Alternative data datasets
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Thirteen years of structured analytics on Exchange plan pricing, coverage features, and benefit mappings.
Information on more than 95,000 healthcare providers in Canada's three most populous provinces, refreshed on a weekly basis.
Up-to-date CDC records prepared for analytical use.
Maintained CMS Medicare and Medicaid information packaged for analytics and refreshed on an ongoing basis.
Research-oriented CMS data sourced from cms.data.gov/data-research with records extending back to 2001.
Medicaid claim expenditures attributed at the provider level using National Provider Identifiers, covering more than 200 million claims across over fifty states from 2018 onward.
Relational provider information refreshed weekly with multiple attributes per record.
Complete listing of CMS prior authorization requirements and timelines organized by entity and linked to Federal Register sources.
Over twenty million adverse event reports covering drugs and medical devices are consolidated, refreshed daily, and structured for analysis.
Normalized extracts from the FDA FAERS system enable evaluation of drug adverse event reports and related safety signals.
Structured records of FDA medical device adverse event reports, formatted to support safety monitoring and risk evaluation workflows.
Three decades of measurements covering heavy metals, pesticide residues, and nutritional content in roughly 280 food items available in the United States, prepped for analysis.
Directory of American healthcare practitioners that has been verified, duplicates removed, registered in PECOS, checked against the OIG exclusion list, supplemented with location data, and prepared for FHIR compatibility.
View source information and access options.
Principal economic indicators and statistical products covering the early 1980s baseline.
Mid-1980s socio-economic data focused on household-level measurements and income distributions.
Population dynamics, public health metrics, and broader social welfare indicators from the early-to-mid 1980s.
A publication covering the field of orthodontics and dentofacial orthopedics.
A curated, well-organized collection of documents formatted for straightforward ingestion into retrieval-augmented generation systems.
Content structured to serve as a retrieval-augmented knowledge foundation for a domain-specific research tool.
Source material for developing or refining language models aimed at answering questions about past public health issues, disease patterns, and the history of medicine.
A collection examining surgical practice during a period of technological and medical advancement.
Records documenting medical practices and treatments at the height of the Victorian period.
Materials on public health, sanitation, and disease patterns in Canada during the early 1900s.
A leading Canadian medical publication covering the years 1911 through 1930.
A prominent trade publication serving pharmacists across the United Kingdom.
A curated collection drawn from five leading dental journals, comprising 95,763 processed rows prepared for machine learning, with bias reviews and source lineage documentation.
Pre-1930 textual material on genetics and inheritance that has been cleaned and formatted for machine learning use.
Organized text collection well suited for retrieval-augmented generation, longitudinal language modeling, and dialogue-based data exploration.
Curated and audited corpus drawing from two leading obstetrics and gynecology journals, formatted for artificial intelligence workflows.
Curated historical clinical text that has been cleaned and checked for bias to support better model reasoning and factual grounding.
A leading peer-reviewed publication focused on otolaryngology, covering ear, nose, and throat clinical practice.
Structured corpus optimized for retrieval-augmented generation and semantic similarity tasks, featuring duplicate removal, complete data fields, and substantial record counts.
Refined surgical records with documented bias review, released under public domain terms and available through a 30-day evaluation access.
Ready-to-use collection suited for retrieval-augmented question answering on historical medical topics.
Dataset focused on early-stage multiple sclerosis studies and clinical neurology.
Well-suited for embedding-based search and retrieval-augmented generation across a unified historical text collection.
A historical archive focused on medical and surgical practices from 1847 through 1898 during the Civil War era.
The inaugural issue of what is considered the earliest medical journal published in America, dated 1797.
A curated collection designed to function as a retrieval-augmented generation knowledge base and a resource for historical research.
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.
Voice representing the Canadian nursing profession.
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.
Laboratory records covering non-genomic testing events performed during the calendar year 2024.
Laboratory records covering non-genomic testing events performed from January 2025 through September 17, 2025.
Laboratory records covering complete blood count (CBC) testing events spanning January 2016 to September 17, 2025.
Laboratory records covering comprehensive metabolic panel (CMP) testing events spanning January 2016 to September 17, 2025.
Laboratory records for controlled diabetes testing events drawn from the preceding twelve months.
Laboratory records covering comprehensive metabolic panel (CMP) testing events spanning January 2016 to September 17, 2025.
Laboratory records for severely uncontrolled diabetes testing events drawn from the preceding twelve months.
A collection of laboratory records documenting testing events associated with uncontrolled diabetes over the past twelve months.
Dollar amounts agreed upon by more than 130 hospitals in New York, including NewYork-Presbyterian, and disclosed publicly.
Curated, interlinked registry of rare disease studies, therapies, orphan drug status, and identified molecular targets.