i have the following toy data frame and ggplot2 graph .I want to the size of the panel and the size of the text in y axis to be equally, like splitting the view in half.At the end the result will be rendered in pdf what is the reason that i want this kind of resizing and splitting if i can say freerly.
library(dplyr, warn = FALSE)
library(ggplot2)
library(ggstats)
library(purrr)
likert_levels <- c(
"Strongly disagree",
"Disagree",
"Neither agree nor disagree",
"Agree",
"Strongly agree"
)
df <-
tibble(
"there is an argument sort_prop_include_center that could be set up to TRUE in order to include half of the centered level when sorting data" = sample(likert_levels, 150, replace = TRUE),
"Similarly, the argument totals_include_center allows you to include half of the centered level into the left and the right totals" = sample(likert_levels, 150, replace = TRUE, prob = 5:1),
"Here is one possible option which uses reorder and an ifelse to reorder the variable mapped on y using the counts (aka the sum) of Strictly disagree " = sample(likert_levels, 150, replace = TRUE, prob = 1:5),
"and disagree answers. Under the hood ggstats::gglikert reshape the data to long where the question id's are stored in a column named .question and the answers in a column named .answer:" = sample(likert_levels, 150, replace = TRUE, prob = 1:5),
"They used sampling data and create a data frame called df. I am using the same as given in the link.(the df not the df_dk). Ok, if i run in R the following code :" = sample(c(likert_levels, NA), 150, replace = TRUE),
"proportion of answers higher than the centered level. I want the plot to be sorted according to very left proportions that are the combination (sum) of the two lower levels. (i.e Respectively the percentages on the very right in the sum of the two lower categories. )" = sample(likert_levels, 150, replace = TRUE, prob = c(1, 0, 1, 1, 0))
) %>%
mutate(across(everything(), ~ factor(.x, levels = likert_levels)))
# function to save retyping common arguments
anno <- partial(annotate, "text", x = -1, angle = 90, size = 5, fontface = "bold")
gglikert(df) +
aes(y = reorder(.question,
ifelse(
.answer %in% c("Strongly disagree", "Disagree"),
1, 0
),
FUN = sum, decreasing = TRUE
)) +
theme(axis.text.y = element_text(size = 8)) +
geom_hline(yintercept = c(1.5, 5.5), linetype = "dashed", colour = "grey20") +
anno(y = 1, label = "warningnzone", color = "#A6611A") +
anno(y = 3.5, label = "so-so", color = "black") +
anno(y = 6, label = "no warningnzone", color = "#018571") +
labs(y = NULL)
how can i succced it in R using ggplot2 ?