Data asset overview
Every DataForge data line, in one catalog
US government, global and commercial data lines plus AI analysis products — with sizes, record counts, pricing tiers, distribution levels and open-data links. Every figure is read from the R2-verified delivery catalog or a cited QA report; nothing is hand-typed.
- Data lines
- 37
- AI analysis products
- 6
- Verified volume
- 470 GB+
- Records
- 1.4B+
- Free open-data lines
- 22 (74 packages)
US Government Data14 lines
Built from official US federal / state open data: SEC, DOL, USCIS, USPTO, CMS, FDA, FAA, IRS, NIH/NSF, EIA and county records. Public-domain upstream (17 U.S.C. §105), curated and QA-verified.
US Work Visa & Salary Disclosures
PublicB2B onlyH-1B / PERM / LCA salary disclosure records from official DOL OFLC and USCIS files, FY2008 to present.
- Records
- 14.5M
- Volume
- 10.1 GB
- Pricing
- $99–$799
Source: delivery/catalog.json (R2-verified registry)
US Public Company Financials
PublicGatedSEC EDGAR financial statements, insider filings and 13F holdings, normalized into analysis-ready tables.
- Records
- 68.2M
- Volume
- 14.0 GB
- Pricing
- $199–$1,299
Source: delivery/catalog.json (R2-verified registry)
SEC Form D Private Placements
PublicB2B onlyPrivate fundraising events from official SEC Form D structured quarterly data (2008Q1+) with EDGAR increments.
- Records
- 4.1M
- Volume
- 574.7 MB
- Pricing
- $99–$799
Source: delivery/catalog.json (R2-verified registry)
Clinical Trials & Drug Approvals
PublicB2B onlyClinicalTrials.gov registry joined with official FDA approval data.
- Records
- 1.1M
- Volume
- 1.5 GB
- Pricing
- $299–$1,499
Source: delivery/catalog.json (R2-verified registry)
US Patents, Citations & Companies
PublicGatedB2B onlyUSPTO / PatentsView bulk data: patents, citation graph and assignee-company links (upstream CC BY 4.0).
- Records
- 255.3M
- Volume
- 64.0 GB
- Pricing
- $499–$4,999
Source: delivery/catalog.json (R2-verified registry)
US Federal Awards (USAspending)
PublicB2B onlyFederal contract and assistance awards from official USAspending archives, FY2008–present.
- Records
- 96.5M
- Volume
- 41.5 GB
- Pricing
- $99–$999
Source: delivery/catalog.json (R2-verified registry)
US Court Opinions, Dockets & Judges (CourtListener)
PublicB2B onlyOpinion-cluster metadata, dockets, judges and derived litigation signals from official CourtListener bulk data — citation graph included, no opinion full text.
- Records
- 77.5M
- Volume
- 18.5 GB
- Pricing
- $149–$1,499
Source: delivery/catalog.json (R2-verified registry)
US Residential Properties & Sale Events
PublicB2B onlyCounty / government property records and sale events (public records).
- Records
- 7.0M
- Volume
- 2.2 GB
- Pricing
- $99–$999
Source: delivery/catalog.json (R2-verified registry)
US Nonprofits — IRS 990 Financials
GatedB2B onlyLongitudinal IRS 990 filings: financials, executive compensation and grants (PII-sensitive, approval required).
- Records
- 47.5M
- Volume
- 19.8 GB
- Pricing
- $149–$1,299
Source: delivery/catalog.json (R2-verified registry)
US Medicare Providers & Payments
GatedB2B onlyCMS Medicare provider utilization and payment data (practitioner fields gated).
- Records
- 28.0M
- Volume
- 17.9 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
FDA Regulatory Intelligence
B2B onlyFDA enforcement, recalls, inspections and approvals compliance corpus (B2B delivery).
- Records
- —
- Volume
- 2.4 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
US Aircraft Registry & Airmen
GatedB2B onlyFAA aircraft registrations and airmen certificates (owner names/addresses — approval required).
- Records
- 3.2M
- Volume
- 678.0 MB
- Pricing
- $99–$899
Source: delivery/catalog.json (R2-verified registry)
US Energy Grid & Power Plants (EIA)
PublicB2B onlyEIA hourly grid balancing-authority data plus plant/generator master data and state-level prices; Refinitiv-licensed series removed.
- Records
- 152.2M
- Volume
- 2.3 GB
- Pricing
- $149–$1,499
Source: delivery/catalog.json (R2-verified registry)
US Research Grants (NIH + NSF)
PublicB2B onlyNIH RePORTER and NSF awards: projects, PIs (official public fields), amounts and publication links.
- Records
- 22.6M
- Volume
- 7.9 GB
- Pricing
- $149–$1,299
Source: delivery/catalog.json (R2-verified registry)
Global Data8 lines
Multi-country official sources: procurement portals, statistical agencies, GLEIF, IATI, OpenAlex and the five major patent offices.
Global Macro & Trade Indicators
PublicUnified long-format indicators from World Bank WDI, OECD, Eurostat, IMF WEO and UN Comtrade derived metrics.
- Records
- 9.1M
- Volume
- 1.4 GB
- Pricing
- $99–$599
Source: delivery/catalog.json (R2-verified registry)
Government Tenders & Contract Awards
PublicGatedB2B onlySAM.gov Contract Opportunities plus official multi-country procurement portal notices.
- Records
- 11.5M
- Volume
- 9.2 GB
- Pricing
- $499–$9,600
Source: delivery/catalog.json (R2-verified registry)
Global Legal Entities (GLEIF LEI)
PublicB2B onlyComplete GLEIF golden copy: LEI entities, Level 2 ownership relationships and reporting exceptions (upstream CC0).
- Records
- 13.6M
- Volume
- 4.3 GB
- Pricing
- $149–$999
Source: delivery/catalog.json (R2-verified registry)
Global Development Aid Flows (IATI)
PublicB2B onlyIATI official bulk: aid activities, transactions, budgets and participating organisations across all reporting donors.
- Records
- 19.0M
- Volume
- 1.6 GB
- Pricing
- $99–$899
Source: delivery/catalog.json (R2-verified registry)
Global Scholarly Graph (OpenAlex)
PublicB2B onlyOpenAlex works (2016+ slice), institutions, sources, topics, funders plus derived institution profiles and author mobility (upstream CC0).
- Records
- 147.8M
- Volume
- 26.0 GB
- Pricing
- $99–$799
Source: delivery/catalog.json (R2-verified registry)
China Macro & Trade Monthly Indicators
PublicGatedB2B onlyChina macro and trade monthly indicators from IMF SDMX and World Bank WDI (IMF tables approval-gated).
- Records
- 284,514
- Volume
- 12.3 MB
- Pricing
- $149–$499
Source: delivery/catalog.json (R2-verified registry)
Global Patents — Five Offices (DOCDB)
PublicGatedEPO DOCDB-derived five-office corpus (CN/EP/JP/KR/WO) merged with US: publications, citations and families.
Conditional pass (citation wording fix) — catalog registration pending
- Records
- 345.6M
- Volume
- 119.1 GB
- Pricing
- $299–$2,999
Source: docs/reports/qa-global-patents-dataset.md
Global Public Procurement (TED + OCDS)
PublicB2B onlyEU TED notices plus five OCDS jurisdictions (UK, Australia, Canada-QC, Paraguay): notices, buyer profiles and supplier award graph.
- Records
- 16.4M
- Volume
- 3.7 GB
- Pricing
- $149–$1,499
Source: delivery/catalog.json (R2-verified registry)
Commercial & Web Data15 lines
Public web sources collected without login walls or anti-bot circumvention: ATS job boards, app stores, e-commerce catalogs, plus cross-source company intelligence built on them.
Tech Job Postings & Parsed Salaries
PublicB2B onlyPublic ATS job boards (Greenhouse / Lever / Ashby) parsed into structured postings with salary and skills fields.
- Records
- 394,300
- Volume
- 1.6 GB
- Pricing
- $99–$799
Source: delivery/catalog.json (R2-verified registry)
Business POI Locations
PublicGatedBusiness points of interest from UK FHRS and US city open-data portals (license-isolated open_gov corpus).
- Records
- 10.6M
- Volume
- 7.6 GB
- Pricing
- $299–$999
Source: delivery/catalog.json (R2-verified registry)
App Store Apps & Review Sentiment
GatedB2B onlyApp metadata, chart snapshots and derived review-sentiment metrics (no review full text in packages).
- Records
- 832,620
- Volume
- 335.8 MB
- Pricing
- $149–$999
Source: delivery/catalog.json (R2-verified registry)
Shopify Products & Price History
B2B onlyShopify storefront catalogs via the standard products.json endpoint, with price-change time series (B2B delivery).
- Records
- —
- Volume
- 3.0 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
Steam Games & Reviews
B2B onlySteam catalog and review archive (raw archive, B2B delivery).
- Records
- —
- Volume
- 384.5 MB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
Website Technology Stacks
B2B onlyDetected technology stacks across public websites (raw archive, B2B delivery).
- Records
- —
- Volume
- 638.0 MB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
B2B Software Reviews & Pricing
B2B onlyB2B software review and pricing archive (raw archive, B2B delivery).
- Records
- —
- Volume
- 2.2 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
YouTube Channels & Videos
B2B onlyChannel and video metadata archive (raw archive, B2B delivery).
- Records
- —
- Volume
- 3.8 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
Podcast Shows & Episodes
B2B onlyPodcast show and episode corpus with transcripts (transcript full text, B2B delivery).
- Records
- —
- Volume
- 32.1 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
Open-Access Research Papers
B2B onlyOpen-access paper full-text archive (B2B delivery).
- Records
- —
- Volume
- 47.5 GB
- Pricing
- Contact
Source: delivery/catalog.json (R2-verified registry)
Company360 — Company Master File
GatedB2B onlyZero-collection cross-dataset company master: entities resolved across jobs, SEC, patents and web signals.
- Records
- 3.8M
- Volume
- 774.6 MB
- Pricing
- $199–$999
Source: delivery/catalog.json (R2-verified registry)
Hiring Signals — Company Intelligence
PublicB2B onlyTech-adoption and team-building signals derived from job postings (no JD text).
- Records
- 115,976
- Volume
- 235.8 MB
- Pricing
- $99–$599
Source: delivery/catalog.json (R2-verified registry)
App Review Complaint Benchmarks
PublicAggregate complaint-rate benchmarks by app category (derived metrics, no review text).
- Records
- 6,039
- Volume
- 3.1 MB
- Pricing
- $99–$499
Source: delivery/catalog.json (R2-verified registry)
Paid-Validated App Niche Index
PublicIndex of app niches validated by paid demand (derived metrics).
- Records
- 2,243
- Volume
- 864 KB
- Pricing
- $49–$199
Source: delivery/catalog.json (R2-verified registry)
App Category Opportunity Scan
PublicCategory-level opportunity scores across app stores (derived metrics).
- Records
- 412
- Volume
- 199 KB
- Pricing
- $99–$299
Source: delivery/catalog.json (R2-verified registry)
AI Analysis Products6 lines
Derived analytics and mining products computed from the data lines above — aggregate signal layers with no raw third-party text.
CompanyIntel — Competitive Dynamics
GatedB2B onlyCompany-level competitive event layer built on the Company360 base: expansion, hiring, filing and product events.
- Records
- 11.7M
- Volume
- 1.2 GB
- Pricing
- $299–$2,999
Source: delivery/catalog.json (R2-verified registry)
Patent Technology Analytics
PublicGatedB2B onlyTechnology acceleration/decline indices, cross-office flows, company influence and emerging-signal scores.
- Records
- 665,800
- Volume
- 26.8 MB
- Pricing
- $299–$2,999
Source: delivery/catalog.json (R2-verified registry)
Company Tech DNA Profiles
PublicCross-analysis of JD skills × website stacks × hiring signals × patent CPC classes into per-company tech profiles.
- Records
- 124,826
- Volume
- 6.1 MB
- Pricing
- $199–$999
Source: delivery/catalog.json (R2-verified registry)
Salary & Skill Premium Benchmarks
PublicSalary × skill premium benchmarks aggregated from parsed job postings (no JD text).
- Records
- 1,124
- Volume
- 91 KB
- Pricing
- $149
Source: delivery/catalog.json (R2-verified registry)
Pharma Payment × Prescribing Exposure
PublicGatedCMS Open Payments joined with prescribing data: brand and specialty exposure analytics (NPI file gated).
- Records
- 735,002
- Volume
- 81.8 MB
- Pricing
- $299–$999
Source: delivery/catalog.json (R2-verified registry)
Innovation Chain Scoreboard
PublicInstitution-level scoreboard linking NIH/NSF funding to papers and patents.
- Records
- 494,156
- Volume
- 27.1 MB
- Pricing
- $199
Source: delivery/catalog.json (R2-verified registry)
Where these numbers come from
- Registered lines: sizes, record counts, prices and distribution levels are read at build time from
delivery/catalog.json— the fail-closed registry generated bydelivery/scripts/build_catalog.py, which verifies every byte count against live R2 listings and every checksum/row count against per-line MANIFEST files. The delivery service serves downloads from the same file, so this page can never disagree with what ships. - Lines pending catalog registration show figures copied from the MANIFEST-verification sections of their independent QA reports (cited under each line), never estimates.
- Record counts show the largest single verified package or table per line — tiers overlap, so we do not add them together.
- Open-data lines are free for academic and personal use under CC BY-NC 4.0 (attribution + backlink); commercial use requires a commercial license. See the Open Data program for downloads, GitHub Releases and Zenodo DOIs.