Text & Content Analysis

Context: entity (more for you the real cost rarely shows up on a dashboard)  |  Window: 24h Β· 7d Β· 30d  |  Corpus: 1 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.

Corpus KPIs

Entity
more for you the real cost rarely shows up on a dashboard
Window
Last 30 days
Articles
1
From
2026-07-27 23:22:22+00
To
2026-07-27 23:22:22+00
Range
2026-06-28 12:49:03.132572+00 β†’ 2026-07-28 12:49:03.132572+00
Who’s being talked about

Top Entities

Entity Label Mentions Actions
25 billion MONEY 1 πŸ“Š πŸ” 🧲
ai ORG 1 πŸ“Š πŸ” 🧲
ai decision support systems ORG 1 πŸ“Š πŸ” 🧲
allegheny GPE 1 πŸ“Š πŸ” 🧲
allegheny county GPE 1 πŸ“Š πŸ” 🧲
allegheny countys GPE 1 πŸ“Š πŸ” 🧲
allegheny tool ORG 1 πŸ“Š πŸ” 🧲
auckland university of technology ORG 1 πŸ“Š πŸ” 🧲
barron ORG 1 πŸ“Š πŸ” 🧲
carnegie mellon university ORG 1 πŸ“Š πŸ” 🧲
chicago GPE 1 πŸ“Š πŸ” 🧲
editorial standards reprints permissions ORG 1 πŸ“Š πŸ” 🧲
hedwig lee PERSON 1 πŸ“Š πŸ” 🧲
justice policy institute ORG 1 πŸ“Š πŸ” 🧲
katherine rittenhouse PERSON 1 πŸ“Š πŸ” 🧲
lee PERSON 1 πŸ“Š πŸ” 🧲
mark barron PERSON 1 πŸ“Š πŸ” 🧲
more for you the real cost rarely shows up on a dashboard WORK_OF_ART 1 πŸ“Š πŸ” 🧲
pennsylvania GPE 1 πŸ“Š πŸ” 🧲
small business ai needs this by terdawn deboe ORG 1 πŸ“Š πŸ” 🧲
small business small business strategy a child welfare algorithm cut bias ORG 1 πŸ“Š πŸ” 🧲
st louis GPE 1 πŸ“Š πŸ” 🧲
terdawn deboe PRODUCT 1 πŸ“Š πŸ” 🧲
the results are strong ORG 1 πŸ“Š πŸ” 🧲
washington university ORG 1 πŸ“Š πŸ” 🧲
Who’s talking

Top Sources (Domains)

Domain Articles % Actions
forbes.com 1 100.00 πŸ“Š πŸ“° 🧲
How the stories are being framed

Top Narrative Frames

Frame Weight Actions
Technology 0.3900 πŸ“Š 🧲
Government 0.3800 πŸ“Š 🧲
Friends and Family 0.1200 πŸ“Š 🧲
Business, Companies 0.1000 πŸ“Š 🧲
How it feels

Sentiment

Label Articles Actions
😐 Neutral 1 πŸ“Š 🧲

Articles included

Top entities
Top sources
Top narrative frames
Pub Date Category Domain Title Analyze Author Sent Score
2026-07-27 23:22:22+00 Business forbes.com A Child Welfare Algorithm Cut Bias 83%. Small Business AI Needs This Analyze TerDawn DeBoe 😐 neutral 0.0441