| --- |
| license: cc-by-4.0 |
| task_categories: |
| - tabular-classification |
| tags: |
| - clinical-trials |
| - pharmaceutical |
| - biotech |
| - drug-development |
| - fda |
| - therapeutic-areas |
| pretty_name: Clinical Trials Landscape with Therapeutic Area Classification |
| size_categories: |
| - 100K<n<1M |
| --- |
| |
| # 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 |
