Regular expressions (regex) are sequences of characters that define search patterns. They are used for string matching and manipulation. Python provides the re module to work with regular expressions.

Real-world datasets rarely match perfectly; even simple fields like company names may contain typos, punctuation differences, inconsistent casing, or formatting issues. This exercise will help you ...