The online survey system Qualtrics can be a great way to collect data from research participants, customers, and stakeholders. I use it frequently to conduct research studies with participants or just to poll students and collaborators. However, while Qualtrics makes survey design straightforward, once the data are collected, there is a lot of work to do. Fortunately, two R packages (qualtRics1 and excluder2) can make importing data and excluding low-quality data …