first tweet (most recent one)

    How to get the text of only the first tweet (most recent one)

    For example from my Twitter profile, I want to only get Wrote about my workflow in making workflows back. As well as the link attached to the tweet.

    It would be even more awesome if you could also get back the link to the media (image/video) that is attached (embedded) to the tweet.

    I really hope it is possible to do. Thank you for sharing this.

    opened by nikitavoloboev 6
  • Expose the internal `gen_tweets()`

    Expose the internal `gen_tweets()`

    As you commented in the source code, the same function can be also used # for searching:. Please expose the internal gen_tweets() in case someone would like to use it directly.

    In case you like the idea but have no time for that, I am able to contribute to it since I am doing this for my company.

    P.S.: I see the module tweets is importing mechanicalsoup without using it.

    opened by mindflayer 5
  • Get_tweets gives the same page

    Get_tweets gives the same page

    So, I checked get_tweets function with default pages arg 25 and different hashtags. And as output, I got just 25 same pages of tweets. I did this:

    from twitter_scraper import get_tweets
    for tweet in get_tweets('#brexit'):
        print(tweet['text'], tweet['time'])
    

    When I define the number of pages, it doesn't really change anything.

    help wanted 
    opened by AnnOlChik 5
  • Fix some bug risks and code quality issues

    Fix some bug risks and code quality issues

    Changes:

    • Fix undefined name error in __process_paragraph method
    • Remove some unused imports
    • Add .deepsource.toml file to file to run continuous static analysis on the repository with DeepSource

    This PR also adds .deepsource.toml configuration file to run static analysis continuously on the repo with DeepSource. Upon enabling DeepSource, quality and security analysis will be run on every PR to detect 500+ types of problems in the changes — including bug risks, anti-patterns, security vulnerabilities, etc.

    DeepSource is free to use for open-source projects, and is used by teams at NASA, Uber, Slack among many others, and open-source projects like ThoughtWorks/Gauge, Masonite Framework, etc.

    To enable DeepSource analysis after merging this PR, please follow these steps:

    • Sign up on DeepSource with your GitHub account and grant access to this repo.
    • Activate analysis on this repo here.
    • You can also look at the docs for more details. Do let me know if I can be of any help!
    opened by mohi7solanki 5
  • Only Scrape the First tweet

    Only Scrape the First tweet

    Hello,

    is it possible to only scrape the first tweet of a profile? (Not pinned/retweeted). This would make my program faster. It would also be nice if there is an option to see who is tagged in the tweet.

    Thanks for your time, Thoosje

    opened by Thoosje 5
  • Document is empty

    Document is empty

    I'm getting this error when I try to run:

    Traceback (most recent call last): File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\pyquery\pyquery.py", line 95, in fromstring result = getattr(etree, meth)(context) File "src\lxml\etree.pyx", line 3213, in lxml.etree.fromstring File "src\lxml\parser.pxi", line 1876, in lxml.etree._parseMemoryDocument File "src\lxml\parser.pxi", line 1764, in lxml.etree._parseDoc File "src\lxml\parser.pxi", line 1126, in lxml.etree._BaseParser._parseDoc File "src\lxml\parser.pxi", line 600, in lxml.etree._ParserContext._handleParseResultDoc File "src\lxml\parser.pxi", line 710, in lxml.etree._handleParseResult File "src\lxml\parser.pxi", line 639, in lxml.etree._raiseParseError File "", line 17 lxml.etree.XMLSyntaxError: Start tag expected, '<' not found, line 17, column 1

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "C:\Users\USER\Desktop\Twitter Stock Market\current.py", line 16, in for tweet in get_tweets('trump', pages=3): File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\twitter_scraper.py", line 78, in get_tweets yield from gen_tweets(pages) File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\twitter_scraper.py", line 26, in gen_tweets url='bunk', default_encoding='utf-8') File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\requests_html.py", line 419, in init element=PyQuery(html)('html') or PyQuery(f'{html}')('html'), File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\pyquery\pyquery.py", line 255, in init elements = fromstring(context, self.parser) File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\pyquery\pyquery.py", line 99, in fromstring result = getattr(lxml.html, meth)(context) File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\lxml\html_init_.py", line 876, in fromstring doc = document_fromstring(html, parser=parser, base_url=base_url, **kw) File "C:\Users\USER\AppData\Local\Programs\Python\Python36\lib\site-packages\lxml\html_init_.py", line 765, in document_fromstring "Document is empty") lxml.etree.ParserError: Document is empty

    opened by fheilz 5
  • Issue with release 0.4.3 (Poetry)

    Issue with release 0.4.3 (Poetry)

    Hi,

    I am currently working on a project and we are using poetry for dependency management. We were using your package and it was working fine until the new release (0.4.3), it seems to be that when updating the package a rouge breakpoint is generated in the profile module within the virtual environment managed by poetry (see screenshot below). This causes any execution to "fall into" the python debugger whenever it calls twitter_scraper.Profile. I realize that this is most probably a poetry-related issue, but I thought I'd raise it here in case anyone has any thoughts.

    As a temporary solution I have just ensured that version 0.4.2 is used. screenshot_99

    opened by mat-h7 4
  • Bump setuptools from 59.6.0 to 65.5.1

    Bump setuptools from 59.6.0 to 65.5.1

    Bumps setuptools from 59.6.0 to 65.5.1.

    Release notes

    Sourced from setuptools's releases.

    v65.5.1

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    v65.3.0

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    v65.2.0

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    v65.1.1

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    v65.1.0

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    v63.4.3

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    v63.4.2

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    ... (truncated)

    Changelog

    Sourced from setuptools's changelog.

    v65.5.1

    Misc ^^^^

    • #3638: Drop a test dependency on the mock package, always use :external+python:py:mod:unittest.mock -- by :user:hroncok
    • #3659: Fixed REDoS vector in package_index.

    v65.5.0

    Changes ^^^^^^^

    • #3624: Fixed editable install for multi-module/no-package src-layout projects.
    • #3626: Minor refactorings to support distutils using stdlib logging module.

    Documentation changes ^^^^^^^^^^^^^^^^^^^^^

    • #3419: Updated the example version numbers to be compliant with PEP-440 on the "Specifying Your Project’s Version" page of the user guide.

    Misc ^^^^

    • #3569: Improved information about conflicting entries in the current working directory and editable install (in documentation and as an informational warning).
    • #3576: Updated version of validate_pyproject.

    v65.4.1

    Misc ^^^^

    • #3613: Fixed encoding errors in expand.StaticModule when system default encoding doesn't match expectations for source files.
    • #3617: Merge with pypa/distutils@6852b20 including fix for pypa/distutils#181.

    v65.4.0

    Changes ^^^^^^^

    v65.3.0

    ... (truncated)

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    dependencies 
    opened by dependabot[bot] 0
  • Bump certifi from 2021.10.8 to 2022.12.7

    Bump certifi from 2021.10.8 to 2022.12.7

    Bumps certifi from 2021.10.8 to 2022.12.7.

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    dependencies 
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  • Bump lxml from 4.6.5 to 4.9.1

    Bump lxml from 4.6.5 to 4.9.1

    Bumps lxml from 4.6.5 to 4.9.1.

    Changelog

    Sourced from lxml's changelog.

    4.9.1 (2022-07-01)

    Bugs fixed

    • A crash was resolved when using iterwalk() (or canonicalize()) after parsing certain incorrect input. Note that iterwalk() can crash on valid input parsed with the same parser after failing to parse the incorrect input.

    4.9.0 (2022-06-01)

    Bugs fixed

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    Bugs fixed

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    ... (truncated)

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    • 50c2764 Delete unused Travis CI config and reference in docs (GH-345)
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    opened by dependabot[bot] 0
  • Doesn't scrap anything.

    Doesn't scrap anything.

    Hey guys! Is this thing still working? I'm asking cuz I was unable to reproduce any example of yours:

    from twitter_scraper import Profile
    profile = Profile('elonmusk')
    

    Returns UnboundLocalError: local variable 'html' referenced before assignment

    And

    
    from twitter_scraper import get_trends
    get_trends()
    

    Returns JSONDecodeError: Expecting value: line 1 column 1 (char 0)

    Both of them seem like some inner bugs so I'm wondering maybe I do something wrong?


    My platform: MacOS Big Sur A version of lib: 0.4.4 Tried to install from pip / Github: none works

    opened by AleksandrovichK 8
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Buğra İşgüzar
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Buğra İşgüzar
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