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Returns Handling Analytics — Duplicate Key Report + Secondary-Measure Weighted Mean
x402
Returns Handling Analytics — Duplicate Key Report + 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 2026-10-24).
Generates two analytical reports on returns handling data: a duplicate key report and a secondary-measure weighted mean, for up to 200 rows of returned_units and processing_minutes data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Returns handling — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied returns handling records (returned_units, processing_minutes). 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 duplicate key report identifying any rows that share the same row_id, and (2) a weighted mean of the selected secondary measure (returned_units or processing_minutes) computed from the supplied records. Results are based entirely on the submitted data with no external lookups.
Example use cases
Retail chain returns data quality check
“I've got a spreadsheet of 150 store returns records with row IDs, store groups, dates, returned_units, and processing_minutes — can you run a duplicate key report on it and compute the weighted mean of returned_units?”
Processing time analysis for returns team
“We have daily returns logs from our fulfillment center, up to 200 rows, with processing_minutes and returned_units per entry — please detect any duplicate row IDs and give me the weighted mean of processing_minutes weighted by returned_units.”
Automated returns reporting pipeline
“Every night I want to check our returns handling batch for duplicate row keys and get a weighted average of processing_minutes across all store groups — here are tonight's 80 rows with store_group, date, returned_units, and processing_minutes fields.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-retail-04-067?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost (0.01 USDC) dual-report on returns handling tabular data — specifically for duplicate row detection and weighted mean computation — without requiring external data sources, predictions, or professional assessments. Ideal for data quality checks in retail returns pipelines processing up to 200 rows at a time.
Side effects
- Exceeds 200 row limit — request rejected or truncated
- Missing required fields (row_id, date, store_group, returned_units, processing_minutes) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range — validation error
- Empty rows array — minimum 1 item required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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