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Export Validation Analytics: Adjacent Row Changes + Secondary-Measure Weighted Mean
x402
Export Validation Analytics: Adjacent Row Changes + 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).
Computes adjacent row-to-row changes and a secondary-measure weighted mean for up to 200 export validation records (valid_rows, exported_rows) in two independent local analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Export validation — Adjacent row changes + Secondary-measure weighted mean: Adjacent row changes + Secondary-measure weighted mean for supplied export validation records (valid_rows, exported_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
Returns two independent analytical reports: (1) an adjacent row changes report showing the delta between consecutive rows for the selected measure, and (2) a secondary-measure weighted mean report summarizing the weighted average — both computed locally on the supplied export validation records (up to 200 rows).
Example use cases
ETL pipeline export anomaly detection
“I have daily export validation records from my ETL pipeline for October — can you analyze the adjacent row changes in valid_rows across dataset groups so I can spot any sudden jumps or drops between consecutive days?”
Weighted mean summary for exported rows
“Run the secondary-measure weighted mean report on my exported_rows data across these 4 dataset groups and dates so I can see the weighted average export volume.”
Dual-report validation audit
“I need both the adjacent row change analysis and the weighted mean for my valid_rows export records — here are 50 rows across two groups with dates ranging from 2026-10-01 to 2026-11-19, use valid_rows as the field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-14-159?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two combined local analytical computations — adjacent row-to-row delta analysis and weighted mean — on export validation data in a single low-cost call, without requiring live external lookups, predictions, or external integrations. Best suited for ETL monitoring, data quality audits, and export pipeline validation workflows with up to 200 rows.
Side effects
- Missing required fields (row_id, date, dataset_group) return validation errors
- Exceeding 200 rows causes rejection
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Null values in valid_rows or exported_rows may affect computation accuracy
- Fewer than 2 rows prevents meaningful adjacent row change calculation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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