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Rule 1. Original data should be presented in a way that…

“Rule 1. Original data should be presented in a way that will preserve the evidence in the original data for all the predictions assumed to be useful.” quote by Walter A. Shewhart
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“Rule 1. Original data should be presented in a way that will preserve the evidence in the original data for all the predictions assumed to be useful.”

Walter A. Shewhart

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Preserve original data so predictions can be traced back to source evidence.

In simple terms: Keep data intact for verification.

Key Takeaway

Maintain data integrity.

Themes

data integrity verification traceability

Mood

cautious analytical

Type

instructional technical

When to use this quote

  • research reporting
  • machine learning model training
  • audit trails
  • regulatory compliance

Key Concepts

statistics quality control

Questions to Reflect On

  • How can we ensure data remains unaltered?
  • What safeguards protect data provenance?
A Different Perspective

If data is altered, predictions become unreliable.

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