ToolJovia
Data

Grouped Table Fill-Gaps Workbench

Fill declared missing cells from earlier or later source records within exact groups,with a provenance report.

✓ Browser-local processing
Processed in this tab. Up to 100,000 characters unless this tool states a smaller limit.

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How to use Grouped Table Fill-Gaps Workbench

Create a separate CSV copy while retaining source record order. Every replacement reports its original token,value and copied-from record, so a fill can be reviewed rather than silently accepted as observed data.

  1. Enter input, grouping columns (blank for one group), columns to fill, missing tokens json.
  2. Choose the settings for grouped table fill-gaps workbench, then run the tool.
  3. Review the result and any limitations before copying or downloading it.

Good to know

  • 200,000 characters,5000 records,50 selected columns and5000 changed cells. Source order is the only ordering rule.
  • Exact group tuples prevent cross-group propagation even when groups are interleaved. Unfillable endpoints stay unchanged. This is a data edit,not an imputation model.
  • Processing is local. Output is limited to 1,000,000 text characters unless a stricter file limit is stated.

Common questions

Can groupB inherit the last value of groupA?

No. Values are cached separately for each exact group key. Review the copied-from record in every change.

Is this input sent to a server?

No. The application processes this input inside your browser tab and does not save it to persistent storage.

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