Text & Content Analysis

Context: entity (livingston)  |  Window: 24h · 7d · 30d  |  Corpus: 4 articles

This page analyzes how a selected category, entity, or narrative frame appears in recent news coverage within the specified time window. Metrics and breakdowns are derived from the active article corpus.

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Corpus KPIs

Entity
livingston
Window
Last 30 days
Articles
4
From
2026-06-30 20:34:25+00
To
2026-07-05 19:21:10+00
Range
2026-06-26 02:47:20.178402+00 → 2026-07-26 02:47:20.178402+00
Who’s being talked about

Top Entities

Entity Label Mentions Actions
jackson PERSON 4 📊 🔍 🧲
lenawee PERSON 4 📊 🔍 🧲
livingston PERSON 4 📊 🔍 🧲
michigan GPE 4 📊 🔍 🧲
shiawassee GPE 4 📊 🔍 🧲
washtenaw ORG 4 📊 🔍 🧲
wayne PERSON 4 📊 🔍 🧲
cdc ORG 3 📊 🔍 🧲
monroe GPE 3 📊 🔍 🧲
u.s. GPE 3 📊 🔍 🧲
all rights reserved WORK_OF_ART 2 📊 🔍 🧲
cbs broadcasting inc ORG 2 📊 🔍 🧲
cbs detroit add cbs news ORG 2 📊 🔍 🧲
cyclospora PRODUCT 2 📊 🔍 🧲
et hear PERSON 2 📊 🔍 🧲
featured local savings ORG 2 📊 🔍 🧲
featured weekly ad PERSON 2 📊 🔍 🧲
jackson county GPE 2 📊 🔍 🧲
kristen jordan shamus PERSON 2 📊 🔍 🧲
lynn sutfin PERSON 2 📊 🔍 🧲
mdhhs ORG 2 📊 🔍 🧲
michigan department of health and human services ORG 2 📊 🔍 🧲
monroe county GPE 2 📊 🔍 🧲
oakland GPE 2 📊 🔍 🧲
southeast michigan LOC 2 📊 🔍 🧲
Who’s talking

Top Sources (Domains)

Domain Articles % Actions
cbsnews.com 2 50.00 📊 📰 🧲
freep.com 2 50.00 📊 📰 🧲
How the stories are being framed

Top Narrative Frames

Frame Weight Actions
Health 1.4400 📊 🧲
Environment, Climate 1.1000 📊 🧲
Food and Beverage 0.4600 📊 🧲
Technology 0.4500 📊 🧲
Government 0.4200 📊 🧲
Civil Unrest, Conflict 0.0800 📊 🧲
Business, Companies 0.0400 📊 🧲
How it feels

Sentiment

Label Articles Actions
😐 Neutral 3 📊 🧲
☹️ Negative 1 📊 🧲

Articles included

Top entities
Top sources
Top narrative frames
Pub Date Category Domain Title Analyze Author Sent Score
2026-07-05 19:21:10+00 Health cbsnews.com Reported cyclosporiasis cases in Michigan rise to 572, state health officials say Analyze Nick Lentz 😐 neutral 0.0032
2026-07-02 13:30:38+00 Health freep.com Parasite outbreak spreads to 21 Michigan counties. See where cases are Analyze Kristen Jordan Shamus 😐 neutral 0.0575
2026-07-01 15:26:36+00 Health cbsnews.com Cyclospora illness counts spike in Southeast Michigan, health officials investigating cause Analyze Paula Wethington ☹️ negative -0.0207
2026-06-30 20:34:25+00 Health freep.com More than 150 people in 7 Michigan counties sickened by parasite Analyze , Detroit Free Press 😐 neutral 0.0601