The Ozempic and Wegovy phenomenon has sparked a surge in poison control calls, revealing a critical public health concern. This article delves into the intriguing story behind the data, exploring the reasons behind the dramatic increase in calls and the implications for patient safety. Jordan Miller's research, guided by David Han, uncovered a fascinating trend: the FDA's approval of semaglutide for weight management in 2021 coincided with a steep rise in poison control cases. This shift from a diabetes treatment to a weight loss drug had a profound impact on usage patterns, leading to a surge in calls to poison control centers. The data science approach, as Han emphasizes, is crucial for transforming raw statistics into meaningful insights. The project's findings, presented at UT San Antonio's Los Datos conference, highlighted the significant increase in GLP-1RA-related cases, with semaglutide standing out as the most prominent. The research team's analysis revealed that the FDA's approval marked a turning point, with a clear shift in the nature and volume of poison control calls. This shift underscores the importance of better educating the public about the proper use of semaglutide, as many cases could have been prevented with improved patient education. The most common mistakes included taking the medication daily instead of weekly and starting with the highest dose immediately. These preventable dosing errors highlight the need for enhanced education at every stage of the prescribing process, from doctors to pharmacies. The study's impact extends beyond statistics, as it underscores the real-world consequences of medication misuse. The findings were featured in prominent publications, emphasizing the importance of data science in uncovering public health trends and informing patient safety measures. This story serves as a reminder that even seemingly innocuous medical advancements can have unintended consequences, requiring careful monitoring and education to ensure patient well-being.