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Data Ingestion Batches — Record Quality Audit + Numeric Distribution
x402
Data Ingestion Batches — 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 2026-10-18).
Runs two analytical reports on data ingestion batch records: a record quality audit and a numeric distribution summary for received_rows or accepted_rows fields across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied data ingestion batches records (received_rows, accepted_rows). 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 covering completeness, validity, and consistency of the supplied ingestion batch records; and (2) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram buckets) for the selected field (received_rows or accepted_rows) across all submitted rows. Both reports are computed locally against the supplied data only — no external lookups or predictions.
Example use cases
ETL pipeline acceptance rate review
“I have 50 data ingestion batch records from last month across three dataset groups — can you audit the record quality and show me the numeric distribution of accepted_rows so I can see how our pipeline is performing?”
Data quality anomaly detection for ingestion logs
“Run a quality audit on these ingestion batch rows I'm uploading — I want to see if there are data quality issues and get a distribution breakdown of received_rows across the date range.”
Cross-group ingestion volume comparison
“I've got ingestion batch records for four dataset groups spanning October 2026. Can you give me a record quality report plus a distribution summary for received_rows so I can compare volume across groups?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a quality audit and a numeric distribution report on data ingestion batch records (received_rows/accepted_rows) in a single $0.01 call covering up to 200 rows, without needing real-time external data, predictions, or professional assessment. Ideal for data engineers and analysts who want automated batch-level QA and statistical summaries on ETL ingestion logs.
Side effects
- Fewer than 1 row submitted — returns validation error
- More than 200 rows submitted — exceeds maximum batch limit
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric field values outside allowed range (±1,000,000,000,000) — rejected
- Missing required fields (row_id, dataset_group, date) — schema error
- Invalid field selector enum value — request rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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