A system for analyzing resumes. The system includes an electronic computing device, including an electronic processor. The electronic processor is configured to receive a selection of a resume and determine a first set of terms included in both the resume and a sentiment dictionary. The sentiment dictionary includes a plurality of terms organized in a plurality of categories. The electronic processor is also configured to generate a visual representation of information included in the resume based on the first set of terms.