Validation of data

Those functions are used to validate data imported by user:

• prepare_data_validate() create new validation columns for relevant criteria.

• validation_rules return validation rules.

Usage

prepare_data_validate(
  data,
  lat = "Latitude",
  lon = "Longitude",
  sci_names = "Taxa"
)

validation_rules()

exclude_violating_records(data)

identify_violating_records(data)

extract_violating_records(data)

Arguments

data

A data.frame or similar.

lat, lon, sci_names

Variables names used for validation.

Value

• prepare_data_validate() data.frame with new columns.

• validation_rules a set of validation rules defined with validate::validator().