## ----set-options, echo = FALSE------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ knitr::opts_chunk$set(collapse = TRUE, comment = "#>", dev = "png", fig.width = 7, fig.height = 6, message = FALSE, warning = FALSE) options(width = 800, tibble.width = Inf) if (!requireNamespace("dplyr", quietly = TRUE) || !requireNamespace("sjmisc", quietly = TRUE) || !requireNamespace("haven", quietly = TRUE) || !requireNamespace("parameters", quietly = TRUE)) { knitr::opts_chunk$set(eval = FALSE) } else { knitr::opts_chunk$set(eval = TRUE) } ## ----fig.height = 5.5--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- library(dplyr) library(sjPlot) library(sjmisc) library(parameters) data(efc) # find all variables from COPE-Index, which all have a "cop" in their # variable name, and then plot that subset as likert-plot mydf <- find_var(efc, pattern = "cop", out = "df") plot_likert(mydf) ## ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- plot_likert( mydf, grid.range = c(1.2, 1.4), expand.grid = FALSE, values = "sum.outside", show.prc.sign = TRUE ) ## ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- # Plot in groups plot_likert(mydf, groups = c(2, 1, 1, 1, 1, 2, 2, 2, 1)) ## ----fig.height = 6.5--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- pca <- parameters::principal_components(mydf) groups <- parameters::closest_component(pca) plot_likert(mydf, groups = groups) ## ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- plot_likert( mydf, c(rep("B", 4), rep("A", 5)), sort.groups = FALSE, grid.range = c(0.9, 1.1), geom.colors = "RdBu", rel_heights = c(6, 8), wrap.labels = 40, reverse.scale = TRUE ) ## ----fig.height = 5----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- # control legend items six_cat_example = data.frame( matrix(sample(1:6, 600, replace = TRUE), ncol = 6) ) six_cat_example <- six_cat_example %>% dplyr::mutate_all( ~ ordered(., labels = c("+++", "++", "+", "-", "--", "---"))) # Old default plot_likert( six_cat_example, groups = c(1, 1, 1, 2, 2, 2), group.legend.options = list(nrow = 2, byrow = FALSE) ) # New default plot_likert(six_cat_example, groups = c(1, 1, 1, 2, 2, 2))