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CSV Min-Max Column Normalizer

Scale selected CSV columns to a target interval with exact arithmetic and explicit decimal rounding.

Pasted CSV, One UTF-8 CSV file

normalized.csv, normalization-report.json

Browser only

Runs locally in your browser. Your files, pasted content and generated output are not uploaded. Reset clears this tool’s working data.

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How to use this tool

  • Enter the admitted input and explicit options described below.
  • Select Normalize columns and inspect the stated conventions.
  • Download the complete result and any companion report.

Examples

With target 0 to 1, source values 0, 1, 3 become 0, 0.333333, 1 at six fractional places.

Limitations

  • At most 1 MiB UTF-8, 10000 data rows, 100 columns and 100000 cells including headers; 20 MiB combined output and 30 seconds.
  • Selected numeric inputs and endpoints admit an optional sign, at most 18 digits total and six fractional digits, with no exponent or spaces. Precision 0–12 uses exact half-away-from-zero rounding. Constant and empty columns follow explicit policies.
  • Existing spreadsheet formula protection is on by default; formula-sensitive output strings can gain an apostrophe. CSV cannot declare spreadsheet cell types.

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