Implements the regular functionality of skimr::skim() but renames the columns
p0, p50, and p100 to min, median, and max respectively for numeric types to
keep things consistent across type (and produce a narrower wide table).
Arguments
- data
the dataset to skim
- ...
passed to
skimr::skim()
Examples
skim_codebook(bfi)
#> ── Data Summary ────────────────────────
#> Values
#> Name data
#> Number of rows 28
#> Number of columns 29
#> _______________________
#> Column type frequency:
#> POSIXct 3
#> character 1
#> haven_labelled 19
#> logical 1
#> numeric 5
#> ________________________
#> Group variables None
#>
#> ── Variable type: POSIXct ──────────────────────────────────────────────────────
#> skim_variable n_missing complete_rate min max
#> 1 created 0 1 2016-07-08 09:54:16 2016-11-02 21:19:50
#> 2 modified 0 1 2016-07-08 09:55:43 2016-11-02 21:21:53
#> 3 ended 0 1 2016-07-08 09:55:43 2016-11-02 21:21:53
#> median n_unique
#> 1 2016-07-08 12:47:07 28
#> 2 2016-07-08 14:23:22 28
#> 3 2016-07-08 14:23:22 28
#>
#> ── Variable type: character ────────────────────────────────────────────────────
#> skim_variable n_missing complete_rate min max empty n_unique whitespace
#> 1 session 0 1 64 64 0 28 0
#>
#> ── Variable type: haven_labelled ───────────────────────────────────────────────
#> skim_variable n_missing complete_rate mean sd min median max empty
#> 1 BFIK_open_2 0 1 4.21 0.738 2 4 5 NA
#> 2 BFIK_agree_4R 0 1 2.93 1.18 1 3 5 NA
#> 3 BFIK_extra_2 0 1 4.18 1.09 1 4 5 NA
#> 4 BFIK_agree_1R 0 1 3 0.943 2 3 5 NA
#> 5 BFIK_open_1 0 1 4.39 0.832 2 5 5 NA
#> 6 BFIK_neuro_2R 0 1 3.11 0.875 2 3 5 NA
#> 7 BFIK_consc_3 0 1 3.5 1.04 1 4 5 NA
#> 8 BFIK_consc_4 0 1 3.86 0.756 2 4 5 NA
#> 9 BFIK_consc_2R 0 1 3.18 1.31 1 4 5 NA
#> 10 BFIK_agree_3R 0 1 3.04 1.29 1 3 5 NA
#> 11 BFIK_extra_3R 0 1 3.75 1.21 1 4 5 NA
#> 12 BFIK_neuro_3 0 1 3.07 1.27 1 3 5 NA
#> 13 BFIK_neuro_4 0 1 2.5 1.20 1 2 4 NA
#> 14 BFIK_agree_2 0 1 3.5 1.26 1 4 5 NA
#> 15 BFIK_consc_1 0 1 4.07 0.900 2 4 5 NA
#> 16 BFIK_open_4 0 1 4.21 0.957 1 4 5 NA
#> 17 BFIK_extra_4 0 1 3.86 1.11 1 4 5 NA
#> 18 BFIK_extra_1R 0 1 3.61 1.20 1 4 5 NA
#> 19 BFIK_open_3 0 1 4.21 0.957 2 4.5 5 NA
#> n_unique whitespace n_value_labels hist
#> 1 NA NA 6 ▁▁▁▁▁▇▁▅
#> 2 NA NA 6 ▂▇▁▃▁▅▁▂
#> 3 NA NA 6 ▁▁▁▁▁▇▁▇
#> 4 NA NA 6 ▇▁▅▁▁▆▁▁
#> 5 NA NA 6 ▁▁▂▁▁▃▁▇
#> 6 NA NA 6 ▆▁▇▁▁▇▁▁
#> 7 NA NA 6 ▁▂▁▅▁▇▁▂
#> 8 NA NA 6 ▁▁▃▁▁▇▁▂
#> 9 NA NA 6 ▃▂▁▃▁▇▁▂
#> 10 NA NA 6 ▂▇▁▃▁▇▁▃
#> 11 NA NA 6 ▂▂▁▅▁▇▁▇
#> 12 NA NA 6 ▃▇▁▇▁▅▁▅
#> 13 NA NA 6 ▆▁▇▁▁▂▁▇
#> 14 NA NA 6 ▂▅▁▅▁▇▁▆
#> 15 NA NA 6 ▁▁▂▁▁▇▁▇
#> 16 NA NA 6 ▁▁▁▂▁▆▁▇
#> 17 NA NA 6 ▁▂▁▃▁▇▁▆
#> 18 NA NA 6 ▁▅▁▆▁▇▁▇
#> 19 NA NA 6 ▁▁▂▁▁▅▁▇
#>
#> ── Variable type: logical ──────────────────────────────────────────────────────
#> skim_variable n_missing complete_rate mean count
#> 1 expired 28 0 NaN ": "
#>
#> ── Variable type: numeric ──────────────────────────────────────────────────────
#> skim_variable n_missing complete_rate mean sd min median max hist
#> 1 BFIK_agree 0 1 3.12 0.932 1.5 3 4.75 ▂▇▅▅▃
#> 2 BFIK_open 0 1 4.26 0.563 3 4.25 5 ▂▃▁▇▇
#> 3 BFIK_consc 0 1 3.65 0.792 2 3.75 5 ▂▃▇▇▃
#> 4 BFIK_extra 0 1 3.85 1.01 1.5 4.25 5 ▂▂▃▅▇
#> 5 BFIK_neuro 0 1 2.89 0.925 1.33 2.83 4.33 ▅▇▇▆▇