https://github.com/umitkaanusta/TIA

Your Advanced Twitter stalking tool
https://github.com/umitkaanusta/TIA

machine-learning nlp osint sentiment-analysis sentiment-classification social-media social-media-analysis social-media-mining text-classification text-classifier twint twitter twitter-api

Last synced: about 2 months ago
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Your Advanced Twitter stalking tool

• Host: GitHub
• URL: https://github.com/umitkaanusta/TIA
• Owner: umitkaanusta
• License: agpl-3.0
• Created: 2020-06-25T20:11:03.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-08-20T16:25:58.000Z (4 months ago)
• Last Synced: 2024-10-23T04:49:46.529Z (2 months ago)
• Topics: machine-learning, nlp, osint, sentiment-analysis, sentiment-classification, social-media, social-media-analysis, social-media-mining, text-classification, text-classifier, twint, twitter, twitter-api
• Language: Jupyter Notebook
• Homepage:
• Size: 25.5 MB
• Stars: 149
• Watchers: 7
• Forks: 22
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# TIA - Your Advanced Twitter stalking tool

![GitHub license](https://img.shields.io/badge/python-v3.7-blue)

![Maintenance](https://img.shields.io/badge/Maintained%3F-no-red.svg)

![ForTheBadge built-with-love](http://ForTheBadge.com/images/badges/built-with-love.svg)

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](https://i.imgur.com/4g8K1Sa.gif)

# 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!