They usually have text, links, and sometimes images, but they are viewed universally on all systems. PDF files are like snapshots of document files. Common image file formats are JPG, PNG, and TIFF, for example.
Images are files that contain graphical information, usually of a photograph, drawing, or another kind of visual media.