umitkaanusta/TIA
Your Advanced Twitter stalking tool
| repo name | umitkaanusta/TIA |
| repo link | https://github.com/umitkaanusta/TIA |
| homepage | |
| language | Jupyter Notebook |
| size (curr.) | 26723 kB |
| stars (curr.) | 63 |
| created | 2020-06-25 |
| license | GNU Affero General Public License v3.0 |
TIA v0.1 - Your Advanced Twitter stalking tool
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.)
Live demo (try to zoom out in mobile): http://umitkaanusta.pythonanywhere.com/
Contact me at u.kaanusta@gmail.com for any personal/business inquiries or if you want to contribute.
What does TIA do?
As of v0.1, TIA
- 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
How can I install?
For v0.1:
- 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
