By default, you can compute Sum
, Mean
, Min
, Max
, Standard Deviation
Median
& Variance
, Count
and Count Distinct
on quantitative variables and only Count
and Count Distinct
on qualitative variables.
And you can combine two indicatos using +
, -
, *
, and /
.
It's possible to add new functions with additional_expr_num
(quantitative), additional_expr_char
(qualitative) & additional_combine
additional_expr_num
and additional_expr_char
must be a named list with a specific definition in character using paste0
, the function and the key word , target,
.
additional_expr_num = list(
"Q5" = "paste0('quantile(', target, ', probs = 0.05, na.rm = TRUE)')"
)
getmode <- function(v) {
uniqv <- unique(v)
uniqv[which.max(tabulate(match(v, uniqv)))]
}
additional_expr_char = list(
"Mode" = "paste0('getmode(', target, ')')"
)
additional_combine = c("Modulo" = "%%")
# ui
ui = shiny::fluidPage(
shinypivottablerUI(id = "id",
app_colors = c("#e6e6e6", "#430838"),
app_linewidth = 3
)
)
# server
server = function(input, output, session) {
shiny::callModule(module = shinypivottabler,
id = "id",
show_title = FALSE,
theme = theme,
additional_expr_num = additional_expr_num,
additional_expr_char = additional_expr_char,
additional_combine = additional_combine,
data = data)
}
# more info in documentation :
?shinypivottabler
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