Viralytics
Supercharge Your Twitter Growth with Engagement Tracking, Sentiment Analysis, and Timing.
Created on 10th January 2025
•
Viralytics
Supercharge Your Twitter Growth with Engagement Tracking, Sentiment Analysis, and Timing.
The problem Viralytics solves
The Viralytics Dashboard transforms content strategies, streamlines workflows, and boosts user engagement.
Key Features
Sentiment Analyzer: Categorizes tweets as positive, neutral, or negative, revealing audience sentiment.
Post Type Analyzer: Identifies the best-performing formats like carousels or videos.
Content Suggestor: Provides tailored tips and hashtags to boost post interaction.
Predictive analysis aligns posts with audience preferences.
Timestamp Analyzer: Predicts optimal posting times for higher engagement.
Offers reasons and metrics like expected likes and retweets.
Post Analyzer: Delivers actionable insights for marketing campaigns.
Compares performance to highlight winning strategies.
Centralized Analytics: Combines key metrics into one tool, saving time.
Real-Time Feedback: Enables on-the-fly adjustments to boost outcomes.
Safety First: Avoids risky posts with predictive sentiment and timing insights.
Chrome extension: use our application with ease by integrating with your chrome. It gives post suggestions, content suggestion, time stamp, post ananlysis and leaderboard.
Challenges we ran into
Problem:
- Misclassification of tweets with mixed sentiment or sarcasm.
- Limited dataset diversity impacted the model's performance.
Solution:
- Dataset Augmentation: Expanded the dataset with diverse and labeled tweets.
- Model Fine-Tuning: Fine-tuned a pre-trained sentiment analysis model.
- Hybrid Analysis Approach:
- Implemented rule-based indicators for sarcasm detection.
- Added contextual analysis with Transformer-based models.
Tracks Applied (1)