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Regular Expression Builder for Data Cleaning

Why this tool exists (for students & teachers)

Imagine you have a big messy list of information — student names with extra spaces, phone numbers written in different ways, emails mixed with other text, or dates that don’t match. Cleaning that by hand would take forever and you’d probably make mistakes.

A Regular Expression (or “regex”) is like a special search-and-replace superpower. Instead of looking for one exact word, you write a short pattern that describes what kind of thing you want to find. The computer then finds every match and can clean, fix, or remove it automatically.

This tool lets you paste messy data, write or pick a cleaning pattern, see the results instantly, and replace the messy parts with clean versions. It’s the same kind of tool data scientists and programmers use every day to prepare information before analyzing it.

Paste messy text → write or choose a pattern → clean it instantly. Great for removing extra spaces, fixing phone numbers, extracting emails, and more.

Live Preview / Cleaned Result

      

What this pattern does

Choose a preset or write a pattern, then click “Test / Preview” to see an explanation.

How to use this tool

  1. Paste messy text in the left box.
  2. Click a Quick Cleaning Preset (or write your own pattern).
  3. Click Test / Preview to see what the pattern finds (matches appear inside ⟦ ⟧).
  4. Adjust the replacement text if needed.
  5. Click Apply Cleaning to get the cleaned version.
  6. Copy the result when you’re happy with it.