Describe a dataset
Examples
describe(mock_provider(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] ▇ 1 0 0 1 0 42 2
#> 2 year <int> [2000 … ▇▅▅▅▅▅▅▅… 2010 6.13e0 10 2010 7.41e0 42 21
#> 3 payment <int> [10103… ▇▅▅▂▇▁▅▃… 14117. 2.72e3 4307 14146. 3.18e3 42 42
#> # ℹ 1 more variable: top_n <chr>
describe(mock_forager(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 - … ▅▇▇▃▂▁▁▁… 124. 88.5 107. 110. 79.4 200 200
#> 2 class <ord> [1 - 2] ▇▁▁▁▁▁▁▁… 1.52 0.501 1 2 0 200 2
#> 3 payer <fct> [1 - 9] ▇▃▃▃▃▂▃▃ 4.87 2.65 4 5 2.97 200 9
#> 4 id <chr> [6 - 6] ▇ 6 0 0 6 0 200 200
#> # ℹ 1 more variable: top_n <chr>