Check Averages Hide Distribution
Block ID: 9bdb706c-6f9d-4e77-94ec-b41b33b39649
Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. This block operates in a regulated domain. Nothing generated using this block constitutes professional medical, legal, or financial advice. User assumes all responsibility for use.
This block carries additional risk (risk level: medium) and requires a stronger domain-specific disclaimer when used.
Template
Verify that an average isn't concealing a distribution that matters. A mean return, mean customer value, or mean cost can be driven by a few outliers, mask wide variance, or describe no actual case — average revenue per user is meaningless if a handful of accounts dominate. Confirm that spread, skew, or concentration is disclosed where it affects the conclusion, and flag any single-number average standing in for a distribution that should be shown.
financialevalself-checkstatistics
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Submitted by James P FounderMod via mcp · 2026-07-18