Social Media Analytics Tool
An advanced social media analytics platform that uses machine learning to analyze engagement patterns, sentiment, and trending topics across multiple social platforms. The tool provides actionable insights for marketing teams to optimize their social media strategies.
The Challenge
Marketing agencies needed a tool that could analyze vast amounts of social media data, identify trends, perform sentiment analysis, and provide predictive insights. The challenge was processing millions of posts daily while providing real-time analytics and maintaining accuracy.
Our Solution
Built a data pipeline using Python to collect and process social media data. Implemented machine learning models using TensorFlow for sentiment analysis and trend prediction. Created an interactive dashboard using React and D3.js for data visualization.
Technology Stack
Frontend
- • React
- • TypeScript
- • D3.js
- • Recharts
Backend & ML
- • Python
- • TensorFlow
- • FastAPI
- • Celery
Data Infrastructure
- • PostgreSQL
- • MongoDB
- • Apache Kafka
- • Redis
Ready to Start Your Project?
Let's discuss how we can help bring your vision to life with cutting-edge technology and expert development.
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