DataQualityFunctions

Classes

DataQualityFunctions()

Exposes functions to analyze, validate, and improve the quality of your data.

Methods

DataQualityFunctions.get_country_iso_values(...)	Reads a country name as input and returns the full ISO country name, the ISO three-letter country code, and the ISO two-letter country code.
DataQualityFunctions.validate_email_address(...)	Validates the email format.
DataQualityFunctions.find_invalid_names(...)	Flags suspicious or fake names in the input data.
DataQualityFunctions.remove_control_characters(...)	Identifies and removes non-printable characters in an input field.
DataQualityFunctions.convert_diacritic_english_chars(...)	Translates diacritical characters to regular ASCII text characters.
DataQualityFunctions.validate_usa_zipcode(...)	Validates if the input column data is a five-digit United States zip code.
DataQualityFunctions.validate_usa_state(...)	Validates if the input column data is a state name in the United States.
DataQualityFunctions.validate_ssn(...)	Parses a United States SSN pattern from a larger string of text.
DataQualityFunctions.validate_usa_phone_number(...)	Parses the United States phone number from a string of text and validates if the area code is valid for the United States.
DataQualityFunctions.parse_name(...)	Determines the gender status.If you know the gender for a specified name, the rule determines the status based on the gender-specific score.
DataQualityFunctions.validate_us_county(...)	Checks if the input column data is a valid county name in any state in the Unites States.
DataQualityFunctions.standardize_us_companyname(...)	Standardizes a company name and provides an acronym if possible.