Web Scraping & AI Book Analysis

Developed an advanced web scraping and network analysis project to analyze AI, Science Fiction, and Time-related books on Goodreads. Web Scraping: Used SERPAPI to collect book data from Goodreads. Visualization: Counted topic occurrences and created Matplotlib charts to visualize search results. Network Analysis: Built a network graph using NetworkX to analyze relationships between books and topics, calculating betweenness and degree centrality. Heatmaps: Created two heatmaps using centrality measures and KDE for density estimation, and another to visualize topic-title relationships. 3D Mesh Modeling: Designed a 3D model where X = Betweenness Centrality, Y = Degree Centrality, Z = Depth to explore network depth