Standardize column order — standardize_column

Standardizes order of columns for dataframes and other objects from easystats and broom ecosystem packages.

Usage

standardize_column_order(data, ...)

# S3 method for class 'parameters_model'
standardize_column_order(data, style = c("easystats", "broom"), ...)

Arguments

data: A data frame. In particular, objects from easystats package functions like parameters::model_parameters() or effectsize::effectsize() are accepted, but also data frames returned by broom::tidy() are valid objects.
...: Currently not used.
style: Standardization can either be based on the naming conventions from the easystats-project, or on broom's naming scheme.

Value

A data frame, with standardized column order.

Examples

# easystats conventions
df1 <- cbind.data.frame(
  CI_low      = -2.873,
  t           = 5.494,
  CI_high     = -1.088,
  p           = 0.00001,
  Parameter   = -1.980,
  CI          = 0.95,
  df          = 29.234,
  Method      = "Student's t-test"
)

standardize_column_order(df1, style = "easystats")
#>   Parameter   CI CI_low CI_high           Method     t     df     p
#> 1     -1.98 0.95 -2.873  -1.088 Student's t-test 5.494 29.234 1e-05

# broom conventions
df2 <- cbind.data.frame(
  conf.low   = -2.873,
  statistic  = 5.494,
  conf.high  = -1.088,
  p.value    = 0.00001,
  estimate   = -1.980,
  conf.level = 0.95,
  df         = 29.234,
  method     = "Student's t-test"
)

standardize_column_order(df2, style = "broom")
#>   estimate conf.level conf.low conf.high           method statistic     df
#> 1    -1.98       0.95   -2.873    -1.088 Student's t-test     5.494 29.234
#>   p.value
#> 1   1e-05