Versioned analysis datasets and frozen inputs

Knowledge package outline

Topic

Experimentation scientific reasoning and research methods

Purpose

Prevents changing source data from altering results unnoticed.

Package contents

Snapshot identifiers; transformation chains; reconciliation counts.

Dependencies

Data management.