Skip to content

umitkaanusta/TIA

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

36 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

TIA - Your Advanced Twitter stalking tool

GitHub license Maintenance

ForTheBadge built-with-love

TIA uses machine learning models to create an advanced stalking report. If the user has a public Twitter account, the rest is easy for TIA. (Twint package is used in the data gathering process.)

Contact me at [email protected] for any personal/business inquiries or if you want to contribute.

What does TIA do?

  • Predicts the gender of a user based on their tweets (TR/EN)
  • Shows the positivity/negativity in user's tweets with a score (TR/EN)
  • Shows the subjectivity in user's tweets with a score (TR/EN)
  • Shows the user's most frequent mentions (TR/EN)
  • Creates word clouds from the user's tweets and tweets to the user (TR/EN)
  • Creates date-wise/hourly plots for the user's tweeting frequency (TR/EN)
  • Creates date-wise/hourly plots for the user's polarity(sentiment) (EN)
  • Creates date-wise/hourly plots for the user's subjectivity (EN)

Demo video

TIA v0.1 Demo

How can I install?

  • Git clone
  • Download the needed packages used in the project, PyCharm will help you on that
  • Change the URL_ROOT variable in tia/stalk/init.py
  • Scrape the user with scrape_user.py script
  • Run run.py

Issues/Warnings

  • The script scrape_user.py gives an ImportError in Linux since TIA is written in Windows.
    • Contributions are welcome to solve the issue!