source("xpl-helpers.R")
source("xpl-output.R")
source("xpl-format.R")
observe({
updateSelectInput(session,
inputId = "var_anova1",
choices = names(data()),
selected = '')
updateSelectInput(session,
inputId = "var_anova2",
choices = names(data()),
selected = '')
})
observeEvent(input$finalok, {
f_data <- final_split$train[, sapply(final_split$train, is.factor)]
num_data <- final_split$train[, sapply(final_split$train, is.numeric)]
if (is.null(dim(f_data))) {
k <- final_split$train %>% map(is.factor) %>% unlist()
j <- names(which(k == TRUE))
fdata <- tibble::as_data_frame(f_data)
colnames(fdata) <- j
updateSelectInput(session, inputId = "var_anova2",
choices = names(fdata))
} else {
updateSelectInput(session, 'var_anova2', choices = names(f_data))
}
if (is.null(dim(num_data))) {
k <- final_split$train %>% map(is.numeric) %>% unlist()
j <- names(which(k == TRUE))
numdata <- tibble::as_data_frame(num_data)
colnames(numdata) <- j
updateSelectInput(session, 'var_anova1',
choices = names(numdata), selected = names(numdata))
} else if (ncol(num_data) < 1) {
updateSelectInput(session, 'var_anova1',
choices = '', selected = '')
} else {
updateSelectInput(session, 'var_anova1', choices = names(num_data))
}
})
observeEvent(input$submit_part_train_per, {
f_data <- final_split$train[, sapply(final_split$train, is.factor)]
num_data <- final_split$train[, sapply(final_split$train, is.numeric)]
if (is.null(dim(f_data))) {
k <- final_split$train %>% map(is.factor) %>% unlist()
j <- names(which(k == TRUE))
fdata <- tibble::as_data_frame(f_data)
colnames(fdata) <- j
updateSelectInput(session, inputId = "var_anova2",
choices = names(fdata))
} else {
updateSelectInput(session, 'var_anova2', choices = names(f_data))
}
if (is.null(dim(num_data))) {
k <- final_split$train %>% map(is.numeric) %>% unlist()
j <- names(which(k == TRUE))
numdata <- tibble::as_data_frame(num_data)
colnames(numdata) <- j
updateSelectInput(session, 'var_anova1',
choices = names(numdata), selected = names(numdata))
} else if (ncol(num_data) < 1) {
updateSelectInput(session, 'var_anova1',
choices = '', selected = '')
} else {
updateSelectInput(session, 'var_anova1', choices = names(num_data))
}
})
d_anova <- eventReactive(input$submit_anova, {
req(input$var_anova1)
req(input$var_anova2)
data <- final_split$train[, c(input$var_anova1, input$var_anova2)]
eval(parse(text = paste0("data$", names(data)[2], " <- as.numeric(as.character(data$", names(data)[2], "))")))
xpl_oneway_anova(data, input$var_anova1, input$var_anova2)
})
output$anova_out <- renderPrint({
d_anova()
})
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.