Reddit
Sentiment Engine.
A high-performance sentiment analysis tool deployed on Hugging Face. Leveraging rule-based lexical analysis to decode complex emotional tones across social media datasets.
Model
NLTK VADER
Interface
Gradio 5.3.0
Deployment
Hugging Face
Logic
Lexicon-Based
The Vision
Analyzing sentiment on Reddit presents a unique linguistic challenge. By implementing VADER, I built a system that understands how capitalization and punctuation shift emotional scores, allowing for more accurate social media monitoring.
Live Analysis Results
Positive Sentiment Detection
Negative Sentiment Detection
Neutral Content Analysis
VADER Engine
Utilized the 'Valence Aware Dictionary and sEntiment Reasoner'—specifically tuned for social media contexts and slang.
Intensity Scoring
Analyzes not just polarity, but the intensity of sentiment (Compound, Positive, Neutral, Negative scores).
Reddit-Ready
Designed to handle the informal and often sarcastic nature of Reddit comment data.