Browser-based office tool

Remove Rows with Missing Values

Remove rows that are missing required values in selected columns and download a cleaned workbook plus a removal summary.

Input and options

Local browser processing
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How to use this office tool

  1. Upload a spreadsheet and choose the sheet that contains the table.
  2. Enter the required columns and decide whether any missing value or all missing values should remove a row.
  3. Process the file, review the counts, and download the cleaned XLSX copy.

What this tool does

The cleaner tests selected columns for blank, null, or whitespace-only values and writes only qualifying rows to a new workbook.

Required columns + missing rule → row test → cleaned XLSX

The original file is not changed. A value of zero is retained and is not considered missing.

Supported formats and limits

XLSX and XLS workbooks are read with SheetJS. CSV and TSV are supported where listed. Each input file is limited to 25 MB, previews show at most 20 rows and 12 columns, and advanced Excel objects are not guaranteed to survive export.

ProcessingInside this browser
OutputNew XLSX file
Excel engineStored values; no full formula recalculation

Tips for better results

  • Start with business-critical columns such as ID or date.
  • Use the any-missing rule for strict completeness.
  • Keep a copy of the source workbook until you verify the cleaned output.

FAQ

How do I remove Excel rows with blanks in specific columns?

Enter the column names or letters as required columns and choose the any-missing rule.

Is zero considered a missing value?

No. Numeric zero and the text 0 are retained.

Can whitespace-only cells be removed?

Yes. Text containing only spaces is treated as missing.

Does the cleaner remove rows from every worksheet?

No. It processes the selected worksheet and writes that cleaned table to a new workbook.

Can I remove a row only when all selected columns are blank?

Yes. Choose the all-missing rule to keep rows that have at least one selected value.

Privacy and output notes

UploadsNone
PreviewLimited to protect browser performance
DownloadCreated only after successful processing

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