Alternative data datasets
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Continuously refreshed, query-ready dataset covering county employment figures, medically underserved regions, and Federally Qualified Health Center locations.
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.
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.
Commercial healthcare dataset profiling practitioners, care sites, organizational relationships and medical procedures.
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.
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.
Monitor the intellectual property filings that influence pharmaceutical innovation and competition.
Supplier payment history condensed into PAYDEX credit ratings for millions of businesses.
Medical claims sourced from a clearinghouse network, reflecting more than one-third of healthcare interactions occurring within the United States.
Birth statistics sourced from the CDC covering live births in the United States.
A reference collection of alphanumeric Level II HCPCS procedure identifiers along with their associated modifiers.
Registry of every hospital that has enrolled with the Medicare program.
A dataset encompassing physician services, inpatient and outpatient care, prescriber information, medical equipment, prosthetics, and acute care categories.
Collection of statistics tracking coronavirus infections and fatalities across the United States.
Targeted pharmaceutical dataset designed to assist in evaluating the value of a drug candidate.
Pharmaceutical dataset built to help recommend candidates appropriate for licensing partnerships.
Pharmaceutical market overview using product taxonomies to identify and prioritize prospective targets.