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Data Ingestion Batches — Record Quality Audit + Numeric Interval Filter
x402
Data Ingestion Batches — Record Quality Audit + Numeric Interval Filter 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 up to 200 data ingestion batch records: a record quality audit and a numeric interval filter on received_rows or accepted_rows values.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter 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
Two analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or data anomalies across the supplied rows; and (2) a numeric interval filter report listing which rows fall within the specified minimum/maximum range for the chosen field (received_rows or accepted_rows). Both reports are computed locally against the submitted data with no external lookups.
Example use cases
ETL pipeline quality checkpoint
“I have 120 ingestion batch records from last week across two dataset groups. Can you audit them for quality issues and also filter the received_rows field to only show rows between 100 and 50000?”
Accepted rows anomaly detection
“Run a record quality audit on these 80 batch ingestion rows and filter the accepted_rows field to find anything outside the range of 0 to 10000 — I want to catch any anomalies before we load to the warehouse.”
Daily ingestion health report
“Here are today's 30 ingestion batch records with received and accepted row counts. Please audit them for data quality and filter received_rows between 500 and 200000 so I can see which batches are within our expected volume range.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-008?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need quick, local analytical reports on data ingestion batch records — specifically a quality audit and numeric interval filter on received_rows or accepted_rows — without requiring any live data lookups, ML predictions, or external integrations. Best for ETL monitoring, ingestion pipeline validation, and pre-load data quality checks on batches up to 200 rows at very low cost ($0.01 USDC for both reports).
Side effects
- More than 200 rows submitted — request rejected
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) on any row
- Invalid date format (must match YYYY-MM-DD pattern)
- minimum greater than maximum causing empty interval filter result
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Payment not fulfilled via x402 protocol — 402 response returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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