{"@context":{"@vocab":"https://schema.org/"},"@type":"Dataset","@id":"https://api.ai-analytics.org/income-by-zip/40031#income","name":"Income by ZIP — ZIP 40031, KY","description":"IRS SOI income profile for ZIP 40031, KY (tax year 2022): 10,360 returns, $925,051,000 total AGI, $89,291 average AGI per return.","spatialCoverage":"ZIP 40031, KY","isAccessibleForFree":true,"license":"https://creativecommons.org/publicdomain/zero/1.0/","zipcode":"40031","state":"KY","year":2022,"totals":{"returns":10360,"individuals":21050,"agi_usd":925051000,"agi_per_return_usd":89291,"wages_usd":677389000,"capital_gains_usd":27891000,"eitc_usd":2227000,"charitable_usd":9461000,"returns_200k_plus":890,"pct_returns_200k_plus":0.0859},"by_bracket":[{"stub":1,"label":"$1–25k","returns":2480,"agi_usd_thousands":30100},{"stub":2,"label":"$25–50k","returns":2000,"agi_usd_thousands":73374},{"stub":3,"label":"$50–75k","returns":1460,"agi_usd_thousands":90131},{"stub":4,"label":"$75–100k","returns":1070,"agi_usd_thousands":93315},{"stub":5,"label":"$100–200k","returns":2460,"agi_usd_thousands":343674},{"stub":6,"label":"$200k+","returns":890,"agi_usd_thousands":294457}],"_source":{"data_provider":"AI Analytics","data_provider_url":"https://api.ai-analytics.org","license":"https://creativecommons.org/publicdomain/zero/1.0/","primary_source":"https://www.irs.gov/statistics/soi-tax-stats-individual-income-tax-statistics-zip-code-data-soi","primary_source_dataset":"IRS SOI Individual Income Tax Statistics by ZIP Code (TY2022)","generated_at":"2026-07-01T22:33:05.800Z"}}