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Schema Conformity Record Quality Audit + Numeric Distribution
x402
Schema Conformity Record Quality Audit + 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 2026-10-17).
Runs two local analytical reports — a record quality audit and a numeric distribution analysis — on up to 200 schema conformity rows containing valid_records and checked_records fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied schema conformity records (valid_records, checked_records). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a record quality audit summarizing completeness, validity, and anomalies across the supplied conformity rows; and (2) a numeric distribution report (e.g. min, max, mean, percentiles, histogram buckets) for the selected numeric field (valid_records or checked_records). Both reports are computed locally with no external lookups.
Example use cases
Data pipeline conformity audit
“I have 50 schema conformity records from our ETL pipeline — each row has a date, dataset group, valid_records count, and checked_records count. Can you run a quality audit and numeric distribution report on them so I can see where records are failing validation?”
Cross-group record distribution analysis
“I want to compare the distribution of checked_records across my two dataset groups — 'finance' and 'operations' — for the past month. Can you analyze these 120 rows and give me both the quality audit and the numeric distribution breakdown?”
Daily conformity trend summary
“Here are 30 days of schema conformity data for our data warehouse — please run the record quality audit and numeric distribution on the valid_records field so I can see the spread and identify any outlier days.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pre-collected schema conformity data (valid_records and checked_records) for up to 200 rows and need both a quality audit and a numeric distribution in a single low-cost call ($0.01 USDC). It is ideal for offline batch analysis of data pipeline validation logs without requiring any external API calls, live data lookups, or predictions.
Side effects
- Fewer than 1 row supplied — rejected with validation error
- More than 200 rows supplied — exceeds limit, request rejected
- Missing required fields (row_id, date, valid_records, checked_records) — schema validation failure
- Date field not matching YYYY-MM-DD pattern — validation error
- Invalid field enum value (not valid_records or checked_records) — rejected
- All numeric values are null — distribution report may return degenerate results
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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