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RegEx


Text Pattern Matching

Definition: A pattern match is a specialized sequence of characters used to search text. Python's built-in re tool allows you to check if text contains specific sequences, search for data, split text, or replace characters.

Why: This is an essential tool for tasks like input validation (checking email styles), data cleaning, and searching large blocks of data.

Common Match Symbols

  • [0-9] : Matches digits.
  • + : Matches one or more repetitions of the item.
  • [a-zA-Z0-9_] : Matches alphanumeric characters.
  • ^ : Matches the start of a text area.

Example (Finding Matches)

import re

text = "My number is 98765"

# Find digits
result = re.findall("[0-9]+", text)

print(result)  # Output: ['98765']

Explanation

  • Pattern Search: The search parameters inspect the string from left to right and extract every single matching sequence it finds into a structured Python list.

Key Notes

  • Overly complex search layouts can become difficult to read, so document your steps clearly using notes.

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