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Registry Snapshots Data Quality Suite: Record Quality Audit + Exact Row Deduplication + Numeric Distribution
x402
Registry Snapshots Data Quality Suite: Record Quality Audit + Exact Row Deduplication + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Runs three analytical reports (record quality audit, exact row deduplication, and numeric distribution) on supplied registry snapshot data with registered_entities and changed_entities fields, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Registry snapshots — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied registry snapshots records (registered_entities, changed_entities). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent analytical reports: (1) a record quality audit flagging missing, malformed, or out-of-range values across the supplied rows; (2) an exact row deduplication report identifying identical records; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram) for the selected field (registered_entities or changed_entities). All reports are computed locally on the supplied data with no external lookups.
Example use cases
Registry data quality check before migration
“I need to audit my registry snapshot before we migrate — can you run the record quality audit, exact deduplication, and numeric distribution on these 50 company registry rows with their registered_entities and changed_entities values? Use registered_entities for the distribution analysis.”
Detecting duplicate entries in entity registry
“We suspect our registry snapshot has duplicate rows across company groups — can you run the exact deduplication report alongside the full quality audit and numeric distribution for this set of 120 rows? Analyze the changed_entities field for the distribution.”
Summarizing entity change volume across groups
“Can you analyze the numeric spread of changed_entities values across these 30 registry snapshot rows for our quarterly review — run all three reports including record quality, deduplication, and distribution, using changed_entities as the numeric field?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-04-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three analytical reports (quality audit, deduplication, and numeric distribution) on a batch of registry snapshot records in a single $0.01 call. It is ideal for validating company registry data before ingestion or migration, catching duplicate rows, and understanding numeric spread of entity counts — all without external lookups or live data dependencies. Prefer it over single-report endpoints when you need all three analyses together to save cost and round-trips.
Side effects
- Fewer than 1 row supplied — returns validation error
- More than 200 rows supplied — rejected with max-items error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1T to 1T) — rejected
- Missing required fields (row_id, company_group, date) — schema error
- Invalid field enum value — returns error indicating valid options
- Payment not completed — endpoint inaccessible
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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