Benchcraft / Data bench
Data integrity   /   Research operations lead

Duplicate Fingerprint

Match potential duplicate observations using the exact source, subject and day.

01 / Inputs

Working sheet

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

Record IDSourceSubject codeObserved dayRow
02 / Review

Decision sheet

Source and subjectDayRecordsAction
Interview / A-082026-10-21R1, R2Check duplicates
Survey / A-082026-10-21R3Distinct
How the rule works

Case and leading or trailing spaces are ignored for source and subject. Matches are candidates for manual review.

Read the worked example

Optional paid service

Scope a research sprint

€99 for one agreed segment, three approved evidence items and an interview guide.

The free tool runs independently on your device.