Introduction Data extraction and filtering are crucial for developers working with large research datasets. Whether you're working on government archives, industry reports, or academic research projects, extracting meaningful insights efficiently can be challenging.   I'm going to explore how we tackled a problem—filtering and extracting research project records based on species names from structured JSON data. We started with regular expressions (regex), ran into limitations, and...