Observed arrival · 2026-08-26
reread, the browser-only careless-response detector
A questionnaire-data tool that identifies likely careless respondents without uploading the dataset.
Field notes
The interface treats questionnaire responses as respondent-by-item data and offers automatic delimiter detection for comma, semicolon, or tab-separated files. Its ensemble output adds several diagnostic columns, including longstring, person_total, irv, d2, and n_missing, alongside the careless probability and flag. Advanced users can alter the sensitivity z-score, expected careless rate, coupled-pair proportion, permutation count, minimum pair floor, and random seed. The page states that files are processed locally rather than transmitted, stored, or logged.
Observed signals
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Editorial observations of this landing page, not a rating.
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