/ Data quality

What the network knows, before you submit.

A per-code transparency report for the AmpQuotient cost catalog. Every entry shows its live submission count, a distinct-vendor dedupe against the three-contributor gate the /benchmarks page already uses, and an anonymization completeness score — the share of submissions that include region, vendor alias, and unit basis. Read it as a trust signal, then decide where the next quote you submit has the highest leverage.

Loading the data-quality index…
Grouping every catalog code by trade family and computing its submission count, contributor dedupe, and anonymization completeness.
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