High-quality clinical trial data serves as the foundation for analysis, submission, approval, labeling and marketing of a compound under study. Widely used throughout the industry, data cleaning ensures that the process deployed to collect data is consistent and accurate. Challenges in collection include data errors during manual data entry, i.e., spelling and transcription mishaps, range,…