https://github.com/jclagoria/insight-sphere

A dynamic platform to unlock real-time news trends and insights.
https://github.com/jclagoria/insight-sphere

Last synced: 5 days ago
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A dynamic platform to unlock real-time news trends and insights.

• Host: GitHub
• URL: https://github.com/jclagoria/insight-sphere
• Owner: jclagoria
• License: mit
• Created: 2025-01-03T01:59:48.000Z (6 days ago)
• Default Branch: main
• Last Pushed: 2025-01-03T03:14:11.000Z (6 days ago)
• Last Synced: 2025-01-03T04:21:32.817Z (6 days ago)
• Size: 10.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: news-ingestion-service/README.md
  • License: LICENSE

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README

        
# InsightSphere

InsightSphere is a powerful platform for real-time news analytics, enabling users to search for articles, analyze trends, monitor sentiment, and visualize geographic patterns across global news.

## Features

- **Keyword-based News Search**: Quickly find articles matching your query.

- **Sentiment Analysis**: Classify articles as positive, neutral, or negative.

- **Time-Series Trends**: Explore news trends over time for specific topics.

- **Geographic Heatmaps**: Visualize news distribution and hotspots by region.

- **Real-Time Notifications**: Stay updated on monitored keywords/topics.

- **Summarization**: Receive concise summaries of news articles.

## Architecture Overview

InsightSphere is built using a modular microservices architecture with a reactive programming paradigm. Key technologies include:

- **Frontend**: React/Angular with D3.js/Plotly for visualizations.

- **Backend**: Java 21, Spring Boot Reactive.

- **Databases**: MongoDB, PostgreSQL, Elasticsearch.

- **Messaging**: RabbitMQ for event-driven communication.

- **Deployment**: Docker, Kubernetes.

## Services

1. **PulseCollector**: Fetches raw articles from NewsAPI.

2. **MoodAnalyzer**: Performs sentiment analysis on articles.

3. **TrendMapper**: Analyzes time-series data for trends.

4. **GeoTracer**: Extracts geographic data and creates heatmaps.

5. **InsightAPI**: Centralized gateway for user interactions.

6. **AlertEngine**: Manages real-time notifications.

7. **SummaryForge**: Generates summaries for news articles.