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Migration Batches Record Quality Audit + Secondary-Measure Weighted Mean
x402
Migration Batches Record Quality Audit + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Audits data quality and computes a weighted mean for a secondary measure across supplied migration batch records (records_migrated, failed_records) in a single call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Migration batches — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied migration batches records (records_migrated, failed_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 analytical reports: (1) a record quality audit highlighting data issues such as nulls, out-of-range values, or malformed fields across the supplied migration batch rows, and (2) a weighted mean calculation for the selected measure (records_migrated or failed_records). Both reports are generated locally from the supplied data with no external lookups. Up to 200 rows are supported per call.
Example use cases
ETL pipeline data quality check
“I just finished a data migration run and I have about 80 batch rows with row_id, component name, date, records_migrated, and failed_records. Can you audit the quality of these records and give me a weighted mean on the records_migrated field so I can see how the migration performed?”
Failed records anomaly review
“I need to review my migration batches for data quality issues and get a weighted mean of failed_records across all my components. I have around 40 rows from last month's migration — can you run both reports on the failed_records field?”
Component-level migration report
“We ran migrations across group-a and group-b components over the past week and I have the daily batch data in 30 rows. Can you do a record quality audit and compute a weighted mean on records_migrated so our team can see where the issues are?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-software-18-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a weighted mean statistic on migration batch records in a single low-cost call. It is ideal for ETL and data migration workflows where you want to validate record completeness and compute aggregate metrics on records_migrated or failed_records without any external data lookups or predictions. Best suited for batches up to 200 rows processed analytically on supplied data only.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, component, date, records_migrated, failed_records) causes row-level rejection
- Invalid date format (non YYYY-MM-DD) triggers a pattern validation error
- Providing an invalid field enum value (not records_migrated or failed_records) returns a schema error
- Empty rows array returns a minItems validation error
- Numeric values outside [-1000000000000, 1000000000000] are rejected
- Payment of 0.01 USDC required; insufficient payment results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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