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wapplewhite4/clinical-trials-landscape-enriched

Clinical Trials Landscape — Enriched 573,000+ clinical trials from ClinicalTrials.gov enriched with AI-classified therapeutic areas, sponsor type classification, outcome grouping, and duration analysis. Ready for portfolio analysis, competitive intelligence, and market landscape research. This is a 10% sample. Get the full dataset (573,000+ trials) on Gumroad → https://mandiasdata.gumroad.com/l/clinical-trials-landscape What's Added Beyond Raw ClinicalTrials.gov Data… See the full description on the dataset page: https://huggingface.co/datasets/wapplewhite4/clinical-trials-landscape-enriched.

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Clinical Trials Landscape — Enriched

573,000+ clinical trials from ClinicalTrials.gov enriched with AI-classified therapeutic areas, sponsor type classification, outcome grouping, and duration analysis. Ready for portfolio analysis, competitive intelligence, and market landscape research.

This is a 10% sample. Get the full dataset (573,000+ trials) on Gumroad → https://mandiasdata.gumroad.com/l/clinical-trials-landscape

What's Added Beyond Raw ClinicalTrials.gov Data

Enrichment	Coverage	Method
`primary_therapeutic_area`	66% of trials	AI classification (Claude) + rule-based mapping of 5,000 most common conditions
`all_therapeutic_areas`	66% of trials	Multi-label when trial spans multiple areas
`sponsor_type`	100%	Regex classification: industry / academic / government / other
`outcome_group`	100%	Grouped status: completed / failed / active / unknown
`duration_days`	Where dates available	Computed from start to completion

Schema

Column	Type	Description
`nct_number`	str	ClinicalTrials.gov identifier (e.g. NCT00000102)
`title`	str	Study title
`sponsor`	str	Lead sponsor name
`status`	str	Current study status
`phase`	str	Trial phase (Phase 1, 2, 3, 4, N/A)
`study_type`	str	Interventional, Observational, etc.
`start_date`	date	Study start date
`completion_date`	date	Primary completion date
`condition`	str	Conditions studied (original free text)
`intervention`	str	Interventions/treatments
`duration_days`	int	Days from start to completion
`sponsor_type`	str	industry / academic / government / other
`outcome_group`	str	completed / failed / active / unknown / other
`primary_therapeutic_area`	str	Primary therapeutic area (see below)
`all_therapeutic_areas`	str	All matched therapeutic areas (semicolon-delimited)

Therapeutic Areas

Area	Trial Count
Oncology	85,594
Cardiovascular	46,883
Infectious Disease	32,126
Psychiatry	29,782
Metabolic	29,171
Musculoskeletal	26,778
Neurology	25,225
Healthy Volunteers	18,078
Respiratory	16,043
Immunology	12,449
Gastroenterology	11,022
Reproductive	9,005
Ophthalmology	8,275
Hematology	6,538
Nephrology	6,448

Coverage

—573,165 trials
—49,346 unique sponsors
—Date range: 1999 – present
—Update frequency: Quarterly

Sample

This is a 10% random sample. The full dataset (573,000+ trials) is available for purchase — details below.

Sources

Trial data from ClinicalTrials.gov API. Therapeutic area classifications generated using Claude AI (Anthropic) and rule-based keyword mapping.

License

Derived from U.S. government public data. AI classifications provided as-is.

Purchase

For the full dataset: https://mandiasdata.gumroad.com/l/clinical-trials-landscape