Regex can do amazing things with data cleanups – basically mandatory must use. But also tricky to retain in brain if not used frequently…

Here are 3 great reference and test resources that can help:

• https://docs.python.org/3/howto/regex.html
• https://regexr.com/
• https://regexone.com/