# Medical Data Exploration Insights

The exploration of the medical data provided some insightful visuals. A violin chart showcases the distribution of patient ages, indicating the range and concentration of ages in the dataset. The Drug Usage pie chart illustrates the frequency of different drug prescriptions, giving an idea of the most commonly prescribed drugs. Finally, the Adverse Events pie chart sheds light on the frequency of different types of adverse events reported post-medication.