Describe a dataset
Examples
describe(fuimus:::provider_data(2000:2020))
#> # A tibble: 3 × 12
#> variable type range histogram mean sd iqr med mad n nuniq
#> <chr> <fct> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <int> <int>
#> 1 group <chr> [1 -… ▇ 1 0 0 1 0 42 2
#> 2 year <int> [200… ▇▅▅▅▅▅▅▅… 2010 6.13e0 10 2010 7.41e0 42 21
#> 3 net_payme… <int> [101… ▂▁▇▂▁▂▂▃… 14968. 2.89e3 5030. 14906. 3.90e3 42 42
#> # ℹ 1 more variable: top_n <chr>
describe(fuimus:::forager_data(200), !dplyr::starts_with("date"))
#> # A tibble: 4 × 12
#> variable type range histogram mean sd iqr med mad n nuniq
#> <chr> <fct> <chr> <chr> <dbl> <dbl> <dbl> <dbl> <dbl> <int> <int>
#> 1 balance <dbl> [3.59 -… ▅▇▇▃▂▁▁▁… 125. 88.5 103. 111. 77.5 200 200
#> 2 claim_id <chr> [3 - 3] ▇ 3 0 0 3 0 200 200
#> 3 payer <chr> [4 - 12] ▇▇▃▇▁▁▁▃ 7.13 2.34 2 7 1.48 200 8
#> 4 ins_class <chr> [7 - 9] ▇▁▁▁▁▁▁▁… 8.08 0.999 2 9 0 200 2
#> # ℹ 1 more variable: top_n <chr>