Normalize Whitespace in Data Exports
Data exports from various systems often have trailing spaces, double spaces, and tab characters. Normalize them here before importing into your next system.
How to do this
Export your data
Paste the text
Normalize whitespace
Copy clean data
Paste text below and run the tool. Everything runs locally in your browser. No data is stored.
Normalize Whitespace
Normalize all types of whitespace including tabs, multiple spaces, and non-breaking space characters into clean single spaces. Trims leading and trailing whitespace.
Example
Input
Hello world here we go
Output
Hello world here we go
How Normalize Whitespace Works
Normalize all types of whitespace including tabs, multiple spaces, and non-breaking space characters into clean single spaces. Trims leading and trailing whitespace.
This tool runs entirely in your browser — no data is sent to any server. Paste your text, click Run, and get your result instantly. You can also chain this tool with others using the pipeline feature: run Normalize Whitespace, then continue with a related tool to build a multi-step text workflow.
Related Tools
TextRefinery is a free, open-source text processing toolkit. Learn more about regular expressions and text processing on the web.
Example: Normalize Whitespace in Data Exports
Input
Product A $29.99 In Stock Product B $49.99 Low Stock
Output
Product A $29.99 In Stock Product B $49.99 Low Stock
Related Use Cases
Normalize Whitespace from PDF Copy-Paste
Fix irregular spacing from text copied from PDF documents.
Normalize Whitespace from Web Page Copy
Clean up irregular spacing from text copied from websites.
Normalize Whitespace in Code Output
Clean up irregular spacing in terminal output and code results.
Normalize Whitespace in OCR Text
Fix spacing issues in text generated by OCR scanning.