# Data quality

Source: Skillrove public catalog snapshot
Captured: 2026-10-08T16:46:14.969Z
SHA-256: 3552f32dc5f0a325341f36774fab7cd0c8c52cb623dc0e6698e6f387ba282f7c

Input rows: 48
Included: 48
Excluded: 0
Mode: Complete; all rows included

No invalid dimensions or numeric values found.

CSV structure, unique headers, row widths and the requested dimensions/metrics were checked. Unselected columns are not numerically validated. This is not a duplicate, factual accuracy, business semantics or statistical significance audit.

Grouped CSV: exact numerators, denominators, values and physical source lines are included. Stable group_key values and label_escaped flags distinguish original labels even when escaped labels look alike. Group labels that begin with formula characters (including full-width variants) or control whitespace are prefixed with an apostrophe and all cells are quoted. That prefix is part of the CSV data. Original labels remain unchanged in summary.json. Import the group column as text in your spreadsheet; do not remove the prefix or resave untrusted labels as formulas. No escaping is universal across spreadsheet applications. See https://community.owasp.org/attacks/CSV_Injection .