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Label Review Analytics — Duplicate Key Report + Adjacent Row Changes
x402
Label Review Analytics — Duplicate Key Report + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Runs two local analytical reports on supplied label review data: a duplicate key report and adjacent row change detection, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Label review — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes 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 sharing the same key combinations (row_id, date, dataset_group), and (2) an adjacent row changes report showing where the selected field (reviewed_records or changed_labels) changes between consecutive rows. No external lookups or predictions — entirely computed from the supplied data.
Example use cases
Spotting duplicate keys in annotation batches
“I've got up to 80 label review records from our annotation pipeline with row IDs, dates, and dataset groups — can you run a duplicate key report on them and also show me where adjacent rows changed their reviewed_records values?”
QA check on changed label sequences
“Here are 150 rows from our label review export for November 2026. Can you check for any duplicate row IDs and flag where the changed_labels values shift between consecutive rows?”
Pre-merge data integrity check
“Before I merge these label review CSVs, can you run a duplicate key report and adjacent row change analysis on the combined 200 rows using the reviewed_records field so I can catch any data issues?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-12-062?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular label review data (up to 200 rows) and need two specific analytical reports — duplicate key detection and adjacent row change tracking — computed locally from your supplied data without any external API calls, predictions, or live lookups. It is cost-effective at $0.01 for both reports together and is ideal for data quality checks before merging annotation datasets or auditing label review pipelines.
Side effects
- More than 200 rows submitted — exceeds the maximum row limit
- Missing required fields (row_id, date, reviewed_records, changed_labels) — validation error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Empty rows array — minItems constraint violation
- Numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Invalid field selector value — must be reviewed_records or changed_labels
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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