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Tidy Data Checker

Inspect government and industry CSV/Excel files and turn them into tidy CSV data

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What is this tool?

A browser-based tool that loads CSV/Excel files published by government agencies and industry groups, and walks you through a checklist of things to fix before analysis or visualization. It finds garbled text, empty rows and columns, title and note rows above and below the table, and multi-row headers and merged cells, shows where they are, and lets you preview each fix before applying it. The cleaned data can be exported as a UTF-8 CSV. All processing runs entirely in your browser — no data is ever sent to a server.

Features

  • Character encoding detection and conversion — Detects Shift_JIS, EUC-JP, UTF-8 (with or without BOM), UTF-16, and more. If the text is garbled, it shows how the file looks when read as UTF-8, then converts it
  • Multi-sheet Excel support — For Excel files with several sheets, choose which sheet to load. Merged-cell information is read as well
  • Empty row and column detection — Finds meaningless empty rows and columns so you can remove them
  • Title and note row detection — Finds title and unit rows above the table and note rows below it, so you can separate them from the data
  • Multi-row header and merged cell detection — Finds headers that span several rows and merged cells, and combines them into a single header row
  • Fix preview and undo — Review each fix before and after applying it, and undo it later with 「元に戻す」 (Undo)
  • UTF-8 CSV export — Exports the cleaned data as a UTF-8 CSV. Choose “with BOM” when opening it in Excel

How to use

  1. Drag & drop a CSV/Excel file onto the drop area (or click to select a file)
  2. Review the issues found, step by step, in the checklist on the left. The matching cells are highlighted in the table
  3. Preview a fix from the check results on the right, and apply it if it looks right
  4. Click 「UTF-8 CSVをエクスポート」 (Export UTF-8 CSV) to download the cleaned CSV

The tool’s interface is in Japanese.

Data formats

Supported files

TypeFormats
TextCSV, TSV, TXT (delimiter auto-detected)
Excel.xlsx, .xls

Detected character encodings

  • UTF-8 (with or without BOM)
  • Shift_JIS
  • EUC-JP
  • ISO-2022-JP
  • UTF-16 (with BOM)

Export

  • UTF-8 CSV (with or without BOM)
  • To avoid exporting garbled text, export is blocked until the character encoding conversion has been applied
Last updated on 2026-10-17