Automatically Transform Data Set — auto

This function transforms a data.frame by guessing the right data classes and applying them, using readr::parse_guess() and cleaner functions such as cleaner::clean_Date().

auto_transform(
  x,
  datenames = "en",
  dateformat = "yyyy-mm-dd",
  timeformat = "HH:MM",
  decimal.mark = ".",
  big.mark = "",
  timezone = "",
  na = c("", "NULL", "NA", "<NA>"),
  snake_case = FALSE,
  ...
)

Arguments

x: a data.frame
datenames: language of the date names, such as weekdays and months
dateformat: expected date format, will be coerced with format_datetime()
timeformat: expected time format, will be coerced with format_datetime()
decimal.mark: separator for decimal numbers
big.mark: separator for thousands
timezone: expected time zone
na: values to interpret as NA
snake_case: apply snake case to the column names
...: not used as the time, allows for future extension