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CSV Data Cleaner

Bulk clean and sanitize your CSV files instantly

🧹

CSVデータクリーナー

CSVファイルをドラッグ&ドロップ

または、CSVデータを直接ペースト:

About CSV Data Cleaner

The CSV Data Cleaner is a free online data sanitization utility that removes common data noise from CSV files with a single click. Business CSV exports often contain empty rows, trailing whitespace, duplicate entries, empty columns, fullwidth characters, curly smart quotes, invisible control characters, and UTF-8 BOM headers.

Manually fixing these issues in Excel or a text editor is time-consuming and error-prone. With this tool, simply drag and drop your CSV file and select from eight cleaning operations: remove empty rows, trim whitespace, deduplicate, drop empty columns, fullwidth-to-halfwidth, normalize smart quotes, strip control characters, and remove BOM.

The tool auto-detects whether your CSV uses commas, semicolons, or tabs as delimiters. A real-time preview shows row count changes before downloading.

All processing runs entirely in your browser — no data is ever sent to external servers, making it safe for confidential business data.

How to use CSV Data Cleaner

  1. Drag and drop a CSV file or paste CSV data directly into the text area.
  2. Select the delimiter format from "Delimiter" — usually "Auto-detect" works fine, but you can manually choose comma, semicolon, or tab if needed.
  3. Select the cleaning operations you want to apply (remove empty rows, trim whitespace, remove duplicates, drop empty columns, fullwidth-to-halfwidth conversion, normalize smart quotes, strip control characters) using the checkboxes.
  4. Click the "Clean" button to see a preview with before/after row counts and a summary of changes.
  5. Download the cleaned CSV or copy it to your clipboard.

Benefits of CSV Data Cleaner

  • [Eight Cleaning Operations in One Click] Address the eight most common CSV data issues — empty rows, whitespace, duplicates, empty columns, fullwidth/halfwidth mix, smart quotes, control characters, and BOM — with simple checkbox selections. Even files with tens of thousands of rows are processed in seconds, eliminating hours of manual cleanup in Excel.
  • [Auto-Detect Delimiters for Any Format] Intelligently handles comma, semicolon, and tab-separated CSV files with automatic detection. No matter which system exported your data, you get consistent, high-quality results without manual configuration.
  • [Preview Before Download] After cleaning, an instant summary shows original row count, cleaned row count, removed rows, and removed columns. Verify the results before downloading to minimize the risk of unintended data loss.
  • [100% Local Processing for Data Security] All cleaning operations run entirely in your browser — no CSV data is ever uploaded to external servers. Safely clean confidential customer lists, employee records, and sales data without any compliance concerns.

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