TikTok Sentiment and Stance Analysis

This project analyzes TikTok videos related to energytransition and photovoltaics, specifically focusing on stance and sentiment analysis of comments and videos.

How to use

1. Clone the repository.
2. Install the dependencies:

   pip install -r requirements.txt

3. Run the scripts in the following order:

Data Collection

1. fetch_tiktok_videos.py
2. fetch_tiktok_comments.py

Preprocessing

1. preprocess_texts.py
2. filter_videos.py

Analysis

1. sentiment_analysis.py
2. stance_detection.py
3. stance_detection_comments.py
4. extract_comments_stats.py
5. analyse_critics.py

Visualization

1. visualize_sentiment_and_stance.py
2. plot_engagement_over_stance.py