Data

Where our numbers come from.

Every dataset, fully attributed and dated.

U.S. Bureau of Labor Statistics — Occupational Employment and Wage Statistics (May 2025)

Primary source for all United States occupational wage figures: p10, median, and p90 by SOC code, state, and metro area. Refreshed with each new OEWS release.

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Government of Canada — Job Bank Wage Data (latest available release)

Primary source for all Canadian occupational wage figures by NOC code, province, and economic region. Refreshed with each new Job Bank wage update.

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US Census Bureau — American Community Survey

Population, demographic, and housing context for US cities.

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BEA Regional Price Parities

Calibration of US cost-of-living index by metro area.

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Internal Revenue Service (IRS)

Current US federal income tax brackets, standard deductions, and FICA limits.

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Canada Revenue Agency

Current Canadian federal tax brackets, CPP, and EI contribution rates.

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State and provincial revenue agencies

Sub-national income tax brackets for all 50 US states + DC and all Canadian provinces/territories.

Numbeo / public COL aggregators

Cross-check of rent and consumer price indices at city level.

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