Explore"
In explore: Simplifies Exploratory Data Analysis

Describe Raw Data

data %>% describe_tbl()
d <- describe(data)
knitr::kable(d)

Describe Count Data

Variable r var_name_n is used as count-data

describe_tbl(data, n = !!sym(var_name_n))

Describe Target

data %>% explore(!!sym(var_name_target), n = !!sym(var_name_n))

Explore Variables

# create buckets of variables
buckets <- data %>% 
  explore::get_var_buckets(
    var_name_target = var_name_target,
    var_name_n = var_name_n,
    bucket_size = 100
  )

# height of each plot
fig_height <- data[buckets[[1]]] %>% 
  explore::total_fig_height(var_name_n = var_name_n)

for (i in seq_along(buckets)) {
  data[buckets[[i]]] %>% 
    explore_all(ncol = 2, n = !!sym(var_name_n), target = !!sym(var_name_target), split = TRUE)
}