Tools for generating an informative type of line graph, the frequency profile, which allows single behaviors, multiple behaviors, or the specific behavioral patterns of individual subjects to be graphed from occurrence/nonoccurrence behavioral data.
R package for Frequency Profiles
This package aims at computing and plotting frequency profiles - a method for visualizing the behavior of individuals in real time or post-hoc. It serves two functions, 1) to convert binary behavioral observation data into a frequency profile data format, and 2) to plot this data according to three paramaters. The three parameters are 1) window size, 2) step size, and 3) resolution. At one extreme, the parameters produce a cumulative record plot, at the other, they produce a barcode plot. This package includes a user-friendly interface - using the "Shiny App" framework - allowing people with no prior R programming experience to easily input their data, utilize the visualization tools, explore the effects of manipulating the parameters, and download publication quality plots. The FreqProf package also includes functions that allow the importation of data encoded in .bin, .fpw, and .csv formats.
Install the current version of the package by using
devtools::install_github("AIBRT/FreqProf"), and then start the
Shiny App example with
runEx() after you've installed the package.
Copyright American Institute for Behavioral Research and Technology (http://aibrt.org/).