Intensive longitudinal data are often collected using ecological momentary assessment (EMA), experience sampling (ESM), daily diary, ambulatory assessment, and related designs. Chronicling our experience working with data from such studies, we are building a repository of scripts and tutorials that researchers may find useful during analysis of such data. Our notes follow courses and workshops we teach on the topic (Applied Longitudinal Data Analysis), and the excellent text on Intensive Longitudinal Data by Bolger and Laurenceau (2013).