Labor Impact Dashboard

Maps and charts of reported AI–labor incidents by country, sector, and type. Circle size shows story count per country; filter by US state, region, or date range (Jan 2020 – present). State labels are inferred from headlines when a state is mentioned.

Static preview on GitHub Pages — run python -m src.web locally for live search and refresh.

Data date range

Start

End

Discovery regions (data pull)

Global Europe Asia Africa Latin America Middle East North America

Focus keywords

US state

Map dot color

Filter displayed incidents (client-side)

Region

Industry

AI incident type

124 incidents · Jan 2020 – present · 124 discovered

124Shown after filters

52Countries on map

Map (circle size = stories per country)

Size = incident count · Color = AI incident type · click for summary

By region

By industry

By AI incident type

Parsed incidents table

Date	Region	Country	State	Industry	AI incident	Headline