Can you recommend a comprehensive philosophy of science book for someone looking to deepen their understanding of scientific methodology and theory?

One recommended book for deepening understanding of scientific methodology and theory is "The Structure of Scientific Revolutions" by Thomas Kuhn. This book explores how scientific paradigms shift and the impact of these shifts on scientific progress.