Translation using Trans.py

import string


def clean_text(text):
    # Create a translation table to remove punctuation and special characters we are replacing space.
    translator = str.maketrans('', '', string.punctuation + string.printable.replace(' ','')[62:])

    # Use the translate method to remove the characters
    clean_text = text.translate(translator)

    # Remove leading and trailing whitespace
    clean_text = clean_text.strip()

    return clean_text



  
  # Test the function
text = "This is a sample text with punctuation (like commas and exclamation points)! It also includes letters (both uppercase and lowercase), numbers (like 123 and 456), and special characters (like # and $). Some people might find it confusing or difficult to read, but with the right tools and techniques, it's easy to clean and analyze this text."
clean_text(text)