Report

Validate every roll-up from verse to book.

The Aggregation Analysis Report verifies that the mathematical relationship between verse-level scores and chapter/book aggregations holds throughout the system. Catch roll-up errors, identify chapters where aggregated scores diverge from the sum of their parts, and trace invariant violations to their source.

What the Aggregation Analysis Report surfaces

Multi-level roll-up verification — from chapter-level sum validation to book-level consistency checks and invariant enforcement.

Aggregation Accuracy

Percentage of chapter aggregations where the stored average matches the verse-level mean, confirming roll-up math is consistent at every level.

Invariant Violations

Count of chapters where editDistance ≠ substitutions + omissions + additions — the core invariant that must hold across all verse results.

Multi-Level Consistency

Fraction of books where book-level scores align with the aggregated chapter roll-ups, ensuring no data loss or rounding error across levels.

Verified Chapters

Total chapter aggregations fully verified against their constituent verse results — providing a concrete count of trusted roll-up records.

Aggregation analysis in action

Three views covering every layer — from individual chapter aggregation verification to book-level roll-up consistency and invariant violation drill-down.

See a sample aggregation report

Download a sample PDF to understand the aggregation analysis format and the invariants it verifies.

Validate your aggregation math end to end.

Join the waitlist for early access and run aggregation analysis across your entire scripture fidelity dataset.