Extracting data from PDFs remains, unfortunately, a common data wrangling task. This post reviews various tools and services for doing this with a focus on free (and preferably) open source options. The tools we can consider fall into three categories: Extracting text from PDF Extracting tables from PDF Extracting data (text or otherwise) from PDFs where the content is not text but is images (for