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social-stat
API application for social network analysis.
Endpoints
Get /predict/{video_id}
Returns pandas DataFrame with all commentThreads of a YouTube video with emotion scores estimated by SamLowe/roberta-base-go_emotions.
All DataFrame columns:
- comment_id
- video_id
- channel_id
- author_display_name
- text_original
- text_display
- published_at
- updated_at
- like_count
- can_reply
- total_reply_count
- neutral
- approval
- annoyance
- disapproval
- realization
- admiration
- disappointment
- excitement
- disgust
- confusion
- joy
- anger
- optimism
- amusement
- gratitude
- surprise
- sadness
- fear
- curiosity
- love
- embarrassment
- desire
- caring
- pride
- relief
- grief
- remorse
- nervousness
Installation and Running
git clone https://github.com/molokhovdmitry/social-stat
python -m pip install --upgrade pip
pip install -r requirements.txt
uvicorn main:app --reload