Text Normalization Tool

Clean, format, and preprocess text for NLP, data analysis, or content creation. All processing happens in your browser.

Input Text

Original Text 0 characters

Normalized Text 0 characters

Normalization Options

Text Statistics

0

Words

0

Characters

0

Lines

0

Sentences

0%

Size Reduction

0s

Read Time

Preview Transformations

Select normalization options to see preview here...

Applied Transformations

Try These Examples

Messy Text Cleanup

"HELLO World!!! This is a MESSY text with EXTRA spaces and CAPITALIZATION issues..."

Social Media Text

"OMG!!! This is SOOO cool 😍😍 #awesome #winning @username check this out!!! https://example.com"

Code with Comments

// This is a comment function hello() { console.log("Hello World!"); // Print message } /* Multi-line comment */

Foreign Characters

"Café, naïve, résumé, São Paulo, naïve, jalapeño, façade, crème brûlée, naïve"

Text Normalization Tool | All processing happens locally in your browser. No data is sent to any server.

Perfect for data cleaning, NLP preprocessing, content formatting, and text analysis.