Visualizing Patent Innovation Using Python and Dash

This lecture provides an overview of using data science to analyze and visualize U.S. patent trends. Topics include data preprocessing from USPTO/PatentsView, Python-based analysis, and trend visualization using clustering techniques. Advanced insights such as PCA and outlier detection will be discussed, along with deploying an interactive dashboard via Dash and Google Cloud. The session concludes with key findings, implications for future research, and real-world applications, emphasizing...