Data sources

Browse the sources in Valyu: the web, SEC filings, earnings and market data, PubMed, arXiv, clinical trials, patents, economic data and licensed journals.

Search across the open web and specialist datasets through one API. Find the source family that fits your work, then look up exact dataset IDs in All datasets.

Browse the live source catalogue

Current availability, dataset identifiers, prices and plan requirements.

Datasets50Specialist datasets, plus the web

SEC filings3M+Indexed by section

Patents14M+USPTO and EPO

Clinical trials530K+ClinicalTrials.gov records

Explore by source family

Web

Company websites, news, product pages and the wider web. Search broadly or narrow to specific domains.

Financial services

SEC filings, earnings, company financials and market data. Build company comparisons and disclosure research.

Scientific literature

PubMed, arXiv, bioRxiv, medRxiv and other research sources. Find papers, preprints and supporting evidence.

Trials, drugs and targets

Clinical trials, drug labels, FDA adverse event reports, ChEMBL, PubChem and Open Targets. Explore development programmes, safety signals and biological evidence.

Patents

Patent publications and EPO records. Investigate technical approaches, applicants and patent families.

Economics and public data

FRED, BLS, World Bank and IMF series, alongside legal, public-health and other specialist records.

Licensed finance publications

Wiley finance journals and book chapters. Add specialist published material to your research.

Licensed life-sciences publications

Wiley health and life-sciences publications. Search the licensed literature available to your organisation.

Common dataset IDs

Pass these in included_sources, or let search_type: "all" choose for you. All datasets lists every ID.

Dataset ID	What it holds	Try asking
valyu/valyu-sec-filings	10-K, 10-Q, 8-K, S-1, proxy and other SEC filings, indexed by section	”Apple 10-K Item 1A risk factors”
valyu/valyu-earnings-US	US company earnings	”Microsoft quarterly earnings per share”
valyu/valyu-stocks	Stock prices and market data	”NVDA share price history”
valyu/valyu-pubmed	Biomedical papers, with full text where available	”GLP-1 agonists and Parkinson’s disease”
valyu/valyu-arxiv	Preprints in physics, maths, computer science and more	”perovskite-silicon tandem efficiency”
valyu/valyu-biorxiv, valyu/valyu-medrxiv	Life-science and medical preprints	”long COVID cohort study 2026”
valyu/valyu-clinical-trials	ClinicalTrials.gov registry records	”phase 3 trials of semaglutide in Alzheimer’s”
valyu/valyu-drug-labels	DailyMed drug labels	”osimertinib indications and dosing”
valyu/valyu-chembl, valyu/valyu-pubchem	Compounds, bioactivity and chemistry	”PCSK9 inhibitors with measured IC50”
valyu/valyu-open-targets	Target and disease associations	”genetic evidence linking TYK2 to psoriasis”
valyu/valyu-patents, valyu/valyu-patents-epo	USPTO and EPO patents	”sulfide solid electrolyte patents”
valyu/valyu-fred, valyu/valyu-bls, valyu/valyu-worldbank-indicators	Economic series	”US CPI compared with a year ago”
wiley/wiley-hls	Licensed Wiley health and life sciences journals (request access)	“CAR-T resistance in relapsed lymphoma”
wiley/wiley-finance-papers	Licensed Wiley finance journals (access)	“momentum factor crash risk”

Use sources in your application

1. Find the dataset

   Browse the catalogue, or use the Datasources API to discover source IDs and metadata programmatically.

2. Check access and supported APIs

   Inspect the source’s access_modes (which APIs can use it) and the plan it needs. While you have free credits, every standard-plan source is available. Some sources are available only through DeepResearch; licensed content may have separate access requirements.

3. Search or start a research task

   Use exact dataset IDs in source filters, or describe the evidence you need in a DeepResearch brief.

Understand coverage

Availability, freshness and full-text coverage vary by source. Public records, licensed publications and web results have different access and use conditions. The catalogue is the place to check current details; data coverage and access explains how to interpret them.

All datasets

Every dataset in the public catalogue, grouped by category. “Access” shows which APIs can query the dataset. DeepResearch can also draw on additional sources that are not listed here; name the evidence you need in the research brief. For live details and pricing, see the platform catalogue, or call GET /v1/datasources to read the same list programmatically.

50 datasets across 11 categories, as returned by GET /v1/datasources.

Research and academic

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-arxiv	ArXiv	Preprints in physics, computer science, mathematics, quantitative finance, economics and biology.	Monthly	Search, DeepResearch
valyu/valyu-biorxiv	bioRxiv	Life-science preprints in neuroscience, molecular biology, bioinformatics, immunology and more.	Monthly	Search, DeepResearch
valyu/valyu-chemrxiv	ChemRxiv	Open-access chemistry preprints, from organic and materials chemistry to catalysis and medicinal chemistry.	Weekly	Search, DeepResearch
valyu/valyu-medrxiv	medRxiv	Health and clinical research preprints in epidemiology, oncology, cardiology, public health and more.	Monthly	Search, DeepResearch
valyu/valyu-pubmed	PubMed	Open-access biomedical and life-sciences papers covering medicine, genetics, pharmacology and public health.	Monthly	Search, DeepResearch
wiley/wiley-finance-books	Wiley Finance Books	Licensed Wiley books on corporate finance, valuation, investment analysis and risk management.	Quarterly	Search, DeepResearch
wiley/wiley-finance-papers	Wiley Finance Papers	Licensed Wiley journals in finance and economics, including The Journal of Finance.	Quarterly	Search, DeepResearch
wiley/wiley-hls	Wiley Health & Life Sciences	Licensed Wiley health and life-sciences journals, with full text, figures and references.	Quarterly	Search, DeepResearch

Healthcare and life sciences

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-chembl	ChEMBL	Curated bioactive molecules with drug-like properties, linking chemistry, bioactivity and genomic data.	Quarterly	Search, DeepResearch
valyu/valyu-clinical-trials	Clinical Trials	ClinicalTrials.gov records: study design, eligibility, sponsors, phases, interventions, outcomes and results.	Real-time	Search, DeepResearch
valyu/valyu-drug-labels	DailyMed	DailyMed FDA drug labels: boxed warnings, indications, dosing, contraindications and interactions.	Real-time	Search, DeepResearch
valyu/valyu-nih-reporter	NIH	NIH RePORTER grants and contracts: projects, investigators, institutions and funding amounts.	Real-time	Search, DeepResearch
valyu/valyu-open-targets	Open Targets	Open Targets evidence scoring target-disease associations from genetics, genomics, drugs and literature.	Quarterly	Search, DeepResearch
valyu/valyu-openfda-drug-events	FDA Drug Events	FDA Adverse Event Reporting System (FAERS) reports of adverse drug reactions and medication errors.	Quarterly	Search, DeepResearch
valyu/valyu-pubchem	PubChem	PubChem’s 116M+ compound records with structures, identifiers, properties and biological activities.	Daily	Search, DeepResearch
valyu/valyu-who-gho	WHO	WHO Global Health Observatory statistics for 194 member states, from disease burden to health-system performance.	Real-time	Search, DeepResearch

Patents

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-patents	USPTO	US utility, design and plant patents from 2001 to the present.	Weekly	Search, DeepResearch
valyu/valyu-patents-epo	EPO Patents	European Patent Office applications and grants with claims, descriptions, applicants and classifications.	Weekly	Search, DeepResearch

Financial markets

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-commodities	Commodities	Real-time and historical prices for commodity futures and related instruments.	Real-time	Search, DeepResearch
valyu/valyu-crypto	Crypto	Real-time and historical prices, volume and market capitalisation for major cryptocurrencies.	Real-time	Search, DeepResearch
valyu/valyu-etfs	ETFs	Real-time and historical prices for exchange-traded funds worldwide.	Real-time	Search, DeepResearch
valyu/valyu-forex	Forex	Real-time and historical exchange rates for more than 180 currency pairs.	Real-time	Search, DeepResearch
valyu/valyu-funds	Funds	Real-time and historical prices for mutual funds worldwide.	Real-time	Search, DeepResearch
valyu/valyu-market-movers-US	Movers	The biggest gaining and losing US stocks, with percentage changes and volume.	Daily	Search, DeepResearch
valyu/valyu-stocks	Stocks	Real-time and historical prices for more than 200,000 stocks across 75 exchanges.	Real-time	Search, DeepResearch

Company data

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-balance-sheet-US	Balance Sheet	Balance sheets for US public companies: assets, liabilities, equity, cash and debt.	Quarterly	Search, DeepResearch
valyu/valyu-cash-flow-US	Cash Flow	Cash flow statements for US public companies: operating, investing, financing and free cash flow.	Quarterly	Search, DeepResearch
valyu/valyu-dividends-US	Dividends	Dividend history for US public companies: amounts, ex-dividend, record and payment dates.	Daily	Search, DeepResearch
valyu/valyu-earnings-US	Earnings	Quarterly and annual earnings for US public companies: EPS, revenue, margins, estimates and guidance.	Real-time	Search, DeepResearch
valyu/valyu-income-statement-US	Income	Income statements for US public companies: revenue, gross profit, operating income, net income and EPS.	Quarterly	Search, DeepResearch
valyu/valyu-insider-transactions-US	Insiders	Insider trades by executives, directors and major shareholders of US public companies.	Daily	Search, DeepResearch
valyu/valyu-sec-filings	SEC	SEC filings for US public companies, including 10-K, 10-Q and 8-K reports, indexed by section.	Daily	Search, DeepResearch
valyu/valyu-statistics-US	Statistics	Key ratios for US public companies: P/E, market capitalisation, beta, dividend yield, ROE and leverage.	Daily	Search, DeepResearch

Economic indicators

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-bls	BLS	US Bureau of Labor Statistics data on employment, prices (CPI and PPI), wages and productivity.	Real-time	Search, DeepResearch
valyu/valyu-destatis-labor	Destatis	Official German labour-market statistics, including employment, wages, vacancies and regional data.	Monthly	Search, DeepResearch
valyu/valyu-fred	FRED	Federal Reserve Economic Data: 800,000+ US and international time series, from GDP to interest rates.	Real-time	Search, DeepResearch
valyu/valyu-imf	IMF	IMF macroeconomic and financial statistics for 190+ countries, including World Economic Outlook data.	Monthly	Search, DeepResearch
valyu/valyu-usaspending	USAspending	USAspending.gov records of US federal contracts, grants, loans and other awards.	Real-time	Search, DeepResearch
valyu/valyu-worldbank-indicators	World Bank	World Bank development indicators for 200+ countries: economic, social, environmental and governance data.	Real-time	Search, DeepResearch

Prediction markets

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-kalshi	Kalshi	Kalshi prediction-market events, markets, outcomes, prices, volumes and liquidity.	Real-time	Search, DeepResearch
valyu/valyu-polymarket	Polymarket	Polymarket prediction-market events, markets, outcomes, prices, volumes and liquidity.	Real-time	Search, DeepResearch

Legal

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-mica-eu	EU MiCA Regulation	The EU Markets in Crypto-Assets (MiCA) corpus: regulation, technical standards, guidance and national laws.	Monthly	Search, DeepResearch
valyu/valyu-uk-case-law	UK Case Law	England and Wales court judgments from 2001 onwards, from The National Archives Find Case Law service.	Daily	Search, DeepResearch
valyu/valyu-uk-legislation	UK Legislation	UK statute law from legislation.gov.uk, with revisions, amendments and explanatory notes.	Daily	Search, DeepResearch

Politics and government

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-uk-parliament	UK Parliament	UK Parliament members, committees, bills, statutory instruments and voting records from both Houses.	Real-time	Search, DeepResearch

Cybersecurity

Dataset ID	Name	What it covers	Updates	Access
valyu/valyu-cisa-kev	CISA KEV	CISA’s catalogue of CVEs known to be actively exploited, with patch due dates and ransomware use.	Daily	Search, DeepResearch
valyu/valyu-epss	EPSS	Daily FIRST EPSS scores estimating the probability that a CVE is exploited in the next 30 days.	Daily	Search, DeepResearch
valyu/valyu-mitre-attack	MITRE ATT&CK	MITRE ATT&CK adversary tactics, techniques, groups, software, mitigations and detections.	Quarterly	Search, DeepResearch
valyu/valyu-nvd-cve	NVD CVE	NIST National Vulnerability Database CVE entries with CVSS scores, CWE classes and references.	Real-time	Search, DeepResearch

News

Dataset ID	Name	What it covers	Updates	Access
ap/news	AP News	Associated Press wire news as full article text, with date-range and point-in-time filtering.	Real-time	Search, DeepResearch

Looking for a particular dataset? Contact us with the source and the workflow you want to support.