TweetScraper is a Scrapy crawler/spider for Twitter Search without using API
Switch branches/tags
Nothing to show
Clone or download
Latest commit dba76b5 Nov 21, 2018
Type Name Latest commit message Commit time
Failed to load latest commit information.
TweetScraper Fix [#33](#33) Nov 19, 2018
.gitignore v0.1 Dec 15, 2015
LICENSE Initial commit Dec 15, 2015 Update Mar 3, 2018
requirements.txt add mysql Nov 21, 2018
scrapy.cfg v0.1 Dec 15, 2015


TweetScraper can get tweets from Twitter Search. It is built on Scrapy without using Twitter's APIs. The crawled data is not as clean as the one obtained by the APIs, but the benefits are you can get rid of the API's rate limits and restrictions. Ideally, you can get all the data from Twitter Search.

WARNING: please be polite and follow the crawler's politeness policy.


It requires Scrapy and PyMongo (Also install MongoDB if you want to save the data to database). Setting up:

$ git clone
$ cd TweetScraper/
$ pip install -r requirements.txt  #add '--user' if you are not root
$ scrapy list
$ #If the output is 'TweetScraper', then you are ready to go.


  1. Change the USER_AGENT in TweetScraper/ to identify who you are

     USER_AGENT = 'your website/e-mail'
  2. In the root folder of this project, run command like:

     scrapy crawl TweetScraper -a query="foo,#bar"

    where query is a list of keywords seperated by comma and quoted by ". The query can be any thing (keyword, hashtag, etc.) you want to search in Twitter Search. TweetScraper will crawl the search results of the query and save the tweet content and user information. You can also use the following operators in each query (from Twitter Search):

    Operator Finds tweets...
    twitter search containing both "twitter" and "search". This is the default operator.
    " happy hour " containing the exact phrase "happy hour".
    love OR hate containing either "love" or "hate" (or both).
    beer - root containing "beer" but not "root".
    # haiku containing the hashtag "haiku".
    from: alexiskold sent from person "alexiskold".
    to: techcrunch sent to person "techcrunch".
    @ mashable referencing person "mashable".
    "happy hour" near: "san francisco" containing the exact phrase "happy hour" and sent near "san francisco".
    near: NYC within: 15mi sent within 15 miles of "NYC".
    superhero since: 2010-12-27 containing "superhero" and sent since date "2010-12-27" (year-month-day).
    ftw until: 2010-12-27 containing "ftw" and sent up to date "2010-12-27".
    movie -scary :) containing "movie", but not "scary", and with a positive attitude.
    flight :( containing "flight" and with a negative attitude.
    traffic ? containing "traffic" and asking a question.
    hilarious filter:links containing "hilarious" and linking to URLs.
    news source:twitterfeed containing "news" and entered via TwitterFeed
  3. The tweets will be saved to disk in ./Data/tweet/ in default settings and ./Data/user/ is for user data. The file format is JSON. Change the SAVE_TWEET_PATH and SAVE_USER_PATH in TweetScraper/ if you want another location.

  4. In you want to save the data to MongoDB, change the ITEM_PIPELINES in TweetScraper/ from TweetScraper.pipelines.SaveToFilePipeline to TweetScraper.pipelines.SaveToMongoPipeline.

Other parameters

  • lang[DEFAULT=''] allow to choose the language of tweet scrapped. This is not part of the query parameters, it is a different part in the search API URL
  • top_tweet[DEFAULT=False], if you want to query only top_tweets or all of them
  • crawl_user[DEFAULT=False], if you want to crawl users, author's of tweets in the same time

E.g.: scrapy crawl TweetScraper -a query=foo -a crawl_user=True


Keeping the crawler up to date requires continuous efforts, we thank all the contributors for their valuable work.


TweetScraper is released under the GNU GENERAL PUBLIC LICENSE, Version 2