--- title: "Citation kit: how to cite each Probative dataset" url: https://probativegrowth.com/data/citation-kit/ lang: en-US alternate: https://probativegrowth.com/es/datos/kit-de-citas/ source: the same page, converted from its HTML at build time --- 1. [Home](https://probativegrowth.com/) 2. [Data](https://probativegrowth.com/data/) 3. Citation kit Data · Citation kit # Citation kit for every open dataset The citation kit gives reporters, researchers and AI agents one way to cite each dataset, with its DOI, license, sources and next update. Download the whole kit as JSON or CSV. Built November 7, 2026 · CC BY 4.0 · Not legal advice The standard citation, DOI, license, sources and next update of each of our 90 open datasets; every one carries a DOI, a version DOI. ## The standard citation {#std-h} Every dataset is cited the same way: the publisher, the dataset title, the year it was released and the link to its DOI (the version DOI, or the concept DOI while a new version waits to be archived). The same string is in each dataset’s CITATION.cff file, its data API files, its MCP server card and the footer of its pages. Probative Growth, , , https://doi.org/ - [Download the kit (JSON)](https://probativegrowth.com/data/citation-kit.json) - [Download the kit (CSV)](https://probativegrowth.com/data/citation-kit.csv) - [Data calendar (.ics)](https://probativegrowth.com/data/calendar/) - [How we build the datasets: methods report (PDF)](https://probativegrowth.com/reports/probative-data-methods.pdf) ## Dataset by dataset {#rows-h} ### [Lawyer advertising rules by state (50 states and DC)](https://probativegrowth.com/resources/lawyer-advertising-rules-by-state/) Cite as Probative Growth, Lawyer advertising rules by state (50 states and DC), 2026, https://doi.org/10.5281/zenodo.23958753 **DOI** [10.5281/zenodo.23958753](https://doi.org/10.5281/zenodo.23958753) **Version** 1.5.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [calbar.ca.gov](https://www.calbar.ca.gov/sites/default/files/portals/0/documents/rules/State_Bar_Act.pdf) - [www-media.floridabar.org](https://www-media.floridabar.org/uploads/2026/10/2027_04-OCT-Chapter-4-RRTFB-1.pdf) - [leg.state.nv.us](https://www.leg.state.nv.us/CourtRules/RPC.html) **Next update** January 26, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/resources/lawyer-advertising-rules-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/rules/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/rules/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/rules/cite.bib) ### [Google search-ad costs for lawyer searches by practice area and state: top-of-page bid bands and competition (Google Ads Keyword Planner)](https://probativegrowth.com/data/ad-costs/) Cite as Probative Growth, Google search-ad costs for lawyer searches by practice area and state: top-of-page bid bands and competition (Google Ads Keyword Planner), 2026, https://doi.org/10.5281/zenodo.23851278 **DOI** [10.5281/zenodo.23851278](https://doi.org/10.5281/zenodo.23851278) **Version** 1.0.0, released November 1, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [ads.google.com](https://ads.google.com/home/tools/keyword-planner/) **Next update** October 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/ad-costs/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/ad-costs/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/ad-costs/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/ad-costs/cite.bib) ### [Attorneys by county in Ohio, California, Michigan, Idaho, Arizona, Washington and Pennsylvania, from each bar's public counts](https://probativegrowth.com/data/attorneys/) Cite as Probative Growth, Attorneys by county in Ohio, California, Michigan, Idaho, Arizona, Washington and Pennsylvania, from each bar's public counts, 2026, https://doi.org/10.5281/zenodo.23962861 **DOI** [10.5281/zenodo.23962861](https://doi.org/10.5281/zenodo.23962861) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Supreme Court of Ohio, Attorney Services](https://www.supremecourt.ohio.gov/AttorneySearch/#/search) - [State Bar of California](https://apps.calbar.ca.gov/members/demographics_counties.aspx) - [State Bar of Michigan](https://www.michbar.org/demographics/2025/statewide) - [Idaho State Bar](https://isb.idaho.gov/licensing-mcle/membership-count-statuses/) - [State Bar of Arizona](https://www.azbar.org/media/fvvhksyg/demographic-report-final.pdf) - [Washington State Bar Association](https://www.wsba.org/for-legal-professionals/license-renewal/membership-records-and-services) - [Disciplinary Board of the Supreme Court of Pennsylvania](https://www.padisciplinaryboard.org/Storage/media/pdfs/20260319/145428-2025annualreport.pdf) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/totals/co-est2025-alldata.csv) **Next update** January 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/attorneys/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/attorneys/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/attorneys/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/attorneys/cite.bib) ### [Civil aviation accidents by state, year and type of operation (NTSB), 2008 to 2026](https://probativegrowth.com/data/aviation-accidents/) Cite as Probative Growth, Civil aviation accidents by state, year and type of operation (NTSB), 2008 to 2026, 2026, https://doi.org/10.5281/zenodo.23962878 **DOI** [10.5281/zenodo.23962878](https://doi.org/10.5281/zenodo.23962878) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [National Transportation Safety Board](https://data.ntsb.gov/avdata) **Next update** December 13, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/aviation-accidents/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/aviation-accidents/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/aviation-accidents/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/aviation-accidents/cite.bib) ### [Bankruptcy filings by chapter, court district, state and county, quarterly (U.S. Courts)](https://probativegrowth.com/research/bankruptcy-filings-by-county/) Cite as Probative Growth, Bankruptcy filings by chapter, court district, state and county, quarterly (U.S. Courts), 2026, https://doi.org/10.5281/zenodo.23962892 **DOI** [10.5281/zenodo.23962892](https://doi.org/10.5281/zenodo.23962892) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/data-news/data-tables/2026/09/30/bankruptcy-filings/f-5a) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/data-news/data-tables/2026/09/30/bankruptcy-filings/f-2) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/data-news/data-tables/2026/09/30/bankruptcy-filings/f) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/totals/co-est2025-alldata.csv) **Next update** January 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/bankruptcy-filings-by-county/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/bankruptcy/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/bankruptcy/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/bankruptcy/cite.bib) ### [The new-lawyer pipeline by jurisdiction: bar exam pass rates and new admissions, 2025](https://probativegrowth.com/data/bar-pipeline/) Cite as Probative Growth, The new-lawyer pipeline by jurisdiction: bar exam pass rates and new admissions, 2025, 2026, https://doi.org/10.5281/zenodo.23962982 **DOI** [10.5281/zenodo.23962982](https://doi.org/10.5281/zenodo.23962982) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [National Conference of Bar Examiners](https://thebarexaminer.ncbex.org/2025-statistics/) **Next update** December 2, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/bar-pipeline/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/bar-pipeline/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/bar-pipeline/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/bar-pipeline/cite.bib) ### [Probative benchmarks, 2025–2026](https://probativegrowth.com/research/benchmarks/) Cite as Probative Growth, Probative benchmarks, 2025–2026, 2026, https://doi.org/10.5281/zenodo.23735849 **DOI** [10.5281/zenodo.23735849](https://doi.org/10.5281/zenodo.23735849) **Version** 4.0.1, released October 28, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Probative Growth (own data)](https://probativegrowth.com/research/benchmarks/) **Next update** October 30, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/benchmarks/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/benchmarks/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/benchmarks/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/benchmarks/cite.bib) ### [Recreational boating accidents by state and year: incidents, deaths, injuries and damage (U.S. Coast Guard), 2019 to 2024](https://probativegrowth.com/data/boating-accidents/) Cite as Probative Growth, Recreational boating accidents by state and year: incidents, deaths, injuries and damage (U.S. Coast Guard), 2019 to 2024, 2026, https://doi.org/10.5281/zenodo.23962985 **DOI** [10.5281/zenodo.23962985](https://doi.org/10.5281/zenodo.23962985) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Coast Guard, Office of Auxiliary and Boating Safety](https://uscgboating.org/statistics/accident_statistics.php) **Next update** December 4, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/boating-accidents/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/boating-accidents/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/boating-accidents/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/boating-accidents/cite.bib) ### [New business applications by county (Census Business Formation Statistics)](https://probativegrowth.com/data/business-applications/) Cite as Probative Growth, New business applications by county (Census Business Formation Statistics), 2026, https://doi.org/10.5281/zenodo.23898091 **DOI** [10.5281/zenodo.23898091](https://doi.org/10.5281/zenodo.23898091) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Census Bureau (Business Formation Statistics)](https://www.census.gov/econ/bfs/data/county.html) - [U.S. Census Bureau (Business Formation Statistics)](https://www.census.gov/econ/bfs/xlsx/bfs_county_apps_annual.xlsx) - [U.S. Census Bureau (Business Formation Statistics)](https://www.census.gov/econ/bfs/csv/bfs_monthly.csv) - [U.S. Census Bureau (Business Formation Statistics)](https://www.census.gov/econ/bfs/pdf/bfs_county_data_dictionary.pdf) **Next update** June 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/business-applications/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/business-applications/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/business-applications/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/business-applications/cite.bib) ### [California court filings by county: civil, criminal, family, juvenile, probate and appeals, fiscal years 2023–24 and 2024–25](https://probativegrowth.com/data/ca-courts/) Cite as Probative Growth, California court filings by county: civil, criminal, family, juvenile, probate and appeals, fiscal years 2023–24 and 2024–25, 2026, https://doi.org/10.5281/zenodo.23963026 **DOI** [10.5281/zenodo.23963026](https://doi.org/10.5281/zenodo.23963026) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [courts.ca.gov](https://courts.ca.gov/system/files/file/2025-court-statistics-report_0.pdf) **Next update** November 30, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/ca-courts/) · [Study built on it](https://probativegrowth.com/research/california-court-filings/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/ca-courts/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/ca-courts/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/ca-courts/cite.bib) ### [Board-certified lawyers by practice area and state: specialist counts from official state lists (Tennessee and Minnesota)](https://probativegrowth.com/data/certified-specialists/) Cite as Probative Growth, Board-certified lawyers by practice area and state: specialist counts from official state lists (Tennessee and Minnesota), 2026, https://doi.org/10.5281/zenodo.23850651 **DOI** [10.5281/zenodo.23850651](https://doi.org/10.5281/zenodo.23850651) **Version** 1.0.0, released November 1, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Tennessee Commission on Continuing Legal Education](https://cle.tncourts.gov/about-us-main/specialists/) - [Minnesota Board of Legal Certification](https://blc.mn.gov/about/annual-reports/) **Next update** March 15, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/certified-specialists/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/certified-specialists/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/certified-specialists/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/certified-specialists/cite.bib) ### [Deadlines to file an employment-discrimination charge: the federal EEOC limit and each state agency's own limit](https://probativegrowth.com/data/charge-deadlines/) Cite as Probative Growth, Deadlines to file an employment-discrimination charge: the federal EEOC limit and each state agency's own limit, 2026, https://doi.org/10.5281/zenodo.23782861 **DOI** [10.5281/zenodo.23782861](https://doi.org/10.5281/zenodo.23782861) **Version** 1.0.0, released October 29, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Equal Employment Opportunity Commission](https://www.eeoc.gov/time-limits-filing-charge) - [Arizona Attorney General, Civil Rights Division](https://www.azleg.gov/ars/41/01481.htm) - [Connecticut Commission on Human Rights and Opportunities](https://www.cga.ct.gov/current/pub/chap_814c.htm) - [Delaware Department of Labor, Division of Industrial Affairs](https://delcode.delaware.gov/title19/c007/sc02/index.html) - [Florida Commission on Human Relations](https://www.leg.state.fl.us/statutes/index.cfm?App_mode=Display_Statute&URL=0700-0799/0760/Sections/0760.11.html) - [Idaho Human Rights Commission](https://legislature.idaho.gov/statutesrules/idstat/Title67/T67CH59/SECT67-5907/) - [Illinois Department of Human Rights](https://www.ilga.gov/legislation/ilcs/documents/077500050K7A-102.htm) - [Maryland Commission on Civil Rights](https://mgaleg.maryland.gov/mgawebsite/Laws/StatuteText?article=gsg§ion=20-1004&enactments=false) - [Massachusetts Commission Against Discrimination](https://malegislature.gov/Laws/GeneralLaws/PartI/TitleXXI/Chapter151B/Section5) - [Maine Human Rights Commission](https://legislature.maine.gov/statutes/5/title5sec4611.html) - [Minnesota Department of Human Rights](https://www.revisor.mn.gov/statutes/cite/363A.28) - [Missouri Commission on Human Rights](https://revisor.mo.gov/main/OneSection.aspx?section=213.075) - [Montana Department of Labor and Industry, Human Rights Bureau](https://archive.legmt.gov/bills/mca/title_0490/chapter_0020/part_0050/section_0010/0490-0020-0050-0010.html) - [Nebraska Equal Opportunity Commission](https://nebraskalegislature.gov/laws/statutes.php?statute=48-1118) - [New Hampshire Commission for Human Rights](https://gc.nh.gov/rsa/html/XXXI/354-A/354-A-21.htm) - [Ohio Civil Rights Commission](https://codes.ohio.gov/ohio-revised-code/section-4112.051) - [Oregon Bureau of Labor and Industries](https://www.oregonlegislature.gov/bills_laws/ors/ors659A.html) - [South Carolina Human Affairs Commission](https://www.scstatehouse.gov/code/t01c013.php) - [Washington State Human Rights Commission](https://lawfilesext.leg.wa.gov/law/RCW/RCW%20%2049%20%20TITLE/RCW%20%2049%20.%2060%20%20CHAPTER/RCW%20%2049%20.%2060%20.230.htm) - [Wisconsin Department of Workforce Development, Equal Rights Division](https://docs.legis.wisconsin.gov/document/statutes/111.39) - [Kansas Human Rights Commission](https://www.ksrevisor.org/statutes/chapters/ch44/044_010_0005.html) - [Rhode Island Commission for Human Rights](https://webserver.rilegislature.gov/Statutes/TITLE28/28-5/28-5-17.htm) - [Alaska State Commission for Human Rights](https://humanrights.alaska.gov/services/complaints/) - [California Civil Rights Department](https://calcivilrights.ca.gov/complaintprocess/) - [Colorado Civil Rights Division](https://ccrd.colorado.gov/complaint-process) - [D.C. Office of Human Rights](https://code.dccouncil.gov/us/dc/council/code/sections/2-1403.04) - [Hawai'i Civil Rights Commission](https://labor.hawaii.gov/hcrc/act-56-extension-of-statute-of-limitation-to-file-complaints/) - [Iowa Office of Civil Rights](https://icrc.iowa.gov/file-complaint) - [Indiana Civil Rights Commission](https://www.in.gov/icrc/file-a-discrimination-complaint/how-to-file) - [Michigan Department of Civil Rights](https://www.michigan.gov/mdcr/enforcement/investigation) - [North Dakota Department of Labor and Human Rights](https://www.nd.gov/labor/human-rights/employment-discrimination) - [New Jersey Division on Civil Rights](https://www.njoag.gov/about/divisions-and-offices/division-on-civil-rights-home/learn-how-to-file-a-complaint/) - [Nevada Equal Rights Commission](https://www.leg.state.nv.us/NRS/NRS-233.html) - [Pennsylvania Human Relations Commission](https://www.pa.gov/agencies/phrc/programs-and-services/file-a-complaint) - [Tennessee Attorney General, Civil Rights Enforcement Division](https://www.tn.gov/attorneygeneral/cred/cred-s-complaint-process.html) - [West Virginia Human Rights Commission](https://hrc.wv.gov/Pages/default.aspx) **Next update** March 9, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/charge-deadlines/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/charge-deadlines/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/charge-deadlines/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/charge-deadlines/cite.bib) ### [Federal civil filings by nature of suit and district, 12-month periods since 2018](https://probativegrowth.com/research/federal-civil-filings-by-type/) Cite as Probative Growth, Federal civil filings by nature of suit and district, 12-month periods since 2018, 2026, https://doi.org/10.5281/zenodo.23963129 **DOI** [10.5281/zenodo.23963129](https://doi.org/10.5281/zenodo.23963129) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/statistics-reports/caseload-statistics-data-tables) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/stfj_c3_630.2026.xlsx) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/stfj_c2_630.2026.xlsx) **Next update** December 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/federal-civil-filings-by-type/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/civil-filings/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/civil-filings/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/civil-filings/cite.bib) ### [CFPB complaints about debt collection, credit reporting and debt management, by state and month](https://probativegrowth.com/research/consumer-finance-complaints-by-state/) Cite as Probative Growth, CFPB complaints about debt collection, credit reporting and debt management, by state and month, 2026, https://doi.org/10.5281/zenodo.23963181 **DOI** [10.5281/zenodo.23963181](https://doi.org/10.5281/zenodo.23963181) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Consumer Financial Protection Bureau](https://www.consumerfinance.gov/data-research/consumer-complaints/) - [U.S. Consumer Financial Protection Bureau](https://www.consumerfinance.gov/data-research/consumer-complaints/search/api/v1/) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/state/totals/NST-EST2025-ALLDATA.csv) **Next update** November 20, 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/consumer-finance-complaints-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/consumer-complaints/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/consumer-complaints/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/consumer-complaints/cite.bib) ### [FTC Consumer Sentinel reports by state: fraud, identity theft and imposter scams, 2024 Data Book](https://probativegrowth.com/data/consumer-sentinel/) Cite as Probative Growth, FTC Consumer Sentinel reports by state: fraud, identity theft and imposter scams, 2024 Data Book, 2026, https://doi.org/10.5281/zenodo.23963186 **DOI** [10.5281/zenodo.23963186](https://doi.org/10.5281/zenodo.23963186) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Federal Trade Commission](https://www.ftc.gov/system/files/ftc_gov/pdf/csn-annual-data-book-2024.pdf) - [U.S. Federal Trade Commission](https://www.ftc.gov/news-events/data-visualizations/data-book) **Next update** March 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/consumer-sentinel/) · [Study built on it](https://probativegrowth.com/research/consumer-sentinel-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/consumer-sentinel/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/consumer-sentinel/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/consumer-sentinel/cite.bib) ### [County income and migration from IRS tax returns](https://probativegrowth.com/data/county-income/) Cite as Probative Growth, County income and migration from IRS tax returns, 2026, https://doi.org/10.5281/zenodo.23963195 **DOI** [10.5281/zenodo.23963195](https://doi.org/10.5281/zenodo.23963195) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Internal Revenue Service, Statistics of Income](https://www.irs.gov/statistics/soi-tax-stats-county-data-2023) - [Internal Revenue Service, Statistics of Income](https://www.irs.gov/statistics/soi-tax-stats-migration-data-2022-2023) - [Internal Revenue Service, Statistics of Income](https://www.irs.gov/pub/irs-soi/23incyallnoagi.csv) - [Internal Revenue Service, Statistics of Income](https://www.irs.gov/pub/irs-soi/countyinflow2223.csv) **Next update** April 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/county-income/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/county-income/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/county-income/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/county-income/cite.bib) ### [Small-claims dollar limits by state: the most a claim can seek in each state's small-claims court](https://probativegrowth.com/data/court-fees/) Cite as Probative Growth, Small-claims dollar limits by state: the most a claim can seek in each state's small-claims court, 2026, https://doi.org/10.5281/zenodo.23792752 **DOI** [10.5281/zenodo.23792752](https://doi.org/10.5281/zenodo.23792752) **Version** 1.0.0, released October 30, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Alabama Unified Judicial System, Lee County circuit court](https://lee.alacourt.gov/small-claims/) - [Alaska Court System](https://public.courts.alaska.gov/web/forms/docs/sc-95.pdf) - [Arizona Legislature](https://www.azleg.gov/ars/22/00503.htm) - [Arkansas Judiciary](https://www.arcourts.gov/courts/district-courts) - [Judicial Branch of California](https://www.courts.ca.gov/selfhelp-smallclaims.htm) - [Colorado Judicial Department](https://www.coloradojudicial.gov/self-help/opening-case) - [Connecticut Judicial Branch](https://www.jud.ct.gov/faq/smallclaims.html) - [Delaware Courts](https://www.courts.delaware.gov/jpcourt/jurisdiction.aspx) - [Council of the District of Columbia](https://code.dccouncil.gov/us/dc/council/code/sections/11-1321) - [Supreme Court of Florida (rules as published by The Florida Bar)](https://www-media.floridabar.org/uploads/2026/08/2026_01-JUL-Small-Claims-Rules-7-1-2026-1.pdf) - [Georgia Judicial Branch](https://georgiacourts.gov/cmcss/) - [Hawaii State Judiciary](https://www.courts.state.hi.us/self-help/small_claims_info) - [Idaho Legislature](https://legislature.idaho.gov/statutesrules/idstat/Title1/T1CH23/SECT1-2301/) - [Illinois Courts](https://www.illinoiscourts.gov/Resources/7b053486-30f5-4d92-904b-01ed1334d59e/SMC_GettingStartedSmallClaimsComplaint.pdf) - [Indiana Office of Court Services](https://www.in.gov/courts/files/small-claims-manual.pdf) - [Iowa Judicial Branch](https://www.iowacourts.gov/for-the-public/representing-yourself/small-claims/) - [Kansas Office of Revisor of Statutes](https://ksrevisor.gov/statutes/chapters/ch61/061_027_0003.html) - [Kentucky Legislature](https://apps.legislature.ky.gov/law/statutes/statute.aspx?id=39856) - [Louisiana Legislature](https://www.legis.la.gov/legis/Law.aspx?d=77961) - [Maine Legislature](https://legislature.maine.gov/statutes/14/title14sec7482.html) - [Maryland General Assembly](https://mgaleg.maryland.gov/mgawebsite/Laws/StatuteText?article=gcj§ion=4-405&enactments=false) - [Massachusetts Legislature](https://malegislature.gov/Laws/GeneralLaws/PartIII/TitleI/Chapter218/Section21) - [Michigan Legislature](https://www.legislature.mi.gov/Laws/MCL?objectName=mcl-600-8401) - [Minnesota Office of the Revisor of Statutes](https://www.revisor.mn.gov/statutes/cite/491A.01) - [Mississippi Judiciary](https://courts.ms.gov/trialcourts/justicecourt/justicecourt.php) - [Missouri Revisor of Statutes](https://revisor.mo.gov/main/OneSection.aspx?section=482.305) - [Montana Legislature](https://archive.legmt.gov/bills/mca/title_0030/chapter_0100/part_0100/section_0040/0030-0100-0100-0040.html) - [Nebraska Legislature](https://nebraskalegislature.gov/laws/statutes.php?statute=25-2802) - [Nevada Legislature](https://www.leg.state.nv.us/nrs/nrs-073.html) - [New Hampshire General Court](https://gc.nh.gov/rsa/html/LI/503/503-1.htm) - [New Jersey Courts](https://www.njcourts.gov/faq/what-small-claims-court) - [New Mexico Courts, Administrative Office of the Courts](https://nmcourts.gov/wp-content/uploads/2025/09/Magistrate-judges-elect-officers-and-donate-to-Ruidoso-flooding-relief-drive.pdf) - [New York State Department of Labor](https://dol.ny.gov/wage-theft-small-claims-court-information) - [North Carolina General Assembly](https://www.ncleg.gov/EnactedLegislation/Statutes/HTML/BySection/Chapter_7A/GS_7A-210.html) - [North Dakota Court System](https://www.ndcourts.gov/legal-self-help/small-claims) - [Ohio Legislative Service Commission](https://codes.ohio.gov/ohio-revised-code/section-1925.02) - [Oklahoma County Court Clerk](https://oklahomacounty.org/Offices/Court-Clerk) - [Oregon Legislature](https://www.oregonlegislature.gov/bills_laws/ors/ors046.html) - [Unified Judicial System of Pennsylvania](https://www.pacourts.us/Storage/media/pdfs/20210211/190236-pennsylvaniamagisterialdistrictjudgebenchbookjan2020-007553.pdf) - [Rhode Island Judiciary](https://www.courts.ri.gov/Courts/districtcourt/Pages/Small%20Claims.aspx) - [South Carolina Legislature](https://www.scstatehouse.gov/code/t22c003.php) - [South Dakota Unified Judicial System](https://ujs.sd.gov/self-help/civil-law-help/small-claims/) - [Hamilton County General Sessions Court Clerk](https://hamiltontn.gov/Sessions_Civil_FAQ.aspx) - [Supreme Court of Texas](https://www.txcourts.gov/media/1461822/259105.pdf) - [Utah State Courts](https://www.utcourts.gov/en/self-help/case-categories/consumer/small-claims.html) - [Vermont Legislature](https://legislature.vermont.gov/statutes/fullchapter/12/187) - [Virginia Code Commission](https://law.lis.virginia.gov/vacode/title16.1/chapter5/section16.1-122.2/) - [Washington State Legislature](https://lawfilesext.leg.wa.gov/law/RCW/RCW%20%2012%20%20TITLE/RCW%20%2012%20.%2040%20%20CHAPTER/RCW%20%2012%20.%2040%20.010.htm) - [West Virginia Legislature](https://code.wvlegislature.gov/50-2-1/) - [Wisconsin Court System](https://www.wicourts.gov/services/public/selfhelp/smallclaims.htm) - [Wyoming Legislature](https://wyoleg.gov/statutes/compress/title01.pdf) **Next update** March 9, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/court-fees/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/court-fees/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/court-fees/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/court-fees/cite.bib) ### [Crime and arrests by county and state: violent and property crime, DUI and drug arrests (FBI)](https://probativegrowth.com/data/crime-data/) Cite as Probative Growth, Crime and arrests by county and state: violent and property crime, DUI and drug arrests (FBI), 2026, https://doi.org/10.5281/zenodo.23963245 **DOI** [10.5281/zenodo.23963245](https://doi.org/10.5281/zenodo.23963245) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Federal Bureau of Investigation, Uniform Crime Reporting Program (Crime Data Explorer)](https://cde.ucr.cjis.gov/LATEST/webapp/#/pages/home) - [Federal Bureau of Investigation, Uniform Crime Reporting Program (arrest offense ids)](https://cde.ucr.cjis.gov/LATEST/lookup/offenses?type=arrest) **Next update** March 12, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/crime-data/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/crime-data/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/crime-data/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/crime-data/cite.bib) ### [Federal criminal cases by offense and district (U.S. Courts Tables D-1, D-2 and D-3)](https://probativegrowth.com/data/criminal-filings/) Cite as Probative Growth, Federal criminal cases by offense and district (U.S. Courts Tables D-1, D-2 and D-3), 2026, https://doi.org/10.5281/zenodo.23963315 **DOI** [10.5281/zenodo.23963315](https://doi.org/10.5281/zenodo.23963315) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/data-news/reports/statistical-reports/statistical-tables-federal-judiciary) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/stfj_d3_630.2026.xlsx) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/stfj_d2_630.2026.xlsx) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/stfj_d1_630.2026.xlsx) **Next update** March 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/criminal-filings/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/criminal-filings/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/criminal-filings/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/criminal-filings/cite.bib) ### [Legal market crosswalks: practice areas, federal case codes, states, federal districts and counties](https://probativegrowth.com/data/crosswalks/) Cite as Probative Growth, Legal market crosswalks: practice areas, federal case codes, states, federal districts and counties, 2026, https://doi.org/10.5281/zenodo.24011337 **DOI** [10.5281/zenodo.24011337](https://doi.org/10.5281/zenodo.24011337) **Version** 2.1.0, released November 6, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Office of the Law Revision Counsel / U.S. Government Publishing Office (govinfo)](https://www.govinfo.gov/content/pkg/USCODE-2024-title28/html/USCODE-2024-title28-partI-chap5.htm) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/totals/co-est2025-alldata.csv) - [U.S. Census Bureau / Office of Management and Budget](https://www2.census.gov/programs-surveys/metro-micro/geographies/reference-files/2023/delineation-files/list1_2023.xlsx) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/nos_code_descriptions.pdf) - [U.S. Census Bureau](https://www2.census.gov/geo/docs/reference/codes2020/national_county2020.txt) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/puerto-rico/asrh/cc-est2025-agesex-72.csv) - [U.S. Census Bureau](https://api.census.gov/data/2020/dec/dhcgu) - [U.S. Census Bureau](https://www.census.gov/programs-surveys/geography/technical-documentation/county-changes.html) - [Office of the Law Revision Counsel / U.S. Government Publishing Office (govinfo)](https://www.govinfo.gov/content/pkg/USCODE-2024-title48/html/USCODE-2024-title48-chap3-sec644a.htm) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/sites/default/files/document/bf_f5a_0930.2026.xlsx) **Next update** March 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/crosswalks/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/crosswalks/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/crosswalks/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/crosswalks/cite.bib) ### [Demand per law office, by state: residents, bankruptcy cases, fatal crashes, divorces, Spanish speakers and evictions for each law office](https://probativegrowth.com/data/demand-per-law-office/) Cite as Probative Growth, Demand per law office, by state: residents, bankruptcy cases, fatal crashes, divorces, Spanish speakers and evictions for each law office, 2026, https://doi.org/10.5281/zenodo.23851281 **DOI** [10.5281/zenodo.23851281](https://doi.org/10.5281/zenodo.23851281) **Version** 1.0.0, released November 1, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [census.gov](https://www.census.gov/programs-surveys/cbp.html) **Next update** March 9, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/demand-per-law-office/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/demand-per-law-office/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/demand-per-law-office/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/demand-per-law-office/cite.bib) ### [Legal deserts: law offices and lawyers per resident in every U.S. county](https://probativegrowth.com/research/legal-deserts/) Cite as Probative Growth, Legal deserts: law offices and lawyers per resident in every U.S. county, 2026, https://doi.org/10.5281/zenodo.23963393 **DOI** [10.5281/zenodo.23963393](https://doi.org/10.5281/zenodo.23963393) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages](https://www.bls.gov/cew/additional-resources/open-data/) - [U.S. Census Bureau, County Business Patterns, Nonemployer Statistics and Population Estimates](https://www.census.gov/programs-surveys/popest.html) - [State Bar of California, Attorney Demographics by county](https://apps.calbar.ca.gov/members/demographics_counties.aspx) - [New York State Unified Court System, NYS Attorney Registrations (Open NY)](https://data.ny.gov/d/eqw2-r5nb) - [The Mississippi Bar, Membership Data (July 2026)](https://msbar.org/wp-content/uploads/2026/08/MB-Membership-Data-July-2026-.pdf) - [Illinois Attorney Registration and Disciplinary Commission, 2024 Annual Report](https://www.iardc.org/Files/AnnualReports/AnnualReport2024.pdf) **Next update** December 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/legal-deserts/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/deserts/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/deserts/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/deserts/cite.bib) ### [Medical device adverse event reports by product code and quarter (FDA MAUDE via openFDA)](https://probativegrowth.com/data/device-events/) Cite as Probative Growth, Medical device adverse event reports by product code and quarter (FDA MAUDE via openFDA), 2026, https://doi.org/10.5281/zenodo.23963431 **DOI** [10.5281/zenodo.23963431](https://doi.org/10.5281/zenodo.23963431) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Food and Drug Administration (openFDA)](https://open.fda.gov/apis/device/event/) - [U.S. Food and Drug Administration (openFDA)](https://api.fda.gov/device/event.json) - [U.S. Food and Drug Administration (openFDA)](https://api.fda.gov/device/classification.json) - [U.S. Food and Drug Administration (openFDA)](https://open.fda.gov/license/) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/device-events/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/device-events/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/device-events/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/device-events/cite.bib) ### [Social Security disability hearing waits and workloads by hearing office](https://probativegrowth.com/data/disability-hearings/) Cite as Probative Growth, Social Security disability hearing waits and workloads by hearing office, 2026, https://doi.org/10.5281/zenodo.23898096 **DOI** [10.5281/zenodo.23898096](https://doi.org/10.5281/zenodo.23898096) **Version** 1.0.1, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Social Security Administration](https://www.ssa.gov/appeals/DataSets/01_NetStat_Report.html) - [U.S. Social Security Administration](https://www.ssa.gov/appeals/DataSets/02_HO_Workload_Data.html) - [U.S. Social Security Administration](https://www.ssa.gov/appeals/DataSets/05_Average_Processing_Time_Report.html) **Next update** December 12, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/disability-hearings/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/disability-hearings/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/disability-hearings/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/disability-hearings/cite.bib) ### [Serious drug adverse event reports by active ingredient (openFDA FAERS)](https://probativegrowth.com/data/drug-events/) Cite as Probative Growth, Serious drug adverse event reports by active ingredient (openFDA FAERS), 2026, https://doi.org/10.5281/zenodo.23963449 **DOI** [10.5281/zenodo.23963449](https://doi.org/10.5281/zenodo.23963449) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Food and Drug Administration (openFDA, FDA Adverse Event Reporting System)](https://open.fda.gov/apis/drug/event/) - [U.S. Food and Drug Administration (openFDA, FDA Adverse Event Reporting System)](https://open.fda.gov/license/) **Next update** March 8, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/drug-events/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/drug-events/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/drug-events/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/drug-events/cite.bib) ### [Employment discrimination charges to the EEOC, by state and basis, FY 2009 to FY 2025](https://probativegrowth.com/data/eeoc-charges/) Cite as Probative Growth, Employment discrimination charges to the EEOC, by state and basis, FY 2009 to FY 2025, 2026, https://doi.org/10.5281/zenodo.23898101 **DOI** [10.5281/zenodo.23898101](https://doi.org/10.5281/zenodo.23898101) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Equal Employment Opportunity Commission](https://www.eeoc.gov/data/enforcement-and-litigation-statistics-0) - [U.S. Equal Employment Opportunity Commission](https://www.eeoc.gov/sites/default/files/2026-04/Table_E1b._Charge_Receipts_by_State_%28includes_U.S._Territories%29_and_Basis_or_Statute_%28All_Statutes%29_FY_2009_-_FY_2025_suppressed_0.xlsx) - [U.S. Equal Employment Opportunity Commission](https://www.eeoc.gov/sites/default/files/2026-04/Table_E1a._Charge_Receipts_by_Basis_or_Statute_%28All_Statutes%29_FY_1997_-_FY_2025_0.xlsx) - [U.S. Bureau of Labor Statistics](https://data.bls.gov/cew/data/api/2025/a/industry/10.csv) **Next update** April 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/eeoc-charges/) · [Study built on it](https://probativegrowth.com/research/eeoc-charges-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/eeoc-charges/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/eeoc-charges/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/eeoc-charges/cite.bib) ### [Eviction laws by state and territory: notice, cure, just cause, fees and timing (LSC)](https://probativegrowth.com/data/eviction-laws/) Cite as Probative Growth, Eviction laws by state and territory: notice, cure, just cause, fees and timing (LSC), 2026, https://doi.org/10.5281/zenodo.23963453 **DOI** [10.5281/zenodo.23963453](https://doi.org/10.5281/zenodo.23963453) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Legal Services Corporation (coding by Temple University's Center for Public Health Law Research)](https://www.lsc.gov/initiatives/effect-state-local-laws-evictions/lsc-eviction-laws-database) **Next update** December 3, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/eviction-laws/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/eviction-laws/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/eviction-laws/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/eviction-laws/cite.bib) ### [Eviction filings by county and year (LSC Civil Court Data Initiative)](https://probativegrowth.com/data/evictions/) Cite as Probative Growth, Eviction filings by county and year (LSC Civil Court Data Initiative), 2026, https://doi.org/10.5281/zenodo.23963459 **DOI** [10.5281/zenodo.23963459](https://doi.org/10.5281/zenodo.23963459) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Legal Services Corporation, Civil Court Data Initiative](https://civilcourtdata.lsc.gov/data/eviction) - [Legal Services Corporation (Terms of Use)](https://www.lsc.gov/terms-use) **Next update** February 26, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/evictions/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/evictions/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/evictions/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/evictions/cite.bib) ### [Fair housing complaints by county and basis: Fair Housing Act cases filed with HUD, 2006 to June 2020](https://probativegrowth.com/data/fair-housing/) Cite as Probative Growth, Fair housing complaints by county and basis: Fair Housing Act cases filed with HUD, 2006 to June 2020, 2026, https://doi.org/10.5281/zenodo.23963466 **DOI** [10.5281/zenodo.23963466](https://doi.org/10.5281/zenodo.23963466) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Housing and Urban Development, Office of Fair Housing and Equal Opportunity](https://inventory.data.gov/dataset/c592e01e-3ce8-4fb7-b112-8b5819fd2072/resource/94b8f073-7d71-4519-8a2b-2cec554e3dcd/download/fheo-filed-cases.xlsx) - [U.S. Department of Housing and Urban Development, Office of Fair Housing and Equal Opportunity](https://inventory.data.gov/dataset/e854e346-4d53-4ff7-9686-93e83715cede/resource/4733787f-1b35-4637-b41b-8d7ea18c0597/download/fhacasesbyyear.xls) **Next update** December 3, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/fair-housing/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/fair-housing/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/fair-housing/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/fair-housing/cite.bib) ### [Fatal crashes by county and type: trucks, motorcycles, pedestrians and bicyclists, NHTSA FARS 2019 to 2024](https://probativegrowth.com/research/fatal-crashes-by-county/) Cite as Probative Growth, Fatal crashes by county and type: trucks, motorcycles, pedestrians and bicyclists, NHTSA FARS 2019 to 2024, 2026, https://doi.org/10.5281/zenodo.23963480 **DOI** [10.5281/zenodo.23963480](https://doi.org/10.5281/zenodo.23963480) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [National Highway Traffic Safety Administration](https://static.nhtsa.gov/nhtsa/downloads/FARS/2024/National/FARS2024NationalCSV.zip) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/totals/co-est2025-alldata.csv) - [U.S. Census Bureau](https://www2.census.gov/geo/docs/reference/ua/PctUrbanRural_County.txt) **Next update** April 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/fatal-crashes-by-county/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/fatal-crashes/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/fatal-crashes/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/fatal-crashes/cite.bib) ### [Federal civil cases filed, by county of the plaintiff's residence, case type and year (Federal Judicial Center)](https://probativegrowth.com/data/federal-filings-county/) Cite as Probative Growth, Federal civil cases filed, by county of the plaintiff's residence, case type and year (Federal Judicial Center), 2026, https://doi.org/10.5281/zenodo.24024299 **DOI** [10.5281/zenodo.24024299](https://doi.org/10.5281/zenodo.24024299) **Version** 2.0.1, released November 7, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Federal Judicial Center](https://www.fjc.gov/sites/default/files/idb/textfiles/cv88on.zip) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/data-news/data-tables) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/federal-filings-county/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/federal-filings-county/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/federal-filings-county/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/federal-filings-county/cite.bib) ### [Attorney fee caps and contingency-fee rules, by state and federal program](https://probativegrowth.com/research/attorney-fee-caps-by-state/) Cite as Probative Growth, Attorney fee caps and contingency-fee rules, by state and federal program, 2026, https://doi.org/10.5281/zenodo.23969434 **DOI** [10.5281/zenodo.23969434](https://doi.org/10.5281/zenodo.23969434) **Version** 3.0.1, released November 5, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [govinfo.gov](https://www.govinfo.gov/content/pkg/USCODE-2024-title42/html/USCODE-2024-title42-chap7-subchapII-sec406.htm) - [docs.legis.wisconsin.gov](https://docs.legis.wisconsin.gov/statutes/statutes/655/i/013) - [legislature.maine.gov](https://legislature.maine.gov/statutes/39-A/title39-Asec325.html) **Next update** January 26, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/attorney-fee-caps-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/fees/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/fees/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/fees/cite.bib) ### [What US state bars charge, and require, to file or review lawyer advertising](https://probativegrowth.com/research/lawyer-ad-filing-fees/) Cite as Probative Growth, What US state bars charge, and require, to file or review lawyer advertising, 2026, https://doi.org/10.5281/zenodo.23963654 **DOI** [10.5281/zenodo.23963654](https://doi.org/10.5281/zenodo.23963654) **Version** 3.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [texasbar.com](https://www.texasbar.com/Content/NavigationMenu/ForLawyers/AdvertisingReview/ADRULES2023.pdf) - [lsba.org](https://www.lsba.org/documents/LawyerAdvertising/AdvertisingRulesEffective01012022.pdf) - [info.jud.ct.gov](https://info.jud.ct.gov/Publications/PracticeBook/PB.pdf) **Next update** January 23, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/lawyer-ad-filing-fees/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/filing/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/filing/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/filing/cite.bib) ### [The US legal market in numbers: headline findings from Probative's open datasets](https://probativegrowth.com/research/us-legal-market-in-numbers/) Cite as Probative Growth, The US legal market in numbers: headline findings from Probative's open datasets, 2026, https://doi.org/10.5281/zenodo.23748830 **DOI** [10.5281/zenodo.23748830](https://doi.org/10.5281/zenodo.23748830) **Version** 1.1.0, released October 28, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [Probative Growth](https://probativegrowth.com/data/v1/immigration-courts/jurisdictions/US.json) - [api.bls.gov](https://api.bls.gov/) - [justice.gov](https://www.justice.gov/) **Next update** January 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/us-legal-market-in-numbers/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/findings/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/findings/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/findings/cite.bib) ### [US law firm websites: practices, Spanish, intake, by state, county and practice area](https://probativegrowth.com/data/firm-web-census/) Cite as Probative Growth, US law firm websites: practices, Spanish, intake, by state, county and practice area, 2026, https://doi.org/10.5281/zenodo.23898107 **DOI** [10.5281/zenodo.23898107](https://doi.org/10.5281/zenodo.23898107) **Version** 3.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 4 most cited)** - [openstreetmap.org](https://www.openstreetmap.org/copyright) - [webdatacommons.org](https://webdatacommons.org/structureddata/) - [commoncrawl.org](https://commoncrawl.org/terms-of-use) - [huduser.gov](https://www.huduser.gov/portal/datasets/usps_crosswalk.html) **Next update** November 18, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/firm-web-census/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/firm-web-census/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/firm-web-census/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/firm-web-census/cite.bib) ### [Flood insurance claims by county and year (FEMA NFIP, OpenFEMA), 1978 to 2026](https://probativegrowth.com/data/flood-claims/) Cite as Probative Growth, Flood insurance claims by county and year (FEMA NFIP, OpenFEMA), 1978 to 2026, 2026, https://doi.org/10.5281/zenodo.23845801 **DOI** [10.5281/zenodo.23845801](https://doi.org/10.5281/zenodo.23845801) **Version** 1.0.0, released October 31, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Federal Emergency Management Agency, OpenFEMA](https://www.fema.gov/api/open/v1/OpenFemaDataSets?$filter=name%20eq%20%27NfipClaims%27%20and%20version%20eq%203) **Next update** December 15, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/flood-claims/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/flood-claims/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/flood-claims/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/flood-claims/cite.bib) ### [New green cards (lawful permanent residents) by county, country of birth and class of admission](https://probativegrowth.com/data/green-cards/) Cite as Probative Growth, New green cards (lawful permanent residents) by county, country of birth and class of admission, 2026, https://doi.org/10.5281/zenodo.23963657 **DOI** [10.5281/zenodo.23963657](https://doi.org/10.5281/zenodo.23963657) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Homeland Security, Office of Homeland Security Statistics](https://ohss.dhs.gov/topics/immigration/lawful-permanent-residents/lpr-state-county-country-birth-and-major-class) - [U.S. Department of Homeland Security, Office of Homeland Security Statistics](https://ohss.dhs.gov/system/files/2026-07/2026_0604_ohss_lpr_counties_top_200_fy2024.xlsx) - [U.S. Department of Homeland Security, Office of Homeland Security Statistics](https://ohss.dhs.gov/system/files/2025-09/2025_0828_ohss_lpr_counties_top_200_fy2023.xlsx) - [U.S. Department of Homeland Security, Office of Homeland Security Statistics](https://ohss.dhs.gov/topics/immigration/yearbook/2024) **Next update** June 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/green-cards/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/green-cards/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/green-cards/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/green-cards/cite.bib) ### [Hospital patient-safety ratings by state and county: PSI 90 and healthcare-associated infections (CMS Care Compare)](https://probativegrowth.com/data/hospital-safety/) Cite as Probative Growth, Hospital patient-safety ratings by state and county: PSI 90 and healthcare-associated infections (CMS Care Compare), 2026, https://doi.org/10.5281/zenodo.23963670 **DOI** [10.5281/zenodo.23963670](https://doi.org/10.5281/zenodo.23963670) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Centers for Medicare & Medicaid Services](https://data.cms.gov/provider-data/topics/hospitals) **Next update** March 9, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/hospital-safety/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/hospital-safety/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/hospital-safety/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/hospital-safety/cite.bib) ### [How long federal civil cases take: outcomes, class actions and pro se share by district, nature of suit and year](https://probativegrowth.com/research/how-long-federal-civil-cases-take/) Cite as Probative Growth, How long federal civil cases take: outcomes, class actions and pro se share by district, nature of suit and year, 2026, https://doi.org/10.5281/zenodo.23898111 **DOI** [10.5281/zenodo.23898111](https://doi.org/10.5281/zenodo.23898111) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Federal Judicial Center](https://www.fjc.gov/sites/default/files/idb/textfiles/cv88on.zip) - [Administrative Office of the U.S. Courts](https://www.uscourts.gov/statistics-reports/caseload-statistics-data-tables) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/how-long-federal-civil-cases-take/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/idb-civil/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/idb-civil/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/idb-civil/cite.bib) ### [Immigration court backlog, representation and asylum outcomes (EOIR workload statistics and case data)](https://probativegrowth.com/data/immigration-courts/) Cite as Probative Growth, Immigration court backlog, representation and asylum outcomes (EOIR workload statistics and case data), 2026, https://doi.org/10.5281/zenodo.23963673 **DOI** [10.5281/zenodo.23963673](https://doi.org/10.5281/zenodo.23963673) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Justice, Executive Office for Immigration Review](https://www.justice.gov/eoir/workload-and-adjudication-statistics) - [U.S. Department of Justice, Executive Office for Immigration Review](https://fileshare.eoir.justice.gov/EOIR%20Case%20Data.zip) - [U.S. Department of Justice, Executive Office for Immigration Review](https://www.justice.gov/eoir/page/file/eoir-case-data-code-key/download) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/immigration-courts/) · [Study built on it](https://probativegrowth.com/research/immigration-court-backlog/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/immigration-courts/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/immigration-courts/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/immigration-courts/cite.bib) ### [IRS Data Book by state: returns filed, gross tax collections and refunds, fiscal years 2019 to 2025](https://probativegrowth.com/data/irs-databook/) Cite as Probative Growth, IRS Data Book by state: returns filed, gross tax collections and refunds, fiscal years 2019 to 2025, 2026, https://doi.org/10.5281/zenodo.23963674 **DOI** [10.5281/zenodo.23963674](https://doi.org/10.5281/zenodo.23963674) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Internal Revenue Service, Statistics of Income](https://www.irs.gov/statistics/soi-tax-stats-irs-data-book) **Next update** December 3, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/irs-databook/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/irs-databook/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/irs-databook/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/irs-databook/cite.bib) ### [Spanish-speaking demand vs Spanish-speaking lawyer supply, by state and metro](https://probativegrowth.com/data/language/) Cite as Probative Growth, Spanish-speaking demand vs Spanish-speaking lawyer supply, by state and metro, 2026, https://doi.org/10.5281/zenodo.23898117 **DOI** [10.5281/zenodo.23898117](https://doi.org/10.5281/zenodo.23898117) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [api.census.gov](https://api.census.gov/data/2024/acs/acs5/groups/C16001.html) **Next update** November 29, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/language/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/language/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/language/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/language/cite.bib) ### [US law-firm websites and AI crawlers: crawler-file rules, text before JavaScript, snippet limits and Spanish pages, by state and market](https://probativegrowth.com/data/law-firm-ai-readiness/) Cite as Probative Growth, US law-firm websites and AI crawlers: crawler-file rules, text before JavaScript, snippet limits and Spanish pages, by state and market, 2026, https://doi.org/10.5281/zenodo.24015038 **DOI** [10.5281/zenodo.24015038](https://doi.org/10.5281/zenodo.24015038) **Version** 1.0.0, released November 6, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [commoncrawl.org](https://commoncrawl.org/) **Next update** February 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/law-firm-ai-readiness/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/law-firm-ai-readiness/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/law-firm-ai-readiness/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/law-firm-ai-readiness/cite.bib) ### [Law firm size, solos and receipts, by state: Census SUSB 2022, Nonemployer Statistics 2024 and Economic Census 2022](https://probativegrowth.com/research/law-firm-size-and-revenue/) Cite as Probative Growth, Law firm size, solos and receipts, by state: Census SUSB 2022, Nonemployer Statistics 2024 and Economic Census 2022, 2026, https://doi.org/10.5281/zenodo.23898123 **DOI** [10.5281/zenodo.23898123](https://doi.org/10.5281/zenodo.23898123) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/susb/tables/2022/us_state_6digitnaics_2022.txt) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/nonemployer-statistics/datasets/2024/historical-datasets/nonemp24st.zip) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/nonemployer-statistics/datasets/2024/historical-datasets/nonemp24us.zip) - [U.S. Census Bureau](https://api.census.gov/data/2022/ecnbasic.html) - [U.S. Census Bureau](https://api.census.gov/data/2022/ecnsize.html) **Next update** June 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/law-firm-size-and-revenue/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/law-firm-economy/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/law-firm-economy/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/law-firm-economy/cite.bib) ### [US law-firm websites: Spanish pages, online booking, live chat, structured data, HTTPS and 24/7 intake, by state and practice area](https://probativegrowth.com/data/law-firm-websites/) Cite as Probative Growth, US law-firm websites: Spanish pages, online booking, live chat, structured data, HTTPS and 24/7 intake, by state and practice area, 2026, https://doi.org/10.5281/zenodo.23963678 **DOI** [10.5281/zenodo.23963678](https://doi.org/10.5281/zenodo.23963678) **Version** 1.0.1, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [data.census.gov](https://data.census.gov/) **Next update** March 9, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/law-firm-websites/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/law-firm-websites/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/law-firm-websites/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/law-firm-websites/cite.bib) ### [Law offices, jobs and pay by county, with solo-practice counts: BLS QCEW, Census CBP and Nonemployer Statistics](https://probativegrowth.com/research/law-firm-competition-by-county/) Cite as Probative Growth, Law offices, jobs and pay by county, with solo-practice counts: BLS QCEW, Census CBP and Nonemployer Statistics, 2026, https://doi.org/10.5281/zenodo.23963687 **DOI** [10.5281/zenodo.23963687](https://doi.org/10.5281/zenodo.23963687) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages](https://www.bls.gov/cew/additional-resources/open-data/) - [U.S. Census Bureau, County Business Patterns 2023](https://www.census.gov/programs-surveys/cbp.html) - [U.S. Census Bureau, Nonemployer Statistics 2024](https://www.census.gov/programs-surveys/nonemployer-statistics.html) - [U.S. Census Bureau, Population Estimates, vintage 2025](https://www.census.gov/programs-surveys/popest.html) - [U.S. Census Bureau, OMB 2023 metropolitan and micropolitan delineation](https://www2.census.gov/programs-surveys/metro-micro/geographies/reference-files/2023/delineation-files/list1_2023.xlsx) **Next update** December 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/law-firm-competition-by-county/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/law-offices/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/law-offices/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/law-offices/cite.bib) ### [Lawyer, paralegal and legal-staff pay by state and metro (BLS OEWS)](https://probativegrowth.com/data/lawyer-wages/) Cite as Probative Growth, Lawyer, paralegal and legal-staff pay by state and metro (BLS OEWS), 2026, https://doi.org/10.5281/zenodo.23898132 **DOI** [10.5281/zenodo.23898132](https://doi.org/10.5281/zenodo.23898132) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics](https://api.bls.gov/publicAPI/v1/timeseries/data/) - [U.S. Bureau of Labor Statistics](https://www.bls.gov/oes/) **Next update** April 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/lawyer-wages/) · [Study built on it](https://probativegrowth.com/research/lawyer-and-paralegal-pay-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/lawyer-wages/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/lawyer-wages/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/lawyer-wages/cite.bib) ### [Legal-aid, public-interest-law and civil-rights nonprofits by county, from the IRS exempt-organization list](https://probativegrowth.com/data/legal-aid-orgs/) Cite as Probative Growth, Legal-aid, public-interest-law and civil-rights nonprofits by county, from the IRS exempt-organization list, 2026, https://doi.org/10.5281/zenodo.23963739 **DOI** [10.5281/zenodo.23963739](https://doi.org/10.5281/zenodo.23963739) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Internal Revenue Service (SOI)](https://www.irs.gov/charities-non-profits/exempt-organizations-business-master-file-extract-eo-bmf) - [U.S. Census Bureau](https://www2.census.gov/geo/docs/maps-data/data/rel2020/zcta520/tab20_zcta520_county20_natl.txt) **Next update** December 13, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/legal-aid-orgs/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/legal-aid-orgs/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/legal-aid-orgs/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/legal-aid-orgs/cite.bib) ### [Legal marketing and intake hiring demand: pay, headcount and openings (Bureau of Labor Statistics)](https://probativegrowth.com/data/legal-hiring-demand/) Cite as Probative Growth, Legal marketing and intake hiring demand: pay, headcount and openings (Bureau of Labor Statistics), 2026, https://doi.org/10.5281/zenodo.23957260 **DOI** [10.5281/zenodo.23957260](https://doi.org/10.5281/zenodo.23957260) **Version** 1.0.1, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics, Public Data API (OEWS, CES and JOLTS series)](https://api.bls.gov/publicAPI/v2/timeseries/data/) **Next update** December 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/legal-hiring-demand/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/legal-hiring-demand/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/legal-hiring-demand/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/legal-hiring-demand/cite.bib) ### [Legal need by county: who may need a lawyer, from the American Community Survey](https://probativegrowth.com/data/legal-need/) Cite as Probative Growth, Legal need by county: who may need a lawyer, from the American Community Survey, 2026, https://doi.org/10.5281/zenodo.23845845 **DOI** [10.5281/zenodo.23845845](https://doi.org/10.5281/zenodo.23845845) **Version** 1.1.0, released October 31, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Census Bureau, American Community Survey](https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/) - [U.S. Census Bureau, American Community Survey (table shells: the line labels)](https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/documentation/ACS20245YR_Table_Shells.txt) **Next update** December 5, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/legal-need/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/legal-need/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/legal-need/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/legal-need/cite.bib) ### [Legal-services prices and jobs, monthly (BLS CPI, PPI and CES)](https://probativegrowth.com/data/legal-prices/) Cite as Probative Growth, Legal-services prices and jobs, monthly (BLS CPI, PPI and CES), 2026, https://doi.org/10.5281/zenodo.23963786 **DOI** [10.5281/zenodo.23963786](https://doi.org/10.5281/zenodo.23963786) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics](https://api.bls.gov/publicAPI/v1/timeseries/data/) - [U.S. Bureau of Labor Statistics](https://www.bls.gov/cpi/) - [U.S. Bureau of Labor Statistics](https://www.bls.gov/ppi/) - [U.S. Bureau of Labor Statistics](https://www.bls.gov/ces/) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/legal-prices/) · [Study built on it](https://probativegrowth.com/research/legal-services-price-index/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/legal-prices/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/legal-prices/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/legal-prices/cite.bib) ### [Legal profession figures: lawyer and paralegal jobs and pay, and the civil legal-help gap, each re-read at the issuing source](https://probativegrowth.com/data/legal-profession-figures/) Cite as Probative Growth, Legal profession figures: lawyer and paralegal jobs and pay, and the civil legal-help gap, each re-read at the issuing source, 2026, https://doi.org/10.5281/zenodo.23851292 **DOI** [10.5281/zenodo.23851292](https://doi.org/10.5281/zenodo.23851292) **Version** 1.0.0, released November 1, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 2 most cited)** - [bls.gov](https://www.bls.gov/developers/) - [justicegap.lsc.gov](https://justicegap.lsc.gov/) **Next update** March 10, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/legal-profession-figures/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/legal-profession-figures/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/legal-profession-figures/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/legal-profession-figures/cite.bib) ### [Statutes of limitations by state: personal injury, medical malpractice, wrongful death, product liability and property damage](https://probativegrowth.com/research/statute-of-limitations-by-state/) Cite as Probative Growth, Statutes of limitations by state: personal injury, medical malpractice, wrongful death, product liability and property damage, 2026, https://doi.org/10.5281/zenodo.23963806 **DOI** [10.5281/zenodo.23963806](https://doi.org/10.5281/zenodo.23963806) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Alaska Legislature](https://www.akleg.gov/basis/statutes.asp) - [Alabama Legislature (ALISON)](https://alison.legislature.state.al.us/code-of-alabama) - [Arizona Legislature](https://www.azleg.gov/arstitle/) - [California Legislative Information](https://leginfo.legislature.ca.gov/) - [Colorado General Assembly (Office of Legislative Legal Services)](https://leg.colorado.gov/colorado-revised-statutes) - [Connecticut General Assembly](https://www.cga.ct.gov/current/pub/titles.htm) - [Council of the District of Columbia](https://code.dccouncil.gov/) - [Delaware General Assembly](https://delcode.delaware.gov/) - [Florida Legislature](https://www.leg.state.fl.us/statutes/) - [Hawaii State Legislature](https://www.capitol.hawaii.gov/) - [Iowa Legislature](https://www.legis.iowa.gov/law/iowaCode) - [Idaho Legislature](https://legislature.idaho.gov/statutesrules/idstat/) - [Illinois General Assembly](https://www.ilga.gov/Legislation/ILCS/Chapters) - [Indiana General Assembly](https://iga.in.gov/laws/2025/ic/titles/1) - [Kansas Office of Revisor of Statutes](https://www.ksrevisor.gov/statutes/ksa.html) - [Kentucky Legislature](https://apps.legislature.ky.gov/law/statutes/) - [Louisiana State Legislature](https://legis.la.gov/legis/Laws.aspx) - [Massachusetts Legislature](https://malegislature.gov/Laws/GeneralLaws) - [Maryland General Assembly](https://mgaleg.maryland.gov/mgawebsite/Laws/Statutes) - [Maine Legislature](https://legislature.maine.gov/statutes/) - [Michigan Legislature](https://www.legislature.mi.gov/Laws/Index) - [Minnesota Office of the Revisor of Statutes](https://www.revisor.mn.gov/statutes/) - [Missouri Revisor of Statutes](https://revisor.mo.gov/) - [Montana Legislature](https://mca.legmt.gov/) - [North Carolina General Assembly](https://www.ncleg.gov/Laws/GeneralStatutes) - [North Dakota Legislative Branch](https://ndlegis.gov/general-information/north-dakota-century-code) - [Nebraska Legislature](https://nebraskalegislature.gov/) - [New Hampshire General Court](https://www.gencourt.state.nh.us/) - [New Jersey Legislature](https://lis.njleg.state.nj.us/nxt/gateway.dll?f=templates&fn=default.htm&vid=Publish:10.1048/Enu) - [Nevada Legislature](https://www.leg.state.nv.us/) - [New York State Senate](https://www.nysenate.gov/legislation/laws/CONSOLIDATED) - [Ohio Laws and Administrative Rules](https://codes.ohio.gov/ohio-revised-code) - [Oklahoma Legislature](https://www.oklegislature.gov/OK_Statutes/) - [Oregon Legislature](https://www.oregonlegislature.gov/bills_laws/Pages/ORS.aspx) - [Pennsylvania General Assembly](https://www.legis.state.pa.us/cfdocs/legis/LI/Public/cons_index.cfm) - [Rhode Island General Assembly](https://webserver.rilegislature.gov/Statutes/) - [South Carolina Legislature](https://www.scstatehouse.gov/code/statmast.php) - [South Dakota Legislature](https://sdlegislature.gov/Statutes) - [Texas Legislature](https://statutes.capitol.texas.gov/) - [Utah State Legislature](https://le.utah.gov/xcode/code.html) - [Virginia Code Commission](https://law.lis.virginia.gov/vacode/) - [Vermont General Assembly](https://legislature.vermont.gov/statutes/) - [Washington State Legislature](https://lawfilesext.leg.wa.gov/law/RCW/) - [Wisconsin State Legislature](https://docs.legis.wisconsin.gov/statutes/prefaces/toc) - [West Virginia Legislature](https://code.wvlegislature.gov/) - [Wyoming Legislature](https://wyoleg.gov/Legislation/StateStatutes) **Next update** February 25, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/statute-of-limitations-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/limitations/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/limitations/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/limitations/cite.bib) ### [Marriage and divorce rates by state (CDC NCHS), 1990 to 2024](https://probativegrowth.com/data/marriage-divorce/) Cite as Probative Growth, Marriage and divorce rates by state (CDC NCHS), 1990 to 2024, 2026, https://doi.org/10.5281/zenodo.23845898 **DOI** [10.5281/zenodo.23845898](https://doi.org/10.5281/zenodo.23845898) **Version** 1.0.0, released October 31, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [CDC National Center for Health Statistics, National Vital Statistics System](https://www.cdc.gov/nchs/nvss/marriage-divorce.htm) **Next update** December 4, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/marriage-divorce/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/marriage-divorce/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/marriage-divorce/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/marriage-divorce/cite.bib) ### [Mass-tort docket tracker, federal MDL pending actions by month since 2019](https://probativegrowth.com/research/mass-tort-mdl-tracker/) Cite as Probative Growth, Mass-tort docket tracker, federal MDL pending actions by month since 2019, 2026, https://doi.org/10.5281/zenodo.23963811 **DOI** [10.5281/zenodo.23963811](https://doi.org/10.5281/zenodo.23963811) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [jpml.uscourts.gov](https://www.jpml.uscourts.gov/sites/jpml/files/Pending_MDL_Dockets_By_Actions_Pending-October-1-2026.pdf) **Next update** December 12, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/research/mass-tort-mdl-tracker/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/mdl/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/mdl/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/mdl/cite.bib) ### [Mine accidents, injuries and illnesses by state, county and degree of injury (MSHA), 2000 to 2026](https://probativegrowth.com/data/mine-accidents/) Cite as Probative Growth, Mine accidents, injuries and illnesses by state, county and degree of injury (MSHA), 2000 to 2026, 2026, https://doi.org/10.5281/zenodo.23963820 **DOI** [10.5281/zenodo.23963820](https://doi.org/10.5281/zenodo.23963820) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Mine Safety and Health Administration, U.S. Department of Labor](https://arlweb.msha.gov/OpenGovernmentData/OGIMSHA.asp) **Next update** December 14, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/mine-accidents/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/mine-accidents/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/mine-accidents/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/mine-accidents/cite.bib) ### [Mortgage delinquency by county and state (CFPB Mortgage Performance Trends), monthly from 2008](https://probativegrowth.com/data/mortgage-delinquency/) Cite as Probative Growth, Mortgage delinquency by county and state (CFPB Mortgage Performance Trends), monthly from 2008, 2026, https://doi.org/10.5281/zenodo.23845905 **DOI** [10.5281/zenodo.23845905](https://doi.org/10.5281/zenodo.23845905) **Version** 1.0.0, released October 31, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Consumer Financial Protection Bureau, Mortgage Performance Trends](https://www.consumerfinance.gov/data-research/mortgage-performance-trends/download-the-data/) **Next update** March 14, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/mortgage-delinquency/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/mortgage-delinquency/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/mortgage-delinquency/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/mortgage-delinquency/cite.bib) ### [Mortgage applications, loans and denials by county: home purchase and refinance lending from HMDA](https://probativegrowth.com/data/mortgage-lending/) Cite as Probative Growth, Mortgage applications, loans and denials by county: home purchase and refinance lending from HMDA, 2026, https://doi.org/10.5281/zenodo.23963883 **DOI** [10.5281/zenodo.23963883](https://doi.org/10.5281/zenodo.23963883) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Federal Financial Institutions Examination Council (HMDA, operated by the CFPB)](https://ffiec.cfpb.gov/data-browser/) **Next update** December 3, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/mortgage-lending/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/mortgage-lending/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/mortgage-lending/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/mortgage-lending/cite.bib) ### [Noncitizen population by state and county (Census ACS, table B05001)](https://probativegrowth.com/data/noncitizen-population/) Cite as Probative Growth, Noncitizen population by state and county (Census ACS, table B05001), 2026, https://doi.org/10.5281/zenodo.23963957 **DOI** [10.5281/zenodo.23963957](https://doi.org/10.5281/zenodo.23963957) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Census Bureau](https://api.census.gov/data/2024/acs/acs5) **Next update** December 5, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/noncitizen-population/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/noncitizen-population/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/noncitizen-population/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/noncitizen-population/cite.bib) ### [Nursing home fines and harm citations by county: CMS penalties, actual-harm, immediate-jeopardy and abuse citations](https://probativegrowth.com/data/nursing-homes/) Cite as Probative Growth, Nursing home fines and harm citations by county: CMS penalties, actual-harm, immediate-jeopardy and abuse citations, 2026, https://doi.org/10.5281/zenodo.23964018 **DOI** [10.5281/zenodo.23964018](https://doi.org/10.5281/zenodo.23964018) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Centers for Medicare & Medicaid Services (CMS)](https://data.cms.gov/provider-data/dataset/4pq5-n9py) - [Centers for Medicare & Medicaid Services (CMS)](https://data.cms.gov/provider-data/dataset/g6vv-u9sr) - [Centers for Medicare & Medicaid Services (CMS)](https://data.cms.gov/provider-data/dataset/r5ix-sfxw) - [Centers for Medicare & Medicaid Services (CMS)](https://data.cms.gov/provider-data/dataset/xcdc-v8bm) **Next update** December 2, 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/nursing-homes/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/nursing-homes/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/nursing-homes/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/nursing-homes/cite.bib) ### [Attorneys registered with the New York courts, by county, status and year of admission (NYS Office of Court Administration)](https://probativegrowth.com/data/ny-attorneys/) Cite as Probative Growth, Attorneys registered with the New York courts, by county, status and year of admission (NYS Office of Court Administration), 2026, https://doi.org/10.5281/zenodo.23964055 **DOI** [10.5281/zenodo.23964055](https://doi.org/10.5281/zenodo.23964055) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [NYS Unified Court System, Office of Court Administration](https://data.ny.gov/Transparency/NYS-Attorney-Registrations/eqw2-r5nb) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/totals/co-est2025-alldata.csv) **Next update** January 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/ny-attorneys/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/ny-attorneys/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/ny-attorneys/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/ny-attorneys/cite.bib) ### [New York workers' compensation claims by county and accident year](https://probativegrowth.com/data/ny-workers-comp/) Cite as Probative Growth, New York workers' compensation claims by county and accident year, 2026, https://doi.org/10.5281/zenodo.23964068 **DOI** [10.5281/zenodo.23964068](https://doi.org/10.5281/zenodo.23964068) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [New York State Workers' Compensation Board (published on NY Open Data)](https://data.ny.gov/d/jshw-gkgu) - [New York State Workers' Compensation Board (published on NY Open Data)](https://data.ny.gov/d/mcn4-pzd9) - [New York State Workers' Compensation Board (published on NY Open Data)](https://data.ny.gov/d/sijp-fgte) - [State of New York (OPEN-NY)](https://data.ny.gov/dataset/OPEN-NY-Terms-Of-Use/77gx-ii52) **Next update** December 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/ny-workers-comp/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/ny-workers-comp/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/ny-workers-comp/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/ny-workers-comp/cite.bib) ### [Legal-marketing ethics opinions, 2004–2026](https://probativegrowth.com/data/opinions/) Cite as Probative Growth, Legal-marketing ethics opinions, 2004–2026, 2026, https://doi.org/10.5281/zenodo.23969437 **DOI** [10.5281/zenodo.23969437](https://doi.org/10.5281/zenodo.23969437) **Version** 2.0.1, released November 5, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [nysba.org](https://nysba.org/) - [njcourts.gov](https://www.njcourts.gov/) - [osbar.org](https://www.osbar.org/) **Next update** February 2, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/opinions/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/opinions/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/opinions/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/opinions/cite.bib) ### [OSHA inspections and penalties by state and industry (DOL enforcement data)](https://probativegrowth.com/data/osha-enforcement/) Cite as Probative Growth, OSHA inspections and penalties by state and industry (DOL enforcement data), 2026, https://doi.org/10.5281/zenodo.23850661 **DOI** [10.5281/zenodo.23850661](https://doi.org/10.5281/zenodo.23850661) **Version** 1.0.0, released November 1, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Labor](https://data.dol.gov/data-catalog/OSHA/inspection) - [U.S. Department of Labor](https://data.dol.gov/data-catalog/OSHA/violation) **Next update** December 2, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/osha-enforcement/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/osha-enforcement/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/osha-enforcement/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/osha-enforcement/cite.bib) ### [Legal ad-platform policy tracker](https://probativegrowth.com/data/platforms/) Cite as Probative Growth, Legal ad-platform policy tracker, 2026, https://doi.org/10.5281/zenodo.23898135 **DOI** [10.5281/zenodo.23898135](https://doi.org/10.5281/zenodo.23898135) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [support.google.com](https://support.google.com/adspolicy/answer/10249050?hl=en) - [help.ads.microsoft.com](https://help.ads.microsoft.com/) - [transparency.meta.com](https://transparency.meta.com/policies/ad-standards/) **Next update** December 9, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/platforms/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/platforms/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/platforms/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/platforms/cite.bib) ### [Deaths, births, migration and older residents by county (Census population estimates), 2020 to 2025](https://probativegrowth.com/data/population-change/) Cite as Probative Growth, Deaths, births, migration and older residents by county (Census population estimates), 2020 to 2025, 2026, https://doi.org/10.5281/zenodo.23845912 **DOI** [10.5281/zenodo.23845912](https://doi.org/10.5281/zenodo.23845912) **Version** 1.0.0, released October 31, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Census Bureau, Population Estimates Program](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/totals/co-est2025-alldata.csv) - [U.S. Census Bureau, Population Estimates Program (county age and sex)](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/asrh/cc-est2025-agesex-all.csv) - [U.S. Census Bureau, Population Estimates Program (national and state totals)](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/state/totals/NST-EST2025-ALLDATA.csv) **Next update** March 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/population-change/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/population-change/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/population-change/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/population-change/cite.bib) ### [Official public statistics behind the practice and state pages: bankruptcy, employment, immigration and personal injury](https://probativegrowth.com/data/practice-official/) Cite as Probative Growth, Official public statistics behind the practice and state pages: bankruptcy, employment, immigration and personal injury, 2026, https://doi.org/10.5281/zenodo.23782885 **DOI** [10.5281/zenodo.23782885](https://doi.org/10.5281/zenodo.23782885) **Version** 1.0.0, released October 29, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Courts](https://www.uscourts.gov/data-news/data-tables/2026/06/30/bankruptcy-filings/f-5a) - [U.S. Courts](https://www.uscourts.gov/data-news/data-tables/2025/06/30/bankruptcy-filings/f-5a) - [U.S. Equal Employment Opportunity Commission](https://www.eeoc.gov/statistics/enforcement/charges-by-state) - [NHTSA Fatality Analysis Reporting System (FARS)](https://www.nhtsa.gov/research-data/fatality-analysis-reporting-system-fars) - [U.S. Census Bureau](https://data.census.gov/table/ACSDT1Y2024.B05002) **Next update** March 6, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/practice-official/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/practice-official/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/practice-official/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/practice-official/cite.bib) ### [Consumer product recalls by year and hazard (CPSC recall notices)](https://probativegrowth.com/data/product-recalls/) Cite as Probative Growth, Consumer product recalls by year and hazard (CPSC recall notices), 2026, https://doi.org/10.5281/zenodo.23964084 **DOI** [10.5281/zenodo.23964084](https://doi.org/10.5281/zenodo.23964084) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Consumer Product Safety Commission](https://www.cpsc.gov/Recalls/CPSC-Recalls-Application-Program-Interface-API-Information) **Next update** December 13, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/product-recalls/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/product-recalls/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/product-recalls/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/product-recalls/cite.bib) ### [Railroad casualties and crossing incidents by county (FRA Forms 55a, 57 and 54)](https://probativegrowth.com/data/rail-casualties/) Cite as Probative Growth, Railroad casualties and crossing incidents by county (FRA Forms 55a, 57 and 54), 2026, https://doi.org/10.5281/zenodo.23964086 **DOI** [10.5281/zenodo.23964086](https://doi.org/10.5281/zenodo.23964086) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Transportation, Federal Railroad Administration (Office of Railroad Safety)](https://data.transportation.gov/d/bx7m-yn3v) - [U.S. Department of Transportation, Federal Railroad Administration (Office of Railroad Safety)](https://data.transportation.gov/d/uwah-u9bn) - [U.S. Department of Transportation, Federal Railroad Administration (Office of Railroad Safety)](https://data.transportation.gov/d/jm8x-ccxs) - [U.S. Department of Transportation, Federal Railroad Administration (Office of Railroad Safety)](https://data.transportation.gov/d/kuvg-3uwp) - [U.S. Department of Transportation, Federal Railroad Administration (Office of Railroad Safety)](https://data.transportation.gov/d/icqf-xf4w) **Next update** December 13, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/rail-casualties/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/rail-casualties/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/rail-casualties/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/rail-casualties/cite.bib) ### [Referral-fee and fee-splitting rules for lawyers, by state](https://probativegrowth.com/resources/attorney-referral-fee-rules-by-state/) Cite as Probative Growth, Referral-fee and fee-splitting rules for lawyers, by state, 2026, https://doi.org/10.5281/zenodo.23964121 **DOI** [10.5281/zenodo.23964121](https://doi.org/10.5281/zenodo.23964121) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [legacy.utcourts.gov](https://legacy.utcourts.gov/rules/view.php?type=scrp&rule=3-5.8) - [www-media.floridabar.org](https://www-media.floridabar.org/uploads/2026/10/2027_04-OCT-Chapter-4-RRTFB-1.pdf) - [calbar.ca.gov](https://www.calbar.ca.gov/Portals/0/documents/rules/Rules-of-Professional-Conduct.pdf) **Next update** February 2, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/resources/attorney-referral-fee-rules-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/referral/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/referral/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/referral/cite.bib) ### [Unwanted-call and text-message complaints to the FCC, by state and month](https://probativegrowth.com/data/robocall-complaints/) Cite as Probative Growth, Unwanted-call and text-message complaints to the FCC, by state and month, 2026, https://doi.org/10.5281/zenodo.23964125 **DOI** [10.5281/zenodo.23964125](https://doi.org/10.5281/zenodo.23964125) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Federal Communications Commission](https://opendata.fcc.gov/Consumer/CGB-Consumer-Complaints-Data/3xyp-aqkj) - [U.S. Federal Communications Commission](https://opendata.fcc.gov/resource/3xyp-aqkj.json) - [U.S. Census Bureau](https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/state/totals/NST-EST2025-ALLDATA.csv) **Next update** December 11, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/robocall-complaints/) · [Study built on it](https://probativegrowth.com/research/robocall-and-text-complaints-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/robocall-complaints/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/robocall-complaints/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/robocall-complaints/cite.bib) ### [Google searches for a lawyer by practice area and state, English and Spanish (Google Ads Keyword Planner, Trends and Autocomplete)](https://probativegrowth.com/data/search-demand/) Cite as Probative Growth, Google searches for a lawyer by practice area and state, English and Spanish (Google Ads Keyword Planner, Trends and Autocomplete), 2026, https://doi.org/10.5281/zenodo.23877019 **DOI** [10.5281/zenodo.23877019](https://doi.org/10.5281/zenodo.23877019) **Version** 1.1.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 3 most cited)** - [ads.google.com](https://ads.google.com/home/tools/keyword-planner/) - [trends.google.com](https://trends.google.com/trends/) - [Probative Growth](https://probativegrowth.com/data/firm-web-census/) **Next update** October 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/search-demand/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/search-demand/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/search-demand/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/search-demand/cite.bib) ### [Google search landscape for legal searches: directories, videos, People Also Ask and how concentrated the top 10 is](https://probativegrowth.com/data/serp-landscape/) Cite as Probative Growth, Google search landscape for legal searches: directories, videos, People Also Ask and how concentrated the top 10 is, 2026, https://doi.org/10.5281/zenodo.23964129 **DOI** [10.5281/zenodo.23964129](https://doi.org/10.5281/zenodo.23964129) **Version** 1.1.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Main sources (the 1 most cited)** - [google.com](https://www.google.com/) **Next update** March 9, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/serp-landscape/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/serp-landscape/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/serp-landscape/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/serp-landscape/cite.bib) ### [State civil-rights agency complaints and charges: figures printed in state annual reports](https://probativegrowth.com/data/state-civil-rights/) Cite as Probative Growth, State civil-rights agency complaints and charges: figures printed in state annual reports, 2026, https://doi.org/10.5281/zenodo.23964131 **DOI** [10.5281/zenodo.23964131](https://doi.org/10.5281/zenodo.23964131) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [California Civil Rights Department](https://calcivilrights.ca.gov/wp-content/uploads/sites/32/2025/11/CRD-2024-Annual-Report.pdf) - [Illinois Department of Human Rights](https://dhr.illinois.gov/about-us/idhr-reports.html) - [Pennsylvania Human Relations Commission](https://data.pa.gov/Employment-First/Human-Relations-Complaints-of-Discrimination-State/i3hm-qnwp) **Next update** December 2, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/state-civil-rights/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/state-civil-rights/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/state-civil-rights/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/state-civil-rights/cite.bib) ### [State trial-court case filings by county, court level and case type: Texas, Washington, Maryland, Indiana, Wisconsin, Virginia, Pennsylvania, Oregon, West Virginia, Nebraska, Maine, California, Louisiana and Hawaii](https://probativegrowth.com/data/state-courts/) Cite as Probative Growth, State trial-court case filings by county, court level and case type: Texas, Washington, Maryland, Indiana, Wisconsin, Virginia, Pennsylvania, Oregon, West Virginia, Nebraska, Maine, California, Louisiana and Hawaii, 2026, https://doi.org/10.5281/zenodo.23964136 **DOI** [10.5281/zenodo.23964136](https://doi.org/10.5281/zenodo.23964136) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Texas Office of Court Administration](https://www.txcourts.gov/statistics/annual-statistical-reports/2025/) - [Texas Office of Court Administration](https://www.txcourts.gov/statistics/annual-statistical-reports/2024/) - [Washington Administrative Office of the Courts](https://www.courts.wa.gov/caseload/) - [Maryland Judiciary](https://www.mdcourts.gov/dashboard/about) - [Indiana Office of Judicial Administration](https://www.in.gov/courts/iocs/statistics/trial-probation) - [Wisconsin Director of State Courts Office](https://www.wicourts.gov/publications/statistics/circuit/circuitstats.htm) - [Supreme Court of Virginia, Office of the Executive Secretary](https://www.vacourts.gov/courtadmin/aoc/djs/programs/cpss/home) - [Administrative Office of Pennsylvania Courts](https://www.pacourts.us/news-and-statistics/research-and-statistics/caseload-statistics) - [Oregon Judicial Department](https://www.courts.oregon.gov/about/Pages/reports-measures.aspx) - [Supreme Court of Appeals of West Virginia](https://www.courtswv.gov/court-administration/statistics) - [Nebraska Judicial Branch, Administrative Office of the Courts and Probation](https://nebraskajudicial.gov/administration/publications-reports/publications-reports-archive) - [Maine Judicial Branch, Administrative Office of the Courts](https://www.courts.maine.gov/about/reports-data.html) - [Judicial Council of California](https://courts.ca.gov/news-reference/reports-and-statistics) - [Supreme Court of Louisiana, Judicial Administrator's Office](https://www.lasc.org/press_room/annual_reports/reports/2025_Annual_Report.pdf) - [Hawaii State Judiciary](https://www.courts.state.hi.us/wp-content/uploads/2026/02/FY2025_annual_report_statistical_supplement_Final_Draft-2.pdf) **Next update** December 4, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/state-courts/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/state-courts/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/state-courts/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/state-courts/cite.bib) ### [State labor agency wage claims: figures printed in state reports](https://probativegrowth.com/data/state-wage-claims/) Cite as Probative Growth, State labor agency wage claims: figures printed in state reports, 2026, https://doi.org/10.5281/zenodo.23753046 **DOI** [10.5281/zenodo.23753046](https://doi.org/10.5281/zenodo.23753046) **Version** 1.0.0, released October 29, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [California Labor Commissioner's Office, Department of Industrial Relations](https://www.dir.ca.gov/DLSE/Labor-Code-Section-96.1-2021.pdf) - [Washington Department of Labor & Industries](https://lni.wa.gov/agency/_docs/2024WorkplaceRightsInvestigationsReport.pdf) **Next update** December 4, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/state-wage-claims/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/state-wage-claims/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/state-wage-claims/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/state-wage-claims/cite.bib) ### [Toxic chemical releases by county (EPA Toxics Release Inventory)](https://probativegrowth.com/data/toxic-releases/) Cite as Probative Growth, Toxic chemical releases by county (EPA Toxics Release Inventory), 2026, https://doi.org/10.5281/zenodo.23964168 **DOI** [10.5281/zenodo.23964168](https://doi.org/10.5281/zenodo.23964168) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Environmental Protection Agency, Toxics Release Inventory (TRI) Program](https://www.epa.gov/toxics-release-inventory-tri-program/tri-basic-data-files-calendar-years-1987-present) - [U.S. Environmental Protection Agency, Toxics Release Inventory (TRI) Program (per-state TRI Basic Data Files, second-source control in check.py)](https://data.epa.gov/efservice/downloads/tri/mv_tri_basic_download/2024_TX/csv) **Next update** December 3, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/toxic-releases/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/toxic-releases/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/toxic-releases/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/toxic-releases/cite.bib) ### [Truck and bus crashes by county, state and year (FMCSA crash file)](https://probativegrowth.com/data/truck-crashes/) Cite as Probative Growth, Truck and bus crashes by county, state and year (FMCSA crash file), 2026, https://doi.org/10.5281/zenodo.23964187 **DOI** [10.5281/zenodo.23964187](https://doi.org/10.5281/zenodo.23964187) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Federal Motor Carrier Safety Administration (U.S. Department of Transportation)](https://data.transportation.gov/Trucking-and-Motorcoaches/Crash-File/aayw-vxb3) - [Federal Motor Carrier Safety Administration (U.S. Department of Transportation)](https://data.transportation.gov/Trucking-and-Motorcoaches/Company-Census-File/az4n-8mr2) **Next update** December 12, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/truck-crashes/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/truck-crashes/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/truck-crashes/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/truck-crashes/cite.bib) ### [Texas employers without workers' compensation coverage (non-subscribers), by county](https://probativegrowth.com/data/tx-nonsubscribers/) Cite as Probative Growth, Texas employers without workers' compensation coverage (non-subscribers), by county, 2026, https://doi.org/10.5281/zenodo.23964216 **DOI** [10.5281/zenodo.23964216](https://doi.org/10.5281/zenodo.23964216) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Texas Department of Insurance, Division of Workers' Compensation](https://data.texas.gov/Business-and-Economy/Workers-compensation-non-subscriber-employer-informa/azae-8krr) - [U.S. Census Bureau](https://www2.census.gov/geo/docs/maps-data/data/rel2020/zcta520/tab20_zcta520_county20_natl.txt) **Next update** December 14, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/tx-nonsubscribers/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/tx-nonsubscribers/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/tx-nonsubscribers/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/tx-nonsubscribers/cite.bib) ### [County and state unemployment: BLS Local Area Unemployment Statistics, annual averages and latest month](https://probativegrowth.com/data/unemployment/) Cite as Probative Growth, County and state unemployment: BLS Local Area Unemployment Statistics, annual averages and latest month, 2026, https://doi.org/10.5281/zenodo.23964225 **DOI** [10.5281/zenodo.23964225](https://doi.org/10.5281/zenodo.23964225) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics](https://www.bls.gov/lau/) - [U.S. Bureau of Labor Statistics](https://download.bls.gov/pub/time.series/la/la.data.64.County) - [U.S. Bureau of Labor Statistics](https://download.bls.gov/pub/time.series/la/la.data.2.AllStatesU) **Next update** December 2, 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/unemployment/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/unemployment/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/unemployment/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/unemployment/cite.bib) ### [Union membership and representation by state (BLS Union Members), 2024 and 2025](https://probativegrowth.com/data/union-membership/) Cite as Probative Growth, Union membership and representation by state (BLS Union Members), 2024 and 2025, 2026, https://doi.org/10.5281/zenodo.23845987 **DOI** [10.5281/zenodo.23845987](https://doi.org/10.5281/zenodo.23845987) **Version** 1.0.0, released October 31, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics, Union Members (Current Population Survey)](https://www.bls.gov/news.release/union2.t05.htm) **Next update** January 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/union-membership/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/union-membership/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/union-membership/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/union-membership/cite.bib) ### [USCIS naturalization and green card applications by field office](https://probativegrowth.com/data/uscis-offices/) Cite as Probative Growth, USCIS naturalization and green card applications by field office, 2026, https://doi.org/10.5281/zenodo.23964258 **DOI** [10.5281/zenodo.23964258](https://doi.org/10.5281/zenodo.23964258) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Citizenship and Immigration Services (Chief Data and Analytics Office)](https://www.uscis.gov/tools/reports-and-studies/immigration-and-citizenship-data) - [U.S. Citizenship and Immigration Services (Chief Data and Analytics Office)](https://www.uscis.gov/sites/default/files/document/data/n400_performance_data_fy2026_q3_v1.xlsx) - [U.S. Citizenship and Immigration Services (Chief Data and Analytics Office)](https://www.uscis.gov/sites/default/files/document/data/i485_performance_data_fy2026_q3_v1.xlsx) - [U.S. Citizenship and Immigration Services (Chief Data and Analytics Office)](https://www.uscis.gov/sites/default/files/document/data/quarterly_all_forms_fy2026_q3_v1.xlsx) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/uscis-offices/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/uscis-offices/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/uscis-offices/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/uscis-offices/cite.bib) ### [VA disability compensation recipients by county and combined rating](https://probativegrowth.com/data/va-compensation/) Cite as Probative Growth, VA disability compensation recipients by county and combined rating, 2026, https://doi.org/10.5281/zenodo.23898138 **DOI** [10.5281/zenodo.23898138](https://doi.org/10.5281/zenodo.23898138) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Veterans Affairs (Veterans Benefits Administration; National Center for Veterans Analysis and Statistics)](https://www.data.va.gov/d/95an-zhhy) - [U.S. Department of Veterans Affairs (Veterans Benefits Administration; National Center for Veterans Analysis and Statistics)](https://www.data.va.gov/d/74ts-jsvb) - [U.S. Department of Veterans Affairs, Veterans Benefits Administration (Annual Benefits Report FY 2025, Compensation)](https://www.benefits.va.gov/REPORTS/abr/docs/2025-compensation.pdf) **Next update** January 2027 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/va-compensation/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/va-compensation/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/va-compensation/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/va-compensation/cite.bib) ### [VA disability compensation, pension and survivor dollars by county (VA GDX report)](https://probativegrowth.com/data/va-spending/) Cite as Probative Growth, VA disability compensation, pension and survivor dollars by county (VA GDX report), 2026, https://doi.org/10.5281/zenodo.23964263 **DOI** [10.5281/zenodo.23964263](https://doi.org/10.5281/zenodo.23964263) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Veterans Affairs, National Center for Veterans Analysis and Statistics (GDX)](https://www.va.gov/VETDATA/docs/GDX/GDX_FY25.xlsx) - [U.S. Department of Veterans Affairs, National Center for Veterans Analysis and Statistics (GDX report page)](https://www.va.gov/vetdata/expenditures.asp) **Next update** December 3, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/va-spending/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/va-spending/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/va-spending/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/va-spending/cite.bib) ### [Vehicle safety complaints by state, make and model year (NHTSA complaint file)](https://probativegrowth.com/data/vehicle-complaints/) Cite as Probative Growth, Vehicle safety complaints by state, make and model year (NHTSA complaint file), 2026, https://doi.org/10.5281/zenodo.23964283 **DOI** [10.5281/zenodo.23964283](https://doi.org/10.5281/zenodo.23964283) **Version** 2.0.0, released November 5, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [National Highway Traffic Safety Administration (U.S. Department of Transportation), Office of Defects Investigation](https://static.nhtsa.gov/odi/ffdd/cmpl/FLAT_CMPL.zip) - [National Highway Traffic Safety Administration (U.S. Department of Transportation), Office of Defects Investigation](https://static.nhtsa.gov/odi/ffdd/rcl/FLAT_RCL_POST_2010.zip) **Next update** December 12, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/vehicle-complaints/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/vehicle-complaints/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/vehicle-complaints/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/vehicle-complaints/cite.bib) ### [VA-accredited attorneys and claims agents per veteran, by state, with county counts and Board of Veterans' Appeals outcomes by type of representation](https://probativegrowth.com/data/veterans-representation/) Cite as Probative Growth, VA-accredited attorneys and claims agents per veteran, by state, with county counts and Board of Veterans' Appeals outcomes by type of representation, 2026, https://doi.org/10.5281/zenodo.23964365 **DOI** [10.5281/zenodo.23964365](https://doi.org/10.5281/zenodo.23964365) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Department of Veterans Affairs, Office of General Counsel](https://www.va.gov/ogc/apps/accreditation/) - [U.S. Department of Veterans Affairs, National Center for Veterans Analysis and Statistics](https://www.va.gov/VETDATA/docs/Demographics/New_Vetpop_Model/9L_VetPop2023_County_NCVAS.xlsx) - [U.S. Department of Veterans Affairs, National Center for Veterans Analysis and Statistics](https://www.va.gov/VETDATA/docs/Demographics/New_Vetpop_Model/6L_VetPop2023_State_NCVAS.xlsx) - [U.S. Census Bureau](https://www2.census.gov/geo/docs/maps-data/data/rel2020/zcta520/tab20_zcta520_county20_natl.txt) - [U.S. Department of Veterans Affairs, Board of Veterans' Appeals](https://department.va.gov/board-of-veterans-appeals/wp-content/uploads/sites/19/2025/04/2024_bva2024ar.pdf) **Next update** November 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/veterans-representation/) · [Study built on it](https://probativegrowth.com/research/veterans-disability-representation/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/veterans-representation/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/veterans-representation/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/veterans-representation/cite.bib) ### [Wage-and-hour and OSHA enforcement by county, state, act and industry (U.S. Department of Labor)](https://probativegrowth.com/data/wage-enforcement/) Cite as Probative Growth, Wage-and-hour and OSHA enforcement by county, state, act and industry (U.S. Department of Labor), 2026, https://doi.org/10.5281/zenodo.23898146 **DOI** [10.5281/zenodo.23898146](https://doi.org/10.5281/zenodo.23898146) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Wage and Hour Division, U.S. Department of Labor](https://dataportal.dol.gov/datasets/10362) - [Occupational Safety and Health Administration, U.S. Department of Labor](https://dataportal.dol.gov/datasets/10334) - [Occupational Safety and Health Administration, U.S. Department of Labor](https://dataportal.dol.gov/datasets/10338) - [U.S. Census Bureau](https://www2.census.gov/geo/docs/maps-data/data/rel2020/zcta520/tab20_zcta520_county20_natl.txt) **Next update** December 12, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/wage-enforcement/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/wage-enforcement/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/wage-enforcement/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/wage-enforcement/cite.bib) ### [WARN Act layoff and closure notices by county: California and Texas](https://probativegrowth.com/data/warn-layoffs/) Cite as Probative Growth, WARN Act layoff and closure notices by county: California and Texas, 2026, https://doi.org/10.5281/zenodo.23964377 **DOI** [10.5281/zenodo.23964377](https://doi.org/10.5281/zenodo.23964377) **Version** 2.0.0, released November 4, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [California Employment Development Department](https://edd.ca.gov/en/jobs_and_training/layoff_services_warn) - [Texas Workforce Commission](https://data.texas.gov/Labor-and-Employment/Worker-Adjustment-and-Retraining-Notification-WARN-/8w53-c4f6) **Next update** December 12, 2026 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/warn-layoffs/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/warn-layoffs/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/warn-layoffs/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/warn-layoffs/cite.bib) ### [Workers' compensation maximum weekly benefit by state: the cap on total-disability pay in each state](https://probativegrowth.com/data/wc-benefits/) Cite as Probative Growth, Workers' compensation maximum weekly benefit by state: the cap on total-disability pay in each state, 2026, https://doi.org/10.5281/zenodo.23969440 **DOI** [10.5281/zenodo.23969440](https://doi.org/10.5281/zenodo.23969440) **Version** 1.1.1, released November 5, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [Alaska Department of Labor and Workforce Development](https://labor.alaska.gov/wc/benefitcalculator.htm) - [California Department of Industrial Relations, Division of Workers' Compensation](https://www.dir.ca.gov/DIRNews/2025/2025-116.html) - [Connecticut Workers' Compensation Commission](https://portal.ct.gov/wcc/knowledge-base/articles/news-and-memos/2026/memo-2026-05) - [Delaware Department of Labor, Division of Industrial Affairs](https://industrialaffairs.delaware.gov/hubfs/Workers_Compensation_Rate_Letter_2025%20(1).pdf?hsLang=en) - [Florida Department of Financial Services, Division of Workers' Compensation](https://myfloridacfo.com/docs-sf/workers-compensation-libraries/workers-comp-documents/bulletins/max-comp-rate-2026---information-bulletin.pdf) - [North Dakota Workforce Safety & Insurance](https://www.workforcesafety.com/about-wsi/reports/north-dakota-weekly-benefit-levels) - [South Carolina Workers' Compensation Commission](https://www.wcc.sc.gov/sites/wcc/files/Documents/Update.News/Advisory%20Notice/Advisory%20Notice%202026%20Maximum%20Weekly%20Compensation%20Rate_2.pdf) - [Minnesota Department of Labor and Industry](https://www.dli.mn.gov/sites/default/files/pdf/annladj.pdf) - [Texas Department of Insurance, Division of Workers' Compensation](https://www.tdi.texas.gov/wc/employee/maxminbens.html) - [Montana Department of Labor & Industry, Employment Relations Division](https://erd.dli.mt.gov/_docs/work-comp-claims/claims-assistance/FY27_Compensation_Rates-Past.pdf) - [District of Columbia Department of Employment Services](https://does.dc.gov/sites/default/files/dc/sites/does/publication/attachments/Supplemental%20Allowance%20Min-Max%202026.pdf) - [Tennessee Bureau of Workers' Compensation](https://www.tn.gov/workforce/injuries-at-work/bwc-newsroom/2026/7/10/2026-workers-compensation-legislative-changes-tennessee.html) - [Hawaii Department of Labor and Industrial Relations, Disability Compensation Division](https://labor.hawaii.gov/dcd/files/2025/12/2026-Maximum-Weekly-Wage-Base.pdf) - [Kentucky Department of Workers' Claims](https://elc.ky.gov/Workers-Compensation/Workers%20Compensation/2026%20Workers'%20Compensation%20Benefit%20Schedule.pdf) - [Idaho Industrial Commission](https://iic.idaho.gov/wp-content/uploads/2025/09/2026-Benefit-Table-Only.pdf) - [Georgia State Board of Workers' Compensation](https://sbwc.georgia.gov/frequently-asked-questions/workers-compensation-law-faqs) - [Indiana Worker's Compensation Board](https://www.in.gov/wcb/files/PPIandTTD-benefits2023.pdf) - [Iowa Division of Industrial Services](https://dial.iowa.gov/current-rate-information) - [Michigan Department of Labor and Economic Opportunity, Workers' Disability Compensation Agency](https://www.michigan.gov/leo/-/media/Project/Websites/leo/Documents/WDCA-Calculation-Program/wca_2026_Rate_Book.pdf) - [South Dakota Department of Labor and Regulation](https://dlr.sd.gov/workers_compensation/rates.aspx) - [Utah Labor Commission](https://laborcommission.utah.gov/wp-content/uploads/2026-Quick-Reference-Guide.pdf) - [Wisconsin Department of Workforce Development](https://dwd.wisconsin.gov/wc/letters/insurance/ins-letter-549.htm) - [New Jersey Department of Labor and Workforce Development](https://www.nj.gov/labor/lwdhome/press/2025/20251229_newbenefitrates2026.shtml) - [New York Workers' Compensation Board](https://www.wcb.ny.gov/content/main/Workers/ScheduleMaxWeeklyBenefit.jsp) - [North Carolina Industrial Commission](https://www.ic.nc.gov/ncic/pages/maxrates.html) - [Ohio Bureau of Workers' Compensation](https://dam.assets.ohio.gov/image/upload/info.bwc.ohio.gov/Workers/CompRates.pdf) - [Pennsylvania Department of Labor & Industry](https://www.pa.gov/agencies/dli/programs-services/workers-compensation/workers--compensation-claim/statewide-average-weekly-wage-saww) - [Illinois Workers' Compensation Commission](https://iwcc.illinois.gov/resources/resources-for/benefits.html) - [Maine Workers' Compensation Board](https://www.maine.gov/wcb/Departments/claims/saww/2026_SAWW_Notice_rev_8-14-26.pdf) - [Missouri Department of Labor and Industrial Relations, Division of Workers' Compensation](https://labor.mo.gov/sites/labor/files/media/pdf/2026/06/State_Average_Weekly%20Wage_and_Maximums_FY%202027%20Memo.pdf) - [Mississippi Workers' Compensation Commission](https://mwcc.ms.gov/#/maximumBenefitMileageRatesChart) - [Nebraska Workers' Compensation Court](https://www.newcc.gov/service-providers/attorneys/benefit-rates) - [Oregon Department of Consumer and Business Services, Workers' Compensation Division](https://wcd.oregon.gov/Bulletins/bul_111.pdf) - [Virginia Workers' Compensation Commission](https://workcomp.virginia.gov/documents/rates-min-max-benefits-cola-mileage) - [West Virginia Offices of the Insurance Commissioner](https://www.wvinsurance.gov/Portals/0/xls/wc/FY27_Benefit_Rates.xlsx) **Next update** March 15, 2027 (latest day we re-read the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/wc-benefits/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/wc-benefits/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/wc-benefits/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/wc-benefits/cite.bib) ### [Workplace injuries and fatal work injuries by state and industry (BLS SOII and CFOI)](https://probativegrowth.com/data/work-injuries/) Cite as Probative Growth, Workplace injuries and fatal work injuries by state and industry (BLS SOII and CFOI), 2026, https://doi.org/10.5281/zenodo.23898154 **DOI** [10.5281/zenodo.23898154](https://doi.org/10.5281/zenodo.23898154) **Version** 2.0.0, released November 2, 2026 **License** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Primary sources** - [U.S. Bureau of Labor Statistics](https://download.bls.gov/pub/time.series/is/) - [U.S. Bureau of Labor Statistics](https://www.bls.gov/iif/state-data.htm) **Next update** November 18, 2026 (new release from the source) **Method and findings** [Dataset page](https://probativegrowth.com/data/work-injuries/) · [Study built on it](https://probativegrowth.com/research/workplace-injuries-by-state/) **Reference files** [CITATION.cff](https://probativegrowth.com/data/v1/work-injuries/CITATION.cff) · [RIS](https://probativegrowth.com/data/v1/work-injuries/cite.ris) · [BibTeX](https://probativegrowth.com/data/v1/work-injuries/cite.bib) ## Questions about citing the data {#faq-h} **How do I cite a Probative dataset?** Copy the standard citation from its card: Probative Growth, the dataset title, the year it was released and the link to its DOI. The DOI points to the archived copy on Zenodo, so the figures you cite stay findable after a new version. **Can I republish the figures in an article or a chart?** Yes. The data carries the Creative Commons Attribution license (CC BY) shown on each card: you can reuse, adapt and publish it, including commercially, as long as you credit Probative Growth and link to the source. The standard citation meets that condition. **When does the data change?** Each card gives the next update: the new release the source itself announces, or the latest day we re-read it. The data calendar collects every date in one .ics file. **Where are the method and the findings?** On each dataset’s page, which explains how it was built, its limits and its sources, and in the study built on the data where there is one. Confirmed corrections are in the corrections log. [All datasets, with downloads, API and MCP](https://probativegrowth.com/data/) · [Corrections log](https://probativegrowth.com/data/corrections/) Published by Probative Growth, a marketing agency for law firms. See our [services](https://probativegrowth.com/services/) and [pricing](https://probativegrowth.com/pricing/). Free ## Get your free review. {#end-h} Send us your firm’s website. Probative Growth records a 90-second video of what clients see when they look you up, and emails it with a one-page summary within 2 business days. No logins, no call needed. [Not sure where to start? Answer 7 questions](https://probativegrowth.com/law-firm-marketing-checklist/) [Ready to talk? Talk to us](https://probativegrowth.com/contact/#consult) [Or see what AI says about your firm](https://probativegrowth.com/ai-check/) **Your free review:** It covers your Google listing, website, phone and ads, from public information. 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