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Label Review Analytics: Duplicate Key Report + Numeric Row Ordering
x402
Label Review Analytics: Duplicate Key Report + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Runs two analytical reports on label review data: a duplicate key detection report and a numeric row ordering report, for up to 200 rows of reviewed_records or changed_labels data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Label review — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering for supplied label review records (reviewed_records, changed_labels). 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 independent analytical reports: (1) a duplicate key report identifying rows with repeated identifiers within the submitted dataset, and (2) a numeric row ordering report ranking rows by the selected field (reviewed_records or changed_labels). Reports are computed locally with no external lookups, covering up to 200 input rows.
Example use cases
Duplicate detection in annotation batches
“I've got a batch of 80 label review records with row_ids, dataset groups, and dates — can you check them for duplicate keys and also rank the rows by their reviewed_records values?”
Quality control for changed labels data
“Run a duplicate key report and numeric ordering on my 120 label review entries using the changed_labels field — I need to spot any repeated identifiers and see which rows have the highest label change counts.”
Multi-group label review audit
“I have label review data across three dataset groups with about 150 rows total. Can you check for duplicate row IDs and give me a numeric ordering by reviewed_records so I can audit the data quality?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-12-058?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need fast, local analytical reports on label review datasets without any external data lookups — specifically for detecting duplicate row keys and generating numeric orderings on reviewed_records or changed_labels fields. Ideal for ML data pipeline quality checks, annotation batch audits, and label review data validation workflows where you want two reports bundled in a single low-cost call.
Side effects
- More than 200 rows submitted — request rejected
- Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric field values outside allowed range — rejection
- Empty rows array — error
- Invalid field enum value (must be reviewed_records or changed_labels) — validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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