Plotting Likert Scales
Daniel Lüdecke
2024-05-13
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)
![](data:image/png;base64,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)
plot_likert(
mydf,
grid.range = c(1.2, 1.4),
expand.grid = FALSE,
values = "sum.outside",
show.prc.sign = TRUE
)
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)
# Plot in groups
plot_likert(mydf, groups = c(2, 1, 1, 1, 1, 2, 2, 2, 1))
![](data:image/png;base64,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)
pca <- parameters::principal_components(mydf)
groups <- parameters::closest_component(pca)
plot_likert(mydf, groups = groups)
![](data:image/png;base64,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)
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
)
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)
# 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)
)
![](data:image/png;base64,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)
# New default
plot_likert(six_cat_example, groups = c(1, 1, 1, 2, 2, 2))
![](data:image/png;base64,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)