Use Cases — NewsScope in Action

Conflict & Security

Monitoring the Iran War Across Global Media

NewsScope tracked 344 articles from 76 unique sources covering the Iran conflict across a 42-day window (Feb 1 – Mar 14, 2026), revealing sentiment patterns, key actors, and media concentration in real time. Using keywords including khamenei, Iran war, Iranian chief, and Iran's defence, the scan achieved 192 headline matches — with 55.8% of articles carrying the keywords directly in the headline, confirming tight topical lock-on. Sentiment was overwhelmingly negative: 249 negative articles (72%) versus just 50 positive and 45 neutral, reflecting the severity of the conflict narrative dominating Canadian media coverage. Top sources included Al Jazeera, The Guardian, BBC, Iran Intl, CBC, Politico, PBS, The Conversation, New York Times, and The New Yorker. Media type breakdown showed print and newspaper outlets dominant at 81.3% (278 articles), with digital native, broadcast/TV, and wire services accounting for the remainder across 76 unique outlets. N-gram analysis surfaced the most frequent bigrams — iran war, supreme leader, mojtaba khamenei, trump iran — and trigrams including iran supreme leader and ayatollah ali khamenei, identifying the key figures and framing devices used across outlets. Named entity recognition detected Israel, France, Middle East, Russia, and Canada as the most cited geographic locations. This case demonstrates NewsScope's ability to track fast-moving geopolitical stories in real time, identify key actors through NLP, and surface media concentration patterns across a globally distributed source pool.

InfoTimes Canada2026-03-14

Health & Medicine

Tracking Costco Product Recalls in Canadian Media

NewsScope scanned 225 sources and surfaced 662 articles on Costco recall incidents across 8 months (Aug 2025 – Mar 2026), delivering an AI-powered intelligence brief in seconds. The analysis revealed that 95.3% of headlines directly mentioned the word recall and 69% named Costco explicitly — confirming tight topical focus across a highly diverse source pool. Sentiment was notably mixed: 32.3% positive, 42.1% neutral, and 25.5% negative, with top sentiment words including popular, warning, safety, threatening, dangerous, and fatal. Monthly volume held consistently high (96–100 articles/month Sep–Dec), with a dip in January followed by recovery. Top sources included Inside Halton (60), Yahoo (25), USA Today (22), and Good Housekeeping (19) — demonstrating that consumer-safety recall stories spread across lifestyle, regional, and national outlets simultaneously. N-gram analysis surfaced key bigrams: costco recalls (149), sold at (103), at costco (86), in canada (55). Named entity recognition identified Canada, United States, and California as dominant locations, with FDA, USDA, and Kirkland as key organizations. This case study illustrates NewsScope's ability to track consumer-safety topics at scale across a fragmented media landscape.

InfoTimes Canada2026-03-15