Layoff Pulse

Stated Reasons

Reasons are extracted from each layoff's own linked news source with simple keyword tagging (not real NLP) — deliberately naive so the limits of the method stay visible instead of trusting a black box.

Reason-Tag Coverage
12.6%

Reason Frequency

Reasons Over Time