In rolkra/explore: Simplifies Exploratory Data Analysis

Describe Data

data %>% explore_tbl()

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

Explore Variables

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

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

for (i in seq_along(buckets)) {
  data[buckets[[i]]] %>% explore_all(color = color_report_plot)
}

rolkra/explore documentation built on April 17, 2024, 10:58 p.m.