jnash10/emotional-manipulation-index

Get scores of how 'persuasive' a Youtube video is using the power of NLP.

Emotional Manipulation Index

Extended work of Dr. Kushal Shah↗ to derive Emotional manipulation index from Youtube speech captions. Their work was limited to non-vocal written datasets. Made relevant modifications to algorithm for vocal data.

Referenced Work: https://aclanthology.org/W19-3409/ Get scores of how 'persuasive' a Youtube video is using the power of NLP.

Usage

## requirements navigate to inside th repository and run:
python -m pip install -r requirements.txt
python3 -m pip install -r requirements.txt
then in your python interpreter:

import stanza
stanza.download('en')

Driver code

python3 main.py