Review cleaning log — review_cleaning

Review the cleaning log. It can be used before create_clean_data to check cleaning log. Possible flags are:

Value in change_response_value not found
question_does_not_exist: question does not exist
uuid_does_not_exist: cannot find a UUID
na_in_change_type: change_type is NA

Usage

review_cleaning_log(
  raw_dataset,
  raw_data_uuid_column = "uuid",
  cleaning_log,
  cleaning_log_uuid_column = "uuid",
  cleaning_log_question_column,
  cleaning_log_new_value_column,
  cleaning_log_change_type_column,
  change_response_value = "change_response"
)

Arguments

raw_dataset: Raw dataset
raw_data_uuid_column: uuid column in the raw dataset. Default is "uuid".
cleaning_log: cleaning log (data.frame)
cleaning_log_uuid_column: uuid column in the cleaning log. Default is "uuid".
cleaning_log_question_column: column in cleaning log which specifies data set column to change
cleaning_log_new_value_column: cleaning log column specifying the new correct value
cleaning_log_change_type_column: column in cleaning log which specifies change type to be made
change_response_value: values in change type column which should be changed to a new value.

Value

review of the cleaning log with flagged entries and note explaining the flags.