Alternative data datasets
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A curated collection designed to function as a retrieval-augmented generation knowledge base and a resource for historical research.
Authorized UK Air Ministry publication containing meteorological, climatological, and oceanographic records.
Documentation covering the historical emergence of pharmacy as a recognized profession.
Historical psychological writing reviewed for demographic and social biases, intended to support language model training and evaluation.
A reference collection designed to support retrieval-augmented generation and the study of historical language models.
Sanitized archive of past medical and scientific periodicals reviewed for bias, intended to strengthen grounded reasoning in language models.
Longest continuously published aeronautical periodical still in circulation.
Voice representing the Canadian nursing profession.
Premier Canadian business daily covering the period from 1907 through 1930.
Globally recognized peer-reviewed medical publication of the highest standing.
Historical record of American medical periodical publishing during the 1800s.
The oldest medical periodical still in circulation across the United States has been prepared for modern artificial intelligence use cases.
This collection shows high suitability for machine learning model development and retrieval-augmented generation workflows.
A nineteenth-century medical review publication that summarized each year's clinical literature for practicing physicians.
Consolidated business profiles incorporating information technology expenditure, executive personnel changes, strategic indicators, and technology infrastructure.
Current and archived employment listings capturing job functions, required competencies, technology tools, pay ranges, and recruitment patterns.
Labor market analytics covering talent availability, employer needs, compensation, abilities, demographic composition, geographic movement, and recruitment patterns segmented by occupation and area.
Cross-sector professional profiles detailing job functions, abilities, educational background, demographic attributes, project involvement, and employment history.
Evaluation of recruitment demand segmented by occupation, competencies, compensation, technology usage, and workload distribution across organizations and geographies.
Information on occupational shifts, competency shortfalls, retraining routes, educational programs, and professional credentials for every job category.
Monitoring of competing organizations' recruitment activity, technology adoption, information technology budgets, senior leadership changes, and workforce patterns.
Worldwide higher-education statistics covering student enrollment counts, degree completions, demographic mix, fields of study, and competencies mapped to specific occupations.
Leadership and organizational records detailing positions held, capabilities, financial allocations, technology investment, strategic direction, digital infrastructure, and professional trajectories.
Labor-market metrics on talent availability, hiring needs, compensation, competencies, demographic representation, workforce mobility, and recruitment patterns segmented by occupation and location.
Enterprise technology inventories outlining the platforms deployed, how heavily each is used, the timeline of implementation, and the types of workloads they support.
Over 12.9 million U.S. brands evaluated for presence in AI-driven search platforms such as ChatGPT, Claude, Perplexity, and Gemini, with the list expanding continually.
Scoring and benchmarking of approximately 33.7 million domains globally based on their discoverability within AI answer systems.
Per-day visit counts across more than two thousand Home Depot stores, used as a proxy for residential construction and remodeling demand.
Daily measurements of customer visits, store traffic counts, and trade areas for individual locations of the biggest U.S. retail chain.
Continually expanding collection of publicly available statistical and reference datasets sourced globally.
Archive of earnings call transcripts for more than 4,500 firms, beginning in 2005.
Refine audience segmentation algorithms and filter out non-legitimate ad interactions to lift marketing ROI.
Strengthen anti-fraud systems serving financial technology, anti-money laundering, and machine learning risk scoring through IP-based signals.
Live tracking of positions and activity for more than 550,000 vessels operating worldwide.
Trade-by-trade execution data captured directly from exchanges and trading venues worldwide.
Rapid worldwide meteorological information accessible through point-based, gridded, and polygon SQL lookups.
Machine-learning-ready census-based demographic and geographic information at the ZIP code level.
Latest 2023 Census demographic and geographic breakdowns spanning more than 39,000 ZIP Codes.
Approximately 500,000 active permits across the country, with historical records available on request.
Roughly 100,000 active permits nationwide, plus historical archives obtainable upon request.
Approximately 300,000 currently active permits across the United States are included, with historical records available upon request.
Around 50,000 new building projects tracked across the country.
Listing of currently active commercial real estate properties throughout the country.
Listing of currently active residential real estate properties throughout the country.
Approximately 350,000 active properties nationwide, with historical data available upon request.
Normalized ClinicalTrials.gov records accessible within Snowflake for analytics and Cortex AI-powered applications.
Machine-readable dataset containing information on Japanese Prime-listed firms.
Supply chain management system using artificial intelligence and autonomous agents to identify disruptions and resolve them independently.
Tracks FDAAA Section 801 reporting adherence, ranks sponsor credibility, and surfaces trial-level risk signals.
Pharmacovigilance risk assessment scores tied to biological mechanisms, derived from FDA prescribing information, published research, and ongoing clinical studies.
Pull organized information from any document type through context-aware parsing and configurable output templates.
A benchmarking study on how artificial intelligence is being adopted across financial services, along with recommendations for next steps.
A four-installment intelligence briefing intended to serve as a primer on artificial intelligence strategy.
Survey responses from 1,037 technology and operations executives managing software budgets between $500,000 and $10 million.
Input collected from 1,037 CTOs, CIOs, and COOs overseeing software spending ranging from $500K to $10M.
An analytics-driven framework aimed at improving marketing performance, increasing revenue, and boosting portfolio-level EBITDA.
Daily records of retail investor buy and sell orders in US equity markets.
Real-time trading records showing retail investor purchases and sales within US equity markets.
Stock-symbol-linked customer feedback and earnings call texts are processed with natural language processing to derive sentiment indicators, helping assess ESG exposure and brand perception.
Recorded customer service call audio captured with high fidelity, suitable for building voice AI and automatic speech recognition systems using genuine conversational speech.