This lab manual is a companion to the third edition of the textbook Computational Methods and GIS Applications in Social Sciences. It uses an open-source platform, KNIME, to illustrate a step-by-step implementation of each case study in the book. Could also be used as a GIS automation reference for advanced users in spatial analysis.