Chapter 1 Introduction
if you read this script, you are either participating in one of my courses on digital methods for the social sciences, or at least interested in this topic. If you have any questions or remarks regarding this script, hit me up at email@example.com.
This script will introduce you to three techniques I regard as elementary for any aspiring (computational) social scientist: first, the collection of digital trace data via either scraping the web or acquiring data from application programming interfaces (APIs); second, the simulation of human behavior using agent-based modeling; and, third, the analysis of text in an automated fashion (text mining).
The following chapters draw heavily on packages from the
tidyverse (Wickham et al. 2019) and related packages. If you have not acquired sufficient familiarity yet, you can have a look at the excellent book R for Data Science by Hadley Wickham (2016) or the not so excellent introductory script I have written.