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Pharma: Likelihood of Approval (LOA) Analytics

GlobalData’s Likelihood of Approval (LoA) database contains data that predicts the probability of successful progression and regulatory approval of pipeline drugs from their current programs with real-time updates.

We use a combination of proprietary algorithm and machine learning models using over 30 attributes from companies, drugs, clinical trials and regulatory events impacting the probability of drug approval.

Data Characteristics

Launch Year: 2021
Historical Start Date: Not Applicable
Entity Coverage: 7,229 drug approvals
Regional Coverage: North America
Country Coverage: 1 (US)
Total Companies: 3,575
Total Companies with Tickers: 1,126
Data Collection Frequency: Daily
Delivery Formats: API, Cloud


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