Related Experiment Video
Updated: Sep 13, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Regulatory Data Insights and Methods of Extraction and Analysis: Poster Presented at PDA Week 2025
George Kwiecinski1, Zephaniah Odidika2
1Global Key Solutions Corp., NY, NY, USA gk@globalkeysolutions.net.
Abstract:
This study investigates trends in FDA warning letter issuance between 2019 and 2023, focusing on the agency's efficiency and evolving priorities during this period. By analyzing both quantitative and qualitative data, the research highlights an increase of 43% in warning letters issued per 100 inspections. Using a novel approach combining regex filtering and web scraping, this presentation examines recurring keywords, department-specific citations, and legal references. The analysis aims to help attendees understand how structured data from regulatory agencies can be harnessed to improve compliance and inspection readiness.
Related Concept Videos
Analysis of Population Pharmacokinetic Data
Steps in Outbreak Investigation
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Statistical Software for Data Analysis and Clinical Trials
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This...
Data Reporting and Recording

