Guide
Emotion & Sentiment Analysis
Content Filters
Emotion and Sentiment Analysis
Working with IBM’s Watson team, LyricFind’s Emotion & Sentiment Analysis categorizes and analyzes songs based on the five main emotions in the Ekman’s Atlas of Emotions: enjoyment, anger, sadness, fear, and disgust.
Emotions
Enjoyment
Anger
Fear
Sadness
Disgust
SENTIMENT
Negative
Positive
Interpreting Emotion Data
Emotion
Low
Medium
High
Sentiment
extremely negative- negative
- somewhat negative
- neutral
- somewhat positive
- positive
- extremely positive
Content Filters
LyricFind’s Content Filters sort and rank lyrics based on 31 categories which include 9 parent categories and 22 subcategories. These categories are divided into Explicit and discriminatory themes.
Explicit
Abuse & Violence
Sexual
Substance Use
Gambling
Coarse Language
DISCRIMINATORY
Race & Ethnicity
Gender Identity & Sexual Orientation
Religion
Political
Interpreting Content Data
Explicit content references
0
None
1
Minor
2
Multiple
3
Significant
4
Severe
Discriminatory content references
0
None
1
Minor
2
Multiple
3
Significant
4
Severe
