Check Data Provenance and Cleaning
Block ID: b6f3dbb3-cf84-4746-b4b1-909d7e97a98e
Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. User assumes all responsibility for use.
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Verify that how the data was collected, cleaned, and handled for missing values is stated, since these choices silently shape results. Dropped outliers, imputed gaps, and exclusion rules can change a conclusion, and undocumented cleaning makes a result irreproducible. Confirm the provenance and processing of the data are described, especially any decisions that could have affected the outcome, and flag any finding built on data whose handling is a black box.
scientificevalself-checkdata-quality
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Submitted by James P FounderMod via mcp · 2026-07-18