Describe data

Describe data

describe_data(data)

Arguments

data

a data frame

Value

a skimr object

Examples

# \donttest{
nice_data <- data.frame(c1 = c(1, NA), c2 = c(NA, NA))
nice_data %>%
  describe_data()
#> ── Data Summary ────────────────────────
#>                            Values    
#> Name                       Piped data
#> Number of rows             2         
#> Number of columns          2         
#> _______________________              
#> Column type frequency:               
#>   logical                  1         
#>   numeric                  1         
#> ________________________             
#> Group variables            None      
#> 
#> ── Variable type: logical ──────────────────────────────────────────────────────
#>   skim_variable n_missing complete_rate mean count
#> 1 c2                    2             0  NaN ": " 
#> 
#> ── Variable type: numeric ──────────────────────────────────────────────────────
#>   skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist 
#> 1 c1                    1           0.5    1 NA  1   1   1   1    1 ▁▁▇▁▁
# }