Every Civly dataset listed on the Snowflake Marketplace has a documentation page here: what’s in it, coverage and row counts, trial versus full scope, the full column data dictionary, sample queries, and sourcing and attribution terms.
The complete CMS OpenPayments record of pharmaceutical and device-maker payments to US physicians, cleaned and deduplicated, keyed to physician NPI with normalized names, payer, product (NDC), amount, form, and nature of payment on every record.
Parcel ownership records with owner mailing addresses compiled from county assessor and land-record sources across 22 states: owner and normalized owner name, mailing and situs addresses, sale history with prices, assessed and market values, acreage, property type, and owner-occupied and homestead flags.
Federal enforcement and compliance-screening records in six views: exclusion and debarment lists across six sources, DOJ press releases with full text, EPA-regulated facilities with compliance status, and OSHA inspections and violations with citations and penalties, and 370,964 Department of Labor wage-hour cases. Entity names are normalized for matching, with NPI on medical exclusion records.
Professional and occupational licensing records from Colorado, Connecticut, New York and Texas in one consistent table: license type, number and status, holder and business names, addresses, discipline fields, and normalized names for matching.
IRS organization and filing records in five views: officers and directors, Form 990 financial summaries, private-foundation grants and contributors, and the exempt organization directory, joined by EIN.
Department of Education EADA survey data for 2007 to 2025: athletics revenue and expenses, participation, athletic aid, recruiting and coaching figures, by institution and by sport, with booster and NIL collective records.
TV and radio political ad orders read from station FCC political files for 2026 races in 12 states, with the total each station printed, counted once per order, tying each order's original filing, revisions, signed contract and invoices together.
Federal lobbying reports from LDA.gov since 1999 with client, issues, agencies contacted, lobbyists and reported income or expenses, lobbyists’ political contribution reports since 2008, 3,747,684 state rows from 19 states (Maryland 2005–2017 only), and the Austin, Los Angeles, Cook County and Dallas registries.
Every E-Rate bid request, funding request and line item from USAC open data, funding years 2016 to 2027: which schools and libraries are shopping for internet, Wi-Fi and network equipment, who holds each contract, when it ends, and which consultants they use.
What federal agencies plan to buy, from DHS and the GSA Acquisition Gateway (estimated value, NAICS, set-aside, incumbent, planned award date), with forecasts that leave the feed kept and flagged, plus GSA ceiling rates for every labor category on the Multiple Award Schedule and 7,335,883 federal subaward reports from fiscal 2016 through 2027.
US doctors paid by drug and device companies, matched to their research papers in OpenAlex and the clinical trials they lead in ClinicalTrials.gov: paper counts, citations and h-index, research subjects and employers, each trial with the industry research money tied to it, and the payments each doctor received, keyed by NPI.
Each dataset is one listing with a free 30-day trial and a yearly subscription. During the trial, the listing’s views return a complete slice of the data, so you can check structure and coverage in your own Snowflake account before you subscribe: the complete 2024 program year for physician payments, the complete Wyoming and District of Columbia records for parcels, the complete exclusions view for enforcement, every Connecticut record for professional licensing, the organization directory plus tax-year 2025 financial filings for nonprofits, the 2024 and 2025 surveys for college athletics, Nevada for political ad buys, filing year 2024 for lobbying, Colorado schools and libraries for E-Rate, the DHS forecasts, Facilities labor rates and fiscal 2016 subawards for federal buying signals, and every Massachusetts doctor for physician researchers. After you subscribe, the same views return every record in scope. Queries written during the trial keep working without changes.
Each documentation page names the dataset’s sources and how current its data is. Questions about any listing: matthew@civly.ai