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LaborAtlas

Pulse

What the country is already saying about its workforce.

902 healthcare-shortage articles. 728 on automation and AI substitution. 409 on deportation and enforcement, surging from 0.7% of all coverage in 2023 to 9.5% in 2025. The model is not predicting a crisis — it is measuring one. The streamgraph timeline, sector heatmap, and headline feeds are coming next.

Pulse timeline · coming next