Benchcraft / Data bench
Data integrity   /   Data quality analyst

Required Field Monitor

Rank required fields by missing-value share and count the cells to complete.

01 / Inputs

Working sheet

Edit any cell to recalculate. Use anonymous references. Data stays in this browser tab and clears when you reload.

FieldExpected cellsPopulated cellsRow
02 / Review

Decision sheet

FieldMissingMissing share
Owner1717%
Region66%
Segment11%
How the rule works

Counts refer to cells in one field. A row missing two fields contributes two missing cells.

Read the worked example

Optional paid service

Request a custom workflow

€149 one-time pilot after written scope agreement. JB Codex adapts one repeated job with a worked example and owner review.

The free tool runs independently on your device.