Web-Scrabing and Data Cleaning

Web Scrabing and Data Cleaning for Wuzzuf Web Site \\ info for function\

1- extract_numeric_and_hyphen : Extract only numeric values and hyphens from the input string. Args: input_string (str): The string from which to extract numeric values and hyphens. Returns: str: The cleaned string containing only numeric values and hyphens.

2- clean_expriance : Clean up the 'Experience years' data by checking if the value contains a hyphen ("-") and both parts of the split result are equal. If so, it returns only one part; otherwise, it leaves the original 'Experience years' value unchanged. a Args: exp (str): The 'Experience years' value to be cleaned. Returns: str: The cleaned 'Experience years' value.

3- convert_single_to_range : Converts single values in the list to range format by matching them to existing ranges. Args: data (list): A list of values where single values might be converted to ranges. Returns: list: The modified list with single values converted to ranges and sorted.

4- clean_skils : Clean up the skills by removing text after forward slashes. Args: skills (str): The job title string to be cleaned. Returns: str: The cleaned skills string.