Tools & Techniques
Sentiment Analysis for Investigative Journalism
How to read emotional signals in news coverage and use them to uncover editorial bias, public mood shifts, and narrative manipulation.
What NewsScope Offers Journalists & Researchers
NewsScope is a professional news intelligence platform by InfoTimes Canada — built to help investigative journalists, editorial teams, and media researchers analyze global news coverage with data-driven precision.
- Multi-source news scraping across Google News, BBC, CBC, Al Jazeera, The Guardian, NPR, and more
- Headline sentiment analysis and N-gram frequency trends over time
- Named entity recognition and source diversity (HHI) scoring
- AI-powered intelligence summaries in English and Arabic
- Interactive Recharts dashboards — timeline, source breakdown, sentiment arcs
- CSV and PDF export for publishing and archiving workflows
- Coverage across 121 countries and 15 languages