Materials scientists readily utilize these tools for efficient and fast materials design, discovery, and prediction of properties. Both data-driven materials science and informatics encompass systematic knowledge extraction from materials datasets. This approach distinguishes itself from conventional materials research by prioritizing extensive data processing and enhancing the automation of information retrieval.