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Twayback: Downloading deleted Tweets from the Wayback Machine, made easy

Finding and downloading deleted Tweets takes a lot of time. Thankfully, with this tool, it becomes a piece of cake! 🎂

Twayback is a portmanteau of Twitter and the Wayback Machine. Enter your desired Twitter username, and let Twayback do the rest!

Features

  • Can download some or all of a user's archived deleted Tweets.
  • Lets you extract Tweets text to a text file (yes, even quote retweets!)
  • Has ability to screenshot deleted Tweets.
  • Allows custom time range to narrow search for deleted Tweets archived between two dates.
  • Differentiates between accounts that are active, suspended, or don't/no longer exist.
  • Lets you know if a target handle's archived Tweets have been excluded from the Wayback Machine.
  • Saves a log of the deleted tweet URLs in case you want to view on the Wayback Machine.
  • Ability to rotate through a list of proxy servers to avoid 429 errors. You will need to do this for data sets larger than about 800 tweets.

Usage

twayback -u USERNAME [OPTIONS]

-u, --username                                        Specify target user's Twitter handle

--batch-size                                          Specify how many URLs you would like to 
                                                      examine at a time. Expecting an integer between
                                                      1 and 100. A larger number will give you a speed
                                                      boost but at the risk of errors. Default = 100

--semaphore-size                                      Specify how many urls from --batch-size you would 
                                                      like to query asyncronously at once. Expecting an integer
                                                      between 1 and 50. A larger number will give you a speed
                                                      boost but at the risk of errors. Default = 50

-from, --fromdate                                     Narrow search for deleted Tweets *archived*
                                                      on and after this date
                                                      (can be combined with -to)
                                                      (format YYYY-MM-DD or YYYY/MM/DD
                                                      or YYYYMMDD, doesn't matter)
                                                      
                                        
-to, --todate                                         Narrow search for deleted Tweets *archived*
                                                      on and before this date
                                                      (can be combined with -from)
                                                      (format YYYY-MM-DD or YYYY/MM/DD
                                                      or YYYYMMDD, doesn't matter)


--proxy-file                                          Provide a list of proxies to use. You'll need this for checking large groups of tweets
                                                      Each line should contain one url:port to use
                                                      The script will pick a new proxy from the list at random after each --batch-size       


Logs                                                  After checking a user's tweets but before you
                                                      make a download selection, a folder will be created
                                                      with that username. That folder will contain a log of:
                                                      <deleted-twitter-url>:<deleted-wayback-url> in case you needed them

Examples:
twayback -u taylorswift13                             Downloads all of @taylorswift13's
                                                      deleted Tweets

twayback -u jack -from 2022-01-05                     Downloads all of @jack's
                                                      deleted Tweets
                                                      *archived* since January 5,
                                                      2022 until now

twayback -u drake -to 2022/02/09                      Downloads all of @drake's
                                                      deleted Tweets *archived*
                                                      since the beginning until
                                                      February 9, 2022

twayback -u EA -from 2020-08-30 -to 2020-09-15        Downloads all of @EA's
                                                      deleted Tweets *archived*
                                                      between August 30, 2020 to
                                                      September 15, 2020

Installation

git clone https://github.com/Mennaruuk/twayback
cd twayback
pip3 install -r requirements.txt

or possibly

pip install -r requirements.txt

Run the command:

python3 twayback.py -u USERNAME

(Replace USERNAME with your target handle).

For more information, check out the Usage section above.

Screenshots

Screenshots are done using Playwright. To successfully take screenshots, please follow these steps:

  1. Open a terminal window.
  2. Run: playwright install.

Troubleshooting

The default speed settings for --semaphore-size and --batch-size are set to the fastest possible execution. Reduce these numbers to slow down your execution and reduce the chance of errors. For checking large numbers of tweets (> than 800) you'll need to use web proxies and --proxy-file flag

Things to keep in mind

  • Quality of the HTML files depends on how the Wayback Machine saved them. Some are better than others.
  • This tool is best for text. You might have some luck with photos. You cannot download videos.
  • By definition, if an account is suspended or no longer exists, all their Tweets would be considered deleted.
  • Custom date range is not about when Tweets were made, but rather when they were archived. For example, a Tweet from 2011 may have been archived today.