Josué Guevara

Governance analytics artifact

A synthetic dataset and analysis pipeline for calculating documentation-health signals from explicit inputs, checking the formulas, and regenerating the reported output.

Documents12
Average health0.811
Passing audience gate10
Blocking stubs3

Method

The fixture records document refinement, audience gate, transient/persistent/blocking stub counts, and review state. The analysis calculates a weighted stub penalty, health score, usefulness margin, and gate result. Assertions guard ranges, identifiers, and derived totals.

Reproduce it

python3 research/governance-analytics/analysis.py --check

Source files, data dictionary, transformation formulas, generated summary, and limitations live under research/governance-analytics/.

Limits

All records are synthetic. Customer and production datasets are outside the current artifact, and predictive validity has not been evaluated.