The Census FTP page contains the microdata and dictionaries identifying each variable name, location, value range, and whether it applies to a restricted sample. To follow this example, download the April 2017 compressed data file that matches your operating system and unpack it in the same location as the python code. Next download the January 2017 data dictionary text file and save it in the same location.