WARN Act layoffs as a leading indicator of business formation: a state-level analysis
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Updated
Apr 20, 2026 - Python
WARN Act layoffs as a leading indicator of business formation: a state-level analysis
Open dataset: 51 US LLC formation cost rows (50 states + DC). Filing fee, annual report, franchise tax, SOS URL per state. CC BY 4.0. Powers llcformationcost.com
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County-year panel analysis of business formations & economic wellbeing (Work In Progress)
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